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- no change /cm/shared/apps/anaconda3/condabin/conda
- no change /cm/shared/apps/anaconda3/bin/conda
- no change /cm/shared/apps/anaconda3/bin/conda-env
- no change /cm/shared/apps/anaconda3/bin/activate
- no change /cm/shared/apps/anaconda3/bin/deactivate
- no change /cm/shared/apps/anaconda3/etc/profile.d/conda.sh
- no change /cm/shared/apps/anaconda3/etc/fish/conf.d/conda.fish
- no change /cm/shared/apps/anaconda3/shell/condabin/Conda.psm1
- no change /cm/shared/apps/anaconda3/shell/condabin/conda-hook.ps1
- no change /cm/shared/apps/anaconda3/lib/python3.8/site-packages/xontrib/conda.xsh
- no change /cm/shared/apps/anaconda3/etc/profile.d/conda.csh
- no change /home/jianhaohuang/.bashrc
- No action taken.
-
- CommandNotFoundError: Your shell has not been properly configured to use 'conda activate'.
- To initialize your shell, run
-
- $ conda init <SHELL_NAME>
-
- Currently supported shells are:
- - bash
- - fish
- - tcsh
- - xonsh
- - zsh
- - powershell
-
- See 'conda init --help' for more information and options.
-
- IMPORTANT: You may need to close and restart your shell after running 'conda init'.
-
-
- 2021-12-28 16:20:41.957624: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.2
- 2021-12-28 16:20:45.443492: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcuda.so.1
- 2021-12-28 16:20:45.497729: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1561] Found device 0 with properties:
- pciBusID: 0000:48:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0
- coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s
- 2021-12-28 16:20:45.497774: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.2
- 2021-12-28 16:20:45.719849: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10
- 2021-12-28 16:20:45.725204: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10
- 2021-12-28 16:20:45.726409: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10
- 2021-12-28 16:20:45.731109: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10
- 2021-12-28 16:20:45.733761: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10
- 2021-12-28 16:20:45.741490: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7
- 2021-12-28 16:20:45.747690: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1703] Adding visible gpu devices: 0
- 2021-12-28 16:20:54.586054: I tensorflow/core/platform/cpu_feature_guard.cc:143] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX512F
- 2021-12-28 16:20:54.593920: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1561] Found device 0 with properties:
- pciBusID: 0000:48:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0
- coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s
- 2021-12-28 16:20:54.593977: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.2
- 2021-12-28 16:20:54.594076: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10
- 2021-12-28 16:20:54.594091: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10
- 2021-12-28 16:20:54.594103: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10
- 2021-12-28 16:20:54.594114: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10
- 2021-12-28 16:20:54.594126: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10
- 2021-12-28 16:20:54.594143: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7
- 2021-12-28 16:20:54.602556: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1703] Adding visible gpu devices: 0
- 2021-12-28 16:20:54.602591: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.2
- 2021-12-28 16:20:55.225482: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1102] Device interconnect StreamExecutor with strength 1 edge matrix:
- 2021-12-28 16:20:55.225524: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1108] 0
- 2021-12-28 16:20:55.225533: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1121] 0: N
- 2021-12-28 16:20:55.231483: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1247] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30164 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:48:00.0, compute capability: 7.0)
- 2021-12-28 16:20:56.754944: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10
- ----------load---data-------------
- -parameters: user_num: 40 pilot: 20 antennas: 10 n1: [[12.]] n2: [[20.]] n3 [[8.]] snr: 10.0 GAMP_algorithm error 0.01100833333333323
- -----
- EPOCH: 0
- B/E: 0 / 0 , Gen_loss: 0.52376986 MI_loss: 4.3706677e-06 Detection error: 0.8590624928474426 time: 0:00:00.522011
- B/E: 1 / 0 , Gen_loss: 0.52192074 MI_loss: -0.0008072661 Detection error: 0.7996562570333481 time: 0:00:02.840984
- B/E: 2 / 0 , Gen_loss: 0.5204924 MI_loss: -0.0012380531 Detection error: 0.7605520784854889 time: 0:00:03.824655
- B/E: 3 / 0 , Gen_loss: 0.51895547 MI_loss: -0.00047547795 Detection error: 0.7402734458446503 time: 0:00:04.751184
- B/E: 4 / 0 , Gen_loss: 0.5170267 MI_loss: -0.00026622505 Detection error: 0.7279687523841858 time: 0:00:05.580288
- B/E: 5 / 0 , Gen_loss: 0.51507986 MI_loss: -0.00056554313 Detection error: 0.7197552025318146 time: 0:00:06.406391
- B/E: 6 / 0 , Gen_loss: 0.51267475 MI_loss: -0.0011247364 Detection error: 0.7134062647819519 time: 0:00:07.233703
- B/E: 7 / 0 , Gen_loss: 0.5095877 MI_loss: 0.00024381577 Detection error: 0.7079921960830688 time: 0:00:08.062261
- B/E: 8 / 0 , Gen_loss: 0.5066064 MI_loss: -0.000834096 Detection error: 0.7032187581062317 time: 0:00:08.888496
- B/E: 9 / 0 , Gen_loss: 0.50239146 MI_loss: 0.00014837238 Detection error: 0.6994250118732452 time: 0:00:09.715592
- B/E: 10 / 0 , Gen_loss: 0.49765843 MI_loss: -0.00034472818 Detection error: 0.6959715783596039 time: 0:00:10.546456
- B/E: 11 / 0 , Gen_loss: 0.4908033 MI_loss: -0.00064032304 Detection error: 0.692236989736557 time: 0:00:11.377193
- B/E: 12 / 0 , Gen_loss: 0.48299095 MI_loss: -9.3641516e-05 Detection error: 0.6888173222541809 time: 0:00:12.208835
- B/E: 13 / 0 , Gen_loss: 0.47212723 MI_loss: -0.00028827798 Detection error: 0.685004472732544 time: 0:00:13.040592
- B/E: 14 / 0 , Gen_loss: 0.46025467 MI_loss: -6.282286e-05 Detection error: 0.6817812621593475 time: 0:00:13.871843
- B/E: 15 / 0 , Gen_loss: 0.44468156 MI_loss: -0.00017010928 Detection error: 0.678466796875 time: 0:00:14.705631
- B/E: 16 / 0 , Gen_loss: 0.4258845 MI_loss: -3.6298865e-05 Detection error: 0.6748382449150085 time: 0:00:15.532630
- B/E: 17 / 0 , Gen_loss: 0.4080154 MI_loss: 0.00015652073 Detection error: 0.6709704995155334 time: 0:00:16.361338
- B/E: 18 / 0 , Gen_loss: 0.39480093 MI_loss: -0.00026699423 Detection error: 0.6665822267532349 time: 0:00:17.197882
- B/E: 19 / 0 , Gen_loss: 0.39021248 MI_loss: 0.00021922177 Detection error: 0.6612499952316284 time: 0:00:18.116363
- B/E: 20 / 0 , Gen_loss: 0.37817538 MI_loss: -3.5905847e-05 Detection error: 0.6551116108894348 time: 0:00:18.949018
- B/E: 21 / 0 , Gen_loss: 0.36921254 MI_loss: 6.800326e-05 Detection error: 0.6481803953647614 time: 0:00:19.780917
- B/E: 22 / 0 , Gen_loss: 0.36069804 MI_loss: 0.00023380326 Detection error: 0.6402201056480408 time: 0:00:20.610507
- B/E: 23 / 0 , Gen_loss: 0.35098603 MI_loss: 0.00024385739 Detection error: 0.6312617063522339 time: 0:00:21.440513
- B/E: 24 / 0 , Gen_loss: 0.3415553 MI_loss: 0.00029850614 Detection error: 0.6219537556171417 time: 0:00:22.277374
- B/E: 25 / 0 , Gen_loss: 0.33369023 MI_loss: 0.00035591872 Detection error: 0.612542062997818 time: 0:00:23.127966
- B/E: 26 / 0 , Gen_loss: 0.32681912 MI_loss: 0.00044723006 Detection error: 0.6032291650772095 time: 0:00:23.959748
- B/E: 27 / 0 , Gen_loss: 0.32090136 MI_loss: 0.0003609116 Detection error: 0.5939598083496094 time: 0:00:24.793291
- B/E: 28 / 0 , Gen_loss: 0.31011656 MI_loss: 0.00071072637 Detection error: 0.5845765173435211 time: 0:00:25.555108
- B/E: 29 / 0 , Gen_loss: 0.30212694 MI_loss: 0.0006365938 Detection error: 0.5751989483833313 time: 0:00:26.281836
- B/E: 30 / 0 , Gen_loss: 0.29290256 MI_loss: 0.0009466998 Detection error: 0.5658598840236664 time: 0:00:27.008630
- B/E: 31 / 0 , Gen_loss: 0.28247744 MI_loss: 0.00061789673 Detection error: 0.5562480390071869 time: 0:00:27.733650
- B/E: 32 / 0 , Gen_loss: 0.27621457 MI_loss: 0.0011461251 Detection error: 0.5465757548809052 time: 0:00:28.459593
- B/E: 33 / 0 , Gen_loss: 0.2649412 MI_loss: 0.0012539768 Detection error: 0.5369025766849518 time: 0:00:29.186703
- B/E: 34 / 0 , Gen_loss: 0.25901216 MI_loss: 0.0018959901 Detection error: 0.5274812579154968 time: 0:00:30.028276
- B/E: 35 / 0 , Gen_loss: 0.25258917 MI_loss: 0.0019854493 Detection error: 0.5184635519981384 time: 0:00:30.756905
- B/E: 36 / 0 , Gen_loss: 0.24876636 MI_loss: 0.0019459794 Detection error: 0.509858101606369 time: 0:00:31.480900
- B/E: 37 / 0 , Gen_loss: 0.24073137 MI_loss: 0.0022950708 Detection error: 0.5016167759895325 time: 0:00:32.207689
- B/E: 38 / 0 , Gen_loss: 0.23634538 MI_loss: 0.0032761777 Detection error: 0.4937412142753601 time: 0:00:32.933758
- B/E: 39 / 0 , Gen_loss: 0.22695015 MI_loss: 0.00321203 Detection error: 0.48617029190063477 time: 0:00:33.695384
- B/E: 40 / 0 , Gen_loss: 0.22552186 MI_loss: 0.003645656 Detection error: 0.47896039485931396 time: 0:00:34.422012
- B/E: 41 / 0 , Gen_loss: 0.21827577 MI_loss: 0.0041782535 Detection error: 0.472023069858551 time: 0:00:35.146402
- B/E: 42 / 0 , Gen_loss: 0.21347861 MI_loss: 0.004632948 Detection error: 0.46529215574264526 time: 0:00:35.875077
- B/E: 43 / 0 , Gen_loss: 0.2120236 MI_loss: 0.0069111455 Detection error: 0.45884448289871216 time: 0:00:36.708613
- B/E: 44 / 0 , Gen_loss: 0.20870183 MI_loss: 0.0069253314 Detection error: 0.4526110887527466 time: 0:00:37.537315
- B/E: 45 / 0 , Gen_loss: 0.2042491 MI_loss: 0.008653044 Detection error: 0.44660598039627075 time: 0:00:38.380421
- B/E: 46 / 0 , Gen_loss: 0.20023988 MI_loss: 0.009718712 Detection error: 0.4407951831817627 time: 0:00:39.212759
- B/E: 47 / 0 , Gen_loss: 0.19995412 MI_loss: 0.012538018 Detection error: 0.43527668714523315 time: 0:00:39.992492
- B/E: 48 / 0 , Gen_loss: 0.20020871 MI_loss: 0.014282293 Detection error: 0.4299343228340149 time: 0:00:40.811236
- B/E: 49 / 0 , Gen_loss: 0.19420102 MI_loss: 0.0178765 Detection error: 0.4248200058937073 time: 0:00:41.542167
- B/E: 50 / 0 , Gen_loss: 0.19178206 MI_loss: 0.018364131 Detection error: 0.4198731780052185 time: 0:00:42.269562
- B/E: 51 / 0 , Gen_loss: 0.18953677 MI_loss: 0.022489425 Detection error: 0.4151418209075928 time: 0:00:43.000285
- B/E: 52 / 0 , Gen_loss: 0.18415906 MI_loss: 0.030118838 Detection error: 0.4105678200721741 time: 0:00:43.733630
- B/E: 53 / 0 , Gen_loss: 0.18311407 MI_loss: 0.034221712 Detection error: 0.4061921238899231 time: 0:00:44.490695
- B/E: 54 / 0 , Gen_loss: 0.17798284 MI_loss: 0.03778731 Detection error: 0.4018181562423706 time: 0:00:45.219665
- B/E: 55 / 0 , Gen_loss: 0.17612977 MI_loss: 0.048626702 Detection error: 0.397677481174469 time: 0:00:45.948561
- B/E: 56 / 0 , Gen_loss: 0.17152384 MI_loss: 0.053725556 Detection error: 0.3936326503753662 time: 0:00:46.680215
- B/E: 57 / 0 , Gen_loss: 0.16695696 MI_loss: 0.070726916 Detection error: 0.3896729350090027 time: 0:00:47.408576
- B/E: 58 / 0 , Gen_loss: 0.16363691 MI_loss: 0.08269693 Detection error: 0.38577067852020264 time: 0:00:48.225685
- B/E: 59 / 0 , Gen_loss: 0.16138765 MI_loss: 0.09702185 Detection error: 0.3820379972457886 time: 0:00:49.057742
- B/E: 60 / 0 , Gen_loss: 0.15710625 MI_loss: 0.1120684 Detection error: 0.37839651107788086 time: 0:00:49.894559
- B/E: 61 / 0 , Gen_loss: 0.15238613 MI_loss: 0.12714161 Detection error: 0.37480342388153076 time: 0:00:50.658700
- B/E: 62 / 0 , Gen_loss: 0.15479976 MI_loss: 0.15545759 Detection error: 0.37135565280914307 time: 0:00:51.389841
- B/E: 63 / 0 , Gen_loss: 0.1489617 MI_loss: 0.174126 Detection error: 0.36793017387390137 time: 0:00:52.120979
- B/E: 64 / 0 , Gen_loss: 0.14723907 MI_loss: 0.20193449 Detection error: 0.36458271741867065 time: 0:00:52.932294
- B/E: 65 / 0 , Gen_loss: 0.14548394 MI_loss: 0.2262964 Detection error: 0.3613247871398926 time: 0:00:53.661142
- B/E: 66 / 0 , Gen_loss: 0.14243624 MI_loss: 0.26258197 Detection error: 0.35820895433425903 time: 0:00:54.389244
- B/E: 67 / 0 , Gen_loss: 0.13798973 MI_loss: 0.30555117 Detection error: 0.35509926080703735 time: 0:00:55.207396
- B/E: 68 / 0 , Gen_loss: 0.1346591 MI_loss: 0.3316111 Detection error: 0.3520611524581909 time: 0:00:56.041098
- B/E: 69 / 0 , Gen_loss: 0.1341371 MI_loss: 0.37327963 Detection error: 0.34909600019454956 time: 0:00:56.876205
- B/E: 70 / 0 , Gen_loss: 0.13062188 MI_loss: 0.40329424 Detection error: 0.346182644367218 time: 0:00:57.708121
- B/E: 71 / 0 , Gen_loss: 0.12451612 MI_loss: 0.4566623 Detection error: 0.34324389696121216 time: 0:00:58.545024
- B/E: 72 / 0 , Gen_loss: 0.123736724 MI_loss: 0.5182436 Detection error: 0.34039169549942017 time: 0:00:59.378370
- B/E: 73 / 0 , Gen_loss: 0.118836954 MI_loss: 0.59448195 Detection error: 0.33756041526794434 time: 0:01:00.211296
- B/E: 74 / 0 , Gen_loss: 0.11966812 MI_loss: 0.6333426 Detection error: 0.33482080698013306 time: 0:01:01.046572
- B/E: 75 / 0 , Gen_loss: 0.11402354 MI_loss: 0.68359137 Detection error: 0.3320764899253845 time: 0:01:01.883979
- B/E: 76 / 0 , Gen_loss: 0.10970061 MI_loss: 0.7649213 Detection error: 0.32938921451568604 time: 0:01:02.720068
- B/E: 77 / 0 , Gen_loss: 0.104373366 MI_loss: 0.86243325 Detection error: 0.3267311453819275 time: 0:01:03.556977
- B/E: 78 / 0 , Gen_loss: 0.10265652 MI_loss: 0.922776 Detection error: 0.32414400577545166 time: 0:01:04.407774
- B/E: 79 / 0 , Gen_loss: 0.09835483 MI_loss: 1.0393605 Detection error: 0.3215656280517578 time: 0:01:05.249573
- B/E: 80 / 0 , Gen_loss: 0.09563648 MI_loss: 1.1220365 Detection error: 0.31903666257858276 time: 0:01:06.211548
- B/E: 81 / 0 , Gen_loss: 0.092447005 MI_loss: 1.185518 Detection error: 0.31653279066085815 time: 0:01:07.045815
- B/E: 82 / 0 , Gen_loss: 0.087838575 MI_loss: 1.3202759 Detection error: 0.3140767812728882 time: 0:01:07.884155
- B/E: 83 / 0 , Gen_loss: 0.0875572 MI_loss: 1.3899403 Detection error: 0.3116651773452759 time: 0:01:08.718320
- B/E: 84 / 0 , Gen_loss: 0.07915685 MI_loss: 1.5051221 Detection error: 0.30924010276794434 time: 0:01:09.552733
- B/E: 85 / 0 , Gen_loss: 0.07591768 MI_loss: 1.6264789 Detection error: 0.30688589811325073 time: 0:01:10.391148
- B/E: 86 / 0 , Gen_loss: 0.074599296 MI_loss: 1.7301037 Detection error: 0.3045768737792969 time: 0:01:11.228787
- B/E: 87 / 0 , Gen_loss: 0.068675876 MI_loss: 1.8677634 Detection error: 0.30228906869888306 time: 0:01:12.063684
- B/E: 88 / 0 , Gen_loss: 0.06877505 MI_loss: 1.9978544 Detection error: 0.30004602670669556 time: 0:01:12.901126
- B/E: 89 / 0 , Gen_loss: 0.061881833 MI_loss: 2.1911457 Detection error: 0.297812819480896 time: 0:01:13.740698
- B/E: 90 / 0 , Gen_loss: 0.057550386 MI_loss: 2.2829762 Detection error: 0.2956225872039795 time: 0:01:14.576210
- B/E: 91 / 0 , Gen_loss: 0.056347053 MI_loss: 2.4031243 Detection error: 0.29348164796829224 time: 0:01:15.412877
- B/E: 92 / 0 , Gen_loss: 0.047650132 MI_loss: 2.523982 Detection error: 0.2913138270378113 time: 0:01:16.248458
- B/E: 93 / 0 , Gen_loss: 0.046919744 MI_loss: 2.7372746 Detection error: 0.28923171758651733 time: 0:01:17.083500
- B/E: 94 / 0 , Gen_loss: 0.045691203 MI_loss: 2.9173656 Detection error: 0.28718751668930054 time: 0:01:17.922149
- B/E: 95 / 0 , Gen_loss: 0.037588708 MI_loss: 3.0755997 Detection error: 0.2851536273956299 time: 0:01:18.758353
- B/E: 96 / 0 , Gen_loss: 0.03416807 MI_loss: 3.1387384 Detection error: 0.283149778842926 time: 0:01:19.672083
- B/E: 97 / 0 , Gen_loss: 0.02956171 MI_loss: 3.4341493 Detection error: 0.28118401765823364 time: 0:01:20.510009
- B/E: 98 / 0 , Gen_loss: 0.026436001 MI_loss: 3.5143685 Detection error: 0.27923768758773804 time: 0:01:21.348781
- B/E: 99 / 0 , Gen_loss: 0.022029482 MI_loss: 3.6567552 Detection error: 0.2773352861404419 time: 0:01:22.188964
- B/E: 100 / 0 , Gen_loss: 0.019212931 MI_loss: 3.9650378 Detection error: 0.27546995878219604 time: 0:01:23.025365
- B/E: 101 / 0 , Gen_loss: 0.014883958 MI_loss: 4.0643845 Detection error: 0.2736262083053589 time: 0:01:23.866312
- B/E: 102 / 0 , Gen_loss: 0.0097761825 MI_loss: 4.193696 Detection error: 0.2717949151992798 time: 0:01:24.705126
- B/E: 103 / 0 , Gen_loss: 0.002418518 MI_loss: 4.6351776 Detection error: 0.2700048089027405 time: 0:01:25.546531
- B/E: 104 / 0 , Gen_loss: 0.0028409064 MI_loss: 4.5106497 Detection error: 0.26824551820755005 time: 0:01:26.382266
- B/E: 105 / 0 , Gen_loss: -0.00063225627 MI_loss: 4.6945825 Detection error: 0.2665082812309265 time: 0:01:27.218659
- B/E: 106 / 0 , Gen_loss: -0.004587069 MI_loss: 4.970214 Detection error: 0.26480960845947266 time: 0:01:28.056983
- B/E: 107 / 0 , Gen_loss: -0.01234252 MI_loss: 5.2723374 Detection error: 0.2631220817565918 time: 0:01:28.894287
- B/E: 108 / 0 , Gen_loss: -0.019119583 MI_loss: 5.5815096 Detection error: 0.26146847009658813 time: 0:01:29.737008
- B/E: 109 / 0 , Gen_loss: -0.019456424 MI_loss: 5.570875 Detection error: 0.25982213020324707 time: 0:01:30.571517
- B/E: 110 / 0 , Gen_loss: -0.02639065 MI_loss: 5.735511 Detection error: 0.2581824064254761 time: 0:01:31.408117
- B/E: 111 / 0 , Gen_loss: -0.03004188 MI_loss: 6.111063 Detection error: 0.25657784938812256 time: 0:01:32.242978
- B/E: 112 / 0 , Gen_loss: -0.033292294 MI_loss: 6.243887 Detection error: 0.2550196051597595 time: 0:01:33.173093
- B/E: 113 / 0 , Gen_loss: -0.038068525 MI_loss: 6.4337535 Detection error: 0.253473162651062 time: 0:01:34.011266
- B/E: 114 / 0 , Gen_loss: -0.044105753 MI_loss: 6.803566 Detection error: 0.2519475817680359 time: 0:01:34.848099
- B/E: 115 / 0 , Gen_loss: -0.047589928 MI_loss: 6.855301 Detection error: 0.25044745206832886 time: 0:01:35.682713
- B/E: 116 / 0 , Gen_loss: -0.052864045 MI_loss: 7.1518445 Detection error: 0.2489500641822815 time: 0:01:36.517597
- B/E: 117 / 0 , Gen_loss: -0.05443895 MI_loss: 7.225786 Detection error: 0.2474684715270996 time: 0:01:37.376526
- B/E: 118 / 0 , Gen_loss: -0.05772817 MI_loss: 7.339903 Detection error: 0.24601733684539795 time: 0:01:38.205449
- B/E: 119 / 0 , Gen_loss: -0.061131068 MI_loss: 7.5322046 Detection error: 0.2445799708366394 time: 0:01:38.972944
- B/E: 120 / 0 , Gen_loss: -0.06515771 MI_loss: 7.709932 Detection error: 0.24316346645355225 time: 0:01:39.706299
- B/E: 121 / 0 , Gen_loss: -0.06850819 MI_loss: 7.991248 Detection error: 0.24178481101989746 time: 0:01:40.436605
- B/E: 122 / 0 , Gen_loss: -0.07582956 MI_loss: 8.236803 Detection error: 0.24043166637420654 time: 0:01:41.169774
- B/E: 123 / 0 , Gen_loss: -0.0737762 MI_loss: 8.143715 Detection error: 0.23906928300857544 time: 0:01:41.901785
- B/E: 124 / 0 , Gen_loss: -0.082151756 MI_loss: 8.544019 Detection error: 0.23773425817489624 time: 0:01:42.633826
- B/E: 125 / 0 , Gen_loss: -0.07899072 MI_loss: 8.454006 Detection error: 0.23641890287399292 time: 0:01:43.364610
- B/E: 126 / 0 , Gen_loss: -0.085225105 MI_loss: 8.736937 Detection error: 0.23512941598892212 time: 0:01:44.103801
- B/E: 127 / 0 , Gen_loss: -0.089577004 MI_loss: 8.913639 Detection error: 0.23384326696395874 time: 0:01:44.836547
- B/E: 128 / 0 , Gen_loss: -0.09399772 MI_loss: 9.18511 Detection error: 0.23256903886795044 time: 0:01:45.668200
- B/E: 129 / 0 , Gen_loss: -0.0968706 MI_loss: 9.303901 Detection error: 0.23132091760635376 time: 0:01:46.401038
- B/E: 130 / 0 , Gen_loss: -0.10323804 MI_loss: 9.651072 Detection error: 0.2300899624824524 time: 0:01:47.226415
- B/E: 131 / 0 , Gen_loss: -0.10548507 MI_loss: 9.6933155 Detection error: 0.22887784242630005 time: 0:01:48.064610
- B/E: 132 / 0 , Gen_loss: -0.107190534 MI_loss: 9.823553 Detection error: 0.22768634557724 time: 0:01:48.901452
- B/E: 133 / 0 , Gen_loss: -0.109591186 MI_loss: 10.122005 Detection error: 0.2265300750732422 time: 0:01:49.740483
- B/E: 134 / 0 , Gen_loss: -0.11095627 MI_loss: 10.054525 Detection error: 0.22536158561706543 time: 0:01:50.588507
- B/E: 135 / 0 , Gen_loss: -0.115015976 MI_loss: 10.2115135 Detection error: 0.22421115636825562 time: 0:01:51.425407
- B/E: 136 / 0 , Gen_loss: -0.114727005 MI_loss: 10.102539 Detection error: 0.22307324409484863 time: 0:01:52.255959
- B/E: 137 / 0 , Gen_loss: -0.12171333 MI_loss: 10.534018 Detection error: 0.2219456434249878 time: 0:01:52.990319
- B/E: 138 / 0 , Gen_loss: -0.119645715 MI_loss: 10.408529 Detection error: 0.2208331823348999 time: 0:01:53.725347
- B/E: 139 / 0 , Gen_loss: -0.12564208 MI_loss: 10.8129015 Detection error: 0.21974778175354004 time: 0:01:54.457143
- B/E: 140 / 0 , Gen_loss: -0.12739116 MI_loss: 10.855953 Detection error: 0.21867507696151733 time: 0:01:55.194819
- B/E: 141 / 0 , Gen_loss: -0.13218501 MI_loss: 10.930321 Detection error: 0.21759241819381714 time: 0:01:55.926798
- B/E: 142 / 0 , Gen_loss: -0.13846901 MI_loss: 11.350714 Detection error: 0.21653038263320923 time: 0:01:56.661236
- B/E: 143 / 0 , Gen_loss: -0.12953456 MI_loss: 10.924969 Detection error: 0.21549177169799805 time: 0:01:57.415187
- B/E: 144 / 0 , Gen_loss: -0.13940862 MI_loss: 11.382129 Detection error: 0.21446144580841064 time: 0:01:58.294984
- B/E: 145 / 0 , Gen_loss: -0.14100012 MI_loss: 11.410188 Detection error: 0.21342378854751587 time: 0:01:59.132841
- B/E: 146 / 0 , Gen_loss: -0.13735424 MI_loss: 11.34164 Detection error: 0.2124236822128296 time: 0:01:59.968845
- B/E: 147 / 0 , Gen_loss: -0.14411587 MI_loss: 11.679654 Detection error: 0.2114279866218567 time: 0:02:00.810712
- B/E: 148 / 0 , Gen_loss: -0.14272915 MI_loss: 11.509344 Detection error: 0.2104446291923523 time: 0:02:01.650346
- B/E: 149 / 0 , Gen_loss: -0.14510372 MI_loss: 11.682741 Detection error: 0.20948123931884766 time: 0:02:02.488525
-
- Test Loss: 7.87983 Test Error: 0.06500834226608276
- -----
- EPOCH: 1
- B/E: 0 / 1 , Gen_loss: -0.15064575 MI_loss: 11.882557 Detection error: 0.06400001049041748 time: 0:02:04.426064
- B/E: 1 / 1 , Gen_loss: -0.100800306 MI_loss: 9.181843 Detection error: 0.06489062309265137 time: 0:02:05.946818
- B/E: 2 / 1 , Gen_loss: -0.15168536 MI_loss: 11.854165 Detection error: 0.06420832872390747 time: 0:02:06.678376
- B/E: 3 / 1 , Gen_loss: -0.13892792 MI_loss: 11.34631 Detection error: 0.06382811069488525 time: 0:02:07.493446
- B/E: 4 / 1 , Gen_loss: -0.13558483 MI_loss: 11.228521 Detection error: 0.06418752670288086 time: 0:02:08.333076
- B/E: 5 / 1 , Gen_loss: -0.1446749 MI_loss: 11.552477 Detection error: 0.06398439407348633 time: 0:02:09.172677
- B/E: 6 / 1 , Gen_loss: -0.15020409 MI_loss: 11.889343 Detection error: 0.0637902021408081 time: 0:02:09.946066
- B/E: 7 / 1 , Gen_loss: -0.15380186 MI_loss: 12.000576 Detection error: 0.06364452838897705 time: 0:02:10.676695
- B/E: 8 / 1 , Gen_loss: -0.1440371 MI_loss: 11.451849 Detection error: 0.06354862451553345 time: 0:02:11.408752
- B/E: 9 / 1 , Gen_loss: -0.14460675 MI_loss: 11.520462 Detection error: 0.063365638256073 time: 0:02:12.335240
- B/E: 10 / 1 , Gen_loss: -0.14826861 MI_loss: 11.70434 Detection error: 0.06333237886428833 time: 0:02:13.179050
- B/E: 11 / 1 , Gen_loss: -0.15536821 MI_loss: 12.135005 Detection error: 0.06329166889190674 time: 0:02:14.016132
- B/E: 12 / 1 , Gen_loss: -0.16172163 MI_loss: 12.46026 Detection error: 0.06318747997283936 time: 0:02:14.771652
- B/E: 13 / 1 , Gen_loss: -0.15885895 MI_loss: 12.203314 Detection error: 0.0628705620765686 time: 0:02:15.502002
- B/E: 14 / 1 , Gen_loss: -0.1568903 MI_loss: 12.124902 Detection error: 0.0626937747001648 time: 0:02:16.234246
- B/E: 15 / 1 , Gen_loss: -0.16238907 MI_loss: 12.376047 Detection error: 0.06247854232788086 time: 0:02:16.966205
- B/E: 16 / 1 , Gen_loss: -0.16741396 MI_loss: 12.559546 Detection error: 0.062198519706726074 time: 0:02:17.775942
- B/E: 17 / 1 , Gen_loss: -0.16131732 MI_loss: 12.254917 Detection error: 0.06208854913711548 time: 0:02:18.613546
- B/E: 18 / 1 , Gen_loss: -0.16430311 MI_loss: 12.435148 Detection error: 0.061863481998443604 time: 0:02:19.439226
- B/E: 19 / 1 , Gen_loss: -0.16162525 MI_loss: 12.272933 Detection error: 0.061682820320129395 time: 0:02:20.171242
- B/E: 20 / 1 , Gen_loss: -0.16603303 MI_loss: 12.339741 Detection error: 0.06150001287460327 time: 0:02:20.903558
- B/E: 21 / 1 , Gen_loss: -0.17231227 MI_loss: 12.908854 Detection error: 0.06129121780395508 time: 0:02:21.635737
- B/E: 22 / 1 , Gen_loss: -0.17397436 MI_loss: 12.824277 Detection error: 0.0610693097114563 time: 0:02:22.454822
- B/E: 23 / 1 , Gen_loss: -0.17879605 MI_loss: 13.108197 Detection error: 0.0608372688293457 time: 0:02:23.292139
- B/E: 24 / 1 , Gen_loss: -0.1779027 MI_loss: 13.125526 Detection error: 0.06066000461578369 time: 0:02:24.133324
- B/E: 25 / 1 , Gen_loss: -0.17642824 MI_loss: 12.874968 Detection error: 0.0605168342590332 time: 0:02:25.073122
- B/E: 26 / 1 , Gen_loss: -0.17092624 MI_loss: 12.908789 Detection error: 0.060451388359069824 time: 0:02:25.913539
- B/E: 27 / 1 , Gen_loss: -0.16812176 MI_loss: 12.6329975 Detection error: 0.0602567195892334 time: 0:02:26.752372
- B/E: 28 / 1 , Gen_loss: -0.18348277 MI_loss: 13.314839 Detection error: 0.060028016567230225 time: 0:02:27.590495
- B/E: 29 / 1 , Gen_loss: -0.16555266 MI_loss: 12.359621 Detection error: 0.059867680072784424 time: 0:02:28.430878
- B/E: 30 / 1 , Gen_loss: -0.1836737 MI_loss: 13.276867 Detection error: 0.05965322256088257 time: 0:02:29.268928
- B/E: 31 / 1 , Gen_loss: -0.18258038 MI_loss: 13.205372 Detection error: 0.059473633766174316 time: 0:02:30.111210
- B/E: 32 / 1 , Gen_loss: -0.1782262 MI_loss: 13.064541 Detection error: 0.05934089422225952 time: 0:02:30.952126
- B/E: 33 / 1 , Gen_loss: -0.18382 MI_loss: 13.229565 Detection error: 0.059091925621032715 time: 0:02:31.793258
- B/E: 34 / 1 , Gen_loss: -0.17497325 MI_loss: 12.817579 Detection error: 0.05893123149871826 time: 0:02:32.639867
- B/E: 35 / 1 , Gen_loss: -0.18442646 MI_loss: 13.329126 Detection error: 0.05875694751739502 time: 0:02:33.481849
- B/E: 36 / 1 , Gen_loss: -0.18819821 MI_loss: 13.50656 Detection error: 0.05855661630630493 time: 0:02:34.320436
- B/E: 37 / 1 , Gen_loss: -0.18658632 MI_loss: 13.3237915 Detection error: 0.058348655700683594 time: 0:02:35.162833
- B/E: 38 / 1 , Gen_loss: -0.19070409 MI_loss: 13.55802 Detection error: 0.0581699013710022 time: 0:02:36.004343
- B/E: 39 / 1 , Gen_loss: -0.18908052 MI_loss: 13.388037 Detection error: 0.0579601526260376 time: 0:02:36.853147
- B/E: 40 / 1 , Gen_loss: -0.18407728 MI_loss: 13.267751 Detection error: 0.05782240629196167 time: 0:02:37.695069
- B/E: 41 / 1 , Gen_loss: -0.19622031 MI_loss: 13.920834 Detection error: 0.05765920877456665 time: 0:02:38.624196
- B/E: 42 / 1 , Gen_loss: -0.18659621 MI_loss: 13.322805 Detection error: 0.057487666606903076 time: 0:02:39.464488
- B/E: 43 / 1 , Gen_loss: -0.19327454 MI_loss: 13.63199 Detection error: 0.057296156883239746 time: 0:02:40.309154
- B/E: 44 / 1 , Gen_loss: -0.19223315 MI_loss: 13.595505 Detection error: 0.05711251497268677 time: 0:02:41.148362
- B/E: 45 / 1 , Gen_loss: -0.18984678 MI_loss: 13.530825 Detection error: 0.0569571852684021 time: 0:02:41.987581
- B/E: 46 / 1 , Gen_loss: -0.19246611 MI_loss: 13.651838 Detection error: 0.05681252479553223 time: 0:02:42.827729
- B/E: 47 / 1 , Gen_loss: -0.19301578 MI_loss: 13.604569 Detection error: 0.0566595196723938 time: 0:02:43.665357
- B/E: 48 / 1 , Gen_loss: -0.19816129 MI_loss: 13.95478 Detection error: 0.056498706340789795 time: 0:02:44.526941
- B/E: 49 / 1 , Gen_loss: -0.1936292 MI_loss: 13.6255245 Detection error: 0.05632251501083374 time: 0:02:45.375225
- B/E: 50 / 1 , Gen_loss: -0.18850717 MI_loss: 13.372125 Detection error: 0.05615872144699097 time: 0:02:46.214848
- B/E: 51 / 1 , Gen_loss: -0.19224203 MI_loss: 13.61237 Detection error: 0.05599939823150635 time: 0:02:47.056851
- B/E: 52 / 1 , Gen_loss: -0.20535466 MI_loss: 14.268513 Detection error: 0.05580544471740723 time: 0:02:47.896344
- B/E: 53 / 1 , Gen_loss: -0.19717482 MI_loss: 13.722068 Detection error: 0.05564063787460327 time: 0:02:48.741466
- B/E: 54 / 1 , Gen_loss: -0.19935168 MI_loss: 13.769864 Detection error: 0.05545002222061157 time: 0:02:49.583556
- B/E: 55 / 1 , Gen_loss: -0.20290712 MI_loss: 14.178712 Detection error: 0.05529522895812988 time: 0:02:50.438170
- B/E: 56 / 1 , Gen_loss: -0.20083988 MI_loss: 13.961338 Detection error: 0.05511730909347534 time: 0:02:51.278763
- B/E: 57 / 1 , Gen_loss: -0.19772097 MI_loss: 13.8633995 Detection error: 0.05493587255477905 time: 0:02:52.218721
- B/E: 58 / 1 , Gen_loss: -0.20843011 MI_loss: 14.264569 Detection error: 0.05473196506500244 time: 0:02:53.059308
- B/E: 59 / 1 , Gen_loss: -0.19907439 MI_loss: 13.877818 Detection error: 0.05458176136016846 time: 0:02:53.900149
- B/E: 60 / 1 , Gen_loss: -0.20327795 MI_loss: 14.015957 Detection error: 0.054425716400146484 time: 0:02:54.740540
- B/E: 61 / 1 , Gen_loss: -0.20561023 MI_loss: 14.133438 Detection error: 0.0542525053024292 time: 0:02:55.580745
- B/E: 62 / 1 , Gen_loss: -0.19897681 MI_loss: 13.820423 Detection error: 0.054123520851135254 time: 0:02:56.422122
- B/E: 63 / 1 , Gen_loss: -0.2015126 MI_loss: 14.021006 Detection error: 0.05394577980041504 time: 0:02:57.260635
- B/E: 64 / 1 , Gen_loss: -0.19838199 MI_loss: 13.769582 Detection error: 0.053788959980010986 time: 0:02:58.100971
- B/E: 65 / 1 , Gen_loss: -0.20284119 MI_loss: 13.946109 Detection error: 0.05360746383666992 time: 0:02:58.944412
- B/E: 66 / 1 , Gen_loss: -0.20701647 MI_loss: 14.233255 Detection error: 0.05342912673950195 time: 0:02:59.787734
- B/E: 67 / 1 , Gen_loss: -0.2125918 MI_loss: 14.452054 Detection error: 0.05325186252593994 time: 0:03:00.631290
- B/E: 68 / 1 , Gen_loss: -0.21124423 MI_loss: 14.396678 Detection error: 0.05306476354598999 time: 0:03:01.471089
- B/E: 69 / 1 , Gen_loss: -0.2032963 MI_loss: 13.9087515 Detection error: 0.05292320251464844 time: 0:03:02.327339
- B/E: 70 / 1 , Gen_loss: -0.20810068 MI_loss: 14.217826 Detection error: 0.05276674032211304 time: 0:03:03.169774
- B/E: 71 / 1 , Gen_loss: -0.20941642 MI_loss: 14.265436 Detection error: 0.05258941650390625 time: 0:03:04.032741
- B/E: 72 / 1 , Gen_loss: -0.20465487 MI_loss: 14.031773 Detection error: 0.05243319272994995 time: 0:03:04.886741
- B/E: 73 / 1 , Gen_loss: -0.2149744 MI_loss: 14.667707 Detection error: 0.05227404832839966 time: 0:03:05.818820
- B/E: 74 / 1 , Gen_loss: -0.21160683 MI_loss: 14.422295 Detection error: 0.052127063274383545 time: 0:03:06.660030
- B/E: 75 / 1 , Gen_loss: -0.20986432 MI_loss: 14.14414 Detection error: 0.05192762613296509 time: 0:03:07.505923
- B/E: 76 / 1 , Gen_loss: -0.21241169 MI_loss: 14.37332 Detection error: 0.05175286531448364 time: 0:03:08.292222
- B/E: 77 / 1 , Gen_loss: -0.21616183 MI_loss: 14.466843 Detection error: 0.05156892538070679 time: 0:03:09.027898
- B/E: 78 / 1 , Gen_loss: -0.2103765 MI_loss: 14.129715 Detection error: 0.05141180753707886 time: 0:03:09.855367
- B/E: 79 / 1 , Gen_loss: -0.21882354 MI_loss: 14.689468 Detection error: 0.05123436450958252 time: 0:03:10.704011
- B/E: 80 / 1 , Gen_loss: -0.21359107 MI_loss: 14.269907 Detection error: 0.05105900764465332 time: 0:03:11.550066
- B/E: 81 / 1 , Gen_loss: -0.20859057 MI_loss: 13.95809 Detection error: 0.05087995529174805 time: 0:03:12.325267
- B/E: 82 / 1 , Gen_loss: -0.22064385 MI_loss: 14.742296 Detection error: 0.05071461200714111 time: 0:03:13.058916
- B/E: 83 / 1 , Gen_loss: -0.20881519 MI_loss: 14.193663 Detection error: 0.05055731534957886 time: 0:03:13.893352
- B/E: 84 / 1 , Gen_loss: -0.20918871 MI_loss: 14.033831 Detection error: 0.05037057399749756 time: 0:03:14.733014
- B/E: 85 / 1 , Gen_loss: -0.2178756 MI_loss: 14.378143 Detection error: 0.050186753273010254 time: 0:03:15.592836
- B/E: 86 / 1 , Gen_loss: -0.21899766 MI_loss: 14.460689 Detection error: 0.05000537633895874 time: 0:03:16.365595
- B/E: 87 / 1 , Gen_loss: -0.21565151 MI_loss: 14.276404 Detection error: 0.049812495708465576 time: 0:03:17.098653
- B/E: 88 / 1 , Gen_loss: -0.21819377 MI_loss: 14.570023 Detection error: 0.04965376853942871 time: 0:03:17.856532
- B/E: 89 / 1 , Gen_loss: -0.21942674 MI_loss: 14.593104 Detection error: 0.04949134588241577 time: 0:03:18.767304
- B/E: 90 / 1 , Gen_loss: -0.21564704 MI_loss: 14.321676 Detection error: 0.04932624101638794 time: 0:03:19.610991
- B/E: 91 / 1 , Gen_loss: -0.2157151 MI_loss: 14.463606 Detection error: 0.049169182777404785 time: 0:03:20.450130
- B/E: 92 / 1 , Gen_loss: -0.21323152 MI_loss: 14.188538 Detection error: 0.04899829626083374 time: 0:03:21.289722
- B/E: 93 / 1 , Gen_loss: -0.2167812 MI_loss: 14.395374 Detection error: 0.04882878065109253 time: 0:03:22.128619
- B/E: 94 / 1 , Gen_loss: -0.20562881 MI_loss: 13.814616 Detection error: 0.04867136478424072 time: 0:03:22.969266
- B/E: 95 / 1 , Gen_loss: -0.22673398 MI_loss: 15.01672 Detection error: 0.048511385917663574 time: 0:03:23.811334
- B/E: 96 / 1 , Gen_loss: -0.21512982 MI_loss: 14.26528 Detection error: 0.048336684703826904 time: 0:03:24.651964
- B/E: 97 / 1 , Gen_loss: -0.22006962 MI_loss: 14.568625 Detection error: 0.04817187786102295 time: 0:03:25.499291
- B/E: 98 / 1 , Gen_loss: -0.22237894 MI_loss: 14.586253 Detection error: 0.0480116605758667 time: 0:03:26.341512
- B/E: 99 / 1 , Gen_loss: -0.22669253 MI_loss: 14.840643 Detection error: 0.0478440523147583 time: 0:03:27.183768
- B/E: 100 / 1 , Gen_loss: -0.22089624 MI_loss: 14.521085 Detection error: 0.04769617319107056 time: 0:03:28.024309
- B/E: 101 / 1 , Gen_loss: -0.22127393 MI_loss: 14.563259 Detection error: 0.04753464460372925 time: 0:03:28.871734
- B/E: 102 / 1 , Gen_loss: -0.22550708 MI_loss: 14.755529 Detection error: 0.047374725341796875 time: 0:03:29.711988
- B/E: 103 / 1 , Gen_loss: -0.21985018 MI_loss: 14.465893 Detection error: 0.047221481800079346 time: 0:03:30.491237
- B/E: 104 / 1 , Gen_loss: -0.21773866 MI_loss: 14.326862 Detection error: 0.0470583438873291 time: 0:03:31.230202
- B/E: 105 / 1 , Gen_loss: -0.21095254 MI_loss: 13.941212 Detection error: 0.0469130277633667 time: 0:03:32.139109
- B/E: 106 / 1 , Gen_loss: -0.22596204 MI_loss: 14.740452 Detection error: 0.04677075147628784 time: 0:03:32.907602
- B/E: 107 / 1 , Gen_loss: -0.22485247 MI_loss: 14.611564 Detection error: 0.04662412405014038 time: 0:03:33.643247
- B/E: 108 / 1 , Gen_loss: -0.22614978 MI_loss: 14.817099 Detection error: 0.04647707939147949 time: 0:03:34.472624
- B/E: 109 / 1 , Gen_loss: -0.22719201 MI_loss: 14.760064 Detection error: 0.046321332454681396 time: 0:03:35.318147
- B/E: 110 / 1 , Gen_loss: -0.22510147 MI_loss: 14.456606 Detection error: 0.04615485668182373 time: 0:03:36.159762
- B/E: 111 / 1 , Gen_loss: -0.2333777 MI_loss: 15.108311 Detection error: 0.04601001739501953 time: 0:03:37.000013
- B/E: 112 / 1 , Gen_loss: -0.23039334 MI_loss: 14.858202 Detection error: 0.0458451509475708 time: 0:03:37.839525
- B/E: 113 / 1 , Gen_loss: -0.22573805 MI_loss: 14.636991 Detection error: 0.04569464921951294 time: 0:03:38.678336
- B/E: 114 / 1 , Gen_loss: -0.22598577 MI_loss: 14.787177 Detection error: 0.045547544956207275 time: 0:03:39.523619
- B/E: 115 / 1 , Gen_loss: -0.2246017 MI_loss: 14.591582 Detection error: 0.045411646366119385 time: 0:03:40.363855
- B/E: 116 / 1 , Gen_loss: -0.22024366 MI_loss: 14.297039 Detection error: 0.04526174068450928 time: 0:03:41.205999
- B/E: 117 / 1 , Gen_loss: -0.21850356 MI_loss: 14.153777 Detection error: 0.045123934745788574 time: 0:03:42.073441
- B/E: 118 / 1 , Gen_loss: -0.22739352 MI_loss: 14.631262 Detection error: 0.04497110843658447 time: 0:03:42.918954
- B/E: 119 / 1 , Gen_loss: -0.23005079 MI_loss: 14.86167 Detection error: 0.044841647148132324 time: 0:03:43.759837
- B/E: 120 / 1 , Gen_loss: -0.2262877 MI_loss: 14.641909 Detection error: 0.04470503330230713 time: 0:03:44.601014
- B/E: 121 / 1 , Gen_loss: -0.22481352 MI_loss: 14.647881 Detection error: 0.04457533359527588 time: 0:03:45.531436
- B/E: 122 / 1 , Gen_loss: -0.236193 MI_loss: 15.132981 Detection error: 0.04443240165710449 time: 0:03:46.374095
- B/E: 123 / 1 , Gen_loss: -0.23046063 MI_loss: 14.853995 Detection error: 0.044296860694885254 time: 0:03:47.239089
- B/E: 124 / 1 , Gen_loss: -0.23951012 MI_loss: 15.493172 Detection error: 0.04417252540588379 time: 0:03:48.081214
- B/E: 125 / 1 , Gen_loss: -0.22342753 MI_loss: 14.482758 Detection error: 0.04404711723327637 time: 0:03:48.843006
- B/E: 126 / 1 , Gen_loss: -0.21992652 MI_loss: 14.366089 Detection error: 0.04393845796585083 time: 0:03:49.580363
- B/E: 127 / 1 , Gen_loss: -0.23575409 MI_loss: 15.123982 Detection error: 0.04380226135253906 time: 0:03:50.314335
- B/E: 128 / 1 , Gen_loss: -0.22050205 MI_loss: 14.20228 Detection error: 0.043689191341400146 time: 0:03:51.053689
- B/E: 129 / 1 , Gen_loss: -0.24561176 MI_loss: 15.658213 Detection error: 0.043562471866607666 time: 0:03:51.883130
- B/E: 130 / 1 , Gen_loss: -0.23593706 MI_loss: 15.130835 Detection error: 0.043433189392089844 time: 0:03:52.657001
- B/E: 131 / 1 , Gen_loss: -0.23269145 MI_loss: 14.902721 Detection error: 0.04330253601074219 time: 0:03:53.392853
- B/E: 132 / 1 , Gen_loss: -0.23674814 MI_loss: 15.102276 Detection error: 0.04316633939743042 time: 0:03:54.126317
- B/E: 133 / 1 , Gen_loss: -0.23163255 MI_loss: 14.928523 Detection error: 0.04304593801498413 time: 0:03:54.864160
- B/E: 134 / 1 , Gen_loss: -0.23410855 MI_loss: 15.080557 Detection error: 0.04292869567871094 time: 0:03:55.603199
- B/E: 135 / 1 , Gen_loss: -0.23285158 MI_loss: 14.860679 Detection error: 0.042790889739990234 time: 0:03:56.338348
- B/E: 136 / 1 , Gen_loss: -0.22973429 MI_loss: 14.726322 Detection error: 0.042676568031311035 time: 0:03:57.075495
- B/E: 137 / 1 , Gen_loss: -0.22835644 MI_loss: 14.65401 Detection error: 0.04254847764968872 time: 0:03:57.992601
- B/E: 138 / 1 , Gen_loss: -0.22886074 MI_loss: 14.718849 Detection error: 0.042437970638275146 time: 0:03:58.836320
- B/E: 139 / 1 , Gen_loss: -0.2345404 MI_loss: 15.020922 Detection error: 0.042333006858825684 time: 0:03:59.601926
- B/E: 140 / 1 , Gen_loss: -0.22619937 MI_loss: 14.531818 Detection error: 0.042208313941955566 time: 0:04:00.338636
- B/E: 141 / 1 , Gen_loss: -0.23104468 MI_loss: 14.742476 Detection error: 0.04207855463027954 time: 0:04:01.093051
- B/E: 142 / 1 , Gen_loss: -0.2419727 MI_loss: 15.402799 Detection error: 0.04194796085357666 time: 0:04:01.832939
- B/E: 143 / 1 , Gen_loss: -0.23230013 MI_loss: 14.855418 Detection error: 0.04183399677276611 time: 0:04:02.570116
- B/E: 144 / 1 , Gen_loss: -0.24570692 MI_loss: 15.583878 Detection error: 0.04172712564468384 time: 0:04:03.309084
- B/E: 145 / 1 , Gen_loss: -0.23250099 MI_loss: 14.919996 Detection error: 0.041623055934906006 time: 0:04:04.055078
- B/E: 146 / 1 , Gen_loss: -0.23758605 MI_loss: 15.081222 Detection error: 0.041510820388793945 time: 0:04:04.791856
- B/E: 147 / 1 , Gen_loss: -0.24929884 MI_loss: 15.677069 Detection error: 0.04140138626098633 time: 0:04:05.528272
- B/E: 148 / 1 , Gen_loss: -0.23355007 MI_loss: 14.837279 Detection error: 0.041288793087005615 time: 0:04:06.362674
- B/E: 149 / 1 , Gen_loss: -0.23110975 MI_loss: 14.604219 Detection error: 0.041180193424224854 time: 0:04:07.113996
-
- Test Loss: 19.96267 Test Error: 0.0254666805267334
- -----
- EPOCH: 2
- B/E: 0 / 2 , Gen_loss: -0.23451409 MI_loss: 14.916231 Detection error: 0.02653127908706665 time: 0:04:08.919268
- B/E: 1 / 2 , Gen_loss: -0.07626006 MI_loss: 6.8184643 Detection error: 0.03425002098083496 time: 0:04:10.680464
- B/E: 2 / 2 , Gen_loss: -0.22401701 MI_loss: 14.14071 Detection error: 0.030749976634979248 time: 0:04:11.614174
- B/E: 3 / 2 , Gen_loss: -0.18547691 MI_loss: 12.326955 Detection error: 0.030171871185302734 time: 0:04:12.459699
- B/E: 4 / 2 , Gen_loss: -0.17306039 MI_loss: 11.795353 Detection error: 0.03008747100830078 time: 0:04:13.257069
- B/E: 5 / 2 , Gen_loss: -0.1752232 MI_loss: 11.835689 Detection error: 0.02960413694381714 time: 0:04:14.014032
- B/E: 6 / 2 , Gen_loss: -0.1971214 MI_loss: 12.809565 Detection error: 0.028977692127227783 time: 0:04:14.761376
- B/E: 7 / 2 , Gen_loss: -0.20428844 MI_loss: 13.33358 Detection error: 0.02854299545288086 time: 0:04:15.601077
- B/E: 8 / 2 , Gen_loss: -0.19892132 MI_loss: 12.978836 Detection error: 0.02808678150177002 time: 0:04:16.390427
- B/E: 9 / 2 , Gen_loss: -0.20500842 MI_loss: 13.2342825 Detection error: 0.027649998664855957 time: 0:04:17.127370
- B/E: 10 / 2 , Gen_loss: -0.20902959 MI_loss: 13.66304 Detection error: 0.027463078498840332 time: 0:04:17.948413
- B/E: 11 / 2 , Gen_loss: -0.20930259 MI_loss: 13.480907 Detection error: 0.027190089225769043 time: 0:04:18.812228
- B/E: 12 / 2 , Gen_loss: -0.22845066 MI_loss: 14.532389 Detection error: 0.026906251907348633 time: 0:04:19.655897
- B/E: 13 / 2 , Gen_loss: -0.2342096 MI_loss: 14.854954 Detection error: 0.02672100067138672 time: 0:04:20.412671
- B/E: 14 / 2 , Gen_loss: -0.23012125 MI_loss: 14.646264 Detection error: 0.02657085657119751 time: 0:04:21.151204
- B/E: 15 / 2 , Gen_loss: -0.23572215 MI_loss: 15.05307 Detection error: 0.02642577886581421 time: 0:04:21.983304
- B/E: 16 / 2 , Gen_loss: -0.21757714 MI_loss: 13.838042 Detection error: 0.026215076446533203 time: 0:04:22.826821
- B/E: 17 / 2 , Gen_loss: -0.23975873 MI_loss: 15.213886 Detection error: 0.026029527187347412 time: 0:04:23.667203
- B/E: 18 / 2 , Gen_loss: -0.2352302 MI_loss: 14.766154 Detection error: 0.025799334049224854 time: 0:04:24.610478
- B/E: 19 / 2 , Gen_loss: -0.22653046 MI_loss: 14.459823 Detection error: 0.025670289993286133 time: 0:04:25.455160
- B/E: 20 / 2 , Gen_loss: -0.22847627 MI_loss: 14.547899 Detection error: 0.02559077739715576 time: 0:04:26.287018
- B/E: 21 / 2 , Gen_loss: -0.23268354 MI_loss: 14.79508 Detection error: 0.025488615036010742 time: 0:04:27.106210
- B/E: 22 / 2 , Gen_loss: -0.24139349 MI_loss: 15.189436 Detection error: 0.025407612323760986 time: 0:04:27.883324
- B/E: 23 / 2 , Gen_loss: -0.24538518 MI_loss: 15.41874 Detection error: 0.02526301145553589 time: 0:04:28.620317
- B/E: 24 / 2 , Gen_loss: -0.247647 MI_loss: 15.60878 Detection error: 0.025208771228790283 time: 0:04:29.357492
- B/E: 25 / 2 , Gen_loss: -0.23709722 MI_loss: 14.951891 Detection error: 0.02517789602279663 time: 0:04:30.096531
- B/E: 26 / 2 , Gen_loss: -0.23317595 MI_loss: 14.881662 Detection error: 0.02516549825668335 time: 0:04:30.837469
- B/E: 27 / 2 , Gen_loss: -0.24848257 MI_loss: 15.765954 Detection error: 0.025111615657806396 time: 0:04:31.609302
- B/E: 28 / 2 , Gen_loss: -0.24953735 MI_loss: 15.747301 Detection error: 0.025058209896087646 time: 0:04:32.346545
- B/E: 29 / 2 , Gen_loss: -0.23961593 MI_loss: 15.172757 Detection error: 0.025022923946380615 time: 0:04:33.085841
- B/E: 30 / 2 , Gen_loss: -0.2499311 MI_loss: 15.659323 Detection error: 0.024901211261749268 time: 0:04:33.824408
- B/E: 31 / 2 , Gen_loss: -0.23423798 MI_loss: 14.755653 Detection error: 0.024789035320281982 time: 0:04:34.648334
- B/E: 32 / 2 , Gen_loss: -0.24044044 MI_loss: 15.253191 Detection error: 0.024739563465118408 time: 0:04:35.422044
- B/E: 33 / 2 , Gen_loss: -0.24808684 MI_loss: 15.672799 Detection error: 0.024633288383483887 time: 0:04:36.248350
- B/E: 34 / 2 , Gen_loss: -0.2351587 MI_loss: 14.932529 Detection error: 0.024584829807281494 time: 0:04:37.091637
- B/E: 35 / 2 , Gen_loss: -0.24402604 MI_loss: 15.32834 Detection error: 0.024503469467163086 time: 0:04:37.933301
- B/E: 36 / 2 , Gen_loss: -0.25567648 MI_loss: 16.010782 Detection error: 0.024438321590423584 time: 0:04:38.802948
- B/E: 37 / 2 , Gen_loss: -0.2500729 MI_loss: 15.676971 Detection error: 0.024388134479522705 time: 0:04:39.647298
- B/E: 38 / 2 , Gen_loss: -0.25127065 MI_loss: 15.771463 Detection error: 0.024372577667236328 time: 0:04:40.493910
- B/E: 39 / 2 , Gen_loss: -0.2504897 MI_loss: 15.702207 Detection error: 0.024296879768371582 time: 0:04:41.339629
- B/E: 40 / 2 , Gen_loss: -0.25450757 MI_loss: 15.925022 Detection error: 0.024241626262664795 time: 0:04:42.192831
- B/E: 41 / 2 , Gen_loss: -0.25367653 MI_loss: 15.948621 Detection error: 0.02421724796295166 time: 0:04:43.042576
- B/E: 42 / 2 , Gen_loss: -0.24835101 MI_loss: 15.508039 Detection error: 0.024178028106689453 time: 0:04:43.812104
- B/E: 43 / 2 , Gen_loss: -0.25405788 MI_loss: 15.916197 Detection error: 0.02414560317993164 time: 0:04:44.558089
- B/E: 44 / 2 , Gen_loss: -0.25220156 MI_loss: 15.853228 Detection error: 0.02413541078567505 time: 0:04:45.302295
- B/E: 45 / 2 , Gen_loss: -0.25514948 MI_loss: 16.054462 Detection error: 0.024110734462738037 time: 0:04:46.041829
- B/E: 46 / 2 , Gen_loss: -0.25257534 MI_loss: 15.801608 Detection error: 0.024081110954284668 time: 0:04:46.788593
- B/E: 47 / 2 , Gen_loss: -0.25192755 MI_loss: 15.755997 Detection error: 0.024060547351837158 time: 0:04:47.526933
- B/E: 48 / 2 , Gen_loss: -0.25410813 MI_loss: 16.04371 Detection error: 0.02403956651687622 time: 0:04:48.350662
- B/E: 49 / 2 , Gen_loss: -0.24887918 MI_loss: 15.586967 Detection error: 0.02401876449584961 time: 0:04:49.207186
- B/E: 50 / 2 , Gen_loss: -0.24719326 MI_loss: 15.617172 Detection error: 0.024007976055145264 time: 0:04:50.049213
- B/E: 51 / 2 , Gen_loss: -0.25814152 MI_loss: 16.166107 Detection error: 0.023973584175109863 time: 0:04:50.913046
- B/E: 52 / 2 , Gen_loss: -0.25216264 MI_loss: 15.856964 Detection error: 0.02393925189971924 time: 0:04:51.754812
- B/E: 53 / 2 , Gen_loss: -0.26575267 MI_loss: 16.564968 Detection error: 0.02391606569290161 time: 0:04:52.596225
- B/E: 54 / 2 , Gen_loss: -0.25873172 MI_loss: 16.081858 Detection error: 0.023872733116149902 time: 0:04:53.454970
- B/E: 55 / 2 , Gen_loss: -0.256184 MI_loss: 16.091211 Detection error: 0.023834288120269775 time: 0:04:54.296813
- B/E: 56 / 2 , Gen_loss: -0.2587176 MI_loss: 16.188135 Detection error: 0.023786723613739014 time: 0:04:55.161183
- B/E: 57 / 2 , Gen_loss: -0.25604543 MI_loss: 16.118088 Detection error: 0.02376347780227661 time: 0:04:56.005651
- B/E: 58 / 2 , Gen_loss: -0.25302255 MI_loss: 15.848349 Detection error: 0.02374255657196045 time: 0:04:56.848605
- B/E: 59 / 2 , Gen_loss: -0.25690353 MI_loss: 16.195606 Detection error: 0.02373802661895752 time: 0:04:57.692076
- B/E: 60 / 2 , Gen_loss: -0.2516452 MI_loss: 15.75491 Detection error: 0.02370131015777588 time: 0:04:58.535690
- B/E: 61 / 2 , Gen_loss: -0.2521839 MI_loss: 15.766017 Detection error: 0.023656249046325684 time: 0:04:59.376820
- B/E: 62 / 2 , Gen_loss: -0.25610247 MI_loss: 16.201118 Detection error: 0.02365279197692871 time: 0:05:00.217624
- B/E: 63 / 2 , Gen_loss: -0.25845906 MI_loss: 16.206953 Detection error: 0.023630380630493164 time: 0:05:01.159338
- B/E: 64 / 2 , Gen_loss: -0.25916117 MI_loss: 16.305141 Detection error: 0.023617327213287354 time: 0:05:02.003064
- B/E: 65 / 2 , Gen_loss: -0.2644219 MI_loss: 16.49641 Detection error: 0.023568153381347656 time: 0:05:02.849301
- B/E: 66 / 2 , Gen_loss: -0.2613197 MI_loss: 16.322271 Detection error: 0.023547112941741943 time: 0:05:03.693236
- B/E: 67 / 2 , Gen_loss: -0.25858572 MI_loss: 16.198812 Detection error: 0.023520708084106445 time: 0:05:04.583756
- B/E: 68 / 2 , Gen_loss: -0.26007512 MI_loss: 16.253632 Detection error: 0.023486435413360596 time: 0:05:05.434378
- B/E: 69 / 2 , Gen_loss: -0.25203305 MI_loss: 15.82009 Detection error: 0.02345806360244751 time: 0:05:06.229209
- B/E: 70 / 2 , Gen_loss: -0.25983855 MI_loss: 16.345913 Detection error: 0.02343660593032837 time: 0:05:07.049638
- B/E: 71 / 2 , Gen_loss: -0.25641617 MI_loss: 16.070326 Detection error: 0.02340710163116455 time: 0:05:07.894121
- B/E: 72 / 2 , Gen_loss: -0.2618579 MI_loss: 16.465773 Detection error: 0.023392558097839355 time: 0:05:08.738471
- B/E: 73 / 2 , Gen_loss: -0.25323164 MI_loss: 15.74255 Detection error: 0.023374557495117188 time: 0:05:09.584190
- B/E: 74 / 2 , Gen_loss: -0.2589061 MI_loss: 16.227932 Detection error: 0.02335333824157715 time: 0:05:10.449887
- B/E: 75 / 2 , Gen_loss: -0.26541665 MI_loss: 16.55812 Detection error: 0.02332073450088501 time: 0:05:11.293548
- B/E: 76 / 2 , Gen_loss: -0.2545592 MI_loss: 15.922604 Detection error: 0.023292183876037598 time: 0:05:12.137587
- B/E: 77 / 2 , Gen_loss: -0.25930622 MI_loss: 16.19258 Detection error: 0.02327442169189453 time: 0:05:12.983699
- B/E: 78 / 2 , Gen_loss: -0.25686237 MI_loss: 16.068415 Detection error: 0.023261845111846924 time: 0:05:13.831003
- B/E: 79 / 2 , Gen_loss: -0.25952405 MI_loss: 16.150915 Detection error: 0.02324920892715454 time: 0:05:14.765268
- B/E: 80 / 2 , Gen_loss: -0.2612903 MI_loss: 16.339746 Detection error: 0.02322608232498169 time: 0:05:15.611855
- B/E: 81 / 2 , Gen_loss: -0.26348346 MI_loss: 16.43515 Detection error: 0.023209214210510254 time: 0:05:16.458619
- B/E: 82 / 2 , Gen_loss: -0.25871795 MI_loss: 16.135895 Detection error: 0.023182988166809082 time: 0:05:17.243180
- B/E: 83 / 2 , Gen_loss: -0.26747128 MI_loss: 16.662228 Detection error: 0.023169994354248047 time: 0:05:17.990851
- B/E: 84 / 2 , Gen_loss: -0.25917026 MI_loss: 16.221388 Detection error: 0.023144841194152832 time: 0:05:18.728913
- B/E: 85 / 2 , Gen_loss: -0.26387197 MI_loss: 16.278715 Detection error: 0.023098111152648926 time: 0:05:19.469127
- B/E: 86 / 2 , Gen_loss: -0.26865843 MI_loss: 16.70142 Detection error: 0.0230790376663208 time: 0:05:20.304485
- B/E: 87 / 2 , Gen_loss: -0.26236334 MI_loss: 16.295631 Detection error: 0.02303481101989746 time: 0:05:21.148495
- B/E: 88 / 2 , Gen_loss: -0.26456502 MI_loss: 16.457611 Detection error: 0.02302175760269165 time: 0:05:22.015102
- B/E: 89 / 2 , Gen_loss: -0.27393278 MI_loss: 17.047104 Detection error: 0.023019790649414062 time: 0:05:22.780110
- B/E: 90 / 2 , Gen_loss: -0.2676716 MI_loss: 16.63932 Detection error: 0.023010313510894775 time: 0:05:23.523012
- B/E: 91 / 2 , Gen_loss: -0.25400513 MI_loss: 15.889605 Detection error: 0.02299320697784424 time: 0:05:24.261862
- B/E: 92 / 2 , Gen_loss: -0.26056683 MI_loss: 16.260126 Detection error: 0.02297043800354004 time: 0:05:25.005654
- B/E: 93 / 2 , Gen_loss: -0.26504296 MI_loss: 16.557758 Detection error: 0.022960782051086426 time: 0:05:25.745879
- B/E: 94 / 2 , Gen_loss: -0.25300202 MI_loss: 16.116264 Detection error: 0.022974669933319092 time: 0:05:26.488225
- B/E: 95 / 2 , Gen_loss: -0.26387897 MI_loss: 16.425964 Detection error: 0.022957682609558105 time: 0:05:27.326312
- B/E: 96 / 2 , Gen_loss: -0.26501337 MI_loss: 16.522858 Detection error: 0.022939085960388184 time: 0:05:28.095332
- B/E: 97 / 2 , Gen_loss: -0.25924423 MI_loss: 16.158955 Detection error: 0.022913575172424316 time: 0:05:28.833258
- B/E: 98 / 2 , Gen_loss: -0.26656157 MI_loss: 16.554605 Detection error: 0.022893309593200684 time: 0:05:29.575035
- B/E: 99 / 2 , Gen_loss: -0.2665348 MI_loss: 16.56654 Detection error: 0.02287280559539795 time: 0:05:30.319870
- B/E: 100 / 2 , Gen_loss: -0.26014337 MI_loss: 16.333515 Detection error: 0.022868216037750244 time: 0:05:31.060860
- B/E: 101 / 2 , Gen_loss: -0.26934007 MI_loss: 16.773296 Detection error: 0.022846221923828125 time: 0:05:31.823685
- B/E: 102 / 2 , Gen_loss: -0.25979605 MI_loss: 16.272007 Detection error: 0.022827088832855225 time: 0:05:32.684048
- B/E: 103 / 2 , Gen_loss: -0.26585972 MI_loss: 16.638521 Detection error: 0.022810399532318115 time: 0:05:33.526690
- B/E: 104 / 2 , Gen_loss: -0.26141095 MI_loss: 16.294016 Detection error: 0.022805631160736084 time: 0:05:34.372443
- B/E: 105 / 2 , Gen_loss: -0.25600475 MI_loss: 16.10992 Detection error: 0.02278655767440796 time: 0:05:35.217434
- B/E: 106 / 2 , Gen_loss: -0.2684188 MI_loss: 16.622831 Detection error: 0.02277684211730957 time: 0:05:36.062705
- B/E: 107 / 2 , Gen_loss: -0.26887006 MI_loss: 16.681627 Detection error: 0.022756338119506836 time: 0:05:36.908376
- B/E: 108 / 2 , Gen_loss: -0.2572048 MI_loss: 16.114716 Detection error: 0.022754311561584473 time: 0:05:37.756180
- B/E: 109 / 2 , Gen_loss: -0.27175352 MI_loss: 16.8203 Detection error: 0.022740602493286133 time: 0:05:38.600345
- B/E: 110 / 2 , Gen_loss: -0.27017593 MI_loss: 16.734047 Detection error: 0.022711992263793945 time: 0:05:39.444226
- B/E: 111 / 2 , Gen_loss: -0.2690296 MI_loss: 16.701313 Detection error: 0.02269500494003296 time: 0:05:40.368463
- B/E: 112 / 2 , Gen_loss: -0.27648216 MI_loss: 16.944006 Detection error: 0.022674500942230225 time: 0:05:41.212472
- B/E: 113 / 2 , Gen_loss: -0.27375185 MI_loss: 17.0745 Detection error: 0.02266007661819458 time: 0:05:42.063584
- B/E: 114 / 2 , Gen_loss: -0.27069277 MI_loss: 16.807123 Detection error: 0.02264946699142456 time: 0:05:42.915561
- B/E: 115 / 2 , Gen_loss: -0.2765772 MI_loss: 16.989412 Detection error: 0.02262556552886963 time: 0:05:43.693012
- B/E: 116 / 2 , Gen_loss: -0.26659644 MI_loss: 16.569736 Detection error: 0.022616982460021973 time: 0:05:44.434866
- B/E: 117 / 2 , Gen_loss: -0.2701618 MI_loss: 16.760878 Detection error: 0.022607803344726562 time: 0:05:45.175572
- B/E: 118 / 2 , Gen_loss: -0.2671995 MI_loss: 16.540764 Detection error: 0.022580862045288086 time: 0:05:45.920493
- B/E: 119 / 2 , Gen_loss: -0.27919042 MI_loss: 17.2121 Detection error: 0.022575020790100098 time: 0:05:46.661938
- B/E: 120 / 2 , Gen_loss: -0.26934552 MI_loss: 16.728191 Detection error: 0.022563278675079346 time: 0:05:47.402721
- B/E: 121 / 2 , Gen_loss: -0.26647493 MI_loss: 16.671778 Detection error: 0.022564828395843506 time: 0:05:48.144313
- B/E: 122 / 2 , Gen_loss: -0.27853715 MI_loss: 17.218214 Detection error: 0.022552311420440674 time: 0:05:48.883267
- B/E: 123 / 2 , Gen_loss: -0.26418614 MI_loss: 16.426598 Detection error: 0.022534549236297607 time: 0:05:49.632274
- B/E: 124 / 2 , Gen_loss: -0.2691249 MI_loss: 16.888988 Detection error: 0.022524774074554443 time: 0:05:50.374933
- B/E: 125 / 2 , Gen_loss: -0.26828253 MI_loss: 16.680372 Detection error: 0.02251887321472168 time: 0:05:51.115999
- B/E: 126 / 2 , Gen_loss: -0.26803923 MI_loss: 16.767185 Detection error: 0.022515475749969482 time: 0:05:51.857673
- B/E: 127 / 2 , Gen_loss: -0.2686606 MI_loss: 16.774239 Detection error: 0.022502660751342773 time: 0:05:52.686284
- B/E: 128 / 2 , Gen_loss: -0.26603338 MI_loss: 16.458328 Detection error: 0.022491276264190674 time: 0:05:53.463419
- B/E: 129 / 2 , Gen_loss: -0.27062535 MI_loss: 16.914822 Detection error: 0.022485077381134033 time: 0:05:54.296014
- B/E: 130 / 2 , Gen_loss: -0.26789758 MI_loss: 16.653751 Detection error: 0.02247375249862671 time: 0:05:55.142820
- B/E: 131 / 2 , Gen_loss: -0.27138627 MI_loss: 16.693295 Detection error: 0.022457361221313477 time: 0:05:55.987210
- B/E: 132 / 2 , Gen_loss: -0.27116644 MI_loss: 16.879978 Detection error: 0.02243959903717041 time: 0:05:56.838091
- B/E: 133 / 2 , Gen_loss: -0.27847314 MI_loss: 17.294838 Detection error: 0.02244192361831665 time: 0:05:57.684591
- B/E: 134 / 2 , Gen_loss: -0.26613632 MI_loss: 16.559431 Detection error: 0.022438883781433105 time: 0:05:58.531691
- B/E: 135 / 2 , Gen_loss: -0.270933 MI_loss: 16.70332 Detection error: 0.02240806818008423 time: 0:05:59.379069
- B/E: 136 / 2 , Gen_loss: -0.27470773 MI_loss: 17.013577 Detection error: 0.02240920066833496 time: 0:06:00.225379
- B/E: 137 / 2 , Gen_loss: -0.27149197 MI_loss: 16.920742 Detection error: 0.02239513397216797 time: 0:06:01.072418
- B/E: 138 / 2 , Gen_loss: -0.2744565 MI_loss: 17.133318 Detection error: 0.02238243818283081 time: 0:06:01.920723
- B/E: 139 / 2 , Gen_loss: -0.2843635 MI_loss: 17.560848 Detection error: 0.022373855113983154 time: 0:06:02.771584
- B/E: 140 / 2 , Gen_loss: -0.2666098 MI_loss: 16.524792 Detection error: 0.022360622882843018 time: 0:06:03.618667
- B/E: 141 / 2 , Gen_loss: -0.27274975 MI_loss: 16.838566 Detection error: 0.02234750986099243 time: 0:06:04.463783
- B/E: 142 / 2 , Gen_loss: -0.28291267 MI_loss: 17.489319 Detection error: 0.022320151329040527 time: 0:06:05.310998
- B/E: 143 / 2 , Gen_loss: -0.26627314 MI_loss: 16.723251 Detection error: 0.022314906120300293 time: 0:06:06.256444
- B/E: 144 / 2 , Gen_loss: -0.2735325 MI_loss: 16.907616 Detection error: 0.02230602502822876 time: 0:06:07.102381
- B/E: 145 / 2 , Gen_loss: -0.27642265 MI_loss: 17.125145 Detection error: 0.022300541400909424 time: 0:06:07.952129
- B/E: 146 / 2 , Gen_loss: -0.2711018 MI_loss: 16.863523 Detection error: 0.022291243076324463 time: 0:06:08.798947
- B/E: 147 / 2 , Gen_loss: -0.27295542 MI_loss: 16.936481 Detection error: 0.022280216217041016 time: 0:06:09.648801
- B/E: 148 / 2 , Gen_loss: -0.28133628 MI_loss: 17.33529 Detection error: 0.022272884845733643 time: 0:06:10.499948
- B/E: 149 / 2 , Gen_loss: -0.26990092 MI_loss: 16.835999 Detection error: 0.02226918935775757 time: 0:06:11.345311
-
- Test Loss: 19.14964 Test Error: 0.020983338356018066
- -----
- EPOCH: 3
- B/E: 0 / 3 , Gen_loss: -0.2676639 MI_loss: 16.600897 Detection error: 0.022156238555908203 time: 0:06:13.313264
- B/E: 1 / 3 , Gen_loss: -0.060166888 MI_loss: 4.8717303 Detection error: 0.026156246662139893 time: 0:06:15.261859
- B/E: 2 / 3 , Gen_loss: -0.24830796 MI_loss: 15.549988 Detection error: 0.02542710304260254 time: 0:06:16.111500
- B/E: 3 / 3 , Gen_loss: -0.21390891 MI_loss: 13.83898 Detection error: 0.025046885013580322 time: 0:06:16.963215
- B/E: 4 / 3 , Gen_loss: -0.19260159 MI_loss: 12.667859 Detection error: 0.024718761444091797 time: 0:06:17.810030
- B/E: 5 / 3 , Gen_loss: -0.20362751 MI_loss: 13.274172 Detection error: 0.024536430835723877 time: 0:06:18.741316
- B/E: 6 / 3 , Gen_loss: -0.22595696 MI_loss: 14.279657 Detection error: 0.0240669846534729 time: 0:06:19.586969
- B/E: 7 / 3 , Gen_loss: -0.23282278 MI_loss: 14.783007 Detection error: 0.02379298210144043 time: 0:06:20.431413
- B/E: 8 / 3 , Gen_loss: -0.2335723 MI_loss: 14.642376 Detection error: 0.02348613739013672 time: 0:06:21.283380
- B/E: 9 / 3 , Gen_loss: -0.21499872 MI_loss: 13.650775 Detection error: 0.02315002679824829 time: 0:06:22.128184
- B/E: 10 / 3 , Gen_loss: -0.22966349 MI_loss: 14.541205 Detection error: 0.023042619228363037 time: 0:06:22.971762
- B/E: 11 / 3 , Gen_loss: -0.2375019 MI_loss: 14.927958 Detection error: 0.0227968692779541 time: 0:06:23.817730
- B/E: 12 / 3 , Gen_loss: -0.23888484 MI_loss: 14.99905 Detection error: 0.022677898406982422 time: 0:06:24.671794
- B/E: 13 / 3 , Gen_loss: -0.23913948 MI_loss: 14.893892 Detection error: 0.02250891923904419 time: 0:06:25.522807
- B/E: 14 / 3 , Gen_loss: -0.23544443 MI_loss: 14.785365 Detection error: 0.022466659545898438 time: 0:06:26.370525
- B/E: 15 / 3 , Gen_loss: -0.2451269 MI_loss: 15.338458 Detection error: 0.022357404232025146 time: 0:06:27.216864
- B/E: 16 / 3 , Gen_loss: -0.2507842 MI_loss: 15.702087 Detection error: 0.02227020263671875 time: 0:06:28.062720
- B/E: 17 / 3 , Gen_loss: -0.24788319 MI_loss: 15.455526 Detection error: 0.022131919860839844 time: 0:06:28.932292
- B/E: 18 / 3 , Gen_loss: -0.2491901 MI_loss: 15.522662 Detection error: 0.02194899320602417 time: 0:06:29.783013
- B/E: 19 / 3 , Gen_loss: -0.2506957 MI_loss: 15.651931 Detection error: 0.021862506866455078 time: 0:06:30.628362
- B/E: 20 / 3 , Gen_loss: -0.25863323 MI_loss: 16.1266 Detection error: 0.021860122680664062 time: 0:06:31.577599
- B/E: 21 / 3 , Gen_loss: -0.25270522 MI_loss: 15.760896 Detection error: 0.021798312664031982 time: 0:06:32.424411
- B/E: 22 / 3 , Gen_loss: -0.26940534 MI_loss: 16.674463 Detection error: 0.02174454927444458 time: 0:06:33.276950
- B/E: 23 / 3 , Gen_loss: -0.2725085 MI_loss: 16.78653 Detection error: 0.021632790565490723 time: 0:06:34.121948
- B/E: 24 / 3 , Gen_loss: -0.26120248 MI_loss: 16.288563 Detection error: 0.021627485752105713 time: 0:06:34.974569
- B/E: 25 / 3 , Gen_loss: -0.26586953 MI_loss: 16.437538 Detection error: 0.021587729454040527 time: 0:06:35.817532
- B/E: 26 / 3 , Gen_loss: -0.26059484 MI_loss: 16.339039 Detection error: 0.021621525287628174 time: 0:06:36.663700
- B/E: 27 / 3 , Gen_loss: -0.27132955 MI_loss: 16.932547 Detection error: 0.021573662757873535 time: 0:06:37.507587
- B/E: 28 / 3 , Gen_loss: -0.26820773 MI_loss: 16.726643 Detection error: 0.021571099758148193 time: 0:06:38.285303
- B/E: 29 / 3 , Gen_loss: -0.26922822 MI_loss: 16.802816 Detection error: 0.021547913551330566 time: 0:06:39.025705
- B/E: 30 / 3 , Gen_loss: -0.27360666 MI_loss: 16.961391 Detection error: 0.021485865116119385 time: 0:06:39.767003
- B/E: 31 / 3 , Gen_loss: -0.26479933 MI_loss: 16.339285 Detection error: 0.021382808685302734 time: 0:06:40.536143
- B/E: 32 / 3 , Gen_loss: -0.27384195 MI_loss: 17.035385 Detection error: 0.021338045597076416 time: 0:06:41.368283
- B/E: 33 / 3 , Gen_loss: -0.27568245 MI_loss: 17.064363 Detection error: 0.02126377820968628 time: 0:06:42.213825
- B/E: 34 / 3 , Gen_loss: -0.27167928 MI_loss: 16.865322 Detection error: 0.02123391628265381 time: 0:06:43.062011
- B/E: 35 / 3 , Gen_loss: -0.2783988 MI_loss: 17.220646 Detection error: 0.021197021007537842 time: 0:06:43.908800
- B/E: 36 / 3 , Gen_loss: -0.28023133 MI_loss: 17.332758 Detection error: 0.021121621131896973 time: 0:06:44.842238
- B/E: 37 / 3 , Gen_loss: -0.28022113 MI_loss: 17.396616 Detection error: 0.021101176738739014 time: 0:06:45.689300
- B/E: 38 / 3 , Gen_loss: -0.27109417 MI_loss: 16.824205 Detection error: 0.021085739135742188 time: 0:06:46.535274
- B/E: 39 / 3 , Gen_loss: -0.27460456 MI_loss: 16.871153 Detection error: 0.02102971076965332 time: 0:06:47.381864
- B/E: 40 / 3 , Gen_loss: -0.27244872 MI_loss: 17.04047 Detection error: 0.02101600170135498 time: 0:06:48.232038
- B/E: 41 / 3 , Gen_loss: -0.28045967 MI_loss: 17.427368 Detection error: 0.02100151777267456 time: 0:06:49.080495
- B/E: 42 / 3 , Gen_loss: -0.28071022 MI_loss: 17.33081 Detection error: 0.0209730863571167 time: 0:06:49.856331
- B/E: 43 / 3 , Gen_loss: -0.28035817 MI_loss: 17.347063 Detection error: 0.020968735218048096 time: 0:06:50.630904
- B/E: 44 / 3 , Gen_loss: -0.27729908 MI_loss: 17.156496 Detection error: 0.020968079566955566 time: 0:06:51.457250
- B/E: 45 / 3 , Gen_loss: -0.27292895 MI_loss: 16.852531 Detection error: 0.020949065685272217 time: 0:06:52.243855
- B/E: 46 / 3 , Gen_loss: -0.2829718 MI_loss: 17.468807 Detection error: 0.020931541919708252 time: 0:06:52.987274
- B/E: 47 / 3 , Gen_loss: -0.27990007 MI_loss: 17.269333 Detection error: 0.020928382873535156 time: 0:06:53.809529
- B/E: 48 / 3 , Gen_loss: -0.2808168 MI_loss: 17.368753 Detection error: 0.02092599868774414 time: 0:06:54.657720
- B/E: 49 / 3 , Gen_loss: -0.27034613 MI_loss: 16.775589 Detection error: 0.020935654640197754 time: 0:06:55.506051
- B/E: 50 / 3 , Gen_loss: -0.28292224 MI_loss: 17.587648 Detection error: 0.020926475524902344 time: 0:06:56.362232
- B/E: 51 / 3 , Gen_loss: -0.27958703 MI_loss: 17.36867 Detection error: 0.02090507745742798 time: 0:06:57.210116
- B/E: 52 / 3 , Gen_loss: -0.28453386 MI_loss: 17.414612 Detection error: 0.020889759063720703 time: 0:06:58.146362
- B/E: 53 / 3 , Gen_loss: -0.2711207 MI_loss: 16.82453 Detection error: 0.020876169204711914 time: 0:06:58.992963
- B/E: 54 / 3 , Gen_loss: -0.27310416 MI_loss: 16.95007 Detection error: 0.020853400230407715 time: 0:06:59.781815
- B/E: 55 / 3 , Gen_loss: -0.28045183 MI_loss: 17.438232 Detection error: 0.020834803581237793 time: 0:07:00.565221
- B/E: 56 / 3 , Gen_loss: -0.27938452 MI_loss: 17.34723 Detection error: 0.020804286003112793 time: 0:07:01.384767
- B/E: 57 / 3 , Gen_loss: -0.28203058 MI_loss: 17.46244 Detection error: 0.02079850435256958 time: 0:07:02.232395
- B/E: 58 / 3 , Gen_loss: -0.2803682 MI_loss: 17.330729 Detection error: 0.020790278911590576 time: 0:07:03.082729
- B/E: 59 / 3 , Gen_loss: -0.28331602 MI_loss: 17.63135 Detection error: 0.02080470323562622 time: 0:07:03.944489
- B/E: 60 / 3 , Gen_loss: -0.2949079 MI_loss: 18.152184 Detection error: 0.020782768726348877 time: 0:07:04.808715
- B/E: 61 / 3 , Gen_loss: -0.2803163 MI_loss: 17.235691 Detection error: 0.020750999450683594 time: 0:07:05.661771
- B/E: 62 / 3 , Gen_loss: -0.2772495 MI_loss: 17.228367 Detection error: 0.0207827091217041 time: 0:07:06.511457
- B/E: 63 / 3 , Gen_loss: -0.28446293 MI_loss: 17.67085 Detection error: 0.02078467607498169 time: 0:07:07.368115
- B/E: 64 / 3 , Gen_loss: -0.28119084 MI_loss: 17.434069 Detection error: 0.02077406644821167 time: 0:07:08.175054
- B/E: 65 / 3 , Gen_loss: -0.2732594 MI_loss: 16.9395 Detection error: 0.020768940448760986 time: 0:07:09.012578
- B/E: 66 / 3 , Gen_loss: -0.28930914 MI_loss: 17.79451 Detection error: 0.020748138427734375 time: 0:07:09.857440
- B/E: 67 / 3 , Gen_loss: -0.28953385 MI_loss: 17.763393 Detection error: 0.020727038383483887 time: 0:07:10.638342
- B/E: 68 / 3 , Gen_loss: -0.28319377 MI_loss: 17.593029 Detection error: 0.020708322525024414 time: 0:07:11.475903
- B/E: 69 / 3 , Gen_loss: -0.28263795 MI_loss: 17.413963 Detection error: 0.020682156085968018 time: 0:07:12.300485
- B/E: 70 / 3 , Gen_loss: -0.28762072 MI_loss: 17.76493 Detection error: 0.020671188831329346 time: 0:07:13.041392
- B/E: 71 / 3 , Gen_loss: -0.27747634 MI_loss: 17.233973 Detection error: 0.02065145969390869 time: 0:07:13.780404
- B/E: 72 / 3 , Gen_loss: -0.28447658 MI_loss: 17.556288 Detection error: 0.02064681053161621 time: 0:07:14.606497
- B/E: 73 / 3 , Gen_loss: -0.27953854 MI_loss: 17.318422 Detection error: 0.020639359951019287 time: 0:07:15.451969
- B/E: 74 / 3 , Gen_loss: -0.2819682 MI_loss: 17.484877 Detection error: 0.020629167556762695 time: 0:07:16.301375
- B/E: 75 / 3 , Gen_loss: -0.28837404 MI_loss: 17.704788 Detection error: 0.02059990167617798 time: 0:07:17.147956
- B/E: 76 / 3 , Gen_loss: -0.2724824 MI_loss: 16.912615 Detection error: 0.020587265491485596 time: 0:07:17.995229
- B/E: 77 / 3 , Gen_loss: -0.27953684 MI_loss: 17.283154 Detection error: 0.020581722259521484 time: 0:07:18.840419
- B/E: 78 / 3 , Gen_loss: -0.2839731 MI_loss: 17.600494 Detection error: 0.02059096097946167 time: 0:07:19.692487
- B/E: 79 / 3 , Gen_loss: -0.28927162 MI_loss: 17.881735 Detection error: 0.020589828491210938 time: 0:07:20.536957
- B/E: 80 / 3 , Gen_loss: -0.27994198 MI_loss: 17.331913 Detection error: 0.020601868629455566 time: 0:07:21.380846
- B/E: 81 / 3 , Gen_loss: -0.2766576 MI_loss: 17.158968 Detection error: 0.020605921745300293 time: 0:07:22.227341
- B/E: 82 / 3 , Gen_loss: -0.2962273 MI_loss: 18.221931 Detection error: 0.02060091495513916 time: 0:07:23.075616
- B/E: 83 / 3 , Gen_loss: -0.28537285 MI_loss: 17.72457 Detection error: 0.020595252513885498 time: 0:07:23.926744
- B/E: 84 / 3 , Gen_loss: -0.27759087 MI_loss: 17.179283 Detection error: 0.02057647705078125 time: 0:07:24.858228
- B/E: 85 / 3 , Gen_loss: -0.2860111 MI_loss: 17.580511 Detection error: 0.02055668830871582 time: 0:07:25.707044
- B/E: 86 / 3 , Gen_loss: -0.28175074 MI_loss: 17.412373 Detection error: 0.02054959535598755 time: 0:07:26.554718
- B/E: 87 / 3 , Gen_loss: -0.29064307 MI_loss: 17.826843 Detection error: 0.020527005195617676 time: 0:07:27.399521
- B/E: 88 / 3 , Gen_loss: -0.28780517 MI_loss: 17.875978 Detection error: 0.020520031452178955 time: 0:07:28.257464
- B/E: 89 / 3 , Gen_loss: -0.2942569 MI_loss: 18.203537 Detection error: 0.0205267071723938 time: 0:07:29.104575
- B/E: 90 / 3 , Gen_loss: -0.2849407 MI_loss: 17.546991 Detection error: 0.020510971546173096 time: 0:07:29.951360
- B/E: 91 / 3 , Gen_loss: -0.2885404 MI_loss: 17.835583 Detection error: 0.02051156759262085 time: 0:07:30.797473
- B/E: 92 / 3 , Gen_loss: -0.28194794 MI_loss: 17.398546 Detection error: 0.020501017570495605 time: 0:07:31.666855
- B/E: 93 / 3 , Gen_loss: -0.28057966 MI_loss: 17.488228 Detection error: 0.020496666431427002 time: 0:07:32.516586
- B/E: 94 / 3 , Gen_loss: -0.2856793 MI_loss: 17.755848 Detection error: 0.020507872104644775 time: 0:07:33.365906
- B/E: 95 / 3 , Gen_loss: -0.27859098 MI_loss: 17.215282 Detection error: 0.020507514476776123 time: 0:07:34.213341
- B/E: 96 / 3 , Gen_loss: -0.28647652 MI_loss: 17.693398 Detection error: 0.020494520664215088 time: 0:07:35.062615
- B/E: 97 / 3 , Gen_loss: -0.28279346 MI_loss: 17.44923 Detection error: 0.02048403024673462 time: 0:07:35.912640
- B/E: 98 / 3 , Gen_loss: -0.28688946 MI_loss: 17.657785 Detection error: 0.02047252655029297 time: 0:07:36.762390
- B/E: 99 / 3 , Gen_loss: -0.2856663 MI_loss: 17.694298 Detection error: 0.020461559295654297 time: 0:07:37.610046
- B/E: 100 / 3 , Gen_loss: -0.28791252 MI_loss: 17.84439 Detection error: 0.020450830459594727 time: 0:07:38.558216
- B/E: 101 / 3 , Gen_loss: -0.28879488 MI_loss: 17.834707 Detection error: 0.020446360111236572 time: 0:07:39.405968
- B/E: 102 / 3 , Gen_loss: -0.28474393 MI_loss: 17.678814 Detection error: 0.02043628692626953 time: 0:07:40.257414
- B/E: 103 / 3 , Gen_loss: -0.28553772 MI_loss: 17.670517 Detection error: 0.02043330669403076 time: 0:07:41.106895
- B/E: 104 / 3 , Gen_loss: -0.29706812 MI_loss: 18.315285 Detection error: 0.020433008670806885 time: 0:07:41.953585
- B/E: 105 / 3 , Gen_loss: -0.28520027 MI_loss: 17.60009 Detection error: 0.020420968532562256 time: 0:07:42.802703
- B/E: 106 / 3 , Gen_loss: -0.29200003 MI_loss: 18.052462 Detection error: 0.020416200160980225 time: 0:07:43.653629
- B/E: 107 / 3 , Gen_loss: -0.29273215 MI_loss: 18.193697 Detection error: 0.020419001579284668 time: 0:07:44.505164
- B/E: 108 / 3 , Gen_loss: -0.2896359 MI_loss: 17.932192 Detection error: 0.020413696765899658 time: 0:07:45.355268
- B/E: 109 / 3 , Gen_loss: -0.2872366 MI_loss: 17.852982 Detection error: 0.020404517650604248 time: 0:07:46.205396
- B/E: 110 / 3 , Gen_loss: -0.27878577 MI_loss: 17.121567 Detection error: 0.02037978172302246 time: 0:07:47.054055
- B/E: 111 / 3 , Gen_loss: -0.29031426 MI_loss: 17.929525 Detection error: 0.020372748374938965 time: 0:07:47.905520
- B/E: 112 / 3 , Gen_loss: -0.28670323 MI_loss: 17.60007 Detection error: 0.020360887050628662 time: 0:07:48.753382
- B/E: 113 / 3 , Gen_loss: -0.2941036 MI_loss: 18.186909 Detection error: 0.02035665512084961 time: 0:07:49.600081
- B/E: 114 / 3 , Gen_loss: -0.28598353 MI_loss: 17.738073 Detection error: 0.020349740982055664 time: 0:07:50.448783
- B/E: 115 / 3 , Gen_loss: -0.29160175 MI_loss: 17.971249 Detection error: 0.020341038703918457 time: 0:07:51.309097
- B/E: 116 / 3 , Gen_loss: -0.28425363 MI_loss: 17.640108 Detection error: 0.020336031913757324 time: 0:07:52.249794
- B/E: 117 / 3 , Gen_loss: -0.28187656 MI_loss: 17.478516 Detection error: 0.02033287286758423 time: 0:07:53.129718
- B/E: 118 / 3 , Gen_loss: -0.28815302 MI_loss: 17.63985 Detection error: 0.020319581031799316 time: 0:07:53.972368
- B/E: 119 / 3 , Gen_loss: -0.28979656 MI_loss: 17.841585 Detection error: 0.020325779914855957 time: 0:07:54.847352
- B/E: 120 / 3 , Gen_loss: -0.28083867 MI_loss: 17.474276 Detection error: 0.020323872566223145 time: 0:07:55.720992
- B/E: 121 / 3 , Gen_loss: -0.28994983 MI_loss: 17.884504 Detection error: 0.020323514938354492 time: 0:07:56.566457
- B/E: 122 / 3 , Gen_loss: -0.29146102 MI_loss: 18.149632 Detection error: 0.02032548189163208 time: 0:07:57.413575
- B/E: 123 / 3 , Gen_loss: -0.28739887 MI_loss: 17.744854 Detection error: 0.020312249660491943 time: 0:07:58.260784
- B/E: 124 / 3 , Gen_loss: -0.28982002 MI_loss: 18.004906 Detection error: 0.020315229892730713 time: 0:07:59.109042
- B/E: 125 / 3 , Gen_loss: -0.28342596 MI_loss: 17.611145 Detection error: 0.020318448543548584 time: 0:07:59.957801
- B/E: 126 / 3 , Gen_loss: -0.2885901 MI_loss: 17.993248 Detection error: 0.020328760147094727 time: 0:08:00.805696
- B/E: 127 / 3 , Gen_loss: -0.28595418 MI_loss: 17.774214 Detection error: 0.02031785249710083 time: 0:08:01.651431
- B/E: 128 / 3 , Gen_loss: -0.29067507 MI_loss: 18.049063 Detection error: 0.02031952142715454 time: 0:08:02.497933
- B/E: 129 / 3 , Gen_loss: -0.2927518 MI_loss: 18.140787 Detection error: 0.02031707763671875 time: 0:08:03.349462
- B/E: 130 / 3 , Gen_loss: -0.28757873 MI_loss: 17.69079 Detection error: 0.020313918590545654 time: 0:08:04.196658
- B/E: 131 / 3 , Gen_loss: -0.28313893 MI_loss: 17.43494 Detection error: 0.020308494567871094 time: 0:08:05.043158
- B/E: 132 / 3 , Gen_loss: -0.28612593 MI_loss: 17.659782 Detection error: 0.020290672779083252 time: 0:08:05.990916
- B/E: 133 / 3 , Gen_loss: -0.29434928 MI_loss: 18.156675 Detection error: 0.02030128240585327 time: 0:08:06.837625
- B/E: 134 / 3 , Gen_loss: -0.28715393 MI_loss: 17.862068 Detection error: 0.020301878452301025 time: 0:08:07.689471
- B/E: 135 / 3 , Gen_loss: -0.29970664 MI_loss: 18.453394 Detection error: 0.020285844802856445 time: 0:08:08.535370
- B/E: 136 / 3 , Gen_loss: -0.29273826 MI_loss: 18.03151 Detection error: 0.02028602361679077 time: 0:08:09.381923
- B/E: 137 / 3 , Gen_loss: -0.28206423 MI_loss: 17.438915 Detection error: 0.020285069942474365 time: 0:08:10.228973
- B/E: 138 / 3 , Gen_loss: -0.28776994 MI_loss: 17.80565 Detection error: 0.020285725593566895 time: 0:08:11.083184
- B/E: 139 / 3 , Gen_loss: -0.30169886 MI_loss: 18.548994 Detection error: 0.020283043384552002 time: 0:08:11.929756
- B/E: 140 / 3 , Gen_loss: -0.2910215 MI_loss: 18.005432 Detection error: 0.02027261257171631 time: 0:08:12.714328
- B/E: 141 / 3 , Gen_loss: -0.29311195 MI_loss: 18.073086 Detection error: 0.02026432752609253 time: 0:08:13.454644
- B/E: 142 / 3 , Gen_loss: -0.29971254 MI_loss: 18.328615 Detection error: 0.020244121551513672 time: 0:08:14.197989
- B/E: 143 / 3 , Gen_loss: -0.28106955 MI_loss: 17.469355 Detection error: 0.020252585411071777 time: 0:08:14.953803
- B/E: 144 / 3 , Gen_loss: -0.28759962 MI_loss: 17.703331 Detection error: 0.020253419876098633 time: 0:08:15.695802
- B/E: 145 / 3 , Gen_loss: -0.28351787 MI_loss: 17.48996 Detection error: 0.020242273807525635 time: 0:08:16.435895
- B/E: 146 / 3 , Gen_loss: -0.29040813 MI_loss: 17.984562 Detection error: 0.02024364471435547 time: 0:08:17.179322
- B/E: 147 / 3 , Gen_loss: -0.29056013 MI_loss: 17.98307 Detection error: 0.020242810249328613 time: 0:08:17.922100
- B/E: 148 / 3 , Gen_loss: -0.2947867 MI_loss: 18.25867 Detection error: 0.02024012804031372 time: 0:08:18.770304
- B/E: 149 / 3 , Gen_loss: -0.29034567 MI_loss: 18.036993 Detection error: 0.02024376392364502 time: 0:08:19.514387
-
- Test Loss: 17.969645 Test Error: 0.01979166269302368
- -----
- EPOCH: 4
- B/E: 0 / 4 , Gen_loss: -0.29309925 MI_loss: 18.06813 Detection error: 0.02109372615814209 time: 0:08:21.448974
- B/E: 1 / 4 , Gen_loss: -0.0935181 MI_loss: 7.7280364 Detection error: 0.030843734741210938 time: 0:08:23.510173
- B/E: 2 / 4 , Gen_loss: -0.27679238 MI_loss: 17.144482 Detection error: 0.026906251907348633 time: 0:08:24.360844
- B/E: 3 / 4 , Gen_loss: -0.19737406 MI_loss: 12.809885 Detection error: 0.026289045810699463 time: 0:08:25.212664
- B/E: 4 / 4 , Gen_loss: -0.1986475 MI_loss: 12.926791 Detection error: 0.026087522506713867 time: 0:08:26.059132
- B/E: 5 / 4 , Gen_loss: -0.22117278 MI_loss: 14.49839 Detection error: 0.0255051851272583 time: 0:08:26.910710
- B/E: 6 / 4 , Gen_loss: -0.24628563 MI_loss: 15.603993 Detection error: 0.024687528610229492 time: 0:08:27.757456
- B/E: 7 / 4 , Gen_loss: -0.23346096 MI_loss: 14.773167 Detection error: 0.024312496185302734 time: 0:08:28.604905
- B/E: 8 / 4 , Gen_loss: -0.21758135 MI_loss: 13.9200115 Detection error: 0.02394789457321167 time: 0:08:29.456631
- B/E: 9 / 4 , Gen_loss: -0.22134873 MI_loss: 14.09498 Detection error: 0.02353435754776001 time: 0:08:30.304922
- B/E: 10 / 4 , Gen_loss: -0.22970667 MI_loss: 14.464853 Detection error: 0.02316761016845703 time: 0:08:31.271466
- B/E: 11 / 4 , Gen_loss: -0.22619927 MI_loss: 14.314894 Detection error: 0.023000001907348633 time: 0:08:32.119682
- B/E: 12 / 4 , Gen_loss: -0.24013479 MI_loss: 15.016359 Detection error: 0.022824525833129883 time: 0:08:32.970954
- B/E: 13 / 4 , Gen_loss: -0.25247976 MI_loss: 15.676337 Detection error: 0.022495508193969727 time: 0:08:33.819161
- B/E: 14 / 4 , Gen_loss: -0.24145293 MI_loss: 15.109832 Detection error: 0.022364556789398193 time: 0:08:34.674403
- B/E: 15 / 4 , Gen_loss: -0.25389564 MI_loss: 15.894509 Detection error: 0.022228538990020752 time: 0:08:35.523856
- B/E: 16 / 4 , Gen_loss: -0.24996158 MI_loss: 15.513485 Detection error: 0.02206432819366455 time: 0:08:36.372683
- B/E: 17 / 4 , Gen_loss: -0.2637206 MI_loss: 16.303415 Detection error: 0.021859347820281982 time: 0:08:37.220295
- B/E: 18 / 4 , Gen_loss: -0.26429263 MI_loss: 16.305962 Detection error: 0.021636486053466797 time: 0:08:38.068213
- B/E: 19 / 4 , Gen_loss: -0.26509243 MI_loss: 16.484123 Detection error: 0.021564066410064697 time: 0:08:38.923901
- B/E: 20 / 4 , Gen_loss: -0.27068374 MI_loss: 16.817228 Detection error: 0.02146279811859131 time: 0:08:39.770707
- B/E: 21 / 4 , Gen_loss: -0.26532605 MI_loss: 16.465286 Detection error: 0.021407663822174072 time: 0:08:40.618851
- B/E: 22 / 4 , Gen_loss: -0.2729253 MI_loss: 16.901632 Detection error: 0.02130979299545288 time: 0:08:41.401175
- B/E: 23 / 4 , Gen_loss: -0.2805103 MI_loss: 17.3223 Detection error: 0.021173179149627686 time: 0:08:42.141540
- B/E: 24 / 4 , Gen_loss: -0.2800222 MI_loss: 17.325516 Detection error: 0.021136224269866943 time: 0:08:42.982077
- B/E: 25 / 4 , Gen_loss: -0.28290623 MI_loss: 17.419971 Detection error: 0.02105766534805298 time: 0:08:43.915364
- B/E: 26 / 4 , Gen_loss: -0.2883266 MI_loss: 17.943043 Detection error: 0.021049797534942627 time: 0:08:44.763817
- B/E: 27 / 4 , Gen_loss: -0.28040957 MI_loss: 17.482126 Detection error: 0.021005570888519287 time: 0:08:45.612192
- B/E: 28 / 4 , Gen_loss: -0.29694435 MI_loss: 18.354992 Detection error: 0.02093428373336792 time: 0:08:46.477827
- B/E: 29 / 4 , Gen_loss: -0.2950808 MI_loss: 18.18621 Detection error: 0.020912528038024902 time: 0:08:47.326823
- B/E: 30 / 4 , Gen_loss: -0.2869599 MI_loss: 17.788853 Detection error: 0.02084273099899292 time: 0:08:48.172202
- B/E: 31 / 4 , Gen_loss: -0.29396015 MI_loss: 18.055117 Detection error: 0.020753920078277588 time: 0:08:49.019702
- B/E: 32 / 4 , Gen_loss: -0.28857678 MI_loss: 17.845247 Detection error: 0.020672321319580078 time: 0:08:49.856757
- B/E: 33 / 4 , Gen_loss: -0.2815464 MI_loss: 17.437075 Detection error: 0.020635128021240234 time: 0:08:50.601823
- B/E: 34 / 4 , Gen_loss: -0.2883599 MI_loss: 17.87331 Detection error: 0.020575881004333496 time: 0:08:51.345175
- B/E: 35 / 4 , Gen_loss: -0.28637964 MI_loss: 17.574055 Detection error: 0.02052605152130127 time: 0:08:52.089607
- B/E: 36 / 4 , Gen_loss: -0.29723844 MI_loss: 18.312565 Detection error: 0.02045440673828125 time: 0:08:52.842890
- B/E: 37 / 4 , Gen_loss: -0.2898258 MI_loss: 17.829159 Detection error: 0.020404577255249023 time: 0:08:53.584557
- B/E: 38 / 4 , Gen_loss: -0.29228193 MI_loss: 18.073095 Detection error: 0.02041107416152954 time: 0:08:54.365814
- B/E: 39 / 4 , Gen_loss: -0.2955854 MI_loss: 18.130762 Detection error: 0.020358622074127197 time: 0:08:55.216809
- B/E: 40 / 4 , Gen_loss: -0.28799513 MI_loss: 17.74647 Detection error: 0.02030414342880249 time: 0:08:56.066856
- B/E: 41 / 4 , Gen_loss: -0.28578043 MI_loss: 17.786255 Detection error: 0.020266354084014893 time: 0:08:57.014291
- B/E: 42 / 4 , Gen_loss: -0.29373866 MI_loss: 18.131811 Detection error: 0.02024710178375244 time: 0:08:57.864897
- B/E: 43 / 4 , Gen_loss: -0.28866223 MI_loss: 17.843494 Detection error: 0.020241498947143555 time: 0:08:58.666292
- B/E: 44 / 4 , Gen_loss: -0.29261512 MI_loss: 18.052921 Detection error: 0.020218074321746826 time: 0:08:59.409157
- B/E: 45 / 4 , Gen_loss: -0.29290798 MI_loss: 18.150372 Detection error: 0.020208537578582764 time: 0:09:00.152385
- B/E: 46 / 4 , Gen_loss: -0.29102004 MI_loss: 17.992575 Detection error: 0.020198822021484375 time: 0:09:00.979797
- B/E: 47 / 4 , Gen_loss: -0.28985816 MI_loss: 17.861132 Detection error: 0.02019399404525757 time: 0:09:01.832357
- B/E: 48 / 4 , Gen_loss: -0.2933995 MI_loss: 18.177383 Detection error: 0.020184338092803955 time: 0:09:02.686208
- B/E: 49 / 4 , Gen_loss: -0.29044515 MI_loss: 17.911943 Detection error: 0.020183145999908447 time: 0:09:03.536071
- B/E: 50 / 4 , Gen_loss: -0.2943361 MI_loss: 18.177431 Detection error: 0.020167291164398193 time: 0:09:04.426534
- B/E: 51 / 4 , Gen_loss: -0.28961542 MI_loss: 18.045755 Detection error: 0.020173072814941406 time: 0:09:05.209949
- B/E: 52 / 4 , Gen_loss: -0.30164322 MI_loss: 18.48248 Detection error: 0.020137369632720947 time: 0:09:05.953376
- B/E: 53 / 4 , Gen_loss: -0.29756922 MI_loss: 18.43533 Detection error: 0.02013486623764038 time: 0:09:06.702638
- B/E: 54 / 4 , Gen_loss: -0.2932164 MI_loss: 18.053556 Detection error: 0.020108520984649658 time: 0:09:07.445704
- B/E: 55 / 4 , Gen_loss: -0.29836175 MI_loss: 18.340675 Detection error: 0.020085930824279785 time: 0:09:08.192024
- B/E: 56 / 4 , Gen_loss: -0.29839674 MI_loss: 18.430658 Detection error: 0.020058095455169678 time: 0:09:09.008824
- B/E: 57 / 4 , Gen_loss: -0.29280904 MI_loss: 18.16543 Detection error: 0.02004528045654297 time: 0:09:09.854338
- B/E: 58 / 4 , Gen_loss: -0.3012219 MI_loss: 18.531786 Detection error: 0.020037055015563965 time: 0:09:10.603154
- B/E: 59 / 4 , Gen_loss: -0.29089794 MI_loss: 17.916159 Detection error: 0.020049452781677246 time: 0:09:11.347093
- B/E: 60 / 4 , Gen_loss: -0.2999011 MI_loss: 18.503826 Detection error: 0.020034313201904297 time: 0:09:12.098522
- B/E: 61 / 4 , Gen_loss: -0.29495886 MI_loss: 18.09096 Detection error: 0.019999980926513672 time: 0:09:12.962991
- B/E: 62 / 4 , Gen_loss: -0.2955638 MI_loss: 18.29095 Detection error: 0.020018339157104492 time: 0:09:13.812472
- B/E: 63 / 4 , Gen_loss: -0.28583866 MI_loss: 17.677597 Detection error: 0.020011723041534424 time: 0:09:14.671594
- B/E: 64 / 4 , Gen_loss: -0.29515812 MI_loss: 18.346664 Detection error: 0.02000868320465088 time: 0:09:15.522316
- B/E: 65 / 4 , Gen_loss: -0.3084592 MI_loss: 18.94123 Detection error: 0.019977271556854248 time: 0:09:16.371453
- B/E: 66 / 4 , Gen_loss: -0.29844257 MI_loss: 18.341272 Detection error: 0.019970595836639404 time: 0:09:17.232645
- B/E: 67 / 4 , Gen_loss: -0.31119445 MI_loss: 19.028416 Detection error: 0.019944369792938232 time: 0:09:18.104759
- B/E: 68 / 4 , Gen_loss: -0.2909042 MI_loss: 17.970482 Detection error: 0.019921183586120605 time: 0:09:18.956319
- B/E: 69 / 4 , Gen_loss: -0.28274658 MI_loss: 17.513514 Detection error: 0.01991426944732666 time: 0:09:19.802741
- B/E: 70 / 4 , Gen_loss: -0.301042 MI_loss: 18.565079 Detection error: 0.019902288913726807 time: 0:09:20.587436
- B/E: 71 / 4 , Gen_loss: -0.285283 MI_loss: 17.6985 Detection error: 0.019876301288604736 time: 0:09:21.365916
- B/E: 72 / 4 , Gen_loss: -0.29665408 MI_loss: 18.290287 Detection error: 0.019867300987243652 time: 0:09:22.212186
- B/E: 73 / 4 , Gen_loss: -0.29566997 MI_loss: 18.160843 Detection error: 0.01985853910446167 time: 0:09:23.149833
- B/E: 74 / 4 , Gen_loss: -0.3033689 MI_loss: 18.852068 Detection error: 0.01984083652496338 time: 0:09:24.000862
- B/E: 75 / 4 , Gen_loss: -0.29158756 MI_loss: 17.988083 Detection error: 0.01981329917907715 time: 0:09:24.849653
- B/E: 76 / 4 , Gen_loss: -0.28659636 MI_loss: 17.74381 Detection error: 0.019809246063232422 time: 0:09:25.701106
- B/E: 77 / 4 , Gen_loss: -0.2987147 MI_loss: 18.39709 Detection error: 0.019804060459136963 time: 0:09:26.555740
- B/E: 78 / 4 , Gen_loss: -0.29545403 MI_loss: 18.254318 Detection error: 0.019798636436462402 time: 0:09:27.406164
- B/E: 79 / 4 , Gen_loss: -0.29569644 MI_loss: 18.166174 Detection error: 0.019802749156951904 time: 0:09:28.259619
- B/E: 80 / 4 , Gen_loss: -0.29532403 MI_loss: 18.347263 Detection error: 0.019797861576080322 time: 0:09:29.061522
- B/E: 81 / 4 , Gen_loss: -0.29434243 MI_loss: 18.13808 Detection error: 0.019789278507232666 time: 0:09:29.805448
- B/E: 82 / 4 , Gen_loss: -0.29903996 MI_loss: 18.329979 Detection error: 0.019775986671447754 time: 0:09:30.551912
- B/E: 83 / 4 , Gen_loss: -0.2975412 MI_loss: 18.383911 Detection error: 0.019763410091400146 time: 0:09:31.332404
- B/E: 84 / 4 , Gen_loss: -0.30038866 MI_loss: 18.501347 Detection error: 0.019755542278289795 time: 0:09:32.150341
- B/E: 85 / 4 , Gen_loss: -0.30453318 MI_loss: 18.61888 Detection error: 0.01972275972366333 time: 0:09:32.999070
- B/E: 86 / 4 , Gen_loss: -0.29209757 MI_loss: 17.953648 Detection error: 0.01972484588623047 time: 0:09:33.851322
- B/E: 87 / 4 , Gen_loss: -0.29291624 MI_loss: 18.042696 Detection error: 0.01969391107559204 time: 0:09:34.701092
- B/E: 88 / 4 , Gen_loss: -0.29633474 MI_loss: 18.38977 Detection error: 0.019678711891174316 time: 0:09:35.550848
- B/E: 89 / 4 , Gen_loss: -0.29072058 MI_loss: 17.993473 Detection error: 0.01968681812286377 time: 0:09:36.480655
- B/E: 90 / 4 , Gen_loss: -0.29531512 MI_loss: 18.191967 Detection error: 0.0196799635887146 time: 0:09:37.328698
- B/E: 91 / 4 , Gen_loss: -0.28992176 MI_loss: 17.867716 Detection error: 0.019681036472320557 time: 0:09:38.171287
- B/E: 92 / 4 , Gen_loss: -0.29076 MI_loss: 17.9468 Detection error: 0.019668996334075928 time: 0:09:39.018162
- B/E: 93 / 4 , Gen_loss: -0.28984663 MI_loss: 17.854376 Detection error: 0.019661545753479004 time: 0:09:39.866654
- B/E: 94 / 4 , Gen_loss: -0.29530284 MI_loss: 18.344803 Detection error: 0.019674360752105713 time: 0:09:40.715757
- B/E: 95 / 4 , Gen_loss: -0.29836825 MI_loss: 18.55125 Detection error: 0.01967543363571167 time: 0:09:41.571446
- B/E: 96 / 4 , Gen_loss: -0.30249277 MI_loss: 18.692024 Detection error: 0.019665896892547607 time: 0:09:42.424830
- B/E: 97 / 4 , Gen_loss: -0.29776648 MI_loss: 18.329697 Detection error: 0.019655585289001465 time: 0:09:43.283750
- B/E: 98 / 4 , Gen_loss: -0.29611862 MI_loss: 18.293991 Detection error: 0.019647717475891113 time: 0:09:44.058872
- B/E: 99 / 4 , Gen_loss: -0.30321246 MI_loss: 18.57841 Detection error: 0.01963937282562256 time: 0:09:44.803235
- B/E: 100 / 4 , Gen_loss: -0.28939715 MI_loss: 17.861032 Detection error: 0.01963520050048828 time: 0:09:45.558765
- B/E: 101 / 4 , Gen_loss: -0.3042736 MI_loss: 18.828335 Detection error: 0.019625604152679443 time: 0:09:46.315712
- B/E: 102 / 4 , Gen_loss: -0.29806027 MI_loss: 18.40798 Detection error: 0.019614100456237793 time: 0:09:47.060667
- B/E: 103 / 4 , Gen_loss: -0.30230713 MI_loss: 18.798784 Detection error: 0.01960909366607666 time: 0:09:47.803281
- B/E: 104 / 4 , Gen_loss: -0.29115045 MI_loss: 18.080988 Detection error: 0.019614577293395996 time: 0:09:48.545903
- B/E: 105 / 4 , Gen_loss: -0.29707158 MI_loss: 18.332779 Detection error: 0.019610583782196045 time: 0:09:49.423580
- B/E: 106 / 4 , Gen_loss: -0.3037855 MI_loss: 18.795322 Detection error: 0.019604861736297607 time: 0:09:50.201006
- B/E: 107 / 4 , Gen_loss: -0.29501298 MI_loss: 18.210083 Detection error: 0.01959550380706787 time: 0:09:51.059367
- B/E: 108 / 4 , Gen_loss: -0.299314 MI_loss: 18.492609 Detection error: 0.01959747076034546 time: 0:09:51.908758
- B/E: 109 / 4 , Gen_loss: -0.30002546 MI_loss: 18.472511 Detection error: 0.019585788249969482 time: 0:09:52.771187
- B/E: 110 / 4 , Gen_loss: -0.30117193 MI_loss: 18.509716 Detection error: 0.019573450088500977 time: 0:09:53.622140
- B/E: 111 / 4 , Gen_loss: -0.3105241 MI_loss: 19.034801 Detection error: 0.01956641674041748 time: 0:09:54.491835
- B/E: 112 / 4 , Gen_loss: -0.30241376 MI_loss: 18.625988 Detection error: 0.019559204578399658 time: 0:09:55.343629
- B/E: 113 / 4 , Gen_loss: -0.2991916 MI_loss: 18.624577 Detection error: 0.019557595252990723 time: 0:09:56.193460
- B/E: 114 / 4 , Gen_loss: -0.29802707 MI_loss: 18.326962 Detection error: 0.019548118114471436 time: 0:09:57.043239
- B/E: 115 / 4 , Gen_loss: -0.29751524 MI_loss: 18.342602 Detection error: 0.019541501998901367 time: 0:09:57.896666
- B/E: 116 / 4 , Gen_loss: -0.3017885 MI_loss: 18.563374 Detection error: 0.019532322883605957 time: 0:09:58.746960
- B/E: 117 / 4 , Gen_loss: -0.29298708 MI_loss: 18.199293 Detection error: 0.019527792930603027 time: 0:09:59.595762
- B/E: 118 / 4 , Gen_loss: -0.2934332 MI_loss: 18.0314 Detection error: 0.01952230930328369 time: 0:10:00.384461
- B/E: 119 / 4 , Gen_loss: -0.29618305 MI_loss: 18.278986 Detection error: 0.019520580768585205 time: 0:10:01.126477
- B/E: 120 / 4 , Gen_loss: -0.29979253 MI_loss: 18.513523 Detection error: 0.01951420307159424 time: 0:10:01.947186
- B/E: 121 / 4 , Gen_loss: -0.29007185 MI_loss: 18.036486 Detection error: 0.019524097442626953 time: 0:10:02.897438
- B/E: 122 / 4 , Gen_loss: -0.29876527 MI_loss: 18.376053 Detection error: 0.019514501094818115 time: 0:10:03.748874
- B/E: 123 / 4 , Gen_loss: -0.30012527 MI_loss: 18.47528 Detection error: 0.019503295421600342 time: 0:10:04.600599
- B/E: 124 / 4 , Gen_loss: -0.2968522 MI_loss: 18.471788 Detection error: 0.019504010677337646 time: 0:10:05.456992
- B/E: 125 / 4 , Gen_loss: -0.29788166 MI_loss: 18.54478 Detection error: 0.019500732421875 time: 0:10:06.307966
- B/E: 126 / 4 , Gen_loss: -0.29615045 MI_loss: 18.498934 Detection error: 0.019509077072143555 time: 0:10:07.157167
- B/E: 127 / 4 , Gen_loss: -0.29410657 MI_loss: 18.090137 Detection error: 0.019505858421325684 time: 0:10:07.935841
- B/E: 128 / 4 , Gen_loss: -0.2969554 MI_loss: 18.358337 Detection error: 0.0195082426071167 time: 0:10:08.699917
- B/E: 129 / 4 , Gen_loss: -0.2974281 MI_loss: 18.527153 Detection error: 0.019510090351104736 time: 0:10:09.559438
- B/E: 130 / 4 , Gen_loss: -0.30701685 MI_loss: 18.930141 Detection error: 0.019509077072143555 time: 0:10:10.408996
- B/E: 131 / 4 , Gen_loss: -0.2988841 MI_loss: 18.406517 Detection error: 0.01950448751449585 time: 0:10:11.258180
- B/E: 132 / 4 , Gen_loss: -0.2985927 MI_loss: 18.366604 Detection error: 0.019494831562042236 time: 0:10:12.104385
- B/E: 133 / 4 , Gen_loss: -0.30274186 MI_loss: 18.790949 Detection error: 0.019509077072143555 time: 0:10:12.953561
- B/E: 134 / 4 , Gen_loss: -0.3002617 MI_loss: 18.59879 Detection error: 0.019509732723236084 time: 0:10:13.808497
- B/E: 135 / 4 , Gen_loss: -0.30556604 MI_loss: 18.79231 Detection error: 0.019502758979797363 time: 0:10:14.658887
- B/E: 136 / 4 , Gen_loss: -0.28744072 MI_loss: 17.88655 Detection error: 0.019506633281707764 time: 0:10:15.508756
- B/E: 137 / 4 , Gen_loss: -0.29466173 MI_loss: 18.252241 Detection error: 0.019503414630889893 time: 0:10:16.446615
- B/E: 138 / 4 , Gen_loss: -0.31081438 MI_loss: 19.264917 Detection error: 0.01950472593307495 time: 0:10:17.308288
- B/E: 139 / 4 , Gen_loss: -0.30281633 MI_loss: 18.651356 Detection error: 0.019502460956573486 time: 0:10:18.159590
- B/E: 140 / 4 , Gen_loss: -0.29159683 MI_loss: 18.103903 Detection error: 0.019502460956573486 time: 0:10:19.010217
- B/E: 141 / 4 , Gen_loss: -0.2946671 MI_loss: 18.104439 Detection error: 0.019488751888275146 time: 0:10:19.857906
- B/E: 142 / 4 , Gen_loss: -0.30064392 MI_loss: 18.434784 Detection error: 0.01948380470275879 time: 0:10:20.739550
- B/E: 143 / 4 , Gen_loss: -0.3008173 MI_loss: 18.606546 Detection error: 0.019491970539093018 time: 0:10:21.591885
- B/E: 144 / 4 , Gen_loss: -0.29706138 MI_loss: 18.282959 Detection error: 0.01948833465576172 time: 0:10:22.441430
- B/E: 145 / 4 , Gen_loss: -0.2960496 MI_loss: 18.203766 Detection error: 0.019489943981170654 time: 0:10:23.292840
- B/E: 146 / 4 , Gen_loss: -0.2937162 MI_loss: 18.110807 Detection error: 0.019489824771881104 time: 0:10:24.141178
- B/E: 147 / 4 , Gen_loss: -0.30391744 MI_loss: 18.791958 Detection error: 0.019490480422973633 time: 0:10:24.993205
- B/E: 148 / 4 , Gen_loss: -0.3048317 MI_loss: 18.71761 Detection error: 0.01948469877243042 time: 0:10:25.846730
- B/E: 149 / 4 , Gen_loss: -0.2965007 MI_loss: 18.493288 Detection error: 0.019493937492370605 time: 0:10:26.697426
-
- Test Loss: 16.770205 Test Error: 0.019124984741210938
- -----
- EPOCH: 5
- B/E: 0 / 5 , Gen_loss: -0.29978088 MI_loss: 18.442535 Detection error: 0.020687520503997803 time: 0:10:28.665418
- B/E: 1 / 5 , Gen_loss: -0.11340582 MI_loss: 8.458937 Detection error: 0.0240781307220459 time: 0:10:30.777443
- B/E: 2 / 5 , Gen_loss: -0.27222994 MI_loss: 16.858692 Detection error: 0.022062480449676514 time: 0:10:31.723538
- B/E: 3 / 5 , Gen_loss: -0.2478598 MI_loss: 15.665045 Detection error: 0.02214062213897705 time: 0:10:32.571079
- B/E: 4 / 5 , Gen_loss: -0.18683253 MI_loss: 12.382137 Detection error: 0.02191251516342163 time: 0:10:33.422100
- B/E: 5 / 5 , Gen_loss: -0.22120593 MI_loss: 14.04609 Detection error: 0.02154165506362915 time: 0:10:34.270848
- B/E: 6 / 5 , Gen_loss: -0.24861854 MI_loss: 15.710041 Detection error: 0.02120983600616455 time: 0:10:35.043204
- B/E: 7 / 5 , Gen_loss: -0.25277957 MI_loss: 15.943807 Detection error: 0.021023452281951904 time: 0:10:35.801555
- B/E: 8 / 5 , Gen_loss: -0.24260736 MI_loss: 15.320658 Detection error: 0.020805537700653076 time: 0:10:36.623647
- B/E: 9 / 5 , Gen_loss: -0.25080857 MI_loss: 15.818823 Detection error: 0.02069997787475586 time: 0:10:37.474530
- B/E: 10 / 5 , Gen_loss: -0.24688263 MI_loss: 15.4559355 Detection error: 0.020599424839019775 time: 0:10:38.323090
- B/E: 11 / 5 , Gen_loss: -0.2454787 MI_loss: 15.430763 Detection error: 0.020492196083068848 time: 0:10:39.171636
- B/E: 12 / 5 , Gen_loss: -0.26221746 MI_loss: 16.256504 Detection error: 0.020423054695129395 time: 0:10:40.023439
- B/E: 13 / 5 , Gen_loss: -0.27205113 MI_loss: 16.765507 Detection error: 0.020250022411346436 time: 0:10:40.880424
- B/E: 14 / 5 , Gen_loss: -0.26945487 MI_loss: 16.764042 Detection error: 0.0202062726020813 time: 0:10:41.730615
- B/E: 15 / 5 , Gen_loss: -0.26888272 MI_loss: 16.625372 Detection error: 0.020050764083862305 time: 0:10:42.579559
- B/E: 16 / 5 , Gen_loss: -0.2783491 MI_loss: 17.196312 Detection error: 0.020018398761749268 time: 0:10:43.428758
- B/E: 17 / 5 , Gen_loss: -0.28533408 MI_loss: 17.566738 Detection error: 0.019911468029022217 time: 0:10:44.220444
- B/E: 18 / 5 , Gen_loss: -0.27390718 MI_loss: 16.716341 Detection error: 0.01976644992828369 time: 0:10:45.054001
- B/E: 19 / 5 , Gen_loss: -0.2918949 MI_loss: 18.072893 Detection error: 0.01975470781326294 time: 0:10:45.798902
- B/E: 20 / 5 , Gen_loss: -0.2917063 MI_loss: 18.072063 Detection error: 0.019714295864105225 time: 0:10:46.543746
- B/E: 21 / 5 , Gen_loss: -0.2837058 MI_loss: 17.700129 Detection error: 0.019731521606445312 time: 0:10:47.403820
- B/E: 22 / 5 , Gen_loss: -0.28541994 MI_loss: 17.630754 Detection error: 0.01963043212890625 time: 0:10:48.262086
- B/E: 23 / 5 , Gen_loss: -0.28908646 MI_loss: 17.894348 Detection error: 0.01958596706390381 time: 0:10:49.110543
- B/E: 24 / 5 , Gen_loss: -0.28498185 MI_loss: 17.715618 Detection error: 0.01959747076034546 time: 0:10:49.889199
- B/E: 25 / 5 , Gen_loss: -0.2956655 MI_loss: 18.115595 Detection error: 0.01957935094833374 time: 0:10:50.745400
- B/E: 26 / 5 , Gen_loss: -0.29111326 MI_loss: 18.102715 Detection error: 0.019587934017181396 time: 0:10:51.595473
- B/E: 27 / 5 , Gen_loss: -0.29914415 MI_loss: 18.6513 Detection error: 0.019594848155975342 time: 0:10:52.470584
- B/E: 28 / 5 , Gen_loss: -0.30039635 MI_loss: 18.531199 Detection error: 0.01955711841583252 time: 0:10:53.324129
- B/E: 29 / 5 , Gen_loss: -0.2826597 MI_loss: 17.490875 Detection error: 0.019562482833862305 time: 0:10:54.174303
- B/E: 30 / 5 , Gen_loss: -0.28731933 MI_loss: 17.68605 Detection error: 0.019510090351104736 time: 0:10:55.022522
- B/E: 31 / 5 , Gen_loss: -0.28455675 MI_loss: 17.570196 Detection error: 0.019453108310699463 time: 0:10:55.970270
- B/E: 32 / 5 , Gen_loss: -0.29862985 MI_loss: 18.436172 Detection error: 0.01942896842956543 time: 0:10:56.825227
- B/E: 33 / 5 , Gen_loss: -0.29590747 MI_loss: 18.247265 Detection error: 0.019389688968658447 time: 0:10:57.676160
- B/E: 34 / 5 , Gen_loss: -0.3042074 MI_loss: 18.778524 Detection error: 0.019367873668670654 time: 0:10:58.528542
- B/E: 35 / 5 , Gen_loss: -0.29667407 MI_loss: 18.224722 Detection error: 0.0193290114402771 time: 0:10:59.379764
- B/E: 36 / 5 , Gen_loss: -0.31253198 MI_loss: 19.218681 Detection error: 0.019276201725006104 time: 0:11:00.233602
- B/E: 37 / 5 , Gen_loss: -0.29905307 MI_loss: 18.427454 Detection error: 0.019254088401794434 time: 0:11:01.009454
- B/E: 38 / 5 , Gen_loss: -0.29503584 MI_loss: 18.231918 Detection error: 0.019263625144958496 time: 0:11:01.751585
- B/E: 39 / 5 , Gen_loss: -0.29557347 MI_loss: 18.21857 Detection error: 0.019228100776672363 time: 0:11:02.512597
- B/E: 40 / 5 , Gen_loss: -0.29911953 MI_loss: 18.560444 Detection error: 0.019208848476409912 time: 0:11:03.379390
- B/E: 41 / 5 , Gen_loss: -0.29905626 MI_loss: 18.503582 Detection error: 0.019194185733795166 time: 0:11:04.248663
- B/E: 42 / 5 , Gen_loss: -0.29891106 MI_loss: 18.513428 Detection error: 0.019202768802642822 time: 0:11:05.108772
- B/E: 43 / 5 , Gen_loss: -0.30919254 MI_loss: 19.007444 Detection error: 0.019186794757843018 time: 0:11:05.960124
- B/E: 44 / 5 , Gen_loss: -0.30567706 MI_loss: 18.854393 Detection error: 0.01917707920074463 time: 0:11:06.809693
- B/E: 45 / 5 , Gen_loss: -0.30800918 MI_loss: 19.03162 Detection error: 0.019179999828338623 time: 0:11:07.658565
- B/E: 46 / 5 , Gen_loss: -0.29435578 MI_loss: 18.217947 Detection error: 0.01919877529144287 time: 0:11:08.512951
- B/E: 47 / 5 , Gen_loss: -0.30203468 MI_loss: 18.64423 Detection error: 0.019196629524230957 time: 0:11:09.365321
- B/E: 48 / 5 , Gen_loss: -0.29802614 MI_loss: 18.382816 Detection error: 0.019200921058654785 time: 0:11:10.262948
- B/E: 49 / 5 , Gen_loss: -0.2968349 MI_loss: 18.43174 Detection error: 0.019213736057281494 time: 0:11:11.023649
- B/E: 50 / 5 , Gen_loss: -0.3079429 MI_loss: 19.098213 Detection error: 0.01923346519470215 time: 0:11:11.852057
- B/E: 51 / 5 , Gen_loss: -0.30176362 MI_loss: 18.737198 Detection error: 0.019211530685424805 time: 0:11:12.701453
- B/E: 52 / 5 , Gen_loss: -0.30338472 MI_loss: 18.645441 Detection error: 0.019190430641174316 time: 0:11:13.550988
- B/E: 53 / 5 , Gen_loss: -0.30600262 MI_loss: 18.811005 Detection error: 0.01917475461959839 time: 0:11:14.404663
- B/E: 54 / 5 , Gen_loss: -0.30121058 MI_loss: 18.621098 Detection error: 0.019176721572875977 time: 0:11:15.251944
- B/E: 55 / 5 , Gen_loss: -0.30151477 MI_loss: 18.612513 Detection error: 0.019176363945007324 time: 0:11:16.107827
- B/E: 56 / 5 , Gen_loss: -0.31377262 MI_loss: 19.29687 Detection error: 0.019159018993377686 time: 0:11:16.958435
- B/E: 57 / 5 , Gen_loss: -0.30744112 MI_loss: 18.965754 Detection error: 0.01913738250732422 time: 0:11:17.810747
- B/E: 58 / 5 , Gen_loss: -0.3054309 MI_loss: 18.785124 Detection error: 0.019138753414154053 time: 0:11:18.586196
- B/E: 59 / 5 , Gen_loss: -0.3089778 MI_loss: 19.0476 Detection error: 0.019167184829711914 time: 0:11:19.328496
- B/E: 60 / 5 , Gen_loss: -0.30774325 MI_loss: 18.97687 Detection error: 0.01915884017944336 time: 0:11:20.177822
- B/E: 61 / 5 , Gen_loss: -0.29589465 MI_loss: 18.259615 Detection error: 0.019128024578094482 time: 0:11:20.955607
- B/E: 62 / 5 , Gen_loss: -0.29340422 MI_loss: 18.251495 Detection error: 0.01915079355239868 time: 0:11:21.727297
- B/E: 63 / 5 , Gen_loss: -0.30680406 MI_loss: 18.95156 Detection error: 0.019148409366607666 time: 0:11:22.594066
- B/E: 64 / 5 , Gen_loss: -0.30420673 MI_loss: 18.984583 Detection error: 0.019162476062774658 time: 0:11:23.362811
- B/E: 65 / 5 , Gen_loss: -0.29808182 MI_loss: 18.49172 Detection error: 0.019150078296661377 time: 0:11:24.149352
- B/E: 66 / 5 , Gen_loss: -0.31013772 MI_loss: 19.182047 Detection error: 0.01914316415786743 time: 0:11:25.013525
- B/E: 67 / 5 , Gen_loss: -0.3039998 MI_loss: 18.759945 Detection error: 0.019111692905426025 time: 0:11:25.865914
- B/E: 68 / 5 , Gen_loss: -0.3078166 MI_loss: 18.956814 Detection error: 0.019114553928375244 time: 0:11:26.639104
- B/E: 69 / 5 , Gen_loss: -0.30742022 MI_loss: 18.947428 Detection error: 0.01911383867263794 time: 0:11:27.510175
- B/E: 70 / 5 , Gen_loss: -0.30327517 MI_loss: 18.733038 Detection error: 0.01909726858139038 time: 0:11:28.279529
- B/E: 71 / 5 , Gen_loss: -0.29971954 MI_loss: 18.60114 Detection error: 0.019080758094787598 time: 0:11:29.021944
- B/E: 72 / 5 , Gen_loss: -0.3086191 MI_loss: 19.003405 Detection error: 0.019083023071289062 time: 0:11:29.767146
- B/E: 73 / 5 , Gen_loss: -0.30773705 MI_loss: 18.993092 Detection error: 0.019072651863098145 time: 0:11:30.514477
- B/E: 74 / 5 , Gen_loss: -0.29635972 MI_loss: 18.39647 Detection error: 0.019051671028137207 time: 0:11:31.256637
- B/E: 75 / 5 , Gen_loss: -0.30062005 MI_loss: 18.488556 Detection error: 0.01903533935546875 time: 0:11:32.118691
- B/E: 76 / 5 , Gen_loss: -0.30085397 MI_loss: 18.622267 Detection error: 0.019044220447540283 time: 0:11:32.966454
- B/E: 77 / 5 , Gen_loss: -0.296952 MI_loss: 18.306028 Detection error: 0.019048452377319336 time: 0:11:33.817192
- B/E: 78 / 5 , Gen_loss: -0.3052192 MI_loss: 18.731998 Detection error: 0.019052982330322266 time: 0:11:34.614673
- B/E: 79 / 5 , Gen_loss: -0.29908487 MI_loss: 18.404892 Detection error: 0.019054710865020752 time: 0:11:35.552173
- B/E: 80 / 5 , Gen_loss: -0.30107725 MI_loss: 18.582485 Detection error: 0.01906406879425049 time: 0:11:36.404655
- B/E: 81 / 5 , Gen_loss: -0.2940346 MI_loss: 18.204489 Detection error: 0.01908499002456665 time: 0:11:37.256144
- B/E: 82 / 5 , Gen_loss: -0.30442944 MI_loss: 18.68709 Detection error: 0.019073426723480225 time: 0:11:38.034367
- B/E: 83 / 5 , Gen_loss: -0.30137038 MI_loss: 18.691679 Detection error: 0.01908409595489502 time: 0:11:38.868129
- B/E: 84 / 5 , Gen_loss: -0.29632112 MI_loss: 18.349882 Detection error: 0.019071340560913086 time: 0:11:39.720566
- B/E: 85 / 5 , Gen_loss: -0.303062 MI_loss: 18.638231 Detection error: 0.019054532051086426 time: 0:11:40.569689
- B/E: 86 / 5 , Gen_loss: -0.3023848 MI_loss: 18.6863 Detection error: 0.019056379795074463 time: 0:11:41.418787
- B/E: 87 / 5 , Gen_loss: -0.30577877 MI_loss: 18.774763 Detection error: 0.019032299518585205 time: 0:11:42.259957
- B/E: 88 / 5 , Gen_loss: -0.2968249 MI_loss: 18.329334 Detection error: 0.01902669668197632 time: 0:11:43.123104
- B/E: 89 / 5 , Gen_loss: -0.30466634 MI_loss: 18.884817 Detection error: 0.019036471843719482 time: 0:11:43.968137
- B/E: 90 / 5 , Gen_loss: -0.29695892 MI_loss: 18.378689 Detection error: 0.019024014472961426 time: 0:11:44.815405
- B/E: 91 / 5 , Gen_loss: -0.3051653 MI_loss: 18.868118 Detection error: 0.01901763677597046 time: 0:11:45.594658
- B/E: 92 / 5 , Gen_loss: -0.302511 MI_loss: 18.627705 Detection error: 0.019014477729797363 time: 0:11:46.356565
- B/E: 93 / 5 , Gen_loss: -0.3058483 MI_loss: 18.945415 Detection error: 0.019013643264770508 time: 0:11:47.178076
- B/E: 94 / 5 , Gen_loss: -0.30983818 MI_loss: 19.245628 Detection error: 0.01904010772705078 time: 0:11:48.031623
- B/E: 95 / 5 , Gen_loss: -0.30233255 MI_loss: 18.670147 Detection error: 0.01903057098388672 time: 0:11:48.968538
- B/E: 96 / 5 , Gen_loss: -0.2958817 MI_loss: 18.35862 Detection error: 0.019026100635528564 time: 0:11:49.819062
- B/E: 97 / 5 , Gen_loss: -0.30880803 MI_loss: 19.025532 Detection error: 0.01902550458908081 time: 0:11:50.670556
- B/E: 98 / 5 , Gen_loss: -0.30008405 MI_loss: 18.43974 Detection error: 0.01902306079864502 time: 0:11:51.452847
- B/E: 99 / 5 , Gen_loss: -0.30426836 MI_loss: 18.744719 Detection error: 0.01900935173034668 time: 0:11:52.195780
- B/E: 100 / 5 , Gen_loss: -0.31079674 MI_loss: 19.237299 Detection error: 0.019019782543182373 time: 0:11:52.938160
- B/E: 101 / 5 , Gen_loss: -0.30827162 MI_loss: 19.014463 Detection error: 0.01901376247406006 time: 0:11:53.775087
- B/E: 102 / 5 , Gen_loss: -0.30274436 MI_loss: 18.757713 Detection error: 0.019007861614227295 time: 0:11:54.626102
- B/E: 103 / 5 , Gen_loss: -0.30314636 MI_loss: 18.701157 Detection error: 0.019002676010131836 time: 0:11:55.497637
- B/E: 104 / 5 , Gen_loss: -0.29770193 MI_loss: 18.380138 Detection error: 0.019007444381713867 time: 0:11:56.350207
- B/E: 105 / 5 , Gen_loss: -0.3063901 MI_loss: 18.985138 Detection error: 0.019009411334991455 time: 0:11:57.203182
- B/E: 106 / 5 , Gen_loss: -0.30487385 MI_loss: 18.857496 Detection error: 0.01900935173034668 time: 0:11:58.054509
- B/E: 107 / 5 , Gen_loss: -0.30266 MI_loss: 18.758133 Detection error: 0.019010424613952637 time: 0:11:58.906609
- B/E: 108 / 5 , Gen_loss: -0.30284303 MI_loss: 18.693548 Detection error: 0.01900804042816162 time: 0:11:59.758805
- B/E: 109 / 5 , Gen_loss: -0.31182262 MI_loss: 19.225916 Detection error: 0.019001424312591553 time: 0:12:00.610477
- B/E: 110 / 5 , Gen_loss: -0.3088943 MI_loss: 18.93526 Detection error: 0.01898592710494995 time: 0:12:01.461451
- B/E: 111 / 5 , Gen_loss: -0.30819938 MI_loss: 18.996677 Detection error: 0.01898127794265747 time: 0:12:02.411975
- B/E: 112 / 5 , Gen_loss: -0.30333748 MI_loss: 18.685318 Detection error: 0.018979549407958984 time: 0:12:03.265245
- B/E: 113 / 5 , Gen_loss: -0.30536428 MI_loss: 18.868721 Detection error: 0.018974781036376953 time: 0:12:04.121486
- B/E: 114 / 5 , Gen_loss: -0.3107374 MI_loss: 19.253649 Detection error: 0.01896578073501587 time: 0:12:04.974859
- B/E: 115 / 5 , Gen_loss: -0.30823547 MI_loss: 18.925114 Detection error: 0.018960952758789062 time: 0:12:05.827962
- B/E: 116 / 5 , Gen_loss: -0.29999864 MI_loss: 18.504868 Detection error: 0.018958628177642822 time: 0:12:06.680734
- B/E: 117 / 5 , Gen_loss: -0.30375835 MI_loss: 18.7425 Detection error: 0.01895684003829956 time: 0:12:07.535711
- B/E: 118 / 5 , Gen_loss: -0.30410117 MI_loss: 18.729239 Detection error: 0.018947720527648926 time: 0:12:08.388145
- B/E: 119 / 5 , Gen_loss: -0.30020538 MI_loss: 18.54318 Detection error: 0.01894897222518921 time: 0:12:09.238866
- B/E: 120 / 5 , Gen_loss: -0.2951821 MI_loss: 18.26172 Detection error: 0.018945515155792236 time: 0:12:10.091449
- B/E: 121 / 5 , Gen_loss: -0.30297965 MI_loss: 18.849537 Detection error: 0.018951356410980225 time: 0:12:10.941608
- B/E: 122 / 5 , Gen_loss: -0.30791545 MI_loss: 18.88383 Detection error: 0.01894158124923706 time: 0:12:11.797758
- B/E: 123 / 5 , Gen_loss: -0.30636072 MI_loss: 18.855433 Detection error: 0.01893472671508789 time: 0:12:12.581432
- B/E: 124 / 5 , Gen_loss: -0.30042034 MI_loss: 18.560387 Detection error: 0.01893472671508789 time: 0:12:13.325068
- B/E: 125 / 5 , Gen_loss: -0.301564 MI_loss: 18.633799 Detection error: 0.018939495086669922 time: 0:12:14.067723
- B/E: 126 / 5 , Gen_loss: -0.30778018 MI_loss: 18.974169 Detection error: 0.018948078155517578 time: 0:12:14.927568
- B/E: 127 / 5 , Gen_loss: -0.30739787 MI_loss: 19.037464 Detection error: 0.018937528133392334 time: 0:12:15.782780
- B/E: 128 / 5 , Gen_loss: -0.29586288 MI_loss: 18.361048 Detection error: 0.018943071365356445 time: 0:12:16.612426
- B/E: 129 / 5 , Gen_loss: -0.31945455 MI_loss: 19.780785 Detection error: 0.018949031829833984 time: 0:12:17.463832
- B/E: 130 / 5 , Gen_loss: -0.30570203 MI_loss: 18.807026 Detection error: 0.01895040273666382 time: 0:12:18.313065
- B/E: 131 / 5 , Gen_loss: -0.30878872 MI_loss: 18.95329 Detection error: 0.018950998783111572 time: 0:12:19.165872
- B/E: 132 / 5 , Gen_loss: -0.31270355 MI_loss: 19.175262 Detection error: 0.01894289255142212 time: 0:12:20.016401
- B/E: 133 / 5 , Gen_loss: -0.30782065 MI_loss: 19.016888 Detection error: 0.01895010471343994 time: 0:12:20.865196
- B/E: 134 / 5 , Gen_loss: -0.29833898 MI_loss: 18.643541 Detection error: 0.01895970106124878 time: 0:12:21.716127
- B/E: 135 / 5 , Gen_loss: -0.3140207 MI_loss: 19.171768 Detection error: 0.018944621086120605 time: 0:12:22.563853
- B/E: 136 / 5 , Gen_loss: -0.30551252 MI_loss: 18.840008 Detection error: 0.018950700759887695 time: 0:12:23.460196
- B/E: 137 / 5 , Gen_loss: -0.30061147 MI_loss: 18.594673 Detection error: 0.018948137760162354 time: 0:12:24.310855
- B/E: 138 / 5 , Gen_loss: -0.30943593 MI_loss: 19.185732 Detection error: 0.018951892852783203 time: 0:12:25.162243
- B/E: 139 / 5 , Gen_loss: -0.3065517 MI_loss: 18.825094 Detection error: 0.018948912620544434 time: 0:12:26.014147
- B/E: 140 / 5 , Gen_loss: -0.30684447 MI_loss: 18.954168 Detection error: 0.018941044807434082 time: 0:12:26.883018
- B/E: 141 / 5 , Gen_loss: -0.30647433 MI_loss: 18.836662 Detection error: 0.018929779529571533 time: 0:12:27.735109
- B/E: 142 / 5 , Gen_loss: -0.31000617 MI_loss: 19.143028 Detection error: 0.018921315670013428 time: 0:12:28.583881
- B/E: 143 / 5 , Gen_loss: -0.30798498 MI_loss: 19.04063 Detection error: 0.0189325213432312 time: 0:12:29.530828
- B/E: 144 / 5 , Gen_loss: -0.29877922 MI_loss: 18.37132 Detection error: 0.018932342529296875 time: 0:12:30.380590
- B/E: 145 / 5 , Gen_loss: -0.30398688 MI_loss: 18.583458 Detection error: 0.018925070762634277 time: 0:12:31.254704
- B/E: 146 / 5 , Gen_loss: -0.30912295 MI_loss: 19.054773 Detection error: 0.018928170204162598 time: 0:12:32.038192
- B/E: 147 / 5 , Gen_loss: -0.30984488 MI_loss: 19.09621 Detection error: 0.018922746181488037 time: 0:12:32.792238
- B/E: 148 / 5 , Gen_loss: -0.3061943 MI_loss: 18.959711 Detection error: 0.018922626972198486 time: 0:12:33.534382
- B/E: 149 / 5 , Gen_loss: -0.3007036 MI_loss: 18.639132 Detection error: 0.018928945064544678 time: 0:12:34.292414
-
- Test Loss: 15.987052 Test Error: 0.018791675567626953
- -----
- EPOCH: 6
- B/E: 0 / 6 , Gen_loss: -0.29703924 MI_loss: 18.333797 Detection error: 0.019937515258789062 time: 0:12:36.223243
- B/E: 1 / 6 , Gen_loss: -0.10562823 MI_loss: 7.6998734 Detection error: 0.0227968692779541 time: 0:12:38.514953
- B/E: 2 / 6 , Gen_loss: -0.2730685 MI_loss: 16.854813 Detection error: 0.02123957872390747 time: 0:12:39.367694
- B/E: 3 / 6 , Gen_loss: -0.262764 MI_loss: 16.527775 Detection error: 0.020851552486419678 time: 0:12:40.234054
- B/E: 4 / 6 , Gen_loss: -0.24240628 MI_loss: 15.287332 Detection error: 0.020837485790252686 time: 0:12:41.086475
- B/E: 5 / 6 , Gen_loss: -0.23677564 MI_loss: 15.027937 Detection error: 0.02073955535888672 time: 0:12:42.017673
- B/E: 6 / 6 , Gen_loss: -0.25744146 MI_loss: 16.1637 Detection error: 0.020348191261291504 time: 0:12:42.874330
- B/E: 7 / 6 , Gen_loss: -0.26842454 MI_loss: 16.625145 Detection error: 0.020179688930511475 time: 0:12:43.732453
- B/E: 8 / 6 , Gen_loss: -0.27362874 MI_loss: 17.134462 Detection error: 0.020086824893951416 time: 0:12:44.588990
- B/E: 9 / 6 , Gen_loss: -0.27335328 MI_loss: 17.03774 Detection error: 0.019971847534179688 time: 0:12:45.440085
- B/E: 10 / 6 , Gen_loss: -0.271098 MI_loss: 16.850235 Detection error: 0.0199204683303833 time: 0:12:46.281872
- B/E: 11 / 6 , Gen_loss: -0.2702522 MI_loss: 16.672686 Detection error: 0.019744813442230225 time: 0:12:47.116609
- B/E: 12 / 6 , Gen_loss: -0.27729562 MI_loss: 17.136812 Detection error: 0.019697129726409912 time: 0:12:47.963873
- B/E: 13 / 6 , Gen_loss: -0.2825775 MI_loss: 17.393646 Detection error: 0.01955580711364746 time: 0:12:48.811589
- B/E: 14 / 6 , Gen_loss: -0.29177457 MI_loss: 18.022507 Detection error: 0.019539594650268555 time: 0:12:49.663100
- B/E: 15 / 6 , Gen_loss: -0.28012127 MI_loss: 17.388008 Detection error: 0.019505858421325684 time: 0:12:50.516410
- B/E: 16 / 6 , Gen_loss: -0.2863534 MI_loss: 17.554743 Detection error: 0.0194283127784729 time: 0:12:51.366439
- B/E: 17 / 6 , Gen_loss: -0.28973877 MI_loss: 17.895458 Detection error: 0.019342005252838135 time: 0:12:52.214821
- B/E: 18 / 6 , Gen_loss: -0.29881322 MI_loss: 18.38818 Detection error: 0.01921379566192627 time: 0:12:53.066012
- B/E: 19 / 6 , Gen_loss: -0.29542246 MI_loss: 18.418528 Detection error: 0.01919686794281006 time: 0:12:53.928633
- B/E: 20 / 6 , Gen_loss: -0.29024485 MI_loss: 17.952415 Detection error: 0.019129455089569092 time: 0:12:54.873202
- B/E: 21 / 6 , Gen_loss: -0.29071975 MI_loss: 17.907627 Detection error: 0.01917898654937744 time: 0:12:55.729158
- B/E: 22 / 6 , Gen_loss: -0.29308236 MI_loss: 17.97482 Detection error: 0.01911681890487671 time: 0:12:56.581902
- B/E: 23 / 6 , Gen_loss: -0.29619434 MI_loss: 18.196726 Detection error: 0.019134104251861572 time: 0:12:57.431939
- B/E: 24 / 6 , Gen_loss: -0.29359245 MI_loss: 18.05496 Detection error: 0.01910877227783203 time: 0:12:58.304384
- B/E: 25 / 6 , Gen_loss: -0.2909398 MI_loss: 17.956392 Detection error: 0.019097328186035156 time: 0:12:59.153495
- B/E: 26 / 6 , Gen_loss: -0.2923041 MI_loss: 18.179102 Detection error: 0.01911228895187378 time: 0:13:00.002207
- B/E: 27 / 6 , Gen_loss: -0.30465817 MI_loss: 18.953575 Detection error: 0.01911163330078125 time: 0:13:00.819974
- B/E: 28 / 6 , Gen_loss: -0.29511312 MI_loss: 18.240292 Detection error: 0.01909482479095459 time: 0:13:01.561985
- B/E: 29 / 6 , Gen_loss: -0.2935761 MI_loss: 18.26442 Detection error: 0.01908022165298462 time: 0:13:02.384888
- B/E: 30 / 6 , Gen_loss: -0.3003629 MI_loss: 18.550571 Detection error: 0.01903325319290161 time: 0:13:03.231629
- B/E: 31 / 6 , Gen_loss: -0.29787865 MI_loss: 18.404016 Detection error: 0.018969714641571045 time: 0:13:04.101106
- B/E: 32 / 6 , Gen_loss: -0.31247684 MI_loss: 19.32201 Detection error: 0.018940329551696777 time: 0:13:04.957540
- B/E: 33 / 6 , Gen_loss: -0.30112687 MI_loss: 18.569263 Detection error: 0.018912672996520996 time: 0:13:05.810558
- B/E: 34 / 6 , Gen_loss: -0.30041343 MI_loss: 18.593431 Detection error: 0.018897294998168945 time: 0:13:06.661792
- B/E: 35 / 6 , Gen_loss: -0.31056285 MI_loss: 19.117426 Detection error: 0.018854141235351562 time: 0:13:07.513054
- B/E: 36 / 6 , Gen_loss: -0.3113472 MI_loss: 19.146935 Detection error: 0.018794775009155273 time: 0:13:08.464609
- B/E: 37 / 6 , Gen_loss: -0.3102355 MI_loss: 19.054893 Detection error: 0.01876974105834961 time: 0:13:09.316368
- B/E: 38 / 6 , Gen_loss: -0.30749363 MI_loss: 18.99583 Detection error: 0.01879328489303589 time: 0:13:10.172614
- B/E: 39 / 6 , Gen_loss: -0.31362027 MI_loss: 19.279465 Detection error: 0.018763303756713867 time: 0:13:11.024942
- B/E: 40 / 6 , Gen_loss: -0.2993225 MI_loss: 18.472004 Detection error: 0.018726348876953125 time: 0:13:11.814930
- B/E: 41 / 6 , Gen_loss: -0.3041224 MI_loss: 18.735035 Detection error: 0.018733620643615723 time: 0:13:12.557165
- B/E: 42 / 6 , Gen_loss: -0.30582595 MI_loss: 18.840725 Detection error: 0.018710017204284668 time: 0:13:13.410969
- B/E: 43 / 6 , Gen_loss: -0.307085 MI_loss: 18.908924 Detection error: 0.018715202808380127 time: 0:13:14.255304
- B/E: 44 / 6 , Gen_loss: -0.30706382 MI_loss: 19.054966 Detection error: 0.01871389150619507 time: 0:13:14.999422
- B/E: 45 / 6 , Gen_loss: -0.31111145 MI_loss: 19.064795 Detection error: 0.018718063831329346 time: 0:13:15.743636
- B/E: 46 / 6 , Gen_loss: -0.30177 MI_loss: 18.688856 Detection error: 0.018731355667114258 time: 0:13:16.577946
- B/E: 47 / 6 , Gen_loss: -0.3059921 MI_loss: 18.877035 Detection error: 0.01874023675918579 time: 0:13:17.487351
- B/E: 48 / 6 , Gen_loss: -0.30417645 MI_loss: 18.822773 Detection error: 0.01873403787612915 time: 0:13:18.351488
- B/E: 49 / 6 , Gen_loss: -0.30264837 MI_loss: 18.754665 Detection error: 0.01874750852584839 time: 0:13:19.227632
- B/E: 50 / 6 , Gen_loss: -0.3063868 MI_loss: 18.988485 Detection error: 0.018775761127471924 time: 0:13:20.078067
- B/E: 51 / 6 , Gen_loss: -0.3116481 MI_loss: 19.328354 Detection error: 0.01878666877746582 time: 0:13:20.954580
- B/E: 52 / 6 , Gen_loss: -0.3094747 MI_loss: 19.072218 Detection error: 0.018765926361083984 time: 0:13:21.899964
- B/E: 53 / 6 , Gen_loss: -0.31677088 MI_loss: 19.503574 Detection error: 0.01874828338623047 time: 0:13:22.753030
- B/E: 54 / 6 , Gen_loss: -0.30365598 MI_loss: 18.734707 Detection error: 0.018740355968475342 time: 0:13:23.602936
- B/E: 55 / 6 , Gen_loss: -0.30737865 MI_loss: 18.899757 Detection error: 0.01873713731765747 time: 0:13:24.451024
- B/E: 56 / 6 , Gen_loss: -0.30294678 MI_loss: 18.77803 Detection error: 0.018727540969848633 time: 0:13:25.299288
- B/E: 57 / 6 , Gen_loss: -0.3057782 MI_loss: 18.975037 Detection error: 0.018711745738983154 time: 0:13:26.168737
- B/E: 58 / 6 , Gen_loss: -0.3091404 MI_loss: 19.131472 Detection error: 0.01871401071548462 time: 0:13:27.020548
- B/E: 59 / 6 , Gen_loss: -0.29984146 MI_loss: 18.549866 Detection error: 0.01872342824935913 time: 0:13:27.870298
- B/E: 60 / 6 , Gen_loss: -0.31554353 MI_loss: 19.530304 Detection error: 0.01874333620071411 time: 0:13:28.719987
- B/E: 61 / 6 , Gen_loss: -0.3105194 MI_loss: 19.117859 Detection error: 0.01871621608734131 time: 0:13:29.599592
- B/E: 62 / 6 , Gen_loss: -0.30683947 MI_loss: 19.044752 Detection error: 0.01874256134033203 time: 0:13:30.454556
- B/E: 63 / 6 , Gen_loss: -0.30279735 MI_loss: 18.935644 Detection error: 0.01878565549850464 time: 0:13:31.307523
- B/E: 64 / 6 , Gen_loss: -0.29842404 MI_loss: 18.696663 Detection error: 0.018811523914337158 time: 0:13:32.179783
- B/E: 65 / 6 , Gen_loss: -0.303583 MI_loss: 18.833492 Detection error: 0.01879829168319702 time: 0:13:33.031000
- B/E: 66 / 6 , Gen_loss: -0.31343323 MI_loss: 19.276276 Detection error: 0.018790602684020996 time: 0:13:33.885437
- B/E: 67 / 6 , Gen_loss: -0.32224187 MI_loss: 19.74996 Detection error: 0.01878535747528076 time: 0:13:34.735016
- B/E: 68 / 6 , Gen_loss: -0.2983681 MI_loss: 18.519772 Detection error: 0.018770813941955566 time: 0:13:35.703136
- B/E: 69 / 6 , Gen_loss: -0.31169972 MI_loss: 19.207191 Detection error: 0.018776774406433105 time: 0:13:36.553769
- B/E: 70 / 6 , Gen_loss: -0.3095796 MI_loss: 19.183084 Detection error: 0.018769800662994385 time: 0:13:37.410152
- B/E: 71 / 6 , Gen_loss: -0.30688298 MI_loss: 19.014874 Detection error: 0.01875215768814087 time: 0:13:38.261435
- B/E: 72 / 6 , Gen_loss: -0.31177533 MI_loss: 19.157013 Detection error: 0.018749594688415527 time: 0:13:39.114008
- B/E: 73 / 6 , Gen_loss: -0.30983877 MI_loss: 19.100159 Detection error: 0.018747448921203613 time: 0:13:39.963765
- B/E: 74 / 6 , Gen_loss: -0.31024107 MI_loss: 19.193958 Detection error: 0.01873999834060669 time: 0:13:40.816157
- B/E: 75 / 6 , Gen_loss: -0.31449383 MI_loss: 19.317648 Detection error: 0.018713831901550293 time: 0:13:41.674932
- B/E: 76 / 6 , Gen_loss: -0.29790163 MI_loss: 18.432392 Detection error: 0.01871389150619507 time: 0:13:42.526520
- B/E: 77 / 6 , Gen_loss: -0.312364 MI_loss: 19.168287 Detection error: 0.018721580505371094 time: 0:13:43.389655
- B/E: 78 / 6 , Gen_loss: -0.30849448 MI_loss: 18.996187 Detection error: 0.018725872039794922 time: 0:13:44.250155
- B/E: 79 / 6 , Gen_loss: -0.31 MI_loss: 19.032421 Detection error: 0.01872342824935913 time: 0:13:45.105303
- B/E: 80 / 6 , Gen_loss: -0.30565175 MI_loss: 18.956802 Detection error: 0.018728017807006836 time: 0:13:45.957195
- B/E: 81 / 6 , Gen_loss: -0.3135626 MI_loss: 19.315975 Detection error: 0.01872485876083374 time: 0:13:46.809056
- B/E: 82 / 6 , Gen_loss: -0.30940306 MI_loss: 18.994097 Detection error: 0.018719494342803955 time: 0:13:47.662622
- B/E: 83 / 6 , Gen_loss: -0.31296346 MI_loss: 19.297415 Detection error: 0.01871579885482788 time: 0:13:48.514696
- B/E: 84 / 6 , Gen_loss: -0.29584298 MI_loss: 18.315628 Detection error: 0.018712520599365234 time: 0:13:49.463751
- B/E: 85 / 6 , Gen_loss: -0.30473778 MI_loss: 18.634756 Detection error: 0.018686771392822266 time: 0:13:50.316352
- B/E: 86 / 6 , Gen_loss: -0.3075775 MI_loss: 18.962029 Detection error: 0.01869720220565796 time: 0:13:51.173865
- B/E: 87 / 6 , Gen_loss: -0.30842218 MI_loss: 18.976162 Detection error: 0.018671870231628418 time: 0:13:52.022999
- B/E: 88 / 6 , Gen_loss: -0.3106528 MI_loss: 19.168667 Detection error: 0.018662214279174805 time: 0:13:52.871568
- B/E: 89 / 6 , Gen_loss: -0.30377883 MI_loss: 18.84505 Detection error: 0.018662869930267334 time: 0:13:53.732061
- B/E: 90 / 6 , Gen_loss: -0.30518517 MI_loss: 18.845846 Detection error: 0.018652796745300293 time: 0:13:54.582648
- B/E: 91 / 6 , Gen_loss: -0.2992434 MI_loss: 18.574186 Detection error: 0.018646717071533203 time: 0:13:55.433986
- B/E: 92 / 6 , Gen_loss: -0.3043335 MI_loss: 18.718023 Detection error: 0.018644511699676514 time: 0:13:56.288658
- B/E: 93 / 6 , Gen_loss: -0.30558652 MI_loss: 18.984814 Detection error: 0.01863628625869751 time: 0:13:57.151516
- B/E: 94 / 6 , Gen_loss: -0.29429787 MI_loss: 18.364632 Detection error: 0.018658578395843506 time: 0:13:58.004962
- B/E: 95 / 6 , Gen_loss: -0.3047502 MI_loss: 18.943933 Detection error: 0.01866734027862549 time: 0:13:58.858554
- B/E: 96 / 6 , Gen_loss: -0.2992577 MI_loss: 18.480888 Detection error: 0.018649816513061523 time: 0:13:59.709992
- B/E: 97 / 6 , Gen_loss: -0.30209953 MI_loss: 18.660032 Detection error: 0.018642842769622803 time: 0:14:00.561283
- B/E: 98 / 6 , Gen_loss: -0.30992925 MI_loss: 19.091469 Detection error: 0.01864302158355713 time: 0:14:01.438275
- B/E: 99 / 6 , Gen_loss: -0.3132526 MI_loss: 19.290676 Detection error: 0.018638432025909424 time: 0:14:02.289918
- B/E: 100 / 6 , Gen_loss: -0.31015044 MI_loss: 19.216774 Detection error: 0.018649160861968994 time: 0:14:03.243053
- B/E: 101 / 6 , Gen_loss: -0.30807438 MI_loss: 19.046835 Detection error: 0.01864767074584961 time: 0:14:04.096945
- B/E: 102 / 6 , Gen_loss: -0.30591536 MI_loss: 18.871185 Detection error: 0.01864016056060791 time: 0:14:04.949985
- B/E: 103 / 6 , Gen_loss: -0.32143676 MI_loss: 19.743816 Detection error: 0.018645107746124268 time: 0:14:05.802523
- B/E: 104 / 6 , Gen_loss: -0.31463873 MI_loss: 19.454805 Detection error: 0.018657445907592773 time: 0:14:06.655988
- B/E: 105 / 6 , Gen_loss: -0.30142444 MI_loss: 18.680527 Detection error: 0.01865774393081665 time: 0:14:07.511732
- B/E: 106 / 6 , Gen_loss: -0.30113906 MI_loss: 18.61081 Detection error: 0.01866471767425537 time: 0:14:08.377246
- B/E: 107 / 6 , Gen_loss: -0.30979443 MI_loss: 19.17195 Detection error: 0.018661439418792725 time: 0:14:09.231330
- B/E: 108 / 6 , Gen_loss: -0.3137049 MI_loss: 19.343498 Detection error: 0.0186651349067688 time: 0:14:10.087634
- B/E: 109 / 6 , Gen_loss: -0.3119968 MI_loss: 19.233751 Detection error: 0.018668770790100098 time: 0:14:10.939294
- B/E: 110 / 6 , Gen_loss: -0.30753237 MI_loss: 18.81118 Detection error: 0.018642723560333252 time: 0:14:11.794633
- B/E: 111 / 6 , Gen_loss: -0.3190674 MI_loss: 19.609749 Detection error: 0.018640339374542236 time: 0:14:12.647528
- B/E: 112 / 6 , Gen_loss: -0.3101085 MI_loss: 19.047607 Detection error: 0.01863718032836914 time: 0:14:13.506160
- B/E: 113 / 6 , Gen_loss: -0.30784786 MI_loss: 19.02325 Detection error: 0.01863265037536621 time: 0:14:14.360726
- B/E: 114 / 6 , Gen_loss: -0.3025633 MI_loss: 18.736416 Detection error: 0.018631815910339355 time: 0:14:15.215117
- B/E: 115 / 6 , Gen_loss: -0.3155111 MI_loss: 19.375347 Detection error: 0.018627166748046875 time: 0:14:16.069696
- B/E: 116 / 6 , Gen_loss: -0.31094894 MI_loss: 19.12143 Detection error: 0.018620431423187256 time: 0:14:17.010213
- B/E: 117 / 6 , Gen_loss: -0.30860096 MI_loss: 19.087635 Detection error: 0.018623411655426025 time: 0:14:17.861760
- B/E: 118 / 6 , Gen_loss: -0.3140709 MI_loss: 19.305532 Detection error: 0.01861870288848877 time: 0:14:18.716166
- B/E: 119 / 6 , Gen_loss: -0.30846405 MI_loss: 19.019754 Detection error: 0.018617212772369385 time: 0:14:19.589224
- B/E: 120 / 6 , Gen_loss: -0.31336898 MI_loss: 19.100618 Detection error: 0.018622159957885742 time: 0:14:20.572332
- B/E: 121 / 6 , Gen_loss: -0.3073569 MI_loss: 19.081884 Detection error: 0.018620669841766357 time: 0:14:21.605546
- B/E: 122 / 6 , Gen_loss: -0.30501017 MI_loss: 18.792606 Detection error: 0.018615365028381348 time: 0:14:22.435076
- B/E: 123 / 6 , Gen_loss: -0.29879993 MI_loss: 18.341581 Detection error: 0.01860511302947998 time: 0:14:23.286362
- B/E: 124 / 6 , Gen_loss: -0.30112797 MI_loss: 18.700228 Detection error: 0.018606722354888916 time: 0:14:24.136230
- B/E: 125 / 6 , Gen_loss: -0.31333315 MI_loss: 19.407173 Detection error: 0.01860862970352173 time: 0:14:24.991551
- B/E: 126 / 6 , Gen_loss: -0.3120942 MI_loss: 19.465868 Detection error: 0.018627464771270752 time: 0:14:25.843109
- B/E: 127 / 6 , Gen_loss: -0.29847202 MI_loss: 18.18224 Detection error: 0.0186154842376709 time: 0:14:26.692822
- B/E: 128 / 6 , Gen_loss: -0.30352885 MI_loss: 18.810596 Detection error: 0.01862090826034546 time: 0:14:27.542193
- B/E: 129 / 6 , Gen_loss: -0.3123407 MI_loss: 19.298634 Detection error: 0.01863175630569458 time: 0:14:28.405306
- B/E: 130 / 6 , Gen_loss: -0.30414438 MI_loss: 18.710394 Detection error: 0.01863884925842285 time: 0:14:29.257559
- B/E: 131 / 6 , Gen_loss: -0.3115118 MI_loss: 18.96723 Detection error: 0.018629729747772217 time: 0:14:30.107902
- B/E: 132 / 6 , Gen_loss: -0.30440143 MI_loss: 18.698895 Detection error: 0.01862192153930664 time: 0:14:31.047754
- B/E: 133 / 6 , Gen_loss: -0.30407983 MI_loss: 18.765657 Detection error: 0.018639206886291504 time: 0:14:31.897892
- B/E: 134 / 6 , Gen_loss: -0.2975138 MI_loss: 18.413067 Detection error: 0.018643498420715332 time: 0:14:32.772105
- B/E: 135 / 6 , Gen_loss: -0.30964813 MI_loss: 18.993504 Detection error: 0.01862865686416626 time: 0:14:33.588180
- B/E: 136 / 6 , Gen_loss: -0.30791035 MI_loss: 18.786108 Detection error: 0.018632054328918457 time: 0:14:34.381537
- B/E: 137 / 6 , Gen_loss: -0.3033103 MI_loss: 18.590565 Detection error: 0.018632471561431885 time: 0:14:35.230800
- B/E: 138 / 6 , Gen_loss: -0.30776128 MI_loss: 18.942186 Detection error: 0.018629491329193115 time: 0:14:36.050213
- B/E: 139 / 6 , Gen_loss: -0.31901303 MI_loss: 19.35193 Detection error: 0.01862722635269165 time: 0:14:36.916563
- B/E: 140 / 6 , Gen_loss: -0.30266285 MI_loss: 18.628738 Detection error: 0.01861947774887085 time: 0:14:37.764978
- B/E: 141 / 6 , Gen_loss: -0.3004676 MI_loss: 18.377068 Detection error: 0.01861661672592163 time: 0:14:38.612668
- B/E: 142 / 6 , Gen_loss: -0.2982072 MI_loss: 18.29486 Detection error: 0.018609702587127686 time: 0:14:39.460822
- B/E: 143 / 6 , Gen_loss: -0.2968439 MI_loss: 18.32924 Detection error: 0.01861286163330078 time: 0:14:40.311670
- B/E: 144 / 6 , Gen_loss: -0.30895436 MI_loss: 18.98558 Detection error: 0.018618345260620117 time: 0:14:41.159509
- B/E: 145 / 6 , Gen_loss: -0.30317026 MI_loss: 18.63408 Detection error: 0.018616855144500732 time: 0:14:42.009937
- B/E: 146 / 6 , Gen_loss: -0.3094452 MI_loss: 18.983646 Detection error: 0.018618404865264893 time: 0:14:42.859729
- B/E: 147 / 6 , Gen_loss: -0.30837217 MI_loss: 18.869585 Detection error: 0.018616139888763428 time: 0:14:43.713415
- B/E: 148 / 6 , Gen_loss: -0.31458735 MI_loss: 19.296206 Detection error: 0.01860862970352173 time: 0:14:44.668211
- B/E: 149 / 6 , Gen_loss: -0.3108564 MI_loss: 19.078634 Detection error: 0.01861584186553955 time: 0:14:45.521193
-
- Test Loss: 15.451408 Test Error: 0.01812499761581421
- -----
- EPOCH: 7
- B/E: 0 / 7 , Gen_loss: -0.30563146 MI_loss: 18.776163 Detection error: 0.019593775272369385 time: 0:14:47.499288
- B/E: 1 / 7 , Gen_loss: -0.09917781 MI_loss: 7.484106 Detection error: 0.02779686450958252 time: 0:14:49.765242
- B/E: 2 / 7 , Gen_loss: -0.2974224 MI_loss: 18.419579 Detection error: 0.024406254291534424 time: 0:14:50.615943
- B/E: 3 / 7 , Gen_loss: -0.2534189 MI_loss: 16.024673 Detection error: 0.024031221866607666 time: 0:14:51.463743
- B/E: 4 / 7 , Gen_loss: -0.20092015 MI_loss: 13.064144 Detection error: 0.02394998073577881 time: 0:14:52.316929
- B/E: 5 / 7 , Gen_loss: -0.24522634 MI_loss: 15.641249 Detection error: 0.023604154586791992 time: 0:14:53.165103
- B/E: 6 / 7 , Gen_loss: -0.26695728 MI_loss: 16.724392 Detection error: 0.02278125286102295 time: 0:14:54.015447
- B/E: 7 / 7 , Gen_loss: -0.26946962 MI_loss: 16.914415 Detection error: 0.02225780487060547 time: 0:14:54.876004
- B/E: 8 / 7 , Gen_loss: -0.25987414 MI_loss: 16.245583 Detection error: 0.021996498107910156 time: 0:14:55.670961
- B/E: 9 / 7 , Gen_loss: -0.24906398 MI_loss: 15.520945 Detection error: 0.021737515926361084 time: 0:14:56.417810
- B/E: 10 / 7 , Gen_loss: -0.2647485 MI_loss: 16.466797 Detection error: 0.021460235118865967 time: 0:14:57.246396
- B/E: 11 / 7 , Gen_loss: -0.26035684 MI_loss: 16.171982 Detection error: 0.0212213397026062 time: 0:14:58.018318
- B/E: 12 / 7 , Gen_loss: -0.2604397 MI_loss: 16.314058 Detection error: 0.021100938320159912 time: 0:14:58.766235
- B/E: 13 / 7 , Gen_loss: -0.26794022 MI_loss: 16.707497 Detection error: 0.020814716815948486 time: 0:14:59.512657
- B/E: 14 / 7 , Gen_loss: -0.2815064 MI_loss: 17.332144 Detection error: 0.020587503910064697 time: 0:15:00.334691
- B/E: 15 / 7 , Gen_loss: -0.2854665 MI_loss: 17.726925 Detection error: 0.020509779453277588 time: 0:15:01.183563
- B/E: 16 / 7 , Gen_loss: -0.29219922 MI_loss: 18.147928 Detection error: 0.020354807376861572 time: 0:15:02.036341
- B/E: 17 / 7 , Gen_loss: -0.28567216 MI_loss: 17.579132 Detection error: 0.02017533779144287 time: 0:15:02.886398
- B/E: 18 / 7 , Gen_loss: -0.2916492 MI_loss: 17.894144 Detection error: 0.01998192071914673 time: 0:15:03.758478
- B/E: 19 / 7 , Gen_loss: -0.29211497 MI_loss: 18.024792 Detection error: 0.019904673099517822 time: 0:15:04.633374
- B/E: 20 / 7 , Gen_loss: -0.29819316 MI_loss: 18.363195 Detection error: 0.019811034202575684 time: 0:15:05.492065
- B/E: 21 / 7 , Gen_loss: -0.28375095 MI_loss: 17.559696 Detection error: 0.01979827880859375 time: 0:15:06.344619
- B/E: 22 / 7 , Gen_loss: -0.30300918 MI_loss: 18.483023 Detection error: 0.01968204975128174 time: 0:15:07.192848
- B/E: 23 / 7 , Gen_loss: -0.3034446 MI_loss: 18.643888 Detection error: 0.01958334445953369 time: 0:15:08.046863
- B/E: 24 / 7 , Gen_loss: -0.2968662 MI_loss: 18.291656 Detection error: 0.01955127716064453 time: 0:15:08.898103
- B/E: 25 / 7 , Gen_loss: -0.29800302 MI_loss: 18.422562 Detection error: 0.019530057907104492 time: 0:15:09.847314
- B/E: 26 / 7 , Gen_loss: -0.29615352 MI_loss: 18.30117 Detection error: 0.019502341747283936 time: 0:15:10.697848
- B/E: 27 / 7 , Gen_loss: -0.30934942 MI_loss: 18.998024 Detection error: 0.019457578659057617 time: 0:15:11.548084
- B/E: 28 / 7 , Gen_loss: -0.31457925 MI_loss: 19.464876 Detection error: 0.019423484802246094 time: 0:15:12.402604
- B/E: 29 / 7 , Gen_loss: -0.30412555 MI_loss: 18.869587 Detection error: 0.019379138946533203 time: 0:15:13.252603
- B/E: 30 / 7 , Gen_loss: -0.3009121 MI_loss: 18.530079 Detection error: 0.019301414489746094 time: 0:15:14.103124
- B/E: 31 / 7 , Gen_loss: -0.29654744 MI_loss: 18.331148 Detection error: 0.01923435926437378 time: 0:15:14.953353
- B/E: 32 / 7 , Gen_loss: -0.2975288 MI_loss: 18.416857 Detection error: 0.01919698715209961 time: 0:15:15.807309
- B/E: 33 / 7 , Gen_loss: -0.30500403 MI_loss: 18.680023 Detection error: 0.01913970708847046 time: 0:15:16.660404
- B/E: 34 / 7 , Gen_loss: -0.30622137 MI_loss: 19.054651 Detection error: 0.019114315509796143 time: 0:15:17.511204
- B/E: 35 / 7 , Gen_loss: -0.30491728 MI_loss: 18.772488 Detection error: 0.019040822982788086 time: 0:15:18.362779
- B/E: 36 / 7 , Gen_loss: -0.31546122 MI_loss: 19.375633 Detection error: 0.01897042989730835 time: 0:15:19.213382
- B/E: 37 / 7 , Gen_loss: -0.31151167 MI_loss: 19.162165 Detection error: 0.01895231008529663 time: 0:15:20.066461
- B/E: 38 / 7 , Gen_loss: -0.3114222 MI_loss: 19.272217 Detection error: 0.018945515155792236 time: 0:15:20.920240
- B/E: 39 / 7 , Gen_loss: -0.311715 MI_loss: 19.162767 Detection error: 0.018902361392974854 time: 0:15:21.771754
- B/E: 40 / 7 , Gen_loss: -0.30968294 MI_loss: 19.201303 Detection error: 0.018858253955841064 time: 0:15:22.625480
- B/E: 41 / 7 , Gen_loss: -0.3154376 MI_loss: 19.424328 Detection error: 0.018851935863494873 time: 0:15:23.561415
- B/E: 42 / 7 , Gen_loss: -0.3060856 MI_loss: 18.960537 Detection error: 0.018816113471984863 time: 0:15:24.412317
- B/E: 43 / 7 , Gen_loss: -0.31029612 MI_loss: 19.062979 Detection error: 0.01881319284439087 time: 0:15:25.263660
- B/E: 44 / 7 , Gen_loss: -0.31223646 MI_loss: 19.192139 Detection error: 0.01878124475479126 time: 0:15:26.142959
- B/E: 45 / 7 , Gen_loss: -0.31267166 MI_loss: 19.304739 Detection error: 0.018783271312713623 time: 0:15:26.993899
- B/E: 46 / 7 , Gen_loss: -0.31502283 MI_loss: 19.522816 Detection error: 0.018778562545776367 time: 0:15:27.850130
- B/E: 47 / 7 , Gen_loss: -0.3075366 MI_loss: 18.891052 Detection error: 0.01876300573348999 time: 0:15:28.700681
- B/E: 48 / 7 , Gen_loss: -0.31422216 MI_loss: 19.385925 Detection error: 0.018774867057800293 time: 0:15:29.550770
- B/E: 49 / 7 , Gen_loss: -0.3029114 MI_loss: 18.66028 Detection error: 0.018762528896331787 time: 0:15:30.401859
- B/E: 50 / 7 , Gen_loss: -0.30175474 MI_loss: 18.839706 Detection error: 0.018780648708343506 time: 0:15:31.265859
- B/E: 51 / 7 , Gen_loss: -0.30423626 MI_loss: 18.882664 Detection error: 0.0187608003616333 time: 0:15:32.118509
- B/E: 52 / 7 , Gen_loss: -0.31402835 MI_loss: 19.293137 Detection error: 0.018735229969024658 time: 0:15:32.973995
- B/E: 53 / 7 , Gen_loss: -0.3165455 MI_loss: 19.543 Detection error: 0.018722236156463623 time: 0:15:33.793900
- B/E: 54 / 7 , Gen_loss: -0.30877924 MI_loss: 19.046158 Detection error: 0.018702268600463867 time: 0:15:34.646087
- B/E: 55 / 7 , Gen_loss: -0.30249408 MI_loss: 18.612524 Detection error: 0.01868361234664917 time: 0:15:35.518550
- B/E: 56 / 7 , Gen_loss: -0.30553105 MI_loss: 18.945415 Detection error: 0.018663406372070312 time: 0:15:36.369869
- B/E: 57 / 7 , Gen_loss: -0.30866823 MI_loss: 18.999767 Detection error: 0.018657326698303223 time: 0:15:37.325559
- B/E: 58 / 7 , Gen_loss: -0.31492007 MI_loss: 19.442999 Detection error: 0.01864248514175415 time: 0:15:38.206279
- B/E: 59 / 7 , Gen_loss: -0.31174615 MI_loss: 19.318922 Detection error: 0.018643736839294434 time: 0:15:39.061421
- B/E: 60 / 7 , Gen_loss: -0.31442586 MI_loss: 19.34126 Detection error: 0.018642902374267578 time: 0:15:39.910888
- B/E: 61 / 7 , Gen_loss: -0.31336164 MI_loss: 19.292002 Detection error: 0.018616437911987305 time: 0:15:40.761775
- B/E: 62 / 7 , Gen_loss: -0.31295612 MI_loss: 19.293337 Detection error: 0.0186309814453125 time: 0:15:41.613542
- B/E: 63 / 7 , Gen_loss: -0.29787603 MI_loss: 18.536757 Detection error: 0.018628418445587158 time: 0:15:42.464720
- B/E: 64 / 7 , Gen_loss: -0.30771497 MI_loss: 19.010115 Detection error: 0.018623530864715576 time: 0:15:43.319125
- B/E: 65 / 7 , Gen_loss: -0.31202722 MI_loss: 19.28417 Detection error: 0.018607020378112793 time: 0:15:44.170784
- B/E: 66 / 7 , Gen_loss: -0.31502977 MI_loss: 19.252079 Detection error: 0.018602609634399414 time: 0:15:45.021728
- B/E: 67 / 7 , Gen_loss: -0.31945926 MI_loss: 19.56405 Detection error: 0.018577218055725098 time: 0:15:45.873825
- B/E: 68 / 7 , Gen_loss: -0.29787624 MI_loss: 18.459898 Detection error: 0.018572449684143066 time: 0:15:46.723160
- B/E: 69 / 7 , Gen_loss: -0.3166609 MI_loss: 19.583954 Detection error: 0.018561184406280518 time: 0:15:47.576505
- B/E: 70 / 7 , Gen_loss: -0.3162235 MI_loss: 19.497213 Detection error: 0.01856076717376709 time: 0:15:48.427372
- B/E: 71 / 7 , Gen_loss: -0.31335065 MI_loss: 19.304724 Detection error: 0.018534302711486816 time: 0:15:49.278807
- B/E: 72 / 7 , Gen_loss: -0.31519198 MI_loss: 19.441792 Detection error: 0.018529534339904785 time: 0:15:50.127565
- B/E: 73 / 7 , Gen_loss: -0.30404845 MI_loss: 18.755 Detection error: 0.01851433515548706 time: 0:15:51.059960
- B/E: 74 / 7 , Gen_loss: -0.30875152 MI_loss: 19.202278 Detection error: 0.018511652946472168 time: 0:15:51.916353
- B/E: 75 / 7 , Gen_loss: -0.3031593 MI_loss: 18.762661 Detection error: 0.018489301204681396 time: 0:15:52.774141
- B/E: 76 / 7 , Gen_loss: -0.30525997 MI_loss: 18.87077 Detection error: 0.018491506576538086 time: 0:15:53.629434
- B/E: 77 / 7 , Gen_loss: -0.316048 MI_loss: 19.371578 Detection error: 0.018485605716705322 time: 0:15:54.484860
- B/E: 78 / 7 , Gen_loss: -0.31811327 MI_loss: 19.648815 Detection error: 0.018488526344299316 time: 0:15:55.338505
- B/E: 79 / 7 , Gen_loss: -0.31656158 MI_loss: 19.526787 Detection error: 0.0184820294380188 time: 0:15:56.194443
- B/E: 80 / 7 , Gen_loss: -0.31064135 MI_loss: 19.184654 Detection error: 0.018486082553863525 time: 0:15:57.046815
- B/E: 81 / 7 , Gen_loss: -0.30997962 MI_loss: 19.113977 Detection error: 0.018476009368896484 time: 0:15:57.897928
- B/E: 82 / 7 , Gen_loss: -0.31856915 MI_loss: 19.572147 Detection error: 0.018475890159606934 time: 0:15:58.756849
- B/E: 83 / 7 , Gen_loss: -0.30610743 MI_loss: 18.93114 Detection error: 0.018472492694854736 time: 0:15:59.608368
- B/E: 84 / 7 , Gen_loss: -0.31126553 MI_loss: 19.242985 Detection error: 0.018463969230651855 time: 0:16:00.463692
- B/E: 85 / 7 , Gen_loss: -0.314207 MI_loss: 19.247974 Detection error: 0.01843893527984619 time: 0:16:01.313689
- B/E: 86 / 7 , Gen_loss: -0.30772403 MI_loss: 19.03527 Detection error: 0.018439292907714844 time: 0:16:02.177134
- B/E: 87 / 7 , Gen_loss: -0.30376706 MI_loss: 18.725891 Detection error: 0.018412649631500244 time: 0:16:03.037146
- B/E: 88 / 7 , Gen_loss: -0.30787745 MI_loss: 19.016582 Detection error: 0.01840311288833618 time: 0:16:03.891243
- B/E: 89 / 7 , Gen_loss: -0.3151252 MI_loss: 19.522509 Detection error: 0.01839756965637207 time: 0:16:04.831153
- B/E: 90 / 7 , Gen_loss: -0.31769052 MI_loss: 19.492186 Detection error: 0.018388032913208008 time: 0:16:05.684130
- B/E: 91 / 7 , Gen_loss: -0.30198044 MI_loss: 18.59076 Detection error: 0.018388569355010986 time: 0:16:06.557412
- B/E: 92 / 7 , Gen_loss: -0.2986719 MI_loss: 18.323706 Detection error: 0.018372297286987305 time: 0:16:07.408813
- B/E: 93 / 7 , Gen_loss: -0.31700072 MI_loss: 19.689133 Detection error: 0.018370985984802246 time: 0:16:08.259306
- B/E: 94 / 7 , Gen_loss: -0.30428687 MI_loss: 18.9331 Detection error: 0.018390119075775146 time: 0:16:09.112730
- B/E: 95 / 7 , Gen_loss: -0.30934298 MI_loss: 19.104269 Detection error: 0.018394529819488525 time: 0:16:09.964434
- B/E: 96 / 7 , Gen_loss: -0.31406707 MI_loss: 19.307676 Detection error: 0.018386900424957275 time: 0:16:10.819840
- B/E: 97 / 7 , Gen_loss: -0.31610522 MI_loss: 19.431492 Detection error: 0.018383264541625977 time: 0:16:11.671577
- B/E: 98 / 7 , Gen_loss: -0.31516716 MI_loss: 19.34049 Detection error: 0.018380343914031982 time: 0:16:12.522586
- B/E: 99 / 7 , Gen_loss: -0.30660218 MI_loss: 18.955961 Detection error: 0.018382489681243896 time: 0:16:13.377080
- B/E: 100 / 7 , Gen_loss: -0.31751716 MI_loss: 19.582054 Detection error: 0.018384873867034912 time: 0:16:14.232183
- B/E: 101 / 7 , Gen_loss: -0.31722343 MI_loss: 19.604876 Detection error: 0.018388807773590088 time: 0:16:15.085214
- B/E: 102 / 7 , Gen_loss: -0.31229016 MI_loss: 19.256088 Detection error: 0.01837468147277832 time: 0:16:15.938764
- B/E: 103 / 7 , Gen_loss: -0.3030727 MI_loss: 18.717098 Detection error: 0.01837712526321411 time: 0:16:16.790141
- B/E: 104 / 7 , Gen_loss: -0.31030056 MI_loss: 19.229416 Detection error: 0.01838451623916626 time: 0:16:17.643335
- B/E: 105 / 7 , Gen_loss: -0.31669673 MI_loss: 19.491827 Detection error: 0.018372952938079834 time: 0:16:18.594292
- B/E: 106 / 7 , Gen_loss: -0.32070136 MI_loss: 19.677494 Detection error: 0.01837325096130371 time: 0:16:19.446550
- B/E: 107 / 7 , Gen_loss: -0.3150214 MI_loss: 19.468664 Detection error: 0.018371522426605225 time: 0:16:20.298945
- B/E: 108 / 7 , Gen_loss: -0.31168014 MI_loss: 19.220242 Detection error: 0.018379271030426025 time: 0:16:21.149657
- B/E: 109 / 7 , Gen_loss: -0.30839878 MI_loss: 18.991539 Detection error: 0.018369615077972412 time: 0:16:22.002206
- B/E: 110 / 7 , Gen_loss: -0.30425546 MI_loss: 18.723253 Detection error: 0.018348515033721924 time: 0:16:22.856824
- B/E: 111 / 7 , Gen_loss: -0.31810424 MI_loss: 19.620283 Detection error: 0.01834791898727417 time: 0:16:23.710270
- B/E: 112 / 7 , Gen_loss: -0.3196049 MI_loss: 19.683847 Detection error: 0.018337368965148926 time: 0:16:24.562415
- B/E: 113 / 7 , Gen_loss: -0.31634492 MI_loss: 19.613686 Detection error: 0.01833522319793701 time: 0:16:25.415032
- B/E: 114 / 7 , Gen_loss: -0.320548 MI_loss: 19.716524 Detection error: 0.01833397150039673 time: 0:16:26.272684
- B/E: 115 / 7 , Gen_loss: -0.3042151 MI_loss: 18.67008 Detection error: 0.01832813024520874 time: 0:16:27.122038
- B/E: 116 / 7 , Gen_loss: -0.31636438 MI_loss: 19.458536 Detection error: 0.018318116664886475 time: 0:16:27.973296
- B/E: 117 / 7 , Gen_loss: -0.3065737 MI_loss: 19.087305 Detection error: 0.01831728219985962 time: 0:16:28.823104
- B/E: 118 / 7 , Gen_loss: -0.30645064 MI_loss: 18.902895 Detection error: 0.018307268619537354 time: 0:16:29.679405
- B/E: 119 / 7 , Gen_loss: -0.30092165 MI_loss: 18.59348 Detection error: 0.01830965280532837 time: 0:16:30.529625
- B/E: 120 / 7 , Gen_loss: -0.31105462 MI_loss: 19.181828 Detection error: 0.01830756664276123 time: 0:16:31.381936
- B/E: 121 / 7 , Gen_loss: -0.30728605 MI_loss: 19.098724 Detection error: 0.018310189247131348 time: 0:16:32.320807
- B/E: 122 / 7 , Gen_loss: -0.32042453 MI_loss: 19.621489 Detection error: 0.018297791481018066 time: 0:16:33.170899
- B/E: 123 / 7 , Gen_loss: -0.3146925 MI_loss: 19.367119 Detection error: 0.018290042877197266 time: 0:16:34.038777
- B/E: 124 / 7 , Gen_loss: -0.30464384 MI_loss: 18.935387 Detection error: 0.018292486667633057 time: 0:16:34.891037
- B/E: 125 / 7 , Gen_loss: -0.31154975 MI_loss: 19.266571 Detection error: 0.018293142318725586 time: 0:16:35.745070
- B/E: 126 / 7 , Gen_loss: -0.3219283 MI_loss: 19.93419 Detection error: 0.01829969882965088 time: 0:16:36.597119
- B/E: 127 / 7 , Gen_loss: -0.30998212 MI_loss: 19.102177 Detection error: 0.018294215202331543 time: 0:16:37.470024
- B/E: 128 / 7 , Gen_loss: -0.3107506 MI_loss: 19.246386 Detection error: 0.018302321434020996 time: 0:16:38.323510
- B/E: 129 / 7 , Gen_loss: -0.31589 MI_loss: 19.511497 Detection error: 0.01830768585205078 time: 0:16:39.177504
- B/E: 130 / 7 , Gen_loss: -0.31966823 MI_loss: 19.624435 Detection error: 0.018307268619537354 time: 0:16:40.030115
- B/E: 131 / 7 , Gen_loss: -0.31668535 MI_loss: 19.582827 Detection error: 0.01830655336380005 time: 0:16:40.885588
- B/E: 132 / 7 , Gen_loss: -0.32188842 MI_loss: 19.78774 Detection error: 0.018293261528015137 time: 0:16:41.751702
- B/E: 133 / 7 , Gen_loss: -0.31397814 MI_loss: 19.343657 Detection error: 0.01830923557281494 time: 0:16:42.607561
- B/E: 134 / 7 , Gen_loss: -0.31794864 MI_loss: 19.743643 Detection error: 0.018316686153411865 time: 0:16:43.463016
- B/E: 135 / 7 , Gen_loss: -0.32437986 MI_loss: 19.87679 Detection error: 0.018303334712982178 time: 0:16:44.318092
- B/E: 136 / 7 , Gen_loss: -0.30685866 MI_loss: 18.922403 Detection error: 0.01830202341079712 time: 0:16:45.169845
- B/E: 137 / 7 , Gen_loss: -0.3055562 MI_loss: 18.872116 Detection error: 0.018301427364349365 time: 0:16:46.123360
- B/E: 138 / 7 , Gen_loss: -0.3102105 MI_loss: 19.161015 Detection error: 0.018298089504241943 time: 0:16:46.977225
- B/E: 139 / 7 , Gen_loss: -0.3162621 MI_loss: 19.513676 Detection error: 0.01830226182937622 time: 0:16:47.830491
- B/E: 140 / 7 , Gen_loss: -0.3054317 MI_loss: 18.816963 Detection error: 0.01829475164413452 time: 0:16:48.682234
- B/E: 141 / 7 , Gen_loss: -0.32180262 MI_loss: 19.749466 Detection error: 0.01828831434249878 time: 0:16:49.459583
- B/E: 142 / 7 , Gen_loss: -0.31017292 MI_loss: 19.074026 Detection error: 0.018282771110534668 time: 0:16:50.276402
- B/E: 143 / 7 , Gen_loss: -0.30970186 MI_loss: 19.108654 Detection error: 0.018287301063537598 time: 0:16:51.050307
- B/E: 144 / 7 , Gen_loss: -0.3055247 MI_loss: 18.774958 Detection error: 0.01828920841217041 time: 0:16:51.809372
- B/E: 145 / 7 , Gen_loss: -0.3058627 MI_loss: 18.776579 Detection error: 0.018286585807800293 time: 0:16:52.676265
- B/E: 146 / 7 , Gen_loss: -0.30446932 MI_loss: 18.770971 Detection error: 0.018288254737854004 time: 0:16:53.537372
- B/E: 147 / 7 , Gen_loss: -0.327874 MI_loss: 20.13 Detection error: 0.018286526203155518 time: 0:16:54.391975
- B/E: 148 / 7 , Gen_loss: -0.30546132 MI_loss: 18.870539 Detection error: 0.018286049365997314 time: 0:16:55.166758
- B/E: 149 / 7 , Gen_loss: -0.31255627 MI_loss: 19.245243 Detection error: 0.01828896999359131 time: 0:16:55.930439
-
- Test Loss: 14.855895 Test Error: 0.017624974250793457
- -----
- EPOCH: 8
- B/E: 0 / 8 , Gen_loss: -0.31270134 MI_loss: 19.250645 Detection error: 0.019124984741210938 time: 0:16:57.779190
- B/E: 1 / 8 , Gen_loss: -0.16956586 MI_loss: 10.860687 Detection error: 0.020156264305114746 time: 0:17:00.301990
- B/E: 2 / 8 , Gen_loss: -0.25130713 MI_loss: 15.445392 Detection error: 0.019895851612091064 time: 0:17:01.247545
- B/E: 3 / 8 , Gen_loss: -0.26254064 MI_loss: 16.544735 Detection error: 0.01996093988418579 time: 0:17:02.099627
- B/E: 4 / 8 , Gen_loss: -0.2651852 MI_loss: 16.662418 Detection error: 0.0199124813079834 time: 0:17:02.949639
- B/E: 5 / 8 , Gen_loss: -0.24152082 MI_loss: 15.358877 Detection error: 0.0196874737739563 time: 0:17:03.802808
- B/E: 6 / 8 , Gen_loss: -0.28046215 MI_loss: 17.525766 Detection error: 0.019491076469421387 time: 0:17:04.690261
- B/E: 7 / 8 , Gen_loss: -0.27684432 MI_loss: 17.283598 Detection error: 0.01936715841293335 time: 0:17:05.547216
- B/E: 8 / 8 , Gen_loss: -0.2643748 MI_loss: 16.539494 Detection error: 0.019239604473114014 time: 0:17:06.397753
- B/E: 9 / 8 , Gen_loss: -0.2758859 MI_loss: 17.150494 Detection error: 0.019156277179718018 time: 0:17:07.251005
- B/E: 10 / 8 , Gen_loss: -0.26813808 MI_loss: 16.85968 Detection error: 0.019130706787109375 time: 0:17:08.102708
- B/E: 11 / 8 , Gen_loss: -0.26888746 MI_loss: 16.818373 Detection error: 0.019054710865020752 time: 0:17:08.977156
- B/E: 12 / 8 , Gen_loss: -0.28046846 MI_loss: 17.303747 Detection error: 0.019007205963134766 time: 0:17:09.829733
- B/E: 13 / 8 , Gen_loss: -0.2821595 MI_loss: 17.336733 Detection error: 0.018843770027160645 time: 0:17:10.683282
- B/E: 14 / 8 , Gen_loss: -0.282526 MI_loss: 17.51286 Detection error: 0.018831253051757812 time: 0:17:11.485402
- B/E: 15 / 8 , Gen_loss: -0.27726445 MI_loss: 17.273151 Detection error: 0.018767595291137695 time: 0:17:12.227745
- B/E: 16 / 8 , Gen_loss: -0.29708213 MI_loss: 18.243628 Detection error: 0.01865994930267334 time: 0:17:12.971347
- B/E: 17 / 8 , Gen_loss: -0.2759463 MI_loss: 17.036446 Detection error: 0.018571197986602783 time: 0:17:13.718148
- B/E: 18 / 8 , Gen_loss: -0.28915763 MI_loss: 17.949226 Detection error: 0.018485188484191895 time: 0:17:14.584012
- B/E: 19 / 8 , Gen_loss: -0.28446576 MI_loss: 17.51171 Detection error: 0.018470287322998047 time: 0:17:15.329068
- B/E: 20 / 8 , Gen_loss: -0.2919985 MI_loss: 18.069016 Detection error: 0.018413662910461426 time: 0:17:16.073516
- B/E: 21 / 8 , Gen_loss: -0.2953688 MI_loss: 18.295387 Detection error: 0.018454551696777344 time: 0:17:16.822354
- B/E: 22 / 8 , Gen_loss: -0.29965714 MI_loss: 18.568653 Detection error: 0.018463313579559326 time: 0:17:17.569666
- B/E: 23 / 8 , Gen_loss: -0.29742354 MI_loss: 18.246008 Detection error: 0.018372416496276855 time: 0:17:18.316348
- B/E: 24 / 8 , Gen_loss: -0.29925352 MI_loss: 18.553703 Detection error: 0.01836252212524414 time: 0:17:19.130011
- B/E: 25 / 8 , Gen_loss: -0.3084479 MI_loss: 19.046968 Detection error: 0.018387019634246826 time: 0:17:19.981843
- B/E: 26 / 8 , Gen_loss: -0.30793494 MI_loss: 19.015835 Detection error: 0.01838076114654541 time: 0:17:20.835694
- B/E: 27 / 8 , Gen_loss: -0.3048889 MI_loss: 18.912119 Detection error: 0.01835155487060547 time: 0:17:21.685939
- B/E: 28 / 8 , Gen_loss: -0.3153261 MI_loss: 19.464626 Detection error: 0.018365323543548584 time: 0:17:22.552661
- B/E: 29 / 8 , Gen_loss: -0.30210915 MI_loss: 18.646431 Detection error: 0.01836872100830078 time: 0:17:23.407517
- B/E: 30 / 8 , Gen_loss: -0.31335515 MI_loss: 19.344032 Detection error: 0.01833164691925049 time: 0:17:24.183704
- B/E: 31 / 8 , Gen_loss: -0.3092102 MI_loss: 18.989592 Detection error: 0.018249988555908203 time: 0:17:25.133387
- B/E: 32 / 8 , Gen_loss: -0.30640385 MI_loss: 19.029955 Detection error: 0.018240511417388916 time: 0:17:25.989113
- B/E: 33 / 8 , Gen_loss: -0.30280474 MI_loss: 18.724857 Detection error: 0.018197596073150635 time: 0:17:26.839595
- B/E: 34 / 8 , Gen_loss: -0.3113918 MI_loss: 19.22612 Detection error: 0.01820981502532959 time: 0:17:27.692884
- B/E: 35 / 8 , Gen_loss: -0.30134398 MI_loss: 18.49718 Detection error: 0.018144965171813965 time: 0:17:28.550632
- B/E: 36 / 8 , Gen_loss: -0.3124603 MI_loss: 19.291021 Detection error: 0.018122494220733643 time: 0:17:29.404330
- B/E: 37 / 8 , Gen_loss: -0.306485 MI_loss: 18.900599 Detection error: 0.0181044340133667 time: 0:17:30.257826
- B/E: 38 / 8 , Gen_loss: -0.30409107 MI_loss: 18.739214 Detection error: 0.018109798431396484 time: 0:17:31.050261
- B/E: 39 / 8 , Gen_loss: -0.31361914 MI_loss: 19.275238 Detection error: 0.018096089363098145 time: 0:17:31.862903
- B/E: 40 / 8 , Gen_loss: -0.31896263 MI_loss: 19.641388 Detection error: 0.018094539642333984 time: 0:17:32.718859
- B/E: 41 / 8 , Gen_loss: -0.3102946 MI_loss: 19.195692 Detection error: 0.018076658248901367 time: 0:17:33.569609
- B/E: 42 / 8 , Gen_loss: -0.31723395 MI_loss: 19.55406 Detection error: 0.01805669069290161 time: 0:17:34.421447
- B/E: 43 / 8 , Gen_loss: -0.31504965 MI_loss: 19.408058 Detection error: 0.01807171106338501 time: 0:17:35.272657
- B/E: 44 / 8 , Gen_loss: -0.30947137 MI_loss: 19.18239 Detection error: 0.018056929111480713 time: 0:17:36.133130
- B/E: 45 / 8 , Gen_loss: -0.31648752 MI_loss: 19.569614 Detection error: 0.018099188804626465 time: 0:17:36.997686
- B/E: 46 / 8 , Gen_loss: -0.3117257 MI_loss: 19.25963 Detection error: 0.018101751804351807 time: 0:17:37.816319
- B/E: 47 / 8 , Gen_loss: -0.30511782 MI_loss: 18.887615 Detection error: 0.01810222864151001 time: 0:17:38.670374
- B/E: 48 / 8 , Gen_loss: -0.3173709 MI_loss: 19.594318 Detection error: 0.018112242221832275 time: 0:17:39.611517
- B/E: 49 / 8 , Gen_loss: -0.31496868 MI_loss: 19.505787 Detection error: 0.01813560724258423 time: 0:17:40.487011
- B/E: 50 / 8 , Gen_loss: -0.30438805 MI_loss: 18.792965 Detection error: 0.01814645528793335 time: 0:17:41.338958
- B/E: 51 / 8 , Gen_loss: -0.30830356 MI_loss: 19.203068 Detection error: 0.018142402172088623 time: 0:17:42.193779
- B/E: 52 / 8 , Gen_loss: -0.31923455 MI_loss: 19.526817 Detection error: 0.018120884895324707 time: 0:17:43.046152
- B/E: 53 / 8 , Gen_loss: -0.31320074 MI_loss: 19.357445 Detection error: 0.018114030361175537 time: 0:17:43.896822
- B/E: 54 / 8 , Gen_loss: -0.31108075 MI_loss: 19.134764 Detection error: 0.01809602975845337 time: 0:17:44.754188
- B/E: 55 / 8 , Gen_loss: -0.31010157 MI_loss: 19.083027 Detection error: 0.01808983087539673 time: 0:17:45.528195
- B/E: 56 / 8 , Gen_loss: -0.32793432 MI_loss: 20.150614 Detection error: 0.018073439598083496 time: 0:17:46.273587
- B/E: 57 / 8 , Gen_loss: -0.32197294 MI_loss: 19.79851 Detection error: 0.018062472343444824 time: 0:17:47.019422
- B/E: 58 / 8 , Gen_loss: -0.31029755 MI_loss: 19.112158 Detection error: 0.018065690994262695 time: 0:17:47.765056
- B/E: 59 / 8 , Gen_loss: -0.3155232 MI_loss: 19.509365 Detection error: 0.018070340156555176 time: 0:17:48.624605
- B/E: 60 / 8 , Gen_loss: -0.315377 MI_loss: 19.32389 Detection error: 0.018071234226226807 time: 0:17:49.474050
- B/E: 61 / 8 , Gen_loss: -0.3023801 MI_loss: 18.740412 Detection error: 0.018046855926513672 time: 0:17:50.323288
- B/E: 62 / 8 , Gen_loss: -0.31568438 MI_loss: 19.530752 Detection error: 0.018068969249725342 time: 0:17:51.118046
- B/E: 63 / 8 , Gen_loss: -0.31196764 MI_loss: 19.326763 Detection error: 0.018086910247802734 time: 0:17:52.058456
- B/E: 64 / 8 , Gen_loss: -0.31285876 MI_loss: 19.405481 Detection error: 0.018109142780303955 time: 0:17:52.914557
- B/E: 65 / 8 , Gen_loss: -0.31415752 MI_loss: 19.420893 Detection error: 0.018082857131958008 time: 0:17:53.769281
- B/E: 66 / 8 , Gen_loss: -0.3195681 MI_loss: 19.74483 Detection error: 0.018072307109832764 time: 0:17:54.623065
- B/E: 67 / 8 , Gen_loss: -0.32387674 MI_loss: 19.844847 Detection error: 0.018056094646453857 time: 0:17:55.475717
- B/E: 68 / 8 , Gen_loss: -0.3170612 MI_loss: 19.54597 Detection error: 0.01804894208908081 time: 0:17:56.333455
- B/E: 69 / 8 , Gen_loss: -0.3101626 MI_loss: 19.182844 Detection error: 0.01804286241531372 time: 0:17:57.188383
- B/E: 70 / 8 , Gen_loss: -0.31638646 MI_loss: 19.541967 Detection error: 0.018039166927337646 time: 0:17:58.050128
- B/E: 71 / 8 , Gen_loss: -0.31151515 MI_loss: 19.186432 Detection error: 0.018018662929534912 time: 0:17:58.812683
- B/E: 72 / 8 , Gen_loss: -0.31346264 MI_loss: 19.32307 Detection error: 0.018023133277893066 time: 0:17:59.678683
- B/E: 73 / 8 , Gen_loss: -0.31258762 MI_loss: 19.268858 Detection error: 0.018019020557403564 time: 0:18:00.533892
- B/E: 74 / 8 , Gen_loss: -0.3177425 MI_loss: 19.73756 Detection error: 0.01801544427871704 time: 0:18:01.382882
- B/E: 75 / 8 , Gen_loss: -0.30715024 MI_loss: 18.978292 Detection error: 0.017990946769714355 time: 0:18:02.230305
- B/E: 76 / 8 , Gen_loss: -0.3115054 MI_loss: 19.29015 Detection error: 0.01799553632736206 time: 0:18:03.000281
- B/E: 77 / 8 , Gen_loss: -0.3085726 MI_loss: 18.95617 Detection error: 0.01801079511642456 time: 0:18:03.792111
- B/E: 78 / 8 , Gen_loss: -0.30440816 MI_loss: 18.794441 Detection error: 0.01802849769592285 time: 0:18:04.632067
- B/E: 79 / 8 , Gen_loss: -0.3202007 MI_loss: 19.60367 Detection error: 0.01802891492843628 time: 0:18:05.568983
- B/E: 80 / 8 , Gen_loss: -0.31148034 MI_loss: 19.319458 Detection error: 0.01805168390274048 time: 0:18:06.386416
- B/E: 81 / 8 , Gen_loss: -0.30827063 MI_loss: 19.100685 Detection error: 0.01805180311203003 time: 0:18:07.131571
- B/E: 82 / 8 , Gen_loss: -0.3094881 MI_loss: 19.158783 Detection error: 0.018051564693450928 time: 0:18:07.889058
- B/E: 83 / 8 , Gen_loss: -0.30553728 MI_loss: 19.017807 Detection error: 0.018069922924041748 time: 0:18:08.635820
- B/E: 84 / 8 , Gen_loss: -0.30916446 MI_loss: 19.079113 Detection error: 0.018066883087158203 time: 0:18:09.410014
- B/E: 85 / 8 , Gen_loss: -0.30520007 MI_loss: 18.801777 Detection error: 0.018053054809570312 time: 0:18:10.248307
- B/E: 86 / 8 , Gen_loss: -0.30771542 MI_loss: 18.957672 Detection error: 0.018063604831695557 time: 0:18:11.097014
- B/E: 87 / 8 , Gen_loss: -0.3147142 MI_loss: 19.286304 Detection error: 0.018041551113128662 time: 0:18:11.974730
- B/E: 88 / 8 , Gen_loss: -0.3189398 MI_loss: 19.564714 Detection error: 0.018028080463409424 time: 0:18:12.829420
- B/E: 89 / 8 , Gen_loss: -0.30696255 MI_loss: 19.215136 Detection error: 0.01804029941558838 time: 0:18:13.684947
- B/E: 90 / 8 , Gen_loss: -0.3174968 MI_loss: 19.605862 Detection error: 0.018029212951660156 time: 0:18:14.536179
- B/E: 91 / 8 , Gen_loss: -0.30975366 MI_loss: 19.052017 Detection error: 0.018031954765319824 time: 0:18:15.386264
- B/E: 92 / 8 , Gen_loss: -0.31217915 MI_loss: 19.18438 Detection error: 0.018018126487731934 time: 0:18:16.241355
- B/E: 93 / 8 , Gen_loss: -0.31567377 MI_loss: 19.438322 Detection error: 0.01801133155822754 time: 0:18:17.092715
- B/E: 94 / 8 , Gen_loss: -0.30695674 MI_loss: 18.96653 Detection error: 0.01802694797515869 time: 0:18:17.946278
- B/E: 95 / 8 , Gen_loss: -0.3167106 MI_loss: 19.52844 Detection error: 0.018024086952209473 time: 0:18:18.897767
- B/E: 96 / 8 , Gen_loss: -0.31564638 MI_loss: 19.44674 Detection error: 0.018012583255767822 time: 0:18:19.752494
- B/E: 97 / 8 , Gen_loss: -0.3192761 MI_loss: 19.673037 Detection error: 0.01801276206970215 time: 0:18:20.603769
- B/E: 98 / 8 , Gen_loss: -0.30859038 MI_loss: 18.964108 Detection error: 0.01800912618637085 time: 0:18:21.457051
- B/E: 99 / 8 , Gen_loss: -0.3187717 MI_loss: 19.61594 Detection error: 0.018007516860961914 time: 0:18:22.319362
- B/E: 100 / 8 , Gen_loss: -0.3112214 MI_loss: 19.274078 Detection error: 0.01800990104675293 time: 0:18:23.171076
- B/E: 101 / 8 , Gen_loss: -0.316552 MI_loss: 19.495655 Detection error: 0.018010735511779785 time: 0:18:24.023479
- B/E: 102 / 8 , Gen_loss: -0.31349695 MI_loss: 19.421295 Detection error: 0.018006980419158936 time: 0:18:24.875557
- B/E: 103 / 8 , Gen_loss: -0.3150106 MI_loss: 19.31 Detection error: 0.018004179000854492 time: 0:18:25.725287
- B/E: 104 / 8 , Gen_loss: -0.30842984 MI_loss: 19.095612 Detection error: 0.018014907836914062 time: 0:18:26.579615
- B/E: 105 / 8 , Gen_loss: -0.3113585 MI_loss: 19.121193 Detection error: 0.018006205558776855 time: 0:18:27.433077
- B/E: 106 / 8 , Gen_loss: -0.31324098 MI_loss: 19.330153 Detection error: 0.01800614595413208 time: 0:18:28.284479
- B/E: 107 / 8 , Gen_loss: -0.30825126 MI_loss: 18.918724 Detection error: 0.018003463745117188 time: 0:18:29.139048
- B/E: 108 / 8 , Gen_loss: -0.3136841 MI_loss: 19.38243 Detection error: 0.018011152744293213 time: 0:18:29.991597
- B/E: 109 / 8 , Gen_loss: -0.31717423 MI_loss: 19.563763 Detection error: 0.017994046211242676 time: 0:18:30.844639
- B/E: 110 / 8 , Gen_loss: -0.30607873 MI_loss: 18.698896 Detection error: 0.017974674701690674 time: 0:18:31.703708
- B/E: 111 / 8 , Gen_loss: -0.31771412 MI_loss: 19.535295 Detection error: 0.017970144748687744 time: 0:18:32.610068
- B/E: 112 / 8 , Gen_loss: -0.32388106 MI_loss: 19.922438 Detection error: 0.01796489953994751 time: 0:18:33.462360
- B/E: 113 / 8 , Gen_loss: -0.31797624 MI_loss: 19.649559 Detection error: 0.01795780658721924 time: 0:18:34.312027
- B/E: 114 / 8 , Gen_loss: -0.30964845 MI_loss: 19.213678 Detection error: 0.0179557204246521 time: 0:18:35.169906
- B/E: 115 / 8 , Gen_loss: -0.31507203 MI_loss: 19.36789 Detection error: 0.017952561378479004 time: 0:18:36.021561
- B/E: 116 / 8 , Gen_loss: -0.31096306 MI_loss: 19.175877 Detection error: 0.017942309379577637 time: 0:18:36.873447
- B/E: 117 / 8 , Gen_loss: -0.31380096 MI_loss: 19.414513 Detection error: 0.017946243286132812 time: 0:18:37.726645
- B/E: 118 / 8 , Gen_loss: -0.31190506 MI_loss: 19.149214 Detection error: 0.017934083938598633 time: 0:18:38.575649
- B/E: 119 / 8 , Gen_loss: -0.31237027 MI_loss: 19.34578 Detection error: 0.017940104007720947 time: 0:18:39.444577
- B/E: 120 / 8 , Gen_loss: -0.31293592 MI_loss: 19.390833 Detection error: 0.017933905124664307 time: 0:18:40.296421
- B/E: 121 / 8 , Gen_loss: -0.3143182 MI_loss: 19.341312 Detection error: 0.017933666706085205 time: 0:18:41.151513
- B/E: 122 / 8 , Gen_loss: -0.3162511 MI_loss: 19.454065 Detection error: 0.017926573753356934 time: 0:18:42.002420
- B/E: 123 / 8 , Gen_loss: -0.32283738 MI_loss: 19.852928 Detection error: 0.01791483163833618 time: 0:18:42.834177
- B/E: 124 / 8 , Gen_loss: -0.3178811 MI_loss: 19.683962 Detection error: 0.017917275428771973 time: 0:18:43.703955
- B/E: 125 / 8 , Gen_loss: -0.30974016 MI_loss: 19.158255 Detection error: 0.017922639846801758 time: 0:18:44.554989
- B/E: 126 / 8 , Gen_loss: -0.31584388 MI_loss: 19.504835 Detection error: 0.017920255661010742 time: 0:18:45.406568
- B/E: 127 / 8 , Gen_loss: -0.3121309 MI_loss: 19.316011 Detection error: 0.017914772033691406 time: 0:18:46.358156
- B/E: 128 / 8 , Gen_loss: -0.30962837 MI_loss: 19.108557 Detection error: 0.017917156219482422 time: 0:18:47.214719
- B/E: 129 / 8 , Gen_loss: -0.3159868 MI_loss: 19.477571 Detection error: 0.01792043447494507 time: 0:18:48.068381
- B/E: 130 / 8 , Gen_loss: -0.31281325 MI_loss: 19.1628 Detection error: 0.01792246103286743 time: 0:18:48.950159
- B/E: 131 / 8 , Gen_loss: -0.31193224 MI_loss: 19.258081 Detection error: 0.01792067289352417 time: 0:18:49.800047
- B/E: 132 / 8 , Gen_loss: -0.32209355 MI_loss: 19.680779 Detection error: 0.017913997173309326 time: 0:18:50.599338
- B/E: 133 / 8 , Gen_loss: -0.3115893 MI_loss: 19.188334 Detection error: 0.017923712730407715 time: 0:18:51.343747
- B/E: 134 / 8 , Gen_loss: -0.30580375 MI_loss: 19.059076 Detection error: 0.017930328845977783 time: 0:18:52.087738
- B/E: 135 / 8 , Gen_loss: -0.319427 MI_loss: 19.64008 Detection error: 0.017918884754180908 time: 0:18:52.899764
- B/E: 136 / 8 , Gen_loss: -0.3149066 MI_loss: 19.378517 Detection error: 0.01792013645172119 time: 0:18:53.751400
- B/E: 137 / 8 , Gen_loss: -0.31407067 MI_loss: 19.341307 Detection error: 0.017914414405822754 time: 0:18:54.617115
- B/E: 138 / 8 , Gen_loss: -0.31661433 MI_loss: 19.563538 Detection error: 0.017913222312927246 time: 0:18:55.470047
- B/E: 139 / 8 , Gen_loss: -0.30930382 MI_loss: 18.943909 Detection error: 0.017917215824127197 time: 0:18:56.324494
- B/E: 140 / 8 , Gen_loss: -0.3179072 MI_loss: 19.630947 Detection error: 0.017910897731781006 time: 0:18:57.174435
- B/E: 141 / 8 , Gen_loss: -0.31544197 MI_loss: 19.316072 Detection error: 0.017901599407196045 time: 0:18:58.025499
- B/E: 142 / 8 , Gen_loss: -0.3147272 MI_loss: 19.407295 Detection error: 0.017895996570587158 time: 0:18:58.880997
- B/E: 143 / 8 , Gen_loss: -0.31917474 MI_loss: 19.74452 Detection error: 0.017907142639160156 time: 0:18:59.811830
- B/E: 144 / 8 , Gen_loss: -0.31839964 MI_loss: 19.642601 Detection error: 0.017907559871673584 time: 0:19:00.663562
- B/E: 145 / 8 , Gen_loss: -0.29999048 MI_loss: 18.527777 Detection error: 0.01790708303451538 time: 0:19:01.517081
- B/E: 146 / 8 , Gen_loss: -0.3159408 MI_loss: 19.379198 Detection error: 0.017907321453094482 time: 0:19:02.370162
- B/E: 147 / 8 , Gen_loss: -0.3197208 MI_loss: 19.617344 Detection error: 0.01789909601211548 time: 0:19:03.250325
- B/E: 148 / 8 , Gen_loss: -0.31500196 MI_loss: 19.420301 Detection error: 0.017897427082061768 time: 0:19:04.116872
- B/E: 149 / 8 , Gen_loss: -0.31988242 MI_loss: 19.650219 Detection error: 0.017897307872772217 time: 0:19:04.976282
-
- Test Loss: 14.440868 Test Error: 0.01735001802444458
- -----
- EPOCH: 9
- B/E: 0 / 9 , Gen_loss: -0.3107148 MI_loss: 19.094828 Detection error: 0.019218742847442627 time: 0:19:06.927087
- B/E: 1 / 9 , Gen_loss: -0.16364865 MI_loss: 11.813683 Detection error: 0.026156246662139893 time: 0:19:09.547460
- B/E: 2 / 9 , Gen_loss: -0.2735814 MI_loss: 16.45469 Detection error: 0.02298957109451294 time: 0:19:10.421618
- B/E: 3 / 9 , Gen_loss: -0.26702458 MI_loss: 16.508997 Detection error: 0.02264845371246338 time: 0:19:11.290999
- B/E: 4 / 9 , Gen_loss: -0.26027054 MI_loss: 16.518204 Detection error: 0.022587478160858154 time: 0:19:12.152909
- B/E: 5 / 9 , Gen_loss: -0.26809856 MI_loss: 17.133406 Detection error: 0.0221979022026062 time: 0:19:13.093909
- B/E: 6 / 9 , Gen_loss: -0.2531205 MI_loss: 15.8720255 Detection error: 0.021522343158721924 time: 0:19:13.966587
- B/E: 7 / 9 , Gen_loss: -0.25933883 MI_loss: 16.382753 Detection error: 0.021207034587860107 time: 0:19:14.821576
- B/E: 8 / 9 , Gen_loss: -0.2579301 MI_loss: 16.067314 Detection error: 0.020829856395721436 time: 0:19:15.673280
- B/E: 9 / 9 , Gen_loss: -0.28609446 MI_loss: 17.829084 Detection error: 0.020559370517730713 time: 0:19:16.528118
- B/E: 10 / 9 , Gen_loss: -0.2833172 MI_loss: 17.505648 Detection error: 0.02027273178100586 time: 0:19:17.379353
- B/E: 11 / 9 , Gen_loss: -0.2864757 MI_loss: 17.661266 Detection error: 0.020138025283813477 time: 0:19:18.234046
- B/E: 12 / 9 , Gen_loss: -0.29495242 MI_loss: 18.091888 Detection error: 0.020062506198883057 time: 0:19:19.089884
- B/E: 13 / 9 , Gen_loss: -0.28604907 MI_loss: 17.476505 Detection error: 0.019765615463256836 time: 0:19:19.969053
- B/E: 14 / 9 , Gen_loss: -0.29768476 MI_loss: 18.281681 Detection error: 0.019675016403198242 time: 0:19:20.820624
- B/E: 15 / 9 , Gen_loss: -0.29701623 MI_loss: 18.19923 Detection error: 0.019533216953277588 time: 0:19:21.670855
- B/E: 16 / 9 , Gen_loss: -0.3036637 MI_loss: 18.527445 Detection error: 0.019358456134796143 time: 0:19:22.526318
- B/E: 17 / 9 , Gen_loss: -0.29404965 MI_loss: 18.075287 Detection error: 0.019185781478881836 time: 0:19:23.377154
- B/E: 18 / 9 , Gen_loss: -0.30436316 MI_loss: 18.579218 Detection error: 0.01900327205657959 time: 0:19:24.231660
- B/E: 19 / 9 , Gen_loss: -0.3021116 MI_loss: 18.589731 Detection error: 0.018925011157989502 time: 0:19:25.085759
- B/E: 20 / 9 , Gen_loss: -0.30194294 MI_loss: 18.536339 Detection error: 0.0188482403755188 time: 0:19:26.044208
- B/E: 21 / 9 , Gen_loss: -0.3076386 MI_loss: 18.948273 Detection error: 0.018828153610229492 time: 0:19:26.901478
- B/E: 22 / 9 , Gen_loss: -0.31473026 MI_loss: 19.28044 Detection error: 0.01877039670944214 time: 0:19:27.757801
- B/E: 23 / 9 , Gen_loss: -0.31868544 MI_loss: 19.510086 Detection error: 0.01865363121032715 time: 0:19:28.614153
- B/E: 24 / 9 , Gen_loss: -0.31301174 MI_loss: 19.175156 Detection error: 0.018626272678375244 time: 0:19:29.469152
- B/E: 25 / 9 , Gen_loss: -0.31019798 MI_loss: 19.054832 Detection error: 0.018590152263641357 time: 0:19:30.325983
- B/E: 26 / 9 , Gen_loss: -0.30876464 MI_loss: 19.14967 Detection error: 0.01857292652130127 time: 0:19:31.181412
- B/E: 27 / 9 , Gen_loss: -0.30646223 MI_loss: 19.068974 Detection error: 0.01854240894317627 time: 0:19:32.035242
- B/E: 28 / 9 , Gen_loss: -0.32290486 MI_loss: 19.814169 Detection error: 0.018503248691558838 time: 0:19:32.910848
- B/E: 29 / 9 , Gen_loss: -0.30441788 MI_loss: 18.524435 Detection error: 0.018486440181732178 time: 0:19:33.766075
- B/E: 30 / 9 , Gen_loss: -0.31399122 MI_loss: 19.265465 Detection error: 0.018438518047332764 time: 0:19:34.617098
- B/E: 31 / 9 , Gen_loss: -0.3207639 MI_loss: 19.659048 Detection error: 0.018373072147369385 time: 0:19:35.468114
- B/E: 32 / 9 , Gen_loss: -0.31884062 MI_loss: 19.572784 Detection error: 0.01834183931350708 time: 0:19:36.248914
- B/E: 33 / 9 , Gen_loss: -0.30752397 MI_loss: 18.914911 Detection error: 0.018276631832122803 time: 0:19:37.000859
- B/E: 34 / 9 , Gen_loss: -0.3080748 MI_loss: 19.093317 Detection error: 0.018261611461639404 time: 0:19:37.752472
- B/E: 35 / 9 , Gen_loss: -0.31746107 MI_loss: 19.54448 Detection error: 0.018186628818511963 time: 0:19:38.499229
- B/E: 36 / 9 , Gen_loss: -0.3135036 MI_loss: 19.347178 Detection error: 0.018144428730010986 time: 0:19:39.331676
- B/E: 37 / 9 , Gen_loss: -0.31299827 MI_loss: 19.235619 Detection error: 0.018109381198883057 time: 0:19:40.077926
- B/E: 38 / 9 , Gen_loss: -0.31371614 MI_loss: 19.303284 Detection error: 0.018088936805725098 time: 0:19:40.823443
- B/E: 39 / 9 , Gen_loss: -0.3091767 MI_loss: 18.854685 Detection error: 0.01804375648498535 time: 0:19:41.572033
- B/E: 40 / 9 , Gen_loss: -0.31549376 MI_loss: 19.542444 Detection error: 0.018008410930633545 time: 0:19:42.317783
- B/E: 41 / 9 , Gen_loss: -0.31124395 MI_loss: 19.205868 Detection error: 0.017986595630645752 time: 0:19:43.091702
- B/E: 42 / 9 , Gen_loss: -0.31414708 MI_loss: 19.380505 Detection error: 0.017961502075195312 time: 0:19:43.839573
- B/E: 43 / 9 , Gen_loss: -0.3161351 MI_loss: 19.427698 Detection error: 0.017961621284484863 time: 0:19:44.590605
- B/E: 44 / 9 , Gen_loss: -0.31261793 MI_loss: 19.13805 Detection error: 0.017930567264556885 time: 0:19:45.445494
- B/E: 45 / 9 , Gen_loss: -0.31421447 MI_loss: 19.384083 Detection error: 0.017940223217010498 time: 0:19:46.252448
- B/E: 46 / 9 , Gen_loss: -0.3151232 MI_loss: 19.47111 Detection error: 0.01792287826538086 time: 0:19:47.047744
- B/E: 47 / 9 , Gen_loss: -0.31786323 MI_loss: 19.589201 Detection error: 0.01790231466293335 time: 0:19:47.902492
- B/E: 48 / 9 , Gen_loss: -0.31539682 MI_loss: 19.39227 Detection error: 0.01790308952331543 time: 0:19:48.707756
- B/E: 49 / 9 , Gen_loss: -0.32118583 MI_loss: 19.872276 Detection error: 0.01791560649871826 time: 0:19:49.472587
- B/E: 50 / 9 , Gen_loss: -0.31202042 MI_loss: 19.253092 Detection error: 0.01791667938232422 time: 0:19:50.317250
- B/E: 51 / 9 , Gen_loss: -0.31882748 MI_loss: 19.719265 Detection error: 0.017911672592163086 time: 0:19:51.167564
- B/E: 52 / 9 , Gen_loss: -0.31900164 MI_loss: 19.562689 Detection error: 0.017889738082885742 time: 0:19:52.117344
- B/E: 53 / 9 , Gen_loss: -0.31960937 MI_loss: 19.555817 Detection error: 0.017881929874420166 time: 0:19:52.969896
- B/E: 54 / 9 , Gen_loss: -0.31851208 MI_loss: 19.644321 Detection error: 0.017855703830718994 time: 0:19:53.841545
- B/E: 55 / 9 , Gen_loss: -0.32451963 MI_loss: 19.965572 Detection error: 0.017835378646850586 time: 0:19:54.695363
- B/E: 56 / 9 , Gen_loss: -0.31582028 MI_loss: 19.373089 Detection error: 0.017814695835113525 time: 0:19:55.547478
- B/E: 57 / 9 , Gen_loss: -0.3141527 MI_loss: 19.40139 Detection error: 0.01780223846435547 time: 0:19:56.412308
- B/E: 58 / 9 , Gen_loss: -0.3089627 MI_loss: 18.979603 Detection error: 0.01778388023376465 time: 0:19:57.264381
- B/E: 59 / 9 , Gen_loss: -0.31357932 MI_loss: 19.421337 Detection error: 0.01780104637145996 time: 0:19:58.082084
- B/E: 60 / 9 , Gen_loss: -0.31821185 MI_loss: 19.704105 Detection error: 0.01779252290725708 time: 0:19:58.935998
- B/E: 61 / 9 , Gen_loss: -0.31859714 MI_loss: 19.57688 Detection error: 0.01776665449142456 time: 0:19:59.813249
- B/E: 62 / 9 , Gen_loss: -0.31168792 MI_loss: 19.18801 Detection error: 0.017786681652069092 time: 0:20:00.678080
- B/E: 63 / 9 , Gen_loss: -0.3160637 MI_loss: 19.478992 Detection error: 0.017771005630493164 time: 0:20:01.532417
- B/E: 64 / 9 , Gen_loss: -0.32051542 MI_loss: 19.718136 Detection error: 0.01777738332748413 time: 0:20:02.389323
- B/E: 65 / 9 , Gen_loss: -0.31941122 MI_loss: 19.727615 Detection error: 0.017757117748260498 time: 0:20:03.244920
- B/E: 66 / 9 , Gen_loss: -0.3280317 MI_loss: 20.19911 Detection error: 0.0177537202835083 time: 0:20:04.098792
- B/E: 67 / 9 , Gen_loss: -0.32247084 MI_loss: 19.657122 Detection error: 0.017732083797454834 time: 0:20:04.975345
- B/E: 68 / 9 , Gen_loss: -0.31454396 MI_loss: 19.50486 Detection error: 0.017718732357025146 time: 0:20:05.911306
- B/E: 69 / 9 , Gen_loss: -0.3166407 MI_loss: 19.431862 Detection error: 0.017712056636810303 time: 0:20:06.765345
- B/E: 70 / 9 , Gen_loss: -0.33259955 MI_loss: 20.530453 Detection error: 0.017709970474243164 time: 0:20:07.618433
- B/E: 71 / 9 , Gen_loss: -0.321335 MI_loss: 19.71439 Detection error: 0.01768314838409424 time: 0:20:08.470041
- B/E: 72 / 9 , Gen_loss: -0.3165635 MI_loss: 19.565655 Detection error: 0.017687499523162842 time: 0:20:09.327989
- B/E: 73 / 9 , Gen_loss: -0.3218108 MI_loss: 19.825397 Detection error: 0.017684102058410645 time: 0:20:10.182603
- B/E: 74 / 9 , Gen_loss: -0.31738397 MI_loss: 19.504875 Detection error: 0.017673730850219727 time: 0:20:11.037706
- B/E: 75 / 9 , Gen_loss: -0.32052308 MI_loss: 19.740545 Detection error: 0.017652571201324463 time: 0:20:11.891457
- B/E: 76 / 9 , Gen_loss: -0.32138926 MI_loss: 19.773928 Detection error: 0.017648518085479736 time: 0:20:12.744054
- B/E: 77 / 9 , Gen_loss: -0.31327635 MI_loss: 19.3979 Detection error: 0.017653048038482666 time: 0:20:13.602347
- B/E: 78 / 9 , Gen_loss: -0.32614115 MI_loss: 20.079527 Detection error: 0.017651081085205078 time: 0:20:14.457991
- B/E: 79 / 9 , Gen_loss: -0.3058386 MI_loss: 18.829449 Detection error: 0.017640233039855957 time: 0:20:15.313392
- B/E: 80 / 9 , Gen_loss: -0.32138827 MI_loss: 19.951721 Detection error: 0.017649292945861816 time: 0:20:16.169601
- B/E: 81 / 9 , Gen_loss: -0.31282893 MI_loss: 19.011215 Detection error: 0.017628073692321777 time: 0:20:16.987503
- B/E: 82 / 9 , Gen_loss: -0.31768414 MI_loss: 19.644064 Detection error: 0.017629146575927734 time: 0:20:17.742047
- B/E: 83 / 9 , Gen_loss: -0.31992757 MI_loss: 19.706398 Detection error: 0.017621278762817383 time: 0:20:18.498106
- B/E: 84 / 9 , Gen_loss: -0.30886844 MI_loss: 19.149342 Detection error: 0.017613232135772705 time: 0:20:19.428170
- B/E: 85 / 9 , Gen_loss: -0.3217415 MI_loss: 19.641405 Detection error: 0.017585039138793945 time: 0:20:20.281250
- B/E: 86 / 9 , Gen_loss: -0.31883198 MI_loss: 19.56566 Detection error: 0.01759016513824463 time: 0:20:21.157455
- B/E: 87 / 9 , Gen_loss: -0.31722665 MI_loss: 19.364647 Detection error: 0.01756465435028076 time: 0:20:22.007729
- B/E: 88 / 9 , Gen_loss: -0.31489936 MI_loss: 19.348053 Detection error: 0.017550885677337646 time: 0:20:22.858856
- B/E: 89 / 9 , Gen_loss: -0.32123566 MI_loss: 19.77297 Detection error: 0.01755136251449585 time: 0:20:23.709352
- B/E: 90 / 9 , Gen_loss: -0.31924516 MI_loss: 19.598248 Detection error: 0.01753157377243042 time: 0:20:24.564940
- B/E: 91 / 9 , Gen_loss: -0.3212868 MI_loss: 19.769983 Detection error: 0.017529547214508057 time: 0:20:25.423205
- B/E: 92 / 9 , Gen_loss: -0.3037329 MI_loss: 18.729588 Detection error: 0.017519831657409668 time: 0:20:26.282191
- B/E: 93 / 9 , Gen_loss: -0.31468478 MI_loss: 19.42947 Detection error: 0.01751697063446045 time: 0:20:27.138982
- B/E: 94 / 9 , Gen_loss: -0.3142254 MI_loss: 19.462582 Detection error: 0.01753324270248413 time: 0:20:27.994332
- B/E: 95 / 9 , Gen_loss: -0.31938604 MI_loss: 19.70058 Detection error: 0.01753222942352295 time: 0:20:28.852777
- B/E: 96 / 9 , Gen_loss: -0.3146273 MI_loss: 19.429586 Detection error: 0.017523527145385742 time: 0:20:29.709631
- B/E: 97 / 9 , Gen_loss: -0.3120806 MI_loss: 19.183254 Detection error: 0.01751852035522461 time: 0:20:30.563106
- B/E: 98 / 9 , Gen_loss: -0.31607303 MI_loss: 19.34985 Detection error: 0.017508506774902344 time: 0:20:31.430393
- B/E: 99 / 9 , Gen_loss: -0.31969094 MI_loss: 19.655994 Detection error: 0.017501533031463623 time: 0:20:32.194011
- B/E: 100 / 9 , Gen_loss: -0.32468572 MI_loss: 20.014812 Detection error: 0.017510533332824707 time: 0:20:33.143898
- B/E: 101 / 9 , Gen_loss: -0.32527983 MI_loss: 19.972918 Detection error: 0.01750856637954712 time: 0:20:33.998786
- B/E: 102 / 9 , Gen_loss: -0.31799027 MI_loss: 19.614847 Detection error: 0.017508506774902344 time: 0:20:34.852275
- B/E: 103 / 9 , Gen_loss: -0.316545 MI_loss: 19.575407 Detection error: 0.017512917518615723 time: 0:20:35.707289
- B/E: 104 / 9 , Gen_loss: -0.31231403 MI_loss: 19.204988 Detection error: 0.01751011610031128 time: 0:20:36.556064
- B/E: 105 / 9 , Gen_loss: -0.31381026 MI_loss: 19.366667 Detection error: 0.01750415563583374 time: 0:20:37.408728
- B/E: 106 / 9 , Gen_loss: -0.32488984 MI_loss: 19.960701 Detection error: 0.017495334148406982 time: 0:20:38.192334
- B/E: 107 / 9 , Gen_loss: -0.32070747 MI_loss: 19.777113 Detection error: 0.017497122287750244 time: 0:20:39.037156
- B/E: 108 / 9 , Gen_loss: -0.31390166 MI_loss: 19.343878 Detection error: 0.017495155334472656 time: 0:20:39.889645
- B/E: 109 / 9 , Gen_loss: -0.31706372 MI_loss: 19.544895 Detection error: 0.01748889684677124 time: 0:20:40.718823
- B/E: 110 / 9 , Gen_loss: -0.318352 MI_loss: 19.434631 Detection error: 0.017469584941864014 time: 0:20:41.569959
- B/E: 111 / 9 , Gen_loss: -0.31649092 MI_loss: 19.446735 Detection error: 0.017458677291870117 time: 0:20:42.443723
- B/E: 112 / 9 , Gen_loss: -0.32576603 MI_loss: 19.967125 Detection error: 0.017449140548706055 time: 0:20:43.294732
- B/E: 113 / 9 , Gen_loss: -0.31948298 MI_loss: 19.711565 Detection error: 0.01744788885116577 time: 0:20:44.148534
- B/E: 114 / 9 , Gen_loss: -0.31728935 MI_loss: 19.452572 Detection error: 0.017436981201171875 time: 0:20:45.008707
- B/E: 115 / 9 , Gen_loss: -0.33009893 MI_loss: 20.211117 Detection error: 0.01742994785308838 time: 0:20:45.859306
- B/E: 116 / 9 , Gen_loss: -0.32727617 MI_loss: 20.19109 Detection error: 0.017424702644348145 time: 0:20:46.799170
- B/E: 117 / 9 , Gen_loss: -0.3156452 MI_loss: 19.622393 Detection error: 0.0174219012260437 time: 0:20:47.602626
- B/E: 118 / 9 , Gen_loss: -0.32629952 MI_loss: 19.972332 Detection error: 0.017412543296813965 time: 0:20:48.366398
- B/E: 119 / 9 , Gen_loss: -0.31354526 MI_loss: 19.310785 Detection error: 0.017411470413208008 time: 0:20:49.235118
- B/E: 120 / 9 , Gen_loss: -0.32322803 MI_loss: 19.931826 Detection error: 0.017407000064849854 time: 0:20:50.090766
- B/E: 121 / 9 , Gen_loss: -0.32235065 MI_loss: 19.885792 Detection error: 0.017414212226867676 time: 0:20:50.943892
- B/E: 122 / 9 , Gen_loss: -0.31995705 MI_loss: 19.734888 Detection error: 0.01740241050720215 time: 0:20:51.798426
- B/E: 123 / 9 , Gen_loss: -0.32403478 MI_loss: 19.850378 Detection error: 0.017388105392456055 time: 0:20:52.673799
- B/E: 124 / 9 , Gen_loss: -0.3118337 MI_loss: 19.336802 Detection error: 0.01739501953125 time: 0:20:53.465010
- B/E: 125 / 9 , Gen_loss: -0.32817015 MI_loss: 20.16341 Detection error: 0.01739656925201416 time: 0:20:54.215400
- B/E: 126 / 9 , Gen_loss: -0.31380394 MI_loss: 19.356035 Detection error: 0.01739788055419922 time: 0:20:55.058199
- B/E: 127 / 9 , Gen_loss: -0.308946 MI_loss: 18.994434 Detection error: 0.017386972904205322 time: 0:20:55.908150
- B/E: 128 / 9 , Gen_loss: -0.30824593 MI_loss: 18.971914 Detection error: 0.017387092113494873 time: 0:20:56.763952
- B/E: 129 / 9 , Gen_loss: -0.32310978 MI_loss: 19.947903 Detection error: 0.017396152019500732 time: 0:20:57.613811
- B/E: 130 / 9 , Gen_loss: -0.31467575 MI_loss: 19.411686 Detection error: 0.017392396926879883 time: 0:20:58.463886
- B/E: 131 / 9 , Gen_loss: -0.31074905 MI_loss: 19.118961 Detection error: 0.017389893531799316 time: 0:20:59.315103
- B/E: 132 / 9 , Gen_loss: -0.33380017 MI_loss: 20.400032 Detection error: 0.017383933067321777 time: 0:21:00.265312
- B/E: 133 / 9 , Gen_loss: -0.31853732 MI_loss: 19.76109 Detection error: 0.017399489879608154 time: 0:21:01.031581
- B/E: 134 / 9 , Gen_loss: -0.31951997 MI_loss: 19.729706 Detection error: 0.01740485429763794 time: 0:21:01.853988
- B/E: 135 / 9 , Gen_loss: -0.32472393 MI_loss: 19.89271 Detection error: 0.0173986554145813 time: 0:21:02.708281
- B/E: 136 / 9 , Gen_loss: -0.3234721 MI_loss: 19.742281 Detection error: 0.017402350902557373 time: 0:21:03.562678
- B/E: 137 / 9 , Gen_loss: -0.30736336 MI_loss: 18.962778 Detection error: 0.017403781414031982 time: 0:21:04.433860
- B/E: 138 / 9 , Gen_loss: -0.31913215 MI_loss: 19.569197 Detection error: 0.017407357692718506 time: 0:21:05.227917
- B/E: 139 / 9 , Gen_loss: -0.31886357 MI_loss: 19.667141 Detection error: 0.01740443706512451 time: 0:21:05.978955
- B/E: 140 / 9 , Gen_loss: -0.31263527 MI_loss: 19.235712 Detection error: 0.017394959926605225 time: 0:21:06.725632
- B/E: 141 / 9 , Gen_loss: -0.31406558 MI_loss: 19.359238 Detection error: 0.01738905906677246 time: 0:21:07.471367
- B/E: 142 / 9 , Gen_loss: -0.319287 MI_loss: 19.589413 Detection error: 0.017384827136993408 time: 0:21:08.220965
- B/E: 143 / 9 , Gen_loss: -0.3150491 MI_loss: 19.45593 Detection error: 0.01739060878753662 time: 0:21:09.003312
- B/E: 144 / 9 , Gen_loss: -0.3242346 MI_loss: 19.846762 Detection error: 0.017390072345733643 time: 0:21:09.789172
- B/E: 145 / 9 , Gen_loss: -0.32233882 MI_loss: 19.700218 Detection error: 0.01738506555557251 time: 0:21:10.629107
- B/E: 146 / 9 , Gen_loss: -0.31097838 MI_loss: 19.154276 Detection error: 0.017383277416229248 time: 0:21:11.482455
- B/E: 147 / 9 , Gen_loss: -0.33137545 MI_loss: 20.323421 Detection error: 0.01737731695175171 time: 0:21:12.385108
- B/E: 148 / 9 , Gen_loss: -0.32232738 MI_loss: 19.793385 Detection error: 0.017373085021972656 time: 0:21:13.325800
- B/E: 149 / 9 , Gen_loss: -0.31473243 MI_loss: 19.363201 Detection error: 0.017374396324157715 time: 0:21:14.181083
-
- Test Loss: 14.205323 Test Error: 0.01639169454574585
- -----
- EPOCH: 10
- B/E: 0 / 10 , Gen_loss: -0.31222036 MI_loss: 19.242981 Detection error: 0.018156230449676514 time: 0:21:16.086898
- B/E: 1 / 10 , Gen_loss: -0.16048811 MI_loss: 10.80493 Detection error: 0.02446877956390381 time: 0:21:18.749245
- B/E: 2 / 10 , Gen_loss: -0.27164078 MI_loss: 16.684992 Detection error: 0.02184373140335083 time: 0:21:19.621479
- B/E: 3 / 10 , Gen_loss: -0.26565954 MI_loss: 16.671398 Detection error: 0.02191406488418579 time: 0:21:20.481574
- B/E: 4 / 10 , Gen_loss: -0.25544372 MI_loss: 16.365082 Detection error: 0.02197498083114624 time: 0:21:21.334942
- B/E: 5 / 10 , Gen_loss: -0.258802 MI_loss: 16.330055 Detection error: 0.021119773387908936 time: 0:21:22.184496
- B/E: 6 / 10 , Gen_loss: -0.27746493 MI_loss: 17.253708 Detection error: 0.02054464817047119 time: 0:21:23.037756
- B/E: 7 / 10 , Gen_loss: -0.27137926 MI_loss: 16.84822 Detection error: 0.020398437976837158 time: 0:21:23.914670
- B/E: 8 / 10 , Gen_loss: -0.2667678 MI_loss: 16.625908 Detection error: 0.02014237642288208 time: 0:21:24.766428
- B/E: 9 / 10 , Gen_loss: -0.28387734 MI_loss: 17.50383 Detection error: 0.019806265830993652 time: 0:21:25.618197
- B/E: 10 / 10 , Gen_loss: -0.28233597 MI_loss: 17.478018 Detection error: 0.01964491605758667 time: 0:21:26.568368
- B/E: 11 / 10 , Gen_loss: -0.29974896 MI_loss: 18.39829 Detection error: 0.019442737102508545 time: 0:21:27.420502
- B/E: 12 / 10 , Gen_loss: -0.29805395 MI_loss: 18.191832 Detection error: 0.01921635866165161 time: 0:21:28.292718
- B/E: 13 / 10 , Gen_loss: -0.28668034 MI_loss: 17.640318 Detection error: 0.019002258777618408 time: 0:21:29.150832
- B/E: 14 / 10 , Gen_loss: -0.29284674 MI_loss: 17.93734 Detection error: 0.018852055072784424 time: 0:21:30.002382
- B/E: 15 / 10 , Gen_loss: -0.29516065 MI_loss: 18.14534 Detection error: 0.01870119571685791 time: 0:21:30.876815
- B/E: 16 / 10 , Gen_loss: -0.30578306 MI_loss: 18.723068 Detection error: 0.018590092658996582 time: 0:21:31.732958
- B/E: 17 / 10 , Gen_loss: -0.30997333 MI_loss: 18.944714 Detection error: 0.018444418907165527 time: 0:21:32.612976
- B/E: 18 / 10 , Gen_loss: -0.3048369 MI_loss: 18.763176 Detection error: 0.018299341201782227 time: 0:21:33.465229
- B/E: 19 / 10 , Gen_loss: -0.30248797 MI_loss: 18.605331 Detection error: 0.018251538276672363 time: 0:21:34.319551
- B/E: 20 / 10 , Gen_loss: -0.305153 MI_loss: 18.62334 Detection error: 0.018150269985198975 time: 0:21:35.174351
- B/E: 21 / 10 , Gen_loss: -0.31511593 MI_loss: 19.297108 Detection error: 0.018066763877868652 time: 0:21:36.033330
- B/E: 22 / 10 , Gen_loss: -0.3151465 MI_loss: 19.131315 Detection error: 0.01802307367324829 time: 0:21:36.886334
- B/E: 23 / 10 , Gen_loss: -0.32224372 MI_loss: 19.68392 Detection error: 0.017930984497070312 time: 0:21:37.742660
- B/E: 24 / 10 , Gen_loss: -0.3206642 MI_loss: 19.688902 Detection error: 0.01792001724243164 time: 0:21:38.597826
- B/E: 25 / 10 , Gen_loss: -0.31071162 MI_loss: 19.092203 Detection error: 0.0178678035736084 time: 0:21:39.535420
- B/E: 26 / 10 , Gen_loss: -0.3047163 MI_loss: 18.82536 Detection error: 0.017880797386169434 time: 0:21:40.392603
- B/E: 27 / 10 , Gen_loss: -0.3118019 MI_loss: 19.31994 Detection error: 0.01785045862197876 time: 0:21:41.248101
- B/E: 28 / 10 , Gen_loss: -0.32018527 MI_loss: 19.656164 Detection error: 0.017806053161621094 time: 0:21:42.101039
- B/E: 29 / 10 , Gen_loss: -0.3157082 MI_loss: 19.391277 Detection error: 0.017789602279663086 time: 0:21:42.956979
- B/E: 30 / 10 , Gen_loss: -0.310016 MI_loss: 19.134937 Detection error: 0.01773589849472046 time: 0:21:43.811813
- B/E: 31 / 10 , Gen_loss: -0.315914 MI_loss: 19.309732 Detection error: 0.017667949199676514 time: 0:21:44.666579
- B/E: 32 / 10 , Gen_loss: -0.31613943 MI_loss: 19.388363 Detection error: 0.01764392852783203 time: 0:21:45.519774
- B/E: 33 / 10 , Gen_loss: -0.31317982 MI_loss: 19.219603 Detection error: 0.01755976676940918 time: 0:21:46.374245
- B/E: 34 / 10 , Gen_loss: -0.32641166 MI_loss: 20.125492 Detection error: 0.017560720443725586 time: 0:21:47.234233
- B/E: 35 / 10 , Gen_loss: -0.3159649 MI_loss: 19.347788 Detection error: 0.01750171184539795 time: 0:21:48.091001
- B/E: 36 / 10 , Gen_loss: -0.32537434 MI_loss: 19.88039 Detection error: 0.017436683177947998 time: 0:21:48.943571
- B/E: 37 / 10 , Gen_loss: -0.32202056 MI_loss: 19.76263 Detection error: 0.01740211248397827 time: 0:21:49.795192
- B/E: 38 / 10 , Gen_loss: -0.3154803 MI_loss: 19.395554 Detection error: 0.017403066158294678 time: 0:21:50.651554
- B/E: 39 / 10 , Gen_loss: -0.30977955 MI_loss: 18.861418 Detection error: 0.01734060049057007 time: 0:21:51.507963
- B/E: 40 / 10 , Gen_loss: -0.32381788 MI_loss: 19.775877 Detection error: 0.0173109769821167 time: 0:21:52.360552
- B/E: 41 / 10 , Gen_loss: -0.3215428 MI_loss: 19.664528 Detection error: 0.01730060577392578 time: 0:21:53.302078
- B/E: 42 / 10 , Gen_loss: -0.31589782 MI_loss: 19.367874 Detection error: 0.017267465591430664 time: 0:21:54.157566
- B/E: 43 / 10 , Gen_loss: -0.32494408 MI_loss: 19.817003 Detection error: 0.017280519008636475 time: 0:21:54.940162
- B/E: 44 / 10 , Gen_loss: -0.3212341 MI_loss: 19.656193 Detection error: 0.017250001430511475 time: 0:21:55.684574
- B/E: 45 / 10 , Gen_loss: -0.32442886 MI_loss: 19.875628 Detection error: 0.017260193824768066 time: 0:21:56.432590
- B/E: 46 / 10 , Gen_loss: -0.32168823 MI_loss: 19.689379 Detection error: 0.01724332571029663 time: 0:21:57.184292
- B/E: 47 / 10 , Gen_loss: -0.31853312 MI_loss: 19.546772 Detection error: 0.017233073711395264 time: 0:21:58.030415
- B/E: 48 / 10 , Gen_loss: -0.31864488 MI_loss: 19.601198 Detection error: 0.017230212688446045 time: 0:21:58.908475
- B/E: 49 / 10 , Gen_loss: -0.31311223 MI_loss: 19.248043 Detection error: 0.017235636711120605 time: 0:21:59.764413
- B/E: 50 / 10 , Gen_loss: -0.32060418 MI_loss: 19.586414 Detection error: 0.017243266105651855 time: 0:22:00.616866
- B/E: 51 / 10 , Gen_loss: -0.31009808 MI_loss: 19.239365 Detection error: 0.017226576805114746 time: 0:22:01.472664
- B/E: 52 / 10 , Gen_loss: -0.32415405 MI_loss: 19.738102 Detection error: 0.01719045639038086 time: 0:22:02.265492
- B/E: 53 / 10 , Gen_loss: -0.31973195 MI_loss: 19.712568 Detection error: 0.017197906970977783 time: 0:22:03.053811
- B/E: 54 / 10 , Gen_loss: -0.3098911 MI_loss: 18.986465 Detection error: 0.017167627811431885 time: 0:22:03.922053
- B/E: 55 / 10 , Gen_loss: -0.32493213 MI_loss: 19.89296 Detection error: 0.01714843511581421 time: 0:22:04.704086
- B/E: 56 / 10 , Gen_loss: -0.32353452 MI_loss: 19.766933 Detection error: 0.017120063304901123 time: 0:22:05.539649
- B/E: 57 / 10 , Gen_loss: -0.31349713 MI_loss: 19.308964 Detection error: 0.017104506492614746 time: 0:22:06.420184
- B/E: 58 / 10 , Gen_loss: -0.31934232 MI_loss: 19.613726 Detection error: 0.017072021961212158 time: 0:22:07.178259
- B/E: 59 / 10 , Gen_loss: -0.3175606 MI_loss: 19.509048 Detection error: 0.01708698272705078 time: 0:22:07.924102
- B/E: 60 / 10 , Gen_loss: -0.31507507 MI_loss: 19.328611 Detection error: 0.01708400249481201 time: 0:22:08.681040
- B/E: 61 / 10 , Gen_loss: -0.31794307 MI_loss: 19.681686 Detection error: 0.017071068286895752 time: 0:22:09.426414
- B/E: 62 / 10 , Gen_loss: -0.31752846 MI_loss: 19.417042 Detection error: 0.01707291603088379 time: 0:22:10.280414
- B/E: 63 / 10 , Gen_loss: -0.31721413 MI_loss: 19.54139 Detection error: 0.017072737216949463 time: 0:22:11.136953
- B/E: 64 / 10 , Gen_loss: -0.31774688 MI_loss: 19.581924 Detection error: 0.01707214117050171 time: 0:22:11.991436
- B/E: 65 / 10 , Gen_loss: -0.32170737 MI_loss: 19.778927 Detection error: 0.0170629620552063 time: 0:22:12.810983
- B/E: 66 / 10 , Gen_loss: -0.3290916 MI_loss: 20.180103 Detection error: 0.017055511474609375 time: 0:22:13.557938
- B/E: 67 / 10 , Gen_loss: -0.33170727 MI_loss: 20.271112 Detection error: 0.01702892780303955 time: 0:22:14.304689
- B/E: 68 / 10 , Gen_loss: -0.32676634 MI_loss: 20.096378 Detection error: 0.017014026641845703 time: 0:22:15.065105
- B/E: 69 / 10 , Gen_loss: -0.32859242 MI_loss: 20.131245 Detection error: 0.017012476921081543 time: 0:22:15.926684
- B/E: 70 / 10 , Gen_loss: -0.32372034 MI_loss: 19.814487 Detection error: 0.01699650287628174 time: 0:22:16.781148
- B/E: 71 / 10 , Gen_loss: -0.31536266 MI_loss: 19.317188 Detection error: 0.01697784662246704 time: 0:22:17.655519
- B/E: 72 / 10 , Gen_loss: -0.32903597 MI_loss: 20.142082 Detection error: 0.01697176694869995 time: 0:22:18.455580
- B/E: 73 / 10 , Gen_loss: -0.32500616 MI_loss: 20.042866 Detection error: 0.016978442668914795 time: 0:22:19.408184
- B/E: 74 / 10 , Gen_loss: -0.32793304 MI_loss: 20.082699 Detection error: 0.016977906227111816 time: 0:22:20.260943
- B/E: 75 / 10 , Gen_loss: -0.32192266 MI_loss: 19.848413 Detection error: 0.01696258783340454 time: 0:22:21.113836
- B/E: 76 / 10 , Gen_loss: -0.30643934 MI_loss: 18.902916 Detection error: 0.01696145534515381 time: 0:22:21.968836
- B/E: 77 / 10 , Gen_loss: -0.3236572 MI_loss: 19.889784 Detection error: 0.016959965229034424 time: 0:22:22.827362
- B/E: 78 / 10 , Gen_loss: -0.32520917 MI_loss: 19.93603 Detection error: 0.01695805788040161 time: 0:22:23.641847
- B/E: 79 / 10 , Gen_loss: -0.32468322 MI_loss: 19.897562 Detection error: 0.016949236392974854 time: 0:22:24.388503
- B/E: 80 / 10 , Gen_loss: -0.32305428 MI_loss: 19.828934 Detection error: 0.01695483922958374 time: 0:22:25.138615
- B/E: 81 / 10 , Gen_loss: -0.32515883 MI_loss: 19.821955 Detection error: 0.016936004161834717 time: 0:22:25.886714
- B/E: 82 / 10 , Gen_loss: -0.3191863 MI_loss: 19.531944 Detection error: 0.016930699348449707 time: 0:22:26.755972
- B/E: 83 / 10 , Gen_loss: -0.31821814 MI_loss: 19.45839 Detection error: 0.01692521572113037 time: 0:22:27.631014
- B/E: 84 / 10 , Gen_loss: -0.312457 MI_loss: 19.254187 Detection error: 0.016905903816223145 time: 0:22:28.482877
- B/E: 85 / 10 , Gen_loss: -0.32068345 MI_loss: 19.72395 Detection error: 0.016888439655303955 time: 0:22:29.360394
- B/E: 86 / 10 , Gen_loss: -0.31955716 MI_loss: 19.532818 Detection error: 0.0168839693069458 time: 0:22:30.234853
- B/E: 87 / 10 , Gen_loss: -0.32633004 MI_loss: 20.006533 Detection error: 0.016862213611602783 time: 0:22:31.089322
- B/E: 88 / 10 , Gen_loss: -0.31439286 MI_loss: 19.276413 Detection error: 0.016840219497680664 time: 0:22:31.940716
- B/E: 89 / 10 , Gen_loss: -0.3135328 MI_loss: 19.38222 Detection error: 0.01684129238128662 time: 0:22:32.892652
- B/E: 90 / 10 , Gen_loss: -0.32055497 MI_loss: 19.619896 Detection error: 0.01682591438293457 time: 0:22:33.769341
- B/E: 91 / 10 , Gen_loss: -0.3157024 MI_loss: 19.428322 Detection error: 0.016830503940582275 time: 0:22:34.624714
- B/E: 92 / 10 , Gen_loss: -0.3134668 MI_loss: 19.223024 Detection error: 0.01682591438293457 time: 0:22:35.476581
- B/E: 93 / 10 , Gen_loss: -0.31329846 MI_loss: 19.39103 Detection error: 0.016816139221191406 time: 0:22:36.327217
- B/E: 94 / 10 , Gen_loss: -0.3186159 MI_loss: 19.653444 Detection error: 0.016826629638671875 time: 0:22:37.179774
- B/E: 95 / 10 , Gen_loss: -0.3132888 MI_loss: 19.262974 Detection error: 0.0168229341506958 time: 0:22:38.032321
- B/E: 96 / 10 , Gen_loss: -0.32908094 MI_loss: 20.135662 Detection error: 0.01680701971054077 time: 0:22:38.888110
- B/E: 97 / 10 , Gen_loss: -0.31725484 MI_loss: 19.49408 Detection error: 0.016804873943328857 time: 0:22:39.742126
- B/E: 98 / 10 , Gen_loss: -0.3215799 MI_loss: 19.622913 Detection error: 0.016798317432403564 time: 0:22:40.595859
- B/E: 99 / 10 , Gen_loss: -0.33034453 MI_loss: 20.12936 Detection error: 0.016792476177215576 time: 0:22:41.448854
- B/E: 100 / 10 , Gen_loss: -0.3274315 MI_loss: 20.246761 Detection error: 0.01679825782775879 time: 0:22:42.287225
- B/E: 101 / 10 , Gen_loss: -0.3189961 MI_loss: 19.639942 Detection error: 0.01678985357284546 time: 0:22:43.044348
- B/E: 102 / 10 , Gen_loss: -0.32432973 MI_loss: 20.04903 Detection error: 0.01679062843322754 time: 0:22:43.889735
- B/E: 103 / 10 , Gen_loss: -0.32176986 MI_loss: 19.72256 Detection error: 0.016780376434326172 time: 0:22:44.742532
- B/E: 104 / 10 , Gen_loss: -0.31150502 MI_loss: 19.207867 Detection error: 0.01678335666656494 time: 0:22:45.595136
- B/E: 105 / 10 , Gen_loss: -0.3192072 MI_loss: 19.635208 Detection error: 0.016768574714660645 time: 0:22:46.532516
- B/E: 106 / 10 , Gen_loss: -0.31896245 MI_loss: 19.619703 Detection error: 0.016773343086242676 time: 0:22:47.328542
- B/E: 107 / 10 , Gen_loss: -0.33028644 MI_loss: 20.278252 Detection error: 0.01676332950592041 time: 0:22:48.193580
- B/E: 108 / 10 , Gen_loss: -0.3242458 MI_loss: 19.85546 Detection error: 0.016764342784881592 time: 0:22:49.045950
- B/E: 109 / 10 , Gen_loss: -0.31824914 MI_loss: 19.56525 Detection error: 0.016759634017944336 time: 0:22:49.901106
- B/E: 110 / 10 , Gen_loss: -0.31836867 MI_loss: 19.586533 Detection error: 0.016737639904022217 time: 0:22:50.754071
- B/E: 111 / 10 , Gen_loss: -0.32344362 MI_loss: 19.866879 Detection error: 0.016733229160308838 time: 0:22:51.610546
- B/E: 112 / 10 , Gen_loss: -0.3258274 MI_loss: 19.931675 Detection error: 0.016728699207305908 time: 0:22:52.461356
- B/E: 113 / 10 , Gen_loss: -0.3237793 MI_loss: 19.888744 Detection error: 0.01671600341796875 time: 0:22:53.314041
- B/E: 114 / 10 , Gen_loss: -0.31632763 MI_loss: 19.51616 Detection error: 0.01671469211578369 time: 0:22:54.171405
- B/E: 115 / 10 , Gen_loss: -0.31946045 MI_loss: 19.526554 Detection error: 0.01670098304748535 time: 0:22:55.026841
- B/E: 116 / 10 , Gen_loss: -0.32055703 MI_loss: 19.696835 Detection error: 0.016694188117980957 time: 0:22:55.880762
- B/E: 117 / 10 , Gen_loss: -0.3138726 MI_loss: 19.370392 Detection error: 0.0166967511177063 time: 0:22:56.737485
- B/E: 118 / 10 , Gen_loss: -0.32800737 MI_loss: 20.064817 Detection error: 0.01668095588684082 time: 0:22:57.605763
- B/E: 119 / 10 , Gen_loss: -0.32063246 MI_loss: 19.707306 Detection error: 0.01667994260787964 time: 0:22:58.458315
- B/E: 120 / 10 , Gen_loss: -0.3211956 MI_loss: 19.826647 Detection error: 0.016674339771270752 time: 0:22:59.310085
- B/E: 121 / 10 , Gen_loss: -0.32216534 MI_loss: 19.74886 Detection error: 0.016675710678100586 time: 0:23:00.252112
- B/E: 122 / 10 , Gen_loss: -0.32263508 MI_loss: 19.867193 Detection error: 0.016660332679748535 time: 0:23:01.104936
- B/E: 123 / 10 , Gen_loss: -0.31997225 MI_loss: 19.583828 Detection error: 0.016647696495056152 time: 0:23:01.978942
- B/E: 124 / 10 , Gen_loss: -0.32046646 MI_loss: 19.749264 Detection error: 0.01664876937866211 time: 0:23:02.833664
- B/E: 125 / 10 , Gen_loss: -0.32535538 MI_loss: 19.9029 Detection error: 0.01665031909942627 time: 0:23:03.687444
- B/E: 126 / 10 , Gen_loss: -0.3237325 MI_loss: 20.03507 Detection error: 0.01664787530899048 time: 0:23:04.558871
- B/E: 127 / 10 , Gen_loss: -0.3156158 MI_loss: 19.417263 Detection error: 0.01664501428604126 time: 0:23:05.420803
- B/E: 128 / 10 , Gen_loss: -0.32599723 MI_loss: 20.07076 Detection error: 0.016637325286865234 time: 0:23:06.279131
- B/E: 129 / 10 , Gen_loss: -0.3118424 MI_loss: 19.31149 Detection error: 0.01664280891418457 time: 0:23:07.131419
- B/E: 130 / 10 , Gen_loss: -0.33289453 MI_loss: 20.39111 Detection error: 0.01663428544998169 time: 0:23:07.987149
- B/E: 131 / 10 , Gen_loss: -0.32066303 MI_loss: 19.725647 Detection error: 0.01663374900817871 time: 0:23:08.843948
- B/E: 132 / 10 , Gen_loss: -0.320036 MI_loss: 19.585121 Detection error: 0.016620516777038574 time: 0:23:09.702477
- B/E: 133 / 10 , Gen_loss: -0.32378098 MI_loss: 19.940311 Detection error: 0.016630351543426514 time: 0:23:10.559132
- B/E: 134 / 10 , Gen_loss: -0.3279781 MI_loss: 20.163582 Detection error: 0.016633808612823486 time: 0:23:11.412997
- B/E: 135 / 10 , Gen_loss: -0.32711568 MI_loss: 19.92674 Detection error: 0.016623616218566895 time: 0:23:12.269020
- B/E: 136 / 10 , Gen_loss: -0.31793576 MI_loss: 19.45444 Detection error: 0.01662522554397583 time: 0:23:13.139200
- B/E: 137 / 10 , Gen_loss: -0.32936367 MI_loss: 20.164864 Detection error: 0.01662135124206543 time: 0:23:14.093514
- B/E: 138 / 10 , Gen_loss: -0.32594058 MI_loss: 20.106195 Detection error: 0.016622066497802734 time: 0:23:14.945517
- B/E: 139 / 10 , Gen_loss: -0.33485943 MI_loss: 20.49754 Detection error: 0.016620755195617676 time: 0:23:15.797048
- B/E: 140 / 10 , Gen_loss: -0.33352602 MI_loss: 20.337719 Detection error: 0.01661127805709839 time: 0:23:16.652408
- B/E: 141 / 10 , Gen_loss: -0.31638172 MI_loss: 19.39598 Detection error: 0.01660829782485962 time: 0:23:17.506570
- B/E: 142 / 10 , Gen_loss: -0.32723677 MI_loss: 19.883707 Detection error: 0.016595304012298584 time: 0:23:18.357320
- B/E: 143 / 10 , Gen_loss: -0.32200855 MI_loss: 19.862228 Detection error: 0.016598761081695557 time: 0:23:19.208554
- B/E: 144 / 10 , Gen_loss: -0.32734084 MI_loss: 19.958027 Detection error: 0.016597390174865723 time: 0:23:20.060312
- B/E: 145 / 10 , Gen_loss: -0.32479593 MI_loss: 19.86187 Detection error: 0.016593992710113525 time: 0:23:20.914378
- B/E: 146 / 10 , Gen_loss: -0.31011134 MI_loss: 18.900162 Detection error: 0.01659715175628662 time: 0:23:21.773035
- B/E: 147 / 10 , Gen_loss: -0.32547647 MI_loss: 19.838535 Detection error: 0.016588449478149414 time: 0:23:22.624570
- B/E: 148 / 10 , Gen_loss: -0.32444924 MI_loss: 19.942188 Detection error: 0.016581356525421143 time: 0:23:23.477659
- B/E: 149 / 10 , Gen_loss: -0.3208427 MI_loss: 19.764843 Detection error: 0.016580402851104736 time: 0:23:24.328109
-
- Test Loss: 14.236841 Test Error: 0.015541672706604004
- -----
- EPOCH: 11
- B/E: 0 / 11 , Gen_loss: -0.30711424 MI_loss: 18.879875 Detection error: 0.016968727111816406 time: 0:23:26.279558
- B/E: 1 / 11 , Gen_loss: -0.20162538 MI_loss: 13.489323 Detection error: 0.0227968692779541 time: 0:23:29.164932
- B/E: 2 / 11 , Gen_loss: -0.3015955 MI_loss: 18.61716 Detection error: 0.02007293701171875 time: 0:23:30.115339
- B/E: 3 / 11 , Gen_loss: -0.25717464 MI_loss: 16.140938 Detection error: 0.020109355449676514 time: 0:23:30.967807
- B/E: 4 / 11 , Gen_loss: -0.2629666 MI_loss: 16.645859 Detection error: 0.02009373903274536 time: 0:23:31.822758
- B/E: 5 / 11 , Gen_loss: -0.27819547 MI_loss: 17.379663 Detection error: 0.01953643560409546 time: 0:23:32.696666
- B/E: 6 / 11 , Gen_loss: -0.28531784 MI_loss: 17.830116 Detection error: 0.019084811210632324 time: 0:23:33.555061
- B/E: 7 / 11 , Gen_loss: -0.28412047 MI_loss: 17.771978 Detection error: 0.01885157823562622 time: 0:23:34.406386
- B/E: 8 / 11 , Gen_loss: -0.2804644 MI_loss: 17.423615 Detection error: 0.018559038639068604 time: 0:23:35.257161
- B/E: 9 / 11 , Gen_loss: -0.28478926 MI_loss: 17.632399 Detection error: 0.018356263637542725 time: 0:23:36.108349
- B/E: 10 / 11 , Gen_loss: -0.29641086 MI_loss: 18.216171 Detection error: 0.018190324306488037 time: 0:23:36.962841
- B/E: 11 / 11 , Gen_loss: -0.29697013 MI_loss: 18.333475 Detection error: 0.01802605390548706 time: 0:23:37.814570
- B/E: 12 / 11 , Gen_loss: -0.31158617 MI_loss: 19.192402 Detection error: 0.01789182424545288 time: 0:23:38.668110
- B/E: 13 / 11 , Gen_loss: -0.31128407 MI_loss: 19.206821 Detection error: 0.01769644021987915 time: 0:23:39.523701
- B/E: 14 / 11 , Gen_loss: -0.31271 MI_loss: 19.04585 Detection error: 0.017552077770233154 time: 0:23:40.381212
- B/E: 15 / 11 , Gen_loss: -0.30816045 MI_loss: 18.85086 Detection error: 0.017429709434509277 time: 0:23:41.237713
- B/E: 16 / 11 , Gen_loss: -0.32102087 MI_loss: 19.622078 Detection error: 0.017341911792755127 time: 0:23:42.093041
- B/E: 17 / 11 , Gen_loss: -0.3040432 MI_loss: 18.73566 Detection error: 0.017215251922607422 time: 0:23:42.956628
- B/E: 18 / 11 , Gen_loss: -0.31862047 MI_loss: 19.534477 Detection error: 0.01708883047103882 time: 0:23:43.912877
- B/E: 19 / 11 , Gen_loss: -0.3113713 MI_loss: 19.181765 Detection error: 0.01701408624649048 time: 0:23:44.695917
- B/E: 20 / 11 , Gen_loss: -0.31351775 MI_loss: 19.160545 Detection error: 0.01695239543914795 time: 0:23:45.448054
- B/E: 21 / 11 , Gen_loss: -0.32231608 MI_loss: 19.779896 Detection error: 0.016974449157714844 time: 0:23:46.193648
- B/E: 22 / 11 , Gen_loss: -0.32180804 MI_loss: 19.6974 Detection error: 0.01692122220993042 time: 0:23:47.060009
- B/E: 23 / 11 , Gen_loss: -0.3143023 MI_loss: 19.16204 Detection error: 0.01682811975479126 time: 0:23:47.916322
- B/E: 24 / 11 , Gen_loss: -0.32274967 MI_loss: 19.7122 Detection error: 0.016820013523101807 time: 0:23:48.774093
- B/E: 25 / 11 , Gen_loss: -0.32159835 MI_loss: 19.75128 Detection error: 0.01677405834197998 time: 0:23:49.626284
- B/E: 26 / 11 , Gen_loss: -0.30925822 MI_loss: 19.125954 Detection error: 0.016778945922851562 time: 0:23:50.400056
- B/E: 27 / 11 , Gen_loss: -0.32706353 MI_loss: 20.21843 Detection error: 0.016754448413848877 time: 0:23:51.223976
- B/E: 28 / 11 , Gen_loss: -0.31847376 MI_loss: 19.519253 Detection error: 0.016737043857574463 time: 0:23:52.074390
- B/E: 29 / 11 , Gen_loss: -0.31646857 MI_loss: 19.476072 Detection error: 0.016710400581359863 time: 0:23:52.929990
- B/E: 30 / 11 , Gen_loss: -0.31674838 MI_loss: 19.501488 Detection error: 0.016647160053253174 time: 0:23:53.782051
- B/E: 31 / 11 , Gen_loss: -0.31527245 MI_loss: 19.258854 Detection error: 0.016576170921325684 time: 0:23:54.743791
- B/E: 32 / 11 , Gen_loss: -0.31504136 MI_loss: 19.281887 Detection error: 0.016570091247558594 time: 0:23:55.562500
- B/E: 33 / 11 , Gen_loss: -0.3159698 MI_loss: 19.269974 Detection error: 0.016530334949493408 time: 0:23:56.324657
- B/E: 34 / 11 , Gen_loss: -0.30929476 MI_loss: 19.081802 Detection error: 0.016497313976287842 time: 0:23:57.073715
- B/E: 35 / 11 , Gen_loss: -0.3208843 MI_loss: 19.639088 Detection error: 0.01643836498260498 time: 0:23:57.888675
- B/E: 36 / 11 , Gen_loss: -0.33262977 MI_loss: 20.285534 Detection error: 0.016380906105041504 time: 0:23:58.761641
- B/E: 37 / 11 , Gen_loss: -0.3231794 MI_loss: 19.749844 Detection error: 0.016357719898223877 time: 0:23:59.613616
- B/E: 38 / 11 , Gen_loss: -0.32100156 MI_loss: 19.692404 Detection error: 0.01636219024658203 time: 0:24:00.489612
- B/E: 39 / 11 , Gen_loss: -0.32474583 MI_loss: 19.751842 Detection error: 0.016321897506713867 time: 0:24:01.286911
- B/E: 40 / 11 , Gen_loss: -0.33051717 MI_loss: 20.252531 Detection error: 0.016292691230773926 time: 0:24:02.031724
- B/E: 41 / 11 , Gen_loss: -0.31869498 MI_loss: 19.594593 Detection error: 0.016267120838165283 time: 0:24:02.845717
- B/E: 42 / 11 , Gen_loss: -0.32022998 MI_loss: 19.60059 Detection error: 0.01625293493270874 time: 0:24:03.701951
- B/E: 43 / 11 , Gen_loss: -0.3246942 MI_loss: 19.862265 Detection error: 0.016238629817962646 time: 0:24:04.580186
- B/E: 44 / 11 , Gen_loss: -0.32451734 MI_loss: 19.969784 Detection error: 0.016227781772613525 time: 0:24:05.435470
- B/E: 45 / 11 , Gen_loss: -0.31946188 MI_loss: 19.63881 Detection error: 0.016231000423431396 time: 0:24:06.296386
- B/E: 46 / 11 , Gen_loss: -0.31550744 MI_loss: 19.427376 Detection error: 0.01622670888900757 time: 0:24:07.152878
- B/E: 47 / 11 , Gen_loss: -0.32798833 MI_loss: 19.981457 Detection error: 0.01621222496032715 time: 0:24:08.046600
- B/E: 48 / 11 , Gen_loss: -0.32595944 MI_loss: 19.902954 Detection error: 0.016211092472076416 time: 0:24:09.008179
- B/E: 49 / 11 , Gen_loss: -0.3184001 MI_loss: 19.66068 Detection error: 0.01622748374938965 time: 0:24:09.863714
- B/E: 50 / 11 , Gen_loss: -0.31431115 MI_loss: 19.250332 Detection error: 0.01623833179473877 time: 0:24:10.720477
- B/E: 51 / 11 , Gen_loss: -0.32945585 MI_loss: 20.264296 Detection error: 0.016227781772613525 time: 0:24:11.578361
- B/E: 52 / 11 , Gen_loss: -0.3289519 MI_loss: 20.069483 Detection error: 0.01619809865951538 time: 0:24:12.439880
- B/E: 53 / 11 , Gen_loss: -0.32074136 MI_loss: 19.72715 Detection error: 0.016195595264434814 time: 0:24:13.295839
- B/E: 54 / 11 , Gen_loss: -0.32044572 MI_loss: 19.609915 Detection error: 0.01616191864013672 time: 0:24:14.153892
- B/E: 55 / 11 , Gen_loss: -0.3305293 MI_loss: 20.240612 Detection error: 0.01615011692047119 time: 0:24:14.975304
- B/E: 56 / 11 , Gen_loss: -0.3251973 MI_loss: 19.924417 Detection error: 0.016120612621307373 time: 0:24:15.818889
- B/E: 57 / 11 , Gen_loss: -0.3326016 MI_loss: 20.308308 Detection error: 0.016111016273498535 time: 0:24:16.672892
- B/E: 58 / 11 , Gen_loss: -0.32900256 MI_loss: 20.020687 Detection error: 0.016086339950561523 time: 0:24:17.525708
- B/E: 59 / 11 , Gen_loss: -0.32299995 MI_loss: 19.852247 Detection error: 0.016101539134979248 time: 0:24:18.382822
- B/E: 60 / 11 , Gen_loss: -0.33323112 MI_loss: 20.37964 Detection error: 0.016084015369415283 time: 0:24:19.239822
- B/E: 61 / 11 , Gen_loss: -0.32010257 MI_loss: 19.538624 Detection error: 0.016069531440734863 time: 0:24:20.098745
- B/E: 62 / 11 , Gen_loss: -0.32405478 MI_loss: 19.913208 Detection error: 0.016080379486083984 time: 0:24:20.953455
- B/E: 63 / 11 , Gen_loss: -0.32149544 MI_loss: 19.777277 Detection error: 0.016081571578979492 time: 0:24:21.887311
- B/E: 64 / 11 , Gen_loss: -0.3259493 MI_loss: 19.9604 Detection error: 0.016090869903564453 time: 0:24:22.743874
- B/E: 65 / 11 , Gen_loss: -0.33030692 MI_loss: 20.169165 Detection error: 0.016081929206848145 time: 0:24:23.603685
- B/E: 66 / 11 , Gen_loss: -0.33514538 MI_loss: 20.531775 Detection error: 0.016074180603027344 time: 0:24:24.457436
- B/E: 67 / 11 , Gen_loss: -0.32887626 MI_loss: 19.963238 Detection error: 0.016056537628173828 time: 0:24:25.310356
- B/E: 68 / 11 , Gen_loss: -0.323096 MI_loss: 19.77779 Detection error: 0.016042113304138184 time: 0:24:26.162985
- B/E: 69 / 11 , Gen_loss: -0.3288988 MI_loss: 20.089737 Detection error: 0.016044199466705322 time: 0:24:27.031885
- B/E: 70 / 11 , Gen_loss: -0.32663828 MI_loss: 20.012245 Detection error: 0.016026437282562256 time: 0:24:27.890485
- B/E: 71 / 11 , Gen_loss: -0.32294127 MI_loss: 19.701136 Detection error: 0.016009986400604248 time: 0:24:28.741541
- B/E: 72 / 11 , Gen_loss: -0.326318 MI_loss: 20.031055 Detection error: 0.01600515842437744 time: 0:24:29.592508
- B/E: 73 / 11 , Gen_loss: -0.32658905 MI_loss: 20.070787 Detection error: 0.016003787517547607 time: 0:24:30.444526
- B/E: 74 / 11 , Gen_loss: -0.32146204 MI_loss: 19.736095 Detection error: 0.015999972820281982 time: 0:24:31.319399
- B/E: 75 / 11 , Gen_loss: -0.32076916 MI_loss: 19.611126 Detection error: 0.015987694263458252 time: 0:24:32.069919
- B/E: 76 / 11 , Gen_loss: -0.32143 MI_loss: 19.773563 Detection error: 0.015984177589416504 time: 0:24:32.816832
- B/E: 77 / 11 , Gen_loss: -0.3151754 MI_loss: 19.216856 Detection error: 0.015983998775482178 time: 0:24:33.683487
- B/E: 78 / 11 , Gen_loss: -0.32539797 MI_loss: 19.917597 Detection error: 0.015978217124938965 time: 0:24:34.536396
- B/E: 79 / 11 , Gen_loss: -0.33063304 MI_loss: 20.274868 Detection error: 0.01596677303314209 time: 0:24:35.498278
- B/E: 80 / 11 , Gen_loss: -0.3216495 MI_loss: 19.755726 Detection error: 0.015972614288330078 time: 0:24:36.354593
- B/E: 81 / 11 , Gen_loss: -0.32414767 MI_loss: 19.692162 Detection error: 0.015954673290252686 time: 0:24:37.210551
- B/E: 82 / 11 , Gen_loss: -0.32898575 MI_loss: 20.05319 Detection error: 0.015953660011291504 time: 0:24:38.054049
- B/E: 83 / 11 , Gen_loss: -0.3264139 MI_loss: 19.916317 Detection error: 0.0159456729888916 time: 0:24:38.897656
- B/E: 84 / 11 , Gen_loss: -0.31471553 MI_loss: 19.421415 Detection error: 0.015939712524414062 time: 0:24:39.751499
- B/E: 85 / 11 , Gen_loss: -0.32530385 MI_loss: 19.811329 Detection error: 0.015914976596832275 time: 0:24:40.603691
- B/E: 86 / 11 , Gen_loss: -0.31868622 MI_loss: 19.499207 Detection error: 0.01591557264328003 time: 0:24:41.458052
- B/E: 87 / 11 , Gen_loss: -0.32689402 MI_loss: 19.912302 Detection error: 0.01589059829711914 time: 0:24:42.313190
- B/E: 88 / 11 , Gen_loss: -0.325796 MI_loss: 19.903976 Detection error: 0.01587533950805664 time: 0:24:43.170375
- B/E: 89 / 11 , Gen_loss: -0.32256117 MI_loss: 19.790255 Detection error: 0.01587432622909546 time: 0:24:44.031248
- B/E: 90 / 11 , Gen_loss: -0.3375214 MI_loss: 20.600538 Detection error: 0.01586329936981201 time: 0:24:44.889879
- B/E: 91 / 11 , Gen_loss: -0.3297569 MI_loss: 20.114386 Detection error: 0.015867888927459717 time: 0:24:45.743043
- B/E: 92 / 11 , Gen_loss: -0.31672034 MI_loss: 19.364414 Detection error: 0.015856504440307617 time: 0:24:46.595805
- B/E: 93 / 11 , Gen_loss: -0.32689688 MI_loss: 20.054317 Detection error: 0.015849411487579346 time: 0:24:47.453706
- B/E: 94 / 11 , Gen_loss: -0.32016033 MI_loss: 19.863407 Detection error: 0.01586085557937622 time: 0:24:48.312913
- B/E: 95 / 11 , Gen_loss: -0.31918037 MI_loss: 19.54717 Detection error: 0.0158577561378479 time: 0:24:49.267595
- B/E: 96 / 11 , Gen_loss: -0.3254336 MI_loss: 19.957073 Detection error: 0.01584792137145996 time: 0:24:50.125398
- B/E: 97 / 11 , Gen_loss: -0.3359681 MI_loss: 20.494675 Detection error: 0.015830039978027344 time: 0:24:50.981972
- B/E: 98 / 11 , Gen_loss: -0.3256922 MI_loss: 19.939041 Detection error: 0.015821337699890137 time: 0:24:51.859263
- B/E: 99 / 11 , Gen_loss: -0.33390307 MI_loss: 20.366184 Detection error: 0.01580721139907837 time: 0:24:52.710485
- B/E: 100 / 11 , Gen_loss: -0.32761002 MI_loss: 20.08112 Detection error: 0.015815913677215576 time: 0:24:53.562024
- B/E: 101 / 11 , Gen_loss: -0.32628357 MI_loss: 19.913658 Detection error: 0.015810072422027588 time: 0:24:54.415777
- B/E: 102 / 11 , Gen_loss: -0.32030267 MI_loss: 19.695261 Detection error: 0.015809178352355957 time: 0:24:55.272762
- B/E: 103 / 11 , Gen_loss: -0.33021927 MI_loss: 20.257448 Detection error: 0.015803813934326172 time: 0:24:56.126998
- B/E: 104 / 11 , Gen_loss: -0.32660794 MI_loss: 20.01042 Detection error: 0.015810132026672363 time: 0:24:56.982379
- B/E: 105 / 11 , Gen_loss: -0.31971878 MI_loss: 19.474236 Detection error: 0.015799224376678467 time: 0:24:57.828505
- B/E: 106 / 11 , Gen_loss: -0.32578096 MI_loss: 19.964401 Detection error: 0.015799641609191895 time: 0:24:58.573081
- B/E: 107 / 11 , Gen_loss: -0.3245461 MI_loss: 19.861404 Detection error: 0.01578962802886963 time: 0:24:59.324783
- B/E: 108 / 11 , Gen_loss: -0.31631106 MI_loss: 19.393173 Detection error: 0.015794456005096436 time: 0:25:00.107674
- B/E: 109 / 11 , Gen_loss: -0.3233105 MI_loss: 19.817041 Detection error: 0.01577812433242798 time: 0:25:00.972859
- B/E: 110 / 11 , Gen_loss: -0.3220639 MI_loss: 19.57304 Detection error: 0.015760719776153564 time: 0:25:01.826234
- B/E: 111 / 11 , Gen_loss: -0.32100892 MI_loss: 19.74493 Detection error: 0.01575756072998047 time: 0:25:02.784796
- B/E: 112 / 11 , Gen_loss: -0.3284782 MI_loss: 19.980694 Detection error: 0.01575249433517456 time: 0:25:03.646684
- B/E: 113 / 11 , Gen_loss: -0.326664 MI_loss: 20.009266 Detection error: 0.01574838161468506 time: 0:25:04.541156
- B/E: 114 / 11 , Gen_loss: -0.32179496 MI_loss: 19.81761 Detection error: 0.015743732452392578 time: 0:25:05.392704
- B/E: 115 / 11 , Gen_loss: -0.32783931 MI_loss: 19.98753 Detection error: 0.015733301639556885 time: 0:25:06.249168
- B/E: 116 / 11 , Gen_loss: -0.32846552 MI_loss: 20.045143 Detection error: 0.015729963779449463 time: 0:25:07.147145
- B/E: 117 / 11 , Gen_loss: -0.3221788 MI_loss: 19.797106 Detection error: 0.015726983547210693 time: 0:25:08.000097
- B/E: 118 / 11 , Gen_loss: -0.32303557 MI_loss: 19.697794 Detection error: 0.015715837478637695 time: 0:25:08.853167
- B/E: 119 / 11 , Gen_loss: -0.3219328 MI_loss: 19.701384 Detection error: 0.01571822166442871 time: 0:25:09.708130
- B/E: 120 / 11 , Gen_loss: -0.31881785 MI_loss: 19.601637 Detection error: 0.01570892333984375 time: 0:25:10.560672
- B/E: 121 / 11 , Gen_loss: -0.32088053 MI_loss: 19.74442 Detection error: 0.01570570468902588 time: 0:25:11.421428
- B/E: 122 / 11 , Gen_loss: -0.3263705 MI_loss: 19.879696 Detection error: 0.015698909759521484 time: 0:25:12.274951
- B/E: 123 / 11 , Gen_loss: -0.32343394 MI_loss: 19.812004 Detection error: 0.015682697296142578 time: 0:25:13.131157
- B/E: 124 / 11 , Gen_loss: -0.3187951 MI_loss: 19.643772 Detection error: 0.01569002866744995 time: 0:25:13.985714
- B/E: 125 / 11 , Gen_loss: -0.31617603 MI_loss: 19.43564 Detection error: 0.015693724155426025 time: 0:25:14.841503
- B/E: 126 / 11 , Gen_loss: -0.31874835 MI_loss: 19.623026 Detection error: 0.015697836875915527 time: 0:25:15.698414
- B/E: 127 / 11 , Gen_loss: -0.32670185 MI_loss: 20.005812 Detection error: 0.015687763690948486 time: 0:25:16.650363
- B/E: 128 / 11 , Gen_loss: -0.33067736 MI_loss: 20.271927 Detection error: 0.01568436622619629 time: 0:25:17.505075
- B/E: 129 / 11 , Gen_loss: -0.32284454 MI_loss: 19.853285 Detection error: 0.01568704843521118 time: 0:25:18.282001
- B/E: 130 / 11 , Gen_loss: -0.3228897 MI_loss: 19.818516 Detection error: 0.01568847894668579 time: 0:25:19.155775
- B/E: 131 / 11 , Gen_loss: -0.32548907 MI_loss: 19.783493 Detection error: 0.01568657159805298 time: 0:25:20.011665
- B/E: 132 / 11 , Gen_loss: -0.33265743 MI_loss: 20.2689 Detection error: 0.01567155122756958 time: 0:25:20.872716
- B/E: 133 / 11 , Gen_loss: -0.31940183 MI_loss: 19.681927 Detection error: 0.015679121017456055 time: 0:25:21.694469
- B/E: 134 / 11 , Gen_loss: -0.3263218 MI_loss: 20.200115 Detection error: 0.015682637691497803 time: 0:25:22.535572
- B/E: 135 / 11 , Gen_loss: -0.32946074 MI_loss: 20.142433 Detection error: 0.015673458576202393 time: 0:25:23.387051
- B/E: 136 / 11 , Gen_loss: -0.3138936 MI_loss: 19.345339 Detection error: 0.015679538249969482 time: 0:25:24.241716
- B/E: 137 / 11 , Gen_loss: -0.3232573 MI_loss: 19.769989 Detection error: 0.015675067901611328 time: 0:25:25.097429
- B/E: 138 / 11 , Gen_loss: -0.32315645 MI_loss: 19.809399 Detection error: 0.015674889087677002 time: 0:25:25.976367
- B/E: 139 / 11 , Gen_loss: -0.33171937 MI_loss: 20.277607 Detection error: 0.01566988229751587 time: 0:25:26.840386
- B/E: 140 / 11 , Gen_loss: -0.32856065 MI_loss: 20.060946 Detection error: 0.015663325786590576 time: 0:25:27.692851
- B/E: 141 / 11 , Gen_loss: -0.32234114 MI_loss: 19.708654 Detection error: 0.015662848949432373 time: 0:25:28.545932
- B/E: 142 / 11 , Gen_loss: -0.3258466 MI_loss: 19.930952 Detection error: 0.015659332275390625 time: 0:25:29.400501
- B/E: 143 / 11 , Gen_loss: -0.33626917 MI_loss: 20.663673 Detection error: 0.01565474271774292 time: 0:25:30.345248
- B/E: 144 / 11 , Gen_loss: -0.32389736 MI_loss: 19.879414 Detection error: 0.01565927267074585 time: 0:25:31.199278
- B/E: 145 / 11 , Gen_loss: -0.31657225 MI_loss: 19.312151 Detection error: 0.01565152406692505 time: 0:25:32.054039
- B/E: 146 / 11 , Gen_loss: -0.33205703 MI_loss: 20.3917 Detection error: 0.015654146671295166 time: 0:25:32.909839
- B/E: 147 / 11 , Gen_loss: -0.3052033 MI_loss: 18.720032 Detection error: 0.015647411346435547 time: 0:25:33.762017
- B/E: 148 / 11 , Gen_loss: -0.31685588 MI_loss: 19.179794 Detection error: 0.015637993812561035 time: 0:25:34.656748
- B/E: 149 / 11 , Gen_loss: -0.33062124 MI_loss: 20.274176 Detection error: 0.015637695789337158 time: 0:25:35.509358
-
- Test Loss: 14.310607 Test Error: 0.014933347702026367
- -----
- EPOCH: 12
- B/E: 0 / 12 , Gen_loss: -0.33166817 MI_loss: 20.290691 Detection error: 0.015843749046325684 time: 0:25:37.489731
- B/E: 1 / 12 , Gen_loss: -0.16234237 MI_loss: 10.661082 Detection error: 0.023406267166137695 time: 0:25:40.300429
- B/E: 2 / 12 , Gen_loss: -0.30936283 MI_loss: 18.967068 Detection error: 0.020197927951812744 time: 0:25:41.171964
- B/E: 3 / 12 , Gen_loss: -0.2971457 MI_loss: 18.42097 Detection error: 0.019749999046325684 time: 0:25:42.052760
- B/E: 4 / 12 , Gen_loss: -0.2822674 MI_loss: 17.671225 Detection error: 0.01971876621246338 time: 0:25:42.905752
- B/E: 5 / 12 , Gen_loss: -0.29223147 MI_loss: 18.314642 Detection error: 0.01919269561767578 time: 0:25:43.864015
- B/E: 6 / 12 , Gen_loss: -0.29094496 MI_loss: 18.077381 Detection error: 0.01867854595184326 time: 0:25:44.718901
- B/E: 7 / 12 , Gen_loss: -0.29100838 MI_loss: 18.085922 Detection error: 0.018374979496002197 time: 0:25:45.571665
- B/E: 8 / 12 , Gen_loss: -0.30100152 MI_loss: 18.771734 Detection error: 0.018062472343444824 time: 0:25:46.427245
- B/E: 9 / 12 , Gen_loss: -0.29774138 MI_loss: 18.426567 Detection error: 0.017762482166290283 time: 0:25:47.280952
- B/E: 10 / 12 , Gen_loss: -0.2988753 MI_loss: 18.477795 Detection error: 0.017636358737945557 time: 0:25:48.135946
- B/E: 11 / 12 , Gen_loss: -0.312552 MI_loss: 19.269796 Detection error: 0.01744532585144043 time: 0:25:48.991414
- B/E: 12 / 12 , Gen_loss: -0.31952685 MI_loss: 19.58076 Detection error: 0.017298102378845215 time: 0:25:49.849897
- B/E: 13 / 12 , Gen_loss: -0.3123389 MI_loss: 19.157497 Detection error: 0.01706475019454956 time: 0:25:50.701794
- B/E: 14 / 12 , Gen_loss: -0.31498855 MI_loss: 19.30707 Detection error: 0.01692289113998413 time: 0:25:51.556927
- B/E: 15 / 12 , Gen_loss: -0.31443742 MI_loss: 19.26632 Detection error: 0.016744136810302734 time: 0:25:52.408653
- B/E: 16 / 12 , Gen_loss: -0.32658142 MI_loss: 19.858704 Detection error: 0.01659005880355835 time: 0:25:53.261347
- B/E: 17 / 12 , Gen_loss: -0.3193159 MI_loss: 19.373909 Detection error: 0.016515612602233887 time: 0:25:54.131783
- B/E: 18 / 12 , Gen_loss: -0.31291318 MI_loss: 19.193163 Detection error: 0.01635688543319702 time: 0:25:54.987824
- B/E: 19 / 12 , Gen_loss: -0.30515903 MI_loss: 18.829016 Detection error: 0.01630622148513794 time: 0:25:55.840779
- B/E: 20 / 12 , Gen_loss: -0.31375873 MI_loss: 19.028643 Detection error: 0.016224682331085205 time: 0:25:56.776420
- B/E: 21 / 12 , Gen_loss: -0.31881568 MI_loss: 19.678835 Detection error: 0.016258537769317627 time: 0:25:57.634265
- B/E: 22 / 12 , Gen_loss: -0.33376032 MI_loss: 20.296707 Detection error: 0.016145408153533936 time: 0:25:58.487491
- B/E: 23 / 12 , Gen_loss: -0.3275198 MI_loss: 19.883701 Detection error: 0.01607811450958252 time: 0:25:59.343931
- B/E: 24 / 12 , Gen_loss: -0.31573224 MI_loss: 19.399487 Detection error: 0.016040027141571045 time: 0:26:00.199631
- B/E: 25 / 12 , Gen_loss: -0.3245481 MI_loss: 19.742455 Detection error: 0.016002416610717773 time: 0:26:01.056423
- B/E: 26 / 12 , Gen_loss: -0.32029712 MI_loss: 19.743711 Detection error: 0.016017377376556396 time: 0:26:01.919381
- B/E: 27 / 12 , Gen_loss: -0.3243881 MI_loss: 19.96719 Detection error: 0.01598435640335083 time: 0:26:02.706274
- B/E: 28 / 12 , Gen_loss: -0.32415786 MI_loss: 19.865574 Detection error: 0.01596122980117798 time: 0:26:03.530231
- B/E: 29 / 12 , Gen_loss: -0.3358206 MI_loss: 20.485748 Detection error: 0.01593959331512451 time: 0:26:04.384905
- B/E: 30 / 12 , Gen_loss: -0.33549213 MI_loss: 20.437597 Detection error: 0.015878021717071533 time: 0:26:05.255047
- B/E: 31 / 12 , Gen_loss: -0.3242222 MI_loss: 19.640617 Detection error: 0.015826165676116943 time: 0:26:06.110445
- B/E: 32 / 12 , Gen_loss: -0.31702754 MI_loss: 19.508678 Detection error: 0.015800178050994873 time: 0:26:06.963037
- B/E: 33 / 12 , Gen_loss: -0.31864324 MI_loss: 19.569246 Detection error: 0.015765607357025146 time: 0:26:07.814742
- B/E: 34 / 12 , Gen_loss: -0.32453874 MI_loss: 19.870296 Detection error: 0.0157473087310791 time: 0:26:08.669188
- B/E: 35 / 12 , Gen_loss: -0.33107734 MI_loss: 20.234081 Detection error: 0.01570051908493042 time: 0:26:09.544379
- B/E: 36 / 12 , Gen_loss: -0.32348123 MI_loss: 19.763056 Detection error: 0.01566213369369507 time: 0:26:10.505419
- B/E: 37 / 12 , Gen_loss: -0.33103165 MI_loss: 20.21685 Detection error: 0.015625834465026855 time: 0:26:11.395286
- B/E: 38 / 12 , Gen_loss: -0.32018748 MI_loss: 19.66842 Detection error: 0.015627384185791016 time: 0:26:12.248741
- B/E: 39 / 12 , Gen_loss: -0.3208181 MI_loss: 19.484968 Detection error: 0.015582025051116943 time: 0:26:13.099962
- B/E: 40 / 12 , Gen_loss: -0.321299 MI_loss: 19.731794 Detection error: 0.015551090240478516 time: 0:26:13.969389
- B/E: 41 / 12 , Gen_loss: -0.3301237 MI_loss: 20.314583 Detection error: 0.015546858310699463 time: 0:26:14.824410
- B/E: 42 / 12 , Gen_loss: -0.32564458 MI_loss: 19.938383 Detection error: 0.015521049499511719 time: 0:26:15.680029
- B/E: 43 / 12 , Gen_loss: -0.32478 MI_loss: 19.776966 Detection error: 0.015493631362915039 time: 0:26:16.534580
- B/E: 44 / 12 , Gen_loss: -0.32724544 MI_loss: 20.076561 Detection error: 0.015488862991333008 time: 0:26:17.393591
- B/E: 45 / 12 , Gen_loss: -0.32171667 MI_loss: 19.756968 Detection error: 0.015495896339416504 time: 0:26:18.245595
- B/E: 46 / 12 , Gen_loss: -0.32049227 MI_loss: 19.66438 Detection error: 0.015486717224121094 time: 0:26:19.100553
- B/E: 47 / 12 , Gen_loss: -0.3256734 MI_loss: 19.89256 Detection error: 0.015471994876861572 time: 0:26:19.953861
- B/E: 48 / 12 , Gen_loss: -0.3272649 MI_loss: 20.176678 Detection error: 0.015486598014831543 time: 0:26:20.811473
- B/E: 49 / 12 , Gen_loss: -0.33515504 MI_loss: 20.525475 Detection error: 0.015488743782043457 time: 0:26:21.668839
- B/E: 50 / 12 , Gen_loss: -0.3155545 MI_loss: 19.42376 Detection error: 0.015474855899810791 time: 0:26:22.525063
- B/E: 51 / 12 , Gen_loss: -0.32438925 MI_loss: 19.958578 Detection error: 0.01546335220336914 time: 0:26:23.378880
- B/E: 52 / 12 , Gen_loss: -0.32931477 MI_loss: 20.079643 Detection error: 0.015436887741088867 time: 0:26:24.313398
- B/E: 53 / 12 , Gen_loss: -0.33473098 MI_loss: 20.435577 Detection error: 0.015430569648742676 time: 0:26:25.170960
- B/E: 54 / 12 , Gen_loss: -0.32477608 MI_loss: 19.841343 Detection error: 0.015399456024169922 time: 0:26:26.025378
- B/E: 55 / 12 , Gen_loss: -0.32321963 MI_loss: 19.804073 Detection error: 0.015393435955047607 time: 0:26:26.882033
- B/E: 56 / 12 , Gen_loss: -0.3220728 MI_loss: 19.808495 Detection error: 0.015368998050689697 time: 0:26:27.738715
- B/E: 57 / 12 , Gen_loss: -0.3277287 MI_loss: 20.067745 Detection error: 0.015345931053161621 time: 0:26:28.599549
- B/E: 58 / 12 , Gen_loss: -0.32523075 MI_loss: 19.911108 Detection error: 0.015316188335418701 time: 0:26:29.456651
- B/E: 59 / 12 , Gen_loss: -0.33379105 MI_loss: 20.472195 Detection error: 0.015334367752075195 time: 0:26:30.311770
- B/E: 60 / 12 , Gen_loss: -0.31855276 MI_loss: 19.469902 Detection error: 0.015319645404815674 time: 0:26:31.166780
- B/E: 61 / 12 , Gen_loss: -0.3230118 MI_loss: 19.768328 Detection error: 0.015301942825317383 time: 0:26:32.024002
- B/E: 62 / 12 , Gen_loss: -0.32407388 MI_loss: 19.879414 Detection error: 0.015321433544158936 time: 0:26:32.886313
- B/E: 63 / 12 , Gen_loss: -0.328507 MI_loss: 20.059502 Detection error: 0.015317857265472412 time: 0:26:33.743867
- B/E: 64 / 12 , Gen_loss: -0.32890037 MI_loss: 20.202414 Detection error: 0.015322625637054443 time: 0:26:34.617699
- B/E: 65 / 12 , Gen_loss: -0.33975908 MI_loss: 20.712242 Detection error: 0.015318155288696289 time: 0:26:35.471000
- B/E: 66 / 12 , Gen_loss: -0.33604798 MI_loss: 20.495611 Detection error: 0.015322268009185791 time: 0:26:36.335777
- B/E: 67 / 12 , Gen_loss: -0.3333097 MI_loss: 20.409044 Detection error: 0.015294551849365234 time: 0:26:37.203045
- B/E: 68 / 12 , Gen_loss: -0.32809576 MI_loss: 20.215034 Detection error: 0.015291690826416016 time: 0:26:38.143842
- B/E: 69 / 12 , Gen_loss: -0.32675606 MI_loss: 20.010117 Detection error: 0.01528257131576538 time: 0:26:38.923527
- B/E: 70 / 12 , Gen_loss: -0.33261028 MI_loss: 20.444572 Detection error: 0.015279054641723633 time: 0:26:39.670439
- B/E: 71 / 12 , Gen_loss: -0.32266596 MI_loss: 19.844963 Detection error: 0.015272974967956543 time: 0:26:40.526962
- B/E: 72 / 12 , Gen_loss: -0.33407488 MI_loss: 20.314157 Detection error: 0.015269279479980469 time: 0:26:41.412889
- B/E: 73 / 12 , Gen_loss: -0.31851184 MI_loss: 19.54023 Detection error: 0.015263080596923828 time: 0:26:42.267132
- B/E: 74 / 12 , Gen_loss: -0.32995528 MI_loss: 20.327425 Detection error: 0.015259146690368652 time: 0:26:43.122092
- B/E: 75 / 12 , Gen_loss: -0.3245565 MI_loss: 19.957193 Detection error: 0.015248775482177734 time: 0:26:43.975590
- B/E: 76 / 12 , Gen_loss: -0.3296207 MI_loss: 20.066708 Detection error: 0.015245139598846436 time: 0:26:44.835331
- B/E: 77 / 12 , Gen_loss: -0.33241737 MI_loss: 20.376568 Detection error: 0.015235602855682373 time: 0:26:45.689400
- B/E: 78 / 12 , Gen_loss: -0.33125868 MI_loss: 20.074184 Detection error: 0.015231430530548096 time: 0:26:46.546311
- B/E: 79 / 12 , Gen_loss: -0.3302864 MI_loss: 20.249495 Detection error: 0.015222668647766113 time: 0:26:47.402054
- B/E: 80 / 12 , Gen_loss: -0.3318091 MI_loss: 20.216099 Detection error: 0.015222609043121338 time: 0:26:48.261401
- B/E: 81 / 12 , Gen_loss: -0.32694447 MI_loss: 19.913792 Detection error: 0.015206575393676758 time: 0:26:49.121361
- B/E: 82 / 12 , Gen_loss: -0.33433458 MI_loss: 20.364685 Detection error: 0.015193164348602295 time: 0:26:49.992001
- B/E: 83 / 12 , Gen_loss: -0.32197446 MI_loss: 19.643309 Detection error: 0.015200912952423096 time: 0:26:50.842785
- B/E: 84 / 12 , Gen_loss: -0.3299566 MI_loss: 20.223856 Detection error: 0.015194833278656006 time: 0:26:51.795578
- B/E: 85 / 12 , Gen_loss: -0.3268155 MI_loss: 19.861 Detection error: 0.015169680118560791 time: 0:26:52.652099
- B/E: 86 / 12 , Gen_loss: -0.32561547 MI_loss: 19.935446 Detection error: 0.015172421932220459 time: 0:26:53.504470
- B/E: 87 / 12 , Gen_loss: -0.32901236 MI_loss: 20.05193 Detection error: 0.015149176120758057 time: 0:26:54.357604
- B/E: 88 / 12 , Gen_loss: -0.3246834 MI_loss: 19.84621 Detection error: 0.015139758586883545 time: 0:26:55.210834
- B/E: 89 / 12 , Gen_loss: -0.33053124 MI_loss: 20.23032 Detection error: 0.0151444673538208 time: 0:26:56.062095
- B/E: 90 / 12 , Gen_loss: -0.32363385 MI_loss: 19.764252 Detection error: 0.015134274959564209 time: 0:26:56.930171
- B/E: 91 / 12 , Gen_loss: -0.32656166 MI_loss: 20.025837 Detection error: 0.015137910842895508 time: 0:26:57.798555
- B/E: 92 / 12 , Gen_loss: -0.3220592 MI_loss: 19.816204 Detection error: 0.015128016471862793 time: 0:26:58.651750
- B/E: 93 / 12 , Gen_loss: -0.32900274 MI_loss: 20.109537 Detection error: 0.01512134075164795 time: 0:26:59.506711
- B/E: 94 / 12 , Gen_loss: -0.333161 MI_loss: 20.517464 Detection error: 0.01513683795928955 time: 0:27:00.364170
- B/E: 95 / 12 , Gen_loss: -0.3399347 MI_loss: 20.764452 Detection error: 0.015135407447814941 time: 0:27:01.216084
- B/E: 96 / 12 , Gen_loss: -0.32932216 MI_loss: 20.130295 Detection error: 0.0151292085647583 time: 0:27:02.069371
- B/E: 97 / 12 , Gen_loss: -0.32197848 MI_loss: 19.692497 Detection error: 0.015117049217224121 time: 0:27:02.854909
- B/E: 98 / 12 , Gen_loss: -0.33759975 MI_loss: 20.452185 Detection error: 0.015101015567779541 time: 0:27:03.601677
- B/E: 99 / 12 , Gen_loss: -0.34208173 MI_loss: 20.875084 Detection error: 0.015098154544830322 time: 0:27:04.457962
- B/E: 100 / 12 , Gen_loss: -0.32715008 MI_loss: 20.23409 Detection error: 0.015109241008758545 time: 0:27:05.406465
- B/E: 101 / 12 , Gen_loss: -0.33471644 MI_loss: 20.475733 Detection error: 0.015104472637176514 time: 0:27:06.263672
- B/E: 102 / 12 , Gen_loss: -0.33058468 MI_loss: 20.245743 Detection error: 0.015095293521881104 time: 0:27:07.121054
- B/E: 103 / 12 , Gen_loss: -0.33344713 MI_loss: 20.42595 Detection error: 0.01509857177734375 time: 0:27:07.996435
- B/E: 104 / 12 , Gen_loss: -0.32308602 MI_loss: 19.589378 Detection error: 0.015104472637176514 time: 0:27:08.778909
- B/E: 105 / 12 , Gen_loss: -0.32533348 MI_loss: 19.844925 Detection error: 0.015099644660949707 time: 0:27:09.527361
- B/E: 106 / 12 , Gen_loss: -0.33393547 MI_loss: 20.332432 Detection error: 0.015097856521606445 time: 0:27:10.286603
- B/E: 107 / 12 , Gen_loss: -0.3364786 MI_loss: 20.571617 Detection error: 0.01508796215057373 time: 0:27:11.127132
- B/E: 108 / 12 , Gen_loss: -0.332918 MI_loss: 20.465456 Detection error: 0.015093445777893066 time: 0:27:12.001698
- B/E: 109 / 12 , Gen_loss: -0.3278941 MI_loss: 19.925608 Detection error: 0.015085816383361816 time: 0:27:12.855431
- B/E: 110 / 12 , Gen_loss: -0.33534083 MI_loss: 20.42973 Detection error: 0.0150718092918396 time: 0:27:13.709955
- B/E: 111 / 12 , Gen_loss: -0.32908493 MI_loss: 20.053574 Detection error: 0.01506274938583374 time: 0:27:14.562902
- B/E: 112 / 12 , Gen_loss: -0.32970828 MI_loss: 20.155064 Detection error: 0.01505810022354126 time: 0:27:15.418369
- B/E: 113 / 12 , Gen_loss: -0.31970137 MI_loss: 19.687344 Detection error: 0.01506197452545166 time: 0:27:16.276494
- B/E: 114 / 12 , Gen_loss: -0.3203894 MI_loss: 19.50233 Detection error: 0.01505732536315918 time: 0:27:17.097224
- B/E: 115 / 12 , Gen_loss: -0.33063132 MI_loss: 20.182077 Detection error: 0.015051722526550293 time: 0:27:17.940750
- B/E: 116 / 12 , Gen_loss: -0.33040178 MI_loss: 20.177187 Detection error: 0.015048325061798096 time: 0:27:18.821528
- B/E: 117 / 12 , Gen_loss: -0.31809697 MI_loss: 19.54048 Detection error: 0.01505059003829956 time: 0:27:19.568585
- B/E: 118 / 12 , Gen_loss: -0.32586294 MI_loss: 19.813969 Detection error: 0.015036523342132568 time: 0:27:20.424826
- B/E: 119 / 12 , Gen_loss: -0.32305607 MI_loss: 19.676554 Detection error: 0.015031516551971436 time: 0:27:21.283424
- B/E: 120 / 12 , Gen_loss: -0.31193244 MI_loss: 19.014603 Detection error: 0.015021204948425293 time: 0:27:22.141412
- B/E: 121 / 12 , Gen_loss: -0.32024485 MI_loss: 19.72339 Detection error: 0.015021800994873047 time: 0:27:22.998223
- B/E: 122 / 12 , Gen_loss: -0.3283472 MI_loss: 19.946398 Detection error: 0.015016496181488037 time: 0:27:23.858604
- B/E: 123 / 12 , Gen_loss: -0.31363177 MI_loss: 19.156975 Detection error: 0.015005528926849365 time: 0:27:24.735429
- B/E: 124 / 12 , Gen_loss: -0.3188342 MI_loss: 19.503773 Detection error: 0.015011250972747803 time: 0:27:25.589003
- B/E: 125 / 12 , Gen_loss: -0.32704967 MI_loss: 20.008263 Detection error: 0.015011429786682129 time: 0:27:26.403712
- B/E: 126 / 12 , Gen_loss: -0.32828936 MI_loss: 20.190016 Detection error: 0.015018939971923828 time: 0:27:27.171850
- B/E: 127 / 12 , Gen_loss: -0.31247014 MI_loss: 19.178272 Detection error: 0.015011489391326904 time: 0:27:27.937445
- B/E: 128 / 12 , Gen_loss: -0.33547473 MI_loss: 20.429556 Detection error: 0.015008985996246338 time: 0:27:28.685345
- B/E: 129 / 12 , Gen_loss: -0.32424527 MI_loss: 19.866772 Detection error: 0.015019237995147705 time: 0:27:29.431784
- B/E: 130 / 12 , Gen_loss: -0.31499094 MI_loss: 19.25179 Detection error: 0.01501309871673584 time: 0:27:30.183211
- B/E: 131 / 12 , Gen_loss: -0.33030853 MI_loss: 20.16559 Detection error: 0.015013515949249268 time: 0:27:30.930648
- B/E: 132 / 12 , Gen_loss: -0.32359633 MI_loss: 19.756111 Detection error: 0.01500469446182251 time: 0:27:31.888476
- B/E: 133 / 12 , Gen_loss: -0.3294388 MI_loss: 20.1533 Detection error: 0.015008389949798584 time: 0:27:32.747035
- B/E: 134 / 12 , Gen_loss: -0.3261118 MI_loss: 19.986425 Detection error: 0.015009462833404541 time: 0:27:33.602767
- B/E: 135 / 12 , Gen_loss: -0.33275232 MI_loss: 20.190424 Detection error: 0.015004158020019531 time: 0:27:34.460033
- B/E: 136 / 12 , Gen_loss: -0.3175673 MI_loss: 19.332535 Detection error: 0.015006184577941895 time: 0:27:35.320622
- B/E: 137 / 12 , Gen_loss: -0.3330687 MI_loss: 20.32159 Detection error: 0.01500314474105835 time: 0:27:36.180434
- B/E: 138 / 12 , Gen_loss: -0.33262724 MI_loss: 20.315725 Detection error: 0.014997541904449463 time: 0:27:37.038918
- B/E: 139 / 12 , Gen_loss: -0.33121544 MI_loss: 20.267616 Detection error: 0.014995992183685303 time: 0:27:37.894198
- B/E: 140 / 12 , Gen_loss: -0.32561225 MI_loss: 19.73959 Detection error: 0.014984488487243652 time: 0:27:38.750319
- B/E: 141 / 12 , Gen_loss: -0.33079156 MI_loss: 20.146152 Detection error: 0.01498502492904663 time: 0:27:39.631559
- B/E: 142 / 12 , Gen_loss: -0.3354751 MI_loss: 20.420427 Detection error: 0.014981448650360107 time: 0:27:40.489302
- B/E: 143 / 12 , Gen_loss: -0.3247241 MI_loss: 19.781195 Detection error: 0.014976322650909424 time: 0:27:41.349453
- B/E: 144 / 12 , Gen_loss: -0.3233455 MI_loss: 19.632008 Detection error: 0.014976322650909424 time: 0:27:42.205238
- B/E: 145 / 12 , Gen_loss: -0.3269676 MI_loss: 19.865494 Detection error: 0.014972150325775146 time: 0:27:43.078399
- B/E: 146 / 12 , Gen_loss: -0.33183575 MI_loss: 20.341824 Detection error: 0.014973640441894531 time: 0:27:43.935592
- B/E: 147 / 12 , Gen_loss: -0.3312372 MI_loss: 20.162226 Detection error: 0.014967679977416992 time: 0:27:44.789594
- B/E: 148 / 12 , Gen_loss: -0.32190838 MI_loss: 19.728672 Detection error: 0.014963924884796143 time: 0:27:45.747632
- B/E: 149 / 12 , Gen_loss: -0.32776365 MI_loss: 20.068115 Detection error: 0.014965236186981201 time: 0:27:46.602805
-
- Test Loss: 14.248328 Test Error: 0.014208316802978516
- -----
- EPOCH: 13
- B/E: 0 / 13 , Gen_loss: -0.32381335 MI_loss: 19.796085 Detection error: 0.015625 time: 0:27:48.596657
- B/E: 1 / 13 , Gen_loss: -0.17361385 MI_loss: 11.480552 Detection error: 0.02229684591293335 time: 0:27:51.607842
- B/E: 2 / 13 , Gen_loss: -0.304974 MI_loss: 18.696817 Detection error: 0.019312500953674316 time: 0:27:52.472550
- B/E: 3 / 13 , Gen_loss: -0.26392028 MI_loss: 16.280216 Detection error: 0.019242167472839355 time: 0:27:53.329919
- B/E: 4 / 13 , Gen_loss: -0.26934838 MI_loss: 16.862764 Detection error: 0.01900625228881836 time: 0:27:54.183716
- B/E: 5 / 13 , Gen_loss: -0.2877837 MI_loss: 17.919416 Detection error: 0.018468737602233887 time: 0:27:55.041606
- B/E: 6 / 13 , Gen_loss: -0.30033138 MI_loss: 18.610329 Detection error: 0.017933011054992676 time: 0:27:55.897284
- B/E: 7 / 13 , Gen_loss: -0.29933652 MI_loss: 18.614508 Detection error: 0.0177304744720459 time: 0:27:56.754397
- B/E: 8 / 13 , Gen_loss: -0.28813422 MI_loss: 17.943338 Detection error: 0.01747572422027588 time: 0:27:57.608763
- B/E: 9 / 13 , Gen_loss: -0.28929955 MI_loss: 17.812012 Detection error: 0.01714688539505005 time: 0:27:58.463139
- B/E: 10 / 13 , Gen_loss: -0.3069321 MI_loss: 18.968771 Detection error: 0.017017066478729248 time: 0:27:59.402296
- B/E: 11 / 13 , Gen_loss: -0.30721083 MI_loss: 18.900047 Detection error: 0.016848981380462646 time: 0:28:00.255711
- B/E: 12 / 13 , Gen_loss: -0.3141115 MI_loss: 19.150305 Detection error: 0.016701936721801758 time: 0:28:01.110460
- B/E: 13 / 13 , Gen_loss: -0.3173767 MI_loss: 19.37965 Detection error: 0.016424119472503662 time: 0:28:01.962735
- B/E: 14 / 13 , Gen_loss: -0.32945824 MI_loss: 20.078384 Detection error: 0.016302108764648438 time: 0:28:02.821213
- B/E: 15 / 13 , Gen_loss: -0.32202408 MI_loss: 19.638153 Detection error: 0.01615428924560547 time: 0:28:03.674879
- B/E: 16 / 13 , Gen_loss: -0.31874973 MI_loss: 19.561478 Detection error: 0.016055166721343994 time: 0:28:04.529207
- B/E: 17 / 13 , Gen_loss: -0.31496814 MI_loss: 19.205463 Detection error: 0.01594620943069458 time: 0:28:05.381373
- B/E: 18 / 13 , Gen_loss: -0.30378997 MI_loss: 18.48202 Detection error: 0.015817463397979736 time: 0:28:06.234983
- B/E: 19 / 13 , Gen_loss: -0.32332984 MI_loss: 19.803614 Detection error: 0.01571720838546753 time: 0:28:07.109844
- B/E: 20 / 13 , Gen_loss: -0.3220602 MI_loss: 19.654255 Detection error: 0.015626490116119385 time: 0:28:07.966132
- B/E: 21 / 13 , Gen_loss: -0.30165592 MI_loss: 18.601587 Detection error: 0.015659093856811523 time: 0:28:08.820963
- B/E: 22 / 13 , Gen_loss: -0.3307822 MI_loss: 20.149092 Detection error: 0.015584230422973633 time: 0:28:09.675641
- B/E: 23 / 13 , Gen_loss: -0.31482902 MI_loss: 19.217909 Detection error: 0.015524744987487793 time: 0:28:10.555771
- B/E: 24 / 13 , Gen_loss: -0.32796657 MI_loss: 19.94138 Detection error: 0.015467524528503418 time: 0:28:11.431011
- B/E: 25 / 13 , Gen_loss: -0.30357298 MI_loss: 18.614239 Detection error: 0.015436291694641113 time: 0:28:12.373384
- B/E: 26 / 13 , Gen_loss: -0.31705475 MI_loss: 19.586668 Detection error: 0.015444457530975342 time: 0:28:13.227250
- B/E: 27 / 13 , Gen_loss: -0.3262163 MI_loss: 19.999872 Detection error: 0.015396177768707275 time: 0:28:14.109804
- B/E: 28 / 13 , Gen_loss: -0.31770536 MI_loss: 19.390793 Detection error: 0.015389025211334229 time: 0:28:14.965402
- B/E: 29 / 13 , Gen_loss: -0.32055914 MI_loss: 19.585846 Detection error: 0.015378117561340332 time: 0:28:15.816350
- B/E: 30 / 13 , Gen_loss: -0.31302345 MI_loss: 19.230602 Detection error: 0.015327632427215576 time: 0:28:16.668645
- B/E: 31 / 13 , Gen_loss: -0.31271976 MI_loss: 19.113028 Detection error: 0.015254855155944824 time: 0:28:17.522217
- B/E: 32 / 13 , Gen_loss: -0.33315814 MI_loss: 20.352757 Detection error: 0.015260398387908936 time: 0:28:18.374016
- B/E: 33 / 13 , Gen_loss: -0.31915957 MI_loss: 19.51247 Detection error: 0.015200376510620117 time: 0:28:19.231510
- B/E: 34 / 13 , Gen_loss: -0.3217036 MI_loss: 19.73933 Detection error: 0.015196442604064941 time: 0:28:20.086225
- B/E: 35 / 13 , Gen_loss: -0.3261635 MI_loss: 19.773157 Detection error: 0.015138864517211914 time: 0:28:20.938331
- B/E: 36 / 13 , Gen_loss: -0.33412054 MI_loss: 20.390615 Detection error: 0.015096306800842285 time: 0:28:21.792476
- B/E: 37 / 13 , Gen_loss: -0.32324073 MI_loss: 19.676453 Detection error: 0.015065789222717285 time: 0:28:22.648037
- B/E: 38 / 13 , Gen_loss: -0.32471964 MI_loss: 19.915916 Detection error: 0.015076935291290283 time: 0:28:23.500094
- B/E: 39 / 13 , Gen_loss: -0.32775003 MI_loss: 19.940079 Detection error: 0.015028893947601318 time: 0:28:24.353277
- B/E: 40 / 13 , Gen_loss: -0.33246836 MI_loss: 20.321484 Detection error: 0.01499849557876587 time: 0:28:25.205460
- B/E: 41 / 13 , Gen_loss: -0.31872794 MI_loss: 19.430191 Detection error: 0.014986634254455566 time: 0:28:26.159582
- B/E: 42 / 13 , Gen_loss: -0.32468295 MI_loss: 19.74833 Detection error: 0.01496511697769165 time: 0:28:27.015546
- B/E: 43 / 13 , Gen_loss: -0.33296484 MI_loss: 20.333412 Detection error: 0.01494675874710083 time: 0:28:27.873937
- B/E: 44 / 13 , Gen_loss: -0.33166084 MI_loss: 20.256474 Detection error: 0.014934718608856201 time: 0:28:28.725875
- B/E: 45 / 13 , Gen_loss: -0.32627577 MI_loss: 19.85747 Detection error: 0.014940202236175537 time: 0:28:29.581004
- B/E: 46 / 13 , Gen_loss: -0.3235365 MI_loss: 19.6975 Detection error: 0.014934182167053223 time: 0:28:30.439195
- B/E: 47 / 13 , Gen_loss: -0.3328016 MI_loss: 20.289698 Detection error: 0.014929711818695068 time: 0:28:31.294166
- B/E: 48 / 13 , Gen_loss: -0.3259763 MI_loss: 20.015953 Detection error: 0.014931738376617432 time: 0:28:32.148215
- B/E: 49 / 13 , Gen_loss: -0.32955176 MI_loss: 20.146755 Detection error: 0.014921247959136963 time: 0:28:33.005166
- B/E: 50 / 13 , Gen_loss: -0.31668198 MI_loss: 19.335333 Detection error: 0.01492464542388916 time: 0:28:33.880462
- B/E: 51 / 13 , Gen_loss: -0.32662994 MI_loss: 20.066418 Detection error: 0.01491403579711914 time: 0:28:34.734205
- B/E: 52 / 13 , Gen_loss: -0.32451126 MI_loss: 19.691185 Detection error: 0.014887392520904541 time: 0:28:35.584877
- B/E: 53 / 13 , Gen_loss: -0.33178118 MI_loss: 20.149601 Detection error: 0.014883697032928467 time: 0:28:36.437602
- B/E: 54 / 13 , Gen_loss: -0.3301044 MI_loss: 20.04623 Detection error: 0.014855682849884033 time: 0:28:37.287939
- B/E: 55 / 13 , Gen_loss: -0.3285541 MI_loss: 19.981623 Detection error: 0.014843165874481201 time: 0:28:38.148235
- B/E: 56 / 13 , Gen_loss: -0.33023834 MI_loss: 20.21554 Detection error: 0.014821290969848633 time: 0:28:39.003890
- B/E: 57 / 13 , Gen_loss: -0.321424 MI_loss: 19.541199 Detection error: 0.01479417085647583 time: 0:28:39.967287
- B/E: 58 / 13 , Gen_loss: -0.33078915 MI_loss: 20.14327 Detection error: 0.0147743821144104 time: 0:28:40.822987
- B/E: 59 / 13 , Gen_loss: -0.33326444 MI_loss: 20.44293 Detection error: 0.014793753623962402 time: 0:28:41.695405
- B/E: 60 / 13 , Gen_loss: -0.33815408 MI_loss: 20.599396 Detection error: 0.014788448810577393 time: 0:28:42.552411
- B/E: 61 / 13 , Gen_loss: -0.33129615 MI_loss: 20.144264 Detection error: 0.014766156673431396 time: 0:28:43.407908
- B/E: 62 / 13 , Gen_loss: -0.33292037 MI_loss: 20.24638 Detection error: 0.014783740043640137 time: 0:28:44.266271
- B/E: 63 / 13 , Gen_loss: -0.3352714 MI_loss: 20.575003 Detection error: 0.014780759811401367 time: 0:28:45.122951
- B/E: 64 / 13 , Gen_loss: -0.33116648 MI_loss: 20.27068 Detection error: 0.01478511095046997 time: 0:28:45.999813
- B/E: 65 / 13 , Gen_loss: -0.33194533 MI_loss: 20.306417 Detection error: 0.014775097370147705 time: 0:28:46.857311
- B/E: 66 / 13 , Gen_loss: -0.32919353 MI_loss: 20.164137 Detection error: 0.01477515697479248 time: 0:28:47.711877
- B/E: 67 / 13 , Gen_loss: -0.3275116 MI_loss: 20.004616 Detection error: 0.01475369930267334 time: 0:28:48.564005
- B/E: 68 / 13 , Gen_loss: -0.32520983 MI_loss: 19.77993 Detection error: 0.014750003814697266 time: 0:28:49.417726
- B/E: 69 / 13 , Gen_loss: -0.33488506 MI_loss: 20.54439 Detection error: 0.014757156372070312 time: 0:28:50.272533
- B/E: 70 / 13 , Gen_loss: -0.3339321 MI_loss: 20.460587 Detection error: 0.01474297046661377 time: 0:28:51.060520
- B/E: 71 / 13 , Gen_loss: -0.33161515 MI_loss: 20.277348 Detection error: 0.014737844467163086 time: 0:28:51.903766
- B/E: 72 / 13 , Gen_loss: -0.3338185 MI_loss: 20.424707 Detection error: 0.014732420444488525 time: 0:28:52.755305
- B/E: 73 / 13 , Gen_loss: -0.33268595 MI_loss: 20.367603 Detection error: 0.014718770980834961 time: 0:28:53.712764
- B/E: 74 / 13 , Gen_loss: -0.33771372 MI_loss: 20.49874 Detection error: 0.014715850353240967 time: 0:28:54.566687
- B/E: 75 / 13 , Gen_loss: -0.33397737 MI_loss: 20.412266 Detection error: 0.014694511890411377 time: 0:28:55.419367
- B/E: 76 / 13 , Gen_loss: -0.31889388 MI_loss: 19.488642 Detection error: 0.014706552028656006 time: 0:28:56.272428
- B/E: 77 / 13 , Gen_loss: -0.33434838 MI_loss: 20.457508 Detection error: 0.01469111442565918 time: 0:28:57.125588
- B/E: 78 / 13 , Gen_loss: -0.3343854 MI_loss: 20.367393 Detection error: 0.014684736728668213 time: 0:28:57.984975
- B/E: 79 / 13 , Gen_loss: -0.32432228 MI_loss: 19.854683 Detection error: 0.014678120613098145 time: 0:28:58.836507
- B/E: 80 / 13 , Gen_loss: -0.33230183 MI_loss: 20.316935 Detection error: 0.014677882194519043 time: 0:28:59.689782
- B/E: 81 / 13 , Gen_loss: -0.3281958 MI_loss: 20.095488 Detection error: 0.014667689800262451 time: 0:29:00.541829
- B/E: 82 / 13 , Gen_loss: -0.32343587 MI_loss: 19.820778 Detection error: 0.014656245708465576 time: 0:29:01.435995
- B/E: 83 / 13 , Gen_loss: -0.32006785 MI_loss: 19.563066 Detection error: 0.014658868312835693 time: 0:29:02.289006
- B/E: 84 / 13 , Gen_loss: -0.3232647 MI_loss: 19.996452 Detection error: 0.014651119709014893 time: 0:29:03.163816
- B/E: 85 / 13 , Gen_loss: -0.3280062 MI_loss: 19.981346 Detection error: 0.01463627815246582 time: 0:29:04.027450
- B/E: 86 / 13 , Gen_loss: -0.33275533 MI_loss: 20.242643 Detection error: 0.01463252305984497 time: 0:29:04.810381
- B/E: 87 / 13 , Gen_loss: -0.33334252 MI_loss: 20.296814 Detection error: 0.014610469341278076 time: 0:29:05.568410
- B/E: 88 / 13 , Gen_loss: -0.33631322 MI_loss: 20.543842 Detection error: 0.014593422412872314 time: 0:29:06.398955
- B/E: 89 / 13 , Gen_loss: -0.33309555 MI_loss: 20.414818 Detection error: 0.01459723711013794 time: 0:29:07.339310
- B/E: 90 / 13 , Gen_loss: -0.3406619 MI_loss: 20.740557 Detection error: 0.014590680599212646 time: 0:29:08.144759
- B/E: 91 / 13 , Gen_loss: -0.3173131 MI_loss: 19.467934 Detection error: 0.01459580659866333 time: 0:29:08.926738
- B/E: 92 / 13 , Gen_loss: -0.31085864 MI_loss: 18.916706 Detection error: 0.01458197832107544 time: 0:29:09.767584
- B/E: 93 / 13 , Gen_loss: -0.32166547 MI_loss: 19.804813 Detection error: 0.014585793018341064 time: 0:29:10.619516
- B/E: 94 / 13 , Gen_loss: -0.32582515 MI_loss: 20.115406 Detection error: 0.01459968090057373 time: 0:29:11.470269
- B/E: 95 / 13 , Gen_loss: -0.33170143 MI_loss: 20.32199 Detection error: 0.014596343040466309 time: 0:29:12.321113
- B/E: 96 / 13 , Gen_loss: -0.31831035 MI_loss: 19.417622 Detection error: 0.014584720134735107 time: 0:29:13.196478
- B/E: 97 / 13 , Gen_loss: -0.33550072 MI_loss: 20.476665 Detection error: 0.014576554298400879 time: 0:29:14.039560
- B/E: 98 / 13 , Gen_loss: -0.3347361 MI_loss: 20.393906 Detection error: 0.01456153392791748 time: 0:29:14.886899
- B/E: 99 / 13 , Gen_loss: -0.32921714 MI_loss: 20.148006 Detection error: 0.01456528902053833 time: 0:29:15.738841
- B/E: 100 / 13 , Gen_loss: -0.33193967 MI_loss: 20.249676 Detection error: 0.01456683874130249 time: 0:29:16.591321
- B/E: 101 / 13 , Gen_loss: -0.33547884 MI_loss: 20.544842 Detection error: 0.014566183090209961 time: 0:29:17.465778
- B/E: 102 / 13 , Gen_loss: -0.32477286 MI_loss: 19.869137 Detection error: 0.01457071304321289 time: 0:29:18.318716
- B/E: 103 / 13 , Gen_loss: -0.346031 MI_loss: 21.05566 Detection error: 0.014568507671356201 time: 0:29:19.172693
- B/E: 104 / 13 , Gen_loss: -0.32527202 MI_loss: 19.933659 Detection error: 0.014572620391845703 time: 0:29:20.024418
- B/E: 105 / 13 , Gen_loss: -0.31431422 MI_loss: 19.312494 Detection error: 0.014572203159332275 time: 0:29:20.978807
- B/E: 106 / 13 , Gen_loss: -0.3257266 MI_loss: 19.783443 Detection error: 0.014567196369171143 time: 0:29:21.840334
- B/E: 107 / 13 , Gen_loss: -0.3273017 MI_loss: 19.99669 Detection error: 0.01456451416015625 time: 0:29:22.622995
- B/E: 108 / 13 , Gen_loss: -0.32117128 MI_loss: 19.673628 Detection error: 0.014566242694854736 time: 0:29:23.371503
- B/E: 109 / 13 , Gen_loss: -0.31363586 MI_loss: 19.086079 Detection error: 0.014558255672454834 time: 0:29:24.139389
- B/E: 110 / 13 , Gen_loss: -0.3359523 MI_loss: 20.340206 Detection error: 0.014550983905792236 time: 0:29:24.886951
- B/E: 111 / 13 , Gen_loss: -0.33588645 MI_loss: 20.40182 Detection error: 0.014543533325195312 time: 0:29:25.724839
- B/E: 112 / 13 , Gen_loss: -0.33149886 MI_loss: 20.246632 Detection error: 0.014542043209075928 time: 0:29:26.507543
- B/E: 113 / 13 , Gen_loss: -0.32459658 MI_loss: 19.693249 Detection error: 0.014537274837493896 time: 0:29:27.352625
- B/E: 114 / 13 , Gen_loss: -0.3277024 MI_loss: 20.080633 Detection error: 0.014541566371917725 time: 0:29:28.215810
- B/E: 115 / 13 , Gen_loss: -0.3352634 MI_loss: 20.462667 Detection error: 0.014542579650878906 time: 0:29:29.073345
- B/E: 116 / 13 , Gen_loss: -0.33617646 MI_loss: 20.48189 Detection error: 0.014536619186401367 time: 0:29:29.848723
- B/E: 117 / 13 , Gen_loss: -0.3278952 MI_loss: 20.201115 Detection error: 0.014539480209350586 time: 0:29:30.595180
- B/E: 118 / 13 , Gen_loss: -0.32345673 MI_loss: 19.595222 Detection error: 0.014529168605804443 time: 0:29:31.453175
- B/E: 119 / 13 , Gen_loss: -0.32831445 MI_loss: 20.172165 Detection error: 0.014528393745422363 time: 0:29:32.307636
- B/E: 120 / 13 , Gen_loss: -0.32536358 MI_loss: 19.945398 Detection error: 0.014521956443786621 time: 0:29:33.173199
- B/E: 121 / 13 , Gen_loss: -0.3351696 MI_loss: 20.60752 Detection error: 0.014517664909362793 time: 0:29:34.109823
- B/E: 122 / 13 , Gen_loss: -0.33229205 MI_loss: 20.14794 Detection error: 0.01450967788696289 time: 0:29:34.923005
- B/E: 123 / 13 , Gen_loss: -0.32401705 MI_loss: 19.818798 Detection error: 0.014500260353088379 time: 0:29:35.682685
- B/E: 124 / 13 , Gen_loss: -0.32536668 MI_loss: 20.022778 Detection error: 0.014508724212646484 time: 0:29:36.429200
- B/E: 125 / 13 , Gen_loss: -0.3254296 MI_loss: 19.864126 Detection error: 0.014508187770843506 time: 0:29:37.196125
- B/E: 126 / 13 , Gen_loss: -0.3309745 MI_loss: 20.267254 Detection error: 0.014513790607452393 time: 0:29:37.970797
- B/E: 127 / 13 , Gen_loss: -0.33047032 MI_loss: 20.204575 Detection error: 0.014511466026306152 time: 0:29:38.747152
- B/E: 128 / 13 , Gen_loss: -0.32669103 MI_loss: 19.861572 Detection error: 0.014508962631225586 time: 0:29:39.495998
- B/E: 129 / 13 , Gen_loss: -0.33445427 MI_loss: 20.411114 Detection error: 0.014516592025756836 time: 0:29:40.242715
- B/E: 130 / 13 , Gen_loss: -0.33446166 MI_loss: 20.388662 Detection error: 0.014515280723571777 time: 0:29:40.995409
- B/E: 131 / 13 , Gen_loss: -0.32871437 MI_loss: 20.054407 Detection error: 0.014520347118377686 time: 0:29:41.744674
- B/E: 132 / 13 , Gen_loss: -0.3236544 MI_loss: 19.756636 Detection error: 0.014508664608001709 time: 0:29:42.491935
- B/E: 133 / 13 , Gen_loss: -0.32613626 MI_loss: 19.947573 Detection error: 0.014512121677398682 time: 0:29:43.239060
- B/E: 134 / 13 , Gen_loss: -0.31820428 MI_loss: 19.534466 Detection error: 0.014517366886138916 time: 0:29:43.987180
- B/E: 135 / 13 , Gen_loss: -0.33861 MI_loss: 20.649405 Detection error: 0.014509439468383789 time: 0:29:44.859645
- B/E: 136 / 13 , Gen_loss: -0.32993567 MI_loss: 20.316488 Detection error: 0.01451730728149414 time: 0:29:45.659552
- B/E: 137 / 13 , Gen_loss: -0.31505236 MI_loss: 19.210278 Detection error: 0.0145111083984375 time: 0:29:46.494167
- B/E: 138 / 13 , Gen_loss: -0.33915564 MI_loss: 20.760227 Detection error: 0.014513015747070312 time: 0:29:47.243203
- B/E: 139 / 13 , Gen_loss: -0.33015275 MI_loss: 20.248404 Detection error: 0.014510512351989746 time: 0:29:47.990888
- B/E: 140 / 13 , Gen_loss: -0.32847393 MI_loss: 19.909702 Detection error: 0.014502882957458496 time: 0:29:48.849397
- B/E: 141 / 13 , Gen_loss: -0.32951137 MI_loss: 20.261045 Detection error: 0.014503061771392822 time: 0:29:49.700047
- B/E: 142 / 13 , Gen_loss: -0.33232343 MI_loss: 20.288012 Detection error: 0.014496088027954102 time: 0:29:50.552884
- B/E: 143 / 13 , Gen_loss: -0.33579466 MI_loss: 20.505379 Detection error: 0.014497637748718262 time: 0:29:51.413030
- B/E: 144 / 13 , Gen_loss: -0.3303172 MI_loss: 20.083593 Detection error: 0.014494836330413818 time: 0:29:52.270465
- B/E: 145 / 13 , Gen_loss: -0.33008412 MI_loss: 20.049904 Detection error: 0.014494240283966064 time: 0:29:53.126630
- B/E: 146 / 13 , Gen_loss: -0.3265018 MI_loss: 19.90055 Detection error: 0.01449894905090332 time: 0:29:53.979207
- B/E: 147 / 13 , Gen_loss: -0.3349948 MI_loss: 20.38543 Detection error: 0.0144919753074646 time: 0:29:54.834999
- B/E: 148 / 13 , Gen_loss: -0.33276576 MI_loss: 20.221397 Detection error: 0.014488041400909424 time: 0:29:55.700837
- B/E: 149 / 13 , Gen_loss: -0.33039454 MI_loss: 20.270727 Detection error: 0.014491021633148193 time: 0:29:56.555790
-
- Test Loss: 14.137013 Test Error: 0.013658344745635986
- -----
- EPOCH: 14
- B/E: 0 / 14 , Gen_loss: -0.32796896 MI_loss: 19.962076 Detection error: 0.015343725681304932 time: 0:29:58.558146
- B/E: 1 / 14 , Gen_loss: -0.157358 MI_loss: 10.870768 Detection error: 0.02239060401916504 time: 0:30:01.692615
- B/E: 2 / 14 , Gen_loss: -0.31611282 MI_loss: 19.243605 Detection error: 0.019239604473114014 time: 0:30:02.658494
- B/E: 3 / 14 , Gen_loss: -0.26139188 MI_loss: 15.890316 Detection error: 0.019046902656555176 time: 0:30:03.523296
- B/E: 4 / 14 , Gen_loss: -0.2609442 MI_loss: 16.505493 Detection error: 0.018962502479553223 time: 0:30:04.382064
- B/E: 5 / 14 , Gen_loss: -0.2905809 MI_loss: 18.020433 Detection error: 0.018307268619537354 time: 0:30:05.237549
- B/E: 6 / 14 , Gen_loss: -0.2965219 MI_loss: 18.327389 Detection error: 0.017803549766540527 time: 0:30:06.090375
- B/E: 7 / 14 , Gen_loss: -0.2942256 MI_loss: 18.357447 Detection error: 0.017499983310699463 time: 0:30:06.944556
- B/E: 8 / 14 , Gen_loss: -0.29012862 MI_loss: 17.911425 Detection error: 0.01714932918548584 time: 0:30:07.801564
- B/E: 9 / 14 , Gen_loss: -0.2939883 MI_loss: 18.005344 Detection error: 0.016859352588653564 time: 0:30:08.661405
- B/E: 10 / 14 , Gen_loss: -0.30589023 MI_loss: 18.734875 Detection error: 0.01666194200515747 time: 0:30:09.517361
- B/E: 11 / 14 , Gen_loss: -0.31268823 MI_loss: 19.034344 Detection error: 0.01650780439376831 time: 0:30:10.371991
- B/E: 12 / 14 , Gen_loss: -0.31666994 MI_loss: 19.209997 Detection error: 0.016295671463012695 time: 0:30:11.229065
- B/E: 13 / 14 , Gen_loss: -0.3097703 MI_loss: 18.978767 Detection error: 0.016095995903015137 time: 0:30:12.091497
- B/E: 14 / 14 , Gen_loss: -0.31555215 MI_loss: 19.376102 Detection error: 0.015970826148986816 time: 0:30:12.944854
- B/E: 15 / 14 , Gen_loss: -0.32940373 MI_loss: 20.119703 Detection error: 0.015804708003997803 time: 0:30:13.799773
- B/E: 16 / 14 , Gen_loss: -0.32263276 MI_loss: 19.739992 Detection error: 0.01566910743713379 time: 0:30:14.652717
- B/E: 17 / 14 , Gen_loss: -0.3172976 MI_loss: 19.305988 Detection error: 0.015550374984741211 time: 0:30:15.507868
- B/E: 18 / 14 , Gen_loss: -0.31824446 MI_loss: 19.243208 Detection error: 0.01542598009109497 time: 0:30:16.476708
- B/E: 19 / 14 , Gen_loss: -0.3110805 MI_loss: 18.959871 Detection error: 0.015325009822845459 time: 0:30:17.337154
- B/E: 20 / 14 , Gen_loss: -0.30839694 MI_loss: 18.757353 Detection error: 0.015269339084625244 time: 0:30:18.194358
- B/E: 21 / 14 , Gen_loss: -0.31364238 MI_loss: 19.191177 Detection error: 0.015238642692565918 time: 0:30:19.072556
- B/E: 22 / 14 , Gen_loss: -0.31657213 MI_loss: 19.358227 Detection error: 0.015156269073486328 time: 0:30:19.947046
- B/E: 23 / 14 , Gen_loss: -0.31919056 MI_loss: 19.457758 Detection error: 0.015071630477905273 time: 0:30:20.799332
- B/E: 24 / 14 , Gen_loss: -0.32388362 MI_loss: 19.819265 Detection error: 0.015060007572174072 time: 0:30:21.585023
- B/E: 25 / 14 , Gen_loss: -0.33291647 MI_loss: 20.251495 Detection error: 0.015014410018920898 time: 0:30:22.424854
- B/E: 26 / 14 , Gen_loss: -0.32592097 MI_loss: 19.875729 Detection error: 0.015004634857177734 time: 0:30:23.299047
- B/E: 27 / 14 , Gen_loss: -0.32550448 MI_loss: 19.850275 Detection error: 0.015003323554992676 time: 0:30:24.153444
- B/E: 28 / 14 , Gen_loss: -0.32569373 MI_loss: 19.772541 Detection error: 0.01497197151184082 time: 0:30:25.008950
- B/E: 29 / 14 , Gen_loss: -0.33276194 MI_loss: 20.28944 Detection error: 0.014978110790252686 time: 0:30:25.863366
- B/E: 30 / 14 , Gen_loss: -0.32219312 MI_loss: 19.603104 Detection error: 0.014905214309692383 time: 0:30:26.718308
- B/E: 31 / 14 , Gen_loss: -0.3318987 MI_loss: 20.1223 Detection error: 0.014833033084869385 time: 0:30:27.673537
- B/E: 32 / 14 , Gen_loss: -0.3203066 MI_loss: 19.538658 Detection error: 0.014838993549346924 time: 0:30:28.531010
- B/E: 33 / 14 , Gen_loss: -0.32180452 MI_loss: 19.52918 Detection error: 0.014795064926147461 time: 0:30:29.394201
- B/E: 34 / 14 , Gen_loss: -0.3279288 MI_loss: 20.02824 Detection error: 0.014776766300201416 time: 0:30:30.260400
- B/E: 35 / 14 , Gen_loss: -0.3264952 MI_loss: 19.885492 Detection error: 0.014721333980560303 time: 0:30:31.074382
- B/E: 36 / 14 , Gen_loss: -0.33487585 MI_loss: 20.358688 Detection error: 0.014673113822937012 time: 0:30:31.829530
- B/E: 37 / 14 , Gen_loss: -0.3332376 MI_loss: 20.237759 Detection error: 0.014646410942077637 time: 0:30:32.579099
- B/E: 38 / 14 , Gen_loss: -0.31701234 MI_loss: 19.38603 Detection error: 0.014646649360656738 time: 0:30:33.328030
- B/E: 39 / 14 , Gen_loss: -0.32985806 MI_loss: 20.011326 Detection error: 0.014605462551116943 time: 0:30:34.173721
- B/E: 40 / 14 , Gen_loss: -0.33290863 MI_loss: 20.271292 Detection error: 0.014593720436096191 time: 0:30:35.027087
- B/E: 41 / 14 , Gen_loss: -0.33289316 MI_loss: 20.402908 Detection error: 0.014588534832000732 time: 0:30:35.882353
- B/E: 42 / 14 , Gen_loss: -0.33983126 MI_loss: 20.605282 Detection error: 0.01455014944076538 time: 0:30:36.736310
- B/E: 43 / 14 , Gen_loss: -0.32170603 MI_loss: 19.617424 Detection error: 0.014541208744049072 time: 0:30:37.594203
- B/E: 44 / 14 , Gen_loss: -0.33449584 MI_loss: 20.451822 Detection error: 0.01452571153640747 time: 0:30:38.452852
- B/E: 45 / 14 , Gen_loss: -0.33493608 MI_loss: 20.406244 Detection error: 0.01453942060470581 time: 0:30:39.314374
- B/E: 46 / 14 , Gen_loss: -0.32857576 MI_loss: 20.043856 Detection error: 0.014529228210449219 time: 0:30:40.208998
- B/E: 47 / 14 , Gen_loss: -0.3216234 MI_loss: 19.63367 Detection error: 0.014509141445159912 time: 0:30:41.086699
- B/E: 48 / 14 , Gen_loss: -0.31757644 MI_loss: 19.341145 Detection error: 0.014521658420562744 time: 0:30:42.076485
- B/E: 49 / 14 , Gen_loss: -0.32718322 MI_loss: 19.97264 Detection error: 0.014520645141601562 time: 0:30:42.828506
- B/E: 50 / 14 , Gen_loss: -0.3329936 MI_loss: 20.47331 Detection error: 0.014523923397064209 time: 0:30:43.596659
- B/E: 51 / 14 , Gen_loss: -0.3303663 MI_loss: 20.31109 Detection error: 0.014522850513458252 time: 0:30:44.345510
- B/E: 52 / 14 , Gen_loss: -0.32934365 MI_loss: 19.977118 Detection error: 0.014503538608551025 time: 0:30:45.214469
- B/E: 53 / 14 , Gen_loss: -0.34021738 MI_loss: 20.755978 Detection error: 0.01448899507522583 time: 0:30:46.068564
- B/E: 54 / 14 , Gen_loss: -0.32850203 MI_loss: 20.00673 Detection error: 0.01446986198425293 time: 0:30:46.924675
- B/E: 55 / 14 , Gen_loss: -0.3292232 MI_loss: 20.152054 Detection error: 0.014456450939178467 time: 0:30:47.825860
- B/E: 56 / 14 , Gen_loss: -0.3372621 MI_loss: 20.532436 Detection error: 0.014416098594665527 time: 0:30:48.680801
- B/E: 57 / 14 , Gen_loss: -0.33688682 MI_loss: 20.524698 Detection error: 0.014404118061065674 time: 0:30:49.536043
- B/E: 58 / 14 , Gen_loss: -0.33097315 MI_loss: 20.114382 Detection error: 0.014383494853973389 time: 0:30:50.390940
- B/E: 59 / 14 , Gen_loss: -0.3160075 MI_loss: 19.353706 Detection error: 0.01440054178237915 time: 0:30:51.267726
- B/E: 60 / 14 , Gen_loss: -0.33151454 MI_loss: 19.994038 Detection error: 0.014395475387573242 time: 0:30:52.123454
- B/E: 61 / 14 , Gen_loss: -0.3233468 MI_loss: 19.794872 Detection error: 0.014380037784576416 time: 0:30:52.994751
- B/E: 62 / 14 , Gen_loss: -0.33610618 MI_loss: 20.533258 Detection error: 0.014386892318725586 time: 0:30:53.848988
- B/E: 63 / 14 , Gen_loss: -0.31838655 MI_loss: 19.452171 Detection error: 0.014380872249603271 time: 0:30:54.823632
- B/E: 64 / 14 , Gen_loss: -0.3354236 MI_loss: 20.59734 Detection error: 0.014391839504241943 time: 0:30:55.683121
- B/E: 65 / 14 , Gen_loss: -0.32669497 MI_loss: 19.914145 Detection error: 0.014383971691131592 time: 0:30:56.537631
- B/E: 66 / 14 , Gen_loss: -0.3340695 MI_loss: 20.38395 Detection error: 0.01437455415725708 time: 0:30:57.395736
- B/E: 67 / 14 , Gen_loss: -0.34079397 MI_loss: 20.675127 Detection error: 0.014350652694702148 time: 0:30:58.251660
- B/E: 68 / 14 , Gen_loss: -0.3325069 MI_loss: 20.332523 Detection error: 0.01434558629989624 time: 0:30:59.108662
- B/E: 69 / 14 , Gen_loss: -0.32388467 MI_loss: 19.771397 Detection error: 0.014349579811096191 time: 0:30:59.963725
- B/E: 70 / 14 , Gen_loss: -0.33238167 MI_loss: 20.453415 Detection error: 0.014349937438964844 time: 0:31:00.819970
- B/E: 71 / 14 , Gen_loss: -0.3295376 MI_loss: 20.069906 Detection error: 0.014329016208648682 time: 0:31:01.674828
- B/E: 72 / 14 , Gen_loss: -0.3308641 MI_loss: 20.212126 Detection error: 0.01433563232421875 time: 0:31:02.531045
- B/E: 73 / 14 , Gen_loss: -0.32666576 MI_loss: 19.998816 Detection error: 0.01432180404663086 time: 0:31:03.392966
- B/E: 74 / 14 , Gen_loss: -0.3319101 MI_loss: 20.4037 Detection error: 0.014313757419586182 time: 0:31:04.240317
- B/E: 75 / 14 , Gen_loss: -0.32683784 MI_loss: 19.95013 Detection error: 0.01430964469909668 time: 0:31:05.001668
- B/E: 76 / 14 , Gen_loss: -0.32610235 MI_loss: 19.88046 Detection error: 0.014308035373687744 time: 0:31:05.755326
- B/E: 77 / 14 , Gen_loss: -0.3310058 MI_loss: 20.118086 Detection error: 0.014296889305114746 time: 0:31:06.605338
- B/E: 78 / 14 , Gen_loss: -0.3380636 MI_loss: 20.59899 Detection error: 0.014291167259216309 time: 0:31:07.465148
- B/E: 79 / 14 , Gen_loss: -0.33217478 MI_loss: 20.245878 Detection error: 0.014291822910308838 time: 0:31:08.412295
- B/E: 80 / 14 , Gen_loss: -0.3395911 MI_loss: 20.74474 Detection error: 0.0142897367477417 time: 0:31:09.269951
- B/E: 81 / 14 , Gen_loss: -0.3129135 MI_loss: 19.090094 Detection error: 0.014272511005401611 time: 0:31:10.127434
- B/E: 82 / 14 , Gen_loss: -0.3281651 MI_loss: 19.955372 Detection error: 0.01426619291305542 time: 0:31:10.988617
- B/E: 83 / 14 , Gen_loss: -0.34002602 MI_loss: 20.722723 Detection error: 0.014261901378631592 time: 0:31:11.791286
- B/E: 84 / 14 , Gen_loss: -0.32599273 MI_loss: 20.045897 Detection error: 0.014261782169342041 time: 0:31:12.561332
- B/E: 85 / 14 , Gen_loss: -0.33373904 MI_loss: 20.265232 Detection error: 0.014237642288208008 time: 0:31:13.406593
- B/E: 86 / 14 , Gen_loss: -0.32449782 MI_loss: 19.681383 Detection error: 0.014240682125091553 time: 0:31:14.263437
- B/E: 87 / 14 , Gen_loss: -0.3356042 MI_loss: 20.316277 Detection error: 0.014212369918823242 time: 0:31:15.124399
- B/E: 88 / 14 , Gen_loss: -0.33530653 MI_loss: 20.425205 Detection error: 0.014196991920471191 time: 0:31:15.978969
- B/E: 89 / 14 , Gen_loss: -0.3198671 MI_loss: 19.575857 Detection error: 0.014200687408447266 time: 0:31:16.833302
- B/E: 90 / 14 , Gen_loss: -0.3299958 MI_loss: 19.959293 Detection error: 0.01418924331665039 time: 0:31:17.689588
- B/E: 91 / 14 , Gen_loss: -0.32963133 MI_loss: 20.149773 Detection error: 0.014194309711456299 time: 0:31:18.564555
- B/E: 92 / 14 , Gen_loss: -0.31945693 MI_loss: 19.448835 Detection error: 0.014183104038238525 time: 0:31:19.556920
- B/E: 93 / 14 , Gen_loss: -0.31948814 MI_loss: 19.63544 Detection error: 0.014176547527313232 time: 0:31:20.427138
- B/E: 94 / 14 , Gen_loss: -0.3217441 MI_loss: 19.7849 Detection error: 0.014192461967468262 time: 0:31:21.283074
- B/E: 95 / 14 , Gen_loss: -0.3330609 MI_loss: 20.344296 Detection error: 0.014186859130859375 time: 0:31:22.224414
- B/E: 96 / 14 , Gen_loss: -0.33051187 MI_loss: 20.063122 Detection error: 0.014185905456542969 time: 0:31:23.104943
- B/E: 97 / 14 , Gen_loss: -0.32911226 MI_loss: 19.992855 Detection error: 0.01418370008468628 time: 0:31:23.962305
- B/E: 98 / 14 , Gen_loss: -0.3304901 MI_loss: 20.066517 Detection error: 0.014162540435791016 time: 0:31:24.819575
- B/E: 99 / 14 , Gen_loss: -0.324127 MI_loss: 19.739092 Detection error: 0.01416844129562378 time: 0:31:25.673602
- B/E: 100 / 14 , Gen_loss: -0.3239216 MI_loss: 19.66667 Detection error: 0.014164924621582031 time: 0:31:26.530931
- B/E: 101 / 14 , Gen_loss: -0.32612076 MI_loss: 20.01314 Detection error: 0.014169096946716309 time: 0:31:27.396506
- B/E: 102 / 14 , Gen_loss: -0.31710142 MI_loss: 19.40396 Detection error: 0.014162302017211914 time: 0:31:28.249980
- B/E: 103 / 14 , Gen_loss: -0.32822663 MI_loss: 20.069794 Detection error: 0.014160752296447754 time: 0:31:29.104459
- B/E: 104 / 14 , Gen_loss: -0.33105797 MI_loss: 20.245142 Detection error: 0.01416844129562378 time: 0:31:29.956644
- B/E: 105 / 14 , Gen_loss: -0.32530808 MI_loss: 19.918558 Detection error: 0.014160692691802979 time: 0:31:30.816514
- B/E: 106 / 14 , Gen_loss: -0.32307965 MI_loss: 19.730246 Detection error: 0.014164984226226807 time: 0:31:31.674470
- B/E: 107 / 14 , Gen_loss: -0.33145714 MI_loss: 20.249859 Detection error: 0.014157712459564209 time: 0:31:32.529961
- B/E: 108 / 14 , Gen_loss: -0.31633344 MI_loss: 19.452423 Detection error: 0.014162838459014893 time: 0:31:33.387883
- B/E: 109 / 14 , Gen_loss: -0.32882035 MI_loss: 20.108105 Detection error: 0.014150559902191162 time: 0:31:34.243221
- B/E: 110 / 14 , Gen_loss: -0.32526433 MI_loss: 19.804379 Detection error: 0.014138221740722656 time: 0:31:35.031990
- B/E: 111 / 14 , Gen_loss: -0.32902482 MI_loss: 20.055029 Detection error: 0.014137864112854004 time: 0:31:35.891935
- B/E: 112 / 14 , Gen_loss: -0.33260825 MI_loss: 20.13503 Detection error: 0.014133572578430176 time: 0:31:36.641876
- B/E: 113 / 14 , Gen_loss: -0.3222742 MI_loss: 19.875298 Detection error: 0.01413816213607788 time: 0:31:37.479655
- B/E: 114 / 14 , Gen_loss: -0.33416995 MI_loss: 20.418285 Detection error: 0.0141410231590271 time: 0:31:38.337093
- B/E: 115 / 14 , Gen_loss: -0.3286313 MI_loss: 19.890808 Detection error: 0.014132022857666016 time: 0:31:39.194686
- B/E: 116 / 14 , Gen_loss: -0.32663727 MI_loss: 19.956827 Detection error: 0.01412951946258545 time: 0:31:40.048770
- B/E: 117 / 14 , Gen_loss: -0.32082388 MI_loss: 19.653934 Detection error: 0.014133989810943604 time: 0:31:40.903235
- B/E: 118 / 14 , Gen_loss: -0.33597755 MI_loss: 20.452555 Detection error: 0.014128684997558594 time: 0:31:41.756676
- B/E: 119 / 14 , Gen_loss: -0.3235073 MI_loss: 19.752386 Detection error: 0.01412731409072876 time: 0:31:42.615279
- B/E: 120 / 14 , Gen_loss: -0.3339452 MI_loss: 20.402954 Detection error: 0.014119565486907959 time: 0:31:43.470550
- B/E: 121 / 14 , Gen_loss: -0.32720608 MI_loss: 20.025452 Detection error: 0.014118850231170654 time: 0:31:44.328417
- B/E: 122 / 14 , Gen_loss: -0.33841893 MI_loss: 20.497055 Detection error: 0.01411283016204834 time: 0:31:45.183344
- B/E: 123 / 14 , Gen_loss: -0.32065368 MI_loss: 19.639488 Detection error: 0.014109611511230469 time: 0:31:46.041414
- B/E: 124 / 14 , Gen_loss: -0.32706097 MI_loss: 19.988974 Detection error: 0.01411372423171997 time: 0:31:46.897863
- B/E: 125 / 14 , Gen_loss: -0.33463436 MI_loss: 20.353363 Detection error: 0.014115333557128906 time: 0:31:47.753984
- B/E: 126 / 14 , Gen_loss: -0.32850242 MI_loss: 20.08394 Detection error: 0.014121830463409424 time: 0:31:48.611304
- B/E: 127 / 14 , Gen_loss: -0.33335996 MI_loss: 20.290474 Detection error: 0.014114022254943848 time: 0:31:49.552264
- B/E: 128 / 14 , Gen_loss: -0.33317494 MI_loss: 20.386229 Detection error: 0.014111936092376709 time: 0:31:50.432788
- B/E: 129 / 14 , Gen_loss: -0.33664653 MI_loss: 20.666851 Detection error: 0.014119207859039307 time: 0:31:51.288789
- B/E: 130 / 14 , Gen_loss: -0.33517677 MI_loss: 20.47878 Detection error: 0.01412498950958252 time: 0:31:52.148213
- B/E: 131 / 14 , Gen_loss: -0.33189556 MI_loss: 20.3162 Detection error: 0.014125227928161621 time: 0:31:53.005349
- B/E: 132 / 14 , Gen_loss: -0.33326927 MI_loss: 20.347229 Detection error: 0.014112293720245361 time: 0:31:53.884031
- B/E: 133 / 14 , Gen_loss: -0.32974735 MI_loss: 20.174366 Detection error: 0.014116108417510986 time: 0:31:54.741579
- B/E: 134 / 14 , Gen_loss: -0.32537934 MI_loss: 20.018766 Detection error: 0.01412290334701538 time: 0:31:55.597801
- B/E: 135 / 14 , Gen_loss: -0.33251816 MI_loss: 20.170832 Detection error: 0.014114201068878174 time: 0:31:56.404036
- B/E: 136 / 14 , Gen_loss: -0.3315575 MI_loss: 20.275776 Detection error: 0.014115631580352783 time: 0:31:57.152653
- B/E: 137 / 14 , Gen_loss: -0.33023435 MI_loss: 20.162378 Detection error: 0.014114558696746826 time: 0:31:57.902273
- B/E: 138 / 14 , Gen_loss: -0.33125696 MI_loss: 20.330772 Detection error: 0.014112412929534912 time: 0:31:58.652082
- B/E: 139 / 14 , Gen_loss: -0.3334492 MI_loss: 20.31447 Detection error: 0.014116287231445312 time: 0:31:59.446398
- B/E: 140 / 14 , Gen_loss: -0.33817205 MI_loss: 20.595234 Detection error: 0.014105260372161865 time: 0:32:00.300145
- B/E: 141 / 14 , Gen_loss: -0.32874435 MI_loss: 20.198036 Detection error: 0.014104962348937988 time: 0:32:01.153817
- B/E: 142 / 14 , Gen_loss: -0.33469537 MI_loss: 20.494257 Detection error: 0.01409769058227539 time: 0:32:02.007465
- B/E: 143 / 14 , Gen_loss: -0.32210135 MI_loss: 19.687569 Detection error: 0.014095067977905273 time: 0:32:02.959494
- B/E: 144 / 14 , Gen_loss: -0.33855352 MI_loss: 20.670551 Detection error: 0.01409912109375 time: 0:32:03.812354
- B/E: 145 / 14 , Gen_loss: -0.31722397 MI_loss: 19.302073 Detection error: 0.014096319675445557 time: 0:32:04.666082
- B/E: 146 / 14 , Gen_loss: -0.33117706 MI_loss: 20.197363 Detection error: 0.014095664024353027 time: 0:32:05.517749
- B/E: 147 / 14 , Gen_loss: -0.3261695 MI_loss: 19.880241 Detection error: 0.014095842838287354 time: 0:32:06.373382
- B/E: 148 / 14 , Gen_loss: -0.3267816 MI_loss: 19.9687 Detection error: 0.014091432094573975 time: 0:32:07.228526
- B/E: 149 / 14 , Gen_loss: -0.33667836 MI_loss: 20.539371 Detection error: 0.014095425605773926 time: 0:32:08.082507
-
- Test Loss: 14.098093 Test Error: 0.013766646385192871
- -----
- EPOCH: 15
- B/E: 0 / 15 , Gen_loss: -0.32489946 MI_loss: 19.908709 Detection error: 0.015250027179718018 time: 0:32:10.095049
- B/E: 1 / 15 , Gen_loss: -0.21800989 MI_loss: 14.452164 Detection error: 0.02139061689376831 time: 0:32:13.331771
- B/E: 2 / 15 , Gen_loss: -0.31112185 MI_loss: 18.737617 Detection error: 0.018395841121673584 time: 0:32:14.207599
- B/E: 3 / 15 , Gen_loss: -0.29229733 MI_loss: 18.391651 Detection error: 0.018000006675720215 time: 0:32:15.076820
- B/E: 4 / 15 , Gen_loss: -0.28104812 MI_loss: 17.593422 Detection error: 0.017887473106384277 time: 0:32:15.945168
- B/E: 5 / 15 , Gen_loss: -0.2962151 MI_loss: 18.375317 Detection error: 0.017364561557769775 time: 0:32:16.885448
- B/E: 6 / 15 , Gen_loss: -0.28710952 MI_loss: 17.721445 Detection error: 0.016848206520080566 time: 0:32:17.745400
- B/E: 7 / 15 , Gen_loss: -0.2966754 MI_loss: 18.398985 Detection error: 0.016667962074279785 time: 0:32:18.600116
- B/E: 8 / 15 , Gen_loss: -0.29156047 MI_loss: 18.085442 Detection error: 0.01642709970474243 time: 0:32:19.456269
- B/E: 9 / 15 , Gen_loss: -0.3010188 MI_loss: 18.713203 Detection error: 0.01618748903274536 time: 0:32:20.310228
- B/E: 10 / 15 , Gen_loss: -0.3201929 MI_loss: 19.583706 Detection error: 0.016036927700042725 time: 0:32:21.185856
- B/E: 11 / 15 , Gen_loss: -0.30889896 MI_loss: 19.0189 Detection error: 0.015872418880462646 time: 0:32:22.046172
- B/E: 12 / 15 , Gen_loss: -0.3272463 MI_loss: 19.981628 Detection error: 0.015697121620178223 time: 0:32:22.905558
- B/E: 13 / 15 , Gen_loss: -0.31197208 MI_loss: 18.888533 Detection error: 0.015524566173553467 time: 0:32:23.763086
- B/E: 14 / 15 , Gen_loss: -0.31889692 MI_loss: 19.492582 Detection error: 0.015381276607513428 time: 0:32:24.622498
- B/E: 15 / 15 , Gen_loss: -0.31371716 MI_loss: 19.368505 Detection error: 0.015285134315490723 time: 0:32:25.502898
- B/E: 16 / 15 , Gen_loss: -0.32327703 MI_loss: 19.640339 Detection error: 0.015161752700805664 time: 0:32:26.358845
- B/E: 17 / 15 , Gen_loss: -0.32327121 MI_loss: 19.727264 Detection error: 0.015065968036651611 time: 0:32:27.213615
- B/E: 18 / 15 , Gen_loss: -0.32378322 MI_loss: 19.777523 Detection error: 0.014935851097106934 time: 0:32:28.072512
- B/E: 19 / 15 , Gen_loss: -0.31449786 MI_loss: 19.203842 Detection error: 0.014868736267089844 time: 0:32:28.926548
- B/E: 20 / 15 , Gen_loss: -0.32899317 MI_loss: 20.086637 Detection error: 0.01480954885482788 time: 0:32:29.882818
- B/E: 21 / 15 , Gen_loss: -0.32932997 MI_loss: 20.199007 Detection error: 0.014795482158660889 time: 0:32:30.739143
- B/E: 22 / 15 , Gen_loss: -0.34050035 MI_loss: 20.589405 Detection error: 0.014730989933013916 time: 0:32:31.596853
- B/E: 23 / 15 , Gen_loss: -0.332541 MI_loss: 20.1433 Detection error: 0.014665365219116211 time: 0:32:32.473378
- B/E: 24 / 15 , Gen_loss: -0.33069894 MI_loss: 20.180393 Detection error: 0.014668762683868408 time: 0:32:33.332568
- B/E: 25 / 15 , Gen_loss: -0.33143505 MI_loss: 20.036543 Detection error: 0.014621376991271973 time: 0:32:34.187016
- B/E: 26 / 15 , Gen_loss: -0.3280464 MI_loss: 20.192808 Detection error: 0.014631927013397217 time: 0:32:34.969319
- B/E: 27 / 15 , Gen_loss: -0.32802206 MI_loss: 20.158394 Detection error: 0.014623880386352539 time: 0:32:35.714509
- B/E: 28 / 15 , Gen_loss: -0.32361227 MI_loss: 19.692171 Detection error: 0.014598071575164795 time: 0:32:36.461421
- B/E: 29 / 15 , Gen_loss: -0.33028835 MI_loss: 20.152096 Detection error: 0.014599978923797607 time: 0:32:37.210829
- B/E: 30 / 15 , Gen_loss: -0.33077177 MI_loss: 20.086231 Detection error: 0.014523208141326904 time: 0:32:37.958110
- B/E: 31 / 15 , Gen_loss: -0.3304697 MI_loss: 20.120598 Detection error: 0.014486312866210938 time: 0:32:38.705188
- B/E: 32 / 15 , Gen_loss: -0.32358503 MI_loss: 19.666142 Detection error: 0.014471590518951416 time: 0:32:39.513562
- B/E: 33 / 15 , Gen_loss: -0.32527652 MI_loss: 19.84246 Detection error: 0.014415442943572998 time: 0:32:40.287114
- B/E: 34 / 15 , Gen_loss: -0.32434547 MI_loss: 19.948105 Detection error: 0.014443755149841309 time: 0:32:41.034295
- B/E: 35 / 15 , Gen_loss: -0.32664898 MI_loss: 19.945198 Detection error: 0.014380216598510742 time: 0:32:41.781105
- B/E: 36 / 15 , Gen_loss: -0.3251288 MI_loss: 19.75515 Detection error: 0.014333605766296387 time: 0:32:42.631712
- B/E: 37 / 15 , Gen_loss: -0.3302006 MI_loss: 20.030052 Detection error: 0.014300167560577393 time: 0:32:43.391025
- B/E: 38 / 15 , Gen_loss: -0.3250063 MI_loss: 20.008293 Detection error: 0.01431971788406372 time: 0:32:44.152707
- B/E: 39 / 15 , Gen_loss: -0.3331119 MI_loss: 20.198692 Detection error: 0.014262497425079346 time: 0:32:45.023937
- B/E: 40 / 15 , Gen_loss: -0.34009838 MI_loss: 20.765083 Detection error: 0.014244675636291504 time: 0:32:45.880085
- B/E: 41 / 15 , Gen_loss: -0.33362058 MI_loss: 20.294638 Detection error: 0.014231383800506592 time: 0:32:46.735562
- B/E: 42 / 15 , Gen_loss: -0.32743528 MI_loss: 19.910889 Detection error: 0.014188945293426514 time: 0:32:47.590738
- B/E: 43 / 15 , Gen_loss: -0.3293224 MI_loss: 19.996609 Detection error: 0.01417398452758789 time: 0:32:48.442838
- B/E: 44 / 15 , Gen_loss: -0.32868922 MI_loss: 20.090454 Detection error: 0.014159023761749268 time: 0:32:49.225545
- B/E: 45 / 15 , Gen_loss: -0.3361993 MI_loss: 20.460247 Detection error: 0.014176607131958008 time: 0:32:49.972120
- B/E: 46 / 15 , Gen_loss: -0.3212699 MI_loss: 19.601528 Detection error: 0.014168202877044678 time: 0:32:50.807720
- B/E: 47 / 15 , Gen_loss: -0.32984975 MI_loss: 20.153126 Detection error: 0.014156877994537354 time: 0:32:51.607249
- B/E: 48 / 15 , Gen_loss: -0.33297658 MI_loss: 20.282927 Detection error: 0.014160692691802979 time: 0:32:52.354496
- B/E: 49 / 15 , Gen_loss: -0.33522645 MI_loss: 20.513319 Detection error: 0.014171242713928223 time: 0:32:53.128791
- B/E: 50 / 15 , Gen_loss: -0.33114982 MI_loss: 20.19962 Detection error: 0.0141679048538208 time: 0:32:53.875038
- B/E: 51 / 15 , Gen_loss: -0.3310458 MI_loss: 20.24686 Detection error: 0.014168262481689453 time: 0:32:54.638809
- B/E: 52 / 15 , Gen_loss: -0.3322898 MI_loss: 20.298973 Detection error: 0.014143884181976318 time: 0:32:55.571377
- B/E: 53 / 15 , Gen_loss: -0.33315253 MI_loss: 20.292599 Detection error: 0.014136016368865967 time: 0:32:56.426916
- B/E: 54 / 15 , Gen_loss: -0.32810113 MI_loss: 19.865454 Detection error: 0.014119327068328857 time: 0:32:57.314462
- B/E: 55 / 15 , Gen_loss: -0.32253465 MI_loss: 19.751097 Detection error: 0.014109909534454346 time: 0:32:58.171895
- B/E: 56 / 15 , Gen_loss: -0.3307712 MI_loss: 20.026999 Detection error: 0.014079511165618896 time: 0:32:59.028882
- B/E: 57 / 15 , Gen_loss: -0.33769327 MI_loss: 20.487942 Detection error: 0.01406031847000122 time: 0:32:59.885240
- B/E: 58 / 15 , Gen_loss: -0.33276767 MI_loss: 20.375422 Detection error: 0.014038681983947754 time: 0:33:00.691448
- B/E: 59 / 15 , Gen_loss: -0.33226466 MI_loss: 20.297699 Detection error: 0.01406717300415039 time: 0:33:01.439961
- B/E: 60 / 15 , Gen_loss: -0.3196428 MI_loss: 19.438913 Detection error: 0.014066576957702637 time: 0:33:02.245608
- B/E: 61 / 15 , Gen_loss: -0.32527128 MI_loss: 19.76131 Detection error: 0.014040350914001465 time: 0:33:02.993567
- B/E: 62 / 15 , Gen_loss: -0.3355864 MI_loss: 20.527576 Detection error: 0.01405256986618042 time: 0:33:03.741562
- B/E: 63 / 15 , Gen_loss: -0.32993665 MI_loss: 20.194887 Detection error: 0.014048337936401367 time: 0:33:04.532408
- B/E: 64 / 15 , Gen_loss: -0.3372897 MI_loss: 20.534534 Detection error: 0.014047086238861084 time: 0:33:05.292021
- B/E: 65 / 15 , Gen_loss: -0.3273385 MI_loss: 19.888996 Detection error: 0.014035522937774658 time: 0:33:06.160629
- B/E: 66 / 15 , Gen_loss: -0.34490448 MI_loss: 21.036182 Detection error: 0.014028429985046387 time: 0:33:07.015900
- B/E: 67 / 15 , Gen_loss: -0.34195343 MI_loss: 20.76616 Detection error: 0.0140036940574646 time: 0:33:07.869712
- B/E: 68 / 15 , Gen_loss: -0.31786874 MI_loss: 19.494629 Detection error: 0.014008581638336182 time: 0:33:08.825318
- B/E: 69 / 15 , Gen_loss: -0.33895364 MI_loss: 20.606812 Detection error: 0.014009833335876465 time: 0:33:09.683041
- B/E: 70 / 15 , Gen_loss: -0.33584785 MI_loss: 20.528328 Detection error: 0.014002203941345215 time: 0:33:10.470545
- B/E: 71 / 15 , Gen_loss: -0.32443565 MI_loss: 19.821133 Detection error: 0.01399219036102295 time: 0:33:11.220905
- B/E: 72 / 15 , Gen_loss: -0.34547317 MI_loss: 21.114128 Detection error: 0.013988852500915527 time: 0:33:11.968458
- B/E: 73 / 15 , Gen_loss: -0.32633406 MI_loss: 20.01176 Detection error: 0.013982236385345459 time: 0:33:12.727832
- B/E: 74 / 15 , Gen_loss: -0.33377466 MI_loss: 20.388252 Detection error: 0.01397794485092163 time: 0:33:13.475468
- B/E: 75 / 15 , Gen_loss: -0.3287742 MI_loss: 20.116375 Detection error: 0.013969957828521729 time: 0:33:14.222146
- B/E: 76 / 15 , Gen_loss: -0.33352545 MI_loss: 20.405993 Detection error: 0.013969957828521729 time: 0:33:14.970018
- B/E: 77 / 15 , Gen_loss: -0.33211643 MI_loss: 20.15058 Detection error: 0.013962328433990479 time: 0:33:15.839014
- B/E: 78 / 15 , Gen_loss: -0.32733092 MI_loss: 19.887571 Detection error: 0.013956069946289062 time: 0:33:16.699475
- B/E: 79 / 15 , Gen_loss: -0.3420222 MI_loss: 20.813639 Detection error: 0.013951539993286133 time: 0:33:17.555858
- B/E: 80 / 15 , Gen_loss: -0.33838058 MI_loss: 20.636906 Detection error: 0.013945579528808594 time: 0:33:18.425722
- B/E: 81 / 15 , Gen_loss: -0.33091116 MI_loss: 20.186213 Detection error: 0.01393747329711914 time: 0:33:19.280157
- B/E: 82 / 15 , Gen_loss: -0.32655257 MI_loss: 19.911922 Detection error: 0.013929188251495361 time: 0:33:20.135571
- B/E: 83 / 15 , Gen_loss: -0.3298725 MI_loss: 20.173813 Detection error: 0.01392519474029541 time: 0:33:20.998155
- B/E: 84 / 15 , Gen_loss: -0.3163993 MI_loss: 19.491905 Detection error: 0.013925373554229736 time: 0:33:21.939500
- B/E: 85 / 15 , Gen_loss: -0.33200452 MI_loss: 20.084019 Detection error: 0.013909876346588135 time: 0:33:22.796210
- B/E: 86 / 15 , Gen_loss: -0.33948672 MI_loss: 20.629969 Detection error: 0.013908743858337402 time: 0:33:23.655051
- B/E: 87 / 15 , Gen_loss: -0.3327723 MI_loss: 20.278248 Detection error: 0.013892769813537598 time: 0:33:24.536144
- B/E: 88 / 15 , Gen_loss: -0.33270934 MI_loss: 20.113934 Detection error: 0.013880610466003418 time: 0:33:25.397514
- B/E: 89 / 15 , Gen_loss: -0.33135182 MI_loss: 20.290237 Detection error: 0.013880550861358643 time: 0:33:26.255800
- B/E: 90 / 15 , Gen_loss: -0.3352054 MI_loss: 20.352118 Detection error: 0.013875365257263184 time: 0:33:27.114867
- B/E: 91 / 15 , Gen_loss: -0.33211762 MI_loss: 20.290697 Detection error: 0.013877034187316895 time: 0:33:27.973157
- B/E: 92 / 15 , Gen_loss: -0.322903 MI_loss: 19.611982 Detection error: 0.013871967792510986 time: 0:33:28.854207
- B/E: 93 / 15 , Gen_loss: -0.33178627 MI_loss: 20.362352 Detection error: 0.013870000839233398 time: 0:33:29.709019
- B/E: 94 / 15 , Gen_loss: -0.3311387 MI_loss: 20.193928 Detection error: 0.013886511325836182 time: 0:33:30.564806
- B/E: 95 / 15 , Gen_loss: -0.32374647 MI_loss: 19.73385 Detection error: 0.01388704776763916 time: 0:33:31.363210
- B/E: 96 / 15 , Gen_loss: -0.32964447 MI_loss: 20.069899 Detection error: 0.01388561725616455 time: 0:33:32.116955
- B/E: 97 / 15 , Gen_loss: -0.33278885 MI_loss: 20.237694 Detection error: 0.013879776000976562 time: 0:33:32.963152
- B/E: 98 / 15 , Gen_loss: -0.33040452 MI_loss: 20.07974 Detection error: 0.013862371444702148 time: 0:33:33.832882
- B/E: 99 / 15 , Gen_loss: -0.34001675 MI_loss: 20.698397 Detection error: 0.013860642910003662 time: 0:33:34.688189
- B/E: 100 / 15 , Gen_loss: -0.3306632 MI_loss: 20.2733 Detection error: 0.01386481523513794 time: 0:33:35.572542
- B/E: 101 / 15 , Gen_loss: -0.33169082 MI_loss: 20.200336 Detection error: 0.013867020606994629 time: 0:33:36.412594
- B/E: 102 / 15 , Gen_loss: -0.32825828 MI_loss: 19.983225 Detection error: 0.013865292072296143 time: 0:33:37.268891
- B/E: 103 / 15 , Gen_loss: -0.3328942 MI_loss: 20.202347 Detection error: 0.013859391212463379 time: 0:33:38.124430
- B/E: 104 / 15 , Gen_loss: -0.331373 MI_loss: 20.25895 Detection error: 0.013872027397155762 time: 0:33:38.980377
- B/E: 105 / 15 , Gen_loss: -0.34017673 MI_loss: 20.706459 Detection error: 0.013862907886505127 time: 0:33:39.836031
- B/E: 106 / 15 , Gen_loss: -0.33160466 MI_loss: 20.269115 Detection error: 0.0138627290725708 time: 0:33:40.700995
- B/E: 107 / 15 , Gen_loss: -0.33311695 MI_loss: 20.36594 Detection error: 0.013858795166015625 time: 0:33:41.559088
- B/E: 108 / 15 , Gen_loss: -0.32565486 MI_loss: 19.889412 Detection error: 0.013863801956176758 time: 0:33:42.340929
- B/E: 109 / 15 , Gen_loss: -0.33055413 MI_loss: 20.248245 Detection error: 0.013855993747711182 time: 0:33:43.091208
- B/E: 110 / 15 , Gen_loss: -0.3317718 MI_loss: 20.284563 Detection error: 0.013844847679138184 time: 0:33:43.916707
- B/E: 111 / 15 , Gen_loss: -0.3362254 MI_loss: 20.503384 Detection error: 0.013834834098815918 time: 0:33:44.773685
- B/E: 112 / 15 , Gen_loss: -0.33222082 MI_loss: 20.177942 Detection error: 0.013834595680236816 time: 0:33:45.626913
- B/E: 113 / 15 , Gen_loss: -0.32649243 MI_loss: 20.000664 Detection error: 0.01383829116821289 time: 0:33:46.482286
- B/E: 114 / 15 , Gen_loss: -0.33025002 MI_loss: 20.156315 Detection error: 0.013838589191436768 time: 0:33:47.362719
- B/E: 115 / 15 , Gen_loss: -0.33051553 MI_loss: 20.166462 Detection error: 0.013839423656463623 time: 0:33:48.221912
- B/E: 116 / 15 , Gen_loss: -0.32873148 MI_loss: 20.16641 Detection error: 0.0138397216796875 time: 0:33:49.166791
- B/E: 117 / 15 , Gen_loss: -0.33581036 MI_loss: 20.378954 Detection error: 0.013843238353729248 time: 0:33:50.024078
- B/E: 118 / 15 , Gen_loss: -0.3200762 MI_loss: 19.528301 Detection error: 0.013831138610839844 time: 0:33:50.880836
- B/E: 119 / 15 , Gen_loss: -0.33727637 MI_loss: 20.562927 Detection error: 0.013828933238983154 time: 0:33:51.737127
- B/E: 120 / 15 , Gen_loss: -0.3299335 MI_loss: 20.100697 Detection error: 0.013821005821228027 time: 0:33:52.599314
- B/E: 121 / 15 , Gen_loss: -0.33689433 MI_loss: 20.620743 Detection error: 0.013824522495269775 time: 0:33:53.380025
- B/E: 122 / 15 , Gen_loss: -0.32086182 MI_loss: 19.539946 Detection error: 0.013814806938171387 time: 0:33:54.127849
- B/E: 123 / 15 , Gen_loss: -0.33174005 MI_loss: 20.190132 Detection error: 0.013807952404022217 time: 0:33:54.874311
- B/E: 124 / 15 , Gen_loss: -0.34084108 MI_loss: 20.667387 Detection error: 0.013811767101287842 time: 0:33:55.622826
- B/E: 125 / 15 , Gen_loss: -0.33674195 MI_loss: 20.665981 Detection error: 0.013818919658660889 time: 0:33:56.440207
- B/E: 126 / 15 , Gen_loss: -0.33113423 MI_loss: 20.324368 Detection error: 0.013825297355651855 time: 0:33:57.297084
- B/E: 127 / 15 , Gen_loss: -0.34562775 MI_loss: 21.09396 Detection error: 0.013816893100738525 time: 0:33:58.152786
- B/E: 128 / 15 , Gen_loss: -0.3358699 MI_loss: 20.64825 Detection error: 0.013819515705108643 time: 0:33:59.008051
- B/E: 129 / 15 , Gen_loss: -0.33127213 MI_loss: 20.298456 Detection error: 0.013828635215759277 time: 0:33:59.882676
- B/E: 130 / 15 , Gen_loss: -0.3338402 MI_loss: 20.280653 Detection error: 0.013830602169036865 time: 0:34:00.738139
- B/E: 131 / 15 , Gen_loss: -0.32475364 MI_loss: 19.709328 Detection error: 0.01383119821548462 time: 0:34:01.591490
- B/E: 132 / 15 , Gen_loss: -0.33421126 MI_loss: 20.371727 Detection error: 0.013829171657562256 time: 0:34:02.545044
- B/E: 133 / 15 , Gen_loss: -0.33920515 MI_loss: 20.745956 Detection error: 0.01383066177368164 time: 0:34:03.399147
- B/E: 134 / 15 , Gen_loss: -0.3323421 MI_loss: 20.449999 Detection error: 0.013832390308380127 time: 0:34:04.256874
- B/E: 135 / 15 , Gen_loss: -0.3374682 MI_loss: 20.34179 Detection error: 0.013822853565216064 time: 0:34:05.055949
- B/E: 136 / 15 , Gen_loss: -0.33335888 MI_loss: 20.342094 Detection error: 0.013828933238983154 time: 0:34:05.901389
- B/E: 137 / 15 , Gen_loss: -0.331884 MI_loss: 20.11744 Detection error: 0.013829469680786133 time: 0:34:06.754185
- B/E: 138 / 15 , Gen_loss: -0.3318265 MI_loss: 20.2498 Detection error: 0.013828694820404053 time: 0:34:07.606909
- B/E: 139 / 15 , Gen_loss: -0.332877 MI_loss: 20.279266 Detection error: 0.013831019401550293 time: 0:34:08.461640
- B/E: 140 / 15 , Gen_loss: -0.32313198 MI_loss: 19.776596 Detection error: 0.013827145099639893 time: 0:34:09.314979
- B/E: 141 / 15 , Gen_loss: -0.3261527 MI_loss: 19.779812 Detection error: 0.013820886611938477 time: 0:34:10.168871
- B/E: 142 / 15 , Gen_loss: -0.33795786 MI_loss: 20.587524 Detection error: 0.01381772756576538 time: 0:34:11.051977
- B/E: 143 / 15 , Gen_loss: -0.334328 MI_loss: 20.407734 Detection error: 0.013819217681884766 time: 0:34:11.908447
- B/E: 144 / 15 , Gen_loss: -0.33421475 MI_loss: 20.294813 Detection error: 0.01381915807723999 time: 0:34:12.761906
- B/E: 145 / 15 , Gen_loss: -0.32395464 MI_loss: 19.752619 Detection error: 0.013821065425872803 time: 0:34:13.615483
- B/E: 146 / 15 , Gen_loss: -0.33455628 MI_loss: 20.223106 Detection error: 0.013820171356201172 time: 0:34:14.471320
- B/E: 147 / 15 , Gen_loss: -0.32561374 MI_loss: 19.90099 Detection error: 0.013822436332702637 time: 0:34:15.325603
- B/E: 148 / 15 , Gen_loss: -0.34100723 MI_loss: 20.803484 Detection error: 0.0138167142868042 time: 0:34:16.270823
- B/E: 149 / 15 , Gen_loss: -0.3313676 MI_loss: 20.24168 Detection error: 0.013818979263305664 time: 0:34:17.126754
-
- Test Loss: 13.954275 Test Error: 0.013133347034454346
- -----
- EPOCH: 16
- B/E: 0 / 16 , Gen_loss: -0.33246198 MI_loss: 20.178879 Detection error: 0.013999998569488525 time: 0:34:19.130801
- B/E: 1 / 16 , Gen_loss: -0.18651834 MI_loss: 12.296324 Detection error: 0.019640624523162842 time: 0:34:22.457035
- B/E: 2 / 16 , Gen_loss: -0.30752787 MI_loss: 18.536259 Detection error: 0.017604172229766846 time: 0:34:23.259021
- B/E: 3 / 16 , Gen_loss: -0.2983611 MI_loss: 18.239141 Detection error: 0.017468750476837158 time: 0:34:24.045394
- B/E: 4 / 16 , Gen_loss: -0.27912056 MI_loss: 17.212841 Detection error: 0.017274975776672363 time: 0:34:24.827259
- B/E: 5 / 16 , Gen_loss: -0.29249927 MI_loss: 18.225813 Detection error: 0.016760408878326416 time: 0:34:25.667382
- B/E: 6 / 16 , Gen_loss: -0.29479203 MI_loss: 18.050785 Detection error: 0.016357123851776123 time: 0:34:26.520991
- B/E: 7 / 16 , Gen_loss: -0.30424574 MI_loss: 18.830593 Detection error: 0.01620703935623169 time: 0:34:27.398354
- B/E: 8 / 16 , Gen_loss: -0.30353656 MI_loss: 18.717306 Detection error: 0.015920162200927734 time: 0:34:28.255156
- B/E: 9 / 16 , Gen_loss: -0.30231944 MI_loss: 18.499893 Detection error: 0.015637516975402832 time: 0:34:29.108008
- B/E: 10 / 16 , Gen_loss: -0.30734533 MI_loss: 18.884495 Detection error: 0.015477299690246582 time: 0:34:30.050630
- B/E: 11 / 16 , Gen_loss: -0.31673998 MI_loss: 19.317596 Detection error: 0.015348970890045166 time: 0:34:30.903356
- B/E: 12 / 16 , Gen_loss: -0.32592788 MI_loss: 19.89594 Detection error: 0.015235602855682373 time: 0:34:31.756460
- B/E: 13 / 16 , Gen_loss: -0.3207147 MI_loss: 19.496225 Detection error: 0.015082597732543945 time: 0:34:32.610577
- B/E: 14 / 16 , Gen_loss: -0.32804018 MI_loss: 19.951244 Detection error: 0.014908313751220703 time: 0:34:33.466202
- B/E: 15 / 16 , Gen_loss: -0.32616705 MI_loss: 19.823435 Detection error: 0.014800786972045898 time: 0:34:34.319866
- B/E: 16 / 16 , Gen_loss: -0.31670266 MI_loss: 19.156229 Detection error: 0.014716923236846924 time: 0:34:35.200022
- B/E: 17 / 16 , Gen_loss: -0.31932586 MI_loss: 19.350054 Detection error: 0.014586806297302246 time: 0:34:35.984134
- B/E: 18 / 16 , Gen_loss: -0.3314375 MI_loss: 19.960766 Detection error: 0.01445227861404419 time: 0:34:36.730815
- B/E: 19 / 16 , Gen_loss: -0.32376242 MI_loss: 19.784485 Detection error: 0.014393746852874756 time: 0:34:37.478279
- B/E: 20 / 16 , Gen_loss: -0.32622817 MI_loss: 19.680424 Detection error: 0.01433628797531128 time: 0:34:38.242939
- B/E: 21 / 16 , Gen_loss: -0.31749982 MI_loss: 19.325846 Detection error: 0.014326691627502441 time: 0:34:38.998084
- B/E: 22 / 16 , Gen_loss: -0.3313075 MI_loss: 20.165037 Detection error: 0.01426088809967041 time: 0:34:39.745178
- B/E: 23 / 16 , Gen_loss: -0.32164428 MI_loss: 19.494818 Detection error: 0.014216125011444092 time: 0:34:40.505173
- B/E: 24 / 16 , Gen_loss: -0.32097948 MI_loss: 19.392859 Detection error: 0.014198720455169678 time: 0:34:41.349177
- B/E: 25 / 16 , Gen_loss: -0.32433894 MI_loss: 19.657448 Detection error: 0.014159858226776123 time: 0:34:42.301165
- B/E: 26 / 16 , Gen_loss: -0.32346 MI_loss: 19.812704 Detection error: 0.014193296432495117 time: 0:34:43.157921
- B/E: 27 / 16 , Gen_loss: -0.3386541 MI_loss: 20.659096 Detection error: 0.014172971248626709 time: 0:34:44.014656
- B/E: 28 / 16 , Gen_loss: -0.32235208 MI_loss: 19.769579 Detection error: 0.014163792133331299 time: 0:34:44.870891
- B/E: 29 / 16 , Gen_loss: -0.3198398 MI_loss: 19.644556 Detection error: 0.014163553714752197 time: 0:34:45.726777
- B/E: 30 / 16 , Gen_loss: -0.33269382 MI_loss: 20.204523 Detection error: 0.0141068696975708 time: 0:34:46.580686
- B/E: 31 / 16 , Gen_loss: -0.3287065 MI_loss: 20.055422 Detection error: 0.014047861099243164 time: 0:34:47.437950
- B/E: 32 / 16 , Gen_loss: -0.31682527 MI_loss: 19.35628 Detection error: 0.014033138751983643 time: 0:34:48.294020
- B/E: 33 / 16 , Gen_loss: -0.32968158 MI_loss: 19.939238 Detection error: 0.014000892639160156 time: 0:34:49.147036
- B/E: 34 / 16 , Gen_loss: -0.32656002 MI_loss: 20.007692 Detection error: 0.013996422290802002 time: 0:34:50.005621
- B/E: 35 / 16 , Gen_loss: -0.33695266 MI_loss: 20.625437 Detection error: 0.013957440853118896 time: 0:34:50.869525
- B/E: 36 / 16 , Gen_loss: -0.33973286 MI_loss: 20.588848 Detection error: 0.013911306858062744 time: 0:34:51.723604
- B/E: 37 / 16 , Gen_loss: -0.33876863 MI_loss: 20.658783 Detection error: 0.013907909393310547 time: 0:34:52.578063
- B/E: 38 / 16 , Gen_loss: -0.32490623 MI_loss: 19.879782 Detection error: 0.0139198899269104 time: 0:34:53.431898
- B/E: 39 / 16 , Gen_loss: -0.33146644 MI_loss: 20.12041 Detection error: 0.013870298862457275 time: 0:34:54.285233
- B/E: 40 / 16 , Gen_loss: -0.32967973 MI_loss: 20.0304 Detection error: 0.013856709003448486 time: 0:34:55.150247
- B/E: 41 / 16 , Gen_loss: -0.33610955 MI_loss: 20.63266 Detection error: 0.013848185539245605 time: 0:34:56.094105
- B/E: 42 / 16 , Gen_loss: -0.33605495 MI_loss: 20.39477 Detection error: 0.013824105262756348 time: 0:34:56.952603
- B/E: 43 / 16 , Gen_loss: -0.33347267 MI_loss: 20.181992 Detection error: 0.013802528381347656 time: 0:34:57.815393
- B/E: 44 / 16 , Gen_loss: -0.32355374 MI_loss: 19.613165 Detection error: 0.013811826705932617 time: 0:34:58.681192
- B/E: 45 / 16 , Gen_loss: -0.3291428 MI_loss: 20.1418 Detection error: 0.013830840587615967 time: 0:34:59.539565
- B/E: 46 / 16 , Gen_loss: -0.32947704 MI_loss: 20.117386 Detection error: 0.013831138610839844 time: 0:35:00.399451
- B/E: 47 / 16 , Gen_loss: -0.33271953 MI_loss: 20.22176 Detection error: 0.013826191425323486 time: 0:35:01.257979
- B/E: 48 / 16 , Gen_loss: -0.33453816 MI_loss: 20.384964 Detection error: 0.013830363750457764 time: 0:35:02.125040
- B/E: 49 / 16 , Gen_loss: -0.3185585 MI_loss: 19.516798 Detection error: 0.013829350471496582 time: 0:35:03.005379
- B/E: 50 / 16 , Gen_loss: -0.34517357 MI_loss: 20.967625 Detection error: 0.01383209228515625 time: 0:35:03.870985
- B/E: 51 / 16 , Gen_loss: -0.33132312 MI_loss: 20.280994 Detection error: 0.013826310634613037 time: 0:35:04.744606
- B/E: 52 / 16 , Gen_loss: -0.33865452 MI_loss: 20.616903 Detection error: 0.01380246877670288 time: 0:35:05.604980
- B/E: 53 / 16 , Gen_loss: -0.33384597 MI_loss: 20.400627 Detection error: 0.013801515102386475 time: 0:35:06.481162
- B/E: 54 / 16 , Gen_loss: -0.32755938 MI_loss: 19.952576 Detection error: 0.013782382011413574 time: 0:35:07.335653
- B/E: 55 / 16 , Gen_loss: -0.3283897 MI_loss: 20.096752 Detection error: 0.013770639896392822 time: 0:35:08.192436
- B/E: 56 / 16 , Gen_loss: -0.32948577 MI_loss: 20.003672 Detection error: 0.013743996620178223 time: 0:35:09.047563
- B/E: 57 / 16 , Gen_loss: -0.33388674 MI_loss: 20.326843 Detection error: 0.013732731342315674 time: 0:35:10.002882
- B/E: 58 / 16 , Gen_loss: -0.3328464 MI_loss: 20.394539 Detection error: 0.01372826099395752 time: 0:35:10.862613
- B/E: 59 / 16 , Gen_loss: -0.32961664 MI_loss: 20.135757 Detection error: 0.013738512992858887 time: 0:35:11.719899
- B/E: 60 / 16 , Gen_loss: -0.33517122 MI_loss: 20.53595 Detection error: 0.01374131441116333 time: 0:35:12.574308
- B/E: 61 / 16 , Gen_loss: -0.332975 MI_loss: 20.356936 Detection error: 0.013708651065826416 time: 0:35:13.392073
- B/E: 62 / 16 , Gen_loss: -0.3299638 MI_loss: 20.151472 Detection error: 0.013712286949157715 time: 0:35:14.161900
- B/E: 63 / 16 , Gen_loss: -0.3374459 MI_loss: 20.645687 Detection error: 0.013719260692596436 time: 0:35:14.910708
- B/E: 64 / 16 , Gen_loss: -0.33396158 MI_loss: 20.368652 Detection error: 0.013725459575653076 time: 0:35:15.660341
- B/E: 65 / 16 , Gen_loss: -0.3335983 MI_loss: 20.336496 Detection error: 0.013711631298065186 time: 0:35:16.502662
- B/E: 66 / 16 , Gen_loss: -0.3350208 MI_loss: 20.514505 Detection error: 0.013708949089050293 time: 0:35:17.379181
- B/E: 67 / 16 , Gen_loss: -0.34772032 MI_loss: 21.021286 Detection error: 0.01368337869644165 time: 0:35:18.237981
- B/E: 68 / 16 , Gen_loss: -0.32957286 MI_loss: 20.003117 Detection error: 0.013693392276763916 time: 0:35:19.092352
- B/E: 69 / 16 , Gen_loss: -0.3346972 MI_loss: 20.513996 Detection error: 0.01369553804397583 time: 0:35:19.947507
- B/E: 70 / 16 , Gen_loss: -0.34147042 MI_loss: 20.722351 Detection error: 0.013692319393157959 time: 0:35:20.803102
- B/E: 71 / 16 , Gen_loss: -0.33413333 MI_loss: 20.243114 Detection error: 0.013683140277862549 time: 0:35:21.656474
- B/E: 72 / 16 , Gen_loss: -0.33713606 MI_loss: 20.5016 Detection error: 0.01368105411529541 time: 0:35:22.514716
- B/E: 73 / 16 , Gen_loss: -0.33747405 MI_loss: 20.636131 Detection error: 0.013671875 time: 0:35:23.449090
- B/E: 74 / 16 , Gen_loss: -0.32691553 MI_loss: 20.055614 Detection error: 0.013665854930877686 time: 0:35:24.303427
- B/E: 75 / 16 , Gen_loss: -0.3231551 MI_loss: 19.664043 Detection error: 0.013654172420501709 time: 0:35:25.157386
- B/E: 76 / 16 , Gen_loss: -0.3337655 MI_loss: 20.314085 Detection error: 0.013656258583068848 time: 0:35:26.016624
- B/E: 77 / 16 , Gen_loss: -0.33179262 MI_loss: 20.170635 Detection error: 0.013651430606842041 time: 0:35:26.875163
- B/E: 78 / 16 , Gen_loss: -0.3322598 MI_loss: 20.27169 Detection error: 0.013657033443450928 time: 0:35:27.643351
- B/E: 79 / 16 , Gen_loss: -0.33160627 MI_loss: 20.18474 Detection error: 0.01365351676940918 time: 0:35:28.430037
- B/E: 80 / 16 , Gen_loss: -0.33023497 MI_loss: 20.062325 Detection error: 0.013647735118865967 time: 0:35:29.181426
- B/E: 81 / 16 , Gen_loss: -0.32789153 MI_loss: 19.990427 Detection error: 0.013641357421875 time: 0:35:29.932412
- B/E: 82 / 16 , Gen_loss: -0.33708528 MI_loss: 20.438894 Detection error: 0.013637423515319824 time: 0:35:30.682904
- B/E: 83 / 16 , Gen_loss: -0.3326295 MI_loss: 20.285847 Detection error: 0.013635039329528809 time: 0:35:31.431788
- B/E: 84 / 16 , Gen_loss: -0.3324344 MI_loss: 20.270441 Detection error: 0.013632357120513916 time: 0:35:32.178458
- B/E: 85 / 16 , Gen_loss: -0.33765635 MI_loss: 20.57591 Detection error: 0.013616979122161865 time: 0:35:32.952011
- B/E: 86 / 16 , Gen_loss: -0.32295108 MI_loss: 19.553814 Detection error: 0.013616740703582764 time: 0:35:33.803344
- B/E: 87 / 16 , Gen_loss: -0.3294149 MI_loss: 20.010859 Detection error: 0.013596594333648682 time: 0:35:34.665763
- B/E: 88 / 16 , Gen_loss: -0.33024278 MI_loss: 20.04328 Detection error: 0.013584613800048828 time: 0:35:35.524321
- B/E: 89 / 16 , Gen_loss: -0.334336 MI_loss: 20.48731 Detection error: 0.01358717679977417 time: 0:35:36.468668
- B/E: 90 / 16 , Gen_loss: -0.33240876 MI_loss: 20.182161 Detection error: 0.013581037521362305 time: 0:35:37.329212
- B/E: 91 / 16 , Gen_loss: -0.32685235 MI_loss: 20.077332 Detection error: 0.01358795166015625 time: 0:35:38.207619
- B/E: 92 / 16 , Gen_loss: -0.32689452 MI_loss: 19.815395 Detection error: 0.01357358694076538 time: 0:35:39.064232
- B/E: 93 / 16 , Gen_loss: -0.32887924 MI_loss: 20.215233 Detection error: 0.013576149940490723 time: 0:35:39.920723
- B/E: 94 / 16 , Gen_loss: -0.32427767 MI_loss: 19.804224 Detection error: 0.01358950138092041 time: 0:35:40.775359
- B/E: 95 / 16 , Gen_loss: -0.34305835 MI_loss: 20.874453 Detection error: 0.01358950138092041 time: 0:35:41.683712
- B/E: 96 / 16 , Gen_loss: -0.3367177 MI_loss: 20.487267 Detection error: 0.013587653636932373 time: 0:35:42.603585
- B/E: 97 / 16 , Gen_loss: -0.33824146 MI_loss: 20.609938 Detection error: 0.01358097791671753 time: 0:35:43.504904
- B/E: 98 / 16 , Gen_loss: -0.33810768 MI_loss: 20.540455 Detection error: 0.013565361499786377 time: 0:35:44.404204
- B/E: 99 / 16 , Gen_loss: -0.33737147 MI_loss: 20.38656 Detection error: 0.013562798500061035 time: 0:35:45.266259
- B/E: 100 / 16 , Gen_loss: -0.33445033 MI_loss: 20.44254 Detection error: 0.013563454151153564 time: 0:35:46.130276
- B/E: 101 / 16 , Gen_loss: -0.32396907 MI_loss: 19.832619 Detection error: 0.013566195964813232 time: 0:35:46.989817
- B/E: 102 / 16 , Gen_loss: -0.32720232 MI_loss: 20.026608 Detection error: 0.01357036828994751 time: 0:35:47.848439
- B/E: 103 / 16 , Gen_loss: -0.33137658 MI_loss: 20.258673 Detection error: 0.013570308685302734 time: 0:35:48.708358
- B/E: 104 / 16 , Gen_loss: -0.32187128 MI_loss: 19.743587 Detection error: 0.013572335243225098 time: 0:35:49.570200
- B/E: 105 / 16 , Gen_loss: -0.32961795 MI_loss: 20.099096 Detection error: 0.013563096523284912 time: 0:35:50.529187
- B/E: 106 / 16 , Gen_loss: -0.32750398 MI_loss: 20.100142 Detection error: 0.013560175895690918 time: 0:35:51.388510
- B/E: 107 / 16 , Gen_loss: -0.3341292 MI_loss: 20.282547 Detection error: 0.013554692268371582 time: 0:35:52.246009
- B/E: 108 / 16 , Gen_loss: -0.3329664 MI_loss: 20.358078 Detection error: 0.013560771942138672 time: 0:35:53.106165
- B/E: 109 / 16 , Gen_loss: -0.3383302 MI_loss: 20.646862 Detection error: 0.013557374477386475 time: 0:35:53.969293
- B/E: 110 / 16 , Gen_loss: -0.34051445 MI_loss: 20.519426 Detection error: 0.013538837432861328 time: 0:35:54.828955
- B/E: 111 / 16 , Gen_loss: -0.33721554 MI_loss: 20.549273 Detection error: 0.01354074478149414 time: 0:35:55.689135
- B/E: 112 / 16 , Gen_loss: -0.33071312 MI_loss: 20.189957 Detection error: 0.013535678386688232 time: 0:35:56.546549
- B/E: 113 / 16 , Gen_loss: -0.32920912 MI_loss: 20.16926 Detection error: 0.013538122177124023 time: 0:35:57.409493
- B/E: 114 / 16 , Gen_loss: -0.33492166 MI_loss: 20.513407 Detection error: 0.01353996992111206 time: 0:35:58.274295
- B/E: 115 / 16 , Gen_loss: -0.3473861 MI_loss: 21.053864 Detection error: 0.013541221618652344 time: 0:35:59.131336
- B/E: 116 / 16 , Gen_loss: -0.3324957 MI_loss: 20.33757 Detection error: 0.013542711734771729 time: 0:35:59.988249
- B/E: 117 / 16 , Gen_loss: -0.32885113 MI_loss: 20.050737 Detection error: 0.013546586036682129 time: 0:36:00.846719
- B/E: 118 / 16 , Gen_loss: -0.33742848 MI_loss: 20.40165 Detection error: 0.013537287712097168 time: 0:36:01.707978
- B/E: 119 / 16 , Gen_loss: -0.334127 MI_loss: 20.326439 Detection error: 0.01353907585144043 time: 0:36:02.564524
- B/E: 120 / 16 , Gen_loss: -0.32763085 MI_loss: 20.020699 Detection error: 0.013531744480133057 time: 0:36:03.425865
- B/E: 121 / 16 , Gen_loss: -0.331819 MI_loss: 20.4104 Detection error: 0.01353532075881958 time: 0:36:04.372575
- B/E: 122 / 16 , Gen_loss: -0.328788 MI_loss: 19.900566 Detection error: 0.013527452945709229 time: 0:36:05.266386
- B/E: 123 / 16 , Gen_loss: -0.33504298 MI_loss: 20.431328 Detection error: 0.013517618179321289 time: 0:36:06.123222
- B/E: 124 / 16 , Gen_loss: -0.33599025 MI_loss: 20.484337 Detection error: 0.013524472713470459 time: 0:36:06.978222
- B/E: 125 / 16 , Gen_loss: -0.32452893 MI_loss: 19.801867 Detection error: 0.01352602243423462 time: 0:36:07.831775
- B/E: 126 / 16 , Gen_loss: -0.32467204 MI_loss: 19.921337 Detection error: 0.013533234596252441 time: 0:36:08.687564
- B/E: 127 / 16 , Gen_loss: -0.32567436 MI_loss: 19.910292 Detection error: 0.01352757215499878 time: 0:36:09.576013
- B/E: 128 / 16 , Gen_loss: -0.32995623 MI_loss: 20.242811 Detection error: 0.013529539108276367 time: 0:36:10.429958
- B/E: 129 / 16 , Gen_loss: -0.3421789 MI_loss: 20.804836 Detection error: 0.01353222131729126 time: 0:36:11.290070
- B/E: 130 / 16 , Gen_loss: -0.33016014 MI_loss: 20.210596 Detection error: 0.013538658618927002 time: 0:36:12.146778
- B/E: 131 / 16 , Gen_loss: -0.32658023 MI_loss: 19.908848 Detection error: 0.013538837432861328 time: 0:36:13.002466
- B/E: 132 / 16 , Gen_loss: -0.3281225 MI_loss: 19.956245 Detection error: 0.013531267642974854 time: 0:36:13.878058
- B/E: 133 / 16 , Gen_loss: -0.3297368 MI_loss: 20.105585 Detection error: 0.013538002967834473 time: 0:36:14.734158
- B/E: 134 / 16 , Gen_loss: -0.33514282 MI_loss: 20.609499 Detection error: 0.013539791107177734 time: 0:36:15.594955
- B/E: 135 / 16 , Gen_loss: -0.34192434 MI_loss: 20.936169 Detection error: 0.013532638549804688 time: 0:36:16.461043
- B/E: 136 / 16 , Gen_loss: -0.34488747 MI_loss: 20.994656 Detection error: 0.013534009456634521 time: 0:36:17.316563
- B/E: 137 / 16 , Gen_loss: -0.33521304 MI_loss: 20.56396 Detection error: 0.013535082340240479 time: 0:36:18.269869
- B/E: 138 / 16 , Gen_loss: -0.33620617 MI_loss: 20.5416 Detection error: 0.013536632061004639 time: 0:36:19.141061
- B/E: 139 / 16 , Gen_loss: -0.33713767 MI_loss: 20.487503 Detection error: 0.013539314270019531 time: 0:36:19.994841
- B/E: 140 / 16 , Gen_loss: -0.3465982 MI_loss: 21.08853 Detection error: 0.01353389024734497 time: 0:36:20.850011
- B/E: 141 / 16 , Gen_loss: -0.33766884 MI_loss: 20.616526 Detection error: 0.01353234052658081 time: 0:36:21.706055
- B/E: 142 / 16 , Gen_loss: -0.33563185 MI_loss: 20.398327 Detection error: 0.013529479503631592 time: 0:36:22.563759
- B/E: 143 / 16 , Gen_loss: -0.33791208 MI_loss: 20.67171 Detection error: 0.013533830642700195 time: 0:36:23.421223
- B/E: 144 / 16 , Gen_loss: -0.3328905 MI_loss: 20.174595 Detection error: 0.013532757759094238 time: 0:36:24.277988
- B/E: 145 / 16 , Gen_loss: -0.3276409 MI_loss: 20.037243 Detection error: 0.01352912187576294 time: 0:36:25.139272
- B/E: 146 / 16 , Gen_loss: -0.33173794 MI_loss: 20.20665 Detection error: 0.013532936573028564 time: 0:36:25.996792
- B/E: 147 / 16 , Gen_loss: -0.33479926 MI_loss: 20.453232 Detection error: 0.013532519340515137 time: 0:36:26.777095
- B/E: 148 / 16 , Gen_loss: -0.33380553 MI_loss: 20.242748 Detection error: 0.013527274131774902 time: 0:36:27.615577
- B/E: 149 / 16 , Gen_loss: -0.34381256 MI_loss: 21.03775 Detection error: 0.01352626085281372 time: 0:36:28.476560
-
- Test Loss: 13.835575 Test Error: 0.01305001974105835
- -----
- EPOCH: 17
- B/E: 0 / 17 , Gen_loss: -0.3379295 MI_loss: 20.637905 Detection error: 0.014093756675720215 time: 0:36:30.517430
- B/E: 1 / 17 , Gen_loss: -0.2199507 MI_loss: 14.027214 Detection error: 0.019515633583068848 time: 0:36:33.923313
- B/E: 2 / 17 , Gen_loss: -0.30424583 MI_loss: 18.427645 Detection error: 0.017322897911071777 time: 0:36:34.887140
- B/E: 3 / 17 , Gen_loss: -0.2971867 MI_loss: 18.070919 Detection error: 0.01705467700958252 time: 0:36:35.754623
- B/E: 4 / 17 , Gen_loss: -0.29579896 MI_loss: 18.350536 Detection error: 0.017024993896484375 time: 0:36:36.644808
- B/E: 5 / 17 , Gen_loss: -0.3019629 MI_loss: 18.666225 Detection error: 0.01641148328781128 time: 0:36:37.513224
- B/E: 6 / 17 , Gen_loss: -0.29936725 MI_loss: 18.395056 Detection error: 0.016125023365020752 time: 0:36:38.371841
- B/E: 7 / 17 , Gen_loss: -0.30807248 MI_loss: 18.89063 Detection error: 0.016011714935302734 time: 0:36:39.154618
- B/E: 8 / 17 , Gen_loss: -0.30933014 MI_loss: 18.759846 Detection error: 0.015663206577301025 time: 0:36:39.903815
- B/E: 9 / 17 , Gen_loss: -0.31778935 MI_loss: 19.316816 Detection error: 0.0153999924659729 time: 0:36:40.692639
- B/E: 10 / 17 , Gen_loss: -0.31535628 MI_loss: 19.200626 Detection error: 0.015230119228363037 time: 0:36:41.437852
- B/E: 11 / 17 , Gen_loss: -0.31564337 MI_loss: 19.19013 Detection error: 0.015111982822418213 time: 0:36:42.185419
- B/E: 12 / 17 , Gen_loss: -0.32055232 MI_loss: 19.46763 Detection error: 0.01496875286102295 time: 0:36:42.934409
- B/E: 13 / 17 , Gen_loss: -0.31555417 MI_loss: 19.227228 Detection error: 0.014801323413848877 time: 0:36:43.762439
- B/E: 14 / 17 , Gen_loss: -0.3195836 MI_loss: 19.380981 Detection error: 0.014668762683868408 time: 0:36:44.617464
- B/E: 15 / 17 , Gen_loss: -0.32463148 MI_loss: 19.7558 Detection error: 0.014562487602233887 time: 0:36:45.469967
- B/E: 16 / 17 , Gen_loss: -0.320712 MI_loss: 19.36694 Detection error: 0.014463245868682861 time: 0:36:46.324340
- B/E: 17 / 17 , Gen_loss: -0.31393716 MI_loss: 19.15336 Detection error: 0.01434546709060669 time: 0:36:47.176781
- B/E: 18 / 17 , Gen_loss: -0.316135 MI_loss: 19.34227 Detection error: 0.014248371124267578 time: 0:36:48.129194
- B/E: 19 / 17 , Gen_loss: -0.31599128 MI_loss: 19.449562 Detection error: 0.014173448085784912 time: 0:36:48.988544
- B/E: 20 / 17 , Gen_loss: -0.3366362 MI_loss: 20.33585 Detection error: 0.014096736907958984 time: 0:36:49.842336
- B/E: 21 / 17 , Gen_loss: -0.31777123 MI_loss: 19.35577 Detection error: 0.014107942581176758 time: 0:36:50.696639
- B/E: 22 / 17 , Gen_loss: -0.33003148 MI_loss: 19.96524 Detection error: 0.014040768146514893 time: 0:36:51.551420
- B/E: 23 / 17 , Gen_loss: -0.32968715 MI_loss: 20.027323 Detection error: 0.014011740684509277 time: 0:36:52.407861
- B/E: 24 / 17 , Gen_loss: -0.34034938 MI_loss: 20.68837 Detection error: 0.013975024223327637 time: 0:36:53.263822
- B/E: 25 / 17 , Gen_loss: -0.32918665 MI_loss: 19.959377 Detection error: 0.013930261135101318 time: 0:36:54.119515
- B/E: 26 / 17 , Gen_loss: -0.33062896 MI_loss: 20.356533 Detection error: 0.013934016227722168 time: 0:36:54.980338
- B/E: 27 / 17 , Gen_loss: -0.34767857 MI_loss: 21.243877 Detection error: 0.013939738273620605 time: 0:36:55.834046
- B/E: 28 / 17 , Gen_loss: -0.32844234 MI_loss: 20.113232 Detection error: 0.013917028903961182 time: 0:36:56.691516
- B/E: 29 / 17 , Gen_loss: -0.337179 MI_loss: 20.469532 Detection error: 0.013909399509429932 time: 0:36:57.455321
- B/E: 30 / 17 , Gen_loss: -0.32679793 MI_loss: 19.883883 Detection error: 0.01384878158569336 time: 0:36:58.229944
- B/E: 31 / 17 , Gen_loss: -0.3340819 MI_loss: 20.249933 Detection error: 0.013808608055114746 time: 0:36:59.085022
- B/E: 32 / 17 , Gen_loss: -0.33547658 MI_loss: 20.531391 Detection error: 0.013781249523162842 time: 0:36:59.839373
- B/E: 33 / 17 , Gen_loss: -0.32891092 MI_loss: 19.989662 Detection error: 0.01374906301498413 time: 0:37:00.682693
- B/E: 34 / 17 , Gen_loss: -0.3236905 MI_loss: 19.883205 Detection error: 0.013758063316345215 time: 0:37:01.537566
- B/E: 35 / 17 , Gen_loss: -0.33147153 MI_loss: 20.178858 Detection error: 0.013699650764465332 time: 0:37:02.393924
- B/E: 36 / 17 , Gen_loss: -0.3384822 MI_loss: 20.575628 Detection error: 0.013671457767486572 time: 0:37:03.250366
- B/E: 37 / 17 , Gen_loss: -0.33228412 MI_loss: 20.244066 Detection error: 0.013647198677062988 time: 0:37:04.127334
- B/E: 38 / 17 , Gen_loss: -0.33530864 MI_loss: 20.484097 Detection error: 0.013652265071868896 time: 0:37:04.991830
- B/E: 39 / 17 , Gen_loss: -0.33331078 MI_loss: 20.279863 Detection error: 0.013621091842651367 time: 0:37:05.849642
- B/E: 40 / 17 , Gen_loss: -0.33298275 MI_loss: 20.13566 Detection error: 0.013608992099761963 time: 0:37:06.703655
- B/E: 41 / 17 , Gen_loss: -0.32579958 MI_loss: 19.99859 Detection error: 0.013592243194580078 time: 0:37:07.565436
- B/E: 42 / 17 , Gen_loss: -0.32705668 MI_loss: 19.901653 Detection error: 0.013569056987762451 time: 0:37:08.442854
- B/E: 43 / 17 , Gen_loss: -0.33473566 MI_loss: 20.252705 Detection error: 0.013563930988311768 time: 0:37:09.297873
- B/E: 44 / 17 , Gen_loss: -0.3284899 MI_loss: 20.027073 Detection error: 0.013552069664001465 time: 0:37:10.157088
- B/E: 45 / 17 , Gen_loss: -0.3337426 MI_loss: 20.53587 Detection error: 0.013582229614257812 time: 0:37:11.015038
- B/E: 46 / 17 , Gen_loss: -0.3320668 MI_loss: 20.206226 Detection error: 0.013577103614807129 time: 0:37:11.883874
- B/E: 47 / 17 , Gen_loss: -0.33331457 MI_loss: 20.297434 Detection error: 0.013565123081207275 time: 0:37:12.632384
- B/E: 48 / 17 , Gen_loss: -0.3374152 MI_loss: 20.524624 Detection error: 0.01357269287109375 time: 0:37:13.487656
- B/E: 49 / 17 , Gen_loss: -0.332272 MI_loss: 20.286694 Detection error: 0.01357811689376831 time: 0:37:14.272096
- B/E: 50 / 17 , Gen_loss: -0.33358747 MI_loss: 20.370033 Detection error: 0.01358640193939209 time: 0:37:15.020986
- B/E: 51 / 17 , Gen_loss: -0.32962784 MI_loss: 20.198196 Detection error: 0.013587713241577148 time: 0:37:15.769012
- B/E: 52 / 17 , Gen_loss: -0.33442038 MI_loss: 20.264397 Detection error: 0.013561904430389404 time: 0:37:16.540539
- B/E: 53 / 17 , Gen_loss: -0.33893436 MI_loss: 20.617695 Detection error: 0.01356363296508789 time: 0:37:17.290523
- B/E: 54 / 17 , Gen_loss: -0.33978075 MI_loss: 20.614613 Detection error: 0.013533532619476318 time: 0:37:18.138660
- B/E: 55 / 17 , Gen_loss: -0.33560103 MI_loss: 20.424335 Detection error: 0.01352006196975708 time: 0:37:18.991383
- B/E: 56 / 17 , Gen_loss: -0.33886582 MI_loss: 20.66152 Detection error: 0.013499975204467773 time: 0:37:19.847793
- B/E: 57 / 17 , Gen_loss: -0.33719966 MI_loss: 20.588722 Detection error: 0.013487637042999268 time: 0:37:20.701211
- B/E: 58 / 17 , Gen_loss: -0.3405929 MI_loss: 20.720575 Detection error: 0.013466119766235352 time: 0:37:21.556535
- B/E: 59 / 17 , Gen_loss: -0.33691368 MI_loss: 20.558775 Detection error: 0.013483881950378418 time: 0:37:22.410091
- B/E: 60 / 17 , Gen_loss: -0.32743394 MI_loss: 20.002163 Detection error: 0.013478457927703857 time: 0:37:23.263690
- B/E: 61 / 17 , Gen_loss: -0.33115005 MI_loss: 20.228046 Detection error: 0.01345968246459961 time: 0:37:24.119734
- B/E: 62 / 17 , Gen_loss: -0.33728448 MI_loss: 20.624249 Detection error: 0.013461828231811523 time: 0:37:24.978742
- B/E: 63 / 17 , Gen_loss: -0.33768186 MI_loss: 20.632282 Detection error: 0.013463854789733887 time: 0:37:25.839166
- B/E: 64 / 17 , Gen_loss: -0.32795292 MI_loss: 20.12751 Detection error: 0.013465404510498047 time: 0:37:26.590191
- B/E: 65 / 17 , Gen_loss: -0.33210474 MI_loss: 20.216204 Detection error: 0.013458788394927979 time: 0:37:27.336188
- B/E: 66 / 17 , Gen_loss: -0.3397852 MI_loss: 20.768879 Detection error: 0.013448238372802734 time: 0:37:28.175202
- B/E: 67 / 17 , Gen_loss: -0.33644962 MI_loss: 20.440681 Detection error: 0.013432443141937256 time: 0:37:29.029231
- B/E: 68 / 17 , Gen_loss: -0.328732 MI_loss: 20.154987 Detection error: 0.01344156265258789 time: 0:37:29.884840
- B/E: 69 / 17 , Gen_loss: -0.33612332 MI_loss: 20.406677 Detection error: 0.013434827327728271 time: 0:37:30.741881
- B/E: 70 / 17 , Gen_loss: -0.32809824 MI_loss: 20.016735 Detection error: 0.013419032096862793 time: 0:37:31.603079
- B/E: 71 / 17 , Gen_loss: -0.32778436 MI_loss: 20.130169 Detection error: 0.013412296772003174 time: 0:37:32.457354
- B/E: 72 / 17 , Gen_loss: -0.33764875 MI_loss: 20.572111 Detection error: 0.013409674167633057 time: 0:37:33.312994
- B/E: 73 / 17 , Gen_loss: -0.3357708 MI_loss: 20.5526 Detection error: 0.013405382633209229 time: 0:37:34.168313
- B/E: 74 / 17 , Gen_loss: -0.34271562 MI_loss: 20.874681 Detection error: 0.013392508029937744 time: 0:37:35.023306
- B/E: 75 / 17 , Gen_loss: -0.33578116 MI_loss: 20.488522 Detection error: 0.013394713401794434 time: 0:37:35.882333
- B/E: 76 / 17 , Gen_loss: -0.34201762 MI_loss: 20.829514 Detection error: 0.013387978076934814 time: 0:37:36.737150
- B/E: 77 / 17 , Gen_loss: -0.32784307 MI_loss: 19.99669 Detection error: 0.013385415077209473 time: 0:37:37.589367
- B/E: 78 / 17 , Gen_loss: -0.32385382 MI_loss: 19.712393 Detection error: 0.013389647006988525 time: 0:37:38.443053
- B/E: 79 / 17 , Gen_loss: -0.3391519 MI_loss: 20.598055 Detection error: 0.01338869333267212 time: 0:37:39.410052
- B/E: 80 / 17 , Gen_loss: -0.33865106 MI_loss: 20.721054 Detection error: 0.013391196727752686 time: 0:37:40.266621
- B/E: 81 / 17 , Gen_loss: -0.33009514 MI_loss: 20.017332 Detection error: 0.013383746147155762 time: 0:37:41.121429
- B/E: 82 / 17 , Gen_loss: -0.34442022 MI_loss: 20.976078 Detection error: 0.01337653398513794 time: 0:37:41.976098
- B/E: 83 / 17 , Gen_loss: -0.33388296 MI_loss: 20.4361 Detection error: 0.013373136520385742 time: 0:37:42.848221
- B/E: 84 / 17 , Gen_loss: -0.32898927 MI_loss: 20.044863 Detection error: 0.0133705735206604 time: 0:37:43.709476
- B/E: 85 / 17 , Gen_loss: -0.33056244 MI_loss: 20.055187 Detection error: 0.013355016708374023 time: 0:37:44.567401
- B/E: 86 / 17 , Gen_loss: -0.33287823 MI_loss: 20.255463 Detection error: 0.013350188732147217 time: 0:37:45.426196
- B/E: 87 / 17 , Gen_loss: -0.33913678 MI_loss: 20.56052 Detection error: 0.013329565525054932 time: 0:37:46.284656
- B/E: 88 / 17 , Gen_loss: -0.33164892 MI_loss: 20.08819 Detection error: 0.013318836688995361 time: 0:37:47.163051
- B/E: 89 / 17 , Gen_loss: -0.33178842 MI_loss: 20.308914 Detection error: 0.013324320316314697 time: 0:37:48.019629
- B/E: 90 / 17 , Gen_loss: -0.33094501 MI_loss: 20.039413 Detection error: 0.013316631317138672 time: 0:37:48.875385
- B/E: 91 / 17 , Gen_loss: -0.33244798 MI_loss: 20.303888 Detection error: 0.01332235336303711 time: 0:37:49.730041
- B/E: 92 / 17 , Gen_loss: -0.32494578 MI_loss: 19.62459 Detection error: 0.013313531875610352 time: 0:37:50.584331
- B/E: 93 / 17 , Gen_loss: -0.334211 MI_loss: 20.452574 Detection error: 0.013318181037902832 time: 0:37:51.457494
- B/E: 94 / 17 , Gen_loss: -0.33154806 MI_loss: 20.41335 Detection error: 0.013330280780792236 time: 0:37:52.311847
- B/E: 95 / 17 , Gen_loss: -0.33026952 MI_loss: 20.137144 Detection error: 0.013334989547729492 time: 0:37:53.265782
- B/E: 96 / 17 , Gen_loss: -0.34204808 MI_loss: 20.781258 Detection error: 0.013332486152648926 time: 0:37:54.128248
- B/E: 97 / 17 , Gen_loss: -0.34127283 MI_loss: 20.812424 Detection error: 0.013328135013580322 time: 0:37:54.988427
- B/E: 98 / 17 , Gen_loss: -0.330101 MI_loss: 19.936266 Detection error: 0.013309001922607422 time: 0:37:55.849087
- B/E: 99 / 17 , Gen_loss: -0.3348844 MI_loss: 20.290892 Detection error: 0.01330876350402832 time: 0:37:56.704532
- B/E: 100 / 17 , Gen_loss: -0.33707035 MI_loss: 20.558008 Detection error: 0.013319313526153564 time: 0:37:57.560231
- B/E: 101 / 17 , Gen_loss: -0.33280265 MI_loss: 20.443703 Detection error: 0.013315260410308838 time: 0:37:58.419155
- B/E: 102 / 17 , Gen_loss: -0.3351904 MI_loss: 20.432823 Detection error: 0.013320386409759521 time: 0:37:59.280964
- B/E: 103 / 17 , Gen_loss: -0.33132946 MI_loss: 20.255486 Detection error: 0.013313710689544678 time: 0:38:00.137628
- B/E: 104 / 17 , Gen_loss: -0.33819172 MI_loss: 20.633308 Detection error: 0.01332557201385498 time: 0:38:00.993035
- B/E: 105 / 17 , Gen_loss: -0.33285737 MI_loss: 20.282454 Detection error: 0.013317525386810303 time: 0:38:01.848130
- B/E: 106 / 17 , Gen_loss: -0.33615994 MI_loss: 20.633987 Detection error: 0.01332181692123413 time: 0:38:02.704724
- B/E: 107 / 17 , Gen_loss: -0.32989654 MI_loss: 20.17929 Detection error: 0.013314545154571533 time: 0:38:03.560022
- B/E: 108 / 17 , Gen_loss: -0.3282105 MI_loss: 19.994589 Detection error: 0.013313353061676025 time: 0:38:04.416414
- B/E: 109 / 17 , Gen_loss: -0.3337165 MI_loss: 20.190464 Detection error: 0.013308823108673096 time: 0:38:05.269041
- B/E: 110 / 17 , Gen_loss: -0.3333482 MI_loss: 20.194023 Detection error: 0.013297319412231445 time: 0:38:06.123841
- B/E: 111 / 17 , Gen_loss: -0.33741438 MI_loss: 20.57742 Detection error: 0.013287127017974854 time: 0:38:07.075928
- B/E: 112 / 17 , Gen_loss: -0.33186975 MI_loss: 20.173717 Detection error: 0.013288438320159912 time: 0:38:07.934024
- B/E: 113 / 17 , Gen_loss: -0.329427 MI_loss: 20.093693 Detection error: 0.013289451599121094 time: 0:38:08.795136
- B/E: 114 / 17 , Gen_loss: -0.340637 MI_loss: 20.67899 Detection error: 0.01329106092453003 time: 0:38:09.677170
- B/E: 115 / 17 , Gen_loss: -0.33820873 MI_loss: 20.517271 Detection error: 0.013282597064971924 time: 0:38:10.558632
- B/E: 116 / 17 , Gen_loss: -0.33653733 MI_loss: 20.556297 Detection error: 0.01328122615814209 time: 0:38:11.417766
- B/E: 117 / 17 , Gen_loss: -0.3346456 MI_loss: 20.35173 Detection error: 0.013287603855133057 time: 0:38:12.205394
- B/E: 118 / 17 , Gen_loss: -0.33474478 MI_loss: 20.202848 Detection error: 0.013277590274810791 time: 0:38:13.045692
- B/E: 119 / 17 , Gen_loss: -0.3308654 MI_loss: 20.215601 Detection error: 0.01327580213546753 time: 0:38:13.899248
- B/E: 120 / 17 , Gen_loss: -0.33554336 MI_loss: 20.525736 Detection error: 0.013267815113067627 time: 0:38:14.778082
- B/E: 121 / 17 , Gen_loss: -0.3324637 MI_loss: 20.364176 Detection error: 0.013268709182739258 time: 0:38:15.641851
- B/E: 122 / 17 , Gen_loss: -0.33867198 MI_loss: 20.629942 Detection error: 0.013259172439575195 time: 0:38:16.496748
- B/E: 123 / 17 , Gen_loss: -0.32709885 MI_loss: 19.856308 Detection error: 0.013249218463897705 time: 0:38:17.351906
- B/E: 124 / 17 , Gen_loss: -0.33125642 MI_loss: 20.223618 Detection error: 0.013250231742858887 time: 0:38:18.231815
- B/E: 125 / 17 , Gen_loss: -0.33321866 MI_loss: 20.26909 Detection error: 0.013256430625915527 time: 0:38:19.087764
- B/E: 126 / 17 , Gen_loss: -0.33502996 MI_loss: 20.569387 Detection error: 0.013267934322357178 time: 0:38:19.962331
- B/E: 127 / 17 , Gen_loss: -0.33375487 MI_loss: 20.314081 Detection error: 0.01325976848602295 time: 0:38:20.914628
- B/E: 128 / 17 , Gen_loss: -0.33221304 MI_loss: 20.291475 Detection error: 0.01326066255569458 time: 0:38:21.768247
- B/E: 129 / 17 , Gen_loss: -0.3368057 MI_loss: 20.700708 Detection error: 0.01326972246170044 time: 0:38:22.626655
- B/E: 130 / 17 , Gen_loss: -0.3476204 MI_loss: 21.038155 Detection error: 0.013273358345031738 time: 0:38:23.485976
- B/E: 131 / 17 , Gen_loss: -0.32966733 MI_loss: 20.072586 Detection error: 0.01327604055404663 time: 0:38:24.342844
- B/E: 132 / 17 , Gen_loss: -0.3497393 MI_loss: 21.112535 Detection error: 0.013267874717712402 time: 0:38:25.198748
- B/E: 133 / 17 , Gen_loss: -0.33072016 MI_loss: 20.267788 Detection error: 0.013271927833557129 time: 0:38:26.055959
- B/E: 134 / 17 , Gen_loss: -0.3379037 MI_loss: 20.64317 Detection error: 0.01327592134475708 time: 0:38:26.917359
- B/E: 135 / 17 , Gen_loss: -0.33634418 MI_loss: 20.46812 Detection error: 0.01326906681060791 time: 0:38:27.774928
- B/E: 136 / 17 , Gen_loss: -0.33154458 MI_loss: 20.124754 Detection error: 0.01326894760131836 time: 0:38:28.636342
- B/E: 137 / 17 , Gen_loss: -0.3385519 MI_loss: 20.568623 Detection error: 0.013269484043121338 time: 0:38:29.521031
- B/E: 138 / 17 , Gen_loss: -0.33933297 MI_loss: 20.742126 Detection error: 0.013269543647766113 time: 0:38:30.380180
- B/E: 139 / 17 , Gen_loss: -0.32934782 MI_loss: 20.008245 Detection error: 0.013269424438476562 time: 0:38:31.236228
- B/E: 140 / 17 , Gen_loss: -0.3272591 MI_loss: 19.962414 Detection error: 0.013270854949951172 time: 0:38:32.093488
- B/E: 141 / 17 , Gen_loss: -0.33449402 MI_loss: 20.22259 Detection error: 0.013263404369354248 time: 0:38:32.952120
- B/E: 142 / 17 , Gen_loss: -0.33310068 MI_loss: 20.123194 Detection error: 0.013259172439575195 time: 0:38:33.807692
- B/E: 143 / 17 , Gen_loss: -0.3350459 MI_loss: 20.449669 Detection error: 0.01326066255569458 time: 0:38:34.759196
- B/E: 144 / 17 , Gen_loss: -0.33832395 MI_loss: 20.546085 Detection error: 0.013264238834381104 time: 0:38:35.614001
- B/E: 145 / 17 , Gen_loss: -0.3222446 MI_loss: 19.6899 Detection error: 0.01326453685760498 time: 0:38:36.477056
- B/E: 146 / 17 , Gen_loss: -0.33568376 MI_loss: 20.347237 Detection error: 0.013264060020446777 time: 0:38:37.332855
- B/E: 147 / 17 , Gen_loss: -0.3391965 MI_loss: 20.62791 Detection error: 0.013260364532470703 time: 0:38:38.195535
- B/E: 148 / 17 , Gen_loss: -0.33500376 MI_loss: 20.520308 Detection error: 0.01325756311416626 time: 0:38:39.050878
- B/E: 149 / 17 , Gen_loss: -0.33532146 MI_loss: 20.459633 Detection error: 0.013260841369628906 time: 0:38:39.904492
-
- Test Loss: 13.830175 Test Error: 0.012958347797393799
- -----
- EPOCH: 18
- B/E: 0 / 18 , Gen_loss: -0.33156002 MI_loss: 20.198586 Detection error: 0.013906240463256836 time: 0:38:41.934659
- B/E: 1 / 18 , Gen_loss: -0.20215866 MI_loss: 12.800423 Detection error: 0.020218729972839355 time: 0:38:45.510544
- B/E: 2 / 18 , Gen_loss: -0.30024758 MI_loss: 18.38946 Detection error: 0.017489612102508545 time: 0:38:46.378500
- B/E: 3 / 18 , Gen_loss: -0.2992115 MI_loss: 18.587286 Detection error: 0.01741403341293335 time: 0:38:47.235449
- B/E: 4 / 18 , Gen_loss: -0.2842752 MI_loss: 17.394424 Detection error: 0.017175018787384033 time: 0:38:48.090977
- B/E: 5 / 18 , Gen_loss: -0.29352283 MI_loss: 18.10976 Detection error: 0.016723930835723877 time: 0:38:49.048765
- B/E: 6 / 18 , Gen_loss: -0.30877426 MI_loss: 18.90475 Detection error: 0.016272306442260742 time: 0:38:49.903396
- B/E: 7 / 18 , Gen_loss: -0.31604242 MI_loss: 19.231241 Detection error: 0.01605856418609619 time: 0:38:50.757373
- B/E: 8 / 18 , Gen_loss: -0.30388856 MI_loss: 18.574005 Detection error: 0.01574307680130005 time: 0:38:51.611026
- B/E: 9 / 18 , Gen_loss: -0.31239638 MI_loss: 19.109688 Detection error: 0.01545625925064087 time: 0:38:52.463903
- B/E: 10 / 18 , Gen_loss: -0.30973467 MI_loss: 18.958298 Detection error: 0.015215933322906494 time: 0:38:53.321472
- B/E: 11 / 18 , Gen_loss: -0.31029108 MI_loss: 18.874067 Detection error: 0.015111982822418213 time: 0:38:54.175021
- B/E: 12 / 18 , Gen_loss: -0.30509606 MI_loss: 18.611645 Detection error: 0.014997601509094238 time: 0:38:55.031467
- B/E: 13 / 18 , Gen_loss: -0.32396087 MI_loss: 19.571026 Detection error: 0.014799118041992188 time: 0:38:55.886910
- B/E: 14 / 18 , Gen_loss: -0.33436757 MI_loss: 20.234106 Detection error: 0.01466667652130127 time: 0:38:56.773984
- B/E: 15 / 18 , Gen_loss: -0.32056528 MI_loss: 19.539028 Detection error: 0.01457226276397705 time: 0:38:57.631322
- B/E: 16 / 18 , Gen_loss: -0.3348927 MI_loss: 20.127384 Detection error: 0.014435648918151855 time: 0:38:58.493131
- B/E: 17 / 18 , Gen_loss: -0.32914233 MI_loss: 19.963737 Detection error: 0.014319419860839844 time: 0:38:59.350174
- B/E: 18 / 18 , Gen_loss: -0.3260965 MI_loss: 19.756443 Detection error: 0.014199018478393555 time: 0:39:00.210294
- B/E: 19 / 18 , Gen_loss: -0.33337247 MI_loss: 20.323826 Detection error: 0.014096856117248535 time: 0:39:01.065390
- B/E: 20 / 18 , Gen_loss: -0.3221847 MI_loss: 19.523806 Detection error: 0.014069914817810059 time: 0:39:02.043491
- B/E: 21 / 18 , Gen_loss: -0.3297136 MI_loss: 20.208958 Detection error: 0.01404261589050293 time: 0:39:02.898091
- B/E: 22 / 18 , Gen_loss: -0.319571 MI_loss: 19.422165 Detection error: 0.013961970806121826 time: 0:39:03.757495
- B/E: 23 / 18 , Gen_loss: -0.33037138 MI_loss: 20.205704 Detection error: 0.013924479484558105 time: 0:39:04.628554
- B/E: 24 / 18 , Gen_loss: -0.3468878 MI_loss: 21.002956 Detection error: 0.01388251781463623 time: 0:39:05.491288
- B/E: 25 / 18 , Gen_loss: -0.33996776 MI_loss: 20.620739 Detection error: 0.013843774795532227 time: 0:39:06.347990
- B/E: 26 / 18 , Gen_loss: -0.32903337 MI_loss: 20.15476 Detection error: 0.013862252235412598 time: 0:39:07.206978
- B/E: 27 / 18 , Gen_loss: -0.32973695 MI_loss: 20.108364 Detection error: 0.013837039470672607 time: 0:39:08.067942
- B/E: 28 / 18 , Gen_loss: -0.338905 MI_loss: 20.6384 Detection error: 0.013813555240631104 time: 0:39:08.927979
- B/E: 29 / 18 , Gen_loss: -0.32911444 MI_loss: 20.159445 Detection error: 0.013784348964691162 time: 0:39:09.780994
- B/E: 30 / 18 , Gen_loss: -0.32460815 MI_loss: 19.77824 Detection error: 0.013719737529754639 time: 0:39:10.636796
- B/E: 31 / 18 , Gen_loss: -0.33211097 MI_loss: 20.085695 Detection error: 0.013662099838256836 time: 0:39:11.509348
- B/E: 32 / 18 , Gen_loss: -0.33017638 MI_loss: 20.19683 Detection error: 0.013660013675689697 time: 0:39:12.362115
- B/E: 33 / 18 , Gen_loss: -0.32921422 MI_loss: 19.956964 Detection error: 0.013590991497039795 time: 0:39:13.218426
- B/E: 34 / 18 , Gen_loss: -0.31922212 MI_loss: 19.555305 Detection error: 0.013596415519714355 time: 0:39:14.010861
- B/E: 35 / 18 , Gen_loss: -0.32733944 MI_loss: 19.962328 Detection error: 0.013550341129302979 time: 0:39:14.779360
- B/E: 36 / 18 , Gen_loss: -0.339004 MI_loss: 20.606632 Detection error: 0.01351010799407959 time: 0:39:15.617204
- B/E: 37 / 18 , Gen_loss: -0.33429664 MI_loss: 20.249199 Detection error: 0.013489305973052979 time: 0:39:16.366886
- B/E: 38 / 18 , Gen_loss: -0.33646992 MI_loss: 20.529003 Detection error: 0.013499975204467773 time: 0:39:17.114603
- B/E: 39 / 18 , Gen_loss: -0.3339711 MI_loss: 20.198874 Detection error: 0.013463258743286133 time: 0:39:17.885143
- B/E: 40 / 18 , Gen_loss: -0.33722615 MI_loss: 20.556686 Detection error: 0.013459622859954834 time: 0:39:18.659074
- B/E: 41 / 18 , Gen_loss: -0.33942828 MI_loss: 20.807463 Detection error: 0.013440489768981934 time: 0:39:19.407102
- B/E: 42 / 18 , Gen_loss: -0.32822475 MI_loss: 19.941341 Detection error: 0.013389527797698975 time: 0:39:20.154064
- B/E: 43 / 18 , Gen_loss: -0.32860184 MI_loss: 19.822514 Detection error: 0.013398408889770508 time: 0:39:20.991637
- B/E: 44 / 18 , Gen_loss: -0.3389025 MI_loss: 20.81778 Detection error: 0.013399302959442139 time: 0:39:21.843999
- B/E: 45 / 18 , Gen_loss: -0.34044012 MI_loss: 20.671383 Detection error: 0.013395369052886963 time: 0:39:22.697415
- B/E: 46 / 18 , Gen_loss: -0.3323346 MI_loss: 20.214191 Detection error: 0.013386964797973633 time: 0:39:23.483513
- B/E: 47 / 18 , Gen_loss: -0.3443573 MI_loss: 20.819345 Detection error: 0.01337432861328125 time: 0:39:24.228431
- B/E: 48 / 18 , Gen_loss: -0.33504048 MI_loss: 20.39058 Detection error: 0.013373076915740967 time: 0:39:25.093073
- B/E: 49 / 18 , Gen_loss: -0.34231627 MI_loss: 20.829681 Detection error: 0.013384997844696045 time: 0:39:25.974395
- B/E: 50 / 18 , Gen_loss: -0.342896 MI_loss: 20.844934 Detection error: 0.013374388217926025 time: 0:39:26.830969
- B/E: 51 / 18 , Gen_loss: -0.33394268 MI_loss: 20.54082 Detection error: 0.013378620147705078 time: 0:39:27.682363
- B/E: 52 / 18 , Gen_loss: -0.33929476 MI_loss: 20.596462 Detection error: 0.013357281684875488 time: 0:39:28.636576
- B/E: 53 / 18 , Gen_loss: -0.33587447 MI_loss: 20.472256 Detection error: 0.01335299015045166 time: 0:39:29.491040
- B/E: 54 / 18 , Gen_loss: -0.33515713 MI_loss: 20.328308 Detection error: 0.013333499431610107 time: 0:39:30.350337
- B/E: 55 / 18 , Gen_loss: -0.32404736 MI_loss: 19.811981 Detection error: 0.01332312822341919 time: 0:39:31.208691
- B/E: 56 / 18 , Gen_loss: -0.34463865 MI_loss: 20.952944 Detection error: 0.013286709785461426 time: 0:39:31.992602
- B/E: 57 / 18 , Gen_loss: -0.34415498 MI_loss: 21.009 Detection error: 0.01328122615814209 time: 0:39:32.739769
- B/E: 58 / 18 , Gen_loss: -0.33386642 MI_loss: 20.281 Detection error: 0.013256371021270752 time: 0:39:33.487406
- B/E: 59 / 18 , Gen_loss: -0.33169806 MI_loss: 20.300713 Detection error: 0.013280749320983887 time: 0:39:34.267359
- B/E: 60 / 18 , Gen_loss: -0.33897668 MI_loss: 20.574835 Detection error: 0.013279736042022705 time: 0:39:35.017221
- B/E: 61 / 18 , Gen_loss: -0.33457017 MI_loss: 20.358809 Detection error: 0.013252019882202148 time: 0:39:35.874583
- B/E: 62 / 18 , Gen_loss: -0.3445383 MI_loss: 21.06064 Detection error: 0.013257443904876709 time: 0:39:36.734125
- B/E: 63 / 18 , Gen_loss: -0.33165747 MI_loss: 20.476166 Detection error: 0.013254404067993164 time: 0:39:37.586336
- B/E: 64 / 18 , Gen_loss: -0.331665 MI_loss: 20.253872 Detection error: 0.013253390789031982 time: 0:39:38.446234
- B/E: 65 / 18 , Gen_loss: -0.3325625 MI_loss: 20.153473 Detection error: 0.01324242353439331 time: 0:39:39.305749
- B/E: 66 / 18 , Gen_loss: -0.34143853 MI_loss: 20.80054 Detection error: 0.013230860233306885 time: 0:39:40.160242
- B/E: 67 / 18 , Gen_loss: -0.33779922 MI_loss: 20.314865 Detection error: 0.01321643590927124 time: 0:39:41.015442
- B/E: 68 / 18 , Gen_loss: -0.33572727 MI_loss: 20.550646 Detection error: 0.013221025466918945 time: 0:39:41.960423
- B/E: 69 / 18 , Gen_loss: -0.3347342 MI_loss: 20.440207 Detection error: 0.01323390007019043 time: 0:39:42.828752
- B/E: 70 / 18 , Gen_loss: -0.33796442 MI_loss: 20.625288 Detection error: 0.0132218599319458 time: 0:39:43.683558
- B/E: 71 / 18 , Gen_loss: -0.32990924 MI_loss: 20.036348 Detection error: 0.013213098049163818 time: 0:39:44.537603
- B/E: 72 / 18 , Gen_loss: -0.33492434 MI_loss: 20.42324 Detection error: 0.013208448886871338 time: 0:39:45.395906
- B/E: 73 / 18 , Gen_loss: -0.33067557 MI_loss: 20.186079 Detection error: 0.013203144073486328 time: 0:39:46.276920
- B/E: 74 / 18 , Gen_loss: -0.3383752 MI_loss: 20.6433 Detection error: 0.013193726539611816 time: 0:39:47.137259
- B/E: 75 / 18 , Gen_loss: -0.32206094 MI_loss: 19.640703 Detection error: 0.013177633285522461 time: 0:39:47.998314
- B/E: 76 / 18 , Gen_loss: -0.32917085 MI_loss: 20.058207 Detection error: 0.013189911842346191 time: 0:39:48.791476
- B/E: 77 / 18 , Gen_loss: -0.33254698 MI_loss: 20.227516 Detection error: 0.013183891773223877 time: 0:39:49.539137
- B/E: 78 / 18 , Gen_loss: -0.3385683 MI_loss: 20.566408 Detection error: 0.013181567192077637 time: 0:39:50.310004
- B/E: 79 / 18 , Gen_loss: -0.34193113 MI_loss: 20.64414 Detection error: 0.013187885284423828 time: 0:39:51.056541
- B/E: 80 / 18 , Gen_loss: -0.33800998 MI_loss: 20.618868 Detection error: 0.013181686401367188 time: 0:39:51.803515
- B/E: 81 / 18 , Gen_loss: -0.33271524 MI_loss: 20.207212 Detection error: 0.013174951076507568 time: 0:39:52.556326
- B/E: 82 / 18 , Gen_loss: -0.34397858 MI_loss: 20.970657 Detection error: 0.01317131519317627 time: 0:39:53.305178
- B/E: 83 / 18 , Gen_loss: -0.3320833 MI_loss: 20.183977 Detection error: 0.013164818286895752 time: 0:39:54.053836
- B/E: 84 / 18 , Gen_loss: -0.33188617 MI_loss: 20.312864 Detection error: 0.013162493705749512 time: 0:39:54.922874
- B/E: 85 / 18 , Gen_loss: -0.3446677 MI_loss: 21.004719 Detection error: 0.013140976428985596 time: 0:39:55.762301
- B/E: 86 / 18 , Gen_loss: -0.33770016 MI_loss: 20.536379 Detection error: 0.013146579265594482 time: 0:39:56.616607
- B/E: 87 / 18 , Gen_loss: -0.3384037 MI_loss: 20.452358 Detection error: 0.013126075267791748 time: 0:39:57.482680
- B/E: 88 / 18 , Gen_loss: -0.3389989 MI_loss: 20.565874 Detection error: 0.013110935688018799 time: 0:39:58.341783
- B/E: 89 / 18 , Gen_loss: -0.34223995 MI_loss: 20.982061 Detection error: 0.013120830059051514 time: 0:39:59.196238
- B/E: 90 / 18 , Gen_loss: -0.34008902 MI_loss: 20.653215 Detection error: 0.01310575008392334 time: 0:40:00.049825
- B/E: 91 / 18 , Gen_loss: -0.33291262 MI_loss: 20.377436 Detection error: 0.013115465641021729 time: 0:40:00.903163
- B/E: 92 / 18 , Gen_loss: -0.3247583 MI_loss: 19.76726 Detection error: 0.013100802898406982 time: 0:40:01.759097
- B/E: 93 / 18 , Gen_loss: -0.33220896 MI_loss: 20.274755 Detection error: 0.013108372688293457 time: 0:40:02.619339
- B/E: 94 / 18 , Gen_loss: -0.32813603 MI_loss: 20.171852 Detection error: 0.013111531734466553 time: 0:40:03.475599
- B/E: 95 / 18 , Gen_loss: -0.33558846 MI_loss: 20.332987 Detection error: 0.013116836547851562 time: 0:40:04.333544
- B/E: 96 / 18 , Gen_loss: -0.33503935 MI_loss: 20.33969 Detection error: 0.013122737407684326 time: 0:40:05.188006
- B/E: 97 / 18 , Gen_loss: -0.3418333 MI_loss: 20.702501 Detection error: 0.01311194896697998 time: 0:40:06.052803
- B/E: 98 / 18 , Gen_loss: -0.3406906 MI_loss: 20.671274 Detection error: 0.01309502124786377 time: 0:40:06.910665
- B/E: 99 / 18 , Gen_loss: -0.33756387 MI_loss: 20.576704 Detection error: 0.013088762760162354 time: 0:40:07.766771
- B/E: 100 / 18 , Gen_loss: -0.34018555 MI_loss: 20.71059 Detection error: 0.013098716735839844 time: 0:40:08.703330
- B/E: 101 / 18 , Gen_loss: -0.33544657 MI_loss: 20.540197 Detection error: 0.01310110092163086 time: 0:40:09.558178
- B/E: 102 / 18 , Gen_loss: -0.33354008 MI_loss: 20.417656 Detection error: 0.013103783130645752 time: 0:40:10.420921
- B/E: 103 / 18 , Gen_loss: -0.33345962 MI_loss: 20.217178 Detection error: 0.013096451759338379 time: 0:40:11.274449
- B/E: 104 / 18 , Gen_loss: -0.32529953 MI_loss: 19.912281 Detection error: 0.013104438781738281 time: 0:40:12.129908
- B/E: 105 / 18 , Gen_loss: -0.33804 MI_loss: 20.420341 Detection error: 0.013098478317260742 time: 0:40:12.982537
- B/E: 106 / 18 , Gen_loss: -0.33486983 MI_loss: 20.50941 Detection error: 0.013105154037475586 time: 0:40:13.840918
- B/E: 107 / 18 , Gen_loss: -0.3319671 MI_loss: 20.272142 Detection error: 0.013098955154418945 time: 0:40:14.697068
- B/E: 108 / 18 , Gen_loss: -0.3314491 MI_loss: 20.224524 Detection error: 0.013103783130645752 time: 0:40:15.552771
- B/E: 109 / 18 , Gen_loss: -0.3251293 MI_loss: 19.865631 Detection error: 0.013092637062072754 time: 0:40:16.409090
- B/E: 110 / 18 , Gen_loss: -0.34145552 MI_loss: 20.54979 Detection error: 0.01307457685470581 time: 0:40:17.264473
- B/E: 111 / 18 , Gen_loss: -0.33348677 MI_loss: 20.208569 Detection error: 0.01307058334350586 time: 0:40:18.151511
- B/E: 112 / 18 , Gen_loss: -0.34037066 MI_loss: 20.671154 Detection error: 0.013067185878753662 time: 0:40:19.009329
- B/E: 113 / 18 , Gen_loss: -0.3399746 MI_loss: 20.890417 Detection error: 0.013070464134216309 time: 0:40:19.865618
- B/E: 114 / 18 , Gen_loss: -0.33454368 MI_loss: 20.335691 Detection error: 0.013063311576843262 time: 0:40:20.722885
- B/E: 115 / 18 , Gen_loss: -0.34046245 MI_loss: 20.749142 Detection error: 0.013063013553619385 time: 0:40:21.527917
- B/E: 116 / 18 , Gen_loss: -0.33359268 MI_loss: 20.415964 Detection error: 0.01305931806564331 time: 0:40:22.381100
- B/E: 117 / 18 , Gen_loss: -0.32827705 MI_loss: 20.122614 Detection error: 0.013066709041595459 time: 0:40:23.131758
- B/E: 118 / 18 , Gen_loss: -0.33885574 MI_loss: 20.55407 Detection error: 0.013053834438323975 time: 0:40:23.880334
- B/E: 119 / 18 , Gen_loss: -0.3284539 MI_loss: 19.996983 Detection error: 0.01305079460144043 time: 0:40:24.629768
- B/E: 120 / 18 , Gen_loss: -0.3289039 MI_loss: 20.157646 Detection error: 0.013046503067016602 time: 0:40:25.376771
- B/E: 121 / 18 , Gen_loss: -0.34639764 MI_loss: 21.09351 Detection error: 0.013044595718383789 time: 0:40:26.244579
- B/E: 122 / 18 , Gen_loss: -0.33885235 MI_loss: 20.609447 Detection error: 0.01303708553314209 time: 0:40:27.100803
- B/E: 123 / 18 , Gen_loss: -0.33237672 MI_loss: 20.153883 Detection error: 0.013025462627410889 time: 0:40:27.900433
- B/E: 124 / 18 , Gen_loss: -0.33762985 MI_loss: 20.698399 Detection error: 0.013031005859375 time: 0:40:28.690024
- B/E: 125 / 18 , Gen_loss: -0.3431605 MI_loss: 20.891777 Detection error: 0.013035476207733154 time: 0:40:29.436877
- B/E: 126 / 18 , Gen_loss: -0.3373001 MI_loss: 20.610188 Detection error: 0.0130462646484375 time: 0:40:30.189459
- B/E: 127 / 18 , Gen_loss: -0.33389857 MI_loss: 20.283007 Detection error: 0.01303929090499878 time: 0:40:30.938482
- B/E: 128 / 18 , Gen_loss: -0.33274072 MI_loss: 20.414974 Detection error: 0.013039946556091309 time: 0:40:31.685217
- B/E: 129 / 18 , Gen_loss: -0.34562433 MI_loss: 21.097603 Detection error: 0.013049542903900146 time: 0:40:32.434234
- B/E: 130 / 18 , Gen_loss: -0.3316087 MI_loss: 20.203823 Detection error: 0.01304769515991211 time: 0:40:33.183606
- B/E: 131 / 18 , Gen_loss: -0.33235088 MI_loss: 20.277351 Detection error: 0.013049483299255371 time: 0:40:34.019050
- B/E: 132 / 18 , Gen_loss: -0.3375533 MI_loss: 20.589317 Detection error: 0.013047218322753906 time: 0:40:34.957216
- B/E: 133 / 18 , Gen_loss: -0.34239802 MI_loss: 20.922935 Detection error: 0.013046860694885254 time: 0:40:35.814250
- B/E: 134 / 18 , Gen_loss: -0.335474 MI_loss: 20.628103 Detection error: 0.013053715229034424 time: 0:40:36.670863
- B/E: 135 / 18 , Gen_loss: -0.34546912 MI_loss: 20.980349 Detection error: 0.013042271137237549 time: 0:40:37.526834
- B/E: 136 / 18 , Gen_loss: -0.3330264 MI_loss: 20.189651 Detection error: 0.01304858922958374 time: 0:40:38.384375
- B/E: 137 / 18 , Gen_loss: -0.3315854 MI_loss: 20.122988 Detection error: 0.013046860694885254 time: 0:40:39.240500
- B/E: 138 / 18 , Gen_loss: -0.33988473 MI_loss: 20.737728 Detection error: 0.013050556182861328 time: 0:40:40.063132
- B/E: 139 / 18 , Gen_loss: -0.34654605 MI_loss: 21.159058 Detection error: 0.013048648834228516 time: 0:40:40.810366
- B/E: 140 / 18 , Gen_loss: -0.3364333 MI_loss: 20.533913 Detection error: 0.013048529624938965 time: 0:40:41.561668
- B/E: 141 / 18 , Gen_loss: -0.34217128 MI_loss: 20.80992 Detection error: 0.013044893741607666 time: 0:40:42.395496
- B/E: 142 / 18 , Gen_loss: -0.33585775 MI_loss: 20.442427 Detection error: 0.01304394006729126 time: 0:40:43.248007
- B/E: 143 / 18 , Gen_loss: -0.34920532 MI_loss: 21.299097 Detection error: 0.013044297695159912 time: 0:40:44.099430
- B/E: 144 / 18 , Gen_loss: -0.337059 MI_loss: 20.53665 Detection error: 0.013046741485595703 time: 0:40:44.957432
- B/E: 145 / 18 , Gen_loss: -0.32133827 MI_loss: 19.603933 Detection error: 0.013048171997070312 time: 0:40:45.752260
- B/E: 146 / 18 , Gen_loss: -0.33387884 MI_loss: 20.285355 Detection error: 0.01304614543914795 time: 0:40:46.610875
- B/E: 147 / 18 , Gen_loss: -0.34493458 MI_loss: 21.089474 Detection error: 0.013046681880950928 time: 0:40:47.464622
- B/E: 148 / 18 , Gen_loss: -0.34029657 MI_loss: 20.540533 Detection error: 0.013041973114013672 time: 0:40:48.406445
- B/E: 149 / 18 , Gen_loss: -0.33840027 MI_loss: 20.544626 Detection error: 0.013042688369750977 time: 0:40:49.282049
-
- Test Loss: 13.79238 Test Error: 0.012816667556762695
- -----
- EPOCH: 19
- B/E: 0 / 19 , Gen_loss: -0.32902443 MI_loss: 20.091871 Detection error: 0.013843774795532227 time: 0:40:51.260265
- B/E: 1 / 19 , Gen_loss: -0.21406673 MI_loss: 14.054164 Detection error: 0.019046902656555176 time: 0:40:54.962345
- B/E: 2 / 19 , Gen_loss: -0.31509036 MI_loss: 18.639343 Detection error: 0.01652085781097412 time: 0:40:55.834911
- B/E: 3 / 19 , Gen_loss: -0.2794887 MI_loss: 17.420559 Detection error: 0.016382813453674316 time: 0:40:56.688141
- B/E: 4 / 19 , Gen_loss: -0.2843149 MI_loss: 17.730593 Detection error: 0.016287505626678467 time: 0:40:57.543925
- B/E: 5 / 19 , Gen_loss: -0.31772605 MI_loss: 19.549313 Detection error: 0.01581251621246338 time: 0:40:58.400790
- B/E: 6 / 19 , Gen_loss: -0.30191436 MI_loss: 18.484762 Detection error: 0.01556694507598877 time: 0:40:59.253827
- B/E: 7 / 19 , Gen_loss: -0.3118059 MI_loss: 19.216711 Detection error: 0.01545703411102295 time: 0:41:00.060131
- B/E: 8 / 19 , Gen_loss: -0.31785953 MI_loss: 19.441002 Detection error: 0.015197932720184326 time: 0:41:00.807191
- B/E: 9 / 19 , Gen_loss: -0.32022506 MI_loss: 19.414692 Detection error: 0.014921903610229492 time: 0:41:01.562013
- B/E: 10 / 19 , Gen_loss: -0.32691294 MI_loss: 19.915545 Detection error: 0.014741480350494385 time: 0:41:02.441548
- B/E: 11 / 19 , Gen_loss: -0.30776614 MI_loss: 18.805222 Detection error: 0.014627575874328613 time: 0:41:03.190464
- B/E: 12 / 19 , Gen_loss: -0.3250223 MI_loss: 19.794773 Detection error: 0.014550507068634033 time: 0:41:03.995865
- B/E: 13 / 19 , Gen_loss: -0.32565075 MI_loss: 19.869122 Detection error: 0.014377236366271973 time: 0:41:04.871154
- B/E: 14 / 19 , Gen_loss: -0.32619715 MI_loss: 19.770779 Detection error: 0.014268755912780762 time: 0:41:05.666476
- B/E: 15 / 19 , Gen_loss: -0.32216212 MI_loss: 19.556215 Detection error: 0.014175772666931152 time: 0:41:06.412474
- B/E: 16 / 19 , Gen_loss: -0.33356282 MI_loss: 20.189884 Detection error: 0.014055132865905762 time: 0:41:07.178864
- B/E: 17 / 19 , Gen_loss: -0.3286145 MI_loss: 19.803143 Detection error: 0.013934016227722168 time: 0:41:07.926604
- B/E: 18 / 19 , Gen_loss: -0.33296883 MI_loss: 20.095268 Detection error: 0.013830602169036865 time: 0:41:08.795956
- B/E: 19 / 19 , Gen_loss: -0.31995395 MI_loss: 19.518196 Detection error: 0.01376408338546753 time: 0:41:09.657287
- B/E: 20 / 19 , Gen_loss: -0.3337875 MI_loss: 20.283556 Detection error: 0.013757467269897461 time: 0:41:10.513217
- B/E: 21 / 19 , Gen_loss: -0.32671547 MI_loss: 19.979044 Detection error: 0.01375424861907959 time: 0:41:11.369603
- B/E: 22 / 19 , Gen_loss: -0.33725953 MI_loss: 20.474243 Detection error: 0.013660311698913574 time: 0:41:12.225889
- B/E: 23 / 19 , Gen_loss: -0.33191976 MI_loss: 20.269165 Detection error: 0.01361846923828125 time: 0:41:13.084403
- B/E: 24 / 19 , Gen_loss: -0.34061074 MI_loss: 20.61838 Detection error: 0.013602495193481445 time: 0:41:13.853660
- B/E: 25 / 19 , Gen_loss: -0.3244127 MI_loss: 19.694973 Detection error: 0.013574540615081787 time: 0:41:14.695628
- B/E: 26 / 19 , Gen_loss: -0.32781702 MI_loss: 20.074268 Detection error: 0.013568282127380371 time: 0:41:15.522546
- B/E: 27 / 19 , Gen_loss: -0.33897486 MI_loss: 20.717436 Detection error: 0.013559162616729736 time: 0:41:16.374626
- B/E: 28 / 19 , Gen_loss: -0.32546082 MI_loss: 19.86228 Detection error: 0.013523697853088379 time: 0:41:17.232637
- B/E: 29 / 19 , Gen_loss: -0.33725166 MI_loss: 20.625107 Detection error: 0.013513565063476562 time: 0:41:18.085078
- B/E: 30 / 19 , Gen_loss: -0.326548 MI_loss: 19.87328 Detection error: 0.013455629348754883 time: 0:41:18.940657
- B/E: 31 / 19 , Gen_loss: -0.33888337 MI_loss: 20.480932 Detection error: 0.01339942216873169 time: 0:41:19.793639
- B/E: 32 / 19 , Gen_loss: -0.33273494 MI_loss: 20.34047 Detection error: 0.013382554054260254 time: 0:41:20.671813
- B/E: 33 / 19 , Gen_loss: -0.3280791 MI_loss: 19.984621 Detection error: 0.013338208198547363 time: 0:41:21.553425
- B/E: 34 / 19 , Gen_loss: -0.33376434 MI_loss: 20.448694 Detection error: 0.013341069221496582 time: 0:41:22.409316
- B/E: 35 / 19 , Gen_loss: -0.33496097 MI_loss: 20.263807 Detection error: 0.013289928436279297 time: 0:41:23.265096
- B/E: 36 / 19 , Gen_loss: -0.33267337 MI_loss: 20.200602 Detection error: 0.013253390789031982 time: 0:41:24.121263
- B/E: 37 / 19 , Gen_loss: -0.3409178 MI_loss: 20.749111 Detection error: 0.013259053230285645 time: 0:41:25.000799
- B/E: 38 / 19 , Gen_loss: -0.33642504 MI_loss: 20.489714 Detection error: 0.013258814811706543 time: 0:41:25.861818
- B/E: 39 / 19 , Gen_loss: -0.33985633 MI_loss: 20.5348 Detection error: 0.013225018978118896 time: 0:41:26.718221
- B/E: 40 / 19 , Gen_loss: -0.34085265 MI_loss: 20.728292 Detection error: 0.01320350170135498 time: 0:41:27.575040
- B/E: 41 / 19 , Gen_loss: -0.33777052 MI_loss: 20.522017 Detection error: 0.013202369213104248 time: 0:41:28.529028
- B/E: 42 / 19 , Gen_loss: -0.34072226 MI_loss: 20.646301 Detection error: 0.013167858123779297 time: 0:41:29.390085
- B/E: 43 / 19 , Gen_loss: -0.3300436 MI_loss: 20.054392 Detection error: 0.013164043426513672 time: 0:41:30.248120
- B/E: 44 / 19 , Gen_loss: -0.3355347 MI_loss: 20.46079 Detection error: 0.013158321380615234 time: 0:41:31.021204
- B/E: 45 / 19 , Gen_loss: -0.34010905 MI_loss: 20.757227 Detection error: 0.0131569504737854 time: 0:41:31.768697
- B/E: 46 / 19 , Gen_loss: -0.3314455 MI_loss: 20.224888 Detection error: 0.013149619102478027 time: 0:41:32.603588
- B/E: 47 / 19 , Gen_loss: -0.33541298 MI_loss: 20.528048 Detection error: 0.013141274452209473 time: 0:41:33.457136
- B/E: 48 / 19 , Gen_loss: -0.3335109 MI_loss: 20.376297 Detection error: 0.013146698474884033 time: 0:41:34.312423
- B/E: 49 / 19 , Gen_loss: -0.3351112 MI_loss: 20.59539 Detection error: 0.013165652751922607 time: 0:41:35.166202
- B/E: 50 / 19 , Gen_loss: -0.33670363 MI_loss: 20.462923 Detection error: 0.013156235218048096 time: 0:41:36.021211
- B/E: 51 / 19 , Gen_loss: -0.32743755 MI_loss: 20.089968 Detection error: 0.01314002275466919 time: 0:41:36.877403
- B/E: 52 / 19 , Gen_loss: -0.34287754 MI_loss: 20.802933 Detection error: 0.013119697570800781 time: 0:41:37.732595
- B/E: 53 / 19 , Gen_loss: -0.3427392 MI_loss: 20.790428 Detection error: 0.013113975524902344 time: 0:41:38.589071
- B/E: 54 / 19 , Gen_loss: -0.3342602 MI_loss: 20.29072 Detection error: 0.013097167015075684 time: 0:41:39.445315
- B/E: 55 / 19 , Gen_loss: -0.3323449 MI_loss: 20.111864 Detection error: 0.0130881667137146 time: 0:41:40.303831
- B/E: 56 / 19 , Gen_loss: -0.3425245 MI_loss: 20.767271 Detection error: 0.013072371482849121 time: 0:41:41.163803
- B/E: 57 / 19 , Gen_loss: -0.34048972 MI_loss: 20.65543 Detection error: 0.013050675392150879 time: 0:41:42.102307
- B/E: 58 / 19 , Gen_loss: -0.3332412 MI_loss: 20.277 Detection error: 0.013041317462921143 time: 0:41:42.960979
- B/E: 59 / 19 , Gen_loss: -0.33140233 MI_loss: 20.17306 Detection error: 0.013060390949249268 time: 0:41:43.742162
- B/E: 60 / 19 , Gen_loss: -0.33764085 MI_loss: 20.484299 Detection error: 0.013063013553619385 time: 0:41:44.586451
- B/E: 61 / 19 , Gen_loss: -0.32829106 MI_loss: 20.085232 Detection error: 0.013039827346801758 time: 0:41:45.442581
- B/E: 62 / 19 , Gen_loss: -0.33551386 MI_loss: 20.438751 Detection error: 0.013027787208557129 time: 0:41:46.299908
- B/E: 63 / 19 , Gen_loss: -0.33739278 MI_loss: 20.670761 Detection error: 0.01303952932357788 time: 0:41:47.155195
- B/E: 64 / 19 , Gen_loss: -0.33171472 MI_loss: 20.29594 Detection error: 0.013035595417022705 time: 0:41:48.015285
- B/E: 65 / 19 , Gen_loss: -0.33040708 MI_loss: 20.133797 Detection error: 0.013034582138061523 time: 0:41:48.878987
- B/E: 66 / 19 , Gen_loss: -0.33869505 MI_loss: 20.530602 Detection error: 0.013019561767578125 time: 0:41:49.742514
- B/E: 67 / 19 , Gen_loss: -0.34046546 MI_loss: 20.620138 Detection error: 0.013000905513763428 time: 0:41:50.596647
- B/E: 68 / 19 , Gen_loss: -0.33144134 MI_loss: 20.142033 Detection error: 0.01300138235092163 time: 0:41:51.451417
- B/E: 69 / 19 , Gen_loss: -0.3364955 MI_loss: 20.469524 Detection error: 0.01300358772277832 time: 0:41:52.336399
- B/E: 70 / 19 , Gen_loss: -0.33913475 MI_loss: 20.720633 Detection error: 0.013003945350646973 time: 0:41:53.190405
- B/E: 71 / 19 , Gen_loss: -0.33419433 MI_loss: 20.319508 Detection error: 0.012990891933441162 time: 0:41:54.045979
- B/E: 72 / 19 , Gen_loss: -0.33980656 MI_loss: 20.59586 Detection error: 0.012993574142456055 time: 0:41:54.904205
- B/E: 73 / 19 , Gen_loss: -0.3336598 MI_loss: 20.290104 Detection error: 0.012986898422241211 time: 0:41:55.868083
- B/E: 74 / 19 , Gen_loss: -0.3438282 MI_loss: 20.859661 Detection error: 0.012979984283447266 time: 0:41:56.679961
- B/E: 75 / 19 , Gen_loss: -0.33769906 MI_loss: 20.73814 Detection error: 0.012978196144104004 time: 0:41:57.474785
- B/E: 76 / 19 , Gen_loss: -0.32997423 MI_loss: 20.232319 Detection error: 0.012977659702301025 time: 0:41:58.266179
- B/E: 77 / 19 , Gen_loss: -0.34704065 MI_loss: 21.110172 Detection error: 0.012973546981811523 time: 0:41:59.012811
- B/E: 78 / 19 , Gen_loss: -0.34072584 MI_loss: 20.628368 Detection error: 0.012982964515686035 time: 0:41:59.758975
- B/E: 79 / 19 , Gen_loss: -0.34378636 MI_loss: 20.705257 Detection error: 0.012980103492736816 time: 0:42:00.601884
- B/E: 80 / 19 , Gen_loss: -0.33858857 MI_loss: 20.627848 Detection error: 0.012986481189727783 time: 0:42:01.462757
- B/E: 81 / 19 , Gen_loss: -0.34023127 MI_loss: 20.647179 Detection error: 0.012977898120880127 time: 0:42:02.317973
- B/E: 82 / 19 , Gen_loss: -0.3339762 MI_loss: 20.320341 Detection error: 0.01296985149383545 time: 0:42:03.174559
- B/E: 83 / 19 , Gen_loss: -0.3412676 MI_loss: 20.751421 Detection error: 0.012976586818695068 time: 0:42:03.995409
- B/E: 84 / 19 , Gen_loss: -0.33007205 MI_loss: 20.232847 Detection error: 0.012965083122253418 time: 0:42:04.748048
- B/E: 85 / 19 , Gen_loss: -0.33485913 MI_loss: 20.229853 Detection error: 0.012948751449584961 time: 0:42:05.496194
- B/E: 86 / 19 , Gen_loss: -0.334505 MI_loss: 20.302095 Detection error: 0.012952923774719238 time: 0:42:06.245648
- B/E: 87 / 19 , Gen_loss: -0.3358193 MI_loss: 20.457535 Detection error: 0.012930750846862793 time: 0:42:06.993984
- B/E: 88 / 19 , Gen_loss: -0.3348655 MI_loss: 20.258472 Detection error: 0.012919604778289795 time: 0:42:07.745274
- B/E: 89 / 19 , Gen_loss: -0.3354888 MI_loss: 20.335865 Detection error: 0.012925684452056885 time: 0:42:08.593088
- B/E: 90 / 19 , Gen_loss: -0.32916725 MI_loss: 20.009129 Detection error: 0.012923061847686768 time: 0:42:09.342878
- B/E: 91 / 19 , Gen_loss: -0.32673967 MI_loss: 20.000319 Detection error: 0.0129317045211792 time: 0:42:10.106496
- B/E: 92 / 19 , Gen_loss: -0.3283423 MI_loss: 19.852222 Detection error: 0.012916982173919678 time: 0:42:10.906279
- B/E: 93 / 19 , Gen_loss: -0.33610642 MI_loss: 20.559155 Detection error: 0.01291358470916748 time: 0:42:11.760227
- B/E: 94 / 19 , Gen_loss: -0.33779603 MI_loss: 20.722315 Detection error: 0.012921035289764404 time: 0:42:12.620399
- B/E: 95 / 19 , Gen_loss: -0.3268855 MI_loss: 20.081085 Detection error: 0.01292872428894043 time: 0:42:13.476339
- B/E: 96 / 19 , Gen_loss: -0.33566868 MI_loss: 20.509789 Detection error: 0.01292717456817627 time: 0:42:14.332455
- B/E: 97 / 19 , Gen_loss: -0.34354472 MI_loss: 20.90148 Detection error: 0.012918055057525635 time: 0:42:15.189908
- B/E: 98 / 19 , Gen_loss: -0.33482787 MI_loss: 20.204023 Detection error: 0.012902796268463135 time: 0:42:16.057731
- B/E: 99 / 19 , Gen_loss: -0.34178677 MI_loss: 20.820148 Detection error: 0.012905597686767578 time: 0:42:16.914006
- B/E: 100 / 19 , Gen_loss: -0.34146112 MI_loss: 20.812962 Detection error: 0.012901902198791504 time: 0:42:17.770348
- B/E: 101 / 19 , Gen_loss: -0.337903 MI_loss: 20.479404 Detection error: 0.01290440559387207 time: 0:42:18.624240
- B/E: 102 / 19 , Gen_loss: -0.33849764 MI_loss: 20.627144 Detection error: 0.012908399105072021 time: 0:42:19.477803
- B/E: 103 / 19 , Gen_loss: -0.3431892 MI_loss: 20.919138 Detection error: 0.012901723384857178 time: 0:42:20.337451
- B/E: 104 / 19 , Gen_loss: -0.33786646 MI_loss: 20.507334 Detection error: 0.012917876243591309 time: 0:42:21.190061
- B/E: 105 / 19 , Gen_loss: -0.3410198 MI_loss: 20.713507 Detection error: 0.0129050612449646 time: 0:42:22.132073
- B/E: 106 / 19 , Gen_loss: -0.33065683 MI_loss: 20.193275 Detection error: 0.012909770011901855 time: 0:42:22.991355
- B/E: 107 / 19 , Gen_loss: -0.33519125 MI_loss: 20.462936 Detection error: 0.012903094291687012 time: 0:42:23.879809
- B/E: 108 / 19 , Gen_loss: -0.33525306 MI_loss: 20.515152 Detection error: 0.012909948825836182 time: 0:42:24.735752
- B/E: 109 / 19 , Gen_loss: -0.3418027 MI_loss: 20.734316 Detection error: 0.012897133827209473 time: 0:42:25.592937
- B/E: 110 / 19 , Gen_loss: -0.32957432 MI_loss: 19.860317 Detection error: 0.012884020805358887 time: 0:42:26.451218
- B/E: 111 / 19 , Gen_loss: -0.33295494 MI_loss: 20.334091 Detection error: 0.012882530689239502 time: 0:42:27.328526
- B/E: 112 / 19 , Gen_loss: -0.33729112 MI_loss: 20.559181 Detection error: 0.01287609338760376 time: 0:42:28.189615
- B/E: 113 / 19 , Gen_loss: -0.34010363 MI_loss: 20.708569 Detection error: 0.012878835201263428 time: 0:42:29.049686
- B/E: 114 / 19 , Gen_loss: -0.32838777 MI_loss: 20.073572 Detection error: 0.012877464294433594 time: 0:42:29.909667
- B/E: 115 / 19 , Gen_loss: -0.34548753 MI_loss: 21.00392 Detection error: 0.012879014015197754 time: 0:42:30.767135
- B/E: 116 / 19 , Gen_loss: -0.33649266 MI_loss: 20.407206 Detection error: 0.012877941131591797 time: 0:42:31.550174
- B/E: 117 / 19 , Gen_loss: -0.3320314 MI_loss: 20.382477 Detection error: 0.012881338596343994 time: 0:42:32.329790
- B/E: 118 / 19 , Gen_loss: -0.33715934 MI_loss: 20.493515 Detection error: 0.01287001371383667 time: 0:42:33.168482
- B/E: 119 / 19 , Gen_loss: -0.34400654 MI_loss: 20.88426 Detection error: 0.012869000434875488 time: 0:42:34.022341
- B/E: 120 / 19 , Gen_loss: -0.33063927 MI_loss: 20.051195 Detection error: 0.012860774993896484 time: 0:42:34.875817
- B/E: 121 / 19 , Gen_loss: -0.33433387 MI_loss: 20.369637 Detection error: 0.012856543064117432 time: 0:42:35.830688
- B/E: 122 / 19 , Gen_loss: -0.34790707 MI_loss: 21.178337 Detection error: 0.012853145599365234 time: 0:42:36.686196
- B/E: 123 / 19 , Gen_loss: -0.34013793 MI_loss: 20.688568 Detection error: 0.012836933135986328 time: 0:42:37.540389
- B/E: 124 / 19 , Gen_loss: -0.34470367 MI_loss: 20.990768 Detection error: 0.012844264507293701 time: 0:42:38.393442
- B/E: 125 / 19 , Gen_loss: -0.34461114 MI_loss: 21.064339 Detection error: 0.012844979763031006 time: 0:42:39.249858
- B/E: 126 / 19 , Gen_loss: -0.33698705 MI_loss: 20.64359 Detection error: 0.012861192226409912 time: 0:42:40.106240
- B/E: 127 / 19 , Gen_loss: -0.33099818 MI_loss: 20.160751 Detection error: 0.012850582599639893 time: 0:42:40.959605
- B/E: 128 / 19 , Gen_loss: -0.33868295 MI_loss: 20.616867 Detection error: 0.012850046157836914 time: 0:42:41.816085
- B/E: 129 / 19 , Gen_loss: -0.33807066 MI_loss: 20.661135 Detection error: 0.01285552978515625 time: 0:42:42.675450
- B/E: 130 / 19 , Gen_loss: -0.34205583 MI_loss: 20.991615 Detection error: 0.012856602668762207 time: 0:42:43.535960
- B/E: 131 / 19 , Gen_loss: -0.33341596 MI_loss: 20.346394 Detection error: 0.012856781482696533 time: 0:42:44.396999
- B/E: 132 / 19 , Gen_loss: -0.33642662 MI_loss: 20.359262 Detection error: 0.012849152088165283 time: 0:42:45.254812
- B/E: 133 / 19 , Gen_loss: -0.32875752 MI_loss: 20.131868 Detection error: 0.01285099983215332 time: 0:42:46.114715
- B/E: 134 / 19 , Gen_loss: -0.33800066 MI_loss: 20.712006 Detection error: 0.01285487413406372 time: 0:42:46.970562
- B/E: 135 / 19 , Gen_loss: -0.3403958 MI_loss: 20.599522 Detection error: 0.012847185134887695 time: 0:42:47.768488
- B/E: 136 / 19 , Gen_loss: -0.33011982 MI_loss: 20.133419 Detection error: 0.012851059436798096 time: 0:42:48.516187
- B/E: 137 / 19 , Gen_loss: -0.3354008 MI_loss: 20.418953 Detection error: 0.012854158878326416 time: 0:42:49.395535
- B/E: 138 / 19 , Gen_loss: -0.33637178 MI_loss: 20.473427 Detection error: 0.01285475492477417 time: 0:42:50.156084
- B/E: 139 / 19 , Gen_loss: -0.33891064 MI_loss: 20.49158 Detection error: 0.01285851001739502 time: 0:42:50.905955
- B/E: 140 / 19 , Gen_loss: -0.3279657 MI_loss: 20.024288 Detection error: 0.012857019901275635 time: 0:42:51.685935
- B/E: 141 / 19 , Gen_loss: -0.33430937 MI_loss: 20.291372 Detection error: 0.012856721878051758 time: 0:42:52.553098
- B/E: 142 / 19 , Gen_loss: -0.33754113 MI_loss: 20.471306 Detection error: 0.01285773515701294 time: 0:42:53.410360
- B/E: 143 / 19 , Gen_loss: -0.33389652 MI_loss: 20.38322 Detection error: 0.012852847576141357 time: 0:42:54.263307
- B/E: 144 / 19 , Gen_loss: -0.341328 MI_loss: 20.763252 Detection error: 0.012854337692260742 time: 0:42:55.145710
- B/E: 145 / 19 , Gen_loss: -0.3301597 MI_loss: 20.122313 Detection error: 0.012854218482971191 time: 0:42:56.007002
- B/E: 146 / 19 , Gen_loss: -0.34304133 MI_loss: 20.826775 Detection error: 0.012854576110839844 time: 0:42:56.863237
- B/E: 147 / 19 , Gen_loss: -0.34219393 MI_loss: 20.897024 Detection error: 0.012855768203735352 time: 0:42:57.729501
- B/E: 148 / 19 , Gen_loss: -0.3467253 MI_loss: 21.078001 Detection error: 0.012850642204284668 time: 0:42:58.585942
- B/E: 149 / 19 , Gen_loss: -0.33987027 MI_loss: 20.791525 Detection error: 0.01285332441329956 time: 0:42:59.464613
-
- Test Loss: 13.759746 Test Error: 0.012408316135406494
- -----
- EPOCH: 20
- B/E: 0 / 20 , Gen_loss: -0.33828527 MI_loss: 20.690414 Detection error: 0.013593733310699463 time: 0:43:01.407389
- B/E: 1 / 20 , Gen_loss: -0.24091476 MI_loss: 14.915588 Detection error: 0.018734395503997803 time: 0:43:05.082419
- B/E: 2 / 20 , Gen_loss: -0.32233956 MI_loss: 19.323519 Detection error: 0.016499996185302734 time: 0:43:06.045957
- B/E: 3 / 20 , Gen_loss: -0.2816833 MI_loss: 17.29817 Detection error: 0.016453146934509277 time: 0:43:06.907727
- B/E: 4 / 20 , Gen_loss: -0.3089382 MI_loss: 19.139734 Detection error: 0.016093730926513672 time: 0:43:07.763106
- B/E: 5 / 20 , Gen_loss: -0.31243202 MI_loss: 19.230408 Detection error: 0.015619814395904541 time: 0:43:08.623902
- B/E: 6 / 20 , Gen_loss: -0.29530475 MI_loss: 18.39136 Detection error: 0.015428543090820312 time: 0:43:09.477281
- B/E: 7 / 20 , Gen_loss: -0.31855822 MI_loss: 19.49116 Detection error: 0.015242159366607666 time: 0:43:10.331432
- B/E: 8 / 20 , Gen_loss: -0.31399044 MI_loss: 19.163969 Detection error: 0.01495140790939331 time: 0:43:11.188276
- B/E: 9 / 20 , Gen_loss: -0.31304437 MI_loss: 19.179289 Detection error: 0.014725029468536377 time: 0:43:12.041819
- B/E: 10 / 20 , Gen_loss: -0.32486427 MI_loss: 19.737495 Detection error: 0.014551162719726562 time: 0:43:12.895416
- B/E: 11 / 20 , Gen_loss: -0.31547397 MI_loss: 19.25526 Detection error: 0.014419257640838623 time: 0:43:13.750235
- B/E: 12 / 20 , Gen_loss: -0.3318398 MI_loss: 20.09446 Detection error: 0.014295697212219238 time: 0:43:14.608653
- B/E: 13 / 20 , Gen_loss: -0.3445217 MI_loss: 20.791859 Detection error: 0.014171898365020752 time: 0:43:15.465334
- B/E: 14 / 20 , Gen_loss: -0.3246161 MI_loss: 19.674221 Detection error: 0.014066696166992188 time: 0:43:16.319238
- B/E: 15 / 20 , Gen_loss: -0.33746856 MI_loss: 20.37557 Detection error: 0.013947248458862305 time: 0:43:17.171843
- B/E: 16 / 20 , Gen_loss: -0.32971507 MI_loss: 19.92564 Detection error: 0.013821661472320557 time: 0:43:18.041857
- B/E: 17 / 20 , Gen_loss: -0.3239499 MI_loss: 19.629309 Detection error: 0.013711810111999512 time: 0:43:18.867146
- B/E: 18 / 20 , Gen_loss: -0.32144815 MI_loss: 19.4374 Detection error: 0.013616800308227539 time: 0:43:19.809969
- B/E: 19 / 20 , Gen_loss: -0.33947873 MI_loss: 20.517576 Detection error: 0.013518750667572021 time: 0:43:20.667833
- B/E: 20 / 20 , Gen_loss: -0.32415766 MI_loss: 19.689194 Detection error: 0.013504445552825928 time: 0:43:21.524605
- B/E: 21 / 20 , Gen_loss: -0.32770023 MI_loss: 19.99823 Detection error: 0.013478696346282959 time: 0:43:22.330378
- B/E: 22 / 20 , Gen_loss: -0.33747405 MI_loss: 20.464441 Detection error: 0.013403534889221191 time: 0:43:23.078705
- B/E: 23 / 20 , Gen_loss: -0.33884138 MI_loss: 20.503246 Detection error: 0.013384103775024414 time: 0:43:23.824922
- B/E: 24 / 20 , Gen_loss: -0.32962975 MI_loss: 19.98459 Detection error: 0.013355016708374023 time: 0:43:24.573445
- B/E: 25 / 20 , Gen_loss: -0.3226975 MI_loss: 19.716488 Detection error: 0.013340115547180176 time: 0:43:25.334546
- B/E: 26 / 20 , Gen_loss: -0.3293965 MI_loss: 20.087154 Detection error: 0.013341426849365234 time: 0:43:26.080916
- B/E: 27 / 20 , Gen_loss: -0.3242874 MI_loss: 19.819908 Detection error: 0.013354897499084473 time: 0:43:26.878320
- B/E: 28 / 20 , Gen_loss: -0.33101544 MI_loss: 20.253788 Detection error: 0.013350188732147217 time: 0:43:27.624622
- B/E: 29 / 20 , Gen_loss: -0.32231998 MI_loss: 19.465515 Detection error: 0.013321876525878906 time: 0:43:28.372334
- B/E: 30 / 20 , Gen_loss: -0.33562 MI_loss: 20.467659 Detection error: 0.013284265995025635 time: 0:43:29.123257
- B/E: 31 / 20 , Gen_loss: -0.31801873 MI_loss: 19.360413 Detection error: 0.013223648071289062 time: 0:43:29.952020
- B/E: 32 / 20 , Gen_loss: -0.33654994 MI_loss: 20.49137 Detection error: 0.013211190700531006 time: 0:43:30.811885
- B/E: 33 / 20 , Gen_loss: -0.3389573 MI_loss: 20.548517 Detection error: 0.013170957565307617 time: 0:43:31.664803
- B/E: 34 / 20 , Gen_loss: -0.3309625 MI_loss: 20.148655 Detection error: 0.013167858123779297 time: 0:43:32.517555
- B/E: 35 / 20 , Gen_loss: -0.3337793 MI_loss: 20.230112 Detection error: 0.013131916522979736 time: 0:43:33.374047
- B/E: 36 / 20 , Gen_loss: -0.343631 MI_loss: 20.951305 Detection error: 0.01310640573501587 time: 0:43:34.227674
- B/E: 37 / 20 , Gen_loss: -0.33824608 MI_loss: 20.586697 Detection error: 0.013099491596221924 time: 0:43:35.082899
- B/E: 38 / 20 , Gen_loss: -0.33611795 MI_loss: 20.330833 Detection error: 0.013099372386932373 time: 0:43:35.927613
- B/E: 39 / 20 , Gen_loss: -0.33914408 MI_loss: 20.539707 Detection error: 0.013065636157989502 time: 0:43:36.676880
- B/E: 40 / 20 , Gen_loss: -0.32725385 MI_loss: 19.87935 Detection error: 0.013050317764282227 time: 0:43:37.521124
- B/E: 41 / 20 , Gen_loss: -0.33158877 MI_loss: 20.116985 Detection error: 0.013027548789978027 time: 0:43:38.377196
- B/E: 42 / 20 , Gen_loss: -0.3248504 MI_loss: 19.9985 Detection error: 0.013020336627960205 time: 0:43:39.232561
- B/E: 43 / 20 , Gen_loss: -0.33294728 MI_loss: 20.151308 Detection error: 0.013007819652557373 time: 0:43:40.089633
- B/E: 44 / 20 , Gen_loss: -0.3432531 MI_loss: 20.88598 Detection error: 0.013006269931793213 time: 0:43:40.946231
- B/E: 45 / 20 , Gen_loss: -0.33595186 MI_loss: 20.498299 Detection error: 0.01301562786102295 time: 0:43:41.718406
- B/E: 46 / 20 , Gen_loss: -0.343098 MI_loss: 20.83974 Detection error: 0.013014614582061768 time: 0:43:42.564018
- B/E: 47 / 20 , Gen_loss: -0.3356988 MI_loss: 20.395304 Detection error: 0.013006508350372314 time: 0:43:43.419168
- B/E: 48 / 20 , Gen_loss: -0.34127805 MI_loss: 20.732573 Detection error: 0.013000667095184326 time: 0:43:44.372804
- B/E: 49 / 20 , Gen_loss: -0.34488007 MI_loss: 21.108849 Detection error: 0.013016879558563232 time: 0:43:45.231947
- B/E: 50 / 20 , Gen_loss: -0.33654857 MI_loss: 20.507542 Detection error: 0.013009786605834961 time: 0:43:46.093896
- B/E: 51 / 20 , Gen_loss: -0.33755955 MI_loss: 20.629519 Detection error: 0.013009607791900635 time: 0:43:46.953289
- B/E: 52 / 20 , Gen_loss: -0.34436846 MI_loss: 20.878832 Detection error: 0.012986421585083008 time: 0:43:47.732388
- B/E: 53 / 20 , Gen_loss: -0.33199292 MI_loss: 20.29545 Detection error: 0.012984931468963623 time: 0:43:48.505607
- B/E: 54 / 20 , Gen_loss: -0.32881343 MI_loss: 20.080385 Detection error: 0.012977838516235352 time: 0:43:49.350365
- B/E: 55 / 20 , Gen_loss: -0.34504375 MI_loss: 21.049702 Detection error: 0.012960374355316162 time: 0:43:50.207427
- B/E: 56 / 20 , Gen_loss: -0.35240033 MI_loss: 21.350859 Detection error: 0.012934744358062744 time: 0:43:51.065215
- B/E: 57 / 20 , Gen_loss: -0.3429076 MI_loss: 20.92466 Detection error: 0.01292186975479126 time: 0:43:51.922709
- B/E: 58 / 20 , Gen_loss: -0.33466154 MI_loss: 20.389002 Detection error: 0.01290363073348999 time: 0:43:52.779620
- B/E: 59 / 20 , Gen_loss: -0.33395267 MI_loss: 20.51884 Detection error: 0.012931227684020996 time: 0:43:53.637291
- B/E: 60 / 20 , Gen_loss: -0.3294966 MI_loss: 20.145964 Detection error: 0.012927234172821045 time: 0:43:54.512535
- B/E: 61 / 20 , Gen_loss: -0.3439442 MI_loss: 20.86021 Detection error: 0.01290273666381836 time: 0:43:55.366389
- B/E: 62 / 20 , Gen_loss: -0.34201562 MI_loss: 20.654469 Detection error: 0.01290130615234375 time: 0:43:56.181985
- B/E: 63 / 20 , Gen_loss: -0.33848625 MI_loss: 20.779934 Detection error: 0.012908697128295898 time: 0:43:57.018497
- B/E: 64 / 20 , Gen_loss: -0.34131658 MI_loss: 20.892027 Detection error: 0.012910604476928711 time: 0:43:57.789832
- B/E: 65 / 20 , Gen_loss: -0.33548966 MI_loss: 20.385714 Detection error: 0.01290816068649292 time: 0:43:58.550009
- B/E: 66 / 20 , Gen_loss: -0.3408278 MI_loss: 20.709463 Detection error: 0.01289224624633789 time: 0:43:59.303434
- B/E: 67 / 20 , Gen_loss: -0.34258723 MI_loss: 20.781137 Detection error: 0.012880980968475342 time: 0:44:00.132569
- B/E: 68 / 20 , Gen_loss: -0.33806914 MI_loss: 20.65347 Detection error: 0.012881815433502197 time: 0:44:00.989875
- B/E: 69 / 20 , Gen_loss: -0.3361174 MI_loss: 20.424774 Detection error: 0.012884378433227539 time: 0:44:01.865827
- B/E: 70 / 20 , Gen_loss: -0.343824 MI_loss: 20.973629 Detection error: 0.01287984848022461 time: 0:44:02.721309
- B/E: 71 / 20 , Gen_loss: -0.32634097 MI_loss: 19.969067 Detection error: 0.012871503829956055 time: 0:44:03.577388
- B/E: 72 / 20 , Gen_loss: -0.337922 MI_loss: 20.531906 Detection error: 0.01286172866821289 time: 0:44:04.436999
- B/E: 73 / 20 , Gen_loss: -0.33126405 MI_loss: 20.282751 Detection error: 0.01285475492477417 time: 0:44:05.292735
- B/E: 74 / 20 , Gen_loss: -0.3440983 MI_loss: 20.835495 Detection error: 0.012851238250732422 time: 0:44:06.147585
- B/E: 75 / 20 , Gen_loss: -0.33355373 MI_loss: 20.358593 Detection error: 0.01284170150756836 time: 0:44:07.001703
- B/E: 76 / 20 , Gen_loss: -0.3242563 MI_loss: 19.821741 Detection error: 0.012845754623413086 time: 0:44:07.845809
- B/E: 77 / 20 , Gen_loss: -0.3380785 MI_loss: 20.586515 Detection error: 0.012838125228881836 time: 0:44:08.593474
- B/E: 78 / 20 , Gen_loss: -0.33380985 MI_loss: 20.365808 Detection error: 0.012838602066040039 time: 0:44:09.448148
- B/E: 79 / 20 , Gen_loss: -0.34277433 MI_loss: 20.871746 Detection error: 0.012839436531066895 time: 0:44:10.363637
- B/E: 80 / 20 , Gen_loss: -0.33670124 MI_loss: 20.63166 Detection error: 0.01284414529800415 time: 0:44:11.109935
- B/E: 81 / 20 , Gen_loss: -0.33494878 MI_loss: 20.392893 Detection error: 0.01283496618270874 time: 0:44:11.884000
- B/E: 82 / 20 , Gen_loss: -0.33094835 MI_loss: 20.187117 Detection error: 0.012831330299377441 time: 0:44:12.632273
- B/E: 83 / 20 , Gen_loss: -0.34323275 MI_loss: 20.88015 Detection error: 0.01282811164855957 time: 0:44:13.379368
- B/E: 84 / 20 , Gen_loss: -0.32799816 MI_loss: 19.947308 Detection error: 0.012821674346923828 time: 0:44:14.228309
- B/E: 85 / 20 , Gen_loss: -0.33933046 MI_loss: 20.496035 Detection error: 0.01280122995376587 time: 0:44:15.083923
- B/E: 86 / 20 , Gen_loss: -0.3496148 MI_loss: 21.162495 Detection error: 0.012807846069335938 time: 0:44:15.939966
- B/E: 87 / 20 , Gen_loss: -0.3291168 MI_loss: 19.985329 Detection error: 0.012785851955413818 time: 0:44:16.799262
- B/E: 88 / 20 , Gen_loss: -0.33839095 MI_loss: 20.44442 Detection error: 0.012771785259246826 time: 0:44:17.657089
- B/E: 89 / 20 , Gen_loss: -0.32920036 MI_loss: 20.081167 Detection error: 0.012782275676727295 time: 0:44:18.518200
- B/E: 90 / 20 , Gen_loss: -0.33038273 MI_loss: 19.990494 Detection error: 0.012779176235198975 time: 0:44:19.376218
- B/E: 91 / 20 , Gen_loss: -0.3318539 MI_loss: 20.204681 Detection error: 0.012782633304595947 time: 0:44:20.234258
- B/E: 92 / 20 , Gen_loss: -0.32634225 MI_loss: 19.720093 Detection error: 0.012766480445861816 time: 0:44:21.091654
- B/E: 93 / 20 , Gen_loss: -0.33026513 MI_loss: 20.207657 Detection error: 0.01276397705078125 time: 0:44:21.904455
- B/E: 94 / 20 , Gen_loss: -0.3308552 MI_loss: 20.2797 Detection error: 0.012776672840118408 time: 0:44:22.676201
- B/E: 95 / 20 , Gen_loss: -0.33889484 MI_loss: 20.655598 Detection error: 0.012780904769897461 time: 0:44:23.510653
- B/E: 96 / 20 , Gen_loss: -0.33286393 MI_loss: 20.239262 Detection error: 0.012775778770446777 time: 0:44:24.261418
- B/E: 97 / 20 , Gen_loss: -0.34270594 MI_loss: 20.80305 Detection error: 0.012774884700775146 time: 0:44:25.013798
- B/E: 98 / 20 , Gen_loss: -0.33558026 MI_loss: 20.423332 Detection error: 0.01276165246963501 time: 0:44:25.767442
- B/E: 99 / 20 , Gen_loss: -0.33472738 MI_loss: 20.208755 Detection error: 0.012750327587127686 time: 0:44:26.516248
- B/E: 100 / 20 , Gen_loss: -0.33047944 MI_loss: 20.271667 Detection error: 0.01276332139968872 time: 0:44:27.264728
- B/E: 101 / 20 , Gen_loss: -0.34038135 MI_loss: 20.776999 Detection error: 0.012760698795318604 time: 0:44:28.027733
- B/E: 102 / 20 , Gen_loss: -0.33603072 MI_loss: 20.616821 Detection error: 0.012765169143676758 time: 0:44:28.779401
- B/E: 103 / 20 , Gen_loss: -0.33309925 MI_loss: 20.268316 Detection error: 0.012762606143951416 time: 0:44:29.551790
- B/E: 104 / 20 , Gen_loss: -0.33788496 MI_loss: 20.32618 Detection error: 0.012770235538482666 time: 0:44:30.388985
- B/E: 105 / 20 , Gen_loss: -0.3313507 MI_loss: 20.017857 Detection error: 0.012764155864715576 time: 0:44:31.242059
- B/E: 106 / 20 , Gen_loss: -0.34159255 MI_loss: 20.76282 Detection error: 0.01277250051498413 time: 0:44:32.094821
- B/E: 107 / 20 , Gen_loss: -0.3351375 MI_loss: 20.45979 Detection error: 0.01276850700378418 time: 0:44:32.947750
- B/E: 108 / 20 , Gen_loss: -0.32883048 MI_loss: 20.117485 Detection error: 0.012770354747772217 time: 0:44:33.823898
- B/E: 109 / 20 , Gen_loss: -0.33562705 MI_loss: 20.304934 Detection error: 0.012757956981658936 time: 0:44:34.680836
- B/E: 110 / 20 , Gen_loss: -0.33889982 MI_loss: 20.405602 Detection error: 0.01274186372756958 time: 0:44:35.536784
- B/E: 111 / 20 , Gen_loss: -0.3326288 MI_loss: 20.255142 Detection error: 0.012743592262268066 time: 0:44:36.497651
- B/E: 112 / 20 , Gen_loss: -0.33261552 MI_loss: 20.232405 Detection error: 0.012740850448608398 time: 0:44:37.356295
- B/E: 113 / 20 , Gen_loss: -0.3330665 MI_loss: 20.131924 Detection error: 0.012742042541503906 time: 0:44:38.213582
- B/E: 114 / 20 , Gen_loss: -0.33760998 MI_loss: 20.642632 Detection error: 0.01274263858795166 time: 0:44:39.069246
- B/E: 115 / 20 , Gen_loss: -0.33328015 MI_loss: 20.264164 Detection error: 0.012737631797790527 time: 0:44:39.926637
- B/E: 116 / 20 , Gen_loss: -0.33303955 MI_loss: 20.315687 Detection error: 0.01273345947265625 time: 0:44:40.783481
- B/E: 117 / 20 , Gen_loss: -0.3366052 MI_loss: 20.475662 Detection error: 0.01273965835571289 time: 0:44:41.562362
- B/E: 118 / 20 , Gen_loss: -0.33285254 MI_loss: 20.234684 Detection error: 0.012728452682495117 time: 0:44:42.309883
- B/E: 119 / 20 , Gen_loss: -0.33461168 MI_loss: 20.373655 Detection error: 0.012727081775665283 time: 0:44:43.153516
- B/E: 120 / 20 , Gen_loss: -0.3443533 MI_loss: 21.032776 Detection error: 0.012720823287963867 time: 0:44:44.007747
- B/E: 121 / 20 , Gen_loss: -0.33534274 MI_loss: 20.44637 Detection error: 0.012723386287689209 time: 0:44:44.862635
- B/E: 122 / 20 , Gen_loss: -0.3443119 MI_loss: 20.883303 Detection error: 0.012711644172668457 time: 0:44:45.719220
- B/E: 123 / 20 , Gen_loss: -0.33041334 MI_loss: 20.141441 Detection error: 0.012701869010925293 time: 0:44:46.573002
- B/E: 124 / 20 , Gen_loss: -0.33825922 MI_loss: 20.653294 Detection error: 0.012706756591796875 time: 0:44:47.426955
- B/E: 125 / 20 , Gen_loss: -0.33273417 MI_loss: 20.301529 Detection error: 0.01270979642868042 time: 0:44:48.282058
- B/E: 126 / 20 , Gen_loss: -0.3422464 MI_loss: 20.916283 Detection error: 0.012720465660095215 time: 0:44:49.066265
- B/E: 127 / 20 , Gen_loss: -0.3376814 MI_loss: 20.603819 Detection error: 0.01271510124206543 time: 0:44:49.897701
- B/E: 128 / 20 , Gen_loss: -0.33148444 MI_loss: 20.196915 Detection error: 0.012716114521026611 time: 0:44:50.645841
- B/E: 129 / 20 , Gen_loss: -0.32839152 MI_loss: 20.180456 Detection error: 0.012727856636047363 time: 0:44:51.397676
- B/E: 130 / 20 , Gen_loss: -0.33319584 MI_loss: 20.181786 Detection error: 0.012733280658721924 time: 0:44:52.242147
- B/E: 131 / 20 , Gen_loss: -0.33759403 MI_loss: 20.61592 Detection error: 0.01273036003112793 time: 0:44:53.100735
- B/E: 132 / 20 , Gen_loss: -0.3380869 MI_loss: 20.536001 Detection error: 0.012722015380859375 time: 0:44:53.955236
- B/E: 133 / 20 , Gen_loss: -0.33269498 MI_loss: 20.363096 Detection error: 0.012729465961456299 time: 0:44:54.808767
- B/E: 134 / 20 , Gen_loss: -0.33965558 MI_loss: 20.855957 Detection error: 0.012734472751617432 time: 0:44:55.662180
- B/E: 135 / 20 , Gen_loss: -0.3407446 MI_loss: 20.58346 Detection error: 0.012723565101623535 time: 0:44:56.516149
- B/E: 136 / 20 , Gen_loss: -0.33646816 MI_loss: 20.632298 Detection error: 0.01272672414779663 time: 0:44:57.373235
- B/E: 137 / 20 , Gen_loss: -0.34081554 MI_loss: 20.748375 Detection error: 0.012727141380310059 time: 0:44:58.225908
- B/E: 138 / 20 , Gen_loss: -0.33952305 MI_loss: 20.67896 Detection error: 0.012726843357086182 time: 0:44:59.005114
- B/E: 139 / 20 , Gen_loss: -0.34542644 MI_loss: 21.058294 Detection error: 0.012732148170471191 time: 0:44:59.753643
- B/E: 140 / 20 , Gen_loss: -0.32813215 MI_loss: 19.886463 Detection error: 0.012723863124847412 time: 0:45:00.500220
- B/E: 141 / 20 , Gen_loss: -0.33448994 MI_loss: 20.20104 Detection error: 0.01272428035736084 time: 0:45:01.372496
- B/E: 142 / 20 , Gen_loss: -0.34838364 MI_loss: 21.16188 Detection error: 0.012722492218017578 time: 0:45:02.226908
- B/E: 143 / 20 , Gen_loss: -0.33632255 MI_loss: 20.582531 Detection error: 0.012723326683044434 time: 0:45:03.174558
- B/E: 144 / 20 , Gen_loss: -0.33386424 MI_loss: 20.35206 Detection error: 0.012724161148071289 time: 0:45:04.047277
- B/E: 145 / 20 , Gen_loss: -0.33808142 MI_loss: 20.579847 Detection error: 0.012724757194519043 time: 0:45:04.937133
- B/E: 146 / 20 , Gen_loss: -0.33774891 MI_loss: 20.435446 Detection error: 0.012719392776489258 time: 0:45:05.796883
- B/E: 147 / 20 , Gen_loss: -0.34168357 MI_loss: 20.817446 Detection error: 0.012724220752716064 time: 0:45:06.651532
- B/E: 148 / 20 , Gen_loss: -0.33322003 MI_loss: 20.279905 Detection error: 0.012723982334136963 time: 0:45:07.506207
- B/E: 149 / 20 , Gen_loss: -0.35002708 MI_loss: 21.27535 Detection error: 0.012723147869110107 time: 0:45:08.360230
-
- Test Loss: 13.710992 Test Error: 0.0125083327293396
- -----
- EPOCH: 21
- B/E: 0 / 21 , Gen_loss: -0.33436355 MI_loss: 20.342869 Detection error: 0.012937486171722412 time: 0:45:10.326561
- B/E: 1 / 21 , Gen_loss: -0.24011199 MI_loss: 15.4565 Detection error: 0.019015610218048096 time: 0:45:14.229936
- B/E: 2 / 21 , Gen_loss: -0.32218572 MI_loss: 19.421806 Detection error: 0.016604185104370117 time: 0:45:15.100035
- B/E: 3 / 21 , Gen_loss: -0.28899467 MI_loss: 17.75821 Detection error: 0.016429662704467773 time: 0:45:15.962751
- B/E: 4 / 21 , Gen_loss: -0.28982788 MI_loss: 17.919914 Detection error: 0.016162514686584473 time: 0:45:16.827528
- B/E: 5 / 21 , Gen_loss: -0.31847605 MI_loss: 19.606894 Detection error: 0.01575523614883423 time: 0:45:17.785285
- B/E: 6 / 21 , Gen_loss: -0.3098939 MI_loss: 19.063126 Detection error: 0.01541966199874878 time: 0:45:18.646577
- B/E: 7 / 21 , Gen_loss: -0.31673282 MI_loss: 19.357525 Detection error: 0.015253901481628418 time: 0:45:19.509028
- B/E: 8 / 21 , Gen_loss: -0.3122468 MI_loss: 19.132378 Detection error: 0.01498955488204956 time: 0:45:20.369683
- B/E: 9 / 21 , Gen_loss: -0.32023895 MI_loss: 19.56006 Detection error: 0.014750003814697266 time: 0:45:21.227475
- B/E: 10 / 21 , Gen_loss: -0.32960877 MI_loss: 20.031942 Detection error: 0.014568209648132324 time: 0:45:22.084329
- B/E: 11 / 21 , Gen_loss: -0.3199583 MI_loss: 19.630594 Detection error: 0.0144270658493042 time: 0:45:22.940205
- B/E: 12 / 21 , Gen_loss: -0.33396766 MI_loss: 20.334549 Detection error: 0.01433652639389038 time: 0:45:23.799450
- B/E: 13 / 21 , Gen_loss: -0.32936555 MI_loss: 20.057362 Detection error: 0.014156222343444824 time: 0:45:24.661780
- B/E: 14 / 21 , Gen_loss: -0.32649872 MI_loss: 19.869081 Detection error: 0.014033317565917969 time: 0:45:25.526515
- B/E: 15 / 21 , Gen_loss: -0.31937626 MI_loss: 19.4226 Detection error: 0.013916015625 time: 0:45:26.383187
- B/E: 16 / 21 , Gen_loss: -0.32685256 MI_loss: 19.770065 Detection error: 0.013794124126434326 time: 0:45:27.238695
- B/E: 17 / 21 , Gen_loss: -0.33019122 MI_loss: 20.04592 Detection error: 0.013673603534698486 time: 0:45:28.097991
- B/E: 18 / 21 , Gen_loss: -0.3263676 MI_loss: 19.845966 Detection error: 0.013578951358795166 time: 0:45:28.961517
- B/E: 19 / 21 , Gen_loss: -0.31545126 MI_loss: 19.31939 Detection error: 0.013496875762939453 time: 0:45:29.817259
- B/E: 20 / 21 , Gen_loss: -0.329965 MI_loss: 20.090504 Detection error: 0.013476192951202393 time: 0:45:30.763145
- B/E: 21 / 21 , Gen_loss: -0.3316746 MI_loss: 20.217548 Detection error: 0.013424694538116455 time: 0:45:31.620111
- B/E: 22 / 21 , Gen_loss: -0.33717182 MI_loss: 20.437344 Detection error: 0.013379096984863281 time: 0:45:32.500754
- B/E: 23 / 21 , Gen_loss: -0.33588263 MI_loss: 20.407587 Detection error: 0.013359367847442627 time: 0:45:33.333386
- B/E: 24 / 21 , Gen_loss: -0.3333471 MI_loss: 20.28153 Detection error: 0.01331627368927002 time: 0:45:34.188033
- B/E: 25 / 21 , Gen_loss: -0.33112293 MI_loss: 20.105867 Detection error: 0.013289690017700195 time: 0:45:35.044577
- B/E: 26 / 21 , Gen_loss: -0.3292419 MI_loss: 20.15192 Detection error: 0.013298630714416504 time: 0:45:35.919271
- B/E: 27 / 21 , Gen_loss: -0.3374839 MI_loss: 20.709383 Detection error: 0.013296902179718018 time: 0:45:36.722010
- B/E: 28 / 21 , Gen_loss: -0.3427442 MI_loss: 20.82829 Detection error: 0.013290941715240479 time: 0:45:37.566236
- B/E: 29 / 21 , Gen_loss: -0.3356786 MI_loss: 20.288076 Detection error: 0.013257265090942383 time: 0:45:38.419874
- B/E: 30 / 21 , Gen_loss: -0.328259 MI_loss: 20.018232 Detection error: 0.01321268081665039 time: 0:45:39.275833
- B/E: 31 / 21 , Gen_loss: -0.3332127 MI_loss: 20.142845 Detection error: 0.013170897960662842 time: 0:45:40.128419
- B/E: 32 / 21 , Gen_loss: -0.3355622 MI_loss: 20.524227 Detection error: 0.01316380500793457 time: 0:45:40.986465
- B/E: 33 / 21 , Gen_loss: -0.33310667 MI_loss: 20.297785 Detection error: 0.013105690479278564 time: 0:45:41.840581
- B/E: 34 / 21 , Gen_loss: -0.33444422 MI_loss: 20.513628 Detection error: 0.013115167617797852 time: 0:45:42.696098
- B/E: 35 / 21 , Gen_loss: -0.33942488 MI_loss: 20.570341 Detection error: 0.01304858922958374 time: 0:45:43.551793
- B/E: 36 / 21 , Gen_loss: -0.34158432 MI_loss: 20.6861 Detection error: 0.013021111488342285 time: 0:45:44.509215
- B/E: 37 / 21 , Gen_loss: -0.34360948 MI_loss: 20.839962 Detection error: 0.013000011444091797 time: 0:45:45.366114
- B/E: 38 / 21 , Gen_loss: -0.34504804 MI_loss: 21.011292 Detection error: 0.013025641441345215 time: 0:45:46.221619
- B/E: 39 / 21 , Gen_loss: -0.33951932 MI_loss: 20.583311 Detection error: 0.012979686260223389 time: 0:45:47.075688
- B/E: 40 / 21 , Gen_loss: -0.34167436 MI_loss: 20.7567 Detection error: 0.012952744960784912 time: 0:45:47.933014
- B/E: 41 / 21 , Gen_loss: -0.3341828 MI_loss: 20.400162 Detection error: 0.012944936752319336 time: 0:45:48.753343
- B/E: 42 / 21 , Gen_loss: -0.33417776 MI_loss: 20.199146 Detection error: 0.012910604476928711 time: 0:45:49.499159
- B/E: 43 / 21 , Gen_loss: -0.33617726 MI_loss: 20.300125 Detection error: 0.01290982961654663 time: 0:45:50.246589
- B/E: 44 / 21 , Gen_loss: -0.33264396 MI_loss: 20.314112 Detection error: 0.012912511825561523 time: 0:45:51.087013
- B/E: 45 / 21 , Gen_loss: -0.33737707 MI_loss: 20.589067 Detection error: 0.012915074825286865 time: 0:45:51.961022
- B/E: 46 / 21 , Gen_loss: -0.33489266 MI_loss: 20.421104 Detection error: 0.012905597686767578 time: 0:45:52.818432
- B/E: 47 / 21 , Gen_loss: -0.3272626 MI_loss: 19.88623 Detection error: 0.012891292572021484 time: 0:45:53.675104
- B/E: 48 / 21 , Gen_loss: -0.3411613 MI_loss: 20.735722 Detection error: 0.012897968292236328 time: 0:45:54.529890
- B/E: 49 / 21 , Gen_loss: -0.3381865 MI_loss: 20.690996 Detection error: 0.012899398803710938 time: 0:45:55.382727
- B/E: 50 / 21 , Gen_loss: -0.33340257 MI_loss: 20.301825 Detection error: 0.012901365756988525 time: 0:45:56.243454
- B/E: 51 / 21 , Gen_loss: -0.34890264 MI_loss: 21.358015 Detection error: 0.012897849082946777 time: 0:45:57.098356
- B/E: 52 / 21 , Gen_loss: -0.348896 MI_loss: 21.1451 Detection error: 0.012866735458374023 time: 0:45:57.983462
- B/E: 53 / 21 , Gen_loss: -0.34129578 MI_loss: 20.841684 Detection error: 0.012877285480499268 time: 0:45:58.735228
- B/E: 54 / 21 , Gen_loss: -0.33287045 MI_loss: 20.120092 Detection error: 0.012847185134887695 time: 0:45:59.485372
- B/E: 55 / 21 , Gen_loss: -0.339836 MI_loss: 20.712223 Detection error: 0.01283872127532959 time: 0:46:00.351692
- B/E: 56 / 21 , Gen_loss: -0.3383768 MI_loss: 20.631882 Detection error: 0.012820720672607422 time: 0:46:01.203734
- B/E: 57 / 21 , Gen_loss: -0.34369877 MI_loss: 20.825954 Detection error: 0.012803316116333008 time: 0:46:02.055149
- B/E: 58 / 21 , Gen_loss: -0.34274688 MI_loss: 20.7347 Detection error: 0.012784957885742188 time: 0:46:02.908042
- B/E: 59 / 21 , Gen_loss: -0.34248614 MI_loss: 20.874422 Detection error: 0.012799978256225586 time: 0:46:03.788683
- B/E: 60 / 21 , Gen_loss: -0.3416553 MI_loss: 20.894814 Detection error: 0.01280432939529419 time: 0:46:04.645237
- B/E: 61 / 21 , Gen_loss: -0.33303028 MI_loss: 20.366104 Detection error: 0.012779712677001953 time: 0:46:05.500064
- B/E: 62 / 21 , Gen_loss: -0.34217873 MI_loss: 20.791628 Detection error: 0.012781262397766113 time: 0:46:06.356918
- B/E: 63 / 21 , Gen_loss: -0.33272794 MI_loss: 20.209614 Detection error: 0.01277536153793335 time: 0:46:07.211869
- B/E: 64 / 21 , Gen_loss: -0.33549166 MI_loss: 20.509678 Detection error: 0.012763917446136475 time: 0:46:08.091755
- B/E: 65 / 21 , Gen_loss: -0.34581047 MI_loss: 20.954956 Detection error: 0.012755215167999268 time: 0:46:08.950775
- B/E: 66 / 21 , Gen_loss: -0.34659505 MI_loss: 21.015182 Detection error: 0.012743949890136719 time: 0:46:09.806607
- B/E: 67 / 21 , Gen_loss: -0.34139273 MI_loss: 20.78449 Detection error: 0.012728393077850342 time: 0:46:10.664873
- B/E: 68 / 21 , Gen_loss: -0.3405771 MI_loss: 20.760387 Detection error: 0.012721896171569824 time: 0:46:11.550280
- B/E: 69 / 21 , Gen_loss: -0.34065315 MI_loss: 20.67571 Detection error: 0.01272815465927124 time: 0:46:12.301731
- B/E: 70 / 21 , Gen_loss: -0.34283185 MI_loss: 20.85976 Detection error: 0.012722253799438477 time: 0:46:13.051779
- B/E: 71 / 21 , Gen_loss: -0.33017856 MI_loss: 20.045597 Detection error: 0.01271742582321167 time: 0:46:13.799540
- B/E: 72 / 21 , Gen_loss: -0.33582664 MI_loss: 20.484037 Detection error: 0.012717008590698242 time: 0:46:14.547086
- B/E: 73 / 21 , Gen_loss: -0.33413285 MI_loss: 20.281216 Detection error: 0.012703120708465576 time: 0:46:15.295011
- B/E: 74 / 21 , Gen_loss: -0.33100018 MI_loss: 20.294937 Detection error: 0.012694597244262695 time: 0:46:16.048389
- B/E: 75 / 21 , Gen_loss: -0.33575803 MI_loss: 20.503479 Detection error: 0.012688755989074707 time: 0:46:16.808353
- B/E: 76 / 21 , Gen_loss: -0.32975876 MI_loss: 20.139288 Detection error: 0.01269686222076416 time: 0:46:17.556010
- B/E: 77 / 21 , Gen_loss: -0.336648 MI_loss: 20.477325 Detection error: 0.012684285640716553 time: 0:46:18.305241
- B/E: 78 / 21 , Gen_loss: -0.33810413 MI_loss: 20.592308 Detection error: 0.012686729431152344 time: 0:46:19.056165
- B/E: 79 / 21 , Gen_loss: -0.34021932 MI_loss: 20.720842 Detection error: 0.012686312198638916 time: 0:46:19.807005
- B/E: 80 / 21 , Gen_loss: -0.3381716 MI_loss: 20.61727 Detection error: 0.012687087059020996 time: 0:46:20.566122
- B/E: 81 / 21 , Gen_loss: -0.34823945 MI_loss: 21.046991 Detection error: 0.012674152851104736 time: 0:46:21.312726
- B/E: 82 / 21 , Gen_loss: -0.33269218 MI_loss: 20.17861 Detection error: 0.01266568899154663 time: 0:46:22.061705
- B/E: 83 / 21 , Gen_loss: -0.3308164 MI_loss: 20.043121 Detection error: 0.012667417526245117 time: 0:46:22.927701
- B/E: 84 / 21 , Gen_loss: -0.3369843 MI_loss: 20.618624 Detection error: 0.012656986713409424 time: 0:46:23.868019
- B/E: 85 / 21 , Gen_loss: -0.34361425 MI_loss: 20.879286 Detection error: 0.01264280080795288 time: 0:46:24.731227
- B/E: 86 / 21 , Gen_loss: -0.34673133 MI_loss: 21.026089 Detection error: 0.012645125389099121 time: 0:46:25.584806
- B/E: 87 / 21 , Gen_loss: -0.3366225 MI_loss: 20.35647 Detection error: 0.01262819766998291 time: 0:46:26.401989
- B/E: 88 / 21 , Gen_loss: -0.335063 MI_loss: 20.357449 Detection error: 0.012608170509338379 time: 0:46:27.148273
- B/E: 89 / 21 , Gen_loss: -0.34870988 MI_loss: 21.369076 Detection error: 0.012625336647033691 time: 0:46:27.901877
- B/E: 90 / 21 , Gen_loss: -0.34299263 MI_loss: 20.687542 Detection error: 0.012614011764526367 time: 0:46:28.655618
- B/E: 91 / 21 , Gen_loss: -0.33002183 MI_loss: 20.090229 Detection error: 0.012620270252227783 time: 0:46:29.401385
- B/E: 92 / 21 , Gen_loss: -0.33060387 MI_loss: 20.099936 Detection error: 0.01260751485824585 time: 0:46:30.148675
- B/E: 93 / 21 , Gen_loss: -0.33491614 MI_loss: 20.4484 Detection error: 0.012605071067810059 time: 0:46:30.895713
- B/E: 94 / 21 , Gen_loss: -0.3392725 MI_loss: 20.814005 Detection error: 0.012618720531463623 time: 0:46:31.672870
- B/E: 95 / 21 , Gen_loss: -0.34112206 MI_loss: 20.778854 Detection error: 0.012621104717254639 time: 0:46:32.513210
- B/E: 96 / 21 , Gen_loss: -0.3349609 MI_loss: 20.382341 Detection error: 0.012621104717254639 time: 0:46:33.367708
- B/E: 97 / 21 , Gen_loss: -0.34669605 MI_loss: 21.110004 Detection error: 0.01260906457901001 time: 0:46:34.222241
- B/E: 98 / 21 , Gen_loss: -0.3420877 MI_loss: 20.827599 Detection error: 0.012594997882843018 time: 0:46:35.076212
- B/E: 99 / 21 , Gen_loss: -0.33662933 MI_loss: 20.468328 Detection error: 0.012594401836395264 time: 0:46:35.954226
- B/E: 100 / 21 , Gen_loss: -0.34085995 MI_loss: 20.716473 Detection error: 0.012598097324371338 time: 0:46:36.918216
- B/E: 101 / 21 , Gen_loss: -0.3354244 MI_loss: 20.35475 Detection error: 0.012592196464538574 time: 0:46:37.773122
- B/E: 102 / 21 , Gen_loss: -0.34008977 MI_loss: 20.827976 Detection error: 0.01259225606918335 time: 0:46:38.630163
- B/E: 103 / 21 , Gen_loss: -0.32828012 MI_loss: 20.16335 Detection error: 0.01258862018585205 time: 0:46:39.407317
- B/E: 104 / 21 , Gen_loss: -0.3428861 MI_loss: 20.890532 Detection error: 0.012600898742675781 time: 0:46:40.155724
- B/E: 105 / 21 , Gen_loss: -0.3350546 MI_loss: 20.568138 Detection error: 0.012593746185302734 time: 0:46:40.994720
- B/E: 106 / 21 , Gen_loss: -0.33646965 MI_loss: 20.506392 Detection error: 0.01259547472000122 time: 0:46:41.847854
- B/E: 107 / 21 , Gen_loss: -0.33634356 MI_loss: 20.508476 Detection error: 0.012596070766448975 time: 0:46:42.700596
- B/E: 108 / 21 , Gen_loss: -0.33231252 MI_loss: 20.246574 Detection error: 0.012601792812347412 time: 0:46:43.556532
- B/E: 109 / 21 , Gen_loss: -0.3370106 MI_loss: 20.549213 Detection error: 0.012588918209075928 time: 0:46:44.411017
- B/E: 110 / 21 , Gen_loss: -0.33987874 MI_loss: 20.533573 Detection error: 0.012581348419189453 time: 0:46:45.268142
- B/E: 111 / 21 , Gen_loss: -0.34313548 MI_loss: 20.887924 Detection error: 0.012578427791595459 time: 0:46:46.127845
- B/E: 112 / 21 , Gen_loss: -0.3453192 MI_loss: 20.923082 Detection error: 0.012571096420288086 time: 0:46:46.983927
- B/E: 113 / 21 , Gen_loss: -0.33616483 MI_loss: 20.562119 Detection error: 0.01258307695388794 time: 0:46:47.842676
- B/E: 114 / 21 , Gen_loss: -0.3307702 MI_loss: 20.211033 Detection error: 0.012581229209899902 time: 0:46:48.697743
- B/E: 115 / 21 , Gen_loss: -0.35003212 MI_loss: 21.229507 Detection error: 0.012577831745147705 time: 0:46:49.552965
- B/E: 116 / 21 , Gen_loss: -0.33427915 MI_loss: 20.291275 Detection error: 0.012577474117279053 time: 0:46:50.489998
- B/E: 117 / 21 , Gen_loss: -0.3323007 MI_loss: 20.447323 Detection error: 0.012581050395965576 time: 0:46:51.350521
- B/E: 118 / 21 , Gen_loss: -0.3476197 MI_loss: 21.095982 Detection error: 0.012576401233673096 time: 0:46:52.226366
- B/E: 119 / 21 , Gen_loss: -0.3311666 MI_loss: 20.049809 Detection error: 0.01257789134979248 time: 0:46:53.080724
- B/E: 120 / 21 , Gen_loss: -0.34233382 MI_loss: 20.770721 Detection error: 0.01256638765335083 time: 0:46:53.933268
- B/E: 121 / 21 , Gen_loss: -0.3294638 MI_loss: 20.175447 Detection error: 0.012573003768920898 time: 0:46:54.786090
- B/E: 122 / 21 , Gen_loss: -0.33911353 MI_loss: 20.62305 Detection error: 0.012563526630401611 time: 0:46:55.652773
- B/E: 123 / 21 , Gen_loss: -0.3346964 MI_loss: 20.30158 Detection error: 0.012554943561553955 time: 0:46:56.507238
- B/E: 124 / 21 , Gen_loss: -0.32972747 MI_loss: 20.105219 Detection error: 0.012563526630401611 time: 0:46:57.362638
- B/E: 125 / 21 , Gen_loss: -0.34637234 MI_loss: 20.949821 Detection error: 0.0125654935836792 time: 0:46:58.218531
- B/E: 126 / 21 , Gen_loss: -0.33900476 MI_loss: 20.68687 Detection error: 0.01257234811782837 time: 0:46:59.090807
- B/E: 127 / 21 , Gen_loss: -0.3292125 MI_loss: 20.051033 Detection error: 0.012568116188049316 time: 0:46:59.944896
- B/E: 128 / 21 , Gen_loss: -0.334358 MI_loss: 20.298296 Detection error: 0.012563943862915039 time: 0:47:00.798722
- B/E: 129 / 21 , Gen_loss: -0.3411145 MI_loss: 20.709146 Detection error: 0.01256561279296875 time: 0:47:01.652073
- B/E: 130 / 21 , Gen_loss: -0.34109125 MI_loss: 20.662783 Detection error: 0.01257181167602539 time: 0:47:02.507429
- B/E: 131 / 21 , Gen_loss: -0.33479473 MI_loss: 20.330824 Detection error: 0.012569606304168701 time: 0:47:03.395227
- B/E: 132 / 21 , Gen_loss: -0.34299242 MI_loss: 20.796343 Detection error: 0.01256859302520752 time: 0:47:04.352721
- B/E: 133 / 21 , Gen_loss: -0.34092346 MI_loss: 20.66685 Detection error: 0.012567639350891113 time: 0:47:05.216631
- B/E: 134 / 21 , Gen_loss: -0.34420082 MI_loss: 21.155518 Detection error: 0.012577056884765625 time: 0:47:06.073385
- B/E: 135 / 21 , Gen_loss: -0.34702858 MI_loss: 20.889515 Detection error: 0.012569844722747803 time: 0:47:06.856292
- B/E: 136 / 21 , Gen_loss: -0.34119144 MI_loss: 20.730022 Detection error: 0.012570500373840332 time: 0:47:07.606400
- B/E: 137 / 21 , Gen_loss: -0.33128014 MI_loss: 20.108953 Detection error: 0.012570679187774658 time: 0:47:08.354262
- B/E: 138 / 21 , Gen_loss: -0.3456676 MI_loss: 21.061228 Detection error: 0.01257014274597168 time: 0:47:09.101911
- B/E: 139 / 21 , Gen_loss: -0.3462671 MI_loss: 20.98377 Detection error: 0.012570977210998535 time: 0:47:09.864754
- B/E: 140 / 21 , Gen_loss: -0.33752194 MI_loss: 20.681372 Detection error: 0.012570679187774658 time: 0:47:10.612118
- B/E: 141 / 21 , Gen_loss: -0.34447885 MI_loss: 20.885925 Detection error: 0.012567996978759766 time: 0:47:11.361823
- B/E: 142 / 21 , Gen_loss: -0.33865997 MI_loss: 20.519833 Detection error: 0.01256859302520752 time: 0:47:12.112631
- B/E: 143 / 21 , Gen_loss: -0.3468891 MI_loss: 21.084404 Detection error: 0.012566626071929932 time: 0:47:12.955046
- B/E: 144 / 21 , Gen_loss: -0.32814375 MI_loss: 20.012774 Detection error: 0.012576103210449219 time: 0:47:13.808972
- B/E: 145 / 21 , Gen_loss: -0.32875073 MI_loss: 20.130648 Detection error: 0.012577056884765625 time: 0:47:14.663647
- B/E: 146 / 21 , Gen_loss: -0.33146283 MI_loss: 20.076595 Detection error: 0.012571454048156738 time: 0:47:15.518027
- B/E: 147 / 21 , Gen_loss: -0.3409894 MI_loss: 20.777378 Detection error: 0.01257413625717163 time: 0:47:16.327092
- B/E: 148 / 21 , Gen_loss: -0.3322139 MI_loss: 20.2166 Detection error: 0.012575507164001465 time: 0:47:17.269386
- B/E: 149 / 21 , Gen_loss: -0.3282289 MI_loss: 20.043015 Detection error: 0.012576878070831299 time: 0:47:18.123339
-
- Test Loss: 13.710655 Test Error: 0.012350022792816162
- -----
- EPOCH: 22
- B/E: 0 / 22 , Gen_loss: -0.33915237 MI_loss: 20.729885 Detection error: 0.013093769550323486 time: 0:47:20.023079
- B/E: 1 / 22 , Gen_loss: -0.23267382 MI_loss: 15.038358 Detection error: 0.017984390258789062 time: 0:47:23.860014
- B/E: 2 / 22 , Gen_loss: -0.3201905 MI_loss: 19.480804 Detection error: 0.015760421752929688 time: 0:47:24.741458
- B/E: 3 / 22 , Gen_loss: -0.29671976 MI_loss: 18.184105 Detection error: 0.015726566314697266 time: 0:47:25.608588
- B/E: 4 / 22 , Gen_loss: -0.3093729 MI_loss: 19.286995 Detection error: 0.015625 time: 0:47:26.462673
- B/E: 5 / 22 , Gen_loss: -0.31130666 MI_loss: 19.256386 Detection error: 0.015145838260650635 time: 0:47:27.318639
- B/E: 6 / 22 , Gen_loss: -0.30342376 MI_loss: 18.764555 Detection error: 0.01481693983078003 time: 0:47:28.171261
- B/E: 7 / 22 , Gen_loss: -0.3053723 MI_loss: 18.904318 Detection error: 0.014800786972045898 time: 0:47:29.045300
- B/E: 8 / 22 , Gen_loss: -0.3104231 MI_loss: 18.95478 Detection error: 0.014423608779907227 time: 0:47:29.897174
- B/E: 9 / 22 , Gen_loss: -0.31414568 MI_loss: 19.193722 Detection error: 0.014143764972686768 time: 0:47:30.757240
- B/E: 10 / 22 , Gen_loss: -0.31050318 MI_loss: 18.968904 Detection error: 0.014045476913452148 time: 0:47:31.699824
- B/E: 11 / 22 , Gen_loss: -0.3139646 MI_loss: 19.315903 Detection error: 0.013940095901489258 time: 0:47:32.557595
- B/E: 12 / 22 , Gen_loss: -0.3260017 MI_loss: 19.85979 Detection error: 0.013896644115447998 time: 0:47:33.415132
- B/E: 13 / 22 , Gen_loss: -0.3289914 MI_loss: 20.003044 Detection error: 0.013738811016082764 time: 0:47:34.298714
- B/E: 14 / 22 , Gen_loss: -0.3251299 MI_loss: 19.622143 Detection error: 0.0136374831199646 time: 0:47:35.153885
- B/E: 15 / 22 , Gen_loss: -0.3396934 MI_loss: 20.675724 Detection error: 0.013548851013183594 time: 0:47:36.007813
- B/E: 16 / 22 , Gen_loss: -0.32323265 MI_loss: 19.57203 Detection error: 0.013422787189483643 time: 0:47:36.867833
- B/E: 17 / 22 , Gen_loss: -0.33106506 MI_loss: 20.071945 Detection error: 0.013326406478881836 time: 0:47:37.726010
- B/E: 18 / 22 , Gen_loss: -0.3232688 MI_loss: 19.647469 Detection error: 0.013254940509796143 time: 0:47:38.605859
- B/E: 19 / 22 , Gen_loss: -0.3255646 MI_loss: 19.929747 Detection error: 0.013187527656555176 time: 0:47:39.462490
- B/E: 20 / 22 , Gen_loss: -0.3276762 MI_loss: 19.984228 Detection error: 0.013150274753570557 time: 0:47:40.314483
- B/E: 21 / 22 , Gen_loss: -0.33414382 MI_loss: 20.327988 Detection error: 0.013139188289642334 time: 0:47:41.167144
- B/E: 22 / 22 , Gen_loss: -0.32667488 MI_loss: 19.92446 Detection error: 0.013076066970825195 time: 0:47:42.022639
- B/E: 23 / 22 , Gen_loss: -0.33286816 MI_loss: 20.24477 Detection error: 0.013061225414276123 time: 0:47:42.877755
- B/E: 24 / 22 , Gen_loss: -0.33810422 MI_loss: 20.429993 Detection error: 0.013011276721954346 time: 0:47:43.730479
- B/E: 25 / 22 , Gen_loss: -0.32729897 MI_loss: 19.940723 Detection error: 0.013013243675231934 time: 0:47:44.684140
- B/E: 26 / 22 , Gen_loss: -0.33215988 MI_loss: 20.218973 Detection error: 0.013006925582885742 time: 0:47:45.540019
- B/E: 27 / 22 , Gen_loss: -0.3326755 MI_loss: 20.27174 Detection error: 0.013003349304199219 time: 0:47:46.417291
- B/E: 28 / 22 , Gen_loss: -0.33355042 MI_loss: 20.36103 Detection error: 0.012981653213500977 time: 0:47:47.273226
- B/E: 29 / 22 , Gen_loss: -0.34087405 MI_loss: 20.733597 Detection error: 0.012973964214324951 time: 0:47:48.092474
- B/E: 30 / 22 , Gen_loss: -0.33880928 MI_loss: 20.5756 Detection error: 0.012921392917633057 time: 0:47:48.838731
- B/E: 31 / 22 , Gen_loss: -0.33775443 MI_loss: 20.46629 Detection error: 0.012869119644165039 time: 0:47:49.585032
- B/E: 32 / 22 , Gen_loss: -0.34047866 MI_loss: 20.816011 Detection error: 0.012871205806732178 time: 0:47:50.334686
- B/E: 33 / 22 , Gen_loss: -0.32693082 MI_loss: 19.802505 Detection error: 0.012832701206207275 time: 0:47:51.080985
- B/E: 34 / 22 , Gen_loss: -0.33070287 MI_loss: 20.00545 Detection error: 0.012820541858673096 time: 0:47:51.827284
- B/E: 35 / 22 , Gen_loss: -0.34282762 MI_loss: 20.812687 Detection error: 0.012774288654327393 time: 0:47:52.575622
- B/E: 36 / 22 , Gen_loss: -0.34679908 MI_loss: 21.118782 Detection error: 0.012739002704620361 time: 0:47:53.332312
- B/E: 37 / 22 , Gen_loss: -0.3313471 MI_loss: 20.117538 Detection error: 0.01273190975189209 time: 0:47:54.081735
- B/E: 38 / 22 , Gen_loss: -0.33568364 MI_loss: 20.383062 Detection error: 0.012748420238494873 time: 0:47:54.828037
- B/E: 39 / 22 , Gen_loss: -0.3402704 MI_loss: 20.66387 Detection error: 0.012716412544250488 time: 0:47:55.575118
- B/E: 40 / 22 , Gen_loss: -0.33877644 MI_loss: 20.679482 Detection error: 0.012697398662567139 time: 0:47:56.337990
- B/E: 41 / 22 , Gen_loss: -0.34035024 MI_loss: 20.62973 Detection error: 0.01267707347869873 time: 0:47:57.286901
- B/E: 42 / 22 , Gen_loss: -0.3370399 MI_loss: 20.548607 Detection error: 0.012661337852478027 time: 0:47:58.146978
- B/E: 43 / 22 , Gen_loss: -0.3482721 MI_loss: 21.052174 Detection error: 0.012660503387451172 time: 0:47:59.008424
- B/E: 44 / 22 , Gen_loss: -0.33988965 MI_loss: 20.645487 Detection error: 0.012672901153564453 time: 0:47:59.865833
- B/E: 45 / 22 , Gen_loss: -0.33498558 MI_loss: 20.46817 Detection error: 0.012675285339355469 time: 0:48:00.723342
- B/E: 46 / 22 , Gen_loss: -0.34460142 MI_loss: 20.821646 Detection error: 0.01267021894454956 time: 0:48:01.577173
- B/E: 47 / 22 , Gen_loss: -0.33978117 MI_loss: 20.71499 Detection error: 0.012660801410675049 time: 0:48:02.438051
- B/E: 48 / 22 , Gen_loss: -0.34281266 MI_loss: 20.904057 Detection error: 0.01266324520111084 time: 0:48:03.292885
- B/E: 49 / 22 , Gen_loss: -0.32506144 MI_loss: 19.741236 Detection error: 0.012671232223510742 time: 0:48:04.150431
- B/E: 50 / 22 , Gen_loss: -0.337986 MI_loss: 20.605625 Detection error: 0.012667298316955566 time: 0:48:04.937016
- B/E: 51 / 22 , Gen_loss: -0.3230934 MI_loss: 19.850222 Detection error: 0.012668251991271973 time: 0:48:05.688448
- B/E: 52 / 22 , Gen_loss: -0.34802896 MI_loss: 21.134785 Detection error: 0.01264268159866333 time: 0:48:06.438548
- B/E: 53 / 22 , Gen_loss: -0.34012645 MI_loss: 20.602474 Detection error: 0.012643516063690186 time: 0:48:07.187831
- B/E: 54 / 22 , Gen_loss: -0.34586087 MI_loss: 20.979118 Detection error: 0.01261758804321289 time: 0:48:07.935009
- B/E: 55 / 22 , Gen_loss: -0.3405722 MI_loss: 20.673 Detection error: 0.012607157230377197 time: 0:48:08.682767
- B/E: 56 / 22 , Gen_loss: -0.3418355 MI_loss: 20.786171 Detection error: 0.012593746185302734 time: 0:48:09.460441
- B/E: 57 / 22 , Gen_loss: -0.35326654 MI_loss: 21.527876 Detection error: 0.012577593326568604 time: 0:48:10.331729
- B/E: 58 / 22 , Gen_loss: -0.3242569 MI_loss: 19.734118 Detection error: 0.012559294700622559 time: 0:48:11.083872
- B/E: 59 / 22 , Gen_loss: -0.34130445 MI_loss: 20.84927 Detection error: 0.012586474418640137 time: 0:48:11.834886
- B/E: 60 / 22 , Gen_loss: -0.340796 MI_loss: 20.911585 Detection error: 0.012585043907165527 time: 0:48:12.608593
- B/E: 61 / 22 , Gen_loss: -0.33641547 MI_loss: 20.377605 Detection error: 0.012569546699523926 time: 0:48:13.356753
- B/E: 62 / 22 , Gen_loss: -0.3281811 MI_loss: 19.863274 Detection error: 0.012566983699798584 time: 0:48:14.127881
- B/E: 63 / 22 , Gen_loss: -0.33355048 MI_loss: 20.336939 Detection error: 0.01256251335144043 time: 0:48:15.070144
- B/E: 64 / 22 , Gen_loss: -0.33438113 MI_loss: 20.364677 Detection error: 0.012567281723022461 time: 0:48:15.901072
- B/E: 65 / 22 , Gen_loss: -0.34795335 MI_loss: 21.180374 Detection error: 0.012556374073028564 time: 0:48:16.829468
- B/E: 66 / 22 , Gen_loss: -0.33328867 MI_loss: 20.347244 Detection error: 0.01255035400390625 time: 0:48:17.756125
- B/E: 67 / 22 , Gen_loss: -0.34749925 MI_loss: 21.001133 Detection error: 0.012531697750091553 time: 0:48:18.535106
- B/E: 68 / 22 , Gen_loss: -0.32197583 MI_loss: 19.72525 Detection error: 0.012523114681243896 time: 0:48:19.282559
- B/E: 69 / 22 , Gen_loss: -0.34074032 MI_loss: 20.557472 Detection error: 0.012529492378234863 time: 0:48:20.125802
- B/E: 70 / 22 , Gen_loss: -0.34023678 MI_loss: 20.796528 Detection error: 0.012530386447906494 time: 0:48:20.937660
- B/E: 71 / 22 , Gen_loss: -0.3385246 MI_loss: 20.522528 Detection error: 0.012525618076324463 time: 0:48:21.794014
- B/E: 72 / 22 , Gen_loss: -0.33053514 MI_loss: 19.993404 Detection error: 0.01252526044845581 time: 0:48:22.647122
- B/E: 73 / 22 , Gen_loss: -0.33415496 MI_loss: 20.341894 Detection error: 0.012524068355560303 time: 0:48:23.598890
- B/E: 74 / 22 , Gen_loss: -0.33949715 MI_loss: 20.707024 Detection error: 0.012515842914581299 time: 0:48:24.453215
- B/E: 75 / 22 , Gen_loss: -0.32992274 MI_loss: 20.108717 Detection error: 0.012507796287536621 time: 0:48:25.306221
- B/E: 76 / 22 , Gen_loss: -0.32882136 MI_loss: 19.971592 Detection error: 0.012505292892456055 time: 0:48:26.161273
- B/E: 77 / 22 , Gen_loss: -0.3429813 MI_loss: 20.794071 Detection error: 0.012507617473602295 time: 0:48:27.015911
- B/E: 78 / 22 , Gen_loss: -0.33986196 MI_loss: 20.676735 Detection error: 0.012511849403381348 time: 0:48:27.870466
- B/E: 79 / 22 , Gen_loss: -0.34192955 MI_loss: 20.792614 Detection error: 0.012517213821411133 time: 0:48:28.725505
- B/E: 80 / 22 , Gen_loss: -0.33911297 MI_loss: 20.552639 Detection error: 0.012515425682067871 time: 0:48:29.588294
- B/E: 81 / 22 , Gen_loss: -0.33992037 MI_loss: 20.560535 Detection error: 0.012500762939453125 time: 0:48:30.444187
- B/E: 82 / 22 , Gen_loss: -0.33886817 MI_loss: 20.59749 Detection error: 0.012498140335083008 time: 0:48:31.299299
- B/E: 83 / 22 , Gen_loss: -0.32955742 MI_loss: 20.010435 Detection error: 0.01249849796295166 time: 0:48:32.158368
- B/E: 84 / 22 , Gen_loss: -0.33093628 MI_loss: 20.293177 Detection error: 0.012501120567321777 time: 0:48:32.935182
- B/E: 85 / 22 , Gen_loss: -0.328413 MI_loss: 19.92217 Detection error: 0.012485802173614502 time: 0:48:33.687258
- B/E: 86 / 22 , Gen_loss: -0.34121016 MI_loss: 20.677696 Detection error: 0.012487053871154785 time: 0:48:34.528334
- B/E: 87 / 22 , Gen_loss: -0.33895558 MI_loss: 20.49583 Detection error: 0.012462735176086426 time: 0:48:35.385848
- B/E: 88 / 22 , Gen_loss: -0.3361755 MI_loss: 20.521639 Detection error: 0.012452244758605957 time: 0:48:36.240213
- B/E: 89 / 22 , Gen_loss: -0.34707153 MI_loss: 21.19873 Detection error: 0.012462139129638672 time: 0:48:37.183510
- B/E: 90 / 22 , Gen_loss: -0.35501495 MI_loss: 21.45382 Detection error: 0.012453973293304443 time: 0:48:38.047347
- B/E: 91 / 22 , Gen_loss: -0.33911026 MI_loss: 20.629622 Detection error: 0.012459218502044678 time: 0:48:38.829603
- B/E: 92 / 22 , Gen_loss: -0.3435277 MI_loss: 20.801392 Detection error: 0.012445926666259766 time: 0:48:39.575159
- B/E: 93 / 22 , Gen_loss: -0.34455177 MI_loss: 21.032743 Detection error: 0.012442469596862793 time: 0:48:40.321839
- B/E: 94 / 22 , Gen_loss: -0.34067312 MI_loss: 20.703068 Detection error: 0.01245260238647461 time: 0:48:41.069682
- B/E: 95 / 22 , Gen_loss: -0.3398122 MI_loss: 20.650211 Detection error: 0.012460291385650635 time: 0:48:41.850188
- B/E: 96 / 22 , Gen_loss: -0.33570272 MI_loss: 20.495035 Detection error: 0.012456536293029785 time: 0:48:42.597494
- B/E: 97 / 22 , Gen_loss: -0.33919534 MI_loss: 20.561735 Detection error: 0.012447357177734375 time: 0:48:43.423616
- B/E: 98 / 22 , Gen_loss: -0.3386746 MI_loss: 20.596718 Detection error: 0.012436866760253906 time: 0:48:44.277705
- B/E: 99 / 22 , Gen_loss: -0.33479357 MI_loss: 20.277966 Detection error: 0.0124359130859375 time: 0:48:45.150193
- B/E: 100 / 22 , Gen_loss: -0.3374278 MI_loss: 20.601395 Detection error: 0.01243811845779419 time: 0:48:46.009788
- B/E: 101 / 22 , Gen_loss: -0.33642817 MI_loss: 20.498997 Detection error: 0.012434720993041992 time: 0:48:46.865041
- B/E: 102 / 22 , Gen_loss: -0.32961434 MI_loss: 20.100893 Detection error: 0.012438416481018066 time: 0:48:47.718546
- B/E: 103 / 22 , Gen_loss: -0.33967245 MI_loss: 20.484573 Detection error: 0.012431204319000244 time: 0:48:48.501943
- B/E: 104 / 22 , Gen_loss: -0.33069754 MI_loss: 20.051018 Detection error: 0.012443125247955322 time: 0:48:49.248658
- B/E: 105 / 22 , Gen_loss: -0.3327299 MI_loss: 20.312416 Detection error: 0.012439548969268799 time: 0:48:50.095692
- B/E: 106 / 22 , Gen_loss: -0.34096497 MI_loss: 20.78836 Detection error: 0.01244741678237915 time: 0:48:50.845120
- B/E: 107 / 22 , Gen_loss: -0.33427173 MI_loss: 20.391108 Detection error: 0.012444734573364258 time: 0:48:51.610678
- B/E: 108 / 22 , Gen_loss: -0.32556778 MI_loss: 19.782772 Detection error: 0.01245039701461792 time: 0:48:52.359507
- B/E: 109 / 22 , Gen_loss: -0.3376034 MI_loss: 20.53832 Detection error: 0.012445151805877686 time: 0:48:53.106210
- B/E: 110 / 22 , Gen_loss: -0.33720994 MI_loss: 20.306934 Detection error: 0.01243048906326294 time: 0:48:53.869311
- B/E: 111 / 22 , Gen_loss: -0.34024334 MI_loss: 20.648413 Detection error: 0.012433290481567383 time: 0:48:54.617862
- B/E: 112 / 22 , Gen_loss: -0.34752727 MI_loss: 20.999748 Detection error: 0.012430012226104736 time: 0:48:55.485453
- B/E: 113 / 22 , Gen_loss: -0.3342632 MI_loss: 20.470139 Detection error: 0.012431442737579346 time: 0:48:56.339353
- B/E: 114 / 22 , Gen_loss: -0.3381428 MI_loss: 20.58157 Detection error: 0.012432336807250977 time: 0:48:57.192991
- B/E: 115 / 22 , Gen_loss: -0.34586325 MI_loss: 21.027664 Detection error: 0.01242375373840332 time: 0:48:58.047302
- B/E: 116 / 22 , Gen_loss: -0.331514 MI_loss: 20.256168 Detection error: 0.012425482273101807 time: 0:48:58.903656
- B/E: 117 / 22 , Gen_loss: -0.33033937 MI_loss: 20.174026 Detection error: 0.012428998947143555 time: 0:48:59.755693
- B/E: 118 / 22 , Gen_loss: -0.33223435 MI_loss: 20.25104 Detection error: 0.012423336505889893 time: 0:49:00.607554
- B/E: 119 / 22 , Gen_loss: -0.33702022 MI_loss: 20.402313 Detection error: 0.012419283390045166 time: 0:49:01.466477
- B/E: 120 / 22 , Gen_loss: -0.3398677 MI_loss: 20.692225 Detection error: 0.012413501739501953 time: 0:49:02.319805
- B/E: 121 / 22 , Gen_loss: -0.33959985 MI_loss: 20.63703 Detection error: 0.01241236925125122 time: 0:49:03.253085
- B/E: 122 / 22 , Gen_loss: -0.33541602 MI_loss: 20.335083 Detection error: 0.012404978275299072 time: 0:49:04.126004
- B/E: 123 / 22 , Gen_loss: -0.33847874 MI_loss: 20.55621 Detection error: 0.012392878532409668 time: 0:49:04.996899
- B/E: 124 / 22 , Gen_loss: -0.33024907 MI_loss: 20.033527 Detection error: 0.012395977973937988 time: 0:49:05.860194
- B/E: 125 / 22 , Gen_loss: -0.33658823 MI_loss: 20.446766 Detection error: 0.012403547763824463 time: 0:49:06.715271
- B/E: 126 / 22 , Gen_loss: -0.35337844 MI_loss: 21.440329 Detection error: 0.012408733367919922 time: 0:49:07.573548
- B/E: 127 / 22 , Gen_loss: -0.33369386 MI_loss: 20.314854 Detection error: 0.012404024600982666 time: 0:49:08.429957
- B/E: 128 / 22 , Gen_loss: -0.33928585 MI_loss: 20.645561 Detection error: 0.012406229972839355 time: 0:49:09.293653
- B/E: 129 / 22 , Gen_loss: -0.3418697 MI_loss: 20.800537 Detection error: 0.012411057949066162 time: 0:49:10.152753
- B/E: 130 / 22 , Gen_loss: -0.33474162 MI_loss: 20.468836 Detection error: 0.012416481971740723 time: 0:49:11.009156
- B/E: 131 / 22 , Gen_loss: -0.34111342 MI_loss: 20.750948 Detection error: 0.012420713901519775 time: 0:49:11.863796
- B/E: 132 / 22 , Gen_loss: -0.34219307 MI_loss: 20.622646 Detection error: 0.012413561344146729 time: 0:49:12.736901
- B/E: 133 / 22 , Gen_loss: -0.3366835 MI_loss: 20.609268 Detection error: 0.012417435646057129 time: 0:49:13.559728
- B/E: 134 / 22 , Gen_loss: -0.33756647 MI_loss: 20.60386 Detection error: 0.01242363452911377 time: 0:49:14.312951
- B/E: 135 / 22 , Gen_loss: -0.34567094 MI_loss: 20.948256 Detection error: 0.012414753437042236 time: 0:49:15.060981
- B/E: 136 / 22 , Gen_loss: -0.3342279 MI_loss: 20.323816 Detection error: 0.012416958808898926 time: 0:49:15.809079
- B/E: 137 / 22 , Gen_loss: -0.33450252 MI_loss: 20.28396 Detection error: 0.012418270111083984 time: 0:49:16.659739
- B/E: 138 / 22 , Gen_loss: -0.33970016 MI_loss: 20.708288 Detection error: 0.012418866157531738 time: 0:49:17.412902
- B/E: 139 / 22 , Gen_loss: -0.34052768 MI_loss: 20.770298 Detection error: 0.012421667575836182 time: 0:49:18.162959
- B/E: 140 / 22 , Gen_loss: -0.33609796 MI_loss: 20.410156 Detection error: 0.012421965599060059 time: 0:49:18.910818
- B/E: 141 / 22 , Gen_loss: -0.3373159 MI_loss: 20.439716 Detection error: 0.012421667575836182 time: 0:49:19.662878
- B/E: 142 / 22 , Gen_loss: -0.33940685 MI_loss: 20.622356 Detection error: 0.012418687343597412 time: 0:49:20.414268
- B/E: 143 / 22 , Gen_loss: -0.33603042 MI_loss: 20.3358 Detection error: 0.012414276599884033 time: 0:49:21.165296
- B/E: 144 / 22 , Gen_loss: -0.3354562 MI_loss: 20.50193 Detection error: 0.012418746948242188 time: 0:49:21.916260
- B/E: 145 / 22 , Gen_loss: -0.3340414 MI_loss: 20.431904 Detection error: 0.01242142915725708 time: 0:49:22.756458
- B/E: 146 / 22 , Gen_loss: -0.33340758 MI_loss: 20.213268 Detection error: 0.012418806552886963 time: 0:49:23.608365
- B/E: 147 / 22 , Gen_loss: -0.3339014 MI_loss: 20.410913 Detection error: 0.012420594692230225 time: 0:49:24.459287
- B/E: 148 / 22 , Gen_loss: -0.34023118 MI_loss: 20.673492 Detection error: 0.012418210506439209 time: 0:49:25.313508
- B/E: 149 / 22 , Gen_loss: -0.34502286 MI_loss: 21.013086 Detection error: 0.012419164180755615 time: 0:49:26.164433
-
- Test Loss: 13.654337 Test Error: 0.012083351612091064
- -----
- EPOCH: 23
- B/E: 0 / 23 , Gen_loss: -0.3291874 MI_loss: 19.905542 Detection error: 0.012624979019165039 time: 0:49:28.168114
- B/E: 1 / 23 , Gen_loss: -0.23835167 MI_loss: 15.2245865 Detection error: 0.0174219012260437 time: 0:49:32.260617
- B/E: 2 / 23 , Gen_loss: -0.33180916 MI_loss: 20.031633 Detection error: 0.015562474727630615 time: 0:49:33.231618
- B/E: 3 / 23 , Gen_loss: -0.3082236 MI_loss: 18.960674 Detection error: 0.01526564359664917 time: 0:49:34.088993
- B/E: 4 / 23 , Gen_loss: -0.2925956 MI_loss: 18.096962 Detection error: 0.014981269836425781 time: 0:49:34.942880
- B/E: 5 / 23 , Gen_loss: -0.29720926 MI_loss: 18.393694 Detection error: 0.014708340167999268 time: 0:49:35.798962
- B/E: 6 / 23 , Gen_loss: -0.31714818 MI_loss: 19.432943 Detection error: 0.014357149600982666 time: 0:49:36.660058
- B/E: 7 / 23 , Gen_loss: -0.3191692 MI_loss: 19.643044 Detection error: 0.014308571815490723 time: 0:49:37.517457
- B/E: 8 / 23 , Gen_loss: -0.3183226 MI_loss: 19.428585 Detection error: 0.014114558696746826 time: 0:49:38.359741
- B/E: 9 / 23 , Gen_loss: -0.32488748 MI_loss: 19.762611 Detection error: 0.013962507247924805 time: 0:49:39.112139
- B/E: 10 / 23 , Gen_loss: -0.31728345 MI_loss: 19.449133 Detection error: 0.013835251331329346 time: 0:49:39.859269
- B/E: 11 / 23 , Gen_loss: -0.3210672 MI_loss: 19.548025 Detection error: 0.013726592063903809 time: 0:49:40.611161
- B/E: 12 / 23 , Gen_loss: -0.34288648 MI_loss: 20.721514 Detection error: 0.013632237911224365 time: 0:49:41.357344
- B/E: 13 / 23 , Gen_loss: -0.34447613 MI_loss: 20.885506 Detection error: 0.013533473014831543 time: 0:49:42.105088
- B/E: 14 / 23 , Gen_loss: -0.32624963 MI_loss: 19.899364 Detection error: 0.013462483882904053 time: 0:49:42.852222
- B/E: 15 / 23 , Gen_loss: -0.32614282 MI_loss: 19.96583 Detection error: 0.013373017311096191 time: 0:49:43.598328
- B/E: 16 / 23 , Gen_loss: -0.32414675 MI_loss: 19.588923 Detection error: 0.013235270977020264 time: 0:49:44.374629
- B/E: 17 / 23 , Gen_loss: -0.33235997 MI_loss: 20.221773 Detection error: 0.01313716173171997 time: 0:49:45.123583
- B/E: 18 / 23 , Gen_loss: -0.34068826 MI_loss: 20.737143 Detection error: 0.013067424297332764 time: 0:49:45.960415
- B/E: 19 / 23 , Gen_loss: -0.3225562 MI_loss: 19.600971 Detection error: 0.012982785701751709 time: 0:49:46.721669
- B/E: 20 / 23 , Gen_loss: -0.33768225 MI_loss: 20.544592 Detection error: 0.012995541095733643 time: 0:49:47.468135
- B/E: 21 / 23 , Gen_loss: -0.33027723 MI_loss: 20.144846 Detection error: 0.012984395027160645 time: 0:49:48.234109
- B/E: 22 / 23 , Gen_loss: -0.34086812 MI_loss: 20.689053 Detection error: 0.012917101383209229 time: 0:49:48.982637
- B/E: 23 / 23 , Gen_loss: -0.33272535 MI_loss: 20.098646 Detection error: 0.01288539171218872 time: 0:49:49.826749
- B/E: 24 / 23 , Gen_loss: -0.33477172 MI_loss: 20.468603 Detection error: 0.012881278991699219 time: 0:49:50.628857
- B/E: 25 / 23 , Gen_loss: -0.3303113 MI_loss: 20.129547 Detection error: 0.012855768203735352 time: 0:49:51.395200
- B/E: 26 / 23 , Gen_loss: -0.33637428 MI_loss: 20.490498 Detection error: 0.012881934642791748 time: 0:49:52.144691
- B/E: 27 / 23 , Gen_loss: -0.33484378 MI_loss: 20.515026 Detection error: 0.012883901596069336 time: 0:49:52.971955
- B/E: 28 / 23 , Gen_loss: -0.34333867 MI_loss: 20.980413 Detection error: 0.012869596481323242 time: 0:49:53.827633
- B/E: 29 / 23 , Gen_loss: -0.34588045 MI_loss: 20.806099 Detection error: 0.012834370136260986 time: 0:49:54.611748
- B/E: 30 / 23 , Gen_loss: -0.3374543 MI_loss: 20.664797 Detection error: 0.012784302234649658 time: 0:49:55.360650
- B/E: 31 / 23 , Gen_loss: -0.33782652 MI_loss: 20.435934 Detection error: 0.012743175029754639 time: 0:49:56.202182
- B/E: 32 / 23 , Gen_loss: -0.32780933 MI_loss: 20.023127 Detection error: 0.012745261192321777 time: 0:49:56.954847
- B/E: 33 / 23 , Gen_loss: -0.3362586 MI_loss: 20.367674 Detection error: 0.012691199779510498 time: 0:49:57.768764
- B/E: 34 / 23 , Gen_loss: -0.3277241 MI_loss: 19.999681 Detection error: 0.012675881385803223 time: 0:49:58.625510
- B/E: 35 / 23 , Gen_loss: -0.32852513 MI_loss: 20.00195 Detection error: 0.012644946575164795 time: 0:49:59.484201
- B/E: 36 / 23 , Gen_loss: -0.3315282 MI_loss: 20.221033 Detection error: 0.012605547904968262 time: 0:50:00.341228
- B/E: 37 / 23 , Gen_loss: -0.346546 MI_loss: 21.106401 Detection error: 0.012575685977935791 time: 0:50:01.118391
- B/E: 38 / 23 , Gen_loss: -0.34778094 MI_loss: 21.139532 Detection error: 0.01259458065032959 time: 0:50:01.866867
- B/E: 39 / 23 , Gen_loss: -0.33855298 MI_loss: 20.479826 Detection error: 0.012570321559906006 time: 0:50:02.615242
- B/E: 40 / 23 , Gen_loss: -0.34045365 MI_loss: 20.744005 Detection error: 0.012551069259643555 time: 0:50:03.363225
- B/E: 41 / 23 , Gen_loss: -0.33289644 MI_loss: 20.254448 Detection error: 0.012535691261291504 time: 0:50:04.117522
- B/E: 42 / 23 , Gen_loss: -0.33071953 MI_loss: 20.056013 Detection error: 0.012511610984802246 time: 0:50:04.962663
- B/E: 43 / 23 , Gen_loss: -0.3396512 MI_loss: 20.557846 Detection error: 0.012497186660766602 time: 0:50:05.817116
- B/E: 44 / 23 , Gen_loss: -0.3268389 MI_loss: 19.910515 Detection error: 0.012506961822509766 time: 0:50:06.671877
- B/E: 45 / 23 , Gen_loss: -0.33437318 MI_loss: 20.278482 Detection error: 0.012510180473327637 time: 0:50:07.528059
- B/E: 46 / 23 , Gen_loss: -0.33343795 MI_loss: 20.241852 Detection error: 0.012502670288085938 time: 0:50:08.388627
- B/E: 47 / 23 , Gen_loss: -0.35454816 MI_loss: 21.44361 Detection error: 0.012488305568695068 time: 0:50:09.243786
- B/E: 48 / 23 , Gen_loss: -0.34278032 MI_loss: 20.934814 Detection error: 0.01249551773071289 time: 0:50:10.186134
- B/E: 49 / 23 , Gen_loss: -0.34421355 MI_loss: 20.93181 Detection error: 0.012499988079071045 time: 0:50:11.041680
- B/E: 50 / 23 , Gen_loss: -0.3396871 MI_loss: 20.690151 Detection error: 0.012503087520599365 time: 0:50:11.896633
- B/E: 51 / 23 , Gen_loss: -0.34265935 MI_loss: 20.944368 Detection error: 0.012501180171966553 time: 0:50:12.756974
- B/E: 52 / 23 , Gen_loss: -0.34152564 MI_loss: 20.655622 Detection error: 0.012482881546020508 time: 0:50:13.611366
- B/E: 53 / 23 , Gen_loss: -0.33420327 MI_loss: 20.325634 Detection error: 0.012482047080993652 time: 0:50:14.468497
- B/E: 54 / 23 , Gen_loss: -0.3383259 MI_loss: 20.578886 Detection error: 0.012467026710510254 time: 0:50:15.326052
- B/E: 55 / 23 , Gen_loss: -0.34448218 MI_loss: 20.997036 Detection error: 0.012457609176635742 time: 0:50:16.214414
- B/E: 56 / 23 , Gen_loss: -0.3407791 MI_loss: 20.731693 Detection error: 0.012440800666809082 time: 0:50:17.071517
- B/E: 57 / 23 , Gen_loss: -0.33160755 MI_loss: 20.021292 Detection error: 0.012423515319824219 time: 0:50:17.929188
- B/E: 58 / 23 , Gen_loss: -0.33529526 MI_loss: 20.491198 Detection error: 0.0124131441116333 time: 0:50:18.786424
- B/E: 59 / 23 , Gen_loss: -0.33573344 MI_loss: 20.614925 Detection error: 0.012439608573913574 time: 0:50:19.664843
- B/E: 60 / 23 , Gen_loss: -0.34561774 MI_loss: 20.974731 Detection error: 0.012440085411071777 time: 0:50:20.455841
- B/E: 61 / 23 , Gen_loss: -0.32229155 MI_loss: 19.635395 Detection error: 0.012420356273651123 time: 0:50:21.205676
- B/E: 62 / 23 , Gen_loss: -0.34574223 MI_loss: 21.04432 Detection error: 0.012428104877471924 time: 0:50:21.954556
- B/E: 63 / 23 , Gen_loss: -0.3386764 MI_loss: 20.589876 Detection error: 0.012420892715454102 time: 0:50:22.803286
- B/E: 64 / 23 , Gen_loss: -0.3266155 MI_loss: 20.056395 Detection error: 0.012412488460540771 time: 0:50:23.553245
- B/E: 65 / 23 , Gen_loss: -0.3351641 MI_loss: 20.348146 Detection error: 0.012411952018737793 time: 0:50:24.307882
- B/E: 66 / 23 , Gen_loss: -0.34014568 MI_loss: 20.705612 Detection error: 0.012399256229400635 time: 0:50:25.058490
- B/E: 67 / 23 , Gen_loss: -0.34221375 MI_loss: 20.633259 Detection error: 0.012378692626953125 time: 0:50:25.809754
- B/E: 68 / 23 , Gen_loss: -0.33922714 MI_loss: 20.703484 Detection error: 0.012380003929138184 time: 0:50:26.559843
- B/E: 69 / 23 , Gen_loss: -0.34094903 MI_loss: 20.74124 Detection error: 0.012383460998535156 time: 0:50:27.308338
- B/E: 70 / 23 , Gen_loss: -0.3311182 MI_loss: 20.242868 Detection error: 0.01238161325454712 time: 0:50:28.060007
- B/E: 71 / 23 , Gen_loss: -0.33400324 MI_loss: 20.354218 Detection error: 0.012370645999908447 time: 0:50:28.811913
- B/E: 72 / 23 , Gen_loss: -0.33563194 MI_loss: 20.497702 Detection error: 0.012386143207550049 time: 0:50:29.576323
- B/E: 73 / 23 , Gen_loss: -0.34160492 MI_loss: 20.773617 Detection error: 0.01237797737121582 time: 0:50:30.325218
- B/E: 74 / 23 , Gen_loss: -0.33415547 MI_loss: 20.305466 Detection error: 0.012371659278869629 time: 0:50:31.074738
- B/E: 75 / 23 , Gen_loss: -0.3358684 MI_loss: 20.465748 Detection error: 0.012372136116027832 time: 0:50:31.825305
- B/E: 76 / 23 , Gen_loss: -0.3386613 MI_loss: 20.704828 Detection error: 0.012369334697723389 time: 0:50:32.584360
- B/E: 77 / 23 , Gen_loss: -0.3401887 MI_loss: 20.627453 Detection error: 0.012365758419036865 time: 0:50:33.432012
- B/E: 78 / 23 , Gen_loss: -0.35106716 MI_loss: 21.193174 Detection error: 0.012366712093353271 time: 0:50:34.272871
- B/E: 79 / 23 , Gen_loss: -0.33334804 MI_loss: 20.379475 Detection error: 0.012375414371490479 time: 0:50:35.102485
- B/E: 80 / 23 , Gen_loss: -0.3354889 MI_loss: 20.37355 Detection error: 0.012373864650726318 time: 0:50:35.972662
- B/E: 81 / 23 , Gen_loss: -0.33232835 MI_loss: 20.114544 Detection error: 0.012365102767944336 time: 0:50:36.830383
- B/E: 82 / 23 , Gen_loss: -0.32949775 MI_loss: 20.157413 Detection error: 0.012365221977233887 time: 0:50:37.682888
- B/E: 83 / 23 , Gen_loss: -0.3407948 MI_loss: 20.765238 Detection error: 0.012363076210021973 time: 0:50:38.535519
- B/E: 84 / 23 , Gen_loss: -0.329186 MI_loss: 19.934927 Detection error: 0.01236027479171753 time: 0:50:39.388472
- B/E: 85 / 23 , Gen_loss: -0.33794028 MI_loss: 20.43346 Detection error: 0.012345194816589355 time: 0:50:40.247091
- B/E: 86 / 23 , Gen_loss: -0.3402782 MI_loss: 20.66055 Detection error: 0.012340128421783447 time: 0:50:41.100141
- B/E: 87 / 23 , Gen_loss: -0.3426257 MI_loss: 20.66811 Detection error: 0.012323856353759766 time: 0:50:41.953707
- B/E: 88 / 23 , Gen_loss: -0.3417362 MI_loss: 20.76104 Detection error: 0.012308657169342041 time: 0:50:42.807344
- B/E: 89 / 23 , Gen_loss: -0.33391163 MI_loss: 20.402954 Detection error: 0.012313902378082275 time: 0:50:43.664027
- B/E: 90 / 23 , Gen_loss: -0.34408292 MI_loss: 20.805262 Detection error: 0.012315571308135986 time: 0:50:44.520018
- B/E: 91 / 23 , Gen_loss: -0.33987638 MI_loss: 20.683306 Detection error: 0.0123213529586792 time: 0:50:45.373376
- B/E: 92 / 23 , Gen_loss: -0.3260709 MI_loss: 19.804512 Detection error: 0.012305080890655518 time: 0:50:46.228820
- B/E: 93 / 23 , Gen_loss: -0.33404052 MI_loss: 20.377892 Detection error: 0.012308835983276367 time: 0:50:47.082771
- B/E: 94 / 23 , Gen_loss: -0.3411051 MI_loss: 20.856438 Detection error: 0.012319743633270264 time: 0:50:47.970682
- B/E: 95 / 23 , Gen_loss: -0.33664006 MI_loss: 20.515108 Detection error: 0.012315094470977783 time: 0:50:48.916433
- B/E: 96 / 23 , Gen_loss: -0.3393975 MI_loss: 20.539707 Detection error: 0.012318611145019531 time: 0:50:49.789072
- B/E: 97 / 23 , Gen_loss: -0.33781862 MI_loss: 20.476152 Detection error: 0.012308657169342041 time: 0:50:50.644921
- B/E: 98 / 23 , Gen_loss: -0.33696237 MI_loss: 20.335297 Detection error: 0.012297987937927246 time: 0:50:51.522381
- B/E: 99 / 23 , Gen_loss: -0.33711505 MI_loss: 20.410099 Detection error: 0.01229935884475708 time: 0:50:52.379062
- B/E: 100 / 23 , Gen_loss: -0.34027588 MI_loss: 20.66127 Detection error: 0.012297630310058594 time: 0:50:53.234190
- B/E: 101 / 23 , Gen_loss: -0.33345273 MI_loss: 20.316874 Detection error: 0.012307584285736084 time: 0:50:54.088000
- B/E: 102 / 23 , Gen_loss: -0.34568366 MI_loss: 21.009216 Detection error: 0.012305498123168945 time: 0:50:54.943087
- B/E: 103 / 23 , Gen_loss: -0.33520755 MI_loss: 20.392517 Detection error: 0.012303471565246582 time: 0:50:55.801205
- B/E: 104 / 23 , Gen_loss: -0.33458304 MI_loss: 20.373598 Detection error: 0.012308061122894287 time: 0:50:56.656278
- B/E: 105 / 23 , Gen_loss: -0.3361878 MI_loss: 20.282063 Detection error: 0.012298047542572021 time: 0:50:57.510728
- B/E: 106 / 23 , Gen_loss: -0.33953455 MI_loss: 20.6598 Detection error: 0.012297868728637695 time: 0:50:58.365008
- B/E: 107 / 23 , Gen_loss: -0.34230676 MI_loss: 20.858404 Detection error: 0.01230555772781372 time: 0:50:59.222171
- B/E: 108 / 23 , Gen_loss: -0.33812904 MI_loss: 20.647293 Detection error: 0.012305617332458496 time: 0:51:00.078430
- B/E: 109 / 23 , Gen_loss: -0.33868358 MI_loss: 20.445116 Detection error: 0.01229405403137207 time: 0:51:00.933116
- B/E: 110 / 23 , Gen_loss: -0.3390369 MI_loss: 20.5569 Detection error: 0.012281537055969238 time: 0:51:01.711938
- B/E: 111 / 23 , Gen_loss: -0.3441456 MI_loss: 21.054607 Detection error: 0.012278735637664795 time: 0:51:02.561581
- B/E: 112 / 23 , Gen_loss: -0.34721506 MI_loss: 20.89276 Detection error: 0.012270212173461914 time: 0:51:03.322467
- B/E: 113 / 23 , Gen_loss: -0.34623185 MI_loss: 21.011753 Detection error: 0.012272775173187256 time: 0:51:04.136170
- B/E: 114 / 23 , Gen_loss: -0.33231944 MI_loss: 20.317076 Detection error: 0.012276887893676758 time: 0:51:05.003648
- B/E: 115 / 23 , Gen_loss: -0.35240108 MI_loss: 21.286694 Detection error: 0.012265622615814209 time: 0:51:05.804139
- B/E: 116 / 23 , Gen_loss: -0.33664912 MI_loss: 20.573118 Detection error: 0.012267649173736572 time: 0:51:06.551432
- B/E: 117 / 23 , Gen_loss: -0.33461636 MI_loss: 20.460083 Detection error: 0.012271463871002197 time: 0:51:07.399994
- B/E: 118 / 23 , Gen_loss: -0.3426127 MI_loss: 20.794233 Detection error: 0.012261033058166504 time: 0:51:08.256836
- B/E: 119 / 23 , Gen_loss: -0.3393626 MI_loss: 20.610321 Detection error: 0.012254953384399414 time: 0:51:09.111494
- B/E: 120 / 23 , Gen_loss: -0.34742597 MI_loss: 21.185207 Detection error: 0.012254655361175537 time: 0:51:09.967581
- B/E: 121 / 23 , Gen_loss: -0.33491284 MI_loss: 20.480972 Detection error: 0.012254118919372559 time: 0:51:10.822461
- B/E: 122 / 23 , Gen_loss: -0.33819705 MI_loss: 20.669615 Detection error: 0.012250006198883057 time: 0:51:11.696547
- B/E: 123 / 23 , Gen_loss: -0.33188125 MI_loss: 20.164404 Detection error: 0.01223665475845337 time: 0:51:12.550470
- B/E: 124 / 23 , Gen_loss: -0.33780548 MI_loss: 20.519957 Detection error: 0.012244224548339844 time: 0:51:13.404613
- B/E: 125 / 23 , Gen_loss: -0.34843257 MI_loss: 21.179386 Detection error: 0.012249529361724854 time: 0:51:14.259899
- B/E: 126 / 23 , Gen_loss: -0.3453635 MI_loss: 21.034958 Detection error: 0.012251973152160645 time: 0:51:15.118302
- B/E: 127 / 23 , Gen_loss: -0.33596432 MI_loss: 20.439856 Detection error: 0.012248516082763672 time: 0:51:16.064529
- B/E: 128 / 23 , Gen_loss: -0.34184554 MI_loss: 20.74005 Detection error: 0.012245655059814453 time: 0:51:16.921574
- B/E: 129 / 23 , Gen_loss: -0.33836314 MI_loss: 20.747015 Detection error: 0.012256264686584473 time: 0:51:17.778918
- B/E: 130 / 23 , Gen_loss: -0.35129 MI_loss: 21.317219 Detection error: 0.012257874011993408 time: 0:51:18.635388
- B/E: 131 / 23 , Gen_loss: -0.3350162 MI_loss: 20.345861 Detection error: 0.012259244918823242 time: 0:51:19.453553
- B/E: 132 / 23 , Gen_loss: -0.32852343 MI_loss: 20.006592 Detection error: 0.0122528076171875 time: 0:51:20.214613
- B/E: 133 / 23 , Gen_loss: -0.33783248 MI_loss: 20.609993 Detection error: 0.01225888729095459 time: 0:51:20.963397
- B/E: 134 / 23 , Gen_loss: -0.34093368 MI_loss: 20.908054 Detection error: 0.012265026569366455 time: 0:51:21.713009
- B/E: 135 / 23 , Gen_loss: -0.33965385 MI_loss: 20.579626 Detection error: 0.012259900569915771 time: 0:51:22.463047
- B/E: 136 / 23 , Gen_loss: -0.33602828 MI_loss: 20.315725 Detection error: 0.012263238430023193 time: 0:51:23.232297
- B/E: 137 / 23 , Gen_loss: -0.33509085 MI_loss: 20.469992 Detection error: 0.012262463569641113 time: 0:51:24.102704
- B/E: 138 / 23 , Gen_loss: -0.33183107 MI_loss: 20.244684 Detection error: 0.012264847755432129 time: 0:51:24.954271
- B/E: 139 / 23 , Gen_loss: -0.3458686 MI_loss: 20.99535 Detection error: 0.01226872205734253 time: 0:51:25.807197
- B/E: 140 / 23 , Gen_loss: -0.33318272 MI_loss: 20.210918 Detection error: 0.01226949691772461 time: 0:51:26.663000
- B/E: 141 / 23 , Gen_loss: -0.34379816 MI_loss: 20.800707 Detection error: 0.012265205383300781 time: 0:51:27.518592
- B/E: 142 / 23 , Gen_loss: -0.3395248 MI_loss: 20.435038 Detection error: 0.012262225151062012 time: 0:51:28.373066
- B/E: 143 / 23 , Gen_loss: -0.3426434 MI_loss: 20.902817 Detection error: 0.012264132499694824 time: 0:51:29.327334
- B/E: 144 / 23 , Gen_loss: -0.3369346 MI_loss: 20.424534 Detection error: 0.01226896047592163 time: 0:51:30.181680
- B/E: 145 / 23 , Gen_loss: -0.33528203 MI_loss: 20.429756 Detection error: 0.012268424034118652 time: 0:51:31.038022
- B/E: 146 / 23 , Gen_loss: -0.33538502 MI_loss: 20.391409 Detection error: 0.012265503406524658 time: 0:51:31.892097
- B/E: 147 / 23 , Gen_loss: -0.3406178 MI_loss: 20.71394 Detection error: 0.01226961612701416 time: 0:51:32.759268
- B/E: 148 / 23 , Gen_loss: -0.33790642 MI_loss: 20.539358 Detection error: 0.01227116584777832 time: 0:51:33.613374
- B/E: 149 / 23 , Gen_loss: -0.34351146 MI_loss: 20.871784 Detection error: 0.012275218963623047 time: 0:51:34.466870
-
- Test Loss: 13.618862 Test Error: 0.012016654014587402
- -----
- EPOCH: 24
- B/E: 0 / 24 , Gen_loss: -0.33467492 MI_loss: 20.346437 Detection error: 0.012937486171722412 time: 0:51:36.454348
- B/E: 1 / 24 , Gen_loss: -0.26046064 MI_loss: 16.749163 Detection error: 0.01862502098083496 time: 0:51:40.662436
- B/E: 2 / 24 , Gen_loss: -0.30617857 MI_loss: 18.697794 Detection error: 0.016041696071624756 time: 0:51:41.533206
- B/E: 3 / 24 , Gen_loss: -0.30362952 MI_loss: 18.420614 Detection error: 0.015765607357025146 time: 0:51:42.395228
- B/E: 4 / 24 , Gen_loss: -0.2901906 MI_loss: 17.77311 Detection error: 0.01545625925064087 time: 0:51:43.253101
- B/E: 5 / 24 , Gen_loss: -0.3026388 MI_loss: 18.67382 Detection error: 0.015015602111816406 time: 0:51:44.200285
- B/E: 6 / 24 , Gen_loss: -0.31733677 MI_loss: 19.324076 Detection error: 0.014553546905517578 time: 0:51:45.057276
- B/E: 7 / 24 , Gen_loss: -0.31800967 MI_loss: 19.552074 Detection error: 0.014437496662139893 time: 0:51:45.913034
- B/E: 8 / 24 , Gen_loss: -0.31798035 MI_loss: 19.392542 Detection error: 0.014253497123718262 time: 0:51:46.773076
- B/E: 9 / 24 , Gen_loss: -0.31882426 MI_loss: 19.480959 Detection error: 0.014037489891052246 time: 0:51:47.559209
- B/E: 10 / 24 , Gen_loss: -0.3321625 MI_loss: 20.23709 Detection error: 0.01388639211654663 time: 0:51:48.308444
- B/E: 11 / 24 , Gen_loss: -0.31696945 MI_loss: 19.295704 Detection error: 0.013796865940093994 time: 0:51:49.071643
- B/E: 12 / 24 , Gen_loss: -0.32709017 MI_loss: 19.916758 Detection error: 0.013718724250793457 time: 0:51:49.820242
- B/E: 13 / 24 , Gen_loss: -0.3373678 MI_loss: 20.406603 Detection error: 0.013569176197052002 time: 0:51:50.602907
- B/E: 14 / 24 , Gen_loss: -0.33324254 MI_loss: 20.129122 Detection error: 0.013470828533172607 time: 0:51:51.354946
- B/E: 15 / 24 , Gen_loss: -0.32504347 MI_loss: 19.713062 Detection error: 0.013345718383789062 time: 0:51:52.104185
- B/E: 16 / 24 , Gen_loss: -0.3217037 MI_loss: 19.589016 Detection error: 0.01322793960571289 time: 0:51:52.854190
- B/E: 17 / 24 , Gen_loss: -0.32396188 MI_loss: 19.801437 Detection error: 0.013138890266418457 time: 0:51:53.601448
- B/E: 18 / 24 , Gen_loss: -0.33792245 MI_loss: 20.508888 Detection error: 0.012991786003112793 time: 0:51:54.369862
- B/E: 19 / 24 , Gen_loss: -0.3219643 MI_loss: 19.789114 Detection error: 0.012945294380187988 time: 0:51:55.119865
- B/E: 20 / 24 , Gen_loss: -0.3385601 MI_loss: 20.520142 Detection error: 0.012941956520080566 time: 0:51:55.964568
- B/E: 21 / 24 , Gen_loss: -0.3235149 MI_loss: 19.759268 Detection error: 0.012934684753417969 time: 0:51:56.715961
- B/E: 22 / 24 , Gen_loss: -0.3384148 MI_loss: 20.653238 Detection error: 0.01288449764251709 time: 0:51:57.464521
- B/E: 23 / 24 , Gen_loss: -0.33168855 MI_loss: 20.232838 Detection error: 0.012847661972045898 time: 0:51:58.212798
- B/E: 24 / 24 , Gen_loss: -0.34130928 MI_loss: 20.781174 Detection error: 0.01281750202178955 time: 0:51:59.052655
- B/E: 25 / 24 , Gen_loss: -0.34065232 MI_loss: 20.78374 Detection error: 0.012807667255401611 time: 0:51:59.906091
- B/E: 26 / 24 , Gen_loss: -0.33427522 MI_loss: 20.389196 Detection error: 0.012811362743377686 time: 0:52:00.760042
- B/E: 27 / 24 , Gen_loss: -0.32988745 MI_loss: 20.208488 Detection error: 0.012808024883270264 time: 0:52:01.614405
- B/E: 28 / 24 , Gen_loss: -0.349168 MI_loss: 21.210548 Detection error: 0.012792050838470459 time: 0:52:02.474075
- B/E: 29 / 24 , Gen_loss: -0.34103897 MI_loss: 20.850595 Detection error: 0.012783348560333252 time: 0:52:03.330583
- B/E: 30 / 24 , Gen_loss: -0.3392263 MI_loss: 20.502298 Detection error: 0.012722790241241455 time: 0:52:04.119406
- B/E: 31 / 24 , Gen_loss: -0.3302072 MI_loss: 20.084505 Detection error: 0.012693345546722412 time: 0:52:04.865832
- B/E: 32 / 24 , Gen_loss: -0.33894598 MI_loss: 20.608006 Detection error: 0.01267993450164795 time: 0:52:05.707576
- B/E: 33 / 24 , Gen_loss: -0.33104655 MI_loss: 20.182383 Detection error: 0.012637853622436523 time: 0:52:06.565589
- B/E: 34 / 24 , Gen_loss: -0.32918236 MI_loss: 20.106665 Detection error: 0.012631237506866455 time: 0:52:07.422892
- B/E: 35 / 24 , Gen_loss: -0.33699897 MI_loss: 20.569859 Detection error: 0.01258939504623413 time: 0:52:08.211505
- B/E: 36 / 24 , Gen_loss: -0.3451646 MI_loss: 20.972225 Detection error: 0.012545585632324219 time: 0:52:09.040577
- B/E: 37 / 24 , Gen_loss: -0.34171695 MI_loss: 20.693953 Detection error: 0.012518107891082764 time: 0:52:09.788719
- B/E: 38 / 24 , Gen_loss: -0.33481014 MI_loss: 20.268063 Detection error: 0.01253122091293335 time: 0:52:10.539667
- B/E: 39 / 24 , Gen_loss: -0.3345031 MI_loss: 20.208908 Detection error: 0.012517213821411133 time: 0:52:11.289234
- B/E: 40 / 24 , Gen_loss: -0.33835593 MI_loss: 20.550629 Detection error: 0.012492358684539795 time: 0:52:12.037771
- B/E: 41 / 24 , Gen_loss: -0.34859937 MI_loss: 21.05449 Detection error: 0.01247173547744751 time: 0:52:12.786315
- B/E: 42 / 24 , Gen_loss: -0.33630794 MI_loss: 20.42381 Detection error: 0.012452781200408936 time: 0:52:13.534930
- B/E: 43 / 24 , Gen_loss: -0.34463763 MI_loss: 20.803028 Detection error: 0.012434661388397217 time: 0:52:14.293107
- B/E: 44 / 24 , Gen_loss: -0.33003935 MI_loss: 20.126251 Detection error: 0.012441694736480713 time: 0:52:15.039867
- B/E: 45 / 24 , Gen_loss: -0.34667948 MI_loss: 21.065565 Detection error: 0.01245790719985962 time: 0:52:15.786651
- B/E: 46 / 24 , Gen_loss: -0.33599204 MI_loss: 20.400496 Detection error: 0.012444138526916504 time: 0:52:16.595633
- B/E: 47 / 24 , Gen_loss: -0.33496356 MI_loss: 20.336481 Detection error: 0.01243293285369873 time: 0:52:17.341807
- B/E: 48 / 24 , Gen_loss: -0.33604586 MI_loss: 20.531734 Detection error: 0.012459814548492432 time: 0:52:18.189497
- B/E: 49 / 24 , Gen_loss: -0.35046828 MI_loss: 21.309288 Detection error: 0.012456238269805908 time: 0:52:19.046698
- B/E: 50 / 24 , Gen_loss: -0.33246443 MI_loss: 20.153517 Detection error: 0.012445449829101562 time: 0:52:19.905140
- B/E: 51 / 24 , Gen_loss: -0.34577793 MI_loss: 21.16988 Detection error: 0.012430310249328613 time: 0:52:20.763779
- B/E: 52 / 24 , Gen_loss: -0.34004393 MI_loss: 20.497782 Detection error: 0.01241922378540039 time: 0:52:21.644394
- B/E: 53 / 24 , Gen_loss: -0.33817112 MI_loss: 20.52728 Detection error: 0.012422442436218262 time: 0:52:22.517906
- B/E: 54 / 24 , Gen_loss: -0.34502277 MI_loss: 20.998085 Detection error: 0.012409090995788574 time: 0:52:23.372938
- B/E: 55 / 24 , Gen_loss: -0.33921558 MI_loss: 20.80521 Detection error: 0.012380003929138184 time: 0:52:24.226953
- B/E: 56 / 24 , Gen_loss: -0.34189367 MI_loss: 20.881977 Detection error: 0.012365102767944336 time: 0:52:25.082316
- B/E: 57 / 24 , Gen_loss: -0.34682563 MI_loss: 21.042356 Detection error: 0.012344837188720703 time: 0:52:25.964626
- B/E: 58 / 24 , Gen_loss: -0.3485781 MI_loss: 21.177984 Detection error: 0.0123252272605896 time: 0:52:26.749462
- B/E: 59 / 24 , Gen_loss: -0.34577766 MI_loss: 21.217985 Detection error: 0.012355208396911621 time: 0:52:27.589596
- B/E: 60 / 24 , Gen_loss: -0.34098703 MI_loss: 20.700031 Detection error: 0.012349367141723633 time: 0:52:28.443612
- B/E: 61 / 24 , Gen_loss: -0.34237206 MI_loss: 20.946434 Detection error: 0.012337684631347656 time: 0:52:29.303686
- B/E: 62 / 24 , Gen_loss: -0.34420493 MI_loss: 21.04077 Detection error: 0.012329339981079102 time: 0:52:30.182712
- B/E: 63 / 24 , Gen_loss: -0.33569625 MI_loss: 20.616106 Detection error: 0.012330591678619385 time: 0:52:31.038919
- B/E: 64 / 24 , Gen_loss: -0.3375291 MI_loss: 20.600641 Detection error: 0.012323558330535889 time: 0:52:31.914667
- B/E: 65 / 24 , Gen_loss: -0.33901376 MI_loss: 20.585403 Detection error: 0.012316286563873291 time: 0:52:32.770228
- B/E: 66 / 24 , Gen_loss: -0.34282374 MI_loss: 20.79887 Detection error: 0.012303650379180908 time: 0:52:33.626946
- B/E: 67 / 24 , Gen_loss: -0.34124795 MI_loss: 20.585459 Detection error: 0.012290000915527344 time: 0:52:34.484031
- B/E: 68 / 24 , Gen_loss: -0.333581 MI_loss: 20.402119 Detection error: 0.012283086776733398 time: 0:52:35.438633
- B/E: 69 / 24 , Gen_loss: -0.3447771 MI_loss: 21.040792 Detection error: 0.012290596961975098 time: 0:52:36.296146
- B/E: 70 / 24 , Gen_loss: -0.34533957 MI_loss: 21.06635 Detection error: 0.012273788452148438 time: 0:52:37.077583
- B/E: 71 / 24 , Gen_loss: -0.33246878 MI_loss: 20.29676 Detection error: 0.012274742126464844 time: 0:52:37.826792
- B/E: 72 / 24 , Gen_loss: -0.3420512 MI_loss: 20.858688 Detection error: 0.01227182149887085 time: 0:52:38.576815
- B/E: 73 / 24 , Gen_loss: -0.3515063 MI_loss: 21.382057 Detection error: 0.012270689010620117 time: 0:52:39.347787
- B/E: 74 / 24 , Gen_loss: -0.33177382 MI_loss: 20.21654 Detection error: 0.01226872205734253 time: 0:52:40.112929
- B/E: 75 / 24 , Gen_loss: -0.34340343 MI_loss: 20.779821 Detection error: 0.012264370918273926 time: 0:52:40.874903
- B/E: 76 / 24 , Gen_loss: -0.33514684 MI_loss: 20.480614 Detection error: 0.012266218662261963 time: 0:52:41.626356
- B/E: 77 / 24 , Gen_loss: -0.34740433 MI_loss: 20.98213 Detection error: 0.012261629104614258 time: 0:52:42.375325
- B/E: 78 / 24 , Gen_loss: -0.34153232 MI_loss: 20.711 Detection error: 0.012257933616638184 time: 0:52:43.205322
- B/E: 79 / 24 , Gen_loss: -0.3514961 MI_loss: 21.296707 Detection error: 0.012262523174285889 time: 0:52:44.056848
- B/E: 80 / 24 , Gen_loss: -0.3284549 MI_loss: 19.994875 Detection error: 0.012265443801879883 time: 0:52:44.910285
- B/E: 81 / 24 , Gen_loss: -0.3352872 MI_loss: 20.31826 Detection error: 0.012259125709533691 time: 0:52:45.766846
- B/E: 82 / 24 , Gen_loss: -0.34164932 MI_loss: 20.72509 Detection error: 0.012254118919372559 time: 0:52:46.623547
- B/E: 83 / 24 , Gen_loss: -0.34002274 MI_loss: 20.784634 Detection error: 0.012255191802978516 time: 0:52:47.479324
- B/E: 84 / 24 , Gen_loss: -0.33912292 MI_loss: 20.642653 Detection error: 0.012248873710632324 time: 0:52:48.343473
- B/E: 85 / 24 , Gen_loss: -0.34013146 MI_loss: 20.697777 Detection error: 0.012232184410095215 time: 0:52:49.203027
- B/E: 86 / 24 , Gen_loss: -0.34186867 MI_loss: 20.711626 Detection error: 0.01223599910736084 time: 0:52:50.065200
- B/E: 87 / 24 , Gen_loss: -0.34658912 MI_loss: 20.94693 Detection error: 0.012215197086334229 time: 0:52:50.922383
- B/E: 88 / 24 , Gen_loss: -0.34666565 MI_loss: 20.934046 Detection error: 0.012205421924591064 time: 0:52:51.781147
- B/E: 89 / 24 , Gen_loss: -0.3506872 MI_loss: 21.184172 Detection error: 0.012207984924316406 time: 0:52:52.637250
- B/E: 90 / 24 , Gen_loss: -0.3364926 MI_loss: 20.49181 Detection error: 0.012202262878417969 time: 0:52:53.500448
- B/E: 91 / 24 , Gen_loss: -0.3439564 MI_loss: 20.92062 Detection error: 0.01220548152923584 time: 0:52:54.360025
- B/E: 92 / 24 , Gen_loss: -0.33295554 MI_loss: 20.240332 Detection error: 0.012197911739349365 time: 0:52:55.215325
- B/E: 93 / 24 , Gen_loss: -0.3457191 MI_loss: 21.077263 Detection error: 0.012194812297821045 time: 0:52:56.070399
- B/E: 94 / 24 , Gen_loss: -0.33819103 MI_loss: 20.658892 Detection error: 0.01220393180847168 time: 0:52:56.953561
- B/E: 95 / 24 , Gen_loss: -0.34021446 MI_loss: 20.6837 Detection error: 0.012205719947814941 time: 0:52:57.844788
- B/E: 96 / 24 , Gen_loss: -0.3389964 MI_loss: 20.701376 Detection error: 0.012209415435791016 time: 0:52:58.702928
- B/E: 97 / 24 , Gen_loss: -0.34315318 MI_loss: 20.824158 Detection error: 0.012195169925689697 time: 0:52:59.562187
- B/E: 98 / 24 , Gen_loss: -0.3405137 MI_loss: 20.662859 Detection error: 0.012181520462036133 time: 0:53:00.420846
- B/E: 99 / 24 , Gen_loss: -0.35477364 MI_loss: 21.491655 Detection error: 0.012179076671600342 time: 0:53:01.295934
- B/E: 100 / 24 , Gen_loss: -0.34369537 MI_loss: 21.074242 Detection error: 0.012185335159301758 time: 0:53:02.259120
- B/E: 101 / 24 , Gen_loss: -0.33583516 MI_loss: 20.364532 Detection error: 0.012187182903289795 time: 0:53:03.114456
- B/E: 102 / 24 , Gen_loss: -0.32876083 MI_loss: 20.141518 Detection error: 0.01219022274017334 time: 0:53:03.983458
- B/E: 103 / 24 , Gen_loss: -0.3442824 MI_loss: 20.971794 Detection error: 0.012189626693725586 time: 0:53:04.850076
- B/E: 104 / 24 , Gen_loss: -0.3349922 MI_loss: 20.355562 Detection error: 0.012197911739349365 time: 0:53:05.711030
- B/E: 105 / 24 , Gen_loss: -0.34225926 MI_loss: 20.79542 Detection error: 0.012194573879241943 time: 0:53:06.566048
- B/E: 106 / 24 , Gen_loss: -0.33274835 MI_loss: 20.208858 Detection error: 0.012209713459014893 time: 0:53:07.421160
- B/E: 107 / 24 , Gen_loss: -0.33607024 MI_loss: 20.444244 Detection error: 0.012209773063659668 time: 0:53:08.274610
- B/E: 108 / 24 , Gen_loss: -0.34286293 MI_loss: 20.832588 Detection error: 0.012214183807373047 time: 0:53:09.131015
- B/E: 109 / 24 , Gen_loss: -0.33423215 MI_loss: 20.285454 Detection error: 0.012204527854919434 time: 0:53:09.987852
- B/E: 110 / 24 , Gen_loss: -0.3468792 MI_loss: 20.923317 Detection error: 0.012194514274597168 time: 0:53:10.843399
- B/E: 111 / 24 , Gen_loss: -0.33347484 MI_loss: 20.221264 Detection error: 0.012189984321594238 time: 0:53:11.698702
- B/E: 112 / 24 , Gen_loss: -0.34788424 MI_loss: 21.249146 Detection error: 0.012183606624603271 time: 0:53:12.554703
- B/E: 113 / 24 , Gen_loss: -0.34499264 MI_loss: 21.086521 Detection error: 0.012189149856567383 time: 0:53:13.411572
- B/E: 114 / 24 , Gen_loss: -0.33783647 MI_loss: 20.656353 Detection error: 0.01219320297241211 time: 0:53:14.267067
- B/E: 115 / 24 , Gen_loss: -0.34965357 MI_loss: 21.29524 Detection error: 0.012187480926513672 time: 0:53:15.122630
- B/E: 116 / 24 , Gen_loss: -0.34010693 MI_loss: 20.599846 Detection error: 0.012189924716949463 time: 0:53:16.058125
- B/E: 117 / 24 , Gen_loss: -0.33977005 MI_loss: 20.743624 Detection error: 0.012189865112304688 time: 0:53:16.914843
- B/E: 118 / 24 , Gen_loss: -0.34072086 MI_loss: 20.625315 Detection error: 0.012181997299194336 time: 0:53:17.716995
- B/E: 119 / 24 , Gen_loss: -0.33854812 MI_loss: 20.592293 Detection error: 0.012177109718322754 time: 0:53:18.463837
- B/E: 120 / 24 , Gen_loss: -0.32920521 MI_loss: 20.020926 Detection error: 0.01217353343963623 time: 0:53:19.212880
- B/E: 121 / 24 , Gen_loss: -0.33591077 MI_loss: 20.573307 Detection error: 0.012173950672149658 time: 0:53:20.055428
- B/E: 122 / 24 , Gen_loss: -0.34733453 MI_loss: 20.955334 Detection error: 0.012170732021331787 time: 0:53:20.915605
- B/E: 123 / 24 , Gen_loss: -0.3332838 MI_loss: 20.353672 Detection error: 0.012162327766418457 time: 0:53:21.721125
- B/E: 124 / 24 , Gen_loss: -0.3409995 MI_loss: 20.877724 Detection error: 0.012162268161773682 time: 0:53:22.468830
- B/E: 125 / 24 , Gen_loss: -0.33395064 MI_loss: 20.282291 Detection error: 0.01216965913772583 time: 0:53:23.216039
- B/E: 126 / 24 , Gen_loss: -0.33856487 MI_loss: 20.647148 Detection error: 0.012173950672149658 time: 0:53:23.963654
- B/E: 127 / 24 , Gen_loss: -0.33275023 MI_loss: 20.217758 Detection error: 0.012168467044830322 time: 0:53:24.715846
- B/E: 128 / 24 , Gen_loss: -0.33464706 MI_loss: 20.39714 Detection error: 0.012172698974609375 time: 0:53:25.467894
- B/E: 129 / 24 , Gen_loss: -0.3355365 MI_loss: 20.521147 Detection error: 0.012179791927337646 time: 0:53:26.216176
- B/E: 130 / 24 , Gen_loss: -0.34754205 MI_loss: 21.07727 Detection error: 0.01218724250793457 time: 0:53:26.963449
- B/E: 131 / 24 , Gen_loss: -0.3376273 MI_loss: 20.483767 Detection error: 0.012183010578155518 time: 0:53:27.711130
- B/E: 132 / 24 , Gen_loss: -0.3412324 MI_loss: 20.707373 Detection error: 0.012180209159851074 time: 0:53:28.547215
- B/E: 133 / 24 , Gen_loss: -0.34227026 MI_loss: 20.883602 Detection error: 0.012180745601654053 time: 0:53:29.332159
- B/E: 134 / 24 , Gen_loss: -0.34082395 MI_loss: 20.741169 Detection error: 0.012187719345092773 time: 0:53:30.082756
- B/E: 135 / 24 , Gen_loss: -0.3374649 MI_loss: 20.419132 Detection error: 0.0121842622756958 time: 0:53:30.831479
- B/E: 136 / 24 , Gen_loss: -0.33613294 MI_loss: 20.401134 Detection error: 0.012184083461761475 time: 0:53:31.667487
- B/E: 137 / 24 , Gen_loss: -0.3385837 MI_loss: 20.648838 Detection error: 0.012186169624328613 time: 0:53:32.522953
- B/E: 138 / 24 , Gen_loss: -0.34056652 MI_loss: 20.829794 Detection error: 0.012187302112579346 time: 0:53:33.399211
- B/E: 139 / 24 , Gen_loss: -0.3544172 MI_loss: 21.502846 Detection error: 0.012188851833343506 time: 0:53:34.243808
- B/E: 140 / 24 , Gen_loss: -0.3411857 MI_loss: 20.686733 Detection error: 0.012187063694000244 time: 0:53:34.990549
- B/E: 141 / 24 , Gen_loss: -0.34872958 MI_loss: 21.229153 Detection error: 0.012186825275421143 time: 0:53:35.758035
- B/E: 142 / 24 , Gen_loss: -0.34419227 MI_loss: 20.89954 Detection error: 0.012183547019958496 time: 0:53:36.506698
- B/E: 143 / 24 , Gen_loss: -0.3452041 MI_loss: 20.99927 Detection error: 0.012181401252746582 time: 0:53:37.255745
- B/E: 144 / 24 , Gen_loss: -0.3332779 MI_loss: 20.27594 Detection error: 0.012183606624603271 time: 0:53:38.001594
- B/E: 145 / 24 , Gen_loss: -0.32071877 MI_loss: 19.505388 Detection error: 0.012185335159301758 time: 0:53:38.823808
- B/E: 146 / 24 , Gen_loss: -0.34431332 MI_loss: 20.9197 Detection error: 0.012184500694274902 time: 0:53:39.676978
- B/E: 147 / 24 , Gen_loss: -0.34112546 MI_loss: 20.706736 Detection error: 0.012185156345367432 time: 0:53:40.532627
- B/E: 148 / 24 , Gen_loss: -0.34053716 MI_loss: 20.65983 Detection error: 0.01218414306640625 time: 0:53:41.491833
- B/E: 149 / 24 , Gen_loss: -0.3507924 MI_loss: 21.27913 Detection error: 0.012185394763946533 time: 0:53:42.346713
-
- Test Loss: 13.593997 Test Error: 0.011941671371459961
- -----
- EPOCH: 25
- B/E: 0 / 25 , Gen_loss: -0.34255004 MI_loss: 20.986237 Detection error: 0.012843728065490723 time: 0:53:44.324163
- B/E: 1 / 25 , Gen_loss: -0.24081886 MI_loss: 15.523753 Detection error: 0.018656253814697266 time: 0:53:48.665892
- B/E: 2 / 25 , Gen_loss: -0.31343538 MI_loss: 18.776123 Detection error: 0.01607292890548706 time: 0:53:49.535110
- B/E: 3 / 25 , Gen_loss: -0.30767906 MI_loss: 18.85433 Detection error: 0.015929698944091797 time: 0:53:50.389787
- B/E: 4 / 25 , Gen_loss: -0.3128425 MI_loss: 19.276535 Detection error: 0.015581250190734863 time: 0:53:51.244939
- B/E: 5 / 25 , Gen_loss: -0.31774268 MI_loss: 19.574043 Detection error: 0.015161454677581787 time: 0:53:52.037765
- B/E: 6 / 25 , Gen_loss: -0.31613815 MI_loss: 19.401394 Detection error: 0.014705359935760498 time: 0:53:52.789977
- B/E: 7 / 25 , Gen_loss: -0.3259913 MI_loss: 19.786636 Detection error: 0.014527320861816406 time: 0:53:53.549167
- B/E: 8 / 25 , Gen_loss: -0.3219508 MI_loss: 19.658602 Detection error: 0.01429516077041626 time: 0:53:54.381893
- B/E: 9 / 25 , Gen_loss: -0.32560357 MI_loss: 19.784239 Detection error: 0.014009356498718262 time: 0:53:55.234612
- B/E: 10 / 25 , Gen_loss: -0.32256556 MI_loss: 19.57069 Detection error: 0.01378411054611206 time: 0:53:56.178159
- B/E: 11 / 25 , Gen_loss: -0.32495978 MI_loss: 19.704922 Detection error: 0.013656258583068848 time: 0:53:56.977194
- B/E: 12 / 25 , Gen_loss: -0.3391352 MI_loss: 20.678005 Detection error: 0.013620197772979736 time: 0:53:57.724179
- B/E: 13 / 25 , Gen_loss: -0.33357647 MI_loss: 20.174835 Detection error: 0.013473212718963623 time: 0:53:58.511153
- B/E: 14 / 25 , Gen_loss: -0.33528584 MI_loss: 20.372692 Detection error: 0.01335000991821289 time: 0:53:59.369009
- B/E: 15 / 25 , Gen_loss: -0.33544236 MI_loss: 20.563324 Detection error: 0.01325976848602295 time: 0:54:00.252886
- B/E: 16 / 25 , Gen_loss: -0.34231117 MI_loss: 20.729387 Detection error: 0.013145208358764648 time: 0:54:01.108885
- B/E: 17 / 25 , Gen_loss: -0.33097503 MI_loss: 19.882763 Detection error: 0.013105928897857666 time: 0:54:01.970975
- B/E: 18 / 25 , Gen_loss: -0.33147556 MI_loss: 20.107437 Detection error: 0.012990117073059082 time: 0:54:02.827950
- B/E: 19 / 25 , Gen_loss: -0.3152426 MI_loss: 19.246758 Detection error: 0.012899994850158691 time: 0:54:03.684474
- B/E: 20 / 25 , Gen_loss: -0.34000924 MI_loss: 20.5989 Detection error: 0.012909233570098877 time: 0:54:04.560137
- B/E: 21 / 25 , Gen_loss: -0.32985875 MI_loss: 20.160706 Detection error: 0.012884914875030518 time: 0:54:05.415183
- B/E: 22 / 25 , Gen_loss: -0.33643514 MI_loss: 20.251581 Detection error: 0.012807071208953857 time: 0:54:06.273998
- B/E: 23 / 25 , Gen_loss: -0.32497892 MI_loss: 19.785336 Detection error: 0.012777328491210938 time: 0:54:07.127437
- B/E: 24 / 25 , Gen_loss: -0.34175128 MI_loss: 20.812374 Detection error: 0.012747526168823242 time: 0:54:07.981788
- B/E: 25 / 25 , Gen_loss: -0.31810582 MI_loss: 19.315954 Detection error: 0.012716352939605713 time: 0:54:08.938445
- B/E: 26 / 25 , Gen_loss: -0.33607045 MI_loss: 20.473051 Detection error: 0.012737274169921875 time: 0:54:09.798423
- B/E: 27 / 25 , Gen_loss: -0.3421441 MI_loss: 20.819113 Detection error: 0.012718737125396729 time: 0:54:10.655910
- B/E: 28 / 25 , Gen_loss: -0.34276828 MI_loss: 20.827879 Detection error: 0.012695014476776123 time: 0:54:11.511390
- B/E: 29 / 25 , Gen_loss: -0.3328261 MI_loss: 20.309343 Detection error: 0.012690603733062744 time: 0:54:12.371223
- B/E: 30 / 25 , Gen_loss: -0.33176765 MI_loss: 20.159527 Detection error: 0.01265019178390503 time: 0:54:13.229315
- B/E: 31 / 25 , Gen_loss: -0.3263112 MI_loss: 19.811495 Detection error: 0.01261913776397705 time: 0:54:14.088147
- B/E: 32 / 25 , Gen_loss: -0.3384743 MI_loss: 20.556786 Detection error: 0.012601315975189209 time: 0:54:14.893126
- B/E: 33 / 25 , Gen_loss: -0.33380002 MI_loss: 20.362755 Detection error: 0.012559771537780762 time: 0:54:15.646799
- B/E: 34 / 25 , Gen_loss: -0.32530993 MI_loss: 19.874187 Detection error: 0.01255267858505249 time: 0:54:16.401040
- B/E: 35 / 25 , Gen_loss: -0.33116332 MI_loss: 20.139326 Detection error: 0.012492179870605469 time: 0:54:17.234860
- B/E: 36 / 25 , Gen_loss: -0.3432805 MI_loss: 20.868479 Detection error: 0.012469589710235596 time: 0:54:18.089856
- B/E: 37 / 25 , Gen_loss: -0.34137943 MI_loss: 20.76503 Detection error: 0.012449026107788086 time: 0:54:18.943909
- B/E: 38 / 25 , Gen_loss: -0.33256745 MI_loss: 20.12177 Detection error: 0.012445509433746338 time: 0:54:19.802258
- B/E: 39 / 25 , Gen_loss: -0.3386009 MI_loss: 20.447138 Detection error: 0.01243513822555542 time: 0:54:20.665371
- B/E: 40 / 25 , Gen_loss: -0.33686876 MI_loss: 20.525398 Detection error: 0.012413084506988525 time: 0:54:21.524758
- B/E: 41 / 25 , Gen_loss: -0.33892903 MI_loss: 20.591244 Detection error: 0.012389898300170898 time: 0:54:22.464195
- B/E: 42 / 25 , Gen_loss: -0.34408933 MI_loss: 20.849745 Detection error: 0.012355387210845947 time: 0:54:23.321213
- B/E: 43 / 25 , Gen_loss: -0.33258954 MI_loss: 19.98574 Detection error: 0.012349426746368408 time: 0:54:24.181977
- B/E: 44 / 25 , Gen_loss: -0.34227744 MI_loss: 20.912458 Detection error: 0.012350678443908691 time: 0:54:25.039436
- B/E: 45 / 25 , Gen_loss: -0.34701067 MI_loss: 21.093325 Detection error: 0.012361407279968262 time: 0:54:25.896175
- B/E: 46 / 25 , Gen_loss: -0.33804223 MI_loss: 20.481657 Detection error: 0.012352406978607178 time: 0:54:26.751754
- B/E: 47 / 25 , Gen_loss: -0.34101695 MI_loss: 20.705544 Detection error: 0.012345731258392334 time: 0:54:27.612461
- B/E: 48 / 25 , Gen_loss: -0.34112927 MI_loss: 20.8193 Detection error: 0.012350738048553467 time: 0:54:28.468098
- B/E: 49 / 25 , Gen_loss: -0.33968192 MI_loss: 20.54151 Detection error: 0.012355029582977295 time: 0:54:29.326278
- B/E: 50 / 25 , Gen_loss: -0.33859703 MI_loss: 20.578207 Detection error: 0.01235663890838623 time: 0:54:30.183924
- B/E: 51 / 25 , Gen_loss: -0.33564094 MI_loss: 20.393467 Detection error: 0.012343168258666992 time: 0:54:31.041363
- B/E: 52 / 25 , Gen_loss: -0.34297732 MI_loss: 20.841913 Detection error: 0.012326657772064209 time: 0:54:31.932018
- B/E: 53 / 25 , Gen_loss: -0.3464823 MI_loss: 21.077953 Detection error: 0.012324631214141846 time: 0:54:32.789590
- B/E: 54 / 25 , Gen_loss: -0.3396205 MI_loss: 20.612907 Detection error: 0.012310206890106201 time: 0:54:33.648818
- B/E: 55 / 25 , Gen_loss: -0.33590236 MI_loss: 20.532946 Detection error: 0.012298524379730225 time: 0:54:34.504465
- B/E: 56 / 25 , Gen_loss: -0.34887797 MI_loss: 21.115015 Detection error: 0.012280166149139404 time: 0:54:35.383043
- B/E: 57 / 25 , Gen_loss: -0.3500067 MI_loss: 21.346657 Detection error: 0.012264013290405273 time: 0:54:36.293942
- B/E: 58 / 25 , Gen_loss: -0.34841898 MI_loss: 21.119267 Detection error: 0.01225900650024414 time: 0:54:37.160311
- B/E: 59 / 25 , Gen_loss: -0.34189323 MI_loss: 20.71347 Detection error: 0.012271881103515625 time: 0:54:38.014835
- B/E: 60 / 25 , Gen_loss: -0.3459768 MI_loss: 20.995726 Detection error: 0.012262821197509766 time: 0:54:38.784500
- B/E: 61 / 25 , Gen_loss: -0.33481446 MI_loss: 20.37443 Detection error: 0.012235879898071289 time: 0:54:39.532457
- B/E: 62 / 25 , Gen_loss: -0.34472007 MI_loss: 21.084627 Detection error: 0.012233614921569824 time: 0:54:40.284039
- B/E: 63 / 25 , Gen_loss: -0.32940447 MI_loss: 20.130888 Detection error: 0.012239277362823486 time: 0:54:41.132737
- B/E: 64 / 25 , Gen_loss: -0.34004638 MI_loss: 20.709639 Detection error: 0.01223844289779663 time: 0:54:41.994002
- B/E: 65 / 25 , Gen_loss: -0.3378231 MI_loss: 20.516401 Detection error: 0.012227296829223633 time: 0:54:42.850945
- B/E: 66 / 25 , Gen_loss: -0.34761992 MI_loss: 21.149733 Detection error: 0.012220144271850586 time: 0:54:43.712593
- B/E: 67 / 25 , Gen_loss: -0.35512567 MI_loss: 21.477638 Detection error: 0.012201309204101562 time: 0:54:44.497031
- B/E: 68 / 25 , Gen_loss: -0.33786255 MI_loss: 20.63926 Detection error: 0.012193858623504639 time: 0:54:45.248132
- B/E: 69 / 25 , Gen_loss: -0.33523732 MI_loss: 20.236856 Detection error: 0.012200891971588135 time: 0:54:46.063362
- B/E: 70 / 25 , Gen_loss: -0.33643532 MI_loss: 20.545168 Detection error: 0.012192368507385254 time: 0:54:46.829880
- B/E: 71 / 25 , Gen_loss: -0.33977434 MI_loss: 20.655771 Detection error: 0.012192249298095703 time: 0:54:47.581224
- B/E: 72 / 25 , Gen_loss: -0.34614614 MI_loss: 21.05438 Detection error: 0.012196898460388184 time: 0:54:48.344823
- B/E: 73 / 25 , Gen_loss: -0.35238397 MI_loss: 21.414597 Detection error: 0.012194693088531494 time: 0:54:49.284073
- B/E: 74 / 25 , Gen_loss: -0.33903432 MI_loss: 20.618202 Detection error: 0.01219165325164795 time: 0:54:50.139271
- B/E: 75 / 25 , Gen_loss: -0.33780968 MI_loss: 20.481506 Detection error: 0.012180089950561523 time: 0:54:50.996962
- B/E: 76 / 25 , Gen_loss: -0.3423944 MI_loss: 20.958527 Detection error: 0.012183427810668945 time: 0:54:51.858587
- B/E: 77 / 25 , Gen_loss: -0.3396179 MI_loss: 20.556768 Detection error: 0.012172698974609375 time: 0:54:52.715452
- B/E: 78 / 25 , Gen_loss: -0.3495477 MI_loss: 21.196014 Detection error: 0.012170493602752686 time: 0:54:53.572930
- B/E: 79 / 25 , Gen_loss: -0.33889136 MI_loss: 20.5988 Detection error: 0.012178122997283936 time: 0:54:54.431296
- B/E: 80 / 25 , Gen_loss: -0.34280595 MI_loss: 20.834837 Detection error: 0.012185931205749512 time: 0:54:55.222569
- B/E: 81 / 25 , Gen_loss: -0.34604093 MI_loss: 20.99784 Detection error: 0.012173771858215332 time: 0:54:55.973266
- B/E: 82 / 25 , Gen_loss: -0.34752235 MI_loss: 21.083822 Detection error: 0.012166023254394531 time: 0:54:56.720354
- B/E: 83 / 25 , Gen_loss: -0.3430729 MI_loss: 20.767675 Detection error: 0.012170016765594482 time: 0:54:57.476098
- B/E: 84 / 25 , Gen_loss: -0.33049676 MI_loss: 20.086605 Detection error: 0.01216214895248413 time: 0:54:58.224641
- B/E: 85 / 25 , Gen_loss: -0.34080717 MI_loss: 20.733908 Detection error: 0.012144625186920166 time: 0:54:58.975694
- B/E: 86 / 25 , Gen_loss: -0.33983272 MI_loss: 20.665512 Detection error: 0.012144029140472412 time: 0:54:59.732165
- B/E: 87 / 25 , Gen_loss: -0.33902577 MI_loss: 20.554333 Detection error: 0.012133181095123291 time: 0:55:00.488139
- B/E: 88 / 25 , Gen_loss: -0.33484617 MI_loss: 20.358143 Detection error: 0.01212221384048462 time: 0:55:01.354485
- B/E: 89 / 25 , Gen_loss: -0.33972532 MI_loss: 20.70964 Detection error: 0.012125670909881592 time: 0:55:02.296482
- B/E: 90 / 25 , Gen_loss: -0.34074923 MI_loss: 20.719341 Detection error: 0.012120187282562256 time: 0:55:03.179918
- B/E: 91 / 25 , Gen_loss: -0.32729784 MI_loss: 19.942236 Detection error: 0.012127399444580078 time: 0:55:04.032456
- B/E: 92 / 25 , Gen_loss: -0.32537025 MI_loss: 19.769348 Detection error: 0.012113213539123535 time: 0:55:04.794402
- B/E: 93 / 25 , Gen_loss: -0.32984227 MI_loss: 20.085209 Detection error: 0.01211702823638916 time: 0:55:05.544528
- B/E: 94 / 25 , Gen_loss: -0.34070125 MI_loss: 20.711334 Detection error: 0.012123048305511475 time: 0:55:06.395626
- B/E: 95 / 25 , Gen_loss: -0.34845388 MI_loss: 21.184483 Detection error: 0.01212698221206665 time: 0:55:07.274577
- B/E: 96 / 25 , Gen_loss: -0.33803526 MI_loss: 20.520327 Detection error: 0.012127578258514404 time: 0:55:08.080054
- B/E: 97 / 25 , Gen_loss: -0.34182507 MI_loss: 20.84968 Detection error: 0.012115776538848877 time: 0:55:08.831130
- B/E: 98 / 25 , Gen_loss: -0.34490073 MI_loss: 20.88205 Detection error: 0.012105107307434082 time: 0:55:09.588178
- B/E: 99 / 25 , Gen_loss: -0.35041338 MI_loss: 21.277252 Detection error: 0.01210033893585205 time: 0:55:10.465751
- B/E: 100 / 25 , Gen_loss: -0.33330634 MI_loss: 20.21845 Detection error: 0.01210862398147583 time: 0:55:11.320542
- B/E: 101 / 25 , Gen_loss: -0.33862656 MI_loss: 20.638004 Detection error: 0.012110292911529541 time: 0:55:12.176587
- B/E: 102 / 25 , Gen_loss: -0.3415937 MI_loss: 20.596071 Detection error: 0.012114405632019043 time: 0:55:13.034312
- B/E: 103 / 25 , Gen_loss: -0.34056622 MI_loss: 20.67653 Detection error: 0.012103676795959473 time: 0:55:13.889790
- B/E: 104 / 25 , Gen_loss: -0.32340387 MI_loss: 19.715498 Detection error: 0.01211845874786377 time: 0:55:14.746348
- B/E: 105 / 25 , Gen_loss: -0.33906895 MI_loss: 20.601587 Detection error: 0.01210939884185791 time: 0:55:15.704341
- B/E: 106 / 25 , Gen_loss: -0.3390698 MI_loss: 20.615728 Detection error: 0.012122392654418945 time: 0:55:16.563568
- B/E: 107 / 25 , Gen_loss: -0.3396189 MI_loss: 20.673195 Detection error: 0.0121229887008667 time: 0:55:17.413089
- B/E: 108 / 25 , Gen_loss: -0.3470176 MI_loss: 21.044605 Detection error: 0.012128710746765137 time: 0:55:18.162197
- B/E: 109 / 25 , Gen_loss: -0.33873302 MI_loss: 20.6545 Detection error: 0.012119054794311523 time: 0:55:18.912966
- B/E: 110 / 25 , Gen_loss: -0.33214077 MI_loss: 20.0478 Detection error: 0.012102186679840088 time: 0:55:19.664017
- B/E: 111 / 25 , Gen_loss: -0.34294236 MI_loss: 20.737942 Detection error: 0.01210099458694458 time: 0:55:20.517771
- B/E: 112 / 25 , Gen_loss: -0.3360054 MI_loss: 20.263412 Detection error: 0.012097358703613281 time: 0:55:21.372975
- B/E: 113 / 25 , Gen_loss: -0.3430777 MI_loss: 20.858013 Detection error: 0.012099802494049072 time: 0:55:22.227263
- B/E: 114 / 25 , Gen_loss: -0.342468 MI_loss: 20.828335 Detection error: 0.012099206447601318 time: 0:55:23.084169
- B/E: 115 / 25 , Gen_loss: -0.34437895 MI_loss: 20.847567 Detection error: 0.012095928192138672 time: 0:55:23.940979
- B/E: 116 / 25 , Gen_loss: -0.33992213 MI_loss: 20.795109 Detection error: 0.012095332145690918 time: 0:55:24.713657
- B/E: 117 / 25 , Gen_loss: -0.33935538 MI_loss: 20.678354 Detection error: 0.012102484703063965 time: 0:55:25.463525
- B/E: 118 / 25 , Gen_loss: -0.33779594 MI_loss: 20.419037 Detection error: 0.01209348440170288 time: 0:55:26.229164
- B/E: 119 / 25 , Gen_loss: -0.338467 MI_loss: 20.437027 Detection error: 0.012086689472198486 time: 0:55:26.985305
- B/E: 120 / 25 , Gen_loss: -0.33118814 MI_loss: 20.085634 Detection error: 0.0120849609375 time: 0:55:27.826407
- B/E: 121 / 25 , Gen_loss: -0.33889088 MI_loss: 20.586487 Detection error: 0.012083768844604492 time: 0:55:28.771699
- B/E: 122 / 25 , Gen_loss: -0.34007618 MI_loss: 20.75084 Detection error: 0.012079000473022461 time: 0:55:29.632128
- B/E: 123 / 25 , Gen_loss: -0.34282014 MI_loss: 20.841753 Detection error: 0.012065291404724121 time: 0:55:30.505013
- B/E: 124 / 25 , Gen_loss: -0.3426981 MI_loss: 20.905624 Detection error: 0.012068986892700195 time: 0:55:31.366751
- B/E: 125 / 25 , Gen_loss: -0.3433017 MI_loss: 20.796087 Detection error: 0.012072443962097168 time: 0:55:32.221417
- B/E: 126 / 25 , Gen_loss: -0.3441043 MI_loss: 20.9355 Detection error: 0.012082159519195557 time: 0:55:33.075138
- B/E: 127 / 25 , Gen_loss: -0.33198705 MI_loss: 20.072111 Detection error: 0.01207667589187622 time: 0:55:33.929393
- B/E: 128 / 25 , Gen_loss: -0.34621084 MI_loss: 21.01958 Detection error: 0.012077271938323975 time: 0:55:34.811845
- B/E: 129 / 25 , Gen_loss: -0.34156123 MI_loss: 20.881443 Detection error: 0.012082934379577637 time: 0:55:35.670785
- B/E: 130 / 25 , Gen_loss: -0.33817536 MI_loss: 20.522238 Detection error: 0.012088954448699951 time: 0:55:36.526354
- B/E: 131 / 25 , Gen_loss: -0.32920775 MI_loss: 20.052748 Detection error: 0.012087821960449219 time: 0:55:37.382295
- B/E: 132 / 25 , Gen_loss: -0.33992833 MI_loss: 20.633894 Detection error: 0.01208573579788208 time: 0:55:38.236557
- B/E: 133 / 25 , Gen_loss: -0.3386712 MI_loss: 20.69156 Detection error: 0.012088358402252197 time: 0:55:39.115198
- B/E: 134 / 25 , Gen_loss: -0.3362608 MI_loss: 20.610844 Detection error: 0.012097001075744629 time: 0:55:39.968665
- B/E: 135 / 25 , Gen_loss: -0.34559348 MI_loss: 20.916656 Detection error: 0.012093305587768555 time: 0:55:40.826776
- B/E: 136 / 25 , Gen_loss: -0.3354229 MI_loss: 20.332777 Detection error: 0.012091219425201416 time: 0:55:41.684289
- B/E: 137 / 25 , Gen_loss: -0.33782664 MI_loss: 20.41357 Detection error: 0.012095808982849121 time: 0:55:42.639119
- B/E: 138 / 25 , Gen_loss: -0.33970448 MI_loss: 20.689808 Detection error: 0.012096881866455078 time: 0:55:43.497955
- B/E: 139 / 25 , Gen_loss: -0.33362848 MI_loss: 20.271118 Detection error: 0.0121002197265625 time: 0:55:44.355175
- B/E: 140 / 25 , Gen_loss: -0.3334472 MI_loss: 20.431423 Detection error: 0.012100398540496826 time: 0:55:45.159609
- B/E: 141 / 25 , Gen_loss: -0.3461628 MI_loss: 20.930107 Detection error: 0.012098610401153564 time: 0:55:45.910837
- B/E: 142 / 25 , Gen_loss: -0.34041008 MI_loss: 20.843895 Detection error: 0.012095510959625244 time: 0:55:46.663444
- B/E: 143 / 25 , Gen_loss: -0.3475023 MI_loss: 21.148289 Detection error: 0.0120963454246521 time: 0:55:47.412558
- B/E: 144 / 25 , Gen_loss: -0.34737074 MI_loss: 21.064734 Detection error: 0.012098252773284912 time: 0:55:48.238013
- B/E: 145 / 25 , Gen_loss: -0.32738835 MI_loss: 19.768744 Detection error: 0.012100577354431152 time: 0:55:49.091745
- B/E: 146 / 25 , Gen_loss: -0.33372626 MI_loss: 20.290577 Detection error: 0.012099266052246094 time: 0:55:49.882954
- B/E: 147 / 25 , Gen_loss: -0.33833626 MI_loss: 20.62161 Detection error: 0.01210111379623413 time: 0:55:50.651210
- B/E: 148 / 25 , Gen_loss: -0.3467575 MI_loss: 21.083515 Detection error: 0.012100040912628174 time: 0:55:51.399729
- B/E: 149 / 25 , Gen_loss: -0.33093858 MI_loss: 20.190159 Detection error: 0.012103736400604248 time: 0:55:52.222789
-
- Test Loss: 13.536111 Test Error: 0.011716663837432861
- -----
- EPOCH: 26
- B/E: 0 / 26 , Gen_loss: -0.3323039 MI_loss: 20.226667 Detection error: 0.01265627145767212 time: 0:55:54.224300
- B/E: 1 / 26 , Gen_loss: -0.29419506 MI_loss: 18.646555 Detection error: 0.015687525272369385 time: 0:55:58.655880
- B/E: 2 / 26 , Gen_loss: -0.31726062 MI_loss: 19.376743 Detection error: 0.014312505722045898 time: 0:55:59.615691
- B/E: 3 / 26 , Gen_loss: -0.31931698 MI_loss: 19.86898 Detection error: 0.01455467939376831 time: 0:56:00.472047
- B/E: 4 / 26 , Gen_loss: -0.3180054 MI_loss: 19.582615 Detection error: 0.014237523078918457 time: 0:56:01.325289
- B/E: 5 / 26 , Gen_loss: -0.31988454 MI_loss: 19.797955 Detection error: 0.013906240463256836 time: 0:56:02.182618
- B/E: 6 / 26 , Gen_loss: -0.3088169 MI_loss: 19.026377 Detection error: 0.013745546340942383 time: 0:56:03.037400
- B/E: 7 / 26 , Gen_loss: -0.32651752 MI_loss: 20.043425 Detection error: 0.013785183429718018 time: 0:56:03.892474
- B/E: 8 / 26 , Gen_loss: -0.3258579 MI_loss: 19.795168 Detection error: 0.013503491878509521 time: 0:56:04.746535
- B/E: 9 / 26 , Gen_loss: -0.32279673 MI_loss: 19.683245 Detection error: 0.013424992561340332 time: 0:56:05.551203
- B/E: 10 / 26 , Gen_loss: -0.3334125 MI_loss: 20.494764 Detection error: 0.01330113410949707 time: 0:56:06.457915
- B/E: 11 / 26 , Gen_loss: -0.32632506 MI_loss: 19.907661 Detection error: 0.013177096843719482 time: 0:56:07.316427
- B/E: 12 / 26 , Gen_loss: -0.33645418 MI_loss: 20.450548 Detection error: 0.013098537921905518 time: 0:56:08.171569
- B/E: 13 / 26 , Gen_loss: -0.32802743 MI_loss: 20.010897 Detection error: 0.013000011444091797 time: 0:56:09.028173
- B/E: 14 / 26 , Gen_loss: -0.33855376 MI_loss: 20.57775 Detection error: 0.01294165849685669 time: 0:56:09.903076
- B/E: 15 / 26 , Gen_loss: -0.33835104 MI_loss: 20.506666 Detection error: 0.012835919857025146 time: 0:56:10.757426
- B/E: 16 / 26 , Gen_loss: -0.33923465 MI_loss: 20.596256 Detection error: 0.012744486331939697 time: 0:56:11.613616
- B/E: 17 / 26 , Gen_loss: -0.3408079 MI_loss: 20.711878 Detection error: 0.012670159339904785 time: 0:56:12.467777
- B/E: 18 / 26 , Gen_loss: -0.33144513 MI_loss: 20.00738 Detection error: 0.012529611587524414 time: 0:56:13.427123
- B/E: 19 / 26 , Gen_loss: -0.3261207 MI_loss: 20.110264 Detection error: 0.012499988079071045 time: 0:56:14.285410
- B/E: 20 / 26 , Gen_loss: -0.3372078 MI_loss: 20.495369 Detection error: 0.012492537498474121 time: 0:56:15.143388
- B/E: 21 / 26 , Gen_loss: -0.33878 MI_loss: 20.506935 Detection error: 0.01248013973236084 time: 0:56:15.997821
- B/E: 22 / 26 , Gen_loss: -0.34114644 MI_loss: 20.812212 Detection error: 0.012441575527191162 time: 0:56:16.853174
- B/E: 23 / 26 , Gen_loss: -0.34059647 MI_loss: 20.49565 Detection error: 0.012391924858093262 time: 0:56:17.712361
- B/E: 24 / 26 , Gen_loss: -0.3356561 MI_loss: 20.641424 Detection error: 0.012426257133483887 time: 0:56:18.568182
- B/E: 25 / 26 , Gen_loss: -0.33120963 MI_loss: 20.054386 Detection error: 0.012405037879943848 time: 0:56:19.424666
- B/E: 26 / 26 , Gen_loss: -0.33105338 MI_loss: 20.217533 Detection error: 0.012443304061889648 time: 0:56:20.280801
- B/E: 27 / 26 , Gen_loss: -0.325726 MI_loss: 19.74821 Detection error: 0.012453138828277588 time: 0:56:21.136926
- B/E: 28 / 26 , Gen_loss: -0.33176917 MI_loss: 20.044344 Detection error: 0.012436449527740479 time: 0:56:21.996374
- B/E: 29 / 26 , Gen_loss: -0.33864334 MI_loss: 20.592606 Detection error: 0.012426018714904785 time: 0:56:22.854535
- B/E: 30 / 26 , Gen_loss: -0.33968684 MI_loss: 20.582815 Detection error: 0.012392163276672363 time: 0:56:23.709755
- B/E: 31 / 26 , Gen_loss: -0.33473128 MI_loss: 20.330313 Detection error: 0.012354493141174316 time: 0:56:24.650091
- B/E: 32 / 26 , Gen_loss: -0.3397021 MI_loss: 20.774555 Detection error: 0.012333333492279053 time: 0:56:25.508324
- B/E: 33 / 26 , Gen_loss: -0.33626384 MI_loss: 20.429665 Detection error: 0.0123060941696167 time: 0:56:26.364224
- B/E: 34 / 26 , Gen_loss: -0.34087533 MI_loss: 20.690979 Detection error: 0.012307167053222656 time: 0:56:27.221987
- B/E: 35 / 26 , Gen_loss: -0.33203924 MI_loss: 20.09383 Detection error: 0.012255191802978516 time: 0:56:28.076499
- B/E: 36 / 26 , Gen_loss: -0.32822123 MI_loss: 20.083359 Detection error: 0.01223987340927124 time: 0:56:28.930904
- B/E: 37 / 26 , Gen_loss: -0.3370123 MI_loss: 20.438179 Detection error: 0.012201488018035889 time: 0:56:29.793864
- B/E: 38 / 26 , Gen_loss: -0.32822236 MI_loss: 19.940903 Detection error: 0.012229979038238525 time: 0:56:30.650494
- B/E: 39 / 26 , Gen_loss: -0.33374447 MI_loss: 20.081516 Detection error: 0.012203097343444824 time: 0:56:31.505833
- B/E: 40 / 26 , Gen_loss: -0.3376421 MI_loss: 20.396715 Detection error: 0.012174546718597412 time: 0:56:32.363610
- B/E: 41 / 26 , Gen_loss: -0.33749688 MI_loss: 20.44532 Detection error: 0.012176334857940674 time: 0:56:33.179983
- B/E: 42 / 26 , Gen_loss: -0.3429497 MI_loss: 20.764523 Detection error: 0.012157678604125977 time: 0:56:33.934503
- B/E: 43 / 26 , Gen_loss: -0.34194168 MI_loss: 20.610409 Detection error: 0.012144863605499268 time: 0:56:34.762114
- B/E: 44 / 26 , Gen_loss: -0.34333226 MI_loss: 20.768942 Detection error: 0.012154161930084229 time: 0:56:35.618306
- B/E: 45 / 26 , Gen_loss: -0.3371304 MI_loss: 20.579077 Detection error: 0.012163698673248291 time: 0:56:36.474858
- B/E: 46 / 26 , Gen_loss: -0.3300553 MI_loss: 19.88858 Detection error: 0.012144923210144043 time: 0:56:37.363691
- B/E: 47 / 26 , Gen_loss: -0.35352802 MI_loss: 21.361265 Detection error: 0.012141942977905273 time: 0:56:38.223435
- B/E: 48 / 26 , Gen_loss: -0.337012 MI_loss: 20.434843 Detection error: 0.01215052604675293 time: 0:56:39.167221
- B/E: 49 / 26 , Gen_loss: -0.33870113 MI_loss: 20.63984 Detection error: 0.012151241302490234 time: 0:56:40.022241
- B/E: 50 / 26 , Gen_loss: -0.3353602 MI_loss: 20.308338 Detection error: 0.012148261070251465 time: 0:56:40.898487
- B/E: 51 / 26 , Gen_loss: -0.33248374 MI_loss: 20.225292 Detection error: 0.012138843536376953 time: 0:56:41.759124
- B/E: 52 / 26 , Gen_loss: -0.3429269 MI_loss: 20.698395 Detection error: 0.012122631072998047 time: 0:56:42.614313
- B/E: 53 / 26 , Gen_loss: -0.34122974 MI_loss: 20.656773 Detection error: 0.012127339839935303 time: 0:56:43.470597
- B/E: 54 / 26 , Gen_loss: -0.34605858 MI_loss: 21.057365 Detection error: 0.012118160724639893 time: 0:56:44.326999
- B/E: 55 / 26 , Gen_loss: -0.3498433 MI_loss: 21.129705 Detection error: 0.01208651065826416 time: 0:56:45.184472
- B/E: 56 / 26 , Gen_loss: -0.34467113 MI_loss: 20.941193 Detection error: 0.012073993682861328 time: 0:56:45.969361
- B/E: 57 / 26 , Gen_loss: -0.34987834 MI_loss: 21.172012 Detection error: 0.012066245079040527 time: 0:56:46.811996
- B/E: 58 / 26 , Gen_loss: -0.33709967 MI_loss: 20.34979 Detection error: 0.012047111988067627 time: 0:56:47.669243
- B/E: 59 / 26 , Gen_loss: -0.33401424 MI_loss: 20.421303 Detection error: 0.012074470520019531 time: 0:56:48.522676
- B/E: 60 / 26 , Gen_loss: -0.33086014 MI_loss: 20.070162 Detection error: 0.012066066265106201 time: 0:56:49.379428
- B/E: 61 / 26 , Gen_loss: -0.33889133 MI_loss: 20.633705 Detection error: 0.012056469917297363 time: 0:56:50.233400
- B/E: 62 / 26 , Gen_loss: -0.34122854 MI_loss: 20.69688 Detection error: 0.012059032917022705 time: 0:56:51.089309
- B/E: 63 / 26 , Gen_loss: -0.33733892 MI_loss: 20.607841 Detection error: 0.012058615684509277 time: 0:56:52.045310
- B/E: 64 / 26 , Gen_loss: -0.33101007 MI_loss: 20.306467 Detection error: 0.012053847312927246 time: 0:56:52.925780
- B/E: 65 / 26 , Gen_loss: -0.33819765 MI_loss: 20.615644 Detection error: 0.012049257755279541 time: 0:56:53.783005
- B/E: 66 / 26 , Gen_loss: -0.3453702 MI_loss: 21.163328 Detection error: 0.012038230895996094 time: 0:56:54.635299
- B/E: 67 / 26 , Gen_loss: -0.3402037 MI_loss: 20.523815 Detection error: 0.012008726596832275 time: 0:56:55.488015
- B/E: 68 / 26 , Gen_loss: -0.3455086 MI_loss: 21.123646 Detection error: 0.01201629638671875 time: 0:56:56.341533
- B/E: 69 / 26 , Gen_loss: -0.34268263 MI_loss: 20.953676 Detection error: 0.012022316455841064 time: 0:56:57.199094
- B/E: 70 / 26 , Gen_loss: -0.3538491 MI_loss: 21.352234 Detection error: 0.012006580829620361 time: 0:56:58.052462
- B/E: 71 / 26 , Gen_loss: -0.3301514 MI_loss: 20.095558 Detection error: 0.012013018131256104 time: 0:56:58.916592
- B/E: 72 / 26 , Gen_loss: -0.34467027 MI_loss: 20.929646 Detection error: 0.012012004852294922 time: 0:56:59.791932
- B/E: 73 / 26 , Gen_loss: -0.3427519 MI_loss: 20.85812 Detection error: 0.012013077735900879 time: 0:57:00.653521
- B/E: 74 / 26 , Gen_loss: -0.35716483 MI_loss: 21.723541 Detection error: 0.012011229991912842 time: 0:57:01.511175
- B/E: 75 / 26 , Gen_loss: -0.334944 MI_loss: 20.28165 Detection error: 0.011999189853668213 time: 0:57:02.370428
- B/E: 76 / 26 , Gen_loss: -0.33724084 MI_loss: 20.722942 Detection error: 0.012006878852844238 time: 0:57:03.227317
- B/E: 77 / 26 , Gen_loss: -0.34138072 MI_loss: 20.727133 Detection error: 0.012004435062408447 time: 0:57:04.111183
- B/E: 78 / 26 , Gen_loss: -0.33415017 MI_loss: 20.189716 Detection error: 0.01200634241104126 time: 0:57:04.983490
- B/E: 79 / 26 , Gen_loss: -0.3387102 MI_loss: 20.611217 Detection error: 0.012009739875793457 time: 0:57:05.927328
- B/E: 80 / 26 , Gen_loss: -0.33620614 MI_loss: 20.531248 Detection error: 0.01202547550201416 time: 0:57:06.784857
- B/E: 81 / 26 , Gen_loss: -0.3346686 MI_loss: 20.249569 Detection error: 0.012009501457214355 time: 0:57:07.640702
- B/E: 82 / 26 , Gen_loss: -0.34002513 MI_loss: 20.55669 Detection error: 0.012010931968688965 time: 0:57:08.524454
- B/E: 83 / 26 , Gen_loss: -0.33960533 MI_loss: 20.578655 Detection error: 0.012012660503387451 time: 0:57:09.382762
- B/E: 84 / 26 , Gen_loss: -0.33524898 MI_loss: 20.395279 Detection error: 0.012009203433990479 time: 0:57:10.231663
- B/E: 85 / 26 , Gen_loss: -0.34259126 MI_loss: 20.641975 Detection error: 0.011993110179901123 time: 0:57:10.979349
- B/E: 86 / 26 , Gen_loss: -0.33516887 MI_loss: 20.212053 Detection error: 0.011989235877990723 time: 0:57:11.754098
- B/E: 87 / 26 , Gen_loss: -0.33671072 MI_loss: 20.30877 Detection error: 0.01197195053100586 time: 0:57:12.523020
- B/E: 88 / 26 , Gen_loss: -0.33974546 MI_loss: 20.56762 Detection error: 0.011950850486755371 time: 0:57:13.273221
- B/E: 89 / 26 , Gen_loss: -0.3366867 MI_loss: 20.684093 Detection error: 0.011963188648223877 time: 0:57:14.019620
- B/E: 90 / 26 , Gen_loss: -0.34543437 MI_loss: 20.96235 Detection error: 0.011958420276641846 time: 0:57:14.767213
- B/E: 91 / 26 , Gen_loss: -0.3440154 MI_loss: 20.824661 Detection error: 0.011966347694396973 time: 0:57:15.515010
- B/E: 92 / 26 , Gen_loss: -0.33196884 MI_loss: 20.191988 Detection error: 0.01195293664932251 time: 0:57:16.278842
- B/E: 93 / 26 , Gen_loss: -0.33795542 MI_loss: 20.49448 Detection error: 0.011953115463256836 time: 0:57:17.097423
- B/E: 94 / 26 , Gen_loss: -0.3507715 MI_loss: 21.425463 Detection error: 0.011966466903686523 time: 0:57:17.951127
- B/E: 95 / 26 , Gen_loss: -0.33245808 MI_loss: 20.160456 Detection error: 0.0119704008102417 time: 0:57:18.906321
- B/E: 96 / 26 , Gen_loss: -0.33958 MI_loss: 20.616829 Detection error: 0.011964857578277588 time: 0:57:19.770857
- B/E: 97 / 26 , Gen_loss: -0.33888966 MI_loss: 20.598175 Detection error: 0.011954069137573242 time: 0:57:20.630155
- B/E: 98 / 26 , Gen_loss: -0.33628616 MI_loss: 20.316856 Detection error: 0.011946678161621094 time: 0:57:21.408338
- B/E: 99 / 26 , Gen_loss: -0.33751127 MI_loss: 20.412226 Detection error: 0.011943459510803223 time: 0:57:22.161445
- B/E: 100 / 26 , Gen_loss: -0.342246 MI_loss: 20.847828 Detection error: 0.011944949626922607 time: 0:57:22.999722
- B/E: 101 / 26 , Gen_loss: -0.33472267 MI_loss: 20.472475 Detection error: 0.01195436716079712 time: 0:57:23.854423
- B/E: 102 / 26 , Gen_loss: -0.34763595 MI_loss: 21.057682 Detection error: 0.011950850486755371 time: 0:57:24.710549
- B/E: 103 / 26 , Gen_loss: -0.3450504 MI_loss: 20.98739 Detection error: 0.011951923370361328 time: 0:57:25.563218
- B/E: 104 / 26 , Gen_loss: -0.33002368 MI_loss: 20.265371 Detection error: 0.01196366548538208 time: 0:57:26.416660
- B/E: 105 / 26 , Gen_loss: -0.33688495 MI_loss: 20.568445 Detection error: 0.011961400508880615 time: 0:57:27.271544
- B/E: 106 / 26 , Gen_loss: -0.3451814 MI_loss: 21.08339 Detection error: 0.011957049369812012 time: 0:57:28.124765
- B/E: 107 / 26 , Gen_loss: -0.33937338 MI_loss: 20.632473 Detection error: 0.011969029903411865 time: 0:57:28.987347
- B/E: 108 / 26 , Gen_loss: -0.34923002 MI_loss: 21.251368 Detection error: 0.01197504997253418 time: 0:57:29.847599
- B/E: 109 / 26 , Gen_loss: -0.33950648 MI_loss: 20.583857 Detection error: 0.011965334415435791 time: 0:57:30.703168
- B/E: 110 / 26 , Gen_loss: -0.33532777 MI_loss: 20.262384 Detection error: 0.011953294277191162 time: 0:57:31.557744
- B/E: 111 / 26 , Gen_loss: -0.34070998 MI_loss: 20.721527 Detection error: 0.011958956718444824 time: 0:57:32.497040
- B/E: 112 / 26 , Gen_loss: -0.33926633 MI_loss: 20.626638 Detection error: 0.011957705020904541 time: 0:57:33.355839
- B/E: 113 / 26 , Gen_loss: -0.34464023 MI_loss: 21.173843 Detection error: 0.011963248252868652 time: 0:57:34.138388
- B/E: 114 / 26 , Gen_loss: -0.33788216 MI_loss: 20.53929 Detection error: 0.011966288089752197 time: 0:57:34.886039
- B/E: 115 / 26 , Gen_loss: -0.33711264 MI_loss: 20.514122 Detection error: 0.011960148811340332 time: 0:57:35.633645
- B/E: 116 / 26 , Gen_loss: -0.33823645 MI_loss: 20.503197 Detection error: 0.011961281299591064 time: 0:57:36.386721
- B/E: 117 / 26 , Gen_loss: -0.32828572 MI_loss: 20.089462 Detection error: 0.011968493461608887 time: 0:57:37.135210
- B/E: 118 / 26 , Gen_loss: -0.34868085 MI_loss: 21.107609 Detection error: 0.011959314346313477 time: 0:57:37.883811
- B/E: 119 / 26 , Gen_loss: -0.34563273 MI_loss: 20.88456 Detection error: 0.011952579021453857 time: 0:57:38.709627
- B/E: 120 / 26 , Gen_loss: -0.34978062 MI_loss: 21.40678 Detection error: 0.011950135231018066 time: 0:57:39.563490
- B/E: 121 / 26 , Gen_loss: -0.33903468 MI_loss: 20.803055 Detection error: 0.011955440044403076 time: 0:57:40.451895
- B/E: 122 / 26 , Gen_loss: -0.33337235 MI_loss: 20.119171 Detection error: 0.011947393417358398 time: 0:57:41.310103
- B/E: 123 / 26 , Gen_loss: -0.3433375 MI_loss: 20.843567 Detection error: 0.011937499046325684 time: 0:57:42.164788
- B/E: 124 / 26 , Gen_loss: -0.34791037 MI_loss: 21.372896 Detection error: 0.01194298267364502 time: 0:57:43.022697
- B/E: 125 / 26 , Gen_loss: -0.33602062 MI_loss: 20.341341 Detection error: 0.011944949626922607 time: 0:57:43.897987
- B/E: 126 / 26 , Gen_loss: -0.34037343 MI_loss: 20.891598 Detection error: 0.011952042579650879 time: 0:57:44.677693
- B/E: 127 / 26 , Gen_loss: -0.34047282 MI_loss: 20.808987 Detection error: 0.01195216178894043 time: 0:57:45.529351
- B/E: 128 / 26 , Gen_loss: -0.3380823 MI_loss: 20.494205 Detection error: 0.011948645114898682 time: 0:57:46.386980
- B/E: 129 / 26 , Gen_loss: -0.3340892 MI_loss: 20.466618 Detection error: 0.011957705020904541 time: 0:57:47.246032
- B/E: 130 / 26 , Gen_loss: -0.34910715 MI_loss: 21.209017 Detection error: 0.01196277141571045 time: 0:57:48.105042
- B/E: 131 / 26 , Gen_loss: -0.3425893 MI_loss: 20.83477 Detection error: 0.011966407299041748 time: 0:57:48.961602
- B/E: 132 / 26 , Gen_loss: -0.33918294 MI_loss: 20.491776 Detection error: 0.01195746660232544 time: 0:57:49.766173
- B/E: 133 / 26 , Gen_loss: -0.34391394 MI_loss: 20.969652 Detection error: 0.011963367462158203 time: 0:57:50.534487
- B/E: 134 / 26 , Gen_loss: -0.34198797 MI_loss: 20.905052 Detection error: 0.011974990367889404 time: 0:57:51.284656
- B/E: 135 / 26 , Gen_loss: -0.34823242 MI_loss: 21.03082 Detection error: 0.01197129487991333 time: 0:57:52.035716
- B/E: 136 / 26 , Gen_loss: -0.3319616 MI_loss: 20.130674 Detection error: 0.011973321437835693 time: 0:57:52.787747
- B/E: 137 / 26 , Gen_loss: -0.33304924 MI_loss: 20.229515 Detection error: 0.011980056762695312 time: 0:57:53.539697
- B/E: 138 / 26 , Gen_loss: -0.33851004 MI_loss: 20.621727 Detection error: 0.011975288391113281 time: 0:57:54.303040
- B/E: 139 / 26 , Gen_loss: -0.33924654 MI_loss: 20.824162 Detection error: 0.011976778507232666 time: 0:57:55.051790
- B/E: 140 / 26 , Gen_loss: -0.33234915 MI_loss: 20.219593 Detection error: 0.011981189250946045 time: 0:57:55.890361
- B/E: 141 / 26 , Gen_loss: -0.34168532 MI_loss: 20.689787 Detection error: 0.011974453926086426 time: 0:57:56.747245
- B/E: 142 / 26 , Gen_loss: -0.35502803 MI_loss: 21.569931 Detection error: 0.011972010135650635 time: 0:57:57.602535
- B/E: 143 / 26 , Gen_loss: -0.35061002 MI_loss: 21.251368 Detection error: 0.01196897029876709 time: 0:57:58.538425
- B/E: 144 / 26 , Gen_loss: -0.3357007 MI_loss: 20.460438 Detection error: 0.011975884437561035 time: 0:57:59.397984
- B/E: 145 / 26 , Gen_loss: -0.3355332 MI_loss: 20.257097 Detection error: 0.01197582483291626 time: 0:58:00.204819
- B/E: 146 / 26 , Gen_loss: -0.33886847 MI_loss: 20.621607 Detection error: 0.01197725534439087 time: 0:58:01.050446
- B/E: 147 / 26 , Gen_loss: -0.33988735 MI_loss: 20.74646 Detection error: 0.011981844902038574 time: 0:58:01.903968
- B/E: 148 / 26 , Gen_loss: -0.33990324 MI_loss: 20.661982 Detection error: 0.011980295181274414 time: 0:58:02.757930
- B/E: 149 / 26 , Gen_loss: -0.3439606 MI_loss: 20.874592 Detection error: 0.011985838413238525 time: 0:58:03.613164
-
- Test Loss: 13.500901 Test Error: 0.012116670608520508
- -----
- EPOCH: 27
- B/E: 0 / 27 , Gen_loss: -0.33471224 MI_loss: 20.366308 Detection error: 0.012843728065490723 time: 0:58:05.612682
- B/E: 1 / 27 , Gen_loss: -0.2597452 MI_loss: 16.222237 Detection error: 0.016109347343444824 time: 0:58:10.142039
- B/E: 2 / 27 , Gen_loss: -0.3251633 MI_loss: 19.74526 Detection error: 0.014406263828277588 time: 0:58:11.020311
- B/E: 3 / 27 , Gen_loss: -0.31638584 MI_loss: 19.431051 Detection error: 0.014460921287536621 time: 0:58:11.918923
- B/E: 4 / 27 , Gen_loss: -0.32519397 MI_loss: 20.01942 Detection error: 0.01432502269744873 time: 0:58:12.774865
- B/E: 5 / 27 , Gen_loss: -0.3160601 MI_loss: 19.436382 Detection error: 0.013895809650421143 time: 0:58:13.718272
- B/E: 6 / 27 , Gen_loss: -0.32416505 MI_loss: 19.957943 Detection error: 0.01361161470413208 time: 0:58:14.577039
- B/E: 7 / 27 , Gen_loss: -0.33245674 MI_loss: 20.248873 Detection error: 0.013617157936096191 time: 0:58:15.457480
- B/E: 8 / 27 , Gen_loss: -0.3252079 MI_loss: 19.887146 Detection error: 0.013364613056182861 time: 0:58:16.377033
- B/E: 9 / 27 , Gen_loss: -0.33157948 MI_loss: 20.172256 Detection error: 0.013215601444244385 time: 0:58:17.234066
- B/E: 10 / 27 , Gen_loss: -0.33836114 MI_loss: 20.405682 Detection error: 0.013125002384185791 time: 0:58:18.090935
- B/E: 11 / 27 , Gen_loss: -0.34373376 MI_loss: 20.848665 Detection error: 0.013020813465118408 time: 0:58:18.947394
- B/E: 12 / 27 , Gen_loss: -0.32955724 MI_loss: 20.164482 Detection error: 0.013026416301727295 time: 0:58:19.736285
- B/E: 13 / 27 , Gen_loss: -0.3406434 MI_loss: 20.729336 Detection error: 0.012915194034576416 time: 0:58:20.483916
- B/E: 14 / 27 , Gen_loss: -0.34096304 MI_loss: 20.761528 Detection error: 0.012822926044464111 time: 0:58:21.231299
- B/E: 15 / 27 , Gen_loss: -0.34687254 MI_loss: 21.076628 Detection error: 0.01271289587020874 time: 0:58:21.998064
- B/E: 16 / 27 , Gen_loss: -0.32893145 MI_loss: 19.992779 Detection error: 0.012626826763153076 time: 0:58:22.866628
- B/E: 17 / 27 , Gen_loss: -0.33098975 MI_loss: 20.035183 Detection error: 0.012564241886138916 time: 0:58:23.723413
- B/E: 18 / 27 , Gen_loss: -0.34359026 MI_loss: 20.901789 Detection error: 0.012450635433197021 time: 0:58:24.577996
- B/E: 19 / 27 , Gen_loss: -0.32617575 MI_loss: 19.85289 Detection error: 0.012415647506713867 time: 0:58:25.433030
- B/E: 20 / 27 , Gen_loss: -0.34261954 MI_loss: 20.974705 Detection error: 0.012412190437316895 time: 0:58:26.389330
- B/E: 21 / 27 , Gen_loss: -0.3303046 MI_loss: 20.072271 Detection error: 0.012404859066009521 time: 0:58:27.251107
- B/E: 22 / 27 , Gen_loss: -0.33963802 MI_loss: 20.47654 Detection error: 0.012341022491455078 time: 0:58:28.109793
- B/E: 23 / 27 , Gen_loss: -0.34306276 MI_loss: 20.787367 Detection error: 0.01233983039855957 time: 0:58:28.967636
- B/E: 24 / 27 , Gen_loss: -0.3334969 MI_loss: 20.312096 Detection error: 0.01233375072479248 time: 0:58:29.832552
- B/E: 25 / 27 , Gen_loss: -0.33178353 MI_loss: 20.170885 Detection error: 0.012320935726165771 time: 0:58:30.690896
- B/E: 26 / 27 , Gen_loss: -0.3474251 MI_loss: 21.29064 Detection error: 0.012340307235717773 time: 0:58:31.478398
- B/E: 27 / 27 , Gen_loss: -0.33685192 MI_loss: 20.57224 Detection error: 0.012344837188720703 time: 0:58:32.330279
- B/E: 28 / 27 , Gen_loss: -0.34259146 MI_loss: 20.824253 Detection error: 0.012322187423706055 time: 0:58:33.186889
- B/E: 29 / 27 , Gen_loss: -0.3353995 MI_loss: 20.30793 Detection error: 0.012309372425079346 time: 0:58:34.041484
- B/E: 30 / 27 , Gen_loss: -0.3419798 MI_loss: 20.73711 Detection error: 0.012272179126739502 time: 0:58:34.820409
- B/E: 31 / 27 , Gen_loss: -0.33870202 MI_loss: 20.471382 Detection error: 0.012227535247802734 time: 0:58:35.569896
- B/E: 32 / 27 , Gen_loss: -0.34284315 MI_loss: 20.85226 Detection error: 0.012230098247528076 time: 0:58:36.319371
- B/E: 33 / 27 , Gen_loss: -0.32149255 MI_loss: 19.635345 Detection error: 0.01219487190246582 time: 0:58:37.160316
- B/E: 34 / 27 , Gen_loss: -0.3333086 MI_loss: 20.341352 Detection error: 0.012199997901916504 time: 0:58:38.018879
- B/E: 35 / 27 , Gen_loss: -0.33856982 MI_loss: 20.47577 Detection error: 0.01216667890548706 time: 0:58:38.876529
- B/E: 36 / 27 , Gen_loss: -0.35057828 MI_loss: 21.352388 Detection error: 0.012132585048675537 time: 0:58:39.820378
- B/E: 37 / 27 , Gen_loss: -0.34168115 MI_loss: 20.822851 Detection error: 0.012116789817810059 time: 0:58:40.675962
- B/E: 38 / 27 , Gen_loss: -0.3293148 MI_loss: 20.215225 Detection error: 0.012133002281188965 time: 0:58:41.531752
- B/E: 39 / 27 , Gen_loss: -0.34373748 MI_loss: 20.716127 Detection error: 0.01210939884185791 time: 0:58:42.380194
- B/E: 40 / 27 , Gen_loss: -0.3382009 MI_loss: 20.61745 Detection error: 0.012096822261810303 time: 0:58:43.164532
- B/E: 41 / 27 , Gen_loss: -0.34146684 MI_loss: 20.545986 Detection error: 0.01207810640335083 time: 0:58:43.917415
- B/E: 42 / 27 , Gen_loss: -0.3391298 MI_loss: 20.618816 Detection error: 0.01205378770828247 time: 0:58:44.670069
- B/E: 43 / 27 , Gen_loss: -0.33848393 MI_loss: 20.464928 Detection error: 0.012050449848175049 time: 0:58:45.418959
- B/E: 44 / 27 , Gen_loss: -0.34768543 MI_loss: 21.249296 Detection error: 0.012056231498718262 time: 0:58:46.169399
- B/E: 45 / 27 , Gen_loss: -0.3434272 MI_loss: 20.797657 Detection error: 0.012050271034240723 time: 0:58:46.940151
- B/E: 46 / 27 , Gen_loss: -0.33998588 MI_loss: 20.723495 Detection error: 0.012069165706634521 time: 0:58:47.772739
- B/E: 47 / 27 , Gen_loss: -0.34014034 MI_loss: 20.519892 Detection error: 0.01203775405883789 time: 0:58:48.627592
- B/E: 48 / 27 , Gen_loss: -0.3383633 MI_loss: 20.653553 Detection error: 0.012058675289154053 time: 0:58:49.481062
- B/E: 49 / 27 , Gen_loss: -0.3477598 MI_loss: 21.225746 Detection error: 0.012062489986419678 time: 0:58:50.337822
- B/E: 50 / 27 , Gen_loss: -0.3319937 MI_loss: 20.273043 Detection error: 0.012069880962371826 time: 0:58:51.194784
- B/E: 51 / 27 , Gen_loss: -0.34222016 MI_loss: 20.971848 Detection error: 0.012063086032867432 time: 0:58:52.066421
- B/E: 52 / 27 , Gen_loss: -0.3468114 MI_loss: 21.097664 Detection error: 0.01205366849899292 time: 0:58:53.020549
- B/E: 53 / 27 , Gen_loss: -0.34907675 MI_loss: 21.220713 Detection error: 0.012058436870574951 time: 0:58:53.877815
- B/E: 54 / 27 , Gen_loss: -0.34044644 MI_loss: 20.675549 Detection error: 0.012055695056915283 time: 0:58:54.736631
- B/E: 55 / 27 , Gen_loss: -0.3350834 MI_loss: 20.319519 Detection error: 0.012036263942718506 time: 0:58:55.591600
- B/E: 56 / 27 , Gen_loss: -0.3472638 MI_loss: 21.094551 Detection error: 0.012020289897918701 time: 0:58:56.448465
- B/E: 57 / 27 , Gen_loss: -0.34227893 MI_loss: 20.798664 Detection error: 0.012008070945739746 time: 0:58:57.303480
- B/E: 58 / 27 , Gen_loss: -0.35130838 MI_loss: 21.212627 Detection error: 0.012004256248474121 time: 0:58:58.160317
- B/E: 59 / 27 , Gen_loss: -0.3479986 MI_loss: 21.112844 Detection error: 0.01201719045639038 time: 0:58:59.018287
- B/E: 60 / 27 , Gen_loss: -0.34312582 MI_loss: 20.915363 Detection error: 0.012015879154205322 time: 0:58:59.884685
- B/E: 61 / 27 , Gen_loss: -0.33824387 MI_loss: 20.627785 Detection error: 0.01199495792388916 time: 0:59:00.737834
- B/E: 62 / 27 , Gen_loss: -0.34837538 MI_loss: 21.333649 Detection error: 0.011992037296295166 time: 0:59:01.593492
- B/E: 63 / 27 , Gen_loss: -0.33791426 MI_loss: 20.508595 Detection error: 0.011992216110229492 time: 0:59:02.473801
- B/E: 64 / 27 , Gen_loss: -0.3402028 MI_loss: 20.775194 Detection error: 0.011990368366241455 time: 0:59:03.331037
- B/E: 65 / 27 , Gen_loss: -0.33828443 MI_loss: 20.565208 Detection error: 0.01198345422744751 time: 0:59:04.191645
- B/E: 66 / 27 , Gen_loss: -0.3473816 MI_loss: 21.099773 Detection error: 0.011960804462432861 time: 0:59:04.946696
- B/E: 67 / 27 , Gen_loss: -0.3410297 MI_loss: 20.817335 Detection error: 0.011948049068450928 time: 0:59:05.721930
- B/E: 68 / 27 , Gen_loss: -0.3424334 MI_loss: 20.872704 Detection error: 0.011949300765991211 time: 0:59:06.552130
- B/E: 69 / 27 , Gen_loss: -0.33156338 MI_loss: 20.254478 Detection error: 0.011949121952056885 time: 0:59:07.303956
- B/E: 70 / 27 , Gen_loss: -0.34418994 MI_loss: 20.922785 Detection error: 0.011937081813812256 time: 0:59:08.055025
- B/E: 71 / 27 , Gen_loss: -0.3329183 MI_loss: 20.068745 Detection error: 0.011940956115722656 time: 0:59:08.803265
- B/E: 72 / 27 , Gen_loss: -0.35072842 MI_loss: 21.337149 Detection error: 0.011946499347686768 time: 0:59:09.551745
- B/E: 73 / 27 , Gen_loss: -0.34069604 MI_loss: 20.668568 Detection error: 0.011948466300964355 time: 0:59:10.306691
- B/E: 74 / 27 , Gen_loss: -0.3381873 MI_loss: 20.607391 Detection error: 0.011951267719268799 time: 0:59:11.058429
- B/E: 75 / 27 , Gen_loss: -0.34605008 MI_loss: 21.043385 Detection error: 0.011943280696868896 time: 0:59:11.881000
- B/E: 76 / 27 , Gen_loss: -0.33526546 MI_loss: 20.375416 Detection error: 0.011941969394683838 time: 0:59:12.717525
- B/E: 77 / 27 , Gen_loss: -0.33966416 MI_loss: 20.590302 Detection error: 0.01193910837173462 time: 0:59:13.574957
- B/E: 78 / 27 , Gen_loss: -0.33732522 MI_loss: 20.426672 Detection error: 0.01193392276763916 time: 0:59:14.464677
- B/E: 79 / 27 , Gen_loss: -0.34454006 MI_loss: 20.865372 Detection error: 0.011946499347686768 time: 0:59:15.324306
- B/E: 80 / 27 , Gen_loss: -0.33969444 MI_loss: 20.80595 Detection error: 0.01194983720779419 time: 0:59:16.183168
- B/E: 81 / 27 , Gen_loss: -0.33429587 MI_loss: 20.183735 Detection error: 0.011947035789489746 time: 0:59:16.968970
- B/E: 82 / 27 , Gen_loss: -0.34724483 MI_loss: 21.08331 Detection error: 0.011939406394958496 time: 0:59:17.719812
- B/E: 83 / 27 , Gen_loss: -0.34578952 MI_loss: 21.129705 Detection error: 0.01194608211517334 time: 0:59:18.491821
- B/E: 84 / 27 , Gen_loss: -0.3346366 MI_loss: 20.43771 Detection error: 0.011935651302337646 time: 0:59:19.346995
- B/E: 85 / 27 , Gen_loss: -0.3562711 MI_loss: 21.49739 Detection error: 0.011922597885131836 time: 0:59:20.095592
- B/E: 86 / 27 , Gen_loss: -0.34107232 MI_loss: 20.738663 Detection error: 0.011923134326934814 time: 0:59:20.854353
- B/E: 87 / 27 , Gen_loss: -0.34363446 MI_loss: 20.930264 Detection error: 0.011903762817382812 time: 0:59:21.602650
- B/E: 88 / 27 , Gen_loss: -0.3469273 MI_loss: 21.093386 Detection error: 0.011894285678863525 time: 0:59:22.348054
- B/E: 89 / 27 , Gen_loss: -0.3376184 MI_loss: 20.594505 Detection error: 0.011905193328857422 time: 0:59:23.095950
- B/E: 90 / 27 , Gen_loss: -0.35011733 MI_loss: 21.180813 Detection error: 0.011898696422576904 time: 0:59:23.846540
- B/E: 91 / 27 , Gen_loss: -0.33430505 MI_loss: 20.480951 Detection error: 0.011903166770935059 time: 0:59:24.596600
- B/E: 92 / 27 , Gen_loss: -0.34371918 MI_loss: 20.771635 Detection error: 0.011894464492797852 time: 0:59:25.344728
- B/E: 93 / 27 , Gen_loss: -0.34683686 MI_loss: 21.142334 Detection error: 0.011897921562194824 time: 0:59:26.092914
- B/E: 94 / 27 , Gen_loss: -0.34698722 MI_loss: 21.096914 Detection error: 0.011910498142242432 time: 0:59:26.931266
- B/E: 95 / 27 , Gen_loss: -0.34961835 MI_loss: 21.355839 Detection error: 0.011918306350708008 time: 0:59:27.786220
- B/E: 96 / 27 , Gen_loss: -0.3440899 MI_loss: 21.012434 Detection error: 0.011908173561096191 time: 0:59:28.641366
- B/E: 97 / 27 , Gen_loss: -0.3438284 MI_loss: 20.780115 Detection error: 0.011898577213287354 time: 0:59:29.499335
- B/E: 98 / 27 , Gen_loss: -0.33748704 MI_loss: 20.532257 Detection error: 0.011884152889251709 time: 0:59:30.355735
- B/E: 99 / 27 , Gen_loss: -0.34974727 MI_loss: 21.092175 Detection error: 0.011881232261657715 time: 0:59:31.212193
- B/E: 100 / 27 , Gen_loss: -0.33800262 MI_loss: 20.660275 Detection error: 0.0118827223777771 time: 0:59:32.078868
- B/E: 101 / 27 , Gen_loss: -0.34855363 MI_loss: 21.162228 Detection error: 0.011884808540344238 time: 0:59:32.925612
- B/E: 102 / 27 , Gen_loss: -0.3466727 MI_loss: 21.100449 Detection error: 0.011888325214385986 time: 0:59:33.781323
- B/E: 103 / 27 , Gen_loss: -0.34455743 MI_loss: 20.818853 Detection error: 0.01188129186630249 time: 0:59:34.639403
- B/E: 104 / 27 , Gen_loss: -0.33934546 MI_loss: 20.638477 Detection error: 0.01188957691192627 time: 0:59:35.496518
- B/E: 105 / 27 , Gen_loss: -0.3401642 MI_loss: 20.684784 Detection error: 0.01188117265701294 time: 0:59:36.350598
- B/E: 106 / 27 , Gen_loss: -0.33521485 MI_loss: 20.498535 Detection error: 0.011884033679962158 time: 0:59:37.204370
- B/E: 107 / 27 , Gen_loss: -0.34736663 MI_loss: 21.131557 Detection error: 0.011893212795257568 time: 0:59:38.064249
- B/E: 108 / 27 , Gen_loss: -0.34485137 MI_loss: 21.016527 Detection error: 0.011898815631866455 time: 0:59:38.922141
- B/E: 109 / 27 , Gen_loss: -0.3453034 MI_loss: 20.992249 Detection error: 0.011886656284332275 time: 0:59:39.776452
- B/E: 110 / 27 , Gen_loss: -0.34440365 MI_loss: 20.92369 Detection error: 0.011875569820404053 time: 0:59:40.631416
- B/E: 111 / 27 , Gen_loss: -0.34654808 MI_loss: 20.960104 Detection error: 0.011868834495544434 time: 0:59:41.486337
- B/E: 112 / 27 , Gen_loss: -0.34401384 MI_loss: 20.85355 Detection error: 0.011866152286529541 time: 0:59:42.346429
- B/E: 113 / 27 , Gen_loss: -0.34463298 MI_loss: 21.249538 Detection error: 0.011870324611663818 time: 0:59:43.203577
- B/E: 114 / 27 , Gen_loss: -0.33848253 MI_loss: 20.47519 Detection error: 0.011870622634887695 time: 0:59:44.061483
- B/E: 115 / 27 , Gen_loss: -0.33820212 MI_loss: 20.415594 Detection error: 0.011867165565490723 time: 0:59:44.920204
- B/E: 116 / 27 , Gen_loss: -0.3478974 MI_loss: 21.100565 Detection error: 0.01186591386795044 time: 0:59:45.892392
- B/E: 117 / 27 , Gen_loss: -0.3349105 MI_loss: 20.422596 Detection error: 0.011870503425598145 time: 0:59:46.758270
- B/E: 118 / 27 , Gen_loss: -0.34638017 MI_loss: 20.913507 Detection error: 0.011859238147735596 time: 0:59:47.619320
- B/E: 119 / 27 , Gen_loss: -0.3439815 MI_loss: 20.943565 Detection error: 0.011856794357299805 time: 0:59:48.476348
- B/E: 120 / 27 , Gen_loss: -0.33299166 MI_loss: 20.29562 Detection error: 0.011848390102386475 time: 0:59:49.337331
- B/E: 121 / 27 , Gen_loss: -0.33464375 MI_loss: 20.256367 Detection error: 0.011850416660308838 time: 0:59:50.220263
- B/E: 122 / 27 , Gen_loss: -0.34998053 MI_loss: 21.122168 Detection error: 0.01184225082397461 time: 0:59:51.077806
- B/E: 123 / 27 , Gen_loss: -0.33692202 MI_loss: 20.496857 Detection error: 0.011842012405395508 time: 0:59:51.925699
- B/E: 124 / 27 , Gen_loss: -0.34206098 MI_loss: 20.8606 Detection error: 0.011842727661132812 time: 0:59:52.673766
- B/E: 125 / 27 , Gen_loss: -0.34279296 MI_loss: 20.87554 Detection error: 0.011847972869873047 time: 0:59:53.421473
- B/E: 126 / 27 , Gen_loss: -0.34211275 MI_loss: 20.778973 Detection error: 0.011855065822601318 time: 0:59:54.264328
- B/E: 127 / 27 , Gen_loss: -0.34359616 MI_loss: 20.822886 Detection error: 0.011847436428070068 time: 0:59:55.118518
- B/E: 128 / 27 , Gen_loss: -0.34627786 MI_loss: 21.136972 Detection error: 0.01185464859008789 time: 0:59:55.973304
- B/E: 129 / 27 , Gen_loss: -0.3475209 MI_loss: 21.125849 Detection error: 0.011855781078338623 time: 0:59:56.757559
- B/E: 130 / 27 , Gen_loss: -0.3414128 MI_loss: 20.706757 Detection error: 0.011864244937896729 time: 0:59:57.519426
- B/E: 131 / 27 , Gen_loss: -0.34055892 MI_loss: 20.554901 Detection error: 0.01186835765838623 time: 0:59:58.270994
- B/E: 132 / 27 , Gen_loss: -0.34304342 MI_loss: 20.956982 Detection error: 0.011866331100463867 time: 0:59:59.116276
- B/E: 133 / 27 , Gen_loss: -0.34010467 MI_loss: 20.736761 Detection error: 0.011874794960021973 time: 0:59:59.877759
- B/E: 134 / 27 , Gen_loss: -0.34845918 MI_loss: 21.361122 Detection error: 0.011881232261657715 time: 1:00:00.626758
- B/E: 135 / 27 , Gen_loss: -0.34803587 MI_loss: 21.119913 Detection error: 0.011875689029693604 time: 1:00:01.386593
- B/E: 136 / 27 , Gen_loss: -0.34251666 MI_loss: 20.976198 Detection error: 0.011884808540344238 time: 1:00:02.139479
- B/E: 137 / 27 , Gen_loss: -0.33634454 MI_loss: 20.360806 Detection error: 0.011885881423950195 time: 1:00:02.890980
- B/E: 138 / 27 , Gen_loss: -0.33920133 MI_loss: 20.607695 Detection error: 0.01188647747039795 time: 1:00:03.638926
- B/E: 139 / 27 , Gen_loss: -0.35057202 MI_loss: 21.264366 Detection error: 0.011890172958374023 time: 1:00:04.385435
- B/E: 140 / 27 , Gen_loss: -0.34110346 MI_loss: 20.753876 Detection error: 0.011896729469299316 time: 1:00:05.134816
- B/E: 141 / 27 , Gen_loss: -0.35144842 MI_loss: 21.203016 Detection error: 0.011891722679138184 time: 1:00:05.989073
- B/E: 142 / 27 , Gen_loss: -0.34271276 MI_loss: 20.800909 Detection error: 0.011891841888427734 time: 1:00:06.845067
- B/E: 143 / 27 , Gen_loss: -0.33442143 MI_loss: 20.382729 Detection error: 0.011888682842254639 time: 1:00:07.669829
- B/E: 144 / 27 , Gen_loss: -0.33514518 MI_loss: 20.404184 Detection error: 0.011893749237060547 time: 1:00:08.418707
- B/E: 145 / 27 , Gen_loss: -0.3359856 MI_loss: 20.488028 Detection error: 0.011897444725036621 time: 1:00:09.169660
- B/E: 146 / 27 , Gen_loss: -0.34597674 MI_loss: 20.960499 Detection error: 0.011892616748809814 time: 1:00:09.926182
- B/E: 147 / 27 , Gen_loss: -0.33088836 MI_loss: 20.20176 Detection error: 0.011892497539520264 time: 1:00:10.675061
- B/E: 148 / 27 , Gen_loss: -0.341508 MI_loss: 20.731953 Detection error: 0.01189112663269043 time: 1:00:11.601610
- B/E: 149 / 27 , Gen_loss: -0.3318058 MI_loss: 20.34528 Detection error: 0.011898338794708252 time: 1:00:12.458517
-
- Test Loss: 13.4579935 Test Error: 0.011775016784667969
- -----
- EPOCH: 28
- B/E: 0 / 28 , Gen_loss: -0.34078884 MI_loss: 20.593113 Detection error: 0.012499988079071045 time: 1:00:14.398211
- B/E: 1 / 28 , Gen_loss: -0.25832677 MI_loss: 16.436924 Detection error: 0.018000006675720215 time: 1:00:19.017966
- B/E: 2 / 28 , Gen_loss: -0.3101041 MI_loss: 18.706705 Detection error: 0.015572905540466309 time: 1:00:19.797603
- B/E: 3 / 28 , Gen_loss: -0.31986856 MI_loss: 19.852167 Detection error: 0.015523433685302734 time: 1:00:20.546409
- B/E: 4 / 28 , Gen_loss: -0.30901295 MI_loss: 19.074371 Detection error: 0.015299975872039795 time: 1:00:21.295678
- B/E: 5 / 28 , Gen_loss: -0.31586042 MI_loss: 19.495747 Detection error: 0.014796853065490723 time: 1:00:22.060739
- B/E: 6 / 28 , Gen_loss: -0.31392425 MI_loss: 19.158817 Detection error: 0.014433026313781738 time: 1:00:22.811195
- B/E: 7 / 28 , Gen_loss: -0.31899405 MI_loss: 19.58054 Detection error: 0.014249980449676514 time: 1:00:23.559329
- B/E: 8 / 28 , Gen_loss: -0.31607124 MI_loss: 19.319233 Detection error: 0.01398611068725586 time: 1:00:24.316122
- B/E: 9 / 28 , Gen_loss: -0.33071452 MI_loss: 20.247623 Detection error: 0.013762474060058594 time: 1:00:25.086143
- B/E: 10 / 28 , Gen_loss: -0.33624908 MI_loss: 20.510849 Detection error: 0.013593733310699463 time: 1:00:25.933097
- B/E: 11 / 28 , Gen_loss: -0.33365428 MI_loss: 20.244507 Detection error: 0.01343226432800293 time: 1:00:26.776041
- B/E: 12 / 28 , Gen_loss: -0.3422187 MI_loss: 20.846375 Detection error: 0.01342308521270752 time: 1:00:27.630359
- B/E: 13 / 28 , Gen_loss: -0.33013996 MI_loss: 20.053078 Detection error: 0.0132790207862854 time: 1:00:28.483887
- B/E: 14 / 28 , Gen_loss: -0.3336225 MI_loss: 20.232628 Detection error: 0.013179183006286621 time: 1:00:29.343116
- B/E: 15 / 28 , Gen_loss: -0.33585125 MI_loss: 20.41494 Detection error: 0.013078153133392334 time: 1:00:30.202070
- B/E: 16 / 28 , Gen_loss: -0.33450574 MI_loss: 20.353144 Detection error: 0.01297980546951294 time: 1:00:31.056793
- B/E: 17 / 28 , Gen_loss: -0.34464133 MI_loss: 21.075727 Detection error: 0.012876749038696289 time: 1:00:31.832936
- B/E: 18 / 28 , Gen_loss: -0.3360105 MI_loss: 20.513144 Detection error: 0.01278620958328247 time: 1:00:32.585617
- B/E: 19 / 28 , Gen_loss: -0.33226445 MI_loss: 20.283903 Detection error: 0.012737512588500977 time: 1:00:33.334354
- B/E: 20 / 28 , Gen_loss: -0.33850962 MI_loss: 20.472254 Detection error: 0.012688994407653809 time: 1:00:34.085935
- B/E: 21 / 28 , Gen_loss: -0.34088567 MI_loss: 20.734613 Detection error: 0.012684643268585205 time: 1:00:34.840885
- B/E: 22 / 28 , Gen_loss: -0.33906052 MI_loss: 20.620277 Detection error: 0.012626349925994873 time: 1:00:35.591001
- B/E: 23 / 28 , Gen_loss: -0.33710495 MI_loss: 20.303095 Detection error: 0.012611985206604004 time: 1:00:36.371359
- B/E: 24 / 28 , Gen_loss: -0.3497228 MI_loss: 21.206884 Detection error: 0.012567520141601562 time: 1:00:37.175295
- B/E: 25 / 28 , Gen_loss: -0.33994788 MI_loss: 20.457495 Detection error: 0.012544453144073486 time: 1:00:38.014651
- B/E: 26 / 28 , Gen_loss: -0.32489586 MI_loss: 19.923904 Detection error: 0.012561321258544922 time: 1:00:38.831724
- B/E: 27 / 28 , Gen_loss: -0.342265 MI_loss: 20.94607 Detection error: 0.012551367282867432 time: 1:00:39.686410
- B/E: 28 / 28 , Gen_loss: -0.34572962 MI_loss: 20.924026 Detection error: 0.01250755786895752 time: 1:00:40.543606
- B/E: 29 / 28 , Gen_loss: -0.3309092 MI_loss: 20.086193 Detection error: 0.012476027011871338 time: 1:00:41.400572
- B/E: 30 / 28 , Gen_loss: -0.3442668 MI_loss: 20.85318 Detection error: 0.012439489364624023 time: 1:00:42.258335
- B/E: 31 / 28 , Gen_loss: -0.34786314 MI_loss: 20.982615 Detection error: 0.012389659881591797 time: 1:00:43.115553
- B/E: 32 / 28 , Gen_loss: -0.34347585 MI_loss: 20.921831 Detection error: 0.01238161325454712 time: 1:00:43.900303
- B/E: 33 / 28 , Gen_loss: -0.33818215 MI_loss: 20.565899 Detection error: 0.012332737445831299 time: 1:00:44.651113
- B/E: 34 / 28 , Gen_loss: -0.34034628 MI_loss: 20.673119 Detection error: 0.012317836284637451 time: 1:00:45.401293
- B/E: 35 / 28 , Gen_loss: -0.34041536 MI_loss: 20.50686 Detection error: 0.012262165546417236 time: 1:00:46.149488
- B/E: 36 / 28 , Gen_loss: -0.3487082 MI_loss: 21.029045 Detection error: 0.012239038944244385 time: 1:00:47.005436
- B/E: 37 / 28 , Gen_loss: -0.3462952 MI_loss: 21.009169 Detection error: 0.01220560073852539 time: 1:00:47.866369
- B/E: 38 / 28 , Gen_loss: -0.3371392 MI_loss: 20.401691 Detection error: 0.012217938899993896 time: 1:00:48.725300
- B/E: 39 / 28 , Gen_loss: -0.3458193 MI_loss: 20.962097 Detection error: 0.012189865112304688 time: 1:00:49.507116
- B/E: 40 / 28 , Gen_loss: -0.33016652 MI_loss: 20.022106 Detection error: 0.012164652347564697 time: 1:00:50.256057
- B/E: 41 / 28 , Gen_loss: -0.33259994 MI_loss: 20.295097 Detection error: 0.012151777744293213 time: 1:00:51.092284
- B/E: 42 / 28 , Gen_loss: -0.35257447 MI_loss: 21.453466 Detection error: 0.01213151216506958 time: 1:00:51.842698
- B/E: 43 / 28 , Gen_loss: -0.34196755 MI_loss: 20.68597 Detection error: 0.012110114097595215 time: 1:00:52.593020
- B/E: 44 / 28 , Gen_loss: -0.34731352 MI_loss: 21.224443 Detection error: 0.01212012767791748 time: 1:00:53.342854
- B/E: 45 / 28 , Gen_loss: -0.33963546 MI_loss: 20.69806 Detection error: 0.012137889862060547 time: 1:00:54.092103
- B/E: 46 / 28 , Gen_loss: -0.3354771 MI_loss: 20.409737 Detection error: 0.01211702823638916 time: 1:00:54.891117
- B/E: 47 / 28 , Gen_loss: -0.33851779 MI_loss: 20.572445 Detection error: 0.012098968029022217 time: 1:00:55.646057
- B/E: 48 / 28 , Gen_loss: -0.35617456 MI_loss: 21.515352 Detection error: 0.012099504470825195 time: 1:00:56.398487
- B/E: 49 / 28 , Gen_loss: -0.34177315 MI_loss: 20.849613 Detection error: 0.01210939884185791 time: 1:00:57.161394
- B/E: 50 / 28 , Gen_loss: -0.34410498 MI_loss: 20.898058 Detection error: 0.012105405330657959 time: 1:00:57.989172
- B/E: 51 / 28 , Gen_loss: -0.33672348 MI_loss: 20.644447 Detection error: 0.012098550796508789 time: 1:00:58.844036
- B/E: 52 / 28 , Gen_loss: -0.3443583 MI_loss: 20.756613 Detection error: 0.01207667589187622 time: 1:00:59.700097
- B/E: 53 / 28 , Gen_loss: -0.3436957 MI_loss: 20.844624 Detection error: 0.012086212635040283 time: 1:01:00.555550
- B/E: 54 / 28 , Gen_loss: -0.34185612 MI_loss: 20.661812 Detection error: 0.012072145938873291 time: 1:01:01.356206
- B/E: 55 / 28 , Gen_loss: -0.33996618 MI_loss: 20.697853 Detection error: 0.012048542499542236 time: 1:01:02.126357
- B/E: 56 / 28 , Gen_loss: -0.35153756 MI_loss: 21.35436 Detection error: 0.01203233003616333 time: 1:01:02.963127
- B/E: 57 / 28 , Gen_loss: -0.34417018 MI_loss: 20.767101 Detection error: 0.01201564073562622 time: 1:01:03.927872
- B/E: 58 / 28 , Gen_loss: -0.33987743 MI_loss: 20.680065 Detection error: 0.012002646923065186 time: 1:01:04.820012
- B/E: 59 / 28 , Gen_loss: -0.3479519 MI_loss: 21.281834 Detection error: 0.01201409101486206 time: 1:01:05.677885
- B/E: 60 / 28 , Gen_loss: -0.34235212 MI_loss: 20.812311 Detection error: 0.012012779712677002 time: 1:01:06.534957
- B/E: 61 / 28 , Gen_loss: -0.3339063 MI_loss: 20.205622 Detection error: 0.011993467807769775 time: 1:01:07.393153
- B/E: 62 / 28 , Gen_loss: -0.34853047 MI_loss: 21.137394 Detection error: 0.011992037296295166 time: 1:01:08.250924
- B/E: 63 / 28 , Gen_loss: -0.33955362 MI_loss: 20.722412 Detection error: 0.011985361576080322 time: 1:01:09.108532
- B/E: 64 / 28 , Gen_loss: -0.34622228 MI_loss: 21.04754 Detection error: 0.011978387832641602 time: 1:01:09.978753
- B/E: 65 / 28 , Gen_loss: -0.34156677 MI_loss: 20.742872 Detection error: 0.011977732181549072 time: 1:01:10.850830
- B/E: 66 / 28 , Gen_loss: -0.3424248 MI_loss: 20.681362 Detection error: 0.011950075626373291 time: 1:01:11.707287
- B/E: 67 / 28 , Gen_loss: -0.35123485 MI_loss: 21.319593 Detection error: 0.011935651302337646 time: 1:01:12.561744
- B/E: 68 / 28 , Gen_loss: -0.33654705 MI_loss: 20.45507 Detection error: 0.011930227279663086 time: 1:01:13.417621
- B/E: 69 / 28 , Gen_loss: -0.3343452 MI_loss: 20.410639 Detection error: 0.011932134628295898 time: 1:01:14.274956
- B/E: 70 / 28 , Gen_loss: -0.34802908 MI_loss: 21.138132 Detection error: 0.011922955513000488 time: 1:01:15.129542
- B/E: 71 / 28 , Gen_loss: -0.33304638 MI_loss: 20.213524 Detection error: 0.01192319393157959 time: 1:01:15.985040
- B/E: 72 / 28 , Gen_loss: -0.3344346 MI_loss: 20.414097 Detection error: 0.011923372745513916 time: 1:01:16.840311
- B/E: 73 / 28 , Gen_loss: -0.3422673 MI_loss: 20.894613 Detection error: 0.01192021369934082 time: 1:01:17.784680
- B/E: 74 / 28 , Gen_loss: -0.3440994 MI_loss: 21.102741 Detection error: 0.011919558048248291 time: 1:01:18.644926
- B/E: 75 / 28 , Gen_loss: -0.33163738 MI_loss: 20.038057 Detection error: 0.01191037893295288 time: 1:01:19.505539
- B/E: 76 / 28 , Gen_loss: -0.34397244 MI_loss: 21.073555 Detection error: 0.011915981769561768 time: 1:01:20.353866
- B/E: 77 / 28 , Gen_loss: -0.34792006 MI_loss: 21.10473 Detection error: 0.011913836002349854 time: 1:01:21.215621
- B/E: 78 / 28 , Gen_loss: -0.34266362 MI_loss: 20.713457 Detection error: 0.01191413402557373 time: 1:01:22.088359
- B/E: 79 / 28 , Gen_loss: -0.34402025 MI_loss: 20.894701 Detection error: 0.011916041374206543 time: 1:01:22.944221
- B/E: 80 / 28 , Gen_loss: -0.3456089 MI_loss: 21.08157 Detection error: 0.011920928955078125 time: 1:01:23.799270
- B/E: 81 / 28 , Gen_loss: -0.34209156 MI_loss: 20.74731 Detection error: 0.011914610862731934 time: 1:01:24.662231
- B/E: 82 / 28 , Gen_loss: -0.34084606 MI_loss: 20.597633 Detection error: 0.011905491352081299 time: 1:01:25.522627
- B/E: 83 / 28 , Gen_loss: -0.34249088 MI_loss: 20.888859 Detection error: 0.011901438236236572 time: 1:01:26.379621
- B/E: 84 / 28 , Gen_loss: -0.33557737 MI_loss: 20.52256 Detection error: 0.011906981468200684 time: 1:01:27.235395
- B/E: 85 / 28 , Gen_loss: -0.33795244 MI_loss: 20.339277 Detection error: 0.01188516616821289 time: 1:01:28.112965
- B/E: 86 / 28 , Gen_loss: -0.3400084 MI_loss: 20.600092 Detection error: 0.011887550354003906 time: 1:01:28.982122
- B/E: 87 / 28 , Gen_loss: -0.3455653 MI_loss: 21.004995 Detection error: 0.01187145709991455 time: 1:01:29.840789
- B/E: 88 / 28 , Gen_loss: -0.33495665 MI_loss: 20.229698 Detection error: 0.011856377124786377 time: 1:01:30.698137
- B/E: 89 / 28 , Gen_loss: -0.34513476 MI_loss: 20.977776 Detection error: 0.011866986751556396 time: 1:01:31.643728
- B/E: 90 / 28 , Gen_loss: -0.33206278 MI_loss: 20.044584 Detection error: 0.011860549449920654 time: 1:01:32.504454
- B/E: 91 / 28 , Gen_loss: -0.33848247 MI_loss: 20.546194 Detection error: 0.011864781379699707 time: 1:01:33.361721
- B/E: 92 / 28 , Gen_loss: -0.33829087 MI_loss: 20.546389 Detection error: 0.011855483055114746 time: 1:01:34.216708
- B/E: 93 / 28 , Gen_loss: -0.34393182 MI_loss: 20.847614 Detection error: 0.011856377124786377 time: 1:01:35.071481
- B/E: 94 / 28 , Gen_loss: -0.33043507 MI_loss: 20.086124 Detection error: 0.011866092681884766 time: 1:01:35.950968
- B/E: 95 / 28 , Gen_loss: -0.33390415 MI_loss: 20.369987 Detection error: 0.011868178844451904 time: 1:01:36.832791
- B/E: 96 / 28 , Gen_loss: -0.34038422 MI_loss: 20.719355 Detection error: 0.011860847473144531 time: 1:01:37.673984
- B/E: 97 / 28 , Gen_loss: -0.3409368 MI_loss: 20.530378 Detection error: 0.011853933334350586 time: 1:01:38.439680
- B/E: 98 / 28 , Gen_loss: -0.33515805 MI_loss: 20.393227 Detection error: 0.011839628219604492 time: 1:01:39.193086
- B/E: 99 / 28 , Gen_loss: -0.34980708 MI_loss: 21.108566 Detection error: 0.011836588382720947 time: 1:01:39.942450
- B/E: 100 / 28 , Gen_loss: -0.34252048 MI_loss: 20.824917 Detection error: 0.011835098266601562 time: 1:01:40.775946
- B/E: 101 / 28 , Gen_loss: -0.33660018 MI_loss: 20.637184 Detection error: 0.011845588684082031 time: 1:01:41.629677
- B/E: 102 / 28 , Gen_loss: -0.3398388 MI_loss: 20.614 Detection error: 0.011844635009765625 time: 1:01:42.484576
- B/E: 103 / 28 , Gen_loss: -0.33948746 MI_loss: 20.717976 Detection error: 0.011837422847747803 time: 1:01:43.344331
- B/E: 104 / 28 , Gen_loss: -0.34809932 MI_loss: 21.104416 Detection error: 0.011847615242004395 time: 1:01:44.201099
- B/E: 105 / 28 , Gen_loss: -0.33985826 MI_loss: 20.730263 Detection error: 0.011844336986541748 time: 1:01:45.157984
- B/E: 106 / 28 , Gen_loss: -0.34830067 MI_loss: 21.302008 Detection error: 0.011850178241729736 time: 1:01:46.015924
- B/E: 107 / 28 , Gen_loss: -0.33188748 MI_loss: 20.277693 Detection error: 0.01184922456741333 time: 1:01:46.877158
- B/E: 108 / 28 , Gen_loss: -0.33517694 MI_loss: 20.37593 Detection error: 0.011856377124786377 time: 1:01:47.734810
- B/E: 109 / 28 , Gen_loss: -0.33843488 MI_loss: 20.363487 Detection error: 0.0118485689163208 time: 1:01:48.591584
- B/E: 110 / 28 , Gen_loss: -0.33498454 MI_loss: 20.307592 Detection error: 0.011831939220428467 time: 1:01:49.448782
- B/E: 111 / 28 , Gen_loss: -0.34846938 MI_loss: 21.150183 Detection error: 0.011830329895019531 time: 1:01:50.307649
- B/E: 112 / 28 , Gen_loss: -0.35002148 MI_loss: 21.331448 Detection error: 0.011829078197479248 time: 1:01:51.168936
- B/E: 113 / 28 , Gen_loss: -0.34641656 MI_loss: 21.125465 Detection error: 0.011836647987365723 time: 1:01:52.027636
- B/E: 114 / 28 , Gen_loss: -0.33685532 MI_loss: 20.563227 Detection error: 0.011837780475616455 time: 1:01:52.888099
- B/E: 115 / 28 , Gen_loss: -0.33943766 MI_loss: 20.509935 Detection error: 0.011834561824798584 time: 1:01:53.747263
- B/E: 116 / 28 , Gen_loss: -0.33861712 MI_loss: 20.64521 Detection error: 0.0118330717086792 time: 1:01:54.611862
- B/E: 117 / 28 , Gen_loss: -0.34281835 MI_loss: 20.898691 Detection error: 0.01183474063873291 time: 1:01:55.469166
- B/E: 118 / 28 , Gen_loss: -0.33450606 MI_loss: 20.185478 Detection error: 0.011823296546936035 time: 1:01:56.325495
- B/E: 119 / 28 , Gen_loss: -0.3325931 MI_loss: 20.136402 Detection error: 0.01181638240814209 time: 1:01:57.192114
- B/E: 120 / 28 , Gen_loss: -0.335025 MI_loss: 20.479496 Detection error: 0.011811494827270508 time: 1:01:58.052907
- B/E: 121 / 28 , Gen_loss: -0.33933687 MI_loss: 20.583687 Detection error: 0.01181042194366455 time: 1:01:58.997896
- B/E: 122 / 28 , Gen_loss: -0.34333748 MI_loss: 20.92143 Detection error: 0.011809706687927246 time: 1:01:59.856219
- B/E: 123 / 28 , Gen_loss: -0.33963427 MI_loss: 20.54494 Detection error: 0.011800169944763184 time: 1:02:00.712950
- B/E: 124 / 28 , Gen_loss: -0.33984488 MI_loss: 20.614866 Detection error: 0.011807024478912354 time: 1:02:01.601995
- B/E: 125 / 28 , Gen_loss: -0.3540332 MI_loss: 21.560389 Detection error: 0.011811494827270508 time: 1:02:02.463050
- B/E: 126 / 28 , Gen_loss: -0.33498585 MI_loss: 20.373114 Detection error: 0.011819899082183838 time: 1:02:03.320435
- B/E: 127 / 28 , Gen_loss: -0.34294724 MI_loss: 20.713129 Detection error: 0.011812031269073486 time: 1:02:04.177420
- B/E: 128 / 28 , Gen_loss: -0.33974665 MI_loss: 20.678385 Detection error: 0.011819303035736084 time: 1:02:05.034005
- B/E: 129 / 28 , Gen_loss: -0.34890804 MI_loss: 21.28083 Detection error: 0.011821389198303223 time: 1:02:05.888119
- B/E: 130 / 28 , Gen_loss: -0.3458354 MI_loss: 20.966549 Detection error: 0.011825382709503174 time: 1:02:06.746491
- B/E: 131 / 28 , Gen_loss: -0.3411056 MI_loss: 20.592922 Detection error: 0.011828124523162842 time: 1:02:07.604598
- B/E: 132 / 28 , Gen_loss: -0.342526 MI_loss: 20.731684 Detection error: 0.011826157569885254 time: 1:02:08.482325
- B/E: 133 / 28 , Gen_loss: -0.3452817 MI_loss: 21.077684 Detection error: 0.011832773685455322 time: 1:02:09.345309
- B/E: 134 / 28 , Gen_loss: -0.3327877 MI_loss: 20.216482 Detection error: 0.011839568614959717 time: 1:02:10.200967
- B/E: 135 / 28 , Gen_loss: -0.35357946 MI_loss: 21.373896 Detection error: 0.011837303638458252 time: 1:02:11.056664
- B/E: 136 / 28 , Gen_loss: -0.35247555 MI_loss: 21.480011 Detection error: 0.011831223964691162 time: 1:02:11.916902
- B/E: 137 / 28 , Gen_loss: -0.33807477 MI_loss: 20.472927 Detection error: 0.01184171438217163 time: 1:02:12.873635
- B/E: 138 / 28 , Gen_loss: -0.3552107 MI_loss: 21.622286 Detection error: 0.011842191219329834 time: 1:02:13.729996
- B/E: 139 / 28 , Gen_loss: -0.3402631 MI_loss: 20.794676 Detection error: 0.011849582195281982 time: 1:02:14.586222
- B/E: 140 / 28 , Gen_loss: -0.3386951 MI_loss: 20.584818 Detection error: 0.011846840381622314 time: 1:02:15.442894
- B/E: 141 / 28 , Gen_loss: -0.34117657 MI_loss: 20.771784 Detection error: 0.011845707893371582 time: 1:02:16.299628
- B/E: 142 / 28 , Gen_loss: -0.34393352 MI_loss: 20.909859 Detection error: 0.011843979358673096 time: 1:02:17.154690
- B/E: 143 / 28 , Gen_loss: -0.3513982 MI_loss: 21.447607 Detection error: 0.01184159517288208 time: 1:02:18.012677
- B/E: 144 / 28 , Gen_loss: -0.34269097 MI_loss: 20.879396 Detection error: 0.011850416660308838 time: 1:02:18.868958
- B/E: 145 / 28 , Gen_loss: -0.33600712 MI_loss: 20.27577 Detection error: 0.011848866939544678 time: 1:02:19.724683
- B/E: 146 / 28 , Gen_loss: -0.34120533 MI_loss: 20.708906 Detection error: 0.011851191520690918 time: 1:02:20.582707
- B/E: 147 / 28 , Gen_loss: -0.332835 MI_loss: 20.354477 Detection error: 0.011853039264678955 time: 1:02:21.439288
- B/E: 148 / 28 , Gen_loss: -0.34250084 MI_loss: 20.718412 Detection error: 0.011853158473968506 time: 1:02:22.295647
- B/E: 149 / 28 , Gen_loss: -0.34836262 MI_loss: 21.232903 Detection error: 0.011856019496917725 time: 1:02:23.150121
-
- Test Loss: 13.328478 Test Error: 0.011775016784667969
- -----
- EPOCH: 29
- B/E: 0 / 29 , Gen_loss: -0.33872733 MI_loss: 20.620205 Detection error: 0.012281239032745361 time: 1:02:25.154917
- B/E: 1 / 29 , Gen_loss: -0.24730466 MI_loss: 16.05089 Detection error: 0.01732814311981201 time: 1:02:29.916347
- B/E: 2 / 29 , Gen_loss: -0.31902856 MI_loss: 19.136063 Detection error: 0.01517707109451294 time: 1:02:30.881597
- B/E: 3 / 29 , Gen_loss: -0.30587807 MI_loss: 18.751762 Detection error: 0.015218734741210938 time: 1:02:31.762442
- B/E: 4 / 29 , Gen_loss: -0.30569822 MI_loss: 18.854109 Detection error: 0.014956235885620117 time: 1:02:32.616768
- B/E: 5 / 29 , Gen_loss: -0.32558498 MI_loss: 20.002548 Detection error: 0.014489591121673584 time: 1:02:33.474041
- B/E: 6 / 29 , Gen_loss: -0.31506515 MI_loss: 19.443102 Detection error: 0.014232158660888672 time: 1:02:34.356454
- B/E: 7 / 29 , Gen_loss: -0.3229128 MI_loss: 19.813702 Detection error: 0.014093756675720215 time: 1:02:35.219224
- B/E: 8 / 29 , Gen_loss: -0.3254315 MI_loss: 19.968462 Detection error: 0.013795137405395508 time: 1:02:36.075159
- B/E: 9 / 29 , Gen_loss: -0.32788917 MI_loss: 19.943396 Detection error: 0.013509392738342285 time: 1:02:36.860061
- B/E: 10 / 29 , Gen_loss: -0.32798043 MI_loss: 19.963129 Detection error: 0.013332366943359375 time: 1:02:37.610047
- B/E: 11 / 29 , Gen_loss: -0.33008128 MI_loss: 20.080284 Detection error: 0.013255178928375244 time: 1:02:38.478917
- B/E: 12 / 29 , Gen_loss: -0.34214306 MI_loss: 20.77599 Detection error: 0.013209164142608643 time: 1:02:39.332093
- B/E: 13 / 29 , Gen_loss: -0.34505382 MI_loss: 20.889513 Detection error: 0.01304018497467041 time: 1:02:40.186861
- B/E: 14 / 29 , Gen_loss: -0.33417344 MI_loss: 20.390612 Detection error: 0.013000011444091797 time: 1:02:41.042774
- B/E: 15 / 29 , Gen_loss: -0.33106947 MI_loss: 20.175291 Detection error: 0.012902319431304932 time: 1:02:41.920486
- B/E: 16 / 29 , Gen_loss: -0.3376351 MI_loss: 20.485376 Detection error: 0.012761056423187256 time: 1:02:42.775035
- B/E: 17 / 29 , Gen_loss: -0.33308905 MI_loss: 20.372896 Detection error: 0.012718737125396729 time: 1:02:43.630322
- B/E: 18 / 29 , Gen_loss: -0.33997303 MI_loss: 20.601053 Detection error: 0.012582242488861084 time: 1:02:44.585131
- B/E: 19 / 29 , Gen_loss: -0.32645708 MI_loss: 19.80626 Detection error: 0.012553095817565918 time: 1:02:45.440984
- B/E: 20 / 29 , Gen_loss: -0.33629328 MI_loss: 20.34737 Detection error: 0.01252681016921997 time: 1:02:46.304248
- B/E: 21 / 29 , Gen_loss: -0.34157288 MI_loss: 20.75859 Detection error: 0.012518465518951416 time: 1:02:47.084546
- B/E: 22 / 29 , Gen_loss: -0.34088933 MI_loss: 20.705948 Detection error: 0.01248234510421753 time: 1:02:47.892181
- B/E: 23 / 29 , Gen_loss: -0.34237045 MI_loss: 20.784826 Detection error: 0.012440085411071777 time: 1:02:48.746794
- B/E: 24 / 29 , Gen_loss: -0.3318587 MI_loss: 20.20535 Detection error: 0.012417495250701904 time: 1:02:49.522160
- B/E: 25 / 29 , Gen_loss: -0.33772826 MI_loss: 20.62064 Detection error: 0.012384593486785889 time: 1:02:50.270176
- B/E: 26 / 29 , Gen_loss: -0.33874273 MI_loss: 20.75947 Detection error: 0.012409746646881104 time: 1:02:51.020280
- B/E: 27 / 29 , Gen_loss: -0.33833814 MI_loss: 20.650595 Detection error: 0.012381672859191895 time: 1:02:51.886788
- B/E: 28 / 29 , Gen_loss: -0.3474745 MI_loss: 21.130165 Detection error: 0.012386858463287354 time: 1:02:52.743031
- B/E: 29 / 29 , Gen_loss: -0.34779662 MI_loss: 20.985546 Detection error: 0.01235419511795044 time: 1:02:53.602124
- B/E: 30 / 29 , Gen_loss: -0.3404145 MI_loss: 20.785137 Detection error: 0.012306451797485352 time: 1:02:54.459391
- B/E: 31 / 29 , Gen_loss: -0.35143587 MI_loss: 21.31794 Detection error: 0.012265622615814209 time: 1:02:55.396444
- B/E: 32 / 29 , Gen_loss: -0.3392886 MI_loss: 20.642063 Detection error: 0.012254714965820312 time: 1:02:56.251649
- B/E: 33 / 29 , Gen_loss: -0.33200207 MI_loss: 20.212772 Detection error: 0.012215077877044678 time: 1:02:57.103829
- B/E: 34 / 29 , Gen_loss: -0.33843184 MI_loss: 20.711899 Detection error: 0.01221609115600586 time: 1:02:57.852539
- B/E: 35 / 29 , Gen_loss: -0.35443515 MI_loss: 21.505428 Detection error: 0.012170135974884033 time: 1:02:58.600134
- B/E: 36 / 29 , Gen_loss: -0.34452283 MI_loss: 20.91711 Detection error: 0.012147784233093262 time: 1:02:59.352099
- B/E: 37 / 29 , Gen_loss: -0.34904963 MI_loss: 21.104967 Detection error: 0.012115955352783203 time: 1:03:00.192330
- B/E: 38 / 29 , Gen_loss: -0.3410328 MI_loss: 20.764122 Detection error: 0.012137830257415771 time: 1:03:01.054075
- B/E: 39 / 29 , Gen_loss: -0.3354663 MI_loss: 20.430006 Detection error: 0.012102365493774414 time: 1:03:01.915406
- B/E: 40 / 29 , Gen_loss: -0.33755174 MI_loss: 20.530657 Detection error: 0.012077748775482178 time: 1:03:02.776941
- B/E: 41 / 29 , Gen_loss: -0.35223743 MI_loss: 21.421753 Detection error: 0.012065470218658447 time: 1:03:03.632400
- B/E: 42 / 29 , Gen_loss: -0.34461 MI_loss: 20.833126 Detection error: 0.012039244174957275 time: 1:03:04.510466
- B/E: 43 / 29 , Gen_loss: -0.33784798 MI_loss: 20.345032 Detection error: 0.012031257152557373 time: 1:03:05.370624
- B/E: 44 / 29 , Gen_loss: -0.33882362 MI_loss: 20.630688 Detection error: 0.012032628059387207 time: 1:03:06.227960
- B/E: 45 / 29 , Gen_loss: -0.34255815 MI_loss: 20.84566 Detection error: 0.01203465461730957 time: 1:03:07.082955
- B/E: 46 / 29 , Gen_loss: -0.3351808 MI_loss: 20.482054 Detection error: 0.012035250663757324 time: 1:03:07.968237
- B/E: 47 / 29 , Gen_loss: -0.33749822 MI_loss: 20.523228 Detection error: 0.012009143829345703 time: 1:03:08.827842
- B/E: 48 / 29 , Gen_loss: -0.3332566 MI_loss: 20.27103 Detection error: 0.012012124061584473 time: 1:03:09.769466
- B/E: 49 / 29 , Gen_loss: -0.33450025 MI_loss: 20.230942 Detection error: 0.012010633945465088 time: 1:03:10.625423
- B/E: 50 / 29 , Gen_loss: -0.34300724 MI_loss: 20.831446 Detection error: 0.01201409101486206 time: 1:03:11.482683
- B/E: 51 / 29 , Gen_loss: -0.3455827 MI_loss: 21.078693 Detection error: 0.012009620666503906 time: 1:03:12.339701
- B/E: 52 / 29 , Gen_loss: -0.34834966 MI_loss: 21.253716 Detection error: 0.011991143226623535 time: 1:03:13.197146
- B/E: 53 / 29 , Gen_loss: -0.3415941 MI_loss: 20.680922 Detection error: 0.011995971202850342 time: 1:03:14.055486
- B/E: 54 / 29 , Gen_loss: -0.3448631 MI_loss: 20.857182 Detection error: 0.011978387832641602 time: 1:03:14.934998
- B/E: 55 / 29 , Gen_loss: -0.34195372 MI_loss: 20.854023 Detection error: 0.011966526508331299 time: 1:03:15.792735
- B/E: 56 / 29 , Gen_loss: -0.33329898 MI_loss: 20.242844 Detection error: 0.011950671672821045 time: 1:03:16.650451
- B/E: 57 / 29 , Gen_loss: -0.34131792 MI_loss: 20.620846 Detection error: 0.011931061744689941 time: 1:03:17.508927
- B/E: 58 / 29 , Gen_loss: -0.33432424 MI_loss: 20.248505 Detection error: 0.011934340000152588 time: 1:03:18.363359
- B/E: 59 / 29 , Gen_loss: -0.3379189 MI_loss: 20.434292 Detection error: 0.011941671371459961 time: 1:03:19.220632
- B/E: 60 / 29 , Gen_loss: -0.34242666 MI_loss: 20.724724 Detection error: 0.011929810047149658 time: 1:03:20.075988
- B/E: 61 / 29 , Gen_loss: -0.33519205 MI_loss: 20.460777 Detection error: 0.011912822723388672 time: 1:03:20.930706
- B/E: 62 / 29 , Gen_loss: -0.34820366 MI_loss: 21.095997 Detection error: 0.011912703514099121 time: 1:03:21.786948
- B/E: 63 / 29 , Gen_loss: -0.34254974 MI_loss: 20.825346 Detection error: 0.011906266212463379 time: 1:03:22.741609
- B/E: 64 / 29 , Gen_loss: -0.34268263 MI_loss: 20.81235 Detection error: 0.011901438236236572 time: 1:03:23.596960
- B/E: 65 / 29 , Gen_loss: -0.34157625 MI_loss: 20.702953 Detection error: 0.011890172958374023 time: 1:03:24.451720
- B/E: 66 / 29 , Gen_loss: -0.3484222 MI_loss: 21.287844 Detection error: 0.011888980865478516 time: 1:03:25.306378
- B/E: 67 / 29 , Gen_loss: -0.35392016 MI_loss: 21.512531 Detection error: 0.011869490146636963 time: 1:03:26.163467
- B/E: 68 / 29 , Gen_loss: -0.3470593 MI_loss: 21.13782 Detection error: 0.011868178844451904 time: 1:03:27.025683
- B/E: 69 / 29 , Gen_loss: -0.33635378 MI_loss: 20.329063 Detection error: 0.011870980262756348 time: 1:03:27.882803
- B/E: 70 / 29 , Gen_loss: -0.3389246 MI_loss: 20.585693 Detection error: 0.01186138391494751 time: 1:03:28.742887
- B/E: 71 / 29 , Gen_loss: -0.33901796 MI_loss: 20.557999 Detection error: 0.011860668659210205 time: 1:03:29.603137
- B/E: 72 / 29 , Gen_loss: -0.34459475 MI_loss: 20.809822 Detection error: 0.011864721775054932 time: 1:03:30.465998
- B/E: 73 / 29 , Gen_loss: -0.33626577 MI_loss: 20.52295 Detection error: 0.011858940124511719 time: 1:03:31.323402
- B/E: 74 / 29 , Gen_loss: -0.33912364 MI_loss: 20.571268 Detection error: 0.01186460256576538 time: 1:03:32.178598
- B/E: 75 / 29 , Gen_loss: -0.34052026 MI_loss: 20.525204 Detection error: 0.011849939823150635 time: 1:03:33.033621
- B/E: 76 / 29 , Gen_loss: -0.33332625 MI_loss: 20.246017 Detection error: 0.011857926845550537 time: 1:03:33.894052
- B/E: 77 / 29 , Gen_loss: -0.3472737 MI_loss: 21.01236 Detection error: 0.011852145195007324 time: 1:03:34.749828
- B/E: 78 / 29 , Gen_loss: -0.34138584 MI_loss: 20.688587 Detection error: 0.011854410171508789 time: 1:03:35.607660
- B/E: 79 / 29 , Gen_loss: -0.34718093 MI_loss: 21.104694 Detection error: 0.011862874031066895 time: 1:03:36.551582
- B/E: 80 / 29 , Gen_loss: -0.34553868 MI_loss: 21.055283 Detection error: 0.011872291564941406 time: 1:03:37.413320
- B/E: 81 / 29 , Gen_loss: -0.3330506 MI_loss: 20.180933 Detection error: 0.01185518503189087 time: 1:03:38.274043
- B/E: 82 / 29 , Gen_loss: -0.33909667 MI_loss: 20.632526 Detection error: 0.011849761009216309 time: 1:03:39.049071
- B/E: 83 / 29 , Gen_loss: -0.33663863 MI_loss: 20.436441 Detection error: 0.01184934377670288 time: 1:03:39.798097
- B/E: 84 / 29 , Gen_loss: -0.3447608 MI_loss: 20.95741 Detection error: 0.011850714683532715 time: 1:03:40.547624
- B/E: 85 / 29 , Gen_loss: -0.34466735 MI_loss: 20.939062 Detection error: 0.011829912662506104 time: 1:03:41.336094
- B/E: 86 / 29 , Gen_loss: -0.33768126 MI_loss: 20.438715 Detection error: 0.01182866096496582 time: 1:03:42.085634
- B/E: 87 / 29 , Gen_loss: -0.3525555 MI_loss: 21.29178 Detection error: 0.01180964708328247 time: 1:03:42.834173
- B/E: 88 / 29 , Gen_loss: -0.3405426 MI_loss: 20.688065 Detection error: 0.01179426908493042 time: 1:03:43.582667
- B/E: 89 / 29 , Gen_loss: -0.34882063 MI_loss: 21.392511 Detection error: 0.011811435222625732 time: 1:03:44.347938
- B/E: 90 / 29 , Gen_loss: -0.33824223 MI_loss: 20.565468 Detection error: 0.011804580688476562 time: 1:03:45.096193
- B/E: 91 / 29 , Gen_loss: -0.33851305 MI_loss: 20.709438 Detection error: 0.011804699897766113 time: 1:03:45.841888
- B/E: 92 / 29 , Gen_loss: -0.33242348 MI_loss: 20.304071 Detection error: 0.011791646480560303 time: 1:03:46.712832
- B/E: 93 / 29 , Gen_loss: -0.34356767 MI_loss: 20.918335 Detection error: 0.011791527271270752 time: 1:03:47.612831
- B/E: 94 / 29 , Gen_loss: -0.33433497 MI_loss: 20.521349 Detection error: 0.011804580688476562 time: 1:03:48.490019
- B/E: 95 / 29 , Gen_loss: -0.3422698 MI_loss: 20.890827 Detection error: 0.011809587478637695 time: 1:03:49.446602
- B/E: 96 / 29 , Gen_loss: -0.3497596 MI_loss: 21.203693 Detection error: 0.011807024478912354 time: 1:03:50.302311
- B/E: 97 / 29 , Gen_loss: -0.33760962 MI_loss: 20.359453 Detection error: 0.011797845363616943 time: 1:03:51.158391
- B/E: 98 / 29 , Gen_loss: -0.3389316 MI_loss: 20.556263 Detection error: 0.01177966594696045 time: 1:03:52.013518
- B/E: 99 / 29 , Gen_loss: -0.34270507 MI_loss: 20.735691 Detection error: 0.011778116226196289 time: 1:03:52.870545
- B/E: 100 / 29 , Gen_loss: -0.33845913 MI_loss: 20.655884 Detection error: 0.01178807020187378 time: 1:03:53.727335
- B/E: 101 / 29 , Gen_loss: -0.339007 MI_loss: 20.572655 Detection error: 0.011788904666900635 time: 1:03:54.581503
- B/E: 102 / 29 , Gen_loss: -0.34232128 MI_loss: 20.901953 Detection error: 0.011785805225372314 time: 1:03:55.439164
- B/E: 103 / 29 , Gen_loss: -0.33951992 MI_loss: 20.66858 Detection error: 0.011783063411712646 time: 1:03:56.299430
- B/E: 104 / 29 , Gen_loss: -0.33950046 MI_loss: 20.698402 Detection error: 0.011797606945037842 time: 1:03:57.099335
- B/E: 105 / 29 , Gen_loss: -0.34242973 MI_loss: 20.718454 Detection error: 0.011792182922363281 time: 1:03:57.911906
- B/E: 106 / 29 , Gen_loss: -0.33803678 MI_loss: 20.602512 Detection error: 0.011799335479736328 time: 1:03:58.765088
- B/E: 107 / 29 , Gen_loss: -0.34213898 MI_loss: 20.784424 Detection error: 0.01180177927017212 time: 1:03:59.621291
- B/E: 108 / 29 , Gen_loss: -0.34265333 MI_loss: 20.809767 Detection error: 0.011808514595031738 time: 1:04:00.480405
- B/E: 109 / 29 , Gen_loss: -0.33726948 MI_loss: 20.558191 Detection error: 0.011806249618530273 time: 1:04:01.334660
- B/E: 110 / 29 , Gen_loss: -0.35364994 MI_loss: 21.312578 Detection error: 0.011793911457061768 time: 1:04:02.189601
- B/E: 111 / 29 , Gen_loss: -0.35084084 MI_loss: 21.295696 Detection error: 0.01179271936416626 time: 1:04:03.125544
- B/E: 112 / 29 , Gen_loss: -0.3561466 MI_loss: 21.700235 Detection error: 0.011790096759796143 time: 1:04:03.986616
- B/E: 113 / 29 , Gen_loss: -0.3432411 MI_loss: 20.86582 Detection error: 0.01179194450378418 time: 1:04:04.844460
- B/E: 114 / 29 , Gen_loss: -0.3508035 MI_loss: 21.222822 Detection error: 0.011799156665802002 time: 1:04:05.669977
- B/E: 115 / 29 , Gen_loss: -0.3477707 MI_loss: 21.072697 Detection error: 0.011787712574005127 time: 1:04:06.416687
- B/E: 116 / 29 , Gen_loss: -0.34206805 MI_loss: 20.893301 Detection error: 0.011785805225372314 time: 1:04:07.168350
- B/E: 117 / 29 , Gen_loss: -0.32675585 MI_loss: 19.969307 Detection error: 0.011789202690124512 time: 1:04:07.928915
- B/E: 118 / 29 , Gen_loss: -0.33451286 MI_loss: 20.424158 Detection error: 0.011781752109527588 time: 1:04:08.680841
- B/E: 119 / 29 , Gen_loss: -0.3339002 MI_loss: 20.229397 Detection error: 0.011776566505432129 time: 1:04:09.428497
- B/E: 120 / 29 , Gen_loss: -0.3431843 MI_loss: 21.003649 Detection error: 0.011769890785217285 time: 1:04:10.174709
- B/E: 121 / 29 , Gen_loss: -0.33055648 MI_loss: 20.194647 Detection error: 0.01177126169204712 time: 1:04:10.925529
- B/E: 122 / 29 , Gen_loss: -0.35155728 MI_loss: 21.3933 Detection error: 0.011766254901885986 time: 1:04:11.764094
- B/E: 123 / 29 , Gen_loss: -0.3345256 MI_loss: 20.45304 Detection error: 0.011760354042053223 time: 1:04:12.620200
- B/E: 124 / 29 , Gen_loss: -0.33983496 MI_loss: 20.643282 Detection error: 0.011761724948883057 time: 1:04:13.474609
- B/E: 125 / 29 , Gen_loss: -0.34847137 MI_loss: 21.05475 Detection error: 0.011765360832214355 time: 1:04:14.342499
- B/E: 126 / 29 , Gen_loss: -0.34618413 MI_loss: 21.091078 Detection error: 0.011773645877838135 time: 1:04:15.224555
- B/E: 127 / 29 , Gen_loss: -0.35115182 MI_loss: 21.247204 Detection error: 0.011769294738769531 time: 1:04:16.169000
- B/E: 128 / 29 , Gen_loss: -0.33836362 MI_loss: 20.606503 Detection error: 0.0117759108543396 time: 1:04:17.026415
- B/E: 129 / 29 , Gen_loss: -0.33559394 MI_loss: 20.572517 Detection error: 0.011781036853790283 time: 1:04:17.882216
- B/E: 130 / 29 , Gen_loss: -0.3421659 MI_loss: 20.862293 Detection error: 0.01178652048110962 time: 1:04:18.739462
- B/E: 131 / 29 , Gen_loss: -0.33999032 MI_loss: 20.692492 Detection error: 0.011786699295043945 time: 1:04:19.594952
- B/E: 132 / 29 , Gen_loss: -0.350471 MI_loss: 21.358255 Detection error: 0.011785268783569336 time: 1:04:20.420647
- B/E: 133 / 29 , Gen_loss: -0.34696072 MI_loss: 21.010841 Detection error: 0.01178520917892456 time: 1:04:21.167961
- B/E: 134 / 29 , Gen_loss: -0.33869994 MI_loss: 20.672157 Detection error: 0.011793732643127441 time: 1:04:22.038294
- B/E: 135 / 29 , Gen_loss: -0.34753874 MI_loss: 21.097656 Detection error: 0.011791825294494629 time: 1:04:22.807106
- B/E: 136 / 29 , Gen_loss: -0.3397659 MI_loss: 20.571114 Detection error: 0.011794030666351318 time: 1:04:23.561361
- B/E: 137 / 29 , Gen_loss: -0.34423283 MI_loss: 20.802513 Detection error: 0.01179957389831543 time: 1:04:24.349897
- B/E: 138 / 29 , Gen_loss: -0.33870566 MI_loss: 20.514324 Detection error: 0.01180034875869751 time: 1:04:25.137334
- B/E: 139 / 29 , Gen_loss: -0.34782967 MI_loss: 21.162569 Detection error: 0.011811614036560059 time: 1:04:25.887148
- B/E: 140 / 29 , Gen_loss: -0.34083623 MI_loss: 20.741554 Detection error: 0.011811375617980957 time: 1:04:26.637177
- B/E: 141 / 29 , Gen_loss: -0.34678623 MI_loss: 21.009863 Detection error: 0.011808335781097412 time: 1:04:27.387614
- B/E: 142 / 29 , Gen_loss: -0.34804007 MI_loss: 21.110788 Detection error: 0.011803746223449707 time: 1:04:28.213293
- B/E: 143 / 29 , Gen_loss: -0.34842232 MI_loss: 21.212667 Detection error: 0.011806011199951172 time: 1:04:29.166896
- B/E: 144 / 29 , Gen_loss: -0.34321514 MI_loss: 20.897343 Detection error: 0.011811017990112305 time: 1:04:30.025570
- B/E: 145 / 29 , Gen_loss: -0.32434526 MI_loss: 19.561314 Detection error: 0.01181185245513916 time: 1:04:30.884440
- B/E: 146 / 29 , Gen_loss: -0.33127803 MI_loss: 20.15971 Detection error: 0.011808276176452637 time: 1:04:31.743405
- B/E: 147 / 29 , Gen_loss: -0.33322155 MI_loss: 20.270365 Detection error: 0.011810600757598877 time: 1:04:32.601318
- B/E: 148 / 29 , Gen_loss: -0.3484887 MI_loss: 21.264984 Detection error: 0.011811256408691406 time: 1:04:33.462812
- B/E: 149 / 29 , Gen_loss: -0.34517798 MI_loss: 20.916622 Detection error: 0.01181185245513916 time: 1:04:34.281760
-
- Test Loss: 13.223516 Test Error: 0.011983335018157959
- -----
- EPOCH: 30
- B/E: 0 / 30 , Gen_loss: -0.33250293 MI_loss: 20.099478 Detection error: 0.012000024318695068 time: 1:04:36.279636
- B/E: 1 / 30 , Gen_loss: -0.29251802 MI_loss: 18.357214 Detection error: 0.01643747091293335 time: 1:04:41.145816
- B/E: 2 / 30 , Gen_loss: -0.3303898 MI_loss: 20.047895 Detection error: 0.014312505722045898 time: 1:04:42.019024
- B/E: 3 / 30 , Gen_loss: -0.32244846 MI_loss: 19.656069 Detection error: 0.014398455619812012 time: 1:04:42.875108
- B/E: 4 / 30 , Gen_loss: -0.32311055 MI_loss: 19.80716 Detection error: 0.014225006103515625 time: 1:04:43.731234
- B/E: 5 / 30 , Gen_loss: -0.3181529 MI_loss: 19.544838 Detection error: 0.013812482357025146 time: 1:04:44.679503
- B/E: 6 / 30 , Gen_loss: -0.313295 MI_loss: 19.044489 Detection error: 0.013665199279785156 time: 1:04:45.537700
- B/E: 7 / 30 , Gen_loss: -0.3279688 MI_loss: 19.863323 Detection error: 0.013679683208465576 time: 1:04:46.395801
- B/E: 8 / 30 , Gen_loss: -0.32974383 MI_loss: 20.012789 Detection error: 0.013295114040374756 time: 1:04:47.252727
- B/E: 9 / 30 , Gen_loss: -0.3352284 MI_loss: 20.426596 Detection error: 0.013140618801116943 time: 1:04:48.148135
- B/E: 10 / 30 , Gen_loss: -0.3322697 MI_loss: 20.15998 Detection error: 0.013017058372497559 time: 1:04:49.006718
- B/E: 11 / 30 , Gen_loss: -0.3411124 MI_loss: 20.787186 Detection error: 0.01293492317199707 time: 1:04:49.864539
- B/E: 12 / 30 , Gen_loss: -0.33815515 MI_loss: 20.400568 Detection error: 0.0129014253616333 time: 1:04:50.721761
- B/E: 13 / 30 , Gen_loss: -0.3287437 MI_loss: 20.046402 Detection error: 0.01280355453491211 time: 1:04:51.542452
- B/E: 14 / 30 , Gen_loss: -0.33942628 MI_loss: 20.615814 Detection error: 0.012729167938232422 time: 1:04:52.399060
- B/E: 15 / 30 , Gen_loss: -0.33850417 MI_loss: 20.452946 Detection error: 0.012628912925720215 time: 1:04:53.255473
- B/E: 16 / 30 , Gen_loss: -0.34342417 MI_loss: 20.730362 Detection error: 0.012514710426330566 time: 1:04:54.112376
- B/E: 17 / 30 , Gen_loss: -0.3392998 MI_loss: 20.543587 Detection error: 0.012449681758880615 time: 1:04:54.986521
- B/E: 18 / 30 , Gen_loss: -0.3388902 MI_loss: 20.416147 Detection error: 0.012355268001556396 time: 1:04:55.844369
- B/E: 19 / 30 , Gen_loss: -0.3359169 MI_loss: 20.655407 Detection error: 0.012312471866607666 time: 1:04:56.698102
- B/E: 20 / 30 , Gen_loss: -0.32875016 MI_loss: 19.93628 Detection error: 0.012279748916625977 time: 1:04:57.654583
- B/E: 21 / 30 , Gen_loss: -0.33975437 MI_loss: 20.565943 Detection error: 0.012305378913879395 time: 1:04:58.511816
- B/E: 22 / 30 , Gen_loss: -0.34370196 MI_loss: 20.672043 Detection error: 0.01221466064453125 time: 1:04:59.371688
- B/E: 23 / 30 , Gen_loss: -0.34762827 MI_loss: 21.130606 Detection error: 0.012221336364746094 time: 1:05:00.229033
- B/E: 24 / 30 , Gen_loss: -0.3359587 MI_loss: 20.515007 Detection error: 0.012237489223480225 time: 1:05:01.084781
- B/E: 25 / 30 , Gen_loss: -0.33737856 MI_loss: 20.535192 Detection error: 0.012227177619934082 time: 1:05:01.941186
- B/E: 26 / 30 , Gen_loss: -0.3425151 MI_loss: 20.75682 Detection error: 0.012241899967193604 time: 1:05:02.801582
- B/E: 27 / 30 , Gen_loss: -0.3355455 MI_loss: 20.466705 Detection error: 0.01222991943359375 time: 1:05:03.663942
- B/E: 28 / 30 , Gen_loss: -0.3366197 MI_loss: 20.467213 Detection error: 0.012216567993164062 time: 1:05:04.551691
- B/E: 29 / 30 , Gen_loss: -0.34824783 MI_loss: 21.303719 Detection error: 0.01220935583114624 time: 1:05:05.419841
- B/E: 30 / 30 , Gen_loss: -0.33246076 MI_loss: 20.224533 Detection error: 0.012175381183624268 time: 1:05:06.246453
- B/E: 31 / 30 , Gen_loss: -0.33018118 MI_loss: 20.031713 Detection error: 0.012134790420532227 time: 1:05:06.995399
- B/E: 32 / 30 , Gen_loss: -0.33513272 MI_loss: 20.412985 Detection error: 0.012125968933105469 time: 1:05:07.859207
- B/E: 33 / 30 , Gen_loss: -0.33091858 MI_loss: 20.055038 Detection error: 0.01206892728805542 time: 1:05:08.712985
- B/E: 34 / 30 , Gen_loss: -0.33701345 MI_loss: 20.49675 Detection error: 0.012066960334777832 time: 1:05:09.567914
- B/E: 35 / 30 , Gen_loss: -0.34492156 MI_loss: 20.98417 Detection error: 0.01202172040939331 time: 1:05:10.431316
- B/E: 36 / 30 , Gen_loss: -0.3390913 MI_loss: 20.460135 Detection error: 0.012022793292999268 time: 1:05:11.367533
- B/E: 37 / 30 , Gen_loss: -0.34172046 MI_loss: 20.76766 Detection error: 0.012009024620056152 time: 1:05:12.226488
- B/E: 38 / 30 , Gen_loss: -0.3398291 MI_loss: 20.617344 Detection error: 0.012013614177703857 time: 1:05:13.084328
- B/E: 39 / 30 , Gen_loss: -0.35037607 MI_loss: 21.18913 Detection error: 0.012001574039459229 time: 1:05:13.945544
- B/E: 40 / 30 , Gen_loss: -0.34466383 MI_loss: 20.969927 Detection error: 0.011961102485656738 time: 1:05:14.802833
- B/E: 41 / 30 , Gen_loss: -0.3421993 MI_loss: 20.789368 Detection error: 0.01195836067199707 time: 1:05:15.791848
- B/E: 42 / 30 , Gen_loss: -0.34062055 MI_loss: 20.62464 Detection error: 0.01194620132446289 time: 1:05:16.739481
- B/E: 43 / 30 , Gen_loss: -0.34374055 MI_loss: 20.870733 Detection error: 0.011938929557800293 time: 1:05:17.596547
- B/E: 44 / 30 , Gen_loss: -0.34551498 MI_loss: 21.127697 Detection error: 0.011940956115722656 time: 1:05:18.347620
- B/E: 45 / 30 , Gen_loss: -0.3549804 MI_loss: 21.611425 Detection error: 0.011944293975830078 time: 1:05:19.107215
- B/E: 46 / 30 , Gen_loss: -0.34084564 MI_loss: 20.759937 Detection error: 0.011956095695495605 time: 1:05:19.948282
- B/E: 47 / 30 , Gen_loss: -0.33131024 MI_loss: 20.031385 Detection error: 0.01192706823348999 time: 1:05:20.821172
- B/E: 48 / 30 , Gen_loss: -0.34923503 MI_loss: 21.283678 Detection error: 0.011929214000701904 time: 1:05:21.699411
- B/E: 49 / 30 , Gen_loss: -0.3434032 MI_loss: 20.935383 Detection error: 0.011926233768463135 time: 1:05:22.557248
- B/E: 50 / 30 , Gen_loss: -0.34116584 MI_loss: 20.935593 Detection error: 0.011921584606170654 time: 1:05:23.413472
- B/E: 51 / 30 , Gen_loss: -0.3549 MI_loss: 21.627148 Detection error: 0.011915862560272217 time: 1:05:24.270198
- B/E: 52 / 30 , Gen_loss: -0.34896103 MI_loss: 21.236095 Detection error: 0.011910974979400635 time: 1:05:25.214084
- B/E: 53 / 30 , Gen_loss: -0.3367328 MI_loss: 20.329218 Detection error: 0.011916637420654297 time: 1:05:26.072038
- B/E: 54 / 30 , Gen_loss: -0.34222576 MI_loss: 20.631912 Detection error: 0.011911928653717041 time: 1:05:26.929189
- B/E: 55 / 30 , Gen_loss: -0.3488744 MI_loss: 21.196537 Detection error: 0.011885583400726318 time: 1:05:27.784755
- B/E: 56 / 30 , Gen_loss: -0.34946397 MI_loss: 21.228254 Detection error: 0.011875569820404053 time: 1:05:28.667289
- B/E: 57 / 30 , Gen_loss: -0.34554756 MI_loss: 21.035545 Detection error: 0.011860966682434082 time: 1:05:29.523191
- B/E: 58 / 30 , Gen_loss: -0.34292096 MI_loss: 20.729673 Detection error: 0.011847972869873047 time: 1:05:30.385536
- B/E: 59 / 30 , Gen_loss: -0.3403242 MI_loss: 20.611431 Detection error: 0.011860430240631104 time: 1:05:31.241217
- B/E: 60 / 30 , Gen_loss: -0.34824234 MI_loss: 21.118559 Detection error: 0.011862218379974365 time: 1:05:32.096878
- B/E: 61 / 30 , Gen_loss: -0.33546415 MI_loss: 20.380201 Detection error: 0.011841237545013428 time: 1:05:32.956344
- B/E: 62 / 30 , Gen_loss: -0.34773204 MI_loss: 21.12729 Detection error: 0.01184624433517456 time: 1:05:33.814485
- B/E: 63 / 30 , Gen_loss: -0.33681554 MI_loss: 20.32108 Detection error: 0.011845231056213379 time: 1:05:34.670211
- B/E: 64 / 30 , Gen_loss: -0.33768463 MI_loss: 20.600769 Detection error: 0.011846661567687988 time: 1:05:35.526636
- B/E: 65 / 30 , Gen_loss: -0.3383229 MI_loss: 20.564259 Detection error: 0.01183474063873291 time: 1:05:36.385434
- B/E: 66 / 30 , Gen_loss: -0.34393734 MI_loss: 20.84147 Detection error: 0.011826932430267334 time: 1:05:37.242499
- B/E: 67 / 30 , Gen_loss: -0.35185522 MI_loss: 21.24109 Detection error: 0.011812031269073486 time: 1:05:38.021287
- B/E: 68 / 30 , Gen_loss: -0.34295127 MI_loss: 20.808043 Detection error: 0.01180797815322876 time: 1:05:38.878861
- B/E: 69 / 30 , Gen_loss: -0.34598023 MI_loss: 21.013578 Detection error: 0.011819660663604736 time: 1:05:39.632169
- B/E: 70 / 30 , Gen_loss: -0.34529427 MI_loss: 20.968534 Detection error: 0.011810302734375 time: 1:05:40.382575
- B/E: 71 / 30 , Gen_loss: -0.34260967 MI_loss: 20.9124 Detection error: 0.011807262897491455 time: 1:05:41.229609
- B/E: 72 / 30 , Gen_loss: -0.34745142 MI_loss: 21.140547 Detection error: 0.011812925338745117 time: 1:05:42.085012
- B/E: 73 / 30 , Gen_loss: -0.34324214 MI_loss: 20.947155 Detection error: 0.011813342571258545 time: 1:05:42.943091
- B/E: 74 / 30 , Gen_loss: -0.3430962 MI_loss: 20.731262 Detection error: 0.011807918548583984 time: 1:05:43.827370
- B/E: 75 / 30 , Gen_loss: -0.3379908 MI_loss: 20.55841 Detection error: 0.0117989182472229 time: 1:05:44.683220
- B/E: 76 / 30 , Gen_loss: -0.3434795 MI_loss: 20.886703 Detection error: 0.011811673641204834 time: 1:05:45.541202
- B/E: 77 / 30 , Gen_loss: -0.34250578 MI_loss: 20.726059 Detection error: 0.011800885200500488 time: 1:05:46.397523
- B/E: 78 / 30 , Gen_loss: -0.35058668 MI_loss: 21.240456 Detection error: 0.011792302131652832 time: 1:05:47.257380
- B/E: 79 / 30 , Gen_loss: -0.34477317 MI_loss: 20.954771 Detection error: 0.011806666851043701 time: 1:05:48.113727
- B/E: 80 / 30 , Gen_loss: -0.34231701 MI_loss: 20.733082 Detection error: 0.01180940866470337 time: 1:05:48.967743
- B/E: 81 / 30 , Gen_loss: -0.34548545 MI_loss: 20.870617 Detection error: 0.0118064284324646 time: 1:05:49.826862
- B/E: 82 / 30 , Gen_loss: -0.34185132 MI_loss: 20.870401 Detection error: 0.01180344820022583 time: 1:05:50.686391
- B/E: 83 / 30 , Gen_loss: -0.34683308 MI_loss: 21.124794 Detection error: 0.011797606945037842 time: 1:05:51.542936
- B/E: 84 / 30 , Gen_loss: -0.3458092 MI_loss: 21.005657 Detection error: 0.011792302131652832 time: 1:05:52.489718
- B/E: 85 / 30 , Gen_loss: -0.34365517 MI_loss: 20.71996 Detection error: 0.011770009994506836 time: 1:05:53.272458
- B/E: 86 / 30 , Gen_loss: -0.33168796 MI_loss: 20.283716 Detection error: 0.01177370548248291 time: 1:05:54.022061
- B/E: 87 / 30 , Gen_loss: -0.34250417 MI_loss: 20.631577 Detection error: 0.011757433414459229 time: 1:05:54.809704
- B/E: 88 / 30 , Gen_loss: -0.34564322 MI_loss: 20.92706 Detection error: 0.011741936206817627 time: 1:05:55.557024
- B/E: 89 / 30 , Gen_loss: -0.34447685 MI_loss: 21.044394 Detection error: 0.011751055717468262 time: 1:05:56.443249
- B/E: 90 / 30 , Gen_loss: -0.33511004 MI_loss: 20.304813 Detection error: 0.011746227741241455 time: 1:05:57.299142
- B/E: 91 / 30 , Gen_loss: -0.34155142 MI_loss: 20.686403 Detection error: 0.011749327182769775 time: 1:05:58.153910
- B/E: 92 / 30 , Gen_loss: -0.32909298 MI_loss: 20.033768 Detection error: 0.0117378830909729 time: 1:05:59.018988
- B/E: 93 / 30 , Gen_loss: -0.34771013 MI_loss: 21.093412 Detection error: 0.011732399463653564 time: 1:05:59.875762
- B/E: 94 / 30 , Gen_loss: -0.34609038 MI_loss: 21.091278 Detection error: 0.011749327182769775 time: 1:06:00.734113
- B/E: 95 / 30 , Gen_loss: -0.33562723 MI_loss: 20.51333 Detection error: 0.011755883693695068 time: 1:06:01.607000
- B/E: 96 / 30 , Gen_loss: -0.34681463 MI_loss: 21.041563 Detection error: 0.011750996112823486 time: 1:06:02.463065
- B/E: 97 / 30 , Gen_loss: -0.3481399 MI_loss: 21.111645 Detection error: 0.01174008846282959 time: 1:06:03.245549
- B/E: 98 / 30 , Gen_loss: -0.34936488 MI_loss: 21.187977 Detection error: 0.011724114418029785 time: 1:06:03.993148
- B/E: 99 / 30 , Gen_loss: -0.34526035 MI_loss: 20.944794 Detection error: 0.011722803115844727 time: 1:06:04.740157
- B/E: 100 / 30 , Gen_loss: -0.3454754 MI_loss: 20.969301 Detection error: 0.011719346046447754 time: 1:06:05.588315
- B/E: 101 / 30 , Gen_loss: -0.33756858 MI_loss: 20.59777 Detection error: 0.01173102855682373 time: 1:06:06.337426
- B/E: 102 / 30 , Gen_loss: -0.34281403 MI_loss: 20.928898 Detection error: 0.01172935962677002 time: 1:06:07.087378
- B/E: 103 / 30 , Gen_loss: -0.35374868 MI_loss: 21.57513 Detection error: 0.011725962162017822 time: 1:06:07.836089
- B/E: 104 / 30 , Gen_loss: -0.35150895 MI_loss: 21.409584 Detection error: 0.011736631393432617 time: 1:06:08.584377
- B/E: 105 / 30 , Gen_loss: -0.33980975 MI_loss: 20.582207 Detection error: 0.011731445789337158 time: 1:06:09.338563
- B/E: 106 / 30 , Gen_loss: -0.35146403 MI_loss: 21.465363 Detection error: 0.011745929718017578 time: 1:06:10.169436
- B/E: 107 / 30 , Gen_loss: -0.33600387 MI_loss: 20.401455 Detection error: 0.011744499206542969 time: 1:06:11.025891
- B/E: 108 / 30 , Gen_loss: -0.34181967 MI_loss: 20.714832 Detection error: 0.011753737926483154 time: 1:06:11.911799
- B/E: 109 / 30 , Gen_loss: -0.346491 MI_loss: 20.984163 Detection error: 0.01175224781036377 time: 1:06:12.766267
- B/E: 110 / 30 , Gen_loss: -0.33749363 MI_loss: 20.333405 Detection error: 0.011741280555725098 time: 1:06:13.624681
- B/E: 111 / 30 , Gen_loss: -0.35302052 MI_loss: 21.434841 Detection error: 0.011732161045074463 time: 1:06:14.481640
- B/E: 112 / 30 , Gen_loss: -0.3422822 MI_loss: 20.712585 Detection error: 0.011729001998901367 time: 1:06:15.335052
- B/E: 113 / 30 , Gen_loss: -0.34288466 MI_loss: 21.02976 Detection error: 0.011742353439331055 time: 1:06:16.191558
- B/E: 114 / 30 , Gen_loss: -0.34990567 MI_loss: 21.237358 Detection error: 0.011738836765289307 time: 1:06:17.065176
- B/E: 115 / 30 , Gen_loss: -0.34018263 MI_loss: 20.650043 Detection error: 0.011742472648620605 time: 1:06:17.928650
- B/E: 116 / 30 , Gen_loss: -0.33713365 MI_loss: 20.599928 Detection error: 0.01174008846282959 time: 1:06:18.865468
- B/E: 117 / 30 , Gen_loss: -0.338254 MI_loss: 20.759865 Detection error: 0.011749207973480225 time: 1:06:19.721351
- B/E: 118 / 30 , Gen_loss: -0.34094384 MI_loss: 20.524067 Detection error: 0.011740267276763916 time: 1:06:20.581924
- B/E: 119 / 30 , Gen_loss: -0.34444773 MI_loss: 20.937105 Detection error: 0.011735916137695312 time: 1:06:21.343965
- B/E: 120 / 30 , Gen_loss: -0.33851436 MI_loss: 20.591145 Detection error: 0.011728286743164062 time: 1:06:22.105736
- B/E: 121 / 30 , Gen_loss: -0.33929437 MI_loss: 20.68842 Detection error: 0.011732816696166992 time: 1:06:22.936545
- B/E: 122 / 30 , Gen_loss: -0.35031313 MI_loss: 21.211292 Detection error: 0.011724591255187988 time: 1:06:23.790544
- B/E: 123 / 30 , Gen_loss: -0.34062776 MI_loss: 20.721872 Detection error: 0.011726319789886475 time: 1:06:24.653083
- B/E: 124 / 30 , Gen_loss: -0.33947065 MI_loss: 20.71324 Detection error: 0.011731266975402832 time: 1:06:25.508223
- B/E: 125 / 30 , Gen_loss: -0.34880236 MI_loss: 21.218956 Detection error: 0.011734843254089355 time: 1:06:26.362356
- B/E: 126 / 30 , Gen_loss: -0.33842784 MI_loss: 20.581692 Detection error: 0.01174384355545044 time: 1:06:27.216872
- B/E: 127 / 30 , Gen_loss: -0.33651358 MI_loss: 20.336418 Detection error: 0.011733412742614746 time: 1:06:28.059681
- B/E: 128 / 30 , Gen_loss: -0.34114996 MI_loss: 20.798431 Detection error: 0.011735200881958008 time: 1:06:28.810804
- B/E: 129 / 30 , Gen_loss: -0.3383722 MI_loss: 20.715868 Detection error: 0.011741816997528076 time: 1:06:29.683860
- B/E: 130 / 30 , Gen_loss: -0.34250298 MI_loss: 20.802092 Detection error: 0.011749505996704102 time: 1:06:30.544342
- B/E: 131 / 30 , Gen_loss: -0.3400879 MI_loss: 20.610874 Detection error: 0.011750936508178711 time: 1:06:31.405914
- B/E: 132 / 30 , Gen_loss: -0.34561452 MI_loss: 20.997095 Detection error: 0.01174694299697876 time: 1:06:32.358722
- B/E: 133 / 30 , Gen_loss: -0.33990312 MI_loss: 20.714113 Detection error: 0.01175069808959961 time: 1:06:33.218539
- B/E: 134 / 30 , Gen_loss: -0.34361646 MI_loss: 20.866224 Detection error: 0.01175600290298462 time: 1:06:34.076983
- B/E: 135 / 30 , Gen_loss: -0.33765954 MI_loss: 20.470118 Detection error: 0.01175391674041748 time: 1:06:34.958103
- B/E: 136 / 30 , Gen_loss: -0.3446623 MI_loss: 20.946325 Detection error: 0.011757314205169678 time: 1:06:35.819376
- B/E: 137 / 30 , Gen_loss: -0.34128106 MI_loss: 20.707355 Detection error: 0.011758625507354736 time: 1:06:36.606000
- B/E: 138 / 30 , Gen_loss: -0.34936303 MI_loss: 21.22208 Detection error: 0.011764824390411377 time: 1:06:37.461020
- B/E: 139 / 30 , Gen_loss: -0.34235305 MI_loss: 20.779007 Detection error: 0.01176607608795166 time: 1:06:38.315402
- B/E: 140 / 30 , Gen_loss: -0.33338276 MI_loss: 20.328943 Detection error: 0.011767268180847168 time: 1:06:39.173304
- B/E: 141 / 30 , Gen_loss: -0.33696586 MI_loss: 20.48658 Detection error: 0.011768043041229248 time: 1:06:40.028240
- B/E: 142 / 30 , Gen_loss: -0.34183028 MI_loss: 20.767351 Detection error: 0.011761784553527832 time: 1:06:40.883809
- B/E: 143 / 30 , Gen_loss: -0.3472434 MI_loss: 21.183294 Detection error: 0.011769294738769531 time: 1:06:41.738809
- B/E: 144 / 30 , Gen_loss: -0.34233117 MI_loss: 20.824001 Detection error: 0.011771738529205322 time: 1:06:42.517235
- B/E: 145 / 30 , Gen_loss: -0.3347325 MI_loss: 20.228071 Detection error: 0.011776089668273926 time: 1:06:43.267182
- B/E: 146 / 30 , Gen_loss: -0.34395656 MI_loss: 20.879932 Detection error: 0.011776149272918701 time: 1:06:44.037885
- B/E: 147 / 30 , Gen_loss: -0.34058452 MI_loss: 20.720543 Detection error: 0.01177513599395752 time: 1:06:44.907682
- B/E: 148 / 30 , Gen_loss: -0.34514427 MI_loss: 20.89547 Detection error: 0.011774957180023193 time: 1:06:45.863219
- B/E: 149 / 30 , Gen_loss: -0.34935042 MI_loss: 21.277567 Detection error: 0.011777281761169434 time: 1:06:46.721755
-
- Test Loss: 13.170684 Test Error: 0.011508345603942871
- -----
- EPOCH: 31
- B/E: 0 / 31 , Gen_loss: -0.33465448 MI_loss: 20.278938 Detection error: 0.012031257152557373 time: 1:06:48.719414
- B/E: 1 / 31 , Gen_loss: -0.28813177 MI_loss: 18.161764 Detection error: 0.016234397888183594 time: 1:06:53.706999
- B/E: 2 / 31 , Gen_loss: -0.3351506 MI_loss: 20.314676 Detection error: 0.014718770980834961 time: 1:06:54.515061
- B/E: 3 / 31 , Gen_loss: -0.3209739 MI_loss: 19.710644 Detection error: 0.01432812213897705 time: 1:06:55.386086
- B/E: 4 / 31 , Gen_loss: -0.31655696 MI_loss: 19.319618 Detection error: 0.01412498950958252 time: 1:06:56.244315
- B/E: 5 / 31 , Gen_loss: -0.3188742 MI_loss: 19.649086 Detection error: 0.013838529586791992 time: 1:06:57.104644
- B/E: 6 / 31 , Gen_loss: -0.34077188 MI_loss: 20.850521 Detection error: 0.013558030128479004 time: 1:06:57.961581
- B/E: 7 / 31 , Gen_loss: -0.3350476 MI_loss: 20.37193 Detection error: 0.013546884059906006 time: 1:06:58.816632
- B/E: 8 / 31 , Gen_loss: -0.33395422 MI_loss: 20.358412 Detection error: 0.013246536254882812 time: 1:06:59.670652
- B/E: 9 / 31 , Gen_loss: -0.3360561 MI_loss: 20.40738 Detection error: 0.013021886348724365 time: 1:07:00.529142
- B/E: 10 / 31 , Gen_loss: -0.34110627 MI_loss: 20.794695 Detection error: 0.01294320821762085 time: 1:07:01.509874
- B/E: 11 / 31 , Gen_loss: -0.33556855 MI_loss: 20.323635 Detection error: 0.012755215167999268 time: 1:07:02.301010
- B/E: 12 / 31 , Gen_loss: -0.3417212 MI_loss: 20.913664 Detection error: 0.012798070907592773 time: 1:07:03.048326
- B/E: 13 / 31 , Gen_loss: -0.35604846 MI_loss: 21.638788 Detection error: 0.012727677822113037 time: 1:07:03.797466
- B/E: 14 / 31 , Gen_loss: -0.34152052 MI_loss: 20.659079 Detection error: 0.012672901153564453 time: 1:07:04.697971
- B/E: 15 / 31 , Gen_loss: -0.33886242 MI_loss: 20.484482 Detection error: 0.012552738189697266 time: 1:07:05.556922
- B/E: 16 / 31 , Gen_loss: -0.34287387 MI_loss: 20.877728 Detection error: 0.012481629848480225 time: 1:07:06.410042
- B/E: 17 / 31 , Gen_loss: -0.33305463 MI_loss: 20.186878 Detection error: 0.012394070625305176 time: 1:07:07.263477
- B/E: 18 / 31 , Gen_loss: -0.3292414 MI_loss: 20.13622 Detection error: 0.012327313423156738 time: 1:07:08.082967
- B/E: 19 / 31 , Gen_loss: -0.32772696 MI_loss: 19.716488 Detection error: 0.01224374771118164 time: 1:07:08.951080
- B/E: 20 / 31 , Gen_loss: -0.3259102 MI_loss: 19.823912 Detection error: 0.012273788452148438 time: 1:07:09.805742
- B/E: 21 / 31 , Gen_loss: -0.33508605 MI_loss: 20.439135 Detection error: 0.012244343757629395 time: 1:07:10.659151
- B/E: 22 / 31 , Gen_loss: -0.34781152 MI_loss: 20.96086 Detection error: 0.012192964553833008 time: 1:07:11.514220
- B/E: 23 / 31 , Gen_loss: -0.33458728 MI_loss: 20.197155 Detection error: 0.012187480926513672 time: 1:07:12.369970
- B/E: 24 / 31 , Gen_loss: -0.33703536 MI_loss: 20.452433 Detection error: 0.012171268463134766 time: 1:07:13.224875
- B/E: 25 / 31 , Gen_loss: -0.3308701 MI_loss: 19.995338 Detection error: 0.012144207954406738 time: 1:07:14.179453
- B/E: 26 / 31 , Gen_loss: -0.33470654 MI_loss: 20.411959 Detection error: 0.012182891368865967 time: 1:07:15.036955
- B/E: 27 / 31 , Gen_loss: -0.34424362 MI_loss: 20.973953 Detection error: 0.01216965913772583 time: 1:07:15.894729
- B/E: 28 / 31 , Gen_loss: -0.34486327 MI_loss: 20.876202 Detection error: 0.012133598327636719 time: 1:07:16.753745
- B/E: 29 / 31 , Gen_loss: -0.34134126 MI_loss: 20.805225 Detection error: 0.012121856212615967 time: 1:07:17.610405
- B/E: 30 / 31 , Gen_loss: -0.3377063 MI_loss: 20.439854 Detection error: 0.01208263635635376 time: 1:07:18.469634
- B/E: 31 / 31 , Gen_loss: -0.3371133 MI_loss: 20.45731 Detection error: 0.012047827243804932 time: 1:07:19.255826
- B/E: 32 / 31 , Gen_loss: -0.3301638 MI_loss: 19.954556 Detection error: 0.012034118175506592 time: 1:07:20.006647
- B/E: 33 / 31 , Gen_loss: -0.3412858 MI_loss: 20.724043 Detection error: 0.01200181245803833 time: 1:07:20.783289
- B/E: 34 / 31 , Gen_loss: -0.34171164 MI_loss: 20.841589 Detection error: 0.011979460716247559 time: 1:07:21.531376
- B/E: 35 / 31 , Gen_loss: -0.34455347 MI_loss: 20.764235 Detection error: 0.01195228099822998 time: 1:07:22.298524
- B/E: 36 / 31 , Gen_loss: -0.34651807 MI_loss: 21.120823 Detection error: 0.011919736862182617 time: 1:07:23.047371
- B/E: 37 / 31 , Gen_loss: -0.3464747 MI_loss: 20.952911 Detection error: 0.011916100978851318 time: 1:07:23.798182
- B/E: 38 / 31 , Gen_loss: -0.34279993 MI_loss: 20.856884 Detection error: 0.011928677558898926 time: 1:07:24.548259
- B/E: 39 / 31 , Gen_loss: -0.35439816 MI_loss: 21.336014 Detection error: 0.011920332908630371 time: 1:07:25.311153
- B/E: 40 / 31 , Gen_loss: -0.336675 MI_loss: 20.465128 Detection error: 0.011895596981048584 time: 1:07:26.061683
- B/E: 41 / 31 , Gen_loss: -0.3414355 MI_loss: 20.789684 Detection error: 0.011890649795532227 time: 1:07:26.894388
- B/E: 42 / 31 , Gen_loss: -0.35437247 MI_loss: 21.456509 Detection error: 0.011858999729156494 time: 1:07:27.644117
- B/E: 43 / 31 , Gen_loss: -0.35360497 MI_loss: 21.359388 Detection error: 0.011845886707305908 time: 1:07:28.409345
- B/E: 44 / 31 , Gen_loss: -0.34227487 MI_loss: 20.849546 Detection error: 0.011855542659759521 time: 1:07:29.160090
- B/E: 45 / 31 , Gen_loss: -0.34303167 MI_loss: 20.811146 Detection error: 0.011843085289001465 time: 1:07:29.924574
- B/E: 46 / 31 , Gen_loss: -0.34432912 MI_loss: 20.90785 Detection error: 0.011846423149108887 time: 1:07:30.774714
- B/E: 47 / 31 , Gen_loss: -0.35174525 MI_loss: 21.233967 Detection error: 0.011826157569885254 time: 1:07:31.629176
- B/E: 48 / 31 , Gen_loss: -0.34137276 MI_loss: 20.69413 Detection error: 0.01183992624282837 time: 1:07:32.482873
- B/E: 49 / 31 , Gen_loss: -0.34148884 MI_loss: 20.796604 Detection error: 0.011840641498565674 time: 1:07:33.338768
- B/E: 50 / 31 , Gen_loss: -0.34127617 MI_loss: 20.76453 Detection error: 0.011849284172058105 time: 1:07:34.217539
- B/E: 51 / 31 , Gen_loss: -0.34797558 MI_loss: 21.258339 Detection error: 0.011835336685180664 time: 1:07:35.088418
- B/E: 52 / 31 , Gen_loss: -0.348587 MI_loss: 21.113836 Detection error: 0.011830806732177734 time: 1:07:35.942207
- B/E: 53 / 31 , Gen_loss: -0.34422156 MI_loss: 20.821577 Detection error: 0.01182466745376587 time: 1:07:36.798808
- B/E: 54 / 31 , Gen_loss: -0.34057805 MI_loss: 20.79698 Detection error: 0.011825025081634521 time: 1:07:37.658337
- B/E: 55 / 31 , Gen_loss: -0.34102863 MI_loss: 20.512 Detection error: 0.011798560619354248 time: 1:07:38.515588
- B/E: 56 / 31 , Gen_loss: -0.3441062 MI_loss: 20.915657 Detection error: 0.011788368225097656 time: 1:07:39.371893
- B/E: 57 / 31 , Gen_loss: -0.3418512 MI_loss: 20.780336 Detection error: 0.011767268180847168 time: 1:07:40.314857
- B/E: 58 / 31 , Gen_loss: -0.34150785 MI_loss: 20.732557 Detection error: 0.01175159215927124 time: 1:07:41.170616
- B/E: 59 / 31 , Gen_loss: -0.34434867 MI_loss: 20.92719 Detection error: 0.011775016784667969 time: 1:07:42.055281
- B/E: 60 / 31 , Gen_loss: -0.34641576 MI_loss: 21.042698 Detection error: 0.01176995038986206 time: 1:07:42.910877
- B/E: 61 / 31 , Gen_loss: -0.3377931 MI_loss: 20.526815 Detection error: 0.011757075786590576 time: 1:07:43.766655
- B/E: 62 / 31 , Gen_loss: -0.34213644 MI_loss: 20.870565 Detection error: 0.01175546646118164 time: 1:07:44.633413
- B/E: 63 / 31 , Gen_loss: -0.35235542 MI_loss: 21.381725 Detection error: 0.011758804321289062 time: 1:07:45.516102
- B/E: 64 / 31 , Gen_loss: -0.33794954 MI_loss: 20.612196 Detection error: 0.011755287647247314 time: 1:07:46.372537
- B/E: 65 / 31 , Gen_loss: -0.34773332 MI_loss: 21.163391 Detection error: 0.011742889881134033 time: 1:07:47.232242
- B/E: 66 / 31 , Gen_loss: -0.34413436 MI_loss: 20.963322 Detection error: 0.011721551418304443 time: 1:07:48.090422
- B/E: 67 / 31 , Gen_loss: -0.34351793 MI_loss: 20.820766 Detection error: 0.011704981327056885 time: 1:07:48.947991
- B/E: 68 / 31 , Gen_loss: -0.3464527 MI_loss: 21.009052 Detection error: 0.01170969009399414 time: 1:07:49.729979
- B/E: 69 / 31 , Gen_loss: -0.3417368 MI_loss: 20.648506 Detection error: 0.01171565055847168 time: 1:07:50.477333
- B/E: 70 / 31 , Gen_loss: -0.34422573 MI_loss: 21.013815 Detection error: 0.011709928512573242 time: 1:07:51.224875
- B/E: 71 / 31 , Gen_loss: -0.33512592 MI_loss: 20.431238 Detection error: 0.011707484722137451 time: 1:07:51.972636
- B/E: 72 / 31 , Gen_loss: -0.3448747 MI_loss: 21.001474 Detection error: 0.011714041233062744 time: 1:07:52.719935
- B/E: 73 / 31 , Gen_loss: -0.3393048 MI_loss: 20.532143 Detection error: 0.011703968048095703 time: 1:07:53.567491
- B/E: 74 / 31 , Gen_loss: -0.34920698 MI_loss: 21.258833 Detection error: 0.0117112398147583 time: 1:07:54.316620
- B/E: 75 / 31 , Gen_loss: -0.34898993 MI_loss: 21.258402 Detection error: 0.01170724630355835 time: 1:07:55.184043
- B/E: 76 / 31 , Gen_loss: -0.33881056 MI_loss: 20.645044 Detection error: 0.011709392070770264 time: 1:07:56.039885
- B/E: 77 / 31 , Gen_loss: -0.34761533 MI_loss: 21.12053 Detection error: 0.011702299118041992 time: 1:07:56.899744
- B/E: 78 / 31 , Gen_loss: -0.34844017 MI_loss: 21.074581 Detection error: 0.011696994304656982 time: 1:07:57.756197
- B/E: 79 / 31 , Gen_loss: -0.33431682 MI_loss: 20.442917 Detection error: 0.011708199977874756 time: 1:07:58.610295
- B/E: 80 / 31 , Gen_loss: -0.34638128 MI_loss: 21.074966 Detection error: 0.011708736419677734 time: 1:07:59.466912
- B/E: 81 / 31 , Gen_loss: -0.33934158 MI_loss: 20.721743 Detection error: 0.011703908443450928 time: 1:08:00.328798
- B/E: 82 / 31 , Gen_loss: -0.33936387 MI_loss: 20.69811 Detection error: 0.011701822280883789 time: 1:08:01.187768
- B/E: 83 / 31 , Gen_loss: -0.34036094 MI_loss: 20.777351 Detection error: 0.011700153350830078 time: 1:08:02.043960
- B/E: 84 / 31 , Gen_loss: -0.3377232 MI_loss: 20.440071 Detection error: 0.011694133281707764 time: 1:08:02.899944
- B/E: 85 / 31 , Gen_loss: -0.34723347 MI_loss: 20.889885 Detection error: 0.011676609516143799 time: 1:08:03.753889
- B/E: 86 / 31 , Gen_loss: -0.34466863 MI_loss: 20.819977 Detection error: 0.011678159236907959 time: 1:08:04.616239
- B/E: 87 / 31 , Gen_loss: -0.3356613 MI_loss: 20.42533 Detection error: 0.011665821075439453 time: 1:08:05.475455
- B/E: 88 / 31 , Gen_loss: -0.33563507 MI_loss: 20.391932 Detection error: 0.011647462844848633 time: 1:08:06.348311
- B/E: 89 / 31 , Gen_loss: -0.3375484 MI_loss: 20.624943 Detection error: 0.011658668518066406 time: 1:08:07.291364
- B/E: 90 / 31 , Gen_loss: -0.34249339 MI_loss: 20.85923 Detection error: 0.011662065982818604 time: 1:08:08.184849
- B/E: 91 / 31 , Gen_loss: -0.3348937 MI_loss: 20.383839 Detection error: 0.011660993099212646 time: 1:08:09.040655
- B/E: 92 / 31 , Gen_loss: -0.3344867 MI_loss: 20.26045 Detection error: 0.011653542518615723 time: 1:08:09.898776
- B/E: 93 / 31 , Gen_loss: -0.3343091 MI_loss: 20.43776 Detection error: 0.011648952960968018 time: 1:08:10.755872
- B/E: 94 / 31 , Gen_loss: -0.33784544 MI_loss: 20.63894 Detection error: 0.011668086051940918 time: 1:08:11.535918
- B/E: 95 / 31 , Gen_loss: -0.34368497 MI_loss: 20.804003 Detection error: 0.011673152446746826 time: 1:08:12.285911
- B/E: 96 / 31 , Gen_loss: -0.35216495 MI_loss: 21.291544 Detection error: 0.011667191982269287 time: 1:08:13.034359
- B/E: 97 / 31 , Gen_loss: -0.3414652 MI_loss: 20.68772 Detection error: 0.011656582355499268 time: 1:08:13.785405
- B/E: 98 / 31 , Gen_loss: -0.3402375 MI_loss: 20.70684 Detection error: 0.01164233684539795 time: 1:08:14.652669
- B/E: 99 / 31 , Gen_loss: -0.33736625 MI_loss: 20.437286 Detection error: 0.011638104915618896 time: 1:08:15.520405
- B/E: 100 / 31 , Gen_loss: -0.34651792 MI_loss: 21.12718 Detection error: 0.011640787124633789 time: 1:08:16.391893
- B/E: 101 / 31 , Gen_loss: -0.3438794 MI_loss: 20.825539 Detection error: 0.011647343635559082 time: 1:08:17.246318
- B/E: 102 / 31 , Gen_loss: -0.34203562 MI_loss: 20.98728 Detection error: 0.011646866798400879 time: 1:08:18.031117
- B/E: 103 / 31 , Gen_loss: -0.34454805 MI_loss: 20.927402 Detection error: 0.011645734310150146 time: 1:08:18.780267
- B/E: 104 / 31 , Gen_loss: -0.3512194 MI_loss: 21.332354 Detection error: 0.01165241003036499 time: 1:08:19.532996
- B/E: 105 / 31 , Gen_loss: -0.33390588 MI_loss: 20.346455 Detection error: 0.011645019054412842 time: 1:08:20.501143
- B/E: 106 / 31 , Gen_loss: -0.34036615 MI_loss: 20.745235 Detection error: 0.01165097951889038 time: 1:08:21.357742
- B/E: 107 / 31 , Gen_loss: -0.33791262 MI_loss: 20.602554 Detection error: 0.011653363704681396 time: 1:08:22.232112
- B/E: 108 / 31 , Gen_loss: -0.3480198 MI_loss: 21.072159 Detection error: 0.011657416820526123 time: 1:08:23.089669
- B/E: 109 / 31 , Gen_loss: -0.34587795 MI_loss: 20.962757 Detection error: 0.01165086030960083 time: 1:08:23.945386
- B/E: 110 / 31 , Gen_loss: -0.34708008 MI_loss: 20.991076 Detection error: 0.011631190776824951 time: 1:08:24.800778
- B/E: 111 / 31 , Gen_loss: -0.35052007 MI_loss: 21.332033 Detection error: 0.011630833148956299 time: 1:08:25.655832
- B/E: 112 / 31 , Gen_loss: -0.3401312 MI_loss: 20.597736 Detection error: 0.011627197265625 time: 1:08:26.513259
- B/E: 113 / 31 , Gen_loss: -0.34921202 MI_loss: 21.215965 Detection error: 0.011634588241577148 time: 1:08:27.367888
- B/E: 114 / 31 , Gen_loss: -0.33565512 MI_loss: 20.497036 Detection error: 0.011636972427368164 time: 1:08:28.223624
- B/E: 115 / 31 , Gen_loss: -0.34671322 MI_loss: 21.042435 Detection error: 0.011630654335021973 time: 1:08:29.079810
- B/E: 116 / 31 , Gen_loss: -0.3343292 MI_loss: 20.31254 Detection error: 0.011632204055786133 time: 1:08:29.937561
- B/E: 117 / 31 , Gen_loss: -0.33187753 MI_loss: 20.290512 Detection error: 0.011633992195129395 time: 1:08:30.801893
- B/E: 118 / 31 , Gen_loss: -0.34094942 MI_loss: 20.582336 Detection error: 0.011627912521362305 time: 1:08:31.659973
- B/E: 119 / 31 , Gen_loss: -0.34226927 MI_loss: 20.82761 Detection error: 0.01162111759185791 time: 1:08:32.519153
- B/E: 120 / 31 , Gen_loss: -0.34238425 MI_loss: 20.826796 Detection error: 0.011620104312896729 time: 1:08:33.317350
- B/E: 121 / 31 , Gen_loss: -0.34317556 MI_loss: 20.86814 Detection error: 0.011621415615081787 time: 1:08:34.193445
- B/E: 122 / 31 , Gen_loss: -0.34998366 MI_loss: 21.123283 Detection error: 0.011615872383117676 time: 1:08:35.047893
- B/E: 123 / 31 , Gen_loss: -0.33461264 MI_loss: 20.342913 Detection error: 0.011609852313995361 time: 1:08:35.901664
- B/E: 124 / 31 , Gen_loss: -0.3381148 MI_loss: 20.701855 Detection error: 0.01161426305770874 time: 1:08:36.757529
- B/E: 125 / 31 , Gen_loss: -0.34393787 MI_loss: 20.932972 Detection error: 0.011620759963989258 time: 1:08:37.560164
- B/E: 126 / 31 , Gen_loss: -0.342195 MI_loss: 20.803816 Detection error: 0.011629164218902588 time: 1:08:38.316479
- B/E: 127 / 31 , Gen_loss: -0.34778732 MI_loss: 21.194527 Detection error: 0.011625468730926514 time: 1:08:39.065280
- B/E: 128 / 31 , Gen_loss: -0.33345225 MI_loss: 20.458689 Detection error: 0.011629819869995117 time: 1:08:39.817109
- B/E: 129 / 31 , Gen_loss: -0.34270015 MI_loss: 20.933195 Detection error: 0.011632204055786133 time: 1:08:40.583040
- B/E: 130 / 31 , Gen_loss: -0.34499124 MI_loss: 20.996742 Detection error: 0.011635005474090576 time: 1:08:41.481984
- B/E: 131 / 31 , Gen_loss: -0.347454 MI_loss: 21.126606 Detection error: 0.011637091636657715 time: 1:08:42.339199
- B/E: 132 / 31 , Gen_loss: -0.33057863 MI_loss: 20.189985 Detection error: 0.011633217334747314 time: 1:08:43.195117
- B/E: 133 / 31 , Gen_loss: -0.3423158 MI_loss: 20.830284 Detection error: 0.011640608310699463 time: 1:08:44.050232
- B/E: 134 / 31 , Gen_loss: -0.33210376 MI_loss: 20.205551 Detection error: 0.011649072170257568 time: 1:08:44.914211
- B/E: 135 / 31 , Gen_loss: -0.3444819 MI_loss: 20.90333 Detection error: 0.011649370193481445 time: 1:08:45.774209
- B/E: 136 / 31 , Gen_loss: -0.35510316 MI_loss: 21.639145 Detection error: 0.01164621114730835 time: 1:08:46.634694
- B/E: 137 / 31 , Gen_loss: -0.33512303 MI_loss: 20.506845 Detection error: 0.011655807495117188 time: 1:08:47.575006
- B/E: 138 / 31 , Gen_loss: -0.3373305 MI_loss: 20.533775 Detection error: 0.011660516262054443 time: 1:08:48.405917
- B/E: 139 / 31 , Gen_loss: -0.34708863 MI_loss: 20.961277 Detection error: 0.011666715145111084 time: 1:08:49.223775
- B/E: 140 / 31 , Gen_loss: -0.3409963 MI_loss: 20.867533 Detection error: 0.011669576168060303 time: 1:08:50.081815
- B/E: 141 / 31 , Gen_loss: -0.34810436 MI_loss: 21.159672 Detection error: 0.011664628982543945 time: 1:08:50.937084
- B/E: 142 / 31 , Gen_loss: -0.34092295 MI_loss: 20.71492 Detection error: 0.011661946773529053 time: 1:08:51.792942
- B/E: 143 / 31 , Gen_loss: -0.33217278 MI_loss: 20.238407 Detection error: 0.01166468858718872 time: 1:08:52.598048
- B/E: 144 / 31 , Gen_loss: -0.33175415 MI_loss: 20.03511 Detection error: 0.011668741703033447 time: 1:08:53.442592
- B/E: 145 / 31 , Gen_loss: -0.34281307 MI_loss: 20.757874 Detection error: 0.01166844367980957 time: 1:08:54.298193
- B/E: 146 / 31 , Gen_loss: -0.33327404 MI_loss: 20.20962 Detection error: 0.011663258075714111 time: 1:08:55.155887
- B/E: 147 / 31 , Gen_loss: -0.3505393 MI_loss: 21.245176 Detection error: 0.011664271354675293 time: 1:08:56.013781
- B/E: 148 / 31 , Gen_loss: -0.33568698 MI_loss: 20.348658 Detection error: 0.011667132377624512 time: 1:08:56.870683
- B/E: 149 / 31 , Gen_loss: -0.3411097 MI_loss: 20.828865 Detection error: 0.011669397354125977 time: 1:08:57.725580
-
- Test Loss: 13.063073 Test Error: 0.011683344841003418
- -----
- EPOCH: 32
- B/E: 0 / 32 , Gen_loss: -0.3407808 MI_loss: 20.72649 Detection error: 0.012250006198883057 time: 1:08:59.686720
- B/E: 1 / 32 , Gen_loss: -0.25049624 MI_loss: 15.983054 Detection error: 0.0162656307220459 time: 1:09:04.706779
- B/E: 2 / 32 , Gen_loss: -0.33314374 MI_loss: 20.286581 Detection error: 0.014312505722045898 time: 1:09:05.632557
- B/E: 3 / 32 , Gen_loss: -0.31836736 MI_loss: 19.668901 Detection error: 0.01455467939376831 time: 1:09:06.382081
- B/E: 4 / 32 , Gen_loss: -0.32014155 MI_loss: 19.641466 Detection error: 0.014299988746643066 time: 1:09:07.139340
- B/E: 5 / 32 , Gen_loss: -0.32360604 MI_loss: 19.880095 Detection error: 0.013890624046325684 time: 1:09:07.890542
- B/E: 6 / 32 , Gen_loss: -0.33296272 MI_loss: 20.505919 Detection error: 0.013683021068572998 time: 1:09:08.733183
- B/E: 7 / 32 , Gen_loss: -0.33207646 MI_loss: 20.325146 Detection error: 0.013628900051116943 time: 1:09:09.588574
- B/E: 8 / 32 , Gen_loss: -0.32739994 MI_loss: 20.03988 Detection error: 0.013274312019348145 time: 1:09:10.444755
- B/E: 9 / 32 , Gen_loss: -0.32636327 MI_loss: 20.047375 Detection error: 0.013046860694885254 time: 1:09:11.300629
- B/E: 10 / 32 , Gen_loss: -0.3452693 MI_loss: 21.217447 Detection error: 0.012946009635925293 time: 1:09:12.167345
- B/E: 11 / 32 , Gen_loss: -0.32701853 MI_loss: 19.964622 Detection error: 0.01286458969116211 time: 1:09:13.024104
- B/E: 12 / 32 , Gen_loss: -0.3330725 MI_loss: 20.457365 Detection error: 0.012850940227508545 time: 1:09:13.880723
- B/E: 13 / 32 , Gen_loss: -0.33456954 MI_loss: 20.356441 Detection error: 0.012732148170471191 time: 1:09:14.773139
- B/E: 14 / 32 , Gen_loss: -0.3314813 MI_loss: 20.202662 Detection error: 0.012658357620239258 time: 1:09:15.628769
- B/E: 15 / 32 , Gen_loss: -0.33752295 MI_loss: 20.48746 Detection error: 0.012550771236419678 time: 1:09:16.483398
- B/E: 16 / 32 , Gen_loss: -0.3509904 MI_loss: 21.284294 Detection error: 0.012465059757232666 time: 1:09:17.340190
- B/E: 17 / 32 , Gen_loss: -0.34132254 MI_loss: 20.694723 Detection error: 0.012364566326141357 time: 1:09:18.198505
- B/E: 18 / 32 , Gen_loss: -0.33363304 MI_loss: 20.440529 Detection error: 0.012276291847229004 time: 1:09:19.145530
- B/E: 19 / 32 , Gen_loss: -0.32538036 MI_loss: 19.79817 Detection error: 0.01226872205734253 time: 1:09:19.933135
- B/E: 20 / 32 , Gen_loss: -0.34019768 MI_loss: 20.566769 Detection error: 0.012206852436065674 time: 1:09:20.704947
- B/E: 21 / 32 , Gen_loss: -0.3344337 MI_loss: 20.293476 Detection error: 0.012196004390716553 time: 1:09:21.531009
- B/E: 22 / 32 , Gen_loss: -0.3491624 MI_loss: 21.307547 Detection error: 0.01216578483581543 time: 1:09:22.384502
- B/E: 23 / 32 , Gen_loss: -0.34178224 MI_loss: 20.69713 Detection error: 0.012136697769165039 time: 1:09:23.238368
- B/E: 24 / 32 , Gen_loss: -0.34587142 MI_loss: 20.96457 Detection error: 0.012131273746490479 time: 1:09:24.092971
- B/E: 25 / 32 , Gen_loss: -0.3345931 MI_loss: 20.371944 Detection error: 0.012114167213439941 time: 1:09:24.896269
- B/E: 26 / 32 , Gen_loss: -0.32975832 MI_loss: 20.121513 Detection error: 0.012148141860961914 time: 1:09:25.644023
- B/E: 27 / 32 , Gen_loss: -0.33837536 MI_loss: 20.742891 Detection error: 0.012135028839111328 time: 1:09:26.390895
- B/E: 28 / 32 , Gen_loss: -0.3430315 MI_loss: 20.861666 Detection error: 0.0121002197265625 time: 1:09:27.138632
- B/E: 29 / 32 , Gen_loss: -0.3472485 MI_loss: 21.194885 Detection error: 0.01209169626235962 time: 1:09:27.891737
- B/E: 30 / 32 , Gen_loss: -0.3413284 MI_loss: 20.829071 Detection error: 0.01206350326538086 time: 1:09:28.640585
- B/E: 31 / 32 , Gen_loss: -0.3413465 MI_loss: 20.720198 Detection error: 0.01201564073562622 time: 1:09:29.490532
- B/E: 32 / 32 , Gen_loss: -0.33455232 MI_loss: 20.466694 Detection error: 0.012016117572784424 time: 1:09:30.334340
- B/E: 33 / 32 , Gen_loss: -0.3388996 MI_loss: 20.566324 Detection error: 0.011973321437835693 time: 1:09:31.138227
- B/E: 34 / 32 , Gen_loss: -0.34574968 MI_loss: 20.982357 Detection error: 0.011979460716247559 time: 1:09:31.889585
- B/E: 35 / 32 , Gen_loss: -0.34833685 MI_loss: 20.98477 Detection error: 0.011935770511627197 time: 1:09:32.647240
- B/E: 36 / 32 , Gen_loss: -0.34281397 MI_loss: 20.719238 Detection error: 0.011911332607269287 time: 1:09:33.400593
- B/E: 37 / 32 , Gen_loss: -0.3368565 MI_loss: 20.376589 Detection error: 0.011902153491973877 time: 1:09:34.269858
- B/E: 38 / 32 , Gen_loss: -0.3381509 MI_loss: 20.63111 Detection error: 0.011907875537872314 time: 1:09:35.120736
- B/E: 39 / 32 , Gen_loss: -0.3477992 MI_loss: 21.097166 Detection error: 0.011874973773956299 time: 1:09:35.868270
- B/E: 40 / 32 , Gen_loss: -0.35123187 MI_loss: 21.314198 Detection error: 0.011858224868774414 time: 1:09:36.629494
- B/E: 41 / 32 , Gen_loss: -0.34467855 MI_loss: 20.97747 Detection error: 0.011857151985168457 time: 1:09:37.379753
- B/E: 42 / 32 , Gen_loss: -0.3458877 MI_loss: 21.010826 Detection error: 0.01182776689529419 time: 1:09:38.164734
- B/E: 43 / 32 , Gen_loss: -0.34031284 MI_loss: 20.601833 Detection error: 0.011824548244476318 time: 1:09:39.020077
- B/E: 44 / 32 , Gen_loss: -0.3441577 MI_loss: 20.93146 Detection error: 0.011823594570159912 time: 1:09:39.879327
- B/E: 45 / 32 , Gen_loss: -0.34126288 MI_loss: 20.735733 Detection error: 0.011844456195831299 time: 1:09:40.759685
- B/E: 46 / 32 , Gen_loss: -0.3404038 MI_loss: 20.518948 Detection error: 0.011843085289001465 time: 1:09:41.615152
- B/E: 47 / 32 , Gen_loss: -0.34188557 MI_loss: 20.700876 Detection error: 0.011819660663604736 time: 1:09:42.470689
- B/E: 48 / 32 , Gen_loss: -0.3399809 MI_loss: 20.780214 Detection error: 0.011819541454315186 time: 1:09:43.406234
- B/E: 49 / 32 , Gen_loss: -0.34487215 MI_loss: 21.06851 Detection error: 0.01184689998626709 time: 1:09:44.268900
- B/E: 50 / 32 , Gen_loss: -0.34107813 MI_loss: 20.745373 Detection error: 0.01183086633682251 time: 1:09:45.125543
- B/E: 51 / 32 , Gen_loss: -0.3469035 MI_loss: 21.234732 Detection error: 0.01182931661605835 time: 1:09:45.981120
- B/E: 52 / 32 , Gen_loss: -0.35602602 MI_loss: 21.48396 Detection error: 0.011810719966888428 time: 1:09:46.836702
- B/E: 53 / 32 , Gen_loss: -0.34546685 MI_loss: 20.978752 Detection error: 0.011811316013336182 time: 1:09:47.697639
- B/E: 54 / 32 , Gen_loss: -0.34445187 MI_loss: 20.918346 Detection error: 0.011799991130828857 time: 1:09:48.486906
- B/E: 55 / 32 , Gen_loss: -0.350086 MI_loss: 21.16309 Detection error: 0.011792957782745361 time: 1:09:49.247887
- B/E: 56 / 32 , Gen_loss: -0.35112995 MI_loss: 21.358482 Detection error: 0.011767566204071045 time: 1:09:49.998422
- B/E: 57 / 32 , Gen_loss: -0.34861007 MI_loss: 21.153582 Detection error: 0.01175755262374878 time: 1:09:50.749144
- B/E: 58 / 32 , Gen_loss: -0.33935896 MI_loss: 20.427021 Detection error: 0.011752665042877197 time: 1:09:51.606971
- B/E: 59 / 32 , Gen_loss: -0.35287392 MI_loss: 21.426685 Detection error: 0.011767208576202393 time: 1:09:52.460726
- B/E: 60 / 32 , Gen_loss: -0.3472678 MI_loss: 20.958035 Detection error: 0.011755645275115967 time: 1:09:53.315441
- B/E: 61 / 32 , Gen_loss: -0.33413383 MI_loss: 20.38784 Detection error: 0.011746466159820557 time: 1:09:54.182514
- B/E: 62 / 32 , Gen_loss: -0.33787718 MI_loss: 20.53147 Detection error: 0.011752963066101074 time: 1:09:55.040497
- B/E: 63 / 32 , Gen_loss: -0.34830314 MI_loss: 21.059883 Detection error: 0.011741697788238525 time: 1:09:55.985590
- B/E: 64 / 32 , Gen_loss: -0.33623636 MI_loss: 20.409924 Detection error: 0.01174229383468628 time: 1:09:56.845203
- B/E: 65 / 32 , Gen_loss: -0.34763932 MI_loss: 20.98769 Detection error: 0.011735796928405762 time: 1:09:57.652202
- B/E: 66 / 32 , Gen_loss: -0.34451312 MI_loss: 20.90985 Detection error: 0.011717796325683594 time: 1:09:58.437658
- B/E: 67 / 32 , Gen_loss: -0.34270793 MI_loss: 20.722557 Detection error: 0.011702179908752441 time: 1:09:59.190537
- B/E: 68 / 32 , Gen_loss: -0.3314236 MI_loss: 20.115095 Detection error: 0.011695623397827148 time: 1:09:59.962296
- B/E: 69 / 32 , Gen_loss: -0.3535158 MI_loss: 21.454283 Detection error: 0.011700451374053955 time: 1:10:00.716503
- B/E: 70 / 32 , Gen_loss: -0.342666 MI_loss: 20.800392 Detection error: 0.011691927909851074 time: 1:10:01.486416
- B/E: 71 / 32 , Gen_loss: -0.3403097 MI_loss: 20.604153 Detection error: 0.011694014072418213 time: 1:10:02.236645
- B/E: 72 / 32 , Gen_loss: -0.34715348 MI_loss: 21.155306 Detection error: 0.011700332164764404 time: 1:10:03.086733
- B/E: 73 / 32 , Gen_loss: -0.35053122 MI_loss: 21.287535 Detection error: 0.011692583560943604 time: 1:10:03.942684
- B/E: 74 / 32 , Gen_loss: -0.34444216 MI_loss: 21.009117 Detection error: 0.01169586181640625 time: 1:10:04.799630
- B/E: 75 / 32 , Gen_loss: -0.3477246 MI_loss: 21.197912 Detection error: 0.01168668270111084 time: 1:10:05.652213
- B/E: 76 / 32 , Gen_loss: -0.3327536 MI_loss: 20.297503 Detection error: 0.011692345142364502 time: 1:10:06.509534
- B/E: 77 / 32 , Gen_loss: -0.35114068 MI_loss: 21.264011 Detection error: 0.011686325073242188 time: 1:10:07.362537
- B/E: 78 / 32 , Gen_loss: -0.34214076 MI_loss: 20.64175 Detection error: 0.011681199073791504 time: 1:10:08.216965
- B/E: 79 / 32 , Gen_loss: -0.34742135 MI_loss: 21.135584 Detection error: 0.011690616607666016 time: 1:10:09.169980
- B/E: 80 / 32 , Gen_loss: -0.3453478 MI_loss: 20.903555 Detection error: 0.011699080467224121 time: 1:10:10.026723
- B/E: 81 / 32 , Gen_loss: -0.34424755 MI_loss: 20.952425 Detection error: 0.011693239212036133 time: 1:10:10.795300
- B/E: 82 / 32 , Gen_loss: -0.3422142 MI_loss: 20.923086 Detection error: 0.011687099933624268 time: 1:10:11.553221
- B/E: 83 / 32 , Gen_loss: -0.3447234 MI_loss: 21.045048 Detection error: 0.011692702770233154 time: 1:10:12.305647
- B/E: 84 / 32 , Gen_loss: -0.3370874 MI_loss: 20.62479 Detection error: 0.011687874794006348 time: 1:10:13.055911
- B/E: 85 / 32 , Gen_loss: -0.34908614 MI_loss: 21.181108 Detection error: 0.011671483516693115 time: 1:10:13.812151
- B/E: 86 / 32 , Gen_loss: -0.34605822 MI_loss: 21.019348 Detection error: 0.011674225330352783 time: 1:10:14.562629
- B/E: 87 / 32 , Gen_loss: -0.35732153 MI_loss: 21.666737 Detection error: 0.011650919914245605 time: 1:10:15.315549
- B/E: 88 / 32 , Gen_loss: -0.34301683 MI_loss: 20.733494 Detection error: 0.011643946170806885 time: 1:10:16.067692
- B/E: 89 / 32 , Gen_loss: -0.33019048 MI_loss: 20.052073 Detection error: 0.011660754680633545 time: 1:10:16.818750
- B/E: 90 / 32 , Gen_loss: -0.34489378 MI_loss: 20.825474 Detection error: 0.011651456356048584 time: 1:10:17.574281
- B/E: 91 / 32 , Gen_loss: -0.33498472 MI_loss: 20.398636 Detection error: 0.011648118495941162 time: 1:10:18.422843
- B/E: 92 / 32 , Gen_loss: -0.336093 MI_loss: 20.32413 Detection error: 0.011642158031463623 time: 1:10:19.276681
- B/E: 93 / 32 , Gen_loss: -0.3356952 MI_loss: 20.235054 Detection error: 0.011640965938568115 time: 1:10:20.133614
- B/E: 94 / 32 , Gen_loss: -0.3371436 MI_loss: 20.656021 Detection error: 0.01165097951889038 time: 1:10:20.991284
- B/E: 95 / 32 , Gen_loss: -0.34002903 MI_loss: 20.729782 Detection error: 0.011654317378997803 time: 1:10:21.941728
- B/E: 96 / 32 , Gen_loss: -0.34140825 MI_loss: 20.74131 Detection error: 0.011646926403045654 time: 1:10:22.798583
- B/E: 97 / 32 , Gen_loss: -0.34143242 MI_loss: 20.828259 Detection error: 0.011639654636383057 time: 1:10:23.656113
- B/E: 98 / 32 , Gen_loss: -0.34037277 MI_loss: 20.579435 Detection error: 0.011622130870819092 time: 1:10:24.511146
- B/E: 99 / 32 , Gen_loss: -0.35477468 MI_loss: 21.453617 Detection error: 0.011619985103607178 time: 1:10:25.402498
- B/E: 100 / 32 , Gen_loss: -0.35718885 MI_loss: 21.755083 Detection error: 0.011615395545959473 time: 1:10:26.259198
- B/E: 101 / 32 , Gen_loss: -0.34075385 MI_loss: 20.63519 Detection error: 0.01162099838256836 time: 1:10:27.115717
- B/E: 102 / 32 , Gen_loss: -0.33971858 MI_loss: 20.735485 Detection error: 0.011624693870544434 time: 1:10:27.976882
- B/E: 103 / 32 , Gen_loss: -0.34527 MI_loss: 20.971163 Detection error: 0.011623501777648926 time: 1:10:28.837229
- B/E: 104 / 32 , Gen_loss: -0.34495708 MI_loss: 20.840633 Detection error: 0.01162409782409668 time: 1:10:29.694086
- B/E: 105 / 32 , Gen_loss: -0.34606588 MI_loss: 21.028553 Detection error: 0.011624395847320557 time: 1:10:30.552945
- B/E: 106 / 32 , Gen_loss: -0.33541152 MI_loss: 20.451603 Detection error: 0.011629104614257812 time: 1:10:31.411838
- B/E: 107 / 32 , Gen_loss: -0.35108116 MI_loss: 21.392265 Detection error: 0.011634528636932373 time: 1:10:32.290406
- B/E: 108 / 32 , Gen_loss: -0.3365972 MI_loss: 20.268456 Detection error: 0.011633872985839844 time: 1:10:33.150314
- B/E: 109 / 32 , Gen_loss: -0.34196603 MI_loss: 20.703003 Detection error: 0.011629283428192139 time: 1:10:34.008095
- B/E: 110 / 32 , Gen_loss: -0.33664742 MI_loss: 20.452042 Detection error: 0.011621057987213135 time: 1:10:34.866479
- B/E: 111 / 32 , Gen_loss: -0.3487338 MI_loss: 21.175323 Detection error: 0.011617481708526611 time: 1:10:35.825869
- B/E: 112 / 32 , Gen_loss: -0.34186015 MI_loss: 20.676382 Detection error: 0.011614739894866943 time: 1:10:36.686477
- B/E: 113 / 32 , Gen_loss: -0.34549513 MI_loss: 21.17371 Detection error: 0.011626899242401123 time: 1:10:37.543451
- B/E: 114 / 32 , Gen_loss: -0.34073332 MI_loss: 20.753885 Detection error: 0.011626601219177246 time: 1:10:38.366207
- B/E: 115 / 32 , Gen_loss: -0.3322441 MI_loss: 20.176153 Detection error: 0.01162499189376831 time: 1:10:39.210489
- B/E: 116 / 32 , Gen_loss: -0.34223357 MI_loss: 20.735443 Detection error: 0.011626064777374268 time: 1:10:40.067334
- B/E: 117 / 32 , Gen_loss: -0.3349599 MI_loss: 20.498173 Detection error: 0.011632144451141357 time: 1:10:40.926194
- B/E: 118 / 32 , Gen_loss: -0.34084517 MI_loss: 20.586819 Detection error: 0.011619746685028076 time: 1:10:41.785185
- B/E: 119 / 32 , Gen_loss: -0.34040242 MI_loss: 20.69153 Detection error: 0.011612772941589355 time: 1:10:42.643781
- B/E: 120 / 32 , Gen_loss: -0.32805085 MI_loss: 19.908602 Detection error: 0.011607706546783447 time: 1:10:43.503162
- B/E: 121 / 32 , Gen_loss: -0.3471366 MI_loss: 21.165854 Detection error: 0.011611402034759521 time: 1:10:44.363638
- B/E: 122 / 32 , Gen_loss: -0.34381774 MI_loss: 20.802649 Detection error: 0.011604666709899902 time: 1:10:45.170061
- B/E: 123 / 32 , Gen_loss: -0.35119048 MI_loss: 21.243515 Detection error: 0.011606872081756592 time: 1:10:45.920377
- B/E: 124 / 32 , Gen_loss: -0.3431756 MI_loss: 20.932005 Detection error: 0.011610746383666992 time: 1:10:46.669224
- B/E: 125 / 32 , Gen_loss: -0.34129435 MI_loss: 20.709957 Detection error: 0.011611104011535645 time: 1:10:47.425438
- B/E: 126 / 32 , Gen_loss: -0.34518406 MI_loss: 21.09391 Detection error: 0.011621296405792236 time: 1:10:48.270143
- B/E: 127 / 32 , Gen_loss: -0.3508355 MI_loss: 21.28968 Detection error: 0.01161569356918335 time: 1:10:49.123913
- B/E: 128 / 32 , Gen_loss: -0.33753675 MI_loss: 20.52032 Detection error: 0.01161867380142212 time: 1:10:49.972217
- B/E: 129 / 32 , Gen_loss: -0.339542 MI_loss: 20.686966 Detection error: 0.011618256568908691 time: 1:10:50.835552
- B/E: 130 / 32 , Gen_loss: -0.34537625 MI_loss: 20.965075 Detection error: 0.011625230312347412 time: 1:10:51.635564
- B/E: 131 / 32 , Gen_loss: -0.34020597 MI_loss: 20.561016 Detection error: 0.011624515056610107 time: 1:10:52.419862
- B/E: 132 / 32 , Gen_loss: -0.3402001 MI_loss: 20.645302 Detection error: 0.011624276638031006 time: 1:10:53.170123
- B/E: 133 / 32 , Gen_loss: -0.3453359 MI_loss: 21.068022 Detection error: 0.011626183986663818 time: 1:10:53.918192
- B/E: 134 / 32 , Gen_loss: -0.33678463 MI_loss: 20.540731 Detection error: 0.011632382869720459 time: 1:10:54.675051
- B/E: 135 / 32 , Gen_loss: -0.34327883 MI_loss: 20.866135 Detection error: 0.011629343032836914 time: 1:10:55.427444
- B/E: 136 / 32 , Gen_loss: -0.344351 MI_loss: 20.917442 Detection error: 0.011632978916168213 time: 1:10:56.256026
- B/E: 137 / 32 , Gen_loss: -0.34076047 MI_loss: 20.783714 Detection error: 0.011635661125183105 time: 1:10:57.116715
- B/E: 138 / 32 , Gen_loss: -0.3477101 MI_loss: 21.125118 Detection error: 0.011638045310974121 time: 1:10:57.973689
- B/E: 139 / 32 , Gen_loss: -0.35024387 MI_loss: 21.314512 Detection error: 0.011642396450042725 time: 1:10:58.866457
- B/E: 140 / 32 , Gen_loss: -0.3391744 MI_loss: 20.550003 Detection error: 0.011642932891845703 time: 1:10:59.724774
- B/E: 141 / 32 , Gen_loss: -0.34033313 MI_loss: 20.597458 Detection error: 0.011640608310699463 time: 1:11:00.585378
- B/E: 142 / 32 , Gen_loss: -0.34900448 MI_loss: 21.211052 Detection error: 0.011637449264526367 time: 1:11:01.444105
- B/E: 143 / 32 , Gen_loss: -0.36085352 MI_loss: 21.89037 Detection error: 0.011638224124908447 time: 1:11:02.330162
- B/E: 144 / 32 , Gen_loss: -0.34208435 MI_loss: 20.889376 Detection error: 0.011642694473266602 time: 1:11:03.082156
- B/E: 145 / 32 , Gen_loss: -0.3376637 MI_loss: 20.592136 Detection error: 0.011642992496490479 time: 1:11:03.839576
- B/E: 146 / 32 , Gen_loss: -0.35053667 MI_loss: 21.27172 Detection error: 0.01164180040359497 time: 1:11:04.632588
- B/E: 147 / 32 , Gen_loss: -0.3508912 MI_loss: 21.263277 Detection error: 0.011638939380645752 time: 1:11:05.407479
- B/E: 148 / 32 , Gen_loss: -0.33746767 MI_loss: 20.435087 Detection error: 0.01164323091506958 time: 1:11:06.250359
- B/E: 149 / 32 , Gen_loss: -0.34529132 MI_loss: 20.977863 Detection error: 0.011646866798400879 time: 1:11:07.105533
-
- Test Loss: 13.053111 Test Error: 0.011725008487701416
- -----
- EPOCH: 33
- B/E: 0 / 33 , Gen_loss: -0.35033032 MI_loss: 21.35759 Detection error: 0.012687504291534424 time: 1:11:09.099299
- B/E: 1 / 33 , Gen_loss: -0.28102583 MI_loss: 17.89495 Detection error: 0.016312479972839355 time: 1:11:14.314758
- B/E: 2 / 33 , Gen_loss: -0.3270373 MI_loss: 19.87366 Detection error: 0.014583349227905273 time: 1:11:15.189120
- B/E: 3 / 33 , Gen_loss: -0.3271474 MI_loss: 20.00492 Detection error: 0.014539062976837158 time: 1:11:16.059242
- B/E: 4 / 33 , Gen_loss: -0.31437823 MI_loss: 19.222815 Detection error: 0.01445627212524414 time: 1:11:16.933055
- B/E: 5 / 33 , Gen_loss: -0.33545145 MI_loss: 20.501028 Detection error: 0.01391148567199707 time: 1:11:17.889779
- B/E: 6 / 33 , Gen_loss: -0.32623765 MI_loss: 19.973602 Detection error: 0.01367408037185669 time: 1:11:18.749156
- B/E: 7 / 33 , Gen_loss: -0.3351002 MI_loss: 20.51766 Detection error: 0.013570308685302734 time: 1:11:19.607541
- B/E: 8 / 33 , Gen_loss: -0.3310263 MI_loss: 20.232748 Detection error: 0.013277769088745117 time: 1:11:20.469224
- B/E: 9 / 33 , Gen_loss: -0.3208137 MI_loss: 19.653625 Detection error: 0.013059377670288086 time: 1:11:21.327155
- B/E: 10 / 33 , Gen_loss: -0.33404225 MI_loss: 20.428516 Detection error: 0.01294034719467163 time: 1:11:22.187203
- B/E: 11 / 33 , Gen_loss: -0.33978727 MI_loss: 20.770506 Detection error: 0.012802064418792725 time: 1:11:22.970733
- B/E: 12 / 33 , Gen_loss: -0.33849034 MI_loss: 20.601965 Detection error: 0.012790858745574951 time: 1:11:23.746599
- B/E: 13 / 33 , Gen_loss: -0.34561056 MI_loss: 20.996483 Detection error: 0.012678563594818115 time: 1:11:24.497818
- B/E: 14 / 33 , Gen_loss: -0.33465558 MI_loss: 20.32052 Detection error: 0.012608349323272705 time: 1:11:25.259855
- B/E: 15 / 33 , Gen_loss: -0.34913868 MI_loss: 21.15075 Detection error: 0.012535154819488525 time: 1:11:26.006845
- B/E: 16 / 33 , Gen_loss: -0.33759797 MI_loss: 20.476603 Detection error: 0.012408077716827393 time: 1:11:26.754553
- B/E: 17 / 33 , Gen_loss: -0.34072578 MI_loss: 20.758604 Detection error: 0.01231074333190918 time: 1:11:27.548248
- B/E: 18 / 33 , Gen_loss: -0.33394328 MI_loss: 20.318874 Detection error: 0.012238502502441406 time: 1:11:28.297768
- B/E: 19 / 33 , Gen_loss: -0.33614677 MI_loss: 20.543947 Detection error: 0.012184381484985352 time: 1:11:29.046753
- B/E: 20 / 33 , Gen_loss: -0.33897653 MI_loss: 20.451263 Detection error: 0.012163698673248291 time: 1:11:29.882974
- B/E: 21 / 33 , Gen_loss: -0.35064697 MI_loss: 21.275537 Detection error: 0.012153387069702148 time: 1:11:30.722920
- B/E: 22 / 33 , Gen_loss: -0.34249938 MI_loss: 20.64927 Detection error: 0.012093722820281982 time: 1:11:31.612927
- B/E: 23 / 33 , Gen_loss: -0.33845833 MI_loss: 20.360224 Detection error: 0.01211458444595337 time: 1:11:32.475630
- B/E: 24 / 33 , Gen_loss: -0.33220544 MI_loss: 20.17599 Detection error: 0.012093722820281982 time: 1:11:33.334331
- B/E: 25 / 33 , Gen_loss: -0.3310063 MI_loss: 19.956257 Detection error: 0.012056469917297363 time: 1:11:34.193551
- B/E: 26 / 33 , Gen_loss: -0.32874292 MI_loss: 19.922699 Detection error: 0.012086808681488037 time: 1:11:35.057324
- B/E: 27 / 33 , Gen_loss: -0.35321513 MI_loss: 21.59407 Detection error: 0.012080371379852295 time: 1:11:35.912530
- B/E: 28 / 33 , Gen_loss: -0.3479096 MI_loss: 21.199781 Detection error: 0.012057125568389893 time: 1:11:36.767938
- B/E: 29 / 33 , Gen_loss: -0.34536377 MI_loss: 20.974724 Detection error: 0.012036442756652832 time: 1:11:37.624671
- B/E: 30 / 33 , Gen_loss: -0.33372217 MI_loss: 20.206627 Detection error: 0.011999011039733887 time: 1:11:38.501599
- B/E: 31 / 33 , Gen_loss: -0.3435673 MI_loss: 20.848156 Detection error: 0.011947274208068848 time: 1:11:39.362740
- B/E: 32 / 33 , Gen_loss: -0.33637202 MI_loss: 20.390934 Detection error: 0.011959254741668701 time: 1:11:40.220652
- B/E: 33 / 33 , Gen_loss: -0.34132177 MI_loss: 20.548885 Detection error: 0.01189887523651123 time: 1:11:41.076500
- B/E: 34 / 33 , Gen_loss: -0.34089264 MI_loss: 20.749043 Detection error: 0.011898219585418701 time: 1:11:41.935005
- B/E: 35 / 33 , Gen_loss: -0.3412047 MI_loss: 20.66646 Detection error: 0.011867165565490723 time: 1:11:42.795146
- B/E: 36 / 33 , Gen_loss: -0.3304331 MI_loss: 20.125029 Detection error: 0.011851370334625244 time: 1:11:43.752831
- B/E: 37 / 33 , Gen_loss: -0.3420003 MI_loss: 20.59122 Detection error: 0.011822342872619629 time: 1:11:44.611611
- B/E: 38 / 33 , Gen_loss: -0.33061856 MI_loss: 20.1528 Detection error: 0.01184934377670288 time: 1:11:45.471457
- B/E: 39 / 33 , Gen_loss: -0.3451766 MI_loss: 20.841356 Detection error: 0.011821866035461426 time: 1:11:46.334769
- B/E: 40 / 33 , Gen_loss: -0.3418303 MI_loss: 20.692068 Detection error: 0.011800289154052734 time: 1:11:47.193895
- B/E: 41 / 33 , Gen_loss: -0.34140268 MI_loss: 20.751575 Detection error: 0.011810243129730225 time: 1:11:48.054778
- B/E: 42 / 33 , Gen_loss: -0.34535325 MI_loss: 20.886356 Detection error: 0.011786341667175293 time: 1:11:48.913294
- B/E: 43 / 33 , Gen_loss: -0.3379744 MI_loss: 20.402178 Detection error: 0.011784791946411133 time: 1:11:49.774465
- B/E: 44 / 33 , Gen_loss: -0.3477888 MI_loss: 21.231983 Detection error: 0.011778473854064941 time: 1:11:50.653046
- B/E: 45 / 33 , Gen_loss: -0.35022637 MI_loss: 21.230371 Detection error: 0.011785328388214111 time: 1:11:51.509114
- B/E: 46 / 33 , Gen_loss: -0.3432711 MI_loss: 20.881983 Detection error: 0.01177126169204712 time: 1:11:52.364631
- B/E: 47 / 33 , Gen_loss: -0.3354466 MI_loss: 20.360985 Detection error: 0.011748075485229492 time: 1:11:53.219017
- B/E: 48 / 33 , Gen_loss: -0.33885264 MI_loss: 20.566906 Detection error: 0.011751890182495117 time: 1:11:54.077611
- B/E: 49 / 33 , Gen_loss: -0.3321944 MI_loss: 20.215193 Detection error: 0.01175999641418457 time: 1:11:54.932976
- B/E: 50 / 33 , Gen_loss: -0.3478774 MI_loss: 20.986664 Detection error: 0.011750638484954834 time: 1:11:55.788160
- B/E: 51 / 33 , Gen_loss: -0.33622593 MI_loss: 20.630924 Detection error: 0.011747598648071289 time: 1:11:56.643088
- B/E: 52 / 33 , Gen_loss: -0.35729486 MI_loss: 21.645454 Detection error: 0.011723458766937256 time: 1:11:57.594224
- B/E: 53 / 33 , Gen_loss: -0.3491169 MI_loss: 21.235971 Detection error: 0.011732041835784912 time: 1:11:58.451702
- B/E: 54 / 33 , Gen_loss: -0.35160896 MI_loss: 21.393232 Detection error: 0.01172327995300293 time: 1:11:59.309552
- B/E: 55 / 33 , Gen_loss: -0.33457106 MI_loss: 20.316391 Detection error: 0.011713743209838867 time: 1:12:00.179991
- B/E: 56 / 33 , Gen_loss: -0.33567026 MI_loss: 20.48132 Detection error: 0.011700093746185303 time: 1:12:01.046488
- B/E: 57 / 33 , Gen_loss: -0.35091862 MI_loss: 21.354912 Detection error: 0.011688590049743652 time: 1:12:01.927946
- B/E: 58 / 33 , Gen_loss: -0.3417987 MI_loss: 20.688099 Detection error: 0.011671066284179688 time: 1:12:02.723473
- B/E: 59 / 33 , Gen_loss: -0.3419237 MI_loss: 20.90584 Detection error: 0.011694788932800293 time: 1:12:03.498145
- B/E: 60 / 33 , Gen_loss: -0.34255597 MI_loss: 20.750263 Detection error: 0.011687994003295898 time: 1:12:04.356692
- B/E: 61 / 33 , Gen_loss: -0.33835953 MI_loss: 20.580128 Detection error: 0.01166832447052002 time: 1:12:05.248538
- B/E: 62 / 33 , Gen_loss: -0.34983212 MI_loss: 21.323656 Detection error: 0.011665701866149902 time: 1:12:06.103407
- B/E: 63 / 33 , Gen_loss: -0.33602852 MI_loss: 20.379726 Detection error: 0.011666476726531982 time: 1:12:06.894932
- B/E: 64 / 33 , Gen_loss: -0.3378956 MI_loss: 20.779486 Detection error: 0.011666834354400635 time: 1:12:07.735850
- B/E: 65 / 33 , Gen_loss: -0.33496654 MI_loss: 20.300327 Detection error: 0.01166146993637085 time: 1:12:08.618578
- B/E: 66 / 33 , Gen_loss: -0.34243214 MI_loss: 20.835714 Detection error: 0.011653423309326172 time: 1:12:09.500180
- B/E: 67 / 33 , Gen_loss: -0.3501498 MI_loss: 21.333311 Detection error: 0.011629164218902588 time: 1:12:10.356017
- B/E: 68 / 33 , Gen_loss: -0.344233 MI_loss: 20.973322 Detection error: 0.0116349458694458 time: 1:12:11.294232
- B/E: 69 / 33 , Gen_loss: -0.34838828 MI_loss: 21.195103 Detection error: 0.01163792610168457 time: 1:12:12.172015
- B/E: 70 / 33 , Gen_loss: -0.33444268 MI_loss: 20.29565 Detection error: 0.011627197265625 time: 1:12:13.028753
- B/E: 71 / 33 , Gen_loss: -0.3429593 MI_loss: 20.691444 Detection error: 0.011634528636932373 time: 1:12:13.885110
- B/E: 72 / 33 , Gen_loss: -0.34155396 MI_loss: 20.78845 Detection error: 0.01163184642791748 time: 1:12:14.740819
- B/E: 73 / 33 , Gen_loss: -0.34098643 MI_loss: 20.764654 Detection error: 0.01163172721862793 time: 1:12:15.536882
- B/E: 74 / 33 , Gen_loss: -0.34628865 MI_loss: 21.269636 Detection error: 0.011629164218902588 time: 1:12:16.287794
- B/E: 75 / 33 , Gen_loss: -0.3405546 MI_loss: 20.567417 Detection error: 0.011616349220275879 time: 1:12:17.114079
- B/E: 76 / 33 , Gen_loss: -0.3371492 MI_loss: 20.603622 Detection error: 0.011627435684204102 time: 1:12:17.974293
- B/E: 77 / 33 , Gen_loss: -0.34244442 MI_loss: 20.832796 Detection error: 0.01162421703338623 time: 1:12:18.829512
- B/E: 78 / 33 , Gen_loss: -0.34316716 MI_loss: 20.743578 Detection error: 0.011613130569458008 time: 1:12:19.689530
- B/E: 79 / 33 , Gen_loss: -0.34462887 MI_loss: 20.937605 Detection error: 0.01162189245223999 time: 1:12:20.548982
- B/E: 80 / 33 , Gen_loss: -0.34226975 MI_loss: 20.698933 Detection error: 0.01162809133529663 time: 1:12:21.405994
- B/E: 81 / 33 , Gen_loss: -0.34405243 MI_loss: 20.639263 Detection error: 0.01161813735961914 time: 1:12:22.267691
- B/E: 82 / 33 , Gen_loss: -0.34681937 MI_loss: 21.046118 Detection error: 0.011610329151153564 time: 1:12:23.121774
- B/E: 83 / 33 , Gen_loss: -0.33388683 MI_loss: 20.335701 Detection error: 0.011614203453063965 time: 1:12:23.982755
- B/E: 84 / 33 , Gen_loss: -0.34194067 MI_loss: 20.677359 Detection error: 0.011606276035308838 time: 1:12:24.939679
- B/E: 85 / 33 , Gen_loss: -0.3523303 MI_loss: 21.19303 Detection error: 0.011590123176574707 time: 1:12:25.799339
- B/E: 86 / 33 , Gen_loss: -0.34660444 MI_loss: 20.970482 Detection error: 0.01159125566482544 time: 1:12:26.659314
- B/E: 87 / 33 , Gen_loss: -0.3525697 MI_loss: 21.338943 Detection error: 0.011577785015106201 time: 1:12:27.522867
- B/E: 88 / 33 , Gen_loss: -0.3360694 MI_loss: 20.357584 Detection error: 0.011564970016479492 time: 1:12:28.380391
- B/E: 89 / 33 , Gen_loss: -0.34942287 MI_loss: 21.26167 Detection error: 0.011570155620574951 time: 1:12:29.231246
- B/E: 90 / 33 , Gen_loss: -0.34424362 MI_loss: 20.84993 Detection error: 0.011576235294342041 time: 1:12:30.086190
- B/E: 91 / 33 , Gen_loss: -0.34323615 MI_loss: 20.804914 Detection error: 0.011574029922485352 time: 1:12:30.949879
- B/E: 92 / 33 , Gen_loss: -0.33098337 MI_loss: 20.093143 Detection error: 0.011562526226043701 time: 1:12:31.806392
- B/E: 93 / 33 , Gen_loss: -0.32445216 MI_loss: 19.770771 Detection error: 0.011564135551452637 time: 1:12:32.666174
- B/E: 94 / 33 , Gen_loss: -0.34192967 MI_loss: 20.873167 Detection error: 0.01157599687576294 time: 1:12:33.526108
- B/E: 95 / 33 , Gen_loss: -0.33372802 MI_loss: 20.256311 Detection error: 0.011583328247070312 time: 1:12:34.387275
- B/E: 96 / 33 , Gen_loss: -0.3350699 MI_loss: 20.338644 Detection error: 0.011577010154724121 time: 1:12:35.241680
- B/E: 97 / 33 , Gen_loss: -0.33972752 MI_loss: 20.760778 Detection error: 0.01156759262084961 time: 1:12:36.095119
- B/E: 98 / 33 , Gen_loss: -0.3409305 MI_loss: 20.700533 Detection error: 0.011552393436431885 time: 1:12:36.949604
- B/E: 99 / 33 , Gen_loss: -0.34106475 MI_loss: 20.614891 Detection error: 0.011550605297088623 time: 1:12:37.825951
- B/E: 100 / 33 , Gen_loss: -0.3413762 MI_loss: 20.722065 Detection error: 0.01155012845993042 time: 1:12:38.783081
- B/E: 101 / 33 , Gen_loss: -0.34572777 MI_loss: 20.962563 Detection error: 0.011556684970855713 time: 1:12:39.639134
- B/E: 102 / 33 , Gen_loss: -0.345551 MI_loss: 21.06633 Detection error: 0.011550068855285645 time: 1:12:40.494017
- B/E: 103 / 33 , Gen_loss: -0.33496982 MI_loss: 20.528507 Detection error: 0.011544764041900635 time: 1:12:41.353299
- B/E: 104 / 33 , Gen_loss: -0.34210166 MI_loss: 20.850786 Detection error: 0.01155000925064087 time: 1:12:42.211183
- B/E: 105 / 33 , Gen_loss: -0.34728062 MI_loss: 21.216068 Detection error: 0.011546850204467773 time: 1:12:43.068321
- B/E: 106 / 33 , Gen_loss: -0.34852916 MI_loss: 21.155914 Detection error: 0.011556088924407959 time: 1:12:43.927031
- B/E: 107 / 33 , Gen_loss: -0.33530176 MI_loss: 20.277163 Detection error: 0.011558473110198975 time: 1:12:44.784011
- B/E: 108 / 33 , Gen_loss: -0.333402 MI_loss: 20.150736 Detection error: 0.011560797691345215 time: 1:12:45.663870
- B/E: 109 / 33 , Gen_loss: -0.34554252 MI_loss: 21.014492 Detection error: 0.011555373668670654 time: 1:12:46.520194
- B/E: 110 / 33 , Gen_loss: -0.3429038 MI_loss: 20.780579 Detection error: 0.01154392957687378 time: 1:12:47.374404
- B/E: 111 / 33 , Gen_loss: -0.34457555 MI_loss: 20.968842 Detection error: 0.011546313762664795 time: 1:12:48.227362
- B/E: 112 / 33 , Gen_loss: -0.35544404 MI_loss: 21.518852 Detection error: 0.011537909507751465 time: 1:12:49.086196
- B/E: 113 / 33 , Gen_loss: -0.34761077 MI_loss: 21.208721 Detection error: 0.011546313762664795 time: 1:12:49.941361
- B/E: 114 / 33 , Gen_loss: -0.34607697 MI_loss: 21.08754 Detection error: 0.011549711227416992 time: 1:12:50.799350
- B/E: 115 / 33 , Gen_loss: -0.34923637 MI_loss: 20.988768 Detection error: 0.011536359786987305 time: 1:12:51.659267
- B/E: 116 / 33 , Gen_loss: -0.34023708 MI_loss: 20.570057 Detection error: 0.011540591716766357 time: 1:12:52.624685
- B/E: 117 / 33 , Gen_loss: -0.33811218 MI_loss: 20.658829 Detection error: 0.011544466018676758 time: 1:12:53.486462
- B/E: 118 / 33 , Gen_loss: -0.3544645 MI_loss: 21.337051 Detection error: 0.011536002159118652 time: 1:12:54.342235
- B/E: 119 / 33 , Gen_loss: -0.34459087 MI_loss: 20.928326 Detection error: 0.011533081531524658 time: 1:12:55.198829
- B/E: 120 / 33 , Gen_loss: -0.33806434 MI_loss: 20.519686 Detection error: 0.011529982089996338 time: 1:12:56.057121
- B/E: 121 / 33 , Gen_loss: -0.34245482 MI_loss: 20.74258 Detection error: 0.011529207229614258 time: 1:12:56.916053
- B/E: 122 / 33 , Gen_loss: -0.35506713 MI_loss: 21.517975 Detection error: 0.011525392532348633 time: 1:12:57.775182
- B/E: 123 / 33 , Gen_loss: -0.34308228 MI_loss: 20.899473 Detection error: 0.011520147323608398 time: 1:12:58.633557
- B/E: 124 / 33 , Gen_loss: -0.3455542 MI_loss: 21.024008 Detection error: 0.011524498462677002 time: 1:12:59.492507
- B/E: 125 / 33 , Gen_loss: -0.34148023 MI_loss: 20.755138 Detection error: 0.011528253555297852 time: 1:13:00.382085
- B/E: 126 / 33 , Gen_loss: -0.3446362 MI_loss: 20.90965 Detection error: 0.011534452438354492 time: 1:13:01.254002
- B/E: 127 / 33 , Gen_loss: -0.34380227 MI_loss: 20.999178 Detection error: 0.011532723903656006 time: 1:13:02.110243
- B/E: 128 / 33 , Gen_loss: -0.3446474 MI_loss: 21.05954 Detection error: 0.011536359786987305 time: 1:13:02.985483
- B/E: 129 / 33 , Gen_loss: -0.35333455 MI_loss: 21.408234 Detection error: 0.011541366577148438 time: 1:13:03.848331
- B/E: 130 / 33 , Gen_loss: -0.35038716 MI_loss: 21.243713 Detection error: 0.011548638343811035 time: 1:13:04.724997
- B/E: 131 / 33 , Gen_loss: -0.33114973 MI_loss: 20.08168 Detection error: 0.011548995971679688 time: 1:13:05.588349
- B/E: 132 / 33 , Gen_loss: -0.3425516 MI_loss: 20.822968 Detection error: 0.011543452739715576 time: 1:13:06.535852
- B/E: 133 / 33 , Gen_loss: -0.34630367 MI_loss: 21.11934 Detection error: 0.011548042297363281 time: 1:13:07.399160
- B/E: 134 / 33 , Gen_loss: -0.34689498 MI_loss: 21.019686 Detection error: 0.011552572250366211 time: 1:13:08.257918
- B/E: 135 / 33 , Gen_loss: -0.34333065 MI_loss: 20.91876 Detection error: 0.01154780387878418 time: 1:13:09.036991
- B/E: 136 / 33 , Gen_loss: -0.3435307 MI_loss: 20.873116 Detection error: 0.011550843715667725 time: 1:13:09.785850
- B/E: 137 / 33 , Gen_loss: -0.34143412 MI_loss: 20.783415 Detection error: 0.011560440063476562 time: 1:13:10.628511
- B/E: 138 / 33 , Gen_loss: -0.3356347 MI_loss: 20.387577 Detection error: 0.011562049388885498 time: 1:13:11.446189
- B/E: 139 / 33 , Gen_loss: -0.34777275 MI_loss: 21.08102 Detection error: 0.011571645736694336 time: 1:13:12.285319
- B/E: 140 / 33 , Gen_loss: -0.33175102 MI_loss: 20.253908 Detection error: 0.011568248271942139 time: 1:13:13.140355
- B/E: 141 / 33 , Gen_loss: -0.3344436 MI_loss: 20.229145 Detection error: 0.011569976806640625 time: 1:13:13.997577
- B/E: 142 / 33 , Gen_loss: -0.3432638 MI_loss: 20.847982 Detection error: 0.011567771434783936 time: 1:13:14.856932
- B/E: 143 / 33 , Gen_loss: -0.34420368 MI_loss: 21.02647 Detection error: 0.011568129062652588 time: 1:13:15.713842
- B/E: 144 / 33 , Gen_loss: -0.3437659 MI_loss: 20.966024 Detection error: 0.011576533317565918 time: 1:13:16.485986
- B/E: 145 / 33 , Gen_loss: -0.3361982 MI_loss: 20.265682 Detection error: 0.011572122573852539 time: 1:13:17.333373
- B/E: 146 / 33 , Gen_loss: -0.33881167 MI_loss: 20.580465 Detection error: 0.01157081127166748 time: 1:13:18.205988
- B/E: 147 / 33 , Gen_loss: -0.33645326 MI_loss: 20.518332 Detection error: 0.011573076248168945 time: 1:13:19.065832
- B/E: 148 / 33 , Gen_loss: -0.34495237 MI_loss: 21.084568 Detection error: 0.011575937271118164 time: 1:13:20.021046
- B/E: 149 / 33 , Gen_loss: -0.35443112 MI_loss: 21.557907 Detection error: 0.011577725410461426 time: 1:13:20.875096
-
- Test Loss: 12.97258 Test Error: 0.011500000953674316
- -----
- EPOCH: 34
- B/E: 0 / 34 , Gen_loss: -0.34255055 MI_loss: 20.703083 Detection error: 0.012312471866607666 time: 1:13:22.863029
- B/E: 1 / 34 , Gen_loss: -0.2908651 MI_loss: 18.191277 Detection error: 0.016328096389770508 time: 1:13:28.159533
- B/E: 2 / 34 , Gen_loss: -0.32725513 MI_loss: 19.72742 Detection error: 0.014520823955535889 time: 1:13:28.959003
- B/E: 3 / 34 , Gen_loss: -0.33194053 MI_loss: 20.210596 Detection error: 0.014320313930511475 time: 1:13:29.721116
- B/E: 4 / 34 , Gen_loss: -0.31644875 MI_loss: 19.418343 Detection error: 0.01416248083114624 time: 1:13:30.559790
- B/E: 5 / 34 , Gen_loss: -0.3371661 MI_loss: 20.731646 Detection error: 0.013734400272369385 time: 1:13:31.415919
- B/E: 6 / 34 , Gen_loss: -0.3299903 MI_loss: 20.135817 Detection error: 0.013477683067321777 time: 1:13:32.269902
- B/E: 7 / 34 , Gen_loss: -0.34405285 MI_loss: 20.992878 Detection error: 0.013421893119812012 time: 1:13:33.127052
- B/E: 8 / 34 , Gen_loss: -0.3331704 MI_loss: 20.28649 Detection error: 0.013090252876281738 time: 1:13:33.981570
- B/E: 9 / 34 , Gen_loss: -0.33006305 MI_loss: 20.161236 Detection error: 0.012937486171722412 time: 1:13:34.837614
- B/E: 10 / 34 , Gen_loss: -0.3437748 MI_loss: 20.95184 Detection error: 0.012860774993896484 time: 1:13:35.808178
- B/E: 11 / 34 , Gen_loss: -0.34945065 MI_loss: 21.207493 Detection error: 0.012729167938232422 time: 1:13:36.555358
- B/E: 12 / 34 , Gen_loss: -0.33154616 MI_loss: 20.315067 Detection error: 0.012774050235748291 time: 1:13:37.308535
- B/E: 13 / 34 , Gen_loss: -0.34774238 MI_loss: 21.109964 Detection error: 0.012616097927093506 time: 1:13:38.080681
- B/E: 14 / 34 , Gen_loss: -0.3473592 MI_loss: 21.117254 Detection error: 0.01256251335144043 time: 1:13:38.827033
- B/E: 15 / 34 , Gen_loss: -0.34337515 MI_loss: 20.839018 Detection error: 0.012480497360229492 time: 1:13:39.575863
- B/E: 16 / 34 , Gen_loss: -0.33742604 MI_loss: 20.573376 Detection error: 0.01241910457611084 time: 1:13:40.322001
- B/E: 17 / 34 , Gen_loss: -0.3361714 MI_loss: 20.324982 Detection error: 0.012326359748840332 time: 1:13:41.075302
- B/E: 18 / 34 , Gen_loss: -0.3469595 MI_loss: 20.934221 Detection error: 0.01221543550491333 time: 1:13:41.823428
- B/E: 19 / 34 , Gen_loss: -0.3401807 MI_loss: 20.838339 Detection error: 0.0121687650680542 time: 1:13:42.666277
- B/E: 20 / 34 , Gen_loss: -0.33672616 MI_loss: 20.425053 Detection error: 0.012139856815338135 time: 1:13:43.521008
- B/E: 21 / 34 , Gen_loss: -0.33954102 MI_loss: 20.776405 Detection error: 0.012143492698669434 time: 1:13:44.408585
- B/E: 22 / 34 , Gen_loss: -0.34733483 MI_loss: 21.005089 Detection error: 0.012084245681762695 time: 1:13:45.270690
- B/E: 23 / 34 , Gen_loss: -0.34651366 MI_loss: 20.939896 Detection error: 0.012063801288604736 time: 1:13:46.124772
- B/E: 24 / 34 , Gen_loss: -0.34803954 MI_loss: 21.12504 Detection error: 0.012042522430419922 time: 1:13:46.977831
- B/E: 25 / 34 , Gen_loss: -0.3339525 MI_loss: 20.220781 Detection error: 0.012031257152557373 time: 1:13:47.924831
- B/E: 26 / 34 , Gen_loss: -0.34221783 MI_loss: 20.796913 Detection error: 0.012046277523040771 time: 1:13:48.780423
- B/E: 27 / 34 , Gen_loss: -0.34417972 MI_loss: 21.017227 Detection error: 0.012031257152557373 time: 1:13:49.636876
- B/E: 28 / 34 , Gen_loss: -0.33713323 MI_loss: 20.479265 Detection error: 0.01200324296951294 time: 1:13:50.492619
- B/E: 29 / 34 , Gen_loss: -0.3370319 MI_loss: 20.350567 Detection error: 0.011977076530456543 time: 1:13:51.367607
- B/E: 30 / 34 , Gen_loss: -0.341635 MI_loss: 20.749119 Detection error: 0.01196068525314331 time: 1:13:52.229588
- B/E: 31 / 34 , Gen_loss: -0.3388092 MI_loss: 20.502142 Detection error: 0.011911153793334961 time: 1:13:53.088496
- B/E: 32 / 34 , Gen_loss: -0.33712444 MI_loss: 20.495422 Detection error: 0.011908173561096191 time: 1:13:53.951554
- B/E: 33 / 34 , Gen_loss: -0.3373472 MI_loss: 20.444405 Detection error: 0.01187223196029663 time: 1:13:54.810732
- B/E: 34 / 34 , Gen_loss: -0.35152 MI_loss: 21.31382 Detection error: 0.011851787567138672 time: 1:13:55.671651
- B/E: 35 / 34 , Gen_loss: -0.3353554 MI_loss: 20.399109 Detection error: 0.011827230453491211 time: 1:13:56.532388
- B/E: 36 / 34 , Gen_loss: -0.3541869 MI_loss: 21.50173 Detection error: 0.011792242527008057 time: 1:13:57.392737
- B/E: 37 / 34 , Gen_loss: -0.34928578 MI_loss: 21.214033 Detection error: 0.011785387992858887 time: 1:13:58.213727
- B/E: 38 / 34 , Gen_loss: -0.33613637 MI_loss: 20.255577 Detection error: 0.011808514595031738 time: 1:13:58.964301
- B/E: 39 / 34 , Gen_loss: -0.34736472 MI_loss: 21.054188 Detection error: 0.011782050132751465 time: 1:13:59.731346
- B/E: 40 / 34 , Gen_loss: -0.34321946 MI_loss: 20.96985 Detection error: 0.01176983118057251 time: 1:14:00.577817
- B/E: 41 / 34 , Gen_loss: -0.34648603 MI_loss: 21.222801 Detection error: 0.01177901029586792 time: 1:14:01.533971
- B/E: 42 / 34 , Gen_loss: -0.34004766 MI_loss: 20.50737 Detection error: 0.011755108833312988 time: 1:14:02.390008
- B/E: 43 / 34 , Gen_loss: -0.34178832 MI_loss: 20.68315 Detection error: 0.011752128601074219 time: 1:14:03.247645
- B/E: 44 / 34 , Gen_loss: -0.34294626 MI_loss: 20.908974 Detection error: 0.011766672134399414 time: 1:14:04.103830
- B/E: 45 / 34 , Gen_loss: -0.3416027 MI_loss: 20.885576 Detection error: 0.011764943599700928 time: 1:14:04.959542
- B/E: 46 / 34 , Gen_loss: -0.3391136 MI_loss: 20.71076 Detection error: 0.0117606520652771 time: 1:14:05.819431
- B/E: 47 / 34 , Gen_loss: -0.34381112 MI_loss: 20.842775 Detection error: 0.011743485927581787 time: 1:14:06.681551
- B/E: 48 / 34 , Gen_loss: -0.3507702 MI_loss: 21.371927 Detection error: 0.011744260787963867 time: 1:14:07.544490
- B/E: 49 / 34 , Gen_loss: -0.34038636 MI_loss: 20.925571 Detection error: 0.01174938678741455 time: 1:14:08.401611
- B/E: 50 / 34 , Gen_loss: -0.3394961 MI_loss: 20.64453 Detection error: 0.01175612211227417 time: 1:14:09.257367
- B/E: 51 / 34 , Gen_loss: -0.35212326 MI_loss: 21.35468 Detection error: 0.011740386486053467 time: 1:14:10.116668
- B/E: 52 / 34 , Gen_loss: -0.34516487 MI_loss: 20.91642 Detection error: 0.011720538139343262 time: 1:14:10.971515
- B/E: 53 / 34 , Gen_loss: -0.3547799 MI_loss: 21.46666 Detection error: 0.011729180812835693 time: 1:14:11.825416
- B/E: 54 / 34 , Gen_loss: -0.331856 MI_loss: 20.285244 Detection error: 0.011719346046447754 time: 1:14:12.682853
- B/E: 55 / 34 , Gen_loss: -0.34434152 MI_loss: 21.053905 Detection error: 0.011700868606567383 time: 1:14:13.537732
- B/E: 56 / 34 , Gen_loss: -0.3456101 MI_loss: 21.02431 Detection error: 0.011685311794281006 time: 1:14:14.397738
- B/E: 57 / 34 , Gen_loss: -0.34705716 MI_loss: 21.135801 Detection error: 0.011682629585266113 time: 1:14:15.347446
- B/E: 58 / 34 , Gen_loss: -0.33971214 MI_loss: 20.7433 Detection error: 0.011674284934997559 time: 1:14:16.204670
- B/E: 59 / 34 , Gen_loss: -0.3371629 MI_loss: 20.446598 Detection error: 0.011693775653839111 time: 1:14:17.065502
- B/E: 60 / 34 , Gen_loss: -0.3383012 MI_loss: 20.582834 Detection error: 0.011682868003845215 time: 1:14:17.955240
- B/E: 61 / 34 , Gen_loss: -0.34495756 MI_loss: 21.038538 Detection error: 0.011668860912322998 time: 1:14:18.811833
- B/E: 62 / 34 , Gen_loss: -0.3472293 MI_loss: 21.082823 Detection error: 0.011660218238830566 time: 1:14:19.669314
- B/E: 63 / 34 , Gen_loss: -0.3498465 MI_loss: 21.253855 Detection error: 0.011659204959869385 time: 1:14:20.527193
- B/E: 64 / 34 , Gen_loss: -0.3256638 MI_loss: 19.829899 Detection error: 0.011655747890472412 time: 1:14:21.390570
- B/E: 65 / 34 , Gen_loss: -0.34588885 MI_loss: 20.862562 Detection error: 0.011643469333648682 time: 1:14:22.250953
- B/E: 66 / 34 , Gen_loss: -0.3496285 MI_loss: 21.289923 Detection error: 0.01163339614868164 time: 1:14:23.109385
- B/E: 67 / 34 , Gen_loss: -0.35110554 MI_loss: 21.244347 Detection error: 0.01162409782409668 time: 1:14:23.967173
- B/E: 68 / 34 , Gen_loss: -0.34736294 MI_loss: 21.072014 Detection error: 0.011623620986938477 time: 1:14:24.799004
- B/E: 69 / 34 , Gen_loss: -0.34165826 MI_loss: 20.843811 Detection error: 0.011629462242126465 time: 1:14:25.547460
- B/E: 70 / 34 , Gen_loss: -0.35103 MI_loss: 21.25182 Detection error: 0.011612653732299805 time: 1:14:26.294869
- B/E: 71 / 34 , Gen_loss: -0.34578678 MI_loss: 21.022346 Detection error: 0.011613726615905762 time: 1:14:27.136297
- B/E: 72 / 34 , Gen_loss: -0.3457569 MI_loss: 21.093527 Detection error: 0.011616408824920654 time: 1:14:28.014250
- B/E: 73 / 34 , Gen_loss: -0.3348318 MI_loss: 20.217009 Detection error: 0.011610627174377441 time: 1:14:28.979983
- B/E: 74 / 34 , Gen_loss: -0.3479527 MI_loss: 21.303179 Detection error: 0.011611640453338623 time: 1:14:29.836060
- B/E: 75 / 34 , Gen_loss: -0.34571448 MI_loss: 20.961342 Detection error: 0.01160728931427002 time: 1:14:30.695673
- B/E: 76 / 34 , Gen_loss: -0.34273192 MI_loss: 20.835896 Detection error: 0.011603474617004395 time: 1:14:31.554899
- B/E: 77 / 34 , Gen_loss: -0.33051586 MI_loss: 19.999187 Detection error: 0.011598944664001465 time: 1:14:32.417032
- B/E: 78 / 34 , Gen_loss: -0.34046742 MI_loss: 20.527853 Detection error: 0.011588990688323975 time: 1:14:33.326548
- B/E: 79 / 34 , Gen_loss: -0.34950644 MI_loss: 21.156359 Detection error: 0.011604666709899902 time: 1:14:34.124843
- B/E: 80 / 34 , Gen_loss: -0.34526527 MI_loss: 20.967794 Detection error: 0.011611878871917725 time: 1:14:34.874762
- B/E: 81 / 34 , Gen_loss: -0.3386668 MI_loss: 20.51445 Detection error: 0.011596441268920898 time: 1:14:35.710220
- B/E: 82 / 34 , Gen_loss: -0.3415402 MI_loss: 20.746254 Detection error: 0.011593401432037354 time: 1:14:36.573102
- B/E: 83 / 34 , Gen_loss: -0.34191322 MI_loss: 20.767452 Detection error: 0.01159447431564331 time: 1:14:37.430954
- B/E: 84 / 34 , Gen_loss: -0.341732 MI_loss: 20.77092 Detection error: 0.011583089828491211 time: 1:14:38.287446
- B/E: 85 / 34 , Gen_loss: -0.34569216 MI_loss: 20.918943 Detection error: 0.011569738388061523 time: 1:14:39.141891
- B/E: 86 / 34 , Gen_loss: -0.33703214 MI_loss: 20.43892 Detection error: 0.0115700364112854 time: 1:14:39.949494
- B/E: 87 / 34 , Gen_loss: -0.34637505 MI_loss: 20.889336 Detection error: 0.011554360389709473 time: 1:14:40.698494
- B/E: 88 / 34 , Gen_loss: -0.3519355 MI_loss: 21.261112 Detection error: 0.011547744274139404 time: 1:14:41.447638
- B/E: 89 / 34 , Gen_loss: -0.339877 MI_loss: 20.707142 Detection error: 0.01155102252960205 time: 1:14:42.275270
- B/E: 90 / 34 , Gen_loss: -0.34543106 MI_loss: 21.00756 Detection error: 0.011548399925231934 time: 1:14:43.024475
- B/E: 91 / 34 , Gen_loss: -0.33560163 MI_loss: 20.27677 Detection error: 0.01155024766921997 time: 1:14:43.867380
- B/E: 92 / 34 , Gen_loss: -0.33885843 MI_loss: 20.59497 Detection error: 0.011548042297363281 time: 1:14:44.721915
- B/E: 93 / 34 , Gen_loss: -0.33973494 MI_loss: 20.671883 Detection error: 0.011548876762390137 time: 1:14:45.578285
- B/E: 94 / 34 , Gen_loss: -0.34153682 MI_loss: 20.938673 Detection error: 0.011562526226043701 time: 1:14:46.434064
- B/E: 95 / 34 , Gen_loss: -0.33687627 MI_loss: 20.457005 Detection error: 0.011569976806640625 time: 1:14:47.335073
- B/E: 96 / 34 , Gen_loss: -0.34745657 MI_loss: 21.178665 Detection error: 0.011564433574676514 time: 1:14:48.219142
- B/E: 97 / 34 , Gen_loss: -0.33208302 MI_loss: 20.093113 Detection error: 0.011549413204193115 time: 1:14:49.057015
- B/E: 98 / 34 , Gen_loss: -0.34518814 MI_loss: 20.891912 Detection error: 0.01153784990310669 time: 1:14:49.911248
- B/E: 99 / 34 , Gen_loss: -0.34095663 MI_loss: 20.771046 Detection error: 0.01153719425201416 time: 1:14:50.774816
- B/E: 100 / 34 , Gen_loss: -0.349467 MI_loss: 21.173717 Detection error: 0.01153653860092163 time: 1:14:51.659827
- B/E: 101 / 34 , Gen_loss: -0.35861576 MI_loss: 21.695875 Detection error: 0.01154106855392456 time: 1:14:52.457927
- B/E: 102 / 34 , Gen_loss: -0.34383202 MI_loss: 20.81328 Detection error: 0.011540353298187256 time: 1:14:53.301595
- B/E: 103 / 34 , Gen_loss: -0.34230632 MI_loss: 20.846073 Detection error: 0.011536061763763428 time: 1:14:54.159050
- B/E: 104 / 34 , Gen_loss: -0.34225634 MI_loss: 20.67424 Detection error: 0.011545836925506592 time: 1:14:55.022371
- B/E: 105 / 34 , Gen_loss: -0.335604 MI_loss: 20.361618 Detection error: 0.011543035507202148 time: 1:14:55.970504
- B/E: 106 / 34 , Gen_loss: -0.34738857 MI_loss: 21.06653 Detection error: 0.01155400276184082 time: 1:14:56.829545
- B/E: 107 / 34 , Gen_loss: -0.34862787 MI_loss: 21.313112 Detection error: 0.011559009552001953 time: 1:14:57.688735
- B/E: 108 / 34 , Gen_loss: -0.34683847 MI_loss: 21.163784 Detection error: 0.011565089225769043 time: 1:14:58.573290
- B/E: 109 / 34 , Gen_loss: -0.3473919 MI_loss: 20.948753 Detection error: 0.011553704738616943 time: 1:14:59.430756
- B/E: 110 / 34 , Gen_loss: -0.34293124 MI_loss: 20.710081 Detection error: 0.011547327041625977 time: 1:15:00.290313
- B/E: 111 / 34 , Gen_loss: -0.34963048 MI_loss: 21.187584 Detection error: 0.01154547929763794 time: 1:15:01.077451
- B/E: 112 / 34 , Gen_loss: -0.34096697 MI_loss: 20.666153 Detection error: 0.01154094934463501 time: 1:15:01.831295
- B/E: 113 / 34 , Gen_loss: -0.34187254 MI_loss: 20.852602 Detection error: 0.011547982692718506 time: 1:15:02.681481
- B/E: 114 / 34 , Gen_loss: -0.3382875 MI_loss: 20.589811 Detection error: 0.01155024766921997 time: 1:15:03.537543
- B/E: 115 / 34 , Gen_loss: -0.34672678 MI_loss: 21.106869 Detection error: 0.011545777320861816 time: 1:15:04.354743
- B/E: 116 / 34 , Gen_loss: -0.3468021 MI_loss: 20.969013 Detection error: 0.0115470290184021 time: 1:15:05.110026
- B/E: 117 / 34 , Gen_loss: -0.3379269 MI_loss: 20.578594 Detection error: 0.011550068855285645 time: 1:15:05.951711
- B/E: 118 / 34 , Gen_loss: -0.33522516 MI_loss: 20.208153 Detection error: 0.01153939962387085 time: 1:15:06.809471
- B/E: 119 / 34 , Gen_loss: -0.34242377 MI_loss: 20.880867 Detection error: 0.011536955833435059 time: 1:15:07.663441
- B/E: 120 / 34 , Gen_loss: -0.3422142 MI_loss: 20.95797 Detection error: 0.0115281343460083 time: 1:15:08.519265
- B/E: 121 / 34 , Gen_loss: -0.32697895 MI_loss: 20.00177 Detection error: 0.011533796787261963 time: 1:15:09.474808
- B/E: 122 / 34 , Gen_loss: -0.34792826 MI_loss: 20.98969 Detection error: 0.011522889137268066 time: 1:15:10.334675
- B/E: 123 / 34 , Gen_loss: -0.3411629 MI_loss: 20.777466 Detection error: 0.011517643928527832 time: 1:15:11.192722
- B/E: 124 / 34 , Gen_loss: -0.34938648 MI_loss: 21.271828 Detection error: 0.011521995067596436 time: 1:15:12.050770
- B/E: 125 / 34 , Gen_loss: -0.3420339 MI_loss: 20.682243 Detection error: 0.011523544788360596 time: 1:15:12.907397
- B/E: 126 / 34 , Gen_loss: -0.34063303 MI_loss: 20.827053 Detection error: 0.011528074741363525 time: 1:15:13.769490
- B/E: 127 / 34 , Gen_loss: -0.34002724 MI_loss: 20.62894 Detection error: 0.011526346206665039 time: 1:15:14.627362
- B/E: 128 / 34 , Gen_loss: -0.33799452 MI_loss: 20.621553 Detection error: 0.011528849601745605 time: 1:15:15.486590
- B/E: 129 / 34 , Gen_loss: -0.3316589 MI_loss: 20.24738 Detection error: 0.011536777019500732 time: 1:15:16.344578
- B/E: 130 / 34 , Gen_loss: -0.32866377 MI_loss: 19.95966 Detection error: 0.011548876762390137 time: 1:15:17.206355
- B/E: 131 / 34 , Gen_loss: -0.34347516 MI_loss: 20.725811 Detection error: 0.011549949645996094 time: 1:15:18.081001
- B/E: 132 / 34 , Gen_loss: -0.34263903 MI_loss: 20.808949 Detection error: 0.011544406414031982 time: 1:15:18.936043
- B/E: 133 / 34 , Gen_loss: -0.3476885 MI_loss: 21.090603 Detection error: 0.011548519134521484 time: 1:15:19.790962
- B/E: 134 / 34 , Gen_loss: -0.34639964 MI_loss: 21.152876 Detection error: 0.011554181575775146 time: 1:15:20.650389
- B/E: 135 / 34 , Gen_loss: -0.34611914 MI_loss: 21.027195 Detection error: 0.011551260948181152 time: 1:15:21.505827
- B/E: 136 / 34 , Gen_loss: -0.34139046 MI_loss: 20.60471 Detection error: 0.011549293994903564 time: 1:15:22.363493
- B/E: 137 / 34 , Gen_loss: -0.3405095 MI_loss: 20.721601 Detection error: 0.011560022830963135 time: 1:15:23.246952
- B/E: 138 / 34 , Gen_loss: -0.34273618 MI_loss: 20.840778 Detection error: 0.011567652225494385 time: 1:15:23.996054
- B/E: 139 / 34 , Gen_loss: -0.35025394 MI_loss: 21.311687 Detection error: 0.01157611608505249 time: 1:15:24.780768
- B/E: 140 / 34 , Gen_loss: -0.34184486 MI_loss: 20.735424 Detection error: 0.01157689094543457 time: 1:15:25.529873
- B/E: 141 / 34 , Gen_loss: -0.3481526 MI_loss: 21.043152 Detection error: 0.011571288108825684 time: 1:15:26.277682
- B/E: 142 / 34 , Gen_loss: -0.3328915 MI_loss: 20.307802 Detection error: 0.01157236099243164 time: 1:15:27.144515
- B/E: 143 / 34 , Gen_loss: -0.34962642 MI_loss: 21.248539 Detection error: 0.011578142642974854 time: 1:15:28.004419
- B/E: 144 / 34 , Gen_loss: -0.33301425 MI_loss: 20.20092 Detection error: 0.011576950550079346 time: 1:15:28.789854
- B/E: 145 / 34 , Gen_loss: -0.3459059 MI_loss: 20.813858 Detection error: 0.011575758457183838 time: 1:15:29.536937
- B/E: 146 / 34 , Gen_loss: -0.34348962 MI_loss: 20.807623 Detection error: 0.011570572853088379 time: 1:15:30.285674
- B/E: 147 / 34 , Gen_loss: -0.34751633 MI_loss: 21.254711 Detection error: 0.011575818061828613 time: 1:15:31.037268
- B/E: 148 / 34 , Gen_loss: -0.35508224 MI_loss: 21.545204 Detection error: 0.011577367782592773 time: 1:15:31.806277
- B/E: 149 / 34 , Gen_loss: -0.33810544 MI_loss: 20.604216 Detection error: 0.011580407619476318 time: 1:15:32.553026
-
- Test Loss: 12.893804 Test Error: 0.011483311653137207
- -----
- EPOCH: 35
- B/E: 0 / 35 , Gen_loss: -0.33803958 MI_loss: 20.451263 Detection error: 0.011781275272369385 time: 1:15:34.470359
- B/E: 1 / 35 , Gen_loss: -0.27454776 MI_loss: 17.216362 Detection error: 0.0157812237739563 time: 1:15:39.878133
- B/E: 2 / 35 , Gen_loss: -0.33090013 MI_loss: 20.074827 Detection error: 0.014260411262512207 time: 1:15:40.845198
- B/E: 3 / 35 , Gen_loss: -0.32067993 MI_loss: 19.607925 Detection error: 0.014234364032745361 time: 1:15:41.701284
- B/E: 4 / 35 , Gen_loss: -0.3041049 MI_loss: 18.824272 Detection error: 0.014118731021881104 time: 1:15:42.561842
- B/E: 5 / 35 , Gen_loss: -0.30654413 MI_loss: 18.590395 Detection error: 0.013666689395904541 time: 1:15:43.421193
- B/E: 6 / 35 , Gen_loss: -0.31997994 MI_loss: 19.449154 Detection error: 0.013415157794952393 time: 1:15:44.280993
- B/E: 7 / 35 , Gen_loss: -0.31903678 MI_loss: 19.481926 Detection error: 0.013324201107025146 time: 1:15:45.137780
- B/E: 8 / 35 , Gen_loss: -0.33797616 MI_loss: 20.63561 Detection error: 0.01304858922958374 time: 1:15:45.995634
- B/E: 9 / 35 , Gen_loss: -0.33437186 MI_loss: 20.34336 Detection error: 0.012796878814697266 time: 1:15:46.794898
- B/E: 10 / 35 , Gen_loss: -0.34003028 MI_loss: 20.689793 Detection error: 0.012721598148345947 time: 1:15:47.544845
- B/E: 11 / 35 , Gen_loss: -0.33194217 MI_loss: 20.135963 Detection error: 0.012617170810699463 time: 1:15:48.293186
- B/E: 12 / 35 , Gen_loss: -0.3421882 MI_loss: 20.63609 Detection error: 0.012588918209075928 time: 1:15:49.050034
- B/E: 13 / 35 , Gen_loss: -0.34900767 MI_loss: 21.16782 Detection error: 0.012475430965423584 time: 1:15:49.799228
- B/E: 14 / 35 , Gen_loss: -0.34010938 MI_loss: 20.635572 Detection error: 0.01239168643951416 time: 1:15:50.574824
- B/E: 15 / 35 , Gen_loss: -0.33469415 MI_loss: 20.440237 Detection error: 0.01233595609664917 time: 1:15:51.322413
- B/E: 16 / 35 , Gen_loss: -0.3314538 MI_loss: 19.946835 Detection error: 0.012259185314178467 time: 1:15:52.188217
- B/E: 17 / 35 , Gen_loss: -0.34408167 MI_loss: 20.8286 Detection error: 0.012149333953857422 time: 1:15:53.043991
- B/E: 18 / 35 , Gen_loss: -0.3291557 MI_loss: 20.23437 Detection error: 0.012083888053894043 time: 1:15:53.990920
- B/E: 19 / 35 , Gen_loss: -0.33097893 MI_loss: 20.149212 Detection error: 0.012034356594085693 time: 1:15:54.840455
- B/E: 20 / 35 , Gen_loss: -0.33067876 MI_loss: 19.988688 Detection error: 0.012025296688079834 time: 1:15:55.695111
- B/E: 21 / 35 , Gen_loss: -0.3437698 MI_loss: 20.870338 Detection error: 0.01199430227279663 time: 1:15:56.552441
- B/E: 22 / 35 , Gen_loss: -0.35227486 MI_loss: 21.308167 Detection error: 0.011964678764343262 time: 1:15:57.441660
- B/E: 23 / 35 , Gen_loss: -0.33882582 MI_loss: 20.540531 Detection error: 0.011946618556976318 time: 1:15:58.318163
- B/E: 24 / 35 , Gen_loss: -0.33931357 MI_loss: 20.477875 Detection error: 0.011946260929107666 time: 1:15:59.174920
- B/E: 25 / 35 , Gen_loss: -0.32709432 MI_loss: 19.710415 Detection error: 0.011915862560272217 time: 1:16:00.037272
- B/E: 26 / 35 , Gen_loss: -0.3299076 MI_loss: 20.214857 Detection error: 0.011969923973083496 time: 1:16:00.902607
- B/E: 27 / 35 , Gen_loss: -0.34762388 MI_loss: 21.116272 Detection error: 0.011929690837860107 time: 1:16:01.763100
- B/E: 28 / 35 , Gen_loss: -0.34543067 MI_loss: 21.018322 Detection error: 0.011905193328857422 time: 1:16:02.542874
- B/E: 29 / 35 , Gen_loss: -0.33786207 MI_loss: 20.60122 Detection error: 0.011894762516021729 time: 1:16:03.295501
- B/E: 30 / 35 , Gen_loss: -0.33446488 MI_loss: 20.204018 Detection error: 0.011845767498016357 time: 1:16:04.063050
- B/E: 31 / 35 , Gen_loss: -0.34473258 MI_loss: 20.99984 Detection error: 0.011800765991210938 time: 1:16:04.927099
- B/E: 32 / 35 , Gen_loss: -0.3442816 MI_loss: 20.812206 Detection error: 0.011794507503509521 time: 1:16:05.773855
- B/E: 33 / 35 , Gen_loss: -0.3473362 MI_loss: 21.13555 Detection error: 0.011749982833862305 time: 1:16:06.628031
- B/E: 34 / 35 , Gen_loss: -0.33614886 MI_loss: 20.495584 Detection error: 0.011758923530578613 time: 1:16:07.485424
- B/E: 35 / 35 , Gen_loss: -0.34588614 MI_loss: 21.03841 Detection error: 0.01171875 time: 1:16:08.342389
- B/E: 36 / 35 , Gen_loss: -0.34440652 MI_loss: 20.860962 Detection error: 0.011695921421051025 time: 1:16:09.216776
- B/E: 37 / 35 , Gen_loss: -0.354989 MI_loss: 21.431921 Detection error: 0.011685848236083984 time: 1:16:10.057539
- B/E: 38 / 35 , Gen_loss: -0.34333685 MI_loss: 20.854528 Detection error: 0.011696338653564453 time: 1:16:10.806834
- B/E: 39 / 35 , Gen_loss: -0.34653208 MI_loss: 20.804653 Detection error: 0.011688292026519775 time: 1:16:11.559259
- B/E: 40 / 35 , Gen_loss: -0.345062 MI_loss: 20.91861 Detection error: 0.01164865493774414 time: 1:16:12.407942
- B/E: 41 / 35 , Gen_loss: -0.3465069 MI_loss: 21.197071 Detection error: 0.01165848970413208 time: 1:16:13.261493
- B/E: 42 / 35 , Gen_loss: -0.34939286 MI_loss: 21.185974 Detection error: 0.011635184288024902 time: 1:16:14.116738
- B/E: 43 / 35 , Gen_loss: -0.3507184 MI_loss: 21.112408 Detection error: 0.011635661125183105 time: 1:16:14.973860
- B/E: 44 / 35 , Gen_loss: -0.34372815 MI_loss: 21.005203 Detection error: 0.011638879776000977 time: 1:16:15.828881
- B/E: 45 / 35 , Gen_loss: -0.34690353 MI_loss: 21.012491 Detection error: 0.0116385817527771 time: 1:16:16.685834
- B/E: 46 / 35 , Gen_loss: -0.3412391 MI_loss: 20.650232 Detection error: 0.011642932891845703 time: 1:16:17.542271
- B/E: 47 / 35 , Gen_loss: -0.33984658 MI_loss: 20.61628 Detection error: 0.011614561080932617 time: 1:16:18.397484
- B/E: 48 / 35 , Gen_loss: -0.33714893 MI_loss: 20.450489 Detection error: 0.011632680892944336 time: 1:16:19.333744
- B/E: 49 / 35 , Gen_loss: -0.3444125 MI_loss: 21.039585 Detection error: 0.01162940263748169 time: 1:16:20.199734
- B/E: 50 / 35 , Gen_loss: -0.34505144 MI_loss: 20.998806 Detection error: 0.011636614799499512 time: 1:16:21.057348
- B/E: 51 / 35 , Gen_loss: -0.35641468 MI_loss: 21.744598 Detection error: 0.011629223823547363 time: 1:16:21.914921
- B/E: 52 / 35 , Gen_loss: -0.34600544 MI_loss: 21.159557 Detection error: 0.011614978313446045 time: 1:16:22.772706
- B/E: 53 / 35 , Gen_loss: -0.34697533 MI_loss: 21.006329 Detection error: 0.011611700057983398 time: 1:16:23.636044
- B/E: 54 / 35 , Gen_loss: -0.34690788 MI_loss: 21.08407 Detection error: 0.01160740852355957 time: 1:16:24.497052
- B/E: 55 / 35 , Gen_loss: -0.33301002 MI_loss: 20.289059 Detection error: 0.01158815622329712 time: 1:16:25.355784
- B/E: 56 / 35 , Gen_loss: -0.35399848 MI_loss: 21.432753 Detection error: 0.01157236099243164 time: 1:16:26.212803
- B/E: 57 / 35 , Gen_loss: -0.3417233 MI_loss: 20.965405 Detection error: 0.011563599109649658 time: 1:16:27.076225
- B/E: 58 / 35 , Gen_loss: -0.34509748 MI_loss: 21.027689 Detection error: 0.011547684669494629 time: 1:16:27.935941
- B/E: 59 / 35 , Gen_loss: -0.33858132 MI_loss: 20.568106 Detection error: 0.011562526226043701 time: 1:16:28.795831
- B/E: 60 / 35 , Gen_loss: -0.34516886 MI_loss: 20.837685 Detection error: 0.011568665504455566 time: 1:16:29.656576
- B/E: 61 / 35 , Gen_loss: -0.33613154 MI_loss: 20.340496 Detection error: 0.011551439762115479 time: 1:16:30.515114
- B/E: 62 / 35 , Gen_loss: -0.35105288 MI_loss: 21.218622 Detection error: 0.011544644832611084 time: 1:16:31.411275
- B/E: 63 / 35 , Gen_loss: -0.34091648 MI_loss: 20.66274 Detection error: 0.011548817157745361 time: 1:16:32.356124
- B/E: 64 / 35 , Gen_loss: -0.35120147 MI_loss: 21.384775 Detection error: 0.011543750762939453 time: 1:16:33.214941
- B/E: 65 / 35 , Gen_loss: -0.3448901 MI_loss: 20.8987 Detection error: 0.011537432670593262 time: 1:16:34.089853
- B/E: 66 / 35 , Gen_loss: -0.34211805 MI_loss: 20.709436 Detection error: 0.011535942554473877 time: 1:16:34.953642
- B/E: 67 / 35 , Gen_loss: -0.3483377 MI_loss: 21.119238 Detection error: 0.011516988277435303 time: 1:16:35.809605
- B/E: 68 / 35 , Gen_loss: -0.33561328 MI_loss: 20.47803 Detection error: 0.011506795883178711 time: 1:16:36.666044
- B/E: 69 / 35 , Gen_loss: -0.34370667 MI_loss: 20.807426 Detection error: 0.011511623859405518 time: 1:16:37.523693
- B/E: 70 / 35 , Gen_loss: -0.3532599 MI_loss: 21.361263 Detection error: 0.011507928371429443 time: 1:16:38.402639
- B/E: 71 / 35 , Gen_loss: -0.33955523 MI_loss: 20.641033 Detection error: 0.01151430606842041 time: 1:16:39.261966
- B/E: 72 / 35 , Gen_loss: -0.3598802 MI_loss: 21.756554 Detection error: 0.011510252952575684 time: 1:16:40.120546
- B/E: 73 / 35 , Gen_loss: -0.34044078 MI_loss: 20.632656 Detection error: 0.011507153511047363 time: 1:16:40.977719
- B/E: 74 / 35 , Gen_loss: -0.35374463 MI_loss: 21.571938 Detection error: 0.011503338813781738 time: 1:16:41.832286
- B/E: 75 / 35 , Gen_loss: -0.34494308 MI_loss: 20.93355 Detection error: 0.011498749256134033 time: 1:16:42.691123
- B/E: 76 / 35 , Gen_loss: -0.34418094 MI_loss: 20.878336 Detection error: 0.011502861976623535 time: 1:16:43.549299
- B/E: 77 / 35 , Gen_loss: -0.34554386 MI_loss: 20.882406 Detection error: 0.011493563652038574 time: 1:16:44.330082
- B/E: 78 / 35 , Gen_loss: -0.3397523 MI_loss: 20.651155 Detection error: 0.011489331722259521 time: 1:16:45.165906
- B/E: 79 / 35 , Gen_loss: -0.34242392 MI_loss: 20.871216 Detection error: 0.011498808860778809 time: 1:16:46.124110
- B/E: 80 / 35 , Gen_loss: -0.34591943 MI_loss: 21.229239 Detection error: 0.011503875255584717 time: 1:16:46.992608
- B/E: 81 / 35 , Gen_loss: -0.3433339 MI_loss: 20.911678 Detection error: 0.011497318744659424 time: 1:16:47.851978
- B/E: 82 / 35 , Gen_loss: -0.3535205 MI_loss: 21.554909 Detection error: 0.011490583419799805 time: 1:16:48.709951
- B/E: 83 / 35 , Gen_loss: -0.33651146 MI_loss: 20.4533 Detection error: 0.011496663093566895 time: 1:16:49.499615
- B/E: 84 / 35 , Gen_loss: -0.34277272 MI_loss: 20.86197 Detection error: 0.011487483978271484 time: 1:16:50.257008
- B/E: 85 / 35 , Gen_loss: -0.33874348 MI_loss: 20.545677 Detection error: 0.01147526502609253 time: 1:16:51.096214
- B/E: 86 / 35 , Gen_loss: -0.34610277 MI_loss: 20.99035 Detection error: 0.011467695236206055 time: 1:16:51.951161
- B/E: 87 / 35 , Gen_loss: -0.34255898 MI_loss: 20.725103 Detection error: 0.011455953121185303 time: 1:16:52.822537
- B/E: 88 / 35 , Gen_loss: -0.3472823 MI_loss: 20.98942 Detection error: 0.011443793773651123 time: 1:16:53.615547
- B/E: 89 / 35 , Gen_loss: -0.34965166 MI_loss: 21.376575 Detection error: 0.011457622051239014 time: 1:16:54.365334
- B/E: 90 / 35 , Gen_loss: -0.3433646 MI_loss: 20.861826 Detection error: 0.011452257633209229 time: 1:16:55.113371
- B/E: 91 / 35 , Gen_loss: -0.34272543 MI_loss: 20.824749 Detection error: 0.011458873748779297 time: 1:16:55.860041
- B/E: 92 / 35 , Gen_loss: -0.34337544 MI_loss: 20.788418 Detection error: 0.0114516019821167 time: 1:16:56.612188
- B/E: 93 / 35 , Gen_loss: -0.33469453 MI_loss: 20.52886 Detection error: 0.011447787284851074 time: 1:16:57.453469
- B/E: 94 / 35 , Gen_loss: -0.34858808 MI_loss: 21.256542 Detection error: 0.011463165283203125 time: 1:16:58.242638
- B/E: 95 / 35 , Gen_loss: -0.33580628 MI_loss: 20.416237 Detection error: 0.011466443538665771 time: 1:16:59.156306
- B/E: 96 / 35 , Gen_loss: -0.33928025 MI_loss: 20.676592 Detection error: 0.011462926864624023 time: 1:17:00.012384
- B/E: 97 / 35 , Gen_loss: -0.3437392 MI_loss: 20.829042 Detection error: 0.011453747749328613 time: 1:17:00.876458
- B/E: 98 / 35 , Gen_loss: -0.34629998 MI_loss: 20.960085 Detection error: 0.01144033670425415 time: 1:17:01.733654
- B/E: 99 / 35 , Gen_loss: -0.3381605 MI_loss: 20.490791 Detection error: 0.011440634727478027 time: 1:17:02.517087
- B/E: 100 / 35 , Gen_loss: -0.35313818 MI_loss: 21.465153 Detection error: 0.011447429656982422 time: 1:17:03.268709
- B/E: 101 / 35 , Gen_loss: -0.34058616 MI_loss: 20.687057 Detection error: 0.011449456214904785 time: 1:17:04.091872
- B/E: 102 / 35 , Gen_loss: -0.3546779 MI_loss: 21.592823 Detection error: 0.011449337005615234 time: 1:17:04.917897
- B/E: 103 / 35 , Gen_loss: -0.34319443 MI_loss: 20.80671 Detection error: 0.0114516019821167 time: 1:17:05.673569
- B/E: 104 / 35 , Gen_loss: -0.33984873 MI_loss: 20.642466 Detection error: 0.01145625114440918 time: 1:17:06.421347
- B/E: 105 / 35 , Gen_loss: -0.3399261 MI_loss: 20.459877 Detection error: 0.011451363563537598 time: 1:17:07.172594
- B/E: 106 / 35 , Gen_loss: -0.3520368 MI_loss: 21.355257 Detection error: 0.011462926864624023 time: 1:17:08.025305
- B/E: 107 / 35 , Gen_loss: -0.34427184 MI_loss: 20.91496 Detection error: 0.011465013027191162 time: 1:17:08.882247
- B/E: 108 / 35 , Gen_loss: -0.3374328 MI_loss: 20.655832 Detection error: 0.011466741561889648 time: 1:17:09.739122
- B/E: 109 / 35 , Gen_loss: -0.34344882 MI_loss: 20.963974 Detection error: 0.011465907096862793 time: 1:17:10.593624
- B/E: 110 / 35 , Gen_loss: -0.341449 MI_loss: 20.51892 Detection error: 0.011454403400421143 time: 1:17:11.468510
- B/E: 111 / 35 , Gen_loss: -0.351573 MI_loss: 21.28779 Detection error: 0.011449754238128662 time: 1:17:12.424289
- B/E: 112 / 35 , Gen_loss: -0.35076156 MI_loss: 21.281967 Detection error: 0.011444389820098877 time: 1:17:13.281896
- B/E: 113 / 35 , Gen_loss: -0.33720845 MI_loss: 20.67369 Detection error: 0.011451184749603271 time: 1:17:14.141075
- B/E: 114 / 35 , Gen_loss: -0.33863425 MI_loss: 20.647285 Detection error: 0.011457085609436035 time: 1:17:14.933627
- B/E: 115 / 35 , Gen_loss: -0.3526703 MI_loss: 21.256594 Detection error: 0.011448025703430176 time: 1:17:15.700407
- B/E: 116 / 35 , Gen_loss: -0.34213647 MI_loss: 20.896576 Detection error: 0.011446595191955566 time: 1:17:16.449015
- B/E: 117 / 35 , Gen_loss: -0.34411448 MI_loss: 20.89765 Detection error: 0.011450469493865967 time: 1:17:17.200711
- B/E: 118 / 35 , Gen_loss: -0.3443433 MI_loss: 20.970676 Detection error: 0.01144564151763916 time: 1:17:18.070995
- B/E: 119 / 35 , Gen_loss: -0.33747834 MI_loss: 20.458712 Detection error: 0.011439859867095947 time: 1:17:18.925918
- B/E: 120 / 35 , Gen_loss: -0.34124717 MI_loss: 20.67002 Detection error: 0.011441648006439209 time: 1:17:19.786590
- B/E: 121 / 35 , Gen_loss: -0.3376238 MI_loss: 20.568874 Detection error: 0.011440575122833252 time: 1:17:20.642798
- B/E: 122 / 35 , Gen_loss: -0.34265503 MI_loss: 20.706825 Detection error: 0.011431396007537842 time: 1:17:21.422388
- B/E: 123 / 35 , Gen_loss: -0.34545192 MI_loss: 20.812544 Detection error: 0.01143193244934082 time: 1:17:22.171472
- B/E: 124 / 35 , Gen_loss: -0.34600493 MI_loss: 21.170418 Detection error: 0.01143801212310791 time: 1:17:22.921953
- B/E: 125 / 35 , Gen_loss: -0.34534925 MI_loss: 20.992298 Detection error: 0.011435985565185547 time: 1:17:23.702492
- B/E: 126 / 35 , Gen_loss: -0.3408112 MI_loss: 20.803524 Detection error: 0.011448800563812256 time: 1:17:24.453833
- B/E: 127 / 35 , Gen_loss: -0.34208775 MI_loss: 20.849236 Detection error: 0.011440694332122803 time: 1:17:25.303324
- B/E: 128 / 35 , Gen_loss: -0.3457632 MI_loss: 21.107021 Detection error: 0.011445224285125732 time: 1:17:26.052869
- B/E: 129 / 35 , Gen_loss: -0.34367737 MI_loss: 21.044258 Detection error: 0.011455059051513672 time: 1:17:26.806689
- B/E: 130 / 35 , Gen_loss: -0.347918 MI_loss: 21.165697 Detection error: 0.011461615562438965 time: 1:17:27.557616
- B/E: 131 / 35 , Gen_loss: -0.33498025 MI_loss: 20.233732 Detection error: 0.011464476585388184 time: 1:17:28.384186
- B/E: 132 / 35 , Gen_loss: -0.3499424 MI_loss: 21.236206 Detection error: 0.01146078109741211 time: 1:17:29.239852
- B/E: 133 / 35 , Gen_loss: -0.34665105 MI_loss: 21.120384 Detection error: 0.011462211608886719 time: 1:17:30.095189
- B/E: 134 / 35 , Gen_loss: -0.34443104 MI_loss: 21.096823 Detection error: 0.011472225189208984 time: 1:17:30.957908
- B/E: 135 / 35 , Gen_loss: -0.35054225 MI_loss: 21.228285 Detection error: 0.01147240400314331 time: 1:17:31.812038
- B/E: 136 / 35 , Gen_loss: -0.34827942 MI_loss: 21.157291 Detection error: 0.011469662189483643 time: 1:17:32.667465
- B/E: 137 / 35 , Gen_loss: -0.33675453 MI_loss: 20.326782 Detection error: 0.011476874351501465 time: 1:17:33.523694
- B/E: 138 / 35 , Gen_loss: -0.34426793 MI_loss: 20.91709 Detection error: 0.011484682559967041 time: 1:17:34.385085
- B/E: 139 / 35 , Gen_loss: -0.34335136 MI_loss: 20.858547 Detection error: 0.011492431163787842 time: 1:17:35.242375
- B/E: 140 / 35 , Gen_loss: -0.33040506 MI_loss: 20.127108 Detection error: 0.011494040489196777 time: 1:17:36.097899
- B/E: 141 / 35 , Gen_loss: -0.33984208 MI_loss: 20.60499 Detection error: 0.011493206024169922 time: 1:17:36.953666
- B/E: 142 / 35 , Gen_loss: -0.35005322 MI_loss: 21.297142 Detection error: 0.0114976167678833 time: 1:17:37.835895
- B/E: 143 / 35 , Gen_loss: -0.34339765 MI_loss: 20.730824 Detection error: 0.01149606704711914 time: 1:17:38.783778
- B/E: 144 / 35 , Gen_loss: -0.33656198 MI_loss: 20.576544 Detection error: 0.011501491069793701 time: 1:17:39.642588
- B/E: 145 / 35 , Gen_loss: -0.34861836 MI_loss: 21.097786 Detection error: 0.011502563953399658 time: 1:17:40.427855
- B/E: 146 / 35 , Gen_loss: -0.3491181 MI_loss: 21.062592 Detection error: 0.011497259140014648 time: 1:17:41.273064
- B/E: 147 / 35 , Gen_loss: -0.34734812 MI_loss: 20.91926 Detection error: 0.011498749256134033 time: 1:17:42.076783
- B/E: 148 / 35 , Gen_loss: -0.3388255 MI_loss: 20.711948 Detection error: 0.011506736278533936 time: 1:17:42.823004
- B/E: 149 / 35 , Gen_loss: -0.34799516 MI_loss: 21.228746 Detection error: 0.01150977611541748 time: 1:17:43.574367
-
- Test Loss: 12.798199 Test Error: 0.011500000953674316
- -----
- EPOCH: 36
- B/E: 0 / 36 , Gen_loss: -0.33214068 MI_loss: 20.13207 Detection error: 0.011781275272369385 time: 1:17:45.490653
- B/E: 1 / 36 , Gen_loss: -0.28302273 MI_loss: 17.83332 Detection error: 0.016203105449676514 time: 1:17:51.011147
- B/E: 2 / 36 , Gen_loss: -0.34333795 MI_loss: 20.678776 Detection error: 0.014437496662139893 time: 1:17:51.884249
- B/E: 3 / 36 , Gen_loss: -0.31691882 MI_loss: 19.259441 Detection error: 0.014218747615814209 time: 1:17:52.754107
- B/E: 4 / 36 , Gen_loss: -0.3230772 MI_loss: 19.856953 Detection error: 0.013981223106384277 time: 1:17:53.612826
- B/E: 5 / 36 , Gen_loss: -0.34732002 MI_loss: 21.403439 Detection error: 0.013640642166137695 time: 1:17:54.564602
- B/E: 6 / 36 , Gen_loss: -0.33388692 MI_loss: 20.399773 Detection error: 0.01339733600616455 time: 1:17:55.420714
- B/E: 7 / 36 , Gen_loss: -0.3438952 MI_loss: 20.760479 Detection error: 0.013289034366607666 time: 1:17:56.278733
- B/E: 8 / 36 , Gen_loss: -0.3313002 MI_loss: 20.156277 Detection error: 0.013013899326324463 time: 1:17:57.136656
- B/E: 9 / 36 , Gen_loss: -0.34623858 MI_loss: 21.116142 Detection error: 0.01285940408706665 time: 1:17:57.993585
- B/E: 10 / 36 , Gen_loss: -0.34467095 MI_loss: 21.020021 Detection error: 0.012707412242889404 time: 1:17:58.848821
- B/E: 11 / 36 , Gen_loss: -0.3332747 MI_loss: 20.207558 Detection error: 0.012653648853302002 time: 1:17:59.710044
- B/E: 12 / 36 , Gen_loss: -0.34689698 MI_loss: 21.072676 Detection error: 0.012617766857147217 time: 1:18:00.569020
- B/E: 13 / 36 , Gen_loss: -0.3414133 MI_loss: 20.774456 Detection error: 0.012488842010498047 time: 1:18:01.428653
- B/E: 14 / 36 , Gen_loss: -0.34069943 MI_loss: 20.599876 Detection error: 0.012418746948242188 time: 1:18:02.287478
- B/E: 15 / 36 , Gen_loss: -0.33648494 MI_loss: 20.321054 Detection error: 0.01232224702835083 time: 1:18:03.150452
- B/E: 16 / 36 , Gen_loss: -0.34077126 MI_loss: 20.570562 Detection error: 0.012205898761749268 time: 1:18:04.007768
- B/E: 17 / 36 , Gen_loss: -0.33552504 MI_loss: 20.408396 Detection error: 0.012138903141021729 time: 1:18:04.866296
- B/E: 18 / 36 , Gen_loss: -0.35033855 MI_loss: 21.197842 Detection error: 0.012054264545440674 time: 1:18:05.722160
- B/E: 19 / 36 , Gen_loss: -0.33282492 MI_loss: 20.220898 Detection error: 0.01203906536102295 time: 1:18:06.577731
- B/E: 20 / 36 , Gen_loss: -0.34615746 MI_loss: 20.906494 Detection error: 0.012028276920318604 time: 1:18:07.527430
- B/E: 21 / 36 , Gen_loss: -0.34306282 MI_loss: 20.782564 Detection error: 0.012001395225524902 time: 1:18:08.385057
- B/E: 22 / 36 , Gen_loss: -0.35578167 MI_loss: 21.520342 Detection error: 0.011963307857513428 time: 1:18:09.244039
- B/E: 23 / 36 , Gen_loss: -0.34297872 MI_loss: 20.814579 Detection error: 0.011925756931304932 time: 1:18:10.100466
- B/E: 24 / 36 , Gen_loss: -0.34893388 MI_loss: 21.197899 Detection error: 0.011915028095245361 time: 1:18:10.989742
- B/E: 25 / 36 , Gen_loss: -0.3310892 MI_loss: 20.06785 Detection error: 0.011890649795532227 time: 1:18:11.849305
- B/E: 26 / 36 , Gen_loss: -0.3387374 MI_loss: 20.723988 Detection error: 0.01192939281463623 time: 1:18:12.712340
- B/E: 27 / 36 , Gen_loss: -0.34830204 MI_loss: 21.08463 Detection error: 0.01191180944442749 time: 1:18:13.572880
- B/E: 28 / 36 , Gen_loss: -0.3473705 MI_loss: 21.083439 Detection error: 0.011895477771759033 time: 1:18:14.439602
- B/E: 29 / 36 , Gen_loss: -0.34351417 MI_loss: 20.826527 Detection error: 0.01188439130783081 time: 1:18:15.299290
- B/E: 30 / 36 , Gen_loss: -0.345115 MI_loss: 20.98172 Detection error: 0.011845767498016357 time: 1:18:16.156508
- B/E: 31 / 36 , Gen_loss: -0.33682427 MI_loss: 20.4488 Detection error: 0.011815428733825684 time: 1:18:17.013383
- B/E: 32 / 36 , Gen_loss: -0.34285316 MI_loss: 20.7964 Detection error: 0.011803030967712402 time: 1:18:17.889936
- B/E: 33 / 36 , Gen_loss: -0.3460992 MI_loss: 20.978966 Detection error: 0.011765599250793457 time: 1:18:18.747403
- B/E: 34 / 36 , Gen_loss: -0.34476918 MI_loss: 21.034372 Detection error: 0.011758029460906982 time: 1:18:19.552614
- B/E: 35 / 36 , Gen_loss: -0.3516119 MI_loss: 21.356209 Detection error: 0.011729180812835693 time: 1:18:20.363020
- B/E: 36 / 36 , Gen_loss: -0.35905057 MI_loss: 21.790499 Detection error: 0.01171201467514038 time: 1:18:21.316017
- B/E: 37 / 36 , Gen_loss: -0.33899206 MI_loss: 20.558348 Detection error: 0.011702299118041992 time: 1:18:22.173128
- B/E: 38 / 36 , Gen_loss: -0.33732212 MI_loss: 20.465006 Detection error: 0.011712312698364258 time: 1:18:23.031025
- B/E: 39 / 36 , Gen_loss: -0.34853438 MI_loss: 21.099756 Detection error: 0.01168280839920044 time: 1:18:23.888189
- B/E: 40 / 36 , Gen_loss: -0.34737617 MI_loss: 20.988707 Detection error: 0.011664628982543945 time: 1:18:24.742530
- B/E: 41 / 36 , Gen_loss: -0.35040268 MI_loss: 21.283148 Detection error: 0.01165848970413208 time: 1:18:25.601065
- B/E: 42 / 36 , Gen_loss: -0.343299 MI_loss: 20.802717 Detection error: 0.011622071266174316 time: 1:18:26.419556
- B/E: 43 / 36 , Gen_loss: -0.3455409 MI_loss: 21.032171 Detection error: 0.011633515357971191 time: 1:18:27.169862
- B/E: 44 / 36 , Gen_loss: -0.3432722 MI_loss: 20.95559 Detection error: 0.011621534824371338 time: 1:18:27.920950
- B/E: 45 / 36 , Gen_loss: -0.34363234 MI_loss: 20.952866 Detection error: 0.011633813381195068 time: 1:18:28.669632
- B/E: 46 / 36 , Gen_loss: -0.33561534 MI_loss: 20.404802 Detection error: 0.01162499189376831 time: 1:18:29.418754
- B/E: 47 / 36 , Gen_loss: -0.34288096 MI_loss: 20.764692 Detection error: 0.011591136455535889 time: 1:18:30.168586
- B/E: 48 / 36 , Gen_loss: -0.339917 MI_loss: 20.61295 Detection error: 0.011621832847595215 time: 1:18:30.919866
- B/E: 49 / 36 , Gen_loss: -0.351146 MI_loss: 21.316166 Detection error: 0.011623144149780273 time: 1:18:31.757241
- B/E: 50 / 36 , Gen_loss: -0.3426256 MI_loss: 20.922647 Detection error: 0.011612772941589355 time: 1:18:32.610679
- B/E: 51 / 36 , Gen_loss: -0.35553145 MI_loss: 21.706957 Detection error: 0.01161956787109375 time: 1:18:33.482442
- B/E: 52 / 36 , Gen_loss: -0.35418746 MI_loss: 21.531906 Detection error: 0.01160198450088501 time: 1:18:34.419867
- B/E: 53 / 36 , Gen_loss: -0.35176462 MI_loss: 21.278414 Detection error: 0.011614561080932617 time: 1:18:35.277936
- B/E: 54 / 36 , Gen_loss: -0.34764206 MI_loss: 21.231197 Detection error: 0.01160740852355957 time: 1:18:36.133491
- B/E: 55 / 36 , Gen_loss: -0.34250042 MI_loss: 20.619858 Detection error: 0.011595427989959717 time: 1:18:36.994665
- B/E: 56 / 36 , Gen_loss: -0.34978336 MI_loss: 21.1899 Detection error: 0.011575102806091309 time: 1:18:37.849517
- B/E: 57 / 36 , Gen_loss: -0.35662532 MI_loss: 21.627783 Detection error: 0.011559784412384033 time: 1:18:38.704314
- B/E: 58 / 36 , Gen_loss: -0.33873704 MI_loss: 20.578993 Detection error: 0.011546611785888672 time: 1:18:39.561922
- B/E: 59 / 36 , Gen_loss: -0.33775055 MI_loss: 20.565401 Detection error: 0.011566162109375 time: 1:18:40.420532
- B/E: 60 / 36 , Gen_loss: -0.33946925 MI_loss: 20.583271 Detection error: 0.01155942678451538 time: 1:18:41.279093
- B/E: 61 / 36 , Gen_loss: -0.33588228 MI_loss: 20.502167 Detection error: 0.01154637336730957 time: 1:18:42.137889
- B/E: 62 / 36 , Gen_loss: -0.34594125 MI_loss: 21.198208 Detection error: 0.011545121669769287 time: 1:18:42.997265
- B/E: 63 / 36 , Gen_loss: -0.33431226 MI_loss: 20.309668 Detection error: 0.011530280113220215 time: 1:18:43.869799
- B/E: 64 / 36 , Gen_loss: -0.342177 MI_loss: 20.935392 Detection error: 0.01154184341430664 time: 1:18:44.672961
- B/E: 65 / 36 , Gen_loss: -0.34208888 MI_loss: 20.833454 Detection error: 0.011525571346282959 time: 1:18:45.422335
- B/E: 66 / 36 , Gen_loss: -0.3502465 MI_loss: 21.239326 Detection error: 0.011515378952026367 time: 1:18:46.170809
- B/E: 67 / 36 , Gen_loss: -0.3437464 MI_loss: 20.98193 Detection error: 0.011505961418151855 time: 1:18:46.943389
- B/E: 68 / 36 , Gen_loss: -0.34310248 MI_loss: 20.841389 Detection error: 0.011507272720336914 time: 1:18:47.789245
- B/E: 69 / 36 , Gen_loss: -0.34587395 MI_loss: 20.915897 Detection error: 0.011516094207763672 time: 1:18:48.541714
- B/E: 70 / 36 , Gen_loss: -0.34560218 MI_loss: 20.99887 Detection error: 0.011507928371429443 time: 1:18:49.376505
- B/E: 71 / 36 , Gen_loss: -0.33636832 MI_loss: 20.45738 Detection error: 0.011506915092468262 time: 1:18:50.234371
- B/E: 72 / 36 , Gen_loss: -0.3433651 MI_loss: 20.890514 Detection error: 0.011512398719787598 time: 1:18:51.094449
- B/E: 73 / 36 , Gen_loss: -0.34191668 MI_loss: 20.706821 Detection error: 0.011502087116241455 time: 1:18:51.970998
- B/E: 74 / 36 , Gen_loss: -0.3402169 MI_loss: 20.813873 Detection error: 0.0115012526512146 time: 1:18:52.834845
- B/E: 75 / 36 , Gen_loss: -0.34003887 MI_loss: 20.513517 Detection error: 0.011495053768157959 time: 1:18:53.691421
- B/E: 76 / 36 , Gen_loss: -0.3296192 MI_loss: 19.903578 Detection error: 0.011504888534545898 time: 1:18:54.545261
- B/E: 77 / 36 , Gen_loss: -0.34630388 MI_loss: 20.893414 Detection error: 0.011497199535369873 time: 1:18:55.405308
- B/E: 78 / 36 , Gen_loss: -0.33636177 MI_loss: 20.338804 Detection error: 0.01149129867553711 time: 1:18:56.260680
- B/E: 79 / 36 , Gen_loss: -0.3480907 MI_loss: 21.289104 Detection error: 0.011503934860229492 time: 1:18:57.115817
- B/E: 80 / 36 , Gen_loss: -0.34466934 MI_loss: 20.91353 Detection error: 0.01150423288345337 time: 1:18:57.970557
- B/E: 81 / 36 , Gen_loss: -0.34203085 MI_loss: 20.744291 Detection error: 0.011498093605041504 time: 1:18:58.825734
- B/E: 82 / 36 , Gen_loss: -0.34937537 MI_loss: 21.212833 Detection error: 0.01149362325668335 time: 1:18:59.682933
- B/E: 83 / 36 , Gen_loss: -0.34651324 MI_loss: 21.077744 Detection error: 0.011501491069793701 time: 1:19:00.536797
- B/E: 84 / 36 , Gen_loss: -0.33437443 MI_loss: 20.291521 Detection error: 0.011496305465698242 time: 1:19:01.494618
- B/E: 85 / 36 , Gen_loss: -0.3411997 MI_loss: 20.69815 Detection error: 0.011476397514343262 time: 1:19:02.351893
- B/E: 86 / 36 , Gen_loss: -0.33453652 MI_loss: 20.286667 Detection error: 0.011475205421447754 time: 1:19:03.212576
- B/E: 87 / 36 , Gen_loss: -0.3567392 MI_loss: 21.680313 Detection error: 0.011464118957519531 time: 1:19:04.073582
- B/E: 88 / 36 , Gen_loss: -0.35643902 MI_loss: 21.448305 Detection error: 0.011445581912994385 time: 1:19:04.849683
- B/E: 89 / 36 , Gen_loss: -0.34055683 MI_loss: 20.714474 Detection error: 0.011461436748504639 time: 1:19:05.603301
- B/E: 90 / 36 , Gen_loss: -0.3470165 MI_loss: 21.022232 Detection error: 0.011465311050415039 time: 1:19:06.433216
- B/E: 91 / 36 , Gen_loss: -0.34343392 MI_loss: 20.886185 Detection error: 0.01146399974822998 time: 1:19:07.288606
- B/E: 92 / 36 , Gen_loss: -0.32816485 MI_loss: 19.751272 Detection error: 0.011456668376922607 time: 1:19:08.142148
- B/E: 93 / 36 , Gen_loss: -0.35244966 MI_loss: 21.35303 Detection error: 0.011450469493865967 time: 1:19:08.997031
- B/E: 94 / 36 , Gen_loss: -0.3430458 MI_loss: 20.866796 Detection error: 0.011462152004241943 time: 1:19:09.853097
- B/E: 95 / 36 , Gen_loss: -0.32661933 MI_loss: 19.979923 Detection error: 0.011471033096313477 time: 1:19:10.714318
- B/E: 96 / 36 , Gen_loss: -0.3384731 MI_loss: 20.563128 Detection error: 0.011460721492767334 time: 1:19:11.570295
- B/E: 97 / 36 , Gen_loss: -0.35554528 MI_loss: 21.49373 Detection error: 0.011451184749603271 time: 1:19:12.428945
- B/E: 98 / 36 , Gen_loss: -0.3374327 MI_loss: 20.40045 Detection error: 0.011435627937316895 time: 1:19:13.285747
- B/E: 99 / 36 , Gen_loss: -0.34222835 MI_loss: 20.802685 Detection error: 0.011434078216552734 time: 1:19:14.147370
- B/E: 100 / 36 , Gen_loss: -0.34881926 MI_loss: 21.250029 Detection error: 0.011437475681304932 time: 1:19:15.095482
- B/E: 101 / 36 , Gen_loss: -0.3480325 MI_loss: 21.123425 Detection error: 0.011439323425292969 time: 1:19:15.954286
- B/E: 102 / 36 , Gen_loss: -0.3313388 MI_loss: 20.19634 Detection error: 0.011439919471740723 time: 1:19:16.813574
- B/E: 103 / 36 , Gen_loss: -0.3470674 MI_loss: 21.044552 Detection error: 0.011435091495513916 time: 1:19:17.713017
- B/E: 104 / 36 , Gen_loss: -0.33776715 MI_loss: 20.468155 Detection error: 0.011444628238677979 time: 1:19:18.507922
- B/E: 105 / 36 , Gen_loss: -0.3388358 MI_loss: 20.63471 Detection error: 0.011438369750976562 time: 1:19:19.359107
- B/E: 106 / 36 , Gen_loss: -0.34449092 MI_loss: 20.846113 Detection error: 0.011449754238128662 time: 1:19:20.219116
- B/E: 107 / 36 , Gen_loss: -0.33139756 MI_loss: 20.24374 Detection error: 0.011458337306976318 time: 1:19:21.080763
- B/E: 108 / 36 , Gen_loss: -0.33591297 MI_loss: 20.408348 Detection error: 0.011463582515716553 time: 1:19:21.878425
- B/E: 109 / 36 , Gen_loss: -0.34698462 MI_loss: 21.027529 Detection error: 0.011455118656158447 time: 1:19:22.630210
- B/E: 110 / 36 , Gen_loss: -0.3406107 MI_loss: 20.622791 Detection error: 0.011447370052337646 time: 1:19:23.471487
- B/E: 111 / 36 , Gen_loss: -0.3434588 MI_loss: 20.785591 Detection error: 0.011438906192779541 time: 1:19:24.325660
- B/E: 112 / 36 , Gen_loss: -0.34661537 MI_loss: 21.085968 Detection error: 0.01144111156463623 time: 1:19:25.202528
- B/E: 113 / 36 , Gen_loss: -0.34887066 MI_loss: 21.23993 Detection error: 0.011448204517364502 time: 1:19:26.056964
- B/E: 114 / 36 , Gen_loss: -0.34369186 MI_loss: 20.96394 Detection error: 0.011452436447143555 time: 1:19:26.913199
- B/E: 115 / 36 , Gen_loss: -0.34526208 MI_loss: 20.92356 Detection error: 0.011448562145233154 time: 1:19:27.769564
- B/E: 116 / 36 , Gen_loss: -0.33638406 MI_loss: 20.452454 Detection error: 0.011448204517364502 time: 1:19:28.652549
- B/E: 117 / 36 , Gen_loss: -0.3425152 MI_loss: 20.856972 Detection error: 0.011449694633483887 time: 1:19:29.401760
- B/E: 118 / 36 , Gen_loss: -0.34643355 MI_loss: 21.056782 Detection error: 0.01143878698348999 time: 1:19:30.150819
- B/E: 119 / 36 , Gen_loss: -0.3391691 MI_loss: 20.651134 Detection error: 0.011435925960540771 time: 1:19:30.902598
- B/E: 120 / 36 , Gen_loss: -0.34049872 MI_loss: 20.66116 Detection error: 0.011432349681854248 time: 1:19:31.653491
- B/E: 121 / 36 , Gen_loss: -0.33464047 MI_loss: 20.458282 Detection error: 0.011432647705078125 time: 1:19:32.416853
- B/E: 122 / 36 , Gen_loss: -0.34749192 MI_loss: 21.128817 Detection error: 0.011427581310272217 time: 1:19:33.168038
- B/E: 123 / 36 , Gen_loss: -0.3390934 MI_loss: 20.582487 Detection error: 0.011424660682678223 time: 1:19:33.916177
- B/E: 124 / 36 , Gen_loss: -0.34136453 MI_loss: 20.855356 Detection error: 0.011432528495788574 time: 1:19:34.665671
- B/E: 125 / 36 , Gen_loss: -0.33002457 MI_loss: 20.070868 Detection error: 0.011437475681304932 time: 1:19:35.413039
- B/E: 126 / 36 , Gen_loss: -0.34422067 MI_loss: 20.872114 Detection error: 0.01144486665725708 time: 1:19:36.183684
- B/E: 127 / 36 , Gen_loss: -0.33975312 MI_loss: 20.727524 Detection error: 0.011446058750152588 time: 1:19:36.932880
- B/E: 128 / 36 , Gen_loss: -0.3434596 MI_loss: 20.886597 Detection error: 0.011448144912719727 time: 1:19:37.799634
- B/E: 129 / 36 , Gen_loss: -0.34367982 MI_loss: 20.947561 Detection error: 0.011455774307250977 time: 1:19:38.655244
- B/E: 130 / 36 , Gen_loss: -0.3441756 MI_loss: 20.863995 Detection error: 0.011459946632385254 time: 1:19:39.458677
- B/E: 131 / 36 , Gen_loss: -0.3398892 MI_loss: 20.584776 Detection error: 0.011463522911071777 time: 1:19:40.306755
- B/E: 132 / 36 , Gen_loss: -0.34968412 MI_loss: 21.26374 Detection error: 0.011458396911621094 time: 1:19:41.243754
- B/E: 133 / 36 , Gen_loss: -0.3373622 MI_loss: 20.530317 Detection error: 0.011466443538665771 time: 1:19:42.098836
- B/E: 134 / 36 , Gen_loss: -0.3504533 MI_loss: 21.322819 Detection error: 0.011471092700958252 time: 1:19:42.955804
- B/E: 135 / 36 , Gen_loss: -0.34063235 MI_loss: 20.634384 Detection error: 0.011469423770904541 time: 1:19:43.816420
- B/E: 136 / 36 , Gen_loss: -0.34189725 MI_loss: 20.892382 Detection error: 0.011471927165985107 time: 1:19:44.671895
- B/E: 137 / 36 , Gen_loss: -0.3492357 MI_loss: 21.247005 Detection error: 0.011482536792755127 time: 1:19:45.527197
- B/E: 138 / 36 , Gen_loss: -0.3452999 MI_loss: 21.014362 Detection error: 0.011484026908874512 time: 1:19:46.384837
- B/E: 139 / 36 , Gen_loss: -0.3402656 MI_loss: 20.633034 Detection error: 0.011496007442474365 time: 1:19:47.244288
- B/E: 140 / 36 , Gen_loss: -0.337441 MI_loss: 20.569029 Detection error: 0.011495590209960938 time: 1:19:48.023670
- B/E: 141 / 36 , Gen_loss: -0.34854248 MI_loss: 21.087887 Detection error: 0.011488139629364014 time: 1:19:48.772804
- B/E: 142 / 36 , Gen_loss: -0.34631273 MI_loss: 21.110098 Detection error: 0.01148754358291626 time: 1:19:49.610281
- B/E: 143 / 36 , Gen_loss: -0.34499174 MI_loss: 20.856516 Detection error: 0.011488258838653564 time: 1:19:50.466852
- B/E: 144 / 36 , Gen_loss: -0.33446285 MI_loss: 20.439674 Detection error: 0.011493563652038574 time: 1:19:51.355362
- B/E: 145 / 36 , Gen_loss: -0.34143198 MI_loss: 20.67533 Detection error: 0.011495053768157959 time: 1:19:52.212903
- B/E: 146 / 36 , Gen_loss: -0.3323241 MI_loss: 20.003178 Detection error: 0.01149362325668335 time: 1:19:53.075318
- B/E: 147 / 36 , Gen_loss: -0.34317413 MI_loss: 20.885868 Detection error: 0.011495769023895264 time: 1:19:53.932511
- B/E: 148 / 36 , Gen_loss: -0.3476188 MI_loss: 21.149815 Detection error: 0.011494994163513184 time: 1:19:54.885708
- B/E: 149 / 36 , Gen_loss: -0.34612793 MI_loss: 21.29375 Detection error: 0.011502265930175781 time: 1:19:55.743220
-
- Test Loss: 12.73982 Test Error: 0.011675000190734863
- -----
- EPOCH: 37
- B/E: 0 / 37 , Gen_loss: -0.3446353 MI_loss: 20.884802 Detection error: 0.012624979019165039 time: 1:19:57.724230
- B/E: 1 / 37 , Gen_loss: -0.27756664 MI_loss: 17.24552 Detection error: 0.01535940170288086 time: 1:20:03.373348
- B/E: 2 / 37 , Gen_loss: -0.31301227 MI_loss: 18.763767 Detection error: 0.013864576816558838 time: 1:20:04.244286
- B/E: 3 / 37 , Gen_loss: -0.3232031 MI_loss: 19.820072 Detection error: 0.013843774795532227 time: 1:20:05.098238
- B/E: 4 / 37 , Gen_loss: -0.33179203 MI_loss: 20.358456 Detection error: 0.013593733310699463 time: 1:20:05.959473
- B/E: 5 / 37 , Gen_loss: -0.3208367 MI_loss: 19.405735 Detection error: 0.013166666030883789 time: 1:20:06.816570
- B/E: 6 / 37 , Gen_loss: -0.33140475 MI_loss: 20.23598 Detection error: 0.013008952140808105 time: 1:20:07.674237
- B/E: 7 / 37 , Gen_loss: -0.3254473 MI_loss: 19.935196 Detection error: 0.012949228286743164 time: 1:20:08.535228
- B/E: 8 / 37 , Gen_loss: -0.34394944 MI_loss: 21.034485 Detection error: 0.012743055820465088 time: 1:20:09.401074
- B/E: 9 / 37 , Gen_loss: -0.34302697 MI_loss: 20.773884 Detection error: 0.012518763542175293 time: 1:20:10.260260
- B/E: 10 / 37 , Gen_loss: -0.3413369 MI_loss: 20.851015 Detection error: 0.01244884729385376 time: 1:20:11.214208
- B/E: 11 / 37 , Gen_loss: -0.34919986 MI_loss: 21.162241 Detection error: 0.012348949909210205 time: 1:20:12.072538
- B/E: 12 / 37 , Gen_loss: -0.34933734 MI_loss: 21.252245 Detection error: 0.012399017810821533 time: 1:20:12.932422
- B/E: 13 / 37 , Gen_loss: -0.33677554 MI_loss: 20.382957 Detection error: 0.0122566819190979 time: 1:20:13.789077
- B/E: 14 / 37 , Gen_loss: -0.34542656 MI_loss: 20.995451 Detection error: 0.012187480926513672 time: 1:20:14.646174
- B/E: 15 / 37 , Gen_loss: -0.34231764 MI_loss: 20.684616 Detection error: 0.012156248092651367 time: 1:20:15.501932
- B/E: 16 / 37 , Gen_loss: -0.34531784 MI_loss: 20.76224 Detection error: 0.01206064224243164 time: 1:20:16.381992
- B/E: 17 / 37 , Gen_loss: -0.33765143 MI_loss: 20.452425 Detection error: 0.011980891227722168 time: 1:20:17.238189
- B/E: 18 / 37 , Gen_loss: -0.33972216 MI_loss: 20.65199 Detection error: 0.011927604675292969 time: 1:20:18.098861
- B/E: 19 / 37 , Gen_loss: -0.34972766 MI_loss: 21.251345 Detection error: 0.011881232261657715 time: 1:20:18.959549
- B/E: 20 / 37 , Gen_loss: -0.3404207 MI_loss: 20.786724 Detection error: 0.011898815631866455 time: 1:20:19.818996
- B/E: 21 / 37 , Gen_loss: -0.33491135 MI_loss: 20.403938 Detection error: 0.011907696723937988 time: 1:20:20.682156
- B/E: 22 / 37 , Gen_loss: -0.3334922 MI_loss: 20.057354 Detection error: 0.011826097965240479 time: 1:20:21.543631
- B/E: 23 / 37 , Gen_loss: -0.34543502 MI_loss: 20.988869 Detection error: 0.011820316314697266 time: 1:20:22.405072
- B/E: 24 / 37 , Gen_loss: -0.34946868 MI_loss: 21.157822 Detection error: 0.011813759803771973 time: 1:20:23.263770
- B/E: 25 / 37 , Gen_loss: -0.3352009 MI_loss: 20.32173 Detection error: 0.011793255805969238 time: 1:20:24.243273
- B/E: 26 / 37 , Gen_loss: -0.3462221 MI_loss: 21.143278 Detection error: 0.011827528476715088 time: 1:20:25.104041
- B/E: 27 / 37 , Gen_loss: -0.3519276 MI_loss: 21.44647 Detection error: 0.011792421340942383 time: 1:20:25.964385
- B/E: 28 / 37 , Gen_loss: -0.34520704 MI_loss: 20.869118 Detection error: 0.011800646781921387 time: 1:20:26.821215
- B/E: 29 / 37 , Gen_loss: -0.34223533 MI_loss: 20.764729 Detection error: 0.011794805526733398 time: 1:20:27.690315
- B/E: 30 / 37 , Gen_loss: -0.33667395 MI_loss: 20.430689 Detection error: 0.011747002601623535 time: 1:20:28.551389
- B/E: 31 / 37 , Gen_loss: -0.33756945 MI_loss: 20.507587 Detection error: 0.011710941791534424 time: 1:20:29.412840
- B/E: 32 / 37 , Gen_loss: -0.3354036 MI_loss: 20.417562 Detection error: 0.011691272258758545 time: 1:20:30.272229
- B/E: 33 / 37 , Gen_loss: -0.34038973 MI_loss: 20.740318 Detection error: 0.011673688888549805 time: 1:20:31.150984
- B/E: 34 / 37 , Gen_loss: -0.33984178 MI_loss: 20.75128 Detection error: 0.011669635772705078 time: 1:20:32.009629
- B/E: 35 / 37 , Gen_loss: -0.34745646 MI_loss: 21.13773 Detection error: 0.01164233684539795 time: 1:20:32.867891
- B/E: 36 / 37 , Gen_loss: -0.3467647 MI_loss: 21.048306 Detection error: 0.011619925498962402 time: 1:20:33.726478
- B/E: 37 / 37 , Gen_loss: -0.34969488 MI_loss: 21.214394 Detection error: 0.011610209941864014 time: 1:20:34.583792
- B/E: 38 / 37 , Gen_loss: -0.3456645 MI_loss: 21.109539 Detection error: 0.011626601219177246 time: 1:20:35.442308
- B/E: 39 / 37 , Gen_loss: -0.34620678 MI_loss: 20.932083 Detection error: 0.011598408222198486 time: 1:20:36.300485
- B/E: 40 / 37 , Gen_loss: -0.3463995 MI_loss: 20.946756 Detection error: 0.011594533920288086 time: 1:20:37.104746
- B/E: 41 / 37 , Gen_loss: -0.3397663 MI_loss: 20.613052 Detection error: 0.01159447431564331 time: 1:20:37.953460
- B/E: 42 / 37 , Gen_loss: -0.34634024 MI_loss: 20.94949 Detection error: 0.011572659015655518 time: 1:20:38.707377
- B/E: 43 / 37 , Gen_loss: -0.35289612 MI_loss: 21.456787 Detection error: 0.01157599687576294 time: 1:20:39.565834
- B/E: 44 / 37 , Gen_loss: -0.33317637 MI_loss: 20.414864 Detection error: 0.011578500270843506 time: 1:20:40.422614
- B/E: 45 / 37 , Gen_loss: -0.36064473 MI_loss: 21.794693 Detection error: 0.01158285140991211 time: 1:20:41.203097
- B/E: 46 / 37 , Gen_loss: -0.3465226 MI_loss: 21.080488 Detection error: 0.011577785015106201 time: 1:20:41.954099
- B/E: 47 / 37 , Gen_loss: -0.3371728 MI_loss: 20.400478 Detection error: 0.01154559850692749 time: 1:20:42.706600
- B/E: 48 / 37 , Gen_loss: -0.34501123 MI_loss: 21.082012 Detection error: 0.01155930757522583 time: 1:20:43.460060
- B/E: 49 / 37 , Gen_loss: -0.34710997 MI_loss: 21.111885 Detection error: 0.011563122272491455 time: 1:20:44.210848
- B/E: 50 / 37 , Gen_loss: -0.33424303 MI_loss: 20.308708 Detection error: 0.011556386947631836 time: 1:20:44.977094
- B/E: 51 / 37 , Gen_loss: -0.35029405 MI_loss: 21.352158 Detection error: 0.01154869794845581 time: 1:20:45.725489
- B/E: 52 / 37 , Gen_loss: -0.35560918 MI_loss: 21.596863 Detection error: 0.011535406112670898 time: 1:20:46.479773
- B/E: 53 / 37 , Gen_loss: -0.3655338 MI_loss: 22.15353 Detection error: 0.011545717716217041 time: 1:20:47.332349
- B/E: 54 / 37 , Gen_loss: -0.3491191 MI_loss: 21.172152 Detection error: 0.011533498764038086 time: 1:20:48.187316
- B/E: 55 / 37 , Gen_loss: -0.34558964 MI_loss: 21.044558 Detection error: 0.011526226997375488 time: 1:20:49.045867
- B/E: 56 / 37 , Gen_loss: -0.34671187 MI_loss: 21.09969 Detection error: 0.011503815650939941 time: 1:20:49.907996
- B/E: 57 / 37 , Gen_loss: -0.34999844 MI_loss: 21.31527 Detection error: 0.0114859938621521 time: 1:20:50.856072
- B/E: 58 / 37 , Gen_loss: -0.3322809 MI_loss: 20.203466 Detection error: 0.011478841304779053 time: 1:20:51.707796
- B/E: 59 / 37 , Gen_loss: -0.33732677 MI_loss: 20.443758 Detection error: 0.011498987674713135 time: 1:20:52.565420
- B/E: 60 / 37 , Gen_loss: -0.34906223 MI_loss: 21.152485 Detection error: 0.011498987674713135 time: 1:20:53.422366
- B/E: 61 / 37 , Gen_loss: -0.34344795 MI_loss: 20.95266 Detection error: 0.01148688793182373 time: 1:20:54.282046
- B/E: 62 / 37 , Gen_loss: -0.35518116 MI_loss: 21.57024 Detection error: 0.011494040489196777 time: 1:20:55.139385
- B/E: 63 / 37 , Gen_loss: -0.35544598 MI_loss: 21.530155 Detection error: 0.011490225791931152 time: 1:20:55.944026
- B/E: 64 / 37 , Gen_loss: -0.34117824 MI_loss: 20.777336 Detection error: 0.011485576629638672 time: 1:20:56.694177
- B/E: 65 / 37 , Gen_loss: -0.3468223 MI_loss: 21.163437 Detection error: 0.011474907398223877 time: 1:20:57.471915
- B/E: 66 / 37 , Gen_loss: -0.34578016 MI_loss: 20.953175 Detection error: 0.011465013027191162 time: 1:20:58.221725
- B/E: 67 / 37 , Gen_loss: -0.35168973 MI_loss: 21.326424 Detection error: 0.011454522609710693 time: 1:20:58.974937
- B/E: 68 / 37 , Gen_loss: -0.35168296 MI_loss: 21.321102 Detection error: 0.01145017147064209 time: 1:20:59.724927
- B/E: 69 / 37 , Gen_loss: -0.34095484 MI_loss: 20.810913 Detection error: 0.011464297771453857 time: 1:21:00.473943
- B/E: 70 / 37 , Gen_loss: -0.35799822 MI_loss: 21.712822 Detection error: 0.01144939661026001 time: 1:21:01.236963
- B/E: 71 / 37 , Gen_loss: -0.32984638 MI_loss: 20.0709 Detection error: 0.011452674865722656 time: 1:21:01.986478
- B/E: 72 / 37 , Gen_loss: -0.35059315 MI_loss: 21.211037 Detection error: 0.01145249605178833 time: 1:21:02.817027
- B/E: 73 / 37 , Gen_loss: -0.34728485 MI_loss: 21.180708 Detection error: 0.011457324028015137 time: 1:21:03.699957
- B/E: 74 / 37 , Gen_loss: -0.34853816 MI_loss: 21.166113 Detection error: 0.011454582214355469 time: 1:21:04.587080
- B/E: 75 / 37 , Gen_loss: -0.3353329 MI_loss: 20.338305 Detection error: 0.011447370052337646 time: 1:21:05.453360
- B/E: 76 / 37 , Gen_loss: -0.34202614 MI_loss: 20.938475 Detection error: 0.011449694633483887 time: 1:21:06.309871
- B/E: 77 / 37 , Gen_loss: -0.33993182 MI_loss: 20.554024 Detection error: 0.011445105075836182 time: 1:21:07.166485
- B/E: 78 / 37 , Gen_loss: -0.34370637 MI_loss: 20.730822 Detection error: 0.011440277099609375 time: 1:21:08.023947
- B/E: 79 / 37 , Gen_loss: -0.33432573 MI_loss: 20.2721 Detection error: 0.011450767517089844 time: 1:21:08.884581
- B/E: 80 / 37 , Gen_loss: -0.3514987 MI_loss: 21.311834 Detection error: 0.011456429958343506 time: 1:21:09.671433
- B/E: 81 / 37 , Gen_loss: -0.33962306 MI_loss: 20.346828 Detection error: 0.011444330215454102 time: 1:21:10.421361
- B/E: 82 / 37 , Gen_loss: -0.34097624 MI_loss: 20.702877 Detection error: 0.011436760425567627 time: 1:21:11.169687
- B/E: 83 / 37 , Gen_loss: -0.3506965 MI_loss: 21.25771 Detection error: 0.011440873146057129 time: 1:21:11.919575
- B/E: 84 / 37 , Gen_loss: -0.35342902 MI_loss: 21.483093 Detection error: 0.011438250541687012 time: 1:21:12.791883
- B/E: 85 / 37 , Gen_loss: -0.34522578 MI_loss: 20.82042 Detection error: 0.01141822338104248 time: 1:21:13.646321
- B/E: 86 / 37 , Gen_loss: -0.34295964 MI_loss: 20.818844 Detection error: 0.011424899101257324 time: 1:21:14.500738
- B/E: 87 / 37 , Gen_loss: -0.35008675 MI_loss: 21.086752 Detection error: 0.011405527591705322 time: 1:21:15.358133
- B/E: 88 / 37 , Gen_loss: -0.35162196 MI_loss: 21.226688 Detection error: 0.011393249034881592 time: 1:21:16.214908
- B/E: 89 / 37 , Gen_loss: -0.34603006 MI_loss: 20.991568 Detection error: 0.01140451431274414 time: 1:21:17.168717
- B/E: 90 / 37 , Gen_loss: -0.3481384 MI_loss: 21.082323 Detection error: 0.011402487754821777 time: 1:21:18.028871
- B/E: 91 / 37 , Gen_loss: -0.34355086 MI_loss: 20.896257 Detection error: 0.011405885219573975 time: 1:21:18.808759
- B/E: 92 / 37 , Gen_loss: -0.3439369 MI_loss: 20.917038 Detection error: 0.011394798755645752 time: 1:21:19.561014
- B/E: 93 / 37 , Gen_loss: -0.3415059 MI_loss: 20.71956 Detection error: 0.011394262313842773 time: 1:21:20.342124
- B/E: 94 / 37 , Gen_loss: -0.3453315 MI_loss: 21.22153 Detection error: 0.011409223079681396 time: 1:21:21.125874
- B/E: 95 / 37 , Gen_loss: -0.3418928 MI_loss: 20.967571 Detection error: 0.011411786079406738 time: 1:21:21.875278
- B/E: 96 / 37 , Gen_loss: -0.34318385 MI_loss: 20.768696 Detection error: 0.011407852172851562 time: 1:21:22.642713
- B/E: 97 / 37 , Gen_loss: -0.34243286 MI_loss: 20.713203 Detection error: 0.01140052080154419 time: 1:21:23.509897
- B/E: 98 / 37 , Gen_loss: -0.3422145 MI_loss: 20.628407 Detection error: 0.01138603687286377 time: 1:21:24.367148
- B/E: 99 / 37 , Gen_loss: -0.3456148 MI_loss: 20.899382 Detection error: 0.011383771896362305 time: 1:21:25.225339
- B/E: 100 / 37 , Gen_loss: -0.3547243 MI_loss: 21.490955 Detection error: 0.011385202407836914 time: 1:21:26.084438
- B/E: 101 / 37 , Gen_loss: -0.3358445 MI_loss: 20.471006 Detection error: 0.011390328407287598 time: 1:21:26.943858
- B/E: 102 / 37 , Gen_loss: -0.35484847 MI_loss: 21.560575 Detection error: 0.011381089687347412 time: 1:21:27.805146
- B/E: 103 / 37 , Gen_loss: -0.35070238 MI_loss: 21.238766 Detection error: 0.011380434036254883 time: 1:21:28.661891
- B/E: 104 / 37 , Gen_loss: -0.34592378 MI_loss: 20.9903 Detection error: 0.011390745639801025 time: 1:21:29.519021
- B/E: 105 / 37 , Gen_loss: -0.34438145 MI_loss: 20.856277 Detection error: 0.011387407779693604 time: 1:21:30.466115
- B/E: 106 / 37 , Gen_loss: -0.34226933 MI_loss: 20.80186 Detection error: 0.011399269104003906 time: 1:21:31.360292
- B/E: 107 / 37 , Gen_loss: -0.34885472 MI_loss: 21.176828 Detection error: 0.011409163475036621 time: 1:21:32.216810
- B/E: 108 / 37 , Gen_loss: -0.3424508 MI_loss: 20.763733 Detection error: 0.011407136917114258 time: 1:21:33.086602
- B/E: 109 / 37 , Gen_loss: -0.34898856 MI_loss: 21.20258 Detection error: 0.011406540870666504 time: 1:21:33.947578
- B/E: 110 / 37 , Gen_loss: -0.35280144 MI_loss: 21.23686 Detection error: 0.011392474174499512 time: 1:21:34.819609
- B/E: 111 / 37 , Gen_loss: -0.33894348 MI_loss: 20.44554 Detection error: 0.011390924453735352 time: 1:21:35.680855
- B/E: 112 / 37 , Gen_loss: -0.34647274 MI_loss: 21.003098 Detection error: 0.011384665966033936 time: 1:21:36.547339
- B/E: 113 / 37 , Gen_loss: -0.34580112 MI_loss: 21.154148 Detection error: 0.01138925552368164 time: 1:21:37.406854
- B/E: 114 / 37 , Gen_loss: -0.34443685 MI_loss: 20.95969 Detection error: 0.011392414569854736 time: 1:21:38.236923
- B/E: 115 / 37 , Gen_loss: -0.3511955 MI_loss: 21.164783 Detection error: 0.011383056640625 time: 1:21:38.987151
- B/E: 116 / 37 , Gen_loss: -0.33775252 MI_loss: 20.52494 Detection error: 0.011385679244995117 time: 1:21:39.820723
- B/E: 117 / 37 , Gen_loss: -0.34742832 MI_loss: 21.204609 Detection error: 0.011384248733520508 time: 1:21:40.677574
- B/E: 118 / 37 , Gen_loss: -0.34560165 MI_loss: 21.014158 Detection error: 0.0113755464553833 time: 1:21:41.533858
- B/E: 119 / 37 , Gen_loss: -0.3471004 MI_loss: 20.978796 Detection error: 0.011371374130249023 time: 1:21:42.395508
- B/E: 120 / 37 , Gen_loss: -0.34864244 MI_loss: 21.060238 Detection error: 0.011365950107574463 time: 1:21:43.186213
- B/E: 121 / 37 , Gen_loss: -0.34197202 MI_loss: 20.970137 Detection error: 0.011365294456481934 time: 1:21:44.032282
- B/E: 122 / 37 , Gen_loss: -0.3455578 MI_loss: 20.920082 Detection error: 0.011363029479980469 time: 1:21:44.801659
- B/E: 123 / 37 , Gen_loss: -0.34747154 MI_loss: 21.213371 Detection error: 0.01135408878326416 time: 1:21:45.551324
- B/E: 124 / 37 , Gen_loss: -0.3494556 MI_loss: 21.242594 Detection error: 0.011363506317138672 time: 1:21:46.388121
- B/E: 125 / 37 , Gen_loss: -0.35201174 MI_loss: 21.310354 Detection error: 0.011362612247467041 time: 1:21:47.244130
- B/E: 126 / 37 , Gen_loss: -0.34726584 MI_loss: 21.182812 Detection error: 0.011371791362762451 time: 1:21:48.106076
- B/E: 127 / 37 , Gen_loss: -0.34006754 MI_loss: 20.839397 Detection error: 0.01136791706085205 time: 1:21:48.964356
- B/E: 128 / 37 , Gen_loss: -0.34383643 MI_loss: 20.910305 Detection error: 0.011369645595550537 time: 1:21:49.828616
- B/E: 129 / 37 , Gen_loss: -0.34105963 MI_loss: 20.8056 Detection error: 0.011378347873687744 time: 1:21:50.685664
- B/E: 130 / 37 , Gen_loss: -0.3437643 MI_loss: 20.942692 Detection error: 0.01138526201248169 time: 1:21:51.546588
- B/E: 131 / 37 , Gen_loss: -0.3405482 MI_loss: 20.605427 Detection error: 0.01138615608215332 time: 1:21:52.406283
- B/E: 132 / 37 , Gen_loss: -0.34966755 MI_loss: 21.28268 Detection error: 0.011380612850189209 time: 1:21:53.267366
- B/E: 133 / 37 , Gen_loss: -0.35079366 MI_loss: 21.32938 Detection error: 0.011386632919311523 time: 1:21:54.123232
- B/E: 134 / 37 , Gen_loss: -0.34477428 MI_loss: 21.166391 Detection error: 0.011395812034606934 time: 1:21:54.980787
- B/E: 135 / 37 , Gen_loss: -0.33339167 MI_loss: 20.201105 Detection error: 0.011394739151000977 time: 1:21:55.839477
- B/E: 136 / 37 , Gen_loss: -0.3400383 MI_loss: 20.80255 Detection error: 0.011395514011383057 time: 1:21:56.705818
- B/E: 137 / 37 , Gen_loss: -0.34986937 MI_loss: 21.227736 Detection error: 0.011400818824768066 time: 1:21:57.652593
- B/E: 138 / 37 , Gen_loss: -0.34657314 MI_loss: 21.154879 Detection error: 0.011404454708099365 time: 1:21:58.510384
- B/E: 139 / 37 , Gen_loss: -0.34643823 MI_loss: 21.022896 Detection error: 0.01141202449798584 time: 1:21:59.369104
- B/E: 140 / 37 , Gen_loss: -0.33677664 MI_loss: 20.332743 Detection error: 0.011410653591156006 time: 1:22:00.228176
- B/E: 141 / 37 , Gen_loss: -0.34383982 MI_loss: 20.798435 Detection error: 0.011411070823669434 time: 1:22:01.088674
- B/E: 142 / 37 , Gen_loss: -0.34001946 MI_loss: 20.66791 Detection error: 0.011409103870391846 time: 1:22:01.948300
- B/E: 143 / 37 , Gen_loss: -0.34678018 MI_loss: 20.938557 Detection error: 0.01141059398651123 time: 1:22:02.809630
- B/E: 144 / 37 , Gen_loss: -0.34833682 MI_loss: 21.13557 Detection error: 0.011416792869567871 time: 1:22:03.668987
- B/E: 145 / 37 , Gen_loss: -0.34968078 MI_loss: 21.12912 Detection error: 0.011417150497436523 time: 1:22:04.560014
- B/E: 146 / 37 , Gen_loss: -0.34177595 MI_loss: 20.664394 Detection error: 0.011415839195251465 time: 1:22:05.420980
- B/E: 147 / 37 , Gen_loss: -0.35156992 MI_loss: 21.407734 Detection error: 0.011418700218200684 time: 1:22:06.280188
- B/E: 148 / 37 , Gen_loss: -0.3433616 MI_loss: 20.807182 Detection error: 0.011420488357543945 time: 1:22:07.139620
- B/E: 149 / 37 , Gen_loss: -0.33499476 MI_loss: 20.456892 Detection error: 0.011424601078033447 time: 1:22:08.006899
-
- Test Loss: 12.648376 Test Error: 0.01162499189376831
- -----
- EPOCH: 38
- B/E: 0 / 38 , Gen_loss: -0.34000215 MI_loss: 20.639847 Detection error: 0.012437522411346436 time: 1:22:09.838986
- B/E: 1 / 38 , Gen_loss: -0.29208034 MI_loss: 18.061136 Detection error: 0.015343725681304932 time: 1:22:15.707979
- B/E: 2 / 38 , Gen_loss: -0.3360488 MI_loss: 20.413788 Detection error: 0.01382291316986084 time: 1:22:16.779163
- B/E: 3 / 38 , Gen_loss: -0.32486543 MI_loss: 19.797134 Detection error: 0.014054715633392334 time: 1:22:17.627096
- B/E: 4 / 38 , Gen_loss: -0.33532548 MI_loss: 20.521275 Detection error: 0.01376873254776001 time: 1:22:18.485433
- B/E: 5 / 38 , Gen_loss: -0.32756227 MI_loss: 20.051222 Detection error: 0.013411462306976318 time: 1:22:19.343521
- B/E: 6 / 38 , Gen_loss: -0.3411116 MI_loss: 20.71529 Detection error: 0.013205349445343018 time: 1:22:20.197742
- B/E: 7 / 38 , Gen_loss: -0.3374862 MI_loss: 20.65256 Detection error: 0.013203144073486328 time: 1:22:21.053199
- B/E: 8 / 38 , Gen_loss: -0.33687544 MI_loss: 20.43674 Detection error: 0.012913167476654053 time: 1:22:21.906929
- B/E: 9 / 38 , Gen_loss: -0.3424 MI_loss: 20.862394 Detection error: 0.012718737125396729 time: 1:22:22.765263
- B/E: 10 / 38 , Gen_loss: -0.34117872 MI_loss: 20.84948 Detection error: 0.012596607208251953 time: 1:22:23.619566
- B/E: 11 / 38 , Gen_loss: -0.3373433 MI_loss: 20.342075 Detection error: 0.012460947036743164 time: 1:22:24.473530
- B/E: 12 / 38 , Gen_loss: -0.33353192 MI_loss: 20.280582 Detection error: 0.012478351593017578 time: 1:22:25.329779
- B/E: 13 / 38 , Gen_loss: -0.34340972 MI_loss: 20.893478 Detection error: 0.012325882911682129 time: 1:22:26.190834
- B/E: 14 / 38 , Gen_loss: -0.34799606 MI_loss: 21.29605 Detection error: 0.012291669845581055 time: 1:22:27.047398
- B/E: 15 / 38 , Gen_loss: -0.3463244 MI_loss: 20.881174 Detection error: 0.012187480926513672 time: 1:22:27.904437
- B/E: 16 / 38 , Gen_loss: -0.34606895 MI_loss: 20.89993 Detection error: 0.012121319770812988 time: 1:22:28.758363
- B/E: 17 / 38 , Gen_loss: -0.33647272 MI_loss: 20.435337 Detection error: 0.012055575847625732 time: 1:22:29.617269
- B/E: 18 / 38 , Gen_loss: -0.3378388 MI_loss: 20.59538 Detection error: 0.011986851692199707 time: 1:22:30.491722
- B/E: 19 / 38 , Gen_loss: -0.3388546 MI_loss: 20.559753 Detection error: 0.011901557445526123 time: 1:22:31.243443
- B/E: 20 / 38 , Gen_loss: -0.33281446 MI_loss: 20.198769 Detection error: 0.01189732551574707 time: 1:22:31.992236
- B/E: 21 / 38 , Gen_loss: -0.33688897 MI_loss: 20.527834 Detection error: 0.011899173259735107 time: 1:22:32.745946
- B/E: 22 / 38 , Gen_loss: -0.34388953 MI_loss: 20.899548 Detection error: 0.011858701705932617 time: 1:22:33.521326
- B/E: 23 / 38 , Gen_loss: -0.34494066 MI_loss: 20.763481 Detection error: 0.011830747127532959 time: 1:22:34.271735
- B/E: 24 / 38 , Gen_loss: -0.3429122 MI_loss: 20.629671 Detection error: 0.011802494525909424 time: 1:22:35.021203
- B/E: 25 / 38 , Gen_loss: -0.3416449 MI_loss: 20.523056 Detection error: 0.01179569959640503 time: 1:22:35.770246
- B/E: 26 / 38 , Gen_loss: -0.3526312 MI_loss: 21.403576 Detection error: 0.011832177639007568 time: 1:22:36.516777
- B/E: 27 / 38 , Gen_loss: -0.33886254 MI_loss: 20.744812 Detection error: 0.011806905269622803 time: 1:22:37.289308
- B/E: 28 / 38 , Gen_loss: -0.34545824 MI_loss: 21.03595 Detection error: 0.011793076992034912 time: 1:22:38.047202
- B/E: 29 / 38 , Gen_loss: -0.34018263 MI_loss: 20.797832 Detection error: 0.011803150177001953 time: 1:22:38.796640
- B/E: 30 / 38 , Gen_loss: -0.32948926 MI_loss: 20.052729 Detection error: 0.011756062507629395 time: 1:22:39.560543
- B/E: 31 / 38 , Gen_loss: -0.3469335 MI_loss: 21.084152 Detection error: 0.01173633337020874 time: 1:22:40.388460
- B/E: 32 / 38 , Gen_loss: -0.34004802 MI_loss: 20.592793 Detection error: 0.01173388957977295 time: 1:22:41.146488
- B/E: 33 / 38 , Gen_loss: -0.32722256 MI_loss: 19.926214 Detection error: 0.011688411235809326 time: 1:22:41.939514
- B/E: 34 / 38 , Gen_loss: -0.34073982 MI_loss: 20.752127 Detection error: 0.011679470539093018 time: 1:22:42.690735
- B/E: 35 / 38 , Gen_loss: -0.3448863 MI_loss: 20.897743 Detection error: 0.011651933193206787 time: 1:22:43.560767
- B/E: 36 / 38 , Gen_loss: -0.34786436 MI_loss: 21.15491 Detection error: 0.0116233229637146 time: 1:22:44.417072
- B/E: 37 / 38 , Gen_loss: -0.35496497 MI_loss: 21.46742 Detection error: 0.01161181926727295 time: 1:22:45.299564
- B/E: 38 / 38 , Gen_loss: -0.34231925 MI_loss: 20.881874 Detection error: 0.01162177324295044 time: 1:22:46.156383
- B/E: 39 / 38 , Gen_loss: -0.3439105 MI_loss: 20.808136 Detection error: 0.011607050895690918 time: 1:22:47.012085
- B/E: 40 / 38 , Gen_loss: -0.34368762 MI_loss: 20.876709 Detection error: 0.01158154010772705 time: 1:22:47.867820
- B/E: 41 / 38 , Gen_loss: -0.34683278 MI_loss: 21.228027 Detection error: 0.011581122875213623 time: 1:22:48.737537
- B/E: 42 / 38 , Gen_loss: -0.33245182 MI_loss: 20.037079 Detection error: 0.011555254459381104 time: 1:22:49.592926
- B/E: 43 / 38 , Gen_loss: -0.34097457 MI_loss: 20.6509 Detection error: 0.01156318187713623 time: 1:22:50.448402
- B/E: 44 / 38 , Gen_loss: -0.34518567 MI_loss: 20.927738 Detection error: 0.011561095714569092 time: 1:22:51.304259
- B/E: 45 / 38 , Gen_loss: -0.34772176 MI_loss: 21.14728 Detection error: 0.011569976806640625 time: 1:22:52.161172
- B/E: 46 / 38 , Gen_loss: -0.33706406 MI_loss: 20.590643 Detection error: 0.011565148830413818 time: 1:22:53.021226
- B/E: 47 / 38 , Gen_loss: -0.34948197 MI_loss: 21.102978 Detection error: 0.011540353298187256 time: 1:22:53.878742
- B/E: 48 / 38 , Gen_loss: -0.33495194 MI_loss: 20.437365 Detection error: 0.011549115180969238 time: 1:22:54.832293
- B/E: 49 / 38 , Gen_loss: -0.3419711 MI_loss: 20.824999 Detection error: 0.011559367179870605 time: 1:22:55.694206
- B/E: 50 / 38 , Gen_loss: -0.33659947 MI_loss: 20.371239 Detection error: 0.011545956134796143 time: 1:22:56.551054
- B/E: 51 / 38 , Gen_loss: -0.33614954 MI_loss: 20.531551 Detection error: 0.011542677879333496 time: 1:22:57.408120
- B/E: 52 / 38 , Gen_loss: -0.34803897 MI_loss: 21.0387 Detection error: 0.011528313159942627 time: 1:22:58.267362
- B/E: 53 / 38 , Gen_loss: -0.34459117 MI_loss: 20.74446 Detection error: 0.011531829833984375 time: 1:22:59.125223
- B/E: 54 / 38 , Gen_loss: -0.34537956 MI_loss: 21.009155 Detection error: 0.01151418685913086 time: 1:22:59.990138
- B/E: 55 / 38 , Gen_loss: -0.33921283 MI_loss: 20.600178 Detection error: 0.01150500774383545 time: 1:23:00.847187
- B/E: 56 / 38 , Gen_loss: -0.3454259 MI_loss: 20.873896 Detection error: 0.011492311954498291 time: 1:23:01.705343
- B/E: 57 / 38 , Gen_loss: -0.34233892 MI_loss: 20.888273 Detection error: 0.01147681474685669 time: 1:23:02.560696
- B/E: 58 / 38 , Gen_loss: -0.357805 MI_loss: 21.785313 Detection error: 0.011456012725830078 time: 1:23:03.421487
- B/E: 59 / 38 , Gen_loss: -0.3510301 MI_loss: 21.249126 Detection error: 0.011470317840576172 time: 1:23:04.235637
- B/E: 60 / 38 , Gen_loss: -0.34065372 MI_loss: 20.659727 Detection error: 0.011472344398498535 time: 1:23:04.992457
- B/E: 61 / 38 , Gen_loss: -0.33041197 MI_loss: 20.134537 Detection error: 0.011461198329925537 time: 1:23:05.742266
- B/E: 62 / 38 , Gen_loss: -0.33966523 MI_loss: 20.641857 Detection error: 0.011463284492492676 time: 1:23:06.489448
- B/E: 63 / 38 , Gen_loss: -0.3446483 MI_loss: 20.826626 Detection error: 0.011462867259979248 time: 1:23:07.330243
- B/E: 64 / 38 , Gen_loss: -0.34023616 MI_loss: 20.763554 Detection error: 0.011459589004516602 time: 1:23:08.083512
- B/E: 65 / 38 , Gen_loss: -0.3488842 MI_loss: 21.203096 Detection error: 0.011452674865722656 time: 1:23:08.834058
- B/E: 66 / 38 , Gen_loss: -0.35347757 MI_loss: 21.552654 Detection error: 0.011447787284851074 time: 1:23:09.584911
- B/E: 67 / 38 , Gen_loss: -0.35262373 MI_loss: 21.431026 Detection error: 0.011439323425292969 time: 1:23:10.449561
- B/E: 68 / 38 , Gen_loss: -0.34980115 MI_loss: 21.337217 Detection error: 0.011430680751800537 time: 1:23:11.335296
- B/E: 69 / 38 , Gen_loss: -0.34669462 MI_loss: 21.01408 Detection error: 0.011441528797149658 time: 1:23:12.189529
- B/E: 70 / 38 , Gen_loss: -0.34819326 MI_loss: 21.037966 Detection error: 0.011430025100708008 time: 1:23:12.972699
- B/E: 71 / 38 , Gen_loss: -0.3415752 MI_loss: 20.752293 Detection error: 0.011437952518463135 time: 1:23:13.720940
- B/E: 72 / 38 , Gen_loss: -0.35240364 MI_loss: 21.456581 Detection error: 0.011437058448791504 time: 1:23:14.482069
- B/E: 73 / 38 , Gen_loss: -0.33878404 MI_loss: 20.58206 Detection error: 0.011425673961639404 time: 1:23:15.239650
- B/E: 74 / 38 , Gen_loss: -0.3541481 MI_loss: 21.540447 Detection error: 0.011429190635681152 time: 1:23:16.051373
- B/E: 75 / 38 , Gen_loss: -0.3400163 MI_loss: 20.590755 Detection error: 0.011419832706451416 time: 1:23:16.810357
- B/E: 76 / 38 , Gen_loss: -0.33458355 MI_loss: 20.36071 Detection error: 0.011416792869567871 time: 1:23:17.582143
- B/E: 77 / 38 , Gen_loss: -0.34094152 MI_loss: 20.615566 Detection error: 0.011415481567382812 time: 1:23:18.352957
- B/E: 78 / 38 , Gen_loss: -0.35316244 MI_loss: 21.323385 Detection error: 0.011406660079956055 time: 1:23:19.189413
- B/E: 79 / 38 , Gen_loss: -0.33596534 MI_loss: 20.513723 Detection error: 0.011418342590332031 time: 1:23:20.142162
- B/E: 80 / 38 , Gen_loss: -0.3484293 MI_loss: 21.267904 Detection error: 0.01141899824142456 time: 1:23:20.998479
- B/E: 81 / 38 , Gen_loss: -0.3409879 MI_loss: 20.65537 Detection error: 0.011412322521209717 time: 1:23:21.856628
- B/E: 82 / 38 , Gen_loss: -0.3480248 MI_loss: 21.093252 Detection error: 0.011411905288696289 time: 1:23:22.714090
- B/E: 83 / 38 , Gen_loss: -0.34657648 MI_loss: 21.026436 Detection error: 0.011412203311920166 time: 1:23:23.570680
- B/E: 84 / 38 , Gen_loss: -0.34942502 MI_loss: 21.15876 Detection error: 0.01141136884689331 time: 1:23:24.426423
- B/E: 85 / 38 , Gen_loss: -0.34726155 MI_loss: 21.053305 Detection error: 0.01139134168624878 time: 1:23:25.285138
- B/E: 86 / 38 , Gen_loss: -0.34790692 MI_loss: 21.097267 Detection error: 0.011392593383789062 time: 1:23:26.146266
- B/E: 87 / 38 , Gen_loss: -0.35540435 MI_loss: 21.390148 Detection error: 0.011376440525054932 time: 1:23:27.005259
- B/E: 88 / 38 , Gen_loss: -0.3418714 MI_loss: 20.68644 Detection error: 0.011359572410583496 time: 1:23:27.866500
- B/E: 89 / 38 , Gen_loss: -0.34657788 MI_loss: 21.226519 Detection error: 0.011380195617675781 time: 1:23:28.728734
- B/E: 90 / 38 , Gen_loss: -0.34138852 MI_loss: 20.687607 Detection error: 0.011377394199371338 time: 1:23:29.588389
- B/E: 91 / 38 , Gen_loss: -0.34532726 MI_loss: 21.022331 Detection error: 0.011380791664123535 time: 1:23:30.444809
- B/E: 92 / 38 , Gen_loss: -0.3434312 MI_loss: 20.81821 Detection error: 0.011368632316589355 time: 1:23:31.302996
- B/E: 93 / 38 , Gen_loss: -0.34881583 MI_loss: 21.108408 Detection error: 0.011362671852111816 time: 1:23:32.178083
- B/E: 94 / 38 , Gen_loss: -0.34117255 MI_loss: 20.900158 Detection error: 0.011375963687896729 time: 1:23:33.037462
- B/E: 95 / 38 , Gen_loss: -0.34383684 MI_loss: 20.88543 Detection error: 0.01137632131576538 time: 1:23:33.903439
- B/E: 96 / 38 , Gen_loss: -0.34265456 MI_loss: 20.846916 Detection error: 0.011374056339263916 time: 1:23:34.652703
- B/E: 97 / 38 , Gen_loss: -0.34193924 MI_loss: 20.67698 Detection error: 0.011363208293914795 time: 1:23:35.508883
- B/E: 98 / 38 , Gen_loss: -0.34576908 MI_loss: 20.967585 Detection error: 0.011350691318511963 time: 1:23:36.362139
- B/E: 99 / 38 , Gen_loss: -0.3508416 MI_loss: 21.318342 Detection error: 0.011347174644470215 time: 1:23:37.221000
- B/E: 100 / 38 , Gen_loss: -0.3533395 MI_loss: 21.536077 Detection error: 0.011347174644470215 time: 1:23:38.022651
- B/E: 101 / 38 , Gen_loss: -0.35732156 MI_loss: 21.821955 Detection error: 0.011354148387908936 time: 1:23:38.772136
- B/E: 102 / 38 , Gen_loss: -0.34298068 MI_loss: 20.896847 Detection error: 0.011344671249389648 time: 1:23:39.521878
- B/E: 103 / 38 , Gen_loss: -0.34840673 MI_loss: 21.220432 Detection error: 0.011348843574523926 time: 1:23:40.367811
- B/E: 104 / 38 , Gen_loss: -0.34592918 MI_loss: 20.950235 Detection error: 0.011354446411132812 time: 1:23:41.134967
- B/E: 105 / 38 , Gen_loss: -0.3400714 MI_loss: 20.619307 Detection error: 0.011350512504577637 time: 1:23:41.881249
- B/E: 106 / 38 , Gen_loss: -0.34634376 MI_loss: 20.913042 Detection error: 0.011361002922058105 time: 1:23:42.628019
- B/E: 107 / 38 , Gen_loss: -0.34923434 MI_loss: 21.259153 Detection error: 0.011368632316589355 time: 1:23:43.380320
- B/E: 108 / 38 , Gen_loss: -0.32985604 MI_loss: 20.069 Detection error: 0.011372685432434082 time: 1:23:44.128167
- B/E: 109 / 38 , Gen_loss: -0.35042864 MI_loss: 21.39188 Detection error: 0.011362791061401367 time: 1:23:44.909757
- B/E: 110 / 38 , Gen_loss: -0.34654537 MI_loss: 20.837803 Detection error: 0.01135474443435669 time: 1:23:45.745562
- B/E: 111 / 38 , Gen_loss: -0.3452119 MI_loss: 21.022898 Detection error: 0.011354327201843262 time: 1:23:46.690572
- B/E: 112 / 38 , Gen_loss: -0.35125354 MI_loss: 21.27621 Detection error: 0.011349022388458252 time: 1:23:47.546463
- B/E: 113 / 38 , Gen_loss: -0.34822002 MI_loss: 21.088041 Detection error: 0.011352777481079102 time: 1:23:48.413621
- B/E: 114 / 38 , Gen_loss: -0.34280726 MI_loss: 20.994596 Detection error: 0.011358141899108887 time: 1:23:49.269863
- B/E: 115 / 38 , Gen_loss: -0.34609246 MI_loss: 21.012644 Detection error: 0.011350750923156738 time: 1:23:50.050411
- B/E: 116 / 38 , Gen_loss: -0.34191018 MI_loss: 20.854683 Detection error: 0.011352300643920898 time: 1:23:50.827158
- B/E: 117 / 38 , Gen_loss: -0.34123912 MI_loss: 20.77155 Detection error: 0.011353254318237305 time: 1:23:51.597887
- B/E: 118 / 38 , Gen_loss: -0.3397999 MI_loss: 20.54472 Detection error: 0.011346399784088135 time: 1:23:52.352405
- B/E: 119 / 38 , Gen_loss: -0.34538627 MI_loss: 20.986242 Detection error: 0.011343240737915039 time: 1:23:53.187243
- B/E: 120 / 38 , Gen_loss: -0.34751967 MI_loss: 21.012075 Detection error: 0.011336266994476318 time: 1:23:54.031143
- B/E: 121 / 38 , Gen_loss: -0.34109935 MI_loss: 20.81356 Detection error: 0.011337101459503174 time: 1:23:54.875347
- B/E: 122 / 38 , Gen_loss: -0.357812 MI_loss: 21.645767 Detection error: 0.011335134506225586 time: 1:23:55.733824
- B/E: 123 / 38 , Gen_loss: -0.3543626 MI_loss: 21.468456 Detection error: 0.011329889297485352 time: 1:23:56.528952
- B/E: 124 / 38 , Gen_loss: -0.34080598 MI_loss: 20.820305 Detection error: 0.01133573055267334 time: 1:23:57.371210
- B/E: 125 / 38 , Gen_loss: -0.35417482 MI_loss: 21.510479 Detection error: 0.011338293552398682 time: 1:23:58.225619
- B/E: 126 / 38 , Gen_loss: -0.33504394 MI_loss: 20.41216 Detection error: 0.011342763900756836 time: 1:23:59.082283
- B/E: 127 / 38 , Gen_loss: -0.34202155 MI_loss: 20.818806 Detection error: 0.011340796947479248 time: 1:24:00.038132
- B/E: 128 / 38 , Gen_loss: -0.34533548 MI_loss: 20.975878 Detection error: 0.011349797248840332 time: 1:24:00.897225
- B/E: 129 / 38 , Gen_loss: -0.35288784 MI_loss: 21.434515 Detection error: 0.011349737644195557 time: 1:24:01.756539
- B/E: 130 / 38 , Gen_loss: -0.35246995 MI_loss: 21.294666 Detection error: 0.01135784387588501 time: 1:24:02.615058
- B/E: 131 / 38 , Gen_loss: -0.34287816 MI_loss: 20.724722 Detection error: 0.011362195014953613 time: 1:24:03.474261
- B/E: 132 / 38 , Gen_loss: -0.34900868 MI_loss: 21.194174 Detection error: 0.011355757713317871 time: 1:24:04.331312
- B/E: 133 / 38 , Gen_loss: -0.34430927 MI_loss: 20.985584 Detection error: 0.011360526084899902 time: 1:24:05.187061
- B/E: 134 / 38 , Gen_loss: -0.33512202 MI_loss: 20.385754 Detection error: 0.011368751525878906 time: 1:24:06.041942
- B/E: 135 / 38 , Gen_loss: -0.35169375 MI_loss: 21.320873 Detection error: 0.011366009712219238 time: 1:24:06.903667
- B/E: 136 / 38 , Gen_loss: -0.34918255 MI_loss: 21.196634 Detection error: 0.011369526386260986 time: 1:24:07.760000
- B/E: 137 / 38 , Gen_loss: -0.34369266 MI_loss: 20.87694 Detection error: 0.011377036571502686 time: 1:24:08.616394
- B/E: 138 / 38 , Gen_loss: -0.34152764 MI_loss: 20.840298 Detection error: 0.011385798454284668 time: 1:24:09.474401
- B/E: 139 / 38 , Gen_loss: -0.34004152 MI_loss: 20.6874 Detection error: 0.011393547058105469 time: 1:24:10.334009
- B/E: 140 / 38 , Gen_loss: -0.3459231 MI_loss: 21.040897 Detection error: 0.011394917964935303 time: 1:24:11.192361
- B/E: 141 / 38 , Gen_loss: -0.34785053 MI_loss: 21.046822 Detection error: 0.011391699314117432 time: 1:24:12.049876
- B/E: 142 / 38 , Gen_loss: -0.35469338 MI_loss: 21.48282 Detection error: 0.011386990547180176 time: 1:24:12.907001
- B/E: 143 / 38 , Gen_loss: -0.35297608 MI_loss: 21.425282 Detection error: 0.011390864849090576 time: 1:24:13.853824
- B/E: 144 / 38 , Gen_loss: -0.34627107 MI_loss: 21.209631 Detection error: 0.011396348476409912 time: 1:24:14.717105
- B/E: 145 / 38 , Gen_loss: -0.33499384 MI_loss: 20.282703 Detection error: 0.011397898197174072 time: 1:24:15.577182
- B/E: 146 / 38 , Gen_loss: -0.3432196 MI_loss: 20.79174 Detection error: 0.011391818523406982 time: 1:24:16.434233
- B/E: 147 / 38 , Gen_loss: -0.35354063 MI_loss: 21.572067 Detection error: 0.011394858360290527 time: 1:24:17.288428
- B/E: 148 / 38 , Gen_loss: -0.35149047 MI_loss: 21.308949 Detection error: 0.011398255825042725 time: 1:24:18.191899
- B/E: 149 / 38 , Gen_loss: -0.34512994 MI_loss: 21.083038 Detection error: 0.011404156684875488 time: 1:24:19.048893
-
- Test Loss: 12.599307 Test Error: 0.011375010013580322
- -----
- EPOCH: 39
- B/E: 0 / 39 , Gen_loss: -0.3350167 MI_loss: 20.4245 Detection error: 0.011874973773956299 time: 1:24:20.982595
- B/E: 1 / 39 , Gen_loss: -0.2875953 MI_loss: 17.854933 Detection error: 0.015375018119812012 time: 1:24:26.862080
- B/E: 2 / 39 , Gen_loss: -0.33627906 MI_loss: 20.30114 Detection error: 0.013593733310699463 time: 1:24:27.736031
- B/E: 3 / 39 , Gen_loss: -0.33062285 MI_loss: 20.29578 Detection error: 0.013664066791534424 time: 1:24:28.597653
- B/E: 4 / 39 , Gen_loss: -0.3361649 MI_loss: 20.61641 Detection error: 0.013418734073638916 time: 1:24:29.455349
- B/E: 5 / 39 , Gen_loss: -0.336126 MI_loss: 20.4608 Detection error: 0.013052105903625488 time: 1:24:30.327553
- B/E: 6 / 39 , Gen_loss: -0.3303535 MI_loss: 20.195091 Detection error: 0.01294642686843872 time: 1:24:31.083264
- B/E: 7 / 39 , Gen_loss: -0.329776 MI_loss: 20.099234 Detection error: 0.01291799545288086 time: 1:24:31.940784
- B/E: 8 / 39 , Gen_loss: -0.3423552 MI_loss: 20.715664 Detection error: 0.012635409832000732 time: 1:24:32.797746
- B/E: 9 / 39 , Gen_loss: -0.33539146 MI_loss: 20.33226 Detection error: 0.012446880340576172 time: 1:24:33.653827
- B/E: 10 / 39 , Gen_loss: -0.34488988 MI_loss: 21.106285 Detection error: 0.012383520603179932 time: 1:24:34.509930
- B/E: 11 / 39 , Gen_loss: -0.34416902 MI_loss: 20.830935 Detection error: 0.0123177170753479 time: 1:24:35.367775
- B/E: 12 / 39 , Gen_loss: -0.34259704 MI_loss: 20.760183 Detection error: 0.01231008768081665 time: 1:24:36.225038
- B/E: 13 / 39 , Gen_loss: -0.33474398 MI_loss: 20.260548 Detection error: 0.012178599834442139 time: 1:24:37.080367
- B/E: 14 / 39 , Gen_loss: -0.34522703 MI_loss: 20.87188 Detection error: 0.012116670608520508 time: 1:24:37.935060
- B/E: 15 / 39 , Gen_loss: -0.32986903 MI_loss: 20.048288 Detection error: 0.012085914611816406 time: 1:24:38.789457
- B/E: 16 / 39 , Gen_loss: -0.34420976 MI_loss: 20.742636 Detection error: 0.011998176574707031 time: 1:24:39.647073
- B/E: 17 / 39 , Gen_loss: -0.33756474 MI_loss: 20.55321 Detection error: 0.01194620132446289 time: 1:24:40.530648
- B/E: 18 / 39 , Gen_loss: -0.34348002 MI_loss: 20.837742 Detection error: 0.011860191822052002 time: 1:24:41.384463
- B/E: 19 / 39 , Gen_loss: -0.33599997 MI_loss: 20.553015 Detection error: 0.01184689998626709 time: 1:24:42.241653
- B/E: 20 / 39 , Gen_loss: -0.34174567 MI_loss: 20.775589 Detection error: 0.011831820011138916 time: 1:24:43.182789
- B/E: 21 / 39 , Gen_loss: -0.34321022 MI_loss: 20.9107 Detection error: 0.01180964708328247 time: 1:24:44.041719
- B/E: 22 / 39 , Gen_loss: -0.3486282 MI_loss: 21.202324 Detection error: 0.011789381504058838 time: 1:24:44.899446
- B/E: 23 / 39 , Gen_loss: -0.3434239 MI_loss: 20.791933 Detection error: 0.011777341365814209 time: 1:24:45.754567
- B/E: 24 / 39 , Gen_loss: -0.3336265 MI_loss: 20.261707 Detection error: 0.011788725852966309 time: 1:24:46.611277
- B/E: 25 / 39 , Gen_loss: -0.34598997 MI_loss: 21.042257 Detection error: 0.011752426624298096 time: 1:24:47.471812
- B/E: 26 / 39 , Gen_loss: -0.34048566 MI_loss: 20.755882 Detection error: 0.01179283857345581 time: 1:24:48.327309
- B/E: 27 / 39 , Gen_loss: -0.35075417 MI_loss: 21.444271 Detection error: 0.011772334575653076 time: 1:24:49.182788
- B/E: 28 / 39 , Gen_loss: -0.33182195 MI_loss: 20.15077 Detection error: 0.01174783706665039 time: 1:24:50.057558
- B/E: 29 / 39 , Gen_loss: -0.3501074 MI_loss: 21.497322 Detection error: 0.01174163818359375 time: 1:24:50.939827
- B/E: 30 / 39 , Gen_loss: -0.35002446 MI_loss: 21.220387 Detection error: 0.01170969009399414 time: 1:24:51.798300
- B/E: 31 / 39 , Gen_loss: -0.34078857 MI_loss: 20.668232 Detection error: 0.011678695678710938 time: 1:24:52.573623
- B/E: 32 / 39 , Gen_loss: -0.3350848 MI_loss: 20.18808 Detection error: 0.011665701866149902 time: 1:24:53.410668
- B/E: 33 / 39 , Gen_loss: -0.34381583 MI_loss: 20.865906 Detection error: 0.01162409782409668 time: 1:24:54.195286
- B/E: 34 / 39 , Gen_loss: -0.33517036 MI_loss: 20.399658 Detection error: 0.011626780033111572 time: 1:24:54.950648
- B/E: 35 / 39 , Gen_loss: -0.3425276 MI_loss: 20.880692 Detection error: 0.0116041898727417 time: 1:24:55.704661
- B/E: 36 / 39 , Gen_loss: -0.3486268 MI_loss: 21.217121 Detection error: 0.01157599687576294 time: 1:24:56.543314
- B/E: 37 / 39 , Gen_loss: -0.33700722 MI_loss: 20.383942 Detection error: 0.01154935359954834 time: 1:24:57.309711
- B/E: 38 / 39 , Gen_loss: -0.34329957 MI_loss: 20.940525 Detection error: 0.011566519737243652 time: 1:24:58.078968
- B/E: 39 / 39 , Gen_loss: -0.35200116 MI_loss: 21.22974 Detection error: 0.011542975902557373 time: 1:24:58.830326
- B/E: 40 / 39 , Gen_loss: -0.3543168 MI_loss: 21.516253 Detection error: 0.011544227600097656 time: 1:24:59.579956
- B/E: 41 / 39 , Gen_loss: -0.35060582 MI_loss: 21.315624 Detection error: 0.011532723903656006 time: 1:25:00.332090
- B/E: 42 / 39 , Gen_loss: -0.34738988 MI_loss: 21.062704 Detection error: 0.011513054370880127 time: 1:25:01.084490
- B/E: 43 / 39 , Gen_loss: -0.35390422 MI_loss: 21.438007 Detection error: 0.011507809162139893 time: 1:25:01.838071
- B/E: 44 / 39 , Gen_loss: -0.34317103 MI_loss: 20.814964 Detection error: 0.011506259441375732 time: 1:25:02.601097
- B/E: 45 / 39 , Gen_loss: -0.3477724 MI_loss: 21.278595 Detection error: 0.011518359184265137 time: 1:25:03.351684
- B/E: 46 / 39 , Gen_loss: -0.3364235 MI_loss: 20.40517 Detection error: 0.011525273323059082 time: 1:25:04.120911
- B/E: 47 / 39 , Gen_loss: -0.35290897 MI_loss: 21.465452 Detection error: 0.0114973783493042 time: 1:25:04.874419
- B/E: 48 / 39 , Gen_loss: -0.35180932 MI_loss: 21.325867 Detection error: 0.011516571044921875 time: 1:25:05.715085
- B/E: 49 / 39 , Gen_loss: -0.34913635 MI_loss: 21.207859 Detection error: 0.011510610580444336 time: 1:25:06.581790
- B/E: 50 / 39 , Gen_loss: -0.3462017 MI_loss: 21.047974 Detection error: 0.011507987976074219 time: 1:25:07.440319
- B/E: 51 / 39 , Gen_loss: -0.34779954 MI_loss: 21.253883 Detection error: 0.01150357723236084 time: 1:25:08.295328
- B/E: 52 / 39 , Gen_loss: -0.34636813 MI_loss: 20.983265 Detection error: 0.011488795280456543 time: 1:25:09.250610
- B/E: 53 / 39 , Gen_loss: -0.33972627 MI_loss: 20.583761 Detection error: 0.011501133441925049 time: 1:25:10.113005
- B/E: 54 / 39 , Gen_loss: -0.34478512 MI_loss: 20.917475 Detection error: 0.011495471000671387 time: 1:25:10.971280
- B/E: 55 / 39 , Gen_loss: -0.34638798 MI_loss: 21.142056 Detection error: 0.011482715606689453 time: 1:25:11.827682
- B/E: 56 / 39 , Gen_loss: -0.34502468 MI_loss: 20.883015 Detection error: 0.011464357376098633 time: 1:25:12.683980
- B/E: 57 / 39 , Gen_loss: -0.33941624 MI_loss: 20.772701 Detection error: 0.011450409889221191 time: 1:25:13.544735
- B/E: 58 / 39 , Gen_loss: -0.34468946 MI_loss: 20.893085 Detection error: 0.011434853076934814 time: 1:25:14.393760
- B/E: 59 / 39 , Gen_loss: -0.33240518 MI_loss: 20.175179 Detection error: 0.011455714702606201 time: 1:25:15.241869
- B/E: 60 / 39 , Gen_loss: -0.34673187 MI_loss: 21.012617 Detection error: 0.01145029067993164 time: 1:25:16.096907
- B/E: 61 / 39 , Gen_loss: -0.34308237 MI_loss: 20.87607 Detection error: 0.011430442333221436 time: 1:25:16.889143
- B/E: 62 / 39 , Gen_loss: -0.34411824 MI_loss: 20.917507 Detection error: 0.011432051658630371 time: 1:25:17.641541
- B/E: 63 / 39 , Gen_loss: -0.351956 MI_loss: 21.428751 Detection error: 0.01143503189086914 time: 1:25:18.453495
- B/E: 64 / 39 , Gen_loss: -0.3506257 MI_loss: 21.31314 Detection error: 0.01143413782119751 time: 1:25:19.307145
- B/E: 65 / 39 , Gen_loss: -0.34877184 MI_loss: 21.140488 Detection error: 0.011415243148803711 time: 1:25:20.166027
- B/E: 66 / 39 , Gen_loss: -0.3629907 MI_loss: 22.038721 Detection error: 0.011418402194976807 time: 1:25:21.030237
- B/E: 67 / 39 , Gen_loss: -0.356327 MI_loss: 21.572157 Detection error: 0.011404871940612793 time: 1:25:21.887514
- B/E: 68 / 39 , Gen_loss: -0.35072368 MI_loss: 21.357925 Detection error: 0.011402606964111328 time: 1:25:22.832624
- B/E: 69 / 39 , Gen_loss: -0.34145698 MI_loss: 20.796972 Detection error: 0.011412501335144043 time: 1:25:23.691575
- B/E: 70 / 39 , Gen_loss: -0.35023883 MI_loss: 21.233528 Detection error: 0.011405348777770996 time: 1:25:24.580321
- B/E: 71 / 39 , Gen_loss: -0.338098 MI_loss: 20.582567 Detection error: 0.011411488056182861 time: 1:25:25.437144
- B/E: 72 / 39 , Gen_loss: -0.3405297 MI_loss: 20.650204 Detection error: 0.01140451431274414 time: 1:25:26.293779
- B/E: 73 / 39 , Gen_loss: -0.3477423 MI_loss: 21.17983 Detection error: 0.011402010917663574 time: 1:25:27.151472
- B/E: 74 / 39 , Gen_loss: -0.35613292 MI_loss: 21.669786 Detection error: 0.011404573917388916 time: 1:25:28.020100
- B/E: 75 / 39 , Gen_loss: -0.3398999 MI_loss: 20.63043 Detection error: 0.011396408081054688 time: 1:25:28.870945
- B/E: 76 / 39 , Gen_loss: -0.3447996 MI_loss: 20.971134 Detection error: 0.01140505075454712 time: 1:25:29.621240
- B/E: 77 / 39 , Gen_loss: -0.34803063 MI_loss: 21.10095 Detection error: 0.011397063732147217 time: 1:25:30.371751
- B/E: 78 / 39 , Gen_loss: -0.34014463 MI_loss: 20.642582 Detection error: 0.01138925552368164 time: 1:25:31.122011
- B/E: 79 / 39 , Gen_loss: -0.3404523 MI_loss: 20.64928 Detection error: 0.011401534080505371 time: 1:25:31.895770
- B/E: 80 / 39 , Gen_loss: -0.3479827 MI_loss: 21.124924 Detection error: 0.011394679546356201 time: 1:25:32.647225
- B/E: 81 / 39 , Gen_loss: -0.34690878 MI_loss: 21.126371 Detection error: 0.011397838592529297 time: 1:25:33.412059
- B/E: 82 / 39 , Gen_loss: -0.34894612 MI_loss: 21.22661 Detection error: 0.011392712593078613 time: 1:25:34.163115
- B/E: 83 / 39 , Gen_loss: -0.3474754 MI_loss: 21.139961 Detection error: 0.011396944522857666 time: 1:25:34.912774
- B/E: 84 / 39 , Gen_loss: -0.34581023 MI_loss: 21.146645 Detection error: 0.011394858360290527 time: 1:25:35.763195
- B/E: 85 / 39 , Gen_loss: -0.34740734 MI_loss: 21.10516 Detection error: 0.011376798152923584 time: 1:25:36.511635
- B/E: 86 / 39 , Gen_loss: -0.34567213 MI_loss: 20.99091 Detection error: 0.011381804943084717 time: 1:25:37.276478
- B/E: 87 / 39 , Gen_loss: -0.34986013 MI_loss: 21.279787 Detection error: 0.011363983154296875 time: 1:25:38.134113
- B/E: 88 / 39 , Gen_loss: -0.35624045 MI_loss: 21.734447 Detection error: 0.011349380016326904 time: 1:25:38.990986
- B/E: 89 / 39 , Gen_loss: -0.34198877 MI_loss: 20.784412 Detection error: 0.011364936828613281 time: 1:25:39.846509
- B/E: 90 / 39 , Gen_loss: -0.34698594 MI_loss: 21.144142 Detection error: 0.011356115341186523 time: 1:25:40.700370
- B/E: 91 / 39 , Gen_loss: -0.34942123 MI_loss: 21.23148 Detection error: 0.01136547327041626 time: 1:25:41.557104
- B/E: 92 / 39 , Gen_loss: -0.34670028 MI_loss: 21.010286 Detection error: 0.011355817317962646 time: 1:25:42.411737
- B/E: 93 / 39 , Gen_loss: -0.34338802 MI_loss: 20.833525 Detection error: 0.011348724365234375 time: 1:25:43.274854
- B/E: 94 / 39 , Gen_loss: -0.33960983 MI_loss: 20.703936 Detection error: 0.011366784572601318 time: 1:25:44.134309
- B/E: 95 / 39 , Gen_loss: -0.3529247 MI_loss: 21.418331 Detection error: 0.011372745037078857 time: 1:25:44.989894
- B/E: 96 / 39 , Gen_loss: -0.3438454 MI_loss: 20.878002 Detection error: 0.011369526386260986 time: 1:25:45.847071
- B/E: 97 / 39 , Gen_loss: -0.36262792 MI_loss: 21.973845 Detection error: 0.01135396957397461 time: 1:25:46.707437
- B/E: 98 / 39 , Gen_loss: -0.3505221 MI_loss: 21.172832 Detection error: 0.011344373226165771 time: 1:25:47.563999
- B/E: 99 / 39 , Gen_loss: -0.3512209 MI_loss: 21.218948 Detection error: 0.011341571807861328 time: 1:25:48.418610
- B/E: 100 / 39 , Gen_loss: -0.3458043 MI_loss: 21.099422 Detection error: 0.011339128017425537 time: 1:25:49.353927
- B/E: 101 / 39 , Gen_loss: -0.34524122 MI_loss: 20.97196 Detection error: 0.011340677738189697 time: 1:25:50.215515
- B/E: 102 / 39 , Gen_loss: -0.34850478 MI_loss: 21.29042 Detection error: 0.011341631412506104 time: 1:25:51.074795
- B/E: 103 / 39 , Gen_loss: -0.34582523 MI_loss: 20.924383 Detection error: 0.01133352518081665 time: 1:25:51.930827
- B/E: 104 / 39 , Gen_loss: -0.34410253 MI_loss: 20.965322 Detection error: 0.011344969272613525 time: 1:25:52.788461
- B/E: 105 / 39 , Gen_loss: -0.33871388 MI_loss: 20.687555 Detection error: 0.01133817434310913 time: 1:25:53.643861
- B/E: 106 / 39 , Gen_loss: -0.34866735 MI_loss: 21.209942 Detection error: 0.011351943016052246 time: 1:25:54.517277
- B/E: 107 / 39 , Gen_loss: -0.34999004 MI_loss: 21.290415 Detection error: 0.011353850364685059 time: 1:25:55.374621
- B/E: 108 / 39 , Gen_loss: -0.34010795 MI_loss: 20.616234 Detection error: 0.011355221271514893 time: 1:25:56.231919
- B/E: 109 / 39 , Gen_loss: -0.34056586 MI_loss: 20.626287 Detection error: 0.011352300643920898 time: 1:25:57.088487
- B/E: 110 / 39 , Gen_loss: -0.3410993 MI_loss: 20.623104 Detection error: 0.011338114738464355 time: 1:25:57.976900
- B/E: 111 / 39 , Gen_loss: -0.35629582 MI_loss: 21.569044 Detection error: 0.011334538459777832 time: 1:25:58.835485
- B/E: 112 / 39 , Gen_loss: -0.3581126 MI_loss: 21.715155 Detection error: 0.011329114437103271 time: 1:25:59.693321
- B/E: 113 / 39 , Gen_loss: -0.3471128 MI_loss: 21.224266 Detection error: 0.011332213878631592 time: 1:26:00.550018
- B/E: 114 / 39 , Gen_loss: -0.3376454 MI_loss: 20.60881 Detection error: 0.01133584976196289 time: 1:26:01.419231
- B/E: 115 / 39 , Gen_loss: -0.35072857 MI_loss: 21.255255 Detection error: 0.011337041854858398 time: 1:26:02.220950
- B/E: 116 / 39 , Gen_loss: -0.33823657 MI_loss: 20.681543 Detection error: 0.011342406272888184 time: 1:26:03.058577
- B/E: 117 / 39 , Gen_loss: -0.3347245 MI_loss: 20.298656 Detection error: 0.01134347915649414 time: 1:26:03.810202
- B/E: 118 / 39 , Gen_loss: -0.3467148 MI_loss: 20.887093 Detection error: 0.011329591274261475 time: 1:26:04.561869
- B/E: 119 / 39 , Gen_loss: -0.33846375 MI_loss: 20.666348 Detection error: 0.011329948902130127 time: 1:26:05.335689
- B/E: 120 / 39 , Gen_loss: -0.34171242 MI_loss: 20.85601 Detection error: 0.011325657367706299 time: 1:26:06.176997
- B/E: 121 / 39 , Gen_loss: -0.34626284 MI_loss: 21.100094 Detection error: 0.011328637599945068 time: 1:26:07.032719
- B/E: 122 / 39 , Gen_loss: -0.33944908 MI_loss: 20.585762 Detection error: 0.01132899522781372 time: 1:26:07.887560
- B/E: 123 / 39 , Gen_loss: -0.33164993 MI_loss: 20.146423 Detection error: 0.011321842670440674 time: 1:26:08.744440
- B/E: 124 / 39 , Gen_loss: -0.34774458 MI_loss: 21.272398 Detection error: 0.011323988437652588 time: 1:26:09.603980
- B/E: 125 / 39 , Gen_loss: -0.34575528 MI_loss: 20.960358 Detection error: 0.011327862739562988 time: 1:26:10.460905
- B/E: 126 / 39 , Gen_loss: -0.33845937 MI_loss: 20.65158 Detection error: 0.011335611343383789 time: 1:26:11.315884
- B/E: 127 / 39 , Gen_loss: -0.35120806 MI_loss: 21.399078 Detection error: 0.011334240436553955 time: 1:26:12.169662
- B/E: 128 / 39 , Gen_loss: -0.34341154 MI_loss: 20.830702 Detection error: 0.011342048645019531 time: 1:26:13.027178
- B/E: 129 / 39 , Gen_loss: -0.3443159 MI_loss: 21.012108 Detection error: 0.01134568452835083 time: 1:26:13.883017
- B/E: 130 / 39 , Gen_loss: -0.35799515 MI_loss: 21.921625 Detection error: 0.011352121829986572 time: 1:26:14.733679
- B/E: 131 / 39 , Gen_loss: -0.34710634 MI_loss: 20.880226 Detection error: 0.011357724666595459 time: 1:26:15.487175
- B/E: 132 / 39 , Gen_loss: -0.34404284 MI_loss: 20.904964 Detection error: 0.011353135108947754 time: 1:26:16.332007
- B/E: 133 / 39 , Gen_loss: -0.35228154 MI_loss: 21.49987 Detection error: 0.011358439922332764 time: 1:26:17.081662
- B/E: 134 / 39 , Gen_loss: -0.34259775 MI_loss: 20.843739 Detection error: 0.011362254619598389 time: 1:26:17.832447
- B/E: 135 / 39 , Gen_loss: -0.34869838 MI_loss: 21.095524 Detection error: 0.011364877223968506 time: 1:26:18.584642
- B/E: 136 / 39 , Gen_loss: -0.34204027 MI_loss: 20.790537 Detection error: 0.011368393898010254 time: 1:26:19.336162
- B/E: 137 / 39 , Gen_loss: -0.33246756 MI_loss: 20.143017 Detection error: 0.011375010013580322 time: 1:26:20.091723
- B/E: 138 / 39 , Gen_loss: -0.3423618 MI_loss: 20.829655 Detection error: 0.011375904083251953 time: 1:26:20.843917
- B/E: 139 / 39 , Gen_loss: -0.34651545 MI_loss: 21.186546 Detection error: 0.011385917663574219 time: 1:26:21.593919
- B/E: 140 / 39 , Gen_loss: -0.33926848 MI_loss: 20.581371 Detection error: 0.011384725570678711 time: 1:26:22.423641
- B/E: 141 / 39 , Gen_loss: -0.3500366 MI_loss: 21.158442 Detection error: 0.011381149291992188 time: 1:26:23.278881
- B/E: 142 / 39 , Gen_loss: -0.34576696 MI_loss: 20.989107 Detection error: 0.011380016803741455 time: 1:26:24.139533
- B/E: 143 / 39 , Gen_loss: -0.35028338 MI_loss: 21.234531 Detection error: 0.011383235454559326 time: 1:26:25.006549
- B/E: 144 / 39 , Gen_loss: -0.34675726 MI_loss: 21.010036 Detection error: 0.011387944221496582 time: 1:26:25.860920
- B/E: 145 / 39 , Gen_loss: -0.3414944 MI_loss: 20.60837 Detection error: 0.011390388011932373 time: 1:26:26.715162
- B/E: 146 / 39 , Gen_loss: -0.34568578 MI_loss: 20.827406 Detection error: 0.011385202407836914 time: 1:26:27.573531
- B/E: 147 / 39 , Gen_loss: -0.35644764 MI_loss: 21.63638 Detection error: 0.011385321617126465 time: 1:26:28.429278
- B/E: 148 / 39 , Gen_loss: -0.34964788 MI_loss: 21.25909 Detection error: 0.011384248733520508 time: 1:26:29.374004
- B/E: 149 / 39 , Gen_loss: -0.34768394 MI_loss: 21.16795 Detection error: 0.011390388011932373 time: 1:26:30.229972
-
- Test Loss: 12.547222 Test Error: 0.011449992656707764
- -----
- EPOCH: 40
- B/E: 0 / 40 , Gen_loss: -0.3429444 MI_loss: 20.748785 Detection error: 0.01256251335144043 time: 1:26:32.264982
- B/E: 1 / 40 , Gen_loss: -0.27919888 MI_loss: 17.60883 Detection error: 0.015156269073486328 time: 1:26:38.248039
- B/E: 2 / 40 , Gen_loss: -0.33989346 MI_loss: 20.584625 Detection error: 0.013552069664001465 time: 1:26:39.127192
- B/E: 3 / 40 , Gen_loss: -0.33502916 MI_loss: 20.525452 Detection error: 0.01331251859664917 time: 1:26:39.998399
- B/E: 4 / 40 , Gen_loss: -0.32410187 MI_loss: 19.708944 Detection error: 0.013043761253356934 time: 1:26:40.866952
- B/E: 5 / 40 , Gen_loss: -0.32760683 MI_loss: 19.818268 Detection error: 0.012822926044464111 time: 1:26:41.726062
- B/E: 6 / 40 , Gen_loss: -0.33241364 MI_loss: 19.975904 Detection error: 0.012669622898101807 time: 1:26:42.581820
- B/E: 7 / 40 , Gen_loss: -0.34292543 MI_loss: 20.909729 Detection error: 0.012675762176513672 time: 1:26:43.439470
- B/E: 8 / 40 , Gen_loss: -0.34336188 MI_loss: 20.731087 Detection error: 0.01246178150177002 time: 1:26:44.293857
- B/E: 9 / 40 , Gen_loss: -0.33573383 MI_loss: 20.554756 Detection error: 0.012315630912780762 time: 1:26:45.148214
- B/E: 10 / 40 , Gen_loss: -0.35010555 MI_loss: 21.310392 Detection error: 0.012207388877868652 time: 1:26:46.105801
- B/E: 11 / 40 , Gen_loss: -0.33638865 MI_loss: 20.380466 Detection error: 0.01215362548828125 time: 1:26:46.961979
- B/E: 12 / 40 , Gen_loss: -0.33234873 MI_loss: 20.14112 Detection error: 0.01215142011642456 time: 1:26:47.819258
- B/E: 13 / 40 , Gen_loss: -0.33964953 MI_loss: 20.556837 Detection error: 0.012095987796783447 time: 1:26:48.678503
- B/E: 14 / 40 , Gen_loss: -0.34527627 MI_loss: 20.90535 Detection error: 0.012000024318695068 time: 1:26:49.537816
- B/E: 15 / 40 , Gen_loss: -0.34743288 MI_loss: 20.959427 Detection error: 0.011935532093048096 time: 1:26:50.394592
- B/E: 16 / 40 , Gen_loss: -0.3417477 MI_loss: 20.778002 Detection error: 0.01186215877532959 time: 1:26:51.253387
- B/E: 17 / 40 , Gen_loss: -0.33893773 MI_loss: 20.566551 Detection error: 0.011821150779724121 time: 1:26:52.111720
- B/E: 18 / 40 , Gen_loss: -0.342173 MI_loss: 20.685335 Detection error: 0.011717081069946289 time: 1:26:52.973762
- B/E: 19 / 40 , Gen_loss: -0.3354408 MI_loss: 20.39933 Detection error: 0.011699974536895752 time: 1:26:53.834405
- B/E: 20 / 40 , Gen_loss: -0.33985275 MI_loss: 20.666077 Detection error: 0.01171576976776123 time: 1:26:54.695789
- B/E: 21 / 40 , Gen_loss: -0.33893692 MI_loss: 20.725998 Detection error: 0.011711657047271729 time: 1:26:55.554118
- B/E: 22 / 40 , Gen_loss: -0.3469355 MI_loss: 20.985666 Detection error: 0.011696994304656982 time: 1:26:56.335585
- B/E: 23 / 40 , Gen_loss: -0.3444472 MI_loss: 20.805515 Detection error: 0.011686205863952637 time: 1:26:57.215307
- B/E: 24 / 40 , Gen_loss: -0.34733558 MI_loss: 21.159962 Detection error: 0.011668741703033447 time: 1:26:58.005384
- B/E: 25 / 40 , Gen_loss: -0.34529978 MI_loss: 20.851355 Detection error: 0.011639416217803955 time: 1:26:58.837718
- B/E: 26 / 40 , Gen_loss: -0.32808375 MI_loss: 19.997763 Detection error: 0.011680543422698975 time: 1:26:59.684312
- B/E: 27 / 40 , Gen_loss: -0.34542233 MI_loss: 21.099922 Detection error: 0.011669635772705078 time: 1:27:00.545725
- B/E: 28 / 40 , Gen_loss: -0.33268556 MI_loss: 20.161709 Detection error: 0.011649787425994873 time: 1:27:01.402750
- B/E: 29 / 40 , Gen_loss: -0.3449578 MI_loss: 20.860144 Detection error: 0.011650025844573975 time: 1:27:02.263666
- B/E: 30 / 40 , Gen_loss: -0.33863574 MI_loss: 20.536423 Detection error: 0.01161491870880127 time: 1:27:03.122840
- B/E: 31 / 40 , Gen_loss: -0.32966822 MI_loss: 19.910553 Detection error: 0.011573255062103271 time: 1:27:04.017980
- B/E: 32 / 40 , Gen_loss: -0.35204592 MI_loss: 21.435642 Detection error: 0.011575758457183838 time: 1:27:04.889750
- B/E: 33 / 40 , Gen_loss: -0.34625185 MI_loss: 20.96241 Detection error: 0.011544108390808105 time: 1:27:05.752164
- B/E: 34 / 40 , Gen_loss: -0.34219393 MI_loss: 20.891518 Detection error: 0.011549115180969238 time: 1:27:06.609226
- B/E: 35 / 40 , Gen_loss: -0.34677196 MI_loss: 21.010714 Detection error: 0.011519968509674072 time: 1:27:07.479723
- B/E: 36 / 40 , Gen_loss: -0.34679958 MI_loss: 20.982534 Detection error: 0.011495769023895264 time: 1:27:08.340291
- B/E: 37 / 40 , Gen_loss: -0.3446322 MI_loss: 20.745047 Detection error: 0.011481106281280518 time: 1:27:09.197787
- B/E: 38 / 40 , Gen_loss: -0.3469864 MI_loss: 21.030317 Detection error: 0.01149517297744751 time: 1:27:10.055179
- B/E: 39 / 40 , Gen_loss: -0.3514299 MI_loss: 21.335957 Detection error: 0.011471867561340332 time: 1:27:10.911557
- B/E: 40 / 40 , Gen_loss: -0.35812348 MI_loss: 21.479065 Detection error: 0.011454284191131592 time: 1:27:11.793411
- B/E: 41 / 40 , Gen_loss: -0.34551102 MI_loss: 20.980341 Detection error: 0.011461317539215088 time: 1:27:12.753685
- B/E: 42 / 40 , Gen_loss: -0.34633514 MI_loss: 21.157963 Detection error: 0.011439681053161621 time: 1:27:13.615846
- B/E: 43 / 40 , Gen_loss: -0.36174428 MI_loss: 21.9326 Detection error: 0.011439621448516846 time: 1:27:14.478964
- B/E: 44 / 40 , Gen_loss: -0.33658198 MI_loss: 20.392862 Detection error: 0.011452794075012207 time: 1:27:15.327676
- B/E: 45 / 40 , Gen_loss: -0.35344008 MI_loss: 21.467482 Detection error: 0.011454463005065918 time: 1:27:16.191982
- B/E: 46 / 40 , Gen_loss: -0.33817992 MI_loss: 20.56508 Detection error: 0.011445462703704834 time: 1:27:17.062883
- B/E: 47 / 40 , Gen_loss: -0.35111472 MI_loss: 21.186491 Detection error: 0.01141667366027832 time: 1:27:17.920757
- B/E: 48 / 40 , Gen_loss: -0.34796122 MI_loss: 21.208166 Detection error: 0.011436223983764648 time: 1:27:18.778609
- B/E: 49 / 40 , Gen_loss: -0.3485726 MI_loss: 21.07263 Detection error: 0.011428117752075195 time: 1:27:19.634970
- B/E: 50 / 40 , Gen_loss: -0.34025455 MI_loss: 20.67734 Detection error: 0.011428296566009521 time: 1:27:20.515681
- B/E: 51 / 40 , Gen_loss: -0.33551502 MI_loss: 20.433006 Detection error: 0.011418282985687256 time: 1:27:21.374969
- B/E: 52 / 40 , Gen_loss: -0.3523299 MI_loss: 21.446503 Detection error: 0.011419236660003662 time: 1:27:22.231061
- B/E: 53 / 40 , Gen_loss: -0.35263586 MI_loss: 21.477394 Detection error: 0.011425912380218506 time: 1:27:23.089075
- B/E: 54 / 40 , Gen_loss: -0.34490412 MI_loss: 20.94453 Detection error: 0.011419892311096191 time: 1:27:23.880118
- B/E: 55 / 40 , Gen_loss: -0.3395414 MI_loss: 20.49195 Detection error: 0.011405706405639648 time: 1:27:24.629816
- B/E: 56 / 40 , Gen_loss: -0.34883326 MI_loss: 21.195242 Detection error: 0.011382699012756348 time: 1:27:25.383952
- B/E: 57 / 40 , Gen_loss: -0.35011345 MI_loss: 21.279566 Detection error: 0.011375010013580322 time: 1:27:26.217513
- B/E: 58 / 40 , Gen_loss: -0.34670186 MI_loss: 21.04367 Detection error: 0.011364400386810303 time: 1:27:26.971668
- B/E: 59 / 40 , Gen_loss: -0.34908384 MI_loss: 21.281647 Detection error: 0.011376559734344482 time: 1:27:27.725286
- B/E: 60 / 40 , Gen_loss: -0.34503198 MI_loss: 20.940216 Detection error: 0.011379122734069824 time: 1:27:28.476367
- B/E: 61 / 40 , Gen_loss: -0.34675872 MI_loss: 21.025776 Detection error: 0.011372506618499756 time: 1:27:29.227626
- B/E: 62 / 40 , Gen_loss: -0.33697388 MI_loss: 20.328041 Detection error: 0.01136857271194458 time: 1:27:29.983954
- B/E: 63 / 40 , Gen_loss: -0.3373496 MI_loss: 20.577137 Detection error: 0.011369168758392334 time: 1:27:30.816810
- B/E: 64 / 40 , Gen_loss: -0.344192 MI_loss: 20.879766 Detection error: 0.0113677978515625 time: 1:27:31.674726
- B/E: 65 / 40 , Gen_loss: -0.347864 MI_loss: 21.04882 Detection error: 0.01136082410812378 time: 1:27:32.531430
- B/E: 66 / 40 , Gen_loss: -0.34728336 MI_loss: 21.13226 Detection error: 0.011350274085998535 time: 1:27:33.388294
- B/E: 67 / 40 , Gen_loss: -0.3369814 MI_loss: 20.355505 Detection error: 0.011338233947753906 time: 1:27:34.246602
- B/E: 68 / 40 , Gen_loss: -0.35078666 MI_loss: 21.403976 Detection error: 0.011328339576721191 time: 1:27:35.100408
- B/E: 69 / 40 , Gen_loss: -0.34023657 MI_loss: 20.653685 Detection error: 0.011341989040374756 time: 1:27:35.954402
- B/E: 70 / 40 , Gen_loss: -0.3503446 MI_loss: 21.28926 Detection error: 0.011330962181091309 time: 1:27:36.810244
- B/E: 71 / 40 , Gen_loss: -0.337759 MI_loss: 20.480202 Detection error: 0.011336803436279297 time: 1:27:37.695707
- B/E: 72 / 40 , Gen_loss: -0.35175097 MI_loss: 21.296976 Detection error: 0.011335611343383789 time: 1:27:38.553379
- B/E: 73 / 40 , Gen_loss: -0.34363493 MI_loss: 20.924637 Detection error: 0.01133275032043457 time: 1:27:39.496272
- B/E: 74 / 40 , Gen_loss: -0.35854334 MI_loss: 21.897884 Detection error: 0.011328339576721191 time: 1:27:40.354859
- B/E: 75 / 40 , Gen_loss: -0.35042208 MI_loss: 21.297348 Detection error: 0.011326491832733154 time: 1:27:41.220482
- B/E: 76 / 40 , Gen_loss: -0.34049624 MI_loss: 20.70241 Detection error: 0.011321425437927246 time: 1:27:42.082368
- B/E: 77 / 40 , Gen_loss: -0.35196996 MI_loss: 21.367336 Detection error: 0.01132214069366455 time: 1:27:42.944282
- B/E: 78 / 40 , Gen_loss: -0.34501868 MI_loss: 20.882858 Detection error: 0.011314094066619873 time: 1:27:43.805684
- B/E: 79 / 40 , Gen_loss: -0.3400889 MI_loss: 20.752611 Detection error: 0.01132500171661377 time: 1:27:44.636055
- B/E: 80 / 40 , Gen_loss: -0.34646127 MI_loss: 21.083721 Detection error: 0.011327922344207764 time: 1:27:45.384829
- B/E: 81 / 40 , Gen_loss: -0.33683547 MI_loss: 20.47142 Detection error: 0.011330783367156982 time: 1:27:46.137548
- B/E: 82 / 40 , Gen_loss: -0.34342977 MI_loss: 20.806816 Detection error: 0.01132267713546753 time: 1:27:46.887225
- B/E: 83 / 40 , Gen_loss: -0.34992892 MI_loss: 21.293581 Detection error: 0.011326611042022705 time: 1:27:47.635366
- B/E: 84 / 40 , Gen_loss: -0.34985214 MI_loss: 21.252808 Detection error: 0.011325359344482422 time: 1:27:48.383401
- B/E: 85 / 40 , Gen_loss: -0.34937263 MI_loss: 21.171516 Detection error: 0.011302351951599121 time: 1:27:49.136983
- B/E: 86 / 40 , Gen_loss: -0.34131145 MI_loss: 20.645212 Detection error: 0.011303544044494629 time: 1:27:49.887592
- B/E: 87 / 40 , Gen_loss: -0.3387523 MI_loss: 20.585655 Detection error: 0.011293649673461914 time: 1:27:50.635486
- B/E: 88 / 40 , Gen_loss: -0.34777904 MI_loss: 21.061855 Detection error: 0.011284410953521729 time: 1:27:51.388586
- B/E: 89 / 40 , Gen_loss: -0.35254478 MI_loss: 21.508083 Detection error: 0.011295139789581299 time: 1:27:52.237574
- B/E: 90 / 40 , Gen_loss: -0.35232016 MI_loss: 21.315727 Detection error: 0.011291921138763428 time: 1:27:52.988290
- B/E: 91 / 40 , Gen_loss: -0.3406982 MI_loss: 20.693367 Detection error: 0.011294186115264893 time: 1:27:53.737923
- B/E: 92 / 40 , Gen_loss: -0.34457776 MI_loss: 20.888042 Detection error: 0.011290311813354492 time: 1:27:54.594214
- B/E: 93 / 40 , Gen_loss: -0.3466534 MI_loss: 21.203033 Detection error: 0.011281907558441162 time: 1:27:55.414874
- B/E: 94 / 40 , Gen_loss: -0.35269734 MI_loss: 21.396278 Detection error: 0.011298656463623047 time: 1:27:56.168862
- B/E: 95 / 40 , Gen_loss: -0.34684148 MI_loss: 21.14129 Detection error: 0.011302411556243896 time: 1:27:56.917757
- B/E: 96 / 40 , Gen_loss: -0.34827918 MI_loss: 21.206379 Detection error: 0.01129382848739624 time: 1:27:57.677435
- B/E: 97 / 40 , Gen_loss: -0.3522278 MI_loss: 21.34176 Detection error: 0.011285066604614258 time: 1:27:58.486119
- B/E: 98 / 40 , Gen_loss: -0.34979966 MI_loss: 21.076069 Detection error: 0.01127082109451294 time: 1:27:59.339988
- B/E: 99 / 40 , Gen_loss: -0.3506578 MI_loss: 21.177378 Detection error: 0.011264383792877197 time: 1:28:00.197593
- B/E: 100 / 40 , Gen_loss: -0.3528894 MI_loss: 21.45295 Detection error: 0.011264204978942871 time: 1:28:01.051560
- B/E: 101 / 40 , Gen_loss: -0.35151228 MI_loss: 21.505224 Detection error: 0.0112723708152771 time: 1:28:01.907631
- B/E: 102 / 40 , Gen_loss: -0.3547995 MI_loss: 21.595047 Detection error: 0.01127004623413086 time: 1:28:02.762161
- B/E: 103 / 40 , Gen_loss: -0.35833398 MI_loss: 21.709639 Detection error: 0.011269211769104004 time: 1:28:03.622076
- B/E: 104 / 40 , Gen_loss: -0.3275296 MI_loss: 19.933636 Detection error: 0.0112687349319458 time: 1:28:04.477388
- B/E: 105 / 40 , Gen_loss: -0.3545913 MI_loss: 21.56786 Detection error: 0.011266529560089111 time: 1:28:05.419024
- B/E: 106 / 40 , Gen_loss: -0.34425074 MI_loss: 21.010338 Detection error: 0.011281847953796387 time: 1:28:06.277028
- B/E: 107 / 40 , Gen_loss: -0.35109162 MI_loss: 21.20094 Detection error: 0.011285901069641113 time: 1:28:07.134182
- B/E: 108 / 40 , Gen_loss: -0.3371248 MI_loss: 20.502945 Detection error: 0.01128840446472168 time: 1:28:07.993599
- B/E: 109 / 40 , Gen_loss: -0.34596997 MI_loss: 21.077457 Detection error: 0.011283814907073975 time: 1:28:08.848879
- B/E: 110 / 40 , Gen_loss: -0.34783536 MI_loss: 20.952126 Detection error: 0.011274755001068115 time: 1:28:09.704896
- B/E: 111 / 40 , Gen_loss: -0.35174742 MI_loss: 21.38613 Detection error: 0.01127314567565918 time: 1:28:10.565229
- B/E: 112 / 40 , Gen_loss: -0.3605652 MI_loss: 21.77425 Detection error: 0.011269629001617432 time: 1:28:11.450275
- B/E: 113 / 40 , Gen_loss: -0.3417466 MI_loss: 20.963764 Detection error: 0.011278808116912842 time: 1:28:12.306648
- B/E: 114 / 40 , Gen_loss: -0.34536573 MI_loss: 21.07804 Detection error: 0.011282861232757568 time: 1:28:13.170628
- B/E: 115 / 40 , Gen_loss: -0.34537557 MI_loss: 20.916979 Detection error: 0.011278808116912842 time: 1:28:14.028692
- B/E: 116 / 40 , Gen_loss: -0.34757215 MI_loss: 21.106113 Detection error: 0.01127856969833374 time: 1:28:14.899456
- B/E: 117 / 40 , Gen_loss: -0.33328697 MI_loss: 20.280754 Detection error: 0.011286795139312744 time: 1:28:15.757502
- B/E: 118 / 40 , Gen_loss: -0.34210306 MI_loss: 20.674679 Detection error: 0.011275231838226318 time: 1:28:16.618674
- B/E: 119 / 40 , Gen_loss: -0.34352165 MI_loss: 20.732613 Detection error: 0.011274456977844238 time: 1:28:17.478585
- B/E: 120 / 40 , Gen_loss: -0.34640682 MI_loss: 21.02658 Detection error: 0.011265754699707031 time: 1:28:18.358783
- B/E: 121 / 40 , Gen_loss: -0.34728134 MI_loss: 21.232397 Detection error: 0.011267662048339844 time: 1:28:19.317691
- B/E: 122 / 40 , Gen_loss: -0.34687865 MI_loss: 21.051983 Detection error: 0.011259138584136963 time: 1:28:20.176177
- B/E: 123 / 40 , Gen_loss: -0.34548903 MI_loss: 21.022158 Detection error: 0.011254549026489258 time: 1:28:21.036370
- B/E: 124 / 40 , Gen_loss: -0.3497186 MI_loss: 21.234901 Detection error: 0.011262774467468262 time: 1:28:21.895840
- B/E: 125 / 40 , Gen_loss: -0.34423962 MI_loss: 20.961815 Detection error: 0.01126241683959961 time: 1:28:22.762025
- B/E: 126 / 40 , Gen_loss: -0.33908603 MI_loss: 20.48581 Detection error: 0.011271893978118896 time: 1:28:23.620565
- B/E: 127 / 40 , Gen_loss: -0.34834516 MI_loss: 21.24379 Detection error: 0.01127004623413086 time: 1:28:24.476224
- B/E: 128 / 40 , Gen_loss: -0.3356351 MI_loss: 20.442709 Detection error: 0.011273980140686035 time: 1:28:25.343513
- B/E: 129 / 40 , Gen_loss: -0.34745649 MI_loss: 21.162727 Detection error: 0.011279582977294922 time: 1:28:26.214555
- B/E: 130 / 40 , Gen_loss: -0.35169667 MI_loss: 21.464705 Detection error: 0.011287450790405273 time: 1:28:27.001609
- B/E: 131 / 40 , Gen_loss: -0.35011485 MI_loss: 21.196903 Detection error: 0.011288344860076904 time: 1:28:27.749596
- B/E: 132 / 40 , Gen_loss: -0.3434229 MI_loss: 20.909725 Detection error: 0.011282682418823242 time: 1:28:28.501266
- B/E: 133 / 40 , Gen_loss: -0.34429398 MI_loss: 21.023127 Detection error: 0.011289417743682861 time: 1:28:29.249105
- B/E: 134 / 40 , Gen_loss: -0.34980932 MI_loss: 21.226639 Detection error: 0.011295855045318604 time: 1:28:30.002908
- B/E: 135 / 40 , Gen_loss: -0.33938763 MI_loss: 20.527695 Detection error: 0.011301040649414062 time: 1:28:30.755668
- B/E: 136 / 40 , Gen_loss: -0.34840402 MI_loss: 21.156765 Detection error: 0.0112953782081604 time: 1:28:31.507734
- B/E: 137 / 40 , Gen_loss: -0.34579217 MI_loss: 20.842834 Detection error: 0.011302053928375244 time: 1:28:32.335719
- B/E: 138 / 40 , Gen_loss: -0.34606567 MI_loss: 21.061356 Detection error: 0.011304378509521484 time: 1:28:33.112925
- B/E: 139 / 40 , Gen_loss: -0.3533382 MI_loss: 21.505608 Detection error: 0.01131671667098999 time: 1:28:33.867918
- B/E: 140 / 40 , Gen_loss: -0.3352304 MI_loss: 20.394009 Detection error: 0.01132291555404663 time: 1:28:34.648888
- B/E: 141 / 40 , Gen_loss: -0.35160744 MI_loss: 21.277298 Detection error: 0.011318862438201904 time: 1:28:35.396401
- B/E: 142 / 40 , Gen_loss: -0.34711823 MI_loss: 21.09315 Detection error: 0.011317312717437744 time: 1:28:36.143865
- B/E: 143 / 40 , Gen_loss: -0.34194726 MI_loss: 20.713661 Detection error: 0.011317253112792969 time: 1:28:36.900304
- B/E: 144 / 40 , Gen_loss: -0.33979967 MI_loss: 20.544807 Detection error: 0.011323034763336182 time: 1:28:37.650115
- B/E: 145 / 40 , Gen_loss: -0.34477073 MI_loss: 20.905579 Detection error: 0.011324048042297363 time: 1:28:38.414245
- B/E: 146 / 40 , Gen_loss: -0.3378908 MI_loss: 20.438223 Detection error: 0.011316955089569092 time: 1:28:39.164956
- B/E: 147 / 40 , Gen_loss: -0.35401872 MI_loss: 21.414333 Detection error: 0.011319875717163086 time: 1:28:39.931983
- B/E: 148 / 40 , Gen_loss: -0.3551939 MI_loss: 21.577713 Detection error: 0.011322557926177979 time: 1:28:40.682578
- B/E: 149 / 40 , Gen_loss: -0.34197712 MI_loss: 20.898075 Detection error: 0.011328518390655518 time: 1:28:41.432632
-
- Test Loss: 12.417625 Test Error: 0.011458337306976318
- -----
- EPOCH: 41
- B/E: 0 / 41 , Gen_loss: -0.34006593 MI_loss: 20.590008 Detection error: 0.012437522411346436 time: 1:28:43.306449
- B/E: 1 / 41 , Gen_loss: -0.3015354 MI_loss: 18.482145 Detection error: 0.014765620231628418 time: 1:28:49.551435
- B/E: 2 / 41 , Gen_loss: -0.32661074 MI_loss: 19.768814 Detection error: 0.013270854949951172 time: 1:28:50.581061
- B/E: 3 / 41 , Gen_loss: -0.32197505 MI_loss: 19.610477 Detection error: 0.013140618801116943 time: 1:28:51.470844
- B/E: 4 / 41 , Gen_loss: -0.3211558 MI_loss: 19.645128 Detection error: 0.012881278991699219 time: 1:28:52.332062
- B/E: 5 / 41 , Gen_loss: -0.33514956 MI_loss: 20.490665 Detection error: 0.012697935104370117 time: 1:28:53.187429
- B/E: 6 / 41 , Gen_loss: -0.34064686 MI_loss: 20.845413 Detection error: 0.01258927583694458 time: 1:28:54.042640
- B/E: 7 / 41 , Gen_loss: -0.33682984 MI_loss: 20.46665 Detection error: 0.012476563453674316 time: 1:28:54.898359
- B/E: 8 / 41 , Gen_loss: -0.32676223 MI_loss: 20.068249 Detection error: 0.012312471866607666 time: 1:28:55.758196
- B/E: 9 / 41 , Gen_loss: -0.3410581 MI_loss: 20.8042 Detection error: 0.01217186450958252 time: 1:28:56.614929
- B/E: 10 / 41 , Gen_loss: -0.3480488 MI_loss: 21.189491 Detection error: 0.012093722820281982 time: 1:28:57.470219
- B/E: 11 / 41 , Gen_loss: -0.33852726 MI_loss: 20.663973 Detection error: 0.012049496173858643 time: 1:28:58.327235
- B/E: 12 / 41 , Gen_loss: -0.3443678 MI_loss: 21.008728 Detection error: 0.012072086334228516 time: 1:28:59.185323
- B/E: 13 / 41 , Gen_loss: -0.34002143 MI_loss: 20.515722 Detection error: 0.011977672576904297 time: 1:29:00.040902
- B/E: 14 / 41 , Gen_loss: -0.3424219 MI_loss: 20.831917 Detection error: 0.011933326721191406 time: 1:29:00.897594
- B/E: 15 / 41 , Gen_loss: -0.35324934 MI_loss: 21.544905 Detection error: 0.011890649795532227 time: 1:29:01.756134
- B/E: 16 / 41 , Gen_loss: -0.35018912 MI_loss: 21.196764 Detection error: 0.011805176734924316 time: 1:29:02.615297
- B/E: 17 / 41 , Gen_loss: -0.33516338 MI_loss: 20.442978 Detection error: 0.01176387071609497 time: 1:29:03.474731
- B/E: 18 / 41 , Gen_loss: -0.34174865 MI_loss: 20.58642 Detection error: 0.011712193489074707 time: 1:29:04.471023
- B/E: 19 / 41 , Gen_loss: -0.34219092 MI_loss: 20.894304 Detection error: 0.011654675006866455 time: 1:29:05.331691
- B/E: 20 / 41 , Gen_loss: -0.35141844 MI_loss: 21.357046 Detection error: 0.011671125888824463 time: 1:29:06.192549
- B/E: 21 / 41 , Gen_loss: -0.34197783 MI_loss: 20.893505 Detection error: 0.011690318584442139 time: 1:29:06.977338
- B/E: 22 / 41 , Gen_loss: -0.3497914 MI_loss: 21.285618 Detection error: 0.011650800704956055 time: 1:29:07.727967
- B/E: 23 / 41 , Gen_loss: -0.34820902 MI_loss: 21.09619 Detection error: 0.01164323091506958 time: 1:29:08.593151
- B/E: 24 / 41 , Gen_loss: -0.3438699 MI_loss: 20.817423 Detection error: 0.011618733406066895 time: 1:29:09.446586
- B/E: 25 / 41 , Gen_loss: -0.34382918 MI_loss: 20.974552 Detection error: 0.01160818338394165 time: 1:29:10.306241
- B/E: 26 / 41 , Gen_loss: -0.33430833 MI_loss: 20.535389 Detection error: 0.011667847633361816 time: 1:29:11.177029
- B/E: 27 / 41 , Gen_loss: -0.3464493 MI_loss: 21.137121 Detection error: 0.011637270450592041 time: 1:29:12.035179
- B/E: 28 / 41 , Gen_loss: -0.3525956 MI_loss: 21.493418 Detection error: 0.011638998985290527 time: 1:29:12.890868
- B/E: 29 / 41 , Gen_loss: -0.34316638 MI_loss: 20.81311 Detection error: 0.01162189245223999 time: 1:29:13.751899
- B/E: 30 / 41 , Gen_loss: -0.34129485 MI_loss: 20.672007 Detection error: 0.011576592922210693 time: 1:29:14.609097
- B/E: 31 / 41 , Gen_loss: -0.34165168 MI_loss: 20.680466 Detection error: 0.011544942855834961 time: 1:29:15.552621
- B/E: 32 / 41 , Gen_loss: -0.34961203 MI_loss: 21.384445 Detection error: 0.011558711528778076 time: 1:29:16.409439
- B/E: 33 / 41 , Gen_loss: -0.3402734 MI_loss: 20.688992 Detection error: 0.011518359184265137 time: 1:29:17.280729
- B/E: 34 / 41 , Gen_loss: -0.3451093 MI_loss: 21.060007 Detection error: 0.011506259441375732 time: 1:29:18.152939
- B/E: 35 / 41 , Gen_loss: -0.349219 MI_loss: 21.302279 Detection error: 0.011476576328277588 time: 1:29:19.009237
- B/E: 36 / 41 , Gen_loss: -0.3554185 MI_loss: 21.56424 Detection error: 0.01145946979522705 time: 1:29:19.865612
- B/E: 37 / 41 , Gen_loss: -0.35079274 MI_loss: 21.263931 Detection error: 0.011448204517364502 time: 1:29:20.725159
- B/E: 38 / 41 , Gen_loss: -0.34453806 MI_loss: 20.876091 Detection error: 0.011464715003967285 time: 1:29:21.601457
- B/E: 39 / 41 , Gen_loss: -0.34891942 MI_loss: 21.079065 Detection error: 0.01145625114440918 time: 1:29:22.385122
- B/E: 40 / 41 , Gen_loss: -0.35006934 MI_loss: 21.30898 Detection error: 0.011441290378570557 time: 1:29:23.137867
- B/E: 41 / 41 , Gen_loss: -0.33946443 MI_loss: 20.681416 Detection error: 0.011436760425567627 time: 1:29:23.884981
- B/E: 42 / 41 , Gen_loss: -0.34566453 MI_loss: 21.040144 Detection error: 0.011423707008361816 time: 1:29:24.654648
- B/E: 43 / 41 , Gen_loss: -0.34387046 MI_loss: 21.008465 Detection error: 0.011428296566009521 time: 1:29:25.404308
- B/E: 44 / 41 , Gen_loss: -0.34114072 MI_loss: 20.810417 Detection error: 0.01143193244934082 time: 1:29:26.153522
- B/E: 45 / 41 , Gen_loss: -0.35475117 MI_loss: 21.531456 Detection error: 0.011430025100708008 time: 1:29:26.999755
- B/E: 46 / 41 , Gen_loss: -0.35349742 MI_loss: 21.577888 Detection error: 0.011422216892242432 time: 1:29:27.855676
- B/E: 47 / 41 , Gen_loss: -0.35111657 MI_loss: 21.320507 Detection error: 0.01139456033706665 time: 1:29:28.714297
- B/E: 48 / 41 , Gen_loss: -0.34948447 MI_loss: 21.34543 Detection error: 0.011413276195526123 time: 1:29:29.669355
- B/E: 49 / 41 , Gen_loss: -0.34992763 MI_loss: 21.18058 Detection error: 0.011420011520385742 time: 1:29:30.529170
- B/E: 50 / 41 , Gen_loss: -0.34172678 MI_loss: 20.831242 Detection error: 0.011409342288970947 time: 1:29:31.305991
- B/E: 51 / 41 , Gen_loss: -0.34182027 MI_loss: 20.872849 Detection error: 0.011414647102355957 time: 1:29:32.059108
- B/E: 52 / 41 , Gen_loss: -0.3554644 MI_loss: 21.53134 Detection error: 0.01140683889389038 time: 1:29:32.809601
- B/E: 53 / 41 , Gen_loss: -0.34517664 MI_loss: 20.864088 Detection error: 0.011423051357269287 time: 1:29:33.573741
- B/E: 54 / 41 , Gen_loss: -0.34629387 MI_loss: 20.852219 Detection error: 0.01142042875289917 time: 1:29:34.323636
- B/E: 55 / 41 , Gen_loss: -0.3386228 MI_loss: 20.570015 Detection error: 0.011404573917388916 time: 1:29:35.071635
- B/E: 56 / 41 , Gen_loss: -0.34597957 MI_loss: 20.987867 Detection error: 0.01138925552368164 time: 1:29:35.823076
- B/E: 57 / 41 , Gen_loss: -0.35592675 MI_loss: 21.718365 Detection error: 0.011374473571777344 time: 1:29:36.649513
- B/E: 58 / 41 , Gen_loss: -0.348439 MI_loss: 21.099588 Detection error: 0.01136547327041626 time: 1:29:37.506131
- B/E: 59 / 41 , Gen_loss: -0.3405089 MI_loss: 20.752758 Detection error: 0.011387526988983154 time: 1:29:38.360753
- B/E: 60 / 41 , Gen_loss: -0.35234904 MI_loss: 21.33495 Detection error: 0.011371910572052002 time: 1:29:39.214863
- B/E: 61 / 41 , Gen_loss: -0.3421913 MI_loss: 20.826557 Detection error: 0.011374473571777344 time: 1:29:40.079403
- B/E: 62 / 41 , Gen_loss: -0.3330968 MI_loss: 20.402908 Detection error: 0.011368036270141602 time: 1:29:40.934879
- B/E: 63 / 41 , Gen_loss: -0.34203553 MI_loss: 20.7789 Detection error: 0.01137012243270874 time: 1:29:41.814624
- B/E: 64 / 41 , Gen_loss: -0.33903584 MI_loss: 20.61545 Detection error: 0.01136249303817749 time: 1:29:42.562873
- B/E: 65 / 41 , Gen_loss: -0.3484127 MI_loss: 21.238815 Detection error: 0.011358916759490967 time: 1:29:43.316239
- B/E: 66 / 41 , Gen_loss: -0.35423017 MI_loss: 21.504387 Detection error: 0.011345624923706055 time: 1:29:44.067910
- B/E: 67 / 41 , Gen_loss: -0.343588 MI_loss: 20.713882 Detection error: 0.011335909366607666 time: 1:29:44.908118
- B/E: 68 / 41 , Gen_loss: -0.34914905 MI_loss: 21.298264 Detection error: 0.011332452297210693 time: 1:29:45.783491
- B/E: 69 / 41 , Gen_loss: -0.34977952 MI_loss: 21.25494 Detection error: 0.011335253715515137 time: 1:29:46.637554
- B/E: 70 / 41 , Gen_loss: -0.35123497 MI_loss: 21.254322 Detection error: 0.011326134204864502 time: 1:29:47.496428
- B/E: 71 / 41 , Gen_loss: -0.3423541 MI_loss: 20.86789 Detection error: 0.011335909366607666 time: 1:29:48.351305
- B/E: 72 / 41 , Gen_loss: -0.34200084 MI_loss: 20.70177 Detection error: 0.01132875680923462 time: 1:29:49.205857
- B/E: 73 / 41 , Gen_loss: -0.34058568 MI_loss: 20.776562 Detection error: 0.011330246925354004 time: 1:29:50.060275
- B/E: 74 / 41 , Gen_loss: -0.33875972 MI_loss: 20.619024 Detection error: 0.011328339576721191 time: 1:29:50.936854
- B/E: 75 / 41 , Gen_loss: -0.34006563 MI_loss: 20.631802 Detection error: 0.011307954788208008 time: 1:29:51.794793
- B/E: 76 / 41 , Gen_loss: -0.33467865 MI_loss: 20.359972 Detection error: 0.011318206787109375 time: 1:29:52.653165
- B/E: 77 / 41 , Gen_loss: -0.34796426 MI_loss: 21.19671 Detection error: 0.011315703392028809 time: 1:29:53.510394
- B/E: 78 / 41 , Gen_loss: -0.34922615 MI_loss: 21.060028 Detection error: 0.011304974555969238 time: 1:29:54.330518
- B/E: 79 / 41 , Gen_loss: -0.34819663 MI_loss: 21.159336 Detection error: 0.011315226554870605 time: 1:29:55.270113
- B/E: 80 / 41 , Gen_loss: -0.35957196 MI_loss: 21.760984 Detection error: 0.01132059097290039 time: 1:29:56.126934
- B/E: 81 / 41 , Gen_loss: -0.33785716 MI_loss: 20.349575 Detection error: 0.01131439208984375 time: 1:29:56.983561
- B/E: 82 / 41 , Gen_loss: -0.34586966 MI_loss: 21.111713 Detection error: 0.011314749717712402 time: 1:29:57.839816
- B/E: 83 / 41 , Gen_loss: -0.3484603 MI_loss: 21.364784 Detection error: 0.011323273181915283 time: 1:29:58.720404
- B/E: 84 / 41 , Gen_loss: -0.35316107 MI_loss: 21.502186 Detection error: 0.011319875717163086 time: 1:29:59.580668
- B/E: 85 / 41 , Gen_loss: -0.34572226 MI_loss: 20.936735 Detection error: 0.011295437812805176 time: 1:30:00.440584
- B/E: 86 / 41 , Gen_loss: -0.3339618 MI_loss: 20.170002 Detection error: 0.011297404766082764 time: 1:30:01.293674
- B/E: 87 / 41 , Gen_loss: -0.3394233 MI_loss: 20.31948 Detection error: 0.011277318000793457 time: 1:30:02.152328
- B/E: 88 / 41 , Gen_loss: -0.3546486 MI_loss: 21.625765 Detection error: 0.011271774768829346 time: 1:30:03.009969
- B/E: 89 / 41 , Gen_loss: -0.33993214 MI_loss: 20.855146 Detection error: 0.011286437511444092 time: 1:30:03.867216
- B/E: 90 / 41 , Gen_loss: -0.34493178 MI_loss: 20.838829 Detection error: 0.011281907558441162 time: 1:30:04.721998
- B/E: 91 / 41 , Gen_loss: -0.3456053 MI_loss: 20.969187 Detection error: 0.011289060115814209 time: 1:30:05.582528
- B/E: 92 / 41 , Gen_loss: -0.34852064 MI_loss: 21.1538 Detection error: 0.011279582977294922 time: 1:30:06.406929
- B/E: 93 / 41 , Gen_loss: -0.34418964 MI_loss: 21.032356 Detection error: 0.01127159595489502 time: 1:30:07.154407
- B/E: 94 / 41 , Gen_loss: -0.34074715 MI_loss: 20.887115 Detection error: 0.011290431022644043 time: 1:30:07.903863
- B/E: 95 / 41 , Gen_loss: -0.3526745 MI_loss: 21.50176 Detection error: 0.011293947696685791 time: 1:30:08.846288
- B/E: 96 / 41 , Gen_loss: -0.34813923 MI_loss: 21.008938 Detection error: 0.011291563510894775 time: 1:30:09.705078
- B/E: 97 / 41 , Gen_loss: -0.34070086 MI_loss: 20.536057 Detection error: 0.011280298233032227 time: 1:30:10.560843
- B/E: 98 / 41 , Gen_loss: -0.35490102 MI_loss: 21.390781 Detection error: 0.011263549327850342 time: 1:30:11.420115
- B/E: 99 / 41 , Gen_loss: -0.35070774 MI_loss: 21.163847 Detection error: 0.011264979839324951 time: 1:30:12.276226
- B/E: 100 / 41 , Gen_loss: -0.35276583 MI_loss: 21.397253 Detection error: 0.011261463165283203 time: 1:30:13.135314
- B/E: 101 / 41 , Gen_loss: -0.35523465 MI_loss: 21.589104 Detection error: 0.01127082109451294 time: 1:30:13.966244
- B/E: 102 / 41 , Gen_loss: -0.34978324 MI_loss: 21.175793 Detection error: 0.011266052722930908 time: 1:30:14.802707
- B/E: 103 / 41 , Gen_loss: -0.34534812 MI_loss: 21.075157 Detection error: 0.011267125606536865 time: 1:30:15.590838
- B/E: 104 / 41 , Gen_loss: -0.34748557 MI_loss: 21.051394 Detection error: 0.011273503303527832 time: 1:30:16.339478
- B/E: 105 / 41 , Gen_loss: -0.34161437 MI_loss: 20.802025 Detection error: 0.011266529560089111 time: 1:30:17.096530
- B/E: 106 / 41 , Gen_loss: -0.3511126 MI_loss: 21.45459 Detection error: 0.011280059814453125 time: 1:30:17.940866
- B/E: 107 / 41 , Gen_loss: -0.32954884 MI_loss: 20.074839 Detection error: 0.011285603046417236 time: 1:30:18.795205
- B/E: 108 / 41 , Gen_loss: -0.34920937 MI_loss: 21.211222 Detection error: 0.011292994022369385 time: 1:30:19.651585
- B/E: 109 / 41 , Gen_loss: -0.3469384 MI_loss: 21.002817 Detection error: 0.011279284954071045 time: 1:30:20.509218
- B/E: 110 / 41 , Gen_loss: -0.352654 MI_loss: 21.293236 Detection error: 0.011273086071014404 time: 1:30:21.365874
- B/E: 111 / 41 , Gen_loss: -0.35484663 MI_loss: 21.507008 Detection error: 0.011272311210632324 time: 1:30:22.309759
- B/E: 112 / 41 , Gen_loss: -0.3478506 MI_loss: 21.076292 Detection error: 0.011269330978393555 time: 1:30:23.179292
- B/E: 113 / 41 , Gen_loss: -0.3476028 MI_loss: 21.277702 Detection error: 0.011280417442321777 time: 1:30:24.044412
- B/E: 114 / 41 , Gen_loss: -0.33984753 MI_loss: 20.629421 Detection error: 0.01128453016281128 time: 1:30:24.926337
- B/E: 115 / 41 , Gen_loss: -0.35700768 MI_loss: 21.417881 Detection error: 0.011283397674560547 time: 1:30:25.783088
- B/E: 116 / 41 , Gen_loss: -0.33960488 MI_loss: 20.68772 Detection error: 0.011282861232757568 time: 1:30:26.640943
- B/E: 117 / 41 , Gen_loss: -0.3299005 MI_loss: 20.176508 Detection error: 0.011286020278930664 time: 1:30:27.496491
- B/E: 118 / 41 , Gen_loss: -0.34334862 MI_loss: 20.804075 Detection error: 0.011275231838226318 time: 1:30:28.373275
- B/E: 119 / 41 , Gen_loss: -0.34216252 MI_loss: 20.849335 Detection error: 0.011277318000793457 time: 1:30:29.234735
- B/E: 120 / 41 , Gen_loss: -0.35022387 MI_loss: 21.258858 Detection error: 0.011270403861999512 time: 1:30:30.095401
- B/E: 121 / 41 , Gen_loss: -0.3463282 MI_loss: 21.125465 Detection error: 0.011274099349975586 time: 1:30:30.956242
- B/E: 122 / 41 , Gen_loss: -0.35702974 MI_loss: 21.604654 Detection error: 0.01126551628112793 time: 1:30:31.836683
- B/E: 123 / 41 , Gen_loss: -0.3398889 MI_loss: 20.68624 Detection error: 0.011263847351074219 time: 1:30:32.694693
- B/E: 124 / 41 , Gen_loss: -0.33496836 MI_loss: 20.43997 Detection error: 0.01126474142074585 time: 1:30:33.550846
- B/E: 125 / 41 , Gen_loss: -0.35006782 MI_loss: 21.30751 Detection error: 0.011274278163909912 time: 1:30:34.405845
- B/E: 126 / 41 , Gen_loss: -0.34378576 MI_loss: 21.06791 Detection error: 0.01128298044204712 time: 1:30:35.261690
- B/E: 127 / 41 , Gen_loss: -0.34647816 MI_loss: 21.123428 Detection error: 0.011277318000793457 time: 1:30:36.220833
- B/E: 128 / 41 , Gen_loss: -0.3509224 MI_loss: 21.253073 Detection error: 0.011281013488769531 time: 1:30:37.075661
- B/E: 129 / 41 , Gen_loss: -0.34838873 MI_loss: 21.226099 Detection error: 0.011287510395050049 time: 1:30:37.932176
- B/E: 130 / 41 , Gen_loss: -0.35412937 MI_loss: 21.592142 Detection error: 0.01129460334777832 time: 1:30:38.789301
- B/E: 131 / 41 , Gen_loss: -0.3365032 MI_loss: 20.533554 Detection error: 0.011300921440124512 time: 1:30:39.645904
- B/E: 132 / 41 , Gen_loss: -0.3568628 MI_loss: 21.644043 Detection error: 0.011292755603790283 time: 1:30:40.503106
- B/E: 133 / 41 , Gen_loss: -0.35197183 MI_loss: 21.438086 Detection error: 0.011295735836029053 time: 1:30:41.361192
- B/E: 134 / 41 , Gen_loss: -0.35424313 MI_loss: 21.581327 Detection error: 0.011302530765533447 time: 1:30:42.219042
- B/E: 135 / 41 , Gen_loss: -0.35155553 MI_loss: 21.415127 Detection error: 0.01130056381225586 time: 1:30:43.077294
- B/E: 136 / 41 , Gen_loss: -0.34027326 MI_loss: 20.549974 Detection error: 0.011303365230560303 time: 1:30:43.932666
- B/E: 137 / 41 , Gen_loss: -0.3348721 MI_loss: 20.191425 Detection error: 0.011302292346954346 time: 1:30:44.788320
- B/E: 138 / 41 , Gen_loss: -0.3408867 MI_loss: 20.855694 Detection error: 0.011307120323181152 time: 1:30:45.646727
- B/E: 139 / 41 , Gen_loss: -0.34349793 MI_loss: 20.881508 Detection error: 0.01131296157836914 time: 1:30:46.508838
- B/E: 140 / 41 , Gen_loss: -0.34817165 MI_loss: 21.134102 Detection error: 0.01131206750869751 time: 1:30:47.365979
- B/E: 141 / 41 , Gen_loss: -0.34406483 MI_loss: 20.748667 Detection error: 0.011309623718261719 time: 1:30:48.223430
- B/E: 142 / 41 , Gen_loss: -0.34684306 MI_loss: 21.00677 Detection error: 0.011306405067443848 time: 1:30:49.081477
- B/E: 143 / 41 , Gen_loss: -0.3492195 MI_loss: 21.20775 Detection error: 0.011305749416351318 time: 1:30:50.021081
- B/E: 144 / 41 , Gen_loss: -0.34224442 MI_loss: 20.814268 Detection error: 0.011309683322906494 time: 1:30:50.878938
- B/E: 145 / 41 , Gen_loss: -0.3420118 MI_loss: 20.646254 Detection error: 0.011310815811157227 time: 1:30:51.734585
- B/E: 146 / 41 , Gen_loss: -0.34059963 MI_loss: 20.738401 Detection error: 0.011310994625091553 time: 1:30:52.589328
- B/E: 147 / 41 , Gen_loss: -0.3532824 MI_loss: 21.26912 Detection error: 0.011311888694763184 time: 1:30:53.446038
- B/E: 148 / 41 , Gen_loss: -0.34573236 MI_loss: 21.070044 Detection error: 0.011315643787384033 time: 1:30:54.308771
- B/E: 149 / 41 , Gen_loss: -0.35357356 MI_loss: 21.474907 Detection error: 0.011319398880004883 time: 1:30:55.165499
-
- Test Loss: 12.410455 Test Error: 0.011766672134399414
- -----
- EPOCH: 42
- B/E: 0 / 42 , Gen_loss: -0.3504965 MI_loss: 21.28229 Detection error: 0.012499988079071045 time: 1:30:57.156747
- B/E: 1 / 42 , Gen_loss: -0.30374816 MI_loss: 18.79309 Detection error: 0.014656245708465576 time: 1:31:03.371775
- B/E: 2 / 42 , Gen_loss: -0.32784712 MI_loss: 19.732332 Detection error: 0.013197898864746094 time: 1:31:04.223147
- B/E: 3 / 42 , Gen_loss: -0.34487334 MI_loss: 21.048416 Detection error: 0.01301562786102295 time: 1:31:04.981319
- B/E: 4 / 42 , Gen_loss: -0.33773234 MI_loss: 20.637562 Detection error: 0.012781262397766113 time: 1:31:05.828698
- B/E: 5 / 42 , Gen_loss: -0.33576912 MI_loss: 20.710371 Detection error: 0.01252603530883789 time: 1:31:06.773866
- B/E: 6 / 42 , Gen_loss: -0.33202168 MI_loss: 20.365973 Detection error: 0.012428581714630127 time: 1:31:07.652406
- B/E: 7 / 42 , Gen_loss: -0.34117535 MI_loss: 20.985437 Detection error: 0.01237499713897705 time: 1:31:08.515745
- B/E: 8 / 42 , Gen_loss: -0.33509552 MI_loss: 20.35812 Detection error: 0.012170135974884033 time: 1:31:09.299830
- B/E: 9 / 42 , Gen_loss: -0.35035917 MI_loss: 21.307077 Detection error: 0.012056231498718262 time: 1:31:10.049642
- B/E: 10 / 42 , Gen_loss: -0.33706877 MI_loss: 20.469719 Detection error: 0.01198577880859375 time: 1:31:10.824999
- B/E: 11 / 42 , Gen_loss: -0.33390978 MI_loss: 20.183184 Detection error: 0.011929690837860107 time: 1:31:11.574477
- B/E: 12 / 42 , Gen_loss: -0.34399062 MI_loss: 20.811632 Detection error: 0.011932671070098877 time: 1:31:12.419876
- B/E: 13 / 42 , Gen_loss: -0.3491847 MI_loss: 21.336449 Detection error: 0.011857151985168457 time: 1:31:13.276768
- B/E: 14 / 42 , Gen_loss: -0.34915668 MI_loss: 21.125647 Detection error: 0.011858344078063965 time: 1:31:14.133055
- B/E: 15 / 42 , Gen_loss: -0.34888592 MI_loss: 21.181273 Detection error: 0.011763691902160645 time: 1:31:14.988878
- B/E: 16 / 42 , Gen_loss: -0.34238282 MI_loss: 20.728714 Detection error: 0.011702179908752441 time: 1:31:15.767404
- B/E: 17 / 42 , Gen_loss: -0.33757788 MI_loss: 20.497007 Detection error: 0.011652767658233643 time: 1:31:16.629835
- B/E: 18 / 42 , Gen_loss: -0.34713003 MI_loss: 21.039436 Detection error: 0.011606931686401367 time: 1:31:17.488245
- B/E: 19 / 42 , Gen_loss: -0.33775452 MI_loss: 20.77099 Detection error: 0.011581242084503174 time: 1:31:18.343732
- B/E: 20 / 42 , Gen_loss: -0.33990932 MI_loss: 20.631304 Detection error: 0.01159524917602539 time: 1:31:19.301932
- B/E: 21 / 42 , Gen_loss: -0.34267953 MI_loss: 20.880285 Detection error: 0.011573851108551025 time: 1:31:20.159409
- B/E: 22 / 42 , Gen_loss: -0.34075862 MI_loss: 20.528261 Detection error: 0.011552989482879639 time: 1:31:21.017378
- B/E: 23 / 42 , Gen_loss: -0.35269228 MI_loss: 21.377794 Detection error: 0.011555969715118408 time: 1:31:21.874231
- B/E: 24 / 42 , Gen_loss: -0.34825018 MI_loss: 21.082348 Detection error: 0.011541247367858887 time: 1:31:22.733582
- B/E: 25 / 42 , Gen_loss: -0.3348511 MI_loss: 20.367382 Detection error: 0.011518001556396484 time: 1:31:23.597350
- B/E: 26 / 42 , Gen_loss: -0.34055024 MI_loss: 20.857437 Detection error: 0.011559009552001953 time: 1:31:24.457436
- B/E: 27 / 42 , Gen_loss: -0.360781 MI_loss: 22.024832 Detection error: 0.011558055877685547 time: 1:31:25.262938
- B/E: 28 / 42 , Gen_loss: -0.33889282 MI_loss: 20.479637 Detection error: 0.011534512042999268 time: 1:31:26.013074
- B/E: 29 / 42 , Gen_loss: -0.3376558 MI_loss: 20.449505 Detection error: 0.011536478996276855 time: 1:31:26.770333
- B/E: 30 / 42 , Gen_loss: -0.33605418 MI_loss: 20.373177 Detection error: 0.011504054069519043 time: 1:31:27.520357
- B/E: 31 / 42 , Gen_loss: -0.3454742 MI_loss: 21.027739 Detection error: 0.011470675468444824 time: 1:31:28.273134
- B/E: 32 / 42 , Gen_loss: -0.33724874 MI_loss: 20.543194 Detection error: 0.011472523212432861 time: 1:31:29.085591
- B/E: 33 / 42 , Gen_loss: -0.345199 MI_loss: 20.824797 Detection error: 0.011442124843597412 time: 1:31:29.942093
- B/E: 34 / 42 , Gen_loss: -0.3453804 MI_loss: 20.905945 Detection error: 0.011451780796051025 time: 1:31:30.800883
- B/E: 35 / 42 , Gen_loss: -0.33543664 MI_loss: 20.393822 Detection error: 0.011413216590881348 time: 1:31:31.658469
- B/E: 36 / 42 , Gen_loss: -0.3546646 MI_loss: 21.465622 Detection error: 0.01140284538269043 time: 1:31:32.607709
- B/E: 37 / 42 , Gen_loss: -0.35227877 MI_loss: 21.351086 Detection error: 0.01140052080154419 time: 1:31:33.463341
- B/E: 38 / 42 , Gen_loss: -0.34368438 MI_loss: 20.970526 Detection error: 0.011418282985687256 time: 1:31:34.349516
- B/E: 39 / 42 , Gen_loss: -0.35115477 MI_loss: 21.173002 Detection error: 0.011403143405914307 time: 1:31:35.125940
- B/E: 40 / 42 , Gen_loss: -0.34674907 MI_loss: 21.038406 Detection error: 0.011378824710845947 time: 1:31:35.877858
- B/E: 41 / 42 , Gen_loss: -0.34786916 MI_loss: 21.204641 Detection error: 0.011393606662750244 time: 1:31:36.652808
- B/E: 42 / 42 , Gen_loss: -0.34077352 MI_loss: 20.748709 Detection error: 0.011366307735443115 time: 1:31:37.403807
- B/E: 43 / 42 , Gen_loss: -0.35096553 MI_loss: 21.138947 Detection error: 0.01136082410812378 time: 1:31:38.203274
- B/E: 44 / 42 , Gen_loss: -0.33779228 MI_loss: 20.465515 Detection error: 0.011365294456481934 time: 1:31:39.114463
- B/E: 45 / 42 , Gen_loss: -0.34459487 MI_loss: 21.039917 Detection error: 0.011381089687347412 time: 1:31:40.036578
- B/E: 46 / 42 , Gen_loss: -0.3439959 MI_loss: 20.892853 Detection error: 0.01137632131576538 time: 1:31:40.904991
- B/E: 47 / 42 , Gen_loss: -0.34010202 MI_loss: 20.633768 Detection error: 0.011350274085998535 time: 1:31:41.785695
- B/E: 48 / 42 , Gen_loss: -0.33186984 MI_loss: 20.221888 Detection error: 0.011359691619873047 time: 1:31:42.642703
- B/E: 49 / 42 , Gen_loss: -0.33569327 MI_loss: 20.335075 Detection error: 0.011367499828338623 time: 1:31:43.500263
- B/E: 50 / 42 , Gen_loss: -0.33965477 MI_loss: 20.720726 Detection error: 0.011365830898284912 time: 1:31:44.358304
- B/E: 51 / 42 , Gen_loss: -0.356318 MI_loss: 21.672672 Detection error: 0.011361777782440186 time: 1:31:45.186301
- B/E: 52 / 42 , Gen_loss: -0.3378786 MI_loss: 20.448051 Detection error: 0.011347293853759766 time: 1:31:46.060507
- B/E: 53 / 42 , Gen_loss: -0.34251282 MI_loss: 20.878197 Detection error: 0.011370360851287842 time: 1:31:46.811489
- B/E: 54 / 42 , Gen_loss: -0.34347427 MI_loss: 20.842958 Detection error: 0.011359095573425293 time: 1:31:47.562588
- B/E: 55 / 42 , Gen_loss: -0.35267973 MI_loss: 21.369621 Detection error: 0.011345982551574707 time: 1:31:48.314098
- B/E: 56 / 42 , Gen_loss: -0.3438632 MI_loss: 20.740696 Detection error: 0.011325657367706299 time: 1:31:49.068287
- B/E: 57 / 42 , Gen_loss: -0.34398088 MI_loss: 20.94101 Detection error: 0.01132059097290039 time: 1:31:49.832993
- B/E: 58 / 42 , Gen_loss: -0.34054202 MI_loss: 20.621378 Detection error: 0.011301934719085693 time: 1:31:50.580582
- B/E: 59 / 42 , Gen_loss: -0.33527967 MI_loss: 20.326992 Detection error: 0.011322379112243652 time: 1:31:51.337584
- B/E: 60 / 42 , Gen_loss: -0.3541535 MI_loss: 21.469276 Detection error: 0.01131659746170044 time: 1:31:52.177686
- B/E: 61 / 42 , Gen_loss: -0.35362214 MI_loss: 21.431662 Detection error: 0.011310458183288574 time: 1:31:53.039527
- B/E: 62 / 42 , Gen_loss: -0.3481272 MI_loss: 21.182951 Detection error: 0.011315464973449707 time: 1:31:53.894981
- B/E: 63 / 42 , Gen_loss: -0.35143322 MI_loss: 21.405691 Detection error: 0.01131296157836914 time: 1:31:54.751149
- B/E: 64 / 42 , Gen_loss: -0.3436187 MI_loss: 20.919418 Detection error: 0.011303842067718506 time: 1:31:55.606751
- B/E: 65 / 42 , Gen_loss: -0.3452763 MI_loss: 20.984987 Detection error: 0.011309683322906494 time: 1:31:56.466359
- B/E: 66 / 42 , Gen_loss: -0.35687515 MI_loss: 21.677849 Detection error: 0.01130366325378418 time: 1:31:57.324821
- B/E: 67 / 42 , Gen_loss: -0.34944904 MI_loss: 21.26001 Detection error: 0.011278927326202393 time: 1:31:58.181160
- B/E: 68 / 42 , Gen_loss: -0.34149793 MI_loss: 20.850922 Detection error: 0.011277198791503906 time: 1:31:59.120343
- B/E: 69 / 42 , Gen_loss: -0.35614997 MI_loss: 21.716175 Detection error: 0.011284351348876953 time: 1:31:59.984872
- B/E: 70 / 42 , Gen_loss: -0.35275176 MI_loss: 21.439539 Detection error: 0.011272013187408447 time: 1:32:00.843513
- B/E: 71 / 42 , Gen_loss: -0.34391147 MI_loss: 20.86076 Detection error: 0.011274755001068115 time: 1:32:01.699637
- B/E: 72 / 42 , Gen_loss: -0.35069808 MI_loss: 21.27023 Detection error: 0.011280834674835205 time: 1:32:02.556624
- B/E: 73 / 42 , Gen_loss: -0.3424504 MI_loss: 20.782398 Detection error: 0.01127535104751587 time: 1:32:03.411541
- B/E: 74 / 42 , Gen_loss: -0.346044 MI_loss: 21.092718 Detection error: 0.011274576187133789 time: 1:32:04.271962
- B/E: 75 / 42 , Gen_loss: -0.34269193 MI_loss: 20.836926 Detection error: 0.011271774768829346 time: 1:32:05.141930
- B/E: 76 / 42 , Gen_loss: -0.3491253 MI_loss: 21.147846 Detection error: 0.011272311210632324 time: 1:32:06.000945
- B/E: 77 / 42 , Gen_loss: -0.35073304 MI_loss: 21.36891 Detection error: 0.011271238327026367 time: 1:32:06.860869
- B/E: 78 / 42 , Gen_loss: -0.35345772 MI_loss: 21.25992 Detection error: 0.011263430118560791 time: 1:32:07.746184
- B/E: 79 / 42 , Gen_loss: -0.35110578 MI_loss: 21.264654 Detection error: 0.01126718521118164 time: 1:32:08.605390
- B/E: 80 / 42 , Gen_loss: -0.3502306 MI_loss: 21.402143 Detection error: 0.01127856969833374 time: 1:32:09.461717
- B/E: 81 / 42 , Gen_loss: -0.33458406 MI_loss: 20.308533 Detection error: 0.01126641035079956 time: 1:32:10.322675
- B/E: 82 / 42 , Gen_loss: -0.34009826 MI_loss: 20.74602 Detection error: 0.011268854141235352 time: 1:32:11.194791
- B/E: 83 / 42 , Gen_loss: -0.344887 MI_loss: 20.974043 Detection error: 0.011270105838775635 time: 1:32:12.054378
- B/E: 84 / 42 , Gen_loss: -0.34313008 MI_loss: 20.96046 Detection error: 0.011266171932220459 time: 1:32:13.003494
- B/E: 85 / 42 , Gen_loss: -0.35257712 MI_loss: 21.319065 Detection error: 0.011252522468566895 time: 1:32:13.863352
- B/E: 86 / 42 , Gen_loss: -0.34907234 MI_loss: 21.279703 Detection error: 0.011247873306274414 time: 1:32:14.744388
- B/E: 87 / 42 , Gen_loss: -0.34508562 MI_loss: 20.783148 Detection error: 0.011232256889343262 time: 1:32:15.604700
- B/E: 88 / 42 , Gen_loss: -0.34433877 MI_loss: 20.886139 Detection error: 0.011228561401367188 time: 1:32:16.465189
- B/E: 89 / 42 , Gen_loss: -0.34842768 MI_loss: 21.343971 Detection error: 0.0112382173538208 time: 1:32:17.256880
- B/E: 90 / 42 , Gen_loss: -0.3466838 MI_loss: 21.057808 Detection error: 0.011237621307373047 time: 1:32:18.008128
- B/E: 91 / 42 , Gen_loss: -0.3392704 MI_loss: 20.52063 Detection error: 0.011236071586608887 time: 1:32:18.762061
- B/E: 92 / 42 , Gen_loss: -0.33697948 MI_loss: 20.36786 Detection error: 0.01122981309890747 time: 1:32:19.513741
- B/E: 93 / 42 , Gen_loss: -0.35006502 MI_loss: 21.29734 Detection error: 0.01122504472732544 time: 1:32:20.367063
- B/E: 94 / 42 , Gen_loss: -0.34414414 MI_loss: 20.920095 Detection error: 0.011244058609008789 time: 1:32:21.122643
- B/E: 95 / 42 , Gen_loss: -0.3436897 MI_loss: 20.894579 Detection error: 0.011246085166931152 time: 1:32:21.870826
- B/E: 96 / 42 , Gen_loss: -0.35216457 MI_loss: 21.421156 Detection error: 0.01124805212020874 time: 1:32:22.728994
- B/E: 97 / 42 , Gen_loss: -0.34407696 MI_loss: 20.843897 Detection error: 0.011235356330871582 time: 1:32:23.577730
- B/E: 98 / 42 , Gen_loss: -0.33850333 MI_loss: 20.507172 Detection error: 0.011223196983337402 time: 1:32:24.325224
- B/E: 99 / 42 , Gen_loss: -0.3488356 MI_loss: 21.225227 Detection error: 0.011223435401916504 time: 1:32:25.178039
- B/E: 100 / 42 , Gen_loss: -0.33911723 MI_loss: 20.610287 Detection error: 0.011224925518035889 time: 1:32:26.134460
- B/E: 101 / 42 , Gen_loss: -0.34042376 MI_loss: 20.755188 Detection error: 0.011228561401367188 time: 1:32:26.991722
- B/E: 102 / 42 , Gen_loss: -0.34064564 MI_loss: 20.590927 Detection error: 0.011225104331970215 time: 1:32:27.849813
- B/E: 103 / 42 , Gen_loss: -0.34280235 MI_loss: 20.704626 Detection error: 0.011220872402191162 time: 1:32:28.707058
- B/E: 104 / 42 , Gen_loss: -0.33368018 MI_loss: 20.252123 Detection error: 0.011231541633605957 time: 1:32:29.563248
- B/E: 105 / 42 , Gen_loss: -0.347446 MI_loss: 20.996296 Detection error: 0.01122671365737915 time: 1:32:30.428208
- B/E: 106 / 42 , Gen_loss: -0.33319956 MI_loss: 20.283638 Detection error: 0.011241793632507324 time: 1:32:31.290070
- B/E: 107 / 42 , Gen_loss: -0.35719272 MI_loss: 21.613384 Detection error: 0.011243343353271484 time: 1:32:32.152126
- B/E: 108 / 42 , Gen_loss: -0.3457083 MI_loss: 21.052011 Detection error: 0.011256039142608643 time: 1:32:33.016290
- B/E: 109 / 42 , Gen_loss: -0.34388834 MI_loss: 20.915173 Detection error: 0.011245429515838623 time: 1:32:33.880233
- B/E: 110 / 42 , Gen_loss: -0.34704068 MI_loss: 20.974161 Detection error: 0.011239886283874512 time: 1:32:34.656579
- B/E: 111 / 42 , Gen_loss: -0.34775627 MI_loss: 21.174957 Detection error: 0.011236608028411865 time: 1:32:35.422743
- B/E: 112 / 42 , Gen_loss: -0.34916496 MI_loss: 21.06592 Detection error: 0.011228680610656738 time: 1:32:36.172651
- B/E: 113 / 42 , Gen_loss: -0.34718013 MI_loss: 21.285915 Detection error: 0.011235177516937256 time: 1:32:36.920779
- B/E: 114 / 42 , Gen_loss: -0.34519807 MI_loss: 20.970657 Detection error: 0.011241018772125244 time: 1:32:37.672756
- B/E: 115 / 42 , Gen_loss: -0.34393367 MI_loss: 20.524887 Detection error: 0.011236250400543213 time: 1:32:38.432996
- B/E: 116 / 42 , Gen_loss: -0.3510439 MI_loss: 21.446774 Detection error: 0.011239588260650635 time: 1:32:39.269898
- B/E: 117 / 42 , Gen_loss: -0.34471193 MI_loss: 20.990513 Detection error: 0.011242568492889404 time: 1:32:40.035833
- B/E: 118 / 42 , Gen_loss: -0.34709945 MI_loss: 21.080595 Detection error: 0.011230051517486572 time: 1:32:40.820323
- B/E: 119 / 42 , Gen_loss: -0.3466269 MI_loss: 20.860731 Detection error: 0.011223435401916504 time: 1:32:41.581169
- B/E: 120 / 42 , Gen_loss: -0.3565751 MI_loss: 21.650784 Detection error: 0.011222362518310547 time: 1:32:42.427524
- B/E: 121 / 42 , Gen_loss: -0.3455373 MI_loss: 21.165789 Detection error: 0.011224925518035889 time: 1:32:43.289668
- B/E: 122 / 42 , Gen_loss: -0.34096238 MI_loss: 20.646748 Detection error: 0.011217474937438965 time: 1:32:44.146608
- B/E: 123 / 42 , Gen_loss: -0.3466851 MI_loss: 20.972525 Detection error: 0.011212468147277832 time: 1:32:45.021604
- B/E: 124 / 42 , Gen_loss: -0.34764293 MI_loss: 21.075031 Detection error: 0.011218488216400146 time: 1:32:45.880204
- B/E: 125 / 42 , Gen_loss: -0.34658864 MI_loss: 21.022257 Detection error: 0.011216998100280762 time: 1:32:46.740087
- B/E: 126 / 42 , Gen_loss: -0.35529935 MI_loss: 21.636623 Detection error: 0.011229336261749268 time: 1:32:47.598623
- B/E: 127 / 42 , Gen_loss: -0.3395005 MI_loss: 20.623362 Detection error: 0.011224150657653809 time: 1:32:48.478002
- B/E: 128 / 42 , Gen_loss: -0.3439278 MI_loss: 20.975325 Detection error: 0.011233508586883545 time: 1:32:49.336572
- B/E: 129 / 42 , Gen_loss: -0.34940588 MI_loss: 21.294605 Detection error: 0.011236310005187988 time: 1:32:50.195908
- B/E: 130 / 42 , Gen_loss: -0.3434968 MI_loss: 20.854809 Detection error: 0.011242389678955078 time: 1:32:51.052209
- B/E: 131 / 42 , Gen_loss: -0.3496867 MI_loss: 21.369488 Detection error: 0.011246204376220703 time: 1:32:51.910513
- B/E: 132 / 42 , Gen_loss: -0.34034368 MI_loss: 20.633434 Detection error: 0.011243164539337158 time: 1:32:52.869882
- B/E: 133 / 42 , Gen_loss: -0.3423883 MI_loss: 20.890205 Detection error: 0.011250019073486328 time: 1:32:53.729964
- B/E: 134 / 42 , Gen_loss: -0.34014052 MI_loss: 20.781246 Detection error: 0.011258304119110107 time: 1:32:54.586411
- B/E: 135 / 42 , Gen_loss: -0.34254232 MI_loss: 20.696568 Detection error: 0.011261701583862305 time: 1:32:55.446112
- B/E: 136 / 42 , Gen_loss: -0.3430342 MI_loss: 20.772572 Detection error: 0.011258184909820557 time: 1:32:56.304750
- B/E: 137 / 42 , Gen_loss: -0.3350347 MI_loss: 20.39004 Detection error: 0.01126629114151001 time: 1:32:57.124549
- B/E: 138 / 42 , Gen_loss: -0.34085938 MI_loss: 20.743088 Detection error: 0.011267304420471191 time: 1:32:57.874713
- B/E: 139 / 42 , Gen_loss: -0.3417691 MI_loss: 20.722916 Detection error: 0.011273205280303955 time: 1:32:58.712752
- B/E: 140 / 42 , Gen_loss: -0.34438592 MI_loss: 21.144522 Detection error: 0.011272609233856201 time: 1:32:59.465394
- B/E: 141 / 42 , Gen_loss: -0.34647232 MI_loss: 21.003094 Detection error: 0.011269152164459229 time: 1:33:00.217078
- B/E: 142 / 42 , Gen_loss: -0.34357616 MI_loss: 20.817108 Detection error: 0.011267244815826416 time: 1:33:00.973826
- B/E: 143 / 42 , Gen_loss: -0.34476453 MI_loss: 20.824162 Detection error: 0.011265397071838379 time: 1:33:01.723205
- B/E: 144 / 42 , Gen_loss: -0.3431513 MI_loss: 20.875664 Detection error: 0.011271774768829346 time: 1:33:02.478065
- B/E: 145 / 42 , Gen_loss: -0.33743483 MI_loss: 20.352348 Detection error: 0.011272251605987549 time: 1:33:03.250717
- B/E: 146 / 42 , Gen_loss: -0.35251287 MI_loss: 21.403667 Detection error: 0.011269748210906982 time: 1:33:04.110444
- B/E: 147 / 42 , Gen_loss: -0.34275198 MI_loss: 20.754663 Detection error: 0.011274278163909912 time: 1:33:04.980563
- B/E: 148 / 42 , Gen_loss: -0.3422418 MI_loss: 20.735666 Detection error: 0.011276841163635254 time: 1:33:05.918612
- B/E: 149 / 42 , Gen_loss: -0.34931308 MI_loss: 21.162857 Detection error: 0.011282265186309814 time: 1:33:06.780834
-
- Test Loss: 12.324057 Test Error: 0.011475026607513428
- -----
- EPOCH: 43
- B/E: 0 / 43 , Gen_loss: -0.3505965 MI_loss: 21.214058 Detection error: 0.011968731880187988 time: 1:33:08.779832
- B/E: 1 / 43 , Gen_loss: -0.3096317 MI_loss: 19.229465 Detection error: 0.01481252908706665 time: 1:33:15.136866
- B/E: 2 / 43 , Gen_loss: -0.3286721 MI_loss: 19.84616 Detection error: 0.013249993324279785 time: 1:33:16.027243
- B/E: 3 / 43 , Gen_loss: -0.32327095 MI_loss: 19.83948 Detection error: 0.01331251859664917 time: 1:33:16.885314
- B/E: 4 / 43 , Gen_loss: -0.33372217 MI_loss: 20.302286 Detection error: 0.013056278228759766 time: 1:33:17.755481
- B/E: 5 / 43 , Gen_loss: -0.33926445 MI_loss: 20.768661 Detection error: 0.01271355152130127 time: 1:33:18.610026
- B/E: 6 / 43 , Gen_loss: -0.33633396 MI_loss: 20.563663 Detection error: 0.012678563594818115 time: 1:33:19.466725
- B/E: 7 / 43 , Gen_loss: -0.34444693 MI_loss: 21.105396 Detection error: 0.012589871883392334 time: 1:33:20.321098
- B/E: 8 / 43 , Gen_loss: -0.33773065 MI_loss: 20.520416 Detection error: 0.012385427951812744 time: 1:33:21.196908
- B/E: 9 / 43 , Gen_loss: -0.3379171 MI_loss: 20.27998 Detection error: 0.012212514877319336 time: 1:33:22.073331
- B/E: 10 / 43 , Gen_loss: -0.34493855 MI_loss: 21.041231 Detection error: 0.012133538722991943 time: 1:33:23.034510
- B/E: 11 / 43 , Gen_loss: -0.34366134 MI_loss: 20.951015 Detection error: 0.012049496173858643 time: 1:33:23.889431
- B/E: 12 / 43 , Gen_loss: -0.34952906 MI_loss: 21.140991 Detection error: 0.012026429176330566 time: 1:33:24.743019
- B/E: 13 / 43 , Gen_loss: -0.34911013 MI_loss: 21.208767 Detection error: 0.011935293674468994 time: 1:33:25.602222
- B/E: 14 / 43 , Gen_loss: -0.35463044 MI_loss: 21.325998 Detection error: 0.011885404586791992 time: 1:33:26.419894
- B/E: 15 / 43 , Gen_loss: -0.34168178 MI_loss: 20.712507 Detection error: 0.011853516101837158 time: 1:33:27.191073
- B/E: 16 / 43 , Gen_loss: -0.3446056 MI_loss: 20.869915 Detection error: 0.01177757978439331 time: 1:33:27.940664
- B/E: 17 / 43 , Gen_loss: -0.34807968 MI_loss: 21.095284 Detection error: 0.011703133583068848 time: 1:33:28.688172
- B/E: 18 / 43 , Gen_loss: -0.33654988 MI_loss: 20.400269 Detection error: 0.011636495590209961 time: 1:33:29.441590
- B/E: 19 / 43 , Gen_loss: -0.3426332 MI_loss: 20.665806 Detection error: 0.01159060001373291 time: 1:33:30.203609
- B/E: 20 / 43 , Gen_loss: -0.34273684 MI_loss: 20.756882 Detection error: 0.011605679988861084 time: 1:33:30.951347
- B/E: 21 / 43 , Gen_loss: -0.33544803 MI_loss: 20.561253 Detection error: 0.011580944061279297 time: 1:33:31.698223
- B/E: 22 / 43 , Gen_loss: -0.34728476 MI_loss: 21.141003 Detection error: 0.011574745178222656 time: 1:33:32.450901
- B/E: 23 / 43 , Gen_loss: -0.3424054 MI_loss: 20.558195 Detection error: 0.011559903621673584 time: 1:33:33.206473
- B/E: 24 / 43 , Gen_loss: -0.3421731 MI_loss: 20.780384 Detection error: 0.01154249906539917 time: 1:33:33.957880
- B/E: 25 / 43 , Gen_loss: -0.3320057 MI_loss: 19.848154 Detection error: 0.011493980884552002 time: 1:33:34.788433
- B/E: 26 / 43 , Gen_loss: -0.33844605 MI_loss: 20.59341 Detection error: 0.011554419994354248 time: 1:33:35.581631
- B/E: 27 / 43 , Gen_loss: -0.3412091 MI_loss: 20.808016 Detection error: 0.011508941650390625 time: 1:33:36.439039
- B/E: 28 / 43 , Gen_loss: -0.349437 MI_loss: 21.140284 Detection error: 0.011526942253112793 time: 1:33:37.294620
- B/E: 29 / 43 , Gen_loss: -0.35040167 MI_loss: 21.041618 Detection error: 0.011498987674713135 time: 1:33:38.150666
- B/E: 30 / 43 , Gen_loss: -0.3397668 MI_loss: 20.614016 Detection error: 0.011480867862701416 time: 1:33:39.006297
- B/E: 31 / 43 , Gen_loss: -0.3545977 MI_loss: 21.413197 Detection error: 0.011444330215454102 time: 1:33:39.867041
- B/E: 32 / 43 , Gen_loss: -0.34448576 MI_loss: 20.952274 Detection error: 0.011442244052886963 time: 1:33:40.724475
- B/E: 33 / 43 , Gen_loss: -0.35211653 MI_loss: 21.42961 Detection error: 0.011397063732147217 time: 1:33:41.584075
- B/E: 34 / 43 , Gen_loss: -0.3381512 MI_loss: 20.494558 Detection error: 0.011393725872039795 time: 1:33:42.440379
- B/E: 35 / 43 , Gen_loss: -0.3444365 MI_loss: 20.853842 Detection error: 0.011376738548278809 time: 1:33:43.211640
- B/E: 36 / 43 , Gen_loss: -0.34509018 MI_loss: 20.942127 Detection error: 0.011367380619049072 time: 1:33:43.964122
- B/E: 37 / 43 , Gen_loss: -0.3520806 MI_loss: 21.276875 Detection error: 0.01133882999420166 time: 1:33:44.808674
- B/E: 38 / 43 , Gen_loss: -0.33439955 MI_loss: 20.266699 Detection error: 0.011365413665771484 time: 1:33:45.665920
- B/E: 39 / 43 , Gen_loss: -0.35191903 MI_loss: 21.202635 Detection error: 0.011337518692016602 time: 1:33:46.520371
- B/E: 40 / 43 , Gen_loss: -0.34458637 MI_loss: 20.945414 Detection error: 0.011323928833007812 time: 1:33:47.391972
- B/E: 41 / 43 , Gen_loss: -0.3517608 MI_loss: 21.329287 Detection error: 0.01132291555404663 time: 1:33:48.343117
- B/E: 42 / 43 , Gen_loss: -0.35734078 MI_loss: 21.620224 Detection error: 0.01130741834640503 time: 1:33:49.202375
- B/E: 43 / 43 , Gen_loss: -0.35278383 MI_loss: 21.200644 Detection error: 0.011300444602966309 time: 1:33:50.061186
- B/E: 44 / 43 , Gen_loss: -0.34043208 MI_loss: 20.755629 Detection error: 0.011302769184112549 time: 1:33:50.932625
- B/E: 45 / 43 , Gen_loss: -0.34767073 MI_loss: 21.143244 Detection error: 0.011312484741210938 time: 1:33:51.793780
- B/E: 46 / 43 , Gen_loss: -0.34575525 MI_loss: 20.9411 Detection error: 0.011306524276733398 time: 1:33:52.650207
- B/E: 47 / 43 , Gen_loss: -0.35373142 MI_loss: 21.429577 Detection error: 0.01128774881362915 time: 1:33:53.506539
- B/E: 48 / 43 , Gen_loss: -0.3484077 MI_loss: 21.209995 Detection error: 0.01129847764968872 time: 1:33:54.364041
- B/E: 49 / 43 , Gen_loss: -0.34212112 MI_loss: 20.728601 Detection error: 0.0113181471824646 time: 1:33:55.245149
- B/E: 50 / 43 , Gen_loss: -0.34566474 MI_loss: 20.935352 Detection error: 0.011313140392303467 time: 1:33:56.103961
- B/E: 51 / 43 , Gen_loss: -0.35180086 MI_loss: 21.36984 Detection error: 0.011301696300506592 time: 1:33:56.960837
- B/E: 52 / 43 , Gen_loss: -0.34814286 MI_loss: 21.039173 Detection error: 0.011292457580566406 time: 1:33:57.819239
- B/E: 53 / 43 , Gen_loss: -0.35161176 MI_loss: 21.26213 Detection error: 0.011304378509521484 time: 1:33:58.680081
- B/E: 54 / 43 , Gen_loss: -0.35145682 MI_loss: 21.380768 Detection error: 0.01130056381225586 time: 1:33:59.461868
- B/E: 55 / 43 , Gen_loss: -0.34793574 MI_loss: 21.006847 Detection error: 0.011284053325653076 time: 1:34:00.213381
- B/E: 56 / 43 , Gen_loss: -0.35083455 MI_loss: 21.2809 Detection error: 0.01127082109451294 time: 1:34:00.962851
- B/E: 57 / 43 , Gen_loss: -0.34327644 MI_loss: 20.70486 Detection error: 0.011247873306274414 time: 1:34:01.812816
- B/E: 58 / 43 , Gen_loss: -0.33610982 MI_loss: 20.330034 Detection error: 0.011242568492889404 time: 1:34:02.568894
- B/E: 59 / 43 , Gen_loss: -0.34000793 MI_loss: 20.725256 Detection error: 0.011263549327850342 time: 1:34:03.325680
- B/E: 60 / 43 , Gen_loss: -0.35010812 MI_loss: 21.172136 Detection error: 0.01125258207321167 time: 1:34:04.074127
- B/E: 61 / 43 , Gen_loss: -0.34265396 MI_loss: 20.819862 Detection error: 0.011245965957641602 time: 1:34:04.848889
- B/E: 62 / 43 , Gen_loss: -0.35231614 MI_loss: 21.34603 Detection error: 0.011240065097808838 time: 1:34:05.690498
- B/E: 63 / 43 , Gen_loss: -0.34709713 MI_loss: 21.028347 Detection error: 0.011243641376495361 time: 1:34:06.478065
- B/E: 64 / 43 , Gen_loss: -0.34878126 MI_loss: 21.295591 Detection error: 0.011242806911468506 time: 1:34:07.229162
- B/E: 65 / 43 , Gen_loss: -0.34409243 MI_loss: 20.849642 Detection error: 0.011236727237701416 time: 1:34:07.979962
- B/E: 66 / 43 , Gen_loss: -0.34867272 MI_loss: 20.979486 Detection error: 0.011227607727050781 time: 1:34:08.803900
- B/E: 67 / 43 , Gen_loss: -0.3557307 MI_loss: 21.49789 Detection error: 0.011221528053283691 time: 1:34:09.663409
- B/E: 68 / 43 , Gen_loss: -0.34531528 MI_loss: 20.929098 Detection error: 0.011211037635803223 time: 1:34:10.524159
- B/E: 69 / 43 , Gen_loss: -0.3508118 MI_loss: 21.20305 Detection error: 0.011219203472137451 time: 1:34:11.379730
- B/E: 70 / 43 , Gen_loss: -0.34532928 MI_loss: 21.03934 Detection error: 0.01122140884399414 time: 1:34:12.237532
- B/E: 71 / 43 , Gen_loss: -0.34191465 MI_loss: 20.798862 Detection error: 0.01122349500656128 time: 1:34:13.095631
- B/E: 72 / 43 , Gen_loss: -0.35835937 MI_loss: 21.767979 Detection error: 0.011217474937438965 time: 1:34:13.961142
- B/E: 73 / 43 , Gen_loss: -0.35486045 MI_loss: 21.519985 Detection error: 0.011212825775146484 time: 1:34:14.905392
- B/E: 74 / 43 , Gen_loss: -0.34713894 MI_loss: 21.164314 Detection error: 0.011212944984436035 time: 1:34:15.762652
- B/E: 75 / 43 , Gen_loss: -0.33534008 MI_loss: 20.409914 Detection error: 0.01120680570602417 time: 1:34:16.620095
- B/E: 76 / 43 , Gen_loss: -0.34719548 MI_loss: 21.076479 Detection error: 0.011206984519958496 time: 1:34:17.479417
- B/E: 77 / 43 , Gen_loss: -0.35147738 MI_loss: 21.5258 Detection error: 0.01120835542678833 time: 1:34:18.335280
- B/E: 78 / 43 , Gen_loss: -0.353219 MI_loss: 21.283213 Detection error: 0.011199355125427246 time: 1:34:19.195246
- B/E: 79 / 43 , Gen_loss: -0.34359962 MI_loss: 20.769943 Detection error: 0.011209368705749512 time: 1:34:20.055272
- B/E: 80 / 43 , Gen_loss: -0.34441364 MI_loss: 21.17011 Detection error: 0.011216044425964355 time: 1:34:20.932652
- B/E: 81 / 43 , Gen_loss: -0.34446266 MI_loss: 20.848795 Detection error: 0.011212289333343506 time: 1:34:21.794359
- B/E: 82 / 43 , Gen_loss: -0.35149488 MI_loss: 21.451477 Detection error: 0.011208593845367432 time: 1:34:22.588897
- B/E: 83 / 43 , Gen_loss: -0.346632 MI_loss: 21.101753 Detection error: 0.011212408542633057 time: 1:34:23.346228
- B/E: 84 / 43 , Gen_loss: -0.33872223 MI_loss: 20.65508 Detection error: 0.011213600635528564 time: 1:34:24.096934
- B/E: 85 / 43 , Gen_loss: -0.34756023 MI_loss: 20.976524 Detection error: 0.0111922025680542 time: 1:34:24.863195
- B/E: 86 / 43 , Gen_loss: -0.3404041 MI_loss: 20.695438 Detection error: 0.011190712451934814 time: 1:34:25.698724
- B/E: 87 / 43 , Gen_loss: -0.35012445 MI_loss: 21.149286 Detection error: 0.011177539825439453 time: 1:34:26.448620
- B/E: 88 / 43 , Gen_loss: -0.34263867 MI_loss: 20.761356 Detection error: 0.011160790920257568 time: 1:34:27.201213
- B/E: 89 / 43 , Gen_loss: -0.33987433 MI_loss: 20.76382 Detection error: 0.011174976825714111 time: 1:34:28.051808
- B/E: 90 / 43 , Gen_loss: -0.34526885 MI_loss: 20.921928 Detection error: 0.011169672012329102 time: 1:34:28.806909
- B/E: 91 / 43 , Gen_loss: -0.33758593 MI_loss: 20.55238 Detection error: 0.011171877384185791 time: 1:34:29.557936
- B/E: 92 / 43 , Gen_loss: -0.34284744 MI_loss: 20.725338 Detection error: 0.011163949966430664 time: 1:34:30.309659
- B/E: 93 / 43 , Gen_loss: -0.3494772 MI_loss: 21.296207 Detection error: 0.01116025447845459 time: 1:34:31.060233
- B/E: 94 / 43 , Gen_loss: -0.34401616 MI_loss: 21.079262 Detection error: 0.011174321174621582 time: 1:34:31.809617
- B/E: 95 / 43 , Gen_loss: -0.3361709 MI_loss: 20.506609 Detection error: 0.011182963848114014 time: 1:34:32.563865
- B/E: 96 / 43 , Gen_loss: -0.35439676 MI_loss: 21.628792 Detection error: 0.011180400848388672 time: 1:34:33.441462
- B/E: 97 / 43 , Gen_loss: -0.35737342 MI_loss: 21.641745 Detection error: 0.01116710901260376 time: 1:34:34.300110
- B/E: 98 / 43 , Gen_loss: -0.34686878 MI_loss: 21.00042 Detection error: 0.011157214641571045 time: 1:34:35.156227
- B/E: 99 / 43 , Gen_loss: -0.35992822 MI_loss: 21.817211 Detection error: 0.011153757572174072 time: 1:34:35.926273
- B/E: 100 / 43 , Gen_loss: -0.3484693 MI_loss: 21.361597 Detection error: 0.011161506175994873 time: 1:34:36.675702
- B/E: 101 / 43 , Gen_loss: -0.3497354 MI_loss: 21.134914 Detection error: 0.011163592338562012 time: 1:34:37.497324
- B/E: 102 / 43 , Gen_loss: -0.34593016 MI_loss: 21.04971 Detection error: 0.011164426803588867 time: 1:34:38.352150
- B/E: 103 / 43 , Gen_loss: -0.35171548 MI_loss: 21.481394 Detection error: 0.011161386966705322 time: 1:34:39.205917
- B/E: 104 / 43 , Gen_loss: -0.35122415 MI_loss: 21.413395 Detection error: 0.011169970035552979 time: 1:34:40.069734
- B/E: 105 / 43 , Gen_loss: -0.34059936 MI_loss: 20.574722 Detection error: 0.01116567850112915 time: 1:34:41.023424
- B/E: 106 / 43 , Gen_loss: -0.34977195 MI_loss: 21.330387 Detection error: 0.011180520057678223 time: 1:34:41.880063
- B/E: 107 / 43 , Gen_loss: -0.35018855 MI_loss: 21.445482 Detection error: 0.01118171215057373 time: 1:34:42.736520
- B/E: 108 / 43 , Gen_loss: -0.35143876 MI_loss: 21.10792 Detection error: 0.011187493801116943 time: 1:34:43.598322
- B/E: 109 / 43 , Gen_loss: -0.33959275 MI_loss: 20.622295 Detection error: 0.011186361312866211 time: 1:34:44.457395
- B/E: 110 / 43 , Gen_loss: -0.35027862 MI_loss: 21.073387 Detection error: 0.01117485761642456 time: 1:34:45.240425
- B/E: 111 / 43 , Gen_loss: -0.3504902 MI_loss: 21.284714 Detection error: 0.011171877384185791 time: 1:34:45.989676
- B/E: 112 / 43 , Gen_loss: -0.35241407 MI_loss: 21.213028 Detection error: 0.011165916919708252 time: 1:34:46.739604
- B/E: 113 / 43 , Gen_loss: -0.34880027 MI_loss: 21.283945 Detection error: 0.01117020845413208 time: 1:34:47.512500
- B/E: 114 / 43 , Gen_loss: -0.33820364 MI_loss: 20.641354 Detection error: 0.011179089546203613 time: 1:34:48.260384
- B/E: 115 / 43 , Gen_loss: -0.34578374 MI_loss: 21.007803 Detection error: 0.011178314685821533 time: 1:34:49.008161
- B/E: 116 / 43 , Gen_loss: -0.3433288 MI_loss: 21.074135 Detection error: 0.011181354522705078 time: 1:34:49.763866
- B/E: 117 / 43 , Gen_loss: -0.34190476 MI_loss: 20.796171 Detection error: 0.011188030242919922 time: 1:34:50.511304
- B/E: 118 / 43 , Gen_loss: -0.33964938 MI_loss: 20.631563 Detection error: 0.011177539825439453 time: 1:34:51.298538
- B/E: 119 / 43 , Gen_loss: -0.33959982 MI_loss: 20.676111 Detection error: 0.01117628812789917 time: 1:34:52.047328
- B/E: 120 / 43 , Gen_loss: -0.33957613 MI_loss: 20.55239 Detection error: 0.01117175817489624 time: 1:34:52.811502
- B/E: 121 / 43 , Gen_loss: -0.34020045 MI_loss: 20.8014 Detection error: 0.011174678802490234 time: 1:34:53.647575
- B/E: 122 / 43 , Gen_loss: -0.3484165 MI_loss: 20.975218 Detection error: 0.011163115501403809 time: 1:34:54.405766
- B/E: 123 / 43 , Gen_loss: -0.3334651 MI_loss: 20.279776 Detection error: 0.011159002780914307 time: 1:34:55.256762
- B/E: 124 / 43 , Gen_loss: -0.3511124 MI_loss: 21.288017 Detection error: 0.011162519454956055 time: 1:34:56.111655
- B/E: 125 / 43 , Gen_loss: -0.3538503 MI_loss: 21.49171 Detection error: 0.011172354221343994 time: 1:34:56.966884
- B/E: 126 / 43 , Gen_loss: -0.34807712 MI_loss: 21.226097 Detection error: 0.011183083057403564 time: 1:34:57.821471
- B/E: 127 / 43 , Gen_loss: -0.34874254 MI_loss: 21.24074 Detection error: 0.011178970336914062 time: 1:34:58.629423
- B/E: 128 / 43 , Gen_loss: -0.33958045 MI_loss: 20.629482 Detection error: 0.011183857917785645 time: 1:34:59.378615
- B/E: 129 / 43 , Gen_loss: -0.3526355 MI_loss: 21.47198 Detection error: 0.011186778545379639 time: 1:35:00.133337
- B/E: 130 / 43 , Gen_loss: -0.34401143 MI_loss: 20.831324 Detection error: 0.0111960768699646 time: 1:35:00.880003
- B/E: 131 / 43 , Gen_loss: -0.3464323 MI_loss: 21.097668 Detection error: 0.011197924613952637 time: 1:35:01.626904
- B/E: 132 / 43 , Gen_loss: -0.35198832 MI_loss: 21.311539 Detection error: 0.011189162731170654 time: 1:35:02.496907
- B/E: 133 / 43 , Gen_loss: -0.34607276 MI_loss: 21.17532 Detection error: 0.011192142963409424 time: 1:35:03.352361
- B/E: 134 / 43 , Gen_loss: -0.3417022 MI_loss: 21.076895 Detection error: 0.011198639869689941 time: 1:35:04.174685
- B/E: 135 / 43 , Gen_loss: -0.33825877 MI_loss: 20.578808 Detection error: 0.011199891567230225 time: 1:35:04.930198
- B/E: 136 / 43 , Gen_loss: -0.3445315 MI_loss: 20.803907 Detection error: 0.011201441287994385 time: 1:35:05.685390
- B/E: 137 / 43 , Gen_loss: -0.33500546 MI_loss: 20.338436 Detection error: 0.011204004287719727 time: 1:35:06.535790
- B/E: 138 / 43 , Gen_loss: -0.344 MI_loss: 20.939188 Detection error: 0.011207044124603271 time: 1:35:07.286429
- B/E: 139 / 43 , Gen_loss: -0.3480468 MI_loss: 21.062714 Detection error: 0.011212050914764404 time: 1:35:08.038429
- B/E: 140 / 43 , Gen_loss: -0.33931497 MI_loss: 20.608376 Detection error: 0.011212527751922607 time: 1:35:08.788262
- B/E: 141 / 43 , Gen_loss: -0.35155472 MI_loss: 21.294788 Detection error: 0.011210799217224121 time: 1:35:09.537650
- B/E: 142 / 43 , Gen_loss: -0.34836808 MI_loss: 21.15215 Detection error: 0.011211991310119629 time: 1:35:10.301068
- B/E: 143 / 43 , Gen_loss: -0.35935876 MI_loss: 21.787613 Detection error: 0.011209189891815186 time: 1:35:11.053062
- B/E: 144 / 43 , Gen_loss: -0.34987995 MI_loss: 21.249197 Detection error: 0.011213600635528564 time: 1:35:11.837859
- B/E: 145 / 43 , Gen_loss: -0.34428656 MI_loss: 20.810568 Detection error: 0.011215567588806152 time: 1:35:12.693138
- B/E: 146 / 43 , Gen_loss: -0.33894977 MI_loss: 20.512213 Detection error: 0.01121300458908081 time: 1:35:13.555078
- B/E: 147 / 43 , Gen_loss: -0.34929085 MI_loss: 21.216621 Detection error: 0.011216878890991211 time: 1:35:14.413172
- B/E: 148 / 43 , Gen_loss: -0.34347522 MI_loss: 20.721865 Detection error: 0.0112152099609375 time: 1:35:15.272944
- B/E: 149 / 43 , Gen_loss: -0.34709153 MI_loss: 20.963001 Detection error: 0.01122373342514038 time: 1:35:16.129472
-
- Test Loss: 12.268335 Test Error: 0.011708319187164307
- -----
- EPOCH: 44
- B/E: 0 / 44 , Gen_loss: -0.33813447 MI_loss: 20.48641 Detection error: 0.012125015258789062 time: 1:35:18.134873
- B/E: 1 / 44 , Gen_loss: -0.31913128 MI_loss: 19.686325 Detection error: 0.01460939645767212 time: 1:35:24.542819
- B/E: 2 / 44 , Gen_loss: -0.3278081 MI_loss: 19.759932 Detection error: 0.013135433197021484 time: 1:35:25.419921
- B/E: 3 / 44 , Gen_loss: -0.34197235 MI_loss: 20.860771 Detection error: 0.012820303440093994 time: 1:35:26.259098
- B/E: 4 / 44 , Gen_loss: -0.33839762 MI_loss: 20.77683 Detection error: 0.01265627145767212 time: 1:35:27.118009
- B/E: 5 / 44 , Gen_loss: -0.34323198 MI_loss: 20.92299 Detection error: 0.01237499713897705 time: 1:35:28.000034
- B/E: 6 / 44 , Gen_loss: -0.3372627 MI_loss: 20.627724 Detection error: 0.012312471866607666 time: 1:35:28.858142
- B/E: 7 / 44 , Gen_loss: -0.32906112 MI_loss: 20.171307 Detection error: 0.012257814407348633 time: 1:35:29.714945
- B/E: 8 / 44 , Gen_loss: -0.34212217 MI_loss: 20.819426 Detection error: 0.01202082633972168 time: 1:35:30.573630
- B/E: 9 / 44 , Gen_loss: -0.342644 MI_loss: 20.949236 Detection error: 0.0119093656539917 time: 1:35:31.367265
- B/E: 10 / 44 , Gen_loss: -0.35850802 MI_loss: 21.797764 Detection error: 0.011840879917144775 time: 1:35:32.117268
- B/E: 11 / 44 , Gen_loss: -0.34889472 MI_loss: 21.182915 Detection error: 0.011789083480834961 time: 1:35:32.968107
- B/E: 12 / 44 , Gen_loss: -0.33483732 MI_loss: 20.138193 Detection error: 0.011778831481933594 time: 1:35:33.827404
- B/E: 13 / 44 , Gen_loss: -0.34466958 MI_loss: 20.903555 Detection error: 0.011734366416931152 time: 1:35:34.685099
- B/E: 14 / 44 , Gen_loss: -0.34685454 MI_loss: 21.07832 Detection error: 0.011727094650268555 time: 1:35:35.564959
- B/E: 15 / 44 , Gen_loss: -0.349675 MI_loss: 21.179531 Detection error: 0.011650383472442627 time: 1:35:36.423335
- B/E: 16 / 44 , Gen_loss: -0.350832 MI_loss: 21.222313 Detection error: 0.011558830738067627 time: 1:35:37.282179
- B/E: 17 / 44 , Gen_loss: -0.3406329 MI_loss: 20.72443 Detection error: 0.011508703231811523 time: 1:35:38.138583
- B/E: 18 / 44 , Gen_loss: -0.34866995 MI_loss: 21.174301 Detection error: 0.011473655700683594 time: 1:35:39.121587
- B/E: 19 / 44 , Gen_loss: -0.3492712 MI_loss: 21.15876 Detection error: 0.011443734169006348 time: 1:35:39.977913
- B/E: 20 / 44 , Gen_loss: -0.34488222 MI_loss: 21.047094 Detection error: 0.01144939661026001 time: 1:35:40.836333
- B/E: 21 / 44 , Gen_loss: -0.3390034 MI_loss: 20.533888 Detection error: 0.01146024465560913 time: 1:35:41.696231
- B/E: 22 / 44 , Gen_loss: -0.35624874 MI_loss: 21.46471 Detection error: 0.0114402174949646 time: 1:35:42.555638
- B/E: 23 / 44 , Gen_loss: -0.34712455 MI_loss: 20.815472 Detection error: 0.011427104473114014 time: 1:35:43.340359
- B/E: 24 / 44 , Gen_loss: -0.3440677 MI_loss: 20.958307 Detection error: 0.011402487754821777 time: 1:35:44.087922
- B/E: 25 / 44 , Gen_loss: -0.33679223 MI_loss: 20.367977 Detection error: 0.011415839195251465 time: 1:35:44.915548
- B/E: 26 / 44 , Gen_loss: -0.34647644 MI_loss: 21.077904 Detection error: 0.011469900608062744 time: 1:35:45.769548
- B/E: 27 / 44 , Gen_loss: -0.35668197 MI_loss: 21.717453 Detection error: 0.011438608169555664 time: 1:35:46.631083
- B/E: 28 / 44 , Gen_loss: -0.34534872 MI_loss: 20.987814 Detection error: 0.01145261526107788 time: 1:35:47.487895
- B/E: 29 / 44 , Gen_loss: -0.34384114 MI_loss: 20.769123 Detection error: 0.011437475681304932 time: 1:35:48.366905
- B/E: 30 / 44 , Gen_loss: -0.33361307 MI_loss: 20.347216 Detection error: 0.01140826940536499 time: 1:35:49.223434
- B/E: 31 / 44 , Gen_loss: -0.35145202 MI_loss: 21.408184 Detection error: 0.011390626430511475 time: 1:35:50.183206
- B/E: 32 / 44 , Gen_loss: -0.34379143 MI_loss: 20.897276 Detection error: 0.01139301061630249 time: 1:35:51.040351
- B/E: 33 / 44 , Gen_loss: -0.33958387 MI_loss: 20.615004 Detection error: 0.011352956295013428 time: 1:35:51.897279
- B/E: 34 / 44 , Gen_loss: -0.3409808 MI_loss: 20.735622 Detection error: 0.011358022689819336 time: 1:35:52.766007
- B/E: 35 / 44 , Gen_loss: -0.34495333 MI_loss: 20.83656 Detection error: 0.01132810115814209 time: 1:35:53.624847
- B/E: 36 / 44 , Gen_loss: -0.34194732 MI_loss: 20.775425 Detection error: 0.011319279670715332 time: 1:35:54.482470
- B/E: 37 / 44 , Gen_loss: -0.33779466 MI_loss: 20.603193 Detection error: 0.011317431926727295 time: 1:35:55.337513
- B/E: 38 / 44 , Gen_loss: -0.34709775 MI_loss: 21.121973 Detection error: 0.011321306228637695 time: 1:35:56.194733
- B/E: 39 / 44 , Gen_loss: -0.34545505 MI_loss: 20.908182 Detection error: 0.01132345199584961 time: 1:35:57.057144
- B/E: 40 / 44 , Gen_loss: -0.35828647 MI_loss: 21.809391 Detection error: 0.011314809322357178 time: 1:35:57.914501
- B/E: 41 / 44 , Gen_loss: -0.34823373 MI_loss: 21.06851 Detection error: 0.011308014392852783 time: 1:35:58.770440
- B/E: 42 / 44 , Gen_loss: -0.34272528 MI_loss: 20.7458 Detection error: 0.011281251907348633 time: 1:35:59.627653
- B/E: 43 / 44 , Gen_loss: -0.35379693 MI_loss: 21.41955 Detection error: 0.011276960372924805 time: 1:36:00.483035
- B/E: 44 / 44 , Gen_loss: -0.3362253 MI_loss: 20.563148 Detection error: 0.011282622814178467 time: 1:36:01.344331
- B/E: 45 / 44 , Gen_loss: -0.35311496 MI_loss: 21.455246 Detection error: 0.011293470859527588 time: 1:36:02.201982
- B/E: 46 / 44 , Gen_loss: -0.3400045 MI_loss: 20.654766 Detection error: 0.011295199394226074 time: 1:36:02.994276
- B/E: 47 / 44 , Gen_loss: -0.35382268 MI_loss: 21.316757 Detection error: 0.011266946792602539 time: 1:36:03.743536
- B/E: 48 / 44 , Gen_loss: -0.34812972 MI_loss: 21.182083 Detection error: 0.011282503604888916 time: 1:36:04.600305
- B/E: 49 / 44 , Gen_loss: -0.3462825 MI_loss: 20.91597 Detection error: 0.011294364929199219 time: 1:36:05.355995
- B/E: 50 / 44 , Gen_loss: -0.3474548 MI_loss: 21.13184 Detection error: 0.011285543441772461 time: 1:36:06.182978
- B/E: 51 / 44 , Gen_loss: -0.34689307 MI_loss: 21.140226 Detection error: 0.011272251605987549 time: 1:36:07.038030
- B/E: 52 / 44 , Gen_loss: -0.3416561 MI_loss: 20.738377 Detection error: 0.011272430419921875 time: 1:36:07.894754
- B/E: 53 / 44 , Gen_loss: -0.35058537 MI_loss: 21.234486 Detection error: 0.011284708976745605 time: 1:36:08.767732
- B/E: 54 / 44 , Gen_loss: -0.35513094 MI_loss: 21.562672 Detection error: 0.011274456977844238 time: 1:36:09.624072
- B/E: 55 / 44 , Gen_loss: -0.35035464 MI_loss: 21.325356 Detection error: 0.011261701583862305 time: 1:36:10.480520
- B/E: 56 / 44 , Gen_loss: -0.34630322 MI_loss: 21.005028 Detection error: 0.01124727725982666 time: 1:36:11.336731
- B/E: 57 / 44 , Gen_loss: -0.3505681 MI_loss: 21.25889 Detection error: 0.011238694190979004 time: 1:36:12.215230
- B/E: 58 / 44 , Gen_loss: -0.34413385 MI_loss: 20.972752 Detection error: 0.011229872703552246 time: 1:36:13.007907
- B/E: 59 / 44 , Gen_loss: -0.34367365 MI_loss: 20.859186 Detection error: 0.011247396469116211 time: 1:36:13.760605
- B/E: 60 / 44 , Gen_loss: -0.35125887 MI_loss: 21.265642 Detection error: 0.0112382173538208 time: 1:36:14.603017
- B/E: 61 / 44 , Gen_loss: -0.34529817 MI_loss: 21.005999 Detection error: 0.01123136281967163 time: 1:36:15.457416
- B/E: 62 / 44 , Gen_loss: -0.3421031 MI_loss: 20.904142 Detection error: 0.011234641075134277 time: 1:36:16.315655
- B/E: 63 / 44 , Gen_loss: -0.35324043 MI_loss: 21.369553 Detection error: 0.011232912540435791 time: 1:36:17.271571
- B/E: 64 / 44 , Gen_loss: -0.34359884 MI_loss: 20.926111 Detection error: 0.01122981309890747 time: 1:36:18.128866
- B/E: 65 / 44 , Gen_loss: -0.34587115 MI_loss: 20.973377 Detection error: 0.011223971843719482 time: 1:36:18.986782
- B/E: 66 / 44 , Gen_loss: -0.35323563 MI_loss: 21.532572 Detection error: 0.011223435401916504 time: 1:36:19.846021
- B/E: 67 / 44 , Gen_loss: -0.35193843 MI_loss: 21.33449 Detection error: 0.011203587055206299 time: 1:36:20.620164
- B/E: 68 / 44 , Gen_loss: -0.3515711 MI_loss: 21.240736 Detection error: 0.011197924613952637 time: 1:36:21.368144
- B/E: 69 / 44 , Gen_loss: -0.34451443 MI_loss: 20.868889 Detection error: 0.011212050914764404 time: 1:36:22.116497
- B/E: 70 / 44 , Gen_loss: -0.3439752 MI_loss: 20.778095 Detection error: 0.01120293140411377 time: 1:36:22.866263
- B/E: 71 / 44 , Gen_loss: -0.3372425 MI_loss: 20.371582 Detection error: 0.011211812496185303 time: 1:36:23.620745
- B/E: 72 / 44 , Gen_loss: -0.34788805 MI_loss: 21.211445 Detection error: 0.011210203170776367 time: 1:36:24.370984
- B/E: 73 / 44 , Gen_loss: -0.339548 MI_loss: 20.62295 Detection error: 0.011204838752746582 time: 1:36:25.133671
- B/E: 74 / 44 , Gen_loss: -0.3479679 MI_loss: 21.238453 Detection error: 0.01120460033416748 time: 1:36:25.881362
- B/E: 75 / 44 , Gen_loss: -0.34711176 MI_loss: 21.18352 Detection error: 0.01120680570602417 time: 1:36:26.633482
- B/E: 76 / 44 , Gen_loss: -0.3490034 MI_loss: 21.201069 Detection error: 0.01120537519454956 time: 1:36:27.386491
- B/E: 77 / 44 , Gen_loss: -0.34637251 MI_loss: 21.109829 Detection error: 0.011198699474334717 time: 1:36:28.138443
- B/E: 78 / 44 , Gen_loss: -0.35773015 MI_loss: 21.651478 Detection error: 0.011191844940185547 time: 1:36:28.888304
- B/E: 79 / 44 , Gen_loss: -0.35104474 MI_loss: 21.339308 Detection error: 0.011202752590179443 time: 1:36:29.719877
- B/E: 80 / 44 , Gen_loss: -0.3497722 MI_loss: 21.320467 Detection error: 0.011212587356567383 time: 1:36:30.470853
- B/E: 81 / 44 , Gen_loss: -0.34546322 MI_loss: 21.014463 Detection error: 0.01120692491531372 time: 1:36:31.321937
- B/E: 82 / 44 , Gen_loss: -0.34836924 MI_loss: 21.024101 Detection error: 0.011205554008483887 time: 1:36:32.186690
- B/E: 83 / 44 , Gen_loss: -0.35038394 MI_loss: 21.276665 Detection error: 0.01120758056640625 time: 1:36:33.046842
- B/E: 84 / 44 , Gen_loss: -0.3423512 MI_loss: 20.771414 Detection error: 0.011201083660125732 time: 1:36:33.906143
- B/E: 85 / 44 , Gen_loss: -0.3526349 MI_loss: 21.349804 Detection error: 0.011183500289916992 time: 1:36:34.768144
- B/E: 86 / 44 , Gen_loss: -0.33809793 MI_loss: 20.539444 Detection error: 0.011180698871612549 time: 1:36:35.638241
- B/E: 87 / 44 , Gen_loss: -0.3443219 MI_loss: 20.867641 Detection error: 0.011165499687194824 time: 1:36:36.493922
- B/E: 88 / 44 , Gen_loss: -0.3475008 MI_loss: 21.064394 Detection error: 0.01115274429321289 time: 1:36:37.349075
- B/E: 89 / 44 , Gen_loss: -0.3435798 MI_loss: 20.887808 Detection error: 0.011164605617523193 time: 1:36:38.233413
- B/E: 90 / 44 , Gen_loss: -0.34477195 MI_loss: 20.87485 Detection error: 0.011165201663970947 time: 1:36:39.093927
- B/E: 91 / 44 , Gen_loss: -0.34015375 MI_loss: 20.539627 Detection error: 0.01116269826889038 time: 1:36:39.952482
- B/E: 92 / 44 , Gen_loss: -0.33897334 MI_loss: 20.42627 Detection error: 0.01115560531616211 time: 1:36:40.808928
- B/E: 93 / 44 , Gen_loss: -0.34687182 MI_loss: 21.13012 Detection error: 0.01115494966506958 time: 1:36:41.673487
- B/E: 94 / 44 , Gen_loss: -0.34774107 MI_loss: 21.13299 Detection error: 0.01116877794265747 time: 1:36:42.540162
- B/E: 95 / 44 , Gen_loss: -0.34357992 MI_loss: 20.86871 Detection error: 0.011175453662872314 time: 1:36:43.484681
- B/E: 96 / 44 , Gen_loss: -0.34655538 MI_loss: 20.989368 Detection error: 0.011175572872161865 time: 1:36:44.343549
- B/E: 97 / 44 , Gen_loss: -0.35130423 MI_loss: 21.152634 Detection error: 0.011165499687194824 time: 1:36:45.200127
- B/E: 98 / 44 , Gen_loss: -0.34581116 MI_loss: 20.913864 Detection error: 0.011146485805511475 time: 1:36:46.082334
- B/E: 99 / 44 , Gen_loss: -0.34385797 MI_loss: 20.867743 Detection error: 0.011148452758789062 time: 1:36:46.937975
- B/E: 100 / 44 , Gen_loss: -0.34933615 MI_loss: 21.185064 Detection error: 0.011149466037750244 time: 1:36:47.797658
- B/E: 101 / 44 , Gen_loss: -0.35010782 MI_loss: 21.313114 Detection error: 0.011155962944030762 time: 1:36:48.653936
- B/E: 102 / 44 , Gen_loss: -0.3358681 MI_loss: 20.33407 Detection error: 0.011155366897583008 time: 1:36:49.512547
- B/E: 103 / 44 , Gen_loss: -0.3491861 MI_loss: 21.252052 Detection error: 0.011147856712341309 time: 1:36:50.369034
- B/E: 104 / 44 , Gen_loss: -0.3404265 MI_loss: 20.589529 Detection error: 0.01115506887435913 time: 1:36:51.225829
- B/E: 105 / 44 , Gen_loss: -0.34661657 MI_loss: 21.046898 Detection error: 0.011149466037750244 time: 1:36:52.083191
- B/E: 106 / 44 , Gen_loss: -0.34243533 MI_loss: 20.666723 Detection error: 0.01115274429321289 time: 1:36:52.939526
- B/E: 107 / 44 , Gen_loss: -0.34498844 MI_loss: 20.994114 Detection error: 0.011160016059875488 time: 1:36:53.799593
- B/E: 108 / 44 , Gen_loss: -0.34296277 MI_loss: 20.931784 Detection error: 0.01116114854812622 time: 1:36:54.657197
- B/E: 109 / 44 , Gen_loss: -0.34589264 MI_loss: 20.942345 Detection error: 0.011154532432556152 time: 1:36:55.514017
- B/E: 110 / 44 , Gen_loss: -0.34577477 MI_loss: 20.783716 Detection error: 0.011142194271087646 time: 1:36:56.372390
- B/E: 111 / 44 , Gen_loss: -0.35935667 MI_loss: 21.8646 Detection error: 0.01113981008529663 time: 1:36:57.333208
- B/E: 112 / 44 , Gen_loss: -0.34352055 MI_loss: 20.84062 Detection error: 0.01113826036453247 time: 1:36:58.191026
- B/E: 113 / 44 , Gen_loss: -0.34497017 MI_loss: 21.02999 Detection error: 0.011144161224365234 time: 1:36:59.049926
- B/E: 114 / 44 , Gen_loss: -0.34079194 MI_loss: 20.723618 Detection error: 0.011148631572723389 time: 1:36:59.907743
- B/E: 115 / 44 , Gen_loss: -0.34481597 MI_loss: 20.928267 Detection error: 0.011144101619720459 time: 1:37:00.770220
- B/E: 116 / 44 , Gen_loss: -0.3513319 MI_loss: 21.17373 Detection error: 0.011143147945404053 time: 1:37:01.628220
- B/E: 117 / 44 , Gen_loss: -0.34731022 MI_loss: 21.158028 Detection error: 0.01114964485168457 time: 1:37:02.489078
- B/E: 118 / 44 , Gen_loss: -0.34574485 MI_loss: 20.931702 Detection error: 0.011135518550872803 time: 1:37:03.347361
- B/E: 119 / 44 , Gen_loss: -0.34366173 MI_loss: 20.924301 Detection error: 0.011133074760437012 time: 1:37:04.234830
- B/E: 120 / 44 , Gen_loss: -0.34501147 MI_loss: 20.977322 Detection error: 0.011126041412353516 time: 1:37:05.103298
- B/E: 121 / 44 , Gen_loss: -0.33775014 MI_loss: 20.585371 Detection error: 0.011131644248962402 time: 1:37:05.962885
- B/E: 122 / 44 , Gen_loss: -0.33965954 MI_loss: 20.70585 Detection error: 0.011128544807434082 time: 1:37:06.750089
- B/E: 123 / 44 , Gen_loss: -0.3432554 MI_loss: 20.732908 Detection error: 0.011124014854431152 time: 1:37:07.498464
- B/E: 124 / 44 , Gen_loss: -0.3443126 MI_loss: 20.973099 Detection error: 0.011124491691589355 time: 1:37:08.250731
- B/E: 125 / 44 , Gen_loss: -0.35365248 MI_loss: 21.469524 Detection error: 0.011131465435028076 time: 1:37:09.002083
- B/E: 126 / 44 , Gen_loss: -0.34666902 MI_loss: 21.20257 Detection error: 0.011145174503326416 time: 1:37:09.845395
- B/E: 127 / 44 , Gen_loss: -0.34211794 MI_loss: 20.662739 Detection error: 0.011141598224639893 time: 1:37:10.789496
- B/E: 128 / 44 , Gen_loss: -0.348167 MI_loss: 21.105474 Detection error: 0.011144399642944336 time: 1:37:11.672018
- B/E: 129 / 44 , Gen_loss: -0.33532625 MI_loss: 20.39908 Detection error: 0.01115119457244873 time: 1:37:12.530139
- B/E: 130 / 44 , Gen_loss: -0.345605 MI_loss: 20.943106 Detection error: 0.011160075664520264 time: 1:37:13.386342
- B/E: 131 / 44 , Gen_loss: -0.35394573 MI_loss: 21.458565 Detection error: 0.011164069175720215 time: 1:37:14.242754
- B/E: 132 / 44 , Gen_loss: -0.35206944 MI_loss: 21.316126 Detection error: 0.01116257905960083 time: 1:37:15.111647
- B/E: 133 / 44 , Gen_loss: -0.34560248 MI_loss: 20.928322 Detection error: 0.011165797710418701 time: 1:37:15.973918
- B/E: 134 / 44 , Gen_loss: -0.3464136 MI_loss: 21.168634 Detection error: 0.011173367500305176 time: 1:37:16.835771
- B/E: 135 / 44 , Gen_loss: -0.3471352 MI_loss: 21.066936 Detection error: 0.011172771453857422 time: 1:37:17.698138
- B/E: 136 / 44 , Gen_loss: -0.35627943 MI_loss: 21.52974 Detection error: 0.011176764965057373 time: 1:37:18.517833
- B/E: 137 / 44 , Gen_loss: -0.34457588 MI_loss: 20.96017 Detection error: 0.011184334754943848 time: 1:37:19.272748
- B/E: 138 / 44 , Gen_loss: -0.33721653 MI_loss: 20.418999 Detection error: 0.011190414428710938 time: 1:37:20.021933
- B/E: 139 / 44 , Gen_loss: -0.34773546 MI_loss: 21.171635 Detection error: 0.011197566986083984 time: 1:37:20.861150
- B/E: 140 / 44 , Gen_loss: -0.3333984 MI_loss: 20.252748 Detection error: 0.011197030544281006 time: 1:37:21.717831
- B/E: 141 / 44 , Gen_loss: -0.34887132 MI_loss: 21.189608 Detection error: 0.011198699474334717 time: 1:37:22.572614
- B/E: 142 / 44 , Gen_loss: -0.34499174 MI_loss: 20.923641 Detection error: 0.011199712753295898 time: 1:37:23.432664
- B/E: 143 / 44 , Gen_loss: -0.35135448 MI_loss: 21.401987 Detection error: 0.01120072603225708 time: 1:37:24.390111
- B/E: 144 / 44 , Gen_loss: -0.33439592 MI_loss: 20.298485 Detection error: 0.011203467845916748 time: 1:37:25.249781
- B/E: 145 / 44 , Gen_loss: -0.34755608 MI_loss: 21.21354 Detection error: 0.011205494403839111 time: 1:37:26.106102
- B/E: 146 / 44 , Gen_loss: -0.3512328 MI_loss: 21.319487 Detection error: 0.011204719543457031 time: 1:37:26.888264
- B/E: 147 / 44 , Gen_loss: -0.3412058 MI_loss: 20.73348 Detection error: 0.011206269264221191 time: 1:37:27.642051
- B/E: 148 / 44 , Gen_loss: -0.3484635 MI_loss: 20.968033 Detection error: 0.011204063892364502 time: 1:37:28.391431
- B/E: 149 / 44 , Gen_loss: -0.3533694 MI_loss: 21.547337 Detection error: 0.011212289333343506 time: 1:37:29.141178
-
- Test Loss: 12.199535 Test Error: 0.011375010013580322
- -----
- EPOCH: 45
- B/E: 0 / 45 , Gen_loss: -0.346029 MI_loss: 21.041754 Detection error: 0.012062489986419678 time: 1:37:31.057528
- B/E: 1 / 45 , Gen_loss: -0.29474705 MI_loss: 18.2041 Detection error: 0.01451563835144043 time: 1:37:37.567576
- B/E: 2 / 45 , Gen_loss: -0.33855733 MI_loss: 20.620855 Detection error: 0.013229191303253174 time: 1:37:38.446210
- B/E: 3 / 45 , Gen_loss: -0.324224 MI_loss: 19.703373 Detection error: 0.013164043426513672 time: 1:37:39.317498
- B/E: 4 / 45 , Gen_loss: -0.3398507 MI_loss: 20.9034 Detection error: 0.012943744659423828 time: 1:37:40.189901
- B/E: 5 / 45 , Gen_loss: -0.33009875 MI_loss: 20.231117 Detection error: 0.012588560581207275 time: 1:37:41.146984
- B/E: 6 / 45 , Gen_loss: -0.33888328 MI_loss: 20.549793 Detection error: 0.01241070032119751 time: 1:37:42.013897
- B/E: 7 / 45 , Gen_loss: -0.34981963 MI_loss: 21.334568 Detection error: 0.012378931045532227 time: 1:37:42.875565
- B/E: 8 / 45 , Gen_loss: -0.3502499 MI_loss: 21.249454 Detection error: 0.012152791023254395 time: 1:37:43.738512
- B/E: 9 / 45 , Gen_loss: -0.33445615 MI_loss: 20.181173 Detection error: 0.012031257152557373 time: 1:37:44.543163
- B/E: 10 / 45 , Gen_loss: -0.34650373 MI_loss: 20.999987 Detection error: 0.011946022510528564 time: 1:37:45.414376
- B/E: 11 / 45 , Gen_loss: -0.34335345 MI_loss: 20.83299 Detection error: 0.011885404586791992 time: 1:37:46.260872
- B/E: 12 / 45 , Gen_loss: -0.3442124 MI_loss: 20.856216 Detection error: 0.01189422607421875 time: 1:37:47.011861
- B/E: 13 / 45 , Gen_loss: -0.348546 MI_loss: 21.166258 Detection error: 0.011832594871520996 time: 1:37:47.856825
- B/E: 14 / 45 , Gen_loss: -0.36060515 MI_loss: 21.79439 Detection error: 0.011783361434936523 time: 1:37:48.728790
- B/E: 15 / 45 , Gen_loss: -0.35039446 MI_loss: 21.266941 Detection error: 0.011714816093444824 time: 1:37:49.583543
- B/E: 16 / 45 , Gen_loss: -0.34907565 MI_loss: 21.285294 Detection error: 0.011663615703582764 time: 1:37:50.437172
- B/E: 17 / 45 , Gen_loss: -0.33593827 MI_loss: 20.466711 Detection error: 0.0116041898727417 time: 1:37:51.290029
- B/E: 18 / 45 , Gen_loss: -0.3428303 MI_loss: 20.823801 Detection error: 0.011555910110473633 time: 1:37:52.178360
- B/E: 19 / 45 , Gen_loss: -0.35125688 MI_loss: 21.516743 Detection error: 0.011542201042175293 time: 1:37:53.033955
- B/E: 20 / 45 , Gen_loss: -0.34039283 MI_loss: 20.476505 Detection error: 0.01151043176651001 time: 1:37:53.990594
- B/E: 21 / 45 , Gen_loss: -0.3418767 MI_loss: 20.830381 Detection error: 0.011536955833435059 time: 1:37:54.848391
- B/E: 22 / 45 , Gen_loss: -0.34505326 MI_loss: 20.781025 Detection error: 0.011517643928527832 time: 1:37:55.704351
- B/E: 23 / 45 , Gen_loss: -0.35273868 MI_loss: 21.167873 Detection error: 0.011498689651489258 time: 1:37:56.564375
- B/E: 24 / 45 , Gen_loss: -0.33828992 MI_loss: 20.66471 Detection error: 0.011484980583190918 time: 1:37:57.424631
- B/E: 25 / 45 , Gen_loss: -0.33954832 MI_loss: 20.576359 Detection error: 0.01146632432937622 time: 1:37:58.289260
- B/E: 26 / 45 , Gen_loss: -0.33289328 MI_loss: 20.43338 Detection error: 0.011503458023071289 time: 1:37:59.148142
- B/E: 27 / 45 , Gen_loss: -0.34390718 MI_loss: 20.908201 Detection error: 0.011496663093566895 time: 1:38:00.014044
- B/E: 28 / 45 , Gen_loss: -0.3434822 MI_loss: 20.919552 Detection error: 0.011480629444122314 time: 1:38:00.876714
- B/E: 29 / 45 , Gen_loss: -0.3463126 MI_loss: 21.071764 Detection error: 0.0114593505859375 time: 1:38:01.738368
- B/E: 30 / 45 , Gen_loss: -0.34624255 MI_loss: 21.120094 Detection error: 0.011428415775299072 time: 1:38:02.522538
- B/E: 31 / 45 , Gen_loss: -0.34035227 MI_loss: 20.7188 Detection error: 0.011400401592254639 time: 1:38:03.273246
- B/E: 32 / 45 , Gen_loss: -0.32861835 MI_loss: 20.074944 Detection error: 0.011395812034606934 time: 1:38:04.024387
- B/E: 33 / 45 , Gen_loss: -0.34483638 MI_loss: 20.844898 Detection error: 0.011342823505401611 time: 1:38:04.785524
- B/E: 34 / 45 , Gen_loss: -0.34752285 MI_loss: 21.215546 Detection error: 0.01136249303817749 time: 1:38:05.533133
- B/E: 35 / 45 , Gen_loss: -0.3440902 MI_loss: 20.85907 Detection error: 0.011323809623718262 time: 1:38:06.300961
- B/E: 36 / 45 , Gen_loss: -0.35405418 MI_loss: 21.544636 Detection error: 0.011319279670715332 time: 1:38:07.224890
- B/E: 37 / 45 , Gen_loss: -0.35329846 MI_loss: 21.47757 Detection error: 0.011308372020721436 time: 1:38:08.080683
- B/E: 38 / 45 , Gen_loss: -0.3488927 MI_loss: 21.190401 Detection error: 0.011317312717437744 time: 1:38:08.938029
- B/E: 39 / 45 , Gen_loss: -0.3443901 MI_loss: 20.898531 Detection error: 0.011309385299682617 time: 1:38:09.792682
- B/E: 40 / 45 , Gen_loss: -0.34340957 MI_loss: 20.770866 Detection error: 0.011278986930847168 time: 1:38:10.653096
- B/E: 41 / 45 , Gen_loss: -0.34917417 MI_loss: 21.158075 Detection error: 0.011276066303253174 time: 1:38:11.509737
- B/E: 42 / 45 , Gen_loss: -0.34852397 MI_loss: 21.245152 Detection error: 0.011250019073486328 time: 1:38:12.366512
- B/E: 43 / 45 , Gen_loss: -0.3500058 MI_loss: 21.229382 Detection error: 0.01125425100326538 time: 1:38:13.227562
- B/E: 44 / 45 , Gen_loss: -0.34336385 MI_loss: 20.768726 Detection error: 0.011251389980316162 time: 1:38:14.085539
- B/E: 45 / 45 , Gen_loss: -0.35073262 MI_loss: 21.334753 Detection error: 0.011264264583587646 time: 1:38:14.948667
- B/E: 46 / 45 , Gen_loss: -0.3410053 MI_loss: 20.741556 Detection error: 0.011243343353271484 time: 1:38:15.804300
- B/E: 47 / 45 , Gen_loss: -0.33809525 MI_loss: 20.603476 Detection error: 0.011239588260650635 time: 1:38:16.659416
- B/E: 48 / 45 , Gen_loss: -0.35467744 MI_loss: 21.483303 Detection error: 0.011253178119659424 time: 1:38:17.514496
- B/E: 49 / 45 , Gen_loss: -0.34623837 MI_loss: 21.013573 Detection error: 0.01126188039779663 time: 1:38:18.393235
- B/E: 50 / 45 , Gen_loss: -0.3533031 MI_loss: 21.438002 Detection error: 0.011259794235229492 time: 1:38:19.249381
- B/E: 51 / 45 , Gen_loss: -0.34658158 MI_loss: 21.173334 Detection error: 0.011252403259277344 time: 1:38:20.113154
- B/E: 52 / 45 , Gen_loss: -0.34650674 MI_loss: 21.101461 Detection error: 0.011241137981414795 time: 1:38:21.059621
- B/E: 53 / 45 , Gen_loss: -0.34815648 MI_loss: 21.155506 Detection error: 0.011248290538787842 time: 1:38:21.932677
- B/E: 54 / 45 , Gen_loss: -0.34038144 MI_loss: 20.588856 Detection error: 0.011238634586334229 time: 1:38:22.791964
- B/E: 55 / 45 , Gen_loss: -0.34508184 MI_loss: 20.994022 Detection error: 0.011232137680053711 time: 1:38:23.658006
- B/E: 56 / 45 , Gen_loss: -0.3468041 MI_loss: 21.07592 Detection error: 0.01121985912322998 time: 1:38:24.519204
- B/E: 57 / 45 , Gen_loss: -0.36118674 MI_loss: 21.860477 Detection error: 0.01120692491531372 time: 1:38:25.407231
- B/E: 58 / 45 , Gen_loss: -0.35094988 MI_loss: 21.40142 Detection error: 0.011197030544281006 time: 1:38:26.267235
- B/E: 59 / 45 , Gen_loss: -0.34104046 MI_loss: 20.816196 Detection error: 0.011206746101379395 time: 1:38:27.123548
- B/E: 60 / 45 , Gen_loss: -0.35427216 MI_loss: 21.446264 Detection error: 0.011204421520233154 time: 1:38:27.982759
- B/E: 61 / 45 , Gen_loss: -0.33266968 MI_loss: 20.099703 Detection error: 0.01119452714920044 time: 1:38:28.838540
- B/E: 62 / 45 , Gen_loss: -0.34080213 MI_loss: 20.657087 Detection error: 0.011199891567230225 time: 1:38:29.697540
- B/E: 63 / 45 , Gen_loss: -0.34882024 MI_loss: 21.072939 Detection error: 0.01119142770767212 time: 1:38:30.553629
- B/E: 64 / 45 , Gen_loss: -0.34889218 MI_loss: 21.270395 Detection error: 0.01118558645248413 time: 1:38:31.409690
- B/E: 65 / 45 , Gen_loss: -0.34672663 MI_loss: 21.124851 Detection error: 0.011179924011230469 time: 1:38:32.267688
- B/E: 66 / 45 , Gen_loss: -0.35054547 MI_loss: 21.265602 Detection error: 0.011179089546203613 time: 1:38:33.129277
- B/E: 67 / 45 , Gen_loss: -0.35247257 MI_loss: 21.318481 Detection error: 0.01116037368774414 time: 1:38:33.985834
- B/E: 68 / 45 , Gen_loss: -0.34782124 MI_loss: 21.157854 Detection error: 0.011166214942932129 time: 1:38:34.944204
- B/E: 69 / 45 , Gen_loss: -0.34864005 MI_loss: 21.183084 Detection error: 0.011177241802215576 time: 1:38:35.801319
- B/E: 70 / 45 , Gen_loss: -0.35404593 MI_loss: 21.432436 Detection error: 0.011168122291564941 time: 1:38:36.659351
- B/E: 71 / 45 , Gen_loss: -0.33654302 MI_loss: 20.447102 Detection error: 0.011175751686096191 time: 1:38:37.520546
- B/E: 72 / 45 , Gen_loss: -0.35526803 MI_loss: 21.521334 Detection error: 0.011170804500579834 time: 1:38:38.376799
- B/E: 73 / 45 , Gen_loss: -0.34865335 MI_loss: 21.136368 Detection error: 0.01117020845413208 time: 1:38:39.235611
- B/E: 74 / 45 , Gen_loss: -0.34950605 MI_loss: 21.306717 Detection error: 0.011169195175170898 time: 1:38:40.096380
- B/E: 75 / 45 , Gen_loss: -0.34023654 MI_loss: 20.656548 Detection error: 0.011152148246765137 time: 1:38:40.889083
- B/E: 76 / 45 , Gen_loss: -0.3438623 MI_loss: 20.917875 Detection error: 0.011162340641021729 time: 1:38:41.758616
- B/E: 77 / 45 , Gen_loss: -0.34182775 MI_loss: 20.79802 Detection error: 0.011158227920532227 time: 1:38:42.613936
- B/E: 78 / 45 , Gen_loss: -0.3510022 MI_loss: 21.24176 Detection error: 0.011149942874908447 time: 1:38:43.473071
- B/E: 79 / 45 , Gen_loss: -0.35178018 MI_loss: 21.297485 Detection error: 0.011165618896484375 time: 1:38:44.335056
- B/E: 80 / 45 , Gen_loss: -0.34382543 MI_loss: 20.934074 Detection error: 0.011174798011779785 time: 1:38:45.199734
- B/E: 81 / 45 , Gen_loss: -0.34955418 MI_loss: 21.151224 Detection error: 0.011163890361785889 time: 1:38:46.058346
- B/E: 82 / 45 , Gen_loss: -0.35025713 MI_loss: 21.258139 Detection error: 0.011155128479003906 time: 1:38:46.916116
- B/E: 83 / 45 , Gen_loss: -0.3491619 MI_loss: 21.206812 Detection error: 0.011156976222991943 time: 1:38:47.775629
- B/E: 84 / 45 , Gen_loss: -0.35132936 MI_loss: 21.501984 Detection error: 0.011152923107147217 time: 1:38:48.723101
- B/E: 85 / 45 , Gen_loss: -0.345386 MI_loss: 20.868877 Detection error: 0.011135876178741455 time: 1:38:49.581602
- B/E: 86 / 45 , Gen_loss: -0.34786367 MI_loss: 21.037073 Detection error: 0.011134326457977295 time: 1:38:50.441656
- B/E: 87 / 45 , Gen_loss: -0.35931614 MI_loss: 21.714748 Detection error: 0.011120736598968506 time: 1:38:51.299130
- B/E: 88 / 45 , Gen_loss: -0.35599047 MI_loss: 21.46989 Detection error: 0.011113762855529785 time: 1:38:52.183717
- B/E: 89 / 45 , Gen_loss: -0.33734024 MI_loss: 20.775505 Detection error: 0.011125028133392334 time: 1:38:53.042786
- B/E: 90 / 45 , Gen_loss: -0.34186587 MI_loss: 20.683039 Detection error: 0.011126399040222168 time: 1:38:53.902989
- B/E: 91 / 45 , Gen_loss: -0.33616757 MI_loss: 20.58629 Detection error: 0.011127710342407227 time: 1:38:54.762842
- B/E: 92 / 45 , Gen_loss: -0.34363946 MI_loss: 20.801916 Detection error: 0.011104166507720947 time: 1:38:55.642052
- B/E: 93 / 45 , Gen_loss: -0.3373491 MI_loss: 20.458502 Detection error: 0.011102735996246338 time: 1:38:56.498761
- B/E: 94 / 45 , Gen_loss: -0.33870143 MI_loss: 20.784065 Detection error: 0.01112598180770874 time: 1:38:57.357341
- B/E: 95 / 45 , Gen_loss: -0.35021958 MI_loss: 21.369995 Detection error: 0.011135101318359375 time: 1:38:58.217049
- B/E: 96 / 45 , Gen_loss: -0.3511492 MI_loss: 21.361105 Detection error: 0.011129200458526611 time: 1:38:59.096872
- B/E: 97 / 45 , Gen_loss: -0.34902483 MI_loss: 21.263355 Detection error: 0.011119604110717773 time: 1:38:59.953916
- B/E: 98 / 45 , Gen_loss: -0.34574538 MI_loss: 20.988205 Detection error: 0.011106371879577637 time: 1:39:00.811230
- B/E: 99 / 45 , Gen_loss: -0.34988707 MI_loss: 21.295383 Detection error: 0.011102497577667236 time: 1:39:01.670460
- B/E: 100 / 45 , Gen_loss: -0.34786966 MI_loss: 21.086935 Detection error: 0.011106133460998535 time: 1:39:02.631451
- B/E: 101 / 45 , Gen_loss: -0.3434016 MI_loss: 20.874653 Detection error: 0.011106312274932861 time: 1:39:03.496690
- B/E: 102 / 45 , Gen_loss: -0.34210756 MI_loss: 20.881355 Detection error: 0.011111676692962646 time: 1:39:04.378461
- B/E: 103 / 45 , Gen_loss: -0.35303733 MI_loss: 21.3482 Detection error: 0.011111199855804443 time: 1:39:05.170160
- B/E: 104 / 45 , Gen_loss: -0.3469261 MI_loss: 21.0768 Detection error: 0.011115491390228271 time: 1:39:05.941216
- B/E: 105 / 45 , Gen_loss: -0.3434252 MI_loss: 20.95795 Detection error: 0.01111525297164917 time: 1:39:06.813818
- B/E: 106 / 45 , Gen_loss: -0.34733897 MI_loss: 21.185703 Detection error: 0.011121213436126709 time: 1:39:07.672003
- B/E: 107 / 45 , Gen_loss: -0.34694657 MI_loss: 21.062838 Detection error: 0.011132240295410156 time: 1:39:08.527661
- B/E: 108 / 45 , Gen_loss: -0.34053993 MI_loss: 20.542488 Detection error: 0.011135876178741455 time: 1:39:09.388561
- B/E: 109 / 45 , Gen_loss: -0.35022086 MI_loss: 21.116737 Detection error: 0.011128664016723633 time: 1:39:10.252280
- B/E: 110 / 45 , Gen_loss: -0.35124078 MI_loss: 21.27808 Detection error: 0.011124730110168457 time: 1:39:11.113265
- B/E: 111 / 45 , Gen_loss: -0.34684598 MI_loss: 21.040535 Detection error: 0.011119961738586426 time: 1:39:11.983208
- B/E: 112 / 45 , Gen_loss: -0.35967216 MI_loss: 21.64323 Detection error: 0.011111974716186523 time: 1:39:12.954634
- B/E: 113 / 45 , Gen_loss: -0.34537718 MI_loss: 21.15539 Detection error: 0.011120080947875977 time: 1:39:13.921129
- B/E: 114 / 45 , Gen_loss: -0.3442071 MI_loss: 20.851809 Detection error: 0.011122524738311768 time: 1:39:14.780517
- B/E: 115 / 45 , Gen_loss: -0.34413934 MI_loss: 20.911999 Detection error: 0.011123120784759521 time: 1:39:15.640453
- B/E: 116 / 45 , Gen_loss: -0.3469284 MI_loss: 21.097118 Detection error: 0.01112741231918335 time: 1:39:16.583163
- B/E: 117 / 45 , Gen_loss: -0.337856 MI_loss: 20.64708 Detection error: 0.011129796504974365 time: 1:39:17.448576
- B/E: 118 / 45 , Gen_loss: -0.34153786 MI_loss: 20.672964 Detection error: 0.011119484901428223 time: 1:39:18.311042
- B/E: 119 / 45 , Gen_loss: -0.34572405 MI_loss: 20.834846 Detection error: 0.011109113693237305 time: 1:39:19.186521
- B/E: 120 / 45 , Gen_loss: -0.33800957 MI_loss: 20.634449 Detection error: 0.011112093925476074 time: 1:39:20.043175
- B/E: 121 / 45 , Gen_loss: -0.33927405 MI_loss: 20.608555 Detection error: 0.011111140251159668 time: 1:39:20.900660
- B/E: 122 / 45 , Gen_loss: -0.35363898 MI_loss: 21.639881 Detection error: 0.011107981204986572 time: 1:39:21.762627
- B/E: 123 / 45 , Gen_loss: -0.33801317 MI_loss: 20.672655 Detection error: 0.011100292205810547 time: 1:39:22.620560
- B/E: 124 / 45 , Gen_loss: -0.34387106 MI_loss: 20.993591 Detection error: 0.011103510856628418 time: 1:39:23.484482
- B/E: 125 / 45 , Gen_loss: -0.3431456 MI_loss: 20.82333 Detection error: 0.011104166507720947 time: 1:39:24.348605
- B/E: 126 / 45 , Gen_loss: -0.33808014 MI_loss: 20.697887 Detection error: 0.011110246181488037 time: 1:39:25.229485
- B/E: 127 / 45 , Gen_loss: -0.33456945 MI_loss: 20.362186 Detection error: 0.011110126972198486 time: 1:39:26.009952
- B/E: 128 / 45 , Gen_loss: -0.3539798 MI_loss: 21.48148 Detection error: 0.01111215353012085 time: 1:39:26.758563
- B/E: 129 / 45 , Gen_loss: -0.35102192 MI_loss: 21.371794 Detection error: 0.011121392250061035 time: 1:39:27.584675
- B/E: 130 / 45 , Gen_loss: -0.33962294 MI_loss: 20.619345 Detection error: 0.011126220226287842 time: 1:39:28.449054
- B/E: 131 / 45 , Gen_loss: -0.35672963 MI_loss: 21.615337 Detection error: 0.011129021644592285 time: 1:39:29.316629
- B/E: 132 / 45 , Gen_loss: -0.35144138 MI_loss: 21.303778 Detection error: 0.011125028133392334 time: 1:39:30.264099
- B/E: 133 / 45 , Gen_loss: -0.35024002 MI_loss: 21.369858 Detection error: 0.01113128662109375 time: 1:39:31.126406
- B/E: 134 / 45 , Gen_loss: -0.33594677 MI_loss: 20.448244 Detection error: 0.01113516092300415 time: 1:39:31.988714
- B/E: 135 / 45 , Gen_loss: -0.3566869 MI_loss: 21.709618 Detection error: 0.011135101318359375 time: 1:39:32.876307
- B/E: 136 / 45 , Gen_loss: -0.3479523 MI_loss: 21.130732 Detection error: 0.011138439178466797 time: 1:39:33.678558
- B/E: 137 / 45 , Gen_loss: -0.33867666 MI_loss: 20.536972 Detection error: 0.011140167713165283 time: 1:39:34.548761
- B/E: 138 / 45 , Gen_loss: -0.34884053 MI_loss: 21.25851 Detection error: 0.01114588975906372 time: 1:39:35.406394
- B/E: 139 / 45 , Gen_loss: -0.34980062 MI_loss: 21.227833 Detection error: 0.011159121990203857 time: 1:39:36.266484
- B/E: 140 / 45 , Gen_loss: -0.3344898 MI_loss: 20.359291 Detection error: 0.011159121990203857 time: 1:39:37.126006
- B/E: 141 / 45 , Gen_loss: -0.34787768 MI_loss: 21.083866 Detection error: 0.011157572269439697 time: 1:39:37.984130
- B/E: 142 / 45 , Gen_loss: -0.34947437 MI_loss: 21.143051 Detection error: 0.011158883571624756 time: 1:39:38.844032
- B/E: 143 / 45 , Gen_loss: -0.34806523 MI_loss: 21.047062 Detection error: 0.011153638362884521 time: 1:39:39.701743
- B/E: 144 / 45 , Gen_loss: -0.3367543 MI_loss: 20.456533 Detection error: 0.011158168315887451 time: 1:39:40.563498
- B/E: 145 / 45 , Gen_loss: -0.34252375 MI_loss: 20.770016 Detection error: 0.011162221431732178 time: 1:39:41.420443
- B/E: 146 / 45 , Gen_loss: -0.33602798 MI_loss: 20.364624 Detection error: 0.011160314083099365 time: 1:39:42.280493
- B/E: 147 / 45 , Gen_loss: -0.35413536 MI_loss: 21.54031 Detection error: 0.011165976524353027 time: 1:39:43.067447
- B/E: 148 / 45 , Gen_loss: -0.34326446 MI_loss: 20.713932 Detection error: 0.01117008924484253 time: 1:39:43.927260
- B/E: 149 / 45 , Gen_loss: -0.34442362 MI_loss: 20.839746 Detection error: 0.011171460151672363 time: 1:39:44.770590
-
- Test Loss: 12.122015 Test Error: 0.011458337306976318
- -----
- EPOCH: 46
- B/E: 0 / 46 , Gen_loss: -0.34019837 MI_loss: 20.674284 Detection error: 0.012000024318695068 time: 1:39:46.760548
- B/E: 1 / 46 , Gen_loss: -0.3219449 MI_loss: 20.017725 Detection error: 0.014343738555908203 time: 1:39:53.420112
- B/E: 2 / 46 , Gen_loss: -0.34164158 MI_loss: 20.683132 Detection error: 0.0130729079246521 time: 1:39:54.298320
- B/E: 3 / 46 , Gen_loss: -0.32572046 MI_loss: 19.612335 Detection error: 0.012914061546325684 time: 1:39:55.168748
- B/E: 4 / 46 , Gen_loss: -0.32602167 MI_loss: 19.841766 Detection error: 0.012668728828430176 time: 1:39:56.043033
- B/E: 5 / 46 , Gen_loss: -0.34577277 MI_loss: 21.108635 Detection error: 0.01237499713897705 time: 1:39:56.905643
- B/E: 6 / 46 , Gen_loss: -0.34166762 MI_loss: 20.919231 Detection error: 0.012357115745544434 time: 1:39:57.775817
- B/E: 7 / 46 , Gen_loss: -0.36034188 MI_loss: 21.822548 Detection error: 0.012320339679718018 time: 1:39:58.657082
- B/E: 8 / 46 , Gen_loss: -0.3439957 MI_loss: 20.877632 Detection error: 0.012125015258789062 time: 1:39:59.518075
- B/E: 9 / 46 , Gen_loss: -0.3479514 MI_loss: 21.061808 Detection error: 0.011934399604797363 time: 1:40:00.379772
- B/E: 10 / 46 , Gen_loss: -0.33780867 MI_loss: 20.574793 Detection error: 0.011889219284057617 time: 1:40:01.352021
- B/E: 11 / 46 , Gen_loss: -0.35090017 MI_loss: 21.219568 Detection error: 0.01186460256576538 time: 1:40:02.159472
- B/E: 12 / 46 , Gen_loss: -0.3441004 MI_loss: 20.713278 Detection error: 0.011860549449920654 time: 1:40:02.936922
- B/E: 13 / 46 , Gen_loss: -0.33377346 MI_loss: 20.19788 Detection error: 0.01177680492401123 time: 1:40:03.690182
- B/E: 14 / 46 , Gen_loss: -0.34808302 MI_loss: 21.101255 Detection error: 0.011743724346160889 time: 1:40:04.441669
- B/E: 15 / 46 , Gen_loss: -0.33882225 MI_loss: 20.579082 Detection error: 0.011664032936096191 time: 1:40:05.213499
- B/E: 16 / 46 , Gen_loss: -0.35714954 MI_loss: 21.6953 Detection error: 0.011593759059906006 time: 1:40:06.056893
- B/E: 17 / 46 , Gen_loss: -0.33311245 MI_loss: 20.267046 Detection error: 0.01157289743423462 time: 1:40:06.912281
- B/E: 18 / 46 , Gen_loss: -0.34872195 MI_loss: 21.240177 Detection error: 0.011498332023620605 time: 1:40:07.769608
- B/E: 19 / 46 , Gen_loss: -0.33986264 MI_loss: 20.622675 Detection error: 0.011451542377471924 time: 1:40:08.564851
- B/E: 20 / 46 , Gen_loss: -0.35207734 MI_loss: 21.334394 Detection error: 0.011488080024719238 time: 1:40:09.405297
- B/E: 21 / 46 , Gen_loss: -0.34500682 MI_loss: 20.927546 Detection error: 0.011490046977996826 time: 1:40:10.261220
- B/E: 22 / 46 , Gen_loss: -0.34382856 MI_loss: 20.738544 Detection error: 0.011456549167633057 time: 1:40:11.147709
- B/E: 23 / 46 , Gen_loss: -0.33854744 MI_loss: 20.59336 Detection error: 0.01141667366027832 time: 1:40:12.007390
- B/E: 24 / 46 , Gen_loss: -0.351071 MI_loss: 21.275982 Detection error: 0.011420011520385742 time: 1:40:12.867535
- B/E: 25 / 46 , Gen_loss: -0.3422247 MI_loss: 20.613106 Detection error: 0.011445939540863037 time: 1:40:13.825772
- B/E: 26 / 46 , Gen_loss: -0.34359407 MI_loss: 21.148676 Detection error: 0.011480331420898438 time: 1:40:14.683029
- B/E: 27 / 46 , Gen_loss: -0.336411 MI_loss: 20.354843 Detection error: 0.011460959911346436 time: 1:40:15.540234
- B/E: 28 / 46 , Gen_loss: -0.34340918 MI_loss: 20.811426 Detection error: 0.011462271213531494 time: 1:40:16.396245
- B/E: 29 / 46 , Gen_loss: -0.3448725 MI_loss: 20.804077 Detection error: 0.011438548564910889 time: 1:40:17.254326
- B/E: 30 / 46 , Gen_loss: -0.35099766 MI_loss: 21.320915 Detection error: 0.011407256126403809 time: 1:40:18.112194
- B/E: 31 / 46 , Gen_loss: -0.34823605 MI_loss: 21.138206 Detection error: 0.011381864547729492 time: 1:40:18.968355
- B/E: 32 / 46 , Gen_loss: -0.34593415 MI_loss: 20.930124 Detection error: 0.011383533477783203 time: 1:40:19.826304
- B/E: 33 / 46 , Gen_loss: -0.34081772 MI_loss: 20.658438 Detection error: 0.011349260807037354 time: 1:40:20.688416
- B/E: 34 / 46 , Gen_loss: -0.35171098 MI_loss: 21.447605 Detection error: 0.01134556531906128 time: 1:40:21.545740
- B/E: 35 / 46 , Gen_loss: -0.3396506 MI_loss: 20.598312 Detection error: 0.011306405067443848 time: 1:40:22.403283
- B/E: 36 / 46 , Gen_loss: -0.36147478 MI_loss: 21.999096 Detection error: 0.011304914951324463 time: 1:40:23.262300
- B/E: 37 / 46 , Gen_loss: -0.34962246 MI_loss: 21.224491 Detection error: 0.011301815509796143 time: 1:40:24.122861
- B/E: 38 / 46 , Gen_loss: -0.33938667 MI_loss: 20.645859 Detection error: 0.01130610704421997 time: 1:40:24.980702
- B/E: 39 / 46 , Gen_loss: -0.34922364 MI_loss: 21.123562 Detection error: 0.011294543743133545 time: 1:40:25.839139
- B/E: 40 / 46 , Gen_loss: -0.34866968 MI_loss: 21.115868 Detection error: 0.011278986930847168 time: 1:40:26.696117
- B/E: 41 / 46 , Gen_loss: -0.34380987 MI_loss: 20.81344 Detection error: 0.011254489421844482 time: 1:40:27.639020
- B/E: 42 / 46 , Gen_loss: -0.34950402 MI_loss: 21.245323 Detection error: 0.01124274730682373 time: 1:40:28.497036
- B/E: 43 / 46 , Gen_loss: -0.35992524 MI_loss: 21.683683 Detection error: 0.011233687400817871 time: 1:40:29.356074
- B/E: 44 / 46 , Gen_loss: -0.34674075 MI_loss: 21.007336 Detection error: 0.011241674423217773 time: 1:40:30.213080
- B/E: 45 / 46 , Gen_loss: -0.35028678 MI_loss: 21.209684 Detection error: 0.011250019073486328 time: 1:40:31.075092
- B/E: 46 / 46 , Gen_loss: -0.32859644 MI_loss: 20.023037 Detection error: 0.011252641677856445 time: 1:40:31.935869
- B/E: 47 / 46 , Gen_loss: -0.34928823 MI_loss: 21.121494 Detection error: 0.011233091354370117 time: 1:40:32.796097
- B/E: 48 / 46 , Gen_loss: -0.3379047 MI_loss: 20.55279 Detection error: 0.01125192642211914 time: 1:40:33.660836
- B/E: 49 / 46 , Gen_loss: -0.34373698 MI_loss: 20.963406 Detection error: 0.011255025863647461 time: 1:40:34.520720
- B/E: 50 / 46 , Gen_loss: -0.347723 MI_loss: 21.296757 Detection error: 0.011256098747253418 time: 1:40:35.406625
- B/E: 51 / 46 , Gen_loss: -0.34295043 MI_loss: 20.826881 Detection error: 0.011255383491516113 time: 1:40:36.266993
- B/E: 52 / 46 , Gen_loss: -0.35764608 MI_loss: 21.58015 Detection error: 0.011242330074310303 time: 1:40:37.125585
- B/E: 53 / 46 , Gen_loss: -0.35158366 MI_loss: 21.31717 Detection error: 0.011254608631134033 time: 1:40:37.983041
- B/E: 54 / 46 , Gen_loss: -0.34742442 MI_loss: 21.136208 Detection error: 0.011239767074584961 time: 1:40:38.862617
- B/E: 55 / 46 , Gen_loss: -0.34168828 MI_loss: 20.803902 Detection error: 0.011234402656555176 time: 1:40:39.653598
- B/E: 56 / 46 , Gen_loss: -0.3440352 MI_loss: 20.828396 Detection error: 0.011217117309570312 time: 1:40:40.404693
- B/E: 57 / 46 , Gen_loss: -0.35354084 MI_loss: 21.426315 Detection error: 0.011199891567230225 time: 1:40:41.336832
- B/E: 58 / 46 , Gen_loss: -0.34304285 MI_loss: 20.844036 Detection error: 0.011191725730895996 time: 1:40:42.139415
- B/E: 59 / 46 , Gen_loss: -0.34846735 MI_loss: 21.166716 Detection error: 0.011201024055480957 time: 1:40:42.985813
- B/E: 60 / 46 , Gen_loss: -0.35615486 MI_loss: 21.58195 Detection error: 0.011199772357940674 time: 1:40:43.841543
- B/E: 61 / 46 , Gen_loss: -0.34415263 MI_loss: 20.864029 Detection error: 0.011187493801116943 time: 1:40:44.698258
- B/E: 62 / 46 , Gen_loss: -0.3551187 MI_loss: 21.579933 Detection error: 0.01119542121887207 time: 1:40:45.568635
- B/E: 63 / 46 , Gen_loss: -0.34937873 MI_loss: 21.184267 Detection error: 0.011190414428710938 time: 1:40:46.429505
- B/E: 64 / 46 , Gen_loss: -0.34694928 MI_loss: 21.123566 Detection error: 0.011190354824066162 time: 1:40:47.286027
- B/E: 65 / 46 , Gen_loss: -0.34670314 MI_loss: 21.074743 Detection error: 0.011179924011230469 time: 1:40:48.142494
- B/E: 66 / 46 , Gen_loss: -0.35548198 MI_loss: 21.47342 Detection error: 0.011175811290740967 time: 1:40:49.000438
- B/E: 67 / 46 , Gen_loss: -0.36247098 MI_loss: 21.956474 Detection error: 0.011162221431732178 time: 1:40:49.859714
- B/E: 68 / 46 , Gen_loss: -0.35182318 MI_loss: 21.228008 Detection error: 0.011151731014251709 time: 1:40:50.717323
- B/E: 69 / 46 , Gen_loss: -0.3468004 MI_loss: 21.090448 Detection error: 0.011163830757141113 time: 1:40:51.578822
- B/E: 70 / 46 , Gen_loss: -0.35325804 MI_loss: 21.515778 Detection error: 0.01115494966506958 time: 1:40:52.437351
- B/E: 71 / 46 , Gen_loss: -0.33630782 MI_loss: 20.442024 Detection error: 0.011159718036651611 time: 1:40:53.295377
- B/E: 72 / 46 , Gen_loss: -0.34464622 MI_loss: 21.001577 Detection error: 0.01116478443145752 time: 1:40:54.158515
- B/E: 73 / 46 , Gen_loss: -0.35580537 MI_loss: 21.670662 Detection error: 0.011157512664794922 time: 1:40:55.114320
- B/E: 74 / 46 , Gen_loss: -0.36112514 MI_loss: 21.931654 Detection error: 0.0111616849899292 time: 1:40:55.936976
- B/E: 75 / 46 , Gen_loss: -0.3387699 MI_loss: 20.67782 Detection error: 0.011150062084197998 time: 1:40:56.690063
- B/E: 76 / 46 , Gen_loss: -0.34493542 MI_loss: 20.77234 Detection error: 0.011152207851409912 time: 1:40:57.442854
- B/E: 77 / 46 , Gen_loss: -0.35550633 MI_loss: 21.574919 Detection error: 0.011152267456054688 time: 1:40:58.309776
- B/E: 78 / 46 , Gen_loss: -0.34891537 MI_loss: 21.14244 Detection error: 0.011140048503875732 time: 1:40:59.165886
- B/E: 79 / 46 , Gen_loss: -0.34730253 MI_loss: 21.03993 Detection error: 0.01115429401397705 time: 1:41:00.024650
- B/E: 80 / 46 , Gen_loss: -0.34770554 MI_loss: 21.170197 Detection error: 0.011163175106048584 time: 1:41:00.888811
- B/E: 81 / 46 , Gen_loss: -0.34150547 MI_loss: 20.62828 Detection error: 0.011156260967254639 time: 1:41:01.747118
- B/E: 82 / 46 , Gen_loss: -0.35456702 MI_loss: 21.41158 Detection error: 0.011141180992126465 time: 1:41:02.608858
- B/E: 83 / 46 , Gen_loss: -0.34546682 MI_loss: 20.936653 Detection error: 0.01114511489868164 time: 1:41:03.466311
- B/E: 84 / 46 , Gen_loss: -0.33703288 MI_loss: 20.366991 Detection error: 0.011143386363983154 time: 1:41:04.345533
- B/E: 85 / 46 , Gen_loss: -0.34465653 MI_loss: 20.91982 Detection error: 0.011126101016998291 time: 1:41:05.208899
- B/E: 86 / 46 , Gen_loss: -0.34736 MI_loss: 21.12849 Detection error: 0.011124253273010254 time: 1:41:06.068237
- B/E: 87 / 46 , Gen_loss: -0.3512367 MI_loss: 21.27439 Detection error: 0.011104047298431396 time: 1:41:06.925704
- B/E: 88 / 46 , Gen_loss: -0.35174817 MI_loss: 21.359907 Detection error: 0.011095881462097168 time: 1:41:07.785530
- B/E: 89 / 46 , Gen_loss: -0.34742323 MI_loss: 21.087814 Detection error: 0.011113166809082031 time: 1:41:08.755127
- B/E: 90 / 46 , Gen_loss: -0.35000396 MI_loss: 21.261845 Detection error: 0.011107146739959717 time: 1:41:09.614389
- B/E: 91 / 46 , Gen_loss: -0.34066707 MI_loss: 20.708328 Detection error: 0.011108338832855225 time: 1:41:10.471464
- B/E: 92 / 46 , Gen_loss: -0.34616017 MI_loss: 20.913721 Detection error: 0.011098802089691162 time: 1:41:11.328897
- B/E: 93 / 46 , Gen_loss: -0.34587905 MI_loss: 21.19522 Detection error: 0.01110142469406128 time: 1:41:12.206762
- B/E: 94 / 46 , Gen_loss: -0.35019717 MI_loss: 21.318333 Detection error: 0.011119723320007324 time: 1:41:13.063846
- B/E: 95 / 46 , Gen_loss: -0.3427501 MI_loss: 20.854218 Detection error: 0.011123061180114746 time: 1:41:13.921080
- B/E: 96 / 46 , Gen_loss: -0.3421281 MI_loss: 20.94092 Detection error: 0.011118531227111816 time: 1:41:14.778889
- B/E: 97 / 46 , Gen_loss: -0.35208213 MI_loss: 21.422104 Detection error: 0.011107444763183594 time: 1:41:15.661095
- B/E: 98 / 46 , Gen_loss: -0.35448766 MI_loss: 21.290571 Detection error: 0.01109468936920166 time: 1:41:16.520577
- B/E: 99 / 46 , Gen_loss: -0.3461093 MI_loss: 20.996273 Detection error: 0.011092185974121094 time: 1:41:17.378949
- B/E: 100 / 46 , Gen_loss: -0.36119705 MI_loss: 22.030657 Detection error: 0.011092185974121094 time: 1:41:18.230599
- B/E: 101 / 46 , Gen_loss: -0.35208637 MI_loss: 21.427387 Detection error: 0.011100172996520996 time: 1:41:18.980414
- B/E: 102 / 46 , Gen_loss: -0.3563051 MI_loss: 21.563335 Detection error: 0.011096477508544922 time: 1:41:19.745219
- B/E: 103 / 46 , Gen_loss: -0.35859877 MI_loss: 21.65966 Detection error: 0.011094927787780762 time: 1:41:20.531516
- B/E: 104 / 46 , Gen_loss: -0.34141082 MI_loss: 20.552084 Detection error: 0.011102378368377686 time: 1:41:21.388113
- B/E: 105 / 46 , Gen_loss: -0.3410756 MI_loss: 20.821112 Detection error: 0.011097848415374756 time: 1:41:22.342612
- B/E: 106 / 46 , Gen_loss: -0.3472705 MI_loss: 21.191713 Detection error: 0.011103987693786621 time: 1:41:23.203955
- B/E: 107 / 46 , Gen_loss: -0.35277086 MI_loss: 21.327484 Detection error: 0.0111122727394104 time: 1:41:24.062157
- B/E: 108 / 46 , Gen_loss: -0.34469256 MI_loss: 20.955246 Detection error: 0.011117517948150635 time: 1:41:24.919004
- B/E: 109 / 46 , Gen_loss: -0.33799914 MI_loss: 20.50627 Detection error: 0.011114180088043213 time: 1:41:25.774781
- B/E: 110 / 46 , Gen_loss: -0.34915912 MI_loss: 21.111069 Detection error: 0.01110076904296875 time: 1:41:26.635215
- B/E: 111 / 46 , Gen_loss: -0.34901503 MI_loss: 21.121523 Detection error: 0.011096835136413574 time: 1:41:27.491383
- B/E: 112 / 46 , Gen_loss: -0.3386884 MI_loss: 20.48075 Detection error: 0.011094331741333008 time: 1:41:28.326555
- B/E: 113 / 46 , Gen_loss: -0.34877896 MI_loss: 21.236862 Detection error: 0.011095404624938965 time: 1:41:29.185853
- B/E: 114 / 46 , Gen_loss: -0.34830034 MI_loss: 21.257607 Detection error: 0.011106550693511963 time: 1:41:30.046248
- B/E: 115 / 46 , Gen_loss: -0.3414137 MI_loss: 20.850128 Detection error: 0.011104822158813477 time: 1:41:30.834228
- B/E: 116 / 46 , Gen_loss: -0.34524947 MI_loss: 20.965193 Detection error: 0.011104702949523926 time: 1:41:31.588761
- B/E: 117 / 46 , Gen_loss: -0.34328693 MI_loss: 20.958136 Detection error: 0.01110696792602539 time: 1:41:32.340479
- B/E: 118 / 46 , Gen_loss: -0.35263878 MI_loss: 21.293083 Detection error: 0.01109689474105835 time: 1:41:33.118631
- B/E: 119 / 46 , Gen_loss: -0.34926632 MI_loss: 21.133202 Detection error: 0.011095285415649414 time: 1:41:33.870141
- B/E: 120 / 46 , Gen_loss: -0.34577242 MI_loss: 21.051157 Detection error: 0.011090397834777832 time: 1:41:34.643695
- B/E: 121 / 46 , Gen_loss: -0.33593437 MI_loss: 20.48871 Detection error: 0.011091470718383789 time: 1:41:35.480062
- B/E: 122 / 46 , Gen_loss: -0.34899306 MI_loss: 21.11783 Detection error: 0.011089444160461426 time: 1:41:36.255765
- B/E: 123 / 46 , Gen_loss: -0.35184613 MI_loss: 21.39907 Detection error: 0.01108616590499878 time: 1:41:37.099301
- B/E: 124 / 46 , Gen_loss: -0.34545162 MI_loss: 20.99702 Detection error: 0.011090278625488281 time: 1:41:37.958922
- B/E: 125 / 46 , Gen_loss: -0.35855415 MI_loss: 21.79477 Detection error: 0.011094987392425537 time: 1:41:38.816778
- B/E: 126 / 46 , Gen_loss: -0.35372514 MI_loss: 21.46428 Detection error: 0.0111008882522583 time: 1:41:39.675469
- B/E: 127 / 46 , Gen_loss: -0.34571624 MI_loss: 20.936981 Detection error: 0.011099100112915039 time: 1:41:40.532997
- B/E: 128 / 46 , Gen_loss: -0.34261644 MI_loss: 20.823444 Detection error: 0.011103928089141846 time: 1:41:41.402639
- B/E: 129 / 46 , Gen_loss: -0.35161972 MI_loss: 21.404121 Detection error: 0.01110696792602539 time: 1:41:42.263228
- B/E: 130 / 46 , Gen_loss: -0.34948826 MI_loss: 21.252108 Detection error: 0.011116385459899902 time: 1:41:43.014982
- B/E: 131 / 46 , Gen_loss: -0.3469565 MI_loss: 21.03455 Detection error: 0.01111602783203125 time: 1:41:43.763955
- B/E: 132 / 46 , Gen_loss: -0.34444484 MI_loss: 20.897266 Detection error: 0.01111912727355957 time: 1:41:44.627180
- B/E: 133 / 46 , Gen_loss: -0.3434651 MI_loss: 20.766052 Detection error: 0.011121273040771484 time: 1:41:45.500434
- B/E: 134 / 46 , Gen_loss: -0.3476738 MI_loss: 21.355694 Detection error: 0.011128723621368408 time: 1:41:46.358351
- B/E: 135 / 46 , Gen_loss: -0.34328997 MI_loss: 20.845493 Detection error: 0.011130988597869873 time: 1:41:47.218909
- B/E: 136 / 46 , Gen_loss: -0.34847432 MI_loss: 21.113216 Detection error: 0.011133670806884766 time: 1:41:48.081412
- B/E: 137 / 46 , Gen_loss: -0.33446962 MI_loss: 20.232101 Detection error: 0.011136531829833984 time: 1:41:49.045421
- B/E: 138 / 46 , Gen_loss: -0.35056618 MI_loss: 21.285402 Detection error: 0.011136472225189209 time: 1:41:49.917945
- B/E: 139 / 46 , Gen_loss: -0.35188988 MI_loss: 21.31365 Detection error: 0.011141300201416016 time: 1:41:50.708885
- B/E: 140 / 46 , Gen_loss: -0.34382287 MI_loss: 20.930794 Detection error: 0.011142730712890625 time: 1:41:51.460751
- B/E: 141 / 46 , Gen_loss: -0.34478393 MI_loss: 20.875223 Detection error: 0.011141479015350342 time: 1:41:52.212302
- B/E: 142 / 46 , Gen_loss: -0.34878007 MI_loss: 21.170492 Detection error: 0.011141180992126465 time: 1:41:53.032188
- B/E: 143 / 46 , Gen_loss: -0.3430407 MI_loss: 21.100348 Detection error: 0.011142373085021973 time: 1:41:53.804123
- B/E: 144 / 46 , Gen_loss: -0.33221725 MI_loss: 20.157837 Detection error: 0.011147856712341309 time: 1:41:54.674582
- B/E: 145 / 46 , Gen_loss: -0.34394524 MI_loss: 20.816513 Detection error: 0.011147916316986084 time: 1:41:55.529770
- B/E: 146 / 46 , Gen_loss: -0.35453 MI_loss: 21.457054 Detection error: 0.01114732027053833 time: 1:41:56.385706
- B/E: 147 / 46 , Gen_loss: -0.3521677 MI_loss: 21.435375 Detection error: 0.011150956153869629 time: 1:41:57.245189
- B/E: 148 / 46 , Gen_loss: -0.353186 MI_loss: 21.474754 Detection error: 0.011153340339660645 time: 1:41:58.103315
- B/E: 149 / 46 , Gen_loss: -0.35384887 MI_loss: 21.475126 Detection error: 0.011156022548675537 time: 1:41:58.959800
-
- Test Loss: 12.111382 Test Error: 0.011583328247070312
- -----
- EPOCH: 47
- B/E: 0 / 47 , Gen_loss: -0.3441483 MI_loss: 20.863798 Detection error: 0.012218773365020752 time: 1:42:00.929565
- B/E: 1 / 47 , Gen_loss: -0.29413605 MI_loss: 17.949001 Detection error: 0.014078140258789062 time: 1:42:07.666327
- B/E: 2 / 47 , Gen_loss: -0.3384726 MI_loss: 20.515718 Detection error: 0.012666642665863037 time: 1:42:08.644883
- B/E: 3 / 47 , Gen_loss: -0.34433356 MI_loss: 20.999596 Detection error: 0.012679696083068848 time: 1:42:09.503155
- B/E: 4 / 47 , Gen_loss: -0.33609116 MI_loss: 20.573881 Detection error: 0.012449979782104492 time: 1:42:10.361296
- B/E: 5 / 47 , Gen_loss: -0.3331514 MI_loss: 20.1835 Detection error: 0.012192726135253906 time: 1:42:11.223307
- B/E: 6 / 47 , Gen_loss: -0.3428246 MI_loss: 20.896606 Detection error: 0.012071430683135986 time: 1:42:12.082116
- B/E: 7 / 47 , Gen_loss: -0.34076816 MI_loss: 20.969526 Detection error: 0.012136697769165039 time: 1:42:12.937902
- B/E: 8 / 47 , Gen_loss: -0.34881654 MI_loss: 21.155922 Detection error: 0.011892378330230713 time: 1:42:13.804198
- B/E: 9 / 47 , Gen_loss: -0.33502305 MI_loss: 20.388044 Detection error: 0.01181560754776001 time: 1:42:14.683285
- B/E: 10 / 47 , Gen_loss: -0.3444751 MI_loss: 20.856768 Detection error: 0.0117301344871521 time: 1:42:15.540027
- B/E: 11 / 47 , Gen_loss: -0.3386338 MI_loss: 20.413256 Detection error: 0.011723935604095459 time: 1:42:16.408382
- B/E: 12 / 47 , Gen_loss: -0.34722638 MI_loss: 20.969088 Detection error: 0.01171875 time: 1:42:17.263178
- B/E: 13 / 47 , Gen_loss: -0.3467437 MI_loss: 20.925926 Detection error: 0.01163393259048462 time: 1:42:18.134246
- B/E: 14 / 47 , Gen_loss: -0.35127792 MI_loss: 21.26234 Detection error: 0.011606276035308838 time: 1:42:18.989662
- B/E: 15 / 47 , Gen_loss: -0.3485068 MI_loss: 21.03338 Detection error: 0.011523425579071045 time: 1:42:19.844443
- B/E: 16 / 47 , Gen_loss: -0.34955502 MI_loss: 21.118551 Detection error: 0.011457741260528564 time: 1:42:20.701518
- B/E: 17 / 47 , Gen_loss: -0.34828734 MI_loss: 21.10361 Detection error: 0.01140451431274414 time: 1:42:21.577396
- B/E: 18 / 47 , Gen_loss: -0.35049337 MI_loss: 21.143757 Detection error: 0.01136016845703125 time: 1:42:22.534202
- B/E: 19 / 47 , Gen_loss: -0.34925893 MI_loss: 21.230936 Detection error: 0.011329710483551025 time: 1:42:23.392589
- B/E: 20 / 47 , Gen_loss: -0.35252297 MI_loss: 21.351896 Detection error: 0.011351168155670166 time: 1:42:24.251348
- B/E: 21 / 47 , Gen_loss: -0.34486786 MI_loss: 21.004526 Detection error: 0.011355102062225342 time: 1:42:25.113026
- B/E: 22 / 47 , Gen_loss: -0.35005373 MI_loss: 21.02239 Detection error: 0.011312484741210938 time: 1:42:25.975629
- B/E: 23 / 47 , Gen_loss: -0.34013036 MI_loss: 20.634483 Detection error: 0.011320292949676514 time: 1:42:26.834168
- B/E: 24 / 47 , Gen_loss: -0.35119897 MI_loss: 21.285526 Detection error: 0.011302471160888672 time: 1:42:27.707215
- B/E: 25 / 47 , Gen_loss: -0.35489908 MI_loss: 21.33077 Detection error: 0.011305272579193115 time: 1:42:28.490778
- B/E: 26 / 47 , Gen_loss: -0.3408547 MI_loss: 20.89312 Detection error: 0.011361122131347656 time: 1:42:29.245132
- B/E: 27 / 47 , Gen_loss: -0.34620115 MI_loss: 21.07824 Detection error: 0.011332571506500244 time: 1:42:29.994176
- B/E: 28 / 47 , Gen_loss: -0.35877022 MI_loss: 21.650656 Detection error: 0.011330842971801758 time: 1:42:30.747327
- B/E: 29 / 47 , Gen_loss: -0.34258246 MI_loss: 20.874542 Detection error: 0.011327087879180908 time: 1:42:31.620182
- B/E: 30 / 47 , Gen_loss: -0.34110877 MI_loss: 20.675297 Detection error: 0.01127922534942627 time: 1:42:32.479370
- B/E: 31 / 47 , Gen_loss: -0.3351081 MI_loss: 20.120178 Detection error: 0.01125192642211914 time: 1:42:33.425711
- B/E: 32 / 47 , Gen_loss: -0.33168274 MI_loss: 20.192932 Detection error: 0.011258542537689209 time: 1:42:34.284430
- B/E: 33 / 47 , Gen_loss: -0.34136206 MI_loss: 20.792892 Detection error: 0.011214137077331543 time: 1:42:35.143052
- B/E: 34 / 47 , Gen_loss: -0.34027597 MI_loss: 20.735065 Detection error: 0.011222302913665771 time: 1:42:35.999417
- B/E: 35 / 47 , Gen_loss: -0.34707627 MI_loss: 20.966421 Detection error: 0.01119619607925415 time: 1:42:36.860196
- B/E: 36 / 47 , Gen_loss: -0.35686848 MI_loss: 21.588282 Detection error: 0.011185824871063232 time: 1:42:37.719372
- B/E: 37 / 47 , Gen_loss: -0.34865373 MI_loss: 21.123468 Detection error: 0.011184215545654297 time: 1:42:38.577897
- B/E: 38 / 47 , Gen_loss: -0.3446749 MI_loss: 20.99914 Detection error: 0.011197924613952637 time: 1:42:39.434829
- B/E: 39 / 47 , Gen_loss: -0.35221827 MI_loss: 21.091703 Detection error: 0.011167943477630615 time: 1:42:40.298533
- B/E: 40 / 47 , Gen_loss: -0.34928244 MI_loss: 21.111094 Detection error: 0.011158525943756104 time: 1:42:41.158859
- B/E: 41 / 47 , Gen_loss: -0.34701586 MI_loss: 21.10625 Detection error: 0.011151015758514404 time: 1:42:42.101775
- B/E: 42 / 47 , Gen_loss: -0.34899357 MI_loss: 21.210852 Detection error: 0.011134445667266846 time: 1:42:42.975215
- B/E: 43 / 47 , Gen_loss: -0.3521448 MI_loss: 21.13955 Detection error: 0.011120736598968506 time: 1:42:43.855806
- B/E: 44 / 47 , Gen_loss: -0.34371614 MI_loss: 21.024252 Detection error: 0.011136114597320557 time: 1:42:44.736059
- B/E: 45 / 47 , Gen_loss: -0.3478608 MI_loss: 21.106823 Detection error: 0.011138558387756348 time: 1:42:45.615945
- B/E: 46 / 47 , Gen_loss: -0.34121874 MI_loss: 20.669834 Detection error: 0.011146962642669678 time: 1:42:46.481744
- B/E: 47 / 47 , Gen_loss: -0.35157663 MI_loss: 21.260082 Detection error: 0.01113218069076538 time: 1:42:47.340100
- B/E: 48 / 47 , Gen_loss: -0.3566194 MI_loss: 21.557379 Detection error: 0.011141598224639893 time: 1:42:48.312023
- B/E: 49 / 47 , Gen_loss: -0.3403564 MI_loss: 20.786274 Detection error: 0.011161267757415771 time: 1:42:49.171502
- B/E: 50 / 47 , Gen_loss: -0.34970373 MI_loss: 21.152405 Detection error: 0.011161744594573975 time: 1:42:50.031506
- B/E: 51 / 47 , Gen_loss: -0.3487978 MI_loss: 21.332169 Detection error: 0.011156857013702393 time: 1:42:50.892842
- B/E: 52 / 47 , Gen_loss: -0.3473696 MI_loss: 21.03214 Detection error: 0.011140942573547363 time: 1:42:51.768534
- B/E: 53 / 47 , Gen_loss: -0.3554044 MI_loss: 21.545908 Detection error: 0.011155664920806885 time: 1:42:52.620989
- B/E: 54 / 47 , Gen_loss: -0.343053 MI_loss: 20.946257 Detection error: 0.011142611503601074 time: 1:42:53.477819
- B/E: 55 / 47 , Gen_loss: -0.34411967 MI_loss: 20.94826 Detection error: 0.011130571365356445 time: 1:42:54.336134
- B/E: 56 / 47 , Gen_loss: -0.33895183 MI_loss: 20.744793 Detection error: 0.011122286319732666 time: 1:42:55.218165
- B/E: 57 / 47 , Gen_loss: -0.34794426 MI_loss: 21.112576 Detection error: 0.011106669902801514 time: 1:42:56.011762
- B/E: 58 / 47 , Gen_loss: -0.34891936 MI_loss: 21.073105 Detection error: 0.011097431182861328 time: 1:42:56.776286
- B/E: 59 / 47 , Gen_loss: -0.34336704 MI_loss: 20.986986 Detection error: 0.011126041412353516 time: 1:42:57.525720
- B/E: 60 / 47 , Gen_loss: -0.3409742 MI_loss: 20.741554 Detection error: 0.01111370325088501 time: 1:42:58.284312
- B/E: 61 / 47 , Gen_loss: -0.34266853 MI_loss: 20.757334 Detection error: 0.011104345321655273 time: 1:42:59.035929
- B/E: 62 / 47 , Gen_loss: -0.35183862 MI_loss: 21.417746 Detection error: 0.011109650135040283 time: 1:42:59.824888
- B/E: 63 / 47 , Gen_loss: -0.3484682 MI_loss: 21.270723 Detection error: 0.011114716529846191 time: 1:43:00.764511
- B/E: 64 / 47 , Gen_loss: -0.33319786 MI_loss: 20.180716 Detection error: 0.011114895343780518 time: 1:43:01.625298
- B/E: 65 / 47 , Gen_loss: -0.35488507 MI_loss: 21.548218 Detection error: 0.0111083984375 time: 1:43:02.482883
- B/E: 66 / 47 , Gen_loss: -0.34037095 MI_loss: 20.599598 Detection error: 0.011102139949798584 time: 1:43:03.346480
- B/E: 67 / 47 , Gen_loss: -0.35196915 MI_loss: 21.351854 Detection error: 0.011088252067565918 time: 1:43:04.222732
- B/E: 68 / 47 , Gen_loss: -0.34740755 MI_loss: 21.232487 Detection error: 0.011094212532043457 time: 1:43:05.090518
- B/E: 69 / 47 , Gen_loss: -0.34629768 MI_loss: 20.87644 Detection error: 0.011092424392700195 time: 1:43:05.916829
- B/E: 70 / 47 , Gen_loss: -0.34788916 MI_loss: 21.047749 Detection error: 0.011086702346801758 time: 1:43:06.689281
- B/E: 71 / 47 , Gen_loss: -0.3373387 MI_loss: 20.631996 Detection error: 0.01109766960144043 time: 1:43:07.530189
- B/E: 72 / 47 , Gen_loss: -0.349082 MI_loss: 21.19524 Detection error: 0.01109546422958374 time: 1:43:08.388408
- B/E: 73 / 47 , Gen_loss: -0.35349244 MI_loss: 21.355068 Detection error: 0.011090397834777832 time: 1:43:09.244487
- B/E: 74 / 47 , Gen_loss: -0.34613788 MI_loss: 21.05357 Detection error: 0.011092901229858398 time: 1:43:10.044403
- B/E: 75 / 47 , Gen_loss: -0.34660187 MI_loss: 21.10235 Detection error: 0.011088788509368896 time: 1:43:10.830773
- B/E: 76 / 47 , Gen_loss: -0.34093192 MI_loss: 20.626045 Detection error: 0.011088907718658447 time: 1:43:11.701710
- B/E: 77 / 47 , Gen_loss: -0.34851763 MI_loss: 21.214441 Detection error: 0.01108771562576294 time: 1:43:12.557621
- B/E: 78 / 47 , Gen_loss: -0.35687834 MI_loss: 21.635761 Detection error: 0.011084258556365967 time: 1:43:13.414200
- B/E: 79 / 47 , Gen_loss: -0.3533392 MI_loss: 21.431305 Detection error: 0.011094152927398682 time: 1:43:14.363792
- B/E: 80 / 47 , Gen_loss: -0.34380817 MI_loss: 20.8915 Detection error: 0.01110529899597168 time: 1:43:15.222295
- B/E: 81 / 47 , Gen_loss: -0.35511264 MI_loss: 21.421555 Detection error: 0.01109987497329712 time: 1:43:16.082639
- B/E: 82 / 47 , Gen_loss: -0.34516048 MI_loss: 21.047417 Detection error: 0.011096775531768799 time: 1:43:16.939970
- B/E: 83 / 47 , Gen_loss: -0.3424511 MI_loss: 20.666763 Detection error: 0.011098980903625488 time: 1:43:17.729483
- B/E: 84 / 47 , Gen_loss: -0.33466056 MI_loss: 20.46062 Detection error: 0.011097073554992676 time: 1:43:18.477567
- B/E: 85 / 47 , Gen_loss: -0.35804385 MI_loss: 21.557188 Detection error: 0.011075973510742188 time: 1:43:19.226003
- B/E: 86 / 47 , Gen_loss: -0.34720686 MI_loss: 21.11301 Detection error: 0.011085152626037598 time: 1:43:20.073072
- B/E: 87 / 47 , Gen_loss: -0.35396183 MI_loss: 21.405546 Detection error: 0.011069953441619873 time: 1:43:20.930579
- B/E: 88 / 47 , Gen_loss: -0.3464565 MI_loss: 21.146162 Detection error: 0.01106107234954834 time: 1:43:21.817287
- B/E: 89 / 47 , Gen_loss: -0.35143927 MI_loss: 21.322235 Detection error: 0.011067390441894531 time: 1:43:22.678916
- B/E: 90 / 47 , Gen_loss: -0.3468384 MI_loss: 20.95827 Detection error: 0.011064231395721436 time: 1:43:23.539958
- B/E: 91 / 47 , Gen_loss: -0.33675292 MI_loss: 20.343145 Detection error: 0.011070668697357178 time: 1:43:24.397508
- B/E: 92 / 47 , Gen_loss: -0.34253582 MI_loss: 20.852386 Detection error: 0.011068522930145264 time: 1:43:25.274484
- B/E: 93 / 47 , Gen_loss: -0.33831033 MI_loss: 20.557457 Detection error: 0.011060833930969238 time: 1:43:26.134472
- B/E: 94 / 47 , Gen_loss: -0.33870205 MI_loss: 20.524384 Detection error: 0.011079907417297363 time: 1:43:26.995199
- B/E: 95 / 47 , Gen_loss: -0.34181273 MI_loss: 20.793758 Detection error: 0.01108694076538086 time: 1:43:27.935874
- B/E: 96 / 47 , Gen_loss: -0.36121672 MI_loss: 21.93499 Detection error: 0.011083781719207764 time: 1:43:28.816528
- B/E: 97 / 47 , Gen_loss: -0.34660003 MI_loss: 21.039928 Detection error: 0.011071443557739258 time: 1:43:29.676628
- B/E: 98 / 47 , Gen_loss: -0.34367323 MI_loss: 20.751797 Detection error: 0.01106184720993042 time: 1:43:30.535400
- B/E: 99 / 47 , Gen_loss: -0.33603328 MI_loss: 20.307907 Detection error: 0.011061251163482666 time: 1:43:31.397627
- B/E: 100 / 47 , Gen_loss: -0.34714785 MI_loss: 21.156544 Detection error: 0.011059701442718506 time: 1:43:32.281755
- B/E: 101 / 47 , Gen_loss: -0.34965086 MI_loss: 21.267824 Detection error: 0.011065244674682617 time: 1:43:33.142855
- B/E: 102 / 47 , Gen_loss: -0.34989467 MI_loss: 21.306467 Detection error: 0.011062204837799072 time: 1:43:34.002692
- B/E: 103 / 47 , Gen_loss: -0.35376275 MI_loss: 21.321194 Detection error: 0.011057376861572266 time: 1:43:34.860643
- B/E: 104 / 47 , Gen_loss: -0.34164098 MI_loss: 20.609587 Detection error: 0.011063992977142334 time: 1:43:35.718164
- B/E: 105 / 47 , Gen_loss: -0.34557408 MI_loss: 20.986069 Detection error: 0.011060714721679688 time: 1:43:36.581160
- B/E: 106 / 47 , Gen_loss: -0.35016674 MI_loss: 21.369957 Detection error: 0.011069774627685547 time: 1:43:37.440054
- B/E: 107 / 47 , Gen_loss: -0.3415925 MI_loss: 20.831438 Detection error: 0.011074364185333252 time: 1:43:38.298915
- B/E: 108 / 47 , Gen_loss: -0.3464523 MI_loss: 21.009575 Detection error: 0.01107800006866455 time: 1:43:39.103027
- B/E: 109 / 47 , Gen_loss: -0.35082042 MI_loss: 21.341896 Detection error: 0.011072754859924316 time: 1:43:39.901292
- B/E: 110 / 47 , Gen_loss: -0.3477711 MI_loss: 20.975258 Detection error: 0.011061668395996094 time: 1:43:40.756489
- B/E: 111 / 47 , Gen_loss: -0.35550496 MI_loss: 21.615784 Detection error: 0.011054694652557373 time: 1:43:41.720906
- B/E: 112 / 47 , Gen_loss: -0.3552795 MI_loss: 21.482346 Detection error: 0.011047542095184326 time: 1:43:42.577743
- B/E: 113 / 47 , Gen_loss: -0.3459789 MI_loss: 21.096806 Detection error: 0.01105344295501709 time: 1:43:43.440699
- B/E: 114 / 47 , Gen_loss: -0.3450407 MI_loss: 20.853283 Detection error: 0.011063873767852783 time: 1:43:44.302064
- B/E: 115 / 47 , Gen_loss: -0.35095316 MI_loss: 21.431545 Detection error: 0.011061131954193115 time: 1:43:45.161998
- B/E: 116 / 47 , Gen_loss: -0.35623565 MI_loss: 21.542328 Detection error: 0.011066794395446777 time: 1:43:46.037356
- B/E: 117 / 47 , Gen_loss: -0.33673856 MI_loss: 20.519777 Detection error: 0.011065423488616943 time: 1:43:46.897410
- B/E: 118 / 47 , Gen_loss: -0.34486115 MI_loss: 20.785034 Detection error: 0.011056482791900635 time: 1:43:47.762980
- B/E: 119 / 47 , Gen_loss: -0.34856197 MI_loss: 21.20736 Detection error: 0.011052072048187256 time: 1:43:48.623355
- B/E: 120 / 47 , Gen_loss: -0.36032075 MI_loss: 22.007269 Detection error: 0.011046767234802246 time: 1:43:49.484740
- B/E: 121 / 47 , Gen_loss: -0.35364857 MI_loss: 21.591297 Detection error: 0.011049926280975342 time: 1:43:50.345654
- B/E: 122 / 47 , Gen_loss: -0.34732136 MI_loss: 21.062155 Detection error: 0.011045753955841064 time: 1:43:51.209187
- B/E: 123 / 47 , Gen_loss: -0.34718403 MI_loss: 21.112486 Detection error: 0.011041343212127686 time: 1:43:52.068068
- B/E: 124 / 47 , Gen_loss: -0.35054913 MI_loss: 21.294975 Detection error: 0.011045277118682861 time: 1:43:52.928573
- B/E: 125 / 47 , Gen_loss: -0.3468515 MI_loss: 21.10449 Detection error: 0.011051356792449951 time: 1:43:53.785870
- B/E: 126 / 47 , Gen_loss: -0.3512346 MI_loss: 21.304302 Detection error: 0.011054158210754395 time: 1:43:54.666024
- B/E: 127 / 47 , Gen_loss: -0.34438014 MI_loss: 20.844616 Detection error: 0.011049807071685791 time: 1:43:55.615889
- B/E: 128 / 47 , Gen_loss: -0.34417596 MI_loss: 20.8499 Detection error: 0.01105642318725586 time: 1:43:56.475989
- B/E: 129 / 47 , Gen_loss: -0.36246327 MI_loss: 22.081497 Detection error: 0.011062264442443848 time: 1:43:57.337771
- B/E: 130 / 47 , Gen_loss: -0.3464613 MI_loss: 20.986435 Detection error: 0.011068463325500488 time: 1:43:58.218861
- B/E: 131 / 47 , Gen_loss: -0.34562403 MI_loss: 20.922882 Detection error: 0.011076688766479492 time: 1:43:59.102505
- B/E: 132 / 47 , Gen_loss: -0.34907743 MI_loss: 21.046204 Detection error: 0.011070489883422852 time: 1:43:59.959018
- B/E: 133 / 47 , Gen_loss: -0.35152152 MI_loss: 21.341398 Detection error: 0.011079967021942139 time: 1:44:00.815783
- B/E: 134 / 47 , Gen_loss: -0.34077904 MI_loss: 20.832888 Detection error: 0.01108705997467041 time: 1:44:01.692038
- B/E: 135 / 47 , Gen_loss: -0.34858304 MI_loss: 21.22629 Detection error: 0.011087775230407715 time: 1:44:02.551066
- B/E: 136 / 47 , Gen_loss: -0.34418246 MI_loss: 20.842186 Detection error: 0.011090338230133057 time: 1:44:03.411444
- B/E: 137 / 47 , Gen_loss: -0.34683043 MI_loss: 20.942844 Detection error: 0.01109170913696289 time: 1:44:04.269598
- B/E: 138 / 47 , Gen_loss: -0.35669 MI_loss: 21.525154 Detection error: 0.011093735694885254 time: 1:44:05.127454
- B/E: 139 / 47 , Gen_loss: -0.33901107 MI_loss: 20.599178 Detection error: 0.011100471019744873 time: 1:44:05.988573
- B/E: 140 / 47 , Gen_loss: -0.34282878 MI_loss: 20.775688 Detection error: 0.011098384857177734 time: 1:44:06.874347
- B/E: 141 / 47 , Gen_loss: -0.34612778 MI_loss: 21.01432 Detection error: 0.011099696159362793 time: 1:44:07.732855
- B/E: 142 / 47 , Gen_loss: -0.34985542 MI_loss: 21.142078 Detection error: 0.011100530624389648 time: 1:44:08.589685
- B/E: 143 / 47 , Gen_loss: -0.36366722 MI_loss: 22.017448 Detection error: 0.011094212532043457 time: 1:44:09.547884
- B/E: 144 / 47 , Gen_loss: -0.3536429 MI_loss: 21.470522 Detection error: 0.011103034019470215 time: 1:44:10.377674
- B/E: 145 / 47 , Gen_loss: -0.34048355 MI_loss: 20.64772 Detection error: 0.011107206344604492 time: 1:44:11.127319
- B/E: 146 / 47 , Gen_loss: -0.34278473 MI_loss: 20.679672 Detection error: 0.011106491088867188 time: 1:44:11.893027
- B/E: 147 / 47 , Gen_loss: -0.3513579 MI_loss: 21.34116 Detection error: 0.011106431484222412 time: 1:44:12.789093
- B/E: 148 / 47 , Gen_loss: -0.34654534 MI_loss: 20.96149 Detection error: 0.011108219623565674 time: 1:44:13.650658
- B/E: 149 / 47 , Gen_loss: -0.3405674 MI_loss: 20.748903 Detection error: 0.011114776134490967 time: 1:44:14.508071
-
- Test Loss: 12.06034 Test Error: 0.011466681957244873
- -----
- EPOCH: 48
- B/E: 0 / 48 , Gen_loss: -0.35100922 MI_loss: 21.427605 Detection error: 0.012343764305114746 time: 1:44:16.404096
- B/E: 1 / 48 , Gen_loss: -0.306076 MI_loss: 18.840048 Detection error: 0.014078140258789062 time: 1:44:23.248506
- B/E: 2 / 48 , Gen_loss: -0.33398122 MI_loss: 19.891804 Detection error: 0.012739598751068115 time: 1:44:24.112769
- B/E: 3 / 48 , Gen_loss: -0.33966443 MI_loss: 20.704136 Detection error: 0.012703120708465576 time: 1:44:24.971444
- B/E: 4 / 48 , Gen_loss: -0.3436843 MI_loss: 21.167568 Detection error: 0.012537479400634766 time: 1:44:25.827419
- B/E: 5 / 48 , Gen_loss: -0.3476952 MI_loss: 21.176117 Detection error: 0.012281239032745361 time: 1:44:26.770371
- B/E: 6 / 48 , Gen_loss: -0.3483738 MI_loss: 21.327477 Detection error: 0.01223212480545044 time: 1:44:27.653387
- B/E: 7 / 48 , Gen_loss: -0.34175387 MI_loss: 20.812994 Detection error: 0.012222647666931152 time: 1:44:28.509349
- B/E: 8 / 48 , Gen_loss: -0.33633247 MI_loss: 20.349209 Detection error: 0.012006938457489014 time: 1:44:29.368133
- B/E: 9 / 48 , Gen_loss: -0.3551709 MI_loss: 21.457085 Detection error: 0.011828124523162842 time: 1:44:30.223478
- B/E: 10 / 48 , Gen_loss: -0.3533358 MI_loss: 21.39488 Detection error: 0.011752843856811523 time: 1:44:31.094439
- B/E: 11 / 48 , Gen_loss: -0.34424213 MI_loss: 20.9022 Detection error: 0.01171875 time: 1:44:31.952202
- B/E: 12 / 48 , Gen_loss: -0.34853318 MI_loss: 21.241463 Detection error: 0.011692285537719727 time: 1:44:32.812658
- B/E: 13 / 48 , Gen_loss: -0.34169263 MI_loss: 20.720585 Detection error: 0.011656224727630615 time: 1:44:33.670713
- B/E: 14 / 48 , Gen_loss: -0.3488252 MI_loss: 21.169556 Detection error: 0.01161038875579834 time: 1:44:34.547071
- B/E: 15 / 48 , Gen_loss: -0.3488231 MI_loss: 21.110966 Detection error: 0.011562526226043701 time: 1:44:35.407129
- B/E: 16 / 48 , Gen_loss: -0.3465848 MI_loss: 20.904 Detection error: 0.01147240400314331 time: 1:44:36.262323
- B/E: 17 / 48 , Gen_loss: -0.3395266 MI_loss: 20.48008 Detection error: 0.011414945125579834 time: 1:44:37.119383
- B/E: 18 / 48 , Gen_loss: -0.34001082 MI_loss: 20.588139 Detection error: 0.011366784572601318 time: 1:44:37.975369
- B/E: 19 / 48 , Gen_loss: -0.34870204 MI_loss: 21.144535 Detection error: 0.011354684829711914 time: 1:44:38.831101
- B/E: 20 / 48 , Gen_loss: -0.35359356 MI_loss: 21.402723 Detection error: 0.011363089084625244 time: 1:44:39.787037
- B/E: 21 / 48 , Gen_loss: -0.350095 MI_loss: 21.31884 Detection error: 0.011366486549377441 time: 1:44:40.644326
- B/E: 22 / 48 , Gen_loss: -0.35378337 MI_loss: 21.368729 Detection error: 0.011345088481903076 time: 1:44:41.502963
- B/E: 23 / 48 , Gen_loss: -0.34797674 MI_loss: 21.049398 Detection error: 0.01132422685623169 time: 1:44:42.363904
- B/E: 24 / 48 , Gen_loss: -0.3406875 MI_loss: 20.62863 Detection error: 0.011319994926452637 time: 1:44:43.220011
- B/E: 25 / 48 , Gen_loss: -0.33881283 MI_loss: 20.607515 Detection error: 0.01131969690322876 time: 1:44:44.078042
- B/E: 26 / 48 , Gen_loss: -0.34212583 MI_loss: 20.840683 Detection error: 0.011375010013580322 time: 1:44:44.935029
- B/E: 27 / 48 , Gen_loss: -0.34501526 MI_loss: 21.041092 Detection error: 0.011363863945007324 time: 1:44:45.794070
- B/E: 28 / 48 , Gen_loss: -0.34560472 MI_loss: 21.033644 Detection error: 0.01135021448135376 time: 1:44:46.652403
- B/E: 29 / 48 , Gen_loss: -0.3427777 MI_loss: 20.880642 Detection error: 0.011335432529449463 time: 1:44:47.509590
- B/E: 30 / 48 , Gen_loss: -0.35187936 MI_loss: 21.12552 Detection error: 0.011307477951049805 time: 1:44:48.369234
- B/E: 31 / 48 , Gen_loss: -0.34473494 MI_loss: 20.910578 Detection error: 0.011295914649963379 time: 1:44:49.229938
- B/E: 32 / 48 , Gen_loss: -0.34387484 MI_loss: 20.853767 Detection error: 0.011283159255981445 time: 1:44:50.094358
- B/E: 33 / 48 , Gen_loss: -0.34066778 MI_loss: 20.733616 Detection error: 0.011252760887145996 time: 1:44:50.953918
- B/E: 34 / 48 , Gen_loss: -0.34619495 MI_loss: 21.032988 Detection error: 0.011260688304901123 time: 1:44:51.815356
- B/E: 35 / 48 , Gen_loss: -0.35313615 MI_loss: 21.35267 Detection error: 0.011224806308746338 time: 1:44:52.676112
- B/E: 36 / 48 , Gen_loss: -0.34361926 MI_loss: 20.87484 Detection error: 0.011228859424591064 time: 1:44:53.620994
- B/E: 37 / 48 , Gen_loss: -0.35220012 MI_loss: 21.448183 Detection error: 0.011207222938537598 time: 1:44:54.497480
- B/E: 38 / 48 , Gen_loss: -0.33417732 MI_loss: 20.291534 Detection error: 0.011221170425415039 time: 1:44:55.358939
- B/E: 39 / 48 , Gen_loss: -0.36612153 MI_loss: 22.066881 Detection error: 0.011210918426513672 time: 1:44:56.215342
- B/E: 40 / 48 , Gen_loss: -0.34101114 MI_loss: 20.746038 Detection error: 0.011195898056030273 time: 1:44:57.080544
- B/E: 41 / 48 , Gen_loss: -0.3564362 MI_loss: 21.655405 Detection error: 0.011196434497833252 time: 1:44:57.940189
- B/E: 42 / 48 , Gen_loss: -0.34150606 MI_loss: 20.480503 Detection error: 0.011167168617248535 time: 1:44:58.796446
- B/E: 43 / 48 , Gen_loss: -0.341775 MI_loss: 20.61551 Detection error: 0.011179685592651367 time: 1:44:59.653463
- B/E: 44 / 48 , Gen_loss: -0.34900534 MI_loss: 21.068438 Detection error: 0.011168062686920166 time: 1:45:00.513463
- B/E: 45 / 48 , Gen_loss: -0.3537072 MI_loss: 21.502739 Detection error: 0.01118481159210205 time: 1:45:01.372054
- B/E: 46 / 48 , Gen_loss: -0.3374684 MI_loss: 20.538183 Detection error: 0.011179506778717041 time: 1:45:02.230931
- B/E: 47 / 48 , Gen_loss: -0.34195796 MI_loss: 20.693165 Detection error: 0.011157572269439697 time: 1:45:03.093334
- B/E: 48 / 48 , Gen_loss: -0.34742913 MI_loss: 21.141804 Detection error: 0.011175394058227539 time: 1:45:03.970300
- B/E: 49 / 48 , Gen_loss: -0.34575066 MI_loss: 21.049757 Detection error: 0.011183738708496094 time: 1:45:04.795055
- B/E: 50 / 48 , Gen_loss: -0.33653516 MI_loss: 20.498783 Detection error: 0.011182606220245361 time: 1:45:05.589364
- B/E: 51 / 48 , Gen_loss: -0.34801164 MI_loss: 21.2138 Detection error: 0.011173665523529053 time: 1:45:06.344264
- B/E: 52 / 48 , Gen_loss: -0.3478613 MI_loss: 21.102283 Detection error: 0.011159777641296387 time: 1:45:07.280230
- B/E: 53 / 48 , Gen_loss: -0.3466285 MI_loss: 20.964695 Detection error: 0.011170148849487305 time: 1:45:08.155834
- B/E: 54 / 48 , Gen_loss: -0.35044143 MI_loss: 21.347702 Detection error: 0.0111619234085083 time: 1:45:09.016275
- B/E: 55 / 48 , Gen_loss: -0.35289964 MI_loss: 21.374584 Detection error: 0.011151790618896484 time: 1:45:09.876627
- B/E: 56 / 48 , Gen_loss: -0.3512764 MI_loss: 21.309858 Detection error: 0.011136531829833984 time: 1:45:10.647475
- B/E: 57 / 48 , Gen_loss: -0.3592827 MI_loss: 21.928188 Detection error: 0.011125028133392334 time: 1:45:11.419347
- B/E: 58 / 48 , Gen_loss: -0.3381786 MI_loss: 20.532001 Detection error: 0.011106491088867188 time: 1:45:12.171433
- B/E: 59 / 48 , Gen_loss: -0.34698868 MI_loss: 21.172602 Detection error: 0.011130750179290771 time: 1:45:12.949358
- B/E: 60 / 48 , Gen_loss: -0.34988594 MI_loss: 21.201494 Detection error: 0.011126518249511719 time: 1:45:13.821069
- B/E: 61 / 48 , Gen_loss: -0.3411851 MI_loss: 20.658978 Detection error: 0.011121988296508789 time: 1:45:14.678011
- B/E: 62 / 48 , Gen_loss: -0.35704648 MI_loss: 21.77097 Detection error: 0.011125028133392334 time: 1:45:15.543203
- B/E: 63 / 48 , Gen_loss: -0.34754732 MI_loss: 21.087315 Detection error: 0.011127948760986328 time: 1:45:16.398792
- B/E: 64 / 48 , Gen_loss: -0.33998573 MI_loss: 20.56006 Detection error: 0.011126458644866943 time: 1:45:17.256216
- B/E: 65 / 48 , Gen_loss: -0.35584328 MI_loss: 21.556978 Detection error: 0.011120736598968506 time: 1:45:18.113343
- B/E: 66 / 48 , Gen_loss: -0.35897678 MI_loss: 21.83732 Detection error: 0.011113345623016357 time: 1:45:18.972337
- B/E: 67 / 48 , Gen_loss: -0.36210808 MI_loss: 21.837494 Detection error: 0.011096537113189697 time: 1:45:19.832842
- B/E: 68 / 48 , Gen_loss: -0.3490822 MI_loss: 21.38066 Detection error: 0.011105954647064209 time: 1:45:20.789979
- B/E: 69 / 48 , Gen_loss: -0.34625605 MI_loss: 20.987906 Detection error: 0.01111292839050293 time: 1:45:21.650789
- B/E: 70 / 48 , Gen_loss: -0.36200395 MI_loss: 21.918894 Detection error: 0.01110166311264038 time: 1:45:22.509687
- B/E: 71 / 48 , Gen_loss: -0.34233406 MI_loss: 20.783527 Detection error: 0.011111557483673096 time: 1:45:23.375891
- B/E: 72 / 48 , Gen_loss: -0.3534736 MI_loss: 21.363207 Detection error: 0.011110424995422363 time: 1:45:24.237451
- B/E: 73 / 48 , Gen_loss: -0.34695548 MI_loss: 21.06668 Detection error: 0.011105179786682129 time: 1:45:25.099624
- B/E: 74 / 48 , Gen_loss: -0.3519496 MI_loss: 21.542389 Detection error: 0.011104166507720947 time: 1:45:25.910745
- B/E: 75 / 48 , Gen_loss: -0.3482306 MI_loss: 21.158749 Detection error: 0.0110970139503479 time: 1:45:26.663724
- B/E: 76 / 48 , Gen_loss: -0.33494854 MI_loss: 20.370361 Detection error: 0.011097431182861328 time: 1:45:27.513131
- B/E: 77 / 48 , Gen_loss: -0.34987706 MI_loss: 21.146725 Detection error: 0.011096179485321045 time: 1:45:28.373115
- B/E: 78 / 48 , Gen_loss: -0.3508252 MI_loss: 21.265232 Detection error: 0.011088192462921143 time: 1:45:29.231406
- B/E: 79 / 48 , Gen_loss: -0.3472919 MI_loss: 21.226591 Detection error: 0.011105835437774658 time: 1:45:30.096893
- B/E: 80 / 48 , Gen_loss: -0.35097346 MI_loss: 21.307775 Detection error: 0.011107265949249268 time: 1:45:30.955458
- B/E: 81 / 48 , Gen_loss: -0.34094062 MI_loss: 20.666172 Detection error: 0.011102139949798584 time: 1:45:31.814087
- B/E: 82 / 48 , Gen_loss: -0.34801525 MI_loss: 21.10724 Detection error: 0.011098265647888184 time: 1:45:32.676822
- B/E: 83 / 48 , Gen_loss: -0.34717542 MI_loss: 21.20842 Detection error: 0.01109856367111206 time: 1:45:33.541834
- B/E: 84 / 48 , Gen_loss: -0.33612373 MI_loss: 20.470533 Detection error: 0.011094510555267334 time: 1:45:34.494415
- B/E: 85 / 48 , Gen_loss: -0.34841022 MI_loss: 20.936022 Detection error: 0.011079549789428711 time: 1:45:35.353706
- B/E: 86 / 48 , Gen_loss: -0.3393823 MI_loss: 20.57981 Detection error: 0.011079728603363037 time: 1:45:36.224983
- B/E: 87 / 48 , Gen_loss: -0.34399074 MI_loss: 20.80514 Detection error: 0.01106637716293335 time: 1:45:37.056699
- B/E: 88 / 48 , Gen_loss: -0.35048822 MI_loss: 21.320972 Detection error: 0.011058270931243896 time: 1:45:37.927544
- B/E: 89 / 48 , Gen_loss: -0.3372065 MI_loss: 20.60656 Detection error: 0.011067032814025879 time: 1:45:38.799365
- B/E: 90 / 48 , Gen_loss: -0.35709232 MI_loss: 21.569792 Detection error: 0.011065244674682617 time: 1:45:39.657773
- B/E: 91 / 48 , Gen_loss: -0.33576384 MI_loss: 20.318747 Detection error: 0.011069655418395996 time: 1:45:40.515860
- B/E: 92 / 48 , Gen_loss: -0.32710907 MI_loss: 19.792124 Detection error: 0.011062145233154297 time: 1:45:41.390502
- B/E: 93 / 48 , Gen_loss: -0.34714517 MI_loss: 21.222836 Detection error: 0.011056184768676758 time: 1:45:42.249547
- B/E: 94 / 48 , Gen_loss: -0.3427896 MI_loss: 20.762245 Detection error: 0.011074364185333252 time: 1:45:43.108070
- B/E: 95 / 48 , Gen_loss: -0.3486935 MI_loss: 21.198181 Detection error: 0.011080741882324219 time: 1:45:43.972794
- B/E: 96 / 48 , Gen_loss: -0.3395608 MI_loss: 20.584297 Detection error: 0.011073768138885498 time: 1:45:44.852471
- B/E: 97 / 48 , Gen_loss: -0.34814152 MI_loss: 21.114372 Detection error: 0.0110701322555542 time: 1:45:45.708674
- B/E: 98 / 48 , Gen_loss: -0.34681797 MI_loss: 20.862778 Detection error: 0.011055231094360352 time: 1:45:46.569364
- B/E: 99 / 48 , Gen_loss: -0.35042354 MI_loss: 21.223753 Detection error: 0.011054694652557373 time: 1:45:47.425616
- B/E: 100 / 48 , Gen_loss: -0.35039613 MI_loss: 21.319105 Detection error: 0.011049509048461914 time: 1:45:48.386432
- B/E: 101 / 48 , Gen_loss: -0.3531619 MI_loss: 21.594894 Detection error: 0.011056661605834961 time: 1:45:49.250604
- B/E: 102 / 48 , Gen_loss: -0.34373838 MI_loss: 20.922886 Detection error: 0.011053681373596191 time: 1:45:50.111408
- B/E: 103 / 48 , Gen_loss: -0.3547912 MI_loss: 21.534626 Detection error: 0.01105046272277832 time: 1:45:50.971991
- B/E: 104 / 48 , Gen_loss: -0.35615176 MI_loss: 21.57733 Detection error: 0.011053264141082764 time: 1:45:51.832190
- B/E: 105 / 48 , Gen_loss: -0.34465474 MI_loss: 20.939198 Detection error: 0.011052489280700684 time: 1:45:52.695182
- B/E: 106 / 48 , Gen_loss: -0.35446784 MI_loss: 21.466358 Detection error: 0.011056363582611084 time: 1:45:53.476653
- B/E: 107 / 48 , Gen_loss: -0.3434138 MI_loss: 20.827105 Detection error: 0.01106339693069458 time: 1:45:54.228217
- B/E: 108 / 48 , Gen_loss: -0.33540955 MI_loss: 20.359095 Detection error: 0.011065065860748291 time: 1:45:54.980189
- B/E: 109 / 48 , Gen_loss: -0.3517136 MI_loss: 21.398592 Detection error: 0.011054813861846924 time: 1:45:55.846357
- B/E: 110 / 48 , Gen_loss: -0.34219715 MI_loss: 20.590202 Detection error: 0.011047840118408203 time: 1:45:56.711915
- B/E: 111 / 48 , Gen_loss: -0.3509105 MI_loss: 21.38202 Detection error: 0.011041581630706787 time: 1:45:57.569553
- B/E: 112 / 48 , Gen_loss: -0.35207033 MI_loss: 21.260525 Detection error: 0.011039018630981445 time: 1:45:58.428560
- B/E: 113 / 48 , Gen_loss: -0.35282448 MI_loss: 21.429947 Detection error: 0.011044681072235107 time: 1:45:59.288404
- B/E: 114 / 48 , Gen_loss: -0.34955153 MI_loss: 21.26876 Detection error: 0.01104426383972168 time: 1:46:00.150715
- B/E: 115 / 48 , Gen_loss: -0.34330314 MI_loss: 20.710722 Detection error: 0.011045515537261963 time: 1:46:01.008734
- B/E: 116 / 48 , Gen_loss: -0.3426463 MI_loss: 20.67806 Detection error: 0.011043787002563477 time: 1:46:01.951075
- B/E: 117 / 48 , Gen_loss: -0.34998125 MI_loss: 21.366386 Detection error: 0.01104658842086792 time: 1:46:02.813555
- B/E: 118 / 48 , Gen_loss: -0.3445731 MI_loss: 20.839674 Detection error: 0.011037051677703857 time: 1:46:03.679327
- B/E: 119 / 48 , Gen_loss: -0.3402178 MI_loss: 20.743443 Detection error: 0.011030495166778564 time: 1:46:04.540087
- B/E: 120 / 48 , Gen_loss: -0.34706575 MI_loss: 21.117895 Detection error: 0.011029422283172607 time: 1:46:05.399698
- B/E: 121 / 48 , Gen_loss: -0.33912268 MI_loss: 20.675398 Detection error: 0.011035323143005371 time: 1:46:06.280267
- B/E: 122 / 48 , Gen_loss: -0.35558888 MI_loss: 21.4416 Detection error: 0.0110282301902771 time: 1:46:07.141942
- B/E: 123 / 48 , Gen_loss: -0.3469519 MI_loss: 20.998495 Detection error: 0.011024951934814453 time: 1:46:08.001586
- B/E: 124 / 48 , Gen_loss: -0.35106996 MI_loss: 21.384338 Detection error: 0.011030256748199463 time: 1:46:08.857931
- B/E: 125 / 48 , Gen_loss: -0.3410033 MI_loss: 20.585905 Detection error: 0.011031508445739746 time: 1:46:09.716431
- B/E: 126 / 48 , Gen_loss: -0.34535742 MI_loss: 20.944597 Detection error: 0.011036396026611328 time: 1:46:10.592187
- B/E: 127 / 48 , Gen_loss: -0.350375 MI_loss: 21.271725 Detection error: 0.011033475399017334 time: 1:46:11.448987
- B/E: 128 / 48 , Gen_loss: -0.34991136 MI_loss: 21.331858 Detection error: 0.01104116439819336 time: 1:46:12.319829
- B/E: 129 / 48 , Gen_loss: -0.3511352 MI_loss: 21.31804 Detection error: 0.011045694351196289 time: 1:46:13.175531
- B/E: 130 / 48 , Gen_loss: -0.35512543 MI_loss: 21.590242 Detection error: 0.011054635047912598 time: 1:46:14.032936
- B/E: 131 / 48 , Gen_loss: -0.34465063 MI_loss: 20.789661 Detection error: 0.011056363582611084 time: 1:46:14.909141
- B/E: 132 / 48 , Gen_loss: -0.35537454 MI_loss: 21.408516 Detection error: 0.011050045490264893 time: 1:46:15.855280
- B/E: 133 / 48 , Gen_loss: -0.34975308 MI_loss: 21.226406 Detection error: 0.011054575443267822 time: 1:46:16.713448
- B/E: 134 / 48 , Gen_loss: -0.3564509 MI_loss: 21.708254 Detection error: 0.01106274127960205 time: 1:46:17.572023
- B/E: 135 / 48 , Gen_loss: -0.3501358 MI_loss: 21.324215 Detection error: 0.011061608791351318 time: 1:46:18.451912
- B/E: 136 / 48 , Gen_loss: -0.3462798 MI_loss: 21.003376 Detection error: 0.011064767837524414 time: 1:46:19.312554
- B/E: 137 / 48 , Gen_loss: -0.35345364 MI_loss: 21.399237 Detection error: 0.011065006256103516 time: 1:46:20.173845
- B/E: 138 / 48 , Gen_loss: -0.34551182 MI_loss: 21.06033 Detection error: 0.0110701322555542 time: 1:46:21.031202
- B/E: 139 / 48 , Gen_loss: -0.3496881 MI_loss: 21.267836 Detection error: 0.011081278324127197 time: 1:46:21.892623
- B/E: 140 / 48 , Gen_loss: -0.32932153 MI_loss: 20.061186 Detection error: 0.011086225509643555 time: 1:46:22.752766
- B/E: 141 / 48 , Gen_loss: -0.34650373 MI_loss: 20.994877 Detection error: 0.01108253002166748 time: 1:46:23.635984
- B/E: 142 / 48 , Gen_loss: -0.35767096 MI_loss: 21.664438 Detection error: 0.01108086109161377 time: 1:46:24.499923
- B/E: 143 / 48 , Gen_loss: -0.34699094 MI_loss: 21.23995 Detection error: 0.01108330488204956 time: 1:46:25.359495
- B/E: 144 / 48 , Gen_loss: -0.3543287 MI_loss: 21.512737 Detection error: 0.011087477207183838 time: 1:46:26.219476
- B/E: 145 / 48 , Gen_loss: -0.34839272 MI_loss: 21.115585 Detection error: 0.01108860969543457 time: 1:46:27.077191
- B/E: 146 / 48 , Gen_loss: -0.34839407 MI_loss: 21.218447 Detection error: 0.011085867881774902 time: 1:46:27.935944
- B/E: 147 / 48 , Gen_loss: -0.3407344 MI_loss: 20.600447 Detection error: 0.011089324951171875 time: 1:46:28.797237
- B/E: 148 / 48 , Gen_loss: -0.34489477 MI_loss: 20.81394 Detection error: 0.011092722415924072 time: 1:46:29.763124
- B/E: 149 / 48 , Gen_loss: -0.3554045 MI_loss: 21.57674 Detection error: 0.011095404624938965 time: 1:46:30.619352
-
- Test Loss: 12.008014 Test Error: 0.01155000925064087
- -----
- EPOCH: 49
- B/E: 0 / 49 , Gen_loss: -0.3394102 MI_loss: 20.593336 Detection error: 0.011874973773956299 time: 1:46:32.585802
- B/E: 1 / 49 , Gen_loss: -0.30654573 MI_loss: 18.890102 Detection error: 0.013906240463256836 time: 1:46:39.530649
- B/E: 2 / 49 , Gen_loss: -0.3327764 MI_loss: 20.190407 Detection error: 0.012697935104370117 time: 1:46:40.412508
- B/E: 3 / 49 , Gen_loss: -0.34359127 MI_loss: 21.007744 Detection error: 0.01246875524520874 time: 1:46:41.274005
- B/E: 4 / 49 , Gen_loss: -0.33287114 MI_loss: 20.316893 Detection error: 0.012293756008148193 time: 1:46:42.130918
- B/E: 5 / 49 , Gen_loss: -0.3309204 MI_loss: 20.299463 Detection error: 0.01202082633972168 time: 1:46:42.990532
- B/E: 6 / 49 , Gen_loss: -0.33683476 MI_loss: 20.60261 Detection error: 0.012022316455841064 time: 1:46:43.875367
- B/E: 7 / 49 , Gen_loss: -0.35108575 MI_loss: 21.375973 Detection error: 0.012023448944091797 time: 1:46:44.734594
- B/E: 8 / 49 , Gen_loss: -0.3403569 MI_loss: 20.777077 Detection error: 0.011819422245025635 time: 1:46:45.497811
- B/E: 9 / 49 , Gen_loss: -0.34260356 MI_loss: 20.901226 Detection error: 0.011687517166137695 time: 1:46:46.339380
- B/E: 10 / 49 , Gen_loss: -0.33338818 MI_loss: 20.256807 Detection error: 0.011661946773529053 time: 1:46:47.299893
- B/E: 11 / 49 , Gen_loss: -0.3399242 MI_loss: 20.724693 Detection error: 0.011596381664276123 time: 1:46:48.159108
- B/E: 12 / 49 , Gen_loss: -0.35828575 MI_loss: 21.632978 Detection error: 0.011651456356048584 time: 1:46:49.017273
- B/E: 13 / 49 , Gen_loss: -0.3403191 MI_loss: 20.705029 Detection error: 0.011602699756622314 time: 1:46:49.874132
- B/E: 14 / 49 , Gen_loss: -0.35027128 MI_loss: 21.190403 Detection error: 0.011583328247070312 time: 1:46:50.754341
- B/E: 15 / 49 , Gen_loss: -0.34869954 MI_loss: 21.1677 Detection error: 0.01149219274520874 time: 1:46:51.611222
- B/E: 16 / 49 , Gen_loss: -0.34626755 MI_loss: 20.79381 Detection error: 0.011408090591430664 time: 1:46:52.470714
- B/E: 17 / 49 , Gen_loss: -0.34712923 MI_loss: 20.967627 Detection error: 0.011364579200744629 time: 1:46:53.328502
- B/E: 18 / 49 , Gen_loss: -0.3339917 MI_loss: 20.39309 Detection error: 0.011320710182189941 time: 1:46:54.187769
- B/E: 19 / 49 , Gen_loss: -0.3395914 MI_loss: 20.597912 Detection error: 0.01129060983657837 time: 1:46:55.006808
- B/E: 20 / 49 , Gen_loss: -0.33793435 MI_loss: 20.666323 Detection error: 0.011312484741210938 time: 1:46:55.865656
- B/E: 21 / 49 , Gen_loss: -0.3509164 MI_loss: 21.319473 Detection error: 0.011309683322906494 time: 1:46:56.740656
- B/E: 22 / 49 , Gen_loss: -0.34544495 MI_loss: 20.7769 Detection error: 0.011269032955169678 time: 1:46:57.603908
- B/E: 23 / 49 , Gen_loss: -0.3476012 MI_loss: 21.01722 Detection error: 0.011261701583862305 time: 1:46:58.464804
- B/E: 24 / 49 , Gen_loss: -0.34093246 MI_loss: 20.648058 Detection error: 0.011274993419647217 time: 1:46:59.324250
- B/E: 25 / 49 , Gen_loss: -0.34313932 MI_loss: 20.834862 Detection error: 0.011258423328399658 time: 1:47:00.281137
- B/E: 26 / 49 , Gen_loss: -0.33602145 MI_loss: 20.635454 Detection error: 0.011310160160064697 time: 1:47:01.138707
- B/E: 27 / 49 , Gen_loss: -0.35325196 MI_loss: 21.53491 Detection error: 0.011298000812530518 time: 1:47:01.998972
- B/E: 28 / 49 , Gen_loss: -0.35261995 MI_loss: 21.51577 Detection error: 0.011304974555969238 time: 1:47:02.844264
- B/E: 29 / 49 , Gen_loss: -0.34531805 MI_loss: 20.9846 Detection error: 0.011293768882751465 time: 1:47:03.596896
- B/E: 30 / 49 , Gen_loss: -0.340787 MI_loss: 20.567225 Detection error: 0.011257052421569824 time: 1:47:04.454103
- B/E: 31 / 49 , Gen_loss: -0.3476967 MI_loss: 21.03381 Detection error: 0.011225581169128418 time: 1:47:05.318308
- B/E: 32 / 49 , Gen_loss: -0.34479025 MI_loss: 21.007338 Detection error: 0.011239588260650635 time: 1:47:06.180891
- B/E: 33 / 49 , Gen_loss: -0.3512999 MI_loss: 21.28107 Detection error: 0.011186599731445312 time: 1:47:07.039767
- B/E: 34 / 49 , Gen_loss: -0.34385592 MI_loss: 20.995697 Detection error: 0.01119375228881836 time: 1:47:07.899224
- B/E: 35 / 49 , Gen_loss: -0.3563233 MI_loss: 21.540508 Detection error: 0.011158883571624756 time: 1:47:08.756105
- B/E: 36 / 49 , Gen_loss: -0.35527396 MI_loss: 21.359594 Detection error: 0.01115959882736206 time: 1:47:09.618248
- B/E: 37 / 49 , Gen_loss: -0.35305974 MI_loss: 21.466143 Detection error: 0.011145532131195068 time: 1:47:10.436278
- B/E: 38 / 49 , Gen_loss: -0.3376376 MI_loss: 20.40253 Detection error: 0.011156260967254639 time: 1:47:11.277058
- B/E: 39 / 49 , Gen_loss: -0.35242993 MI_loss: 21.320757 Detection error: 0.01113671064376831 time: 1:47:12.138467
- B/E: 40 / 49 , Gen_loss: -0.34783128 MI_loss: 21.033699 Detection error: 0.011130332946777344 time: 1:47:13.004969
- B/E: 41 / 49 , Gen_loss: -0.35035175 MI_loss: 21.288458 Detection error: 0.011134684085845947 time: 1:47:13.957250
- B/E: 42 / 49 , Gen_loss: -0.342923 MI_loss: 20.84572 Detection error: 0.011118471622467041 time: 1:47:14.840920
- B/E: 43 / 49 , Gen_loss: -0.35126063 MI_loss: 21.201572 Detection error: 0.011103689670562744 time: 1:47:15.701146
- B/E: 44 / 49 , Gen_loss: -0.34586433 MI_loss: 20.994905 Detection error: 0.011098623275756836 time: 1:47:16.583452
- B/E: 45 / 49 , Gen_loss: -0.344212 MI_loss: 20.987572 Detection error: 0.011122286319732666 time: 1:47:17.443218
- B/E: 46 / 49 , Gen_loss: -0.3459477 MI_loss: 21.094313 Detection error: 0.01112830638885498 time: 1:47:18.228687
- B/E: 47 / 49 , Gen_loss: -0.35446656 MI_loss: 21.421759 Detection error: 0.011100232601165771 time: 1:47:19.006740
- B/E: 48 / 49 , Gen_loss: -0.34207037 MI_loss: 20.90678 Detection error: 0.011123061180114746 time: 1:47:19.776035
- B/E: 49 / 49 , Gen_loss: -0.34456977 MI_loss: 20.965603 Detection error: 0.011124372482299805 time: 1:47:20.577910
- B/E: 50 / 49 , Gen_loss: -0.34208775 MI_loss: 20.757687 Detection error: 0.01112377643585205 time: 1:47:21.430306
- B/E: 51 / 49 , Gen_loss: -0.35118416 MI_loss: 21.406052 Detection error: 0.01113039255142212 time: 1:47:22.313980
- B/E: 52 / 49 , Gen_loss: -0.35205042 MI_loss: 21.260632 Detection error: 0.011107325553894043 time: 1:47:23.095215
- B/E: 53 / 49 , Gen_loss: -0.3432766 MI_loss: 20.885708 Detection error: 0.01111692190170288 time: 1:47:23.961330
- B/E: 54 / 49 , Gen_loss: -0.34540424 MI_loss: 20.970526 Detection error: 0.011107981204986572 time: 1:47:24.826825
- B/E: 55 / 49 , Gen_loss: -0.34986567 MI_loss: 21.236631 Detection error: 0.01109933853149414 time: 1:47:25.686753
- B/E: 56 / 49 , Gen_loss: -0.35199726 MI_loss: 21.443275 Detection error: 0.011088252067565918 time: 1:47:26.462277
- B/E: 57 / 49 , Gen_loss: -0.34993824 MI_loss: 21.226631 Detection error: 0.01107865571975708 time: 1:47:27.292343
- B/E: 58 / 49 , Gen_loss: -0.34835574 MI_loss: 21.159023 Detection error: 0.011078894138336182 time: 1:47:28.068703
- B/E: 59 / 49 , Gen_loss: -0.34691492 MI_loss: 21.086428 Detection error: 0.011088013648986816 time: 1:47:28.844326
- B/E: 60 / 49 , Gen_loss: -0.3433072 MI_loss: 20.69242 Detection error: 0.011086046695709229 time: 1:47:29.694214
- B/E: 61 / 49 , Gen_loss: -0.33584625 MI_loss: 20.423672 Detection error: 0.011074602603912354 time: 1:47:30.549935
- B/E: 62 / 49 , Gen_loss: -0.35363212 MI_loss: 21.54795 Detection error: 0.011084794998168945 time: 1:47:31.410039
- B/E: 63 / 49 , Gen_loss: -0.34603593 MI_loss: 20.957287 Detection error: 0.011084496974945068 time: 1:47:32.268358
- B/E: 64 / 49 , Gen_loss: -0.34893915 MI_loss: 21.183495 Detection error: 0.011077880859375 time: 1:47:33.126893
- B/E: 65 / 49 , Gen_loss: -0.3466689 MI_loss: 20.983019 Detection error: 0.011076688766479492 time: 1:47:33.986392
- B/E: 66 / 49 , Gen_loss: -0.35063428 MI_loss: 21.26068 Detection error: 0.011071383953094482 time: 1:47:34.847465
- B/E: 67 / 49 , Gen_loss: -0.35481924 MI_loss: 21.464128 Detection error: 0.01106250286102295 time: 1:47:35.710231
- B/E: 68 / 49 , Gen_loss: -0.3542042 MI_loss: 21.614164 Detection error: 0.011058449745178223 time: 1:47:36.570074
- B/E: 69 / 49 , Gen_loss: -0.34999645 MI_loss: 21.259977 Detection error: 0.011064291000366211 time: 1:47:37.428769
- B/E: 70 / 49 , Gen_loss: -0.34693733 MI_loss: 21.041712 Detection error: 0.011058509349822998 time: 1:47:38.289212
- B/E: 71 / 49 , Gen_loss: -0.34597751 MI_loss: 21.013905 Detection error: 0.011061608791351318 time: 1:47:39.155084
- B/E: 72 / 49 , Gen_loss: -0.34685534 MI_loss: 21.068089 Detection error: 0.011058628559112549 time: 1:47:40.017162
- B/E: 73 / 49 , Gen_loss: -0.36111712 MI_loss: 21.855381 Detection error: 0.011054456233978271 time: 1:47:40.977521
- B/E: 74 / 49 , Gen_loss: -0.35210413 MI_loss: 21.464483 Detection error: 0.011062920093536377 time: 1:47:41.840102
- B/E: 75 / 49 , Gen_loss: -0.34475538 MI_loss: 20.87412 Detection error: 0.011053860187530518 time: 1:47:42.703722
- B/E: 76 / 49 , Gen_loss: -0.3446656 MI_loss: 20.937721 Detection error: 0.01105111837387085 time: 1:47:43.564691
- B/E: 77 / 49 , Gen_loss: -0.35040092 MI_loss: 21.2692 Detection error: 0.011044442653656006 time: 1:47:44.424559
- B/E: 78 / 49 , Gen_loss: -0.356842 MI_loss: 21.568014 Detection error: 0.011041522026062012 time: 1:47:45.282008
- B/E: 79 / 49 , Gen_loss: -0.35004106 MI_loss: 21.228447 Detection error: 0.011054694652557373 time: 1:47:46.148760
- B/E: 80 / 49 , Gen_loss: -0.3560621 MI_loss: 21.49655 Detection error: 0.011059820652008057 time: 1:47:47.010960
- B/E: 81 / 49 , Gen_loss: -0.34831667 MI_loss: 21.08564 Detection error: 0.011047661304473877 time: 1:47:47.871823
- B/E: 82 / 49 , Gen_loss: -0.34327963 MI_loss: 20.946411 Detection error: 0.011044800281524658 time: 1:47:48.728927
- B/E: 83 / 49 , Gen_loss: -0.3462602 MI_loss: 20.920305 Detection error: 0.01104503870010376 time: 1:47:49.592904
- B/E: 84 / 49 , Gen_loss: -0.34318376 MI_loss: 20.953566 Detection error: 0.011047780513763428 time: 1:47:50.456347
- B/E: 85 / 49 , Gen_loss: -0.35085595 MI_loss: 21.131903 Detection error: 0.011027634143829346 time: 1:47:51.317099
- B/E: 86 / 49 , Gen_loss: -0.3498598 MI_loss: 21.35525 Detection error: 0.011033773422241211 time: 1:47:52.178913
- B/E: 87 / 49 , Gen_loss: -0.34439698 MI_loss: 20.701782 Detection error: 0.01101595163345337 time: 1:47:53.045532
- B/E: 88 / 49 , Gen_loss: -0.35162592 MI_loss: 21.346777 Detection error: 0.011002838611602783 time: 1:47:53.932075
- B/E: 89 / 49 , Gen_loss: -0.348951 MI_loss: 21.548153 Detection error: 0.011016666889190674 time: 1:47:54.880770
- B/E: 90 / 49 , Gen_loss: -0.35035688 MI_loss: 21.248877 Detection error: 0.011015474796295166 time: 1:47:55.740631
- B/E: 91 / 49 , Gen_loss: -0.34595588 MI_loss: 21.056707 Detection error: 0.011020064353942871 time: 1:47:56.602804
- B/E: 92 / 49 , Gen_loss: -0.34158817 MI_loss: 20.719303 Detection error: 0.011012077331542969 time: 1:47:57.397120
- B/E: 93 / 49 , Gen_loss: -0.34477654 MI_loss: 21.118565 Detection error: 0.01100832223892212 time: 1:47:58.210963
- B/E: 94 / 49 , Gen_loss: -0.34796774 MI_loss: 21.233322 Detection error: 0.011030256748199463 time: 1:47:59.058968
- B/E: 95 / 49 , Gen_loss: -0.3427921 MI_loss: 20.799866 Detection error: 0.011029601097106934 time: 1:47:59.915423
- B/E: 96 / 49 , Gen_loss: -0.3452911 MI_loss: 21.023464 Detection error: 0.011025428771972656 time: 1:48:00.792450
- B/E: 97 / 49 , Gen_loss: -0.34899965 MI_loss: 21.323986 Detection error: 0.011013686656951904 time: 1:48:01.653217
- B/E: 98 / 49 , Gen_loss: -0.34015745 MI_loss: 20.551462 Detection error: 0.011005043983459473 time: 1:48:02.512031
- B/E: 99 / 49 , Gen_loss: -0.3435098 MI_loss: 20.700218 Detection error: 0.011002182960510254 time: 1:48:03.373242
- B/E: 100 / 49 , Gen_loss: -0.34420785 MI_loss: 20.96866 Detection error: 0.011000633239746094 time: 1:48:04.238500
- B/E: 101 / 49 , Gen_loss: -0.34947228 MI_loss: 21.334044 Detection error: 0.01100921630859375 time: 1:48:05.102088
- B/E: 102 / 49 , Gen_loss: -0.35049915 MI_loss: 21.280083 Detection error: 0.011014878749847412 time: 1:48:05.959791
- B/E: 103 / 49 , Gen_loss: -0.3431777 MI_loss: 20.98135 Detection error: 0.01101231575012207 time: 1:48:06.820201
- B/E: 104 / 49 , Gen_loss: -0.3537181 MI_loss: 21.431572 Detection error: 0.011019349098205566 time: 1:48:07.696840
- B/E: 105 / 49 , Gen_loss: -0.340137 MI_loss: 20.665428 Detection error: 0.01101827621459961 time: 1:48:08.655678
- B/E: 106 / 49 , Gen_loss: -0.3440644 MI_loss: 20.86783 Detection error: 0.011026859283447266 time: 1:48:09.516794
- B/E: 107 / 49 , Gen_loss: -0.35386404 MI_loss: 21.582304 Detection error: 0.011034727096557617 time: 1:48:10.373978
- B/E: 108 / 49 , Gen_loss: -0.34813154 MI_loss: 21.15778 Detection error: 0.011038124561309814 time: 1:48:11.231739
- B/E: 109 / 49 , Gen_loss: -0.3534303 MI_loss: 21.373959 Detection error: 0.011031270027160645 time: 1:48:12.091485
- B/E: 110 / 49 , Gen_loss: -0.33664697 MI_loss: 20.365713 Detection error: 0.011023938655853271 time: 1:48:12.956050
- B/E: 111 / 49 , Gen_loss: -0.34793296 MI_loss: 21.16106 Detection error: 0.011022627353668213 time: 1:48:13.816814
- B/E: 112 / 49 , Gen_loss: -0.34161454 MI_loss: 20.609226 Detection error: 0.011015474796295166 time: 1:48:14.678486
- B/E: 113 / 49 , Gen_loss: -0.35709733 MI_loss: 21.840357 Detection error: 0.01102358102798462 time: 1:48:15.540094
- B/E: 114 / 49 , Gen_loss: -0.34807584 MI_loss: 21.293144 Detection error: 0.011022567749023438 time: 1:48:16.405517
- B/E: 115 / 49 , Gen_loss: -0.3542849 MI_loss: 21.483173 Detection error: 0.011018574237823486 time: 1:48:17.265736
- B/E: 116 / 49 , Gen_loss: -0.34798884 MI_loss: 21.239902 Detection error: 0.011018693447113037 time: 1:48:18.125785
- B/E: 117 / 49 , Gen_loss: -0.3424526 MI_loss: 20.946539 Detection error: 0.011020362377166748 time: 1:48:18.987708
- B/E: 118 / 49 , Gen_loss: -0.358628 MI_loss: 21.72868 Detection error: 0.011012852191925049 time: 1:48:19.855477
- B/E: 119 / 49 , Gen_loss: -0.3471351 MI_loss: 20.962416 Detection error: 0.011007547378540039 time: 1:48:20.719615
- B/E: 120 / 49 , Gen_loss: -0.33991954 MI_loss: 20.613792 Detection error: 0.011003077030181885 time: 1:48:21.579762
- B/E: 121 / 49 , Gen_loss: -0.34539554 MI_loss: 21.008167 Detection error: 0.011007964611053467 time: 1:48:22.527307
- B/E: 122 / 49 , Gen_loss: -0.34762862 MI_loss: 20.906939 Detection error: 0.011006593704223633 time: 1:48:23.391683
- B/E: 123 / 49 , Gen_loss: -0.34217155 MI_loss: 20.61139 Detection error: 0.011003255844116211 time: 1:48:24.195061
- B/E: 124 / 49 , Gen_loss: -0.34073707 MI_loss: 20.868523 Detection error: 0.011007249355316162 time: 1:48:25.043417
- B/E: 125 / 49 , Gen_loss: -0.34812093 MI_loss: 21.253296 Detection error: 0.011012911796569824 time: 1:48:25.904361
- B/E: 126 / 49 , Gen_loss: -0.34158155 MI_loss: 20.86803 Detection error: 0.011020421981811523 time: 1:48:26.794527
- B/E: 127 / 49 , Gen_loss: -0.34119064 MI_loss: 20.87629 Detection error: 0.011017799377441406 time: 1:48:27.593700
- B/E: 128 / 49 , Gen_loss: -0.34254113 MI_loss: 20.821066 Detection error: 0.011024236679077148 time: 1:48:28.356168
- B/E: 129 / 49 , Gen_loss: -0.3560901 MI_loss: 21.528025 Detection error: 0.011030018329620361 time: 1:48:29.108568
- B/E: 130 / 49 , Gen_loss: -0.35329854 MI_loss: 21.384846 Detection error: 0.011037945747375488 time: 1:48:29.996753
- B/E: 131 / 49 , Gen_loss: -0.34424436 MI_loss: 20.816715 Detection error: 0.011040031909942627 time: 1:48:30.888516
- B/E: 132 / 49 , Gen_loss: -0.34878933 MI_loss: 21.152327 Detection error: 0.011035740375518799 time: 1:48:31.751663
- B/E: 133 / 49 , Gen_loss: -0.35177878 MI_loss: 21.469828 Detection error: 0.011044085025787354 time: 1:48:32.611225
- B/E: 134 / 49 , Gen_loss: -0.3453983 MI_loss: 21.15652 Detection error: 0.01104724407196045 time: 1:48:33.473592
- B/E: 135 / 49 , Gen_loss: -0.34506828 MI_loss: 20.963905 Detection error: 0.011052608489990234 time: 1:48:34.350610
- B/E: 136 / 49 , Gen_loss: -0.34659746 MI_loss: 21.075033 Detection error: 0.01104879379272461 time: 1:48:35.208058
- B/E: 137 / 49 , Gen_loss: -0.337665 MI_loss: 20.508846 Detection error: 0.01105409860610962 time: 1:48:36.164003
- B/E: 138 / 49 , Gen_loss: -0.34125027 MI_loss: 20.800003 Detection error: 0.011059343814849854 time: 1:48:37.021205
- B/E: 139 / 49 , Gen_loss: -0.3506632 MI_loss: 21.1708 Detection error: 0.011062026023864746 time: 1:48:37.881703
- B/E: 140 / 49 , Gen_loss: -0.34992528 MI_loss: 21.42785 Detection error: 0.011061608791351318 time: 1:48:38.740582
- B/E: 141 / 49 , Gen_loss: -0.34756836 MI_loss: 21.086443 Detection error: 0.011057853698730469 time: 1:48:39.599378
- B/E: 142 / 49 , Gen_loss: -0.34321144 MI_loss: 20.741692 Detection error: 0.011058568954467773 time: 1:48:40.456390
- B/E: 143 / 49 , Gen_loss: -0.35723457 MI_loss: 21.875645 Detection error: 0.011058390140533447 time: 1:48:41.317824
- B/E: 144 / 49 , Gen_loss: -0.33502343 MI_loss: 20.292637 Detection error: 0.01106250286102295 time: 1:48:42.182003
- B/E: 145 / 49 , Gen_loss: -0.3515735 MI_loss: 21.249517 Detection error: 0.011066794395446777 time: 1:48:43.043666
- B/E: 146 / 49 , Gen_loss: -0.34811476 MI_loss: 20.945015 Detection error: 0.011063992977142334 time: 1:48:43.905480
- B/E: 147 / 49 , Gen_loss: -0.3447289 MI_loss: 21.045698 Detection error: 0.011066913604736328 time: 1:48:44.766844
- B/E: 148 / 49 , Gen_loss: -0.35107702 MI_loss: 21.280916 Detection error: 0.01107025146484375 time: 1:48:45.627651
- B/E: 149 / 49 , Gen_loss: -0.3605721 MI_loss: 22.040554 Detection error: 0.011075615882873535 time: 1:48:46.484332
-
- Test Loss: 11.98341 Test Error: 0.011491656303405762
- -----
- EPOCH: 50
- B/E: 0 / 50 , Gen_loss: -0.35229352 MI_loss: 21.307203 Detection error: 0.012093722820281982 time: 1:48:48.450276
- B/E: 1 / 50 , Gen_loss: -0.30046234 MI_loss: 18.69395 Detection error: 0.014015614986419678 time: 1:48:55.518475
- B/E: 2 / 50 , Gen_loss: -0.3452119 MI_loss: 20.80865 Detection error: 0.012572944164276123 time: 1:48:56.486222
- B/E: 3 / 50 , Gen_loss: -0.33657566 MI_loss: 20.209702 Detection error: 0.012312471866607666 time: 1:48:57.359735
- B/E: 4 / 50 , Gen_loss: -0.35249338 MI_loss: 21.471323 Detection error: 0.012287497520446777 time: 1:48:58.221474
- B/E: 5 / 50 , Gen_loss: -0.33403578 MI_loss: 20.55393 Detection error: 0.012041687965393066 time: 1:48:59.081548
- B/E: 6 / 50 , Gen_loss: -0.33778992 MI_loss: 20.693611 Detection error: 0.0119553804397583 time: 1:48:59.994232
- B/E: 7 / 50 , Gen_loss: -0.34523293 MI_loss: 21.058638 Detection error: 0.011921882629394531 time: 1:49:00.849843
- B/E: 8 / 50 , Gen_loss: -0.3418749 MI_loss: 20.801641 Detection error: 0.011781275272369385 time: 1:49:01.706710
- B/E: 9 / 50 , Gen_loss: -0.35110304 MI_loss: 21.42089 Detection error: 0.011637508869171143 time: 1:49:02.565364
- B/E: 10 / 50 , Gen_loss: -0.3475092 MI_loss: 21.05555 Detection error: 0.011519908905029297 time: 1:49:03.443869
- B/E: 11 / 50 , Gen_loss: -0.34946913 MI_loss: 21.241543 Detection error: 0.011559903621673584 time: 1:49:04.270997
- B/E: 12 / 50 , Gen_loss: -0.34729803 MI_loss: 21.1277 Detection error: 0.01154327392578125 time: 1:49:05.147490
- B/E: 13 / 50 , Gen_loss: -0.3492371 MI_loss: 21.222113 Detection error: 0.011520087718963623 time: 1:49:06.022001
- B/E: 14 / 50 , Gen_loss: -0.34203887 MI_loss: 20.694263 Detection error: 0.011489570140838623 time: 1:49:06.898831
- B/E: 15 / 50 , Gen_loss: -0.346242 MI_loss: 20.951134 Detection error: 0.011417984962463379 time: 1:49:07.756274
- B/E: 16 / 50 , Gen_loss: -0.3540585 MI_loss: 21.437508 Detection error: 0.01133638620376587 time: 1:49:08.563448
- B/E: 17 / 50 , Gen_loss: -0.35245004 MI_loss: 21.298687 Detection error: 0.011310756206512451 time: 1:49:09.374573
- B/E: 18 / 50 , Gen_loss: -0.34626943 MI_loss: 21.019194 Detection error: 0.011241793632507324 time: 1:49:10.331289
- B/E: 19 / 50 , Gen_loss: -0.3494461 MI_loss: 21.379305 Detection error: 0.011234402656555176 time: 1:49:11.187566
- B/E: 20 / 50 , Gen_loss: -0.3474602 MI_loss: 20.984207 Detection error: 0.011252999305725098 time: 1:49:12.059247
- B/E: 21 / 50 , Gen_loss: -0.34860215 MI_loss: 21.244299 Detection error: 0.011269867420196533 time: 1:49:12.841640
- B/E: 22 / 50 , Gen_loss: -0.3500127 MI_loss: 21.188017 Detection error: 0.011239111423492432 time: 1:49:13.636541
- B/E: 23 / 50 , Gen_loss: -0.34934053 MI_loss: 21.116877 Detection error: 0.011223971843719482 time: 1:49:14.425760
- B/E: 24 / 50 , Gen_loss: -0.342183 MI_loss: 20.602146 Detection error: 0.01122373342514038 time: 1:49:15.309636
- B/E: 25 / 50 , Gen_loss: -0.3436533 MI_loss: 20.8116 Detection error: 0.011221170425415039 time: 1:49:16.169136
- B/E: 26 / 50 , Gen_loss: -0.341054 MI_loss: 20.79772 Detection error: 0.0112684965133667 time: 1:49:17.026883
- B/E: 27 / 50 , Gen_loss: -0.35277867 MI_loss: 21.553783 Detection error: 0.011247754096984863 time: 1:49:17.886297
- B/E: 28 / 50 , Gen_loss: -0.35119826 MI_loss: 21.35894 Detection error: 0.011246740818023682 time: 1:49:18.760955
- B/E: 29 / 50 , Gen_loss: -0.34587607 MI_loss: 21.091986 Detection error: 0.01122814416885376 time: 1:49:19.620052
- B/E: 30 / 50 , Gen_loss: -0.33572266 MI_loss: 20.432686 Detection error: 0.011195540428161621 time: 1:49:20.476007
- B/E: 31 / 50 , Gen_loss: -0.35897857 MI_loss: 21.872532 Detection error: 0.011185526847839355 time: 1:49:21.412437
- B/E: 32 / 50 , Gen_loss: -0.3467845 MI_loss: 21.089508 Detection error: 0.011181831359863281 time: 1:49:22.275593
- B/E: 33 / 50 , Gen_loss: -0.33976784 MI_loss: 20.563078 Detection error: 0.011155307292938232 time: 1:49:23.146985
- B/E: 34 / 50 , Gen_loss: -0.34088057 MI_loss: 20.529493 Detection error: 0.011163413524627686 time: 1:49:24.006247
- B/E: 35 / 50 , Gen_loss: -0.34636804 MI_loss: 20.926289 Detection error: 0.011141479015350342 time: 1:49:24.862519
- B/E: 36 / 50 , Gen_loss: -0.34641472 MI_loss: 21.03695 Detection error: 0.01111823320388794 time: 1:49:25.724494
- B/E: 37 / 50 , Gen_loss: -0.35602477 MI_loss: 21.777607 Detection error: 0.011125028133392334 time: 1:49:26.582657
- B/E: 38 / 50 , Gen_loss: -0.35062033 MI_loss: 21.077663 Detection error: 0.011119365692138672 time: 1:49:27.441489
- B/E: 39 / 50 , Gen_loss: -0.34425035 MI_loss: 20.87909 Detection error: 0.011116385459899902 time: 1:49:28.299200
- B/E: 40 / 50 , Gen_loss: -0.34425572 MI_loss: 20.92009 Detection error: 0.011093735694885254 time: 1:49:29.163630
- B/E: 41 / 50 , Gen_loss: -0.34793645 MI_loss: 21.08306 Detection error: 0.011104166507720947 time: 1:49:30.024415
- B/E: 42 / 50 , Gen_loss: -0.3524865 MI_loss: 21.45253 Detection error: 0.011073410511016846 time: 1:49:30.885002
- B/E: 43 / 50 , Gen_loss: -0.3486804 MI_loss: 21.048525 Detection error: 0.011068165302276611 time: 1:49:31.745974
- B/E: 44 / 50 , Gen_loss: -0.35007143 MI_loss: 21.301579 Detection error: 0.0110853910446167 time: 1:49:32.606527
- B/E: 45 / 50 , Gen_loss: -0.34648037 MI_loss: 21.030243 Detection error: 0.01109170913696289 time: 1:49:33.491146
- B/E: 46 / 50 , Gen_loss: -0.3456235 MI_loss: 21.069485 Detection error: 0.011087119579315186 time: 1:49:34.348438
- B/E: 47 / 50 , Gen_loss: -0.35419646 MI_loss: 21.307205 Detection error: 0.011073589324951172 time: 1:49:35.205426
- B/E: 48 / 50 , Gen_loss: -0.34521207 MI_loss: 21.080696 Detection error: 0.011098861694335938 time: 1:49:36.152543
- B/E: 49 / 50 , Gen_loss: -0.34199864 MI_loss: 20.784786 Detection error: 0.011088728904724121 time: 1:49:37.036059
- B/E: 50 / 50 , Gen_loss: -0.34969303 MI_loss: 21.34272 Detection error: 0.011104166507720947 time: 1:49:37.888202
- B/E: 51 / 50 , Gen_loss: -0.3546074 MI_loss: 21.644394 Detection error: 0.011099755764007568 time: 1:49:38.640297
- B/E: 52 / 50 , Gen_loss: -0.3515945 MI_loss: 21.331213 Detection error: 0.011097848415374756 time: 1:49:39.405825
- B/E: 53 / 50 , Gen_loss: -0.34749722 MI_loss: 21.050272 Detection error: 0.011104762554168701 time: 1:49:40.269921
- B/E: 54 / 50 , Gen_loss: -0.3518107 MI_loss: 21.28755 Detection error: 0.011103391647338867 time: 1:49:41.130805
- B/E: 55 / 50 , Gen_loss: -0.350658 MI_loss: 21.3779 Detection error: 0.011083126068115234 time: 1:49:41.988654
- B/E: 56 / 50 , Gen_loss: -0.34052294 MI_loss: 20.709354 Detection error: 0.01106417179107666 time: 1:49:42.848234
- B/E: 57 / 50 , Gen_loss: -0.3573402 MI_loss: 21.696974 Detection error: 0.011053860187530518 time: 1:49:43.725507
- B/E: 58 / 50 , Gen_loss: -0.33941975 MI_loss: 20.664635 Detection error: 0.011046051979064941 time: 1:49:44.588995
- B/E: 59 / 50 , Gen_loss: -0.36279234 MI_loss: 22.15767 Detection error: 0.01106351613998413 time: 1:49:45.448266
- B/E: 60 / 50 , Gen_loss: -0.35814965 MI_loss: 21.67441 Detection error: 0.011058926582336426 time: 1:49:46.307346
- B/E: 61 / 50 , Gen_loss: -0.33903316 MI_loss: 20.731022 Detection error: 0.011050403118133545 time: 1:49:47.166287
- B/E: 62 / 50 , Gen_loss: -0.33883837 MI_loss: 20.617353 Detection error: 0.01105356216430664 time: 1:49:48.029552
- B/E: 63 / 50 , Gen_loss: -0.34886187 MI_loss: 21.155104 Detection error: 0.011046886444091797 time: 1:49:48.907893
- B/E: 64 / 50 , Gen_loss: -0.34363878 MI_loss: 20.883923 Detection error: 0.011049985885620117 time: 1:49:49.660760
- B/E: 65 / 50 , Gen_loss: -0.33401 MI_loss: 20.230204 Detection error: 0.011048316955566406 time: 1:49:50.513617
- B/E: 66 / 50 , Gen_loss: -0.35477042 MI_loss: 21.55748 Detection error: 0.011037766933441162 time: 1:49:51.387449
- B/E: 67 / 50 , Gen_loss: -0.34238684 MI_loss: 20.779715 Detection error: 0.011030316352844238 time: 1:49:52.248237
- B/E: 68 / 50 , Gen_loss: -0.3501833 MI_loss: 21.315485 Detection error: 0.011023104190826416 time: 1:49:53.108151
- B/E: 69 / 50 , Gen_loss: -0.34855202 MI_loss: 21.143444 Detection error: 0.011033952236175537 time: 1:49:53.901103
- B/E: 70 / 50 , Gen_loss: -0.34670347 MI_loss: 20.973612 Detection error: 0.011022448539733887 time: 1:49:54.652654
- B/E: 71 / 50 , Gen_loss: -0.34018016 MI_loss: 20.620604 Detection error: 0.011030375957489014 time: 1:49:55.407391
- B/E: 72 / 50 , Gen_loss: -0.35493895 MI_loss: 21.653187 Detection error: 0.011035501956939697 time: 1:49:56.254713
- B/E: 73 / 50 , Gen_loss: -0.34774643 MI_loss: 21.250214 Detection error: 0.011035501956939697 time: 1:49:57.041426
- B/E: 74 / 50 , Gen_loss: -0.3511036 MI_loss: 21.383465 Detection error: 0.011031687259674072 time: 1:49:57.790930
- B/E: 75 / 50 , Gen_loss: -0.34171805 MI_loss: 20.697395 Detection error: 0.01102834939956665 time: 1:49:58.541777
- B/E: 76 / 50 , Gen_loss: -0.35601076 MI_loss: 21.596409 Detection error: 0.011030852794647217 time: 1:49:59.299243
- B/E: 77 / 50 , Gen_loss: -0.34690002 MI_loss: 21.042812 Detection error: 0.011026859283447266 time: 1:50:00.171098
- B/E: 78 / 50 , Gen_loss: -0.35056558 MI_loss: 21.184124 Detection error: 0.011022567749023438 time: 1:50:01.027451
- B/E: 79 / 50 , Gen_loss: -0.35832652 MI_loss: 21.727287 Detection error: 0.011035144329071045 time: 1:50:01.965389
- B/E: 80 / 50 , Gen_loss: -0.34999657 MI_loss: 21.208881 Detection error: 0.011043965816497803 time: 1:50:02.828021
- B/E: 81 / 50 , Gen_loss: -0.33950892 MI_loss: 20.6675 Detection error: 0.011033892631530762 time: 1:50:03.688532
- B/E: 82 / 50 , Gen_loss: -0.35980552 MI_loss: 21.91295 Detection error: 0.01103276014328003 time: 1:50:04.547419
- B/E: 83 / 50 , Gen_loss: -0.35141495 MI_loss: 21.291605 Detection error: 0.011038661003112793 time: 1:50:05.403955
- B/E: 84 / 50 , Gen_loss: -0.33998248 MI_loss: 20.680681 Detection error: 0.011029422283172607 time: 1:50:06.264013
- B/E: 85 / 50 , Gen_loss: -0.35065708 MI_loss: 21.385965 Detection error: 0.011013448238372803 time: 1:50:07.122388
- B/E: 86 / 50 , Gen_loss: -0.3473364 MI_loss: 21.034618 Detection error: 0.011009693145751953 time: 1:50:07.981499
- B/E: 87 / 50 , Gen_loss: -0.34695655 MI_loss: 21.019262 Detection error: 0.010997176170349121 time: 1:50:08.841945
- B/E: 88 / 50 , Gen_loss: -0.35559952 MI_loss: 21.660788 Detection error: 0.010988414287567139 time: 1:50:09.702053
- B/E: 89 / 50 , Gen_loss: -0.35581473 MI_loss: 21.573858 Detection error: 0.011003494262695312 time: 1:50:10.587226
- B/E: 90 / 50 , Gen_loss: -0.35986003 MI_loss: 21.782322 Detection error: 0.010997235774993896 time: 1:50:11.448767
- B/E: 91 / 50 , Gen_loss: -0.34942728 MI_loss: 21.159988 Detection error: 0.011000990867614746 time: 1:50:12.310205
- B/E: 92 / 50 , Gen_loss: -0.35372236 MI_loss: 21.483707 Detection error: 0.010994315147399902 time: 1:50:13.170440
- B/E: 93 / 50 , Gen_loss: -0.34901452 MI_loss: 21.119892 Detection error: 0.010988354682922363 time: 1:50:14.055551
- B/E: 94 / 50 , Gen_loss: -0.33927158 MI_loss: 20.723734 Detection error: 0.011008858680725098 time: 1:50:14.848565
- B/E: 95 / 50 , Gen_loss: -0.34408072 MI_loss: 20.896416 Detection error: 0.011014997959136963 time: 1:50:15.687726
- B/E: 96 / 50 , Gen_loss: -0.34804893 MI_loss: 21.0816 Detection error: 0.011010944843292236 time: 1:50:16.536784
- B/E: 97 / 50 , Gen_loss: -0.35673097 MI_loss: 21.591871 Detection error: 0.011003196239471436 time: 1:50:17.415551
- B/E: 98 / 50 , Gen_loss: -0.34920645 MI_loss: 21.226173 Detection error: 0.010991454124450684 time: 1:50:18.273395
- B/E: 99 / 50 , Gen_loss: -0.3560687 MI_loss: 21.4602 Detection error: 0.01099252700805664 time: 1:50:19.131521
- B/E: 100 / 50 , Gen_loss: -0.36053994 MI_loss: 22.041145 Detection error: 0.01099628210067749 time: 1:50:19.987888
- B/E: 101 / 50 , Gen_loss: -0.3509767 MI_loss: 21.372253 Detection error: 0.011002779006958008 time: 1:50:20.844655
- B/E: 102 / 50 , Gen_loss: -0.35329497 MI_loss: 21.400867 Detection error: 0.011001825332641602 time: 1:50:21.735808
- B/E: 103 / 50 , Gen_loss: -0.347739 MI_loss: 21.164806 Detection error: 0.010996997356414795 time: 1:50:22.592130
- B/E: 104 / 50 , Gen_loss: -0.35429806 MI_loss: 21.535654 Detection error: 0.011005043983459473 time: 1:50:23.453672
- B/E: 105 / 50 , Gen_loss: -0.35120106 MI_loss: 21.28364 Detection error: 0.010998249053955078 time: 1:50:24.315238
- B/E: 106 / 50 , Gen_loss: -0.33454254 MI_loss: 20.241386 Detection error: 0.011007606983184814 time: 1:50:25.200272
- B/E: 107 / 50 , Gen_loss: -0.3613705 MI_loss: 21.945648 Detection error: 0.011013329029083252 time: 1:50:26.057204
- B/E: 108 / 50 , Gen_loss: -0.35275486 MI_loss: 21.43851 Detection error: 0.011015176773071289 time: 1:50:26.914781
- B/E: 109 / 50 , Gen_loss: -0.34336105 MI_loss: 20.757454 Detection error: 0.011004805564880371 time: 1:50:27.769590
- B/E: 110 / 50 , Gen_loss: -0.34366858 MI_loss: 20.63939 Detection error: 0.010997772216796875 time: 1:50:28.631669
- B/E: 111 / 50 , Gen_loss: -0.3492787 MI_loss: 21.28861 Detection error: 0.010991334915161133 time: 1:50:29.591316
- B/E: 112 / 50 , Gen_loss: -0.3581297 MI_loss: 21.677135 Detection error: 0.010990619659423828 time: 1:50:30.450825
- B/E: 113 / 50 , Gen_loss: -0.35268122 MI_loss: 21.622833 Detection error: 0.010992586612701416 time: 1:50:31.311973
- B/E: 114 / 50 , Gen_loss: -0.3501923 MI_loss: 21.33038 Detection error: 0.011004865169525146 time: 1:50:32.172861
- B/E: 115 / 50 , Gen_loss: -0.35094494 MI_loss: 21.124916 Detection error: 0.010998904705047607 time: 1:50:33.035867
- B/E: 116 / 50 , Gen_loss: -0.3593395 MI_loss: 21.879768 Detection error: 0.011001050472259521 time: 1:50:33.901339
- B/E: 117 / 50 , Gen_loss: -0.34689146 MI_loss: 21.114973 Detection error: 0.011001050472259521 time: 1:50:34.761296
- B/E: 118 / 50 , Gen_loss: -0.3457633 MI_loss: 21.024595 Detection error: 0.010991871356964111 time: 1:50:35.620558
- B/E: 119 / 50 , Gen_loss: -0.3425695 MI_loss: 20.77489 Detection error: 0.01099008321762085 time: 1:50:36.484609
- B/E: 120 / 50 , Gen_loss: -0.34125483 MI_loss: 20.829247 Detection error: 0.010986328125 time: 1:50:37.262566
- B/E: 121 / 50 , Gen_loss: -0.35053277 MI_loss: 21.268642 Detection error: 0.010988712310791016 time: 1:50:38.015883
- B/E: 122 / 50 , Gen_loss: -0.3550597 MI_loss: 21.414135 Detection error: 0.010984241962432861 time: 1:50:38.767764
- B/E: 123 / 50 , Gen_loss: -0.34978348 MI_loss: 21.381622 Detection error: 0.010977327823638916 time: 1:50:39.525872
- B/E: 124 / 50 , Gen_loss: -0.3499574 MI_loss: 21.327843 Detection error: 0.01098102331161499 time: 1:50:40.399346
- B/E: 125 / 50 , Gen_loss: -0.34461433 MI_loss: 20.950584 Detection error: 0.010982155799865723 time: 1:50:41.255705
- B/E: 126 / 50 , Gen_loss: -0.3481298 MI_loss: 21.118378 Detection error: 0.010992646217346191 time: 1:50:42.112156
- B/E: 127 / 50 , Gen_loss: -0.34556094 MI_loss: 21.023039 Detection error: 0.010985374450683594 time: 1:50:43.057114
- B/E: 128 / 50 , Gen_loss: -0.34820554 MI_loss: 21.117525 Detection error: 0.010994195938110352 time: 1:50:43.926125
- B/E: 129 / 50 , Gen_loss: -0.3440082 MI_loss: 21.027674 Detection error: 0.011000216007232666 time: 1:50:44.755084
- B/E: 130 / 50 , Gen_loss: -0.34753594 MI_loss: 21.124508 Detection error: 0.011005699634552002 time: 1:50:45.611629
- B/E: 131 / 50 , Gen_loss: -0.35724506 MI_loss: 21.695427 Detection error: 0.01100921630859375 time: 1:50:46.469358
- B/E: 132 / 50 , Gen_loss: -0.3458092 MI_loss: 21.003408 Detection error: 0.011007547378540039 time: 1:50:47.344905
- B/E: 133 / 50 , Gen_loss: -0.355892 MI_loss: 21.764362 Detection error: 0.011012852191925049 time: 1:50:48.203786
- B/E: 134 / 50 , Gen_loss: -0.341206 MI_loss: 20.873156 Detection error: 0.011023163795471191 time: 1:50:48.981847
- B/E: 135 / 50 , Gen_loss: -0.35416812 MI_loss: 21.418032 Detection error: 0.01101905107498169 time: 1:50:49.732816
- B/E: 136 / 50 , Gen_loss: -0.34331098 MI_loss: 20.94545 Detection error: 0.011026442050933838 time: 1:50:50.567715
- B/E: 137 / 50 , Gen_loss: -0.34278834 MI_loss: 20.749949 Detection error: 0.011026501655578613 time: 1:50:51.427629
- B/E: 138 / 50 , Gen_loss: -0.33925033 MI_loss: 20.772394 Detection error: 0.011026740074157715 time: 1:50:52.285211
- B/E: 139 / 50 , Gen_loss: -0.35299975 MI_loss: 21.447943 Detection error: 0.01103144884109497 time: 1:50:53.143561
- B/E: 140 / 50 , Gen_loss: -0.34483537 MI_loss: 20.968775 Detection error: 0.011031687259674072 time: 1:50:54.002035
- B/E: 141 / 50 , Gen_loss: -0.35168493 MI_loss: 21.273123 Detection error: 0.011032342910766602 time: 1:50:54.823753
- B/E: 142 / 50 , Gen_loss: -0.35129207 MI_loss: 21.428854 Detection error: 0.011031687259674072 time: 1:50:55.576995
- B/E: 143 / 50 , Gen_loss: -0.35259965 MI_loss: 21.373386 Detection error: 0.011027991771697998 time: 1:50:56.528111
- B/E: 144 / 50 , Gen_loss: -0.34409565 MI_loss: 21.006844 Detection error: 0.011035323143005371 time: 1:50:57.414725
- B/E: 145 / 50 , Gen_loss: -0.3451225 MI_loss: 20.851524 Detection error: 0.011034667491912842 time: 1:50:58.278128
- B/E: 146 / 50 , Gen_loss: -0.3413414 MI_loss: 20.843351 Detection error: 0.011038482189178467 time: 1:50:59.135891
- B/E: 147 / 50 , Gen_loss: -0.35651183 MI_loss: 21.626245 Detection error: 0.011034607887268066 time: 1:50:59.995549
- B/E: 148 / 50 , Gen_loss: -0.35182014 MI_loss: 21.293835 Detection error: 0.011041522026062012 time: 1:51:00.785903
- B/E: 149 / 50 , Gen_loss: -0.3409678 MI_loss: 20.630259 Detection error: 0.011045396327972412 time: 1:51:01.631914
-
- Test Loss: 11.880346 Test Error: 0.011616647243499756
- -----
- EPOCH: 51
- B/E: 0 / 51 , Gen_loss: -0.34181085 MI_loss: 20.692614 Detection error: 0.011968731880187988 time: 1:51:03.558007
- B/E: 1 / 51 , Gen_loss: -0.32019845 MI_loss: 19.66235 Detection error: 0.013640642166137695 time: 1:51:10.713957
- B/E: 2 / 51 , Gen_loss: -0.333528 MI_loss: 20.172222 Detection error: 0.012458324432373047 time: 1:51:11.536685
- B/E: 3 / 51 , Gen_loss: -0.33608323 MI_loss: 20.47921 Detection error: 0.01237499713897705 time: 1:51:12.304892
- B/E: 4 / 51 , Gen_loss: -0.3382506 MI_loss: 20.53921 Detection error: 0.012193739414215088 time: 1:51:13.184841
- B/E: 5 / 51 , Gen_loss: -0.34959468 MI_loss: 21.466505 Detection error: 0.012083351612091064 time: 1:51:14.132747
- B/E: 6 / 51 , Gen_loss: -0.3483802 MI_loss: 21.318008 Detection error: 0.011973202228546143 time: 1:51:14.961880
- B/E: 7 / 51 , Gen_loss: -0.33600715 MI_loss: 20.469852 Detection error: 0.011921882629394531 time: 1:51:15.807613
- B/E: 8 / 51 , Gen_loss: -0.33030546 MI_loss: 20.03358 Detection error: 0.011732637882232666 time: 1:51:16.687404
- B/E: 9 / 51 , Gen_loss: -0.3453247 MI_loss: 21.117044 Detection error: 0.011653125286102295 time: 1:51:17.571096
- B/E: 10 / 51 , Gen_loss: -0.33465633 MI_loss: 20.167803 Detection error: 0.01155400276184082 time: 1:51:18.427401
- B/E: 11 / 51 , Gen_loss: -0.3482535 MI_loss: 21.173674 Detection error: 0.011539041996002197 time: 1:51:19.286566
- B/E: 12 / 51 , Gen_loss: -0.34041825 MI_loss: 20.600967 Detection error: 0.011538445949554443 time: 1:51:20.176553
- B/E: 13 / 51 , Gen_loss: -0.34989855 MI_loss: 21.25367 Detection error: 0.011500000953674316 time: 1:51:21.033187
- B/E: 14 / 51 , Gen_loss: -0.35005775 MI_loss: 21.20699 Detection error: 0.01147085428237915 time: 1:51:21.889494
- B/E: 15 / 51 , Gen_loss: -0.3453565 MI_loss: 20.96944 Detection error: 0.011449217796325684 time: 1:51:22.745916
- B/E: 16 / 51 , Gen_loss: -0.35192326 MI_loss: 21.248566 Detection error: 0.011393368244171143 time: 1:51:23.626462
- B/E: 17 / 51 , Gen_loss: -0.34539816 MI_loss: 20.8613 Detection error: 0.011307299137115479 time: 1:51:24.486341
- B/E: 18 / 51 , Gen_loss: -0.33866066 MI_loss: 20.668247 Detection error: 0.011273026466369629 time: 1:51:25.343383
- B/E: 19 / 51 , Gen_loss: -0.3430025 MI_loss: 21.018219 Detection error: 0.011243760585784912 time: 1:51:26.200394
- B/E: 20 / 51 , Gen_loss: -0.35467628 MI_loss: 21.287502 Detection error: 0.011242568492889404 time: 1:51:27.155834
- B/E: 21 / 51 , Gen_loss: -0.34755653 MI_loss: 21.162485 Detection error: 0.0112457275390625 time: 1:51:28.020770
- B/E: 22 / 51 , Gen_loss: -0.35053566 MI_loss: 21.213646 Detection error: 0.011248648166656494 time: 1:51:28.882017
- B/E: 23 / 51 , Gen_loss: -0.34231928 MI_loss: 20.677729 Detection error: 0.011218726634979248 time: 1:51:29.742369
- B/E: 24 / 51 , Gen_loss: -0.34681454 MI_loss: 21.109442 Detection error: 0.011216223239898682 time: 1:51:30.532541
- B/E: 25 / 51 , Gen_loss: -0.34077057 MI_loss: 20.61568 Detection error: 0.011207938194274902 time: 1:51:31.287102
- B/E: 26 / 51 , Gen_loss: -0.3437096 MI_loss: 20.94051 Detection error: 0.011266231536865234 time: 1:51:32.051279
- B/E: 27 / 51 , Gen_loss: -0.33501354 MI_loss: 20.542913 Detection error: 0.011272311210632324 time: 1:51:32.902173
- B/E: 28 / 51 , Gen_loss: -0.34610522 MI_loss: 21.127956 Detection error: 0.011247873306274414 time: 1:51:33.762417
- B/E: 29 / 51 , Gen_loss: -0.34142905 MI_loss: 20.802704 Detection error: 0.011256277561187744 time: 1:51:34.621223
- B/E: 30 / 51 , Gen_loss: -0.3402936 MI_loss: 20.440825 Detection error: 0.01121068000793457 time: 1:51:35.489351
- B/E: 31 / 51 , Gen_loss: -0.34269926 MI_loss: 20.94808 Detection error: 0.011198222637176514 time: 1:51:36.351441
- B/E: 32 / 51 , Gen_loss: -0.3501786 MI_loss: 21.346268 Detection error: 0.01119983196258545 time: 1:51:37.210982
- B/E: 33 / 51 , Gen_loss: -0.34967595 MI_loss: 21.291996 Detection error: 0.011160850524902344 time: 1:51:38.070369
- B/E: 34 / 51 , Gen_loss: -0.34725067 MI_loss: 21.135418 Detection error: 0.011161625385284424 time: 1:51:38.859436
- B/E: 35 / 51 , Gen_loss: -0.34133443 MI_loss: 20.654388 Detection error: 0.011124134063720703 time: 1:51:39.695937
- B/E: 36 / 51 , Gen_loss: -0.35885602 MI_loss: 21.73108 Detection error: 0.011121630668640137 time: 1:51:40.634495
- B/E: 37 / 51 , Gen_loss: -0.35214964 MI_loss: 21.398674 Detection error: 0.011111021041870117 time: 1:51:41.429412
- B/E: 38 / 51 , Gen_loss: -0.34013066 MI_loss: 20.803793 Detection error: 0.011112987995147705 time: 1:51:42.263889
- B/E: 39 / 51 , Gen_loss: -0.36194274 MI_loss: 21.84053 Detection error: 0.011111736297607422 time: 1:51:43.093309
- B/E: 40 / 51 , Gen_loss: -0.35296968 MI_loss: 21.27339 Detection error: 0.011090695858001709 time: 1:51:43.882173
- B/E: 41 / 51 , Gen_loss: -0.35448545 MI_loss: 21.452244 Detection error: 0.01109302043914795 time: 1:51:44.721383
- B/E: 42 / 51 , Gen_loss: -0.3512642 MI_loss: 21.260048 Detection error: 0.011055231094360352 time: 1:51:45.581069
- B/E: 43 / 51 , Gen_loss: -0.34582245 MI_loss: 21.001179 Detection error: 0.011063933372497559 time: 1:51:46.371688
- B/E: 44 / 51 , Gen_loss: -0.35307074 MI_loss: 21.425365 Detection error: 0.011069416999816895 time: 1:51:47.218534
- B/E: 45 / 51 , Gen_loss: -0.34570104 MI_loss: 20.986595 Detection error: 0.011085569858551025 time: 1:51:48.078618
- B/E: 46 / 51 , Gen_loss: -0.34883744 MI_loss: 21.235788 Detection error: 0.011084437370300293 time: 1:51:48.937811
- B/E: 47 / 51 , Gen_loss: -0.33947286 MI_loss: 20.507544 Detection error: 0.011082708835601807 time: 1:51:49.787747
- B/E: 48 / 51 , Gen_loss: -0.34217438 MI_loss: 20.896633 Detection error: 0.0110892653465271 time: 1:51:50.621683
- B/E: 49 / 51 , Gen_loss: -0.34563586 MI_loss: 21.10673 Detection error: 0.011091887950897217 time: 1:51:51.382478
- B/E: 50 / 51 , Gen_loss: -0.3428763 MI_loss: 20.844717 Detection error: 0.011090695858001709 time: 1:51:52.136210
- B/E: 51 / 51 , Gen_loss: -0.34937736 MI_loss: 21.297356 Detection error: 0.0110817551612854 time: 1:51:52.886260
- B/E: 52 / 51 , Gen_loss: -0.34459156 MI_loss: 20.926188 Detection error: 0.011078417301177979 time: 1:51:53.837092
- B/E: 53 / 51 , Gen_loss: -0.33857358 MI_loss: 20.441662 Detection error: 0.011082768440246582 time: 1:51:54.695355
- B/E: 54 / 51 , Gen_loss: -0.34266987 MI_loss: 20.790207 Detection error: 0.01108407974243164 time: 1:51:55.572527
- B/E: 55 / 51 , Gen_loss: -0.34044677 MI_loss: 20.570686 Detection error: 0.011058568954467773 time: 1:51:56.428702
- B/E: 56 / 51 , Gen_loss: -0.35127166 MI_loss: 21.29346 Detection error: 0.01104658842086792 time: 1:51:57.308342
- B/E: 57 / 51 , Gen_loss: -0.34140164 MI_loss: 20.708996 Detection error: 0.011033415794372559 time: 1:51:58.166337
- B/E: 58 / 51 , Gen_loss: -0.3465992 MI_loss: 21.136412 Detection error: 0.011028587818145752 time: 1:51:59.025563
- B/E: 59 / 51 , Gen_loss: -0.34129912 MI_loss: 20.732182 Detection error: 0.011036455631256104 time: 1:51:59.882366
- B/E: 60 / 51 , Gen_loss: -0.35531926 MI_loss: 21.40439 Detection error: 0.01103430986404419 time: 1:52:00.741086
- B/E: 61 / 51 , Gen_loss: -0.33729663 MI_loss: 20.546738 Detection error: 0.011030733585357666 time: 1:52:01.602197
- B/E: 62 / 51 , Gen_loss: -0.3467854 MI_loss: 21.039505 Detection error: 0.011030256748199463 time: 1:52:02.423868
- B/E: 63 / 51 , Gen_loss: -0.3409109 MI_loss: 20.64782 Detection error: 0.01103222370147705 time: 1:52:03.281546
- B/E: 64 / 51 , Gen_loss: -0.34010136 MI_loss: 20.824615 Detection error: 0.01103895902633667 time: 1:52:04.139653
- B/E: 65 / 51 , Gen_loss: -0.35539782 MI_loss: 21.492378 Detection error: 0.011029362678527832 time: 1:52:04.999038
- B/E: 66 / 51 , Gen_loss: -0.35733482 MI_loss: 21.683346 Detection error: 0.011022388935089111 time: 1:52:05.788143
- B/E: 67 / 51 , Gen_loss: -0.35261536 MI_loss: 21.41373 Detection error: 0.011014223098754883 time: 1:52:06.548158
- B/E: 68 / 51 , Gen_loss: -0.34391144 MI_loss: 20.911125 Detection error: 0.011011302471160889 time: 1:52:07.394627
- B/E: 69 / 51 , Gen_loss: -0.34563583 MI_loss: 21.015116 Detection error: 0.011024534702301025 time: 1:52:08.149284
- B/E: 70 / 51 , Gen_loss: -0.35534468 MI_loss: 21.576818 Detection error: 0.011015832424163818 time: 1:52:08.917697
- B/E: 71 / 51 , Gen_loss: -0.3391843 MI_loss: 20.473606 Detection error: 0.011023879051208496 time: 1:52:09.672177
- B/E: 72 / 51 , Gen_loss: -0.35590294 MI_loss: 21.665619 Detection error: 0.011030793190002441 time: 1:52:10.480169
- B/E: 73 / 51 , Gen_loss: -0.3576988 MI_loss: 21.561716 Detection error: 0.0110321044921875 time: 1:52:11.327230
- B/E: 74 / 51 , Gen_loss: -0.3483258 MI_loss: 21.251465 Detection error: 0.01102834939956665 time: 1:52:12.189618
- B/E: 75 / 51 , Gen_loss: -0.34710243 MI_loss: 21.083923 Detection error: 0.011018514633178711 time: 1:52:13.048564
- B/E: 76 / 51 , Gen_loss: -0.33828145 MI_loss: 20.460499 Detection error: 0.011022746562957764 time: 1:52:13.908549
- B/E: 77 / 51 , Gen_loss: -0.34492123 MI_loss: 20.960094 Detection error: 0.011024415493011475 time: 1:52:14.769603
- B/E: 78 / 51 , Gen_loss: -0.36039576 MI_loss: 21.736916 Detection error: 0.01102215051651001 time: 1:52:15.634065
- B/E: 79 / 51 , Gen_loss: -0.35219362 MI_loss: 21.510677 Detection error: 0.011035561561584473 time: 1:52:16.497758
- B/E: 80 / 51 , Gen_loss: -0.3467821 MI_loss: 20.984205 Detection error: 0.011043965816497803 time: 1:52:17.358210
- B/E: 81 / 51 , Gen_loss: -0.3460345 MI_loss: 20.807827 Detection error: 0.011030852794647217 time: 1:52:18.224299
- B/E: 82 / 51 , Gen_loss: -0.33756623 MI_loss: 20.563515 Detection error: 0.011030852794647217 time: 1:52:19.082531
- B/E: 83 / 51 , Gen_loss: -0.34215888 MI_loss: 20.739407 Detection error: 0.01102977991104126 time: 1:52:19.947309
- B/E: 84 / 51 , Gen_loss: -0.34029433 MI_loss: 20.569555 Detection error: 0.011024236679077148 time: 1:52:20.896195
- B/E: 85 / 51 , Gen_loss: -0.3524048 MI_loss: 21.219215 Detection error: 0.011007606983184814 time: 1:52:21.759233
- B/E: 86 / 51 , Gen_loss: -0.3461862 MI_loss: 21.106724 Detection error: 0.011007189750671387 time: 1:52:22.621996
- B/E: 87 / 51 , Gen_loss: -0.36124456 MI_loss: 21.663538 Detection error: 0.010989010334014893 time: 1:52:23.504870
- B/E: 88 / 51 , Gen_loss: -0.34876755 MI_loss: 21.162472 Detection error: 0.010978221893310547 time: 1:52:24.367736
- B/E: 89 / 51 , Gen_loss: -0.3494188 MI_loss: 21.196602 Detection error: 0.010991990566253662 time: 1:52:25.176399
- B/E: 90 / 51 , Gen_loss: -0.34569746 MI_loss: 20.89861 Detection error: 0.010988295078277588 time: 1:52:25.962589
- B/E: 91 / 51 , Gen_loss: -0.34663418 MI_loss: 20.868586 Detection error: 0.010991871356964111 time: 1:52:26.733020
- B/E: 92 / 51 , Gen_loss: -0.3439343 MI_loss: 20.802395 Detection error: 0.010983884334564209 time: 1:52:27.488557
- B/E: 93 / 51 , Gen_loss: -0.34553036 MI_loss: 21.027397 Detection error: 0.010989367961883545 time: 1:52:28.333113
- B/E: 94 / 51 , Gen_loss: -0.34775555 MI_loss: 21.26437 Detection error: 0.010997354984283447 time: 1:52:29.193086
- B/E: 95 / 51 , Gen_loss: -0.34203747 MI_loss: 20.85132 Detection error: 0.011006176471710205 time: 1:52:30.050248
- B/E: 96 / 51 , Gen_loss: -0.34765804 MI_loss: 21.186895 Detection error: 0.011001944541931152 time: 1:52:30.931395
- B/E: 97 / 51 , Gen_loss: -0.3478252 MI_loss: 21.153215 Detection error: 0.01099616289138794 time: 1:52:31.807148
- B/E: 98 / 51 , Gen_loss: -0.35012725 MI_loss: 21.222765 Detection error: 0.01098012924194336 time: 1:52:32.665522
- B/E: 99 / 51 , Gen_loss: -0.35019833 MI_loss: 21.141117 Detection error: 0.01097404956817627 time: 1:52:33.543551
- B/E: 100 / 51 , Gen_loss: -0.34610537 MI_loss: 21.09507 Detection error: 0.010980486869812012 time: 1:52:34.504978
- B/E: 101 / 51 , Gen_loss: -0.34664658 MI_loss: 21.133844 Detection error: 0.010986506938934326 time: 1:52:35.365346
- B/E: 102 / 51 , Gen_loss: -0.3414328 MI_loss: 20.867422 Detection error: 0.010993003845214844 time: 1:52:36.227168
- B/E: 103 / 51 , Gen_loss: -0.3502353 MI_loss: 21.250345 Detection error: 0.010984063148498535 time: 1:52:37.087349
- B/E: 104 / 51 , Gen_loss: -0.34287366 MI_loss: 20.914146 Detection error: 0.0109940767288208 time: 1:52:37.950275
- B/E: 105 / 51 , Gen_loss: -0.34384152 MI_loss: 20.973694 Detection error: 0.010993242263793945 time: 1:52:38.812798
- B/E: 106 / 51 , Gen_loss: -0.36537182 MI_loss: 22.237667 Detection error: 0.010996758937835693 time: 1:52:39.675209
- B/E: 107 / 51 , Gen_loss: -0.3383781 MI_loss: 20.485636 Detection error: 0.011006653308868408 time: 1:52:40.535374
- B/E: 108 / 51 , Gen_loss: -0.33688396 MI_loss: 20.381144 Detection error: 0.011005163192749023 time: 1:52:41.397394
- B/E: 109 / 51 , Gen_loss: -0.34506476 MI_loss: 20.984802 Detection error: 0.011004805564880371 time: 1:52:42.261119
- B/E: 110 / 51 , Gen_loss: -0.34618023 MI_loss: 20.782446 Detection error: 0.010990738868713379 time: 1:52:43.122241
- B/E: 111 / 51 , Gen_loss: -0.3529035 MI_loss: 21.24941 Detection error: 0.010987699031829834 time: 1:52:43.987381
- B/E: 112 / 51 , Gen_loss: -0.35820913 MI_loss: 21.590897 Detection error: 0.010983705520629883 time: 1:52:44.848510
- B/E: 113 / 51 , Gen_loss: -0.34828085 MI_loss: 21.410616 Detection error: 0.010986268520355225 time: 1:52:45.713825
- B/E: 114 / 51 , Gen_loss: -0.34185216 MI_loss: 20.910292 Detection error: 0.010994017124176025 time: 1:52:46.573552
- B/E: 115 / 51 , Gen_loss: -0.34446573 MI_loss: 20.762161 Detection error: 0.010991096496582031 time: 1:52:47.359356
- B/E: 116 / 51 , Gen_loss: -0.3470976 MI_loss: 21.144646 Detection error: 0.010990142822265625 time: 1:52:48.281814
- B/E: 117 / 51 , Gen_loss: -0.3492627 MI_loss: 21.239193 Detection error: 0.010998666286468506 time: 1:52:49.143873
- B/E: 118 / 51 , Gen_loss: -0.34815758 MI_loss: 21.118475 Detection error: 0.010990023612976074 time: 1:52:50.002662
- B/E: 119 / 51 , Gen_loss: -0.35094997 MI_loss: 21.300056 Detection error: 0.010988831520080566 time: 1:52:50.859665
- B/E: 120 / 51 , Gen_loss: -0.34988466 MI_loss: 21.375044 Detection error: 0.010985016822814941 time: 1:52:51.718947
- B/E: 121 / 51 , Gen_loss: -0.34945542 MI_loss: 21.378246 Detection error: 0.010991811752319336 time: 1:52:52.580424
- B/E: 122 / 51 , Gen_loss: -0.36512297 MI_loss: 22.040436 Detection error: 0.010984241962432861 time: 1:52:53.444210
- B/E: 123 / 51 , Gen_loss: -0.3454972 MI_loss: 20.96013 Detection error: 0.010984361171722412 time: 1:52:54.304152
- B/E: 124 / 51 , Gen_loss: -0.3469023 MI_loss: 20.986395 Detection error: 0.010985255241394043 time: 1:52:55.165544
- B/E: 125 / 51 , Gen_loss: -0.34138295 MI_loss: 20.657196 Detection error: 0.010988354682922363 time: 1:52:56.044882
- B/E: 126 / 51 , Gen_loss: -0.34722546 MI_loss: 21.223625 Detection error: 0.010996580123901367 time: 1:52:56.928393
- B/E: 127 / 51 , Gen_loss: -0.3438326 MI_loss: 20.995882 Detection error: 0.010993659496307373 time: 1:52:57.784833
- B/E: 128 / 51 , Gen_loss: -0.3530386 MI_loss: 21.406483 Detection error: 0.011002659797668457 time: 1:52:58.644188
- B/E: 129 / 51 , Gen_loss: -0.3352076 MI_loss: 20.56165 Detection error: 0.011002898216247559 time: 1:52:59.502005
- B/E: 130 / 51 , Gen_loss: -0.34358677 MI_loss: 20.82085 Detection error: 0.011011660099029541 time: 1:53:00.379157
- B/E: 131 / 51 , Gen_loss: -0.34491393 MI_loss: 20.972054 Detection error: 0.011016309261322021 time: 1:53:01.239261
- B/E: 132 / 51 , Gen_loss: -0.3577527 MI_loss: 21.566528 Detection error: 0.01101219654083252 time: 1:53:02.186059
- B/E: 133 / 51 , Gen_loss: -0.35273737 MI_loss: 21.42775 Detection error: 0.011016786098480225 time: 1:53:03.048017
- B/E: 134 / 51 , Gen_loss: -0.34795275 MI_loss: 21.170723 Detection error: 0.011025011539459229 time: 1:53:03.946245
- B/E: 135 / 51 , Gen_loss: -0.34844807 MI_loss: 21.08714 Detection error: 0.011026442050933838 time: 1:53:04.823410
- B/E: 136 / 51 , Gen_loss: -0.34669787 MI_loss: 21.103273 Detection error: 0.011032164096832275 time: 1:53:05.687128
- B/E: 137 / 51 , Gen_loss: -0.35064662 MI_loss: 21.224394 Detection error: 0.011035561561584473 time: 1:53:06.548741
- B/E: 138 / 51 , Gen_loss: -0.3506913 MI_loss: 21.368448 Detection error: 0.011038899421691895 time: 1:53:07.408512
- B/E: 139 / 51 , Gen_loss: -0.35240707 MI_loss: 21.3954 Detection error: 0.011050224304199219 time: 1:53:08.273039
- B/E: 140 / 51 , Gen_loss: -0.34328035 MI_loss: 20.990898 Detection error: 0.011047422885894775 time: 1:53:09.133981
- B/E: 141 / 51 , Gen_loss: -0.34046936 MI_loss: 20.591093 Detection error: 0.011049509048461914 time: 1:53:10.011620
- B/E: 142 / 51 , Gen_loss: -0.34930453 MI_loss: 21.159004 Detection error: 0.011047661304473877 time: 1:53:10.870271
- B/E: 143 / 51 , Gen_loss: -0.354782 MI_loss: 21.555624 Detection error: 0.011044025421142578 time: 1:53:11.740067
- B/E: 144 / 51 , Gen_loss: -0.33971912 MI_loss: 20.737034 Detection error: 0.011052131652832031 time: 1:53:12.601395
- B/E: 145 / 51 , Gen_loss: -0.3515908 MI_loss: 21.213177 Detection error: 0.011052250862121582 time: 1:53:13.461800
- B/E: 146 / 51 , Gen_loss: -0.3527794 MI_loss: 21.33432 Detection error: 0.011045515537261963 time: 1:53:14.296750
- B/E: 147 / 51 , Gen_loss: -0.35120493 MI_loss: 21.321012 Detection error: 0.011050701141357422 time: 1:53:15.171168
- B/E: 148 / 51 , Gen_loss: -0.34970096 MI_loss: 21.160852 Detection error: 0.011051595211029053 time: 1:53:16.075825
- B/E: 149 / 51 , Gen_loss: -0.3562428 MI_loss: 21.632542 Detection error: 0.011056900024414062 time: 1:53:16.921408
-
- Test Loss: 11.808315 Test Error: 0.011508345603942871
- -----
- EPOCH: 52
- B/E: 0 / 52 , Gen_loss: -0.3411361 MI_loss: 20.656368 Detection error: 0.012093722820281982 time: 1:53:18.885577
- B/E: 1 / 52 , Gen_loss: -0.3158808 MI_loss: 19.517008 Detection error: 0.013484358787536621 time: 1:53:26.159917
- B/E: 2 / 52 , Gen_loss: -0.3380402 MI_loss: 20.552738 Detection error: 0.012458324432373047 time: 1:53:27.036329
- B/E: 3 / 52 , Gen_loss: -0.33978057 MI_loss: 20.61954 Detection error: 0.01224219799041748 time: 1:53:27.902134
- B/E: 4 / 52 , Gen_loss: -0.3462145 MI_loss: 20.837814 Detection error: 0.012081265449523926 time: 1:53:28.728615
- B/E: 5 / 52 , Gen_loss: -0.34070832 MI_loss: 20.82623 Detection error: 0.011911451816558838 time: 1:53:29.613600
- B/E: 6 / 52 , Gen_loss: -0.33738774 MI_loss: 20.486927 Detection error: 0.011861622333526611 time: 1:53:30.469821
- B/E: 7 / 52 , Gen_loss: -0.3514108 MI_loss: 21.460815 Detection error: 0.011808574199676514 time: 1:53:31.326278
- B/E: 8 / 52 , Gen_loss: -0.35554436 MI_loss: 21.538033 Detection error: 0.01157987117767334 time: 1:53:32.137401
- B/E: 9 / 52 , Gen_loss: -0.34162608 MI_loss: 20.817297 Detection error: 0.011521875858306885 time: 1:53:33.000193
- B/E: 10 / 52 , Gen_loss: -0.3506083 MI_loss: 21.359913 Detection error: 0.011508524417877197 time: 1:53:33.947372
- B/E: 11 / 52 , Gen_loss: -0.35177436 MI_loss: 21.361607 Detection error: 0.011468768119812012 time: 1:53:34.805950
- B/E: 12 / 52 , Gen_loss: -0.34804845 MI_loss: 21.211548 Detection error: 0.011502385139465332 time: 1:53:35.664594
- B/E: 13 / 52 , Gen_loss: -0.35562247 MI_loss: 21.415543 Detection error: 0.011430799961090088 time: 1:53:36.467811
- B/E: 14 / 52 , Gen_loss: -0.34671086 MI_loss: 20.960537 Detection error: 0.011414587497711182 time: 1:53:37.246616
- B/E: 15 / 52 , Gen_loss: -0.35128945 MI_loss: 21.231144 Detection error: 0.011351585388183594 time: 1:53:37.997134
- B/E: 16 / 52 , Gen_loss: -0.34600964 MI_loss: 20.951382 Detection error: 0.011284947395324707 time: 1:53:38.756630
- B/E: 17 / 52 , Gen_loss: -0.35598567 MI_loss: 21.609457 Detection error: 0.011250019073486328 time: 1:53:39.652239
- B/E: 18 / 52 , Gen_loss: -0.34030226 MI_loss: 20.601025 Detection error: 0.0111924409866333 time: 1:53:40.527300
- B/E: 19 / 52 , Gen_loss: -0.3309048 MI_loss: 20.13237 Detection error: 0.011171877384185791 time: 1:53:41.399689
- B/E: 20 / 52 , Gen_loss: -0.34688446 MI_loss: 21.183283 Detection error: 0.011206865310668945 time: 1:53:42.290607
- B/E: 21 / 52 , Gen_loss: -0.34462583 MI_loss: 21.05963 Detection error: 0.011241495609283447 time: 1:53:43.073563
- B/E: 22 / 52 , Gen_loss: -0.35029086 MI_loss: 21.123985 Detection error: 0.011216044425964355 time: 1:53:43.824353
- B/E: 23 / 52 , Gen_loss: -0.35669512 MI_loss: 21.589527 Detection error: 0.01119530200958252 time: 1:53:44.577738
- B/E: 24 / 52 , Gen_loss: -0.3488506 MI_loss: 21.198193 Detection error: 0.01119375228881836 time: 1:53:45.382265
- B/E: 25 / 52 , Gen_loss: -0.34871978 MI_loss: 21.212252 Detection error: 0.011194705963134766 time: 1:53:46.337735
- B/E: 26 / 52 , Gen_loss: -0.33245337 MI_loss: 20.219307 Detection error: 0.011250019073486328 time: 1:53:47.101954
- B/E: 27 / 52 , Gen_loss: -0.3580807 MI_loss: 21.734997 Detection error: 0.011227667331695557 time: 1:53:47.955729
- B/E: 28 / 52 , Gen_loss: -0.35380384 MI_loss: 21.51669 Detection error: 0.011228442192077637 time: 1:53:48.815477
- B/E: 29 / 52 , Gen_loss: -0.3322885 MI_loss: 20.145557 Detection error: 0.011218726634979248 time: 1:53:49.604137
- B/E: 30 / 52 , Gen_loss: -0.3500047 MI_loss: 21.244928 Detection error: 0.011168360710144043 time: 1:53:50.390500
- B/E: 31 / 52 , Gen_loss: -0.33808014 MI_loss: 20.57299 Detection error: 0.01114743947982788 time: 1:53:51.246370
- B/E: 32 / 52 , Gen_loss: -0.3310701 MI_loss: 19.98188 Detection error: 0.01114112138748169 time: 1:53:52.107466
- B/E: 33 / 52 , Gen_loss: -0.3431716 MI_loss: 20.775078 Detection error: 0.011120378971099854 time: 1:53:52.964855
- B/E: 34 / 52 , Gen_loss: -0.35230717 MI_loss: 21.320349 Detection error: 0.011111617088317871 time: 1:53:53.826963
- B/E: 35 / 52 , Gen_loss: -0.35753286 MI_loss: 21.702602 Detection error: 0.011104166507720947 time: 1:53:54.684171
- B/E: 36 / 52 , Gen_loss: -0.35397395 MI_loss: 21.568207 Detection error: 0.011090397834777832 time: 1:53:55.533862
- B/E: 37 / 52 , Gen_loss: -0.3505681 MI_loss: 21.14657 Detection error: 0.011086344718933105 time: 1:53:56.390597
- B/E: 38 / 52 , Gen_loss: -0.3573857 MI_loss: 21.638805 Detection error: 0.011100172996520996 time: 1:53:57.248966
- B/E: 39 / 52 , Gen_loss: -0.35296825 MI_loss: 21.203566 Detection error: 0.011084377765655518 time: 1:53:58.121811
- B/E: 40 / 52 , Gen_loss: -0.35236374 MI_loss: 21.230412 Detection error: 0.01106250286102295 time: 1:53:58.928977
- B/E: 41 / 52 , Gen_loss: -0.35376006 MI_loss: 21.558098 Detection error: 0.011064708232879639 time: 1:53:59.766735
- B/E: 42 / 52 , Gen_loss: -0.3486816 MI_loss: 21.147085 Detection error: 0.011042892932891846 time: 1:54:00.518917
- B/E: 43 / 52 , Gen_loss: -0.35025316 MI_loss: 21.18387 Detection error: 0.01103907823562622 time: 1:54:01.369594
- B/E: 44 / 52 , Gen_loss: -0.3502318 MI_loss: 21.343897 Detection error: 0.011040270328521729 time: 1:54:02.226306
- B/E: 45 / 52 , Gen_loss: -0.36653453 MI_loss: 22.193972 Detection error: 0.011052966117858887 time: 1:54:03.109110
- B/E: 46 / 52 , Gen_loss: -0.34988603 MI_loss: 21.141806 Detection error: 0.01105719804763794 time: 1:54:03.970698
- B/E: 47 / 52 , Gen_loss: -0.34882507 MI_loss: 21.216805 Detection error: 0.011029303073883057 time: 1:54:04.830125
- B/E: 48 / 52 , Gen_loss: -0.354155 MI_loss: 21.617208 Detection error: 0.01105356216430664 time: 1:54:05.691009
- B/E: 49 / 52 , Gen_loss: -0.35483766 MI_loss: 21.60918 Detection error: 0.011070609092712402 time: 1:54:06.568742
- B/E: 50 / 52 , Gen_loss: -0.34801373 MI_loss: 21.025528 Detection error: 0.011060059070587158 time: 1:54:07.426562
- B/E: 51 / 52 , Gen_loss: -0.3517449 MI_loss: 21.489265 Detection error: 0.011060714721679688 time: 1:54:08.284987
- B/E: 52 / 52 , Gen_loss: -0.35089257 MI_loss: 21.277565 Detection error: 0.01105421781539917 time: 1:54:09.144376
- B/E: 53 / 52 , Gen_loss: -0.34736675 MI_loss: 20.955341 Detection error: 0.011059045791625977 time: 1:54:10.024612
- B/E: 54 / 52 , Gen_loss: -0.3517828 MI_loss: 21.451994 Detection error: 0.011053979396820068 time: 1:54:10.882499
- B/E: 55 / 52 , Gen_loss: -0.3583314 MI_loss: 21.592789 Detection error: 0.011037945747375488 time: 1:54:11.745631
- B/E: 56 / 52 , Gen_loss: -0.3506927 MI_loss: 21.300291 Detection error: 0.011022448539733887 time: 1:54:12.605170
- B/E: 57 / 52 , Gen_loss: -0.3449552 MI_loss: 20.973166 Detection error: 0.011017262935638428 time: 1:54:13.561116
- B/E: 58 / 52 , Gen_loss: -0.338633 MI_loss: 20.303242 Detection error: 0.011002123355865479 time: 1:54:14.423542
- B/E: 59 / 52 , Gen_loss: -0.33917806 MI_loss: 20.557756 Detection error: 0.011014580726623535 time: 1:54:15.281478
- B/E: 60 / 52 , Gen_loss: -0.34678793 MI_loss: 20.927923 Detection error: 0.011010229587554932 time: 1:54:16.139189
- B/E: 61 / 52 , Gen_loss: -0.3444543 MI_loss: 21.041903 Detection error: 0.0110090970993042 time: 1:54:16.996809
- B/E: 62 / 52 , Gen_loss: -0.35052282 MI_loss: 21.348251 Detection error: 0.011010885238647461 time: 1:54:17.857775
- B/E: 63 / 52 , Gen_loss: -0.34103534 MI_loss: 20.790112 Detection error: 0.01100391149520874 time: 1:54:18.715558
- B/E: 64 / 52 , Gen_loss: -0.3497503 MI_loss: 21.37565 Detection error: 0.011005759239196777 time: 1:54:19.576841
- B/E: 65 / 52 , Gen_loss: -0.34403902 MI_loss: 20.90373 Detection error: 0.011007547378540039 time: 1:54:20.437511
- B/E: 66 / 52 , Gen_loss: -0.3538698 MI_loss: 21.367899 Detection error: 0.010997653007507324 time: 1:54:21.300068
- B/E: 67 / 52 , Gen_loss: -0.3605612 MI_loss: 21.832056 Detection error: 0.010986685752868652 time: 1:54:22.160702
- B/E: 68 / 52 , Gen_loss: -0.3464224 MI_loss: 21.07211 Detection error: 0.010994553565979004 time: 1:54:23.018665
- B/E: 69 / 52 , Gen_loss: -0.34534338 MI_loss: 20.940863 Detection error: 0.010999977588653564 time: 1:54:23.879447
- B/E: 70 / 52 , Gen_loss: -0.36013517 MI_loss: 21.792633 Detection error: 0.010985016822814941 time: 1:54:24.741312
- B/E: 71 / 52 , Gen_loss: -0.3550695 MI_loss: 21.506319 Detection error: 0.01099175214767456 time: 1:54:25.604327
- B/E: 72 / 52 , Gen_loss: -0.3515402 MI_loss: 21.332832 Detection error: 0.010995268821716309 time: 1:54:26.463274
- B/E: 73 / 52 , Gen_loss: -0.35150537 MI_loss: 21.442457 Detection error: 0.01098775863647461 time: 1:54:27.403180
- B/E: 74 / 52 , Gen_loss: -0.3596262 MI_loss: 21.867071 Detection error: 0.010988354682922363 time: 1:54:28.262020
- B/E: 75 / 52 , Gen_loss: -0.332125 MI_loss: 20.257868 Detection error: 0.010982334613800049 time: 1:54:29.124897
- B/E: 76 / 52 , Gen_loss: -0.34260288 MI_loss: 20.81367 Detection error: 0.010989069938659668 time: 1:54:29.983726
- B/E: 77 / 52 , Gen_loss: -0.34286064 MI_loss: 20.812775 Detection error: 0.010982394218444824 time: 1:54:30.840757
- B/E: 78 / 52 , Gen_loss: -0.3450405 MI_loss: 20.914272 Detection error: 0.010983407497406006 time: 1:54:31.698139
- B/E: 79 / 52 , Gen_loss: -0.3484248 MI_loss: 21.165703 Detection error: 0.010991036891937256 time: 1:54:32.559510
- B/E: 80 / 52 , Gen_loss: -0.3441956 MI_loss: 20.947052 Detection error: 0.010999619960784912 time: 1:54:33.421720
- B/E: 81 / 52 , Gen_loss: -0.35523838 MI_loss: 21.467916 Detection error: 0.010993123054504395 time: 1:54:34.283541
- B/E: 82 / 52 , Gen_loss: -0.35505265 MI_loss: 21.562763 Detection error: 0.01099097728729248 time: 1:54:35.145177
- B/E: 83 / 52 , Gen_loss: -0.3493155 MI_loss: 21.181498 Detection error: 0.010992586612701416 time: 1:54:36.036053
- B/E: 84 / 52 , Gen_loss: -0.3507448 MI_loss: 21.341179 Detection error: 0.010992646217346191 time: 1:54:36.841846
- B/E: 85 / 52 , Gen_loss: -0.3353464 MI_loss: 20.329197 Detection error: 0.010972023010253906 time: 1:54:37.592180
- B/E: 86 / 52 , Gen_loss: -0.35161534 MI_loss: 21.372276 Detection error: 0.010978102684020996 time: 1:54:38.363222
- B/E: 87 / 52 , Gen_loss: -0.3480202 MI_loss: 21.09277 Detection error: 0.010959148406982422 time: 1:54:39.114848
- B/E: 88 / 52 , Gen_loss: -0.35482973 MI_loss: 21.422016 Detection error: 0.010945916175842285 time: 1:54:39.885491
- B/E: 89 / 52 , Gen_loss: -0.34025547 MI_loss: 20.842844 Detection error: 0.010957956314086914 time: 1:54:40.820048
- B/E: 90 / 52 , Gen_loss: -0.34506315 MI_loss: 20.931618 Detection error: 0.010953664779663086 time: 1:54:41.679068
- B/E: 91 / 52 , Gen_loss: -0.34483686 MI_loss: 21.016714 Detection error: 0.01095890998840332 time: 1:54:42.477990
- B/E: 92 / 52 , Gen_loss: -0.34866607 MI_loss: 21.124481 Detection error: 0.010948896408081055 time: 1:54:43.346651
- B/E: 93 / 52 , Gen_loss: -0.34796697 MI_loss: 21.108055 Detection error: 0.010950803756713867 time: 1:54:44.204453
- B/E: 94 / 52 , Gen_loss: -0.35621953 MI_loss: 21.743761 Detection error: 0.010968446731567383 time: 1:54:45.060747
- B/E: 95 / 52 , Gen_loss: -0.34228775 MI_loss: 20.768991 Detection error: 0.010974287986755371 time: 1:54:45.922603
- B/E: 96 / 52 , Gen_loss: -0.35370418 MI_loss: 21.53029 Detection error: 0.010971307754516602 time: 1:54:46.785575
- B/E: 97 / 52 , Gen_loss: -0.3506969 MI_loss: 21.243301 Detection error: 0.010956287384033203 time: 1:54:47.648135
- B/E: 98 / 52 , Gen_loss: -0.33596668 MI_loss: 20.247799 Detection error: 0.01094663143157959 time: 1:54:48.508219
- B/E: 99 / 52 , Gen_loss: -0.3451986 MI_loss: 21.014778 Detection error: 0.010949671268463135 time: 1:54:49.368992
- B/E: 100 / 52 , Gen_loss: -0.35522318 MI_loss: 21.505127 Detection error: 0.010946452617645264 time: 1:54:50.226366
- B/E: 101 / 52 , Gen_loss: -0.33757803 MI_loss: 20.564568 Detection error: 0.010953724384307861 time: 1:54:51.086802
- B/E: 102 / 52 , Gen_loss: -0.35262188 MI_loss: 21.323174 Detection error: 0.010953247547149658 time: 1:54:51.965005
- B/E: 103 / 52 , Gen_loss: -0.35173094 MI_loss: 21.377634 Detection error: 0.010945320129394531 time: 1:54:52.821883
- B/E: 104 / 52 , Gen_loss: -0.3457029 MI_loss: 20.996914 Detection error: 0.010954737663269043 time: 1:54:53.679033
- B/E: 105 / 52 , Gen_loss: -0.3481809 MI_loss: 21.10093 Detection error: 0.010950148105621338 time: 1:54:54.637970
- B/E: 106 / 52 , Gen_loss: -0.3447543 MI_loss: 20.911787 Detection error: 0.010952949523925781 time: 1:54:55.497133
- B/E: 107 / 52 , Gen_loss: -0.34719 MI_loss: 21.088116 Detection error: 0.0109635591506958 time: 1:54:56.355345
- B/E: 108 / 52 , Gen_loss: -0.34700423 MI_loss: 21.19742 Detection error: 0.010965287685394287 time: 1:54:57.214582
- B/E: 109 / 52 , Gen_loss: -0.34555727 MI_loss: 20.961952 Detection error: 0.010961055755615234 time: 1:54:58.061239
- B/E: 110 / 52 , Gen_loss: -0.34868455 MI_loss: 20.899792 Detection error: 0.010947942733764648 time: 1:54:58.915175
- B/E: 111 / 52 , Gen_loss: -0.35647073 MI_loss: 21.55727 Detection error: 0.010946691036224365 time: 1:54:59.772653
- B/E: 112 / 52 , Gen_loss: -0.35719445 MI_loss: 21.584509 Detection error: 0.010943055152893066 time: 1:55:00.630088
- B/E: 113 / 52 , Gen_loss: -0.3431102 MI_loss: 20.740995 Detection error: 0.010942161083221436 time: 1:55:01.489445
- B/E: 114 / 52 , Gen_loss: -0.34172907 MI_loss: 20.728855 Detection error: 0.010945379734039307 time: 1:55:02.351078
- B/E: 115 / 52 , Gen_loss: -0.3414048 MI_loss: 20.476852 Detection error: 0.010941803455352783 time: 1:55:03.208188
- B/E: 116 / 52 , Gen_loss: -0.34697756 MI_loss: 21.160765 Detection error: 0.010946035385131836 time: 1:55:04.090995
- B/E: 117 / 52 , Gen_loss: -0.34805408 MI_loss: 21.174341 Detection error: 0.010942816734313965 time: 1:55:04.881366
- B/E: 118 / 52 , Gen_loss: -0.34415826 MI_loss: 20.893312 Detection error: 0.010935664176940918 time: 1:55:05.638306
- B/E: 119 / 52 , Gen_loss: -0.34672654 MI_loss: 21.12717 Detection error: 0.010930180549621582 time: 1:55:06.402478
- B/E: 120 / 52 , Gen_loss: -0.33429593 MI_loss: 20.338348 Detection error: 0.010925590991973877 time: 1:55:07.175889
- B/E: 121 / 52 , Gen_loss: -0.35703596 MI_loss: 21.605875 Detection error: 0.010928809642791748 time: 1:55:08.010192
- B/E: 122 / 52 , Gen_loss: -0.34931356 MI_loss: 21.218952 Detection error: 0.010922789573669434 time: 1:55:08.761517
- B/E: 123 / 52 , Gen_loss: -0.35094345 MI_loss: 21.222471 Detection error: 0.010917365550994873 time: 1:55:09.539947
- B/E: 124 / 52 , Gen_loss: -0.3520725 MI_loss: 21.423044 Detection error: 0.010927021503448486 time: 1:55:10.294327
- B/E: 125 / 52 , Gen_loss: -0.35160357 MI_loss: 21.337376 Detection error: 0.010931789875030518 time: 1:55:11.051490
- B/E: 126 / 52 , Gen_loss: -0.34561256 MI_loss: 21.061039 Detection error: 0.010943174362182617 time: 1:55:11.803352
- B/E: 127 / 52 , Gen_loss: -0.35738814 MI_loss: 21.757175 Detection error: 0.010938942432403564 time: 1:55:12.552529
- B/E: 128 / 52 , Gen_loss: -0.3452529 MI_loss: 21.001194 Detection error: 0.010948419570922852 time: 1:55:13.321722
- B/E: 129 / 52 , Gen_loss: -0.353 MI_loss: 21.535982 Detection error: 0.010952413082122803 time: 1:55:14.135178
- B/E: 130 / 52 , Gen_loss: -0.3544611 MI_loss: 21.516008 Detection error: 0.010958969593048096 time: 1:55:14.932421
- B/E: 131 / 52 , Gen_loss: -0.35085708 MI_loss: 21.264643 Detection error: 0.0109635591506958 time: 1:55:15.681905
- B/E: 132 / 52 , Gen_loss: -0.35848156 MI_loss: 21.68086 Detection error: 0.010960042476654053 time: 1:55:16.432907
- B/E: 133 / 52 , Gen_loss: -0.34039766 MI_loss: 20.82022 Detection error: 0.010964810848236084 time: 1:55:17.224982
- B/E: 134 / 52 , Gen_loss: -0.3508128 MI_loss: 21.438135 Detection error: 0.010971546173095703 time: 1:55:18.004262
- B/E: 135 / 52 , Gen_loss: -0.3468593 MI_loss: 21.118559 Detection error: 0.010973811149597168 time: 1:55:18.851651
- B/E: 136 / 52 , Gen_loss: -0.35367805 MI_loss: 21.511337 Detection error: 0.010978102684020996 time: 1:55:19.709403
- B/E: 137 / 52 , Gen_loss: -0.3309571 MI_loss: 20.01471 Detection error: 0.010985732078552246 time: 1:55:20.665185
- B/E: 138 / 52 , Gen_loss: -0.35549164 MI_loss: 21.4979 Detection error: 0.010985851287841797 time: 1:55:21.525719
- B/E: 139 / 52 , Gen_loss: -0.33999223 MI_loss: 20.663063 Detection error: 0.010988593101501465 time: 1:55:22.382669
- B/E: 140 / 52 , Gen_loss: -0.34063524 MI_loss: 20.748838 Detection error: 0.010989785194396973 time: 1:55:23.239739
- B/E: 141 / 52 , Gen_loss: -0.3438339 MI_loss: 20.799236 Detection error: 0.010989904403686523 time: 1:55:24.102934
- B/E: 142 / 52 , Gen_loss: -0.35218126 MI_loss: 21.364727 Detection error: 0.01098930835723877 time: 1:55:24.962558
- B/E: 143 / 52 , Gen_loss: -0.34646776 MI_loss: 21.199602 Detection error: 0.010988712310791016 time: 1:55:25.821583
- B/E: 144 / 52 , Gen_loss: -0.34897473 MI_loss: 21.191744 Detection error: 0.010992884635925293 time: 1:55:26.679389
- B/E: 145 / 52 , Gen_loss: -0.3549499 MI_loss: 21.431988 Detection error: 0.010994672775268555 time: 1:55:27.539692
- B/E: 146 / 52 , Gen_loss: -0.34382984 MI_loss: 20.82326 Detection error: 0.010997891426086426 time: 1:55:28.404272
- B/E: 147 / 52 , Gen_loss: -0.3543097 MI_loss: 21.435867 Detection error: 0.010999798774719238 time: 1:55:29.261371
- B/E: 148 / 52 , Gen_loss: -0.35494843 MI_loss: 21.599648 Detection error: 0.011002719402313232 time: 1:55:30.135179
- B/E: 149 / 52 , Gen_loss: -0.35001603 MI_loss: 21.240059 Detection error: 0.011004805564880371 time: 1:55:30.992388
-
- Test Loss: 11.756608 Test Error: 0.011283338069915771
- -----
- EPOCH: 53
- B/E: 0 / 53 , Gen_loss: -0.3343755 MI_loss: 20.390247 Detection error: 0.012343764305114746 time: 1:55:32.989898
- B/E: 1 / 53 , Gen_loss: -0.29956812 MI_loss: 18.2915 Detection error: 0.013265609741210938 time: 1:55:40.419702
- B/E: 2 / 53 , Gen_loss: -0.33971635 MI_loss: 20.58482 Detection error: 0.01211458444595337 time: 1:55:41.389881
- B/E: 3 / 53 , Gen_loss: -0.34085527 MI_loss: 20.728163 Detection error: 0.011976540088653564 time: 1:55:42.267752
- B/E: 4 / 53 , Gen_loss: -0.34499097 MI_loss: 20.961504 Detection error: 0.011793732643127441 time: 1:55:43.131976
- B/E: 5 / 53 , Gen_loss: -0.3497372 MI_loss: 21.34699 Detection error: 0.011692702770233154 time: 1:55:43.937068
- B/E: 6 / 53 , Gen_loss: -0.33862168 MI_loss: 20.691916 Detection error: 0.011732161045074463 time: 1:55:44.794832
- B/E: 7 / 53 , Gen_loss: -0.3437136 MI_loss: 20.970882 Detection error: 0.011746108531951904 time: 1:55:45.654194
- B/E: 8 / 53 , Gen_loss: -0.34528375 MI_loss: 20.950462 Detection error: 0.011545121669769287 time: 1:55:46.536431
- B/E: 9 / 53 , Gen_loss: -0.34029058 MI_loss: 20.661314 Detection error: 0.011481225490570068 time: 1:55:47.395604
- B/E: 10 / 53 , Gen_loss: -0.34932077 MI_loss: 21.148577 Detection error: 0.011411905288696289 time: 1:55:48.257710
- B/E: 11 / 53 , Gen_loss: -0.34627473 MI_loss: 20.947563 Detection error: 0.011385440826416016 time: 1:55:49.117371
- B/E: 12 / 53 , Gen_loss: -0.34704295 MI_loss: 21.016542 Detection error: 0.011420667171478271 time: 1:55:49.998758
- B/E: 13 / 53 , Gen_loss: -0.35258597 MI_loss: 21.283459 Detection error: 0.011390626430511475 time: 1:55:50.859642
- B/E: 14 / 53 , Gen_loss: -0.36214352 MI_loss: 21.820362 Detection error: 0.011377096176147461 time: 1:55:51.719991
- B/E: 15 / 53 , Gen_loss: -0.34421983 MI_loss: 20.906958 Detection error: 0.011320292949676514 time: 1:55:52.580347
- B/E: 16 / 53 , Gen_loss: -0.35056615 MI_loss: 21.235527 Detection error: 0.01123899221420288 time: 1:55:53.438973
- B/E: 17 / 53 , Gen_loss: -0.33976555 MI_loss: 20.683563 Detection error: 0.011222243309020996 time: 1:55:54.359082
- B/E: 18 / 53 , Gen_loss: -0.34703454 MI_loss: 21.006792 Detection error: 0.011159539222717285 time: 1:55:55.325588
- B/E: 19 / 53 , Gen_loss: -0.32833248 MI_loss: 19.994118 Detection error: 0.011150002479553223 time: 1:55:56.179180
- B/E: 20 / 53 , Gen_loss: -0.3434136 MI_loss: 20.737652 Detection error: 0.011163711547851562 time: 1:55:57.033735
- B/E: 21 / 53 , Gen_loss: -0.33732185 MI_loss: 20.42446 Detection error: 0.011166214942932129 time: 1:55:57.897077
- B/E: 22 / 53 , Gen_loss: -0.352633 MI_loss: 21.363178 Detection error: 0.011139929294586182 time: 1:55:58.759644
- B/E: 23 / 53 , Gen_loss: -0.34817508 MI_loss: 21.047611 Detection error: 0.011144518852233887 time: 1:55:59.622484
- B/E: 24 / 53 , Gen_loss: -0.35324758 MI_loss: 21.459684 Detection error: 0.01113748550415039 time: 1:56:00.410467
- B/E: 25 / 53 , Gen_loss: -0.34437704 MI_loss: 20.880896 Detection error: 0.011151432991027832 time: 1:56:01.166517
- B/E: 26 / 53 , Gen_loss: -0.34897217 MI_loss: 21.304974 Detection error: 0.011209487915039062 time: 1:56:02.025877
- B/E: 27 / 53 , Gen_loss: -0.35223743 MI_loss: 21.337107 Detection error: 0.011203110218048096 time: 1:56:02.862038
- B/E: 28 / 53 , Gen_loss: -0.35427877 MI_loss: 21.390785 Detection error: 0.011187493801116943 time: 1:56:03.727961
- B/E: 29 / 53 , Gen_loss: -0.34587228 MI_loss: 21.300886 Detection error: 0.011189579963684082 time: 1:56:04.517413
- B/E: 30 / 53 , Gen_loss: -0.3419479 MI_loss: 20.71312 Detection error: 0.011152207851409912 time: 1:56:05.332436
- B/E: 31 / 53 , Gen_loss: -0.34990424 MI_loss: 21.21325 Detection error: 0.011117160320281982 time: 1:56:06.168157
- B/E: 32 / 53 , Gen_loss: -0.3441273 MI_loss: 20.744392 Detection error: 0.011117398738861084 time: 1:56:07.021501
- B/E: 33 / 53 , Gen_loss: -0.34238544 MI_loss: 20.81852 Detection error: 0.011091887950897217 time: 1:56:07.927525
- B/E: 34 / 53 , Gen_loss: -0.35034996 MI_loss: 21.329369 Detection error: 0.011091947555541992 time: 1:56:08.928985
- B/E: 35 / 53 , Gen_loss: -0.35559195 MI_loss: 21.608332 Detection error: 0.011085927486419678 time: 1:56:09.805878
- B/E: 36 / 53 , Gen_loss: -0.36016008 MI_loss: 21.861246 Detection error: 0.011074304580688477 time: 1:56:10.666762
- B/E: 37 / 53 , Gen_loss: -0.35018194 MI_loss: 21.093248 Detection error: 0.011050164699554443 time: 1:56:11.533927
- B/E: 38 / 53 , Gen_loss: -0.3410413 MI_loss: 20.708094 Detection error: 0.011073708534240723 time: 1:56:12.397460
- B/E: 39 / 53 , Gen_loss: -0.34867427 MI_loss: 21.05739 Detection error: 0.011050760746002197 time: 1:56:13.255731
- B/E: 40 / 53 , Gen_loss: -0.3571609 MI_loss: 21.57754 Detection error: 0.01102590560913086 time: 1:56:14.114443
- B/E: 41 / 53 , Gen_loss: -0.34300116 MI_loss: 20.693726 Detection error: 0.01102381944656372 time: 1:56:14.970886
- B/E: 42 / 53 , Gen_loss: -0.35010704 MI_loss: 21.2761 Detection error: 0.011027634143829346 time: 1:56:15.830577
- B/E: 43 / 53 , Gen_loss: -0.35047138 MI_loss: 21.157295 Detection error: 0.011004984378814697 time: 1:56:16.687691
- B/E: 44 / 53 , Gen_loss: -0.3431934 MI_loss: 20.995447 Detection error: 0.011020839214324951 time: 1:56:17.478351
- B/E: 45 / 53 , Gen_loss: -0.34604016 MI_loss: 21.088516 Detection error: 0.011029183864593506 time: 1:56:18.227972
- B/E: 46 / 53 , Gen_loss: -0.35587314 MI_loss: 21.492653 Detection error: 0.01101595163345337 time: 1:56:18.979071
- B/E: 47 / 53 , Gen_loss: -0.35626966 MI_loss: 21.648655 Detection error: 0.011020839214324951 time: 1:56:19.751620
- B/E: 48 / 53 , Gen_loss: -0.35631725 MI_loss: 21.724901 Detection error: 0.011027395725250244 time: 1:56:20.626083
- B/E: 49 / 53 , Gen_loss: -0.34780392 MI_loss: 21.043484 Detection error: 0.011035025119781494 time: 1:56:21.483992
- B/E: 50 / 53 , Gen_loss: -0.34251904 MI_loss: 20.781334 Detection error: 0.011038601398468018 time: 1:56:22.340234
- B/E: 51 / 53 , Gen_loss: -0.35389453 MI_loss: 21.614223 Detection error: 0.01103907823562622 time: 1:56:23.216325
- B/E: 52 / 53 , Gen_loss: -0.35812977 MI_loss: 21.65027 Detection error: 0.011021792888641357 time: 1:56:24.078180
- B/E: 53 / 53 , Gen_loss: -0.3548293 MI_loss: 21.553553 Detection error: 0.01103585958480835 time: 1:56:24.939934
- B/E: 54 / 53 , Gen_loss: -0.35122538 MI_loss: 21.292578 Detection error: 0.01102215051651001 time: 1:56:25.801787
- B/E: 55 / 53 , Gen_loss: -0.34349588 MI_loss: 20.686869 Detection error: 0.01100778579711914 time: 1:56:26.685994
- B/E: 56 / 53 , Gen_loss: -0.36380056 MI_loss: 22.049347 Detection error: 0.010993421077728271 time: 1:56:27.567537
- B/E: 57 / 53 , Gen_loss: -0.34980303 MI_loss: 21.30067 Detection error: 0.010987043380737305 time: 1:56:28.426272
- B/E: 58 / 53 , Gen_loss: -0.34310973 MI_loss: 20.85343 Detection error: 0.010985195636749268 time: 1:56:29.282363
- B/E: 59 / 53 , Gen_loss: -0.34939986 MI_loss: 21.066965 Detection error: 0.01100313663482666 time: 1:56:30.138406
- B/E: 60 / 53 , Gen_loss: -0.34598243 MI_loss: 20.919874 Detection error: 0.010992288589477539 time: 1:56:30.999887
- B/E: 61 / 53 , Gen_loss: -0.34567547 MI_loss: 20.983055 Detection error: 0.010983884334564209 time: 1:56:31.857659
- B/E: 62 / 53 , Gen_loss: -0.35342565 MI_loss: 21.47085 Detection error: 0.010992586612701416 time: 1:56:32.714099
- B/E: 63 / 53 , Gen_loss: -0.34828508 MI_loss: 21.0119 Detection error: 0.010996103286743164 time: 1:56:33.671078
- B/E: 64 / 53 , Gen_loss: -0.3480187 MI_loss: 21.29646 Detection error: 0.011005282402038574 time: 1:56:34.538353
- B/E: 65 / 53 , Gen_loss: -0.34595618 MI_loss: 20.879019 Detection error: 0.0109938383102417 time: 1:56:35.401129
- B/E: 66 / 53 , Gen_loss: -0.36082962 MI_loss: 21.763676 Detection error: 0.010989248752593994 time: 1:56:36.264099
- B/E: 67 / 53 , Gen_loss: -0.35154524 MI_loss: 21.308102 Detection error: 0.010981619358062744 time: 1:56:37.124403
- B/E: 68 / 53 , Gen_loss: -0.34000194 MI_loss: 20.671484 Detection error: 0.010980069637298584 time: 1:56:37.987316
- B/E: 69 / 53 , Gen_loss: -0.33549294 MI_loss: 20.483828 Detection error: 0.010986626148223877 time: 1:56:38.849287
- B/E: 70 / 53 , Gen_loss: -0.35107055 MI_loss: 21.118996 Detection error: 0.010984182357788086 time: 1:56:39.708078
- B/E: 71 / 53 , Gen_loss: -0.3438871 MI_loss: 20.751389 Detection error: 0.010988712310791016 time: 1:56:40.568835
- B/E: 72 / 53 , Gen_loss: -0.34617102 MI_loss: 20.941095 Detection error: 0.01098930835723877 time: 1:56:41.431331
- B/E: 73 / 53 , Gen_loss: -0.33956143 MI_loss: 20.54584 Detection error: 0.010983943939208984 time: 1:56:42.299507
- B/E: 74 / 53 , Gen_loss: -0.35417515 MI_loss: 21.537577 Detection error: 0.010981261730194092 time: 1:56:43.158680
- B/E: 75 / 53 , Gen_loss: -0.34136128 MI_loss: 20.715288 Detection error: 0.010974109172821045 time: 1:56:44.018078
- B/E: 76 / 53 , Gen_loss: -0.3435961 MI_loss: 20.953358 Detection error: 0.010978519916534424 time: 1:56:44.879796
- B/E: 77 / 53 , Gen_loss: -0.3487073 MI_loss: 21.044003 Detection error: 0.010970771312713623 time: 1:56:45.746135
- B/E: 78 / 53 , Gen_loss: -0.34565046 MI_loss: 20.915941 Detection error: 0.010964393615722656 time: 1:56:46.606804
- B/E: 79 / 53 , Gen_loss: -0.35065854 MI_loss: 21.280664 Detection error: 0.010975778102874756 time: 1:56:47.544038
- B/E: 80 / 53 , Gen_loss: -0.35147223 MI_loss: 21.384666 Detection error: 0.010981082916259766 time: 1:56:48.412338
- B/E: 81 / 53 , Gen_loss: -0.3446621 MI_loss: 21.039211 Detection error: 0.010977506637573242 time: 1:56:49.274383
- B/E: 82 / 53 , Gen_loss: -0.35079053 MI_loss: 21.238811 Detection error: 0.010969102382659912 time: 1:56:50.133981
- B/E: 83 / 53 , Gen_loss: -0.3458156 MI_loss: 20.990946 Detection error: 0.010969102382659912 time: 1:56:50.991029
- B/E: 84 / 53 , Gen_loss: -0.34548113 MI_loss: 21.103636 Detection error: 0.010973513126373291 time: 1:56:51.791500
- B/E: 85 / 53 , Gen_loss: -0.35814068 MI_loss: 21.624378 Detection error: 0.010949492454528809 time: 1:56:52.553526
- B/E: 86 / 53 , Gen_loss: -0.3505383 MI_loss: 21.271753 Detection error: 0.010954737663269043 time: 1:56:53.330677
- B/E: 87 / 53 , Gen_loss: -0.3530872 MI_loss: 21.471996 Detection error: 0.010937154293060303 time: 1:56:54.084318
- B/E: 88 / 53 , Gen_loss: -0.3486288 MI_loss: 21.176174 Detection error: 0.010929763317108154 time: 1:56:54.945812
- B/E: 89 / 53 , Gen_loss: -0.34833914 MI_loss: 21.347515 Detection error: 0.010939955711364746 time: 1:56:55.807096
- B/E: 90 / 53 , Gen_loss: -0.3521343 MI_loss: 21.351036 Detection error: 0.010938525199890137 time: 1:56:56.687426
- B/E: 91 / 53 , Gen_loss: -0.34174606 MI_loss: 20.648209 Detection error: 0.010944604873657227 time: 1:56:57.548175
- B/E: 92 / 53 , Gen_loss: -0.33939505 MI_loss: 20.566528 Detection error: 0.010930776596069336 time: 1:56:58.413975
- B/E: 93 / 53 , Gen_loss: -0.35210383 MI_loss: 21.472713 Detection error: 0.010925889015197754 time: 1:56:59.280410
- B/E: 94 / 53 , Gen_loss: -0.34352908 MI_loss: 20.93438 Detection error: 0.010949015617370605 time: 1:57:00.083777
- B/E: 95 / 53 , Gen_loss: -0.35208198 MI_loss: 21.366198 Detection error: 0.01095670461654663 time: 1:57:00.988860
- B/E: 96 / 53 , Gen_loss: -0.334143 MI_loss: 20.178703 Detection error: 0.01095038652420044 time: 1:57:01.862589
- B/E: 97 / 53 , Gen_loss: -0.34617266 MI_loss: 20.890394 Detection error: 0.01094067096710205 time: 1:57:02.721806
- B/E: 98 / 53 , Gen_loss: -0.35131276 MI_loss: 21.339706 Detection error: 0.01092994213104248 time: 1:57:03.581033
- B/E: 99 / 53 , Gen_loss: -0.35058847 MI_loss: 21.209965 Detection error: 0.010928750038146973 time: 1:57:04.462415
- B/E: 100 / 53 , Gen_loss: -0.3614977 MI_loss: 21.918474 Detection error: 0.010924816131591797 time: 1:57:05.330786
- B/E: 101 / 53 , Gen_loss: -0.35133836 MI_loss: 21.40155 Detection error: 0.010929524898529053 time: 1:57:06.188952
- B/E: 102 / 53 , Gen_loss: -0.35688323 MI_loss: 21.710321 Detection error: 0.01093447208404541 time: 1:57:07.049005
- B/E: 103 / 53 , Gen_loss: -0.33914223 MI_loss: 20.478966 Detection error: 0.010929405689239502 time: 1:57:07.912855
- B/E: 104 / 53 , Gen_loss: -0.34380728 MI_loss: 20.864494 Detection error: 0.010934829711914062 time: 1:57:08.776427
- B/E: 105 / 53 , Gen_loss: -0.34688002 MI_loss: 21.01946 Detection error: 0.010930120944976807 time: 1:57:09.636001
- B/E: 106 / 53 , Gen_loss: -0.34806663 MI_loss: 21.1672 Detection error: 0.010934889316558838 time: 1:57:10.494493
- B/E: 107 / 53 , Gen_loss: -0.35076165 MI_loss: 21.289293 Detection error: 0.010942399501800537 time: 1:57:11.358846
- B/E: 108 / 53 , Gen_loss: -0.3431732 MI_loss: 20.900505 Detection error: 0.010942935943603516 time: 1:57:12.222199
- B/E: 109 / 53 , Gen_loss: -0.35536128 MI_loss: 21.528173 Detection error: 0.010932981967926025 time: 1:57:13.082859
- B/E: 110 / 53 , Gen_loss: -0.34027624 MI_loss: 20.488747 Detection error: 0.010927379131317139 time: 1:57:13.947697
- B/E: 111 / 53 , Gen_loss: -0.35444078 MI_loss: 21.530624 Detection error: 0.010919928550720215 time: 1:57:14.890879
- B/E: 112 / 53 , Gen_loss: -0.35046196 MI_loss: 21.163912 Detection error: 0.010917603969573975 time: 1:57:15.678452
- B/E: 113 / 53 , Gen_loss: -0.3481332 MI_loss: 21.318829 Detection error: 0.010927081108093262 time: 1:57:16.455576
- B/E: 114 / 53 , Gen_loss: -0.34383467 MI_loss: 20.981705 Detection error: 0.010932326316833496 time: 1:57:17.326920
- B/E: 115 / 53 , Gen_loss: -0.3454021 MI_loss: 20.923407 Detection error: 0.010930478572845459 time: 1:57:18.191723
- B/E: 116 / 53 , Gen_loss: -0.3452084 MI_loss: 20.962605 Detection error: 0.010931074619293213 time: 1:57:18.984232
- B/E: 117 / 53 , Gen_loss: -0.34237394 MI_loss: 20.967512 Detection error: 0.010933518409729004 time: 1:57:19.744267
- B/E: 118 / 53 , Gen_loss: -0.35090482 MI_loss: 21.18441 Detection error: 0.01091909408569336 time: 1:57:20.496790
- B/E: 119 / 53 , Gen_loss: -0.3418329 MI_loss: 20.73845 Detection error: 0.010920822620391846 time: 1:57:21.246301
- B/E: 120 / 53 , Gen_loss: -0.35241005 MI_loss: 21.502375 Detection error: 0.010914266109466553 time: 1:57:21.998199
- B/E: 121 / 53 , Gen_loss: -0.3485195 MI_loss: 21.336956 Detection error: 0.010923385620117188 time: 1:57:22.752736
- B/E: 122 / 53 , Gen_loss: -0.35006025 MI_loss: 21.081957 Detection error: 0.010917186737060547 time: 1:57:23.595540
- B/E: 123 / 53 , Gen_loss: -0.361745 MI_loss: 21.944998 Detection error: 0.010909020900726318 time: 1:57:24.454586
- B/E: 124 / 53 , Gen_loss: -0.34107697 MI_loss: 20.748539 Detection error: 0.010912001132965088 time: 1:57:25.318888
- B/E: 125 / 53 , Gen_loss: -0.35198233 MI_loss: 21.473465 Detection error: 0.01091986894607544 time: 1:57:26.200417
- B/E: 126 / 53 , Gen_loss: -0.3558789 MI_loss: 21.692177 Detection error: 0.010924935340881348 time: 1:57:27.065495
- B/E: 127 / 53 , Gen_loss: -0.34315985 MI_loss: 20.818987 Detection error: 0.01091843843460083 time: 1:57:28.014550
- B/E: 128 / 53 , Gen_loss: -0.3510579 MI_loss: 21.24838 Detection error: 0.010926365852355957 time: 1:57:28.876831
- B/E: 129 / 53 , Gen_loss: -0.35482794 MI_loss: 21.53393 Detection error: 0.010932683944702148 time: 1:57:29.758919
- B/E: 130 / 53 , Gen_loss: -0.341033 MI_loss: 20.640427 Detection error: 0.010944664478302002 time: 1:57:30.623077
- B/E: 131 / 53 , Gen_loss: -0.3594512 MI_loss: 21.715122 Detection error: 0.010948419570922852 time: 1:57:31.487473
- B/E: 132 / 53 , Gen_loss: -0.3554938 MI_loss: 21.474087 Detection error: 0.010945737361907959 time: 1:57:32.269059
- B/E: 133 / 53 , Gen_loss: -0.3587277 MI_loss: 21.83963 Detection error: 0.010951042175292969 time: 1:57:33.022635
- B/E: 134 / 53 , Gen_loss: -0.34165698 MI_loss: 20.83952 Detection error: 0.010955095291137695 time: 1:57:33.918208
- B/E: 135 / 53 , Gen_loss: -0.35038528 MI_loss: 21.189014 Detection error: 0.010955214500427246 time: 1:57:34.779318
- B/E: 136 / 53 , Gen_loss: -0.35669288 MI_loss: 21.760935 Detection error: 0.010957777500152588 time: 1:57:35.644147
- B/E: 137 / 53 , Gen_loss: -0.35843822 MI_loss: 21.74918 Detection error: 0.010965347290039062 time: 1:57:36.513269
- B/E: 138 / 53 , Gen_loss: -0.35223866 MI_loss: 21.438517 Detection error: 0.010967373847961426 time: 1:57:37.382462
- B/E: 139 / 53 , Gen_loss: -0.34852627 MI_loss: 21.346907 Detection error: 0.010975003242492676 time: 1:57:38.242881
- B/E: 140 / 53 , Gen_loss: -0.34173417 MI_loss: 20.828644 Detection error: 0.010976314544677734 time: 1:57:39.104757
- B/E: 141 / 53 , Gen_loss: -0.3478992 MI_loss: 21.022095 Detection error: 0.010973572731018066 time: 1:57:39.964877
- B/E: 142 / 53 , Gen_loss: -0.3512166 MI_loss: 21.258726 Detection error: 0.010972023010253906 time: 1:57:40.827770
- B/E: 143 / 53 , Gen_loss: -0.34966272 MI_loss: 21.074673 Detection error: 0.010967433452606201 time: 1:57:41.788176
- B/E: 144 / 53 , Gen_loss: -0.3308436 MI_loss: 20.186241 Detection error: 0.01097780466079712 time: 1:57:42.651287
- B/E: 145 / 53 , Gen_loss: -0.34782287 MI_loss: 21.118172 Detection error: 0.010981619358062744 time: 1:57:43.514709
- B/E: 146 / 53 , Gen_loss: -0.3405129 MI_loss: 20.552036 Detection error: 0.01097935438156128 time: 1:57:44.377282
- B/E: 147 / 53 , Gen_loss: -0.34303734 MI_loss: 20.682241 Detection error: 0.010981857776641846 time: 1:57:45.242429
- B/E: 148 / 53 , Gen_loss: -0.35392934 MI_loss: 21.455406 Detection error: 0.010983645915985107 time: 1:57:46.105621
- B/E: 149 / 53 , Gen_loss: -0.3355791 MI_loss: 20.572756 Detection error: 0.010987520217895508 time: 1:57:46.963774
-
- Test Loss: 11.740564 Test Error: 0.011241674423217773
- -----
- EPOCH: 54
- B/E: 0 / 54 , Gen_loss: -0.3499522 MI_loss: 21.224016 Detection error: 0.011437475681304932 time: 1:57:48.958500
- B/E: 1 / 54 , Gen_loss: -0.32775772 MI_loss: 20.210411 Detection error: 0.013437509536743164 time: 1:57:56.459978
- B/E: 2 / 54 , Gen_loss: -0.33345217 MI_loss: 20.002785 Detection error: 0.012250006198883057 time: 1:57:57.335690
- B/E: 3 / 54 , Gen_loss: -0.3469106 MI_loss: 21.194918 Detection error: 0.012164056301116943 time: 1:57:58.198686
- B/E: 4 / 54 , Gen_loss: -0.33899483 MI_loss: 20.691948 Detection error: 0.012093722820281982 time: 1:57:59.080933
- B/E: 5 / 54 , Gen_loss: -0.33792728 MI_loss: 20.629395 Detection error: 0.011796891689300537 time: 1:58:00.032209
- B/E: 6 / 54 , Gen_loss: -0.34101078 MI_loss: 20.700523 Detection error: 0.01177680492401123 time: 1:58:00.898434
- B/E: 7 / 54 , Gen_loss: -0.3316447 MI_loss: 20.040833 Detection error: 0.011742174625396729 time: 1:58:01.765644
- B/E: 8 / 54 , Gen_loss: -0.34168026 MI_loss: 20.747726 Detection error: 0.011559009552001953 time: 1:58:02.648062
- B/E: 9 / 54 , Gen_loss: -0.3479602 MI_loss: 21.310589 Detection error: 0.011475026607513428 time: 1:58:03.509891
- B/E: 10 / 54 , Gen_loss: -0.34802467 MI_loss: 21.317627 Detection error: 0.011406242847442627 time: 1:58:04.380504
- B/E: 11 / 54 , Gen_loss: -0.34561756 MI_loss: 20.970837 Detection error: 0.011390626430511475 time: 1:58:05.238379
- B/E: 12 / 54 , Gen_loss: -0.358079 MI_loss: 21.7626 Detection error: 0.01143026351928711 time: 1:58:06.117013
- B/E: 13 / 54 , Gen_loss: -0.3452908 MI_loss: 20.98947 Detection error: 0.01138615608215332 time: 1:58:06.975370
- B/E: 14 / 54 , Gen_loss: -0.3488258 MI_loss: 21.214571 Detection error: 0.01134788990020752 time: 1:58:07.835160
- B/E: 15 / 54 , Gen_loss: -0.34726647 MI_loss: 20.962912 Detection error: 0.01128321886062622 time: 1:58:08.694288
- B/E: 16 / 54 , Gen_loss: -0.34166223 MI_loss: 20.582827 Detection error: 0.011218726634979248 time: 1:58:09.551459
- B/E: 17 / 54 , Gen_loss: -0.35708842 MI_loss: 21.51082 Detection error: 0.011203110218048096 time: 1:58:10.408729
- B/E: 18 / 54 , Gen_loss: -0.34374315 MI_loss: 20.891426 Detection error: 0.011141419410705566 time: 1:58:11.265154
- B/E: 19 / 54 , Gen_loss: -0.33632657 MI_loss: 20.446413 Detection error: 0.011123418807983398 time: 1:58:12.122767
- B/E: 20 / 54 , Gen_loss: -0.354145 MI_loss: 21.583551 Detection error: 0.011154770851135254 time: 1:58:13.081051
- B/E: 21 / 54 , Gen_loss: -0.3444731 MI_loss: 20.890493 Detection error: 0.011169016361236572 time: 1:58:13.942788
- B/E: 22 / 54 , Gen_loss: -0.36025667 MI_loss: 21.805677 Detection error: 0.011125028133392334 time: 1:58:14.804604
- B/E: 23 / 54 , Gen_loss: -0.34847218 MI_loss: 21.117783 Detection error: 0.0111159086227417 time: 1:58:15.666349
- B/E: 24 / 54 , Gen_loss: -0.3541928 MI_loss: 21.541992 Detection error: 0.011112511157989502 time: 1:58:16.528713
- B/E: 25 / 54 , Gen_loss: -0.34588292 MI_loss: 20.938313 Detection error: 0.011121392250061035 time: 1:58:17.394176
- B/E: 26 / 54 , Gen_loss: -0.33623174 MI_loss: 20.402454 Detection error: 0.011164367198944092 time: 1:58:18.254335
- B/E: 27 / 54 , Gen_loss: -0.3446377 MI_loss: 21.041376 Detection error: 0.01114732027053833 time: 1:58:19.115710
- B/E: 28 / 54 , Gen_loss: -0.34573773 MI_loss: 20.844543 Detection error: 0.01113903522491455 time: 1:58:19.978679
- B/E: 29 / 54 , Gen_loss: -0.35213032 MI_loss: 21.360697 Detection error: 0.011136472225189209 time: 1:58:20.835871
- B/E: 30 / 54 , Gen_loss: -0.34074932 MI_loss: 20.644619 Detection error: 0.011102795600891113 time: 1:58:21.701332
- B/E: 31 / 54 , Gen_loss: -0.35700536 MI_loss: 21.645926 Detection error: 0.011077165603637695 time: 1:58:22.560831
- B/E: 32 / 54 , Gen_loss: -0.34934735 MI_loss: 21.252281 Detection error: 0.011089980602264404 time: 1:58:23.420057
- B/E: 33 / 54 , Gen_loss: -0.34910166 MI_loss: 21.123299 Detection error: 0.011052370071411133 time: 1:58:24.277536
- B/E: 34 / 54 , Gen_loss: -0.34308067 MI_loss: 20.844452 Detection error: 0.011050879955291748 time: 1:58:25.138975
- B/E: 35 / 54 , Gen_loss: -0.35070568 MI_loss: 21.404621 Detection error: 0.01103907823562622 time: 1:58:25.998990
- B/E: 36 / 54 , Gen_loss: -0.35370445 MI_loss: 21.422377 Detection error: 0.011014342308044434 time: 1:58:26.939160
- B/E: 37 / 54 , Gen_loss: -0.3576349 MI_loss: 21.576122 Detection error: 0.01102137565612793 time: 1:58:27.799530
- B/E: 38 / 54 , Gen_loss: -0.34827816 MI_loss: 21.155537 Detection error: 0.01101762056350708 time: 1:58:28.663660
- B/E: 39 / 54 , Gen_loss: -0.34778506 MI_loss: 21.103 Detection error: 0.011008620262145996 time: 1:58:29.523155
- B/E: 40 / 54 , Gen_loss: -0.3565683 MI_loss: 21.47786 Detection error: 0.010993123054504395 time: 1:58:30.381012
- B/E: 41 / 54 , Gen_loss: -0.3570948 MI_loss: 21.603476 Detection error: 0.010977685451507568 time: 1:58:31.238706
- B/E: 42 / 54 , Gen_loss: -0.35486773 MI_loss: 21.566938 Detection error: 0.010980367660522461 time: 1:58:32.027637
- B/E: 43 / 54 , Gen_loss: -0.35484135 MI_loss: 21.39418 Detection error: 0.010982930660247803 time: 1:58:32.778568
- B/E: 44 / 54 , Gen_loss: -0.3484615 MI_loss: 21.322897 Detection error: 0.010984718799591064 time: 1:58:33.529661
- B/E: 45 / 54 , Gen_loss: -0.35533464 MI_loss: 21.686014 Detection error: 0.010993897914886475 time: 1:58:34.313905
- B/E: 46 / 54 , Gen_loss: -0.35046443 MI_loss: 21.327862 Detection error: 0.010999977588653564 time: 1:58:35.188266
- B/E: 47 / 54 , Gen_loss: -0.35220507 MI_loss: 21.359447 Detection error: 0.010984361171722412 time: 1:58:36.083588
- B/E: 48 / 54 , Gen_loss: -0.35785237 MI_loss: 21.742626 Detection error: 0.01101464033126831 time: 1:58:36.942455
- B/E: 49 / 54 , Gen_loss: -0.35018206 MI_loss: 21.359684 Detection error: 0.01101750135421753 time: 1:58:37.799949
- B/E: 50 / 54 , Gen_loss: -0.3412015 MI_loss: 20.698761 Detection error: 0.01101595163345337 time: 1:58:38.659319
- B/E: 51 / 54 , Gen_loss: -0.34370935 MI_loss: 20.989477 Detection error: 0.011006593704223633 time: 1:58:39.535861
- B/E: 52 / 54 , Gen_loss: -0.36288002 MI_loss: 22.069683 Detection error: 0.011001765727996826 time: 1:58:40.484417
- B/E: 53 / 54 , Gen_loss: -0.3431691 MI_loss: 20.852295 Detection error: 0.011019110679626465 time: 1:58:41.346918
- B/E: 54 / 54 , Gen_loss: -0.34234935 MI_loss: 20.619518 Detection error: 0.011007964611053467 time: 1:58:42.128729
- B/E: 55 / 54 , Gen_loss: -0.35784736 MI_loss: 21.60314 Detection error: 0.010987162590026855 time: 1:58:42.898566
- B/E: 56 / 54 , Gen_loss: -0.35557196 MI_loss: 21.535795 Detection error: 0.010972559452056885 time: 1:58:43.652666
- B/E: 57 / 54 , Gen_loss: -0.34852412 MI_loss: 21.010607 Detection error: 0.010961771011352539 time: 1:58:44.413938
- B/E: 58 / 54 , Gen_loss: -0.3531034 MI_loss: 21.559927 Detection error: 0.010956048965454102 time: 1:58:45.286614
- B/E: 59 / 54 , Gen_loss: -0.34383827 MI_loss: 20.905817 Detection error: 0.010973453521728516 time: 1:58:46.146480
- B/E: 60 / 54 , Gen_loss: -0.3525266 MI_loss: 21.341284 Detection error: 0.010959506034851074 time: 1:58:47.007563
- B/E: 61 / 54 , Gen_loss: -0.33938786 MI_loss: 20.67167 Detection error: 0.01095515489578247 time: 1:58:47.871077
- B/E: 62 / 54 , Gen_loss: -0.34493378 MI_loss: 21.042234 Detection error: 0.010959327220916748 time: 1:58:48.728232
- B/E: 63 / 54 , Gen_loss: -0.3488533 MI_loss: 21.233974 Detection error: 0.010958492755889893 time: 1:58:49.583899
- B/E: 64 / 54 , Gen_loss: -0.3526552 MI_loss: 21.425205 Detection error: 0.010952413082122803 time: 1:58:50.443658
- B/E: 65 / 54 , Gen_loss: -0.34056762 MI_loss: 20.661064 Detection error: 0.010950744152069092 time: 1:58:51.303136
- B/E: 66 / 54 , Gen_loss: -0.349605 MI_loss: 21.17129 Detection error: 0.010947763919830322 time: 1:58:52.160826
- B/E: 67 / 54 , Gen_loss: -0.35833725 MI_loss: 21.86364 Detection error: 0.010938405990600586 time: 1:58:53.022246
- B/E: 68 / 54 , Gen_loss: -0.34966415 MI_loss: 21.232058 Detection error: 0.01093977689743042 time: 1:58:53.981671
- B/E: 69 / 54 , Gen_loss: -0.35036868 MI_loss: 21.069653 Detection error: 0.01094508171081543 time: 1:58:54.846776
- B/E: 70 / 54 , Gen_loss: -0.3532703 MI_loss: 21.550926 Detection error: 0.010945439338684082 time: 1:58:55.708956
- B/E: 71 / 54 , Gen_loss: -0.33636853 MI_loss: 20.304382 Detection error: 0.0109444260597229 time: 1:58:56.571549
- B/E: 72 / 54 , Gen_loss: -0.35228366 MI_loss: 21.4397 Detection error: 0.010945618152618408 time: 1:58:57.434602
- B/E: 73 / 54 , Gen_loss: -0.35502875 MI_loss: 21.551966 Detection error: 0.010946393013000488 time: 1:58:58.300036
- B/E: 74 / 54 , Gen_loss: -0.3451427 MI_loss: 20.94519 Detection error: 0.010941267013549805 time: 1:58:59.162849
- B/E: 75 / 54 , Gen_loss: -0.35456213 MI_loss: 21.588955 Detection error: 0.01093834638595581 time: 1:59:00.023719
- B/E: 76 / 54 , Gen_loss: -0.3395122 MI_loss: 20.784441 Detection error: 0.010937511920928955 time: 1:59:00.886940
- B/E: 77 / 54 , Gen_loss: -0.34701186 MI_loss: 20.890247 Detection error: 0.010938704013824463 time: 1:59:01.759133
- B/E: 78 / 54 , Gen_loss: -0.3495047 MI_loss: 21.09769 Detection error: 0.010930001735687256 time: 1:59:02.622970
- B/E: 79 / 54 , Gen_loss: -0.35106534 MI_loss: 21.41617 Detection error: 0.010946512222290039 time: 1:59:03.494474
- B/E: 80 / 54 , Gen_loss: -0.34361714 MI_loss: 20.837225 Detection error: 0.010955989360809326 time: 1:59:04.374492
- B/E: 81 / 54 , Gen_loss: -0.3366473 MI_loss: 20.319298 Detection error: 0.01094740629196167 time: 1:59:05.162854
- B/E: 82 / 54 , Gen_loss: -0.3496577 MI_loss: 21.21503 Detection error: 0.010941267013549805 time: 1:59:05.957903
- B/E: 83 / 54 , Gen_loss: -0.3444795 MI_loss: 20.84174 Detection error: 0.010940849781036377 time: 1:59:06.711338
- B/E: 84 / 54 , Gen_loss: -0.3372882 MI_loss: 20.42744 Detection error: 0.010942280292510986 time: 1:59:07.561892
- B/E: 85 / 54 , Gen_loss: -0.3448056 MI_loss: 20.754356 Detection error: 0.010918617248535156 time: 1:59:08.317050
- B/E: 86 / 54 , Gen_loss: -0.34717143 MI_loss: 21.027449 Detection error: 0.010919511318206787 time: 1:59:09.169743
- B/E: 87 / 54 , Gen_loss: -0.350148 MI_loss: 21.293726 Detection error: 0.010907292366027832 time: 1:59:10.028756
- B/E: 88 / 54 , Gen_loss: -0.35779622 MI_loss: 21.80579 Detection error: 0.010898172855377197 time: 1:59:10.819496
- B/E: 89 / 54 , Gen_loss: -0.3517925 MI_loss: 21.4527 Detection error: 0.010912179946899414 time: 1:59:11.567973
- B/E: 90 / 54 , Gen_loss: -0.3486732 MI_loss: 21.140736 Detection error: 0.010908305644989014 time: 1:59:12.331416
- B/E: 91 / 54 , Gen_loss: -0.34694692 MI_loss: 21.21707 Detection error: 0.010913372039794922 time: 1:59:13.198336
- B/E: 92 / 54 , Gen_loss: -0.34296447 MI_loss: 20.807096 Detection error: 0.010907232761383057 time: 1:59:14.059070
- B/E: 93 / 54 , Gen_loss: -0.35656336 MI_loss: 21.698898 Detection error: 0.0109022855758667 time: 1:59:14.843980
- B/E: 94 / 54 , Gen_loss: -0.34428096 MI_loss: 20.919785 Detection error: 0.01091843843460083 time: 1:59:15.642181
- B/E: 95 / 54 , Gen_loss: -0.3456028 MI_loss: 20.949902 Detection error: 0.010920584201812744 time: 1:59:16.411323
- B/E: 96 / 54 , Gen_loss: -0.3595698 MI_loss: 21.735668 Detection error: 0.010914623737335205 time: 1:59:17.241088
- B/E: 97 / 54 , Gen_loss: -0.3544182 MI_loss: 21.530893 Detection error: 0.010911345481872559 time: 1:59:18.099550
- B/E: 98 / 54 , Gen_loss: -0.3504498 MI_loss: 21.244158 Detection error: 0.010895490646362305 time: 1:59:18.961078
- B/E: 99 / 54 , Gen_loss: -0.35802194 MI_loss: 21.56408 Detection error: 0.010893464088439941 time: 1:59:19.836265
- B/E: 100 / 54 , Gen_loss: -0.3392403 MI_loss: 20.653618 Detection error: 0.01089698076248169 time: 1:59:20.795504
- B/E: 101 / 54 , Gen_loss: -0.34028867 MI_loss: 20.704037 Detection error: 0.010901331901550293 time: 1:59:21.656102
- B/E: 102 / 54 , Gen_loss: -0.3460101 MI_loss: 21.061953 Detection error: 0.01090383529663086 time: 1:59:22.517235
- B/E: 103 / 54 , Gen_loss: -0.34611046 MI_loss: 21.00752 Detection error: 0.010904133319854736 time: 1:59:23.388851
- B/E: 104 / 54 , Gen_loss: -0.33956343 MI_loss: 20.59697 Detection error: 0.010907411575317383 time: 1:59:24.196527
- B/E: 105 / 54 , Gen_loss: -0.34111094 MI_loss: 20.622314 Detection error: 0.010908007621765137 time: 1:59:24.944199
- B/E: 106 / 54 , Gen_loss: -0.34518167 MI_loss: 20.907187 Detection error: 0.010913550853729248 time: 1:59:25.801016
- B/E: 107 / 54 , Gen_loss: -0.34263757 MI_loss: 20.865704 Detection error: 0.010924458503723145 time: 1:59:26.663459
- B/E: 108 / 54 , Gen_loss: -0.3512248 MI_loss: 21.268978 Detection error: 0.010932326316833496 time: 1:59:27.530556
- B/E: 109 / 54 , Gen_loss: -0.35545522 MI_loss: 21.586159 Detection error: 0.010928988456726074 time: 1:59:28.394243
- B/E: 110 / 54 , Gen_loss: -0.3471297 MI_loss: 20.910057 Detection error: 0.010921716690063477 time: 1:59:29.254856
- B/E: 111 / 54 , Gen_loss: -0.34943584 MI_loss: 21.242193 Detection error: 0.010914087295532227 time: 1:59:30.114787
- B/E: 112 / 54 , Gen_loss: -0.36157832 MI_loss: 21.867018 Detection error: 0.01090705394744873 time: 1:59:30.974709
- B/E: 113 / 54 , Gen_loss: -0.34990263 MI_loss: 21.392035 Detection error: 0.010914742946624756 time: 1:59:31.835922
- B/E: 114 / 54 , Gen_loss: -0.34690326 MI_loss: 21.013407 Detection error: 0.010919272899627686 time: 1:59:32.695018
- B/E: 115 / 54 , Gen_loss: -0.34131864 MI_loss: 20.685905 Detection error: 0.010919153690338135 time: 1:59:33.555191
- B/E: 116 / 54 , Gen_loss: -0.34661615 MI_loss: 21.125183 Detection error: 0.010918021202087402 time: 1:59:34.497398
- B/E: 117 / 54 , Gen_loss: -0.33976415 MI_loss: 20.766815 Detection error: 0.010916829109191895 time: 1:59:35.364106
- B/E: 118 / 54 , Gen_loss: -0.3562807 MI_loss: 21.651596 Detection error: 0.010911762714385986 time: 1:59:36.146796
- B/E: 119 / 54 , Gen_loss: -0.35392067 MI_loss: 21.522541 Detection error: 0.01090782880783081 time: 1:59:36.900025
- B/E: 120 / 54 , Gen_loss: -0.34786275 MI_loss: 21.25609 Detection error: 0.010900557041168213 time: 1:59:37.650475
- B/E: 121 / 54 , Gen_loss: -0.34901392 MI_loss: 21.323706 Detection error: 0.010904431343078613 time: 1:59:38.404360
- B/E: 122 / 54 , Gen_loss: -0.34183747 MI_loss: 20.656137 Detection error: 0.010898888111114502 time: 1:59:39.243494
- B/E: 123 / 54 , Gen_loss: -0.35205358 MI_loss: 21.37469 Detection error: 0.010892152786254883 time: 1:59:40.120935
- B/E: 124 / 54 , Gen_loss: -0.34196484 MI_loss: 20.744991 Detection error: 0.010896503925323486 time: 1:59:40.981423
- B/E: 125 / 54 , Gen_loss: -0.3550769 MI_loss: 21.67499 Detection error: 0.010904788970947266 time: 1:59:41.841965
- B/E: 126 / 54 , Gen_loss: -0.3561134 MI_loss: 21.640713 Detection error: 0.010911166667938232 time: 1:59:42.719025
- B/E: 127 / 54 , Gen_loss: -0.34817007 MI_loss: 21.197178 Detection error: 0.010905981063842773 time: 1:59:43.576427
- B/E: 128 / 54 , Gen_loss: -0.35123563 MI_loss: 21.295027 Detection error: 0.010915219783782959 time: 1:59:44.435937
- B/E: 129 / 54 , Gen_loss: -0.35606563 MI_loss: 21.701443 Detection error: 0.01092618703842163 time: 1:59:45.251594
- B/E: 130 / 54 , Gen_loss: -0.35063386 MI_loss: 21.344387 Detection error: 0.010934412479400635 time: 1:59:46.009265
- B/E: 131 / 54 , Gen_loss: -0.3477664 MI_loss: 21.006084 Detection error: 0.010937273502349854 time: 1:59:46.774704
- B/E: 132 / 54 , Gen_loss: -0.34439123 MI_loss: 20.788551 Detection error: 0.010932326316833496 time: 1:59:47.617671
- B/E: 133 / 54 , Gen_loss: -0.34615555 MI_loss: 21.015463 Detection error: 0.010939836502075195 time: 1:59:48.455733
- B/E: 134 / 54 , Gen_loss: -0.34255904 MI_loss: 20.9219 Detection error: 0.010947465896606445 time: 1:59:49.206481
- B/E: 135 / 54 , Gen_loss: -0.35013726 MI_loss: 21.178177 Detection error: 0.010948538780212402 time: 1:59:50.105181
- B/E: 136 / 54 , Gen_loss: -0.3465767 MI_loss: 21.0207 Detection error: 0.010949134826660156 time: 1:59:50.961544
- B/E: 137 / 54 , Gen_loss: -0.34090135 MI_loss: 20.751715 Detection error: 0.01095879077911377 time: 1:59:51.819399
- B/E: 138 / 54 , Gen_loss: -0.3467445 MI_loss: 21.251404 Detection error: 0.010961353778839111 time: 1:59:52.675442
- B/E: 139 / 54 , Gen_loss: -0.3560725 MI_loss: 21.605886 Detection error: 0.010968983173370361 time: 1:59:53.534887
- B/E: 140 / 54 , Gen_loss: -0.341956 MI_loss: 20.795593 Detection error: 0.01096963882446289 time: 1:59:54.392862
- B/E: 141 / 54 , Gen_loss: -0.3547102 MI_loss: 21.546518 Detection error: 0.01096653938293457 time: 1:59:55.249778
- B/E: 142 / 54 , Gen_loss: -0.34796056 MI_loss: 21.201609 Detection error: 0.010965704917907715 time: 1:59:56.109856
- B/E: 143 / 54 , Gen_loss: -0.35455108 MI_loss: 21.58109 Detection error: 0.010968327522277832 time: 1:59:56.970708
- B/E: 144 / 54 , Gen_loss: -0.3449663 MI_loss: 20.853315 Detection error: 0.010974347591400146 time: 1:59:57.828858
- B/E: 145 / 54 , Gen_loss: -0.3473761 MI_loss: 21.012873 Detection error: 0.010974526405334473 time: 1:59:58.684905
- B/E: 146 / 54 , Gen_loss: -0.3412224 MI_loss: 20.630424 Detection error: 0.010974466800689697 time: 1:59:59.541823
- B/E: 147 / 54 , Gen_loss: -0.35612422 MI_loss: 21.767902 Detection error: 0.010978221893310547 time: 2:00:00.321419
- B/E: 148 / 54 , Gen_loss: -0.3364086 MI_loss: 20.193844 Detection error: 0.0109785795211792 time: 2:00:01.173481
- B/E: 149 / 54 , Gen_loss: -0.35914084 MI_loss: 21.97132 Detection error: 0.010984182357788086 time: 2:00:01.925865
-
- Test Loss: 11.663362 Test Error: 0.011558353900909424
- -----
- EPOCH: 55
- B/E: 0 / 55 , Gen_loss: -0.35218734 MI_loss: 21.35513 Detection error: 0.012062489986419678 time: 2:00:03.788368
- B/E: 1 / 55 , Gen_loss: -0.32419065 MI_loss: 19.913181 Detection error: 0.013609349727630615 time: 2:00:11.395802
- B/E: 2 / 55 , Gen_loss: -0.35019305 MI_loss: 21.137583 Detection error: 0.01222914457321167 time: 2:00:12.270826
- B/E: 3 / 55 , Gen_loss: -0.3440174 MI_loss: 21.090738 Detection error: 0.011921882629394531 time: 2:00:13.131107
- B/E: 4 / 55 , Gen_loss: -0.34930193 MI_loss: 21.158718 Detection error: 0.01188749074935913 time: 2:00:13.990442
- B/E: 5 / 55 , Gen_loss: -0.33384755 MI_loss: 20.379295 Detection error: 0.011651039123535156 time: 2:00:14.870822
- B/E: 6 / 55 , Gen_loss: -0.34416422 MI_loss: 21.131912 Detection error: 0.011656224727630615 time: 2:00:15.731586
- B/E: 7 / 55 , Gen_loss: -0.34410697 MI_loss: 21.024067 Detection error: 0.011691391468048096 time: 2:00:16.591771
- B/E: 8 / 55 , Gen_loss: -0.34268868 MI_loss: 20.86475 Detection error: 0.011545121669769287 time: 2:00:17.453010
- B/E: 9 / 55 , Gen_loss: -0.34788796 MI_loss: 21.153881 Detection error: 0.011446893215179443 time: 2:00:18.320598
- B/E: 10 / 55 , Gen_loss: -0.35395136 MI_loss: 21.575132 Detection error: 0.011389195919036865 time: 2:00:19.281985
- B/E: 11 / 55 , Gen_loss: -0.35510787 MI_loss: 21.565632 Detection error: 0.011382818222045898 time: 2:00:20.072033
- B/E: 12 / 55 , Gen_loss: -0.35171244 MI_loss: 21.467651 Detection error: 0.011411070823669434 time: 2:00:20.917928
- B/E: 13 / 55 , Gen_loss: -0.352874 MI_loss: 21.385023 Detection error: 0.0113258957862854 time: 2:00:21.779500
- B/E: 14 / 55 , Gen_loss: -0.35657126 MI_loss: 21.53379 Detection error: 0.011312484741210938 time: 2:00:22.662852
- B/E: 15 / 55 , Gen_loss: -0.34648132 MI_loss: 21.024069 Detection error: 0.011263668537139893 time: 2:00:23.541710
- B/E: 16 / 55 , Gen_loss: -0.3449704 MI_loss: 20.87463 Detection error: 0.011211395263671875 time: 2:00:24.398847
- B/E: 17 / 55 , Gen_loss: -0.34805134 MI_loss: 21.067217 Detection error: 0.01116490364074707 time: 2:00:25.286434
- B/E: 18 / 55 , Gen_loss: -0.34245095 MI_loss: 20.759535 Detection error: 0.011131584644317627 time: 2:00:26.143634
- B/E: 19 / 55 , Gen_loss: -0.3397041 MI_loss: 20.625885 Detection error: 0.011090636253356934 time: 2:00:27.003992
- B/E: 20 / 55 , Gen_loss: -0.34701613 MI_loss: 21.193253 Detection error: 0.01111757755279541 time: 2:00:27.862457
- B/E: 21 / 55 , Gen_loss: -0.3498874 MI_loss: 21.23924 Detection error: 0.011102259159088135 time: 2:00:28.723309
- B/E: 22 / 55 , Gen_loss: -0.34932315 MI_loss: 21.15894 Detection error: 0.011091053485870361 time: 2:00:29.580276
- B/E: 23 / 55 , Gen_loss: -0.35646704 MI_loss: 21.508915 Detection error: 0.011088550090789795 time: 2:00:30.441296
- B/E: 24 / 55 , Gen_loss: -0.35279232 MI_loss: 21.35083 Detection error: 0.011083722114562988 time: 2:00:31.298503
- B/E: 25 / 55 , Gen_loss: -0.3424607 MI_loss: 20.785082 Detection error: 0.011085331439971924 time: 2:00:32.254869
- B/E: 26 / 55 , Gen_loss: -0.3426688 MI_loss: 21.124352 Detection error: 0.011137723922729492 time: 2:00:33.115989
- B/E: 27 / 55 , Gen_loss: -0.35013664 MI_loss: 21.321396 Detection error: 0.011136174201965332 time: 2:00:34.004758
- B/E: 28 / 55 , Gen_loss: -0.34516835 MI_loss: 20.888294 Detection error: 0.01110774278640747 time: 2:00:34.863145
- B/E: 29 / 55 , Gen_loss: -0.34886578 MI_loss: 21.117905 Detection error: 0.01109689474105835 time: 2:00:35.718740
- B/E: 30 / 55 , Gen_loss: -0.33923826 MI_loss: 20.535053 Detection error: 0.011080622673034668 time: 2:00:36.575498
- B/E: 31 / 55 , Gen_loss: -0.3457856 MI_loss: 20.948128 Detection error: 0.011054694652557373 time: 2:00:37.436321
- B/E: 32 / 55 , Gen_loss: -0.34825137 MI_loss: 21.083752 Detection error: 0.011039793491363525 time: 2:00:38.295736
- B/E: 33 / 55 , Gen_loss: -0.34291685 MI_loss: 20.819427 Detection error: 0.01102757453918457 time: 2:00:39.155523
- B/E: 34 / 55 , Gen_loss: -0.35477293 MI_loss: 21.53195 Detection error: 0.011024117469787598 time: 2:00:40.016994
- B/E: 35 / 55 , Gen_loss: -0.3504876 MI_loss: 21.108156 Detection error: 0.010984361171722412 time: 2:00:40.882059
- B/E: 36 / 55 , Gen_loss: -0.3529409 MI_loss: 21.391886 Detection error: 0.010980546474456787 time: 2:00:41.754607
- B/E: 37 / 55 , Gen_loss: -0.34687567 MI_loss: 21.000877 Detection error: 0.010966300964355469 time: 2:00:42.613761
- B/E: 38 / 55 , Gen_loss: -0.34497932 MI_loss: 20.910923 Detection error: 0.010990381240844727 time: 2:00:43.472387
- B/E: 39 / 55 , Gen_loss: -0.3576963 MI_loss: 21.48824 Detection error: 0.010960936546325684 time: 2:00:44.338855
- B/E: 40 / 55 , Gen_loss: -0.3452675 MI_loss: 20.99549 Detection error: 0.01096111536026001 time: 2:00:45.197973
- B/E: 41 / 55 , Gen_loss: -0.34520373 MI_loss: 20.975672 Detection error: 0.010965049266815186 time: 2:00:46.145819
- B/E: 42 / 55 , Gen_loss: -0.35573405 MI_loss: 21.549234 Detection error: 0.010935306549072266 time: 2:00:47.004831
- B/E: 43 / 55 , Gen_loss: -0.3485183 MI_loss: 21.04127 Detection error: 0.010943174362182617 time: 2:00:47.866216
- B/E: 44 / 55 , Gen_loss: -0.36091435 MI_loss: 21.857016 Detection error: 0.010948598384857178 time: 2:00:48.727307
- B/E: 45 / 55 , Gen_loss: -0.34755558 MI_loss: 20.986914 Detection error: 0.010951757431030273 time: 2:00:49.587071
- B/E: 46 / 55 , Gen_loss: -0.3492267 MI_loss: 21.21294 Detection error: 0.010948777198791504 time: 2:00:50.446492
- B/E: 47 / 55 , Gen_loss: -0.3462762 MI_loss: 20.781694 Detection error: 0.010936200618743896 time: 2:00:51.330534
- B/E: 48 / 55 , Gen_loss: -0.34812596 MI_loss: 21.172722 Detection error: 0.010946452617645264 time: 2:00:52.210801
- B/E: 49 / 55 , Gen_loss: -0.3425961 MI_loss: 21.019293 Detection error: 0.01096189022064209 time: 2:00:53.071090
- B/E: 50 / 55 , Gen_loss: -0.341808 MI_loss: 20.69626 Detection error: 0.010958969593048096 time: 2:00:53.931636
- B/E: 51 / 55 , Gen_loss: -0.34658733 MI_loss: 21.150711 Detection error: 0.010960936546325684 time: 2:00:54.795231
- B/E: 52 / 55 , Gen_loss: -0.34802073 MI_loss: 21.285627 Detection error: 0.010957539081573486 time: 2:00:55.672849
- B/E: 53 / 55 , Gen_loss: -0.3579045 MI_loss: 21.676815 Detection error: 0.010970473289489746 time: 2:00:56.531806
- B/E: 54 / 55 , Gen_loss: -0.3472571 MI_loss: 21.116629 Detection error: 0.01095569133758545 time: 2:00:57.390043
- B/E: 55 / 55 , Gen_loss: -0.34635285 MI_loss: 21.095087 Detection error: 0.010951459407806396 time: 2:00:58.192913
- B/E: 56 / 55 , Gen_loss: -0.3485547 MI_loss: 21.135164 Detection error: 0.01092761754989624 time: 2:00:58.964869
- B/E: 57 / 55 , Gen_loss: -0.34789595 MI_loss: 21.076385 Detection error: 0.010915398597717285 time: 2:00:59.816366
- B/E: 58 / 55 , Gen_loss: -0.3571404 MI_loss: 21.630714 Detection error: 0.010912060737609863 time: 2:01:00.684967
- B/E: 59 / 55 , Gen_loss: -0.3543891 MI_loss: 21.545776 Detection error: 0.010927081108093262 time: 2:01:01.541369
- B/E: 60 / 55 , Gen_loss: -0.3597499 MI_loss: 21.829601 Detection error: 0.01092982292175293 time: 2:01:02.399712
- B/E: 61 / 55 , Gen_loss: -0.3430375 MI_loss: 20.88044 Detection error: 0.010920882225036621 time: 2:01:03.258707
- B/E: 62 / 55 , Gen_loss: -0.35813496 MI_loss: 21.756971 Detection error: 0.010931074619293213 time: 2:01:04.132108
- B/E: 63 / 55 , Gen_loss: -0.34707475 MI_loss: 21.079084 Detection error: 0.010930657386779785 time: 2:01:05.000374
- B/E: 64 / 55 , Gen_loss: -0.35269153 MI_loss: 21.39489 Detection error: 0.010936558246612549 time: 2:01:05.860138
- B/E: 65 / 55 , Gen_loss: -0.34482917 MI_loss: 20.73975 Detection error: 0.01092517375946045 time: 2:01:06.721747
- B/E: 66 / 55 , Gen_loss: -0.3527168 MI_loss: 21.382725 Detection error: 0.010926306247711182 time: 2:01:07.578438
- B/E: 67 / 55 , Gen_loss: -0.35580835 MI_loss: 21.466297 Detection error: 0.010911285877227783 time: 2:01:08.441854
- B/E: 68 / 55 , Gen_loss: -0.35632142 MI_loss: 21.717707 Detection error: 0.010912597179412842 time: 2:01:09.301756
- B/E: 69 / 55 , Gen_loss: -0.35403025 MI_loss: 21.450218 Detection error: 0.010925471782684326 time: 2:01:10.168304
- B/E: 70 / 55 , Gen_loss: -0.344627 MI_loss: 20.981228 Detection error: 0.010913312435150146 time: 2:01:11.034331
- B/E: 71 / 55 , Gen_loss: -0.343274 MI_loss: 20.79194 Detection error: 0.010917127132415771 time: 2:01:11.894433
- B/E: 72 / 55 , Gen_loss: -0.3534484 MI_loss: 21.483831 Detection error: 0.010922074317932129 time: 2:01:12.764918
- B/E: 73 / 55 , Gen_loss: -0.33864355 MI_loss: 20.570078 Detection error: 0.010915517807006836 time: 2:01:13.702610
- B/E: 74 / 55 , Gen_loss: -0.35900068 MI_loss: 21.8421 Detection error: 0.010915815830230713 time: 2:01:14.569934
- B/E: 75 / 55 , Gen_loss: -0.35263354 MI_loss: 21.303112 Detection error: 0.010907888412475586 time: 2:01:15.431781
- B/E: 76 / 55 , Gen_loss: -0.3423172 MI_loss: 20.863174 Detection error: 0.010909497737884521 time: 2:01:16.290920
- B/E: 77 / 55 , Gen_loss: -0.34194127 MI_loss: 20.75694 Detection error: 0.01091223955154419 time: 2:01:17.150551
- B/E: 78 / 55 , Gen_loss: -0.3500677 MI_loss: 21.361298 Detection error: 0.010909438133239746 time: 2:01:17.948362
- B/E: 79 / 55 , Gen_loss: -0.3581354 MI_loss: 21.72104 Detection error: 0.010921120643615723 time: 2:01:18.795520
- B/E: 80 / 55 , Gen_loss: -0.34736168 MI_loss: 21.096153 Detection error: 0.010930180549621582 time: 2:01:19.652612
- B/E: 81 / 55 , Gen_loss: -0.3526656 MI_loss: 21.454515 Detection error: 0.01091998815536499 time: 2:01:20.509968
- B/E: 82 / 55 , Gen_loss: -0.34701464 MI_loss: 20.955517 Detection error: 0.01091831922531128 time: 2:01:21.316108
- B/E: 83 / 55 , Gen_loss: -0.34579808 MI_loss: 21.098246 Detection error: 0.010918498039245605 time: 2:01:22.068981
- B/E: 84 / 55 , Gen_loss: -0.34662166 MI_loss: 21.03479 Detection error: 0.010917305946350098 time: 2:01:22.818131
- B/E: 85 / 55 , Gen_loss: -0.35035768 MI_loss: 21.137491 Detection error: 0.010902643203735352 time: 2:01:23.567369
- B/E: 86 / 55 , Gen_loss: -0.362856 MI_loss: 21.886822 Detection error: 0.010898351669311523 time: 2:01:24.353720
- B/E: 87 / 55 , Gen_loss: -0.34927338 MI_loss: 21.263645 Detection error: 0.010887086391448975 time: 2:01:25.117665
- B/E: 88 / 55 , Gen_loss: -0.35055476 MI_loss: 21.422716 Detection error: 0.010885894298553467 time: 2:01:25.915337
- B/E: 89 / 55 , Gen_loss: -0.34499726 MI_loss: 21.077587 Detection error: 0.01089167594909668 time: 2:01:26.849126
- B/E: 90 / 55 , Gen_loss: -0.35591948 MI_loss: 21.511772 Detection error: 0.01089388132095337 time: 2:01:27.706536
- B/E: 91 / 55 , Gen_loss: -0.3545318 MI_loss: 21.523375 Detection error: 0.01089334487915039 time: 2:01:28.506593
- B/E: 92 / 55 , Gen_loss: -0.34192404 MI_loss: 20.808596 Detection error: 0.010887444019317627 time: 2:01:29.362048
- B/E: 93 / 55 , Gen_loss: -0.33913806 MI_loss: 20.749767 Detection error: 0.010889291763305664 time: 2:01:30.214135
- B/E: 94 / 55 , Gen_loss: -0.35015553 MI_loss: 21.430748 Detection error: 0.01090395450592041 time: 2:01:30.970426
- B/E: 95 / 55 , Gen_loss: -0.3455474 MI_loss: 20.955553 Detection error: 0.010905265808105469 time: 2:01:31.721128
- B/E: 96 / 55 , Gen_loss: -0.35010892 MI_loss: 21.227392 Detection error: 0.010903656482696533 time: 2:01:32.582275
- B/E: 97 / 55 , Gen_loss: -0.35636237 MI_loss: 21.58577 Detection error: 0.010890960693359375 time: 2:01:33.441459
- B/E: 98 / 55 , Gen_loss: -0.34835318 MI_loss: 21.181412 Detection error: 0.010882556438446045 time: 2:01:34.251662
- B/E: 99 / 55 , Gen_loss: -0.34166124 MI_loss: 20.657152 Detection error: 0.010877490043640137 time: 2:01:35.002509
- B/E: 100 / 55 , Gen_loss: -0.3467619 MI_loss: 21.090805 Detection error: 0.010877788066864014 time: 2:01:35.749936
- B/E: 101 / 55 , Gen_loss: -0.35937646 MI_loss: 21.83083 Detection error: 0.01088571548461914 time: 2:01:36.517604
- B/E: 102 / 55 , Gen_loss: -0.3465686 MI_loss: 21.059896 Detection error: 0.01088017225265503 time: 2:01:37.374777
- B/E: 103 / 55 , Gen_loss: -0.3451233 MI_loss: 20.97992 Detection error: 0.010884344577789307 time: 2:01:38.230726
- B/E: 104 / 55 , Gen_loss: -0.34559533 MI_loss: 21.01763 Detection error: 0.010891973972320557 time: 2:01:39.091167
- B/E: 105 / 55 , Gen_loss: -0.3403457 MI_loss: 20.71948 Detection error: 0.010889768600463867 time: 2:01:40.055593
- B/E: 106 / 55 , Gen_loss: -0.34490377 MI_loss: 21.054802 Detection error: 0.010902166366577148 time: 2:01:40.913593
- B/E: 107 / 55 , Gen_loss: -0.35074362 MI_loss: 21.411856 Detection error: 0.010908544063568115 time: 2:01:41.784059
- B/E: 108 / 55 , Gen_loss: -0.3433218 MI_loss: 20.834934 Detection error: 0.010913968086242676 time: 2:01:42.643130
- B/E: 109 / 55 , Gen_loss: -0.34788665 MI_loss: 21.125553 Detection error: 0.010904848575592041 time: 2:01:43.502212
- B/E: 110 / 55 , Gen_loss: -0.3612776 MI_loss: 21.804249 Detection error: 0.010895013809204102 time: 2:01:44.368199
- B/E: 111 / 55 , Gen_loss: -0.3511506 MI_loss: 21.335398 Detection error: 0.010889232158660889 time: 2:01:45.227506
- B/E: 112 / 55 , Gen_loss: -0.34706825 MI_loss: 20.996717 Detection error: 0.010882437229156494 time: 2:01:46.015919
- B/E: 113 / 55 , Gen_loss: -0.35306448 MI_loss: 21.54824 Detection error: 0.010890603065490723 time: 2:01:46.863614
- B/E: 114 / 55 , Gen_loss: -0.35366827 MI_loss: 21.623484 Detection error: 0.010893464088439941 time: 2:01:47.725975
- B/E: 115 / 55 , Gen_loss: -0.35253233 MI_loss: 21.342611 Detection error: 0.010890066623687744 time: 2:01:48.583527
- B/E: 116 / 55 , Gen_loss: -0.35306036 MI_loss: 21.442144 Detection error: 0.01089024543762207 time: 2:01:49.436835
- B/E: 117 / 55 , Gen_loss: -0.3390155 MI_loss: 20.599224 Detection error: 0.010890364646911621 time: 2:01:50.293086
- B/E: 118 / 55 , Gen_loss: -0.3540817 MI_loss: 21.531216 Detection error: 0.010882079601287842 time: 2:01:51.155927
- B/E: 119 / 55 , Gen_loss: -0.34657177 MI_loss: 21.096298 Detection error: 0.010878920555114746 time: 2:01:52.015307
- B/E: 120 / 55 , Gen_loss: -0.34849772 MI_loss: 21.001682 Detection error: 0.010877072811126709 time: 2:01:52.872900
- B/E: 121 / 55 , Gen_loss: -0.33971062 MI_loss: 20.623396 Detection error: 0.010878562927246094 time: 2:01:53.817461
- B/E: 122 / 55 , Gen_loss: -0.34929535 MI_loss: 21.106548 Detection error: 0.010875999927520752 time: 2:01:54.681645
- B/E: 123 / 55 , Gen_loss: -0.36098507 MI_loss: 21.847752 Detection error: 0.010869979858398438 time: 2:01:55.541915
- B/E: 124 / 55 , Gen_loss: -0.3478113 MI_loss: 21.234644 Detection error: 0.010875225067138672 time: 2:01:56.401601
- B/E: 125 / 55 , Gen_loss: -0.34618595 MI_loss: 20.988935 Detection error: 0.010874509811401367 time: 2:01:57.259930
- B/E: 126 / 55 , Gen_loss: -0.35352784 MI_loss: 21.55751 Detection error: 0.010880887508392334 time: 2:01:58.116987
- B/E: 127 / 55 , Gen_loss: -0.34791416 MI_loss: 21.158987 Detection error: 0.010880112648010254 time: 2:01:59.012010
- B/E: 128 / 55 , Gen_loss: -0.35793358 MI_loss: 21.780338 Detection error: 0.010887384414672852 time: 2:01:59.870363
- B/E: 129 / 55 , Gen_loss: -0.3573831 MI_loss: 21.873053 Detection error: 0.010894477367401123 time: 2:02:00.726285
- B/E: 130 / 55 , Gen_loss: -0.3577273 MI_loss: 21.618622 Detection error: 0.010905086994171143 time: 2:02:01.582724
- B/E: 131 / 55 , Gen_loss: -0.358885 MI_loss: 21.82065 Detection error: 0.010912418365478516 time: 2:02:02.465970
- B/E: 132 / 55 , Gen_loss: -0.34601438 MI_loss: 21.015856 Detection error: 0.01090461015701294 time: 2:02:03.324268
- B/E: 133 / 55 , Gen_loss: -0.34942335 MI_loss: 21.327526 Detection error: 0.010914862155914307 time: 2:02:04.206537
- B/E: 134 / 55 , Gen_loss: -0.35364437 MI_loss: 21.42514 Detection error: 0.010920345783233643 time: 2:02:05.062816
- B/E: 135 / 55 , Gen_loss: -0.3541992 MI_loss: 21.546482 Detection error: 0.010922789573669434 time: 2:02:05.942208
- B/E: 136 / 55 , Gen_loss: -0.34978527 MI_loss: 21.265368 Detection error: 0.01092153787612915 time: 2:02:06.802036
- B/E: 137 / 55 , Gen_loss: -0.35089996 MI_loss: 21.357119 Detection error: 0.010927081108093262 time: 2:02:07.759293
- B/E: 138 / 55 , Gen_loss: -0.36001343 MI_loss: 21.994595 Detection error: 0.010931670665740967 time: 2:02:08.618051
- B/E: 139 / 55 , Gen_loss: -0.33897516 MI_loss: 20.475124 Detection error: 0.010939955711364746 time: 2:02:09.479292
- B/E: 140 / 55 , Gen_loss: -0.34988737 MI_loss: 21.246704 Detection error: 0.010938167572021484 time: 2:02:10.339739
- B/E: 141 / 55 , Gen_loss: -0.34765834 MI_loss: 20.99096 Detection error: 0.010933339595794678 time: 2:02:11.198627
- B/E: 142 / 55 , Gen_loss: -0.35155845 MI_loss: 21.420748 Detection error: 0.01093357801437378 time: 2:02:12.056285
- B/E: 143 / 55 , Gen_loss: -0.35895607 MI_loss: 21.714962 Detection error: 0.010931432247161865 time: 2:02:12.914677
- B/E: 144 / 55 , Gen_loss: -0.34588307 MI_loss: 20.941431 Detection error: 0.010937511920928955 time: 2:02:13.774837
- B/E: 145 / 55 , Gen_loss: -0.3466833 MI_loss: 20.83203 Detection error: 0.010941147804260254 time: 2:02:14.635319
- B/E: 146 / 55 , Gen_loss: -0.3450779 MI_loss: 20.858347 Detection error: 0.010941743850708008 time: 2:02:15.504349
- B/E: 147 / 55 , Gen_loss: -0.34514117 MI_loss: 20.947517 Detection error: 0.010945320129394531 time: 2:02:16.362199
- B/E: 148 / 55 , Gen_loss: -0.34385064 MI_loss: 20.879852 Detection error: 0.010945916175842285 time: 2:02:17.221700
- B/E: 149 / 55 , Gen_loss: -0.35283616 MI_loss: 21.371529 Detection error: 0.010951638221740723 time: 2:02:18.078982
-
- Test Loss: 11.658606 Test Error: 0.01120835542678833
- -----
- EPOCH: 56
- B/E: 0 / 56 , Gen_loss: -0.3529348 MI_loss: 21.485079 Detection error: 0.011906266212463379 time: 2:02:20.044604
- B/E: 1 / 56 , Gen_loss: -0.33279687 MI_loss: 20.478348 Detection error: 0.013187527656555176 time: 2:02:27.778872
- B/E: 2 / 56 , Gen_loss: -0.34305212 MI_loss: 20.744083 Detection error: 0.01192706823348999 time: 2:02:28.740526
- B/E: 3 / 56 , Gen_loss: -0.33178097 MI_loss: 19.986908 Detection error: 0.012148439884185791 time: 2:02:29.624129
- B/E: 4 / 56 , Gen_loss: -0.33547708 MI_loss: 20.553226 Detection error: 0.011956274509429932 time: 2:02:30.484909
- B/E: 5 / 56 , Gen_loss: -0.34394625 MI_loss: 20.951307 Detection error: 0.011755228042602539 time: 2:02:31.360879
- B/E: 6 / 56 , Gen_loss: -0.34713262 MI_loss: 21.164497 Detection error: 0.011732161045074463 time: 2:02:32.150649
- B/E: 7 / 56 , Gen_loss: -0.34588888 MI_loss: 21.10656 Detection error: 0.011730492115020752 time: 2:02:32.901568
- B/E: 8 / 56 , Gen_loss: -0.343915 MI_loss: 20.834755 Detection error: 0.011548638343811035 time: 2:02:33.656766
- B/E: 9 / 56 , Gen_loss: -0.34077048 MI_loss: 20.624603 Detection error: 0.011425018310546875 time: 2:02:34.520806
- B/E: 10 / 56 , Gen_loss: -0.34845498 MI_loss: 21.20392 Detection error: 0.011394858360290527 time: 2:02:35.403609
- B/E: 11 / 56 , Gen_loss: -0.346023 MI_loss: 20.961592 Detection error: 0.011367201805114746 time: 2:02:36.264233
- B/E: 12 / 56 , Gen_loss: -0.3395382 MI_loss: 20.666351 Detection error: 0.011425495147705078 time: 2:02:37.048114
- B/E: 13 / 56 , Gen_loss: -0.35560638 MI_loss: 21.45803 Detection error: 0.011372745037078857 time: 2:02:37.799769
- B/E: 14 / 56 , Gen_loss: -0.34972355 MI_loss: 21.09907 Detection error: 0.011329174041748047 time: 2:02:38.623866
- B/E: 15 / 56 , Gen_loss: -0.33928025 MI_loss: 20.580769 Detection error: 0.011298835277557373 time: 2:02:39.482409
- B/E: 16 / 56 , Gen_loss: -0.35985896 MI_loss: 21.633926 Detection error: 0.011204063892364502 time: 2:02:40.339684
- B/E: 17 / 56 , Gen_loss: -0.3393987 MI_loss: 20.534712 Detection error: 0.011161446571350098 time: 2:02:41.201659
- B/E: 18 / 56 , Gen_loss: -0.35214654 MI_loss: 21.350174 Detection error: 0.011105239391326904 time: 2:02:42.160878
- B/E: 19 / 56 , Gen_loss: -0.35191786 MI_loss: 21.437225 Detection error: 0.011117160320281982 time: 2:02:42.949228
- B/E: 20 / 56 , Gen_loss: -0.34011826 MI_loss: 20.510632 Detection error: 0.011111617088317871 time: 2:02:43.820097
- B/E: 21 / 56 , Gen_loss: -0.34773445 MI_loss: 21.009409 Detection error: 0.011142075061798096 time: 2:02:44.677406
- B/E: 22 / 56 , Gen_loss: -0.36356503 MI_loss: 21.86134 Detection error: 0.011108696460723877 time: 2:02:45.535465
- B/E: 23 / 56 , Gen_loss: -0.34042048 MI_loss: 20.502775 Detection error: 0.011058568954467773 time: 2:02:46.393472
- B/E: 24 / 56 , Gen_loss: -0.34836236 MI_loss: 21.121677 Detection error: 0.011068761348724365 time: 2:02:47.252811
- B/E: 25 / 56 , Gen_loss: -0.33996654 MI_loss: 20.677685 Detection error: 0.011052906513214111 time: 2:02:48.114530
- B/E: 26 / 56 , Gen_loss: -0.33712336 MI_loss: 20.646889 Detection error: 0.01110529899597168 time: 2:02:48.973906
- B/E: 27 / 56 , Gen_loss: -0.3541117 MI_loss: 21.459286 Detection error: 0.011102676391601562 time: 2:02:49.833324
- B/E: 28 / 56 , Gen_loss: -0.3487385 MI_loss: 21.251081 Detection error: 0.011102378368377686 time: 2:02:50.693749
- B/E: 29 / 56 , Gen_loss: -0.354917 MI_loss: 21.55319 Detection error: 0.011093735694885254 time: 2:02:51.553788
- B/E: 30 / 56 , Gen_loss: -0.3468828 MI_loss: 20.95094 Detection error: 0.011051416397094727 time: 2:02:52.416365
- B/E: 31 / 56 , Gen_loss: -0.3531781 MI_loss: 21.334736 Detection error: 0.011034190654754639 time: 2:02:53.362238
- B/E: 32 / 56 , Gen_loss: -0.3484702 MI_loss: 21.186092 Detection error: 0.011026501655578613 time: 2:02:54.176790
- B/E: 33 / 56 , Gen_loss: -0.35547057 MI_loss: 21.56885 Detection error: 0.011007368564605713 time: 2:02:54.940780
- B/E: 34 / 56 , Gen_loss: -0.3541879 MI_loss: 21.579714 Detection error: 0.010997295379638672 time: 2:02:55.781829
- B/E: 35 / 56 , Gen_loss: -0.35657254 MI_loss: 21.56417 Detection error: 0.010987818241119385 time: 2:02:56.636917
- B/E: 36 / 56 , Gen_loss: -0.35792938 MI_loss: 21.603416 Detection error: 0.010971307754516602 time: 2:02:57.502523
- B/E: 37 / 56 , Gen_loss: -0.34408924 MI_loss: 20.7642 Detection error: 0.010954797267913818 time: 2:02:58.363088
- B/E: 38 / 56 , Gen_loss: -0.34902275 MI_loss: 21.18727 Detection error: 0.010965526103973389 time: 2:02:59.227027
- B/E: 39 / 56 , Gen_loss: -0.34662208 MI_loss: 20.876612 Detection error: 0.010955452919006348 time: 2:03:00.101522
- B/E: 40 / 56 , Gen_loss: -0.3402262 MI_loss: 20.807198 Detection error: 0.01093977689743042 time: 2:03:00.968107
- B/E: 41 / 56 , Gen_loss: -0.35221276 MI_loss: 21.34922 Detection error: 0.010927855968475342 time: 2:03:01.844827
- B/E: 42 / 56 , Gen_loss: -0.34783518 MI_loss: 21.18513 Detection error: 0.010914981365203857 time: 2:03:02.701261
- B/E: 43 / 56 , Gen_loss: -0.34012917 MI_loss: 20.362547 Detection error: 0.01091545820236206 time: 2:03:03.558703
- B/E: 44 / 56 , Gen_loss: -0.33669147 MI_loss: 20.584442 Detection error: 0.010917365550994873 time: 2:03:04.437156
- B/E: 45 / 56 , Gen_loss: -0.34952247 MI_loss: 21.358208 Detection error: 0.010948359966278076 time: 2:03:05.301292
- B/E: 46 / 56 , Gen_loss: -0.34668323 MI_loss: 21.04153 Detection error: 0.010941505432128906 time: 2:03:06.160874
- B/E: 47 / 56 , Gen_loss: -0.34808 MI_loss: 21.081966 Detection error: 0.010934233665466309 time: 2:03:07.018966
- B/E: 48 / 56 , Gen_loss: -0.34482908 MI_loss: 21.154854 Detection error: 0.010956645011901855 time: 2:03:07.974372
- B/E: 49 / 56 , Gen_loss: -0.35561287 MI_loss: 21.68342 Detection error: 0.010960638523101807 time: 2:03:08.841032
- B/E: 50 / 56 , Gen_loss: -0.3514312 MI_loss: 21.345325 Detection error: 0.010970592498779297 time: 2:03:09.698357
- B/E: 51 / 56 , Gen_loss: -0.35146126 MI_loss: 21.445587 Detection error: 0.010975360870361328 time: 2:03:10.558400
- B/E: 52 / 56 , Gen_loss: -0.34995902 MI_loss: 21.273008 Detection error: 0.010967552661895752 time: 2:03:11.416590
- B/E: 53 / 56 , Gen_loss: -0.34578773 MI_loss: 20.988434 Detection error: 0.010979175567626953 time: 2:03:12.300035
- B/E: 54 / 56 , Gen_loss: -0.3399239 MI_loss: 20.682774 Detection error: 0.010977864265441895 time: 2:03:13.160127
- B/E: 55 / 56 , Gen_loss: -0.34574512 MI_loss: 20.975311 Detection error: 0.010958731174468994 time: 2:03:13.939409
- B/E: 56 / 56 , Gen_loss: -0.3512107 MI_loss: 21.235308 Detection error: 0.010945737361907959 time: 2:03:14.691578
- B/E: 57 / 56 , Gen_loss: -0.3512967 MI_loss: 21.28011 Detection error: 0.010932624340057373 time: 2:03:15.529083
- B/E: 58 / 56 , Gen_loss: -0.35979044 MI_loss: 21.919754 Detection error: 0.010917901992797852 time: 2:03:16.385517
- B/E: 59 / 56 , Gen_loss: -0.338374 MI_loss: 20.566544 Detection error: 0.010941684246063232 time: 2:03:17.240974
- B/E: 60 / 56 , Gen_loss: -0.34855294 MI_loss: 21.12571 Detection error: 0.010928809642791748 time: 2:03:18.029740
- B/E: 61 / 56 , Gen_loss: -0.35185346 MI_loss: 21.240534 Detection error: 0.010921359062194824 time: 2:03:18.781361
- B/E: 62 / 56 , Gen_loss: -0.3589784 MI_loss: 21.718416 Detection error: 0.010928571224212646 time: 2:03:19.534324
- B/E: 63 / 56 , Gen_loss: -0.34491572 MI_loss: 20.996195 Detection error: 0.010934054851531982 time: 2:03:20.386349
- B/E: 64 / 56 , Gen_loss: -0.34931752 MI_loss: 21.285988 Detection error: 0.010927855968475342 time: 2:03:21.141758
- B/E: 65 / 56 , Gen_loss: -0.34535837 MI_loss: 20.893707 Detection error: 0.010924220085144043 time: 2:03:22.002465
- B/E: 66 / 56 , Gen_loss: -0.3623388 MI_loss: 21.881414 Detection error: 0.010918378829956055 time: 2:03:22.860782
- B/E: 67 / 56 , Gen_loss: -0.35156947 MI_loss: 21.332655 Detection error: 0.010909438133239746 time: 2:03:23.722731
- B/E: 68 / 56 , Gen_loss: -0.35029 MI_loss: 21.34678 Detection error: 0.010904908180236816 time: 2:03:24.581013
- B/E: 69 / 56 , Gen_loss: -0.35587057 MI_loss: 21.454674 Detection error: 0.010912060737609863 time: 2:03:25.438879
- B/E: 70 / 56 , Gen_loss: -0.35183614 MI_loss: 21.362595 Detection error: 0.010907590389251709 time: 2:03:26.295192
- B/E: 71 / 56 , Gen_loss: -0.3372901 MI_loss: 20.663382 Detection error: 0.010906696319580078 time: 2:03:27.158513
- B/E: 72 / 56 , Gen_loss: -0.35258797 MI_loss: 21.31727 Detection error: 0.010911405086517334 time: 2:03:27.961693
- B/E: 73 / 56 , Gen_loss: -0.33859646 MI_loss: 20.653576 Detection error: 0.010907948017120361 time: 2:03:28.821474
- B/E: 74 / 56 , Gen_loss: -0.34797597 MI_loss: 21.286966 Detection error: 0.010907888412475586 time: 2:03:29.678725
- B/E: 75 / 56 , Gen_loss: -0.34597564 MI_loss: 21.162079 Detection error: 0.010906636714935303 time: 2:03:30.538194
- B/E: 76 / 56 , Gen_loss: -0.3495308 MI_loss: 21.071804 Detection error: 0.010900139808654785 time: 2:03:31.395537
- B/E: 77 / 56 , Gen_loss: -0.35545257 MI_loss: 21.599144 Detection error: 0.01089942455291748 time: 2:03:32.189389
- B/E: 78 / 56 , Gen_loss: -0.34508845 MI_loss: 20.925165 Detection error: 0.010889232158660889 time: 2:03:32.940511
- B/E: 79 / 56 , Gen_loss: -0.3519008 MI_loss: 21.449299 Detection error: 0.010903894901275635 time: 2:03:33.860100
- B/E: 80 / 56 , Gen_loss: -0.3510221 MI_loss: 21.256908 Detection error: 0.010909736156463623 time: 2:03:34.733915
- B/E: 81 / 56 , Gen_loss: -0.35246772 MI_loss: 21.306343 Detection error: 0.010905086994171143 time: 2:03:35.595780
- B/E: 82 / 56 , Gen_loss: -0.34930435 MI_loss: 21.039907 Detection error: 0.010896861553192139 time: 2:03:36.454037
- B/E: 83 / 56 , Gen_loss: -0.36140382 MI_loss: 21.907156 Detection error: 0.01089620590209961 time: 2:03:37.311246
- B/E: 84 / 56 , Gen_loss: -0.3477985 MI_loss: 21.142971 Detection error: 0.010891199111938477 time: 2:03:38.172002
- B/E: 85 / 56 , Gen_loss: -0.34884256 MI_loss: 21.145481 Detection error: 0.01087719202041626 time: 2:03:39.031530
- B/E: 86 / 56 , Gen_loss: -0.34525928 MI_loss: 20.896248 Detection error: 0.010876059532165527 time: 2:03:39.889829
- B/E: 87 / 56 , Gen_loss: -0.35480058 MI_loss: 21.311003 Detection error: 0.010858297348022461 time: 2:03:40.747733
- B/E: 88 / 56 , Gen_loss: -0.34831807 MI_loss: 21.123457 Detection error: 0.010852158069610596 time: 2:03:41.538720
- B/E: 89 / 56 , Gen_loss: -0.34202343 MI_loss: 20.756609 Detection error: 0.010861814022064209 time: 2:03:42.291531
- B/E: 90 / 56 , Gen_loss: -0.34675995 MI_loss: 20.971113 Detection error: 0.010862290859222412 time: 2:03:43.042915
- B/E: 91 / 56 , Gen_loss: -0.34200773 MI_loss: 20.860617 Detection error: 0.01086890697479248 time: 2:03:43.794813
- B/E: 92 / 56 , Gen_loss: -0.34751862 MI_loss: 20.981525 Detection error: 0.010859906673431396 time: 2:03:44.598112
- B/E: 93 / 56 , Gen_loss: -0.34846905 MI_loss: 21.247402 Detection error: 0.010854065418243408 time: 2:03:45.481534
- B/E: 94 / 56 , Gen_loss: -0.34718704 MI_loss: 21.06699 Detection error: 0.010872364044189453 time: 2:03:46.340005
- B/E: 95 / 56 , Gen_loss: -0.34576955 MI_loss: 21.06711 Detection error: 0.010879218578338623 time: 2:03:47.286648
- B/E: 96 / 56 , Gen_loss: -0.35561773 MI_loss: 21.596664 Detection error: 0.010872423648834229 time: 2:03:48.144395
- B/E: 97 / 56 , Gen_loss: -0.35548586 MI_loss: 21.529507 Detection error: 0.010863184928894043 time: 2:03:49.028429
- B/E: 98 / 56 , Gen_loss: -0.35459456 MI_loss: 21.44471 Detection error: 0.010850667953491211 time: 2:03:49.914734
- B/E: 99 / 56 , Gen_loss: -0.3521088 MI_loss: 21.316757 Detection error: 0.010852813720703125 time: 2:03:50.773017
- B/E: 100 / 56 , Gen_loss: -0.3459516 MI_loss: 21.088087 Detection error: 0.0108567476272583 time: 2:03:51.633888
- B/E: 101 / 56 , Gen_loss: -0.34269333 MI_loss: 20.848276 Detection error: 0.0108642578125 time: 2:03:52.504910
- B/E: 102 / 56 , Gen_loss: -0.34711888 MI_loss: 21.053585 Detection error: 0.010867714881896973 time: 2:03:53.368201
- B/E: 103 / 56 , Gen_loss: -0.35565388 MI_loss: 21.63344 Detection error: 0.010866284370422363 time: 2:03:54.227536
- B/E: 104 / 56 , Gen_loss: -0.34370813 MI_loss: 20.811947 Detection error: 0.0108681321144104 time: 2:03:55.088755
- B/E: 105 / 56 , Gen_loss: -0.34994408 MI_loss: 21.286295 Detection error: 0.010866165161132812 time: 2:03:55.951157
- B/E: 106 / 56 , Gen_loss: -0.3451387 MI_loss: 20.980389 Detection error: 0.010874688625335693 time: 2:03:56.812132
- B/E: 107 / 56 , Gen_loss: -0.351419 MI_loss: 21.412477 Detection error: 0.0108833909034729 time: 2:03:57.592859
- B/E: 108 / 56 , Gen_loss: -0.3503401 MI_loss: 21.348366 Detection error: 0.010886192321777344 time: 2:03:58.341232
- B/E: 109 / 56 , Gen_loss: -0.35376254 MI_loss: 21.299734 Detection error: 0.01088184118270874 time: 2:03:59.093245
- B/E: 110 / 56 , Gen_loss: -0.34692165 MI_loss: 20.833849 Detection error: 0.010872721672058105 time: 2:03:59.943775
- B/E: 111 / 56 , Gen_loss: -0.3511818 MI_loss: 21.130941 Detection error: 0.010873019695281982 time: 2:04:00.906364
- B/E: 112 / 56 , Gen_loss: -0.35411102 MI_loss: 21.649502 Detection error: 0.01087111234664917 time: 2:04:01.766870
- B/E: 113 / 56 , Gen_loss: -0.35261437 MI_loss: 21.593739 Detection error: 0.010878026485443115 time: 2:04:02.629408
- B/E: 114 / 56 , Gen_loss: -0.34776893 MI_loss: 21.231834 Detection error: 0.010885894298553467 time: 2:04:03.489151
- B/E: 115 / 56 , Gen_loss: -0.35827252 MI_loss: 21.670511 Detection error: 0.010882258415222168 time: 2:04:04.378553
- B/E: 116 / 56 , Gen_loss: -0.3462071 MI_loss: 21.17485 Detection error: 0.010883033275604248 time: 2:04:05.238820
- B/E: 117 / 56 , Gen_loss: -0.3429597 MI_loss: 20.87492 Detection error: 0.010883450508117676 time: 2:04:06.052376
- B/E: 118 / 56 , Gen_loss: -0.35477152 MI_loss: 21.501621 Detection error: 0.010877370834350586 time: 2:04:06.801434
- B/E: 119 / 56 , Gen_loss: -0.3508273 MI_loss: 21.276066 Detection error: 0.010874748229980469 time: 2:04:07.557642
- B/E: 120 / 56 , Gen_loss: -0.34430426 MI_loss: 20.947184 Detection error: 0.010870635509490967 time: 2:04:08.309844
- B/E: 121 / 56 , Gen_loss: -0.3501491 MI_loss: 21.334494 Detection error: 0.010875523090362549 time: 2:04:09.148668
- B/E: 122 / 56 , Gen_loss: -0.3573653 MI_loss: 21.533703 Detection error: 0.010871171951293945 time: 2:04:10.006597
- B/E: 123 / 56 , Gen_loss: -0.3446833 MI_loss: 20.770111 Detection error: 0.01086568832397461 time: 2:04:10.864455
- B/E: 124 / 56 , Gen_loss: -0.35445237 MI_loss: 21.388485 Detection error: 0.010865986347198486 time: 2:04:11.644150
- B/E: 125 / 56 , Gen_loss: -0.34837154 MI_loss: 21.246101 Detection error: 0.010874271392822266 time: 2:04:12.394978
- B/E: 126 / 56 , Gen_loss: -0.3500529 MI_loss: 21.311577 Detection error: 0.010883629322052002 time: 2:04:13.148353
- B/E: 127 / 56 , Gen_loss: -0.3440945 MI_loss: 20.841656 Detection error: 0.010876476764678955 time: 2:04:14.095155
- B/E: 128 / 56 , Gen_loss: -0.35226616 MI_loss: 21.545084 Detection error: 0.010885417461395264 time: 2:04:14.966291
- B/E: 129 / 56 , Gen_loss: -0.3501359 MI_loss: 21.408623 Detection error: 0.010893523693084717 time: 2:04:15.829905
- B/E: 130 / 56 , Gen_loss: -0.35058868 MI_loss: 21.263447 Detection error: 0.010902643203735352 time: 2:04:16.686518
- B/E: 131 / 56 , Gen_loss: -0.35052526 MI_loss: 21.1892 Detection error: 0.010905086994171143 time: 2:04:17.544135
- B/E: 132 / 56 , Gen_loss: -0.35853475 MI_loss: 21.71986 Detection error: 0.010905802249908447 time: 2:04:18.410050
- B/E: 133 / 56 , Gen_loss: -0.35632682 MI_loss: 21.600155 Detection error: 0.010908365249633789 time: 2:04:19.285624
- B/E: 134 / 56 , Gen_loss: -0.36016655 MI_loss: 21.916428 Detection error: 0.010916411876678467 time: 2:04:20.122800
- B/E: 135 / 56 , Gen_loss: -0.35026488 MI_loss: 21.299652 Detection error: 0.010919809341430664 time: 2:04:20.977567
- B/E: 136 / 56 , Gen_loss: -0.34812248 MI_loss: 21.118572 Detection error: 0.01092219352722168 time: 2:04:21.837832
- B/E: 137 / 56 , Gen_loss: -0.34774968 MI_loss: 21.121897 Detection error: 0.010924160480499268 time: 2:04:22.637585
- B/E: 138 / 56 , Gen_loss: -0.35063726 MI_loss: 21.36864 Detection error: 0.010928928852081299 time: 2:04:23.389931
- B/E: 139 / 56 , Gen_loss: -0.34853318 MI_loss: 21.080124 Detection error: 0.010930120944976807 time: 2:04:24.139899
- B/E: 140 / 56 , Gen_loss: -0.35217863 MI_loss: 21.444653 Detection error: 0.010930418968200684 time: 2:04:24.953297
- B/E: 141 / 56 , Gen_loss: -0.35094953 MI_loss: 21.332817 Detection error: 0.010928452014923096 time: 2:04:25.814583
- B/E: 142 / 56 , Gen_loss: -0.34683454 MI_loss: 21.045395 Detection error: 0.01093137264251709 time: 2:04:26.676270
- B/E: 143 / 56 , Gen_loss: -0.3553565 MI_loss: 21.583559 Detection error: 0.010929882526397705 time: 2:04:27.633657
- B/E: 144 / 56 , Gen_loss: -0.35286975 MI_loss: 21.507149 Detection error: 0.010935366153717041 time: 2:04:28.521101
- B/E: 145 / 56 , Gen_loss: -0.34455073 MI_loss: 20.971212 Detection error: 0.010940909385681152 time: 2:04:29.379542
- B/E: 146 / 56 , Gen_loss: -0.35178605 MI_loss: 21.323246 Detection error: 0.010940909385681152 time: 2:04:30.241335
- B/E: 147 / 56 , Gen_loss: -0.3478499 MI_loss: 21.122763 Detection error: 0.010942339897155762 time: 2:04:31.119795
- B/E: 148 / 56 , Gen_loss: -0.35327253 MI_loss: 21.583202 Detection error: 0.010940253734588623 time: 2:04:31.976771
- B/E: 149 / 56 , Gen_loss: -0.3570254 MI_loss: 21.818571 Detection error: 0.010946691036224365 time: 2:04:32.834011
-
- Test Loss: 11.582778 Test Error: 0.011333346366882324
- -----
- EPOCH: 57
- B/E: 0 / 57 , Gen_loss: -0.3442331 MI_loss: 20.863976 Detection error: 0.01181250810623169 time: 2:04:34.863183
- B/E: 1 / 57 , Gen_loss: -0.32607922 MI_loss: 20.090992 Detection error: 0.013343751430511475 time: 2:04:42.692481
- B/E: 2 / 57 , Gen_loss: -0.33496132 MI_loss: 20.31814 Detection error: 0.01222914457321167 time: 2:04:43.571902
- B/E: 3 / 57 , Gen_loss: -0.340352 MI_loss: 20.860819 Detection error: 0.012054681777954102 time: 2:04:44.448080
- B/E: 4 / 57 , Gen_loss: -0.34805495 MI_loss: 21.1551 Detection error: 0.012012481689453125 time: 2:04:45.314938
- B/E: 5 / 57 , Gen_loss: -0.3407604 MI_loss: 21.009588 Detection error: 0.011739611625671387 time: 2:04:46.264074
- B/E: 6 / 57 , Gen_loss: -0.3422449 MI_loss: 20.80555 Detection error: 0.011736631393432617 time: 2:04:47.126350
- B/E: 7 / 57 , Gen_loss: -0.35678864 MI_loss: 21.597378 Detection error: 0.011703133583068848 time: 2:04:48.004943
- B/E: 8 / 57 , Gen_loss: -0.34054935 MI_loss: 20.665722 Detection error: 0.011527776718139648 time: 2:04:48.868494
- B/E: 9 / 57 , Gen_loss: -0.3508774 MI_loss: 21.324463 Detection error: 0.011440634727478027 time: 2:04:49.723515
- B/E: 10 / 57 , Gen_loss: -0.3535469 MI_loss: 21.533482 Detection error: 0.011366486549377441 time: 2:04:50.580033
- B/E: 11 / 57 , Gen_loss: -0.341562 MI_loss: 20.83879 Detection error: 0.011375010013580322 time: 2:04:51.459754
- B/E: 12 / 57 , Gen_loss: -0.36216596 MI_loss: 21.907784 Detection error: 0.011391818523406982 time: 2:04:52.317590
- B/E: 13 / 57 , Gen_loss: -0.33835167 MI_loss: 20.459158 Detection error: 0.011341512203216553 time: 2:04:53.179583
- B/E: 14 / 57 , Gen_loss: -0.3562743 MI_loss: 21.535748 Detection error: 0.011295855045318604 time: 2:04:54.038478
- B/E: 15 / 57 , Gen_loss: -0.35440248 MI_loss: 21.552237 Detection error: 0.011267602443695068 time: 2:04:54.917541
- B/E: 16 / 57 , Gen_loss: -0.3479896 MI_loss: 21.003254 Detection error: 0.01118016242980957 time: 2:04:55.778101
- B/E: 17 / 57 , Gen_loss: -0.3423291 MI_loss: 20.621965 Detection error: 0.011133670806884766 time: 2:04:56.655719
- B/E: 18 / 57 , Gen_loss: -0.35168153 MI_loss: 21.422647 Detection error: 0.011078953742980957 time: 2:04:57.511240
- B/E: 19 / 57 , Gen_loss: -0.33629283 MI_loss: 20.605228 Detection error: 0.01106250286102295 time: 2:04:58.368385
- B/E: 20 / 57 , Gen_loss: -0.34635368 MI_loss: 21.046494 Detection error: 0.011087775230407715 time: 2:04:59.336025
- B/E: 21 / 57 , Gen_loss: -0.34095162 MI_loss: 20.636389 Detection error: 0.01108241081237793 time: 2:05:00.193201
- B/E: 22 / 57 , Gen_loss: -0.34972477 MI_loss: 21.005785 Detection error: 0.011072039604187012 time: 2:05:01.051570
- B/E: 23 / 57 , Gen_loss: -0.35176444 MI_loss: 21.36625 Detection error: 0.011067688465118408 time: 2:05:01.908851
- B/E: 24 / 57 , Gen_loss: -0.35041946 MI_loss: 21.256645 Detection error: 0.011020004749298096 time: 2:05:02.771715
- B/E: 25 / 57 , Gen_loss: -0.34794092 MI_loss: 21.102934 Detection error: 0.011032462120056152 time: 2:05:03.631477
- B/E: 26 / 57 , Gen_loss: -0.35381627 MI_loss: 21.58709 Detection error: 0.011098384857177734 time: 2:05:04.539114
- B/E: 27 / 57 , Gen_loss: -0.34503442 MI_loss: 21.086065 Detection error: 0.011085927486419678 time: 2:05:05.402503
- B/E: 28 / 57 , Gen_loss: -0.3553194 MI_loss: 21.558998 Detection error: 0.011094808578491211 time: 2:05:06.267203
- B/E: 29 / 57 , Gen_loss: -0.33539078 MI_loss: 20.353275 Detection error: 0.011079192161560059 time: 2:05:07.125923
- B/E: 30 / 57 , Gen_loss: -0.34399545 MI_loss: 20.80854 Detection error: 0.011052429676055908 time: 2:05:07.986357
- B/E: 31 / 57 , Gen_loss: -0.35190317 MI_loss: 21.31312 Detection error: 0.01102536916732788 time: 2:05:08.846356
- B/E: 32 / 57 , Gen_loss: -0.34048706 MI_loss: 20.605673 Detection error: 0.0110245943069458 time: 2:05:09.708474
- B/E: 33 / 57 , Gen_loss: -0.34453914 MI_loss: 20.927317 Detection error: 0.010980725288391113 time: 2:05:10.572436
- B/E: 34 / 57 , Gen_loss: -0.34391534 MI_loss: 20.988937 Detection error: 0.010988414287567139 time: 2:05:11.433807
- B/E: 35 / 57 , Gen_loss: -0.34970462 MI_loss: 21.264822 Detection error: 0.010966122150421143 time: 2:05:12.293890
- B/E: 36 / 57 , Gen_loss: -0.3582811 MI_loss: 21.63673 Detection error: 0.010951042175292969 time: 2:05:13.233169
- B/E: 37 / 57 , Gen_loss: -0.3511599 MI_loss: 21.26892 Detection error: 0.010934233665466309 time: 2:05:14.100269
- B/E: 38 / 57 , Gen_loss: -0.348262 MI_loss: 21.152428 Detection error: 0.010947108268737793 time: 2:05:14.978186
- B/E: 39 / 57 , Gen_loss: -0.36000824 MI_loss: 21.817816 Detection error: 0.010939836502075195 time: 2:05:15.833085
- B/E: 40 / 57 , Gen_loss: -0.3582401 MI_loss: 21.710133 Detection error: 0.01092761754989624 time: 2:05:16.690063
- B/E: 41 / 57 , Gen_loss: -0.35287014 MI_loss: 21.504755 Detection error: 0.010942697525024414 time: 2:05:17.550969
- B/E: 42 / 57 , Gen_loss: -0.34075788 MI_loss: 20.563961 Detection error: 0.010915696620941162 time: 2:05:18.409007
- B/E: 43 / 57 , Gen_loss: -0.3490314 MI_loss: 21.171648 Detection error: 0.010919749736785889 time: 2:05:19.266262
- B/E: 44 / 57 , Gen_loss: -0.34344283 MI_loss: 20.940191 Detection error: 0.010922908782958984 time: 2:05:20.072834
- B/E: 45 / 57 , Gen_loss: -0.35819831 MI_loss: 21.70104 Detection error: 0.010934770107269287 time: 2:05:20.850578
- B/E: 46 / 57 , Gen_loss: -0.34912872 MI_loss: 21.11995 Detection error: 0.01093149185180664 time: 2:05:21.715794
- B/E: 47 / 57 , Gen_loss: -0.36103588 MI_loss: 21.742586 Detection error: 0.010919272899627686 time: 2:05:22.570787
- B/E: 48 / 57 , Gen_loss: -0.34018582 MI_loss: 20.862783 Detection error: 0.010945141315460205 time: 2:05:23.426492
- B/E: 49 / 57 , Gen_loss: -0.35283795 MI_loss: 21.561556 Detection error: 0.010954976081848145 time: 2:05:24.283457
- B/E: 50 / 57 , Gen_loss: -0.3515129 MI_loss: 21.31592 Detection error: 0.01095283031463623 time: 2:05:25.165530
- B/E: 51 / 57 , Gen_loss: -0.3477089 MI_loss: 21.150864 Detection error: 0.010956108570098877 time: 2:05:26.022850
- B/E: 52 / 57 , Gen_loss: -0.35937643 MI_loss: 21.825583 Detection error: 0.01094752550125122 time: 2:05:26.971011
- B/E: 53 / 57 , Gen_loss: -0.35352728 MI_loss: 21.494701 Detection error: 0.010953128337860107 time: 2:05:27.830433
- B/E: 54 / 57 , Gen_loss: -0.34371775 MI_loss: 20.900324 Detection error: 0.01093977689743042 time: 2:05:28.714718
- B/E: 55 / 57 , Gen_loss: -0.3472704 MI_loss: 21.045185 Detection error: 0.0109330415725708 time: 2:05:29.570973
- B/E: 56 / 57 , Gen_loss: -0.34846443 MI_loss: 21.187525 Detection error: 0.010921597480773926 time: 2:05:30.429875
- B/E: 57 / 57 , Gen_loss: -0.35585275 MI_loss: 21.736107 Detection error: 0.010912716388702393 time: 2:05:31.286878
- B/E: 58 / 57 , Gen_loss: -0.35176438 MI_loss: 21.442099 Detection error: 0.01089620590209961 time: 2:05:32.146247
- B/E: 59 / 57 , Gen_loss: -0.34788412 MI_loss: 21.099077 Detection error: 0.010916173458099365 time: 2:05:33.004716
- B/E: 60 / 57 , Gen_loss: -0.34825042 MI_loss: 21.201845 Detection error: 0.010907292366027832 time: 2:05:33.787739
- B/E: 61 / 57 , Gen_loss: -0.35337672 MI_loss: 21.416702 Detection error: 0.010899722576141357 time: 2:05:34.596688
- B/E: 62 / 57 , Gen_loss: -0.35353816 MI_loss: 21.668303 Detection error: 0.010903775691986084 time: 2:05:35.454946
- B/E: 63 / 57 , Gen_loss: -0.35070544 MI_loss: 21.403564 Detection error: 0.010897457599639893 time: 2:05:36.313596
- B/E: 64 / 57 , Gen_loss: -0.35584533 MI_loss: 21.615324 Detection error: 0.010890364646911621 time: 2:05:37.172132
- B/E: 65 / 57 , Gen_loss: -0.35231218 MI_loss: 21.226198 Detection error: 0.010891556739807129 time: 2:05:38.030628
- B/E: 66 / 57 , Gen_loss: -0.34575644 MI_loss: 21.111526 Detection error: 0.01087963581085205 time: 2:05:38.886867
- B/E: 67 / 57 , Gen_loss: -0.3516001 MI_loss: 21.304285 Detection error: 0.010878205299377441 time: 2:05:39.747926
- B/E: 68 / 57 , Gen_loss: -0.340914 MI_loss: 20.637693 Detection error: 0.010870039463043213 time: 2:05:40.706464
- B/E: 69 / 57 , Gen_loss: -0.34960505 MI_loss: 21.22551 Detection error: 0.01088172197341919 time: 2:05:41.482358
- B/E: 70 / 57 , Gen_loss: -0.35816094 MI_loss: 21.702873 Detection error: 0.010873675346374512 time: 2:05:42.329264
- B/E: 71 / 57 , Gen_loss: -0.34249204 MI_loss: 20.852522 Detection error: 0.01088106632232666 time: 2:05:43.191442
- B/E: 72 / 57 , Gen_loss: -0.3521894 MI_loss: 21.381521 Detection error: 0.01087886095046997 time: 2:05:44.052628
- B/E: 73 / 57 , Gen_loss: -0.3533173 MI_loss: 21.39642 Detection error: 0.010876715183258057 time: 2:05:44.917373
- B/E: 74 / 57 , Gen_loss: -0.3494108 MI_loss: 21.245672 Detection error: 0.01087123155593872 time: 2:05:45.702832
- B/E: 75 / 57 , Gen_loss: -0.34795937 MI_loss: 21.11141 Detection error: 0.010868430137634277 time: 2:05:46.451183
- B/E: 76 / 57 , Gen_loss: -0.3535531 MI_loss: 21.3849 Detection error: 0.010866880416870117 time: 2:05:47.210245
- B/E: 77 / 57 , Gen_loss: -0.34573257 MI_loss: 20.89709 Detection error: 0.010866165161132812 time: 2:05:47.962144
- B/E: 78 / 57 , Gen_loss: -0.36321098 MI_loss: 21.969791 Detection error: 0.010857582092285156 time: 2:05:48.739063
- B/E: 79 / 57 , Gen_loss: -0.34302703 MI_loss: 20.885607 Detection error: 0.010868370532989502 time: 2:05:49.488476
- B/E: 80 / 57 , Gen_loss: -0.34288442 MI_loss: 20.958965 Detection error: 0.01087576150894165 time: 2:05:50.311451
- B/E: 81 / 57 , Gen_loss: -0.3538405 MI_loss: 21.445171 Detection error: 0.010873854160308838 time: 2:05:51.171087
- B/E: 82 / 57 , Gen_loss: -0.3446947 MI_loss: 20.895956 Detection error: 0.010867118835449219 time: 2:05:52.029777
- B/E: 83 / 57 , Gen_loss: -0.35692248 MI_loss: 21.784657 Detection error: 0.010865330696105957 time: 2:05:52.884565
- B/E: 84 / 57 , Gen_loss: -0.3512026 MI_loss: 21.28136 Detection error: 0.010868728160858154 time: 2:05:53.830624
- B/E: 85 / 57 , Gen_loss: -0.34864676 MI_loss: 21.075846 Detection error: 0.010849535465240479 time: 2:05:54.707820
- B/E: 86 / 57 , Gen_loss: -0.33958015 MI_loss: 20.432665 Detection error: 0.01085597276687622 time: 2:05:55.568357
- B/E: 87 / 57 , Gen_loss: -0.35008937 MI_loss: 21.23996 Detection error: 0.010838806629180908 time: 2:05:56.361918
- B/E: 88 / 57 , Gen_loss: -0.35554725 MI_loss: 21.530016 Detection error: 0.010830402374267578 time: 2:05:57.113551
- B/E: 89 / 57 , Gen_loss: -0.3480349 MI_loss: 21.152004 Detection error: 0.010845839977264404 time: 2:05:57.945351
- B/E: 90 / 57 , Gen_loss: -0.35144272 MI_loss: 21.150753 Detection error: 0.010837197303771973 time: 2:05:58.807583
- B/E: 91 / 57 , Gen_loss: -0.3396577 MI_loss: 20.758837 Detection error: 0.010848164558410645 time: 2:05:59.668059
- B/E: 92 / 57 , Gen_loss: -0.352172 MI_loss: 21.327503 Detection error: 0.01083904504776001 time: 2:06:00.555974
- B/E: 93 / 57 , Gen_loss: -0.35049582 MI_loss: 21.273373 Detection error: 0.010837078094482422 time: 2:06:01.430354
- B/E: 94 / 57 , Gen_loss: -0.352879 MI_loss: 21.522953 Detection error: 0.010856568813323975 time: 2:06:02.294006
- B/E: 95 / 57 , Gen_loss: -0.35537595 MI_loss: 21.566027 Detection error: 0.010860323905944824 time: 2:06:03.153459
- B/E: 96 / 57 , Gen_loss: -0.34917298 MI_loss: 21.295732 Detection error: 0.010857939720153809 time: 2:06:04.014270
- B/E: 97 / 57 , Gen_loss: -0.35480842 MI_loss: 21.550266 Detection error: 0.010850131511688232 time: 2:06:04.874141
- B/E: 98 / 57 , Gen_loss: -0.35671318 MI_loss: 21.535137 Detection error: 0.010834276676177979 time: 2:06:05.740260
- B/E: 99 / 57 , Gen_loss: -0.35798624 MI_loss: 21.812752 Detection error: 0.010828137397766113 time: 2:06:06.600609
- B/E: 100 / 57 , Gen_loss: -0.34671175 MI_loss: 21.119026 Detection error: 0.010838508605957031 time: 2:06:07.557573
- B/E: 101 / 57 , Gen_loss: -0.3430234 MI_loss: 20.832308 Detection error: 0.010843753814697266 time: 2:06:08.378107
- B/E: 102 / 57 , Gen_loss: -0.34741035 MI_loss: 21.095316 Detection error: 0.010841906070709229 time: 2:06:09.229123
- B/E: 103 / 57 , Gen_loss: -0.35238132 MI_loss: 21.368603 Detection error: 0.01084136962890625 time: 2:06:10.087340
- B/E: 104 / 57 , Gen_loss: -0.3520264 MI_loss: 21.254974 Detection error: 0.010843455791473389 time: 2:06:10.947282
- B/E: 105 / 57 , Gen_loss: -0.34704602 MI_loss: 21.182018 Detection error: 0.010838449001312256 time: 2:06:11.807758
- B/E: 106 / 57 , Gen_loss: -0.34549755 MI_loss: 21.03229 Detection error: 0.010846078395843506 time: 2:06:12.666983
- B/E: 107 / 57 , Gen_loss: -0.36117142 MI_loss: 21.990961 Detection error: 0.010854721069335938 time: 2:06:13.532107
- B/E: 108 / 57 , Gen_loss: -0.3418533 MI_loss: 20.594902 Detection error: 0.010858356952667236 time: 2:06:14.390972
- B/E: 109 / 57 , Gen_loss: -0.35799497 MI_loss: 21.719587 Detection error: 0.010850012302398682 time: 2:06:15.251095
- B/E: 110 / 57 , Gen_loss: -0.34577826 MI_loss: 20.851757 Detection error: 0.010841786861419678 time: 2:06:16.098121
- B/E: 111 / 57 , Gen_loss: -0.36032775 MI_loss: 21.72729 Detection error: 0.01083981990814209 time: 2:06:16.853988
- B/E: 112 / 57 , Gen_loss: -0.34205294 MI_loss: 20.807817 Detection error: 0.01083683967590332 time: 2:06:17.702219
- B/E: 113 / 57 , Gen_loss: -0.35971728 MI_loss: 21.766253 Detection error: 0.010844051837921143 time: 2:06:18.558576
- B/E: 114 / 57 , Gen_loss: -0.35160512 MI_loss: 21.337004 Detection error: 0.010844588279724121 time: 2:06:19.422844
- B/E: 115 / 57 , Gen_loss: -0.3598378 MI_loss: 21.776884 Detection error: 0.010844290256500244 time: 2:06:20.284373
- B/E: 116 / 57 , Gen_loss: -0.35729977 MI_loss: 21.54658 Detection error: 0.01084136962890625 time: 2:06:21.195244
- B/E: 117 / 57 , Gen_loss: -0.33390337 MI_loss: 20.340862 Detection error: 0.010845065116882324 time: 2:06:21.945420
- B/E: 118 / 57 , Gen_loss: -0.35213527 MI_loss: 21.237312 Detection error: 0.010833799839019775 time: 2:06:22.694864
- B/E: 119 / 57 , Gen_loss: -0.34464216 MI_loss: 20.994307 Detection error: 0.01083153486251831 time: 2:06:23.459992
- B/E: 120 / 57 , Gen_loss: -0.3378969 MI_loss: 20.59368 Detection error: 0.010829806327819824 time: 2:06:24.312813
- B/E: 121 / 57 , Gen_loss: -0.35994655 MI_loss: 21.826654 Detection error: 0.010835051536560059 time: 2:06:25.173867
- B/E: 122 / 57 , Gen_loss: -0.3573404 MI_loss: 21.499645 Detection error: 0.010828018188476562 time: 2:06:25.964464
- B/E: 123 / 57 , Gen_loss: -0.34185895 MI_loss: 20.661268 Detection error: 0.010824859142303467 time: 2:06:26.743211
- B/E: 124 / 57 , Gen_loss: -0.34290347 MI_loss: 20.931904 Detection error: 0.010825514793395996 time: 2:06:27.627152
- B/E: 125 / 57 , Gen_loss: -0.34651724 MI_loss: 21.094109 Detection error: 0.010828852653503418 time: 2:06:28.497427
- B/E: 126 / 57 , Gen_loss: -0.34700304 MI_loss: 21.241364 Detection error: 0.010836362838745117 time: 2:06:29.355577
- B/E: 127 / 57 , Gen_loss: -0.35140958 MI_loss: 21.405865 Detection error: 0.010833263397216797 time: 2:06:30.213618
- B/E: 128 / 57 , Gen_loss: -0.34163216 MI_loss: 20.716208 Detection error: 0.010843992233276367 time: 2:06:31.071079
- B/E: 129 / 57 , Gen_loss: -0.34908906 MI_loss: 21.319977 Detection error: 0.010850250720977783 time: 2:06:31.953547
- B/E: 130 / 57 , Gen_loss: -0.35777178 MI_loss: 21.707544 Detection error: 0.010858535766601562 time: 2:06:32.810167
- B/E: 131 / 57 , Gen_loss: -0.34602132 MI_loss: 21.031052 Detection error: 0.010860323905944824 time: 2:06:33.666833
- B/E: 132 / 57 , Gen_loss: -0.34869182 MI_loss: 21.111792 Detection error: 0.010853826999664307 time: 2:06:34.606371
- B/E: 133 / 57 , Gen_loss: -0.35310942 MI_loss: 21.395584 Detection error: 0.010863125324249268 time: 2:06:35.417069
- B/E: 134 / 57 , Gen_loss: -0.3500701 MI_loss: 21.322004 Detection error: 0.010868489742279053 time: 2:06:36.167524
- B/E: 135 / 57 , Gen_loss: -0.3540072 MI_loss: 21.5765 Detection error: 0.010871350765228271 time: 2:06:36.933430
- B/E: 136 / 57 , Gen_loss: -0.3491573 MI_loss: 21.116665 Detection error: 0.010870695114135742 time: 2:06:37.779168
- B/E: 137 / 57 , Gen_loss: -0.3382655 MI_loss: 20.555853 Detection error: 0.01087886095046997 time: 2:06:38.635658
- B/E: 138 / 57 , Gen_loss: -0.34917277 MI_loss: 21.30527 Detection error: 0.010886669158935547 time: 2:06:39.519684
- B/E: 139 / 57 , Gen_loss: -0.34920195 MI_loss: 21.264523 Detection error: 0.010893285274505615 time: 2:06:40.375325
- B/E: 140 / 57 , Gen_loss: -0.34361112 MI_loss: 21.020075 Detection error: 0.010894477367401123 time: 2:06:41.233577
- B/E: 141 / 57 , Gen_loss: -0.33935976 MI_loss: 20.578417 Detection error: 0.010889768600463867 time: 2:06:42.092611
- B/E: 142 / 57 , Gen_loss: -0.35134313 MI_loss: 21.381577 Detection error: 0.010893166065216064 time: 2:06:42.953007
- B/E: 143 / 57 , Gen_loss: -0.3492803 MI_loss: 21.194218 Detection error: 0.010890841484069824 time: 2:06:43.809122
- B/E: 144 / 57 , Gen_loss: -0.34289047 MI_loss: 20.735695 Detection error: 0.010897219181060791 time: 2:06:44.665728
- B/E: 145 / 57 , Gen_loss: -0.34359062 MI_loss: 20.869026 Detection error: 0.010899841785430908 time: 2:06:45.525324
- B/E: 146 / 57 , Gen_loss: -0.34582105 MI_loss: 20.91844 Detection error: 0.010899901390075684 time: 2:06:46.386112
- B/E: 147 / 57 , Gen_loss: -0.35624352 MI_loss: 21.679178 Detection error: 0.01090162992477417 time: 2:06:47.242954
- B/E: 148 / 57 , Gen_loss: -0.35779753 MI_loss: 21.783627 Detection error: 0.010904550552368164 time: 2:06:48.202901
- B/E: 149 / 57 , Gen_loss: -0.34855944 MI_loss: 21.161472 Detection error: 0.010907888412475586 time: 2:06:49.058590
-
- Test Loss: 11.547618 Test Error: 0.011574983596801758
- -----
- EPOCH: 58
- B/E: 0 / 58 , Gen_loss: -0.3460572 MI_loss: 21.041172 Detection error: 0.012406229972839355 time: 2:06:51.048543
- B/E: 1 / 58 , Gen_loss: -0.32797927 MI_loss: 20.209414 Detection error: 0.01273435354232788 time: 2:06:59.012314
- B/E: 2 / 58 , Gen_loss: -0.32882574 MI_loss: 19.831028 Detection error: 0.011874973773956299 time: 2:06:59.898149
- B/E: 3 / 58 , Gen_loss: -0.35231423 MI_loss: 21.330795 Detection error: 0.011671900749206543 time: 2:07:00.787595
- B/E: 4 / 58 , Gen_loss: -0.33326665 MI_loss: 20.151302 Detection error: 0.011631250381469727 time: 2:07:01.648784
- B/E: 5 / 58 , Gen_loss: -0.33803466 MI_loss: 20.550888 Detection error: 0.011546850204467773 time: 2:07:02.508592
- B/E: 6 / 58 , Gen_loss: -0.34852526 MI_loss: 21.178852 Detection error: 0.011522293090820312 time: 2:07:03.369068
- B/E: 7 / 58 , Gen_loss: -0.3538077 MI_loss: 21.453753 Detection error: 0.011503934860229492 time: 2:07:04.253333
- B/E: 8 / 58 , Gen_loss: -0.3407531 MI_loss: 20.727434 Detection error: 0.011399328708648682 time: 2:07:05.015368
- B/E: 9 / 58 , Gen_loss: -0.35382962 MI_loss: 21.502968 Detection error: 0.01132500171661377 time: 2:07:05.871507
- B/E: 10 / 58 , Gen_loss: -0.350362 MI_loss: 21.290192 Detection error: 0.011261343955993652 time: 2:07:06.829013
- B/E: 11 / 58 , Gen_loss: -0.35397223 MI_loss: 21.612343 Detection error: 0.011289060115814209 time: 2:07:07.725108
- B/E: 12 / 58 , Gen_loss: -0.35062984 MI_loss: 21.160824 Detection error: 0.011278867721557617 time: 2:07:08.513066
- B/E: 13 / 58 , Gen_loss: -0.34454724 MI_loss: 20.80598 Detection error: 0.011234402656555176 time: 2:07:09.381765
- B/E: 14 / 58 , Gen_loss: -0.34853438 MI_loss: 21.14189 Detection error: 0.011179149150848389 time: 2:07:10.239409
- B/E: 15 / 58 , Gen_loss: -0.34434873 MI_loss: 20.952883 Detection error: 0.011160135269165039 time: 2:07:11.096852
- B/E: 16 / 58 , Gen_loss: -0.35430214 MI_loss: 21.423668 Detection error: 0.011115789413452148 time: 2:07:11.959808
- B/E: 17 / 58 , Gen_loss: -0.35244912 MI_loss: 21.367912 Detection error: 0.01108330488204956 time: 2:07:12.817976
- B/E: 18 / 58 , Gen_loss: -0.34316298 MI_loss: 20.727016 Detection error: 0.011008203029632568 time: 2:07:13.611607
- B/E: 19 / 58 , Gen_loss: -0.34199318 MI_loss: 20.678268 Detection error: 0.011048436164855957 time: 2:07:14.363749
- B/E: 20 / 58 , Gen_loss: -0.3411241 MI_loss: 20.578415 Detection error: 0.011044621467590332 time: 2:07:15.216072
- B/E: 21 / 58 , Gen_loss: -0.35410285 MI_loss: 21.480255 Detection error: 0.011039793491363525 time: 2:07:16.003669
- B/E: 22 / 58 , Gen_loss: -0.34447825 MI_loss: 20.900433 Detection error: 0.011046171188354492 time: 2:07:16.791195
- B/E: 23 / 58 , Gen_loss: -0.34955668 MI_loss: 21.108414 Detection error: 0.011027336120605469 time: 2:07:17.648216
- B/E: 24 / 58 , Gen_loss: -0.3560782 MI_loss: 21.666857 Detection error: 0.011020004749298096 time: 2:07:18.505228
- B/E: 25 / 58 , Gen_loss: -0.34791785 MI_loss: 21.127626 Detection error: 0.011022865772247314 time: 2:07:19.467906
- B/E: 26 / 58 , Gen_loss: -0.34761065 MI_loss: 21.149214 Detection error: 0.011094927787780762 time: 2:07:20.260051
- B/E: 27 / 58 , Gen_loss: -0.35635152 MI_loss: 21.673168 Detection error: 0.011075913906097412 time: 2:07:21.011729
- B/E: 28 / 58 , Gen_loss: -0.34653282 MI_loss: 20.903584 Detection error: 0.011061429977416992 time: 2:07:21.765176
- B/E: 29 / 58 , Gen_loss: -0.34839976 MI_loss: 21.172134 Detection error: 0.011081278324127197 time: 2:07:22.516945
- B/E: 30 / 58 , Gen_loss: -0.34821865 MI_loss: 21.027397 Detection error: 0.011045336723327637 time: 2:07:23.272795
- B/E: 31 / 58 , Gen_loss: -0.34954613 MI_loss: 21.149666 Detection error: 0.011020481586456299 time: 2:07:24.024027
- B/E: 32 / 58 , Gen_loss: -0.35445482 MI_loss: 21.648802 Detection error: 0.011021792888641357 time: 2:07:24.775123
- B/E: 33 / 58 , Gen_loss: -0.33810607 MI_loss: 20.441235 Detection error: 0.010985314846038818 time: 2:07:25.525608
- B/E: 34 / 58 , Gen_loss: -0.34644896 MI_loss: 21.0891 Detection error: 0.010991096496582031 time: 2:07:26.276696
- B/E: 35 / 58 , Gen_loss: -0.35211954 MI_loss: 21.270903 Detection error: 0.01097571849822998 time: 2:07:27.132353
- B/E: 36 / 58 , Gen_loss: -0.35341692 MI_loss: 21.468975 Detection error: 0.010963678359985352 time: 2:07:27.991849
- B/E: 37 / 58 , Gen_loss: -0.34711567 MI_loss: 20.997036 Detection error: 0.010953128337860107 time: 2:07:28.772311
- B/E: 38 / 58 , Gen_loss: -0.34736285 MI_loss: 21.004232 Detection error: 0.010963141918182373 time: 2:07:29.617363
- B/E: 39 / 58 , Gen_loss: -0.3455201 MI_loss: 20.960625 Detection error: 0.01093357801437378 time: 2:07:30.439395
- B/E: 40 / 58 , Gen_loss: -0.34503362 MI_loss: 20.855656 Detection error: 0.010923027992248535 time: 2:07:31.193201
- B/E: 41 / 58 , Gen_loss: -0.34691542 MI_loss: 21.064781 Detection error: 0.010926365852355957 time: 2:07:32.128236
- B/E: 42 / 58 , Gen_loss: -0.34975877 MI_loss: 21.22967 Detection error: 0.010908424854278564 time: 2:07:32.986463
- B/E: 43 / 58 , Gen_loss: -0.36714306 MI_loss: 22.116482 Detection error: 0.010910511016845703 time: 2:07:33.846873
- B/E: 44 / 58 , Gen_loss: -0.35704607 MI_loss: 21.75891 Detection error: 0.010920822620391846 time: 2:07:34.725371
- B/E: 45 / 58 , Gen_loss: -0.35354775 MI_loss: 21.431595 Detection error: 0.010923206806182861 time: 2:07:35.587712
- B/E: 46 / 58 , Gen_loss: -0.34987035 MI_loss: 21.2867 Detection error: 0.0109175443649292 time: 2:07:36.447135
- B/E: 47 / 58 , Gen_loss: -0.36022127 MI_loss: 21.78227 Detection error: 0.010901689529418945 time: 2:07:37.308940
- B/E: 48 / 58 , Gen_loss: -0.3519257 MI_loss: 21.388678 Detection error: 0.010917723178863525 time: 2:07:38.197481
- B/E: 49 / 58 , Gen_loss: -0.35524726 MI_loss: 21.516125 Detection error: 0.01092439889907837 time: 2:07:38.987060
- B/E: 50 / 58 , Gen_loss: -0.34988454 MI_loss: 21.282246 Detection error: 0.010931968688964844 time: 2:07:39.740361
- B/E: 51 / 58 , Gen_loss: -0.34877914 MI_loss: 21.289852 Detection error: 0.01092308759689331 time: 2:07:40.494466
- B/E: 52 / 58 , Gen_loss: -0.34947908 MI_loss: 21.181805 Detection error: 0.010920405387878418 time: 2:07:41.273680
- B/E: 53 / 58 , Gen_loss: -0.35048258 MI_loss: 21.244213 Detection error: 0.010938107967376709 time: 2:07:42.124897
- B/E: 54 / 58 , Gen_loss: -0.35227877 MI_loss: 21.295544 Detection error: 0.010922729969024658 time: 2:07:42.952248
- B/E: 55 / 58 , Gen_loss: -0.343299 MI_loss: 20.895023 Detection error: 0.010907948017120361 time: 2:07:43.810684
- B/E: 56 / 58 , Gen_loss: -0.3570655 MI_loss: 21.62137 Detection error: 0.010896921157836914 time: 2:07:44.635810
- B/E: 57 / 58 , Gen_loss: -0.34524965 MI_loss: 20.866447 Detection error: 0.010892212390899658 time: 2:07:45.582754
- B/E: 58 / 58 , Gen_loss: -0.35645437 MI_loss: 21.69313 Detection error: 0.01087498664855957 time: 2:07:46.407869
- B/E: 59 / 58 , Gen_loss: -0.35098594 MI_loss: 21.292873 Detection error: 0.010897934436798096 time: 2:07:47.160331
- B/E: 60 / 58 , Gen_loss: -0.34826672 MI_loss: 21.104504 Detection error: 0.010890364646911621 time: 2:07:47.912586
- B/E: 61 / 58 , Gen_loss: -0.3467197 MI_loss: 21.133272 Detection error: 0.010893166065216064 time: 2:07:48.664444
- B/E: 62 / 58 , Gen_loss: -0.34771177 MI_loss: 21.05053 Detection error: 0.010899782180786133 time: 2:07:49.419730
- B/E: 63 / 58 , Gen_loss: -0.34952646 MI_loss: 21.309368 Detection error: 0.010902345180511475 time: 2:07:50.262287
- B/E: 64 / 58 , Gen_loss: -0.35121968 MI_loss: 21.258646 Detection error: 0.010892808437347412 time: 2:07:51.121830
- B/E: 65 / 58 , Gen_loss: -0.34514952 MI_loss: 20.99207 Detection error: 0.010881602764129639 time: 2:07:51.979975
- B/E: 66 / 58 , Gen_loss: -0.35764727 MI_loss: 21.576868 Detection error: 0.010876893997192383 time: 2:07:52.844162
- B/E: 67 / 58 , Gen_loss: -0.35911512 MI_loss: 21.718147 Detection error: 0.010870397090911865 time: 2:07:53.705127
- B/E: 68 / 58 , Gen_loss: -0.35301822 MI_loss: 21.428707 Detection error: 0.010869085788726807 time: 2:07:54.562865
- B/E: 69 / 58 , Gen_loss: -0.34968933 MI_loss: 21.239388 Detection error: 0.01087409257888794 time: 2:07:55.423259
- B/E: 70 / 58 , Gen_loss: -0.35808265 MI_loss: 21.625118 Detection error: 0.01087498664855957 time: 2:07:56.282697
- B/E: 71 / 58 , Gen_loss: -0.34186321 MI_loss: 20.70531 Detection error: 0.010878920555114746 time: 2:07:57.144447
- B/E: 72 / 58 , Gen_loss: -0.34434697 MI_loss: 21.039486 Detection error: 0.010869443416595459 time: 2:07:58.007033
- B/E: 73 / 58 , Gen_loss: -0.3516515 MI_loss: 21.401812 Detection error: 0.010869503021240234 time: 2:07:58.947402
- B/E: 74 / 58 , Gen_loss: -0.33657256 MI_loss: 20.286243 Detection error: 0.01086127758026123 time: 2:07:59.828023
- B/E: 75 / 58 , Gen_loss: -0.34714496 MI_loss: 21.050474 Detection error: 0.010862648487091064 time: 2:08:00.694187
- B/E: 76 / 58 , Gen_loss: -0.3398478 MI_loss: 20.489262 Detection error: 0.010869324207305908 time: 2:08:01.552648
- B/E: 77 / 58 , Gen_loss: -0.3605934 MI_loss: 21.925434 Detection error: 0.010861396789550781 time: 2:08:02.413748
- B/E: 78 / 58 , Gen_loss: -0.35706288 MI_loss: 21.619469 Detection error: 0.010857224464416504 time: 2:08:03.273756
- B/E: 79 / 58 , Gen_loss: -0.3376658 MI_loss: 20.45725 Detection error: 0.010872244834899902 time: 2:08:04.137759
- B/E: 80 / 58 , Gen_loss: -0.350657 MI_loss: 21.412241 Detection error: 0.010886549949645996 time: 2:08:04.926928
- B/E: 81 / 58 , Gen_loss: -0.3476859 MI_loss: 21.167934 Detection error: 0.010875403881072998 time: 2:08:05.677378
- B/E: 82 / 58 , Gen_loss: -0.34840316 MI_loss: 21.048922 Detection error: 0.010867118835449219 time: 2:08:06.440245
- B/E: 83 / 58 , Gen_loss: -0.35703552 MI_loss: 21.69123 Detection error: 0.01087278127670288 time: 2:08:07.197517
- B/E: 84 / 58 , Gen_loss: -0.34243372 MI_loss: 20.851667 Detection error: 0.010873913764953613 time: 2:08:07.966831
- B/E: 85 / 58 , Gen_loss: -0.34875026 MI_loss: 21.041563 Detection error: 0.010856091976165771 time: 2:08:08.773368
- B/E: 86 / 58 , Gen_loss: -0.34817576 MI_loss: 21.232702 Detection error: 0.010856330394744873 time: 2:08:09.527736
- B/E: 87 / 58 , Gen_loss: -0.3287692 MI_loss: 19.737955 Detection error: 0.010843753814697266 time: 2:08:10.277811
- B/E: 88 / 58 , Gen_loss: -0.35746175 MI_loss: 21.658745 Detection error: 0.010836362838745117 time: 2:08:11.027989
- B/E: 89 / 58 , Gen_loss: -0.35283262 MI_loss: 21.502293 Detection error: 0.01084202527999878 time: 2:08:11.985843
- B/E: 90 / 58 , Gen_loss: -0.3456248 MI_loss: 20.832417 Detection error: 0.010841012001037598 time: 2:08:12.847162
- B/E: 91 / 58 , Gen_loss: -0.338397 MI_loss: 20.610111 Detection error: 0.010843396186828613 time: 2:08:13.710577
- B/E: 92 / 58 , Gen_loss: -0.3445175 MI_loss: 20.821144 Detection error: 0.010835707187652588 time: 2:08:14.575344
- B/E: 93 / 58 , Gen_loss: -0.34851885 MI_loss: 21.379524 Detection error: 0.010835111141204834 time: 2:08:15.457708
- B/E: 94 / 58 , Gen_loss: -0.34483635 MI_loss: 21.119404 Detection error: 0.010850965976715088 time: 2:08:16.317763
- B/E: 95 / 58 , Gen_loss: -0.3549187 MI_loss: 21.530863 Detection error: 0.010854184627532959 time: 2:08:17.204238
- B/E: 96 / 58 , Gen_loss: -0.34976894 MI_loss: 21.249502 Detection error: 0.010847926139831543 time: 2:08:18.064276
- B/E: 97 / 58 , Gen_loss: -0.3561573 MI_loss: 21.498642 Detection error: 0.010844051837921143 time: 2:08:18.923869
- B/E: 98 / 58 , Gen_loss: -0.3412668 MI_loss: 20.684223 Detection error: 0.010836482048034668 time: 2:08:19.744020
- B/E: 99 / 58 , Gen_loss: -0.34962818 MI_loss: 21.173162 Detection error: 0.010834038257598877 time: 2:08:20.616360
- B/E: 100 / 58 , Gen_loss: -0.34861112 MI_loss: 21.13743 Detection error: 0.010832905769348145 time: 2:08:21.476709
- B/E: 101 / 58 , Gen_loss: -0.3528123 MI_loss: 21.421618 Detection error: 0.010837912559509277 time: 2:08:22.337637
- B/E: 102 / 58 , Gen_loss: -0.3452893 MI_loss: 20.810703 Detection error: 0.010837972164154053 time: 2:08:23.199709
- B/E: 103 / 58 , Gen_loss: -0.35219377 MI_loss: 21.384165 Detection error: 0.01083683967590332 time: 2:08:24.061352
- B/E: 104 / 58 , Gen_loss: -0.34185284 MI_loss: 20.629154 Detection error: 0.01083749532699585 time: 2:08:24.921441
- B/E: 105 / 58 , Gen_loss: -0.3504887 MI_loss: 21.219995 Detection error: 0.010838150978088379 time: 2:08:25.802667
- B/E: 106 / 58 , Gen_loss: -0.35367876 MI_loss: 21.49331 Detection error: 0.010845780372619629 time: 2:08:26.669859
- B/E: 107 / 58 , Gen_loss: -0.3554913 MI_loss: 21.530228 Detection error: 0.010853290557861328 time: 2:08:27.526489
- B/E: 108 / 58 , Gen_loss: -0.34835705 MI_loss: 21.193161 Detection error: 0.010854661464691162 time: 2:08:28.385616
- B/E: 109 / 58 , Gen_loss: -0.3567667 MI_loss: 21.573492 Detection error: 0.010849416255950928 time: 2:08:29.240398
- B/E: 110 / 58 , Gen_loss: -0.34233898 MI_loss: 20.686535 Detection error: 0.010845422744750977 time: 2:08:30.099817
- B/E: 111 / 58 , Gen_loss: -0.35669726 MI_loss: 21.535223 Detection error: 0.010836482048034668 time: 2:08:30.956412
- B/E: 112 / 58 , Gen_loss: -0.3581312 MI_loss: 21.692825 Detection error: 0.010832428932189941 time: 2:08:31.765386
- B/E: 113 / 58 , Gen_loss: -0.34723163 MI_loss: 21.189281 Detection error: 0.010835826396942139 time: 2:08:32.597456
- B/E: 114 / 58 , Gen_loss: -0.34398025 MI_loss: 20.944914 Detection error: 0.010842680931091309 time: 2:08:33.461787
- B/E: 115 / 58 , Gen_loss: -0.35532832 MI_loss: 21.370888 Detection error: 0.010834574699401855 time: 2:08:34.320208
- B/E: 116 / 58 , Gen_loss: -0.35752058 MI_loss: 21.713493 Detection error: 0.010834157466888428 time: 2:08:35.183483
- B/E: 117 / 58 , Gen_loss: -0.34742627 MI_loss: 21.029686 Detection error: 0.010835826396942139 time: 2:08:35.950333
- B/E: 118 / 58 , Gen_loss: -0.34611878 MI_loss: 20.96859 Detection error: 0.010831117630004883 time: 2:08:36.723631
- B/E: 119 / 58 , Gen_loss: -0.3501713 MI_loss: 21.243656 Detection error: 0.010823726654052734 time: 2:08:37.478851
- B/E: 120 / 58 , Gen_loss: -0.3555939 MI_loss: 21.663757 Detection error: 0.010823845863342285 time: 2:08:38.250788
- B/E: 121 / 58 , Gen_loss: -0.3431976 MI_loss: 20.927727 Detection error: 0.010828614234924316 time: 2:08:39.089614
- B/E: 122 / 58 , Gen_loss: -0.35102746 MI_loss: 21.344547 Detection error: 0.010820865631103516 time: 2:08:39.852463
- B/E: 123 / 58 , Gen_loss: -0.3550625 MI_loss: 21.523048 Detection error: 0.010815262794494629 time: 2:08:40.700511
- B/E: 124 / 58 , Gen_loss: -0.34984142 MI_loss: 21.285599 Detection error: 0.01081550121307373 time: 2:08:41.575865
- B/E: 125 / 58 , Gen_loss: -0.35496712 MI_loss: 21.465641 Detection error: 0.010820448398590088 time: 2:08:42.432569
- B/E: 126 / 58 , Gen_loss: -0.33939907 MI_loss: 20.716887 Detection error: 0.01082700490951538 time: 2:08:43.290566
- B/E: 127 / 58 , Gen_loss: -0.35145658 MI_loss: 21.441437 Detection error: 0.010825693607330322 time: 2:08:44.147035
- B/E: 128 / 58 , Gen_loss: -0.3516964 MI_loss: 21.43183 Detection error: 0.010833799839019775 time: 2:08:45.030393
- B/E: 129 / 58 , Gen_loss: -0.35027635 MI_loss: 21.25802 Detection error: 0.010839879512786865 time: 2:08:45.887694
- B/E: 130 / 58 , Gen_loss: -0.353178 MI_loss: 21.454048 Detection error: 0.010847806930541992 time: 2:08:46.750098
- B/E: 131 / 58 , Gen_loss: -0.3554915 MI_loss: 21.444176 Detection error: 0.01084989309310913 time: 2:08:47.608450
- B/E: 132 / 58 , Gen_loss: -0.3555436 MI_loss: 21.44306 Detection error: 0.010844945907592773 time: 2:08:48.486898
- B/E: 133 / 58 , Gen_loss: -0.35067445 MI_loss: 21.391533 Detection error: 0.010848402976989746 time: 2:08:49.346069
- B/E: 134 / 58 , Gen_loss: -0.34811088 MI_loss: 21.210384 Detection error: 0.010859489440917969 time: 2:08:50.207444
- B/E: 135 / 58 , Gen_loss: -0.3581859 MI_loss: 21.695333 Detection error: 0.010859847068786621 time: 2:08:51.068522
- B/E: 136 / 58 , Gen_loss: -0.3434646 MI_loss: 20.898167 Detection error: 0.01086360216140747 time: 2:08:51.938032
- B/E: 137 / 58 , Gen_loss: -0.3386026 MI_loss: 20.523985 Detection error: 0.01086437702178955 time: 2:08:52.898006
- B/E: 138 / 58 , Gen_loss: -0.35235614 MI_loss: 21.3859 Detection error: 0.010866880416870117 time: 2:08:53.744763
- B/E: 139 / 58 , Gen_loss: -0.35206884 MI_loss: 21.211735 Detection error: 0.010869443416595459 time: 2:08:54.494745
- B/E: 140 / 58 , Gen_loss: -0.35509476 MI_loss: 21.6341 Detection error: 0.010866999626159668 time: 2:08:55.244414
- B/E: 141 / 58 , Gen_loss: -0.35575685 MI_loss: 21.543205 Detection error: 0.010864198207855225 time: 2:08:55.994814
- B/E: 142 / 58 , Gen_loss: -0.35195816 MI_loss: 21.378414 Detection error: 0.010862112045288086 time: 2:08:56.821943
- B/E: 143 / 58 , Gen_loss: -0.3542672 MI_loss: 21.574722 Detection error: 0.010859787464141846 time: 2:08:57.678710
- B/E: 144 / 58 , Gen_loss: -0.3358851 MI_loss: 20.42355 Detection error: 0.010865747928619385 time: 2:08:58.535951
- B/E: 145 / 58 , Gen_loss: -0.32475534 MI_loss: 19.737389 Detection error: 0.010867714881896973 time: 2:08:59.395257
- B/E: 146 / 58 , Gen_loss: -0.35025653 MI_loss: 21.252438 Detection error: 0.010865867137908936 time: 2:09:00.260412
- B/E: 147 / 58 , Gen_loss: -0.36200488 MI_loss: 22.036304 Detection error: 0.010869324207305908 time: 2:09:01.125302
- B/E: 148 / 58 , Gen_loss: -0.3516094 MI_loss: 21.512608 Detection error: 0.010872066020965576 time: 2:09:01.985743
- B/E: 149 / 58 , Gen_loss: -0.3532768 MI_loss: 21.431019 Detection error: 0.010876476764678955 time: 2:09:02.846608
-
- Test Loss: 11.522532 Test Error: 0.011399984359741211
- -----
- EPOCH: 59
- B/E: 0 / 59 , Gen_loss: -0.34691477 MI_loss: 21.083961 Detection error: 0.012218773365020752 time: 2:09:04.856440
- B/E: 1 / 59 , Gen_loss: -0.32985732 MI_loss: 20.22973 Detection error: 0.012687504291534424 time: 2:09:12.933810
- B/E: 2 / 59 , Gen_loss: -0.34100205 MI_loss: 20.676428 Detection error: 0.011687517166137695 time: 2:09:13.912958
- B/E: 3 / 59 , Gen_loss: -0.3359951 MI_loss: 20.469765 Detection error: 0.011546850204467773 time: 2:09:14.792853
- B/E: 4 / 59 , Gen_loss: -0.33605292 MI_loss: 20.394032 Detection error: 0.011531233787536621 time: 2:09:15.649093
- B/E: 5 / 59 , Gen_loss: -0.34671617 MI_loss: 21.136585 Detection error: 0.011427104473114014 time: 2:09:16.522819
- B/E: 6 / 59 , Gen_loss: -0.33785713 MI_loss: 20.59372 Detection error: 0.011415183544158936 time: 2:09:17.398548
- B/E: 7 / 59 , Gen_loss: -0.34605032 MI_loss: 21.078571 Detection error: 0.011425793170928955 time: 2:09:18.265505
- B/E: 8 / 59 , Gen_loss: -0.34721455 MI_loss: 21.163803 Detection error: 0.011267364025115967 time: 2:09:19.124798
- B/E: 9 / 59 , Gen_loss: -0.35733557 MI_loss: 21.65604 Detection error: 0.011181235313415527 time: 2:09:19.909801
- B/E: 10 / 59 , Gen_loss: -0.34587568 MI_loss: 20.974623 Detection error: 0.011156260967254639 time: 2:09:20.760641
- B/E: 11 / 59 , Gen_loss: -0.354822 MI_loss: 21.41777 Detection error: 0.011156260967254639 time: 2:09:21.641668
- B/E: 12 / 59 , Gen_loss: -0.33792737 MI_loss: 20.482985 Detection error: 0.011211514472961426 time: 2:09:22.499534
- B/E: 13 / 59 , Gen_loss: -0.35151616 MI_loss: 21.295418 Detection error: 0.011178553104400635 time: 2:09:23.357327
- B/E: 14 / 59 , Gen_loss: -0.35510343 MI_loss: 21.403618 Detection error: 0.011166691780090332 time: 2:09:24.127168
- B/E: 15 / 59 , Gen_loss: -0.3559793 MI_loss: 21.673092 Detection error: 0.011140644550323486 time: 2:09:24.877608
- B/E: 16 / 59 , Gen_loss: -0.36374128 MI_loss: 21.995018 Detection error: 0.011053323745727539 time: 2:09:25.656484
- B/E: 17 / 59 , Gen_loss: -0.35607195 MI_loss: 21.583633 Detection error: 0.011017382144927979 time: 2:09:26.405037
- B/E: 18 / 59 , Gen_loss: -0.3460664 MI_loss: 20.891895 Detection error: 0.010960519313812256 time: 2:09:27.253361
- B/E: 19 / 59 , Gen_loss: -0.34585497 MI_loss: 21.082024 Detection error: 0.010978102684020996 time: 2:09:28.006111
- B/E: 20 / 59 , Gen_loss: -0.33100915 MI_loss: 20.035149 Detection error: 0.0109940767288208 time: 2:09:28.756757
- B/E: 21 / 59 , Gen_loss: -0.3501505 MI_loss: 21.198196 Detection error: 0.011004269123077393 time: 2:09:29.616787
- B/E: 22 / 59 , Gen_loss: -0.35378367 MI_loss: 21.373638 Detection error: 0.010971486568450928 time: 2:09:30.434140
- B/E: 23 / 59 , Gen_loss: -0.35201597 MI_loss: 21.359419 Detection error: 0.010973930358886719 time: 2:09:31.183026
- B/E: 24 / 59 , Gen_loss: -0.3438884 MI_loss: 20.834465 Detection error: 0.010950028896331787 time: 2:09:32.011301
- B/E: 25 / 59 , Gen_loss: -0.35145748 MI_loss: 21.287102 Detection error: 0.010935068130493164 time: 2:09:32.873479
- B/E: 26 / 59 , Gen_loss: -0.34469113 MI_loss: 20.952194 Detection error: 0.010987281799316406 time: 2:09:33.751788
- B/E: 27 / 59 , Gen_loss: -0.33854565 MI_loss: 20.589941 Detection error: 0.010997772216796875 time: 2:09:34.609950
- B/E: 28 / 59 , Gen_loss: -0.3510082 MI_loss: 21.39273 Detection error: 0.01099461317062378 time: 2:09:35.425656
- B/E: 29 / 59 , Gen_loss: -0.3423069 MI_loss: 20.63774 Detection error: 0.011012494564056396 time: 2:09:36.286030
- B/E: 30 / 59 , Gen_loss: -0.34157062 MI_loss: 20.616898 Detection error: 0.010954618453979492 time: 2:09:37.145016
- B/E: 31 / 59 , Gen_loss: -0.3473034 MI_loss: 21.055601 Detection error: 0.010937511920928955 time: 2:09:38.083072
- B/E: 32 / 59 , Gen_loss: -0.34257334 MI_loss: 20.900536 Detection error: 0.010931789875030518 time: 2:09:38.941303
- B/E: 33 / 59 , Gen_loss: -0.35202998 MI_loss: 21.319883 Detection error: 0.010894298553466797 time: 2:09:39.804216
- B/E: 34 / 59 , Gen_loss: -0.3433377 MI_loss: 20.96466 Detection error: 0.010887503623962402 time: 2:09:40.662403
- B/E: 35 / 59 , Gen_loss: -0.35348377 MI_loss: 21.557617 Detection error: 0.010874152183532715 time: 2:09:41.517754
- B/E: 36 / 59 , Gen_loss: -0.3548191 MI_loss: 21.515799 Detection error: 0.010872483253479004 time: 2:09:42.373602
- B/E: 37 / 59 , Gen_loss: -0.35840088 MI_loss: 21.647636 Detection error: 0.010861039161682129 time: 2:09:43.230636
- B/E: 38 / 59 , Gen_loss: -0.34007773 MI_loss: 20.631575 Detection error: 0.010877430438995361 time: 2:09:44.092522
- B/E: 39 / 59 , Gen_loss: -0.346417 MI_loss: 21.016876 Detection error: 0.01087498664855957 time: 2:09:44.950030
- B/E: 40 / 59 , Gen_loss: -0.35058093 MI_loss: 21.292824 Detection error: 0.01084601879119873 time: 2:09:45.807064
- B/E: 41 / 59 , Gen_loss: -0.36177865 MI_loss: 21.893188 Detection error: 0.010849714279174805 time: 2:09:46.663629
- B/E: 42 / 59 , Gen_loss: -0.35333875 MI_loss: 21.38546 Detection error: 0.010834276676177979 time: 2:09:47.536059
- B/E: 43 / 59 , Gen_loss: -0.35338262 MI_loss: 21.37613 Detection error: 0.010817468166351318 time: 2:09:48.396009
- B/E: 44 / 59 , Gen_loss: -0.3514938 MI_loss: 21.316338 Detection error: 0.010839581489562988 time: 2:09:49.253350
- B/E: 45 / 59 , Gen_loss: -0.3474638 MI_loss: 21.078274 Detection error: 0.0108451247215271 time: 2:09:50.110678
- B/E: 46 / 59 , Gen_loss: -0.33614254 MI_loss: 20.360426 Detection error: 0.010837793350219727 time: 2:09:50.989411
- B/E: 47 / 59 , Gen_loss: -0.34435895 MI_loss: 20.785059 Detection error: 0.010833323001861572 time: 2:09:51.852694
- B/E: 48 / 59 , Gen_loss: -0.35295445 MI_loss: 21.32858 Detection error: 0.0108565092086792 time: 2:09:52.803098
- B/E: 49 / 59 , Gen_loss: -0.3483031 MI_loss: 21.106071 Detection error: 0.0108681321144104 time: 2:09:53.661037
- B/E: 50 / 59 , Gen_loss: -0.3434932 MI_loss: 20.97437 Detection error: 0.010881125926971436 time: 2:09:54.542029
- B/E: 51 / 59 , Gen_loss: -0.34813082 MI_loss: 21.193817 Detection error: 0.010877430438995361 time: 2:09:55.404230
- B/E: 52 / 59 , Gen_loss: -0.34849745 MI_loss: 21.20969 Detection error: 0.010884404182434082 time: 2:09:56.267913
- B/E: 53 / 59 , Gen_loss: -0.3525493 MI_loss: 21.456745 Detection error: 0.010881960391998291 time: 2:09:57.128335
- B/E: 54 / 59 , Gen_loss: -0.33999988 MI_loss: 20.537971 Detection error: 0.010876715183258057 time: 2:09:57.988743
- B/E: 55 / 59 , Gen_loss: -0.35196185 MI_loss: 21.346966 Detection error: 0.01086050271987915 time: 2:09:58.803002
- B/E: 56 / 59 , Gen_loss: -0.35294864 MI_loss: 21.359673 Detection error: 0.01085197925567627 time: 2:09:59.559566
- B/E: 57 / 59 , Gen_loss: -0.3519106 MI_loss: 21.305113 Detection error: 0.010835111141204834 time: 2:10:00.308594
- B/E: 58 / 59 , Gen_loss: -0.34767395 MI_loss: 21.164988 Detection error: 0.010835826396942139 time: 2:10:01.060494
- B/E: 59 / 59 , Gen_loss: -0.3412214 MI_loss: 20.722345 Detection error: 0.01085883378982544 time: 2:10:01.893846
- B/E: 60 / 59 , Gen_loss: -0.35249668 MI_loss: 21.304129 Detection error: 0.010841727256774902 time: 2:10:02.753069
- B/E: 61 / 59 , Gen_loss: -0.3463259 MI_loss: 21.075966 Detection error: 0.01083672046661377 time: 2:10:03.609274
- B/E: 62 / 59 , Gen_loss: -0.3579701 MI_loss: 21.642548 Detection error: 0.01083528995513916 time: 2:10:04.411587
- B/E: 63 / 59 , Gen_loss: -0.34854233 MI_loss: 21.263348 Detection error: 0.010844230651855469 time: 2:10:05.349774
- B/E: 64 / 59 , Gen_loss: -0.35042498 MI_loss: 21.303022 Detection error: 0.01083219051361084 time: 2:10:06.102974
- B/E: 65 / 59 , Gen_loss: -0.3495275 MI_loss: 21.314333 Detection error: 0.0108376145362854 time: 2:10:06.853784
- B/E: 66 / 59 , Gen_loss: -0.3593543 MI_loss: 21.67138 Detection error: 0.010830700397491455 time: 2:10:07.604246
- B/E: 67 / 59 , Gen_loss: -0.35729015 MI_loss: 21.65511 Detection error: 0.010820746421813965 time: 2:10:08.356225
- B/E: 68 / 59 , Gen_loss: -0.34696913 MI_loss: 21.034485 Detection error: 0.010820209980010986 time: 2:10:09.107680
- B/E: 69 / 59 , Gen_loss: -0.34866792 MI_loss: 21.149822 Detection error: 0.01082545518875122 time: 2:10:09.874839
- B/E: 70 / 59 , Gen_loss: -0.34489137 MI_loss: 20.92537 Detection error: 0.010822176933288574 time: 2:10:10.717765
- B/E: 71 / 59 , Gen_loss: -0.34949812 MI_loss: 21.20632 Detection error: 0.010826826095581055 time: 2:10:11.600115
- B/E: 72 / 59 , Gen_loss: -0.35687444 MI_loss: 21.746866 Detection error: 0.010829627513885498 time: 2:10:12.459380
- B/E: 73 / 59 , Gen_loss: -0.35110176 MI_loss: 21.096138 Detection error: 0.010819673538208008 time: 2:10:13.323487
- B/E: 74 / 59 , Gen_loss: -0.3481082 MI_loss: 21.11164 Detection error: 0.010819554328918457 time: 2:10:14.184939
- B/E: 75 / 59 , Gen_loss: -0.3513357 MI_loss: 21.35367 Detection error: 0.010821938514709473 time: 2:10:15.044518
- B/E: 76 / 59 , Gen_loss: -0.336259 MI_loss: 20.36364 Detection error: 0.01082754135131836 time: 2:10:15.903847
- B/E: 77 / 59 , Gen_loss: -0.3489842 MI_loss: 21.12624 Detection error: 0.01082533597946167 time: 2:10:16.766005
- B/E: 78 / 59 , Gen_loss: -0.34295896 MI_loss: 20.720991 Detection error: 0.010821223258972168 time: 2:10:17.628603
- B/E: 79 / 59 , Gen_loss: -0.3437809 MI_loss: 20.800653 Detection error: 0.010832428932189941 time: 2:10:18.577319
- B/E: 80 / 59 , Gen_loss: -0.35211134 MI_loss: 21.416891 Detection error: 0.010847210884094238 time: 2:10:19.438416
- B/E: 81 / 59 , Gen_loss: -0.35541436 MI_loss: 21.396873 Detection error: 0.010836124420166016 time: 2:10:20.301644
- B/E: 82 / 59 , Gen_loss: -0.3549971 MI_loss: 21.581848 Detection error: 0.010833978652954102 time: 2:10:21.182436
- B/E: 83 / 59 , Gen_loss: -0.34850413 MI_loss: 21.166239 Detection error: 0.010830700397491455 time: 2:10:22.042524
- B/E: 84 / 59 , Gen_loss: -0.33954358 MI_loss: 20.647976 Detection error: 0.010832011699676514 time: 2:10:22.906234
- B/E: 85 / 59 , Gen_loss: -0.3462651 MI_loss: 20.906408 Detection error: 0.01081174612045288 time: 2:10:23.764322
- B/E: 86 / 59 , Gen_loss: -0.35021064 MI_loss: 21.211334 Detection error: 0.010816097259521484 time: 2:10:24.650871
- B/E: 87 / 59 , Gen_loss: -0.34696966 MI_loss: 21.02972 Detection error: 0.010800778865814209 time: 2:10:25.510196
- B/E: 88 / 59 , Gen_loss: -0.33995238 MI_loss: 20.628487 Detection error: 0.01079249382019043 time: 2:10:26.372482
- B/E: 89 / 59 , Gen_loss: -0.34725147 MI_loss: 21.178776 Detection error: 0.010804176330566406 time: 2:10:27.231390
- B/E: 90 / 59 , Gen_loss: -0.35053274 MI_loss: 21.25102 Detection error: 0.010801196098327637 time: 2:10:28.115649
- B/E: 91 / 59 , Gen_loss: -0.34382474 MI_loss: 20.942005 Detection error: 0.010803639888763428 time: 2:10:28.975123
- B/E: 92 / 59 , Gen_loss: -0.33723757 MI_loss: 20.354485 Detection error: 0.01079404354095459 time: 2:10:29.833025
- B/E: 93 / 59 , Gen_loss: -0.34536952 MI_loss: 21.04424 Detection error: 0.010788202285766602 time: 2:10:30.693054
- B/E: 94 / 59 , Gen_loss: -0.35719866 MI_loss: 21.714046 Detection error: 0.010802984237670898 time: 2:10:31.552235
- B/E: 95 / 59 , Gen_loss: -0.35063234 MI_loss: 21.45719 Detection error: 0.010812819004058838 time: 2:10:32.515464
- B/E: 96 / 59 , Gen_loss: -0.35183147 MI_loss: 21.32758 Detection error: 0.010807693004608154 time: 2:10:33.378634
- B/E: 97 / 59 , Gen_loss: -0.35224918 MI_loss: 21.381573 Detection error: 0.010798156261444092 time: 2:10:34.239861
- B/E: 98 / 59 , Gen_loss: -0.3512085 MI_loss: 21.265146 Detection error: 0.010787904262542725 time: 2:10:35.100403
- B/E: 99 / 59 , Gen_loss: -0.34924045 MI_loss: 21.04793 Detection error: 0.010788142681121826 time: 2:10:35.957936
- B/E: 100 / 59 , Gen_loss: -0.3603167 MI_loss: 22.024904 Detection error: 0.010793328285217285 time: 2:10:36.816984
- B/E: 101 / 59 , Gen_loss: -0.33467692 MI_loss: 20.26354 Detection error: 0.010796546936035156 time: 2:10:37.677353
- B/E: 102 / 59 , Gen_loss: -0.34098914 MI_loss: 20.791973 Detection error: 0.010798871517181396 time: 2:10:38.536740
- B/E: 103 / 59 , Gen_loss: -0.34606272 MI_loss: 21.080318 Detection error: 0.010798394680023193 time: 2:10:39.400539
- B/E: 104 / 59 , Gen_loss: -0.3394369 MI_loss: 20.67923 Detection error: 0.010805368423461914 time: 2:10:40.257563
- B/E: 105 / 59 , Gen_loss: -0.34838334 MI_loss: 21.067719 Detection error: 0.010798335075378418 time: 2:10:41.114304
- B/E: 106 / 59 , Gen_loss: -0.34933817 MI_loss: 21.152237 Detection error: 0.010807812213897705 time: 2:10:41.973903
- B/E: 107 / 59 , Gen_loss: -0.35808796 MI_loss: 21.833721 Detection error: 0.010814249515533447 time: 2:10:42.834543
- B/E: 108 / 59 , Gen_loss: -0.35246575 MI_loss: 21.47625 Detection error: 0.010817110538482666 time: 2:10:43.696423
- B/E: 109 / 59 , Gen_loss: -0.34084198 MI_loss: 20.650276 Detection error: 0.010808825492858887 time: 2:10:44.556028
- B/E: 110 / 59 , Gen_loss: -0.3565716 MI_loss: 21.533947 Detection error: 0.01079869270324707 time: 2:10:45.416734
- B/E: 111 / 59 , Gen_loss: -0.3603421 MI_loss: 21.93302 Detection error: 0.010803580284118652 time: 2:10:46.355229
- B/E: 112 / 59 , Gen_loss: -0.35003528 MI_loss: 21.144743 Detection error: 0.010800600051879883 time: 2:10:47.217846
- B/E: 113 / 59 , Gen_loss: -0.36159587 MI_loss: 22.109226 Detection error: 0.01080232858657837 time: 2:10:48.077856
- B/E: 114 / 59 , Gen_loss: -0.3462912 MI_loss: 21.016926 Detection error: 0.010807633399963379 time: 2:10:48.934027
- B/E: 115 / 59 , Gen_loss: -0.36118254 MI_loss: 21.78524 Detection error: 0.01080632209777832 time: 2:10:49.794796
- B/E: 116 / 59 , Gen_loss: -0.34754094 MI_loss: 21.122921 Detection error: 0.010813295841217041 time: 2:10:50.659402
- B/E: 117 / 59 , Gen_loss: -0.34395403 MI_loss: 20.819895 Detection error: 0.010815680027008057 time: 2:10:51.519930
- B/E: 118 / 59 , Gen_loss: -0.34969354 MI_loss: 21.217953 Detection error: 0.010802507400512695 time: 2:10:52.380266
- B/E: 119 / 59 , Gen_loss: -0.3512345 MI_loss: 21.12702 Detection error: 0.010796070098876953 time: 2:10:53.242169
- B/E: 120 / 59 , Gen_loss: -0.3453027 MI_loss: 20.987923 Detection error: 0.010799586772918701 time: 2:10:54.058765
- B/E: 121 / 59 , Gen_loss: -0.34368417 MI_loss: 20.972403 Detection error: 0.010804057121276855 time: 2:10:54.809899
- B/E: 122 / 59 , Gen_loss: -0.35510173 MI_loss: 21.557411 Detection error: 0.010797739028930664 time: 2:10:55.558221
- B/E: 123 / 59 , Gen_loss: -0.36391252 MI_loss: 22.098276 Detection error: 0.010793626308441162 time: 2:10:56.324689
- B/E: 124 / 59 , Gen_loss: -0.34752548 MI_loss: 21.142126 Detection error: 0.010801494121551514 time: 2:10:57.076425
- B/E: 125 / 59 , Gen_loss: -0.33855453 MI_loss: 20.664879 Detection error: 0.01080256700515747 time: 2:10:57.852073
- B/E: 126 / 59 , Gen_loss: -0.34831527 MI_loss: 21.172482 Detection error: 0.010810017585754395 time: 2:10:58.706184
- B/E: 127 / 59 , Gen_loss: -0.3486347 MI_loss: 21.26915 Detection error: 0.01080787181854248 time: 2:10:59.655219
- B/E: 128 / 59 , Gen_loss: -0.34593454 MI_loss: 20.96677 Detection error: 0.010812044143676758 time: 2:11:00.516975
- B/E: 129 / 59 , Gen_loss: -0.34086552 MI_loss: 20.645933 Detection error: 0.010820448398590088 time: 2:11:01.395042
- B/E: 130 / 59 , Gen_loss: -0.3502373 MI_loss: 21.150467 Detection error: 0.010827302932739258 time: 2:11:02.246943
- B/E: 131 / 59 , Gen_loss: -0.3455892 MI_loss: 20.944834 Detection error: 0.010825276374816895 time: 2:11:02.996765
- B/E: 132 / 59 , Gen_loss: -0.35216096 MI_loss: 21.199741 Detection error: 0.010825634002685547 time: 2:11:03.745330
- B/E: 133 / 59 , Gen_loss: -0.35441664 MI_loss: 21.57817 Detection error: 0.010829269886016846 time: 2:11:04.617277
- B/E: 134 / 59 , Gen_loss: -0.3415864 MI_loss: 20.758564 Detection error: 0.01084071397781372 time: 2:11:05.491802
- B/E: 135 / 59 , Gen_loss: -0.36096147 MI_loss: 21.785484 Detection error: 0.010842382907867432 time: 2:11:06.349943
- B/E: 136 / 59 , Gen_loss: -0.34673014 MI_loss: 21.120396 Detection error: 0.010843038558959961 time: 2:11:07.207689
- B/E: 137 / 59 , Gen_loss: -0.35437837 MI_loss: 21.447027 Detection error: 0.010844230651855469 time: 2:11:08.065965
- B/E: 138 / 59 , Gen_loss: -0.3585682 MI_loss: 21.757448 Detection error: 0.010851383209228516 time: 2:11:08.925789
- B/E: 139 / 59 , Gen_loss: -0.35628945 MI_loss: 21.61931 Detection error: 0.010857582092285156 time: 2:11:09.782546
- B/E: 140 / 59 , Gen_loss: -0.34180665 MI_loss: 20.799818 Detection error: 0.010857701301574707 time: 2:11:10.641717
- B/E: 141 / 59 , Gen_loss: -0.3551367 MI_loss: 21.399593 Detection error: 0.010856091976165771 time: 2:11:11.498157
- B/E: 142 / 59 , Gen_loss: -0.34818983 MI_loss: 21.084528 Detection error: 0.010853171348571777 time: 2:11:12.355037
- B/E: 143 / 59 , Gen_loss: -0.35154322 MI_loss: 21.186764 Detection error: 0.010851800441741943 time: 2:11:13.326446
- B/E: 144 / 59 , Gen_loss: -0.35372555 MI_loss: 21.525444 Detection error: 0.010856866836547852 time: 2:11:14.187381
- B/E: 145 / 59 , Gen_loss: -0.34584516 MI_loss: 21.10533 Detection error: 0.01086491346359253 time: 2:11:14.996491
- B/E: 146 / 59 , Gen_loss: -0.3493756 MI_loss: 21.002144 Detection error: 0.010860741138458252 time: 2:11:15.853026
- B/E: 147 / 59 , Gen_loss: -0.3502785 MI_loss: 21.217428 Detection error: 0.010867178440093994 time: 2:11:16.712040
- B/E: 148 / 59 , Gen_loss: -0.35009578 MI_loss: 21.239796 Detection error: 0.010864734649658203 time: 2:11:17.569203
- B/E: 149 / 59 , Gen_loss: -0.35674468 MI_loss: 21.679684 Detection error: 0.010870397090911865 time: 2:11:18.425546
-
- Test Loss: 11.497167 Test Error: 0.011241674423217773
- -----
- EPOCH: 60
- B/E: 0 / 60 , Gen_loss: -0.35389408 MI_loss: 21.614235 Detection error: 0.011937499046325684 time: 2:11:20.420318
- B/E: 1 / 60 , Gen_loss: -0.33044338 MI_loss: 20.36245 Detection error: 0.012593746185302734 time: 2:11:28.509040
- B/E: 2 / 60 , Gen_loss: -0.33922395 MI_loss: 20.561747 Detection error: 0.011906266212463379 time: 2:11:29.288574
- B/E: 3 / 60 , Gen_loss: -0.3506216 MI_loss: 21.357168 Detection error: 0.01162499189376831 time: 2:11:30.044534
- B/E: 4 / 60 , Gen_loss: -0.35276142 MI_loss: 21.613472 Detection error: 0.011643767356872559 time: 2:11:30.820170
- B/E: 5 / 60 , Gen_loss: -0.3472722 MI_loss: 21.202038 Detection error: 0.011411488056182861 time: 2:11:31.656299
- B/E: 6 / 60 , Gen_loss: -0.35559526 MI_loss: 21.69521 Detection error: 0.011455357074737549 time: 2:11:32.409345
- B/E: 7 / 60 , Gen_loss: -0.35471106 MI_loss: 21.496037 Detection error: 0.011390626430511475 time: 2:11:33.159977
- B/E: 8 / 60 , Gen_loss: -0.34162304 MI_loss: 20.595613 Detection error: 0.011281251907348633 time: 2:11:33.971452
- B/E: 9 / 60 , Gen_loss: -0.3484623 MI_loss: 21.05193 Detection error: 0.011203110218048096 time: 2:11:34.733537
- B/E: 10 / 60 , Gen_loss: -0.3530454 MI_loss: 21.398438 Detection error: 0.011184632778167725 time: 2:11:35.484187
- B/E: 11 / 60 , Gen_loss: -0.35630825 MI_loss: 21.501541 Detection error: 0.011169254779815674 time: 2:11:36.235799
- B/E: 12 / 60 , Gen_loss: -0.3559427 MI_loss: 21.596855 Detection error: 0.011189877986907959 time: 2:11:36.985463
- B/E: 13 / 60 , Gen_loss: -0.35360882 MI_loss: 21.439442 Detection error: 0.011153995990753174 time: 2:11:37.738636
- B/E: 14 / 60 , Gen_loss: -0.34465533 MI_loss: 20.807903 Detection error: 0.011127054691314697 time: 2:11:38.492879
- B/E: 15 / 60 , Gen_loss: -0.34969825 MI_loss: 21.313799 Detection error: 0.01109766960144043 time: 2:11:39.243887
- B/E: 16 / 60 , Gen_loss: -0.3600033 MI_loss: 21.643497 Detection error: 0.011040449142456055 time: 2:11:39.994807
- B/E: 17 / 60 , Gen_loss: -0.34506685 MI_loss: 20.871056 Detection error: 0.011010408401489258 time: 2:11:40.748735
- B/E: 18 / 60 , Gen_loss: -0.35123855 MI_loss: 21.11206 Detection error: 0.010935842990875244 time: 2:11:41.627552
- B/E: 19 / 60 , Gen_loss: -0.34487042 MI_loss: 20.981035 Detection error: 0.010923445224761963 time: 2:11:42.489477
- B/E: 20 / 60 , Gen_loss: -0.35110235 MI_loss: 21.316898 Detection error: 0.010985136032104492 time: 2:11:43.447489
- B/E: 21 / 60 , Gen_loss: -0.3398961 MI_loss: 20.58704 Detection error: 0.011004269123077393 time: 2:11:44.307083
- B/E: 22 / 60 , Gen_loss: -0.35189322 MI_loss: 21.230011 Detection error: 0.01094973087310791 time: 2:11:45.168349
- B/E: 23 / 60 , Gen_loss: -0.35262918 MI_loss: 21.205208 Detection error: 0.010942697525024414 time: 2:11:46.032434
- B/E: 24 / 60 , Gen_loss: -0.3487254 MI_loss: 21.064608 Detection error: 0.010935008525848389 time: 2:11:46.896069
- B/E: 25 / 60 , Gen_loss: -0.3532108 MI_loss: 21.219593 Detection error: 0.01094353199005127 time: 2:11:47.758482
- B/E: 26 / 60 , Gen_loss: -0.33507696 MI_loss: 20.541573 Detection error: 0.011002302169799805 time: 2:11:48.622027
- B/E: 27 / 60 , Gen_loss: -0.34867352 MI_loss: 21.017975 Detection error: 0.011001110076904297 time: 2:11:49.484535
- B/E: 28 / 60 , Gen_loss: -0.35475215 MI_loss: 21.507221 Detection error: 0.010992467403411865 time: 2:11:50.348941
- B/E: 29 / 60 , Gen_loss: -0.34282178 MI_loss: 20.870232 Detection error: 0.01098644733428955 time: 2:11:51.209150
- B/E: 30 / 60 , Gen_loss: -0.35509455 MI_loss: 21.59323 Detection error: 0.010947585105895996 time: 2:11:52.069724
- B/E: 31 / 60 , Gen_loss: -0.34398478 MI_loss: 21.020815 Detection error: 0.01094043254852295 time: 2:11:52.936573
- B/E: 32 / 60 , Gen_loss: -0.34210506 MI_loss: 20.809847 Detection error: 0.010935604572296143 time: 2:11:53.797560
- B/E: 33 / 60 , Gen_loss: -0.35166305 MI_loss: 21.38941 Detection error: 0.010916352272033691 time: 2:11:54.659660
- B/E: 34 / 60 , Gen_loss: -0.3509278 MI_loss: 21.199308 Detection error: 0.01090627908706665 time: 2:11:55.520224
- B/E: 35 / 60 , Gen_loss: -0.3558529 MI_loss: 21.686089 Detection error: 0.01089322566986084 time: 2:11:56.301520
- B/E: 36 / 60 , Gen_loss: -0.34869954 MI_loss: 21.057552 Detection error: 0.010880053043365479 time: 2:11:57.243883
- B/E: 37 / 60 , Gen_loss: -0.348803 MI_loss: 21.233624 Detection error: 0.010869264602661133 time: 2:11:58.102698
- B/E: 38 / 60 , Gen_loss: -0.33959216 MI_loss: 20.59089 Detection error: 0.010883033275604248 time: 2:11:58.962936
- B/E: 39 / 60 , Gen_loss: -0.36059195 MI_loss: 21.657116 Detection error: 0.010857820510864258 time: 2:11:59.820454
- B/E: 40 / 60 , Gen_loss: -0.34418538 MI_loss: 20.876003 Detection error: 0.010856688022613525 time: 2:12:00.697721
- B/E: 41 / 60 , Gen_loss: -0.35529906 MI_loss: 21.543514 Detection error: 0.010848939418792725 time: 2:12:01.555485
- B/E: 42 / 60 , Gen_loss: -0.3545587 MI_loss: 21.409649 Detection error: 0.010843753814697266 time: 2:12:02.415765
- B/E: 43 / 60 , Gen_loss: -0.35242948 MI_loss: 21.299168 Detection error: 0.010830938816070557 time: 2:12:03.273432
- B/E: 44 / 60 , Gen_loss: -0.35127833 MI_loss: 21.311375 Detection error: 0.010847210884094238 time: 2:12:04.156948
- B/E: 45 / 60 , Gen_loss: -0.35025692 MI_loss: 21.144796 Detection error: 0.010847806930541992 time: 2:12:05.021301
- B/E: 46 / 60 , Gen_loss: -0.341387 MI_loss: 20.782629 Detection error: 0.010862350463867188 time: 2:12:05.883350
- B/E: 47 / 60 , Gen_loss: -0.34004986 MI_loss: 20.618898 Detection error: 0.010855495929718018 time: 2:12:06.742244
- B/E: 48 / 60 , Gen_loss: -0.3456554 MI_loss: 21.153406 Detection error: 0.010863542556762695 time: 2:12:07.625151
- B/E: 49 / 60 , Gen_loss: -0.3502894 MI_loss: 21.343027 Detection error: 0.010863721370697021 time: 2:12:08.507834
- B/E: 50 / 60 , Gen_loss: -0.34665245 MI_loss: 21.145126 Detection error: 0.010881125926971436 time: 2:12:09.367234
- B/E: 51 / 60 , Gen_loss: -0.3516208 MI_loss: 21.3125 Detection error: 0.010876774787902832 time: 2:12:10.223093
- B/E: 52 / 60 , Gen_loss: -0.3456445 MI_loss: 21.074995 Detection error: 0.010870277881622314 time: 2:12:11.179479
- B/E: 53 / 60 , Gen_loss: -0.36690357 MI_loss: 22.176659 Detection error: 0.01087963581085205 time: 2:12:12.039309
- B/E: 54 / 60 , Gen_loss: -0.34568754 MI_loss: 21.005924 Detection error: 0.010869324207305908 time: 2:12:12.899878
- B/E: 55 / 60 , Gen_loss: -0.3509011 MI_loss: 21.334938 Detection error: 0.010855495929718018 time: 2:12:13.757210
- B/E: 56 / 60 , Gen_loss: -0.34912172 MI_loss: 21.13916 Detection error: 0.010845422744750977 time: 2:12:14.544654
- B/E: 57 / 60 , Gen_loss: -0.34661222 MI_loss: 21.03547 Detection error: 0.010837256908416748 time: 2:12:15.297907
- B/E: 58 / 60 , Gen_loss: -0.35818347 MI_loss: 21.686127 Detection error: 0.010834753513336182 time: 2:12:16.139279
- B/E: 59 / 60 , Gen_loss: -0.36104974 MI_loss: 21.911686 Detection error: 0.010860443115234375 time: 2:12:16.998198
- B/E: 60 / 60 , Gen_loss: -0.35008729 MI_loss: 21.302452 Detection error: 0.01084887981414795 time: 2:12:17.859744
- B/E: 61 / 60 , Gen_loss: -0.34647155 MI_loss: 21.127728 Detection error: 0.010853350162506104 time: 2:12:18.719848
- B/E: 62 / 60 , Gen_loss: -0.34800813 MI_loss: 21.239454 Detection error: 0.01086360216140747 time: 2:12:19.586941
- B/E: 63 / 60 , Gen_loss: -0.3413483 MI_loss: 20.85564 Detection error: 0.010867655277252197 time: 2:12:20.445982
- B/E: 64 / 60 , Gen_loss: -0.35356107 MI_loss: 21.549116 Detection error: 0.010863006114959717 time: 2:12:21.303797
- B/E: 65 / 60 , Gen_loss: -0.34696996 MI_loss: 21.058111 Detection error: 0.010858893394470215 time: 2:12:22.159964
- B/E: 66 / 60 , Gen_loss: -0.36045736 MI_loss: 21.857056 Detection error: 0.010849833488464355 time: 2:12:23.021021
- B/E: 67 / 60 , Gen_loss: -0.3538962 MI_loss: 21.44371 Detection error: 0.010840535163879395 time: 2:12:23.877970
- B/E: 68 / 60 , Gen_loss: -0.34601364 MI_loss: 21.035088 Detection error: 0.010835587978363037 time: 2:12:24.817865
- B/E: 69 / 60 , Gen_loss: -0.34099126 MI_loss: 20.844128 Detection error: 0.010840177536010742 time: 2:12:25.676604
- B/E: 70 / 60 , Gen_loss: -0.3531678 MI_loss: 21.353874 Detection error: 0.01084989309310913 time: 2:12:26.540325
- B/E: 71 / 60 , Gen_loss: -0.34428084 MI_loss: 20.744757 Detection error: 0.010851144790649414 time: 2:12:27.398073
- B/E: 72 / 60 , Gen_loss: -0.34894365 MI_loss: 21.131435 Detection error: 0.010850191116333008 time: 2:12:28.255430
- B/E: 73 / 60 , Gen_loss: -0.35316706 MI_loss: 21.366777 Detection error: 0.010849237442016602 time: 2:12:29.112397
- B/E: 74 / 60 , Gen_loss: -0.35238028 MI_loss: 21.466148 Detection error: 0.010847508907318115 time: 2:12:29.974406
- B/E: 75 / 60 , Gen_loss: -0.35870728 MI_loss: 21.720633 Detection error: 0.010832667350769043 time: 2:12:30.844542
- B/E: 76 / 60 , Gen_loss: -0.3485814 MI_loss: 21.210867 Detection error: 0.01084291934967041 time: 2:12:31.702591
- B/E: 77 / 60 , Gen_loss: -0.351455 MI_loss: 21.18058 Detection error: 0.010832905769348145 time: 2:12:32.562009
- B/E: 78 / 60 , Gen_loss: -0.35286 MI_loss: 21.348106 Detection error: 0.010827898979187012 time: 2:12:33.421988
- B/E: 79 / 60 , Gen_loss: -0.35284454 MI_loss: 21.498535 Detection error: 0.010845303535461426 time: 2:12:34.305645
- B/E: 80 / 60 , Gen_loss: -0.35071623 MI_loss: 21.321415 Detection error: 0.01084989309310913 time: 2:12:35.166656
- B/E: 81 / 60 , Gen_loss: -0.34896383 MI_loss: 21.219213 Detection error: 0.010841846466064453 time: 2:12:36.029150
- B/E: 82 / 60 , Gen_loss: -0.35483977 MI_loss: 21.496904 Detection error: 0.010838091373443604 time: 2:12:36.890879
- B/E: 83 / 60 , Gen_loss: -0.3488279 MI_loss: 21.148497 Detection error: 0.010841906070709229 time: 2:12:37.717932
- B/E: 84 / 60 , Gen_loss: -0.35723373 MI_loss: 21.727745 Detection error: 0.010837852954864502 time: 2:12:38.556857
- B/E: 85 / 60 , Gen_loss: -0.35068047 MI_loss: 21.26317 Detection error: 0.010817945003509521 time: 2:12:39.311337
- B/E: 86 / 60 , Gen_loss: -0.34355196 MI_loss: 20.835367 Detection error: 0.010821819305419922 time: 2:12:40.067415
- B/E: 87 / 60 , Gen_loss: -0.34160194 MI_loss: 20.666939 Detection error: 0.010800063610076904 time: 2:12:40.849047
- B/E: 88 / 60 , Gen_loss: -0.35446164 MI_loss: 21.525444 Detection error: 0.010793864727020264 time: 2:12:41.603902
- B/E: 89 / 60 , Gen_loss: -0.35310748 MI_loss: 21.560003 Detection error: 0.010803818702697754 time: 2:12:42.357159
- B/E: 90 / 60 , Gen_loss: -0.34691417 MI_loss: 21.171148 Detection error: 0.010805964469909668 time: 2:12:43.108354
- B/E: 91 / 60 , Gen_loss: -0.35135365 MI_loss: 21.283035 Detection error: 0.010803639888763428 time: 2:12:43.862151
- B/E: 92 / 60 , Gen_loss: -0.3346598 MI_loss: 20.169685 Detection error: 0.010799050331115723 time: 2:12:44.618691
- B/E: 93 / 60 , Gen_loss: -0.34688413 MI_loss: 21.100185 Detection error: 0.010794878005981445 time: 2:12:45.460160
- B/E: 94 / 60 , Gen_loss: -0.35565433 MI_loss: 21.734287 Detection error: 0.010811209678649902 time: 2:12:46.318747
- B/E: 95 / 60 , Gen_loss: -0.34506768 MI_loss: 21.042418 Detection error: 0.010819971561431885 time: 2:12:47.175161
- B/E: 96 / 60 , Gen_loss: -0.35392243 MI_loss: 21.530659 Detection error: 0.010814130306243896 time: 2:12:48.035294
- B/E: 97 / 60 , Gen_loss: -0.3434903 MI_loss: 20.826584 Detection error: 0.010806143283843994 time: 2:12:48.894643
- B/E: 98 / 60 , Gen_loss: -0.3479392 MI_loss: 21.086931 Detection error: 0.010797977447509766 time: 2:12:49.751771
- B/E: 99 / 60 , Gen_loss: -0.34219283 MI_loss: 20.66193 Detection error: 0.010791897773742676 time: 2:12:50.609529
- B/E: 100 / 60 , Gen_loss: -0.35010663 MI_loss: 21.15182 Detection error: 0.010796427726745605 time: 2:12:51.567430
- B/E: 101 / 60 , Gen_loss: -0.3506118 MI_loss: 21.359833 Detection error: 0.010801494121551514 time: 2:12:52.430246
- B/E: 102 / 60 , Gen_loss: -0.35429373 MI_loss: 21.502949 Detection error: 0.010806143283843994 time: 2:12:53.290905
- B/E: 103 / 60 , Gen_loss: -0.36544788 MI_loss: 22.061483 Detection error: 0.010795950889587402 time: 2:12:54.150178
- B/E: 104 / 60 , Gen_loss: -0.34968916 MI_loss: 21.296438 Detection error: 0.010806858539581299 time: 2:12:55.009714
- B/E: 105 / 60 , Gen_loss: -0.34741792 MI_loss: 21.011837 Detection error: 0.010799825191497803 time: 2:12:55.872527
- B/E: 106 / 60 , Gen_loss: -0.35428554 MI_loss: 21.527546 Detection error: 0.010809004306793213 time: 2:12:56.731865
- B/E: 107 / 60 , Gen_loss: -0.34913564 MI_loss: 21.171022 Detection error: 0.010819435119628906 time: 2:12:57.590886
- B/E: 108 / 60 , Gen_loss: -0.352072 MI_loss: 21.445374 Detection error: 0.010824263095855713 time: 2:12:58.451931
- B/E: 109 / 60 , Gen_loss: -0.3488455 MI_loss: 21.03589 Detection error: 0.010814189910888672 time: 2:12:59.315580
- B/E: 110 / 60 , Gen_loss: -0.34726247 MI_loss: 21.090904 Detection error: 0.010809659957885742 time: 2:13:00.174751
- B/E: 111 / 60 , Gen_loss: -0.34941372 MI_loss: 21.058588 Detection error: 0.010806620121002197 time: 2:13:01.037128
- B/E: 112 / 60 , Gen_loss: -0.3543828 MI_loss: 21.493153 Detection error: 0.010797858238220215 time: 2:13:01.897243
- B/E: 113 / 60 , Gen_loss: -0.35466743 MI_loss: 21.695307 Detection error: 0.010808408260345459 time: 2:13:02.684929
- B/E: 114 / 60 , Gen_loss: -0.34590176 MI_loss: 21.078514 Detection error: 0.010810613632202148 time: 2:13:03.521637
- B/E: 115 / 60 , Gen_loss: -0.35172302 MI_loss: 21.282238 Detection error: 0.010811686515808105 time: 2:13:04.509512
- B/E: 116 / 60 , Gen_loss: -0.35336542 MI_loss: 21.449692 Detection error: 0.010815143585205078 time: 2:13:05.460485
- B/E: 117 / 60 , Gen_loss: -0.34206972 MI_loss: 20.834606 Detection error: 0.01082068681716919 time: 2:13:06.344924
- B/E: 118 / 60 , Gen_loss: -0.35130817 MI_loss: 21.230608 Detection error: 0.010803580284118652 time: 2:13:07.170283
- B/E: 119 / 60 , Gen_loss: -0.3440372 MI_loss: 20.896978 Detection error: 0.010805964469909668 time: 2:13:08.139813
- B/E: 120 / 60 , Gen_loss: -0.3526829 MI_loss: 21.432806 Detection error: 0.010806798934936523 time: 2:13:08.996684
- B/E: 121 / 60 , Gen_loss: -0.3516363 MI_loss: 21.256851 Detection error: 0.010805308818817139 time: 2:13:09.862914
- B/E: 122 / 60 , Gen_loss: -0.34582487 MI_loss: 20.988506 Detection error: 0.010805130004882812 time: 2:13:10.677594
- B/E: 123 / 60 , Gen_loss: -0.34693038 MI_loss: 20.997427 Detection error: 0.010799884796142578 time: 2:13:11.429486
- B/E: 124 / 60 , Gen_loss: -0.35046968 MI_loss: 21.181713 Detection error: 0.010802507400512695 time: 2:13:12.256884
- B/E: 125 / 60 , Gen_loss: -0.36298043 MI_loss: 22.066933 Detection error: 0.01080554723739624 time: 2:13:13.063225
- B/E: 126 / 60 , Gen_loss: -0.35076797 MI_loss: 21.462814 Detection error: 0.010815680027008057 time: 2:13:13.837353
- B/E: 127 / 60 , Gen_loss: -0.34662142 MI_loss: 21.06818 Detection error: 0.010813236236572266 time: 2:13:14.683063
- B/E: 128 / 60 , Gen_loss: -0.3528945 MI_loss: 21.527485 Detection error: 0.010825097560882568 time: 2:13:15.540801
- B/E: 129 / 60 , Gen_loss: -0.35630253 MI_loss: 21.686348 Detection error: 0.010829567909240723 time: 2:13:16.399073
- B/E: 130 / 60 , Gen_loss: -0.3509856 MI_loss: 21.312654 Detection error: 0.010841846466064453 time: 2:13:17.258110
- B/E: 131 / 60 , Gen_loss: -0.35874707 MI_loss: 21.883488 Detection error: 0.010841846466064453 time: 2:13:18.052353
- B/E: 132 / 60 , Gen_loss: -0.35292894 MI_loss: 21.389114 Detection error: 0.010841429233551025 time: 2:13:18.899722
- B/E: 133 / 60 , Gen_loss: -0.35990477 MI_loss: 21.805424 Detection error: 0.010846555233001709 time: 2:13:19.649553
- B/E: 134 / 60 , Gen_loss: -0.35035786 MI_loss: 21.434353 Detection error: 0.010852336883544922 time: 2:13:20.518750
- B/E: 135 / 60 , Gen_loss: -0.3488829 MI_loss: 21.115099 Detection error: 0.010854780673980713 time: 2:13:21.377366
- B/E: 136 / 60 , Gen_loss: -0.3562657 MI_loss: 21.500954 Detection error: 0.010854721069335938 time: 2:13:22.230845
- B/E: 137 / 60 , Gen_loss: -0.34641892 MI_loss: 20.992195 Detection error: 0.010856449604034424 time: 2:13:22.979313
- B/E: 138 / 60 , Gen_loss: -0.3381585 MI_loss: 20.574234 Detection error: 0.010860145092010498 time: 2:13:23.731488
- B/E: 139 / 60 , Gen_loss: -0.3585541 MI_loss: 21.779106 Detection error: 0.010860919952392578 time: 2:13:24.601460
- B/E: 140 / 60 , Gen_loss: -0.34904253 MI_loss: 21.204803 Detection error: 0.0108603835105896 time: 2:13:25.463569
- B/E: 141 / 60 , Gen_loss: -0.34935457 MI_loss: 21.156343 Detection error: 0.01085275411605835 time: 2:13:26.320498
- B/E: 142 / 60 , Gen_loss: -0.34757587 MI_loss: 21.068003 Detection error: 0.010855555534362793 time: 2:13:27.178839
- B/E: 143 / 60 , Gen_loss: -0.35879946 MI_loss: 21.748634 Detection error: 0.010853707790374756 time: 2:13:28.035224
- B/E: 144 / 60 , Gen_loss: -0.34576616 MI_loss: 21.04257 Detection error: 0.010859251022338867 time: 2:13:28.896322
- B/E: 145 / 60 , Gen_loss: -0.3428308 MI_loss: 20.671148 Detection error: 0.010859131813049316 time: 2:13:29.754661
- B/E: 146 / 60 , Gen_loss: -0.3583864 MI_loss: 21.674473 Detection error: 0.010860562324523926 time: 2:13:30.620571
- B/E: 147 / 60 , Gen_loss: -0.35001737 MI_loss: 21.181545 Detection error: 0.010862946510314941 time: 2:13:31.488211
- B/E: 148 / 60 , Gen_loss: -0.34665915 MI_loss: 21.044926 Detection error: 0.01086515188217163 time: 2:13:32.430737
- B/E: 149 / 60 , Gen_loss: -0.35609734 MI_loss: 21.727394 Detection error: 0.010868966579437256 time: 2:13:33.289766
-
- Test Loss: 11.474315 Test Error: 0.011224985122680664
- -----
- EPOCH: 61
- B/E: 0 / 61 , Gen_loss: -0.35086903 MI_loss: 21.324911 Detection error: 0.011531233787536621 time: 2:13:35.283913
- B/E: 1 / 61 , Gen_loss: -0.3353509 MI_loss: 20.707258 Detection error: 0.013093769550323486 time: 2:13:43.601600
- B/E: 2 / 61 , Gen_loss: -0.33764383 MI_loss: 20.220453 Detection error: 0.011843740940093994 time: 2:13:44.497008
- B/E: 3 / 61 , Gen_loss: -0.35156044 MI_loss: 21.354902 Detection error: 0.011734366416931152 time: 2:13:45.353313
- B/E: 4 / 61 , Gen_loss: -0.34692118 MI_loss: 21.171162 Detection error: 0.01171875 time: 2:13:46.209876
- B/E: 5 / 61 , Gen_loss: -0.34652373 MI_loss: 21.153824 Detection error: 0.011578142642974854 time: 2:13:47.091109
- B/E: 6 / 61 , Gen_loss: -0.3479841 MI_loss: 21.287739 Detection error: 0.011522293090820312 time: 2:13:47.953403
- B/E: 7 / 61 , Gen_loss: -0.3472626 MI_loss: 21.196407 Detection error: 0.011562526226043701 time: 2:13:48.815603
- B/E: 8 / 61 , Gen_loss: -0.34320155 MI_loss: 20.869934 Detection error: 0.011354148387908936 time: 2:13:49.674678
- B/E: 9 / 61 , Gen_loss: -0.35505074 MI_loss: 21.644398 Detection error: 0.011274993419647217 time: 2:13:50.534920
- B/E: 10 / 61 , Gen_loss: -0.34232593 MI_loss: 20.72335 Detection error: 0.011230111122131348 time: 2:13:51.503046
- B/E: 11 / 61 , Gen_loss: -0.3512452 MI_loss: 21.418072 Detection error: 0.011244773864746094 time: 2:13:52.363848
- B/E: 12 / 61 , Gen_loss: -0.3484736 MI_loss: 21.059896 Detection error: 0.011228382587432861 time: 2:13:53.220977
- B/E: 13 / 61 , Gen_loss: -0.34660703 MI_loss: 21.01719 Detection error: 0.011171877384185791 time: 2:13:54.082549
- B/E: 14 / 61 , Gen_loss: -0.36577287 MI_loss: 22.219952 Detection error: 0.01119375228881836 time: 2:13:54.942414
- B/E: 15 / 61 , Gen_loss: -0.35186812 MI_loss: 21.156507 Detection error: 0.01113283634185791 time: 2:13:55.802978
- B/E: 16 / 61 , Gen_loss: -0.35129464 MI_loss: 21.190638 Detection error: 0.011082708835601807 time: 2:13:56.669944
- B/E: 17 / 61 , Gen_loss: -0.34676415 MI_loss: 20.995321 Detection error: 0.011041641235351562 time: 2:13:57.422130
- B/E: 18 / 61 , Gen_loss: -0.34802535 MI_loss: 21.195847 Detection error: 0.010976970195770264 time: 2:13:58.178997
- B/E: 19 / 61 , Gen_loss: -0.340134 MI_loss: 20.564474 Detection error: 0.010975003242492676 time: 2:13:58.931749
- B/E: 20 / 61 , Gen_loss: -0.33999717 MI_loss: 20.68111 Detection error: 0.01099550724029541 time: 2:13:59.682790
- B/E: 21 / 61 , Gen_loss: -0.34179807 MI_loss: 20.651081 Detection error: 0.010994315147399902 time: 2:14:00.533718
- B/E: 22 / 61 , Gen_loss: -0.34869817 MI_loss: 21.134462 Detection error: 0.010941565036773682 time: 2:14:01.392393
- B/E: 23 / 61 , Gen_loss: -0.34993896 MI_loss: 21.171606 Detection error: 0.010937511920928955 time: 2:14:02.251824
- B/E: 24 / 61 , Gen_loss: -0.34883305 MI_loss: 21.232193 Detection error: 0.010926246643066406 time: 2:14:03.110348
- B/E: 25 / 61 , Gen_loss: -0.34571934 MI_loss: 20.860996 Detection error: 0.010915875434875488 time: 2:14:04.048957
- B/E: 26 / 61 , Gen_loss: -0.34676692 MI_loss: 21.24911 Detection error: 0.010996520519256592 time: 2:14:04.912616
- B/E: 27 / 61 , Gen_loss: -0.35545298 MI_loss: 21.5672 Detection error: 0.010985493659973145 time: 2:14:05.782539
- B/E: 28 / 61 , Gen_loss: -0.34400773 MI_loss: 21.040249 Detection error: 0.011003255844116211 time: 2:14:06.644062
- B/E: 29 / 61 , Gen_loss: -0.34862813 MI_loss: 21.056026 Detection error: 0.01098644733428955 time: 2:14:07.427269
- B/E: 30 / 61 , Gen_loss: -0.35048923 MI_loss: 21.313261 Detection error: 0.010965704917907715 time: 2:14:08.260892
- B/E: 31 / 61 , Gen_loss: -0.339856 MI_loss: 20.602512 Detection error: 0.01094430685043335 time: 2:14:09.121287
- B/E: 32 / 61 , Gen_loss: -0.3579535 MI_loss: 21.685741 Detection error: 0.010930895805358887 time: 2:14:09.979236
- B/E: 33 / 61 , Gen_loss: -0.34882575 MI_loss: 21.149696 Detection error: 0.010909020900726318 time: 2:14:10.837181
- B/E: 34 / 61 , Gen_loss: -0.3489018 MI_loss: 21.170677 Detection error: 0.01091158390045166 time: 2:14:11.696853
- B/E: 35 / 61 , Gen_loss: -0.35277727 MI_loss: 21.264393 Detection error: 0.010884523391723633 time: 2:14:12.560768
- B/E: 36 / 61 , Gen_loss: -0.34645358 MI_loss: 20.862759 Detection error: 0.010856389999389648 time: 2:14:13.433278
- B/E: 37 / 61 , Gen_loss: -0.36061087 MI_loss: 21.795492 Detection error: 0.010859370231628418 time: 2:14:14.291840
- B/E: 38 / 61 , Gen_loss: -0.34364146 MI_loss: 20.803307 Detection error: 0.010862171649932861 time: 2:14:15.147996
- B/E: 39 / 61 , Gen_loss: -0.3459228 MI_loss: 21.01974 Detection error: 0.010853886604309082 time: 2:14:16.005204
- B/E: 40 / 61 , Gen_loss: -0.35861027 MI_loss: 21.765903 Detection error: 0.0108528733253479 time: 2:14:16.819811
- B/E: 41 / 61 , Gen_loss: -0.3500505 MI_loss: 21.184937 Detection error: 0.010861635208129883 time: 2:14:17.657426
- B/E: 42 / 61 , Gen_loss: -0.34992278 MI_loss: 21.202143 Detection error: 0.010840833187103271 time: 2:14:18.502637
- B/E: 43 / 61 , Gen_loss: -0.3514103 MI_loss: 21.274498 Detection error: 0.010842323303222656 time: 2:14:19.361812
- B/E: 44 / 61 , Gen_loss: -0.35071236 MI_loss: 21.313559 Detection error: 0.010861814022064209 time: 2:14:20.243034
- B/E: 45 / 61 , Gen_loss: -0.34349716 MI_loss: 20.921822 Detection error: 0.010866165161132812 time: 2:14:21.102992
- B/E: 46 / 61 , Gen_loss: -0.34249315 MI_loss: 20.663515 Detection error: 0.01086437702178955 time: 2:14:21.886280
- B/E: 47 / 61 , Gen_loss: -0.35007682 MI_loss: 21.102825 Detection error: 0.010845065116882324 time: 2:14:22.642176
- B/E: 48 / 61 , Gen_loss: -0.34250718 MI_loss: 20.81356 Detection error: 0.010873734951019287 time: 2:14:23.391161
- B/E: 49 / 61 , Gen_loss: -0.34052333 MI_loss: 20.730389 Detection error: 0.010877490043640137 time: 2:14:24.245471
- B/E: 50 / 61 , Gen_loss: -0.3563608 MI_loss: 21.7123 Detection error: 0.010876834392547607 time: 2:14:25.103589
- B/E: 51 / 61 , Gen_loss: -0.3465375 MI_loss: 21.09333 Detection error: 0.010882794857025146 time: 2:14:25.962968
- B/E: 52 / 61 , Gen_loss: -0.3444617 MI_loss: 20.887177 Detection error: 0.010887980461120605 time: 2:14:26.822680
- B/E: 53 / 61 , Gen_loss: -0.35160065 MI_loss: 21.346851 Detection error: 0.01089698076248169 time: 2:14:27.683807
- B/E: 54 / 61 , Gen_loss: -0.35733312 MI_loss: 21.653511 Detection error: 0.010887503623962402 time: 2:14:28.543768
- B/E: 55 / 61 , Gen_loss: -0.34269035 MI_loss: 20.805782 Detection error: 0.010861635208129883 time: 2:14:29.404178
- B/E: 56 / 61 , Gen_loss: -0.3563385 MI_loss: 21.542652 Detection error: 0.01084756851196289 time: 2:14:30.262576
- B/E: 57 / 61 , Gen_loss: -0.3561169 MI_loss: 21.72359 Detection error: 0.010840535163879395 time: 2:14:31.219977
- B/E: 58 / 61 , Gen_loss: -0.34566456 MI_loss: 21.06352 Detection error: 0.010833144187927246 time: 2:14:32.084719
- B/E: 59 / 61 , Gen_loss: -0.34618983 MI_loss: 21.009604 Detection error: 0.01085519790649414 time: 2:14:32.945133
- B/E: 60 / 61 , Gen_loss: -0.35237554 MI_loss: 21.299892 Detection error: 0.010840654373168945 time: 2:14:33.832728
- B/E: 61 / 61 , Gen_loss: -0.3388081 MI_loss: 20.627037 Detection error: 0.010837197303771973 time: 2:14:34.692904
- B/E: 62 / 61 , Gen_loss: -0.34919465 MI_loss: 21.202269 Detection error: 0.010838806629180908 time: 2:14:35.560121
- B/E: 63 / 61 , Gen_loss: -0.34227318 MI_loss: 20.658154 Detection error: 0.01084524393081665 time: 2:14:36.418412
- B/E: 64 / 61 , Gen_loss: -0.34752062 MI_loss: 21.196814 Detection error: 0.01083463430404663 time: 2:14:37.277371
- B/E: 65 / 61 , Gen_loss: -0.35143983 MI_loss: 21.369936 Detection error: 0.010830521583557129 time: 2:14:38.138671
- B/E: 66 / 61 , Gen_loss: -0.35921118 MI_loss: 21.801651 Detection error: 0.010830223560333252 time: 2:14:39.003297
- B/E: 67 / 61 , Gen_loss: -0.35775024 MI_loss: 21.665205 Detection error: 0.010812044143676758 time: 2:14:39.863260
- B/E: 68 / 61 , Gen_loss: -0.35253 MI_loss: 21.376846 Detection error: 0.010816097259521484 time: 2:14:40.720557
- B/E: 69 / 61 , Gen_loss: -0.35884583 MI_loss: 21.78215 Detection error: 0.01082456111907959 time: 2:14:41.581283
- B/E: 70 / 61 , Gen_loss: -0.35360515 MI_loss: 21.450771 Detection error: 0.010819971561431885 time: 2:14:42.433584
- B/E: 71 / 61 , Gen_loss: -0.34038115 MI_loss: 20.741833 Detection error: 0.010820746421813965 time: 2:14:43.184977
- B/E: 72 / 61 , Gen_loss: -0.35927504 MI_loss: 21.86558 Detection error: 0.010820209980010986 time: 2:14:43.954424
- B/E: 73 / 61 , Gen_loss: -0.34520486 MI_loss: 21.100948 Detection error: 0.010820925235748291 time: 2:14:44.793861
- B/E: 74 / 61 , Gen_loss: -0.33925506 MI_loss: 20.512999 Detection error: 0.0108146071434021 time: 2:14:45.556464
- B/E: 75 / 61 , Gen_loss: -0.34656072 MI_loss: 20.953644 Detection error: 0.010800600051879883 time: 2:14:46.441644
- B/E: 76 / 61 , Gen_loss: -0.34179154 MI_loss: 20.808065 Detection error: 0.010814130306243896 time: 2:14:47.298728
- B/E: 77 / 61 , Gen_loss: -0.34569922 MI_loss: 20.905594 Detection error: 0.01080930233001709 time: 2:14:48.161003
- B/E: 78 / 61 , Gen_loss: -0.35756904 MI_loss: 21.635235 Detection error: 0.010808944702148438 time: 2:14:49.021058
- B/E: 79 / 61 , Gen_loss: -0.34906334 MI_loss: 21.13301 Detection error: 0.010816395282745361 time: 2:14:49.902525
- B/E: 80 / 61 , Gen_loss: -0.34547243 MI_loss: 21.028044 Detection error: 0.010825634002685547 time: 2:14:50.696382
- B/E: 81 / 61 , Gen_loss: -0.35017747 MI_loss: 21.029222 Detection error: 0.01081019639968872 time: 2:14:51.531618
- B/E: 82 / 61 , Gen_loss: -0.34761587 MI_loss: 21.04768 Detection error: 0.010809481143951416 time: 2:14:52.388410
- B/E: 83 / 61 , Gen_loss: -0.35807014 MI_loss: 21.721859 Detection error: 0.010808408260345459 time: 2:14:53.172542
- B/E: 84 / 61 , Gen_loss: -0.34633538 MI_loss: 21.032768 Detection error: 0.010805904865264893 time: 2:14:53.946626
- B/E: 85 / 61 , Gen_loss: -0.3483448 MI_loss: 21.027071 Detection error: 0.010786712169647217 time: 2:14:54.705464
- B/E: 86 / 61 , Gen_loss: -0.34315032 MI_loss: 20.835028 Detection error: 0.010792374610900879 time: 2:14:55.553325
- B/E: 87 / 61 , Gen_loss: -0.347552 MI_loss: 20.963366 Detection error: 0.010774850845336914 time: 2:14:56.418388
- B/E: 88 / 61 , Gen_loss: -0.34747592 MI_loss: 21.060322 Detection error: 0.010766863822937012 time: 2:14:57.280183
- B/E: 89 / 61 , Gen_loss: -0.3544976 MI_loss: 21.511662 Detection error: 0.010771512985229492 time: 2:14:58.244524
- B/E: 90 / 61 , Gen_loss: -0.3501881 MI_loss: 21.186813 Detection error: 0.010772645473480225 time: 2:14:59.110941
- B/E: 91 / 61 , Gen_loss: -0.33913317 MI_loss: 20.631454 Detection error: 0.010776162147521973 time: 2:14:59.973464
- B/E: 92 / 61 , Gen_loss: -0.34297723 MI_loss: 20.727327 Detection error: 0.010765433311462402 time: 2:15:00.835330
- B/E: 93 / 61 , Gen_loss: -0.34804678 MI_loss: 21.153252 Detection error: 0.010759294033050537 time: 2:15:01.694229
- B/E: 94 / 61 , Gen_loss: -0.34596983 MI_loss: 21.089813 Detection error: 0.010776996612548828 time: 2:15:02.552220
- B/E: 95 / 61 , Gen_loss: -0.34326142 MI_loss: 20.956375 Detection error: 0.010779321193695068 time: 2:15:03.412903
- B/E: 96 / 61 , Gen_loss: -0.3543403 MI_loss: 21.534971 Detection error: 0.010777711868286133 time: 2:15:04.292110
- B/E: 97 / 61 , Gen_loss: -0.34797868 MI_loss: 21.156672 Detection error: 0.01076596975326538 time: 2:15:05.164261
- B/E: 98 / 61 , Gen_loss: -0.34840316 MI_loss: 21.0525 Detection error: 0.010751903057098389 time: 2:15:06.022687
- B/E: 99 / 61 , Gen_loss: -0.3581337 MI_loss: 21.695988 Detection error: 0.010753750801086426 time: 2:15:06.830366
- B/E: 100 / 61 , Gen_loss: -0.35285982 MI_loss: 21.413044 Detection error: 0.010761439800262451 time: 2:15:07.581941
- B/E: 101 / 61 , Gen_loss: -0.3529122 MI_loss: 21.446503 Detection error: 0.010764122009277344 time: 2:15:08.332039
- B/E: 102 / 61 , Gen_loss: -0.35957056 MI_loss: 21.693516 Detection error: 0.010764837265014648 time: 2:15:09.084632
- B/E: 103 / 61 , Gen_loss: -0.36036155 MI_loss: 21.96265 Detection error: 0.01076442003250122 time: 2:15:09.833090
- B/E: 104 / 61 , Gen_loss: -0.35153458 MI_loss: 21.287537 Detection error: 0.010771751403808594 time: 2:15:10.585181
- B/E: 105 / 61 , Gen_loss: -0.35593307 MI_loss: 21.73764 Detection error: 0.01076740026473999 time: 2:15:11.509219
- B/E: 106 / 61 , Gen_loss: -0.34287143 MI_loss: 20.788393 Detection error: 0.010769009590148926 time: 2:15:12.376726
- B/E: 107 / 61 , Gen_loss: -0.35366172 MI_loss: 21.632193 Detection error: 0.010775148868560791 time: 2:15:13.237232
- B/E: 108 / 61 , Gen_loss: -0.35427463 MI_loss: 21.513136 Detection error: 0.010778665542602539 time: 2:15:14.099020
- B/E: 109 / 61 , Gen_loss: -0.35435054 MI_loss: 21.54745 Detection error: 0.01076960563659668 time: 2:15:14.961182
- B/E: 110 / 61 , Gen_loss: -0.35801503 MI_loss: 21.750593 Detection error: 0.010764658451080322 time: 2:15:15.825089
- B/E: 111 / 61 , Gen_loss: -0.34951714 MI_loss: 21.235949 Detection error: 0.010762572288513184 time: 2:15:16.608299
- B/E: 112 / 61 , Gen_loss: -0.35452935 MI_loss: 21.567232 Detection error: 0.010764658451080322 time: 2:15:17.357986
- B/E: 113 / 61 , Gen_loss: -0.35345724 MI_loss: 21.438404 Detection error: 0.010766983032226562 time: 2:15:18.131307
- B/E: 114 / 61 , Gen_loss: -0.34886226 MI_loss: 21.176987 Detection error: 0.010775268077850342 time: 2:15:18.975376
- B/E: 115 / 61 , Gen_loss: -0.34394085 MI_loss: 20.844288 Detection error: 0.010773956775665283 time: 2:15:19.847279
- B/E: 116 / 61 , Gen_loss: -0.3504309 MI_loss: 21.28838 Detection error: 0.010777533054351807 time: 2:15:20.706911
- B/E: 117 / 61 , Gen_loss: -0.3369757 MI_loss: 20.581837 Detection error: 0.010778069496154785 time: 2:15:21.567207
- B/E: 118 / 61 , Gen_loss: -0.347822 MI_loss: 21.084091 Detection error: 0.010768115520477295 time: 2:15:22.388501
- B/E: 119 / 61 , Gen_loss: -0.34416172 MI_loss: 20.784538 Detection error: 0.010770857334136963 time: 2:15:23.274802
- B/E: 120 / 61 , Gen_loss: -0.35351372 MI_loss: 21.41247 Detection error: 0.010769903659820557 time: 2:15:24.138233
- B/E: 121 / 61 , Gen_loss: -0.35067526 MI_loss: 21.305605 Detection error: 0.010773539543151855 time: 2:15:25.088615
- B/E: 122 / 61 , Gen_loss: -0.3544026 MI_loss: 21.40764 Detection error: 0.010769307613372803 time: 2:15:25.941669
- B/E: 123 / 61 , Gen_loss: -0.3465706 MI_loss: 20.895836 Detection error: 0.010764598846435547 time: 2:15:26.710124
- B/E: 124 / 61 , Gen_loss: -0.33786312 MI_loss: 20.60799 Detection error: 0.010765254497528076 time: 2:15:27.481598
- B/E: 125 / 61 , Gen_loss: -0.3519129 MI_loss: 21.41834 Detection error: 0.010770082473754883 time: 2:15:28.256891
- B/E: 126 / 61 , Gen_loss: -0.3421777 MI_loss: 20.76803 Detection error: 0.010773897171020508 time: 2:15:29.005993
- B/E: 127 / 61 , Gen_loss: -0.3534643 MI_loss: 21.553095 Detection error: 0.010774195194244385 time: 2:15:29.851234
- B/E: 128 / 61 , Gen_loss: -0.35458255 MI_loss: 21.55676 Detection error: 0.010778605937957764 time: 2:15:30.708542
- B/E: 129 / 61 , Gen_loss: -0.35648704 MI_loss: 21.771568 Detection error: 0.010791122913360596 time: 2:15:31.568204
- B/E: 130 / 61 , Gen_loss: -0.35491133 MI_loss: 21.317593 Detection error: 0.010792911052703857 time: 2:15:32.425831
- B/E: 131 / 61 , Gen_loss: -0.35332945 MI_loss: 21.362522 Detection error: 0.010794997215270996 time: 2:15:33.282213
- B/E: 132 / 61 , Gen_loss: -0.35364312 MI_loss: 21.62037 Detection error: 0.010794878005981445 time: 2:15:34.139899
- B/E: 133 / 61 , Gen_loss: -0.3562898 MI_loss: 21.69436 Detection error: 0.010801315307617188 time: 2:15:35.000302
- B/E: 134 / 61 , Gen_loss: -0.34610674 MI_loss: 21.060055 Detection error: 0.010807633399963379 time: 2:15:35.859372
- B/E: 135 / 61 , Gen_loss: -0.35665616 MI_loss: 21.72993 Detection error: 0.01081228256225586 time: 2:15:36.644153
- B/E: 136 / 61 , Gen_loss: -0.33751652 MI_loss: 20.461525 Detection error: 0.010818183422088623 time: 2:15:37.414713
- B/E: 137 / 61 , Gen_loss: -0.34876528 MI_loss: 21.0983 Detection error: 0.010820865631103516 time: 2:15:38.299277
- B/E: 138 / 61 , Gen_loss: -0.3461249 MI_loss: 21.12523 Detection error: 0.010823488235473633 time: 2:15:39.061281
- B/E: 139 / 61 , Gen_loss: -0.35035133 MI_loss: 21.158157 Detection error: 0.010823190212249756 time: 2:15:39.814701
- B/E: 140 / 61 , Gen_loss: -0.34786552 MI_loss: 21.187843 Detection error: 0.010824263095855713 time: 2:15:40.565893
- B/E: 141 / 61 , Gen_loss: -0.35386947 MI_loss: 21.453444 Detection error: 0.010820627212524414 time: 2:15:41.317817
- B/E: 142 / 61 , Gen_loss: -0.35034218 MI_loss: 21.277311 Detection error: 0.010822534561157227 time: 2:15:42.077153
- B/E: 143 / 61 , Gen_loss: -0.35509765 MI_loss: 21.535065 Detection error: 0.010817945003509521 time: 2:15:42.827055
- B/E: 144 / 61 , Gen_loss: -0.34595427 MI_loss: 21.005981 Detection error: 0.010825872421264648 time: 2:15:43.578553
- B/E: 145 / 61 , Gen_loss: -0.3502517 MI_loss: 21.239542 Detection error: 0.010830700397491455 time: 2:15:44.429339
- B/E: 146 / 61 , Gen_loss: -0.35680318 MI_loss: 21.39908 Detection error: 0.010832488536834717 time: 2:15:45.286185
- B/E: 147 / 61 , Gen_loss: -0.3492846 MI_loss: 21.058634 Detection error: 0.01083296537399292 time: 2:15:46.151519
- B/E: 148 / 61 , Gen_loss: -0.3516965 MI_loss: 21.450941 Detection error: 0.010836422443389893 time: 2:15:47.009991
- B/E: 149 / 61 , Gen_loss: -0.34903452 MI_loss: 21.245472 Detection error: 0.010840833187103271 time: 2:15:47.867772
-
- Test Loss: 11.42164 Test Error: 0.011266648769378662
- -----
- EPOCH: 62
- B/E: 0 / 62 , Gen_loss: -0.34168875 MI_loss: 20.815157 Detection error: 0.012499988079071045 time: 2:15:49.830152
- B/E: 1 / 62 , Gen_loss: -0.32017842 MI_loss: 19.757896 Detection error: 0.013203144073486328 time: 2:15:58.251049
- B/E: 2 / 62 , Gen_loss: -0.3446626 MI_loss: 20.986622 Detection error: 0.011885404586791992 time: 2:15:59.232195
- B/E: 3 / 62 , Gen_loss: -0.34265625 MI_loss: 20.766699 Detection error: 0.011765599250793457 time: 2:16:00.120640
- B/E: 4 / 62 , Gen_loss: -0.34449935 MI_loss: 20.922455 Detection error: 0.011637508869171143 time: 2:16:00.905363
- B/E: 5 / 62 , Gen_loss: -0.34996915 MI_loss: 21.563366 Detection error: 0.011500000953674316 time: 2:16:01.655552
- B/E: 6 / 62 , Gen_loss: -0.3480848 MI_loss: 21.169247 Detection error: 0.011428594589233398 time: 2:16:02.407784
- B/E: 7 / 62 , Gen_loss: -0.34361574 MI_loss: 20.905146 Detection error: 0.011402368545532227 time: 2:16:03.236084
- B/E: 8 / 62 , Gen_loss: -0.35066393 MI_loss: 21.165077 Detection error: 0.011229157447814941 time: 2:16:04.025591
- B/E: 9 / 62 , Gen_loss: -0.35239655 MI_loss: 21.391533 Detection error: 0.011187493801116943 time: 2:16:04.866055
- B/E: 10 / 62 , Gen_loss: -0.3636886 MI_loss: 22.20544 Detection error: 0.0111619234085083 time: 2:16:05.726538
- B/E: 11 / 62 , Gen_loss: -0.35519785 MI_loss: 21.692455 Detection error: 0.011122405529022217 time: 2:16:06.587894
- B/E: 12 / 62 , Gen_loss: -0.34829533 MI_loss: 21.219929 Detection error: 0.011134624481201172 time: 2:16:07.451712
- B/E: 13 / 62 , Gen_loss: -0.3481429 MI_loss: 21.092075 Detection error: 0.011098206043243408 time: 2:16:08.311855
- B/E: 14 / 62 , Gen_loss: -0.3565516 MI_loss: 21.48254 Detection error: 0.011064589023590088 time: 2:16:09.174633
- B/E: 15 / 62 , Gen_loss: -0.36435786 MI_loss: 22.110733 Detection error: 0.01106637716293335 time: 2:16:10.034808
- B/E: 16 / 62 , Gen_loss: -0.3480801 MI_loss: 20.994751 Detection error: 0.011003673076629639 time: 2:16:10.894447
- B/E: 17 / 62 , Gen_loss: -0.33907226 MI_loss: 20.50002 Detection error: 0.010977447032928467 time: 2:16:11.759540
- B/E: 18 / 62 , Gen_loss: -0.3525572 MI_loss: 21.39921 Detection error: 0.010932564735412598 time: 2:16:12.718739
- B/E: 19 / 62 , Gen_loss: -0.34274676 MI_loss: 20.945034 Detection error: 0.010893762111663818 time: 2:16:13.580017
- B/E: 20 / 62 , Gen_loss: -0.34939262 MI_loss: 21.368675 Detection error: 0.010904788970947266 time: 2:16:14.440884
- B/E: 21 / 62 , Gen_loss: -0.35060543 MI_loss: 21.386013 Detection error: 0.010955989360809326 time: 2:16:15.305105
- B/E: 22 / 62 , Gen_loss: -0.3514974 MI_loss: 21.238731 Detection error: 0.010915756225585938 time: 2:16:16.164992
- B/E: 23 / 62 , Gen_loss: -0.340304 MI_loss: 20.48642 Detection error: 0.01091015338897705 time: 2:16:17.024081
- B/E: 24 / 62 , Gen_loss: -0.34822717 MI_loss: 21.088717 Detection error: 0.010895013809204102 time: 2:16:17.846285
- B/E: 25 / 62 , Gen_loss: -0.3497295 MI_loss: 21.2806 Detection error: 0.010902643203735352 time: 2:16:18.599249
- B/E: 26 / 62 , Gen_loss: -0.35256848 MI_loss: 21.576065 Detection error: 0.01094210147857666 time: 2:16:19.350122
- B/E: 27 / 62 , Gen_loss: -0.34200177 MI_loss: 20.879725 Detection error: 0.010951995849609375 time: 2:16:20.109767
- B/E: 28 / 62 , Gen_loss: -0.3451046 MI_loss: 20.90319 Detection error: 0.010941803455352783 time: 2:16:20.952809
- B/E: 29 / 62 , Gen_loss: -0.34909126 MI_loss: 21.243599 Detection error: 0.010944783687591553 time: 2:16:21.817246
- B/E: 30 / 62 , Gen_loss: -0.3409606 MI_loss: 20.904053 Detection error: 0.010910272598266602 time: 2:16:22.679959
- B/E: 31 / 62 , Gen_loss: -0.3516943 MI_loss: 21.341576 Detection error: 0.010894536972045898 time: 2:16:23.627349
- B/E: 32 / 62 , Gen_loss: -0.34428525 MI_loss: 20.947727 Detection error: 0.01089489459991455 time: 2:16:24.486629
- B/E: 33 / 62 , Gen_loss: -0.34734863 MI_loss: 21.172401 Detection error: 0.010863065719604492 time: 2:16:25.346671
- B/E: 34 / 62 , Gen_loss: -0.3451298 MI_loss: 20.986153 Detection error: 0.010851800441741943 time: 2:16:26.220625
- B/E: 35 / 62 , Gen_loss: -0.3558384 MI_loss: 21.637157 Detection error: 0.010825514793395996 time: 2:16:27.078792
- B/E: 36 / 62 , Gen_loss: -0.35360977 MI_loss: 21.399832 Detection error: 0.010818421840667725 time: 2:16:27.937958
- B/E: 37 / 62 , Gen_loss: -0.35733724 MI_loss: 21.712559 Detection error: 0.010814964771270752 time: 2:16:28.795602
- B/E: 38 / 62 , Gen_loss: -0.3578504 MI_loss: 21.741135 Detection error: 0.01082611083984375 time: 2:16:29.677835
- B/E: 39 / 62 , Gen_loss: -0.35823327 MI_loss: 21.762291 Detection error: 0.010822653770446777 time: 2:16:30.551821
- B/E: 40 / 62 , Gen_loss: -0.3518599 MI_loss: 21.310379 Detection error: 0.010805666446685791 time: 2:16:31.409836
- B/E: 41 / 62 , Gen_loss: -0.34690145 MI_loss: 20.80119 Detection error: 0.010805070400238037 time: 2:16:32.267345
- B/E: 42 / 62 , Gen_loss: -0.35259628 MI_loss: 21.22821 Detection error: 0.01079869270324707 time: 2:16:33.148509
- B/E: 43 / 62 , Gen_loss: -0.35396823 MI_loss: 21.378284 Detection error: 0.010779857635498047 time: 2:16:34.007200
- B/E: 44 / 62 , Gen_loss: -0.35467908 MI_loss: 21.600769 Detection error: 0.010784029960632324 time: 2:16:34.865120
- B/E: 45 / 62 , Gen_loss: -0.36111966 MI_loss: 21.941195 Detection error: 0.010797560214996338 time: 2:16:35.655184
- B/E: 46 / 62 , Gen_loss: -0.34885168 MI_loss: 21.11398 Detection error: 0.010792553424835205 time: 2:16:36.432059
- B/E: 47 / 62 , Gen_loss: -0.34643275 MI_loss: 21.016428 Detection error: 0.010789036750793457 time: 2:16:37.267440
- B/E: 48 / 62 , Gen_loss: -0.3498796 MI_loss: 21.337702 Detection error: 0.010815680027008057 time: 2:16:38.195838
- B/E: 49 / 62 , Gen_loss: -0.34589612 MI_loss: 20.837538 Detection error: 0.010811865329742432 time: 2:16:38.962715
- B/E: 50 / 62 , Gen_loss: -0.35184115 MI_loss: 21.337027 Detection error: 0.01082843542098999 time: 2:16:39.794801
- B/E: 51 / 62 , Gen_loss: -0.34218898 MI_loss: 20.695818 Detection error: 0.010826945304870605 time: 2:16:40.652760
- B/E: 52 / 62 , Gen_loss: -0.35811216 MI_loss: 21.602161 Detection error: 0.010826051235198975 time: 2:16:41.513719
- B/E: 53 / 62 , Gen_loss: -0.35073578 MI_loss: 21.16846 Detection error: 0.010831594467163086 time: 2:16:42.372938
- B/E: 54 / 62 , Gen_loss: -0.35890326 MI_loss: 21.836098 Detection error: 0.010822176933288574 time: 2:16:43.231775
- B/E: 55 / 62 , Gen_loss: -0.34794968 MI_loss: 21.13716 Detection error: 0.010808587074279785 time: 2:16:44.088400
- B/E: 56 / 62 , Gen_loss: -0.34281725 MI_loss: 20.750038 Detection error: 0.010791122913360596 time: 2:16:44.950114
- B/E: 57 / 62 , Gen_loss: -0.35641122 MI_loss: 21.446222 Detection error: 0.010780692100524902 time: 2:16:45.806637
- B/E: 58 / 62 , Gen_loss: -0.34535736 MI_loss: 21.008282 Detection error: 0.01077491044998169 time: 2:16:46.665856
- B/E: 59 / 62 , Gen_loss: -0.35001588 MI_loss: 21.251005 Detection error: 0.01079636812210083 time: 2:16:47.522238
- B/E: 60 / 62 , Gen_loss: -0.3488318 MI_loss: 21.243706 Detection error: 0.010798156261444092 time: 2:16:48.382467
- B/E: 61 / 62 , Gen_loss: -0.34760135 MI_loss: 21.021418 Detection error: 0.010791301727294922 time: 2:16:49.241782
- B/E: 62 / 62 , Gen_loss: -0.35556963 MI_loss: 21.56306 Detection error: 0.01079416275024414 time: 2:16:50.098879
- B/E: 63 / 62 , Gen_loss: -0.35721648 MI_loss: 21.476234 Detection error: 0.01079636812210083 time: 2:16:51.036154
- B/E: 64 / 62 , Gen_loss: -0.34500957 MI_loss: 21.104856 Detection error: 0.010796606540679932 time: 2:16:51.900143
- B/E: 65 / 62 , Gen_loss: -0.3494339 MI_loss: 21.200695 Detection error: 0.010790705680847168 time: 2:16:52.758145
- B/E: 66 / 62 , Gen_loss: -0.34911522 MI_loss: 21.186771 Detection error: 0.01079106330871582 time: 2:16:53.617242
- B/E: 67 / 62 , Gen_loss: -0.35543105 MI_loss: 21.439713 Detection error: 0.01078033447265625 time: 2:16:54.437345
- B/E: 68 / 62 , Gen_loss: -0.3525305 MI_loss: 21.483501 Detection error: 0.01077580451965332 time: 2:16:55.185902
- B/E: 69 / 62 , Gen_loss: -0.3475689 MI_loss: 21.18537 Detection error: 0.0107879638671875 time: 2:16:55.940873
- B/E: 70 / 62 , Gen_loss: -0.34968948 MI_loss: 21.233196 Detection error: 0.010779917240142822 time: 2:16:56.701237
- B/E: 71 / 62 , Gen_loss: -0.343007 MI_loss: 20.88945 Detection error: 0.010792553424835205 time: 2:16:57.453221
- B/E: 72 / 62 , Gen_loss: -0.3537789 MI_loss: 21.553436 Detection error: 0.010785520076751709 time: 2:16:58.211374
- B/E: 73 / 62 , Gen_loss: -0.34556702 MI_loss: 21.100746 Detection error: 0.01078253984451294 time: 2:16:58.959633
- B/E: 74 / 62 , Gen_loss: -0.35455745 MI_loss: 21.50366 Detection error: 0.010785400867462158 time: 2:16:59.724530
- B/E: 75 / 62 , Gen_loss: -0.35050482 MI_loss: 21.280502 Detection error: 0.0107804536819458 time: 2:17:00.474449
- B/E: 76 / 62 , Gen_loss: -0.35614827 MI_loss: 21.73933 Detection error: 0.010782897472381592 time: 2:17:01.322041
- B/E: 77 / 62 , Gen_loss: -0.34204352 MI_loss: 20.835575 Detection error: 0.01078808307647705 time: 2:17:02.178906
- B/E: 78 / 62 , Gen_loss: -0.35511422 MI_loss: 21.384813 Detection error: 0.01078122854232788 time: 2:17:03.056400
- B/E: 79 / 62 , Gen_loss: -0.35131326 MI_loss: 21.376032 Detection error: 0.010789036750793457 time: 2:17:04.019468
- B/E: 80 / 62 , Gen_loss: -0.3558457 MI_loss: 21.568024 Detection error: 0.010796666145324707 time: 2:17:04.887091
- B/E: 81 / 62 , Gen_loss: -0.3532627 MI_loss: 21.404333 Detection error: 0.010786592960357666 time: 2:17:05.749509
- B/E: 82 / 62 , Gen_loss: -0.3486266 MI_loss: 21.244606 Detection error: 0.010783493518829346 time: 2:17:06.628168
- B/E: 83 / 62 , Gen_loss: -0.34182864 MI_loss: 20.757475 Detection error: 0.010780870914459229 time: 2:17:07.486644
- B/E: 84 / 62 , Gen_loss: -0.3433459 MI_loss: 20.77591 Detection error: 0.010773897171020508 time: 2:17:08.345544
- B/E: 85 / 62 , Gen_loss: -0.35651085 MI_loss: 21.462034 Detection error: 0.010762333869934082 time: 2:17:09.203086
- B/E: 86 / 62 , Gen_loss: -0.36222547 MI_loss: 21.993242 Detection error: 0.010764360427856445 time: 2:17:10.060927
- B/E: 87 / 62 , Gen_loss: -0.34474146 MI_loss: 20.910307 Detection error: 0.010752499103546143 time: 2:17:10.922425
- B/E: 88 / 62 , Gen_loss: -0.3528546 MI_loss: 21.546644 Detection error: 0.010739445686340332 time: 2:17:11.779945
- B/E: 89 / 62 , Gen_loss: -0.34151113 MI_loss: 20.85204 Detection error: 0.010749638080596924 time: 2:17:12.639456
- B/E: 90 / 62 , Gen_loss: -0.3555834 MI_loss: 21.591635 Detection error: 0.010752737522125244 time: 2:17:13.496587
- B/E: 91 / 62 , Gen_loss: -0.3487202 MI_loss: 21.319887 Detection error: 0.0107574462890625 time: 2:17:14.362707
- B/E: 92 / 62 , Gen_loss: -0.33604273 MI_loss: 20.346258 Detection error: 0.010751008987426758 time: 2:17:15.220266
- B/E: 93 / 62 , Gen_loss: -0.34167144 MI_loss: 20.814447 Detection error: 0.010740041732788086 time: 2:17:16.089432
- B/E: 94 / 62 , Gen_loss: -0.34197176 MI_loss: 20.903858 Detection error: 0.010758578777313232 time: 2:17:16.949099
- B/E: 95 / 62 , Gen_loss: -0.35651973 MI_loss: 21.591465 Detection error: 0.010763347148895264 time: 2:17:17.915364
- B/E: 96 / 62 , Gen_loss: -0.35341358 MI_loss: 21.485256 Detection error: 0.010760605335235596 time: 2:17:18.777887
- B/E: 97 / 62 , Gen_loss: -0.3577083 MI_loss: 21.80807 Detection error: 0.010750293731689453 time: 2:17:19.638155
- B/E: 98 / 62 , Gen_loss: -0.35427186 MI_loss: 21.371887 Detection error: 0.010741472244262695 time: 2:17:20.497789
- B/E: 99 / 62 , Gen_loss: -0.34960172 MI_loss: 21.091724 Detection error: 0.010735929012298584 time: 2:17:21.358307
- B/E: 100 / 62 , Gen_loss: -0.34975967 MI_loss: 21.240356 Detection error: 0.010740697383880615 time: 2:17:22.222048
- B/E: 101 / 62 , Gen_loss: -0.3467209 MI_loss: 21.093946 Detection error: 0.010749101638793945 time: 2:17:23.081080
- B/E: 102 / 62 , Gen_loss: -0.34063298 MI_loss: 20.675915 Detection error: 0.010751545429229736 time: 2:17:23.942026
- B/E: 103 / 62 , Gen_loss: -0.36350796 MI_loss: 22.140373 Detection error: 0.010746121406555176 time: 2:17:24.820958
- B/E: 104 / 62 , Gen_loss: -0.3516006 MI_loss: 21.370361 Detection error: 0.010750889778137207 time: 2:17:25.686627
- B/E: 105 / 62 , Gen_loss: -0.3554113 MI_loss: 21.634186 Detection error: 0.01074528694152832 time: 2:17:26.545943
- B/E: 106 / 62 , Gen_loss: -0.35186622 MI_loss: 21.369913 Detection error: 0.010754406452178955 time: 2:17:27.406183
- B/E: 107 / 62 , Gen_loss: -0.3531205 MI_loss: 21.368889 Detection error: 0.010763287544250488 time: 2:17:28.178408
- B/E: 108 / 62 , Gen_loss: -0.34200987 MI_loss: 20.894085 Detection error: 0.010765492916107178 time: 2:17:28.931788
- B/E: 109 / 62 , Gen_loss: -0.3484669 MI_loss: 21.178612 Detection error: 0.010761916637420654 time: 2:17:29.770380
- B/E: 110 / 62 , Gen_loss: -0.3570817 MI_loss: 21.653141 Detection error: 0.010750293731689453 time: 2:17:30.626931
- B/E: 111 / 62 , Gen_loss: -0.3549759 MI_loss: 21.558514 Detection error: 0.010748028755187988 time: 2:17:31.572119
- B/E: 112 / 62 , Gen_loss: -0.3441421 MI_loss: 20.64414 Detection error: 0.010745584964752197 time: 2:17:32.431981
- B/E: 113 / 62 , Gen_loss: -0.35005602 MI_loss: 21.439026 Detection error: 0.010755479335784912 time: 2:17:33.309531
- B/E: 114 / 62 , Gen_loss: -0.3467045 MI_loss: 20.938576 Detection error: 0.01075899600982666 time: 2:17:34.167521
- B/E: 115 / 62 , Gen_loss: -0.3656709 MI_loss: 21.997793 Detection error: 0.010756492614746094 time: 2:17:35.024837
- B/E: 116 / 62 , Gen_loss: -0.3566388 MI_loss: 21.627079 Detection error: 0.010759055614471436 time: 2:17:35.884245
- B/E: 117 / 62 , Gen_loss: -0.3376494 MI_loss: 20.679295 Detection error: 0.010760605335235596 time: 2:17:36.699182
- B/E: 118 / 62 , Gen_loss: -0.350059 MI_loss: 21.116444 Detection error: 0.010750770568847656 time: 2:17:37.448592
- B/E: 119 / 62 , Gen_loss: -0.35057917 MI_loss: 21.193289 Detection error: 0.010746359825134277 time: 2:17:38.318277
- B/E: 120 / 62 , Gen_loss: -0.34141383 MI_loss: 20.809258 Detection error: 0.010745882987976074 time: 2:17:39.176397
- B/E: 121 / 62 , Gen_loss: -0.35636947 MI_loss: 21.577576 Detection error: 0.010748445987701416 time: 2:17:40.054155
- B/E: 122 / 62 , Gen_loss: -0.34784478 MI_loss: 21.092396 Detection error: 0.010748982429504395 time: 2:17:40.912263
- B/E: 123 / 62 , Gen_loss: -0.34486648 MI_loss: 20.805988 Detection error: 0.010741710662841797 time: 2:17:41.705012
- B/E: 124 / 62 , Gen_loss: -0.34992447 MI_loss: 21.196686 Detection error: 0.010741233825683594 time: 2:17:42.458318
- B/E: 125 / 62 , Gen_loss: -0.35350764 MI_loss: 21.47864 Detection error: 0.010747015476226807 time: 2:17:43.285422
- B/E: 126 / 62 , Gen_loss: -0.34868833 MI_loss: 21.224094 Detection error: 0.010754704475402832 time: 2:17:44.147326
- B/E: 127 / 62 , Gen_loss: -0.3534576 MI_loss: 21.422245 Detection error: 0.010752677917480469 time: 2:17:45.027241
- B/E: 128 / 62 , Gen_loss: -0.3455998 MI_loss: 21.037905 Detection error: 0.010760664939880371 time: 2:17:45.781567
- B/E: 129 / 62 , Gen_loss: -0.34349978 MI_loss: 20.910759 Detection error: 0.010764658451080322 time: 2:17:46.561395
- B/E: 130 / 62 , Gen_loss: -0.34772506 MI_loss: 21.18534 Detection error: 0.010778844356536865 time: 2:17:47.313200
- B/E: 131 / 62 , Gen_loss: -0.34537116 MI_loss: 20.986488 Detection error: 0.010781466960906982 time: 2:17:48.065834
- B/E: 132 / 62 , Gen_loss: -0.3547457 MI_loss: 21.509243 Detection error: 0.01078122854232788 time: 2:17:48.816743
- B/E: 133 / 62 , Gen_loss: -0.3469916 MI_loss: 21.254267 Detection error: 0.01079106330871582 time: 2:17:49.577714
- B/E: 134 / 62 , Gen_loss: -0.35221222 MI_loss: 21.449053 Detection error: 0.01079326868057251 time: 2:17:50.368037
- B/E: 135 / 62 , Gen_loss: -0.3559221 MI_loss: 21.472294 Detection error: 0.010794341564178467 time: 2:17:51.121980
- B/E: 136 / 62 , Gen_loss: -0.35558897 MI_loss: 21.726078 Detection error: 0.010800659656524658 time: 2:17:51.879501
- B/E: 137 / 62 , Gen_loss: -0.3463844 MI_loss: 20.898617 Detection error: 0.010798931121826172 time: 2:17:52.627799
- B/E: 138 / 62 , Gen_loss: -0.34743288 MI_loss: 21.204662 Detection error: 0.010803759098052979 time: 2:17:53.379414
- B/E: 139 / 62 , Gen_loss: -0.36150807 MI_loss: 22.030966 Detection error: 0.010810017585754395 time: 2:17:54.129961
- B/E: 140 / 62 , Gen_loss: -0.33140117 MI_loss: 20.05092 Detection error: 0.010810256004333496 time: 2:17:54.878689
- B/E: 141 / 62 , Gen_loss: -0.34961954 MI_loss: 21.176466 Detection error: 0.010803461074829102 time: 2:17:55.633227
- B/E: 142 / 62 , Gen_loss: -0.35628405 MI_loss: 21.626268 Detection error: 0.010805487632751465 time: 2:17:56.488302
- B/E: 143 / 62 , Gen_loss: -0.35409424 MI_loss: 21.533781 Detection error: 0.010804474353790283 time: 2:17:57.428182
- B/E: 144 / 62 , Gen_loss: -0.3460695 MI_loss: 21.01115 Detection error: 0.010813117027282715 time: 2:17:58.233884
- B/E: 145 / 62 , Gen_loss: -0.33312273 MI_loss: 20.113419 Detection error: 0.010812938213348389 time: 2:17:59.081932
- B/E: 146 / 62 , Gen_loss: -0.3548905 MI_loss: 21.44601 Detection error: 0.010813534259796143 time: 2:17:59.902710
- B/E: 147 / 62 , Gen_loss: -0.35952568 MI_loss: 21.760464 Detection error: 0.010818421840667725 time: 2:18:00.666003
- B/E: 148 / 62 , Gen_loss: -0.353429 MI_loss: 21.547039 Detection error: 0.010816037654876709 time: 2:18:01.416336
- B/E: 149 / 62 , Gen_loss: -0.3579765 MI_loss: 21.751535 Detection error: 0.010822713375091553 time: 2:18:02.182395
-
- Test Loss: 11.395373 Test Error: 0.011425018310546875
- -----
- EPOCH: 63
- B/E: 0 / 63 , Gen_loss: -0.3576434 MI_loss: 21.712639 Detection error: 0.012250006198883057 time: 2:18:04.045900
- B/E: 1 / 63 , Gen_loss: -0.3309813 MI_loss: 20.355324 Detection error: 0.01273435354232788 time: 2:18:12.566000
- B/E: 2 / 63 , Gen_loss: -0.34396723 MI_loss: 20.735413 Detection error: 0.011656224727630615 time: 2:18:13.479010
- B/E: 3 / 63 , Gen_loss: -0.33629683 MI_loss: 20.382261 Detection error: 0.011546850204467773 time: 2:18:14.350314
- B/E: 4 / 63 , Gen_loss: -0.3345131 MI_loss: 19.962437 Detection error: 0.011375010013580322 time: 2:18:15.218557
- B/E: 5 / 63 , Gen_loss: -0.34521568 MI_loss: 21.176699 Detection error: 0.011302053928375244 time: 2:18:16.126941
- B/E: 6 / 63 , Gen_loss: -0.34563896 MI_loss: 21.022366 Detection error: 0.011254489421844482 time: 2:18:16.880873
- B/E: 7 / 63 , Gen_loss: -0.3429858 MI_loss: 20.821388 Detection error: 0.011343777179718018 time: 2:18:17.723733
- B/E: 8 / 63 , Gen_loss: -0.34989098 MI_loss: 21.094044 Detection error: 0.011211812496185303 time: 2:18:18.581505
- B/E: 9 / 63 , Gen_loss: -0.34882116 MI_loss: 21.156904 Detection error: 0.011146903038024902 time: 2:18:19.439277
- B/E: 10 / 63 , Gen_loss: -0.34560192 MI_loss: 20.987158 Detection error: 0.011130690574645996 time: 2:18:20.297278
- B/E: 11 / 63 , Gen_loss: -0.34117427 MI_loss: 20.607306 Detection error: 0.011122405529022217 time: 2:18:21.157591
- B/E: 12 / 63 , Gen_loss: -0.34081727 MI_loss: 20.768421 Detection error: 0.011182665824890137 time: 2:18:22.017235
- B/E: 13 / 63 , Gen_loss: -0.34380504 MI_loss: 20.81208 Detection error: 0.011133909225463867 time: 2:18:22.876936
- B/E: 14 / 63 , Gen_loss: -0.3462826 MI_loss: 20.95491 Detection error: 0.011112511157989502 time: 2:18:23.667404
- B/E: 15 / 63 , Gen_loss: -0.3428425 MI_loss: 20.734814 Detection error: 0.011056661605834961 time: 2:18:24.421373
- B/E: 16 / 63 , Gen_loss: -0.35325485 MI_loss: 21.346508 Detection error: 0.011014699935913086 time: 2:18:25.276471
- B/E: 17 / 63 , Gen_loss: -0.3521933 MI_loss: 21.234135 Detection error: 0.010967016220092773 time: 2:18:26.134453
- B/E: 18 / 63 , Gen_loss: -0.34670976 MI_loss: 20.875278 Detection error: 0.010894715785980225 time: 2:18:26.918664
- B/E: 19 / 63 , Gen_loss: -0.35127407 MI_loss: 21.329233 Detection error: 0.010901570320129395 time: 2:18:27.670870
- B/E: 20 / 63 , Gen_loss: -0.34953478 MI_loss: 21.097569 Detection error: 0.010891377925872803 time: 2:18:28.505633
- B/E: 21 / 63 , Gen_loss: -0.34213516 MI_loss: 20.877613 Detection error: 0.010924696922302246 time: 2:18:29.260232
- B/E: 22 / 63 , Gen_loss: -0.33744854 MI_loss: 20.417137 Detection error: 0.010895371437072754 time: 2:18:30.094209
- B/E: 23 / 63 , Gen_loss: -0.34756544 MI_loss: 20.918924 Detection error: 0.010890603065490723 time: 2:18:30.948982
- B/E: 24 / 63 , Gen_loss: -0.35010955 MI_loss: 21.198053 Detection error: 0.010876238346099854 time: 2:18:31.809140
- B/E: 25 / 63 , Gen_loss: -0.35438707 MI_loss: 21.40672 Detection error: 0.010873794555664062 time: 2:18:32.667656
- B/E: 26 / 63 , Gen_loss: -0.3415488 MI_loss: 20.889896 Detection error: 0.010940968990325928 time: 2:18:33.525619
- B/E: 27 / 63 , Gen_loss: -0.35935324 MI_loss: 21.844429 Detection error: 0.01093524694442749 time: 2:18:34.314261
- B/E: 28 / 63 , Gen_loss: -0.33760694 MI_loss: 20.386358 Detection error: 0.01091378927230835 time: 2:18:35.063952
- B/E: 29 / 63 , Gen_loss: -0.34812513 MI_loss: 21.15895 Detection error: 0.01093226671218872 time: 2:18:35.926917
- B/E: 30 / 63 , Gen_loss: -0.3476169 MI_loss: 21.179688 Detection error: 0.010889112949371338 time: 2:18:36.794650
- B/E: 31 / 63 , Gen_loss: -0.33969843 MI_loss: 20.63216 Detection error: 0.010869145393371582 time: 2:18:37.653395
- B/E: 32 / 63 , Gen_loss: -0.35578543 MI_loss: 21.628283 Detection error: 0.01086646318435669 time: 2:18:38.510846
- B/E: 33 / 63 , Gen_loss: -0.34718448 MI_loss: 20.973831 Detection error: 0.010846495628356934 time: 2:18:39.381595
- B/E: 34 / 63 , Gen_loss: -0.35170767 MI_loss: 21.417292 Detection error: 0.01083838939666748 time: 2:18:40.242925
- B/E: 35 / 63 , Gen_loss: -0.35108656 MI_loss: 21.274893 Detection error: 0.010820329189300537 time: 2:18:41.103201
- B/E: 36 / 63 , Gen_loss: -0.35608193 MI_loss: 21.67269 Detection error: 0.010822653770446777 time: 2:18:42.051929
- B/E: 37 / 63 , Gen_loss: -0.35590658 MI_loss: 21.648403 Detection error: 0.010820746421813965 time: 2:18:42.865176
- B/E: 38 / 63 , Gen_loss: -0.35025677 MI_loss: 21.330399 Detection error: 0.010827720165252686 time: 2:18:43.622211
- B/E: 39 / 63 , Gen_loss: -0.35949022 MI_loss: 21.679142 Detection error: 0.010814070701599121 time: 2:18:44.375183
- B/E: 40 / 63 , Gen_loss: -0.34892333 MI_loss: 21.202663 Detection error: 0.010793447494506836 time: 2:18:45.126583
- B/E: 41 / 63 , Gen_loss: -0.34855893 MI_loss: 21.416853 Detection error: 0.010811030864715576 time: 2:18:45.879185
- B/E: 42 / 63 , Gen_loss: -0.35008687 MI_loss: 21.284248 Detection error: 0.010804533958435059 time: 2:18:46.654721
- B/E: 43 / 63 , Gen_loss: -0.35945842 MI_loss: 21.753822 Detection error: 0.01079261302947998 time: 2:18:47.509820
- B/E: 44 / 63 , Gen_loss: -0.34624478 MI_loss: 20.909315 Detection error: 0.010806918144226074 time: 2:18:48.365258
- B/E: 45 / 63 , Gen_loss: -0.3581286 MI_loss: 21.83867 Detection error: 0.010823369026184082 time: 2:18:49.221496
- B/E: 46 / 63 , Gen_loss: -0.34435168 MI_loss: 20.807396 Detection error: 0.010809183120727539 time: 2:18:50.080352
- B/E: 47 / 63 , Gen_loss: -0.35849452 MI_loss: 21.681137 Detection error: 0.010796904563903809 time: 2:18:50.939664
- B/E: 48 / 63 , Gen_loss: -0.35300425 MI_loss: 21.352953 Detection error: 0.010815680027008057 time: 2:18:51.797521
- B/E: 49 / 63 , Gen_loss: -0.35932732 MI_loss: 21.900612 Detection error: 0.010822474956512451 time: 2:18:52.654554
- B/E: 50 / 63 , Gen_loss: -0.35552514 MI_loss: 21.583254 Detection error: 0.010841906070709229 time: 2:18:53.513303
- B/E: 51 / 63 , Gen_loss: -0.35678715 MI_loss: 21.625736 Detection error: 0.010838329792022705 time: 2:18:54.375954
- B/E: 52 / 63 , Gen_loss: -0.3562401 MI_loss: 21.46932 Detection error: 0.010831356048583984 time: 2:18:55.332775
- B/E: 53 / 63 , Gen_loss: -0.35480097 MI_loss: 21.482527 Detection error: 0.010837376117706299 time: 2:18:56.191324
- B/E: 54 / 63 , Gen_loss: -0.34819204 MI_loss: 21.191925 Detection error: 0.010821044445037842 time: 2:18:57.048932
- B/E: 55 / 63 , Gen_loss: -0.345499 MI_loss: 20.954002 Detection error: 0.01081305742263794 time: 2:18:57.909106
- B/E: 56 / 63 , Gen_loss: -0.35769302 MI_loss: 21.669464 Detection error: 0.010796606540679932 time: 2:18:58.734336
- B/E: 57 / 63 , Gen_loss: -0.35649005 MI_loss: 21.748354 Detection error: 0.010788798332214355 time: 2:18:59.520408
- B/E: 58 / 63 , Gen_loss: -0.34968004 MI_loss: 21.234768 Detection error: 0.010783374309539795 time: 2:19:00.375608
- B/E: 59 / 63 , Gen_loss: -0.3633296 MI_loss: 22.197037 Detection error: 0.010798931121826172 time: 2:19:01.177688
- B/E: 60 / 63 , Gen_loss: -0.3471279 MI_loss: 20.923843 Detection error: 0.010786890983581543 time: 2:19:01.932995
- B/E: 61 / 63 , Gen_loss: -0.35476574 MI_loss: 21.617823 Detection error: 0.010790824890136719 time: 2:19:02.745102
- B/E: 62 / 63 , Gen_loss: -0.36016208 MI_loss: 21.715387 Detection error: 0.010795116424560547 time: 2:19:03.600773
- B/E: 63 / 63 , Gen_loss: -0.3507895 MI_loss: 21.332884 Detection error: 0.010791480541229248 time: 2:19:04.475900
- B/E: 64 / 63 , Gen_loss: -0.34562194 MI_loss: 21.041912 Detection error: 0.010785579681396484 time: 2:19:05.293555
- B/E: 65 / 63 , Gen_loss: -0.3551985 MI_loss: 21.49684 Detection error: 0.010780274868011475 time: 2:19:06.051311
- B/E: 66 / 63 , Gen_loss: -0.3633697 MI_loss: 21.939625 Detection error: 0.010773777961730957 time: 2:19:06.830767
- B/E: 67 / 63 , Gen_loss: -0.35439676 MI_loss: 21.437471 Detection error: 0.0107688307762146 time: 2:19:07.584161
- B/E: 68 / 63 , Gen_loss: -0.35541093 MI_loss: 21.610659 Detection error: 0.010770857334136963 time: 2:19:08.423717
- B/E: 69 / 63 , Gen_loss: -0.33886224 MI_loss: 20.403322 Detection error: 0.01078122854232788 time: 2:19:09.180348
- B/E: 70 / 63 , Gen_loss: -0.36200768 MI_loss: 21.97406 Detection error: 0.010773777961730957 time: 2:19:09.936288
- B/E: 71 / 63 , Gen_loss: -0.3341171 MI_loss: 20.31366 Detection error: 0.01078730821609497 time: 2:19:10.687678
- B/E: 72 / 63 , Gen_loss: -0.35118937 MI_loss: 21.433033 Detection error: 0.01078808307647705 time: 2:19:11.456597
- B/E: 73 / 63 , Gen_loss: -0.3622962 MI_loss: 21.995205 Detection error: 0.010780394077301025 time: 2:19:12.207998
- B/E: 74 / 63 , Gen_loss: -0.35165182 MI_loss: 21.595238 Detection error: 0.010779976844787598 time: 2:19:13.030895
- B/E: 75 / 63 , Gen_loss: -0.34405553 MI_loss: 20.95101 Detection error: 0.010771393775939941 time: 2:19:13.890905
- B/E: 76 / 63 , Gen_loss: -0.34846938 MI_loss: 21.091837 Detection error: 0.010776400566101074 time: 2:19:14.748993
- B/E: 77 / 63 , Gen_loss: -0.34702823 MI_loss: 20.983381 Detection error: 0.010769248008728027 time: 2:19:15.605792
- B/E: 78 / 63 , Gen_loss: -0.35446316 MI_loss: 21.5556 Detection error: 0.010762631893157959 time: 2:19:16.485684
- B/E: 79 / 63 , Gen_loss: -0.35386595 MI_loss: 21.580128 Detection error: 0.010778486728668213 time: 2:19:17.346799
- B/E: 80 / 63 , Gen_loss: -0.34730467 MI_loss: 21.030443 Detection error: 0.010784745216369629 time: 2:19:18.204198
- B/E: 81 / 63 , Gen_loss: -0.3395732 MI_loss: 20.572779 Detection error: 0.010777413845062256 time: 2:19:19.060643
- B/E: 82 / 63 , Gen_loss: -0.3533682 MI_loss: 21.52615 Detection error: 0.010774075984954834 time: 2:19:19.935232
- B/E: 83 / 63 , Gen_loss: -0.3446572 MI_loss: 21.076244 Detection error: 0.010774195194244385 time: 2:19:20.797936
- B/E: 84 / 63 , Gen_loss: -0.3370828 MI_loss: 20.489388 Detection error: 0.010770201683044434 time: 2:19:21.753007
- B/E: 85 / 63 , Gen_loss: -0.35557744 MI_loss: 21.452032 Detection error: 0.010753989219665527 time: 2:19:22.610932
- B/E: 86 / 63 , Gen_loss: -0.34878957 MI_loss: 21.150782 Detection error: 0.010755717754364014 time: 2:19:23.468072
- B/E: 87 / 63 , Gen_loss: -0.34773362 MI_loss: 21.009256 Detection error: 0.010743975639343262 time: 2:19:24.328831
- B/E: 88 / 63 , Gen_loss: -0.34939352 MI_loss: 21.141571 Detection error: 0.010731756687164307 time: 2:19:25.185112
- B/E: 89 / 63 , Gen_loss: -0.3483245 MI_loss: 21.179996 Detection error: 0.010744452476501465 time: 2:19:26.042280
- B/E: 90 / 63 , Gen_loss: -0.3655156 MI_loss: 22.127758 Detection error: 0.010732114315032959 time: 2:19:26.906694
- B/E: 91 / 63 , Gen_loss: -0.34036344 MI_loss: 20.678703 Detection error: 0.010737121105194092 time: 2:19:27.729485
- B/E: 92 / 63 , Gen_loss: -0.33460552 MI_loss: 20.257177 Detection error: 0.010732531547546387 time: 2:19:28.479237
- B/E: 93 / 63 , Gen_loss: -0.35242712 MI_loss: 21.337208 Detection error: 0.010734021663665771 time: 2:19:29.230974
- B/E: 94 / 63 , Gen_loss: -0.3502377 MI_loss: 21.328028 Detection error: 0.010749340057373047 time: 2:19:29.993279
- B/E: 95 / 63 , Gen_loss: -0.3552732 MI_loss: 21.640373 Detection error: 0.010754227638244629 time: 2:19:30.745789
- B/E: 96 / 63 , Gen_loss: -0.3454763 MI_loss: 20.884426 Detection error: 0.010750293731689453 time: 2:19:31.540011
- B/E: 97 / 63 , Gen_loss: -0.35247788 MI_loss: 21.389627 Detection error: 0.010740458965301514 time: 2:19:32.396436
- B/E: 98 / 63 , Gen_loss: -0.3541025 MI_loss: 21.399212 Detection error: 0.010731041431427002 time: 2:19:33.254185
- B/E: 99 / 63 , Gen_loss: -0.36080328 MI_loss: 21.654308 Detection error: 0.010724365711212158 time: 2:19:34.110315
- B/E: 100 / 63 , Gen_loss: -0.3522452 MI_loss: 21.340427 Detection error: 0.010735750198364258 time: 2:19:35.071390
- B/E: 101 / 63 , Gen_loss: -0.3493536 MI_loss: 21.177015 Detection error: 0.010737121105194092 time: 2:19:35.936512
- B/E: 102 / 63 , Gen_loss: -0.34775954 MI_loss: 21.048985 Detection error: 0.010736942291259766 time: 2:19:36.722923
- B/E: 103 / 63 , Gen_loss: -0.3481962 MI_loss: 21.196022 Detection error: 0.010735571384429932 time: 2:19:37.471962
- B/E: 104 / 63 , Gen_loss: -0.34533653 MI_loss: 20.904932 Detection error: 0.01074284315109253 time: 2:19:38.237821
- B/E: 105 / 63 , Gen_loss: -0.34743434 MI_loss: 21.090624 Detection error: 0.010738492012023926 time: 2:19:39.071595
- B/E: 106 / 63 , Gen_loss: -0.34993634 MI_loss: 21.209871 Detection error: 0.010742425918579102 time: 2:19:39.930209
- B/E: 107 / 63 , Gen_loss: -0.34020042 MI_loss: 20.648615 Detection error: 0.010751128196716309 time: 2:19:40.795024
- B/E: 108 / 63 , Gen_loss: -0.351736 MI_loss: 21.343636 Detection error: 0.010752856731414795 time: 2:19:41.654309
- B/E: 109 / 63 , Gen_loss: -0.35719025 MI_loss: 21.605537 Detection error: 0.010748565196990967 time: 2:19:42.517040
- B/E: 110 / 63 , Gen_loss: -0.34017575 MI_loss: 20.572407 Detection error: 0.010740995407104492 time: 2:19:43.379130
- B/E: 111 / 63 , Gen_loss: -0.357948 MI_loss: 21.788902 Detection error: 0.010736346244812012 time: 2:19:44.238753
- B/E: 112 / 63 , Gen_loss: -0.35300425 MI_loss: 21.3515 Detection error: 0.010731995105743408 time: 2:19:45.097922
- B/E: 113 / 63 , Gen_loss: -0.34883165 MI_loss: 21.298964 Detection error: 0.01073986291885376 time: 2:19:45.952732
- B/E: 114 / 63 , Gen_loss: -0.35205957 MI_loss: 21.459236 Detection error: 0.010748624801635742 time: 2:19:46.827040
- B/E: 115 / 63 , Gen_loss: -0.35025516 MI_loss: 21.266628 Detection error: 0.01074594259262085 time: 2:19:47.684559
- B/E: 116 / 63 , Gen_loss: -0.3507779 MI_loss: 21.376312 Detection error: 0.01074439287185669 time: 2:19:48.630070
- B/E: 117 / 63 , Gen_loss: -0.33760372 MI_loss: 20.555336 Detection error: 0.01074761152267456 time: 2:19:49.487892
- B/E: 118 / 63 , Gen_loss: -0.3488904 MI_loss: 20.966515 Detection error: 0.01073610782623291 time: 2:19:50.377058
- B/E: 119 / 63 , Gen_loss: -0.34745967 MI_loss: 21.226479 Detection error: 0.01073986291885376 time: 2:19:51.236650
- B/E: 120 / 63 , Gen_loss: -0.3408917 MI_loss: 20.71409 Detection error: 0.010737836360931396 time: 2:19:52.102184
- B/E: 121 / 63 , Gen_loss: -0.34557796 MI_loss: 21.13967 Detection error: 0.010741829872131348 time: 2:19:52.961222
- B/E: 122 / 63 , Gen_loss: -0.35860494 MI_loss: 21.673233 Detection error: 0.010740876197814941 time: 2:19:53.842699
- B/E: 123 / 63 , Gen_loss: -0.3528452 MI_loss: 21.443298 Detection error: 0.010734856128692627 time: 2:19:54.703489
- B/E: 124 / 63 , Gen_loss: -0.35003445 MI_loss: 21.343674 Detection error: 0.010733246803283691 time: 2:19:55.566428
- B/E: 125 / 63 , Gen_loss: -0.34592155 MI_loss: 20.956614 Detection error: 0.010737121105194092 time: 2:19:56.426006
- B/E: 126 / 63 , Gen_loss: -0.3396909 MI_loss: 20.700153 Detection error: 0.01074826717376709 time: 2:19:57.285835
- B/E: 127 / 63 , Gen_loss: -0.35755306 MI_loss: 21.829556 Detection error: 0.010749280452728271 time: 2:19:58.150523
- B/E: 128 / 63 , Gen_loss: -0.36083212 MI_loss: 21.907696 Detection error: 0.010751724243164062 time: 2:19:59.008865
- B/E: 129 / 63 , Gen_loss: -0.357876 MI_loss: 21.826382 Detection error: 0.01075601577758789 time: 2:19:59.868640
- B/E: 130 / 63 , Gen_loss: -0.3549888 MI_loss: 21.449814 Detection error: 0.01076430082321167 time: 2:20:00.728830
- B/E: 131 / 63 , Gen_loss: -0.349304 MI_loss: 21.029406 Detection error: 0.010768711566925049 time: 2:20:01.587829
- B/E: 132 / 63 , Gen_loss: -0.3518873 MI_loss: 21.422174 Detection error: 0.010763406753540039 time: 2:20:02.544281
- B/E: 133 / 63 , Gen_loss: -0.34620613 MI_loss: 21.024025 Detection error: 0.010772407054901123 time: 2:20:03.402939
- B/E: 134 / 63 , Gen_loss: -0.3527936 MI_loss: 21.532059 Detection error: 0.01077800989151001 time: 2:20:04.263554
- B/E: 135 / 63 , Gen_loss: -0.3581483 MI_loss: 21.772243 Detection error: 0.010775268077850342 time: 2:20:05.126077
- B/E: 136 / 63 , Gen_loss: -0.34883603 MI_loss: 21.208923 Detection error: 0.01078033447265625 time: 2:20:05.988844
- B/E: 137 / 63 , Gen_loss: -0.35093132 MI_loss: 21.247623 Detection error: 0.010777175426483154 time: 2:20:06.849871
- B/E: 138 / 63 , Gen_loss: -0.35388258 MI_loss: 21.55898 Detection error: 0.010783731937408447 time: 2:20:07.710698
- B/E: 139 / 63 , Gen_loss: -0.35446486 MI_loss: 21.44397 Detection error: 0.01079261302947998 time: 2:20:08.591817
- B/E: 140 / 63 , Gen_loss: -0.34549534 MI_loss: 20.962093 Detection error: 0.010787248611450195 time: 2:20:09.449850
- B/E: 141 / 63 , Gen_loss: -0.35307273 MI_loss: 21.458277 Detection error: 0.010788977146148682 time: 2:20:10.306317
- B/E: 142 / 63 , Gen_loss: -0.34836924 MI_loss: 21.207203 Detection error: 0.0107840895652771 time: 2:20:11.164246
- B/E: 143 / 63 , Gen_loss: -0.35075164 MI_loss: 21.272419 Detection error: 0.010779738426208496 time: 2:20:12.024878
- B/E: 144 / 63 , Gen_loss: -0.35142896 MI_loss: 21.364399 Detection error: 0.010789871215820312 time: 2:20:12.884985
- B/E: 145 / 63 , Gen_loss: -0.33476654 MI_loss: 20.325571 Detection error: 0.010795176029205322 time: 2:20:13.742816
- B/E: 146 / 63 , Gen_loss: -0.34633622 MI_loss: 20.676779 Detection error: 0.010790586471557617 time: 2:20:14.600881
- B/E: 147 / 63 , Gen_loss: -0.3537185 MI_loss: 21.430723 Detection error: 0.010798990726470947 time: 2:20:15.455804
- B/E: 148 / 63 , Gen_loss: -0.3572466 MI_loss: 21.700565 Detection error: 0.010798215866088867 time: 2:20:16.404046
- B/E: 149 / 63 , Gen_loss: -0.3477396 MI_loss: 21.034452 Detection error: 0.010805189609527588 time: 2:20:17.263853
-
- Test Loss: 11.382536 Test Error: 0.011158347129821777
- -----
- EPOCH: 64
- B/E: 0 / 64 , Gen_loss: -0.3482663 MI_loss: 21.213655 Detection error: 0.01171875 time: 2:20:19.245803
- B/E: 1 / 64 , Gen_loss: -0.3271937 MI_loss: 19.957338 Detection error: 0.012187480926513672 time: 2:20:27.890803
- B/E: 2 / 64 , Gen_loss: -0.33996576 MI_loss: 20.517672 Detection error: 0.011541664600372314 time: 2:20:28.777917
- B/E: 3 / 64 , Gen_loss: -0.3372758 MI_loss: 20.534971 Detection error: 0.01162499189376831 time: 2:20:29.668129
- B/E: 4 / 64 , Gen_loss: -0.356067 MI_loss: 21.707232 Detection error: 0.011468768119812012 time: 2:20:30.537163
- B/E: 5 / 64 , Gen_loss: -0.35560107 MI_loss: 21.709515 Detection error: 0.011312484741210938 time: 2:20:31.398207
- B/E: 6 / 64 , Gen_loss: -0.35478616 MI_loss: 21.539246 Detection error: 0.011388421058654785 time: 2:20:32.257774
- B/E: 7 / 64 , Gen_loss: -0.34372282 MI_loss: 20.951443 Detection error: 0.011375010013580322 time: 2:20:33.116456
- B/E: 8 / 64 , Gen_loss: -0.3510751 MI_loss: 21.311926 Detection error: 0.011187493801116943 time: 2:20:33.909174
- B/E: 9 / 64 , Gen_loss: -0.33723956 MI_loss: 20.556524 Detection error: 0.011165618896484375 time: 2:20:34.660010
- B/E: 10 / 64 , Gen_loss: -0.3508541 MI_loss: 21.26511 Detection error: 0.0111619234085083 time: 2:20:35.510003
- B/E: 11 / 64 , Gen_loss: -0.35335976 MI_loss: 21.410353 Detection error: 0.011179685592651367 time: 2:20:36.264544
- B/E: 12 / 64 , Gen_loss: -0.34349352 MI_loss: 20.887693 Detection error: 0.011168241500854492 time: 2:20:37.141002
- B/E: 13 / 64 , Gen_loss: -0.3536963 MI_loss: 21.398165 Detection error: 0.011178553104400635 time: 2:20:37.999973
- B/E: 14 / 64 , Gen_loss: -0.3510729 MI_loss: 21.30297 Detection error: 0.0111541748046875 time: 2:20:38.858637
- B/E: 15 / 64 , Gen_loss: -0.3581743 MI_loss: 21.726372 Detection error: 0.01113671064376831 time: 2:20:39.715582
- B/E: 16 / 64 , Gen_loss: -0.34401992 MI_loss: 20.869167 Detection error: 0.01108086109161377 time: 2:20:40.573107
- B/E: 17 / 64 , Gen_loss: -0.35643396 MI_loss: 21.534649 Detection error: 0.011043429374694824 time: 2:20:41.435834
- B/E: 18 / 64 , Gen_loss: -0.3499664 MI_loss: 21.188515 Detection error: 0.010996699333190918 time: 2:20:42.295305
- B/E: 19 / 64 , Gen_loss: -0.34150782 MI_loss: 20.906294 Detection error: 0.010942161083221436 time: 2:20:43.153266
- B/E: 20 / 64 , Gen_loss: -0.3504295 MI_loss: 21.189388 Detection error: 0.010964274406433105 time: 2:20:44.012930
- B/E: 21 / 64 , Gen_loss: -0.3486595 MI_loss: 21.100193 Detection error: 0.01095736026763916 time: 2:20:44.873442
- B/E: 22 / 64 , Gen_loss: -0.3467275 MI_loss: 20.902071 Detection error: 0.01091301441192627 time: 2:20:45.732185
- B/E: 23 / 64 , Gen_loss: -0.35128987 MI_loss: 21.417444 Detection error: 0.010923206806182861 time: 2:20:46.588846
- B/E: 24 / 64 , Gen_loss: -0.34940714 MI_loss: 21.16221 Detection error: 0.010908722877502441 time: 2:20:47.448066
- B/E: 25 / 64 , Gen_loss: -0.3398532 MI_loss: 20.616026 Detection error: 0.010908663272857666 time: 2:20:48.341850
- B/E: 26 / 64 , Gen_loss: -0.34634063 MI_loss: 21.203705 Detection error: 0.010955989360809326 time: 2:20:49.093993
- B/E: 27 / 64 , Gen_loss: -0.3578991 MI_loss: 21.875126 Detection error: 0.010938644409179688 time: 2:20:49.944953
- B/E: 28 / 64 , Gen_loss: -0.3598243 MI_loss: 21.904255 Detection error: 0.010955810546875 time: 2:20:50.794978
- B/E: 29 / 64 , Gen_loss: -0.3484307 MI_loss: 21.118742 Detection error: 0.01093226671218872 time: 2:20:51.546386
- B/E: 30 / 64 , Gen_loss: -0.34620947 MI_loss: 21.02475 Detection error: 0.010894179344177246 time: 2:20:52.395260
- B/E: 31 / 64 , Gen_loss: -0.3516935 MI_loss: 21.293837 Detection error: 0.010867178440093994 time: 2:20:53.252261
- B/E: 32 / 64 , Gen_loss: -0.3507598 MI_loss: 21.325779 Detection error: 0.01086646318435669 time: 2:20:54.110940
- B/E: 33 / 64 , Gen_loss: -0.3511401 MI_loss: 21.241432 Detection error: 0.01083916425704956 time: 2:20:54.966758
- B/E: 34 / 64 , Gen_loss: -0.35129887 MI_loss: 21.444231 Detection error: 0.010819613933563232 time: 2:20:55.835152
- B/E: 35 / 64 , Gen_loss: -0.35492435 MI_loss: 21.433548 Detection error: 0.01082468032836914 time: 2:20:56.631162
- B/E: 36 / 64 , Gen_loss: -0.35609487 MI_loss: 21.609161 Detection error: 0.010827720165252686 time: 2:20:57.504907
- B/E: 37 / 64 , Gen_loss: -0.36501452 MI_loss: 21.981636 Detection error: 0.010810017585754395 time: 2:20:58.361436
- B/E: 38 / 64 , Gen_loss: -0.3566728 MI_loss: 21.641443 Detection error: 0.010816514492034912 time: 2:20:59.220411
- B/E: 39 / 64 , Gen_loss: -0.35043696 MI_loss: 21.184221 Detection error: 0.01080310344696045 time: 2:21:00.107639
- B/E: 40 / 64 , Gen_loss: -0.35375974 MI_loss: 21.44031 Detection error: 0.010806381702423096 time: 2:21:00.967907
- B/E: 41 / 64 , Gen_loss: -0.34448636 MI_loss: 20.748709 Detection error: 0.010798335075378418 time: 2:21:01.913616
- B/E: 42 / 64 , Gen_loss: -0.35414767 MI_loss: 21.477736 Detection error: 0.010797977447509766 time: 2:21:02.773114
- B/E: 43 / 64 , Gen_loss: -0.35975853 MI_loss: 21.71734 Detection error: 0.010776996612548828 time: 2:21:03.654001
- B/E: 44 / 64 , Gen_loss: -0.34481683 MI_loss: 21.031105 Detection error: 0.010784029960632324 time: 2:21:04.485946
- B/E: 45 / 64 , Gen_loss: -0.34786573 MI_loss: 21.131765 Detection error: 0.010806381702423096 time: 2:21:05.325348
- B/E: 46 / 64 , Gen_loss: -0.3441227 MI_loss: 20.97127 Detection error: 0.010806500911712646 time: 2:21:06.207108
- B/E: 47 / 64 , Gen_loss: -0.3557721 MI_loss: 21.644718 Detection error: 0.010796904563903809 time: 2:21:07.069411
- B/E: 48 / 64 , Gen_loss: -0.34495166 MI_loss: 20.842094 Detection error: 0.010794639587402344 time: 2:21:07.926377
- B/E: 49 / 64 , Gen_loss: -0.33845016 MI_loss: 20.667324 Detection error: 0.010815024375915527 time: 2:21:08.785340
- B/E: 50 / 64 , Gen_loss: -0.34291607 MI_loss: 20.77479 Detection error: 0.010821104049682617 time: 2:21:09.641342
- B/E: 51 / 64 , Gen_loss: -0.35680076 MI_loss: 21.748875 Detection error: 0.010826349258422852 time: 2:21:10.499558
- B/E: 52 / 64 , Gen_loss: -0.3408361 MI_loss: 20.7396 Detection error: 0.010817229747772217 time: 2:21:11.361206
- B/E: 53 / 64 , Gen_loss: -0.34695947 MI_loss: 20.973282 Detection error: 0.010818302631378174 time: 2:21:12.141878
- B/E: 54 / 64 , Gen_loss: -0.34667277 MI_loss: 21.116623 Detection error: 0.010810256004333496 time: 2:21:12.899562
- B/E: 55 / 64 , Gen_loss: -0.35056418 MI_loss: 21.356403 Detection error: 0.010797441005706787 time: 2:21:13.649817
- B/E: 56 / 64 , Gen_loss: -0.3486979 MI_loss: 21.053474 Detection error: 0.010780155658721924 time: 2:21:14.424177
- B/E: 57 / 64 , Gen_loss: -0.3545531 MI_loss: 21.532253 Detection error: 0.01077049970626831 time: 2:21:15.274226
- B/E: 58 / 64 , Gen_loss: -0.3511542 MI_loss: 21.37832 Detection error: 0.010763764381408691 time: 2:21:16.026217
- B/E: 59 / 64 , Gen_loss: -0.35334948 MI_loss: 21.525364 Detection error: 0.01079481840133667 time: 2:21:16.871341
- B/E: 60 / 64 , Gen_loss: -0.35488707 MI_loss: 21.492676 Detection error: 0.010788440704345703 time: 2:21:17.730069
- B/E: 61 / 64 , Gen_loss: -0.34093368 MI_loss: 20.667553 Detection error: 0.01077723503112793 time: 2:21:18.591495
- B/E: 62 / 64 , Gen_loss: -0.3526543 MI_loss: 21.43995 Detection error: 0.010792136192321777 time: 2:21:19.449275
- B/E: 63 / 64 , Gen_loss: -0.35815224 MI_loss: 21.820675 Detection error: 0.010795891284942627 time: 2:21:20.307941
- B/E: 64 / 64 , Gen_loss: -0.34222335 MI_loss: 20.700779 Detection error: 0.010791361331939697 time: 2:21:21.195858
- B/E: 65 / 64 , Gen_loss: -0.3470728 MI_loss: 21.13996 Detection error: 0.010785996913909912 time: 2:21:22.059678
- B/E: 66 / 64 , Gen_loss: -0.35602823 MI_loss: 21.4566 Detection error: 0.010785937309265137 time: 2:21:22.916961
- B/E: 67 / 64 , Gen_loss: -0.34714526 MI_loss: 20.931314 Detection error: 0.010774374008178711 time: 2:21:23.773617
- B/E: 68 / 64 , Gen_loss: -0.35158303 MI_loss: 21.425972 Detection error: 0.010773122310638428 time: 2:21:24.631799
- B/E: 69 / 64 , Gen_loss: -0.34687203 MI_loss: 21.076132 Detection error: 0.01077944040298462 time: 2:21:25.492815
- B/E: 70 / 64 , Gen_loss: -0.3466485 MI_loss: 21.007433 Detection error: 0.010786116123199463 time: 2:21:26.349884
- B/E: 71 / 64 , Gen_loss: -0.3414705 MI_loss: 20.606333 Detection error: 0.01078951358795166 time: 2:21:27.132590
- B/E: 72 / 64 , Gen_loss: -0.35941252 MI_loss: 21.73163 Detection error: 0.01078808307647705 time: 2:21:27.883045
- B/E: 73 / 64 , Gen_loss: -0.3489856 MI_loss: 21.185877 Detection error: 0.010775327682495117 time: 2:21:28.805431
- B/E: 74 / 64 , Gen_loss: -0.35598418 MI_loss: 21.716 Detection error: 0.010777890682220459 time: 2:21:29.679466
- B/E: 75 / 64 , Gen_loss: -0.34114414 MI_loss: 20.6625 Detection error: 0.01077181100845337 time: 2:21:30.536205
- B/E: 76 / 64 , Gen_loss: -0.34825712 MI_loss: 21.220322 Detection error: 0.010768234729766846 time: 2:21:31.393213
- B/E: 77 / 64 , Gen_loss: -0.34854618 MI_loss: 21.028593 Detection error: 0.010766446590423584 time: 2:21:32.250895
- B/E: 78 / 64 , Gen_loss: -0.35537052 MI_loss: 21.496237 Detection error: 0.010753929615020752 time: 2:21:33.137021
- B/E: 79 / 64 , Gen_loss: -0.35023347 MI_loss: 21.342342 Detection error: 0.01077580451965332 time: 2:21:33.995490
- B/E: 80 / 64 , Gen_loss: -0.35254255 MI_loss: 21.427351 Detection error: 0.010777413845062256 time: 2:21:34.854590
- B/E: 81 / 64 , Gen_loss: -0.35429847 MI_loss: 21.449118 Detection error: 0.010772109031677246 time: 2:21:35.715774
- B/E: 82 / 64 , Gen_loss: -0.34942928 MI_loss: 21.186323 Detection error: 0.01076430082321167 time: 2:21:36.596132
- B/E: 83 / 64 , Gen_loss: -0.35016358 MI_loss: 21.21278 Detection error: 0.010768592357635498 time: 2:21:37.454260
- B/E: 84 / 64 , Gen_loss: -0.34186253 MI_loss: 20.719648 Detection error: 0.010766148567199707 time: 2:21:38.322289
- B/E: 85 / 64 , Gen_loss: -0.34709302 MI_loss: 20.954174 Detection error: 0.010742366313934326 time: 2:21:39.181421
- B/E: 86 / 64 , Gen_loss: -0.3563004 MI_loss: 21.675734 Detection error: 0.010748565196990967 time: 2:21:40.041283
- B/E: 87 / 64 , Gen_loss: -0.35153785 MI_loss: 21.214428 Detection error: 0.010731518268585205 time: 2:21:40.904539
- B/E: 88 / 64 , Gen_loss: -0.35188285 MI_loss: 21.274689 Detection error: 0.010722637176513672 time: 2:21:41.766592
- B/E: 89 / 64 , Gen_loss: -0.3504431 MI_loss: 21.333738 Detection error: 0.010737180709838867 time: 2:21:42.726157
- B/E: 90 / 64 , Gen_loss: -0.35746986 MI_loss: 21.750523 Detection error: 0.010734200477600098 time: 2:21:43.589834
- B/E: 91 / 64 , Gen_loss: -0.35173604 MI_loss: 21.444221 Detection error: 0.010739147663116455 time: 2:21:44.452002
- B/E: 92 / 64 , Gen_loss: -0.3478975 MI_loss: 21.042305 Detection error: 0.010723769664764404 time: 2:21:45.309236
- B/E: 93 / 64 , Gen_loss: -0.35290745 MI_loss: 21.39916 Detection error: 0.010722100734710693 time: 2:21:46.165817
- B/E: 94 / 64 , Gen_loss: -0.34352773 MI_loss: 20.964909 Detection error: 0.010736167430877686 time: 2:21:47.022723
- B/E: 95 / 64 , Gen_loss: -0.36092657 MI_loss: 21.911783 Detection error: 0.01074671745300293 time: 2:21:47.883388
- B/E: 96 / 64 , Gen_loss: -0.35867828 MI_loss: 21.794065 Detection error: 0.01074451208114624 time: 2:21:48.739672
- B/E: 97 / 64 , Gen_loss: -0.34875673 MI_loss: 21.084986 Detection error: 0.010731816291809082 time: 2:21:49.599399
- B/E: 98 / 64 , Gen_loss: -0.3529335 MI_loss: 21.277306 Detection error: 0.010725080966949463 time: 2:21:50.457528
- B/E: 99 / 64 , Gen_loss: -0.36132938 MI_loss: 21.720606 Detection error: 0.010720908641815186 time: 2:21:51.318566
- B/E: 100 / 64 , Gen_loss: -0.34626088 MI_loss: 21.010778 Detection error: 0.010723412036895752 time: 2:21:52.181019
- B/E: 101 / 64 , Gen_loss: -0.3595103 MI_loss: 21.859844 Detection error: 0.010727345943450928 time: 2:21:53.041464
- B/E: 102 / 64 , Gen_loss: -0.3523451 MI_loss: 21.283506 Detection error: 0.010730862617492676 time: 2:21:53.899923
- B/E: 103 / 64 , Gen_loss: -0.35325032 MI_loss: 21.505291 Detection error: 0.010728061199188232 time: 2:21:54.759555
- B/E: 104 / 64 , Gen_loss: -0.34501624 MI_loss: 20.905575 Detection error: 0.01073688268661499 time: 2:21:55.622426
- B/E: 105 / 64 , Gen_loss: -0.34505633 MI_loss: 20.920664 Detection error: 0.010729670524597168 time: 2:21:56.567091
- B/E: 106 / 64 , Gen_loss: -0.34336904 MI_loss: 20.863493 Detection error: 0.010737419128417969 time: 2:21:57.423699
- B/E: 107 / 64 , Gen_loss: -0.34916973 MI_loss: 21.05257 Detection error: 0.01074451208114624 time: 2:21:58.283770
- B/E: 108 / 64 , Gen_loss: -0.3497605 MI_loss: 21.334013 Detection error: 0.010747432708740234 time: 2:21:59.145558
- B/E: 109 / 64 , Gen_loss: -0.35216275 MI_loss: 21.33334 Detection error: 0.010740041732788086 time: 2:22:00.003476
- B/E: 110 / 64 , Gen_loss: -0.3496673 MI_loss: 20.991875 Detection error: 0.010731399059295654 time: 2:22:00.860185
- B/E: 111 / 64 , Gen_loss: -0.34704733 MI_loss: 21.12081 Detection error: 0.010729610919952393 time: 2:22:01.717848
- B/E: 112 / 64 , Gen_loss: -0.3535543 MI_loss: 21.3668 Detection error: 0.010728955268859863 time: 2:22:02.586621
- B/E: 113 / 64 , Gen_loss: -0.35248753 MI_loss: 21.48384 Detection error: 0.010729730129241943 time: 2:22:03.445758
- B/E: 114 / 64 , Gen_loss: -0.34922877 MI_loss: 21.144985 Detection error: 0.010735571384429932 time: 2:22:04.305954
- B/E: 115 / 64 , Gen_loss: -0.36482725 MI_loss: 21.959036 Detection error: 0.010732471942901611 time: 2:22:05.163760
- B/E: 116 / 64 , Gen_loss: -0.3437823 MI_loss: 20.845154 Detection error: 0.010732889175415039 time: 2:22:06.057961
- B/E: 117 / 64 , Gen_loss: -0.33991152 MI_loss: 20.668825 Detection error: 0.010731697082519531 time: 2:22:06.855470
- B/E: 118 / 64 , Gen_loss: -0.34774935 MI_loss: 21.035355 Detection error: 0.01072084903717041 time: 2:22:07.607540
- B/E: 119 / 64 , Gen_loss: -0.34332862 MI_loss: 20.821379 Detection error: 0.01071929931640625 time: 2:22:08.357982
- B/E: 120 / 64 , Gen_loss: -0.3628922 MI_loss: 22.059887 Detection error: 0.010713338851928711 time: 2:22:09.107117
- B/E: 121 / 64 , Gen_loss: -0.35761398 MI_loss: 21.813398 Detection error: 0.010721027851104736 time: 2:22:09.962856
- B/E: 122 / 64 , Gen_loss: -0.35374916 MI_loss: 21.335527 Detection error: 0.010721027851104736 time: 2:22:10.715486
- B/E: 123 / 64 , Gen_loss: -0.346295 MI_loss: 20.964314 Detection error: 0.010712683200836182 time: 2:22:11.466607
- B/E: 124 / 64 , Gen_loss: -0.34505686 MI_loss: 21.107876 Detection error: 0.010716497898101807 time: 2:22:12.215136
- B/E: 125 / 64 , Gen_loss: -0.35054967 MI_loss: 21.18444 Detection error: 0.010720014572143555 time: 2:22:13.046192
- B/E: 126 / 64 , Gen_loss: -0.35211584 MI_loss: 21.45013 Detection error: 0.010724663734436035 time: 2:22:13.924976
- B/E: 127 / 64 , Gen_loss: -0.34894988 MI_loss: 21.313396 Detection error: 0.010722160339355469 time: 2:22:14.781215
- B/E: 128 / 64 , Gen_loss: -0.35207376 MI_loss: 21.364073 Detection error: 0.010733544826507568 time: 2:22:15.636979
- B/E: 129 / 64 , Gen_loss: -0.3497697 MI_loss: 21.136858 Detection error: 0.010737240314483643 time: 2:22:16.495875
- B/E: 130 / 64 , Gen_loss: -0.34388715 MI_loss: 20.922363 Detection error: 0.010749757289886475 time: 2:22:17.354116
- B/E: 131 / 64 , Gen_loss: -0.349589 MI_loss: 21.235415 Detection error: 0.010753810405731201 time: 2:22:18.214291
- B/E: 132 / 64 , Gen_loss: -0.35158637 MI_loss: 21.233501 Detection error: 0.010752320289611816 time: 2:22:19.071667
- B/E: 133 / 64 , Gen_loss: -0.3538004 MI_loss: 21.483078 Detection error: 0.010757923126220703 time: 2:22:19.931437
- B/E: 134 / 64 , Gen_loss: -0.35243434 MI_loss: 21.441473 Detection error: 0.010762512683868408 time: 2:22:20.752120
- B/E: 135 / 64 , Gen_loss: -0.35159197 MI_loss: 21.430136 Detection error: 0.010769069194793701 time: 2:22:21.510807
- B/E: 136 / 64 , Gen_loss: -0.35923278 MI_loss: 21.8611 Detection error: 0.010765492916107178 time: 2:22:22.299294
- B/E: 137 / 64 , Gen_loss: -0.35328168 MI_loss: 21.326656 Detection error: 0.010769009590148926 time: 2:22:23.253698
- B/E: 138 / 64 , Gen_loss: -0.35403576 MI_loss: 21.494732 Detection error: 0.010773181915283203 time: 2:22:24.111829
- B/E: 139 / 64 , Gen_loss: -0.3493224 MI_loss: 21.043182 Detection error: 0.01078122854232788 time: 2:22:24.971885
- B/E: 140 / 64 , Gen_loss: -0.35295072 MI_loss: 21.45969 Detection error: 0.010782778263092041 time: 2:22:25.831619
- B/E: 141 / 64 , Gen_loss: -0.35582945 MI_loss: 21.590157 Detection error: 0.010781705379486084 time: 2:22:26.690854
- B/E: 142 / 64 , Gen_loss: -0.3506044 MI_loss: 21.318962 Detection error: 0.010779082775115967 time: 2:22:27.549382
- B/E: 143 / 64 , Gen_loss: -0.35454747 MI_loss: 21.49527 Detection error: 0.010778665542602539 time: 2:22:28.413763
- B/E: 144 / 64 , Gen_loss: -0.35221997 MI_loss: 21.258837 Detection error: 0.010784268379211426 time: 2:22:29.275992
- B/E: 145 / 64 , Gen_loss: -0.34700605 MI_loss: 21.0372 Detection error: 0.010785937309265137 time: 2:22:30.057847
- B/E: 146 / 64 , Gen_loss: -0.3485113 MI_loss: 21.216547 Detection error: 0.010791242122650146 time: 2:22:30.809114
- B/E: 147 / 64 , Gen_loss: -0.35001445 MI_loss: 21.189157 Detection error: 0.01079094409942627 time: 2:22:31.559296
- B/E: 148 / 64 , Gen_loss: -0.34989658 MI_loss: 21.239763 Detection error: 0.010793209075927734 time: 2:22:32.313302
- B/E: 149 / 64 , Gen_loss: -0.34319404 MI_loss: 20.810682 Detection error: 0.010797083377838135 time: 2:22:33.064149
-
- Test Loss: 11.273401 Test Error: 0.011341691017150879
- -----
- EPOCH: 65
- B/E: 0 / 65 , Gen_loss: -0.34346482 MI_loss: 20.716564 Detection error: 0.012093722820281982 time: 2:22:35.015266
- B/E: 1 / 65 , Gen_loss: -0.3285513 MI_loss: 20.141258 Detection error: 0.012687504291534424 time: 2:22:43.703722
- B/E: 2 / 65 , Gen_loss: -0.33963883 MI_loss: 20.619474 Detection error: 0.0116041898727417 time: 2:22:44.588316
- B/E: 3 / 65 , Gen_loss: -0.34795904 MI_loss: 21.222075 Detection error: 0.01145315170288086 time: 2:22:45.340085
- B/E: 4 / 65 , Gen_loss: -0.3482999 MI_loss: 21.158928 Detection error: 0.011381268501281738 time: 2:22:46.090941
- B/E: 5 / 65 , Gen_loss: -0.3401785 MI_loss: 20.622063 Detection error: 0.011286437511444092 time: 2:22:46.847908
- B/E: 6 / 65 , Gen_loss: -0.33393407 MI_loss: 20.262474 Detection error: 0.011254489421844482 time: 2:22:47.602022
- B/E: 7 / 65 , Gen_loss: -0.3563478 MI_loss: 21.653706 Detection error: 0.011242210865020752 time: 2:22:48.352041
- B/E: 8 / 65 , Gen_loss: -0.34766293 MI_loss: 21.038626 Detection error: 0.011156260967254639 time: 2:22:49.104575
- B/E: 9 / 65 , Gen_loss: -0.34480292 MI_loss: 20.89822 Detection error: 0.011046886444091797 time: 2:22:49.855963
- B/E: 10 / 65 , Gen_loss: -0.34349337 MI_loss: 20.910444 Detection error: 0.011028409004211426 time: 2:22:50.714162
- B/E: 11 / 65 , Gen_loss: -0.3503809 MI_loss: 21.301792 Detection error: 0.011054694652557373 time: 2:22:51.570448
- B/E: 12 / 65 , Gen_loss: -0.3510722 MI_loss: 21.309784 Detection error: 0.0110817551612854 time: 2:22:52.427880
- B/E: 13 / 65 , Gen_loss: -0.34674373 MI_loss: 21.073736 Detection error: 0.011037945747375488 time: 2:22:53.284265
- B/E: 14 / 65 , Gen_loss: -0.3580844 MI_loss: 21.724745 Detection error: 0.011025011539459229 time: 2:22:54.148003
- B/E: 15 / 65 , Gen_loss: -0.34928265 MI_loss: 20.97574 Detection error: 0.010996103286743164 time: 2:22:55.004599
- B/E: 16 / 65 , Gen_loss: -0.34563765 MI_loss: 20.916143 Detection error: 0.01092463731765747 time: 2:22:55.781124
- B/E: 17 / 65 , Gen_loss: -0.35022646 MI_loss: 21.296188 Detection error: 0.010908007621765137 time: 2:22:56.528865
- B/E: 18 / 65 , Gen_loss: -0.3481816 MI_loss: 21.251 Detection error: 0.010832250118255615 time: 2:22:57.358098
- B/E: 19 / 65 , Gen_loss: -0.34341994 MI_loss: 21.01411 Detection error: 0.010868728160858154 time: 2:22:58.113678
- B/E: 20 / 65 , Gen_loss: -0.33998084 MI_loss: 20.542622 Detection error: 0.010860145092010498 time: 2:22:58.866373
- B/E: 21 / 65 , Gen_loss: -0.33755273 MI_loss: 20.313074 Detection error: 0.010872185230255127 time: 2:22:59.616957
- B/E: 22 / 65 , Gen_loss: -0.35797757 MI_loss: 21.732723 Detection error: 0.010854601860046387 time: 2:23:00.447854
- B/E: 23 / 65 , Gen_loss: -0.34275168 MI_loss: 20.65498 Detection error: 0.01083594560623169 time: 2:23:01.311221
- B/E: 24 / 65 , Gen_loss: -0.34539038 MI_loss: 20.92366 Detection error: 0.01083749532699585 time: 2:23:02.175162
- B/E: 25 / 65 , Gen_loss: -0.34238833 MI_loss: 20.745077 Detection error: 0.010823309421539307 time: 2:23:03.033072
- B/E: 26 / 65 , Gen_loss: -0.34712672 MI_loss: 21.25417 Detection error: 0.010884284973144531 time: 2:23:03.827601
- B/E: 27 / 65 , Gen_loss: -0.35795057 MI_loss: 21.729616 Detection error: 0.010880589485168457 time: 2:23:04.722873
- B/E: 28 / 65 , Gen_loss: -0.3505226 MI_loss: 21.178009 Detection error: 0.010869622230529785 time: 2:23:05.593579
- B/E: 29 / 65 , Gen_loss: -0.34352294 MI_loss: 20.66658 Detection error: 0.010884404182434082 time: 2:23:06.455844
- B/E: 30 / 65 , Gen_loss: -0.34822616 MI_loss: 21.143965 Detection error: 0.010844767093658447 time: 2:23:07.315711
- B/E: 31 / 65 , Gen_loss: -0.35218036 MI_loss: 21.243073 Detection error: 0.01082223653793335 time: 2:23:08.263222
- B/E: 32 / 65 , Gen_loss: -0.35348326 MI_loss: 21.529673 Detection error: 0.010822892189025879 time: 2:23:09.135939
- B/E: 33 / 65 , Gen_loss: -0.3424026 MI_loss: 20.87116 Detection error: 0.010803282260894775 time: 2:23:10.007624
- B/E: 34 / 65 , Gen_loss: -0.34918746 MI_loss: 21.150028 Detection error: 0.010792851448059082 time: 2:23:10.787025
- B/E: 35 / 65 , Gen_loss: -0.35487437 MI_loss: 21.514362 Detection error: 0.010777771472930908 time: 2:23:11.539058
- B/E: 36 / 65 , Gen_loss: -0.34783715 MI_loss: 21.0598 Detection error: 0.010776162147521973 time: 2:23:12.290773
- B/E: 37 / 65 , Gen_loss: -0.34636438 MI_loss: 20.987925 Detection error: 0.01076728105545044 time: 2:23:13.086182
- B/E: 38 / 65 , Gen_loss: -0.3369988 MI_loss: 20.503613 Detection error: 0.010778069496154785 time: 2:23:13.848923
- B/E: 39 / 65 , Gen_loss: -0.35705867 MI_loss: 21.606352 Detection error: 0.010757803916931152 time: 2:23:14.599036
- B/E: 40 / 65 , Gen_loss: -0.3537641 MI_loss: 21.517212 Detection error: 0.010747730731964111 time: 2:23:15.350801
- B/E: 41 / 65 , Gen_loss: -0.35966316 MI_loss: 21.91465 Detection error: 0.010744810104370117 time: 2:23:16.205954
- B/E: 42 / 65 , Gen_loss: -0.35247964 MI_loss: 21.290697 Detection error: 0.010738372802734375 time: 2:23:17.127293
- B/E: 43 / 65 , Gen_loss: -0.34914157 MI_loss: 21.047338 Detection error: 0.010728001594543457 time: 2:23:18.036918
- B/E: 44 / 65 , Gen_loss: -0.35269526 MI_loss: 21.539867 Detection error: 0.010742366313934326 time: 2:23:18.916544
- B/E: 45 / 65 , Gen_loss: -0.34342963 MI_loss: 20.749105 Detection error: 0.010750651359558105 time: 2:23:19.775092
- B/E: 46 / 65 , Gen_loss: -0.34770784 MI_loss: 21.087513 Detection error: 0.010753333568572998 time: 2:23:20.633106
- B/E: 47 / 65 , Gen_loss: -0.3533179 MI_loss: 21.40367 Detection error: 0.010738909244537354 time: 2:23:21.493902
- B/E: 48 / 65 , Gen_loss: -0.3525502 MI_loss: 21.364342 Detection error: 0.010768473148345947 time: 2:23:22.453633
- B/E: 49 / 65 , Gen_loss: -0.35125673 MI_loss: 21.362085 Detection error: 0.010779976844787598 time: 2:23:23.312423
- B/E: 50 / 65 , Gen_loss: -0.35555327 MI_loss: 21.68341 Detection error: 0.01078122854232788 time: 2:23:24.170372
- B/E: 51 / 65 , Gen_loss: -0.34481385 MI_loss: 21.045473 Detection error: 0.010786652565002441 time: 2:23:25.031235
- B/E: 52 / 65 , Gen_loss: -0.35323364 MI_loss: 21.350424 Detection error: 0.010781824588775635 time: 2:23:25.817869
- B/E: 53 / 65 , Gen_loss: -0.35433125 MI_loss: 21.545403 Detection error: 0.010783553123474121 time: 2:23:26.584759
- B/E: 54 / 65 , Gen_loss: -0.34591505 MI_loss: 20.991909 Detection error: 0.010773837566375732 time: 2:23:27.410922
- B/E: 55 / 65 , Gen_loss: -0.35132837 MI_loss: 21.311401 Detection error: 0.010761737823486328 time: 2:23:28.274608
- B/E: 56 / 65 , Gen_loss: -0.3477057 MI_loss: 21.071703 Detection error: 0.010750532150268555 time: 2:23:29.140649
- B/E: 57 / 65 , Gen_loss: -0.34533933 MI_loss: 20.926609 Detection error: 0.010740816593170166 time: 2:23:30.021581
- B/E: 58 / 65 , Gen_loss: -0.3501279 MI_loss: 21.179361 Detection error: 0.010730922222137451 time: 2:23:30.879780
- B/E: 59 / 65 , Gen_loss: -0.3458991 MI_loss: 21.217281 Detection error: 0.010746896266937256 time: 2:23:31.738876
- B/E: 60 / 65 , Gen_loss: -0.3548235 MI_loss: 21.636423 Detection error: 0.010741829872131348 time: 2:23:32.600102
- B/E: 61 / 65 , Gen_loss: -0.3441128 MI_loss: 20.94733 Detection error: 0.010739922523498535 time: 2:23:33.459454
- B/E: 62 / 65 , Gen_loss: -0.35957083 MI_loss: 21.883013 Detection error: 0.010748028755187988 time: 2:23:34.318615
- B/E: 63 / 65 , Gen_loss: -0.34661874 MI_loss: 21.184853 Detection error: 0.010745108127593994 time: 2:23:35.255990
- B/E: 64 / 65 , Gen_loss: -0.36654803 MI_loss: 22.25944 Detection error: 0.010736525058746338 time: 2:23:36.123961
- B/E: 65 / 65 , Gen_loss: -0.36007467 MI_loss: 21.808655 Detection error: 0.01073676347732544 time: 2:23:36.984227
- B/E: 66 / 65 , Gen_loss: -0.35513481 MI_loss: 21.611881 Detection error: 0.010731816291809082 time: 2:23:37.841760
- B/E: 67 / 65 , Gen_loss: -0.34920728 MI_loss: 21.219292 Detection error: 0.010725200176239014 time: 2:23:38.700468
- B/E: 68 / 65 , Gen_loss: -0.36006466 MI_loss: 21.698706 Detection error: 0.010720551013946533 time: 2:23:39.561669
- B/E: 69 / 65 , Gen_loss: -0.34838396 MI_loss: 21.144815 Detection error: 0.010727226734161377 time: 2:23:40.420887
- B/E: 70 / 65 , Gen_loss: -0.35942248 MI_loss: 21.77535 Detection error: 0.010727524757385254 time: 2:23:41.280359
- B/E: 71 / 65 , Gen_loss: -0.34529895 MI_loss: 20.975574 Detection error: 0.010730922222137451 time: 2:23:42.139408
- B/E: 72 / 65 , Gen_loss: -0.36186144 MI_loss: 21.851332 Detection error: 0.010725200176239014 time: 2:23:43.010259
- B/E: 73 / 65 , Gen_loss: -0.3538932 MI_loss: 21.57431 Detection error: 0.01072847843170166 time: 2:23:43.872046
- B/E: 74 / 65 , Gen_loss: -0.35396987 MI_loss: 21.484165 Detection error: 0.010719597339630127 time: 2:23:44.729278
- B/E: 75 / 65 , Gen_loss: -0.34353256 MI_loss: 20.93377 Detection error: 0.010716676712036133 time: 2:23:45.586833
- B/E: 76 / 65 , Gen_loss: -0.35640323 MI_loss: 21.72589 Detection error: 0.010721981525421143 time: 2:23:46.470707
- B/E: 77 / 65 , Gen_loss: -0.36009818 MI_loss: 21.705729 Detection error: 0.010717570781707764 time: 2:23:47.265331
- B/E: 78 / 65 , Gen_loss: -0.3517837 MI_loss: 21.197754 Detection error: 0.010709285736083984 time: 2:23:48.018018
- B/E: 79 / 65 , Gen_loss: -0.34713486 MI_loss: 21.160006 Detection error: 0.01072615385055542 time: 2:23:48.854259
- B/E: 80 / 65 , Gen_loss: -0.35899076 MI_loss: 21.811068 Detection error: 0.010738790035247803 time: 2:23:49.606612
- B/E: 81 / 65 , Gen_loss: -0.34789672 MI_loss: 21.099655 Detection error: 0.010731339454650879 time: 2:23:50.391790
- B/E: 82 / 65 , Gen_loss: -0.3368623 MI_loss: 20.253754 Detection error: 0.010717630386352539 time: 2:23:51.222378
- B/E: 83 / 65 , Gen_loss: -0.35215867 MI_loss: 21.253603 Detection error: 0.01072394847869873 time: 2:23:52.007786
- B/E: 84 / 65 , Gen_loss: -0.3469595 MI_loss: 21.132294 Detection error: 0.010717630386352539 time: 2:23:52.760344
- B/E: 85 / 65 , Gen_loss: -0.35370722 MI_loss: 21.363766 Detection error: 0.010695874691009521 time: 2:23:53.533972
- B/E: 86 / 65 , Gen_loss: -0.3539522 MI_loss: 21.333399 Detection error: 0.01070404052734375 time: 2:23:54.325861
- B/E: 87 / 65 , Gen_loss: -0.35264033 MI_loss: 21.483381 Detection error: 0.0106889009475708 time: 2:23:55.079027
- B/E: 88 / 65 , Gen_loss: -0.35794032 MI_loss: 21.76785 Detection error: 0.010677695274353027 time: 2:23:55.914575
- B/E: 89 / 65 , Gen_loss: -0.3570332 MI_loss: 21.781075 Detection error: 0.010684370994567871 time: 2:23:56.776355
- B/E: 90 / 65 , Gen_loss: -0.35010657 MI_loss: 21.28932 Detection error: 0.01068645715713501 time: 2:23:57.638071
- B/E: 91 / 65 , Gen_loss: -0.35287917 MI_loss: 21.446747 Detection error: 0.01069021224975586 time: 2:23:58.500888
- B/E: 92 / 65 , Gen_loss: -0.3472278 MI_loss: 20.981483 Detection error: 0.010679781436920166 time: 2:23:59.297511
- B/E: 93 / 65 , Gen_loss: -0.35317063 MI_loss: 21.390759 Detection error: 0.010682821273803711 time: 2:24:00.156715
- B/E: 94 / 65 , Gen_loss: -0.34865826 MI_loss: 21.397942 Detection error: 0.01069408655166626 time: 2:24:01.013078
- B/E: 95 / 65 , Gen_loss: -0.34120739 MI_loss: 20.67133 Detection error: 0.010698258876800537 time: 2:24:01.915030
- B/E: 96 / 65 , Gen_loss: -0.35878345 MI_loss: 21.84132 Detection error: 0.010698139667510986 time: 2:24:02.669298
- B/E: 97 / 65 , Gen_loss: -0.35317776 MI_loss: 21.506516 Detection error: 0.010692298412322998 time: 2:24:03.515619
- B/E: 98 / 65 , Gen_loss: -0.3485382 MI_loss: 21.02447 Detection error: 0.01067960262298584 time: 2:24:04.373204
- B/E: 99 / 65 , Gen_loss: -0.34682083 MI_loss: 20.930355 Detection error: 0.010676860809326172 time: 2:24:05.241563
- B/E: 100 / 65 , Gen_loss: -0.36007804 MI_loss: 21.877321 Detection error: 0.010684072971343994 time: 2:24:06.104562
- B/E: 101 / 65 , Gen_loss: -0.35148138 MI_loss: 21.486118 Detection error: 0.01068812608718872 time: 2:24:06.961580
- B/E: 102 / 65 , Gen_loss: -0.35290402 MI_loss: 21.381496 Detection error: 0.010687828063964844 time: 2:24:07.819598
- B/E: 103 / 65 , Gen_loss: -0.35703385 MI_loss: 21.59651 Detection error: 0.010691404342651367 time: 2:24:08.680469
- B/E: 104 / 65 , Gen_loss: -0.35666347 MI_loss: 21.659653 Detection error: 0.010694026947021484 time: 2:24:09.545017
- B/E: 105 / 65 , Gen_loss: -0.35473993 MI_loss: 21.472748 Detection error: 0.010680139064788818 time: 2:24:10.405140
- B/E: 106 / 65 , Gen_loss: -0.34712264 MI_loss: 21.155025 Detection error: 0.010694801807403564 time: 2:24:11.264955
- B/E: 107 / 65 , Gen_loss: -0.35425037 MI_loss: 21.578342 Detection error: 0.01069939136505127 time: 2:24:12.126561
- B/E: 108 / 65 , Gen_loss: -0.3433955 MI_loss: 20.851902 Detection error: 0.010701537132263184 time: 2:24:12.991866
- B/E: 109 / 65 , Gen_loss: -0.3480112 MI_loss: 21.096931 Detection error: 0.010697722434997559 time: 2:24:13.852854
- B/E: 110 / 65 , Gen_loss: -0.34821653 MI_loss: 20.99413 Detection error: 0.010691165924072266 time: 2:24:14.713718
- B/E: 111 / 65 , Gen_loss: -0.34797737 MI_loss: 21.091259 Detection error: 0.01068580150604248 time: 2:24:15.662175
- B/E: 112 / 65 , Gen_loss: -0.35975415 MI_loss: 21.909567 Detection error: 0.01068723201751709 time: 2:24:16.452923
- B/E: 113 / 65 , Gen_loss: -0.3530071 MI_loss: 21.651953 Detection error: 0.010694921016693115 time: 2:24:17.233719
- B/E: 114 / 65 , Gen_loss: -0.3469714 MI_loss: 21.113558 Detection error: 0.010699987411499023 time: 2:24:17.988121
- B/E: 115 / 65 , Gen_loss: -0.35609233 MI_loss: 21.39084 Detection error: 0.010698258876800537 time: 2:24:18.738591
- B/E: 116 / 65 , Gen_loss: -0.34313154 MI_loss: 20.90482 Detection error: 0.010700583457946777 time: 2:24:19.490908
- B/E: 117 / 65 , Gen_loss: -0.3501467 MI_loss: 21.346645 Detection error: 0.010702311992645264 time: 2:24:20.254248
- B/E: 118 / 65 , Gen_loss: -0.3547913 MI_loss: 21.388224 Detection error: 0.01069408655166626 time: 2:24:21.027429
- B/E: 119 / 65 , Gen_loss: -0.33414933 MI_loss: 20.348665 Detection error: 0.010693490505218506 time: 2:24:21.793398
- B/E: 120 / 65 , Gen_loss: -0.34752834 MI_loss: 21.122108 Detection error: 0.01069110631942749 time: 2:24:22.545167
- B/E: 121 / 65 , Gen_loss: -0.34975967 MI_loss: 21.214502 Detection error: 0.010692596435546875 time: 2:24:23.301682
- B/E: 122 / 65 , Gen_loss: -0.35773414 MI_loss: 21.412863 Detection error: 0.010688245296478271 time: 2:24:24.073165
- B/E: 123 / 65 , Gen_loss: -0.3443937 MI_loss: 20.762129 Detection error: 0.01068192720413208 time: 2:24:24.825506
- B/E: 124 / 65 , Gen_loss: -0.35031465 MI_loss: 21.352455 Detection error: 0.010685503482818604 time: 2:24:25.694356
- B/E: 125 / 65 , Gen_loss: -0.35316107 MI_loss: 21.593107 Detection error: 0.010687470436096191 time: 2:24:26.554685
- B/E: 126 / 65 , Gen_loss: -0.34048364 MI_loss: 20.908823 Detection error: 0.010701298713684082 time: 2:24:27.339698
- B/E: 127 / 65 , Gen_loss: -0.3385494 MI_loss: 20.64353 Detection error: 0.010697782039642334 time: 2:24:28.191408
- B/E: 128 / 65 , Gen_loss: -0.3554547 MI_loss: 21.645947 Detection error: 0.010701298713684082 time: 2:24:29.033292
- B/E: 129 / 65 , Gen_loss: -0.34299332 MI_loss: 20.83324 Detection error: 0.01070791482925415 time: 2:24:29.893821
- B/E: 130 / 65 , Gen_loss: -0.35254857 MI_loss: 21.49287 Detection error: 0.01071852445602417 time: 2:24:30.688507
- B/E: 131 / 65 , Gen_loss: -0.35644177 MI_loss: 21.421782 Detection error: 0.010720431804656982 time: 2:24:31.475681
- B/E: 132 / 65 , Gen_loss: -0.34702674 MI_loss: 21.161228 Detection error: 0.010715246200561523 time: 2:24:32.320938
- B/E: 133 / 65 , Gen_loss: -0.35704604 MI_loss: 21.711542 Detection error: 0.01072317361831665 time: 2:24:33.178735
- B/E: 134 / 65 , Gen_loss: -0.35437995 MI_loss: 21.578674 Detection error: 0.010727286338806152 time: 2:24:34.037680
- B/E: 135 / 65 , Gen_loss: -0.34659088 MI_loss: 21.111084 Detection error: 0.010733246803283691 time: 2:24:34.806306
- B/E: 136 / 65 , Gen_loss: -0.3455444 MI_loss: 20.922798 Detection error: 0.01073610782623291 time: 2:24:35.561601
- B/E: 137 / 65 , Gen_loss: -0.3485789 MI_loss: 21.169037 Detection error: 0.010737776756286621 time: 2:24:36.318593
- B/E: 138 / 65 , Gen_loss: -0.35352427 MI_loss: 21.602215 Detection error: 0.01074075698852539 time: 2:24:37.164289
- B/E: 139 / 65 , Gen_loss: -0.35891938 MI_loss: 21.541489 Detection error: 0.010745525360107422 time: 2:24:38.020544
- B/E: 140 / 65 , Gen_loss: -0.35259235 MI_loss: 21.415539 Detection error: 0.010742664337158203 time: 2:24:38.877848
- B/E: 141 / 65 , Gen_loss: -0.34674874 MI_loss: 21.07236 Detection error: 0.010741174221038818 time: 2:24:39.738091
- B/E: 142 / 65 , Gen_loss: -0.35666487 MI_loss: 21.491802 Detection error: 0.010742127895355225 time: 2:24:40.594459
- B/E: 143 / 65 , Gen_loss: -0.3520157 MI_loss: 21.489317 Detection error: 0.010738492012023926 time: 2:24:41.534711
- B/E: 144 / 65 , Gen_loss: -0.35229388 MI_loss: 21.258303 Detection error: 0.010744810104370117 time: 2:24:42.393694
- B/E: 145 / 65 , Gen_loss: -0.34900984 MI_loss: 21.031769 Detection error: 0.010744214057922363 time: 2:24:43.260019
- B/E: 146 / 65 , Gen_loss: -0.34232113 MI_loss: 20.798811 Detection error: 0.010749995708465576 time: 2:24:44.119375
- B/E: 147 / 65 , Gen_loss: -0.34165043 MI_loss: 20.82405 Detection error: 0.01075124740600586 time: 2:24:44.978683
- B/E: 148 / 65 , Gen_loss: -0.3477617 MI_loss: 21.123695 Detection error: 0.01075291633605957 time: 2:24:45.836695
- B/E: 149 / 65 , Gen_loss: -0.35939845 MI_loss: 21.930481 Detection error: 0.01075977087020874 time: 2:24:46.696540
-
- Test Loss: 11.302198 Test Error: 0.011200010776519775
- -----
- EPOCH: 66
- B/E: 0 / 66 , Gen_loss: -0.33928847 MI_loss: 20.639914 Detection error: 0.011749982833862305 time: 2:24:48.670033
- B/E: 1 / 66 , Gen_loss: -0.33807346 MI_loss: 20.674261 Detection error: 0.012437522411346436 time: 2:24:57.698162
- B/E: 2 / 66 , Gen_loss: -0.33692557 MI_loss: 20.390116 Detection error: 0.011645853519439697 time: 2:24:58.590951
- B/E: 3 / 66 , Gen_loss: -0.3463819 MI_loss: 21.157011 Detection error: 0.011312484741210938 time: 2:24:59.456244
- B/E: 4 / 66 , Gen_loss: -0.35666814 MI_loss: 21.685555 Detection error: 0.011281251907348633 time: 2:25:00.264875
- B/E: 5 / 66 , Gen_loss: -0.340531 MI_loss: 20.522608 Detection error: 0.011109352111816406 time: 2:25:01.119916
- B/E: 6 / 66 , Gen_loss: -0.3374114 MI_loss: 20.579472 Detection error: 0.011187493801116943 time: 2:25:01.872271
- B/E: 7 / 66 , Gen_loss: -0.35877052 MI_loss: 21.889904 Detection error: 0.011144518852233887 time: 2:25:02.625698
- B/E: 8 / 66 , Gen_loss: -0.34556758 MI_loss: 20.842945 Detection error: 0.011121511459350586 time: 2:25:03.480386
- B/E: 9 / 66 , Gen_loss: -0.3438266 MI_loss: 20.959303 Detection error: 0.011034369468688965 time: 2:25:04.356362
- B/E: 10 / 66 , Gen_loss: -0.35311 MI_loss: 21.36588 Detection error: 0.011036932468414307 time: 2:25:05.224095
- B/E: 11 / 66 , Gen_loss: -0.34325367 MI_loss: 20.613106 Detection error: 0.010992169380187988 time: 2:25:06.084309
- B/E: 12 / 66 , Gen_loss: -0.3486078 MI_loss: 21.104609 Detection error: 0.01107931137084961 time: 2:25:06.941892
- B/E: 13 / 66 , Gen_loss: -0.3532082 MI_loss: 21.430008 Detection error: 0.011024534702301025 time: 2:25:07.798364
- B/E: 14 / 66 , Gen_loss: -0.35369352 MI_loss: 21.254404 Detection error: 0.011014580726623535 time: 2:25:08.660538
- B/E: 15 / 66 , Gen_loss: -0.35239375 MI_loss: 21.329237 Detection error: 0.010972678661346436 time: 2:25:09.516508
- B/E: 16 / 66 , Gen_loss: -0.3496812 MI_loss: 21.120697 Detection error: 0.010904431343078613 time: 2:25:10.372771
- B/E: 17 / 66 , Gen_loss: -0.35602257 MI_loss: 21.509108 Detection error: 0.010881960391998291 time: 2:25:11.228717
- B/E: 18 / 66 , Gen_loss: -0.346844 MI_loss: 21.023582 Detection error: 0.0108223557472229 time: 2:25:12.088885
- B/E: 19 / 66 , Gen_loss: -0.34476224 MI_loss: 20.891457 Detection error: 0.010823428630828857 time: 2:25:12.945442
- B/E: 20 / 66 , Gen_loss: -0.3418276 MI_loss: 20.665403 Detection error: 0.01084524393081665 time: 2:25:13.884395
- B/E: 21 / 66 , Gen_loss: -0.347511 MI_loss: 21.19973 Detection error: 0.010853707790374756 time: 2:25:14.741133
- B/E: 22 / 66 , Gen_loss: -0.350808 MI_loss: 21.242561 Detection error: 0.010847806930541992 time: 2:25:15.603847
- B/E: 23 / 66 , Gen_loss: -0.33921397 MI_loss: 20.501137 Detection error: 0.01081770658493042 time: 2:25:16.460555
- B/E: 24 / 66 , Gen_loss: -0.3394224 MI_loss: 20.384047 Detection error: 0.010806262493133545 time: 2:25:17.317312
- B/E: 25 / 66 , Gen_loss: -0.347488 MI_loss: 21.057299 Detection error: 0.010812520980834961 time: 2:25:18.173702
- B/E: 26 / 66 , Gen_loss: -0.3476466 MI_loss: 21.215246 Detection error: 0.010873854160308838 time: 2:25:19.032978
- B/E: 27 / 66 , Gen_loss: -0.3576443 MI_loss: 21.774582 Detection error: 0.010857164859771729 time: 2:25:19.893258
- B/E: 28 / 66 , Gen_loss: -0.36184284 MI_loss: 22.0425 Detection error: 0.010850191116333008 time: 2:25:20.750505
- B/E: 29 / 66 , Gen_loss: -0.34692463 MI_loss: 21.08523 Detection error: 0.010859370231628418 time: 2:25:21.609399
- B/E: 30 / 66 , Gen_loss: -0.34121934 MI_loss: 20.678082 Detection error: 0.010833680629730225 time: 2:25:22.468908
- B/E: 31 / 66 , Gen_loss: -0.34904912 MI_loss: 21.277847 Detection error: 0.010813474655151367 time: 2:25:23.338765
- B/E: 32 / 66 , Gen_loss: -0.35261592 MI_loss: 21.394037 Detection error: 0.010822892189025879 time: 2:25:24.196227
- B/E: 33 / 66 , Gen_loss: -0.35773715 MI_loss: 21.704323 Detection error: 0.010793209075927734 time: 2:25:25.053334
- B/E: 34 / 66 , Gen_loss: -0.3364453 MI_loss: 20.340202 Detection error: 0.010789275169372559 time: 2:25:25.912934
- B/E: 35 / 66 , Gen_loss: -0.35092717 MI_loss: 21.156467 Detection error: 0.01077258586883545 time: 2:25:26.797244
- B/E: 36 / 66 , Gen_loss: -0.36064827 MI_loss: 22.05655 Detection error: 0.010767757892608643 time: 2:25:27.744631
- B/E: 37 / 66 , Gen_loss: -0.35311043 MI_loss: 21.395475 Detection error: 0.010764002799987793 time: 2:25:28.603016
- B/E: 38 / 66 , Gen_loss: -0.3584263 MI_loss: 21.6742 Detection error: 0.01078122854232788 time: 2:25:29.463801
- B/E: 39 / 66 , Gen_loss: -0.342121 MI_loss: 20.502613 Detection error: 0.010767996311187744 time: 2:25:30.264754
- B/E: 40 / 66 , Gen_loss: -0.36875108 MI_loss: 22.347332 Detection error: 0.010757625102996826 time: 2:25:31.110400
- B/E: 41 / 66 , Gen_loss: -0.3466791 MI_loss: 20.986538 Detection error: 0.010764896869659424 time: 2:25:31.965805
- B/E: 42 / 66 , Gen_loss: -0.3527879 MI_loss: 21.369913 Detection error: 0.010755062103271484 time: 2:25:32.825002
- B/E: 43 / 66 , Gen_loss: -0.35724702 MI_loss: 21.538874 Detection error: 0.010747134685516357 time: 2:25:33.680298
- B/E: 44 / 66 , Gen_loss: -0.34159836 MI_loss: 20.831522 Detection error: 0.01076042652130127 time: 2:25:34.541389
- B/E: 45 / 66 , Gen_loss: -0.3454738 MI_loss: 20.961983 Detection error: 0.010771751403808594 time: 2:25:35.386775
- B/E: 46 / 66 , Gen_loss: -0.34331232 MI_loss: 20.886444 Detection error: 0.010769963264465332 time: 2:25:36.247597
- B/E: 47 / 66 , Gen_loss: -0.35137823 MI_loss: 21.294388 Detection error: 0.01076042652130127 time: 2:25:37.106216
- B/E: 48 / 66 , Gen_loss: -0.3605445 MI_loss: 21.844524 Detection error: 0.010771036148071289 time: 2:25:37.964950
- B/E: 49 / 66 , Gen_loss: -0.34925154 MI_loss: 21.242327 Detection error: 0.01078188419342041 time: 2:25:38.821066
- B/E: 50 / 66 , Gen_loss: -0.34975728 MI_loss: 21.168037 Detection error: 0.010784327983856201 time: 2:25:39.678212
- B/E: 51 / 66 , Gen_loss: -0.352509 MI_loss: 21.364765 Detection error: 0.010780632495880127 time: 2:25:40.534204
- B/E: 52 / 66 , Gen_loss: -0.35247633 MI_loss: 21.299835 Detection error: 0.010770618915557861 time: 2:25:41.492764
- B/E: 53 / 66 , Gen_loss: -0.35695824 MI_loss: 21.543547 Detection error: 0.010782420635223389 time: 2:25:42.357620
- B/E: 54 / 66 , Gen_loss: -0.34869424 MI_loss: 21.03379 Detection error: 0.01077502965927124 time: 2:25:43.241200
- B/E: 55 / 66 , Gen_loss: -0.3530258 MI_loss: 21.429407 Detection error: 0.010759472846984863 time: 2:25:44.099867
- B/E: 56 / 66 , Gen_loss: -0.35267222 MI_loss: 21.280224 Detection error: 0.01073300838470459 time: 2:25:44.956517
- B/E: 57 / 66 , Gen_loss: -0.3586078 MI_loss: 21.956238 Detection error: 0.010734915733337402 time: 2:25:45.815619
- B/E: 58 / 66 , Gen_loss: -0.35619566 MI_loss: 21.57846 Detection error: 0.010724067687988281 time: 2:25:46.672718
- B/E: 59 / 66 , Gen_loss: -0.3568491 MI_loss: 21.708046 Detection error: 0.010747373104095459 time: 2:25:47.529024
- B/E: 60 / 66 , Gen_loss: -0.35191736 MI_loss: 21.252272 Detection error: 0.01073002815246582 time: 2:25:48.386240
- B/E: 61 / 66 , Gen_loss: -0.34553146 MI_loss: 21.020588 Detection error: 0.010729849338531494 time: 2:25:49.251614
- B/E: 62 / 66 , Gen_loss: -0.36206225 MI_loss: 22.028065 Detection error: 0.01072770357131958 time: 2:25:50.109826
- B/E: 63 / 66 , Gen_loss: -0.34943908 MI_loss: 21.104692 Detection error: 0.010728538036346436 time: 2:25:50.999205
- B/E: 64 / 66 , Gen_loss: -0.3480333 MI_loss: 21.184134 Detection error: 0.010736048221588135 time: 2:25:51.807693
- B/E: 65 / 66 , Gen_loss: -0.35289723 MI_loss: 21.33509 Detection error: 0.010733425617218018 time: 2:25:52.562266
- B/E: 66 / 66 , Gen_loss: -0.34639665 MI_loss: 21.209064 Detection error: 0.010734140872955322 time: 2:25:53.314977
- B/E: 67 / 66 , Gen_loss: -0.3643134 MI_loss: 21.9488 Detection error: 0.010720133781433105 time: 2:25:54.105355
- B/E: 68 / 66 , Gen_loss: -0.34252352 MI_loss: 20.786657 Detection error: 0.010708808898925781 time: 2:25:54.943711
- B/E: 69 / 66 , Gen_loss: -0.34878173 MI_loss: 21.164001 Detection error: 0.010722339153289795 time: 2:25:55.697320
- B/E: 70 / 66 , Gen_loss: -0.35542667 MI_loss: 21.57612 Detection error: 0.010728001594543457 time: 2:25:56.588235
- B/E: 71 / 66 , Gen_loss: -0.33557752 MI_loss: 20.331709 Detection error: 0.010726988315582275 time: 2:25:57.363977
- B/E: 72 / 66 , Gen_loss: -0.35168839 MI_loss: 21.300795 Detection error: 0.010729432106018066 time: 2:25:58.228870
- B/E: 73 / 66 , Gen_loss: -0.3627038 MI_loss: 21.839264 Detection error: 0.01072847843170166 time: 2:25:59.059434
- B/E: 74 / 66 , Gen_loss: -0.3586286 MI_loss: 21.8095 Detection error: 0.01071709394454956 time: 2:25:59.937095
- B/E: 75 / 66 , Gen_loss: -0.3543968 MI_loss: 21.536179 Detection error: 0.0107191801071167 time: 2:26:00.809067
- B/E: 76 / 66 , Gen_loss: -0.34297955 MI_loss: 20.826208 Detection error: 0.010731339454650879 time: 2:26:01.670295
- B/E: 77 / 66 , Gen_loss: -0.34923336 MI_loss: 21.07284 Detection error: 0.010726332664489746 time: 2:26:02.435320
- B/E: 78 / 66 , Gen_loss: -0.36422005 MI_loss: 21.972532 Detection error: 0.010718345642089844 time: 2:26:03.189725
- B/E: 79 / 66 , Gen_loss: -0.34809002 MI_loss: 21.11662 Detection error: 0.010728120803833008 time: 2:26:04.052246
- B/E: 80 / 66 , Gen_loss: -0.35189453 MI_loss: 21.26464 Detection error: 0.010734200477600098 time: 2:26:04.909042
- B/E: 81 / 66 , Gen_loss: -0.34525633 MI_loss: 20.766499 Detection error: 0.010731339454650879 time: 2:26:05.765631
- B/E: 82 / 66 , Gen_loss: -0.35073093 MI_loss: 21.290834 Detection error: 0.010724008083343506 time: 2:26:06.625417
- B/E: 83 / 66 , Gen_loss: -0.354952 MI_loss: 21.513092 Detection error: 0.010723233222961426 time: 2:26:07.411723
- B/E: 84 / 66 , Gen_loss: -0.34888333 MI_loss: 21.263891 Detection error: 0.010719835758209229 time: 2:26:08.263875
- B/E: 85 / 66 , Gen_loss: -0.34351003 MI_loss: 20.805853 Detection error: 0.010702788829803467 time: 2:26:09.016709
- B/E: 86 / 66 , Gen_loss: -0.34902877 MI_loss: 21.227476 Detection error: 0.010705828666687012 time: 2:26:09.770039
- B/E: 87 / 66 , Gen_loss: -0.34474355 MI_loss: 20.907173 Detection error: 0.010690689086914062 time: 2:26:10.600522
- B/E: 88 / 66 , Gen_loss: -0.34705785 MI_loss: 21.006237 Detection error: 0.010679781436920166 time: 2:26:11.461613
- B/E: 89 / 66 , Gen_loss: -0.34629983 MI_loss: 21.163841 Detection error: 0.010692358016967773 time: 2:26:12.317336
- B/E: 90 / 66 , Gen_loss: -0.34592056 MI_loss: 20.997461 Detection error: 0.0106889009475708 time: 2:26:13.175196
- B/E: 91 / 66 , Gen_loss: -0.3428581 MI_loss: 20.859087 Detection error: 0.010690867900848389 time: 2:26:14.031901
- B/E: 92 / 66 , Gen_loss: -0.3409519 MI_loss: 20.68662 Detection error: 0.010685145854949951 time: 2:26:14.888185
- B/E: 93 / 66 , Gen_loss: -0.35029158 MI_loss: 21.345562 Detection error: 0.010686159133911133 time: 2:26:15.749021
- B/E: 94 / 66 , Gen_loss: -0.34425908 MI_loss: 20.9391 Detection error: 0.01069706678390503 time: 2:26:16.608667
- B/E: 95 / 66 , Gen_loss: -0.35357058 MI_loss: 21.391844 Detection error: 0.010702788829803467 time: 2:26:17.465364
- B/E: 96 / 66 , Gen_loss: -0.35288432 MI_loss: 21.326136 Detection error: 0.01070106029510498 time: 2:26:18.326220
- B/E: 97 / 66 , Gen_loss: -0.35322097 MI_loss: 21.467852 Detection error: 0.010690391063690186 time: 2:26:19.189587
- B/E: 98 / 66 , Gen_loss: -0.34667787 MI_loss: 21.007883 Detection error: 0.010678350925445557 time: 2:26:20.048411
- B/E: 99 / 66 , Gen_loss: -0.35684717 MI_loss: 21.553837 Detection error: 0.010674715042114258 time: 2:26:20.907114
- B/E: 100 / 66 , Gen_loss: -0.35616243 MI_loss: 21.762993 Detection error: 0.010678231716156006 time: 2:26:21.864399
- B/E: 101 / 66 , Gen_loss: -0.3503879 MI_loss: 21.437538 Detection error: 0.010686874389648438 time: 2:26:22.727160
- B/E: 102 / 66 , Gen_loss: -0.35147452 MI_loss: 21.36459 Detection error: 0.010686874389648438 time: 2:26:23.593040
- B/E: 103 / 66 , Gen_loss: -0.35067943 MI_loss: 21.274216 Detection error: 0.010686874389648438 time: 2:26:24.382438
- B/E: 104 / 66 , Gen_loss: -0.34517056 MI_loss: 21.086187 Detection error: 0.010694324970245361 time: 2:26:25.134052
- B/E: 105 / 66 , Gen_loss: -0.35256422 MI_loss: 21.421755 Detection error: 0.010688364505767822 time: 2:26:25.886664
- B/E: 106 / 66 , Gen_loss: -0.3388922 MI_loss: 20.538023 Detection error: 0.010691285133361816 time: 2:26:26.638761
- B/E: 107 / 66 , Gen_loss: -0.35485408 MI_loss: 21.475615 Detection error: 0.010700225830078125 time: 2:26:27.391728
- B/E: 108 / 66 , Gen_loss: -0.35378596 MI_loss: 21.481358 Detection error: 0.01070559024810791 time: 2:26:28.141510
- B/E: 109 / 66 , Gen_loss: -0.34616646 MI_loss: 20.978699 Detection error: 0.010700881481170654 time: 2:26:28.894732
- B/E: 110 / 66 , Gen_loss: -0.34508523 MI_loss: 20.871706 Detection error: 0.010688602924346924 time: 2:26:29.646062
- B/E: 111 / 66 , Gen_loss: -0.35415715 MI_loss: 21.487299 Detection error: 0.010686635971069336 time: 2:26:30.411012
- B/E: 112 / 66 , Gen_loss: -0.36359534 MI_loss: 22.00717 Detection error: 0.010684728622436523 time: 2:26:31.159750
- B/E: 113 / 66 , Gen_loss: -0.35328525 MI_loss: 21.620396 Detection error: 0.01068943738937378 time: 2:26:31.914693
- B/E: 114 / 66 , Gen_loss: -0.35231596 MI_loss: 21.334148 Detection error: 0.010696470737457275 time: 2:26:32.761810
- B/E: 115 / 66 , Gen_loss: -0.3474534 MI_loss: 20.923574 Detection error: 0.010691285133361816 time: 2:26:33.641283
- B/E: 116 / 66 , Gen_loss: -0.34634718 MI_loss: 21.06827 Detection error: 0.010696589946746826 time: 2:26:34.592042
- B/E: 117 / 66 , Gen_loss: -0.33849669 MI_loss: 20.582062 Detection error: 0.01069730520248413 time: 2:26:35.450565
- B/E: 118 / 66 , Gen_loss: -0.3506474 MI_loss: 21.252453 Detection error: 0.010695099830627441 time: 2:26:36.313185
- B/E: 119 / 66 , Gen_loss: -0.3475439 MI_loss: 21.062073 Detection error: 0.010689854621887207 time: 2:26:37.191580
- B/E: 120 / 66 , Gen_loss: -0.3503757 MI_loss: 21.309517 Detection error: 0.010685443878173828 time: 2:26:38.053844
- B/E: 121 / 66 , Gen_loss: -0.35501507 MI_loss: 21.656786 Detection error: 0.010692894458770752 time: 2:26:38.912658
- B/E: 122 / 66 , Gen_loss: -0.36383292 MI_loss: 21.94665 Detection error: 0.010691285133361816 time: 2:26:39.775887
- B/E: 123 / 66 , Gen_loss: -0.34517094 MI_loss: 20.85981 Detection error: 0.01068800687789917 time: 2:26:40.555990
- B/E: 124 / 66 , Gen_loss: -0.35777235 MI_loss: 21.522509 Detection error: 0.010686516761779785 time: 2:26:41.311960
- B/E: 125 / 66 , Gen_loss: -0.348457 MI_loss: 21.204891 Detection error: 0.010689496994018555 time: 2:26:42.065352
- B/E: 126 / 66 , Gen_loss: -0.34074152 MI_loss: 20.728731 Detection error: 0.010698318481445312 time: 2:26:42.816931
- B/E: 127 / 66 , Gen_loss: -0.3511629 MI_loss: 21.277645 Detection error: 0.010697007179260254 time: 2:26:43.606511
- B/E: 128 / 66 , Gen_loss: -0.34665114 MI_loss: 21.036028 Detection error: 0.010699152946472168 time: 2:26:44.462823
- B/E: 129 / 66 , Gen_loss: -0.3440096 MI_loss: 20.929382 Detection error: 0.010708630084991455 time: 2:26:45.318701
- B/E: 130 / 66 , Gen_loss: -0.34567985 MI_loss: 20.95255 Detection error: 0.010715186595916748 time: 2:26:46.175377
- B/E: 131 / 66 , Gen_loss: -0.33446297 MI_loss: 20.309448 Detection error: 0.010718762874603271 time: 2:26:47.031258
- B/E: 132 / 66 , Gen_loss: -0.36148492 MI_loss: 21.858458 Detection error: 0.010715484619140625 time: 2:26:47.916292
- B/E: 133 / 66 , Gen_loss: -0.34436882 MI_loss: 20.982504 Detection error: 0.010719239711761475 time: 2:26:48.713665
- B/E: 134 / 66 , Gen_loss: -0.3512421 MI_loss: 21.416317 Detection error: 0.010728240013122559 time: 2:26:49.589504
- B/E: 135 / 66 , Gen_loss: -0.34545213 MI_loss: 20.816156 Detection error: 0.010728180408477783 time: 2:26:50.446076
- B/E: 136 / 66 , Gen_loss: -0.3551349 MI_loss: 21.501709 Detection error: 0.010730624198913574 time: 2:26:51.302783
- B/E: 137 / 66 , Gen_loss: -0.34884745 MI_loss: 21.295372 Detection error: 0.010732769966125488 time: 2:26:52.158996
- B/E: 138 / 66 , Gen_loss: -0.3519163 MI_loss: 21.337978 Detection error: 0.010734915733337402 time: 2:26:53.020537
- B/E: 139 / 66 , Gen_loss: -0.35047516 MI_loss: 21.264984 Detection error: 0.01074129343032837 time: 2:26:53.877524
- B/E: 140 / 66 , Gen_loss: -0.3525159 MI_loss: 21.404432 Detection error: 0.010739564895629883 time: 2:26:54.735599
- B/E: 141 / 66 , Gen_loss: -0.34794763 MI_loss: 20.969017 Detection error: 0.010735690593719482 time: 2:26:55.592678
- B/E: 142 / 66 , Gen_loss: -0.35668465 MI_loss: 21.614521 Detection error: 0.01073688268661499 time: 2:26:56.458907
- B/E: 143 / 66 , Gen_loss: -0.35126257 MI_loss: 21.312641 Detection error: 0.010733067989349365 time: 2:26:57.317515
- B/E: 144 / 66 , Gen_loss: -0.35630462 MI_loss: 21.615747 Detection error: 0.010738372802734375 time: 2:26:58.176108
- B/E: 145 / 66 , Gen_loss: -0.35270715 MI_loss: 21.373209 Detection error: 0.010744452476501465 time: 2:26:59.036740
- B/E: 146 / 66 , Gen_loss: -0.34750715 MI_loss: 20.910624 Detection error: 0.010745108127593994 time: 2:26:59.899930
- B/E: 147 / 66 , Gen_loss: -0.35862935 MI_loss: 21.833168 Detection error: 0.010750830173492432 time: 2:27:00.758933
- B/E: 148 / 66 , Gen_loss: -0.36406693 MI_loss: 21.979416 Detection error: 0.010748326778411865 time: 2:27:01.631624
- B/E: 149 / 66 , Gen_loss: -0.3693175 MI_loss: 22.510117 Detection error: 0.010755181312561035 time: 2:27:02.382170
-
- Test Loss: 11.304079 Test Error: 0.011224985122680664
- -----
- EPOCH: 67
- B/E: 0 / 67 , Gen_loss: -0.36367607 MI_loss: 21.908758 Detection error: 0.011531233787536621 time: 2:27:04.271795
- B/E: 1 / 67 , Gen_loss: -0.3286645 MI_loss: 20.308842 Detection error: 0.012515604496002197 time: 2:27:13.227543
- B/E: 2 / 67 , Gen_loss: -0.35074672 MI_loss: 21.124998 Detection error: 0.011645853519439697 time: 2:27:14.005894
- B/E: 3 / 67 , Gen_loss: -0.35156816 MI_loss: 21.378883 Detection error: 0.01155465841293335 time: 2:27:14.762477
- B/E: 4 / 67 , Gen_loss: -0.3358316 MI_loss: 20.380938 Detection error: 0.011487483978271484 time: 2:27:15.517290
- B/E: 5 / 67 , Gen_loss: -0.34639454 MI_loss: 21.24778 Detection error: 0.011406242847442627 time: 2:27:16.269099
- B/E: 6 / 67 , Gen_loss: -0.3536689 MI_loss: 21.68921 Detection error: 0.011415183544158936 time: 2:27:17.023116
- B/E: 7 / 67 , Gen_loss: -0.34227666 MI_loss: 20.663536 Detection error: 0.011304676532745361 time: 2:27:17.887005
- B/E: 8 / 67 , Gen_loss: -0.35658124 MI_loss: 21.584835 Detection error: 0.011190950870513916 time: 2:27:18.742405
- B/E: 9 / 67 , Gen_loss: -0.35061026 MI_loss: 21.54103 Detection error: 0.011128127574920654 time: 2:27:19.599869
- B/E: 10 / 67 , Gen_loss: -0.34227306 MI_loss: 20.71701 Detection error: 0.011099457740783691 time: 2:27:20.557205
- B/E: 11 / 67 , Gen_loss: -0.34465334 MI_loss: 20.938766 Detection error: 0.011078119277954102 time: 2:27:21.419024
- B/E: 12 / 67 , Gen_loss: -0.34737378 MI_loss: 21.130465 Detection error: 0.011122584342956543 time: 2:27:22.282959
- B/E: 13 / 67 , Gen_loss: -0.35236657 MI_loss: 21.390936 Detection error: 0.011100471019744873 time: 2:27:23.138902
- B/E: 14 / 67 , Gen_loss: -0.3538845 MI_loss: 21.292643 Detection error: 0.011081278324127197 time: 2:27:23.996218
- B/E: 15 / 67 , Gen_loss: -0.3476292 MI_loss: 21.01488 Detection error: 0.011054694652557373 time: 2:27:24.852596
- B/E: 16 / 67 , Gen_loss: -0.35194314 MI_loss: 21.235823 Detection error: 0.010988950729370117 time: 2:27:25.713910
- B/E: 17 / 67 , Gen_loss: -0.34669456 MI_loss: 21.063486 Detection error: 0.010953128337860107 time: 2:27:26.479488
- B/E: 18 / 67 , Gen_loss: -0.35610506 MI_loss: 21.513966 Detection error: 0.010899662971496582 time: 2:27:27.348567
- B/E: 19 / 67 , Gen_loss: -0.3501049 MI_loss: 21.391987 Detection error: 0.01090627908706665 time: 2:27:28.205007
- B/E: 20 / 67 , Gen_loss: -0.3424361 MI_loss: 20.727978 Detection error: 0.0109330415725708 time: 2:27:29.066160
- B/E: 21 / 67 , Gen_loss: -0.35566887 MI_loss: 21.597116 Detection error: 0.010914742946624756 time: 2:27:29.922359
- B/E: 22 / 67 , Gen_loss: -0.34741193 MI_loss: 21.005772 Detection error: 0.01087498664855957 time: 2:27:30.779425
- B/E: 23 / 67 , Gen_loss: -0.3501676 MI_loss: 21.280518 Detection error: 0.010855495929718018 time: 2:27:31.636276
- B/E: 24 / 67 , Gen_loss: -0.34122938 MI_loss: 20.710861 Detection error: 0.010847508907318115 time: 2:27:32.493424
- B/E: 25 / 67 , Gen_loss: -0.35174283 MI_loss: 21.251366 Detection error: 0.010840117931365967 time: 2:27:33.438455
- B/E: 26 / 67 , Gen_loss: -0.3537595 MI_loss: 21.588085 Detection error: 0.010912060737609863 time: 2:27:34.258842
- B/E: 27 / 67 , Gen_loss: -0.34992015 MI_loss: 21.244534 Detection error: 0.01088172197341919 time: 2:27:35.010350
- B/E: 28 / 67 , Gen_loss: -0.3422866 MI_loss: 20.88245 Detection error: 0.010894417762756348 time: 2:27:35.768682
- B/E: 29 / 67 , Gen_loss: -0.354432 MI_loss: 21.468756 Detection error: 0.010903120040893555 time: 2:27:36.536172
- B/E: 30 / 67 , Gen_loss: -0.35068277 MI_loss: 21.322737 Detection error: 0.010856866836547852 time: 2:27:37.389101
- B/E: 31 / 67 , Gen_loss: -0.34818396 MI_loss: 21.044287 Detection error: 0.010843753814697266 time: 2:27:38.246504
- B/E: 32 / 67 , Gen_loss: -0.34629965 MI_loss: 21.014622 Detection error: 0.010836184024810791 time: 2:27:39.103150
- B/E: 33 / 67 , Gen_loss: -0.33762738 MI_loss: 20.531431 Detection error: 0.010806083679199219 time: 2:27:39.986888
- B/E: 34 / 67 , Gen_loss: -0.34394124 MI_loss: 20.9955 Detection error: 0.010808050632476807 time: 2:27:40.849758
- B/E: 35 / 67 , Gen_loss: -0.34733382 MI_loss: 20.95099 Detection error: 0.010785579681396484 time: 2:27:41.708411
- B/E: 36 / 67 , Gen_loss: -0.35790217 MI_loss: 21.617723 Detection error: 0.010775327682495117 time: 2:27:42.532148
- B/E: 37 / 67 , Gen_loss: -0.35560253 MI_loss: 21.549578 Detection error: 0.010764002799987793 time: 2:27:43.292162
- B/E: 38 / 67 , Gen_loss: -0.34345233 MI_loss: 20.848392 Detection error: 0.01077723503112793 time: 2:27:44.067356
- B/E: 39 / 67 , Gen_loss: -0.3522359 MI_loss: 21.327156 Detection error: 0.010762512683868408 time: 2:27:44.903779
- B/E: 40 / 67 , Gen_loss: -0.3573561 MI_loss: 21.643047 Detection error: 0.010752260684967041 time: 2:27:45.761721
- B/E: 41 / 67 , Gen_loss: -0.35582122 MI_loss: 21.574554 Detection error: 0.010758161544799805 time: 2:27:46.717212
- B/E: 42 / 67 , Gen_loss: -0.35443082 MI_loss: 21.45944 Detection error: 0.010739803314208984 time: 2:27:47.500583
- B/E: 43 / 67 , Gen_loss: -0.34971905 MI_loss: 21.029533 Detection error: 0.010736525058746338 time: 2:27:48.254195
- B/E: 44 / 67 , Gen_loss: -0.34294128 MI_loss: 20.854473 Detection error: 0.010739564895629883 time: 2:27:49.002530
- B/E: 45 / 67 , Gen_loss: -0.35435447 MI_loss: 21.471798 Detection error: 0.010743200778961182 time: 2:27:49.754083
- B/E: 46 / 67 , Gen_loss: -0.3521278 MI_loss: 21.434889 Detection error: 0.010748028755187988 time: 2:27:50.505421
- B/E: 47 / 67 , Gen_loss: -0.34531164 MI_loss: 20.963646 Detection error: 0.010735690593719482 time: 2:27:51.256032
- B/E: 48 / 67 , Gen_loss: -0.35004207 MI_loss: 21.203587 Detection error: 0.01075446605682373 time: 2:27:52.103301
- B/E: 49 / 67 , Gen_loss: -0.35938054 MI_loss: 21.867815 Detection error: 0.010766267776489258 time: 2:27:52.905814
- B/E: 50 / 67 , Gen_loss: -0.34895468 MI_loss: 21.181648 Detection error: 0.010771453380584717 time: 2:27:53.656886
- B/E: 51 / 67 , Gen_loss: -0.35565782 MI_loss: 21.798447 Detection error: 0.010775864124298096 time: 2:27:54.409225
- B/E: 52 / 67 , Gen_loss: -0.35530388 MI_loss: 21.363913 Detection error: 0.010776519775390625 time: 2:27:55.165219
- B/E: 53 / 67 , Gen_loss: -0.35577765 MI_loss: 21.405903 Detection error: 0.010788202285766602 time: 2:27:55.935596
- B/E: 54 / 67 , Gen_loss: -0.34932312 MI_loss: 21.155167 Detection error: 0.010777831077575684 time: 2:27:56.692655
- B/E: 55 / 67 , Gen_loss: -0.3521983 MI_loss: 21.465046 Detection error: 0.010760605335235596 time: 2:27:57.449568
- B/E: 56 / 67 , Gen_loss: -0.35925645 MI_loss: 21.776459 Detection error: 0.010749995708465576 time: 2:27:58.202602
- B/E: 57 / 67 , Gen_loss: -0.3658552 MI_loss: 22.112617 Detection error: 0.010741889476776123 time: 2:27:59.037552
- B/E: 58 / 67 , Gen_loss: -0.33631745 MI_loss: 20.199455 Detection error: 0.01072460412979126 time: 2:27:59.868853
- B/E: 59 / 67 , Gen_loss: -0.35688838 MI_loss: 21.639397 Detection error: 0.0107421875 time: 2:28:00.726391
- B/E: 60 / 67 , Gen_loss: -0.3603604 MI_loss: 21.946829 Detection error: 0.01074075698852539 time: 2:28:01.584972
- B/E: 61 / 67 , Gen_loss: -0.34759063 MI_loss: 21.238094 Detection error: 0.01073688268661499 time: 2:28:02.413642
- B/E: 62 / 67 , Gen_loss: -0.35301396 MI_loss: 21.428577 Detection error: 0.010734617710113525 time: 2:28:03.243770
- B/E: 63 / 67 , Gen_loss: -0.3503545 MI_loss: 21.355165 Detection error: 0.010737299919128418 time: 2:28:04.100309
- B/E: 64 / 67 , Gen_loss: -0.34720868 MI_loss: 21.136927 Detection error: 0.010734617710113525 time: 2:28:04.956030
- B/E: 65 / 67 , Gen_loss: -0.34816825 MI_loss: 21.189829 Detection error: 0.010732948780059814 time: 2:28:05.812078
- B/E: 66 / 67 , Gen_loss: -0.36340043 MI_loss: 22.036528 Detection error: 0.010729014873504639 time: 2:28:06.677570
- B/E: 67 / 67 , Gen_loss: -0.362166 MI_loss: 21.816315 Detection error: 0.010717809200286865 time: 2:28:07.536811
- B/E: 68 / 67 , Gen_loss: -0.34771195 MI_loss: 21.095724 Detection error: 0.010718286037445068 time: 2:28:08.314403
- B/E: 69 / 67 , Gen_loss: -0.35539645 MI_loss: 21.525373 Detection error: 0.010722756385803223 time: 2:28:09.178332
- B/E: 70 / 67 , Gen_loss: -0.34417284 MI_loss: 20.809307 Detection error: 0.010715663433074951 time: 2:28:10.044411
- B/E: 71 / 67 , Gen_loss: -0.34931552 MI_loss: 21.224741 Detection error: 0.010727405548095703 time: 2:28:10.902234
- B/E: 72 / 67 , Gen_loss: -0.34725356 MI_loss: 21.026775 Detection error: 0.010723888874053955 time: 2:28:11.762126
- B/E: 73 / 67 , Gen_loss: -0.34696466 MI_loss: 21.032436 Detection error: 0.010723412036895752 time: 2:28:12.707241
- B/E: 74 / 67 , Gen_loss: -0.35870552 MI_loss: 21.771177 Detection error: 0.010713756084442139 time: 2:28:13.591721
- B/E: 75 / 67 , Gen_loss: -0.3398866 MI_loss: 20.719805 Detection error: 0.010709702968597412 time: 2:28:14.459275
- B/E: 76 / 67 , Gen_loss: -0.33653727 MI_loss: 20.516289 Detection error: 0.010715484619140625 time: 2:28:15.321443
- B/E: 77 / 67 , Gen_loss: -0.34303978 MI_loss: 20.859274 Detection error: 0.010710358619689941 time: 2:28:16.183877
- B/E: 78 / 67 , Gen_loss: -0.3484947 MI_loss: 21.07305 Detection error: 0.010702550411224365 time: 2:28:17.062473
- B/E: 79 / 67 , Gen_loss: -0.35121763 MI_loss: 21.373672 Detection error: 0.010720312595367432 time: 2:28:17.931638
- B/E: 80 / 67 , Gen_loss: -0.3588438 MI_loss: 21.769346 Detection error: 0.010724544525146484 time: 2:28:18.789587
- B/E: 81 / 67 , Gen_loss: -0.35219374 MI_loss: 21.280056 Detection error: 0.010722935199737549 time: 2:28:19.649110
- B/E: 82 / 67 , Gen_loss: -0.35102585 MI_loss: 21.20921 Detection error: 0.01071310043334961 time: 2:28:20.506069
- B/E: 83 / 67 , Gen_loss: -0.353307 MI_loss: 21.554106 Detection error: 0.010718762874603271 time: 2:28:21.356133
- B/E: 84 / 67 , Gen_loss: -0.35043192 MI_loss: 21.193872 Detection error: 0.010714709758758545 time: 2:28:22.106701
- B/E: 85 / 67 , Gen_loss: -0.3505377 MI_loss: 21.181479 Detection error: 0.010700225830078125 time: 2:28:22.950053
- B/E: 86 / 67 , Gen_loss: -0.35068333 MI_loss: 21.285406 Detection error: 0.010701119899749756 time: 2:28:23.807874
- B/E: 87 / 67 , Gen_loss: -0.35259524 MI_loss: 21.470612 Detection error: 0.010685384273529053 time: 2:28:24.663319
- B/E: 88 / 67 , Gen_loss: -0.35052532 MI_loss: 21.265955 Detection error: 0.010674536228179932 time: 2:28:25.522382
- B/E: 89 / 67 , Gen_loss: -0.3498033 MI_loss: 21.331188 Detection error: 0.010683000087738037 time: 2:28:26.440167
- B/E: 90 / 67 , Gen_loss: -0.35754272 MI_loss: 21.476465 Detection error: 0.010681688785552979 time: 2:28:27.191759
- B/E: 91 / 67 , Gen_loss: -0.34793532 MI_loss: 21.278978 Detection error: 0.010687828063964844 time: 2:28:28.062530
- B/E: 92 / 67 , Gen_loss: -0.33478215 MI_loss: 20.351452 Detection error: 0.010676383972167969 time: 2:28:28.928266
- B/E: 93 / 67 , Gen_loss: -0.3486747 MI_loss: 21.247286 Detection error: 0.010671854019165039 time: 2:28:29.784942
- B/E: 94 / 67 , Gen_loss: -0.33884892 MI_loss: 20.707563 Detection error: 0.010692119598388672 time: 2:28:30.649540
- B/E: 95 / 67 , Gen_loss: -0.35111347 MI_loss: 21.347061 Detection error: 0.010691404342651367 time: 2:28:31.507831
- B/E: 96 / 67 , Gen_loss: -0.34509245 MI_loss: 20.973211 Detection error: 0.01068812608718872 time: 2:28:32.372387
- B/E: 97 / 67 , Gen_loss: -0.36460713 MI_loss: 22.183638 Detection error: 0.010679185390472412 time: 2:28:33.231413
- B/E: 98 / 67 , Gen_loss: -0.34781155 MI_loss: 20.939482 Detection error: 0.010670125484466553 time: 2:28:34.096691
- B/E: 99 / 67 , Gen_loss: -0.35969397 MI_loss: 21.720558 Detection error: 0.010665953159332275 time: 2:28:34.957000
- B/E: 100 / 67 , Gen_loss: -0.35062933 MI_loss: 21.197792 Detection error: 0.010670483112335205 time: 2:28:35.824299
- B/E: 101 / 67 , Gen_loss: -0.35518596 MI_loss: 21.644474 Detection error: 0.010677993297576904 time: 2:28:36.687311
- B/E: 102 / 67 , Gen_loss: -0.34987816 MI_loss: 21.26909 Detection error: 0.010677158832550049 time: 2:28:37.547651
- B/E: 103 / 67 , Gen_loss: -0.3507929 MI_loss: 21.222569 Detection error: 0.010680317878723145 time: 2:28:38.405838
- B/E: 104 / 67 , Gen_loss: -0.3506705 MI_loss: 21.192074 Detection error: 0.010680079460144043 time: 2:28:39.268391
- B/E: 105 / 67 , Gen_loss: -0.3400617 MI_loss: 20.60735 Detection error: 0.010677754878997803 time: 2:28:40.216458
- B/E: 106 / 67 , Gen_loss: -0.34896967 MI_loss: 21.23437 Detection error: 0.010683119297027588 time: 2:28:41.074700
- B/E: 107 / 67 , Gen_loss: -0.35012504 MI_loss: 21.293564 Detection error: 0.010691523551940918 time: 2:28:41.932044
- B/E: 108 / 67 , Gen_loss: -0.35180414 MI_loss: 21.407974 Detection error: 0.0106964111328125 time: 2:28:42.789983
- B/E: 109 / 67 , Gen_loss: -0.3508238 MI_loss: 21.141132 Detection error: 0.010686933994293213 time: 2:28:43.663047
- B/E: 110 / 67 , Gen_loss: -0.35354704 MI_loss: 21.415356 Detection error: 0.010679900646209717 time: 2:28:44.521676
- B/E: 111 / 67 , Gen_loss: -0.36205366 MI_loss: 21.89685 Detection error: 0.010675251483917236 time: 2:28:45.380997
- B/E: 112 / 67 , Gen_loss: -0.34850878 MI_loss: 21.078995 Detection error: 0.01067119836807251 time: 2:28:46.242448
- B/E: 113 / 67 , Gen_loss: -0.35286456 MI_loss: 21.515377 Detection error: 0.010679543018341064 time: 2:28:47.132713
- B/E: 114 / 67 , Gen_loss: -0.35020837 MI_loss: 21.298737 Detection error: 0.010681509971618652 time: 2:28:47.921344
- B/E: 115 / 67 , Gen_loss: -0.35111007 MI_loss: 21.329119 Detection error: 0.010686159133911133 time: 2:28:48.673736
- B/E: 116 / 67 , Gen_loss: -0.35608566 MI_loss: 21.591871 Detection error: 0.010684311389923096 time: 2:28:49.423964
- B/E: 117 / 67 , Gen_loss: -0.34379897 MI_loss: 20.87711 Detection error: 0.010689616203308105 time: 2:28:50.210399
- B/E: 118 / 67 , Gen_loss: -0.34620622 MI_loss: 21.100624 Detection error: 0.010683059692382812 time: 2:28:51.089693
- B/E: 119 / 67 , Gen_loss: -0.34068483 MI_loss: 20.696417 Detection error: 0.010680735111236572 time: 2:28:51.951837
- B/E: 120 / 67 , Gen_loss: -0.34476584 MI_loss: 21.095886 Detection error: 0.010679244995117188 time: 2:28:52.811973
- B/E: 121 / 67 , Gen_loss: -0.3540575 MI_loss: 21.429047 Detection error: 0.010684192180633545 time: 2:28:53.770478
- B/E: 122 / 67 , Gen_loss: -0.354091 MI_loss: 21.411709 Detection error: 0.010676324367523193 time: 2:28:54.554415
- B/E: 123 / 67 , Gen_loss: -0.35518947 MI_loss: 21.554337 Detection error: 0.01067739725112915 time: 2:28:55.305279
- B/E: 124 / 67 , Gen_loss: -0.3505401 MI_loss: 21.39753 Detection error: 0.01067650318145752 time: 2:28:56.175925
- B/E: 125 / 67 , Gen_loss: -0.35167706 MI_loss: 21.312037 Detection error: 0.010680317878723145 time: 2:28:57.031696
- B/E: 126 / 67 , Gen_loss: -0.3532506 MI_loss: 21.536922 Detection error: 0.01069265604019165 time: 2:28:57.890225
- B/E: 127 / 67 , Gen_loss: -0.35405856 MI_loss: 21.436176 Detection error: 0.010692358016967773 time: 2:28:58.749132
- B/E: 128 / 67 , Gen_loss: -0.3563139 MI_loss: 21.753122 Detection error: 0.010696232318878174 time: 2:28:59.608981
- B/E: 129 / 67 , Gen_loss: -0.35324878 MI_loss: 21.611603 Detection error: 0.010702431201934814 time: 2:29:00.465454
- B/E: 130 / 67 , Gen_loss: -0.3545482 MI_loss: 21.478739 Detection error: 0.010714232921600342 time: 2:29:01.323516
- B/E: 131 / 67 , Gen_loss: -0.35905206 MI_loss: 21.767288 Detection error: 0.010714232921600342 time: 2:29:02.188019
- B/E: 132 / 67 , Gen_loss: -0.35118702 MI_loss: 21.38264 Detection error: 0.01071310043334961 time: 2:29:03.046673
- B/E: 133 / 67 , Gen_loss: -0.34488213 MI_loss: 20.846928 Detection error: 0.010721325874328613 time: 2:29:03.913344
- B/E: 134 / 67 , Gen_loss: -0.35054013 MI_loss: 21.468742 Detection error: 0.01072317361831665 time: 2:29:04.704203
- B/E: 135 / 67 , Gen_loss: -0.34504247 MI_loss: 20.748917 Detection error: 0.01072704792022705 time: 2:29:05.471009
- B/E: 136 / 67 , Gen_loss: -0.35211748 MI_loss: 21.41503 Detection error: 0.010728776454925537 time: 2:29:06.228830
- B/E: 137 / 67 , Gen_loss: -0.35059234 MI_loss: 21.200369 Detection error: 0.010733246803283691 time: 2:29:07.068349
- B/E: 138 / 67 , Gen_loss: -0.35522762 MI_loss: 21.554663 Detection error: 0.010735392570495605 time: 2:29:07.915476
- B/E: 139 / 67 , Gen_loss: -0.35082185 MI_loss: 21.197557 Detection error: 0.010740876197814941 time: 2:29:08.704305
- B/E: 140 / 67 , Gen_loss: -0.34787408 MI_loss: 21.172329 Detection error: 0.010745346546173096 time: 2:29:09.496534
- B/E: 141 / 67 , Gen_loss: -0.35357028 MI_loss: 21.394691 Detection error: 0.01073765754699707 time: 2:29:10.247373
- B/E: 142 / 67 , Gen_loss: -0.34849754 MI_loss: 21.073616 Detection error: 0.010735571384429932 time: 2:29:10.999348
- B/E: 143 / 67 , Gen_loss: -0.35714832 MI_loss: 21.567806 Detection error: 0.01073157787322998 time: 2:29:11.857280
- B/E: 144 / 67 , Gen_loss: -0.34734055 MI_loss: 21.068226 Detection error: 0.01073920726776123 time: 2:29:12.713663
- B/E: 145 / 67 , Gen_loss: -0.34841454 MI_loss: 21.05707 Detection error: 0.010744035243988037 time: 2:29:13.577441
- B/E: 146 / 67 , Gen_loss: -0.33676535 MI_loss: 20.42946 Detection error: 0.010747253894805908 time: 2:29:14.393887
- B/E: 147 / 67 , Gen_loss: -0.35944045 MI_loss: 21.760723 Detection error: 0.01074749231338501 time: 2:29:15.145132
- B/E: 148 / 67 , Gen_loss: -0.3532822 MI_loss: 21.458601 Detection error: 0.01074892282485962 time: 2:29:15.918963
- B/E: 149 / 67 , Gen_loss: -0.3551465 MI_loss: 21.621021 Detection error: 0.010757088661193848 time: 2:29:16.674288
-
- Test Loss: 11.243163 Test Error: 0.011158347129821777
- -----
- EPOCH: 68
- B/E: 0 / 68 , Gen_loss: -0.34890267 MI_loss: 21.198675 Detection error: 0.011312484741210938 time: 2:29:18.671420
- B/E: 1 / 68 , Gen_loss: -0.33024728 MI_loss: 20.031897 Detection error: 0.012218773365020752 time: 2:29:27.773363
- B/E: 2 / 68 , Gen_loss: -0.3494382 MI_loss: 21.167023 Detection error: 0.011343777179718018 time: 2:29:28.766691
- B/E: 3 / 68 , Gen_loss: -0.33960515 MI_loss: 20.69119 Detection error: 0.01145315170288086 time: 2:29:29.637105
- B/E: 4 / 68 , Gen_loss: -0.3381448 MI_loss: 20.505495 Detection error: 0.01123124361038208 time: 2:29:30.498384
- B/E: 5 / 68 , Gen_loss: -0.34880555 MI_loss: 21.226723 Detection error: 0.011187493801116943 time: 2:29:31.359732
- B/E: 6 / 68 , Gen_loss: -0.33852375 MI_loss: 20.570593 Detection error: 0.011196434497833252 time: 2:29:32.223086
- B/E: 7 / 68 , Gen_loss: -0.35843965 MI_loss: 21.844837 Detection error: 0.011246085166931152 time: 2:29:33.083276
- B/E: 8 / 68 , Gen_loss: -0.3498653 MI_loss: 21.08009 Detection error: 0.011104166507720947 time: 2:29:33.864162
- B/E: 9 / 68 , Gen_loss: -0.34555572 MI_loss: 21.062735 Detection error: 0.011021852493286133 time: 2:29:34.614981
- B/E: 10 / 68 , Gen_loss: -0.35059562 MI_loss: 21.146076 Detection error: 0.01096874475479126 time: 2:29:35.447523
- B/E: 11 / 68 , Gen_loss: -0.33953306 MI_loss: 20.552536 Detection error: 0.011020839214324951 time: 2:29:36.310002
- B/E: 12 / 68 , Gen_loss: -0.35856885 MI_loss: 21.737484 Detection error: 0.011064887046813965 time: 2:29:37.170339
- B/E: 13 / 68 , Gen_loss: -0.3501983 MI_loss: 21.349094 Detection error: 0.01106029748916626 time: 2:29:38.030496
- B/E: 14 / 68 , Gen_loss: -0.35438874 MI_loss: 21.468525 Detection error: 0.011052072048187256 time: 2:29:38.920918
- B/E: 15 / 68 , Gen_loss: -0.3573785 MI_loss: 21.697317 Detection error: 0.011015653610229492 time: 2:29:39.779193
- B/E: 16 / 68 , Gen_loss: -0.3513875 MI_loss: 21.105606 Detection error: 0.010937511920928955 time: 2:29:40.638590
- B/E: 17 / 68 , Gen_loss: -0.33949783 MI_loss: 20.619604 Detection error: 0.010920166969299316 time: 2:29:41.486520
- B/E: 18 / 68 , Gen_loss: -0.36103263 MI_loss: 21.771553 Detection error: 0.010837197303771973 time: 2:29:42.335178
- B/E: 19 / 68 , Gen_loss: -0.35439762 MI_loss: 21.422266 Detection error: 0.01083904504776001 time: 2:29:43.097951
- B/E: 20 / 68 , Gen_loss: -0.3503888 MI_loss: 21.034878 Detection error: 0.010830342769622803 time: 2:29:43.937368
- B/E: 21 / 68 , Gen_loss: -0.34374088 MI_loss: 20.965477 Detection error: 0.010862231254577637 time: 2:29:44.795976
- B/E: 22 / 68 , Gen_loss: -0.3502717 MI_loss: 21.103844 Detection error: 0.010830163955688477 time: 2:29:45.656781
- B/E: 23 / 68 , Gen_loss: -0.3456165 MI_loss: 20.938297 Detection error: 0.010825514793395996 time: 2:29:46.519238
- B/E: 24 / 68 , Gen_loss: -0.35707188 MI_loss: 21.589855 Detection error: 0.010803759098052979 time: 2:29:47.378872
- B/E: 25 / 68 , Gen_loss: -0.3461286 MI_loss: 20.961258 Detection error: 0.0108184814453125 time: 2:29:48.237707
- B/E: 26 / 68 , Gen_loss: -0.3579516 MI_loss: 21.785645 Detection error: 0.010887742042541504 time: 2:29:49.008901
- B/E: 27 / 68 , Gen_loss: -0.3503849 MI_loss: 21.409937 Detection error: 0.010853767395019531 time: 2:29:49.772957
- B/E: 28 / 68 , Gen_loss: -0.34216505 MI_loss: 20.842793 Detection error: 0.0108717679977417 time: 2:29:50.525919
- B/E: 29 / 68 , Gen_loss: -0.34745172 MI_loss: 21.12619 Detection error: 0.010892689228057861 time: 2:29:51.361436
- B/E: 30 / 68 , Gen_loss: -0.35163578 MI_loss: 21.38329 Detection error: 0.010839700698852539 time: 2:29:52.171592
- B/E: 31 / 68 , Gen_loss: -0.3534992 MI_loss: 21.388506 Detection error: 0.010817408561706543 time: 2:29:53.014084
- B/E: 32 / 68 , Gen_loss: -0.3448166 MI_loss: 20.877216 Detection error: 0.01081627607345581 time: 2:29:53.921712
- B/E: 33 / 68 , Gen_loss: -0.35145766 MI_loss: 21.245434 Detection error: 0.010800540447235107 time: 2:29:54.782068
- B/E: 34 / 68 , Gen_loss: -0.33977377 MI_loss: 20.59217 Detection error: 0.010812520980834961 time: 2:29:55.647143
- B/E: 35 / 68 , Gen_loss: -0.34995863 MI_loss: 21.18288 Detection error: 0.01078122854232788 time: 2:29:56.507230
- B/E: 36 / 68 , Gen_loss: -0.35524958 MI_loss: 21.512108 Detection error: 0.010792255401611328 time: 2:29:57.388742
- B/E: 37 / 68 , Gen_loss: -0.34495437 MI_loss: 20.866335 Detection error: 0.010768115520477295 time: 2:29:58.245827
- B/E: 38 / 68 , Gen_loss: -0.34724727 MI_loss: 21.148804 Detection error: 0.010778844356536865 time: 2:29:59.106631
- B/E: 39 / 68 , Gen_loss: -0.34884164 MI_loss: 20.984682 Detection error: 0.010764837265014648 time: 2:30:00.310926
- B/E: 40 / 68 , Gen_loss: -0.3524028 MI_loss: 21.38309 Detection error: 0.010762929916381836 time: 2:30:01.096776
- B/E: 41 / 68 , Gen_loss: -0.3624375 MI_loss: 21.90971 Detection error: 0.01075965166091919 time: 2:30:01.853278
- B/E: 42 / 68 , Gen_loss: -0.34682298 MI_loss: 21.01228 Detection error: 0.010743439197540283 time: 2:30:02.610565
- B/E: 43 / 68 , Gen_loss: -0.35797292 MI_loss: 21.673658 Detection error: 0.010746419429779053 time: 2:30:03.367633
- B/E: 44 / 68 , Gen_loss: -0.34252247 MI_loss: 20.819992 Detection error: 0.010753452777862549 time: 2:30:04.126641
- B/E: 45 / 68 , Gen_loss: -0.35120445 MI_loss: 21.278719 Detection error: 0.010772407054901123 time: 2:30:04.883401
- B/E: 46 / 68 , Gen_loss: -0.3404321 MI_loss: 20.671516 Detection error: 0.0107765793800354 time: 2:30:05.796345
- B/E: 47 / 68 , Gen_loss: -0.3540694 MI_loss: 21.35976 Detection error: 0.01076364517211914 time: 2:30:06.686344
- B/E: 48 / 68 , Gen_loss: -0.34565955 MI_loss: 20.948761 Detection error: 0.010785698890686035 time: 2:30:07.699161
- B/E: 49 / 68 , Gen_loss: -0.35332072 MI_loss: 21.550419 Detection error: 0.010793149471282959 time: 2:30:08.609191
- B/E: 50 / 68 , Gen_loss: -0.35390937 MI_loss: 21.480997 Detection error: 0.010787367820739746 time: 2:30:09.378066
- B/E: 51 / 68 , Gen_loss: -0.3621158 MI_loss: 22.169365 Detection error: 0.010801076889038086 time: 2:30:10.224543
- B/E: 52 / 68 , Gen_loss: -0.3524723 MI_loss: 21.519878 Detection error: 0.010796010494232178 time: 2:30:11.047420
- B/E: 53 / 68 , Gen_loss: -0.35256484 MI_loss: 21.429554 Detection error: 0.010800361633300781 time: 2:30:11.876880
- B/E: 54 / 68 , Gen_loss: -0.3560464 MI_loss: 21.445486 Detection error: 0.010785818099975586 time: 2:30:12.737031
- B/E: 55 / 68 , Gen_loss: -0.35095787 MI_loss: 21.347948 Detection error: 0.010770618915557861 time: 2:30:13.596008
- B/E: 56 / 68 , Gen_loss: -0.34819698 MI_loss: 20.985209 Detection error: 0.010749995708465576 time: 2:30:14.380985
- B/E: 57 / 68 , Gen_loss: -0.3627362 MI_loss: 21.874332 Detection error: 0.01074516773223877 time: 2:30:15.131606
- B/E: 58 / 68 , Gen_loss: -0.355709 MI_loss: 21.547283 Detection error: 0.01073676347732544 time: 2:30:15.909762
- B/E: 59 / 68 , Gen_loss: -0.3453967 MI_loss: 21.06654 Detection error: 0.01076042652130127 time: 2:30:16.660890
- B/E: 60 / 68 , Gen_loss: -0.35320693 MI_loss: 21.225895 Detection error: 0.0107535719871521 time: 2:30:17.423978
- B/E: 61 / 68 , Gen_loss: -0.36065713 MI_loss: 21.966728 Detection error: 0.010748505592346191 time: 2:30:18.177853
- B/E: 62 / 68 , Gen_loss: -0.36226666 MI_loss: 22.070927 Detection error: 0.010748982429504395 time: 2:30:18.928986
- B/E: 63 / 68 , Gen_loss: -0.3425315 MI_loss: 20.697144 Detection error: 0.010756373405456543 time: 2:30:19.774572
- B/E: 64 / 68 , Gen_loss: -0.35004115 MI_loss: 21.186842 Detection error: 0.010743260383605957 time: 2:30:20.526567
- B/E: 65 / 68 , Gen_loss: -0.35450104 MI_loss: 21.495539 Detection error: 0.010743856430053711 time: 2:30:21.278972
- B/E: 66 / 68 , Gen_loss: -0.35666198 MI_loss: 21.580423 Detection error: 0.010735511779785156 time: 2:30:22.029283
- B/E: 67 / 68 , Gen_loss: -0.3603533 MI_loss: 21.864712 Detection error: 0.01072472333908081 time: 2:30:22.782788
- B/E: 68 / 68 , Gen_loss: -0.35819116 MI_loss: 21.830797 Detection error: 0.010729610919952393 time: 2:30:23.556315
- B/E: 69 / 68 , Gen_loss: -0.34487256 MI_loss: 20.878746 Detection error: 0.01072990894317627 time: 2:30:24.308763
- B/E: 70 / 68 , Gen_loss: -0.35426396 MI_loss: 21.429825 Detection error: 0.010728001594543457 time: 2:30:25.160853
- B/E: 71 / 68 , Gen_loss: -0.34971523 MI_loss: 21.231413 Detection error: 0.010733485221862793 time: 2:30:26.018972
- B/E: 72 / 68 , Gen_loss: -0.3481571 MI_loss: 21.17633 Detection error: 0.010731160640716553 time: 2:30:26.878581
- B/E: 73 / 68 , Gen_loss: -0.35114884 MI_loss: 21.314476 Detection error: 0.010729730129241943 time: 2:30:27.731936
- B/E: 74 / 68 , Gen_loss: -0.34825015 MI_loss: 21.192684 Detection error: 0.010729610919952393 time: 2:30:28.495920
- B/E: 75 / 68 , Gen_loss: -0.36348093 MI_loss: 22.069048 Detection error: 0.010725319385528564 time: 2:30:29.268275
- B/E: 76 / 68 , Gen_loss: -0.34547573 MI_loss: 21.029518 Detection error: 0.010730922222137451 time: 2:30:30.028307
- B/E: 77 / 68 , Gen_loss: -0.3479125 MI_loss: 21.082573 Detection error: 0.010720372200012207 time: 2:30:30.798973
- B/E: 78 / 68 , Gen_loss: -0.35329416 MI_loss: 21.362225 Detection error: 0.01071476936340332 time: 2:30:31.553635
- B/E: 79 / 68 , Gen_loss: -0.34630316 MI_loss: 21.083817 Detection error: 0.010728120803833008 time: 2:30:32.410142
- B/E: 80 / 68 , Gen_loss: -0.35123542 MI_loss: 21.22918 Detection error: 0.010737240314483643 time: 2:30:33.164677
- B/E: 81 / 68 , Gen_loss: -0.3560241 MI_loss: 21.584097 Detection error: 0.010730206966400146 time: 2:30:34.002759
- B/E: 82 / 68 , Gen_loss: -0.34833848 MI_loss: 21.204803 Detection error: 0.010721385478973389 time: 2:30:34.862526
- B/E: 83 / 68 , Gen_loss: -0.34323007 MI_loss: 20.871786 Detection error: 0.010715782642364502 time: 2:30:35.723845
- B/E: 84 / 68 , Gen_loss: -0.35187578 MI_loss: 21.353365 Detection error: 0.01071840524673462 time: 2:30:36.571412
- B/E: 85 / 68 , Gen_loss: -0.35086086 MI_loss: 21.185074 Detection error: 0.010700225830078125 time: 2:30:37.323550
- B/E: 86 / 68 , Gen_loss: -0.35579917 MI_loss: 21.480139 Detection error: 0.010706186294555664 time: 2:30:38.074501
- B/E: 87 / 68 , Gen_loss: -0.35633242 MI_loss: 21.507593 Detection error: 0.010693192481994629 time: 2:30:38.828308
- B/E: 88 / 68 , Gen_loss: -0.35030866 MI_loss: 21.128696 Detection error: 0.010679781436920166 time: 2:30:39.578613
- B/E: 89 / 68 , Gen_loss: -0.34599802 MI_loss: 20.990602 Detection error: 0.010697245597839355 time: 2:30:40.333071
- B/E: 90 / 68 , Gen_loss: -0.35738635 MI_loss: 21.535297 Detection error: 0.0106889009475708 time: 2:30:41.166296
- B/E: 91 / 68 , Gen_loss: -0.34404835 MI_loss: 20.849813 Detection error: 0.010693967342376709 time: 2:30:42.022116
- B/E: 92 / 68 , Gen_loss: -0.34850794 MI_loss: 21.081984 Detection error: 0.010687172412872314 time: 2:30:42.882970
- B/E: 93 / 68 , Gen_loss: -0.3481076 MI_loss: 21.299767 Detection error: 0.010677874088287354 time: 2:30:43.662063
- B/E: 94 / 68 , Gen_loss: -0.34660724 MI_loss: 21.12646 Detection error: 0.010695695877075195 time: 2:30:44.479149
- B/E: 95 / 68 , Gen_loss: -0.35155296 MI_loss: 21.465195 Detection error: 0.010699570178985596 time: 2:30:45.420081
- B/E: 96 / 68 , Gen_loss: -0.33870667 MI_loss: 20.585192 Detection error: 0.010693967342376709 time: 2:30:46.281347
- B/E: 97 / 68 , Gen_loss: -0.35640588 MI_loss: 21.78112 Detection error: 0.010682404041290283 time: 2:30:47.140843
- B/E: 98 / 68 , Gen_loss: -0.3581648 MI_loss: 21.587353 Detection error: 0.010671377182006836 time: 2:30:48.001033
- B/E: 99 / 68 , Gen_loss: -0.35122162 MI_loss: 21.282694 Detection error: 0.010672211647033691 time: 2:30:48.860560
- B/E: 100 / 68 , Gen_loss: -0.34907657 MI_loss: 21.286345 Detection error: 0.010676681995391846 time: 2:30:49.645339
- B/E: 101 / 68 , Gen_loss: -0.3480315 MI_loss: 21.120811 Detection error: 0.010677993297576904 time: 2:30:50.514498
- B/E: 102 / 68 , Gen_loss: -0.35170537 MI_loss: 21.43348 Detection error: 0.010682940483093262 time: 2:30:51.370707
- B/E: 103 / 68 , Gen_loss: -0.35628748 MI_loss: 21.69121 Detection error: 0.01067817211151123 time: 2:30:52.227482
- B/E: 104 / 68 , Gen_loss: -0.35332608 MI_loss: 21.420069 Detection error: 0.010681867599487305 time: 2:30:53.086482
- B/E: 105 / 68 , Gen_loss: -0.3543733 MI_loss: 21.47564 Detection error: 0.010674238204956055 time: 2:30:53.898597
- B/E: 106 / 68 , Gen_loss: -0.35252693 MI_loss: 21.270117 Detection error: 0.010679900646209717 time: 2:30:54.659638
- B/E: 107 / 68 , Gen_loss: -0.3589586 MI_loss: 21.917467 Detection error: 0.010688066482543945 time: 2:30:55.410483
- B/E: 108 / 68 , Gen_loss: -0.35226768 MI_loss: 21.311817 Detection error: 0.010689795017242432 time: 2:30:56.160734
- B/E: 109 / 68 , Gen_loss: -0.35918352 MI_loss: 21.73747 Detection error: 0.01068723201751709 time: 2:30:56.911270
- B/E: 110 / 68 , Gen_loss: -0.34684366 MI_loss: 20.979897 Detection error: 0.010674536228179932 time: 2:30:57.676442
- B/E: 111 / 68 , Gen_loss: -0.35790014 MI_loss: 21.616562 Detection error: 0.010673284530639648 time: 2:30:58.548421
- B/E: 112 / 68 , Gen_loss: -0.357923 MI_loss: 21.65238 Detection error: 0.010670363903045654 time: 2:30:59.300635
- B/E: 113 / 68 , Gen_loss: -0.35660988 MI_loss: 21.511559 Detection error: 0.01067352294921875 time: 2:31:00.052013
- B/E: 114 / 68 , Gen_loss: -0.3410919 MI_loss: 20.699463 Detection error: 0.01068204641342163 time: 2:31:00.820571
- B/E: 115 / 68 , Gen_loss: -0.35317737 MI_loss: 21.34852 Detection error: 0.010676980018615723 time: 2:31:01.586111
- B/E: 116 / 68 , Gen_loss: -0.3515446 MI_loss: 21.276781 Detection error: 0.010676562786102295 time: 2:31:02.339736
- B/E: 117 / 68 , Gen_loss: -0.3398613 MI_loss: 20.632326 Detection error: 0.01068192720413208 time: 2:31:03.166897
- B/E: 118 / 68 , Gen_loss: -0.3422902 MI_loss: 20.7851 Detection error: 0.010673344135284424 time: 2:31:04.032127
- B/E: 119 / 68 , Gen_loss: -0.3482712 MI_loss: 21.063381 Detection error: 0.010669291019439697 time: 2:31:04.809696
- B/E: 120 / 68 , Gen_loss: -0.35198995 MI_loss: 21.414537 Detection error: 0.010668933391571045 time: 2:31:05.565172
- B/E: 121 / 68 , Gen_loss: -0.35144684 MI_loss: 21.496973 Detection error: 0.010673940181732178 time: 2:31:06.379373
- B/E: 122 / 68 , Gen_loss: -0.3484604 MI_loss: 21.077301 Detection error: 0.010669946670532227 time: 2:31:07.128226
- B/E: 123 / 68 , Gen_loss: -0.35495546 MI_loss: 21.384705 Detection error: 0.010664582252502441 time: 2:31:07.907944
- B/E: 124 / 68 , Gen_loss: -0.35073078 MI_loss: 21.31365 Detection error: 0.010661721229553223 time: 2:31:08.661947
- B/E: 125 / 68 , Gen_loss: -0.3457507 MI_loss: 21.018864 Detection error: 0.010667681694030762 time: 2:31:09.532576
- B/E: 126 / 68 , Gen_loss: -0.3349801 MI_loss: 20.486654 Detection error: 0.010675907135009766 time: 2:31:10.393101
- B/E: 127 / 68 , Gen_loss: -0.3386701 MI_loss: 20.725695 Detection error: 0.010675787925720215 time: 2:31:11.356277
- B/E: 128 / 68 , Gen_loss: -0.35385907 MI_loss: 21.501879 Detection error: 0.010679483413696289 time: 2:31:12.145269
- B/E: 129 / 68 , Gen_loss: -0.35484043 MI_loss: 21.645575 Detection error: 0.010686039924621582 time: 2:31:12.899626
- B/E: 130 / 68 , Gen_loss: -0.3494982 MI_loss: 21.102135 Detection error: 0.01069420576095581 time: 2:31:13.650826
- B/E: 131 / 68 , Gen_loss: -0.35022408 MI_loss: 21.223087 Detection error: 0.010699808597564697 time: 2:31:14.424520
- B/E: 132 / 68 , Gen_loss: -0.3500435 MI_loss: 21.21416 Detection error: 0.01070016622543335 time: 2:31:15.289507
- B/E: 133 / 68 , Gen_loss: -0.35312295 MI_loss: 21.40708 Detection error: 0.010705232620239258 time: 2:31:16.152700
- B/E: 134 / 68 , Gen_loss: -0.3534089 MI_loss: 21.48936 Detection error: 0.010713636875152588 time: 2:31:17.012458
- B/E: 135 / 68 , Gen_loss: -0.34915143 MI_loss: 21.070946 Detection error: 0.010715782642364502 time: 2:31:17.870061
- B/E: 136 / 68 , Gen_loss: -0.3481946 MI_loss: 21.283031 Detection error: 0.010717153549194336 time: 2:31:18.727678
- B/E: 137 / 68 , Gen_loss: -0.35072866 MI_loss: 21.25775 Detection error: 0.010719001293182373 time: 2:31:19.584553
- B/E: 138 / 68 , Gen_loss: -0.35914627 MI_loss: 21.789854 Detection error: 0.01072007417678833 time: 2:31:20.394801
- B/E: 139 / 68 , Gen_loss: -0.35281187 MI_loss: 21.480394 Detection error: 0.010727226734161377 time: 2:31:21.208180
- B/E: 140 / 68 , Gen_loss: -0.35675082 MI_loss: 21.60531 Detection error: 0.01072472333908081 time: 2:31:21.991518
- B/E: 141 / 68 , Gen_loss: -0.34571716 MI_loss: 20.863487 Detection error: 0.01072007417678833 time: 2:31:22.740121
- B/E: 142 / 68 , Gen_loss: -0.36007327 MI_loss: 21.708706 Detection error: 0.0107191801071167 time: 2:31:23.495561
- B/E: 143 / 68 , Gen_loss: -0.36572608 MI_loss: 22.174858 Detection error: 0.010718345642089844 time: 2:31:24.434244
- B/E: 144 / 68 , Gen_loss: -0.34798688 MI_loss: 21.086538 Detection error: 0.010726749897003174 time: 2:31:25.224430
- B/E: 145 / 68 , Gen_loss: -0.3457462 MI_loss: 20.873426 Detection error: 0.010727107524871826 time: 2:31:26.013136
- B/E: 146 / 68 , Gen_loss: -0.35468695 MI_loss: 21.458086 Detection error: 0.010726630687713623 time: 2:31:26.763513
- B/E: 147 / 68 , Gen_loss: -0.3548308 MI_loss: 21.60873 Detection error: 0.010730385780334473 time: 2:31:27.515663
- B/E: 148 / 68 , Gen_loss: -0.35394514 MI_loss: 21.568472 Detection error: 0.010734260082244873 time: 2:31:28.268916
- B/E: 149 / 68 , Gen_loss: -0.352435 MI_loss: 21.44205 Detection error: 0.010737299919128418 time: 2:31:29.027602
-
- Test Loss: 11.206813 Test Error: 0.011258304119110107
- -----
- EPOCH: 69
- B/E: 0 / 69 , Gen_loss: -0.34599867 MI_loss: 20.96765 Detection error: 0.012187480926513672 time: 2:31:30.900433
- B/E: 1 / 69 , Gen_loss: -0.32761875 MI_loss: 19.994545 Detection error: 0.012250006198883057 time: 2:31:39.996218
- B/E: 2 / 69 , Gen_loss: -0.34064248 MI_loss: 20.721882 Detection error: 0.011406242847442627 time: 2:31:40.902260
- B/E: 3 / 69 , Gen_loss: -0.33862117 MI_loss: 20.60181 Detection error: 0.011210918426513672 time: 2:31:41.686694
- B/E: 4 / 69 , Gen_loss: -0.34049818 MI_loss: 20.69959 Detection error: 0.01116877794265747 time: 2:31:42.453636
- B/E: 5 / 69 , Gen_loss: -0.34321934 MI_loss: 20.754883 Detection error: 0.011036455631256104 time: 2:31:43.315617
- B/E: 6 / 69 , Gen_loss: -0.3504199 MI_loss: 21.30417 Detection error: 0.011071443557739258 time: 2:31:44.082375
- B/E: 7 / 69 , Gen_loss: -0.35112682 MI_loss: 21.426863 Detection error: 0.011121094226837158 time: 2:31:44.830318
- B/E: 8 / 69 , Gen_loss: -0.34951457 MI_loss: 21.171007 Detection error: 0.01099306344985962 time: 2:31:45.579113
- B/E: 9 / 69 , Gen_loss: -0.35708073 MI_loss: 21.674576 Detection error: 0.010928153991699219 time: 2:31:46.329161
- B/E: 10 / 69 , Gen_loss: -0.35066557 MI_loss: 21.264145 Detection error: 0.010917603969573975 time: 2:31:47.096078
- B/E: 11 / 69 , Gen_loss: -0.36203542 MI_loss: 21.874397 Detection error: 0.01091146469116211 time: 2:31:47.858762
- B/E: 12 / 69 , Gen_loss: -0.35901248 MI_loss: 21.80731 Detection error: 0.010954320430755615 time: 2:31:48.614360
- B/E: 13 / 69 , Gen_loss: -0.35373318 MI_loss: 21.641485 Detection error: 0.010930776596069336 time: 2:31:49.408581
- B/E: 14 / 69 , Gen_loss: -0.33728144 MI_loss: 20.437122 Detection error: 0.010933339595794678 time: 2:31:50.218337
- B/E: 15 / 69 , Gen_loss: -0.34759825 MI_loss: 21.014585 Detection error: 0.010917961597442627 time: 2:31:50.968596
- B/E: 16 / 69 , Gen_loss: -0.3494418 MI_loss: 21.00917 Detection error: 0.010841906070709229 time: 2:31:51.722307
- B/E: 17 / 69 , Gen_loss: -0.3539384 MI_loss: 21.2418 Detection error: 0.010809004306793213 time: 2:31:52.479633
- B/E: 18 / 69 , Gen_loss: -0.33906808 MI_loss: 20.548798 Detection error: 0.010786175727844238 time: 2:31:53.230438
- B/E: 19 / 69 , Gen_loss: -0.34497312 MI_loss: 20.99752 Detection error: 0.010790646076202393 time: 2:31:53.983157
- B/E: 20 / 69 , Gen_loss: -0.35309097 MI_loss: 21.372484 Detection error: 0.010803580284118652 time: 2:31:54.890702
- B/E: 21 / 69 , Gen_loss: -0.35379088 MI_loss: 21.57088 Detection error: 0.010801136493682861 time: 2:31:55.750437
- B/E: 22 / 69 , Gen_loss: -0.35482723 MI_loss: 21.512669 Detection error: 0.010778546333312988 time: 2:31:56.613895
- B/E: 23 / 69 , Gen_loss: -0.36537457 MI_loss: 22.042393 Detection error: 0.010743498802185059 time: 2:31:57.379963
- B/E: 24 / 69 , Gen_loss: -0.3466946 MI_loss: 20.965237 Detection error: 0.010742485523223877 time: 2:31:58.134264
- B/E: 25 / 69 , Gen_loss: -0.3483097 MI_loss: 20.897993 Detection error: 0.010763227939605713 time: 2:31:58.888954
- B/E: 26 / 69 , Gen_loss: -0.3498731 MI_loss: 21.511024 Detection error: 0.010815978050231934 time: 2:31:59.764126
- B/E: 27 / 69 , Gen_loss: -0.352257 MI_loss: 21.28128 Detection error: 0.010820329189300537 time: 2:32:00.623250
- B/E: 28 / 69 , Gen_loss: -0.359512 MI_loss: 21.774532 Detection error: 0.010815739631652832 time: 2:32:01.484072
- B/E: 29 / 69 , Gen_loss: -0.36021698 MI_loss: 21.846289 Detection error: 0.010823965072631836 time: 2:32:02.346554
- B/E: 30 / 69 , Gen_loss: -0.35543263 MI_loss: 21.502684 Detection error: 0.01079636812210083 time: 2:32:03.208474
- B/E: 31 / 69 , Gen_loss: -0.34601647 MI_loss: 21.017607 Detection error: 0.010779321193695068 time: 2:32:03.992752
- B/E: 32 / 69 , Gen_loss: -0.35208473 MI_loss: 21.378452 Detection error: 0.010791659355163574 time: 2:32:04.741845
- B/E: 33 / 69 , Gen_loss: -0.33765364 MI_loss: 20.444302 Detection error: 0.010752737522125244 time: 2:32:05.492586
- B/E: 34 / 69 , Gen_loss: -0.3407946 MI_loss: 20.625828 Detection error: 0.010757148265838623 time: 2:32:06.343765
- B/E: 35 / 69 , Gen_loss: -0.3533052 MI_loss: 21.463615 Detection error: 0.01074308156967163 time: 2:32:07.202882
- B/E: 36 / 69 , Gen_loss: -0.3447843 MI_loss: 20.753508 Detection error: 0.010726332664489746 time: 2:32:08.148731
- B/E: 37 / 69 , Gen_loss: -0.34396666 MI_loss: 20.849607 Detection error: 0.010722875595092773 time: 2:32:08.977119
- B/E: 38 / 69 , Gen_loss: -0.3479927 MI_loss: 21.117134 Detection error: 0.01072835922241211 time: 2:32:09.758844
- B/E: 39 / 69 , Gen_loss: -0.34802413 MI_loss: 20.97762 Detection error: 0.010725796222686768 time: 2:32:10.589736
- B/E: 40 / 69 , Gen_loss: -0.3401131 MI_loss: 20.628077 Detection error: 0.010689020156860352 time: 2:32:11.447901
- B/E: 41 / 69 , Gen_loss: -0.34863862 MI_loss: 21.13694 Detection error: 0.010698676109313965 time: 2:32:12.306580
- B/E: 42 / 69 , Gen_loss: -0.3489087 MI_loss: 21.176353 Detection error: 0.010688245296478271 time: 2:32:13.186396
- B/E: 43 / 69 , Gen_loss: -0.35346186 MI_loss: 21.300014 Detection error: 0.010679006576538086 time: 2:32:14.046318
- B/E: 44 / 69 , Gen_loss: -0.3460612 MI_loss: 20.971998 Detection error: 0.010699987411499023 time: 2:32:14.905913
- B/E: 45 / 69 , Gen_loss: -0.35229293 MI_loss: 21.557924 Detection error: 0.010711967945098877 time: 2:32:15.763036
- B/E: 46 / 69 , Gen_loss: -0.3474216 MI_loss: 21.031698 Detection error: 0.010711431503295898 time: 2:32:16.619200
- B/E: 47 / 69 , Gen_loss: -0.35017052 MI_loss: 20.989296 Detection error: 0.010694026947021484 time: 2:32:17.486332
- B/E: 48 / 69 , Gen_loss: -0.35417488 MI_loss: 21.509033 Detection error: 0.010714948177337646 time: 2:32:18.343442
- B/E: 49 / 69 , Gen_loss: -0.3462796 MI_loss: 21.094276 Detection error: 0.010729372501373291 time: 2:32:19.201365
- B/E: 50 / 69 , Gen_loss: -0.35591727 MI_loss: 21.62008 Detection error: 0.010729789733886719 time: 2:32:20.058708
- B/E: 51 / 69 , Gen_loss: -0.35730627 MI_loss: 21.79264 Detection error: 0.010726571083068848 time: 2:32:20.921265
- B/E: 52 / 69 , Gen_loss: -0.34623215 MI_loss: 21.003803 Detection error: 0.010725796222686768 time: 2:32:21.878063
- B/E: 53 / 69 , Gen_loss: -0.36171424 MI_loss: 21.888592 Detection error: 0.01074594259262085 time: 2:32:22.739794
- B/E: 54 / 69 , Gen_loss: -0.35074022 MI_loss: 21.26916 Detection error: 0.010735809803009033 time: 2:32:23.601718
- B/E: 55 / 69 , Gen_loss: -0.35397232 MI_loss: 21.513466 Detection error: 0.01071929931640625 time: 2:32:24.462413
- B/E: 56 / 69 , Gen_loss: -0.34452674 MI_loss: 20.904142 Detection error: 0.010710000991821289 time: 2:32:25.320738
- B/E: 57 / 69 , Gen_loss: -0.35199043 MI_loss: 21.366032 Detection error: 0.010699868202209473 time: 2:32:26.179278
- B/E: 58 / 69 , Gen_loss: -0.3513505 MI_loss: 21.32073 Detection error: 0.010679006576538086 time: 2:32:27.041297
- B/E: 59 / 69 , Gen_loss: -0.35196003 MI_loss: 21.376484 Detection error: 0.0107041597366333 time: 2:32:27.901650
- B/E: 60 / 69 , Gen_loss: -0.34812564 MI_loss: 20.982845 Detection error: 0.010696232318878174 time: 2:32:28.763210
- B/E: 61 / 69 , Gen_loss: -0.34869608 MI_loss: 21.05537 Detection error: 0.010694563388824463 time: 2:32:29.560304
- B/E: 62 / 69 , Gen_loss: -0.35604078 MI_loss: 21.63238 Detection error: 0.010697901248931885 time: 2:32:30.311802
- B/E: 63 / 69 , Gen_loss: -0.35010797 MI_loss: 21.358675 Detection error: 0.010699689388275146 time: 2:32:31.086768
- B/E: 64 / 69 , Gen_loss: -0.3593862 MI_loss: 21.8993 Detection error: 0.010695219039916992 time: 2:32:31.955120
- B/E: 65 / 69 , Gen_loss: -0.34539205 MI_loss: 20.79331 Detection error: 0.010692715644836426 time: 2:32:32.812896
- B/E: 66 / 69 , Gen_loss: -0.36718833 MI_loss: 22.298992 Detection error: 0.010704278945922852 time: 2:32:33.668829
- B/E: 67 / 69 , Gen_loss: -0.35069296 MI_loss: 21.042526 Detection error: 0.010681986808776855 time: 2:32:34.529798
- B/E: 68 / 69 , Gen_loss: -0.34955353 MI_loss: 21.330727 Detection error: 0.010686159133911133 time: 2:32:35.476226
- B/E: 69 / 69 , Gen_loss: -0.3443947 MI_loss: 20.888556 Detection error: 0.010695099830627441 time: 2:32:36.335483
- B/E: 70 / 69 , Gen_loss: -0.34359565 MI_loss: 20.815361 Detection error: 0.010693669319152832 time: 2:32:37.193058
- B/E: 71 / 69 , Gen_loss: -0.3489329 MI_loss: 21.161331 Detection error: 0.010697901248931885 time: 2:32:38.062893
- B/E: 72 / 69 , Gen_loss: -0.3671327 MI_loss: 22.213854 Detection error: 0.010697364807128906 time: 2:32:38.920026
- B/E: 73 / 69 , Gen_loss: -0.3512637 MI_loss: 21.347597 Detection error: 0.010695099830627441 time: 2:32:39.779286
- B/E: 74 / 69 , Gen_loss: -0.34838784 MI_loss: 21.17663 Detection error: 0.010688304901123047 time: 2:32:40.637973
- B/E: 75 / 69 , Gen_loss: -0.3552466 MI_loss: 21.57992 Detection error: 0.010688304901123047 time: 2:32:41.528891
- B/E: 76 / 69 , Gen_loss: -0.3493595 MI_loss: 21.247107 Detection error: 0.010691583156585693 time: 2:32:42.389416
- B/E: 77 / 69 , Gen_loss: -0.35054198 MI_loss: 21.240057 Detection error: 0.010688304901123047 time: 2:32:43.248703
- B/E: 78 / 69 , Gen_loss: -0.357782 MI_loss: 21.684288 Detection error: 0.010685920715332031 time: 2:32:44.110836
- B/E: 79 / 69 , Gen_loss: -0.35526374 MI_loss: 21.51898 Detection error: 0.010699212551116943 time: 2:32:44.993110
- B/E: 80 / 69 , Gen_loss: -0.35165906 MI_loss: 21.317236 Detection error: 0.01071023941040039 time: 2:32:45.779806
- B/E: 81 / 69 , Gen_loss: -0.34097096 MI_loss: 20.687082 Detection error: 0.010708451271057129 time: 2:32:46.541781
- B/E: 82 / 69 , Gen_loss: -0.34622517 MI_loss: 20.981804 Detection error: 0.010699152946472168 time: 2:32:47.376746
- B/E: 83 / 69 , Gen_loss: -0.35273623 MI_loss: 21.29675 Detection error: 0.010698676109313965 time: 2:32:48.237933
- B/E: 84 / 69 , Gen_loss: -0.34042177 MI_loss: 20.536272 Detection error: 0.010695219039916992 time: 2:32:49.201062
- B/E: 85 / 69 , Gen_loss: -0.36144266 MI_loss: 21.882027 Detection error: 0.010674059391021729 time: 2:32:50.061351
- B/E: 86 / 69 , Gen_loss: -0.34578806 MI_loss: 21.040047 Detection error: 0.010675668716430664 time: 2:32:50.923946
- B/E: 87 / 69 , Gen_loss: -0.35219428 MI_loss: 21.320824 Detection error: 0.01066654920578003 time: 2:32:51.788435
- B/E: 88 / 69 , Gen_loss: -0.35435167 MI_loss: 21.369373 Detection error: 0.010655224323272705 time: 2:32:52.669370
- B/E: 89 / 69 , Gen_loss: -0.3484572 MI_loss: 21.292786 Detection error: 0.01066213846206665 time: 2:32:53.526330
- B/E: 90 / 69 , Gen_loss: -0.35475558 MI_loss: 21.512882 Detection error: 0.010663449764251709 time: 2:32:54.384754
- B/E: 91 / 69 , Gen_loss: -0.34409901 MI_loss: 20.818531 Detection error: 0.010668158531188965 time: 2:32:55.260391
- B/E: 92 / 69 , Gen_loss: -0.34342405 MI_loss: 20.77964 Detection error: 0.010657906532287598 time: 2:32:56.122109
- B/E: 93 / 69 , Gen_loss: -0.3431814 MI_loss: 20.834944 Detection error: 0.010656237602233887 time: 2:32:56.981832
- B/E: 94 / 69 , Gen_loss: -0.35347533 MI_loss: 21.611202 Detection error: 0.010672390460968018 time: 2:32:57.773716
- B/E: 95 / 69 , Gen_loss: -0.34239936 MI_loss: 20.808647 Detection error: 0.010677099227905273 time: 2:32:58.619038
- B/E: 96 / 69 , Gen_loss: -0.35094053 MI_loss: 21.293955 Detection error: 0.010670125484466553 time: 2:32:59.486601
- B/E: 97 / 69 , Gen_loss: -0.3552658 MI_loss: 21.439484 Detection error: 0.010659754276275635 time: 2:33:00.335089
- B/E: 98 / 69 , Gen_loss: -0.33620068 MI_loss: 20.305216 Detection error: 0.010648369789123535 time: 2:33:01.101143
- B/E: 99 / 69 , Gen_loss: -0.35858387 MI_loss: 21.708338 Detection error: 0.01064842939376831 time: 2:33:01.854009
- B/E: 100 / 69 , Gen_loss: -0.34971142 MI_loss: 21.216135 Detection error: 0.010646641254425049 time: 2:33:02.725963
- B/E: 101 / 69 , Gen_loss: -0.35339847 MI_loss: 21.442377 Detection error: 0.010651946067810059 time: 2:33:03.476727
- B/E: 102 / 69 , Gen_loss: -0.35516894 MI_loss: 21.561895 Detection error: 0.010656535625457764 time: 2:33:04.355258
- B/E: 103 / 69 , Gen_loss: -0.34966323 MI_loss: 21.22272 Detection error: 0.01065295934677124 time: 2:33:05.220456
- B/E: 104 / 69 , Gen_loss: -0.351237 MI_loss: 21.164373 Detection error: 0.010658323764801025 time: 2:33:05.997696
- B/E: 105 / 69 , Gen_loss: -0.3415674 MI_loss: 20.830933 Detection error: 0.010656535625457764 time: 2:33:06.747739
- B/E: 106 / 69 , Gen_loss: -0.34770367 MI_loss: 21.180134 Detection error: 0.010664403438568115 time: 2:33:07.500444
- B/E: 107 / 69 , Gen_loss: -0.35806534 MI_loss: 21.761333 Detection error: 0.01066666841506958 time: 2:33:08.347996
- B/E: 108 / 69 , Gen_loss: -0.34774157 MI_loss: 21.194729 Detection error: 0.010673761367797852 time: 2:33:09.213429
- B/E: 109 / 69 , Gen_loss: -0.3591305 MI_loss: 21.640612 Detection error: 0.010666489601135254 time: 2:33:10.082833
- B/E: 110 / 69 , Gen_loss: -0.3508253 MI_loss: 21.094303 Detection error: 0.010657966136932373 time: 2:33:10.942006
- B/E: 111 / 69 , Gen_loss: -0.36111033 MI_loss: 21.821608 Detection error: 0.010652601718902588 time: 2:33:11.801872
- B/E: 112 / 69 , Gen_loss: -0.3505711 MI_loss: 21.140194 Detection error: 0.010652124881744385 time: 2:33:12.676858
- B/E: 113 / 69 , Gen_loss: -0.36168036 MI_loss: 22.01183 Detection error: 0.010657072067260742 time: 2:33:13.575501
- B/E: 114 / 69 , Gen_loss: -0.356908 MI_loss: 21.78256 Detection error: 0.01066523790359497 time: 2:33:14.433625
- B/E: 115 / 69 , Gen_loss: -0.36047044 MI_loss: 21.713627 Detection error: 0.01066136360168457 time: 2:33:15.292718
- B/E: 116 / 69 , Gen_loss: -0.34728903 MI_loss: 21.132072 Detection error: 0.010662376880645752 time: 2:33:16.250726
- B/E: 117 / 69 , Gen_loss: -0.34629557 MI_loss: 21.120281 Detection error: 0.01066499948501587 time: 2:33:17.110509
- B/E: 118 / 69 , Gen_loss: -0.35750875 MI_loss: 21.594715 Detection error: 0.010658323764801025 time: 2:33:17.915943
- B/E: 119 / 69 , Gen_loss: -0.35517627 MI_loss: 21.46475 Detection error: 0.01065075397491455 time: 2:33:18.757990
- B/E: 120 / 69 , Gen_loss: -0.34435195 MI_loss: 21.01585 Detection error: 0.010648787021636963 time: 2:33:19.558974
- B/E: 121 / 69 , Gen_loss: -0.34976634 MI_loss: 21.175005 Detection error: 0.010655224323272705 time: 2:33:20.392708
- B/E: 122 / 69 , Gen_loss: -0.35287213 MI_loss: 21.458899 Detection error: 0.010649919509887695 time: 2:33:21.249667
- B/E: 123 / 69 , Gen_loss: -0.35913277 MI_loss: 21.591356 Detection error: 0.010640859603881836 time: 2:33:22.107281
- B/E: 124 / 69 , Gen_loss: -0.352367 MI_loss: 21.467571 Detection error: 0.010645747184753418 time: 2:33:22.966523
- B/E: 125 / 69 , Gen_loss: -0.34592223 MI_loss: 20.927694 Detection error: 0.010650813579559326 time: 2:33:23.829040
- B/E: 126 / 69 , Gen_loss: -0.3556977 MI_loss: 21.58865 Detection error: 0.010653078556060791 time: 2:33:24.690458
- B/E: 127 / 69 , Gen_loss: -0.3433717 MI_loss: 20.852108 Detection error: 0.01065915822982788 time: 2:33:25.550962
- B/E: 128 / 69 , Gen_loss: -0.3511976 MI_loss: 21.393127 Detection error: 0.010665953159332275 time: 2:33:26.412800
- B/E: 129 / 69 , Gen_loss: -0.35966027 MI_loss: 21.92498 Detection error: 0.010671138763427734 time: 2:33:27.278922
- B/E: 130 / 69 , Gen_loss: -0.3562867 MI_loss: 21.633595 Detection error: 0.010677456855773926 time: 2:33:28.137792
- B/E: 131 / 69 , Gen_loss: -0.35782418 MI_loss: 21.703014 Detection error: 0.010680854320526123 time: 2:33:28.997369
- B/E: 132 / 69 , Gen_loss: -0.3556764 MI_loss: 21.673687 Detection error: 0.010680675506591797 time: 2:33:29.882137
- B/E: 133 / 69 , Gen_loss: -0.34953257 MI_loss: 21.228546 Detection error: 0.010687947273254395 time: 2:33:30.639747
- B/E: 134 / 69 , Gen_loss: -0.3459478 MI_loss: 21.01363 Detection error: 0.01069629192352295 time: 2:33:31.394219
- B/E: 135 / 69 , Gen_loss: -0.3641922 MI_loss: 22.14443 Detection error: 0.010695099830627441 time: 2:33:32.168826
- B/E: 136 / 69 , Gen_loss: -0.34961122 MI_loss: 21.236889 Detection error: 0.010698199272155762 time: 2:33:32.920991
- B/E: 137 / 69 , Gen_loss: -0.35487992 MI_loss: 21.508574 Detection error: 0.01070404052734375 time: 2:33:33.670277
- B/E: 138 / 69 , Gen_loss: -0.35278916 MI_loss: 21.486689 Detection error: 0.0107041597366333 time: 2:33:34.426638
- B/E: 139 / 69 , Gen_loss: -0.35854328 MI_loss: 21.784554 Detection error: 0.010712265968322754 time: 2:33:35.190247
- B/E: 140 / 69 , Gen_loss: -0.3511589 MI_loss: 21.460224 Detection error: 0.01071631908416748 time: 2:33:35.941400
- B/E: 141 / 69 , Gen_loss: -0.35290587 MI_loss: 21.235596 Detection error: 0.010707318782806396 time: 2:33:36.697796
- B/E: 142 / 69 , Gen_loss: -0.3574452 MI_loss: 21.762463 Detection error: 0.010711967945098877 time: 2:33:37.572505
- B/E: 143 / 69 , Gen_loss: -0.35511163 MI_loss: 21.431728 Detection error: 0.010710954666137695 time: 2:33:38.428629
- B/E: 144 / 69 , Gen_loss: -0.34916776 MI_loss: 21.25231 Detection error: 0.010715723037719727 time: 2:33:39.285412
- B/E: 145 / 69 , Gen_loss: -0.3488236 MI_loss: 21.13373 Detection error: 0.010715782642364502 time: 2:33:40.160713
- B/E: 146 / 69 , Gen_loss: -0.34994435 MI_loss: 21.102991 Detection error: 0.010715126991271973 time: 2:33:41.024626
- B/E: 147 / 69 , Gen_loss: -0.36240056 MI_loss: 21.898956 Detection error: 0.010716617107391357 time: 2:33:41.887679
- B/E: 148 / 69 , Gen_loss: -0.34814855 MI_loss: 21.176302 Detection error: 0.010717272758483887 time: 2:33:42.834342
- B/E: 149 / 69 , Gen_loss: -0.35768786 MI_loss: 21.736082 Detection error: 0.010725855827331543 time: 2:33:43.690920
-
- Test Loss: 11.18153 Test Error: 0.011266648769378662
- -----
- EPOCH: 70
- B/E: 0 / 70 , Gen_loss: -0.34857094 MI_loss: 21.040182 Detection error: 0.011874973773956299 time: 2:33:45.639711
- B/E: 1 / 70 , Gen_loss: -0.3289134 MI_loss: 19.90431 Detection error: 0.012125015258789062 time: 2:33:54.895271
- B/E: 2 / 70 , Gen_loss: -0.34586063 MI_loss: 20.927341 Detection error: 0.011406242847442627 time: 2:33:55.766011
- B/E: 3 / 70 , Gen_loss: -0.3396672 MI_loss: 20.623703 Detection error: 0.011281251907348633 time: 2:33:56.636845
- B/E: 4 / 70 , Gen_loss: -0.342013 MI_loss: 20.868515 Detection error: 0.011212527751922607 time: 2:33:57.428361
- B/E: 5 / 70 , Gen_loss: -0.35309365 MI_loss: 21.511425 Detection error: 0.011109352111816406 time: 2:33:58.204959
- B/E: 6 / 70 , Gen_loss: -0.35054168 MI_loss: 21.267942 Detection error: 0.01114732027053833 time: 2:33:59.058854
- B/E: 7 / 70 , Gen_loss: -0.34611642 MI_loss: 21.104555 Detection error: 0.011164069175720215 time: 2:33:59.915697
- B/E: 8 / 70 , Gen_loss: -0.34111932 MI_loss: 20.579256 Detection error: 0.01096874475479126 time: 2:34:00.772650
- B/E: 9 / 70 , Gen_loss: -0.35451132 MI_loss: 21.623402 Detection error: 0.01090937852859497 time: 2:34:01.633866
- B/E: 10 / 70 , Gen_loss: -0.34947887 MI_loss: 21.31597 Detection error: 0.01089775562286377 time: 2:34:02.595343
- B/E: 11 / 70 , Gen_loss: -0.34578574 MI_loss: 20.893505 Detection error: 0.010924458503723145 time: 2:34:03.454442
- B/E: 12 / 70 , Gen_loss: -0.34510684 MI_loss: 20.899164 Detection error: 0.010944724082946777 time: 2:34:04.321307
- B/E: 13 / 70 , Gen_loss: -0.3518251 MI_loss: 21.317078 Detection error: 0.010971009731292725 time: 2:34:05.184822
- B/E: 14 / 70 , Gen_loss: -0.35897893 MI_loss: 21.81606 Detection error: 0.010902106761932373 time: 2:34:06.042421
- B/E: 15 / 70 , Gen_loss: -0.34788215 MI_loss: 21.153893 Detection error: 0.01091015338897705 time: 2:34:06.902917
- B/E: 16 / 70 , Gen_loss: -0.36126986 MI_loss: 21.78158 Detection error: 0.010832726955413818 time: 2:34:07.761204
- B/E: 17 / 70 , Gen_loss: -0.35413298 MI_loss: 21.46612 Detection error: 0.010810792446136475 time: 2:34:08.626162
- B/E: 18 / 70 , Gen_loss: -0.34340212 MI_loss: 20.901758 Detection error: 0.010766446590423584 time: 2:34:09.508365
- B/E: 19 / 70 , Gen_loss: -0.3485047 MI_loss: 21.058716 Detection error: 0.010753154754638672 time: 2:34:10.366115
- B/E: 20 / 70 , Gen_loss: -0.3530804 MI_loss: 21.387608 Detection error: 0.010770857334136963 time: 2:34:11.223444
- B/E: 21 / 70 , Gen_loss: -0.35379213 MI_loss: 21.510822 Detection error: 0.01079261302947998 time: 2:34:12.087138
- B/E: 22 / 70 , Gen_loss: -0.3607445 MI_loss: 21.852665 Detection error: 0.010739147663116455 time: 2:34:12.957774
- B/E: 23 / 70 , Gen_loss: -0.34719613 MI_loss: 20.947542 Detection error: 0.010765612125396729 time: 2:34:13.816143
- B/E: 24 / 70 , Gen_loss: -0.3565359 MI_loss: 21.570507 Detection error: 0.010756254196166992 time: 2:34:14.674589
- B/E: 25 / 70 , Gen_loss: -0.3472026 MI_loss: 21.018147 Detection error: 0.01073676347732544 time: 2:34:15.647721
- B/E: 26 / 70 , Gen_loss: -0.347107 MI_loss: 21.037436 Detection error: 0.01080322265625 time: 2:34:16.510330
- B/E: 27 / 70 , Gen_loss: -0.36106724 MI_loss: 22.068909 Detection error: 0.010791301727294922 time: 2:34:17.370315
- B/E: 28 / 70 , Gen_loss: -0.3549508 MI_loss: 21.57202 Detection error: 0.0108070969581604 time: 2:34:18.228649
- B/E: 29 / 70 , Gen_loss: -0.34484616 MI_loss: 20.95396 Detection error: 0.010805189609527588 time: 2:34:19.106201
- B/E: 30 / 70 , Gen_loss: -0.34103316 MI_loss: 20.552288 Detection error: 0.01077723503112793 time: 2:34:19.967429
- B/E: 31 / 70 , Gen_loss: -0.345799 MI_loss: 20.983217 Detection error: 0.010739266872406006 time: 2:34:20.826724
- B/E: 32 / 70 , Gen_loss: -0.34889498 MI_loss: 21.155895 Detection error: 0.010752856731414795 time: 2:34:21.687318
- B/E: 33 / 70 , Gen_loss: -0.3443085 MI_loss: 20.864424 Detection error: 0.010733485221862793 time: 2:34:22.555568
- B/E: 34 / 70 , Gen_loss: -0.34997132 MI_loss: 21.319845 Detection error: 0.01073300838470459 time: 2:34:23.416617
- B/E: 35 / 70 , Gen_loss: -0.3639132 MI_loss: 22.002111 Detection error: 0.01071178913116455 time: 2:34:24.278124
- B/E: 36 / 70 , Gen_loss: -0.35557067 MI_loss: 21.607933 Detection error: 0.010699331760406494 time: 2:34:25.134272
- B/E: 37 / 70 , Gen_loss: -0.34676352 MI_loss: 20.929129 Detection error: 0.01069408655166626 time: 2:34:25.990547
- B/E: 38 / 70 , Gen_loss: -0.35596797 MI_loss: 21.517029 Detection error: 0.010707557201385498 time: 2:34:26.875639
- B/E: 39 / 70 , Gen_loss: -0.35372916 MI_loss: 21.448538 Detection error: 0.010697662830352783 time: 2:34:27.655286
- B/E: 40 / 70 , Gen_loss: -0.3534135 MI_loss: 21.390152 Detection error: 0.010686755180358887 time: 2:34:28.407343
- B/E: 41 / 70 , Gen_loss: -0.35280132 MI_loss: 21.39085 Detection error: 0.010683059692382812 time: 2:34:29.255295
- B/E: 42 / 70 , Gen_loss: -0.35280222 MI_loss: 21.28107 Detection error: 0.010671496391296387 time: 2:34:30.010830
- B/E: 43 / 70 , Gen_loss: -0.35549355 MI_loss: 21.367199 Detection error: 0.010661959648132324 time: 2:34:30.763967
- B/E: 44 / 70 , Gen_loss: -0.35614896 MI_loss: 21.55573 Detection error: 0.010672211647033691 time: 2:34:31.516261
- B/E: 45 / 70 , Gen_loss: -0.35279897 MI_loss: 21.40545 Detection error: 0.010690867900848389 time: 2:34:32.268459
- B/E: 46 / 70 , Gen_loss: -0.3451396 MI_loss: 20.952047 Detection error: 0.010689496994018555 time: 2:34:33.026911
- B/E: 47 / 70 , Gen_loss: -0.35031393 MI_loss: 21.281647 Detection error: 0.010682940483093262 time: 2:34:33.779710
- B/E: 48 / 70 , Gen_loss: -0.3459723 MI_loss: 21.102528 Detection error: 0.010706603527069092 time: 2:34:34.535236
- B/E: 49 / 70 , Gen_loss: -0.34849578 MI_loss: 21.30011 Detection error: 0.010710597038269043 time: 2:34:35.288761
- B/E: 50 / 70 , Gen_loss: -0.3476492 MI_loss: 21.09906 Detection error: 0.010718166828155518 time: 2:34:36.104044
- B/E: 51 / 70 , Gen_loss: -0.3552572 MI_loss: 21.634693 Detection error: 0.010721743106842041 time: 2:34:36.970075
- B/E: 52 / 70 , Gen_loss: -0.34986553 MI_loss: 21.331156 Detection error: 0.010723471641540527 time: 2:34:37.825846
- B/E: 53 / 70 , Gen_loss: -0.36454266 MI_loss: 22.102 Detection error: 0.010722815990447998 time: 2:34:38.683273
- B/E: 54 / 70 , Gen_loss: -0.35159656 MI_loss: 21.279636 Detection error: 0.010721564292907715 time: 2:34:39.462663
- B/E: 55 / 70 , Gen_loss: -0.34607065 MI_loss: 20.976704 Detection error: 0.010713756084442139 time: 2:34:40.214833
- B/E: 56 / 70 , Gen_loss: -0.35408112 MI_loss: 21.544992 Detection error: 0.010686933994293213 time: 2:34:40.967047
- B/E: 57 / 70 , Gen_loss: -0.35834432 MI_loss: 21.850254 Detection error: 0.010684788227081299 time: 2:34:41.903636
- B/E: 58 / 70 , Gen_loss: -0.34289336 MI_loss: 20.71938 Detection error: 0.010667383670806885 time: 2:34:42.688784
- B/E: 59 / 70 , Gen_loss: -0.35073197 MI_loss: 21.351171 Detection error: 0.010690093040466309 time: 2:34:43.513058
- B/E: 60 / 70 , Gen_loss: -0.34485272 MI_loss: 20.889662 Detection error: 0.01068645715713501 time: 2:34:44.381010
- B/E: 61 / 70 , Gen_loss: -0.35015488 MI_loss: 21.25007 Detection error: 0.01068800687789917 time: 2:34:45.246915
- B/E: 62 / 70 , Gen_loss: -0.35716236 MI_loss: 21.656507 Detection error: 0.010689496994018555 time: 2:34:46.106763
- B/E: 63 / 70 , Gen_loss: -0.35590655 MI_loss: 21.663937 Detection error: 0.010700702667236328 time: 2:34:46.888031
- B/E: 64 / 70 , Gen_loss: -0.35460415 MI_loss: 21.572983 Detection error: 0.010690391063690186 time: 2:34:47.664414
- B/E: 65 / 70 , Gen_loss: -0.3532276 MI_loss: 21.3707 Detection error: 0.01069176197052002 time: 2:34:48.417316
- B/E: 66 / 70 , Gen_loss: -0.35912138 MI_loss: 21.917501 Detection error: 0.010689377784729004 time: 2:34:49.172736
- B/E: 67 / 70 , Gen_loss: -0.3597118 MI_loss: 21.661098 Detection error: 0.010673701763153076 time: 2:34:49.927104
- B/E: 68 / 70 , Gen_loss: -0.35342687 MI_loss: 21.466326 Detection error: 0.010676205158233643 time: 2:34:50.677651
- B/E: 69 / 70 , Gen_loss: -0.35433063 MI_loss: 21.58975 Detection error: 0.010681688785552979 time: 2:34:51.451272
- B/E: 70 / 70 , Gen_loss: -0.35847607 MI_loss: 21.737703 Detection error: 0.010686635971069336 time: 2:34:52.212890
- B/E: 71 / 70 , Gen_loss: -0.3405636 MI_loss: 20.671438 Detection error: 0.010697484016418457 time: 2:34:52.982303
- B/E: 72 / 70 , Gen_loss: -0.35226443 MI_loss: 21.574951 Detection error: 0.010694324970245361 time: 2:34:53.736141
- B/E: 73 / 70 , Gen_loss: -0.36082718 MI_loss: 22.019936 Detection error: 0.010686218738555908 time: 2:34:54.583633
- B/E: 74 / 70 , Gen_loss: -0.3599532 MI_loss: 22.067322 Detection error: 0.010685861110687256 time: 2:34:55.341556
- B/E: 75 / 70 , Gen_loss: -0.3476646 MI_loss: 21.149076 Detection error: 0.010681748390197754 time: 2:34:56.095303
- B/E: 76 / 70 , Gen_loss: -0.34016463 MI_loss: 20.474485 Detection error: 0.010684669017791748 time: 2:34:56.846505
- B/E: 77 / 70 , Gen_loss: -0.35308275 MI_loss: 21.454304 Detection error: 0.010673463344573975 time: 2:34:57.598719
- B/E: 78 / 70 , Gen_loss: -0.36325136 MI_loss: 21.883444 Detection error: 0.010670900344848633 time: 2:34:58.351377
- B/E: 79 / 70 , Gen_loss: -0.35273495 MI_loss: 21.403162 Detection error: 0.010682821273803711 time: 2:34:59.107380
- B/E: 80 / 70 , Gen_loss: -0.35420704 MI_loss: 21.551525 Detection error: 0.010697901248931885 time: 2:34:59.960264
- B/E: 81 / 70 , Gen_loss: -0.34910196 MI_loss: 21.095242 Detection error: 0.010686337947845459 time: 2:35:00.816486
- B/E: 82 / 70 , Gen_loss: -0.35416406 MI_loss: 21.410913 Detection error: 0.010678470134735107 time: 2:35:01.672663
- B/E: 83 / 70 , Gen_loss: -0.35125288 MI_loss: 21.331383 Detection error: 0.010683059692382812 time: 2:35:02.534550
- B/E: 84 / 70 , Gen_loss: -0.34627533 MI_loss: 21.133772 Detection error: 0.010678291320800781 time: 2:35:03.389980
- B/E: 85 / 70 , Gen_loss: -0.34205613 MI_loss: 20.812778 Detection error: 0.010664224624633789 time: 2:35:04.211015
- B/E: 86 / 70 , Gen_loss: -0.34455177 MI_loss: 20.923796 Detection error: 0.01066523790359497 time: 2:35:04.966543
- B/E: 87 / 70 , Gen_loss: -0.34498882 MI_loss: 20.9932 Detection error: 0.010652720928192139 time: 2:35:05.807101
- B/E: 88 / 70 , Gen_loss: -0.34919694 MI_loss: 21.184734 Detection error: 0.01063835620880127 time: 2:35:06.667883
- B/E: 89 / 70 , Gen_loss: -0.36387637 MI_loss: 22.204988 Detection error: 0.01065140962600708 time: 2:35:07.538003
- B/E: 90 / 70 , Gen_loss: -0.35395223 MI_loss: 21.335384 Detection error: 0.010648369789123535 time: 2:35:08.290773
- B/E: 91 / 70 , Gen_loss: -0.34874845 MI_loss: 21.30375 Detection error: 0.010654211044311523 time: 2:35:09.139262
- B/E: 92 / 70 , Gen_loss: -0.34531134 MI_loss: 20.93047 Detection error: 0.010645806789398193 time: 2:35:09.995802
- B/E: 93 / 70 , Gen_loss: -0.34369752 MI_loss: 20.966255 Detection error: 0.010636329650878906 time: 2:35:10.852583
- B/E: 94 / 70 , Gen_loss: -0.35945663 MI_loss: 21.85763 Detection error: 0.010656595230102539 time: 2:35:11.712529
- B/E: 95 / 70 , Gen_loss: -0.3541322 MI_loss: 21.602713 Detection error: 0.010657906532287598 time: 2:35:12.575893
- B/E: 96 / 70 , Gen_loss: -0.34441274 MI_loss: 20.900393 Detection error: 0.010656893253326416 time: 2:35:13.438568
- B/E: 97 / 70 , Gen_loss: -0.3545075 MI_loss: 21.437973 Detection error: 0.010644137859344482 time: 2:35:14.296869
- B/E: 98 / 70 , Gen_loss: -0.33853012 MI_loss: 20.411835 Detection error: 0.01063382625579834 time: 2:35:15.155958
- B/E: 99 / 70 , Gen_loss: -0.3551876 MI_loss: 21.53727 Detection error: 0.01063627004623413 time: 2:35:16.024858
- B/E: 100 / 70 , Gen_loss: -0.3497815 MI_loss: 21.312878 Detection error: 0.010634899139404297 time: 2:35:16.886139
- B/E: 101 / 70 , Gen_loss: -0.35163942 MI_loss: 21.253647 Detection error: 0.010642170906066895 time: 2:35:17.746618
- B/E: 102 / 70 , Gen_loss: -0.3552723 MI_loss: 21.510607 Detection error: 0.010648071765899658 time: 2:35:18.607066
- B/E: 103 / 70 , Gen_loss: -0.35244158 MI_loss: 21.34412 Detection error: 0.010645151138305664 time: 2:35:19.492266
- B/E: 104 / 70 , Gen_loss: -0.35396886 MI_loss: 21.47868 Detection error: 0.010651171207427979 time: 2:35:20.358070
- B/E: 105 / 70 , Gen_loss: -0.3492908 MI_loss: 21.205627 Detection error: 0.010644733905792236 time: 2:35:21.304743
- B/E: 106 / 70 , Gen_loss: -0.3523226 MI_loss: 21.41535 Detection error: 0.010651588439941406 time: 2:35:22.164038
- B/E: 107 / 70 , Gen_loss: -0.35302436 MI_loss: 21.467037 Detection error: 0.010663211345672607 time: 2:35:23.046094
- B/E: 108 / 70 , Gen_loss: -0.3606847 MI_loss: 21.749134 Detection error: 0.01066368818283081 time: 2:35:23.906720
- B/E: 109 / 70 , Gen_loss: -0.3540313 MI_loss: 21.558556 Detection error: 0.010659396648406982 time: 2:35:24.769151
- B/E: 110 / 70 , Gen_loss: -0.35637397 MI_loss: 21.523056 Detection error: 0.01064610481262207 time: 2:35:25.630161
- B/E: 111 / 70 , Gen_loss: -0.3608434 MI_loss: 21.712324 Detection error: 0.010641992092132568 time: 2:35:26.490989
- B/E: 112 / 70 , Gen_loss: -0.35964918 MI_loss: 21.792995 Detection error: 0.010641038417816162 time: 2:35:27.353090
- B/E: 113 / 70 , Gen_loss: -0.34704864 MI_loss: 20.994095 Detection error: 0.010646402835845947 time: 2:35:28.211996
- B/E: 114 / 70 , Gen_loss: -0.34402433 MI_loss: 21.022947 Detection error: 0.010651886463165283 time: 2:35:29.071141
- B/E: 115 / 70 , Gen_loss: -0.35706154 MI_loss: 21.651566 Detection error: 0.01065140962600708 time: 2:35:29.932438
- B/E: 116 / 70 , Gen_loss: -0.35695964 MI_loss: 21.695957 Detection error: 0.010649561882019043 time: 2:35:30.792311
- B/E: 117 / 70 , Gen_loss: -0.34785157 MI_loss: 21.144438 Detection error: 0.010649919509887695 time: 2:35:31.649368
- B/E: 118 / 70 , Gen_loss: -0.3375343 MI_loss: 20.395433 Detection error: 0.01064366102218628 time: 2:35:32.510091
- B/E: 119 / 70 , Gen_loss: -0.344701 MI_loss: 20.919462 Detection error: 0.010640621185302734 time: 2:35:33.367157
- B/E: 120 / 70 , Gen_loss: -0.33970496 MI_loss: 20.530428 Detection error: 0.010634541511535645 time: 2:35:34.244675
- B/E: 121 / 70 , Gen_loss: -0.3474193 MI_loss: 21.062294 Detection error: 0.010640084743499756 time: 2:35:35.205963
- B/E: 122 / 70 , Gen_loss: -0.3426475 MI_loss: 20.460236 Detection error: 0.010635912418365479 time: 2:35:36.066877
- B/E: 123 / 70 , Gen_loss: -0.3463984 MI_loss: 20.942879 Detection error: 0.010631799697875977 time: 2:35:36.945639
- B/E: 124 / 70 , Gen_loss: -0.34666693 MI_loss: 21.102404 Detection error: 0.010636508464813232 time: 2:35:37.806202
- B/E: 125 / 70 , Gen_loss: -0.35955286 MI_loss: 21.837353 Detection error: 0.010639607906341553 time: 2:35:38.661831
- B/E: 126 / 70 , Gen_loss: -0.3504491 MI_loss: 21.152555 Detection error: 0.010643720626831055 time: 2:35:39.452894
- B/E: 127 / 70 , Gen_loss: -0.34614104 MI_loss: 20.914968 Detection error: 0.010646700859069824 time: 2:35:40.202132
- B/E: 128 / 70 , Gen_loss: -0.35258347 MI_loss: 21.389421 Detection error: 0.01065284013748169 time: 2:35:41.057288
- B/E: 129 / 70 , Gen_loss: -0.35263273 MI_loss: 21.39515 Detection error: 0.01065671443939209 time: 2:35:41.914861
- B/E: 130 / 70 , Gen_loss: -0.34286618 MI_loss: 20.789558 Detection error: 0.010663628578186035 time: 2:35:42.692966
- B/E: 131 / 70 , Gen_loss: -0.34394506 MI_loss: 20.771276 Detection error: 0.010668575763702393 time: 2:35:43.443995
- B/E: 132 / 70 , Gen_loss: -0.34723127 MI_loss: 20.975613 Detection error: 0.01066446304321289 time: 2:35:44.247377
- B/E: 133 / 70 , Gen_loss: -0.3547412 MI_loss: 21.582705 Detection error: 0.01067352294921875 time: 2:35:44.999071
- B/E: 134 / 70 , Gen_loss: -0.35134506 MI_loss: 21.444979 Detection error: 0.01068103313446045 time: 2:35:45.756762
- B/E: 135 / 70 , Gen_loss: -0.35317865 MI_loss: 21.32595 Detection error: 0.010681748390197754 time: 2:35:46.507607
- B/E: 136 / 70 , Gen_loss: -0.3536924 MI_loss: 21.407671 Detection error: 0.010684788227081299 time: 2:35:47.260131
- B/E: 137 / 70 , Gen_loss: -0.35067856 MI_loss: 21.160788 Detection error: 0.010692954063415527 time: 2:35:48.108490
- B/E: 138 / 70 , Gen_loss: -0.3382279 MI_loss: 20.65633 Detection error: 0.010691523551940918 time: 2:35:48.950293
- B/E: 139 / 70 , Gen_loss: -0.34726894 MI_loss: 21.091434 Detection error: 0.010696649551391602 time: 2:35:49.805929
- B/E: 140 / 70 , Gen_loss: -0.3500649 MI_loss: 21.352272 Detection error: 0.010700583457946777 time: 2:35:50.662963
- B/E: 141 / 70 , Gen_loss: -0.34796977 MI_loss: 21.037289 Detection error: 0.010697424411773682 time: 2:35:51.549610
- B/E: 142 / 70 , Gen_loss: -0.3622035 MI_loss: 21.965153 Detection error: 0.01069730520248413 time: 2:35:52.408323
- B/E: 143 / 70 , Gen_loss: -0.35983086 MI_loss: 21.813747 Detection error: 0.010694026947021484 time: 2:35:53.265817
- B/E: 144 / 70 , Gen_loss: -0.3607185 MI_loss: 21.874765 Detection error: 0.010701298713684082 time: 2:35:54.131958
- B/E: 145 / 70 , Gen_loss: -0.34059748 MI_loss: 20.73015 Detection error: 0.010705709457397461 time: 2:35:54.937724
- B/E: 146 / 70 , Gen_loss: -0.34434715 MI_loss: 20.88082 Detection error: 0.010708332061767578 time: 2:35:55.774201
- B/E: 147 / 70 , Gen_loss: -0.35668528 MI_loss: 21.725893 Detection error: 0.010710954666137695 time: 2:35:56.633925
- B/E: 148 / 70 , Gen_loss: -0.36049542 MI_loss: 21.944252 Detection error: 0.010714113712310791 time: 2:35:57.419377
- B/E: 149 / 70 , Gen_loss: -0.35363898 MI_loss: 21.466515 Detection error: 0.010720610618591309 time: 2:35:58.284345
-
- Test Loss: 11.147838 Test Error: 0.011241674423217773
- -----
- EPOCH: 71
- B/E: 0 / 71 , Gen_loss: -0.3541872 MI_loss: 21.429405 Detection error: 0.01171875 time: 2:36:00.283220
- B/E: 1 / 71 , Gen_loss: -0.33373743 MI_loss: 20.376091 Detection error: 0.012218773365020752 time: 2:36:09.687047
- B/E: 2 / 71 , Gen_loss: -0.3492617 MI_loss: 21.123102 Detection error: 0.011156260967254639 time: 2:36:10.659890
- B/E: 3 / 71 , Gen_loss: -0.3444374 MI_loss: 21.185884 Detection error: 0.011257827281951904 time: 2:36:11.521723
- B/E: 4 / 71 , Gen_loss: -0.3452274 MI_loss: 21.09034 Detection error: 0.011093735694885254 time: 2:36:12.391796
- B/E: 5 / 71 , Gen_loss: -0.34839264 MI_loss: 21.24612 Detection error: 0.011088550090789795 time: 2:36:13.256226
- B/E: 6 / 71 , Gen_loss: -0.34784782 MI_loss: 21.294353 Detection error: 0.01106250286102295 time: 2:36:14.119615
- B/E: 7 / 71 , Gen_loss: -0.34736198 MI_loss: 21.28651 Detection error: 0.011027336120605469 time: 2:36:14.977715
- B/E: 8 / 71 , Gen_loss: -0.34941542 MI_loss: 21.141273 Detection error: 0.01097571849822998 time: 2:36:15.838736
- B/E: 9 / 71 , Gen_loss: -0.34467834 MI_loss: 20.892574 Detection error: 0.01083749532699585 time: 2:36:16.695543
- B/E: 10 / 71 , Gen_loss: -0.35641047 MI_loss: 21.64487 Detection error: 0.010883510112762451 time: 2:36:17.557180
- B/E: 11 / 71 , Gen_loss: -0.34908503 MI_loss: 21.062943 Detection error: 0.010864555835723877 time: 2:36:18.418864
- B/E: 12 / 71 , Gen_loss: -0.3550553 MI_loss: 21.595924 Detection error: 0.01092064380645752 time: 2:36:19.230111
- B/E: 13 / 71 , Gen_loss: -0.34599355 MI_loss: 21.080536 Detection error: 0.010890603065490723 time: 2:36:19.980830
- B/E: 14 / 71 , Gen_loss: -0.3476058 MI_loss: 21.131187 Detection error: 0.010910391807556152 time: 2:36:20.731760
- B/E: 15 / 71 , Gen_loss: -0.34802377 MI_loss: 21.097036 Detection error: 0.010861337184906006 time: 2:36:21.483909
- B/E: 16 / 71 , Gen_loss: -0.34662086 MI_loss: 21.023207 Detection error: 0.010825395584106445 time: 2:36:22.258759
- B/E: 17 / 71 , Gen_loss: -0.34895468 MI_loss: 21.212343 Detection error: 0.010822892189025879 time: 2:36:23.044463
- B/E: 18 / 71 , Gen_loss: -0.34770295 MI_loss: 20.97923 Detection error: 0.01074671745300293 time: 2:36:23.974181
- B/E: 19 / 71 , Gen_loss: -0.3374119 MI_loss: 20.522467 Detection error: 0.010723412036895752 time: 2:36:24.834070
- B/E: 20 / 71 , Gen_loss: -0.35759676 MI_loss: 21.734509 Detection error: 0.01075446605682373 time: 2:36:25.711927
- B/E: 21 / 71 , Gen_loss: -0.34084362 MI_loss: 20.80466 Detection error: 0.010758519172668457 time: 2:36:26.572594
- B/E: 22 / 71 , Gen_loss: -0.35402387 MI_loss: 21.443602 Detection error: 0.010737776756286621 time: 2:36:27.435222
- B/E: 23 / 71 , Gen_loss: -0.35294458 MI_loss: 21.370615 Detection error: 0.010727882385253906 time: 2:36:28.296933
- B/E: 24 / 71 , Gen_loss: -0.3525542 MI_loss: 21.406075 Detection error: 0.01069498062133789 time: 2:36:29.165176
- B/E: 25 / 71 , Gen_loss: -0.34353405 MI_loss: 20.843124 Detection error: 0.010730743408203125 time: 2:36:30.027443
- B/E: 26 / 71 , Gen_loss: -0.335551 MI_loss: 20.385944 Detection error: 0.010780096054077148 time: 2:36:30.887392
- B/E: 27 / 71 , Gen_loss: -0.3600753 MI_loss: 21.983755 Detection error: 0.010783493518829346 time: 2:36:31.744485
- B/E: 28 / 71 , Gen_loss: -0.35263047 MI_loss: 21.420023 Detection error: 0.010774791240692139 time: 2:36:32.604876
- B/E: 29 / 71 , Gen_loss: -0.35085738 MI_loss: 21.305567 Detection error: 0.01076352596282959 time: 2:36:33.467448
- B/E: 30 / 71 , Gen_loss: -0.35134208 MI_loss: 21.407238 Detection error: 0.010737895965576172 time: 2:36:34.326142
- B/E: 31 / 71 , Gen_loss: -0.35124102 MI_loss: 21.334574 Detection error: 0.01071774959564209 time: 2:36:35.292322
- B/E: 32 / 71 , Gen_loss: -0.3591389 MI_loss: 21.913452 Detection error: 0.010723471641540527 time: 2:36:36.153008
- B/E: 33 / 71 , Gen_loss: -0.34171206 MI_loss: 20.783379 Detection error: 0.010697603225708008 time: 2:36:37.019415
- B/E: 34 / 71 , Gen_loss: -0.3543484 MI_loss: 21.453213 Detection error: 0.010701775550842285 time: 2:36:37.880151
- B/E: 35 / 71 , Gen_loss: -0.34922218 MI_loss: 21.187456 Detection error: 0.010684013366699219 time: 2:36:38.738453
- B/E: 36 / 71 , Gen_loss: -0.34654686 MI_loss: 20.950253 Detection error: 0.010673999786376953 time: 2:36:39.599022
- B/E: 37 / 71 , Gen_loss: -0.35954705 MI_loss: 21.861628 Detection error: 0.01067352294921875 time: 2:36:40.463120
- B/E: 38 / 71 , Gen_loss: -0.34257707 MI_loss: 20.723845 Detection error: 0.010678708553314209 time: 2:36:41.321802
- B/E: 39 / 71 , Gen_loss: -0.35567844 MI_loss: 21.424704 Detection error: 0.010673463344573975 time: 2:36:42.182994
- B/E: 40 / 71 , Gen_loss: -0.35847187 MI_loss: 21.784428 Detection error: 0.010655462741851807 time: 2:36:43.045936
- B/E: 41 / 71 , Gen_loss: -0.3565273 MI_loss: 21.698242 Detection error: 0.010657012462615967 time: 2:36:43.909028
- B/E: 42 / 71 , Gen_loss: -0.3587611 MI_loss: 21.867458 Detection error: 0.010651171207427979 time: 2:36:44.770415
- B/E: 43 / 71 , Gen_loss: -0.34871483 MI_loss: 21.057995 Detection error: 0.010644912719726562 time: 2:36:45.632196
- B/E: 44 / 71 , Gen_loss: -0.35742623 MI_loss: 21.610632 Detection error: 0.010647892951965332 time: 2:36:46.444228
- B/E: 45 / 71 , Gen_loss: -0.34558994 MI_loss: 20.985712 Detection error: 0.010672569274902344 time: 2:36:47.212350
- B/E: 46 / 71 , Gen_loss: -0.3466287 MI_loss: 21.02888 Detection error: 0.010676205158233643 time: 2:36:48.028505
- B/E: 47 / 71 , Gen_loss: -0.35156077 MI_loss: 21.236322 Detection error: 0.010664045810699463 time: 2:36:48.887120
- B/E: 48 / 71 , Gen_loss: -0.35014638 MI_loss: 21.25222 Detection error: 0.010686874389648438 time: 2:36:49.849821
- B/E: 49 / 71 , Gen_loss: -0.3529264 MI_loss: 21.46537 Detection error: 0.010691225528717041 time: 2:36:50.735771
- B/E: 50 / 71 , Gen_loss: -0.34736684 MI_loss: 21.04564 Detection error: 0.010702788829803467 time: 2:36:51.595759
- B/E: 51 / 71 , Gen_loss: -0.34805912 MI_loss: 21.144907 Detection error: 0.010701298713684082 time: 2:36:52.453051
- B/E: 52 / 71 , Gen_loss: -0.35082367 MI_loss: 21.26844 Detection error: 0.010702848434448242 time: 2:36:53.311532
- B/E: 53 / 71 , Gen_loss: -0.36500552 MI_loss: 22.096703 Detection error: 0.010707736015319824 time: 2:36:54.200223
- B/E: 54 / 71 , Gen_loss: -0.35200283 MI_loss: 21.377157 Detection error: 0.010706841945648193 time: 2:36:55.057947
- B/E: 55 / 71 , Gen_loss: -0.35448402 MI_loss: 21.445084 Detection error: 0.010687470436096191 time: 2:36:55.916975
- B/E: 56 / 71 , Gen_loss: -0.34810326 MI_loss: 21.10767 Detection error: 0.010669946670532227 time: 2:36:56.801097
- B/E: 57 / 71 , Gen_loss: -0.36050642 MI_loss: 21.92794 Detection error: 0.010657310485839844 time: 2:36:57.682626
- B/E: 58 / 71 , Gen_loss: -0.35084718 MI_loss: 21.286224 Detection error: 0.01065516471862793 time: 2:36:58.541398
- B/E: 59 / 71 , Gen_loss: -0.3516661 MI_loss: 21.49409 Detection error: 0.010671377182006836 time: 2:36:59.318956
- B/E: 60 / 71 , Gen_loss: -0.35408399 MI_loss: 21.418505 Detection error: 0.010661900043487549 time: 2:37:00.070196
- B/E: 61 / 71 , Gen_loss: -0.34947163 MI_loss: 21.242264 Detection error: 0.010667860507965088 time: 2:37:00.820006
- B/E: 62 / 71 , Gen_loss: -0.36213815 MI_loss: 21.969229 Detection error: 0.010671138763427734 time: 2:37:01.596653
- B/E: 63 / 71 , Gen_loss: -0.3528636 MI_loss: 21.516785 Detection error: 0.010676264762878418 time: 2:37:02.447127
- B/E: 64 / 71 , Gen_loss: -0.3495316 MI_loss: 21.377468 Detection error: 0.010668277740478516 time: 2:37:03.315064
- B/E: 65 / 71 , Gen_loss: -0.35558355 MI_loss: 21.619331 Detection error: 0.010674715042114258 time: 2:37:04.160950
- B/E: 66 / 71 , Gen_loss: -0.35657454 MI_loss: 21.629204 Detection error: 0.01066744327545166 time: 2:37:04.928291
- B/E: 67 / 71 , Gen_loss: -0.35286632 MI_loss: 21.285421 Detection error: 0.010653972625732422 time: 2:37:05.701235
- B/E: 68 / 71 , Gen_loss: -0.34949368 MI_loss: 21.23231 Detection error: 0.010651707649230957 time: 2:37:06.452740
- B/E: 69 / 71 , Gen_loss: -0.357358 MI_loss: 21.78813 Detection error: 0.010663866996765137 time: 2:37:07.319945
- B/E: 70 / 71 , Gen_loss: -0.36417577 MI_loss: 21.97386 Detection error: 0.010660648345947266 time: 2:37:08.183004
- B/E: 71 / 71 , Gen_loss: -0.3509748 MI_loss: 21.323706 Detection error: 0.010662317276000977 time: 2:37:09.042997
- B/E: 72 / 71 , Gen_loss: -0.35260102 MI_loss: 21.541494 Detection error: 0.010660111904144287 time: 2:37:09.901336
- B/E: 73 / 71 , Gen_loss: -0.34764722 MI_loss: 21.157692 Detection error: 0.010657072067260742 time: 2:37:10.702799
- B/E: 74 / 71 , Gen_loss: -0.3497708 MI_loss: 21.384356 Detection error: 0.010658323764801025 time: 2:37:11.456043
- B/E: 75 / 71 , Gen_loss: -0.34346646 MI_loss: 20.878847 Detection error: 0.010656237602233887 time: 2:37:12.212185
- B/E: 76 / 71 , Gen_loss: -0.33410665 MI_loss: 20.180428 Detection error: 0.010650575160980225 time: 2:37:13.056084
- B/E: 77 / 71 , Gen_loss: -0.3567722 MI_loss: 21.657812 Detection error: 0.010647416114807129 time: 2:37:13.915187
- B/E: 78 / 71 , Gen_loss: -0.350234 MI_loss: 21.10716 Detection error: 0.010643959045410156 time: 2:37:14.771756
- B/E: 79 / 71 , Gen_loss: -0.35657915 MI_loss: 21.634958 Detection error: 0.010655462741851807 time: 2:37:15.724958
- B/E: 80 / 71 , Gen_loss: -0.35990804 MI_loss: 21.868797 Detection error: 0.01067209243774414 time: 2:37:16.585733
- B/E: 81 / 71 , Gen_loss: -0.34566784 MI_loss: 20.999943 Detection error: 0.010666131973266602 time: 2:37:17.450423
- B/E: 82 / 71 , Gen_loss: -0.35067526 MI_loss: 21.204855 Detection error: 0.010660767555236816 time: 2:37:18.310499
- B/E: 83 / 71 , Gen_loss: -0.34574604 MI_loss: 21.022997 Detection error: 0.010657012462615967 time: 2:37:19.176316
- B/E: 84 / 71 , Gen_loss: -0.3477613 MI_loss: 21.022652 Detection error: 0.010653674602508545 time: 2:37:20.036410
- B/E: 85 / 71 , Gen_loss: -0.35657257 MI_loss: 21.461649 Detection error: 0.010635912418365479 time: 2:37:20.898273
- B/E: 86 / 71 , Gen_loss: -0.35251403 MI_loss: 21.255346 Detection error: 0.01064223051071167 time: 2:37:21.756607
- B/E: 87 / 71 , Gen_loss: -0.34648922 MI_loss: 20.946892 Detection error: 0.010625004768371582 time: 2:37:22.574484
- B/E: 88 / 71 , Gen_loss: -0.35765362 MI_loss: 21.483585 Detection error: 0.010610580444335938 time: 2:37:23.328960
- B/E: 89 / 71 , Gen_loss: -0.35607916 MI_loss: 21.77578 Detection error: 0.010627806186676025 time: 2:37:24.187616
- B/E: 90 / 71 , Gen_loss: -0.3617132 MI_loss: 21.798742 Detection error: 0.01062089204788208 time: 2:37:25.042459
- B/E: 91 / 71 , Gen_loss: -0.3456036 MI_loss: 21.042303 Detection error: 0.010631084442138672 time: 2:37:25.928875
- B/E: 92 / 71 , Gen_loss: -0.35254654 MI_loss: 21.301731 Detection error: 0.010619282722473145 time: 2:37:26.743972
- B/E: 93 / 71 , Gen_loss: -0.3463614 MI_loss: 21.069176 Detection error: 0.010624349117279053 time: 2:37:27.533354
- B/E: 94 / 71 , Gen_loss: -0.3480112 MI_loss: 21.120478 Detection error: 0.010635197162628174 time: 2:37:28.375734
- B/E: 95 / 71 , Gen_loss: -0.3407993 MI_loss: 20.716768 Detection error: 0.010639965534210205 time: 2:37:29.335922
- B/E: 96 / 71 , Gen_loss: -0.3430815 MI_loss: 20.850073 Detection error: 0.010638833045959473 time: 2:37:30.194910
- B/E: 97 / 71 , Gen_loss: -0.3561323 MI_loss: 21.605846 Detection error: 0.01062852144241333 time: 2:37:31.057167
- B/E: 98 / 71 , Gen_loss: -0.3589835 MI_loss: 21.76611 Detection error: 0.01062089204788208 time: 2:37:31.913981
- B/E: 99 / 71 , Gen_loss: -0.3413965 MI_loss: 20.587921 Detection error: 0.010619044303894043 time: 2:37:32.772646
- B/E: 100 / 71 , Gen_loss: -0.35204652 MI_loss: 21.455034 Detection error: 0.010622203350067139 time: 2:37:33.634007
- B/E: 101 / 71 , Gen_loss: -0.3471833 MI_loss: 21.067818 Detection error: 0.010622560977935791 time: 2:37:34.512863
- B/E: 102 / 71 , Gen_loss: -0.3486892 MI_loss: 21.228302 Detection error: 0.010632574558258057 time: 2:37:35.385385
- B/E: 103 / 71 , Gen_loss: -0.3562976 MI_loss: 21.528513 Detection error: 0.010627686977386475 time: 2:37:36.257275
- B/E: 104 / 71 , Gen_loss: -0.3623141 MI_loss: 21.895256 Detection error: 0.010633349418640137 time: 2:37:37.122321
- B/E: 105 / 71 , Gen_loss: -0.34716386 MI_loss: 21.072048 Detection error: 0.010630309581756592 time: 2:37:37.981954
- B/E: 106 / 71 , Gen_loss: -0.35351494 MI_loss: 21.354916 Detection error: 0.010635793209075928 time: 2:37:38.841418
- B/E: 107 / 71 , Gen_loss: -0.3539948 MI_loss: 21.499973 Detection error: 0.01064378023147583 time: 2:37:39.700779
- B/E: 108 / 71 , Gen_loss: -0.35908422 MI_loss: 21.837055 Detection error: 0.010647356510162354 time: 2:37:40.488848
- B/E: 109 / 71 , Gen_loss: -0.34893057 MI_loss: 21.219425 Detection error: 0.01064234972000122 time: 2:37:41.241279
- B/E: 110 / 71 , Gen_loss: -0.35337627 MI_loss: 21.198332 Detection error: 0.01063317060470581 time: 2:37:42.072391
- B/E: 111 / 71 , Gen_loss: -0.3530964 MI_loss: 21.432526 Detection error: 0.010626375675201416 time: 2:37:43.029218
- B/E: 112 / 71 , Gen_loss: -0.35478038 MI_loss: 21.57737 Detection error: 0.010626375675201416 time: 2:37:43.891809
- B/E: 113 / 71 , Gen_loss: -0.3464876 MI_loss: 21.287384 Detection error: 0.010633766651153564 time: 2:37:44.759601
- B/E: 114 / 71 , Gen_loss: -0.350844 MI_loss: 21.259586 Detection error: 0.010636687278747559 time: 2:37:45.619435
- B/E: 115 / 71 , Gen_loss: -0.34833008 MI_loss: 21.13478 Detection error: 0.010636329650878906 time: 2:37:46.411586
- B/E: 116 / 71 , Gen_loss: -0.3481916 MI_loss: 21.151588 Detection error: 0.010634064674377441 time: 2:37:47.255283
- B/E: 117 / 71 , Gen_loss: -0.33910444 MI_loss: 20.587519 Detection error: 0.010641932487487793 time: 2:37:48.113610
- B/E: 118 / 71 , Gen_loss: -0.3540044 MI_loss: 21.350243 Detection error: 0.01063758134841919 time: 2:37:48.970347
- B/E: 119 / 71 , Gen_loss: -0.34935626 MI_loss: 21.116243 Detection error: 0.010634899139404297 time: 2:37:49.826586
- B/E: 120 / 71 , Gen_loss: -0.34173948 MI_loss: 20.87544 Detection error: 0.010634839534759521 time: 2:37:50.689127
- B/E: 121 / 71 , Gen_loss: -0.3567904 MI_loss: 21.689785 Detection error: 0.010642409324645996 time: 2:37:51.547133
- B/E: 122 / 71 , Gen_loss: -0.35592702 MI_loss: 21.47438 Detection error: 0.010636448860168457 time: 2:37:52.406016
- B/E: 123 / 71 , Gen_loss: -0.34289512 MI_loss: 20.597809 Detection error: 0.010630309581756592 time: 2:37:53.264291
- B/E: 124 / 71 , Gen_loss: -0.34525135 MI_loss: 21.016628 Detection error: 0.010631740093231201 time: 2:37:54.133064
- B/E: 125 / 71 , Gen_loss: -0.35366735 MI_loss: 21.65345 Detection error: 0.010634899139404297 time: 2:37:54.992723
- B/E: 126 / 71 , Gen_loss: -0.3547429 MI_loss: 21.616718 Detection error: 0.010642468929290771 time: 2:37:55.851700
- B/E: 127 / 71 , Gen_loss: -0.3484475 MI_loss: 21.273941 Detection error: 0.010645031929016113 time: 2:37:56.799013
- B/E: 128 / 71 , Gen_loss: -0.35897186 MI_loss: 21.766459 Detection error: 0.010650932788848877 time: 2:37:57.689903
- B/E: 129 / 71 , Gen_loss: -0.35320982 MI_loss: 21.442722 Detection error: 0.010654807090759277 time: 2:37:58.554389
- B/E: 130 / 71 , Gen_loss: -0.35441452 MI_loss: 21.425896 Detection error: 0.010659575462341309 time: 2:37:59.342972
- B/E: 131 / 71 , Gen_loss: -0.35379785 MI_loss: 21.52139 Detection error: 0.010663807392120361 time: 2:38:00.094464
- B/E: 132 / 71 , Gen_loss: -0.35541803 MI_loss: 21.5853 Detection error: 0.0106581449508667 time: 2:38:00.865865
- B/E: 133 / 71 , Gen_loss: -0.3479759 MI_loss: 21.049871 Detection error: 0.010663926601409912 time: 2:38:01.618621
- B/E: 134 / 71 , Gen_loss: -0.34500378 MI_loss: 21.024473 Detection error: 0.010671079158782959 time: 2:38:02.450896
- B/E: 135 / 71 , Gen_loss: -0.3541258 MI_loss: 21.581873 Detection error: 0.010673224925994873 time: 2:38:03.310377
- B/E: 136 / 71 , Gen_loss: -0.35187784 MI_loss: 21.412378 Detection error: 0.010674476623535156 time: 2:38:04.170680
- B/E: 137 / 71 , Gen_loss: -0.35659036 MI_loss: 21.733747 Detection error: 0.010679125785827637 time: 2:38:05.036319
- B/E: 138 / 71 , Gen_loss: -0.3418458 MI_loss: 20.906778 Detection error: 0.010680973529815674 time: 2:38:05.902901
- B/E: 139 / 71 , Gen_loss: -0.35274386 MI_loss: 21.487904 Detection error: 0.010683238506317139 time: 2:38:06.692491
- B/E: 140 / 71 , Gen_loss: -0.35086608 MI_loss: 21.273962 Detection error: 0.010686635971069336 time: 2:38:07.443979
- B/E: 141 / 71 , Gen_loss: -0.35141292 MI_loss: 21.31602 Detection error: 0.010680437088012695 time: 2:38:08.194834
- B/E: 142 / 71 , Gen_loss: -0.34979114 MI_loss: 21.136879 Detection error: 0.010680973529815674 time: 2:38:08.945519
- B/E: 143 / 71 , Gen_loss: -0.34511557 MI_loss: 20.911411 Detection error: 0.01067882776260376 time: 2:38:09.822211
- B/E: 144 / 71 , Gen_loss: -0.35261518 MI_loss: 21.247683 Detection error: 0.010683178901672363 time: 2:38:10.671697
- B/E: 145 / 71 , Gen_loss: -0.34661454 MI_loss: 20.900023 Detection error: 0.010687470436096191 time: 2:38:11.534160
- B/E: 146 / 71 , Gen_loss: -0.34650978 MI_loss: 20.947693 Detection error: 0.01068943738937378 time: 2:38:12.392980
- B/E: 147 / 71 , Gen_loss: -0.35740465 MI_loss: 21.666342 Detection error: 0.010692596435546875 time: 2:38:13.250729
- B/E: 148 / 71 , Gen_loss: -0.35572624 MI_loss: 21.516594 Detection error: 0.010693788528442383 time: 2:38:14.110184
- B/E: 149 / 71 , Gen_loss: -0.35801548 MI_loss: 21.833775 Detection error: 0.01070106029510498 time: 2:38:14.970014
-
- Test Loss: 11.140254 Test Error: 0.011183321475982666
- -----
- EPOCH: 72
- B/E: 0 / 72 , Gen_loss: -0.35254148 MI_loss: 21.336048 Detection error: 0.011562526226043701 time: 2:38:16.973669
- B/E: 1 / 72 , Gen_loss: -0.3389644 MI_loss: 20.618282 Detection error: 0.012281239032745361 time: 2:38:26.503075
- B/E: 2 / 72 , Gen_loss: -0.3488233 MI_loss: 21.072748 Detection error: 0.011375010013580322 time: 2:38:27.389862
- B/E: 3 / 72 , Gen_loss: -0.34053943 MI_loss: 20.853756 Detection error: 0.01155465841293335 time: 2:38:28.149409
- B/E: 4 / 72 , Gen_loss: -0.34460503 MI_loss: 21.059486 Detection error: 0.011443734169006348 time: 2:38:28.933226
- B/E: 5 / 72 , Gen_loss: -0.35465807 MI_loss: 21.714535 Detection error: 0.011187493801116943 time: 2:38:29.856354
- B/E: 6 / 72 , Gen_loss: -0.34836847 MI_loss: 21.232279 Detection error: 0.011290192604064941 time: 2:38:30.716130
- B/E: 7 / 72 , Gen_loss: -0.34937662 MI_loss: 21.383204 Detection error: 0.011199235916137695 time: 2:38:31.577609
- B/E: 8 / 72 , Gen_loss: -0.34624147 MI_loss: 21.026546 Detection error: 0.011125028133392334 time: 2:38:32.393265
- B/E: 9 / 72 , Gen_loss: -0.34994957 MI_loss: 21.17878 Detection error: 0.011053144931793213 time: 2:38:33.231055
- B/E: 10 / 72 , Gen_loss: -0.35173386 MI_loss: 21.352749 Detection error: 0.011019885540008545 time: 2:38:34.088346
- B/E: 11 / 72 , Gen_loss: -0.3636008 MI_loss: 22.110342 Detection error: 0.011018216609954834 time: 2:38:34.945896
- B/E: 12 / 72 , Gen_loss: -0.3524329 MI_loss: 21.423088 Detection error: 0.011040866374969482 time: 2:38:35.806039
- B/E: 13 / 72 , Gen_loss: -0.34761912 MI_loss: 21.013151 Detection error: 0.011042416095733643 time: 2:38:36.666059
- B/E: 14 / 72 , Gen_loss: -0.35880834 MI_loss: 21.633774 Detection error: 0.011018753051757812 time: 2:38:37.547453
- B/E: 15 / 72 , Gen_loss: -0.3527963 MI_loss: 21.5125 Detection error: 0.010992169380187988 time: 2:38:38.411764
- B/E: 16 / 72 , Gen_loss: -0.34710646 MI_loss: 20.942873 Detection error: 0.01090627908706665 time: 2:38:39.287775
- B/E: 17 / 72 , Gen_loss: -0.3438117 MI_loss: 20.819357 Detection error: 0.01089930534362793 time: 2:38:40.142581
- B/E: 18 / 72 , Gen_loss: -0.35285047 MI_loss: 21.340927 Detection error: 0.010843753814697266 time: 2:38:41.015204
- B/E: 19 / 72 , Gen_loss: -0.34801525 MI_loss: 21.270962 Detection error: 0.010851562023162842 time: 2:38:41.883859
- B/E: 20 / 72 , Gen_loss: -0.35714802 MI_loss: 21.611092 Detection error: 0.010886907577514648 time: 2:38:42.856076
- B/E: 21 / 72 , Gen_loss: -0.34633887 MI_loss: 21.112816 Detection error: 0.010862231254577637 time: 2:38:43.716403
- B/E: 22 / 72 , Gen_loss: -0.35120177 MI_loss: 21.316631 Detection error: 0.010830163955688477 time: 2:38:44.522167
- B/E: 23 / 72 , Gen_loss: -0.35329854 MI_loss: 21.347437 Detection error: 0.010786473751068115 time: 2:38:45.272864
- B/E: 24 / 72 , Gen_loss: -0.35277584 MI_loss: 21.406227 Detection error: 0.01078873872756958 time: 2:38:46.141444
- B/E: 25 / 72 , Gen_loss: -0.34928414 MI_loss: 21.213936 Detection error: 0.010787248611450195 time: 2:38:47.004302
- B/E: 26 / 72 , Gen_loss: -0.34840766 MI_loss: 21.250023 Detection error: 0.010852992534637451 time: 2:38:47.864972
- B/E: 27 / 72 , Gen_loss: -0.3588277 MI_loss: 21.85963 Detection error: 0.010840415954589844 time: 2:38:48.649885
- B/E: 28 / 72 , Gen_loss: -0.3604835 MI_loss: 21.92267 Detection error: 0.010831892490386963 time: 2:38:49.400351
- B/E: 29 / 72 , Gen_loss: -0.345262 MI_loss: 20.871552 Detection error: 0.010828137397766113 time: 2:38:50.233376
- B/E: 30 / 72 , Gen_loss: -0.3558503 MI_loss: 21.515625 Detection error: 0.010803401470184326 time: 2:38:51.106827
- B/E: 31 / 72 , Gen_loss: -0.3562426 MI_loss: 21.570324 Detection error: 0.010787129402160645 time: 2:38:51.963440
- B/E: 32 / 72 , Gen_loss: -0.35273227 MI_loss: 21.446545 Detection error: 0.010785996913909912 time: 2:38:52.820508
- B/E: 33 / 72 , Gen_loss: -0.34725666 MI_loss: 20.980639 Detection error: 0.01075732707977295 time: 2:38:53.683884
- B/E: 34 / 72 , Gen_loss: -0.3410456 MI_loss: 20.86194 Detection error: 0.010756254196166992 time: 2:38:54.482324
- B/E: 35 / 72 , Gen_loss: -0.35179743 MI_loss: 21.275665 Detection error: 0.010744810104370117 time: 2:38:55.232991
- B/E: 36 / 72 , Gen_loss: -0.35563064 MI_loss: 21.429512 Detection error: 0.01072549819946289 time: 2:38:56.070334
- B/E: 37 / 72 , Gen_loss: -0.35960186 MI_loss: 21.917927 Detection error: 0.01071465015411377 time: 2:38:56.935151
- B/E: 38 / 72 , Gen_loss: -0.34654912 MI_loss: 21.007597 Detection error: 0.010722756385803223 time: 2:38:57.732634
- B/E: 39 / 72 , Gen_loss: -0.35510182 MI_loss: 21.3839 Detection error: 0.010696887969970703 time: 2:38:58.481983
- B/E: 40 / 72 , Gen_loss: -0.35419968 MI_loss: 21.449606 Detection error: 0.010698914527893066 time: 2:38:59.327306
- B/E: 41 / 72 , Gen_loss: -0.35589558 MI_loss: 21.630787 Detection error: 0.010681569576263428 time: 2:39:00.209801
- B/E: 42 / 72 , Gen_loss: -0.35469395 MI_loss: 21.619823 Detection error: 0.01067584753036499 time: 2:39:01.075016
- B/E: 43 / 72 , Gen_loss: -0.35027653 MI_loss: 21.211926 Detection error: 0.01068037748336792 time: 2:39:01.934794
- B/E: 44 / 72 , Gen_loss: -0.3431246 MI_loss: 20.884964 Detection error: 0.010686814785003662 time: 2:39:02.794649
- B/E: 45 / 72 , Gen_loss: -0.3538763 MI_loss: 21.56667 Detection error: 0.010697007179260254 time: 2:39:03.675816
- B/E: 46 / 72 , Gen_loss: -0.34840563 MI_loss: 21.126732 Detection error: 0.010700106620788574 time: 2:39:04.554663
- B/E: 47 / 72 , Gen_loss: -0.37012511 MI_loss: 22.494305 Detection error: 0.01068878173828125 time: 2:39:05.418376
- B/E: 48 / 72 , Gen_loss: -0.3493376 MI_loss: 21.206335 Detection error: 0.0106964111328125 time: 2:39:06.280754
- B/E: 49 / 72 , Gen_loss: -0.343617 MI_loss: 21.011045 Detection error: 0.010711252689361572 time: 2:39:07.159864
- B/E: 50 / 72 , Gen_loss: -0.34131926 MI_loss: 20.76051 Detection error: 0.010721802711486816 time: 2:39:08.024520
- B/E: 51 / 72 , Gen_loss: -0.35250676 MI_loss: 21.457312 Detection error: 0.010721147060394287 time: 2:39:08.884582
- B/E: 52 / 72 , Gen_loss: -0.35720187 MI_loss: 21.697243 Detection error: 0.01071697473526001 time: 2:39:09.844370
- B/E: 53 / 72 , Gen_loss: -0.3599886 MI_loss: 21.891474 Detection error: 0.010724544525146484 time: 2:39:10.705603
- B/E: 54 / 72 , Gen_loss: -0.34329665 MI_loss: 20.959194 Detection error: 0.010718762874603271 time: 2:39:11.570017
- B/E: 55 / 72 , Gen_loss: -0.34907004 MI_loss: 21.204123 Detection error: 0.010697543621063232 time: 2:39:12.439821
- B/E: 56 / 72 , Gen_loss: -0.36171287 MI_loss: 21.95197 Detection error: 0.010685324668884277 time: 2:39:13.302336
- B/E: 57 / 72 , Gen_loss: -0.3648535 MI_loss: 22.171814 Detection error: 0.010679960250854492 time: 2:39:14.162240
- B/E: 58 / 72 , Gen_loss: -0.34050533 MI_loss: 20.626844 Detection error: 0.010672152042388916 time: 2:39:15.026929
- B/E: 59 / 72 , Gen_loss: -0.35281116 MI_loss: 21.473057 Detection error: 0.010686993598937988 time: 2:39:15.885559
- B/E: 60 / 72 , Gen_loss: -0.3438078 MI_loss: 20.7959 Detection error: 0.01067417860031128 time: 2:39:16.737549
- B/E: 61 / 72 , Gen_loss: -0.34611422 MI_loss: 21.051268 Detection error: 0.0106734037399292 time: 2:39:17.533307
- B/E: 62 / 72 , Gen_loss: -0.35152695 MI_loss: 21.298435 Detection error: 0.010679543018341064 time: 2:39:18.288743
- B/E: 63 / 72 , Gen_loss: -0.34835708 MI_loss: 21.193607 Detection error: 0.010684549808502197 time: 2:39:19.045379
- B/E: 64 / 72 , Gen_loss: -0.3583493 MI_loss: 21.73289 Detection error: 0.01068270206451416 time: 2:39:19.875589
- B/E: 65 / 72 , Gen_loss: -0.35630634 MI_loss: 21.520721 Detection error: 0.010682284832000732 time: 2:39:20.731992
- B/E: 66 / 72 , Gen_loss: -0.36056054 MI_loss: 21.859377 Detection error: 0.01068049669265747 time: 2:39:21.549400
- B/E: 67 / 72 , Gen_loss: -0.35667682 MI_loss: 21.546883 Detection error: 0.010667264461517334 time: 2:39:22.298981
- B/E: 68 / 72 , Gen_loss: -0.34900776 MI_loss: 21.220398 Detection error: 0.01066577434539795 time: 2:39:23.137216
- B/E: 69 / 72 , Gen_loss: -0.36157173 MI_loss: 21.940685 Detection error: 0.010671854019165039 time: 2:39:23.998714
- B/E: 70 / 72 , Gen_loss: -0.35466847 MI_loss: 21.485876 Detection error: 0.010665476322174072 time: 2:39:24.769807
- B/E: 71 / 72 , Gen_loss: -0.350151 MI_loss: 21.33678 Detection error: 0.010675370693206787 time: 2:39:25.524956
- B/E: 72 / 72 , Gen_loss: -0.35722905 MI_loss: 21.598904 Detection error: 0.010664403438568115 time: 2:39:26.359112
- B/E: 73 / 72 , Gen_loss: -0.34591866 MI_loss: 20.970772 Detection error: 0.010657072067260742 time: 2:39:27.213800
- B/E: 74 / 72 , Gen_loss: -0.3590718 MI_loss: 21.892561 Detection error: 0.01065206527709961 time: 2:39:28.070826
- B/E: 75 / 72 , Gen_loss: -0.32841256 MI_loss: 19.904188 Detection error: 0.010650932788848877 time: 2:39:28.940320
- B/E: 76 / 72 , Gen_loss: -0.34451303 MI_loss: 20.793829 Detection error: 0.010655462741851807 time: 2:39:29.798234
- B/E: 77 / 72 , Gen_loss: -0.34947327 MI_loss: 21.14681 Detection error: 0.010650634765625 time: 2:39:30.661509
- B/E: 78 / 72 , Gen_loss: -0.3570029 MI_loss: 21.499994 Detection error: 0.010641992092132568 time: 2:39:31.521528
- B/E: 79 / 72 , Gen_loss: -0.3477783 MI_loss: 21.055576 Detection error: 0.010660946369171143 time: 2:39:32.418740
- B/E: 80 / 72 , Gen_loss: -0.34730268 MI_loss: 21.125135 Detection error: 0.010670900344848633 time: 2:39:33.284228
- B/E: 81 / 72 , Gen_loss: -0.35625792 MI_loss: 21.56113 Detection error: 0.01066046953201294 time: 2:39:34.146150
- B/E: 82 / 72 , Gen_loss: -0.35572425 MI_loss: 21.686033 Detection error: 0.010658860206604004 time: 2:39:35.004639
- B/E: 83 / 72 , Gen_loss: -0.3513363 MI_loss: 21.282532 Detection error: 0.010657727718353271 time: 2:39:35.885231
- B/E: 84 / 72 , Gen_loss: -0.3449943 MI_loss: 20.75395 Detection error: 0.010651826858520508 time: 2:39:36.845378
- B/E: 85 / 72 , Gen_loss: -0.35094094 MI_loss: 21.421013 Detection error: 0.010638833045959473 time: 2:39:37.705953
- B/E: 86 / 72 , Gen_loss: -0.35459077 MI_loss: 21.350409 Detection error: 0.010641872882843018 time: 2:39:38.562374
- B/E: 87 / 72 , Gen_loss: -0.34401116 MI_loss: 20.74029 Detection error: 0.010625004768371582 time: 2:39:39.421860
- B/E: 88 / 72 , Gen_loss: -0.3620286 MI_loss: 21.921017 Detection error: 0.010617971420288086 time: 2:39:40.278884
- B/E: 89 / 72 , Gen_loss: -0.3580024 MI_loss: 21.757565 Detection error: 0.010630190372467041 time: 2:39:41.135540
- B/E: 90 / 72 , Gen_loss: -0.35649028 MI_loss: 21.528725 Detection error: 0.01062774658203125 time: 2:39:42.003237
- B/E: 91 / 72 , Gen_loss: -0.3436225 MI_loss: 20.897705 Detection error: 0.010629415512084961 time: 2:39:42.864391
- B/E: 92 / 72 , Gen_loss: -0.33535206 MI_loss: 20.267832 Detection error: 0.010620653629302979 time: 2:39:43.726077
- B/E: 93 / 72 , Gen_loss: -0.34818214 MI_loss: 21.066029 Detection error: 0.010612726211547852 time: 2:39:44.585505
- B/E: 94 / 72 , Gen_loss: -0.3511677 MI_loss: 21.560764 Detection error: 0.010633230209350586 time: 2:39:45.458235
- B/E: 95 / 72 , Gen_loss: -0.34471017 MI_loss: 20.949049 Detection error: 0.010636091232299805 time: 2:39:46.324236
- B/E: 96 / 72 , Gen_loss: -0.3562642 MI_loss: 21.63782 Detection error: 0.010631740093231201 time: 2:39:47.183557
- B/E: 97 / 72 , Gen_loss: -0.35239288 MI_loss: 21.36016 Detection error: 0.010623395442962646 time: 2:39:47.972416
- B/E: 98 / 72 , Gen_loss: -0.35607663 MI_loss: 21.460001 Detection error: 0.010611116886138916 time: 2:39:48.723119
- B/E: 99 / 72 , Gen_loss: -0.3467978 MI_loss: 21.031975 Detection error: 0.010606586933135986 time: 2:39:49.553298
- B/E: 100 / 72 , Gen_loss: -0.3481912 MI_loss: 21.16212 Detection error: 0.010610759258270264 time: 2:39:50.493559
- B/E: 101 / 72 , Gen_loss: -0.3452643 MI_loss: 21.006407 Detection error: 0.010621607303619385 time: 2:39:51.354180
- B/E: 102 / 72 , Gen_loss: -0.35560524 MI_loss: 21.53403 Detection error: 0.01062166690826416 time: 2:39:52.144057
- B/E: 103 / 72 , Gen_loss: -0.35160166 MI_loss: 21.52732 Detection error: 0.01062709093093872 time: 2:39:52.894438
- B/E: 104 / 72 , Gen_loss: -0.35045162 MI_loss: 21.325745 Detection error: 0.010631263256072998 time: 2:39:53.747029
- B/E: 105 / 72 , Gen_loss: -0.34983212 MI_loss: 21.267504 Detection error: 0.0106276273727417 time: 2:39:54.604557
- B/E: 106 / 72 , Gen_loss: -0.34489426 MI_loss: 20.912294 Detection error: 0.010634064674377441 time: 2:39:55.464502
- B/E: 107 / 72 , Gen_loss: -0.36135396 MI_loss: 21.780867 Detection error: 0.010639786720275879 time: 2:39:56.321148
- B/E: 108 / 72 , Gen_loss: -0.35623303 MI_loss: 21.654589 Detection error: 0.010641038417816162 time: 2:39:57.184127
- B/E: 109 / 72 , Gen_loss: -0.36119956 MI_loss: 21.902431 Detection error: 0.010638654232025146 time: 2:39:58.041391
- B/E: 110 / 72 , Gen_loss: -0.35272664 MI_loss: 21.251747 Detection error: 0.010627508163452148 time: 2:39:58.899587
- B/E: 111 / 72 , Gen_loss: -0.3578947 MI_loss: 21.813633 Detection error: 0.01062554121017456 time: 2:39:59.758135
- B/E: 112 / 72 , Gen_loss: -0.35575587 MI_loss: 21.572287 Detection error: 0.010626077651977539 time: 2:40:00.627518
- B/E: 113 / 72 , Gen_loss: -0.3586539 MI_loss: 21.721622 Detection error: 0.010628819465637207 time: 2:40:01.487329
- B/E: 114 / 72 , Gen_loss: -0.34857056 MI_loss: 21.259233 Detection error: 0.010629057884216309 time: 2:40:02.345362
- B/E: 115 / 72 , Gen_loss: -0.35929564 MI_loss: 21.701252 Detection error: 0.010627686977386475 time: 2:40:03.151688
- B/E: 116 / 72 , Gen_loss: -0.35215688 MI_loss: 21.471855 Detection error: 0.010628998279571533 time: 2:40:04.020848
- B/E: 117 / 72 , Gen_loss: -0.35203752 MI_loss: 21.488924 Detection error: 0.010628461837768555 time: 2:40:04.778211
- B/E: 118 / 72 , Gen_loss: -0.35058135 MI_loss: 21.258045 Detection error: 0.010623395442962646 time: 2:40:05.565583
- B/E: 119 / 72 , Gen_loss: -0.35601342 MI_loss: 21.723839 Detection error: 0.010619521141052246 time: 2:40:06.427635
- B/E: 120 / 72 , Gen_loss: -0.34876502 MI_loss: 21.224863 Detection error: 0.010614395141601562 time: 2:40:07.311683
- B/E: 121 / 72 , Gen_loss: -0.35625947 MI_loss: 21.64753 Detection error: 0.0106239914894104 time: 2:40:08.118556
- B/E: 122 / 72 , Gen_loss: -0.35406154 MI_loss: 21.407162 Detection error: 0.010622203350067139 time: 2:40:08.868989
- B/E: 123 / 72 , Gen_loss: -0.34341824 MI_loss: 20.839428 Detection error: 0.010614931583404541 time: 2:40:09.623619
- B/E: 124 / 72 , Gen_loss: -0.3554938 MI_loss: 21.572845 Detection error: 0.010611772537231445 time: 2:40:10.376885
- B/E: 125 / 72 , Gen_loss: -0.3541553 MI_loss: 21.604044 Detection error: 0.010619044303894043 time: 2:40:11.226521
- B/E: 126 / 72 , Gen_loss: -0.35857567 MI_loss: 21.699383 Detection error: 0.010623276233673096 time: 2:40:12.084679
- B/E: 127 / 72 , Gen_loss: -0.35896468 MI_loss: 21.838596 Detection error: 0.010625243186950684 time: 2:40:12.942411
- B/E: 128 / 72 , Gen_loss: -0.35684094 MI_loss: 21.690361 Detection error: 0.010632514953613281 time: 2:40:13.800912
- B/E: 129 / 72 , Gen_loss: -0.34668955 MI_loss: 21.182192 Detection error: 0.01063847541809082 time: 2:40:14.658809
- B/E: 130 / 72 , Gen_loss: -0.3523281 MI_loss: 21.322659 Detection error: 0.010647177696228027 time: 2:40:15.526661
- B/E: 131 / 72 , Gen_loss: -0.34747404 MI_loss: 21.088566 Detection error: 0.010651051998138428 time: 2:40:16.350198
- B/E: 132 / 72 , Gen_loss: -0.34903854 MI_loss: 21.059036 Detection error: 0.010644495487213135 time: 2:40:17.201040
- B/E: 133 / 72 , Gen_loss: -0.35761735 MI_loss: 21.681004 Detection error: 0.010648548603057861 time: 2:40:18.074903
- B/E: 134 / 72 , Gen_loss: -0.34278232 MI_loss: 20.856234 Detection error: 0.010658085346221924 time: 2:40:18.931624
- B/E: 135 / 72 , Gen_loss: -0.36356893 MI_loss: 22.009356 Detection error: 0.010659217834472656 time: 2:40:19.789685
- B/E: 136 / 72 , Gen_loss: -0.35900155 MI_loss: 21.750582 Detection error: 0.01066058874130249 time: 2:40:20.647399
- B/E: 137 / 72 , Gen_loss: -0.34729636 MI_loss: 21.129564 Detection error: 0.010668277740478516 time: 2:40:21.507446
- B/E: 138 / 72 , Gen_loss: -0.35619333 MI_loss: 21.728586 Detection error: 0.0106697678565979 time: 2:40:22.366956
- B/E: 139 / 72 , Gen_loss: -0.36225963 MI_loss: 21.916012 Detection error: 0.01067274808883667 time: 2:40:23.135280
- B/E: 140 / 72 , Gen_loss: -0.35306752 MI_loss: 21.473583 Detection error: 0.010677754878997803 time: 2:40:23.884670
- B/E: 141 / 72 , Gen_loss: -0.35398 MI_loss: 21.389355 Detection error: 0.010674536228179932 time: 2:40:24.712935
- B/E: 142 / 72 , Gen_loss: -0.3614736 MI_loss: 21.842537 Detection error: 0.010669827461242676 time: 2:40:25.577891
- B/E: 143 / 72 , Gen_loss: -0.35395542 MI_loss: 21.40327 Detection error: 0.010664701461791992 time: 2:40:26.448636
- B/E: 144 / 72 , Gen_loss: -0.35095492 MI_loss: 21.140919 Detection error: 0.01067131757736206 time: 2:40:27.306919
- B/E: 145 / 72 , Gen_loss: -0.3591572 MI_loss: 21.758186 Detection error: 0.010673165321350098 time: 2:40:28.186786
- B/E: 146 / 72 , Gen_loss: -0.3510993 MI_loss: 21.325752 Detection error: 0.010679185390472412 time: 2:40:29.050823
- B/E: 147 / 72 , Gen_loss: -0.35354364 MI_loss: 21.37548 Detection error: 0.010682642459869385 time: 2:40:29.911141
- B/E: 148 / 72 , Gen_loss: -0.3557655 MI_loss: 21.78121 Detection error: 0.01068180799484253 time: 2:40:30.865604
- B/E: 149 / 72 , Gen_loss: -0.3546019 MI_loss: 21.56176 Detection error: 0.010689795017242432 time: 2:40:31.672883
-
- Test Loss: 11.110323 Test Error: 0.011316657066345215
- -----
- EPOCH: 73
- B/E: 0 / 73 , Gen_loss: -0.35059738 MI_loss: 21.343275 Detection error: 0.011937499046325684 time: 2:40:33.562548
- B/E: 1 / 73 , Gen_loss: -0.3270861 MI_loss: 19.968891 Detection error: 0.012406229972839355 time: 2:40:43.237437
- B/E: 2 / 73 , Gen_loss: -0.35114306 MI_loss: 21.395866 Detection error: 0.011458337306976318 time: 2:40:44.088945
- B/E: 3 / 73 , Gen_loss: -0.34458283 MI_loss: 20.89687 Detection error: 0.011281251907348633 time: 2:40:44.848192
- B/E: 4 / 73 , Gen_loss: -0.33850685 MI_loss: 20.487196 Detection error: 0.01123124361038208 time: 2:40:45.602716
- B/E: 5 / 73 , Gen_loss: -0.3400648 MI_loss: 20.681408 Detection error: 0.011145830154418945 time: 2:40:46.353423
- B/E: 6 / 73 , Gen_loss: -0.33503285 MI_loss: 20.434427 Detection error: 0.011138379573822021 time: 2:40:47.105648
- B/E: 7 / 73 , Gen_loss: -0.35232046 MI_loss: 21.527334 Detection error: 0.011128902435302734 time: 2:40:47.952539
- B/E: 8 / 73 , Gen_loss: -0.34867176 MI_loss: 20.989681 Detection error: 0.010982632637023926 time: 2:40:48.810880
- B/E: 9 / 73 , Gen_loss: -0.34955132 MI_loss: 21.352959 Detection error: 0.010962486267089844 time: 2:40:49.675429
- B/E: 10 / 73 , Gen_loss: -0.36086005 MI_loss: 21.927032 Detection error: 0.010931789875030518 time: 2:40:50.639021
- B/E: 11 / 73 , Gen_loss: -0.34491256 MI_loss: 20.99848 Detection error: 0.010934889316558838 time: 2:40:51.465820
- B/E: 12 / 73 , Gen_loss: -0.34019476 MI_loss: 20.747955 Detection error: 0.010971128940582275 time: 2:40:52.217793
- B/E: 13 / 73 , Gen_loss: -0.35735762 MI_loss: 21.6218 Detection error: 0.010926365852355957 time: 2:40:52.995860
- B/E: 14 / 73 , Gen_loss: -0.34807697 MI_loss: 20.952423 Detection error: 0.010910391807556152 time: 2:40:53.750008
- B/E: 15 / 73 , Gen_loss: -0.35332093 MI_loss: 21.377016 Detection error: 0.010890603065490723 time: 2:40:54.500826
- B/E: 16 / 73 , Gen_loss: -0.36021712 MI_loss: 21.673206 Detection error: 0.010795950889587402 time: 2:40:55.345026
- B/E: 17 / 73 , Gen_loss: -0.3541164 MI_loss: 21.618338 Detection error: 0.010814249515533447 time: 2:40:56.209019
- B/E: 18 / 73 , Gen_loss: -0.34691536 MI_loss: 21.090624 Detection error: 0.010759890079498291 time: 2:40:57.066719
- B/E: 19 / 73 , Gen_loss: -0.34646058 MI_loss: 21.07868 Detection error: 0.010756254196166992 time: 2:40:57.929215
- B/E: 20 / 73 , Gen_loss: -0.35336676 MI_loss: 21.290098 Detection error: 0.010770857334136963 time: 2:40:58.789718
- B/E: 21 / 73 , Gen_loss: -0.34773228 MI_loss: 21.20678 Detection error: 0.0107954740524292 time: 2:40:59.655045
- B/E: 22 / 73 , Gen_loss: -0.3506539 MI_loss: 21.226652 Detection error: 0.010758161544799805 time: 2:41:00.512383
- B/E: 23 / 73 , Gen_loss: -0.35201624 MI_loss: 21.32213 Detection error: 0.010748684406280518 time: 2:41:01.368798
- B/E: 24 / 73 , Gen_loss: -0.3539295 MI_loss: 21.440817 Detection error: 0.01073002815246582 time: 2:41:02.226093
- B/E: 25 / 73 , Gen_loss: -0.32941106 MI_loss: 19.876795 Detection error: 0.010740399360656738 time: 2:41:03.180212
- B/E: 26 / 73 , Gen_loss: -0.3456163 MI_loss: 20.937138 Detection error: 0.01080089807510376 time: 2:41:04.058156
- B/E: 27 / 73 , Gen_loss: -0.35462174 MI_loss: 21.644678 Detection error: 0.010803580284118652 time: 2:41:04.927897
- B/E: 28 / 73 , Gen_loss: -0.35721534 MI_loss: 21.744865 Detection error: 0.010806024074554443 time: 2:41:05.788212
- B/E: 29 / 73 , Gen_loss: -0.3435853 MI_loss: 20.816275 Detection error: 0.010798931121826172 time: 2:41:06.674338
- B/E: 30 / 73 , Gen_loss: -0.3522241 MI_loss: 21.314955 Detection error: 0.010768115520477295 time: 2:41:07.539591
- B/E: 31 / 73 , Gen_loss: -0.33645812 MI_loss: 20.37765 Detection error: 0.010744154453277588 time: 2:41:08.399849
- B/E: 32 / 73 , Gen_loss: -0.3615313 MI_loss: 22.047867 Detection error: 0.010742425918579102 time: 2:41:09.259086
- B/E: 33 / 73 , Gen_loss: -0.3483335 MI_loss: 21.18695 Detection error: 0.010708630084991455 time: 2:41:10.140750
- B/E: 34 / 73 , Gen_loss: -0.3414065 MI_loss: 20.773062 Detection error: 0.010715186595916748 time: 2:41:11.008765
- B/E: 35 / 73 , Gen_loss: -0.35194805 MI_loss: 21.256548 Detection error: 0.010697901248931885 time: 2:41:11.867173
- B/E: 36 / 73 , Gen_loss: -0.34521568 MI_loss: 21.029308 Detection error: 0.010690033435821533 time: 2:41:12.724961
- B/E: 37 / 73 , Gen_loss: -0.35583225 MI_loss: 21.4992 Detection error: 0.010677635669708252 time: 2:41:13.585807
- B/E: 38 / 73 , Gen_loss: -0.34828052 MI_loss: 21.068264 Detection error: 0.010679483413696289 time: 2:41:14.375992
- B/E: 39 / 73 , Gen_loss: -0.35001186 MI_loss: 21.033564 Detection error: 0.010665595531463623 time: 2:41:15.124428
- B/E: 40 / 73 , Gen_loss: -0.35712805 MI_loss: 21.684412 Detection error: 0.010658562183380127 time: 2:41:15.874699
- B/E: 41 / 73 , Gen_loss: -0.34574717 MI_loss: 21.06506 Detection error: 0.010659217834472656 time: 2:41:16.726445
- B/E: 42 / 73 , Gen_loss: -0.35083035 MI_loss: 21.152061 Detection error: 0.010656237602233887 time: 2:41:17.477848
- B/E: 43 / 73 , Gen_loss: -0.349102 MI_loss: 21.123116 Detection error: 0.010646998882293701 time: 2:41:18.248454
- B/E: 44 / 73 , Gen_loss: -0.35504404 MI_loss: 21.421608 Detection error: 0.010654151439666748 time: 2:41:19.008888
- B/E: 45 / 73 , Gen_loss: -0.34107447 MI_loss: 20.78971 Detection error: 0.010681390762329102 time: 2:41:19.867601
- B/E: 46 / 73 , Gen_loss: -0.35711223 MI_loss: 21.502201 Detection error: 0.010670185089111328 time: 2:41:20.730043
- B/E: 47 / 73 , Gen_loss: -0.35638025 MI_loss: 21.649206 Detection error: 0.010669291019439697 time: 2:41:21.590755
- B/E: 48 / 73 , Gen_loss: -0.35511032 MI_loss: 21.658455 Detection error: 0.010676026344299316 time: 2:41:22.450664
- B/E: 49 / 73 , Gen_loss: -0.3442171 MI_loss: 21.04377 Detection error: 0.010689377784729004 time: 2:41:23.310927
- B/E: 50 / 73 , Gen_loss: -0.34300023 MI_loss: 20.847109 Detection error: 0.010700345039367676 time: 2:41:24.173251
- B/E: 51 / 73 , Gen_loss: -0.35532033 MI_loss: 21.636314 Detection error: 0.010689914226531982 time: 2:41:25.034958
- B/E: 52 / 73 , Gen_loss: -0.35030806 MI_loss: 21.301481 Detection error: 0.010687470436096191 time: 2:41:25.892571
- B/E: 53 / 73 , Gen_loss: -0.35147566 MI_loss: 21.323263 Detection error: 0.010699629783630371 time: 2:41:26.752393
- B/E: 54 / 73 , Gen_loss: -0.3449431 MI_loss: 20.899624 Detection error: 0.010691463947296143 time: 2:41:27.616040
- B/E: 55 / 73 , Gen_loss: -0.36521307 MI_loss: 22.248611 Detection error: 0.010675787925720215 time: 2:41:28.474114
- B/E: 56 / 73 , Gen_loss: -0.35342288 MI_loss: 21.462276 Detection error: 0.010663390159606934 time: 2:41:29.331899
- B/E: 57 / 73 , Gen_loss: -0.35920253 MI_loss: 21.734362 Detection error: 0.010649800300598145 time: 2:41:30.288108
- B/E: 58 / 73 , Gen_loss: -0.35697213 MI_loss: 21.69249 Detection error: 0.010633468627929688 time: 2:41:31.150605
- B/E: 59 / 73 , Gen_loss: -0.35293987 MI_loss: 21.47589 Detection error: 0.010661482810974121 time: 2:41:32.014076
- B/E: 60 / 73 , Gen_loss: -0.3574741 MI_loss: 21.715689 Detection error: 0.010654211044311523 time: 2:41:32.877250
- B/E: 61 / 73 , Gen_loss: -0.33466268 MI_loss: 20.45369 Detection error: 0.010661780834197998 time: 2:41:33.661782
- B/E: 62 / 73 , Gen_loss: -0.35142767 MI_loss: 21.461853 Detection error: 0.01065969467163086 time: 2:41:34.412444
- B/E: 63 / 73 , Gen_loss: -0.34728092 MI_loss: 21.170328 Detection error: 0.010664522647857666 time: 2:41:35.173502
- B/E: 64 / 73 , Gen_loss: -0.3489657 MI_loss: 21.088945 Detection error: 0.01065915822982788 time: 2:41:35.924188
- B/E: 65 / 73 , Gen_loss: -0.36030945 MI_loss: 21.826614 Detection error: 0.0106581449508667 time: 2:41:36.676107
- B/E: 66 / 73 , Gen_loss: -0.3565194 MI_loss: 21.53323 Detection error: 0.010655760765075684 time: 2:41:37.430366
- B/E: 67 / 73 , Gen_loss: -0.35958245 MI_loss: 21.709192 Detection error: 0.010637879371643066 time: 2:41:38.308448
- B/E: 68 / 73 , Gen_loss: -0.3435244 MI_loss: 20.818707 Detection error: 0.01064765453338623 time: 2:41:39.169523
- B/E: 69 / 73 , Gen_loss: -0.35485446 MI_loss: 21.441996 Detection error: 0.010654449462890625 time: 2:41:40.028370
- B/E: 70 / 73 , Gen_loss: -0.36194557 MI_loss: 21.871092 Detection error: 0.010650098323822021 time: 2:41:40.805805
- B/E: 71 / 73 , Gen_loss: -0.34661344 MI_loss: 20.918491 Detection error: 0.010650634765625 time: 2:41:41.557799
- B/E: 72 / 73 , Gen_loss: -0.36425072 MI_loss: 22.169714 Detection error: 0.010653674602508545 time: 2:41:42.414389
- B/E: 73 / 73 , Gen_loss: -0.35310513 MI_loss: 21.391605 Detection error: 0.010646522045135498 time: 2:41:43.370821
- B/E: 74 / 73 , Gen_loss: -0.36560297 MI_loss: 22.16056 Detection error: 0.010637938976287842 time: 2:41:44.177442
- B/E: 75 / 73 , Gen_loss: -0.34402564 MI_loss: 20.908157 Detection error: 0.0106278657913208 time: 2:41:44.934276
- B/E: 76 / 73 , Gen_loss: -0.3452954 MI_loss: 20.93403 Detection error: 0.010634362697601318 time: 2:41:45.776314
- B/E: 77 / 73 , Gen_loss: -0.35452622 MI_loss: 21.572155 Detection error: 0.010630190372467041 time: 2:41:46.633583
- B/E: 78 / 73 , Gen_loss: -0.35642076 MI_loss: 21.596046 Detection error: 0.010626554489135742 time: 2:41:47.490772
- B/E: 79 / 73 , Gen_loss: -0.345201 MI_loss: 21.037388 Detection error: 0.010638296604156494 time: 2:41:48.348438
- B/E: 80 / 73 , Gen_loss: -0.36908048 MI_loss: 22.346527 Detection error: 0.010646224021911621 time: 2:41:49.208184
- B/E: 81 / 73 , Gen_loss: -0.35698923 MI_loss: 21.66375 Detection error: 0.010637223720550537 time: 2:41:50.065124
- B/E: 82 / 73 , Gen_loss: -0.34665325 MI_loss: 21.021534 Detection error: 0.010625362396240234 time: 2:41:50.924767
- B/E: 83 / 73 , Gen_loss: -0.3505084 MI_loss: 21.183523 Detection error: 0.010625720024108887 time: 2:41:51.782214
- B/E: 84 / 73 , Gen_loss: -0.35443774 MI_loss: 21.576725 Detection error: 0.010625720024108887 time: 2:41:52.645331
- B/E: 85 / 73 , Gen_loss: -0.3579119 MI_loss: 21.774958 Detection error: 0.01060718297958374 time: 2:41:53.504096
- B/E: 86 / 73 , Gen_loss: -0.35565135 MI_loss: 21.551514 Detection error: 0.010612070560455322 time: 2:41:54.361953
- B/E: 87 / 73 , Gen_loss: -0.35352534 MI_loss: 21.477722 Detection error: 0.010601580142974854 time: 2:41:55.219840
- B/E: 88 / 73 , Gen_loss: -0.34813097 MI_loss: 21.183466 Detection error: 0.010589540004730225 time: 2:41:56.079668
- B/E: 89 / 73 , Gen_loss: -0.35912558 MI_loss: 21.758698 Detection error: 0.010594069957733154 time: 2:41:56.939686
- B/E: 90 / 73 , Gen_loss: -0.35028577 MI_loss: 21.254915 Detection error: 0.010596156120300293 time: 2:41:57.692168
- B/E: 91 / 73 , Gen_loss: -0.34607643 MI_loss: 20.942093 Detection error: 0.010596811771392822 time: 2:41:58.448979
- B/E: 92 / 73 , Gen_loss: -0.36115754 MI_loss: 21.83614 Detection error: 0.010592758655548096 time: 2:41:59.199838
- B/E: 93 / 73 , Gen_loss: -0.34372574 MI_loss: 20.967579 Detection error: 0.010594725608825684 time: 2:41:59.976535
- B/E: 94 / 73 , Gen_loss: -0.34998786 MI_loss: 21.422974 Detection error: 0.010607898235321045 time: 2:42:00.760854
- B/E: 95 / 73 , Gen_loss: -0.36807153 MI_loss: 22.505085 Detection error: 0.010616183280944824 time: 2:42:01.619201
- B/E: 96 / 73 , Gen_loss: -0.35224265 MI_loss: 21.263481 Detection error: 0.010611474514007568 time: 2:42:02.501404
- B/E: 97 / 73 , Gen_loss: -0.35247448 MI_loss: 21.546085 Detection error: 0.01060396432876587 time: 2:42:03.288221
- B/E: 98 / 73 , Gen_loss: -0.34442258 MI_loss: 20.93525 Detection error: 0.010595977306365967 time: 2:42:04.039671
- B/E: 99 / 73 , Gen_loss: -0.35542324 MI_loss: 21.468168 Detection error: 0.010599970817565918 time: 2:42:04.790146
- B/E: 100 / 73 , Gen_loss: -0.35163543 MI_loss: 21.44756 Detection error: 0.010600864887237549 time: 2:42:05.597314
- B/E: 101 / 73 , Gen_loss: -0.3575824 MI_loss: 21.728294 Detection error: 0.010606646537780762 time: 2:42:06.344938
- B/E: 102 / 73 , Gen_loss: -0.3467783 MI_loss: 21.052229 Detection error: 0.010608017444610596 time: 2:42:07.105533
- B/E: 103 / 73 , Gen_loss: -0.36687717 MI_loss: 22.226608 Detection error: 0.010609984397888184 time: 2:42:07.854885
- B/E: 104 / 73 , Gen_loss: -0.35197267 MI_loss: 21.238758 Detection error: 0.010614871978759766 time: 2:42:08.606056
- B/E: 105 / 73 , Gen_loss: -0.35034758 MI_loss: 21.197128 Detection error: 0.010614097118377686 time: 2:42:09.445182
- B/E: 106 / 73 , Gen_loss: -0.34608188 MI_loss: 21.079458 Detection error: 0.010618269443511963 time: 2:42:10.327563
- B/E: 107 / 73 , Gen_loss: -0.35379866 MI_loss: 21.505877 Detection error: 0.010623574256896973 time: 2:42:11.187002
- B/E: 108 / 73 , Gen_loss: -0.34561345 MI_loss: 20.941002 Detection error: 0.010627031326293945 time: 2:42:12.043797
- B/E: 109 / 73 , Gen_loss: -0.35145092 MI_loss: 21.310658 Detection error: 0.010619878768920898 time: 2:42:12.834838
- B/E: 110 / 73 , Gen_loss: -0.3552539 MI_loss: 21.477676 Detection error: 0.010611474514007568 time: 2:42:13.607606
- B/E: 111 / 73 , Gen_loss: -0.3595521 MI_loss: 21.798195 Detection error: 0.01060628890991211 time: 2:42:14.390169
- B/E: 112 / 73 , Gen_loss: -0.35214636 MI_loss: 21.386494 Detection error: 0.01060396432876587 time: 2:42:15.140954
- B/E: 113 / 73 , Gen_loss: -0.35262948 MI_loss: 21.63374 Detection error: 0.010609924793243408 time: 2:42:15.890412
- B/E: 114 / 73 , Gen_loss: -0.34579793 MI_loss: 20.92035 Detection error: 0.010611116886138916 time: 2:42:16.640616
- B/E: 115 / 73 , Gen_loss: -0.34659246 MI_loss: 21.097256 Detection error: 0.010611236095428467 time: 2:42:17.409717
- B/E: 116 / 73 , Gen_loss: -0.34448317 MI_loss: 20.820198 Detection error: 0.01060950756072998 time: 2:42:18.271892
- B/E: 117 / 73 , Gen_loss: -0.35363328 MI_loss: 21.532654 Detection error: 0.010617852210998535 time: 2:42:19.131761
- B/E: 118 / 73 , Gen_loss: -0.35600314 MI_loss: 21.602108 Detection error: 0.01060950756072998 time: 2:42:19.922385
- B/E: 119 / 73 , Gen_loss: -0.35260397 MI_loss: 21.394625 Detection error: 0.010612249374389648 time: 2:42:20.678410
- B/E: 120 / 73 , Gen_loss: -0.33945873 MI_loss: 20.760729 Detection error: 0.010605096817016602 time: 2:42:21.431702
- B/E: 121 / 73 , Gen_loss: -0.35328078 MI_loss: 21.388344 Detection error: 0.010608375072479248 time: 2:42:22.282450
- B/E: 122 / 73 , Gen_loss: -0.35623223 MI_loss: 21.424477 Detection error: 0.010608494281768799 time: 2:42:23.082716
- B/E: 123 / 73 , Gen_loss: -0.3526924 MI_loss: 21.423082 Detection error: 0.010601580142974854 time: 2:42:23.930797
- B/E: 124 / 73 , Gen_loss: -0.35810786 MI_loss: 21.85397 Detection error: 0.010600745677947998 time: 2:42:24.794515
- B/E: 125 / 73 , Gen_loss: -0.35560426 MI_loss: 21.589092 Detection error: 0.010607123374938965 time: 2:42:25.653480
- B/E: 126 / 73 , Gen_loss: -0.3453773 MI_loss: 21.039005 Detection error: 0.010613203048706055 time: 2:42:26.430716
- B/E: 127 / 73 , Gen_loss: -0.352006 MI_loss: 21.336296 Detection error: 0.01061326265335083 time: 2:42:27.217054
- B/E: 128 / 73 , Gen_loss: -0.35366887 MI_loss: 21.45631 Detection error: 0.010618448257446289 time: 2:42:27.966286
- B/E: 129 / 73 , Gen_loss: -0.35529703 MI_loss: 21.679832 Detection error: 0.010621607303619385 time: 2:42:28.731431
- B/E: 130 / 73 , Gen_loss: -0.35430387 MI_loss: 21.42747 Detection error: 0.010634779930114746 time: 2:42:29.603511
- B/E: 131 / 73 , Gen_loss: -0.35039678 MI_loss: 21.258654 Detection error: 0.010636866092681885 time: 2:42:30.461466
- B/E: 132 / 73 , Gen_loss: -0.35610452 MI_loss: 21.513357 Detection error: 0.01062709093093872 time: 2:42:31.316910
- B/E: 133 / 73 , Gen_loss: -0.34912002 MI_loss: 21.15824 Detection error: 0.010638535022735596 time: 2:42:32.177216
- B/E: 134 / 73 , Gen_loss: -0.35782203 MI_loss: 21.852043 Detection error: 0.010645806789398193 time: 2:42:33.035043
- B/E: 135 / 73 , Gen_loss: -0.34925926 MI_loss: 21.102758 Detection error: 0.010644733905792236 time: 2:42:33.828514
- B/E: 136 / 73 , Gen_loss: -0.35262564 MI_loss: 21.375208 Detection error: 0.010646462440490723 time: 2:42:34.581846
- B/E: 137 / 73 , Gen_loss: -0.35262173 MI_loss: 21.362299 Detection error: 0.010647892951965332 time: 2:42:35.423905
- B/E: 138 / 73 , Gen_loss: -0.347448 MI_loss: 21.156054 Detection error: 0.010654449462890625 time: 2:42:36.186534
- B/E: 139 / 73 , Gen_loss: -0.35748446 MI_loss: 21.58056 Detection error: 0.010656476020812988 time: 2:42:36.936882
- B/E: 140 / 73 , Gen_loss: -0.34720397 MI_loss: 21.16156 Detection error: 0.01065826416015625 time: 2:42:37.771711
- B/E: 141 / 73 , Gen_loss: -0.3563213 MI_loss: 21.547192 Detection error: 0.010659098625183105 time: 2:42:38.634645
- B/E: 142 / 73 , Gen_loss: -0.35061455 MI_loss: 21.21394 Detection error: 0.01065295934677124 time: 2:42:39.497227
- B/E: 143 / 73 , Gen_loss: -0.35379028 MI_loss: 21.391657 Detection error: 0.010653018951416016 time: 2:42:40.371682
- B/E: 144 / 73 , Gen_loss: -0.3595744 MI_loss: 21.810759 Detection error: 0.010657966136932373 time: 2:42:41.159554
- B/E: 145 / 73 , Gen_loss: -0.34923807 MI_loss: 20.979248 Detection error: 0.010660111904144287 time: 2:42:42.004542
- B/E: 146 / 73 , Gen_loss: -0.3550484 MI_loss: 21.613848 Detection error: 0.01066434383392334 time: 2:42:42.896654
- B/E: 147 / 73 , Gen_loss: -0.35455546 MI_loss: 21.490082 Detection error: 0.010665357112884521 time: 2:42:43.680459
- B/E: 148 / 73 , Gen_loss: -0.35600752 MI_loss: 21.630589 Detection error: 0.010671555995941162 time: 2:42:44.431024
- B/E: 149 / 73 , Gen_loss: -0.3476728 MI_loss: 21.157593 Detection error: 0.01067352294921875 time: 2:42:45.193882
-
- Test Loss: 11.08486 Test Error: 0.011133313179016113
- -----
- EPOCH: 74
- B/E: 0 / 74 , Gen_loss: -0.3536371 MI_loss: 21.382263 Detection error: 0.011562526226043701 time: 2:42:47.109744
- B/E: 1 / 74 , Gen_loss: -0.3391647 MI_loss: 20.796778 Detection error: 0.012359380722045898 time: 2:42:56.841577
- B/E: 2 / 74 , Gen_loss: -0.34133756 MI_loss: 20.74448 Detection error: 0.011489570140838623 time: 2:42:57.814137
- B/E: 3 / 74 , Gen_loss: -0.35553744 MI_loss: 21.815508 Detection error: 0.011460959911346436 time: 2:42:58.672106
- B/E: 4 / 74 , Gen_loss: -0.34284624 MI_loss: 20.669355 Detection error: 0.01116877794265747 time: 2:42:59.533826
- B/E: 5 / 74 , Gen_loss: -0.34244102 MI_loss: 20.948566 Detection error: 0.011067688465118408 time: 2:43:00.393779
- B/E: 6 / 74 , Gen_loss: -0.34722382 MI_loss: 21.19245 Detection error: 0.011066973209381104 time: 2:43:01.251506
- B/E: 7 / 74 , Gen_loss: -0.34596348 MI_loss: 21.004143 Detection error: 0.011105477809906006 time: 2:43:02.112791
- B/E: 8 / 74 , Gen_loss: -0.3469686 MI_loss: 20.947248 Detection error: 0.011027753353118896 time: 2:43:02.979181
- B/E: 9 / 74 , Gen_loss: -0.3469496 MI_loss: 20.92256 Detection error: 0.010890603065490723 time: 2:43:03.843957
- B/E: 10 / 74 , Gen_loss: -0.3611615 MI_loss: 21.903057 Detection error: 0.01089775562286377 time: 2:43:04.724447
- B/E: 11 / 74 , Gen_loss: -0.3499933 MI_loss: 21.271925 Detection error: 0.010898411273956299 time: 2:43:05.519611
- B/E: 12 / 74 , Gen_loss: -0.35887283 MI_loss: 21.714746 Detection error: 0.010930299758911133 time: 2:43:06.273418
- B/E: 13 / 74 , Gen_loss: -0.3446772 MI_loss: 20.816837 Detection error: 0.0109330415725708 time: 2:43:07.031171
- B/E: 14 / 74 , Gen_loss: -0.3522781 MI_loss: 21.304255 Detection error: 0.010887503623962402 time: 2:43:07.808764
- B/E: 15 / 74 , Gen_loss: -0.3511172 MI_loss: 21.284245 Detection error: 0.01091015338897705 time: 2:43:08.557530
- B/E: 16 / 74 , Gen_loss: -0.35347092 MI_loss: 21.39327 Detection error: 0.010805130004882812 time: 2:43:09.314226
- B/E: 17 / 74 , Gen_loss: -0.35430568 MI_loss: 21.574705 Detection error: 0.010795116424560547 time: 2:43:10.067990
- B/E: 18 / 74 , Gen_loss: -0.34550026 MI_loss: 20.833372 Detection error: 0.010730266571044922 time: 2:43:10.907722
- B/E: 19 / 74 , Gen_loss: -0.35453588 MI_loss: 21.539858 Detection error: 0.01074373722076416 time: 2:43:11.657449
- B/E: 20 / 74 , Gen_loss: -0.35183477 MI_loss: 21.159636 Detection error: 0.010773837566375732 time: 2:43:12.411931
- B/E: 21 / 74 , Gen_loss: -0.34187028 MI_loss: 20.86364 Detection error: 0.010786950588226318 time: 2:43:13.196718
- B/E: 22 / 74 , Gen_loss: -0.35447067 MI_loss: 21.536469 Detection error: 0.010752737522125244 time: 2:43:13.962087
- B/E: 23 / 74 , Gen_loss: -0.372213 MI_loss: 22.561184 Detection error: 0.010743498802185059 time: 2:43:14.715375
- B/E: 24 / 74 , Gen_loss: -0.3523553 MI_loss: 21.361044 Detection error: 0.010746240615844727 time: 2:43:15.471493
- B/E: 25 / 74 , Gen_loss: -0.35000217 MI_loss: 21.223137 Detection error: 0.010763227939605713 time: 2:43:16.224609
- B/E: 26 / 74 , Gen_loss: -0.33936092 MI_loss: 20.72981 Detection error: 0.010809004306793213 time: 2:43:16.999449
- B/E: 27 / 74 , Gen_loss: -0.35863778 MI_loss: 21.745724 Detection error: 0.010805785655975342 time: 2:43:17.751138
- B/E: 28 / 74 , Gen_loss: -0.35184562 MI_loss: 21.299252 Detection error: 0.010813593864440918 time: 2:43:18.500895
- B/E: 29 / 74 , Gen_loss: -0.3501472 MI_loss: 21.28278 Detection error: 0.010823965072631836 time: 2:43:19.251416
- B/E: 30 / 74 , Gen_loss: -0.3572632 MI_loss: 21.709322 Detection error: 0.010795354843139648 time: 2:43:20.002051
- B/E: 31 / 74 , Gen_loss: -0.3452732 MI_loss: 20.848486 Detection error: 0.010753929615020752 time: 2:43:20.854566
- B/E: 32 / 74 , Gen_loss: -0.3601952 MI_loss: 21.826786 Detection error: 0.01076894998550415 time: 2:43:21.608452
- B/E: 33 / 74 , Gen_loss: -0.3475716 MI_loss: 21.073608 Detection error: 0.010748147964477539 time: 2:43:22.364407
- B/E: 34 / 74 , Gen_loss: -0.35114795 MI_loss: 21.37476 Detection error: 0.01074284315109253 time: 2:43:23.113323
- B/E: 35 / 74 , Gen_loss: -0.35423926 MI_loss: 21.47394 Detection error: 0.010720491409301758 time: 2:43:23.867750
- B/E: 36 / 74 , Gen_loss: -0.35517573 MI_loss: 21.63707 Detection error: 0.010702729225158691 time: 2:43:24.622183
- B/E: 37 / 74 , Gen_loss: -0.3624788 MI_loss: 22.009796 Detection error: 0.010699808597564697 time: 2:43:25.390649
- B/E: 38 / 74 , Gen_loss: -0.36232096 MI_loss: 21.98808 Detection error: 0.01071631908416748 time: 2:43:26.140445
- B/E: 39 / 74 , Gen_loss: -0.35054535 MI_loss: 21.069647 Detection error: 0.010696887969970703 time: 2:43:26.891202
- B/E: 40 / 74 , Gen_loss: -0.33911142 MI_loss: 20.67504 Detection error: 0.010690569877624512 time: 2:43:27.645422
- B/E: 41 / 74 , Gen_loss: -0.33910528 MI_loss: 20.50635 Detection error: 0.010683059692382812 time: 2:43:28.396499
- B/E: 42 / 74 , Gen_loss: -0.34966713 MI_loss: 21.041561 Detection error: 0.010665714740753174 time: 2:43:29.238343
- B/E: 43 / 74 , Gen_loss: -0.3602387 MI_loss: 21.796528 Detection error: 0.010649144649505615 time: 2:43:30.101659
- B/E: 44 / 74 , Gen_loss: -0.36101478 MI_loss: 22.02167 Detection error: 0.010672926902770996 time: 2:43:30.965218
- B/E: 45 / 74 , Gen_loss: -0.35494497 MI_loss: 21.420618 Detection error: 0.010673224925994873 time: 2:43:31.825505
- B/E: 46 / 74 , Gen_loss: -0.33553538 MI_loss: 20.30922 Detection error: 0.010674893856048584 time: 2:43:32.685684
- B/E: 47 / 74 , Gen_loss: -0.35738337 MI_loss: 21.730982 Detection error: 0.010664701461791992 time: 2:43:33.545637
- B/E: 48 / 74 , Gen_loss: -0.3443581 MI_loss: 21.12086 Detection error: 0.010687470436096191 time: 2:43:34.489094
- B/E: 49 / 74 , Gen_loss: -0.3627982 MI_loss: 22.021996 Detection error: 0.010697484016418457 time: 2:43:35.350144
- B/E: 50 / 74 , Gen_loss: -0.3566255 MI_loss: 21.598732 Detection error: 0.010700345039367676 time: 2:43:36.210438
- B/E: 51 / 74 , Gen_loss: -0.36044204 MI_loss: 21.929115 Detection error: 0.010700702667236328 time: 2:43:37.072625
- B/E: 52 / 74 , Gen_loss: -0.36007994 MI_loss: 21.866125 Detection error: 0.010699272155761719 time: 2:43:37.934976
- B/E: 53 / 74 , Gen_loss: -0.34723252 MI_loss: 21.033632 Detection error: 0.010707736015319824 time: 2:43:38.796076
- B/E: 54 / 74 , Gen_loss: -0.35636777 MI_loss: 21.778109 Detection error: 0.010701119899749756 time: 2:43:39.653601
- B/E: 55 / 74 , Gen_loss: -0.3548957 MI_loss: 21.474155 Detection error: 0.01068413257598877 time: 2:43:40.511516
- B/E: 56 / 74 , Gen_loss: -0.35016584 MI_loss: 21.267166 Detection error: 0.010668337345123291 time: 2:43:41.376501
- B/E: 57 / 74 , Gen_loss: -0.35758477 MI_loss: 21.752512 Detection error: 0.01065891981124878 time: 2:43:42.239047
- B/E: 58 / 74 , Gen_loss: -0.34963253 MI_loss: 21.276524 Detection error: 0.010644614696502686 time: 2:43:43.100013
- B/E: 59 / 74 , Gen_loss: -0.35018903 MI_loss: 21.115297 Detection error: 0.010656774044036865 time: 2:43:43.958946
- B/E: 60 / 74 , Gen_loss: -0.3548525 MI_loss: 21.626396 Detection error: 0.010652124881744385 time: 2:43:44.843769
- B/E: 61 / 74 , Gen_loss: -0.34596273 MI_loss: 20.94973 Detection error: 0.010648190975189209 time: 2:43:45.709958
- B/E: 62 / 74 , Gen_loss: -0.35021925 MI_loss: 21.33537 Detection error: 0.01066368818283081 time: 2:43:46.572438
- B/E: 63 / 74 , Gen_loss: -0.36243585 MI_loss: 21.90622 Detection error: 0.010660648345947266 time: 2:43:47.522200
- B/E: 64 / 74 , Gen_loss: -0.35083982 MI_loss: 21.306929 Detection error: 0.010651469230651855 time: 2:43:48.403089
- B/E: 65 / 74 , Gen_loss: -0.34988025 MI_loss: 21.249628 Detection error: 0.010648190975189209 time: 2:43:49.206488
- B/E: 66 / 74 , Gen_loss: -0.36037147 MI_loss: 21.886492 Detection error: 0.010650634765625 time: 2:43:49.958829
- B/E: 67 / 74 , Gen_loss: -0.35365877 MI_loss: 21.352009 Detection error: 0.0106392502784729 time: 2:43:50.710168
- B/E: 68 / 74 , Gen_loss: -0.35829437 MI_loss: 21.818466 Detection error: 0.010638594627380371 time: 2:43:51.466642
- B/E: 69 / 74 , Gen_loss: -0.3510425 MI_loss: 21.26158 Detection error: 0.010643303394317627 time: 2:43:52.220728
- B/E: 70 / 74 , Gen_loss: -0.35050705 MI_loss: 21.317066 Detection error: 0.010639548301696777 time: 2:43:52.974213
- B/E: 71 / 74 , Gen_loss: -0.35001817 MI_loss: 21.207382 Detection error: 0.010651469230651855 time: 2:43:53.727178
- B/E: 72 / 74 , Gen_loss: -0.35040957 MI_loss: 21.261055 Detection error: 0.010639965534210205 time: 2:43:54.480514
- B/E: 73 / 74 , Gen_loss: -0.34359536 MI_loss: 20.918327 Detection error: 0.010640203952789307 time: 2:43:55.231448
- B/E: 74 / 74 , Gen_loss: -0.34603065 MI_loss: 21.11232 Detection error: 0.010637104511260986 time: 2:43:55.987301
- B/E: 75 / 74 , Gen_loss: -0.35364607 MI_loss: 21.516186 Detection error: 0.010628700256347656 time: 2:43:56.754179
- B/E: 76 / 74 , Gen_loss: -0.34356228 MI_loss: 20.961761 Detection error: 0.0106278657913208 time: 2:43:57.508754
- B/E: 77 / 74 , Gen_loss: -0.35255122 MI_loss: 21.442858 Detection error: 0.010628998279571533 time: 2:43:58.262391
- B/E: 78 / 74 , Gen_loss: -0.35376424 MI_loss: 21.312555 Detection error: 0.010622203350067139 time: 2:43:59.014799
- B/E: 79 / 74 , Gen_loss: -0.3478725 MI_loss: 21.207258 Detection error: 0.010638654232025146 time: 2:43:59.871150
- B/E: 80 / 74 , Gen_loss: -0.34948635 MI_loss: 21.210402 Detection error: 0.010650455951690674 time: 2:44:00.721229
- B/E: 81 / 74 , Gen_loss: -0.34898362 MI_loss: 21.057777 Detection error: 0.010639071464538574 time: 2:44:01.581796
- B/E: 82 / 74 , Gen_loss: -0.35457832 MI_loss: 21.30844 Detection error: 0.010629534721374512 time: 2:44:02.437999
- B/E: 83 / 74 , Gen_loss: -0.35456356 MI_loss: 21.472729 Detection error: 0.0106276273727417 time: 2:44:03.298902
- B/E: 84 / 74 , Gen_loss: -0.34897783 MI_loss: 21.218052 Detection error: 0.010630905628204346 time: 2:44:04.156661
- B/E: 85 / 74 , Gen_loss: -0.35330185 MI_loss: 21.37769 Detection error: 0.010614454746246338 time: 2:44:05.019048
- B/E: 86 / 74 , Gen_loss: -0.35886258 MI_loss: 21.794315 Detection error: 0.010614216327667236 time: 2:44:05.881986
- B/E: 87 / 74 , Gen_loss: -0.34762663 MI_loss: 21.041267 Detection error: 0.010598361492156982 time: 2:44:06.757871
- B/E: 88 / 74 , Gen_loss: -0.35436976 MI_loss: 21.428396 Detection error: 0.010592341423034668 time: 2:44:07.619961
- B/E: 89 / 74 , Gen_loss: -0.34312934 MI_loss: 20.945023 Detection error: 0.010604500770568848 time: 2:44:08.503973
- B/E: 90 / 74 , Gen_loss: -0.3459905 MI_loss: 20.858377 Detection error: 0.010606110095977783 time: 2:44:09.362400
- B/E: 91 / 74 , Gen_loss: -0.3502557 MI_loss: 21.252354 Detection error: 0.010612785816192627 time: 2:44:10.226042
- B/E: 92 / 74 , Gen_loss: -0.341595 MI_loss: 20.64012 Detection error: 0.010599136352539062 time: 2:44:11.101042
- B/E: 93 / 74 , Gen_loss: -0.34798548 MI_loss: 21.13179 Detection error: 0.010600745677947998 time: 2:44:11.960600
- B/E: 94 / 74 , Gen_loss: -0.34885898 MI_loss: 21.271048 Detection error: 0.010620415210723877 time: 2:44:12.824606
- B/E: 95 / 74 , Gen_loss: -0.34652135 MI_loss: 21.018623 Detection error: 0.010620415210723877 time: 2:44:13.786032
- B/E: 96 / 74 , Gen_loss: -0.34570935 MI_loss: 20.944527 Detection error: 0.010617256164550781 time: 2:44:14.647731
- B/E: 97 / 74 , Gen_loss: -0.3551111 MI_loss: 21.643799 Detection error: 0.010604918003082275 time: 2:44:15.512902
- B/E: 98 / 74 , Gen_loss: -0.34752136 MI_loss: 21.058678 Detection error: 0.01059502363204956 time: 2:44:16.374264
- B/E: 99 / 74 , Gen_loss: -0.35327512 MI_loss: 21.298512 Detection error: 0.010590910911560059 time: 2:44:17.273769
- B/E: 100 / 74 , Gen_loss: -0.35733426 MI_loss: 21.796663 Detection error: 0.010592520236968994 time: 2:44:18.060562
- B/E: 101 / 74 , Gen_loss: -0.35443994 MI_loss: 21.39241 Detection error: 0.010598063468933105 time: 2:44:18.827387
- B/E: 102 / 74 , Gen_loss: -0.34370703 MI_loss: 20.779322 Detection error: 0.010599493980407715 time: 2:44:19.618241
- B/E: 103 / 74 , Gen_loss: -0.33855408 MI_loss: 20.525467 Detection error: 0.010602176189422607 time: 2:44:20.497692
- B/E: 104 / 74 , Gen_loss: -0.34338272 MI_loss: 20.867413 Detection error: 0.01060861349105835 time: 2:44:21.357316
- B/E: 105 / 74 , Gen_loss: -0.34616026 MI_loss: 21.049515 Detection error: 0.010602295398712158 time: 2:44:22.214331
- B/E: 106 / 74 , Gen_loss: -0.35790303 MI_loss: 21.720669 Detection error: 0.010608673095703125 time: 2:44:23.075567
- B/E: 107 / 74 , Gen_loss: -0.34954092 MI_loss: 21.366222 Detection error: 0.010611116886138916 time: 2:44:23.933755
- B/E: 108 / 74 , Gen_loss: -0.35979468 MI_loss: 21.871899 Detection error: 0.010618984699249268 time: 2:44:24.795813
- B/E: 109 / 74 , Gen_loss: -0.35890198 MI_loss: 21.863379 Detection error: 0.010609090328216553 time: 2:44:25.652821
- B/E: 110 / 74 , Gen_loss: -0.35708135 MI_loss: 21.67839 Detection error: 0.010603070259094238 time: 2:44:26.512250
- B/E: 111 / 74 , Gen_loss: -0.35995638 MI_loss: 21.77427 Detection error: 0.010594844818115234 time: 2:44:27.471022
- B/E: 112 / 74 , Gen_loss: -0.34852776 MI_loss: 21.075161 Detection error: 0.010595381259918213 time: 2:44:28.333187
- B/E: 113 / 74 , Gen_loss: -0.3501817 MI_loss: 21.339722 Detection error: 0.01060253381729126 time: 2:44:29.102606
- B/E: 114 / 74 , Gen_loss: -0.3522871 MI_loss: 21.488365 Detection error: 0.010609209537506104 time: 2:44:29.858092
- B/E: 115 / 74 , Gen_loss: -0.34368855 MI_loss: 20.697138 Detection error: 0.01060342788696289 time: 2:44:30.608206
- B/E: 116 / 74 , Gen_loss: -0.35988334 MI_loss: 21.782578 Detection error: 0.0106009840965271 time: 2:44:31.466513
- B/E: 117 / 74 , Gen_loss: -0.34306052 MI_loss: 20.916126 Detection error: 0.010605394840240479 time: 2:44:32.323075
- B/E: 118 / 74 , Gen_loss: -0.3470982 MI_loss: 20.91678 Detection error: 0.010596096515655518 time: 2:44:33.182666
- B/E: 119 / 74 , Gen_loss: -0.34487003 MI_loss: 20.78349 Detection error: 0.010596632957458496 time: 2:44:34.044910
- B/E: 120 / 74 , Gen_loss: -0.3534126 MI_loss: 21.504074 Detection error: 0.010596096515655518 time: 2:44:34.913769
- B/E: 121 / 74 , Gen_loss: -0.3493116 MI_loss: 21.296177 Detection error: 0.010601937770843506 time: 2:44:35.770708
- B/E: 122 / 74 , Gen_loss: -0.3589997 MI_loss: 21.66831 Detection error: 0.010596275329589844 time: 2:44:36.630086
- B/E: 123 / 74 , Gen_loss: -0.35047603 MI_loss: 21.244532 Detection error: 0.010593235492706299 time: 2:44:37.493331
- B/E: 124 / 74 , Gen_loss: -0.35283786 MI_loss: 21.532152 Detection error: 0.010596275329589844 time: 2:44:38.357515
- B/E: 125 / 74 , Gen_loss: -0.35680804 MI_loss: 21.705568 Detection error: 0.010596990585327148 time: 2:44:39.217697
- B/E: 126 / 74 , Gen_loss: -0.35024476 MI_loss: 21.225533 Detection error: 0.01060187816619873 time: 2:44:40.078445
- B/E: 127 / 74 , Gen_loss: -0.3451294 MI_loss: 21.002756 Detection error: 0.01060473918914795 time: 2:44:41.028662
- B/E: 128 / 74 , Gen_loss: -0.3465533 MI_loss: 20.964508 Detection error: 0.010606586933135986 time: 2:44:41.895633
- B/E: 129 / 74 , Gen_loss: -0.35811254 MI_loss: 21.789707 Detection error: 0.010612010955810547 time: 2:44:42.688800
- B/E: 130 / 74 , Gen_loss: -0.35153252 MI_loss: 21.445656 Detection error: 0.010622620582580566 time: 2:44:43.443948
- B/E: 131 / 74 , Gen_loss: -0.3643857 MI_loss: 22.009794 Detection error: 0.010624527931213379 time: 2:44:44.273898
- B/E: 132 / 74 , Gen_loss: -0.35794225 MI_loss: 21.617455 Detection error: 0.01061934232711792 time: 2:44:45.143123
- B/E: 133 / 74 , Gen_loss: -0.35167146 MI_loss: 21.304804 Detection error: 0.010627567768096924 time: 2:44:46.001273
- B/E: 134 / 74 , Gen_loss: -0.3545711 MI_loss: 21.646868 Detection error: 0.010636091232299805 time: 2:44:46.859593
- B/E: 135 / 74 , Gen_loss: -0.34870386 MI_loss: 21.23204 Detection error: 0.01063990592956543 time: 2:44:47.717475
- B/E: 136 / 74 , Gen_loss: -0.35069188 MI_loss: 21.253693 Detection error: 0.010642766952514648 time: 2:44:48.603745
- B/E: 137 / 74 , Gen_loss: -0.35519516 MI_loss: 21.574062 Detection error: 0.010644912719726562 time: 2:44:49.464185
- B/E: 138 / 74 , Gen_loss: -0.35373348 MI_loss: 21.525537 Detection error: 0.010647237300872803 time: 2:44:50.322472
- B/E: 139 / 74 , Gen_loss: -0.3566804 MI_loss: 21.63949 Detection error: 0.010652661323547363 time: 2:44:51.183681
- B/E: 140 / 74 , Gen_loss: -0.3525709 MI_loss: 21.500504 Detection error: 0.010654032230377197 time: 2:44:52.065152
- B/E: 141 / 74 , Gen_loss: -0.35870686 MI_loss: 21.631203 Detection error: 0.01065295934677124 time: 2:44:52.936736
- B/E: 142 / 74 , Gen_loss: -0.3579762 MI_loss: 21.671959 Detection error: 0.010651469230651855 time: 2:44:53.795688
- B/E: 143 / 74 , Gen_loss: -0.35055962 MI_loss: 21.16141 Detection error: 0.01064974069595337 time: 2:44:54.754184
- B/E: 144 / 74 , Gen_loss: -0.3481074 MI_loss: 21.154156 Detection error: 0.010655581951141357 time: 2:44:55.620621
- B/E: 145 / 74 , Gen_loss: -0.34727335 MI_loss: 20.956244 Detection error: 0.010661184787750244 time: 2:44:56.485178
- B/E: 146 / 74 , Gen_loss: -0.34250912 MI_loss: 20.571405 Detection error: 0.010661542415618896 time: 2:44:57.344620
- B/E: 147 / 74 , Gen_loss: -0.34834766 MI_loss: 21.140928 Detection error: 0.01066744327545166 time: 2:44:58.203115
- B/E: 148 / 74 , Gen_loss: -0.34922254 MI_loss: 21.196623 Detection error: 0.01066821813583374 time: 2:44:59.067258
- B/E: 149 / 74 , Gen_loss: -0.3523874 MI_loss: 21.373947 Detection error: 0.010671675205230713 time: 2:44:59.933230
-
- Test Loss: 11.079597 Test Error: 0.011366665363311768
- -----
- EPOCH: 75
- B/E: 0 / 75 , Gen_loss: -0.34707552 MI_loss: 21.023342 Detection error: 0.011749982833862305 time: 2:45:01.929157
- B/E: 1 / 75 , Gen_loss: -0.32579148 MI_loss: 19.829588 Detection error: 0.012203097343444824 time: 2:45:11.811036
- B/E: 2 / 75 , Gen_loss: -0.34061518 MI_loss: 20.695293 Detection error: 0.011427104473114014 time: 2:45:12.697433
- B/E: 3 / 75 , Gen_loss: -0.3435138 MI_loss: 20.934462 Detection error: 0.011218726634979248 time: 2:45:13.566740
- B/E: 4 / 75 , Gen_loss: -0.34045273 MI_loss: 20.712517 Detection error: 0.011131227016448975 time: 2:45:14.426053
- B/E: 5 / 75 , Gen_loss: -0.34916213 MI_loss: 21.340443 Detection error: 0.01102602481842041 time: 2:45:15.371615
- B/E: 6 / 75 , Gen_loss: -0.34552085 MI_loss: 21.150393 Detection error: 0.01102679967880249 time: 2:45:16.240870
- B/E: 7 / 75 , Gen_loss: -0.35734293 MI_loss: 21.789965 Detection error: 0.01103907823562622 time: 2:45:17.100893
- B/E: 8 / 75 , Gen_loss: -0.34494975 MI_loss: 20.886187 Detection error: 0.010923624038696289 time: 2:45:17.958451
- B/E: 9 / 75 , Gen_loss: -0.35917267 MI_loss: 21.804886 Detection error: 0.010843753814697266 time: 2:45:18.821724
- B/E: 10 / 75 , Gen_loss: -0.33828866 MI_loss: 20.37268 Detection error: 0.010860800743103027 time: 2:45:19.716752
- B/E: 11 / 75 , Gen_loss: -0.3534165 MI_loss: 21.562668 Detection error: 0.0108567476272583 time: 2:45:20.576082
- B/E: 12 / 75 , Gen_loss: -0.35006514 MI_loss: 21.208935 Detection error: 0.010913491249084473 time: 2:45:21.435717
- B/E: 13 / 75 , Gen_loss: -0.3457263 MI_loss: 20.747726 Detection error: 0.010890603065490723 time: 2:45:22.295481
- B/E: 14 / 75 , Gen_loss: -0.360232 MI_loss: 21.82217 Detection error: 0.010897934436798096 time: 2:45:23.278626
- B/E: 15 / 75 , Gen_loss: -0.35258242 MI_loss: 21.40209 Detection error: 0.010867178440093994 time: 2:45:24.028606
- B/E: 16 / 75 , Gen_loss: -0.34767583 MI_loss: 20.87038 Detection error: 0.010812520980834961 time: 2:45:24.780171
- B/E: 17 / 75 , Gen_loss: -0.35184696 MI_loss: 21.248297 Detection error: 0.010788202285766602 time: 2:45:25.532765
- B/E: 18 / 75 , Gen_loss: -0.34767327 MI_loss: 20.96768 Detection error: 0.010715484619140625 time: 2:45:26.377731
- B/E: 19 / 75 , Gen_loss: -0.34420955 MI_loss: 20.833826 Detection error: 0.010735929012298584 time: 2:45:27.235048
- B/E: 20 / 75 , Gen_loss: -0.3494612 MI_loss: 21.173336 Detection error: 0.010732114315032959 time: 2:45:28.224354
- B/E: 21 / 75 , Gen_loss: -0.3422926 MI_loss: 20.8098 Detection error: 0.010740041732788086 time: 2:45:29.083621
- B/E: 22 / 75 , Gen_loss: -0.36080986 MI_loss: 21.75699 Detection error: 0.010697007179260254 time: 2:45:29.942771
- B/E: 23 / 75 , Gen_loss: -0.35114536 MI_loss: 21.314426 Detection error: 0.010678410530090332 time: 2:45:30.800872
- B/E: 24 / 75 , Gen_loss: -0.34894443 MI_loss: 21.25676 Detection error: 0.010677516460418701 time: 2:45:31.660339
- B/E: 25 / 75 , Gen_loss: -0.35134795 MI_loss: 21.148762 Detection error: 0.010670661926269531 time: 2:45:32.516766
- B/E: 26 / 75 , Gen_loss: -0.3502635 MI_loss: 21.339596 Detection error: 0.010724544525146484 time: 2:45:33.374616
- B/E: 27 / 75 , Gen_loss: -0.36155346 MI_loss: 22.106514 Detection error: 0.010728776454925537 time: 2:45:34.232714
- B/E: 28 / 75 , Gen_loss: -0.35348216 MI_loss: 21.530437 Detection error: 0.010729551315307617 time: 2:45:35.096977
- B/E: 29 / 75 , Gen_loss: -0.35928854 MI_loss: 21.734594 Detection error: 0.01072603464126587 time: 2:45:35.955205
- B/E: 30 / 75 , Gen_loss: -0.35448787 MI_loss: 21.49318 Detection error: 0.010707676410675049 time: 2:45:36.813479
- B/E: 31 / 75 , Gen_loss: -0.35377926 MI_loss: 21.543709 Detection error: 0.010690450668334961 time: 2:45:37.673445
- B/E: 32 / 75 , Gen_loss: -0.34943953 MI_loss: 21.296446 Detection error: 0.010684669017791748 time: 2:45:38.535117
- B/E: 33 / 75 , Gen_loss: -0.351292 MI_loss: 21.320692 Detection error: 0.010666370391845703 time: 2:45:39.391769
- B/E: 34 / 75 , Gen_loss: -0.34476706 MI_loss: 21.069157 Detection error: 0.010655343532562256 time: 2:45:40.250753
- B/E: 35 / 75 , Gen_loss: -0.34344375 MI_loss: 20.771389 Detection error: 0.010632812976837158 time: 2:45:41.108237
- B/E: 36 / 75 , Gen_loss: -0.3459176 MI_loss: 20.980507 Detection error: 0.010641872882843018 time: 2:45:41.985355
- B/E: 37 / 75 , Gen_loss: -0.3428672 MI_loss: 20.751125 Detection error: 0.01063239574432373 time: 2:45:42.739469
- B/E: 38 / 75 , Gen_loss: -0.3475665 MI_loss: 21.137646 Detection error: 0.010650634765625 time: 2:45:43.592577
- B/E: 39 / 75 , Gen_loss: -0.3605248 MI_loss: 21.624699 Detection error: 0.010626554489135742 time: 2:45:44.456278
- B/E: 40 / 75 , Gen_loss: -0.35807303 MI_loss: 21.786434 Detection error: 0.010618150234222412 time: 2:45:45.317723
- B/E: 41 / 75 , Gen_loss: -0.3555669 MI_loss: 21.510527 Detection error: 0.010630190372467041 time: 2:45:46.174967
- B/E: 42 / 75 , Gen_loss: -0.3438218 MI_loss: 20.848284 Detection error: 0.010615527629852295 time: 2:45:47.037778
- B/E: 43 / 75 , Gen_loss: -0.35229513 MI_loss: 21.178846 Detection error: 0.010610103607177734 time: 2:45:47.895641
- B/E: 44 / 75 , Gen_loss: -0.3440742 MI_loss: 20.970592 Detection error: 0.010617375373840332 time: 2:45:48.765755
- B/E: 45 / 75 , Gen_loss: -0.35712752 MI_loss: 21.627165 Detection error: 0.01063448190689087 time: 2:45:49.626723
- B/E: 46 / 75 , Gen_loss: -0.336241 MI_loss: 20.326786 Detection error: 0.010642290115356445 time: 2:45:50.486720
- B/E: 47 / 75 , Gen_loss: -0.3529083 MI_loss: 21.401213 Detection error: 0.01062697172164917 time: 2:45:51.350134
- B/E: 48 / 75 , Gen_loss: -0.3594669 MI_loss: 21.770721 Detection error: 0.010646045207977295 time: 2:45:52.245265
- B/E: 49 / 75 , Gen_loss: -0.3488202 MI_loss: 21.199894 Detection error: 0.010644376277923584 time: 2:45:53.125625
- B/E: 50 / 75 , Gen_loss: -0.35518938 MI_loss: 21.569986 Detection error: 0.010653793811798096 time: 2:45:53.986013
- B/E: 51 / 75 , Gen_loss: -0.33776098 MI_loss: 20.570364 Detection error: 0.010656237602233887 time: 2:45:54.841947
- B/E: 52 / 75 , Gen_loss: -0.35824013 MI_loss: 21.52566 Detection error: 0.01065152883529663 time: 2:45:55.830809
- B/E: 53 / 75 , Gen_loss: -0.36689723 MI_loss: 22.263111 Detection error: 0.010651051998138428 time: 2:45:56.688784
- B/E: 54 / 75 , Gen_loss: -0.36399072 MI_loss: 22.094406 Detection error: 0.010648846626281738 time: 2:45:57.441698
- B/E: 55 / 75 , Gen_loss: -0.34605768 MI_loss: 21.04697 Detection error: 0.010641157627105713 time: 2:45:58.195450
- B/E: 56 / 75 , Gen_loss: -0.3528277 MI_loss: 21.290352 Detection error: 0.010622262954711914 time: 2:45:58.947432
- B/E: 57 / 75 , Gen_loss: -0.36168915 MI_loss: 21.821682 Detection error: 0.010610461235046387 time: 2:45:59.703065
- B/E: 58 / 75 , Gen_loss: -0.3473363 MI_loss: 21.056087 Detection error: 0.010599017143249512 time: 2:46:00.463526
- B/E: 59 / 75 , Gen_loss: -0.3486088 MI_loss: 21.103449 Detection error: 0.010621368885040283 time: 2:46:01.296773
- B/E: 60 / 75 , Gen_loss: -0.35632917 MI_loss: 21.551346 Detection error: 0.01061016321182251 time: 2:46:02.156373
- B/E: 61 / 75 , Gen_loss: -0.34431282 MI_loss: 20.861956 Detection error: 0.010615944862365723 time: 2:46:03.014473
- B/E: 62 / 75 , Gen_loss: -0.35873863 MI_loss: 21.81456 Detection error: 0.010619521141052246 time: 2:46:03.874729
- B/E: 63 / 75 , Gen_loss: -0.34928626 MI_loss: 21.23905 Detection error: 0.010624051094055176 time: 2:46:04.734342
- B/E: 64 / 75 , Gen_loss: -0.34320918 MI_loss: 20.888348 Detection error: 0.010619699954986572 time: 2:46:05.591143
- B/E: 65 / 75 , Gen_loss: -0.35135412 MI_loss: 21.332052 Detection error: 0.010616004467010498 time: 2:46:06.381556
- B/E: 66 / 75 , Gen_loss: -0.35413378 MI_loss: 21.262535 Detection error: 0.010617554187774658 time: 2:46:07.142962
- B/E: 67 / 75 , Gen_loss: -0.35671148 MI_loss: 21.721388 Detection error: 0.010613024234771729 time: 2:46:07.989046
- B/E: 68 / 75 , Gen_loss: -0.35786006 MI_loss: 21.773556 Detection error: 0.01060551404953003 time: 2:46:08.946478
- B/E: 69 / 75 , Gen_loss: -0.34585303 MI_loss: 21.033003 Detection error: 0.010615646839141846 time: 2:46:09.807224
- B/E: 70 / 75 , Gen_loss: -0.36172757 MI_loss: 21.936943 Detection error: 0.010615289211273193 time: 2:46:10.674338
- B/E: 71 / 75 , Gen_loss: -0.34443432 MI_loss: 20.823751 Detection error: 0.01062154769897461 time: 2:46:11.534775
- B/E: 72 / 75 , Gen_loss: -0.35441115 MI_loss: 21.592913 Detection error: 0.01061558723449707 time: 2:46:12.394367
- B/E: 73 / 75 , Gen_loss: -0.35752195 MI_loss: 21.73777 Detection error: 0.010616123676300049 time: 2:46:13.255058
- B/E: 74 / 75 , Gen_loss: -0.34770754 MI_loss: 21.17407 Detection error: 0.010610818862915039 time: 2:46:14.123671
- B/E: 75 / 75 , Gen_loss: -0.34646025 MI_loss: 21.15942 Detection error: 0.010607302188873291 time: 2:46:14.915455
- B/E: 76 / 75 , Gen_loss: -0.35445827 MI_loss: 21.582031 Detection error: 0.010612010955810547 time: 2:46:15.688273
- B/E: 77 / 75 , Gen_loss: -0.3422206 MI_loss: 20.740387 Detection error: 0.010609745979309082 time: 2:46:16.440021
- B/E: 78 / 75 , Gen_loss: -0.35943687 MI_loss: 21.741604 Detection error: 0.010600864887237549 time: 2:46:17.194094
- B/E: 79 / 75 , Gen_loss: -0.35546973 MI_loss: 21.455505 Detection error: 0.010614871978759766 time: 2:46:17.967814
- B/E: 80 / 75 , Gen_loss: -0.34995463 MI_loss: 21.238735 Detection error: 0.010621130466461182 time: 2:46:18.721419
- B/E: 81 / 75 , Gen_loss: -0.35569003 MI_loss: 21.573484 Detection error: 0.01061701774597168 time: 2:46:19.472001
- B/E: 82 / 75 , Gen_loss: -0.34530815 MI_loss: 20.939358 Detection error: 0.01061183214187622 time: 2:46:20.338751
- B/E: 83 / 75 , Gen_loss: -0.35034278 MI_loss: 21.391907 Detection error: 0.01061159372329712 time: 2:46:21.205961
- B/E: 84 / 75 , Gen_loss: -0.34832326 MI_loss: 21.173841 Detection error: 0.010611414909362793 time: 2:46:22.132962
- B/E: 85 / 75 , Gen_loss: -0.3513081 MI_loss: 21.375217 Detection error: 0.01060175895690918 time: 2:46:23.004172
- B/E: 86 / 75 , Gen_loss: -0.35790846 MI_loss: 21.510654 Detection error: 0.010600566864013672 time: 2:46:23.862264
- B/E: 87 / 75 , Gen_loss: -0.3543314 MI_loss: 21.455143 Detection error: 0.010591626167297363 time: 2:46:24.755583
- B/E: 88 / 75 , Gen_loss: -0.35942397 MI_loss: 21.78909 Detection error: 0.010577619075775146 time: 2:46:25.616113
- B/E: 89 / 75 , Gen_loss: -0.35217172 MI_loss: 21.611956 Detection error: 0.010589957237243652 time: 2:46:26.474327
- B/E: 90 / 75 , Gen_loss: -0.35423636 MI_loss: 21.581413 Detection error: 0.010584115982055664 time: 2:46:27.355625
- B/E: 91 / 75 , Gen_loss: -0.34619147 MI_loss: 21.054012 Detection error: 0.010588645935058594 time: 2:46:28.220595
- B/E: 92 / 75 , Gen_loss: -0.3447717 MI_loss: 20.96915 Detection error: 0.010577976703643799 time: 2:46:29.084164
- B/E: 93 / 75 , Gen_loss: -0.35002795 MI_loss: 21.279795 Detection error: 0.010575473308563232 time: 2:46:29.944272
- B/E: 94 / 75 , Gen_loss: -0.3585431 MI_loss: 21.896713 Detection error: 0.01059180498123169 time: 2:46:30.738515
- B/E: 95 / 75 , Gen_loss: -0.3442172 MI_loss: 20.986599 Detection error: 0.010590195655822754 time: 2:46:31.492108
- B/E: 96 / 75 , Gen_loss: -0.34817323 MI_loss: 20.929401 Detection error: 0.010587930679321289 time: 2:46:32.243198
- B/E: 97 / 75 , Gen_loss: -0.36259922 MI_loss: 21.927736 Detection error: 0.010579407215118408 time: 2:46:32.995704
- B/E: 98 / 75 , Gen_loss: -0.35869193 MI_loss: 21.514334 Detection error: 0.010568499565124512 time: 2:46:33.760611
- B/E: 99 / 75 , Gen_loss: -0.3631816 MI_loss: 21.825367 Detection error: 0.010564982891082764 time: 2:46:34.514441
- B/E: 100 / 75 , Gen_loss: -0.36068264 MI_loss: 22.018288 Detection error: 0.010573029518127441 time: 2:46:35.369035
- B/E: 101 / 75 , Gen_loss: -0.3604598 MI_loss: 21.91548 Detection error: 0.010573208332061768 time: 2:46:36.118698
- B/E: 102 / 75 , Gen_loss: -0.35829118 MI_loss: 21.707783 Detection error: 0.01058131456375122 time: 2:46:36.949627
- B/E: 103 / 75 , Gen_loss: -0.36218143 MI_loss: 21.886219 Detection error: 0.010577797889709473 time: 2:46:37.809409
- B/E: 104 / 75 , Gen_loss: -0.34644637 MI_loss: 20.970974 Detection error: 0.010583639144897461 time: 2:46:38.684773
- B/E: 105 / 75 , Gen_loss: -0.35139808 MI_loss: 21.515955 Detection error: 0.01057898998260498 time: 2:46:39.541562
- B/E: 106 / 75 , Gen_loss: -0.34781298 MI_loss: 21.198156 Detection error: 0.010577976703643799 time: 2:46:40.400515
- B/E: 107 / 75 , Gen_loss: -0.34412947 MI_loss: 20.97418 Detection error: 0.010589122772216797 time: 2:46:41.257122
- B/E: 108 / 75 , Gen_loss: -0.35927415 MI_loss: 21.843754 Detection error: 0.010589420795440674 time: 2:46:42.118669
- B/E: 109 / 75 , Gen_loss: -0.35121697 MI_loss: 21.384447 Detection error: 0.010590076446533203 time: 2:46:42.950018
- B/E: 110 / 75 , Gen_loss: -0.3436724 MI_loss: 20.788956 Detection error: 0.01058053970336914 time: 2:46:43.811540
- B/E: 111 / 75 , Gen_loss: -0.35215455 MI_loss: 21.287806 Detection error: 0.01057201623916626 time: 2:46:44.671589
- B/E: 112 / 75 , Gen_loss: -0.3579912 MI_loss: 21.774225 Detection error: 0.010573029518127441 time: 2:46:45.539900
- B/E: 113 / 75 , Gen_loss: -0.34852606 MI_loss: 21.155745 Detection error: 0.010576725006103516 time: 2:46:46.325031
- B/E: 114 / 75 , Gen_loss: -0.3473613 MI_loss: 21.233234 Detection error: 0.0105820894241333 time: 2:46:47.075860
- B/E: 115 / 75 , Gen_loss: -0.3533405 MI_loss: 21.242685 Detection error: 0.010579466819763184 time: 2:46:47.825174
- B/E: 116 / 75 , Gen_loss: -0.3543363 MI_loss: 21.571512 Detection error: 0.010583043098449707 time: 2:46:48.662545
- B/E: 117 / 75 , Gen_loss: -0.34245372 MI_loss: 20.877258 Detection error: 0.010587155818939209 time: 2:46:49.418346
- B/E: 118 / 75 , Gen_loss: -0.35504082 MI_loss: 21.465107 Detection error: 0.010582983493804932 time: 2:46:50.176052
- B/E: 119 / 75 , Gen_loss: -0.34953642 MI_loss: 21.312462 Detection error: 0.010583877563476562 time: 2:46:50.991344
- B/E: 120 / 75 , Gen_loss: -0.3362864 MI_loss: 20.49547 Detection error: 0.010580301284790039 time: 2:46:51.851241
- B/E: 121 / 75 , Gen_loss: -0.35082978 MI_loss: 21.298597 Detection error: 0.010583221912384033 time: 2:46:52.717958
- B/E: 122 / 75 , Gen_loss: -0.36604998 MI_loss: 22.110207 Detection error: 0.010580778121948242 time: 2:46:53.578486
- B/E: 123 / 75 , Gen_loss: -0.34515694 MI_loss: 21.044725 Detection error: 0.010574877262115479 time: 2:46:54.436849
- B/E: 124 / 75 , Gen_loss: -0.35691342 MI_loss: 21.81489 Detection error: 0.010578751564025879 time: 2:46:55.296324
- B/E: 125 / 75 , Gen_loss: -0.3520841 MI_loss: 21.35164 Detection error: 0.010584354400634766 time: 2:46:56.189563
- B/E: 126 / 75 , Gen_loss: -0.34352395 MI_loss: 20.88824 Detection error: 0.010592043399810791 time: 2:46:57.052046
- B/E: 127 / 75 , Gen_loss: -0.3503264 MI_loss: 21.13052 Detection error: 0.010586917400360107 time: 2:46:57.913849
- B/E: 128 / 75 , Gen_loss: -0.3531528 MI_loss: 21.569925 Detection error: 0.01059567928314209 time: 2:46:58.766703
- B/E: 129 / 75 , Gen_loss: -0.36534822 MI_loss: 22.26298 Detection error: 0.010599017143249512 time: 2:46:59.538325
- B/E: 130 / 75 , Gen_loss: -0.3498485 MI_loss: 21.185234 Detection error: 0.010606884956359863 time: 2:47:00.290652
- B/E: 131 / 75 , Gen_loss: -0.3469577 MI_loss: 20.890472 Detection error: 0.010605812072753906 time: 2:47:01.041176
- B/E: 132 / 75 , Gen_loss: -0.3477653 MI_loss: 21.046736 Detection error: 0.010604321956634521 time: 2:47:01.892844
- B/E: 133 / 75 , Gen_loss: -0.35477144 MI_loss: 21.596016 Detection error: 0.010613799095153809 time: 2:47:02.646752
- B/E: 134 / 75 , Gen_loss: -0.3519448 MI_loss: 21.389317 Detection error: 0.0106201171875 time: 2:47:03.405911
- B/E: 135 / 75 , Gen_loss: -0.3517096 MI_loss: 21.20563 Detection error: 0.010623633861541748 time: 2:47:04.245093
- B/E: 136 / 75 , Gen_loss: -0.3445313 MI_loss: 20.91135 Detection error: 0.010622262954711914 time: 2:47:05.114873
- B/E: 137 / 75 , Gen_loss: -0.3451445 MI_loss: 20.85371 Detection error: 0.010627031326293945 time: 2:47:06.072107
- B/E: 138 / 75 , Gen_loss: -0.36223522 MI_loss: 21.92714 Detection error: 0.010628163814544678 time: 2:47:06.979880
- B/E: 139 / 75 , Gen_loss: -0.34805465 MI_loss: 21.038403 Detection error: 0.01063525676727295 time: 2:47:07.908036
- B/E: 140 / 75 , Gen_loss: -0.34533805 MI_loss: 20.901573 Detection error: 0.010638535022735596 time: 2:47:08.785484
- B/E: 141 / 75 , Gen_loss: -0.35088712 MI_loss: 21.156261 Detection error: 0.01063382625579834 time: 2:47:09.540723
- B/E: 142 / 75 , Gen_loss: -0.34946376 MI_loss: 21.075396 Detection error: 0.010630905628204346 time: 2:47:10.294046
- B/E: 143 / 75 , Gen_loss: -0.35176763 MI_loss: 21.383427 Detection error: 0.010631918907165527 time: 2:47:11.045753
- B/E: 144 / 75 , Gen_loss: -0.34486717 MI_loss: 20.90248 Detection error: 0.010636627674102783 time: 2:47:11.794320
- B/E: 145 / 75 , Gen_loss: -0.3449964 MI_loss: 20.886215 Detection error: 0.010637640953063965 time: 2:47:12.546342
- B/E: 146 / 75 , Gen_loss: -0.35472712 MI_loss: 21.466492 Detection error: 0.01063990592956543 time: 2:47:13.298885
- B/E: 147 / 75 , Gen_loss: -0.35722348 MI_loss: 21.609262 Detection error: 0.010642945766448975 time: 2:47:14.068633
- B/E: 148 / 75 , Gen_loss: -0.34776595 MI_loss: 21.23163 Detection error: 0.010648071765899658 time: 2:47:14.989327
- B/E: 149 / 75 , Gen_loss: -0.3402673 MI_loss: 20.704655 Detection error: 0.010652720928192139 time: 2:47:15.848154
-
- Test Loss: 11.049871 Test Error: 0.011150002479553223
- -----
- EPOCH: 76
- B/E: 0 / 76 , Gen_loss: -0.35583732 MI_loss: 21.580751 Detection error: 0.011593759059906006 time: 2:47:17.845697
- B/E: 1 / 76 , Gen_loss: -0.33524337 MI_loss: 20.386711 Detection error: 0.01198434829711914 time: 2:47:27.814130
- B/E: 2 / 76 , Gen_loss: -0.3420963 MI_loss: 20.805199 Detection error: 0.011447906494140625 time: 2:47:28.711561
- B/E: 3 / 76 , Gen_loss: -0.33721095 MI_loss: 20.518719 Detection error: 0.011296868324279785 time: 2:47:29.566877
- B/E: 4 / 76 , Gen_loss: -0.35561958 MI_loss: 21.614632 Detection error: 0.011131227016448975 time: 2:47:30.388578
- B/E: 5 / 76 , Gen_loss: -0.34250852 MI_loss: 20.668697 Detection error: 0.010958313941955566 time: 2:47:31.161617
- B/E: 6 / 76 , Gen_loss: -0.34388888 MI_loss: 20.929346 Detection error: 0.01106250286102295 time: 2:47:31.910992
- B/E: 7 / 76 , Gen_loss: -0.34446916 MI_loss: 21.038502 Detection error: 0.011027336120605469 time: 2:47:32.661959
- B/E: 8 / 76 , Gen_loss: -0.34928903 MI_loss: 21.133375 Detection error: 0.010982632637023926 time: 2:47:33.413625
- B/E: 9 / 76 , Gen_loss: -0.35472834 MI_loss: 21.43787 Detection error: 0.01083749532699585 time: 2:47:34.172802
- B/E: 10 / 76 , Gen_loss: -0.35305712 MI_loss: 21.404945 Detection error: 0.010835230350494385 time: 2:47:35.123296
- B/E: 11 / 76 , Gen_loss: -0.33799833 MI_loss: 20.365477 Detection error: 0.010919272899627686 time: 2:47:35.980658
- B/E: 12 / 76 , Gen_loss: -0.35223648 MI_loss: 21.309181 Detection error: 0.010987997055053711 time: 2:47:36.838420
- B/E: 13 / 76 , Gen_loss: -0.35307595 MI_loss: 21.358492 Detection error: 0.010928571224212646 time: 2:47:37.695389
- B/E: 14 / 76 , Gen_loss: -0.3523307 MI_loss: 21.374268 Detection error: 0.010916650295257568 time: 2:47:38.554363
- B/E: 15 / 76 , Gen_loss: -0.35672247 MI_loss: 21.682287 Detection error: 0.010876953601837158 time: 2:47:39.412196
- B/E: 16 / 76 , Gen_loss: -0.35771933 MI_loss: 21.475601 Detection error: 0.010821700096130371 time: 2:47:40.269688
- B/E: 17 / 76 , Gen_loss: -0.34642935 MI_loss: 21.066664 Detection error: 0.010815978050231934 time: 2:47:41.129592
- B/E: 18 / 76 , Gen_loss: -0.3429098 MI_loss: 20.782578 Detection error: 0.010751664638519287 time: 2:47:41.997122
- B/E: 19 / 76 , Gen_loss: -0.354126 MI_loss: 21.540028 Detection error: 0.010723412036895752 time: 2:47:42.858037
- B/E: 20 / 76 , Gen_loss: -0.35338205 MI_loss: 21.467566 Detection error: 0.010755956172943115 time: 2:47:43.679978
- B/E: 21 / 76 , Gen_loss: -0.3591667 MI_loss: 21.673615 Detection error: 0.01079261302947998 time: 2:47:44.539313
- B/E: 22 / 76 , Gen_loss: -0.35261527 MI_loss: 21.414112 Detection error: 0.010747253894805908 time: 2:47:45.402518
- B/E: 23 / 76 , Gen_loss: -0.35317022 MI_loss: 21.308512 Detection error: 0.010752618312835693 time: 2:47:46.262789
- B/E: 24 / 76 , Gen_loss: -0.34946942 MI_loss: 21.061375 Detection error: 0.010710000991821289 time: 2:47:47.121693
- B/E: 25 / 76 , Gen_loss: -0.3442679 MI_loss: 20.82924 Detection error: 0.010722339153289795 time: 2:47:48.061110
- B/E: 26 / 76 , Gen_loss: -0.34352276 MI_loss: 20.83627 Detection error: 0.010780096054077148 time: 2:47:48.925221
- B/E: 27 / 76 , Gen_loss: -0.35668895 MI_loss: 21.828186 Detection error: 0.010765612125396729 time: 2:47:49.803349
- B/E: 28 / 76 , Gen_loss: -0.35256633 MI_loss: 21.471579 Detection error: 0.010764002799987793 time: 2:47:50.662077
- B/E: 29 / 76 , Gen_loss: -0.3454673 MI_loss: 20.923548 Detection error: 0.010751068592071533 time: 2:47:51.520513
- B/E: 30 / 76 , Gen_loss: -0.35318598 MI_loss: 21.672983 Detection error: 0.010728836059570312 time: 2:47:52.379368
- B/E: 31 / 76 , Gen_loss: -0.3382469 MI_loss: 20.64945 Detection error: 0.010704100131988525 time: 2:47:53.235585
- B/E: 32 / 76 , Gen_loss: -0.34968045 MI_loss: 21.181953 Detection error: 0.01070171594619751 time: 2:47:54.093262
- B/E: 33 / 76 , Gen_loss: -0.35320255 MI_loss: 21.406277 Detection error: 0.010672807693481445 time: 2:47:54.951365
- B/E: 34 / 76 , Gen_loss: -0.34971353 MI_loss: 21.286003 Detection error: 0.010674118995666504 time: 2:47:55.821062
- B/E: 35 / 76 , Gen_loss: -0.3468324 MI_loss: 21.056087 Detection error: 0.010663211345672607 time: 2:47:56.683565
- B/E: 36 / 76 , Gen_loss: -0.34848353 MI_loss: 21.043564 Detection error: 0.010654568672180176 time: 2:47:57.542590
- B/E: 37 / 76 , Gen_loss: -0.3582283 MI_loss: 21.753586 Detection error: 0.010653793811798096 time: 2:47:58.405137
- B/E: 38 / 76 , Gen_loss: -0.3471287 MI_loss: 20.973946 Detection error: 0.010652244091033936 time: 2:47:59.299032
- B/E: 39 / 76 , Gen_loss: -0.35612512 MI_loss: 21.488306 Detection error: 0.010632038116455078 time: 2:48:00.164725
- B/E: 40 / 76 , Gen_loss: -0.34753045 MI_loss: 21.130968 Detection error: 0.010640263557434082 time: 2:48:00.953350
- B/E: 41 / 76 , Gen_loss: -0.3533019 MI_loss: 21.501577 Detection error: 0.010624229907989502 time: 2:48:01.804573
- B/E: 42 / 76 , Gen_loss: -0.33926463 MI_loss: 20.43701 Detection error: 0.010607540607452393 time: 2:48:02.577693
- B/E: 43 / 76 , Gen_loss: -0.3504647 MI_loss: 21.243776 Detection error: 0.010592341423034668 time: 2:48:03.346097
- B/E: 44 / 76 , Gen_loss: -0.35393927 MI_loss: 21.559748 Detection error: 0.010622918605804443 time: 2:48:04.122760
- B/E: 45 / 76 , Gen_loss: -0.34518385 MI_loss: 20.800632 Detection error: 0.010613441467285156 time: 2:48:04.871394
- B/E: 46 / 76 , Gen_loss: -0.36074015 MI_loss: 21.92456 Detection error: 0.010619699954986572 time: 2:48:05.621377
- B/E: 47 / 76 , Gen_loss: -0.3479197 MI_loss: 21.035019 Detection error: 0.010610699653625488 time: 2:48:06.376969
- B/E: 48 / 76 , Gen_loss: -0.3503143 MI_loss: 21.31285 Detection error: 0.01063394546508789 time: 2:48:07.128763
- B/E: 49 / 76 , Gen_loss: -0.3501479 MI_loss: 21.42281 Detection error: 0.010646224021911621 time: 2:48:07.885512
- B/E: 50 / 76 , Gen_loss: -0.35638234 MI_loss: 21.686565 Detection error: 0.010642766952514648 time: 2:48:08.645461
- B/E: 51 / 76 , Gen_loss: -0.35240522 MI_loss: 21.465015 Detection error: 0.010645449161529541 time: 2:48:09.397080
- B/E: 52 / 76 , Gen_loss: -0.36430526 MI_loss: 22.031921 Detection error: 0.010635614395141602 time: 2:48:10.150384
- B/E: 53 / 76 , Gen_loss: -0.35874462 MI_loss: 21.867332 Detection error: 0.010653376579284668 time: 2:48:10.903137
- B/E: 54 / 76 , Gen_loss: -0.35521308 MI_loss: 21.570803 Detection error: 0.010640919208526611 time: 2:48:11.654672
- B/E: 55 / 76 , Gen_loss: -0.3395971 MI_loss: 20.528122 Detection error: 0.010631144046783447 time: 2:48:12.421110
- B/E: 56 / 76 , Gen_loss: -0.35802615 MI_loss: 21.642435 Detection error: 0.010603070259094238 time: 2:48:13.290678
- B/E: 57 / 76 , Gen_loss: -0.35315183 MI_loss: 21.323273 Detection error: 0.01060020923614502 time: 2:48:14.253449
- B/E: 58 / 76 , Gen_loss: -0.3573634 MI_loss: 21.574799 Detection error: 0.010593235492706299 time: 2:48:15.112422
- B/E: 59 / 76 , Gen_loss: -0.3552677 MI_loss: 21.687868 Detection error: 0.010613024234771729 time: 2:48:15.970238
- B/E: 60 / 76 , Gen_loss: -0.35410964 MI_loss: 21.552654 Detection error: 0.010604500770568848 time: 2:48:16.830222
- B/E: 61 / 76 , Gen_loss: -0.3483301 MI_loss: 21.13781 Detection error: 0.010608851909637451 time: 2:48:17.691427
- B/E: 62 / 76 , Gen_loss: -0.34966743 MI_loss: 21.12372 Detection error: 0.01060861349105835 time: 2:48:18.551594
- B/E: 63 / 76 , Gen_loss: -0.34597546 MI_loss: 20.904716 Detection error: 0.010606467723846436 time: 2:48:19.335033
- B/E: 64 / 76 , Gen_loss: -0.34063208 MI_loss: 20.578985 Detection error: 0.0106009840965271 time: 2:48:20.090176
- B/E: 65 / 76 , Gen_loss: -0.3571415 MI_loss: 21.650549 Detection error: 0.010600864887237549 time: 2:48:20.850284
- B/E: 66 / 76 , Gen_loss: -0.36277527 MI_loss: 22.033266 Detection error: 0.010595142841339111 time: 2:48:21.706384
- B/E: 67 / 76 , Gen_loss: -0.34824705 MI_loss: 21.007627 Detection error: 0.010587751865386963 time: 2:48:22.482300
- B/E: 68 / 76 , Gen_loss: -0.34511113 MI_loss: 20.939419 Detection error: 0.010588288307189941 time: 2:48:23.232818
- B/E: 69 / 76 , Gen_loss: -0.34961835 MI_loss: 21.221767 Detection error: 0.01059865951538086 time: 2:48:23.999131
- B/E: 70 / 76 , Gen_loss: -0.34969017 MI_loss: 21.03264 Detection error: 0.010592401027679443 time: 2:48:24.751064
- B/E: 71 / 76 , Gen_loss: -0.3426781 MI_loss: 20.831001 Detection error: 0.010601997375488281 time: 2:48:25.502489
- B/E: 72 / 76 , Gen_loss: -0.36137578 MI_loss: 22.04802 Detection error: 0.010595917701721191 time: 2:48:26.254664
- B/E: 73 / 76 , Gen_loss: -0.3547273 MI_loss: 21.411617 Detection error: 0.010591208934783936 time: 2:48:27.091675
- B/E: 74 / 76 , Gen_loss: -0.3513877 MI_loss: 21.323202 Detection error: 0.010587096214294434 time: 2:48:27.855390
- B/E: 75 / 76 , Gen_loss: -0.35068035 MI_loss: 21.281765 Detection error: 0.010586738586425781 time: 2:48:28.606280
- B/E: 76 / 76 , Gen_loss: -0.34283084 MI_loss: 20.843475 Detection error: 0.010588467121124268 time: 2:48:29.356927
- B/E: 77 / 76 , Gen_loss: -0.35250056 MI_loss: 21.36247 Detection error: 0.010586142539978027 time: 2:48:30.134997
- B/E: 78 / 76 , Gen_loss: -0.35711807 MI_loss: 21.640352 Detection error: 0.010582268238067627 time: 2:48:31.031449
- B/E: 79 / 76 , Gen_loss: -0.34351784 MI_loss: 20.864374 Detection error: 0.010591387748718262 time: 2:48:31.897991
- B/E: 80 / 76 , Gen_loss: -0.35796875 MI_loss: 21.75465 Detection error: 0.010599911212921143 time: 2:48:32.758677
- B/E: 81 / 76 , Gen_loss: -0.34313965 MI_loss: 20.8027 Detection error: 0.010593771934509277 time: 2:48:33.614734
- B/E: 82 / 76 , Gen_loss: -0.35392216 MI_loss: 21.392609 Detection error: 0.010583937168121338 time: 2:48:34.492308
- B/E: 83 / 76 , Gen_loss: -0.3398558 MI_loss: 20.675499 Detection error: 0.01058816909790039 time: 2:48:35.349995
- B/E: 84 / 76 , Gen_loss: -0.35214713 MI_loss: 21.499691 Detection error: 0.010590791702270508 time: 2:48:36.206213
- B/E: 85 / 76 , Gen_loss: -0.35781062 MI_loss: 21.56238 Detection error: 0.010572671890258789 time: 2:48:37.062365
- B/E: 86 / 76 , Gen_loss: -0.35335433 MI_loss: 21.51575 Detection error: 0.010573267936706543 time: 2:48:37.926560
- B/E: 87 / 76 , Gen_loss: -0.35019502 MI_loss: 21.136028 Detection error: 0.01056140661239624 time: 2:48:38.786766
- B/E: 88 / 76 , Gen_loss: -0.34253842 MI_loss: 20.690765 Detection error: 0.010550200939178467 time: 2:48:39.644266
- B/E: 89 / 76 , Gen_loss: -0.352427 MI_loss: 21.40271 Detection error: 0.010561108589172363 time: 2:48:40.602187
- B/E: 90 / 76 , Gen_loss: -0.3477402 MI_loss: 21.048859 Detection error: 0.010560095310211182 time: 2:48:41.462692
- B/E: 91 / 76 , Gen_loss: -0.34075326 MI_loss: 20.732317 Detection error: 0.010567247867584229 time: 2:48:42.331647
- B/E: 92 / 76 , Gen_loss: -0.34440953 MI_loss: 20.79097 Detection error: 0.010556459426879883 time: 2:48:43.190266
- B/E: 93 / 76 , Gen_loss: -0.3551751 MI_loss: 21.550964 Detection error: 0.010551512241363525 time: 2:48:44.046997
- B/E: 94 / 76 , Gen_loss: -0.3488775 MI_loss: 21.3142 Detection error: 0.010564446449279785 time: 2:48:44.907347
- B/E: 95 / 76 , Gen_loss: -0.3590243 MI_loss: 21.924843 Detection error: 0.010571300983428955 time: 2:48:45.771224
- B/E: 96 / 76 , Gen_loss: -0.34651858 MI_loss: 21.169046 Detection error: 0.01056283712387085 time: 2:48:46.631208
- B/E: 97 / 76 , Gen_loss: -0.3521464 MI_loss: 21.449093 Detection error: 0.010558009147644043 time: 2:48:47.412823
- B/E: 98 / 76 , Gen_loss: -0.35079578 MI_loss: 21.198465 Detection error: 0.010543584823608398 time: 2:48:48.163774
- B/E: 99 / 76 , Gen_loss: -0.35068446 MI_loss: 21.30518 Detection error: 0.010544657707214355 time: 2:48:49.008104
- B/E: 100 / 76 , Gen_loss: -0.35577512 MI_loss: 21.654526 Detection error: 0.010545492172241211 time: 2:48:49.867299
- B/E: 101 / 76 , Gen_loss: -0.35573965 MI_loss: 21.53526 Detection error: 0.010549008846282959 time: 2:48:50.722379
- B/E: 102 / 76 , Gen_loss: -0.34728542 MI_loss: 21.158615 Detection error: 0.010553121566772461 time: 2:48:51.578450
- B/E: 103 / 76 , Gen_loss: -0.35272974 MI_loss: 21.386782 Detection error: 0.010551989078521729 time: 2:48:52.457818
- B/E: 104 / 76 , Gen_loss: -0.34924185 MI_loss: 21.281723 Detection error: 0.010562777519226074 time: 2:48:53.314628
- B/E: 105 / 76 , Gen_loss: -0.3560831 MI_loss: 21.601646 Detection error: 0.010558068752288818 time: 2:48:54.254154
- B/E: 106 / 76 , Gen_loss: -0.3435171 MI_loss: 20.858622 Detection error: 0.010563969612121582 time: 2:48:55.035411
- B/E: 107 / 76 , Gen_loss: -0.35339212 MI_loss: 21.520184 Detection error: 0.010568857192993164 time: 2:48:55.879574
- B/E: 108 / 76 , Gen_loss: -0.33976954 MI_loss: 20.743202 Detection error: 0.010572254657745361 time: 2:48:56.737977
- B/E: 109 / 76 , Gen_loss: -0.35227957 MI_loss: 21.296192 Detection error: 0.010566473007202148 time: 2:48:57.596284
- B/E: 110 / 76 , Gen_loss: -0.3498513 MI_loss: 21.092672 Detection error: 0.010555446147918701 time: 2:48:58.452706
- B/E: 111 / 76 , Gen_loss: -0.35651124 MI_loss: 21.4863 Detection error: 0.010551869869232178 time: 2:48:59.317431
- B/E: 112 / 76 , Gen_loss: -0.35951364 MI_loss: 21.907413 Detection error: 0.01055145263671875 time: 2:49:00.189910
- B/E: 113 / 76 , Gen_loss: -0.35174814 MI_loss: 21.444727 Detection error: 0.010556221008300781 time: 2:49:01.046438
- B/E: 114 / 76 , Gen_loss: -0.34806502 MI_loss: 21.08551 Detection error: 0.010557353496551514 time: 2:49:01.904478
- B/E: 115 / 76 , Gen_loss: -0.3580137 MI_loss: 21.717915 Detection error: 0.010553896427154541 time: 2:49:02.769752
- B/E: 116 / 76 , Gen_loss: -0.3549561 MI_loss: 21.535702 Detection error: 0.01055288314819336 time: 2:49:03.627091
- B/E: 117 / 76 , Gen_loss: -0.34745494 MI_loss: 21.272175 Detection error: 0.010556399822235107 time: 2:49:04.504909
- B/E: 118 / 76 , Gen_loss: -0.35029796 MI_loss: 21.30716 Detection error: 0.010554611682891846 time: 2:49:05.369211
- B/E: 119 / 76 , Gen_loss: -0.3512172 MI_loss: 21.355124 Detection error: 0.010554969310760498 time: 2:49:06.254595
- B/E: 120 / 76 , Gen_loss: -0.35447547 MI_loss: 21.586475 Detection error: 0.010548532009124756 time: 2:49:07.114245
- B/E: 121 / 76 , Gen_loss: -0.35449326 MI_loss: 21.605412 Detection error: 0.010554075241088867 time: 2:49:08.060844
- B/E: 122 / 76 , Gen_loss: -0.35389107 MI_loss: 21.39719 Detection error: 0.0105515718460083 time: 2:49:08.921406
- B/E: 123 / 76 , Gen_loss: -0.3435831 MI_loss: 20.861961 Detection error: 0.010547876358032227 time: 2:49:09.800837
- B/E: 124 / 76 , Gen_loss: -0.35763577 MI_loss: 21.694723 Detection error: 0.010547518730163574 time: 2:49:10.667151
- B/E: 125 / 76 , Gen_loss: -0.34358886 MI_loss: 20.840776 Detection error: 0.01055455207824707 time: 2:49:11.528334
- B/E: 126 / 76 , Gen_loss: -0.35123214 MI_loss: 21.262205 Detection error: 0.010559797286987305 time: 2:49:12.326012
- B/E: 127 / 76 , Gen_loss: -0.35287318 MI_loss: 21.476736 Detection error: 0.010557591915130615 time: 2:49:13.184697
- B/E: 128 / 76 , Gen_loss: -0.36117208 MI_loss: 21.97031 Detection error: 0.010563969612121582 time: 2:49:14.044756
- B/E: 129 / 76 , Gen_loss: -0.3408452 MI_loss: 20.823488 Detection error: 0.010571420192718506 time: 2:49:14.902979
- B/E: 130 / 76 , Gen_loss: -0.3505374 MI_loss: 21.289854 Detection error: 0.010577976703643799 time: 2:49:15.759214
- B/E: 131 / 76 , Gen_loss: -0.35574156 MI_loss: 21.511396 Detection error: 0.01058262586593628 time: 2:49:16.617711
- B/E: 132 / 76 , Gen_loss: -0.35749283 MI_loss: 21.67931 Detection error: 0.010580122470855713 time: 2:49:17.477201
- B/E: 133 / 76 , Gen_loss: -0.35578725 MI_loss: 21.573402 Detection error: 0.010590016841888428 time: 2:49:18.332005
- B/E: 134 / 76 , Gen_loss: -0.34481063 MI_loss: 20.851564 Detection error: 0.010593533515930176 time: 2:49:19.189944
- B/E: 135 / 76 , Gen_loss: -0.3487705 MI_loss: 21.20762 Detection error: 0.010594189167022705 time: 2:49:20.046532
- B/E: 136 / 76 , Gen_loss: -0.3507854 MI_loss: 21.384882 Detection error: 0.010597407817840576 time: 2:49:20.908813
- B/E: 137 / 76 , Gen_loss: -0.35351726 MI_loss: 21.435017 Detection error: 0.010599851608276367 time: 2:49:21.865330
- B/E: 138 / 76 , Gen_loss: -0.3544824 MI_loss: 21.556618 Detection error: 0.010602295398712158 time: 2:49:22.737966
- B/E: 139 / 76 , Gen_loss: -0.35791224 MI_loss: 21.645647 Detection error: 0.0106087327003479 time: 2:49:23.596968
- B/E: 140 / 76 , Gen_loss: -0.3387063 MI_loss: 20.421959 Detection error: 0.010606586933135986 time: 2:49:24.457970
- B/E: 141 / 76 , Gen_loss: -0.3427288 MI_loss: 20.844711 Detection error: 0.010603010654449463 time: 2:49:25.314846
- B/E: 142 / 76 , Gen_loss: -0.36004096 MI_loss: 21.75779 Detection error: 0.010605096817016602 time: 2:49:26.173304
- B/E: 143 / 76 , Gen_loss: -0.36237824 MI_loss: 21.815443 Detection error: 0.010601341724395752 time: 2:49:27.038863
- B/E: 144 / 76 , Gen_loss: -0.34979975 MI_loss: 21.19335 Detection error: 0.010605573654174805 time: 2:49:27.899474
- B/E: 145 / 76 , Gen_loss: -0.34849286 MI_loss: 21.094528 Detection error: 0.01061171293258667 time: 2:49:28.758735
- B/E: 146 / 76 , Gen_loss: -0.34972468 MI_loss: 21.087051 Detection error: 0.010616302490234375 time: 2:49:29.620804
- B/E: 147 / 76 , Gen_loss: -0.35456643 MI_loss: 21.513855 Detection error: 0.010619282722473145 time: 2:49:30.484588
- B/E: 148 / 76 , Gen_loss: -0.35810882 MI_loss: 21.651276 Detection error: 0.010617852210998535 time: 2:49:31.345208
- B/E: 149 / 76 , Gen_loss: -0.3629893 MI_loss: 22.002289 Detection error: 0.010624170303344727 time: 2:49:32.203594
-
- Test Loss: 11.035759 Test Error: 0.011200010776519775
- -----
- EPOCH: 77
- B/E: 0 / 77 , Gen_loss: -0.34517485 MI_loss: 20.882677 Detection error: 0.011406242847442627 time: 2:49:34.098248
- B/E: 1 / 77 , Gen_loss: -0.33434984 MI_loss: 20.422434 Detection error: 0.012250006198883057 time: 2:49:44.108600
- B/E: 2 / 77 , Gen_loss: -0.3403945 MI_loss: 20.561375 Detection error: 0.011291682720184326 time: 2:49:45.128229
- B/E: 3 / 77 , Gen_loss: -0.35197997 MI_loss: 21.3447 Detection error: 0.011109352111816406 time: 2:49:45.996810
- B/E: 4 / 77 , Gen_loss: -0.351063 MI_loss: 21.290588 Detection error: 0.010918736457824707 time: 2:49:46.860197
- B/E: 5 / 77 , Gen_loss: -0.3501071 MI_loss: 21.521206 Detection error: 0.010937511920928955 time: 2:49:47.719672
- B/E: 6 / 77 , Gen_loss: -0.35184348 MI_loss: 21.447691 Detection error: 0.010919630527496338 time: 2:49:48.578184
- B/E: 7 / 77 , Gen_loss: -0.36148542 MI_loss: 21.882668 Detection error: 0.01090627908706665 time: 2:49:49.433823
- B/E: 8 / 77 , Gen_loss: -0.33938712 MI_loss: 20.567558 Detection error: 0.010833323001861572 time: 2:49:50.221316
- B/E: 9 / 77 , Gen_loss: -0.35457343 MI_loss: 21.50973 Detection error: 0.010756254196166992 time: 2:49:50.970532
- B/E: 10 / 77 , Gen_loss: -0.35740873 MI_loss: 21.699728 Detection error: 0.010798275470733643 time: 2:49:51.723919
- B/E: 11 / 77 , Gen_loss: -0.35305712 MI_loss: 21.480791 Detection error: 0.010778665542602539 time: 2:49:52.593343
- B/E: 12 / 77 , Gen_loss: -0.3465402 MI_loss: 21.001865 Detection error: 0.010843753814697266 time: 2:49:53.449410
- B/E: 13 / 77 , Gen_loss: -0.36074224 MI_loss: 21.864243 Detection error: 0.010852694511413574 time: 2:49:54.308132
- B/E: 14 / 77 , Gen_loss: -0.3515338 MI_loss: 21.275938 Detection error: 0.010829150676727295 time: 2:49:55.177586
- B/E: 15 / 77 , Gen_loss: -0.3486972 MI_loss: 21.069536 Detection error: 0.01077735424041748 time: 2:49:56.034462
- B/E: 16 / 77 , Gen_loss: -0.35616526 MI_loss: 21.582882 Detection error: 0.010735273361206055 time: 2:49:56.892962
- B/E: 17 / 77 , Gen_loss: -0.35525352 MI_loss: 21.666061 Detection error: 0.01074129343032837 time: 2:49:57.679236
- B/E: 18 / 77 , Gen_loss: -0.3407604 MI_loss: 20.530174 Detection error: 0.010656237602233887 time: 2:49:58.512662
- B/E: 19 / 77 , Gen_loss: -0.34738156 MI_loss: 21.022736 Detection error: 0.010651588439941406 time: 2:49:59.348123
- B/E: 20 / 77 , Gen_loss: -0.35176802 MI_loss: 21.392252 Detection error: 0.010691940784454346 time: 2:50:00.205389
- B/E: 21 / 77 , Gen_loss: -0.34581256 MI_loss: 21.011095 Detection error: 0.01070314645767212 time: 2:50:01.063894
- B/E: 22 / 77 , Gen_loss: -0.35621837 MI_loss: 21.504776 Detection error: 0.010661661624908447 time: 2:50:01.851549
- B/E: 23 / 77 , Gen_loss: -0.35184395 MI_loss: 21.31498 Detection error: 0.010662734508514404 time: 2:50:02.601888
- B/E: 24 / 77 , Gen_loss: -0.3536481 MI_loss: 21.394588 Detection error: 0.010646224021911621 time: 2:50:03.352619
- B/E: 25 / 77 , Gen_loss: -0.34965324 MI_loss: 21.244074 Detection error: 0.010670661926269531 time: 2:50:04.119425
- B/E: 26 / 77 , Gen_loss: -0.3467232 MI_loss: 21.165241 Detection error: 0.010716438293457031 time: 2:50:04.867152
- B/E: 27 / 77 , Gen_loss: -0.3480609 MI_loss: 21.240717 Detection error: 0.010707616806030273 time: 2:50:05.652257
- B/E: 28 / 77 , Gen_loss: -0.35737145 MI_loss: 21.746677 Detection error: 0.010699331760406494 time: 2:50:06.401030
- B/E: 29 / 77 , Gen_loss: -0.34772947 MI_loss: 20.98952 Detection error: 0.010714590549468994 time: 2:50:07.168106
- B/E: 30 / 77 , Gen_loss: -0.35699823 MI_loss: 21.722286 Detection error: 0.010681450366973877 time: 2:50:07.921598
- B/E: 31 / 77 , Gen_loss: -0.3498141 MI_loss: 21.302986 Detection error: 0.010670900344848633 time: 2:50:08.763289
- B/E: 32 / 77 , Gen_loss: -0.3567835 MI_loss: 21.656874 Detection error: 0.010677099227905273 time: 2:50:09.515858
- B/E: 33 / 77 , Gen_loss: -0.35720137 MI_loss: 21.785011 Detection error: 0.010639727115631104 time: 2:50:10.276751
- B/E: 34 / 77 , Gen_loss: -0.35009378 MI_loss: 21.27016 Detection error: 0.010647296905517578 time: 2:50:11.027563
- B/E: 35 / 77 , Gen_loss: -0.3521392 MI_loss: 21.389738 Detection error: 0.010624110698699951 time: 2:50:11.781137
- B/E: 36 / 77 , Gen_loss: -0.34754992 MI_loss: 21.015224 Detection error: 0.010612308979034424 time: 2:50:12.549518
- B/E: 37 / 77 , Gen_loss: -0.35716096 MI_loss: 21.725021 Detection error: 0.010612666606903076 time: 2:50:13.390133
- B/E: 38 / 77 , Gen_loss: -0.34496677 MI_loss: 20.978622 Detection error: 0.010627388954162598 time: 2:50:14.250051
- B/E: 39 / 77 , Gen_loss: -0.35329 MI_loss: 21.369576 Detection error: 0.010605454444885254 time: 2:50:15.109354
- B/E: 40 / 77 , Gen_loss: -0.36285332 MI_loss: 22.109947 Detection error: 0.010603666305541992 time: 2:50:15.998187
- B/E: 41 / 77 , Gen_loss: -0.35924226 MI_loss: 21.880232 Detection error: 0.010610103607177734 time: 2:50:16.857841
- B/E: 42 / 77 , Gen_loss: -0.349913 MI_loss: 21.244606 Detection error: 0.010595202445983887 time: 2:50:17.715587
- B/E: 43 / 77 , Gen_loss: -0.3534733 MI_loss: 21.250965 Detection error: 0.010585963726043701 time: 2:50:18.574381
- B/E: 44 / 77 , Gen_loss: -0.34979898 MI_loss: 21.331566 Detection error: 0.010605573654174805 time: 2:50:19.455667
- B/E: 45 / 77 , Gen_loss: -0.3510228 MI_loss: 21.293636 Detection error: 0.010611414909362793 time: 2:50:20.248230
- B/E: 46 / 77 , Gen_loss: -0.34506804 MI_loss: 20.884396 Detection error: 0.010608375072479248 time: 2:50:21.013910
- B/E: 47 / 77 , Gen_loss: -0.35395384 MI_loss: 21.56061 Detection error: 0.010607421398162842 time: 2:50:21.763724
- B/E: 48 / 77 , Gen_loss: -0.33954337 MI_loss: 20.559063 Detection error: 0.01062244176864624 time: 2:50:22.610742
- B/E: 49 / 77 , Gen_loss: -0.3572187 MI_loss: 21.784128 Detection error: 0.01063627004623413 time: 2:50:23.450843
- B/E: 50 / 77 , Gen_loss: -0.34654784 MI_loss: 21.08951 Detection error: 0.010637879371643066 time: 2:50:24.308197
- B/E: 51 / 77 , Gen_loss: -0.3460436 MI_loss: 20.940897 Detection error: 0.010635793209075928 time: 2:50:25.084143
- B/E: 52 / 77 , Gen_loss: -0.35741445 MI_loss: 21.684055 Detection error: 0.010637998580932617 time: 2:50:25.834517
- B/E: 53 / 77 , Gen_loss: -0.36146712 MI_loss: 21.977959 Detection error: 0.010646402835845947 time: 2:50:26.587139
- B/E: 54 / 77 , Gen_loss: -0.34760764 MI_loss: 21.045498 Detection error: 0.010649442672729492 time: 2:50:27.435446
- B/E: 55 / 77 , Gen_loss: -0.35434872 MI_loss: 21.483803 Detection error: 0.010630607604980469 time: 2:50:28.295403
- B/E: 56 / 77 , Gen_loss: -0.35373372 MI_loss: 21.50137 Detection error: 0.01062554121017456 time: 2:50:29.156706
- B/E: 57 / 77 , Gen_loss: -0.36232316 MI_loss: 21.927408 Detection error: 0.010618507862091064 time: 2:50:30.020639
- B/E: 58 / 77 , Gen_loss: -0.35846168 MI_loss: 21.603094 Detection error: 0.010594785213470459 time: 2:50:30.888550
- B/E: 59 / 77 , Gen_loss: -0.35439214 MI_loss: 21.52235 Detection error: 0.010613560676574707 time: 2:50:31.749916
- B/E: 60 / 77 , Gen_loss: -0.35065597 MI_loss: 21.335419 Detection error: 0.01062244176864624 time: 2:50:32.533361
- B/E: 61 / 77 , Gen_loss: -0.35470605 MI_loss: 21.456264 Detection error: 0.010610401630401611 time: 2:50:33.281308
- B/E: 62 / 77 , Gen_loss: -0.3591398 MI_loss: 21.881638 Detection error: 0.010614097118377686 time: 2:50:34.034717
- B/E: 63 / 77 , Gen_loss: -0.35429975 MI_loss: 21.461063 Detection error: 0.010612308979034424 time: 2:50:34.878305
- B/E: 64 / 77 , Gen_loss: -0.3592632 MI_loss: 21.84311 Detection error: 0.01061248779296875 time: 2:50:35.630379
- B/E: 65 / 77 , Gen_loss: -0.35694635 MI_loss: 21.785534 Detection error: 0.010604619979858398 time: 2:50:36.417767
- B/E: 66 / 77 , Gen_loss: -0.35405758 MI_loss: 21.41607 Detection error: 0.010604023933410645 time: 2:50:37.169365
- B/E: 67 / 77 , Gen_loss: -0.3577331 MI_loss: 21.729834 Detection error: 0.010594666004180908 time: 2:50:37.938508
- B/E: 68 / 77 , Gen_loss: -0.34717926 MI_loss: 21.080324 Detection error: 0.010589241981506348 time: 2:50:38.689200
- B/E: 69 / 77 , Gen_loss: -0.349461 MI_loss: 21.210136 Detection error: 0.010604918003082275 time: 2:50:39.438287
- B/E: 70 / 77 , Gen_loss: -0.3478733 MI_loss: 21.147053 Detection error: 0.010599493980407715 time: 2:50:40.186911
- B/E: 71 / 77 , Gen_loss: -0.34827575 MI_loss: 21.325058 Detection error: 0.010605931282043457 time: 2:50:40.964184
- B/E: 72 / 77 , Gen_loss: -0.34744105 MI_loss: 21.125881 Detection error: 0.010600626468658447 time: 2:50:41.717784
- B/E: 73 / 77 , Gen_loss: -0.35324532 MI_loss: 21.45094 Detection error: 0.010598838329315186 time: 2:50:42.591150
- B/E: 74 / 77 , Gen_loss: -0.350691 MI_loss: 21.22285 Detection error: 0.010591268539428711 time: 2:50:43.450412
- B/E: 75 / 77 , Gen_loss: -0.34667394 MI_loss: 21.066608 Detection error: 0.0105818510055542 time: 2:50:44.312270
- B/E: 76 / 77 , Gen_loss: -0.34507006 MI_loss: 20.97905 Detection error: 0.01058804988861084 time: 2:50:45.170513
- B/E: 77 / 77 , Gen_loss: -0.35182443 MI_loss: 21.209478 Detection error: 0.01058495044708252 time: 2:50:46.027462
- B/E: 78 / 77 , Gen_loss: -0.36096406 MI_loss: 21.776005 Detection error: 0.010576725006103516 time: 2:50:46.883574
- B/E: 79 / 77 , Gen_loss: -0.34794953 MI_loss: 21.136568 Detection error: 0.01059180498123169 time: 2:50:47.838729
- B/E: 80 / 77 , Gen_loss: -0.34254023 MI_loss: 20.708754 Detection error: 0.01059877872467041 time: 2:50:48.697801
- B/E: 81 / 77 , Gen_loss: -0.3386216 MI_loss: 20.461876 Detection error: 0.01058882474899292 time: 2:50:49.557230
- B/E: 82 / 77 , Gen_loss: -0.3542988 MI_loss: 21.400925 Detection error: 0.01058506965637207 time: 2:50:50.432213
- B/E: 83 / 77 , Gen_loss: -0.3401891 MI_loss: 20.473917 Detection error: 0.010586321353912354 time: 2:50:51.321982
- B/E: 84 / 77 , Gen_loss: -0.346059 MI_loss: 21.163248 Detection error: 0.010591566562652588 time: 2:50:52.182546
- B/E: 85 / 77 , Gen_loss: -0.35041052 MI_loss: 21.241371 Detection error: 0.010577380657196045 time: 2:50:53.042113
- B/E: 86 / 77 , Gen_loss: -0.35522756 MI_loss: 21.546211 Detection error: 0.010578334331512451 time: 2:50:53.904369
- B/E: 87 / 77 , Gen_loss: -0.36069477 MI_loss: 21.766373 Detection error: 0.010567128658294678 time: 2:50:54.787386
- B/E: 88 / 77 , Gen_loss: -0.35150355 MI_loss: 21.16372 Detection error: 0.010559678077697754 time: 2:50:55.652163
- B/E: 89 / 77 , Gen_loss: -0.35087657 MI_loss: 21.391132 Detection error: 0.010569095611572266 time: 2:50:56.512139
- B/E: 90 / 77 , Gen_loss: -0.34960705 MI_loss: 21.089247 Detection error: 0.010561108589172363 time: 2:50:57.374282
- B/E: 91 / 77 , Gen_loss: -0.34712598 MI_loss: 21.105259 Detection error: 0.010570645332336426 time: 2:50:58.165357
- B/E: 92 / 77 , Gen_loss: -0.34326884 MI_loss: 20.77287 Detection error: 0.01056450605392456 time: 2:50:58.986081
- B/E: 93 / 77 , Gen_loss: -0.340483 MI_loss: 20.674381 Detection error: 0.010560154914855957 time: 2:50:59.843188
- B/E: 94 / 77 , Gen_loss: -0.35153112 MI_loss: 21.392933 Detection error: 0.010578930377960205 time: 2:51:00.699099
- B/E: 95 / 77 , Gen_loss: -0.36301154 MI_loss: 22.161694 Detection error: 0.01057809591293335 time: 2:51:01.654503
- B/E: 96 / 77 , Gen_loss: -0.3627262 MI_loss: 21.91974 Detection error: 0.01057666540145874 time: 2:51:02.515415
- B/E: 97 / 77 , Gen_loss: -0.3520173 MI_loss: 21.24561 Detection error: 0.010566651821136475 time: 2:51:03.379186
- B/E: 98 / 77 , Gen_loss: -0.35593274 MI_loss: 21.4711 Detection error: 0.010554313659667969 time: 2:51:04.254511
- B/E: 99 / 77 , Gen_loss: -0.35444623 MI_loss: 21.411705 Detection error: 0.010554075241088867 time: 2:51:05.121638
- B/E: 100 / 77 , Gen_loss: -0.35227197 MI_loss: 21.320997 Detection error: 0.010556638240814209 time: 2:51:05.922863
- B/E: 101 / 77 , Gen_loss: -0.35643905 MI_loss: 21.681253 Detection error: 0.010560691356658936 time: 2:51:06.719701
- B/E: 102 / 77 , Gen_loss: -0.35480955 MI_loss: 21.68201 Detection error: 0.01056736707687378 time: 2:51:07.567085
- B/E: 103 / 77 , Gen_loss: -0.3603696 MI_loss: 22.010616 Detection error: 0.010566115379333496 time: 2:51:08.428042
- B/E: 104 / 77 , Gen_loss: -0.35600618 MI_loss: 21.650652 Detection error: 0.010568439960479736 time: 2:51:09.291804
- B/E: 105 / 77 , Gen_loss: -0.3553288 MI_loss: 21.551277 Detection error: 0.010564267635345459 time: 2:51:10.151509
- B/E: 106 / 77 , Gen_loss: -0.35200116 MI_loss: 21.369999 Detection error: 0.010573029518127441 time: 2:51:11.011166
- B/E: 107 / 77 , Gen_loss: -0.3558602 MI_loss: 21.582941 Detection error: 0.010576367378234863 time: 2:51:11.870531
- B/E: 108 / 77 , Gen_loss: -0.3563525 MI_loss: 21.702332 Detection error: 0.01057887077331543 time: 2:51:12.732434
- B/E: 109 / 77 , Gen_loss: -0.35353822 MI_loss: 21.370079 Detection error: 0.0105704665184021 time: 2:51:13.589948
- B/E: 110 / 77 , Gen_loss: -0.35346258 MI_loss: 21.34939 Detection error: 0.010563373565673828 time: 2:51:14.449696
- B/E: 111 / 77 , Gen_loss: -0.35902014 MI_loss: 21.838282 Detection error: 0.010556936264038086 time: 2:51:15.390145
- B/E: 112 / 77 , Gen_loss: -0.3605152 MI_loss: 21.689419 Detection error: 0.010558366775512695 time: 2:51:16.253496
- B/E: 113 / 77 , Gen_loss: -0.35206515 MI_loss: 21.513315 Detection error: 0.010563075542449951 time: 2:51:17.113594
- B/E: 114 / 77 , Gen_loss: -0.34873298 MI_loss: 21.121323 Detection error: 0.010567128658294678 time: 2:51:17.971304
- B/E: 115 / 77 , Gen_loss: -0.35560158 MI_loss: 21.56164 Detection error: 0.01056438684463501 time: 2:51:18.829010
- B/E: 116 / 77 , Gen_loss: -0.36174664 MI_loss: 21.922308 Detection error: 0.010567843914031982 time: 2:51:19.691513
- B/E: 117 / 77 , Gen_loss: -0.34703267 MI_loss: 21.082323 Detection error: 0.010566234588623047 time: 2:51:20.549168
- B/E: 118 / 77 , Gen_loss: -0.36012042 MI_loss: 21.724838 Detection error: 0.010559320449829102 time: 2:51:21.406756
- B/E: 119 / 77 , Gen_loss: -0.35267645 MI_loss: 21.268543 Detection error: 0.01055675745010376 time: 2:51:22.264301
- B/E: 120 / 77 , Gen_loss: -0.34646276 MI_loss: 21.0866 Detection error: 0.010554492473602295 time: 2:51:23.135558
- B/E: 121 / 77 , Gen_loss: -0.3505999 MI_loss: 21.265238 Detection error: 0.010563015937805176 time: 2:51:23.998103
- B/E: 122 / 77 , Gen_loss: -0.36025974 MI_loss: 21.763912 Detection error: 0.010553598403930664 time: 2:51:24.856614
- B/E: 123 / 77 , Gen_loss: -0.35677725 MI_loss: 21.71469 Detection error: 0.010554194450378418 time: 2:51:25.747947
- B/E: 124 / 77 , Gen_loss: -0.34495917 MI_loss: 20.873917 Detection error: 0.010551512241363525 time: 2:51:26.642444
- B/E: 125 / 77 , Gen_loss: -0.35931763 MI_loss: 21.8322 Detection error: 0.01055830717086792 time: 2:51:27.503802
- B/E: 126 / 77 , Gen_loss: -0.34887165 MI_loss: 21.29929 Detection error: 0.01056814193725586 time: 2:51:28.366693
- B/E: 127 / 77 , Gen_loss: -0.35034525 MI_loss: 21.25292 Detection error: 0.01056736707687378 time: 2:51:29.330396
- B/E: 128 / 77 , Gen_loss: -0.3407159 MI_loss: 20.687294 Detection error: 0.010576784610748291 time: 2:51:30.195369
- B/E: 129 / 77 , Gen_loss: -0.36485675 MI_loss: 22.208654 Detection error: 0.010577857494354248 time: 2:51:31.054857
- B/E: 130 / 77 , Gen_loss: -0.35693702 MI_loss: 21.641678 Detection error: 0.010585427284240723 time: 2:51:31.914398
- B/E: 131 / 77 , Gen_loss: -0.35398132 MI_loss: 21.409107 Detection error: 0.010587811470031738 time: 2:51:32.773623
- B/E: 132 / 77 , Gen_loss: -0.3601682 MI_loss: 21.707012 Detection error: 0.010584115982055664 time: 2:51:33.636877
- B/E: 133 / 77 , Gen_loss: -0.3398786 MI_loss: 20.687763 Detection error: 0.010588407516479492 time: 2:51:34.515751
- B/E: 134 / 77 , Gen_loss: -0.3430826 MI_loss: 20.77676 Detection error: 0.010591447353363037 time: 2:51:35.374701
- B/E: 135 / 77 , Gen_loss: -0.36245853 MI_loss: 22.016287 Detection error: 0.010595560073852539 time: 2:51:36.232912
- B/E: 136 / 77 , Gen_loss: -0.35709488 MI_loss: 21.66927 Detection error: 0.010596930980682373 time: 2:51:37.093092
- B/E: 137 / 77 , Gen_loss: -0.3504006 MI_loss: 21.241571 Detection error: 0.010599851608276367 time: 2:51:37.953800
- B/E: 138 / 77 , Gen_loss: -0.35494182 MI_loss: 21.656494 Detection error: 0.01060408353805542 time: 2:51:38.810700
- B/E: 139 / 77 , Gen_loss: -0.35105214 MI_loss: 21.26083 Detection error: 0.01060783863067627 time: 2:51:39.671831
- B/E: 140 / 77 , Gen_loss: -0.34475547 MI_loss: 20.928232 Detection error: 0.010610401630401611 time: 2:51:40.536618
- B/E: 141 / 77 , Gen_loss: -0.35520756 MI_loss: 21.5842 Detection error: 0.01060938835144043 time: 2:51:41.396299
- B/E: 142 / 77 , Gen_loss: -0.3482462 MI_loss: 20.98987 Detection error: 0.010609269142150879 time: 2:51:42.269030
- B/E: 143 / 77 , Gen_loss: -0.3534747 MI_loss: 21.302353 Detection error: 0.010605454444885254 time: 2:51:43.225370
- B/E: 144 / 77 , Gen_loss: -0.3522813 MI_loss: 21.495964 Detection error: 0.010615706443786621 time: 2:51:44.090185
- B/E: 145 / 77 , Gen_loss: -0.35136166 MI_loss: 21.328764 Detection error: 0.010620534420013428 time: 2:51:44.950165
- B/E: 146 / 77 , Gen_loss: -0.3529282 MI_loss: 21.343285 Detection error: 0.0106201171875 time: 2:51:45.806576
- B/E: 147 / 77 , Gen_loss: -0.34850797 MI_loss: 21.148846 Detection error: 0.01062077283859253 time: 2:51:46.665546
- B/E: 148 / 77 , Gen_loss: -0.34844545 MI_loss: 21.243366 Detection error: 0.010626077651977539 time: 2:51:47.526662
- B/E: 149 / 77 , Gen_loss: -0.3457106 MI_loss: 21.006691 Detection error: 0.010630428791046143 time: 2:51:48.382689
-
- Test Loss: 11.025577 Test Error: 0.01121664047241211
- -----
- EPOCH: 78
- B/E: 0 / 78 , Gen_loss: -0.34127754 MI_loss: 20.725653 Detection error: 0.01171875 time: 2:51:50.340274
- B/E: 1 / 78 , Gen_loss: -0.33730555 MI_loss: 20.606882 Detection error: 0.01181250810623169 time: 2:52:00.541241
- B/E: 2 / 78 , Gen_loss: -0.34013087 MI_loss: 20.540897 Detection error: 0.011135399341583252 time: 2:52:01.491594
- B/E: 3 / 78 , Gen_loss: -0.345053 MI_loss: 21.073114 Detection error: 0.011078119277954102 time: 2:52:02.355290
- B/E: 4 / 78 , Gen_loss: -0.34536994 MI_loss: 20.945446 Detection error: 0.011043727397918701 time: 2:52:03.234716
- B/E: 5 / 78 , Gen_loss: -0.35399747 MI_loss: 21.671253 Detection error: 0.010880231857299805 time: 2:52:04.200756
- B/E: 6 / 78 , Gen_loss: -0.35573772 MI_loss: 21.797144 Detection error: 0.01091068983078003 time: 2:52:04.989093
- B/E: 7 / 78 , Gen_loss: -0.3493864 MI_loss: 21.288631 Detection error: 0.010925769805908203 time: 2:52:05.774428
- B/E: 8 / 78 , Gen_loss: -0.35119173 MI_loss: 21.37503 Detection error: 0.01078122854232788 time: 2:52:06.554171
- B/E: 9 / 78 , Gen_loss: -0.3527794 MI_loss: 21.529177 Detection error: 0.010718762874603271 time: 2:52:07.401829
- B/E: 10 / 78 , Gen_loss: -0.3539057 MI_loss: 21.382927 Detection error: 0.01071023941040039 time: 2:52:08.268789
- B/E: 11 / 78 , Gen_loss: -0.36177897 MI_loss: 21.877752 Detection error: 0.010768234729766846 time: 2:52:09.129521
- B/E: 12 / 78 , Gen_loss: -0.35172412 MI_loss: 21.215475 Detection error: 0.010819733142852783 time: 2:52:09.991321
- B/E: 13 / 78 , Gen_loss: -0.35295027 MI_loss: 21.4412 Detection error: 0.010794639587402344 time: 2:52:10.865417
- B/E: 14 / 78 , Gen_loss: -0.36059156 MI_loss: 21.912172 Detection error: 0.010816693305969238 time: 2:52:11.725789
- B/E: 15 / 78 , Gen_loss: -0.3525186 MI_loss: 21.36468 Detection error: 0.010738253593444824 time: 2:52:12.585780
- B/E: 16 / 78 , Gen_loss: -0.3634509 MI_loss: 21.86907 Detection error: 0.010705888271331787 time: 2:52:13.452022
- B/E: 17 / 78 , Gen_loss: -0.35090756 MI_loss: 21.323877 Detection error: 0.010680556297302246 time: 2:52:14.309960
- B/E: 18 / 78 , Gen_loss: -0.35753575 MI_loss: 21.77115 Detection error: 0.010638177394866943 time: 2:52:15.122538
- B/E: 19 / 78 , Gen_loss: -0.34542134 MI_loss: 21.01428 Detection error: 0.010651588439941406 time: 2:52:15.905832
- B/E: 20 / 78 , Gen_loss: -0.3516967 MI_loss: 21.215534 Detection error: 0.010657727718353271 time: 2:52:16.753433
- B/E: 21 / 78 , Gen_loss: -0.35197434 MI_loss: 21.325815 Detection error: 0.01068180799484253 time: 2:52:17.591956
- B/E: 22 / 78 , Gen_loss: -0.35828108 MI_loss: 21.562803 Detection error: 0.010654866695404053 time: 2:52:18.455945
- B/E: 23 / 78 , Gen_loss: -0.35151738 MI_loss: 21.24628 Detection error: 0.010630190372467041 time: 2:52:19.313453
- B/E: 24 / 78 , Gen_loss: -0.35708877 MI_loss: 21.581074 Detection error: 0.010652482509613037 time: 2:52:20.119615
- B/E: 25 / 78 , Gen_loss: -0.3475253 MI_loss: 21.070707 Detection error: 0.010645449161529541 time: 2:52:20.974135
- B/E: 26 / 78 , Gen_loss: -0.3590849 MI_loss: 21.822426 Detection error: 0.010700225830078125 time: 2:52:21.858680
- B/E: 27 / 78 , Gen_loss: -0.35502198 MI_loss: 21.600334 Detection error: 0.010700881481170654 time: 2:52:22.717538
- B/E: 28 / 78 , Gen_loss: -0.3480329 MI_loss: 21.155188 Detection error: 0.010705828666687012 time: 2:52:23.577717
- B/E: 29 / 78 , Gen_loss: -0.35105526 MI_loss: 21.344315 Detection error: 0.010708332061767578 time: 2:52:24.439349
- B/E: 30 / 78 , Gen_loss: -0.34203786 MI_loss: 20.669819 Detection error: 0.01067739725112915 time: 2:52:25.301672
- B/E: 31 / 78 , Gen_loss: -0.35032964 MI_loss: 21.186674 Detection error: 0.010670900344848633 time: 2:52:26.160237
- B/E: 32 / 78 , Gen_loss: -0.34364957 MI_loss: 20.882593 Detection error: 0.010654330253601074 time: 2:52:27.021278
- B/E: 33 / 78 , Gen_loss: -0.3466679 MI_loss: 21.01936 Detection error: 0.010635137557983398 time: 2:52:27.880463
- B/E: 34 / 78 , Gen_loss: -0.3397762 MI_loss: 20.64051 Detection error: 0.010630369186401367 time: 2:52:28.699842
- B/E: 35 / 78 , Gen_loss: -0.35111195 MI_loss: 21.307022 Detection error: 0.010624110698699951 time: 2:52:29.491854
- B/E: 36 / 78 , Gen_loss: -0.35538012 MI_loss: 21.546558 Detection error: 0.010607242584228516 time: 2:52:30.436023
- B/E: 37 / 78 , Gen_loss: -0.35949132 MI_loss: 21.737963 Detection error: 0.01059788465499878 time: 2:52:31.323527
- B/E: 38 / 78 , Gen_loss: -0.35644877 MI_loss: 21.516417 Detection error: 0.010614573955535889 time: 2:52:32.194177
- B/E: 39 / 78 , Gen_loss: -0.366093 MI_loss: 22.030598 Detection error: 0.010591387748718262 time: 2:52:33.003946
- B/E: 40 / 78 , Gen_loss: -0.34864455 MI_loss: 21.19337 Detection error: 0.010596811771392822 time: 2:52:33.840813
- B/E: 41 / 78 , Gen_loss: -0.35241553 MI_loss: 21.36928 Detection error: 0.010601162910461426 time: 2:52:34.698900
- B/E: 42 / 78 , Gen_loss: -0.34973815 MI_loss: 21.359127 Detection error: 0.010582149028778076 time: 2:52:35.587865
- B/E: 43 / 78 , Gen_loss: -0.3496225 MI_loss: 21.197489 Detection error: 0.010576725006103516 time: 2:52:36.445523
- B/E: 44 / 78 , Gen_loss: -0.35371286 MI_loss: 21.521156 Detection error: 0.010579168796539307 time: 2:52:37.304225
- B/E: 45 / 78 , Gen_loss: -0.36253545 MI_loss: 21.93232 Detection error: 0.01059103012084961 time: 2:52:38.167137
- B/E: 46 / 78 , Gen_loss: -0.34415725 MI_loss: 20.807749 Detection error: 0.010586440563201904 time: 2:52:39.047343
- B/E: 47 / 78 , Gen_loss: -0.35177228 MI_loss: 21.074516 Detection error: 0.01057809591293335 time: 2:52:39.906971
- B/E: 48 / 78 , Gen_loss: -0.35679537 MI_loss: 21.577606 Detection error: 0.010599493980407715 time: 2:52:40.766034
- B/E: 49 / 78 , Gen_loss: -0.34921443 MI_loss: 21.234028 Detection error: 0.010593116283416748 time: 2:52:41.622069
- B/E: 50 / 78 , Gen_loss: -0.3541796 MI_loss: 21.552402 Detection error: 0.010613977909088135 time: 2:52:42.478760
- B/E: 51 / 78 , Gen_loss: -0.36197126 MI_loss: 22.047232 Detection error: 0.01060938835144043 time: 2:52:43.338683
- B/E: 52 / 78 , Gen_loss: -0.35517284 MI_loss: 21.58894 Detection error: 0.010604381561279297 time: 2:52:44.297410
- B/E: 53 / 78 , Gen_loss: -0.35690364 MI_loss: 21.553238 Detection error: 0.010623276233673096 time: 2:52:45.176379
- B/E: 54 / 78 , Gen_loss: -0.3604279 MI_loss: 21.927551 Detection error: 0.010616481304168701 time: 2:52:46.036540
- B/E: 55 / 78 , Gen_loss: -0.3502705 MI_loss: 21.235727 Detection error: 0.0106009840965271 time: 2:52:46.893342
- B/E: 56 / 78 , Gen_loss: -0.3591593 MI_loss: 21.657898 Detection error: 0.010582804679870605 time: 2:52:47.751247
- B/E: 57 / 78 , Gen_loss: -0.36381894 MI_loss: 22.011219 Detection error: 0.010580837726593018 time: 2:52:48.638187
- B/E: 58 / 78 , Gen_loss: -0.345385 MI_loss: 20.854347 Detection error: 0.010568320751190186 time: 2:52:49.499207
- B/E: 59 / 78 , Gen_loss: -0.34828785 MI_loss: 21.276014 Detection error: 0.010589063167572021 time: 2:52:50.361007
- B/E: 60 / 78 , Gen_loss: -0.35152406 MI_loss: 21.27953 Detection error: 0.01058042049407959 time: 2:52:51.218036
- B/E: 61 / 78 , Gen_loss: -0.3446494 MI_loss: 20.901466 Detection error: 0.010587692260742188 time: 2:52:52.075395
- B/E: 62 / 78 , Gen_loss: -0.35739765 MI_loss: 21.673376 Detection error: 0.010593771934509277 time: 2:52:52.937978
- B/E: 63 / 78 , Gen_loss: -0.35800812 MI_loss: 21.77128 Detection error: 0.010586917400360107 time: 2:52:53.797615
- B/E: 64 / 78 , Gen_loss: -0.34892604 MI_loss: 21.337866 Detection error: 0.010584592819213867 time: 2:52:54.656313
- B/E: 65 / 78 , Gen_loss: -0.35320136 MI_loss: 21.535707 Detection error: 0.010583341121673584 time: 2:52:55.514292
- B/E: 66 / 78 , Gen_loss: -0.36458147 MI_loss: 22.028244 Detection error: 0.010581135749816895 time: 2:52:56.376198
- B/E: 67 / 78 , Gen_loss: -0.3473686 MI_loss: 20.989256 Detection error: 0.010573089122772217 time: 2:52:57.240315
- B/E: 68 / 78 , Gen_loss: -0.35252127 MI_loss: 21.315485 Detection error: 0.010571122169494629 time: 2:52:58.182875
- B/E: 69 / 78 , Gen_loss: -0.34856987 MI_loss: 21.262436 Detection error: 0.010583460330963135 time: 2:52:59.041144
- B/E: 70 / 78 , Gen_loss: -0.35549456 MI_loss: 21.51809 Detection error: 0.01058274507522583 time: 2:52:59.903206
- B/E: 71 / 78 , Gen_loss: -0.3469758 MI_loss: 20.946226 Detection error: 0.010583341121673584 time: 2:53:00.760358
- B/E: 72 / 78 , Gen_loss: -0.35609806 MI_loss: 21.624243 Detection error: 0.01057964563369751 time: 2:53:01.621115
- B/E: 73 / 78 , Gen_loss: -0.34477603 MI_loss: 20.9155 Detection error: 0.0105743408203125 time: 2:53:02.478585
- B/E: 74 / 78 , Gen_loss: -0.35258698 MI_loss: 21.364784 Detection error: 0.010571658611297607 time: 2:53:03.340724
- B/E: 75 / 78 , Gen_loss: -0.34676436 MI_loss: 21.0447 Detection error: 0.010564148426055908 time: 2:53:04.227042
- B/E: 76 / 78 , Gen_loss: -0.3538209 MI_loss: 21.459784 Detection error: 0.010568201541900635 time: 2:53:05.088632
- B/E: 77 / 78 , Gen_loss: -0.3538174 MI_loss: 21.335093 Detection error: 0.01056969165802002 time: 2:53:05.970929
- B/E: 78 / 78 , Gen_loss: -0.3495268 MI_loss: 21.131046 Detection error: 0.01056128740310669 time: 2:53:06.836371
- B/E: 79 / 78 , Gen_loss: -0.35531673 MI_loss: 21.639463 Detection error: 0.010572254657745361 time: 2:53:07.695248
- B/E: 80 / 78 , Gen_loss: -0.35334074 MI_loss: 21.409147 Detection error: 0.010587215423583984 time: 2:53:08.554927
- B/E: 81 / 78 , Gen_loss: -0.3612474 MI_loss: 21.870884 Detection error: 0.01058119535446167 time: 2:53:09.410996
- B/E: 82 / 78 , Gen_loss: -0.35088113 MI_loss: 21.1983 Detection error: 0.010572671890258789 time: 2:53:10.294423
- B/E: 83 / 78 , Gen_loss: -0.35306263 MI_loss: 21.48616 Detection error: 0.010579586029052734 time: 2:53:11.161891
- B/E: 84 / 78 , Gen_loss: -0.33726013 MI_loss: 20.494066 Detection error: 0.010573148727416992 time: 2:53:12.110239
- B/E: 85 / 78 , Gen_loss: -0.3613022 MI_loss: 21.959972 Detection error: 0.010562121868133545 time: 2:53:12.972548
- B/E: 86 / 78 , Gen_loss: -0.35043827 MI_loss: 21.28491 Detection error: 0.010563552379608154 time: 2:53:13.855241
- B/E: 87 / 78 , Gen_loss: -0.3563424 MI_loss: 21.589157 Detection error: 0.010549008846282959 time: 2:53:14.717558
- B/E: 88 / 78 , Gen_loss: -0.35209182 MI_loss: 21.337528 Detection error: 0.010535836219787598 time: 2:53:15.576038
- B/E: 89 / 78 , Gen_loss: -0.36378667 MI_loss: 22.178091 Detection error: 0.010548591613769531 time: 2:53:16.437881
- B/E: 90 / 78 , Gen_loss: -0.36143148 MI_loss: 21.963858 Detection error: 0.010548770427703857 time: 2:53:17.297171
- B/E: 91 / 78 , Gen_loss: -0.3469014 MI_loss: 21.064838 Detection error: 0.010557413101196289 time: 2:53:18.163490
- B/E: 92 / 78 , Gen_loss: -0.34601325 MI_loss: 20.827099 Detection error: 0.010545015335083008 time: 2:53:19.020722
- B/E: 93 / 78 , Gen_loss: -0.3417402 MI_loss: 20.695477 Detection error: 0.010544896125793457 time: 2:53:19.878683
- B/E: 94 / 78 , Gen_loss: -0.34924406 MI_loss: 21.361551 Detection error: 0.010557591915130615 time: 2:53:20.736823
- B/E: 95 / 78 , Gen_loss: -0.35041848 MI_loss: 21.233967 Detection error: 0.010561168193817139 time: 2:53:21.596226
- B/E: 96 / 78 , Gen_loss: -0.35552293 MI_loss: 21.535086 Detection error: 0.010556042194366455 time: 2:53:22.454461
- B/E: 97 / 78 , Gen_loss: -0.35908553 MI_loss: 21.80177 Detection error: 0.010548174381256104 time: 2:53:23.312993
- B/E: 98 / 78 , Gen_loss: -0.3511683 MI_loss: 21.32951 Detection error: 0.010535955429077148 time: 2:53:24.173218
- B/E: 99 / 78 , Gen_loss: -0.35493842 MI_loss: 21.497913 Detection error: 0.010534346103668213 time: 2:53:25.039871
- B/E: 100 / 78 , Gen_loss: -0.3593086 MI_loss: 21.756313 Detection error: 0.01053309440612793 time: 2:53:26.001221
- B/E: 101 / 78 , Gen_loss: -0.34907618 MI_loss: 21.310638 Detection error: 0.010537385940551758 time: 2:53:26.780982
- B/E: 102 / 78 , Gen_loss: -0.34577656 MI_loss: 21.04018 Detection error: 0.010542452335357666 time: 2:53:27.538794
- B/E: 103 / 78 , Gen_loss: -0.35959807 MI_loss: 21.862328 Detection error: 0.010544776916503906 time: 2:53:28.384632
- B/E: 104 / 78 , Gen_loss: -0.34936318 MI_loss: 21.132025 Detection error: 0.010547637939453125 time: 2:53:29.243312
- B/E: 105 / 78 , Gen_loss: -0.3468966 MI_loss: 21.155222 Detection error: 0.01054394245147705 time: 2:53:30.103120
- B/E: 106 / 78 , Gen_loss: -0.34973747 MI_loss: 21.074205 Detection error: 0.01054757833480835 time: 2:53:30.961539
- B/E: 107 / 78 , Gen_loss: -0.3557 MI_loss: 21.523502 Detection error: 0.010555565357208252 time: 2:53:31.821844
- B/E: 108 / 78 , Gen_loss: -0.35501012 MI_loss: 21.594208 Detection error: 0.010559320449829102 time: 2:53:32.667508
- B/E: 109 / 78 , Gen_loss: -0.3589308 MI_loss: 21.928375 Detection error: 0.010548889636993408 time: 2:53:33.534250
- B/E: 110 / 78 , Gen_loss: -0.35586086 MI_loss: 21.515886 Detection error: 0.010542809963226318 time: 2:53:34.390805
- B/E: 111 / 78 , Gen_loss: -0.35516065 MI_loss: 21.475027 Detection error: 0.010540187358856201 time: 2:53:35.182359
- B/E: 112 / 78 , Gen_loss: -0.35502872 MI_loss: 21.517712 Detection error: 0.010535657405853271 time: 2:53:35.969091
- B/E: 113 / 78 , Gen_loss: -0.3577418 MI_loss: 21.893734 Detection error: 0.010543882846832275 time: 2:53:36.782454
- B/E: 114 / 78 , Gen_loss: -0.35664612 MI_loss: 21.61166 Detection error: 0.010540246963500977 time: 2:53:37.642675
- B/E: 115 / 78 , Gen_loss: -0.35955083 MI_loss: 21.834389 Detection error: 0.01054149866104126 time: 2:53:38.506417
- B/E: 116 / 78 , Gen_loss: -0.34419945 MI_loss: 20.941545 Detection error: 0.010542750358581543 time: 2:53:39.453513
- B/E: 117 / 78 , Gen_loss: -0.34238726 MI_loss: 20.900208 Detection error: 0.010546863079071045 time: 2:53:40.314933
- B/E: 118 / 78 , Gen_loss: -0.35106328 MI_loss: 21.156977 Detection error: 0.010535478591918945 time: 2:53:41.152816
- B/E: 119 / 78 , Gen_loss: -0.35560966 MI_loss: 21.620815 Detection error: 0.01053696870803833 time: 2:53:42.018228
- B/E: 120 / 78 , Gen_loss: -0.35563186 MI_loss: 21.571531 Detection error: 0.010535359382629395 time: 2:53:42.881934
- B/E: 121 / 78 , Gen_loss: -0.34455797 MI_loss: 20.971556 Detection error: 0.010543286800384521 time: 2:53:43.741869
- B/E: 122 / 78 , Gen_loss: -0.3597722 MI_loss: 21.714413 Detection error: 0.010540664196014404 time: 2:53:44.600360
- B/E: 123 / 78 , Gen_loss: -0.34512678 MI_loss: 21.037094 Detection error: 0.010536551475524902 time: 2:53:45.484987
- B/E: 124 / 78 , Gen_loss: -0.3577435 MI_loss: 21.748825 Detection error: 0.010539472103118896 time: 2:53:46.345337
- B/E: 125 / 78 , Gen_loss: -0.34969085 MI_loss: 21.276083 Detection error: 0.01054239273071289 time: 2:53:47.203280
- B/E: 126 / 78 , Gen_loss: -0.36172095 MI_loss: 22.015425 Detection error: 0.01055067777633667 time: 2:53:48.061920
- B/E: 127 / 78 , Gen_loss: -0.35165685 MI_loss: 21.27448 Detection error: 0.010549068450927734 time: 2:53:48.947262
- B/E: 128 / 78 , Gen_loss: -0.35328645 MI_loss: 21.525124 Detection error: 0.01055377721786499 time: 2:53:49.805772
- B/E: 129 / 78 , Gen_loss: -0.3506157 MI_loss: 21.335045 Detection error: 0.010561048984527588 time: 2:53:50.664288
- B/E: 130 / 78 , Gen_loss: -0.35848978 MI_loss: 21.680656 Detection error: 0.01056748628616333 time: 2:53:51.528378
- B/E: 131 / 78 , Gen_loss: -0.35517326 MI_loss: 21.331757 Detection error: 0.010570526123046875 time: 2:53:52.393399
- B/E: 132 / 78 , Gen_loss: -0.35207245 MI_loss: 21.41733 Detection error: 0.01056981086730957 time: 2:53:53.352016
- B/E: 133 / 78 , Gen_loss: -0.3627014 MI_loss: 22.02464 Detection error: 0.01057577133178711 time: 2:53:54.210587
- B/E: 134 / 78 , Gen_loss: -0.3522913 MI_loss: 21.483398 Detection error: 0.01057964563369751 time: 2:53:55.070166
- B/E: 135 / 78 , Gen_loss: -0.3642724 MI_loss: 22.142456 Detection error: 0.010585010051727295 time: 2:53:55.931091
- B/E: 136 / 78 , Gen_loss: -0.3576052 MI_loss: 21.795776 Detection error: 0.010587334632873535 time: 2:53:56.787451
- B/E: 137 / 78 , Gen_loss: -0.34872496 MI_loss: 21.178278 Detection error: 0.010592162609100342 time: 2:53:57.648393
- B/E: 138 / 78 , Gen_loss: -0.34748587 MI_loss: 21.269686 Detection error: 0.010596871376037598 time: 2:53:58.509812
- B/E: 139 / 78 , Gen_loss: -0.3607567 MI_loss: 21.898949 Detection error: 0.010601341724395752 time: 2:53:59.373414
- B/E: 140 / 78 , Gen_loss: -0.3517036 MI_loss: 21.172813 Detection error: 0.010601282119750977 time: 2:54:00.231788
- B/E: 141 / 78 , Gen_loss: -0.35572866 MI_loss: 21.581793 Detection error: 0.010597944259643555 time: 2:54:01.092368
- B/E: 142 / 78 , Gen_loss: -0.34260717 MI_loss: 20.6421 Detection error: 0.010596394538879395 time: 2:54:01.954652
- B/E: 143 / 78 , Gen_loss: -0.34864983 MI_loss: 21.21975 Detection error: 0.010595917701721191 time: 2:54:02.818138
- B/E: 144 / 78 , Gen_loss: -0.3428303 MI_loss: 20.686367 Detection error: 0.010602593421936035 time: 2:54:03.634441
- B/E: 145 / 78 , Gen_loss: -0.34704965 MI_loss: 20.891663 Detection error: 0.01060575246810913 time: 2:54:04.394321
- B/E: 146 / 78 , Gen_loss: -0.3579587 MI_loss: 21.579401 Detection error: 0.010604798793792725 time: 2:54:05.148600
- B/E: 147 / 78 , Gen_loss: -0.36099988 MI_loss: 21.892513 Detection error: 0.010607659816741943 time: 2:54:05.919140
- B/E: 148 / 78 , Gen_loss: -0.3614781 MI_loss: 21.89992 Detection error: 0.010609030723571777 time: 2:54:06.767485
- B/E: 149 / 78 , Gen_loss: -0.3592755 MI_loss: 21.842289 Detection error: 0.010613977909088135 time: 2:54:07.558451
-
- Test Loss: 11.024279 Test Error: 0.011091649532318115
- -----
- EPOCH: 79
- B/E: 0 / 79 , Gen_loss: -0.35500044 MI_loss: 21.45562 Detection error: 0.011156260967254639 time: 2:54:09.426197
- B/E: 1 / 79 , Gen_loss: -0.33246413 MI_loss: 20.326593 Detection error: 0.011562526226043701 time: 2:54:19.743600
- B/E: 2 / 79 , Gen_loss: -0.35103118 MI_loss: 21.065798 Detection error: 0.011072933673858643 time: 2:54:20.647120
- B/E: 3 / 79 , Gen_loss: -0.3378822 MI_loss: 20.426514 Detection error: 0.010867178440093994 time: 2:54:21.506250
- B/E: 4 / 79 , Gen_loss: -0.3529827 MI_loss: 21.495218 Detection error: 0.01090627908706665 time: 2:54:22.301378
- B/E: 5 / 79 , Gen_loss: -0.33964887 MI_loss: 20.65346 Detection error: 0.010786473751068115 time: 2:54:23.098808
- B/E: 6 / 79 , Gen_loss: -0.34331134 MI_loss: 20.875183 Detection error: 0.010799109935760498 time: 2:54:23.852185
- B/E: 7 / 79 , Gen_loss: -0.3589642 MI_loss: 21.761536 Detection error: 0.010816395282745361 time: 2:54:24.692976
- B/E: 8 / 79 , Gen_loss: -0.3565052 MI_loss: 21.645452 Detection error: 0.010788202285766602 time: 2:54:25.552535
- B/E: 9 / 79 , Gen_loss: -0.34814662 MI_loss: 21.13555 Detection error: 0.010746896266937256 time: 2:54:26.415432
- B/E: 10 / 79 , Gen_loss: -0.35791424 MI_loss: 21.759676 Detection error: 0.010724425315856934 time: 2:54:27.391260
- B/E: 11 / 79 , Gen_loss: -0.35096833 MI_loss: 21.270483 Detection error: 0.010713517665863037 time: 2:54:28.251398
- B/E: 12 / 79 , Gen_loss: -0.35535 MI_loss: 21.708492 Detection error: 0.010802865028381348 time: 2:54:29.109587
- B/E: 13 / 79 , Gen_loss: -0.3581335 MI_loss: 21.778074 Detection error: 0.010763406753540039 time: 2:54:29.972178
- B/E: 14 / 79 , Gen_loss: -0.36046472 MI_loss: 21.739014 Detection error: 0.01076042652130127 time: 2:54:30.834112
- B/E: 15 / 79 , Gen_loss: -0.3525697 MI_loss: 21.360456 Detection error: 0.010736346244812012 time: 2:54:31.696338
- B/E: 16 / 79 , Gen_loss: -0.35451868 MI_loss: 21.39 Detection error: 0.010687470436096191 time: 2:54:32.556623
- B/E: 17 / 79 , Gen_loss: -0.35022426 MI_loss: 21.215948 Detection error: 0.010696172714233398 time: 2:54:33.422054
- B/E: 18 / 79 , Gen_loss: -0.35414574 MI_loss: 21.417831 Detection error: 0.010623335838317871 time: 2:54:34.283004
- B/E: 19 / 79 , Gen_loss: -0.33508042 MI_loss: 20.484068 Detection error: 0.01064997911453247 time: 2:54:35.143457
- B/E: 20 / 79 , Gen_loss: -0.35336706 MI_loss: 21.296701 Detection error: 0.010654747486114502 time: 2:54:36.005887
- B/E: 21 / 79 , Gen_loss: -0.34841043 MI_loss: 21.195335 Detection error: 0.010661959648132324 time: 2:54:36.872025
- B/E: 22 / 79 , Gen_loss: -0.354982 MI_loss: 21.443163 Detection error: 0.010642647743225098 time: 2:54:37.651513
- B/E: 23 / 79 , Gen_loss: -0.36002347 MI_loss: 21.864983 Detection error: 0.010635435581207275 time: 2:54:38.491077
- B/E: 24 / 79 , Gen_loss: -0.35344636 MI_loss: 21.38551 Detection error: 0.0106162428855896 time: 2:54:39.349337
- B/E: 25 / 79 , Gen_loss: -0.34487203 MI_loss: 20.832489 Detection error: 0.010608196258544922 time: 2:54:40.291598
- B/E: 26 / 79 , Gen_loss: -0.35224298 MI_loss: 21.595684 Detection error: 0.010680556297302246 time: 2:54:41.057286
- B/E: 27 / 79 , Gen_loss: -0.36142966 MI_loss: 21.957691 Detection error: 0.010667383670806885 time: 2:54:41.811238
- B/E: 28 / 79 , Gen_loss: -0.3511171 MI_loss: 21.279795 Detection error: 0.010685324668884277 time: 2:54:42.562988
- B/E: 29 / 79 , Gen_loss: -0.35729563 MI_loss: 21.737185 Detection error: 0.010691642761230469 time: 2:54:43.316005
- B/E: 30 / 79 , Gen_loss: -0.33476293 MI_loss: 20.265415 Detection error: 0.01065826416015625 time: 2:54:44.190724
- B/E: 31 / 79 , Gen_loss: -0.35300657 MI_loss: 21.46426 Detection error: 0.01064157485961914 time: 2:54:45.051676
- B/E: 32 / 79 , Gen_loss: -0.3503019 MI_loss: 21.281963 Detection error: 0.010645806789398193 time: 2:54:45.908013
- B/E: 33 / 79 , Gen_loss: -0.35628584 MI_loss: 21.418716 Detection error: 0.010608434677124023 time: 2:54:46.765805
- B/E: 34 / 79 , Gen_loss: -0.34836465 MI_loss: 21.10692 Detection error: 0.01062232255935669 time: 2:54:47.631067
- B/E: 35 / 79 , Gen_loss: -0.3489053 MI_loss: 21.250225 Detection error: 0.010595500469207764 time: 2:54:48.490284
- B/E: 36 / 79 , Gen_loss: -0.35956246 MI_loss: 21.760975 Detection error: 0.010584473609924316 time: 2:54:49.351464
- B/E: 37 / 79 , Gen_loss: -0.35174936 MI_loss: 21.313429 Detection error: 0.01057809591293335 time: 2:54:50.212879
- B/E: 38 / 79 , Gen_loss: -0.3498068 MI_loss: 21.266209 Detection error: 0.01060575246810913 time: 2:54:51.078557
- B/E: 39 / 79 , Gen_loss: -0.34792253 MI_loss: 20.853184 Detection error: 0.010582804679870605 time: 2:54:51.934868
- B/E: 40 / 79 , Gen_loss: -0.34581214 MI_loss: 21.073437 Detection error: 0.010582327842712402 time: 2:54:52.791346
- B/E: 41 / 79 , Gen_loss: -0.35725376 MI_loss: 21.6826 Detection error: 0.01057589054107666 time: 2:54:53.737231
- B/E: 42 / 79 , Gen_loss: -0.35401255 MI_loss: 21.367401 Detection error: 0.010563969612121582 time: 2:54:54.629768
- B/E: 43 / 79 , Gen_loss: -0.35100245 MI_loss: 21.218683 Detection error: 0.010554671287536621 time: 2:54:55.510228
- B/E: 44 / 79 , Gen_loss: -0.34192187 MI_loss: 20.763466 Detection error: 0.010563910007476807 time: 2:54:56.369063
- B/E: 45 / 79 , Gen_loss: -0.35375533 MI_loss: 21.487522 Detection error: 0.010569274425506592 time: 2:54:57.229829
- B/E: 46 / 79 , Gen_loss: -0.3488557 MI_loss: 21.194883 Detection error: 0.010572493076324463 time: 2:54:58.110013
- B/E: 47 / 79 , Gen_loss: -0.35198206 MI_loss: 21.281406 Detection error: 0.010559260845184326 time: 2:54:58.969332
- B/E: 48 / 79 , Gen_loss: -0.34650746 MI_loss: 21.19275 Detection error: 0.010581612586975098 time: 2:54:59.829146
- B/E: 49 / 79 , Gen_loss: -0.35796726 MI_loss: 21.747833 Detection error: 0.010589361190795898 time: 2:55:00.689469
- B/E: 50 / 79 , Gen_loss: -0.35205054 MI_loss: 21.35101 Detection error: 0.010587036609649658 time: 2:55:01.554165
- B/E: 51 / 79 , Gen_loss: -0.35956323 MI_loss: 21.831417 Detection error: 0.010596156120300293 time: 2:55:02.415852
- B/E: 52 / 79 , Gen_loss: -0.35503608 MI_loss: 21.55457 Detection error: 0.010593175888061523 time: 2:55:03.275026
- B/E: 53 / 79 , Gen_loss: -0.36485437 MI_loss: 22.113337 Detection error: 0.010615170001983643 time: 2:55:04.155373
- B/E: 54 / 79 , Gen_loss: -0.35283566 MI_loss: 21.450974 Detection error: 0.01060795783996582 time: 2:55:05.031117
- B/E: 55 / 79 , Gen_loss: -0.35159513 MI_loss: 21.26749 Detection error: 0.0105971097946167 time: 2:55:05.895815
- B/E: 56 / 79 , Gen_loss: -0.36099565 MI_loss: 21.778156 Detection error: 0.010581135749816895 time: 2:55:06.756666
- B/E: 57 / 79 , Gen_loss: -0.35776025 MI_loss: 21.657988 Detection error: 0.010575413703918457 time: 2:55:07.716994
- B/E: 58 / 79 , Gen_loss: -0.34130436 MI_loss: 20.495892 Detection error: 0.010556161403656006 time: 2:55:08.586122
- B/E: 59 / 79 , Gen_loss: -0.35260943 MI_loss: 21.415382 Detection error: 0.010578632354736328 time: 2:55:09.447018
- B/E: 60 / 79 , Gen_loss: -0.34526962 MI_loss: 20.844337 Detection error: 0.01057887077331543 time: 2:55:10.306545
- B/E: 61 / 79 , Gen_loss: -0.34248072 MI_loss: 20.886553 Detection error: 0.010574102401733398 time: 2:55:11.164591
- B/E: 62 / 79 , Gen_loss: -0.35410962 MI_loss: 21.585766 Detection error: 0.010586798191070557 time: 2:55:12.027003
- B/E: 63 / 79 , Gen_loss: -0.35302407 MI_loss: 21.532314 Detection error: 0.010588407516479492 time: 2:55:12.886375
- B/E: 64 / 79 , Gen_loss: -0.34472558 MI_loss: 21.042156 Detection error: 0.010581254959106445 time: 2:55:13.746950
- B/E: 65 / 79 , Gen_loss: -0.35675097 MI_loss: 21.649666 Detection error: 0.010578572750091553 time: 2:55:14.610793
- B/E: 66 / 79 , Gen_loss: -0.35657728 MI_loss: 21.67361 Detection error: 0.010578334331512451 time: 2:55:15.473094
- B/E: 67 / 79 , Gen_loss: -0.36004367 MI_loss: 21.904148 Detection error: 0.010569393634796143 time: 2:55:16.336083
- B/E: 68 / 79 , Gen_loss: -0.34595007 MI_loss: 20.959183 Detection error: 0.010573387145996094 time: 2:55:17.199242
- B/E: 69 / 79 , Gen_loss: -0.3461277 MI_loss: 20.96769 Detection error: 0.010576784610748291 time: 2:55:18.058216
- B/E: 70 / 79 , Gen_loss: -0.34928983 MI_loss: 21.118618 Detection error: 0.010573506355285645 time: 2:55:18.923998
- B/E: 71 / 79 , Gen_loss: -0.34883693 MI_loss: 21.150059 Detection error: 0.01057291030883789 time: 2:55:19.786431
- B/E: 72 / 79 , Gen_loss: -0.36068216 MI_loss: 21.844505 Detection error: 0.01056593656539917 time: 2:55:20.657030
- B/E: 73 / 79 , Gen_loss: -0.35956568 MI_loss: 21.922413 Detection error: 0.010564625263214111 time: 2:55:21.605765
- B/E: 74 / 79 , Gen_loss: -0.35474986 MI_loss: 21.704227 Detection error: 0.010564565658569336 time: 2:55:22.473930
- B/E: 75 / 79 , Gen_loss: -0.35076496 MI_loss: 21.280197 Detection error: 0.010558784008026123 time: 2:55:23.336834
- B/E: 76 / 79 , Gen_loss: -0.3486339 MI_loss: 21.199766 Detection error: 0.01056450605392456 time: 2:55:24.137180
- B/E: 77 / 79 , Gen_loss: -0.34925196 MI_loss: 21.153486 Detection error: 0.01055687665939331 time: 2:55:24.986949
- B/E: 78 / 79 , Gen_loss: -0.36329636 MI_loss: 21.898752 Detection error: 0.010545492172241211 time: 2:55:25.851387
- B/E: 79 / 79 , Gen_loss: -0.35825855 MI_loss: 21.761335 Detection error: 0.010563671588897705 time: 2:55:26.710526
- B/E: 80 / 79 , Gen_loss: -0.3515484 MI_loss: 21.362158 Detection error: 0.010574817657470703 time: 2:55:27.568540
- B/E: 81 / 79 , Gen_loss: -0.35160458 MI_loss: 21.215864 Detection error: 0.010571658611297607 time: 2:55:28.428544
- B/E: 82 / 79 , Gen_loss: -0.35754648 MI_loss: 21.644163 Detection error: 0.010570406913757324 time: 2:55:29.317610
- B/E: 83 / 79 , Gen_loss: -0.35492957 MI_loss: 21.488316 Detection error: 0.010569214820861816 time: 2:55:30.181534
- B/E: 84 / 79 , Gen_loss: -0.3541784 MI_loss: 21.52506 Detection error: 0.010566174983978271 time: 2:55:31.040057
- B/E: 85 / 79 , Gen_loss: -0.35487112 MI_loss: 21.418985 Detection error: 0.010556340217590332 time: 2:55:31.902062
- B/E: 86 / 79 , Gen_loss: -0.3481732 MI_loss: 20.890265 Detection error: 0.01055532693862915 time: 2:55:32.780968
- B/E: 87 / 79 , Gen_loss: -0.35109702 MI_loss: 21.146778 Detection error: 0.010539054870605469 time: 2:55:33.641856
- B/E: 88 / 79 , Gen_loss: -0.35679266 MI_loss: 21.71167 Detection error: 0.010529518127441406 time: 2:55:34.502306
- B/E: 89 / 79 , Gen_loss: -0.34061286 MI_loss: 20.76184 Detection error: 0.010540962219238281 time: 2:55:35.463814
- B/E: 90 / 79 , Gen_loss: -0.3703204 MI_loss: 22.394648 Detection error: 0.010536730289459229 time: 2:55:36.327441
- B/E: 91 / 79 , Gen_loss: -0.3410038 MI_loss: 20.722687 Detection error: 0.010546863079071045 time: 2:55:37.188786
- B/E: 92 / 79 , Gen_loss: -0.36049327 MI_loss: 21.6328 Detection error: 0.010532617568969727 time: 2:55:38.049090
- B/E: 93 / 79 , Gen_loss: -0.3414266 MI_loss: 20.732899 Detection error: 0.010532259941101074 time: 2:55:38.906613
- B/E: 94 / 79 , Gen_loss: -0.34389877 MI_loss: 21.030886 Detection error: 0.010545074939727783 time: 2:55:39.780711
- B/E: 95 / 79 , Gen_loss: -0.34470025 MI_loss: 20.90457 Detection error: 0.010546863079071045 time: 2:55:40.645749
- B/E: 96 / 79 , Gen_loss: -0.34425497 MI_loss: 20.929129 Detection error: 0.010539650917053223 time: 2:55:41.508285
- B/E: 97 / 79 , Gen_loss: -0.3637277 MI_loss: 21.931751 Detection error: 0.010536372661590576 time: 2:55:42.387481
- B/E: 98 / 79 , Gen_loss: -0.3516791 MI_loss: 21.248636 Detection error: 0.010522067546844482 time: 2:55:43.251119
- B/E: 99 / 79 , Gen_loss: -0.35647517 MI_loss: 21.43719 Detection error: 0.010522782802581787 time: 2:55:44.113817
- B/E: 100 / 79 , Gen_loss: -0.36130974 MI_loss: 22.010508 Detection error: 0.010525703430175781 time: 2:55:44.971307
- B/E: 101 / 79 , Gen_loss: -0.35019666 MI_loss: 21.309965 Detection error: 0.01053553819656372 time: 2:55:45.829007
- B/E: 102 / 79 , Gen_loss: -0.34123734 MI_loss: 20.61335 Detection error: 0.010534882545471191 time: 2:55:46.689700
- B/E: 103 / 79 , Gen_loss: -0.3602528 MI_loss: 21.774363 Detection error: 0.010534226894378662 time: 2:55:47.553832
- B/E: 104 / 79 , Gen_loss: -0.3507807 MI_loss: 21.341028 Detection error: 0.010541975498199463 time: 2:55:48.414602
- B/E: 105 / 79 , Gen_loss: -0.34843117 MI_loss: 21.081644 Detection error: 0.010533630847930908 time: 2:55:49.354555
- B/E: 106 / 79 , Gen_loss: -0.3530408 MI_loss: 21.399954 Detection error: 0.010538816452026367 time: 2:55:50.218978
- B/E: 107 / 79 , Gen_loss: -0.34958148 MI_loss: 21.3918 Detection error: 0.010544538497924805 time: 2:55:51.082350
- B/E: 108 / 79 , Gen_loss: -0.35747814 MI_loss: 21.65631 Detection error: 0.010553598403930664 time: 2:55:51.892344
- B/E: 109 / 79 , Gen_loss: -0.35270286 MI_loss: 21.355455 Detection error: 0.010538637638092041 time: 2:55:52.742140
- B/E: 110 / 79 , Gen_loss: -0.35095948 MI_loss: 21.267136 Detection error: 0.010532379150390625 time: 2:55:53.606314
- B/E: 111 / 79 , Gen_loss: -0.3570532 MI_loss: 21.561459 Detection error: 0.010529577732086182 time: 2:55:54.467521
- B/E: 112 / 79 , Gen_loss: -0.36630282 MI_loss: 22.130201 Detection error: 0.010530412197113037 time: 2:55:55.326591
- B/E: 113 / 79 , Gen_loss: -0.34834704 MI_loss: 21.304905 Detection error: 0.010537266731262207 time: 2:55:56.185043
- B/E: 114 / 79 , Gen_loss: -0.34963167 MI_loss: 21.26144 Detection error: 0.010538578033447266 time: 2:55:57.048955
- B/E: 115 / 79 , Gen_loss: -0.36415973 MI_loss: 22.040764 Detection error: 0.010536611080169678 time: 2:55:57.912704
- B/E: 116 / 79 , Gen_loss: -0.3543982 MI_loss: 21.553692 Detection error: 0.010537385940551758 time: 2:55:58.775086
- B/E: 117 / 79 , Gen_loss: -0.35275126 MI_loss: 21.472656 Detection error: 0.010536789894104004 time: 2:55:59.634660
- B/E: 118 / 79 , Gen_loss: -0.3386717 MI_loss: 20.380894 Detection error: 0.010530471801757812 time: 2:56:00.497350
- B/E: 119 / 79 , Gen_loss: -0.34692487 MI_loss: 21.075136 Detection error: 0.010531246662139893 time: 2:56:01.361040
- B/E: 120 / 79 , Gen_loss: -0.35180882 MI_loss: 21.301598 Detection error: 0.01052325963973999 time: 2:56:02.131536
- B/E: 121 / 79 , Gen_loss: -0.35049525 MI_loss: 21.358435 Detection error: 0.010536134243011475 time: 2:56:02.969370
- B/E: 122 / 79 , Gen_loss: -0.3586036 MI_loss: 21.724483 Detection error: 0.010532259941101074 time: 2:56:03.813763
- B/E: 123 / 79 , Gen_loss: -0.34614968 MI_loss: 21.099758 Detection error: 0.010526180267333984 time: 2:56:04.709563
- B/E: 124 / 79 , Gen_loss: -0.3562477 MI_loss: 21.686451 Detection error: 0.010528981685638428 time: 2:56:05.567196
- B/E: 125 / 79 , Gen_loss: -0.34917405 MI_loss: 21.234142 Detection error: 0.010531723499298096 time: 2:56:06.431281
- B/E: 126 / 79 , Gen_loss: -0.35296616 MI_loss: 21.455086 Detection error: 0.010536909103393555 time: 2:56:07.289327
- B/E: 127 / 79 , Gen_loss: -0.35885903 MI_loss: 21.846363 Detection error: 0.010534405708312988 time: 2:56:08.172915
- B/E: 128 / 79 , Gen_loss: -0.35435686 MI_loss: 21.475248 Detection error: 0.010539472103118896 time: 2:56:09.032878
- B/E: 129 / 79 , Gen_loss: -0.353937 MI_loss: 21.562344 Detection error: 0.010548770427703857 time: 2:56:09.892385
- B/E: 130 / 79 , Gen_loss: -0.3631962 MI_loss: 21.963825 Detection error: 0.010555803775787354 time: 2:56:10.750461
- B/E: 131 / 79 , Gen_loss: -0.35267934 MI_loss: 21.46346 Detection error: 0.01055753231048584 time: 2:56:11.613746
- B/E: 132 / 79 , Gen_loss: -0.34812555 MI_loss: 20.93011 Detection error: 0.01055288314819336 time: 2:56:12.473212
- B/E: 133 / 79 , Gen_loss: -0.3581468 MI_loss: 21.707392 Detection error: 0.01056063175201416 time: 2:56:13.353201
- B/E: 134 / 79 , Gen_loss: -0.3465946 MI_loss: 21.191372 Detection error: 0.01056969165802002 time: 2:56:14.213922
- B/E: 135 / 79 , Gen_loss: -0.36141825 MI_loss: 21.937523 Detection error: 0.010569155216217041 time: 2:56:15.097958
- B/E: 136 / 79 , Gen_loss: -0.35036394 MI_loss: 21.24724 Detection error: 0.010567724704742432 time: 2:56:15.954319
- B/E: 137 / 79 , Gen_loss: -0.3610896 MI_loss: 21.874893 Detection error: 0.010576069355010986 time: 2:56:16.910015
- B/E: 138 / 79 , Gen_loss: -0.35137647 MI_loss: 21.416922 Detection error: 0.010576426982879639 time: 2:56:17.770962
- B/E: 139 / 79 , Gen_loss: -0.35936826 MI_loss: 21.851784 Detection error: 0.010582804679870605 time: 2:56:18.633648
- B/E: 140 / 79 , Gen_loss: -0.3522335 MI_loss: 21.411617 Detection error: 0.010580897331237793 time: 2:56:19.491656
- B/E: 141 / 79 , Gen_loss: -0.3523366 MI_loss: 21.385956 Detection error: 0.01058119535446167 time: 2:56:20.351594
- B/E: 142 / 79 , Gen_loss: -0.3579429 MI_loss: 21.698696 Detection error: 0.0105782151222229 time: 2:56:21.209224
- B/E: 143 / 79 , Gen_loss: -0.3598805 MI_loss: 21.848015 Detection error: 0.010574638843536377 time: 2:56:22.070427
- B/E: 144 / 79 , Gen_loss: -0.35682157 MI_loss: 21.553818 Detection error: 0.01057887077331543 time: 2:56:22.929310
- B/E: 145 / 79 , Gen_loss: -0.34361976 MI_loss: 20.760147 Detection error: 0.010585606098175049 time: 2:56:23.788412
- B/E: 146 / 79 , Gen_loss: -0.35620624 MI_loss: 21.496727 Detection error: 0.01058971881866455 time: 2:56:24.648791
- B/E: 147 / 79 , Gen_loss: -0.3460826 MI_loss: 20.96838 Detection error: 0.010591864585876465 time: 2:56:25.511287
- B/E: 148 / 79 , Gen_loss: -0.35382003 MI_loss: 21.434044 Detection error: 0.010593950748443604 time: 2:56:26.370950
- B/E: 149 / 79 , Gen_loss: -0.35280442 MI_loss: 21.325665 Detection error: 0.010601222515106201 time: 2:56:27.229101
-
- Test Loss: 10.997452 Test Error: 0.011091649532318115
- -----
- EPOCH: 80
- B/E: 0 / 80 , Gen_loss: -0.34819943 MI_loss: 21.08572 Detection error: 0.011375010013580322 time: 2:56:29.194666
- B/E: 1 / 80 , Gen_loss: -0.34320885 MI_loss: 20.91674 Detection error: 0.011859357357025146 time: 2:56:39.681602
- B/E: 2 / 80 , Gen_loss: -0.3432844 MI_loss: 20.758696 Detection error: 0.011239588260650635 time: 2:56:40.670903
- B/E: 3 / 80 , Gen_loss: -0.34995222 MI_loss: 21.379427 Detection error: 0.011187493801116943 time: 2:56:41.545420
- B/E: 4 / 80 , Gen_loss: -0.34858558 MI_loss: 21.349495 Detection error: 0.011093735694885254 time: 2:56:42.434579
- B/E: 5 / 80 , Gen_loss: -0.34370235 MI_loss: 21.011515 Detection error: 0.010927081108093262 time: 2:56:43.294970
- B/E: 6 / 80 , Gen_loss: -0.35947263 MI_loss: 21.7939 Detection error: 0.010879456996917725 time: 2:56:44.155087
- B/E: 7 / 80 , Gen_loss: -0.35585338 MI_loss: 21.573858 Detection error: 0.01096487045288086 time: 2:56:45.013330
- B/E: 8 / 80 , Gen_loss: -0.34110698 MI_loss: 20.510645 Detection error: 0.0108298659324646 time: 2:56:45.876274
- B/E: 9 / 80 , Gen_loss: -0.35529986 MI_loss: 21.584198 Detection error: 0.010749995708465576 time: 2:56:46.734631
- B/E: 10 / 80 , Gen_loss: -0.353594 MI_loss: 21.431393 Detection error: 0.010761380195617676 time: 2:56:47.591600
- B/E: 11 / 80 , Gen_loss: -0.3510688 MI_loss: 21.176249 Detection error: 0.010705709457397461 time: 2:56:48.449566
- B/E: 12 / 80 , Gen_loss: -0.34165266 MI_loss: 20.739645 Detection error: 0.010769248008728027 time: 2:56:49.311504
- B/E: 13 / 80 , Gen_loss: -0.34937558 MI_loss: 21.180069 Detection error: 0.010772347450256348 time: 2:56:50.168437
- B/E: 14 / 80 , Gen_loss: -0.35828504 MI_loss: 21.619392 Detection error: 0.01077502965927124 time: 2:56:51.025376
- B/E: 15 / 80 , Gen_loss: -0.35464737 MI_loss: 21.521168 Detection error: 0.010748028755187988 time: 2:56:51.882033
- B/E: 16 / 80 , Gen_loss: -0.35249054 MI_loss: 21.312052 Detection error: 0.010698556900024414 time: 2:56:52.743642
- B/E: 17 / 80 , Gen_loss: -0.35367486 MI_loss: 21.379757 Detection error: 0.01067882776260376 time: 2:56:53.600019
- B/E: 18 / 80 , Gen_loss: -0.3454731 MI_loss: 20.859217 Detection error: 0.010618448257446289 time: 2:56:54.556277
- B/E: 19 / 80 , Gen_loss: -0.34667057 MI_loss: 21.123999 Detection error: 0.010640621185302734 time: 2:56:55.414321
- B/E: 20 / 80 , Gen_loss: -0.34531003 MI_loss: 20.80271 Detection error: 0.010635435581207275 time: 2:56:56.276078
- B/E: 21 / 80 , Gen_loss: -0.34679025 MI_loss: 21.070972 Detection error: 0.010642051696777344 time: 2:56:57.133785
- B/E: 22 / 80 , Gen_loss: -0.35452732 MI_loss: 21.519905 Detection error: 0.010604619979858398 time: 2:56:57.992156
- B/E: 23 / 80 , Gen_loss: -0.3534944 MI_loss: 21.261332 Detection error: 0.010610699653625488 time: 2:56:58.853206
- B/E: 24 / 80 , Gen_loss: -0.3440519 MI_loss: 20.857704 Detection error: 0.010607481002807617 time: 2:56:59.713466
- B/E: 25 / 80 , Gen_loss: -0.34999165 MI_loss: 21.233192 Detection error: 0.010584115982055664 time: 2:57:00.572949
- B/E: 26 / 80 , Gen_loss: -0.341666 MI_loss: 20.923824 Detection error: 0.010649323463439941 time: 2:57:01.430273
- B/E: 27 / 80 , Gen_loss: -0.35343444 MI_loss: 21.489704 Detection error: 0.0106428861618042 time: 2:57:02.272874
- B/E: 28 / 80 , Gen_loss: -0.3536519 MI_loss: 21.478748 Detection error: 0.01062929630279541 time: 2:57:03.145268
- B/E: 29 / 80 , Gen_loss: -0.35145566 MI_loss: 21.463818 Detection error: 0.010664582252502441 time: 2:57:04.005202
- B/E: 30 / 80 , Gen_loss: -0.35411242 MI_loss: 21.441345 Detection error: 0.010629057884216309 time: 2:57:04.767158
- B/E: 31 / 80 , Gen_loss: -0.3439674 MI_loss: 20.854137 Detection error: 0.01059865951538086 time: 2:57:05.613422
- B/E: 32 / 80 , Gen_loss: -0.35349178 MI_loss: 21.359299 Detection error: 0.010600388050079346 time: 2:57:06.368215
- B/E: 33 / 80 , Gen_loss: -0.35265404 MI_loss: 21.307352 Detection error: 0.010589182376861572 time: 2:57:07.121997
- B/E: 34 / 80 , Gen_loss: -0.34872213 MI_loss: 21.18303 Detection error: 0.010604441165924072 time: 2:57:07.885805
- B/E: 35 / 80 , Gen_loss: -0.3554986 MI_loss: 21.625637 Detection error: 0.010571181774139404 time: 2:57:08.639617
- B/E: 36 / 80 , Gen_loss: -0.35859662 MI_loss: 21.783054 Detection error: 0.01056671142578125 time: 2:57:09.389575
- B/E: 37 / 80 , Gen_loss: -0.35564938 MI_loss: 21.601017 Detection error: 0.010552644729614258 time: 2:57:10.148575
- B/E: 38 / 80 , Gen_loss: -0.35365957 MI_loss: 21.496037 Detection error: 0.010562479496002197 time: 2:57:10.994787
- B/E: 39 / 80 , Gen_loss: -0.3496866 MI_loss: 21.223736 Detection error: 0.0105515718460083 time: 2:57:11.851392
- B/E: 40 / 80 , Gen_loss: -0.35613057 MI_loss: 21.820087 Detection error: 0.010549545288085938 time: 2:57:12.712538
- B/E: 41 / 80 , Gen_loss: -0.35933164 MI_loss: 21.795486 Detection error: 0.010550618171691895 time: 2:57:13.600775
- B/E: 42 / 80 , Gen_loss: -0.3572947 MI_loss: 21.50686 Detection error: 0.010528326034545898 time: 2:57:14.406307
- B/E: 43 / 80 , Gen_loss: -0.3487656 MI_loss: 21.090672 Detection error: 0.010539770126342773 time: 2:57:15.159802
- B/E: 44 / 80 , Gen_loss: -0.3433882 MI_loss: 21.002708 Detection error: 0.010545134544372559 time: 2:57:15.910887
- B/E: 45 / 80 , Gen_loss: -0.3569446 MI_loss: 21.676477 Detection error: 0.010567963123321533 time: 2:57:16.749454
- B/E: 46 / 80 , Gen_loss: -0.36167958 MI_loss: 21.893204 Detection error: 0.010561168193817139 time: 2:57:17.632740
- B/E: 47 / 80 , Gen_loss: -0.3582565 MI_loss: 21.611145 Detection error: 0.010557293891906738 time: 2:57:18.494455
- B/E: 48 / 80 , Gen_loss: -0.35440984 MI_loss: 21.588154 Detection error: 0.010582923889160156 time: 2:57:19.474602
- B/E: 49 / 80 , Gen_loss: -0.34622636 MI_loss: 21.021334 Detection error: 0.010587513446807861 time: 2:57:20.335259
- B/E: 50 / 80 , Gen_loss: -0.34431252 MI_loss: 20.885498 Detection error: 0.010584533214569092 time: 2:57:21.204859
- B/E: 51 / 80 , Gen_loss: -0.34880304 MI_loss: 21.208181 Detection error: 0.010581135749816895 time: 2:57:22.063527
- B/E: 52 / 80 , Gen_loss: -0.3612362 MI_loss: 21.931799 Detection error: 0.010583698749542236 time: 2:57:22.922557
- B/E: 53 / 80 , Gen_loss: -0.3540095 MI_loss: 21.526627 Detection error: 0.010601282119750977 time: 2:57:23.708680
- B/E: 54 / 80 , Gen_loss: -0.3541258 MI_loss: 21.500004 Detection error: 0.010601162910461426 time: 2:57:24.461028
- B/E: 55 / 80 , Gen_loss: -0.3463147 MI_loss: 20.999756 Detection error: 0.010585367679595947 time: 2:57:25.292848
- B/E: 56 / 80 , Gen_loss: -0.3438026 MI_loss: 20.685167 Detection error: 0.010568559169769287 time: 2:57:26.151248
- B/E: 57 / 80 , Gen_loss: -0.35617593 MI_loss: 21.619314 Detection error: 0.01056140661239624 time: 2:57:27.011127
- B/E: 58 / 80 , Gen_loss: -0.35528183 MI_loss: 21.495623 Detection error: 0.01054394245147705 time: 2:57:27.872919
- B/E: 59 / 80 , Gen_loss: -0.35188505 MI_loss: 21.443258 Detection error: 0.010577082633972168 time: 2:57:28.729940
- B/E: 60 / 80 , Gen_loss: -0.34368438 MI_loss: 20.93874 Detection error: 0.01056814193725586 time: 2:57:29.589392
- B/E: 61 / 80 , Gen_loss: -0.34515983 MI_loss: 21.197433 Detection error: 0.010567009449005127 time: 2:57:30.465265
- B/E: 62 / 80 , Gen_loss: -0.35802242 MI_loss: 21.730083 Detection error: 0.010569930076599121 time: 2:57:31.325181
- B/E: 63 / 80 , Gen_loss: -0.34589377 MI_loss: 21.093954 Detection error: 0.010567843914031982 time: 2:57:32.266319
- B/E: 64 / 80 , Gen_loss: -0.35416928 MI_loss: 21.600674 Detection error: 0.010561048984527588 time: 2:57:33.127632
- B/E: 65 / 80 , Gen_loss: -0.34854192 MI_loss: 20.951529 Detection error: 0.010555386543273926 time: 2:57:33.986065
- B/E: 66 / 80 , Gen_loss: -0.36772633 MI_loss: 22.330946 Detection error: 0.010554075241088867 time: 2:57:34.797040
- B/E: 67 / 80 , Gen_loss: -0.36244684 MI_loss: 21.992126 Detection error: 0.010546386241912842 time: 2:57:35.546503
- B/E: 68 / 80 , Gen_loss: -0.35180384 MI_loss: 21.36071 Detection error: 0.010551631450653076 time: 2:57:36.392596
- B/E: 69 / 80 , Gen_loss: -0.34874126 MI_loss: 21.08882 Detection error: 0.010554015636444092 time: 2:57:37.249557
- B/E: 70 / 80 , Gen_loss: -0.36082113 MI_loss: 21.897852 Detection error: 0.010551035404205322 time: 2:57:38.109920
- B/E: 71 / 80 , Gen_loss: -0.3511759 MI_loss: 21.29371 Detection error: 0.010555565357208252 time: 2:57:38.973350
- B/E: 72 / 80 , Gen_loss: -0.35817748 MI_loss: 21.855953 Detection error: 0.01054924726486206 time: 2:57:39.832571
- B/E: 73 / 80 , Gen_loss: -0.35547397 MI_loss: 21.500095 Detection error: 0.010547280311584473 time: 2:57:40.692535
- B/E: 74 / 80 , Gen_loss: -0.35313106 MI_loss: 21.394768 Detection error: 0.010547935962677002 time: 2:57:41.555891
- B/E: 75 / 80 , Gen_loss: -0.3587459 MI_loss: 21.883333 Detection error: 0.010538220405578613 time: 2:57:42.416673
- B/E: 76 / 80 , Gen_loss: -0.34757113 MI_loss: 21.1367 Detection error: 0.010544240474700928 time: 2:57:43.277738
- B/E: 77 / 80 , Gen_loss: -0.35450423 MI_loss: 21.497477 Detection error: 0.010538041591644287 time: 2:57:44.102372
- B/E: 78 / 80 , Gen_loss: -0.35514566 MI_loss: 21.534613 Detection error: 0.01053321361541748 time: 2:57:44.865147
- B/E: 79 / 80 , Gen_loss: -0.35372636 MI_loss: 21.590597 Detection error: 0.010541796684265137 time: 2:57:45.830647
- B/E: 80 / 80 , Gen_loss: -0.35102051 MI_loss: 21.370354 Detection error: 0.010547816753387451 time: 2:57:46.692941
- B/E: 81 / 80 , Gen_loss: -0.34583566 MI_loss: 20.964394 Detection error: 0.010541915893554688 time: 2:57:47.553795
- B/E: 82 / 80 , Gen_loss: -0.3444764 MI_loss: 20.91241 Detection error: 0.01053839921951294 time: 2:57:48.431936
- B/E: 83 / 80 , Gen_loss: -0.3579207 MI_loss: 21.67912 Detection error: 0.010539054870605469 time: 2:57:49.309339
- B/E: 84 / 80 , Gen_loss: -0.34282643 MI_loss: 20.956009 Detection error: 0.010537862777709961 time: 2:57:50.168701
- B/E: 85 / 80 , Gen_loss: -0.3425193 MI_loss: 20.672733 Detection error: 0.010524332523345947 time: 2:57:51.027511
- B/E: 86 / 80 , Gen_loss: -0.3489961 MI_loss: 21.002687 Detection error: 0.010523736476898193 time: 2:57:51.909390
- B/E: 87 / 80 , Gen_loss: -0.36079705 MI_loss: 21.920422 Detection error: 0.010513484477996826 time: 2:57:52.770771
- B/E: 88 / 80 , Gen_loss: -0.34210113 MI_loss: 20.672476 Detection error: 0.010498225688934326 time: 2:57:53.633398
- B/E: 89 / 80 , Gen_loss: -0.35206935 MI_loss: 21.47615 Detection error: 0.010513544082641602 time: 2:57:54.494730
- B/E: 90 / 80 , Gen_loss: -0.35133243 MI_loss: 21.287231 Detection error: 0.010505855083465576 time: 2:57:55.316437
- B/E: 91 / 80 , Gen_loss: -0.35440442 MI_loss: 21.618141 Detection error: 0.010514616966247559 time: 2:57:56.107105
- B/E: 92 / 80 , Gen_loss: -0.34843862 MI_loss: 21.221611 Detection error: 0.010507404804229736 time: 2:57:56.856987
- B/E: 93 / 80 , Gen_loss: -0.34805968 MI_loss: 21.238585 Detection error: 0.010508298873901367 time: 2:57:57.607339
- B/E: 94 / 80 , Gen_loss: -0.35528955 MI_loss: 21.641914 Detection error: 0.010517418384552002 time: 2:57:58.364958
- B/E: 95 / 80 , Gen_loss: -0.35374853 MI_loss: 21.460747 Detection error: 0.010519862174987793 time: 2:57:59.337241
- B/E: 96 / 80 , Gen_loss: -0.3519491 MI_loss: 21.529577 Detection error: 0.010519325733184814 time: 2:58:00.199829
- B/E: 97 / 80 , Gen_loss: -0.35379708 MI_loss: 21.305624 Detection error: 0.010508596897125244 time: 2:58:01.078417
- B/E: 98 / 80 , Gen_loss: -0.34667554 MI_loss: 20.936613 Detection error: 0.010496199131011963 time: 2:58:01.936343
- B/E: 99 / 80 , Gen_loss: -0.35147825 MI_loss: 21.39925 Detection error: 0.010499060153961182 time: 2:58:02.800950
- B/E: 100 / 80 , Gen_loss: -0.35397595 MI_loss: 21.496935 Detection error: 0.010501861572265625 time: 2:58:03.664117
- B/E: 101 / 80 , Gen_loss: -0.35314995 MI_loss: 21.492973 Detection error: 0.010505497455596924 time: 2:58:04.444040
- B/E: 102 / 80 , Gen_loss: -0.35929307 MI_loss: 21.876915 Detection error: 0.010509729385375977 time: 2:58:05.282560
- B/E: 103 / 80 , Gen_loss: -0.35608482 MI_loss: 21.648394 Detection error: 0.01051110029220581 time: 2:58:06.156221
- B/E: 104 / 80 , Gen_loss: -0.34466213 MI_loss: 20.883713 Detection error: 0.010515153408050537 time: 2:58:07.018752
- B/E: 105 / 80 , Gen_loss: -0.35070455 MI_loss: 21.311163 Detection error: 0.010508239269256592 time: 2:58:07.881201
- B/E: 106 / 80 , Gen_loss: -0.34926897 MI_loss: 21.319122 Detection error: 0.010516643524169922 time: 2:58:08.741109
- B/E: 107 / 80 , Gen_loss: -0.35616997 MI_loss: 21.540842 Detection error: 0.01052170991897583 time: 2:58:09.604280
- B/E: 108 / 80 , Gen_loss: -0.35396123 MI_loss: 21.613407 Detection error: 0.010524630546569824 time: 2:58:10.466702
- B/E: 109 / 80 , Gen_loss: -0.35959288 MI_loss: 21.802734 Detection error: 0.010519862174987793 time: 2:58:11.322993
- B/E: 110 / 80 , Gen_loss: -0.34753463 MI_loss: 20.856829 Detection error: 0.010514616966247559 time: 2:58:12.180486
- B/E: 111 / 80 , Gen_loss: -0.36163685 MI_loss: 21.89948 Detection error: 0.010505318641662598 time: 2:58:13.123456
- B/E: 112 / 80 , Gen_loss: -0.35578614 MI_loss: 21.435246 Detection error: 0.01050025224685669 time: 2:58:13.984774
- B/E: 113 / 80 , Gen_loss: -0.35284573 MI_loss: 21.54732 Detection error: 0.010509312152862549 time: 2:58:14.845967
- B/E: 114 / 80 , Gen_loss: -0.3519289 MI_loss: 21.399734 Detection error: 0.010511934757232666 time: 2:58:15.705957
- B/E: 115 / 80 , Gen_loss: -0.35196823 MI_loss: 21.330889 Detection error: 0.0105094313621521 time: 2:58:16.568454
- B/E: 116 / 80 , Gen_loss: -0.34328845 MI_loss: 20.899258 Detection error: 0.010514676570892334 time: 2:58:17.429620
- B/E: 117 / 80 , Gen_loss: -0.34426397 MI_loss: 20.877426 Detection error: 0.010520100593566895 time: 2:58:18.286995
- B/E: 118 / 80 , Gen_loss: -0.34590238 MI_loss: 20.783667 Detection error: 0.010513663291931152 time: 2:58:19.144882
- B/E: 119 / 80 , Gen_loss: -0.34803498 MI_loss: 21.068096 Detection error: 0.010508358478546143 time: 2:58:20.008727
- B/E: 120 / 80 , Gen_loss: -0.34828022 MI_loss: 21.1965 Detection error: 0.010507762432098389 time: 2:58:20.873999
- B/E: 121 / 80 , Gen_loss: -0.34501153 MI_loss: 21.103249 Detection error: 0.010511040687561035 time: 2:58:21.732170
- B/E: 122 / 80 , Gen_loss: -0.3601488 MI_loss: 21.684196 Detection error: 0.010512948036193848 time: 2:58:22.588717
- B/E: 123 / 80 , Gen_loss: -0.35551822 MI_loss: 21.694466 Detection error: 0.010509073734283447 time: 2:58:23.461199
- B/E: 124 / 80 , Gen_loss: -0.34619492 MI_loss: 21.009502 Detection error: 0.010507524013519287 time: 2:58:24.342199
- B/E: 125 / 80 , Gen_loss: -0.35112068 MI_loss: 21.146973 Detection error: 0.0105094313621521 time: 2:58:25.201549
- B/E: 126 / 80 , Gen_loss: -0.36089852 MI_loss: 21.897182 Detection error: 0.010523855686187744 time: 2:58:26.061798
- B/E: 127 / 80 , Gen_loss: -0.3483779 MI_loss: 21.037586 Detection error: 0.010520994663238525 time: 2:58:27.028492
- B/E: 128 / 80 , Gen_loss: -0.35120302 MI_loss: 21.300858 Detection error: 0.010526180267333984 time: 2:58:27.889800
- B/E: 129 / 80 , Gen_loss: -0.3498916 MI_loss: 21.434721 Detection error: 0.010532200336456299 time: 2:58:28.749399
- B/E: 130 / 80 , Gen_loss: -0.3542356 MI_loss: 21.500813 Detection error: 0.010541260242462158 time: 2:58:29.607724
- B/E: 131 / 80 , Gen_loss: -0.354958 MI_loss: 21.529316 Detection error: 0.010539054870605469 time: 2:58:30.468884
- B/E: 132 / 80 , Gen_loss: -0.36475816 MI_loss: 22.031878 Detection error: 0.010538756847381592 time: 2:58:31.330714
- B/E: 133 / 80 , Gen_loss: -0.35616747 MI_loss: 21.597845 Detection error: 0.010544300079345703 time: 2:58:32.188926
- B/E: 134 / 80 , Gen_loss: -0.34398812 MI_loss: 20.967407 Detection error: 0.010550260543823242 time: 2:58:33.049666
- B/E: 135 / 80 , Gen_loss: -0.3648881 MI_loss: 22.080841 Detection error: 0.010554015636444092 time: 2:58:33.867919
- B/E: 136 / 80 , Gen_loss: -0.35956126 MI_loss: 21.747494 Detection error: 0.010553121566772461 time: 2:58:34.728043
- B/E: 137 / 80 , Gen_loss: -0.34137604 MI_loss: 20.626211 Detection error: 0.010554373264312744 time: 2:58:35.588887
- B/E: 138 / 80 , Gen_loss: -0.35314327 MI_loss: 21.627357 Detection error: 0.010557115077972412 time: 2:58:36.378115
- B/E: 139 / 80 , Gen_loss: -0.3550096 MI_loss: 21.640226 Detection error: 0.01056516170501709 time: 2:58:37.126581
- B/E: 140 / 80 , Gen_loss: -0.34394762 MI_loss: 20.834343 Detection error: 0.010566473007202148 time: 2:58:37.976635
- B/E: 141 / 80 , Gen_loss: -0.35336214 MI_loss: 21.346386 Detection error: 0.01056206226348877 time: 2:58:38.837950
- B/E: 142 / 80 , Gen_loss: -0.3532753 MI_loss: 21.27813 Detection error: 0.010560095310211182 time: 2:58:39.696708
- B/E: 143 / 80 , Gen_loss: -0.36672935 MI_loss: 22.148342 Detection error: 0.010557293891906738 time: 2:58:40.655364
- B/E: 144 / 80 , Gen_loss: -0.35146573 MI_loss: 21.200428 Detection error: 0.010562717914581299 time: 2:58:41.518961
- B/E: 145 / 80 , Gen_loss: -0.35022166 MI_loss: 21.192778 Detection error: 0.010567188262939453 time: 2:58:42.379440
- B/E: 146 / 80 , Gen_loss: -0.3553439 MI_loss: 21.443665 Detection error: 0.010573148727416992 time: 2:58:43.193963
- B/E: 147 / 80 , Gen_loss: -0.3409665 MI_loss: 20.720858 Detection error: 0.0105743408203125 time: 2:58:43.948045
- B/E: 148 / 80 , Gen_loss: -0.34988078 MI_loss: 21.152761 Detection error: 0.01057422161102295 time: 2:58:44.802108
- B/E: 149 / 80 , Gen_loss: -0.35366818 MI_loss: 21.522617 Detection error: 0.01058042049407959 time: 2:58:45.662059
-
- Test Loss: 10.955671 Test Error: 0.011066675186157227
- -----
- EPOCH: 81
- B/E: 0 / 81 , Gen_loss: -0.35008946 MI_loss: 21.330376 Detection error: 0.011781275272369385 time: 2:58:47.621511
- B/E: 1 / 81 , Gen_loss: -0.34103754 MI_loss: 20.81638 Detection error: 0.01198434829711914 time: 2:58:58.325855
- B/E: 2 / 81 , Gen_loss: -0.34738448 MI_loss: 21.026031 Detection error: 0.011166691780090332 time: 2:58:59.264736
- B/E: 3 / 81 , Gen_loss: -0.34371653 MI_loss: 20.89277 Detection error: 0.011164069175720215 time: 2:59:00.153058
- B/E: 4 / 81 , Gen_loss: -0.35077468 MI_loss: 21.276394 Detection error: 0.010999977588653564 time: 2:59:01.016970
- B/E: 5 / 81 , Gen_loss: -0.34603378 MI_loss: 21.138414 Detection error: 0.010838568210601807 time: 2:59:02.000544
- B/E: 6 / 81 , Gen_loss: -0.34412265 MI_loss: 21.07924 Detection error: 0.01090627908706665 time: 2:59:02.854019
- B/E: 7 / 81 , Gen_loss: -0.35207373 MI_loss: 21.366985 Detection error: 0.010847628116607666 time: 2:59:03.711539
- B/E: 8 / 81 , Gen_loss: -0.35589528 MI_loss: 21.662212 Detection error: 0.0108298659324646 time: 2:59:04.587538
- B/E: 9 / 81 , Gen_loss: -0.3414305 MI_loss: 20.806826 Detection error: 0.010762512683868408 time: 2:59:05.455285
- B/E: 10 / 81 , Gen_loss: -0.3517715 MI_loss: 21.223684 Detection error: 0.010758519172668457 time: 2:59:06.313694
- B/E: 11 / 81 , Gen_loss: -0.3460641 MI_loss: 20.973356 Detection error: 0.010749995708465576 time: 2:59:07.170707
- B/E: 12 / 81 , Gen_loss: -0.35434955 MI_loss: 21.563969 Detection error: 0.010802865028381348 time: 2:59:08.027393
- B/E: 13 / 81 , Gen_loss: -0.35041142 MI_loss: 21.160141 Detection error: 0.010779023170471191 time: 2:59:08.933327
- B/E: 14 / 81 , Gen_loss: -0.3600489 MI_loss: 21.761795 Detection error: 0.010762512683868408 time: 2:59:09.814372
- B/E: 15 / 81 , Gen_loss: -0.34979743 MI_loss: 21.255596 Detection error: 0.010714828968048096 time: 2:59:10.691056
- B/E: 16 / 81 , Gen_loss: -0.36185482 MI_loss: 21.743813 Detection error: 0.010665416717529297 time: 2:59:11.570163
- B/E: 17 / 81 , Gen_loss: -0.3451566 MI_loss: 20.997828 Detection error: 0.010689258575439453 time: 2:59:12.389412
- B/E: 18 / 81 , Gen_loss: -0.35226554 MI_loss: 21.366074 Detection error: 0.010615110397338867 time: 2:59:13.187449
- B/E: 19 / 81 , Gen_loss: -0.34539068 MI_loss: 21.102264 Detection error: 0.010642170906066895 time: 2:59:13.939433
- B/E: 20 / 81 , Gen_loss: -0.3611325 MI_loss: 21.754618 Detection error: 0.010638415813446045 time: 2:59:14.769880
- B/E: 21 / 81 , Gen_loss: -0.3539721 MI_loss: 21.595427 Detection error: 0.010659098625183105 time: 2:59:15.556084
- B/E: 22 / 81 , Gen_loss: -0.35851294 MI_loss: 21.747078 Detection error: 0.010622262954711914 time: 2:59:16.354287
- B/E: 23 / 81 , Gen_loss: -0.3570514 MI_loss: 21.539927 Detection error: 0.010619819164276123 time: 2:59:17.210591
- B/E: 24 / 81 , Gen_loss: -0.3637013 MI_loss: 22.012058 Detection error: 0.010618746280670166 time: 2:59:18.067881
- B/E: 25 / 81 , Gen_loss: -0.3491474 MI_loss: 21.14342 Detection error: 0.01063460111618042 time: 2:59:18.923983
- B/E: 26 / 81 , Gen_loss: -0.3399444 MI_loss: 20.796154 Detection error: 0.010686337947845459 time: 2:59:19.783522
- B/E: 27 / 81 , Gen_loss: -0.35214525 MI_loss: 21.491875 Detection error: 0.010689735412597656 time: 2:59:20.646675
- B/E: 28 / 81 , Gen_loss: -0.36709106 MI_loss: 22.168339 Detection error: 0.010679960250854492 time: 2:59:21.505561
- B/E: 29 / 81 , Gen_loss: -0.3513088 MI_loss: 21.435286 Detection error: 0.010688543319702148 time: 2:59:22.366315
- B/E: 30 / 81 , Gen_loss: -0.35370404 MI_loss: 21.507133 Detection error: 0.010659277439117432 time: 2:59:23.231087
- B/E: 31 / 81 , Gen_loss: -0.34984645 MI_loss: 21.116442 Detection error: 0.010638654232025146 time: 2:59:24.026453
- B/E: 32 / 81 , Gen_loss: -0.34973085 MI_loss: 21.1789 Detection error: 0.010642051696777344 time: 2:59:24.840854
- B/E: 33 / 81 , Gen_loss: -0.35267466 MI_loss: 21.459015 Detection error: 0.010617673397064209 time: 2:59:25.699863
- B/E: 34 / 81 , Gen_loss: -0.3558352 MI_loss: 21.615906 Detection error: 0.010616064071655273 time: 2:59:26.569893
- B/E: 35 / 81 , Gen_loss: -0.3495906 MI_loss: 21.36787 Detection error: 0.010605931282043457 time: 2:59:27.428184
- B/E: 36 / 81 , Gen_loss: -0.356783 MI_loss: 21.677532 Detection error: 0.010607242584228516 time: 2:59:28.377768
- B/E: 37 / 81 , Gen_loss: -0.35785058 MI_loss: 21.568823 Detection error: 0.010582208633422852 time: 2:59:29.235737
- B/E: 38 / 81 , Gen_loss: -0.35684535 MI_loss: 21.683922 Detection error: 0.010592162609100342 time: 2:59:30.104909
- B/E: 39 / 81 , Gen_loss: -0.34628716 MI_loss: 20.847218 Detection error: 0.01057344675064087 time: 2:59:30.964371
- B/E: 40 / 81 , Gen_loss: -0.35659572 MI_loss: 21.589258 Detection error: 0.010565519332885742 time: 2:59:31.825355
- B/E: 41 / 81 , Gen_loss: -0.34894648 MI_loss: 21.108624 Detection error: 0.010555803775787354 time: 2:59:32.685110
- B/E: 42 / 81 , Gen_loss: -0.35115305 MI_loss: 21.223059 Detection error: 0.0105399489402771 time: 2:59:33.580236
- B/E: 43 / 81 , Gen_loss: -0.35429117 MI_loss: 21.43349 Detection error: 0.010542631149291992 time: 2:59:34.440693
- B/E: 44 / 81 , Gen_loss: -0.35159025 MI_loss: 21.264858 Detection error: 0.010551393032073975 time: 2:59:35.300749
- B/E: 45 / 81 , Gen_loss: -0.3548418 MI_loss: 21.460745 Detection error: 0.010557770729064941 time: 2:59:36.160318
- B/E: 46 / 81 , Gen_loss: -0.35545462 MI_loss: 21.61585 Detection error: 0.01055985689163208 time: 2:59:37.045802
- B/E: 47 / 81 , Gen_loss: -0.3556331 MI_loss: 21.60506 Detection error: 0.010561823844909668 time: 2:59:37.905070
- B/E: 48 / 81 , Gen_loss: -0.3533406 MI_loss: 21.456188 Detection error: 0.010566353797912598 time: 2:59:38.763730
- B/E: 49 / 81 , Gen_loss: -0.34767136 MI_loss: 21.247133 Detection error: 0.010587513446807861 time: 2:59:39.627684
- B/E: 50 / 81 , Gen_loss: -0.35490987 MI_loss: 21.61522 Detection error: 0.010590672492980957 time: 2:59:40.492824
- B/E: 51 / 81 , Gen_loss: -0.33863473 MI_loss: 20.616505 Detection error: 0.010593771934509277 time: 2:59:41.350895
- B/E: 52 / 81 , Gen_loss: -0.35641003 MI_loss: 21.50879 Detection error: 0.010588467121124268 time: 2:59:42.308399
- B/E: 53 / 81 , Gen_loss: -0.36498323 MI_loss: 22.087944 Detection error: 0.010598361492156982 time: 2:59:43.169781
- B/E: 54 / 81 , Gen_loss: -0.35246533 MI_loss: 21.291142 Detection error: 0.01059657335281372 time: 2:59:44.033785
- B/E: 55 / 81 , Gen_loss: -0.3558354 MI_loss: 21.715279 Detection error: 0.010574758052825928 time: 2:59:44.901849
- B/E: 56 / 81 , Gen_loss: -0.35262322 MI_loss: 21.407969 Detection error: 0.010563075542449951 time: 2:59:45.763677
- B/E: 57 / 81 , Gen_loss: -0.36322537 MI_loss: 22.006157 Detection error: 0.010559260845184326 time: 2:59:46.622913
- B/E: 58 / 81 , Gen_loss: -0.35220176 MI_loss: 21.33267 Detection error: 0.010545015335083008 time: 2:59:47.485424
- B/E: 59 / 81 , Gen_loss: -0.3557046 MI_loss: 21.62239 Detection error: 0.010577082633972168 time: 2:59:48.345730
- B/E: 60 / 81 , Gen_loss: -0.3499046 MI_loss: 21.063166 Detection error: 0.010571181774139404 time: 2:59:49.205217
- B/E: 61 / 81 , Gen_loss: -0.34372738 MI_loss: 20.903004 Detection error: 0.01056450605392456 time: 2:59:50.064866
- B/E: 62 / 81 , Gen_loss: -0.3565539 MI_loss: 21.7191 Detection error: 0.010574400424957275 time: 2:59:50.928138
- B/E: 63 / 81 , Gen_loss: -0.35337743 MI_loss: 21.435032 Detection error: 0.010567843914031982 time: 2:59:51.733880
- B/E: 64 / 81 , Gen_loss: -0.34843537 MI_loss: 21.121235 Detection error: 0.010565876960754395 time: 2:59:52.517423
- B/E: 65 / 81 , Gen_loss: -0.35570005 MI_loss: 21.588013 Detection error: 0.010563910007476807 time: 2:59:53.270801
- B/E: 66 / 81 , Gen_loss: -0.3662122 MI_loss: 22.271862 Detection error: 0.010554075241088867 time: 2:59:54.064759
- B/E: 67 / 81 , Gen_loss: -0.34643814 MI_loss: 21.020187 Detection error: 0.010546386241912842 time: 2:59:54.856128
- B/E: 68 / 81 , Gen_loss: -0.34381074 MI_loss: 20.890242 Detection error: 0.010551631450653076 time: 2:59:55.685890
- B/E: 69 / 81 , Gen_loss: -0.35719472 MI_loss: 21.7692 Detection error: 0.01056516170501709 time: 2:59:56.439464
- B/E: 70 / 81 , Gen_loss: -0.356218 MI_loss: 21.593174 Detection error: 0.01055765151977539 time: 2:59:57.194317
- B/E: 71 / 81 , Gen_loss: -0.33926326 MI_loss: 20.702272 Detection error: 0.010571181774139404 time: 2:59:57.949696
- B/E: 72 / 81 , Gen_loss: -0.3523558 MI_loss: 21.418285 Detection error: 0.010563373565673828 time: 2:59:58.798763
- B/E: 73 / 81 , Gen_loss: -0.35531095 MI_loss: 21.553284 Detection error: 0.010565042495727539 time: 2:59:59.654377
- B/E: 74 / 81 , Gen_loss: -0.3478245 MI_loss: 21.097351 Detection error: 0.010557055473327637 time: 3:00:00.512811
- B/E: 75 / 81 , Gen_loss: -0.34318024 MI_loss: 20.831806 Detection error: 0.010560870170593262 time: 3:00:01.313326
- B/E: 76 / 81 , Gen_loss: -0.33739677 MI_loss: 20.507153 Detection error: 0.010559260845184326 time: 3:00:02.161784
- B/E: 77 / 81 , Gen_loss: -0.35953584 MI_loss: 21.711384 Detection error: 0.010558903217315674 time: 3:00:03.021485
- B/E: 78 / 81 , Gen_loss: -0.3595972 MI_loss: 21.619648 Detection error: 0.010548233985900879 time: 3:00:03.879882
- B/E: 79 / 81 , Gen_loss: -0.35594997 MI_loss: 21.697916 Detection error: 0.010565221309661865 time: 3:00:04.745023
- B/E: 80 / 81 , Gen_loss: -0.34935296 MI_loss: 21.12431 Detection error: 0.01057523488998413 time: 3:00:05.602349
- B/E: 81 / 81 , Gen_loss: -0.35828316 MI_loss: 21.698212 Detection error: 0.01057201623916626 time: 3:00:06.461524
- B/E: 82 / 81 , Gen_loss: -0.34967875 MI_loss: 21.150595 Detection error: 0.010562121868133545 time: 3:00:07.317990
- B/E: 83 / 81 , Gen_loss: -0.3506429 MI_loss: 21.284927 Detection error: 0.01057368516921997 time: 3:00:08.203871
- B/E: 84 / 81 , Gen_loss: -0.35054138 MI_loss: 21.29668 Detection error: 0.01056581735610962 time: 3:00:09.152796
- B/E: 85 / 81 , Gen_loss: -0.35276097 MI_loss: 21.32797 Detection error: 0.010546863079071045 time: 3:00:09.980950
- B/E: 86 / 81 , Gen_loss: -0.35084057 MI_loss: 21.140163 Detection error: 0.010551035404205322 time: 3:00:10.768669
- B/E: 87 / 81 , Gen_loss: -0.34905866 MI_loss: 21.14135 Detection error: 0.010534465312957764 time: 3:00:11.553768
- B/E: 88 / 81 , Gen_loss: -0.3582162 MI_loss: 21.652142 Detection error: 0.010524213314056396 time: 3:00:12.400422
- B/E: 89 / 81 , Gen_loss: -0.354218 MI_loss: 21.561909 Detection error: 0.01052778959274292 time: 3:00:13.258412
- B/E: 90 / 81 , Gen_loss: -0.3568057 MI_loss: 21.48322 Detection error: 0.010528862476348877 time: 3:00:14.117224
- B/E: 91 / 81 , Gen_loss: -0.3435851 MI_loss: 20.75185 Detection error: 0.010533630847930908 time: 3:00:14.970396
- B/E: 92 / 81 , Gen_loss: -0.3491784 MI_loss: 21.270773 Detection error: 0.010524511337280273 time: 3:00:15.830227
- B/E: 93 / 81 , Gen_loss: -0.35310516 MI_loss: 21.444279 Detection error: 0.010522246360778809 time: 3:00:16.687171
- B/E: 94 / 81 , Gen_loss: -0.35463646 MI_loss: 21.628546 Detection error: 0.010537803173065186 time: 3:00:17.546557
- B/E: 95 / 81 , Gen_loss: -0.34483856 MI_loss: 20.967918 Detection error: 0.010539710521697998 time: 3:00:18.404403
- B/E: 96 / 81 , Gen_loss: -0.35819054 MI_loss: 21.819048 Detection error: 0.010534465312957764 time: 3:00:19.265110
- B/E: 97 / 81 , Gen_loss: -0.3512143 MI_loss: 21.212427 Detection error: 0.010526776313781738 time: 3:00:20.123632
- B/E: 98 / 81 , Gen_loss: -0.35112742 MI_loss: 21.035776 Detection error: 0.010511994361877441 time: 3:00:20.982136
- B/E: 99 / 81 , Gen_loss: -0.35749775 MI_loss: 21.559587 Detection error: 0.010510623455047607 time: 3:00:21.866628
- B/E: 100 / 81 , Gen_loss: -0.35429612 MI_loss: 21.612415 Detection error: 0.010515153408050537 time: 3:00:22.830800
- B/E: 101 / 81 , Gen_loss: -0.35504615 MI_loss: 21.51954 Detection error: 0.010518074035644531 time: 3:00:23.689555
- B/E: 102 / 81 , Gen_loss: -0.3553049 MI_loss: 21.704294 Detection error: 0.010522782802581787 time: 3:00:24.556867
- B/E: 103 / 81 , Gen_loss: -0.35681388 MI_loss: 21.424202 Detection error: 0.010520756244659424 time: 3:00:25.414986
- B/E: 104 / 81 , Gen_loss: -0.3565044 MI_loss: 21.626612 Detection error: 0.010527074337005615 time: 3:00:26.281695
- B/E: 105 / 81 , Gen_loss: -0.35836527 MI_loss: 21.834309 Detection error: 0.01052182912826538 time: 3:00:27.141353
- B/E: 106 / 81 , Gen_loss: -0.34530756 MI_loss: 20.991365 Detection error: 0.010526299476623535 time: 3:00:28.000769
- B/E: 107 / 81 , Gen_loss: -0.34627432 MI_loss: 21.008884 Detection error: 0.010528385639190674 time: 3:00:28.859507
- B/E: 108 / 81 , Gen_loss: -0.35057658 MI_loss: 21.280779 Detection error: 0.010532081127166748 time: 3:00:29.649108
- B/E: 109 / 81 , Gen_loss: -0.3581651 MI_loss: 21.631575 Detection error: 0.01052701473236084 time: 3:00:30.521988
- B/E: 110 / 81 , Gen_loss: -0.36053416 MI_loss: 21.671347 Detection error: 0.010516345500946045 time: 3:00:31.379735
- B/E: 111 / 81 , Gen_loss: -0.3593263 MI_loss: 21.754108 Detection error: 0.01051032543182373 time: 3:00:32.235904
- B/E: 112 / 81 , Gen_loss: -0.35873416 MI_loss: 21.630445 Detection error: 0.010506093502044678 time: 3:00:33.097360
- B/E: 113 / 81 , Gen_loss: -0.34718785 MI_loss: 21.236567 Detection error: 0.010515093803405762 time: 3:00:33.955289
- B/E: 114 / 81 , Gen_loss: -0.3464684 MI_loss: 21.042048 Detection error: 0.010513067245483398 time: 3:00:34.812359
- B/E: 115 / 81 , Gen_loss: -0.34970108 MI_loss: 21.2602 Detection error: 0.010508894920349121 time: 3:00:35.669332
- B/E: 116 / 81 , Gen_loss: -0.35374498 MI_loss: 21.427078 Detection error: 0.010509073734283447 time: 3:00:36.570404
- B/E: 117 / 81 , Gen_loss: -0.34407803 MI_loss: 20.850761 Detection error: 0.010516166687011719 time: 3:00:37.322291
- B/E: 118 / 81 , Gen_loss: -0.34875202 MI_loss: 21.151752 Detection error: 0.010507643222808838 time: 3:00:38.100438
- B/E: 119 / 81 , Gen_loss: -0.3603572 MI_loss: 21.906261 Detection error: 0.010501325130462646 time: 3:00:38.866196
- B/E: 120 / 81 , Gen_loss: -0.3520632 MI_loss: 21.469326 Detection error: 0.01050025224685669 time: 3:00:39.649479
- B/E: 121 / 81 , Gen_loss: -0.35416397 MI_loss: 21.644758 Detection error: 0.010506153106689453 time: 3:00:40.524566
- B/E: 122 / 81 , Gen_loss: -0.34296072 MI_loss: 20.779127 Detection error: 0.010500788688659668 time: 3:00:41.384278
- B/E: 123 / 81 , Gen_loss: -0.34788457 MI_loss: 21.06977 Detection error: 0.010499000549316406 time: 3:00:42.242174
- B/E: 124 / 81 , Gen_loss: -0.3574086 MI_loss: 21.744474 Detection error: 0.010494768619537354 time: 3:00:43.155576
- B/E: 125 / 81 , Gen_loss: -0.3505007 MI_loss: 21.2187 Detection error: 0.010503232479095459 time: 3:00:44.019363
- B/E: 126 / 81 , Gen_loss: -0.34766784 MI_loss: 21.132572 Detection error: 0.010509371757507324 time: 3:00:44.883301
- B/E: 127 / 81 , Gen_loss: -0.3512471 MI_loss: 21.24003 Detection error: 0.01050877571105957 time: 3:00:45.743834
- B/E: 128 / 81 , Gen_loss: -0.34884128 MI_loss: 21.123087 Detection error: 0.010509669780731201 time: 3:00:46.621360
- B/E: 129 / 81 , Gen_loss: -0.35735834 MI_loss: 21.881657 Detection error: 0.010518491268157959 time: 3:00:47.478890
- B/E: 130 / 81 , Gen_loss: -0.35001972 MI_loss: 21.326263 Detection error: 0.01052790880203247 time: 3:00:48.335899
- B/E: 131 / 81 , Gen_loss: -0.3621419 MI_loss: 21.90946 Detection error: 0.010531008243560791 time: 3:00:49.193581
- B/E: 132 / 81 , Gen_loss: -0.35424742 MI_loss: 21.340456 Detection error: 0.01052844524383545 time: 3:00:50.148953
- B/E: 133 / 81 , Gen_loss: -0.34501657 MI_loss: 20.920162 Detection error: 0.01053309440612793 time: 3:00:51.013555
- B/E: 134 / 81 , Gen_loss: -0.34752125 MI_loss: 21.167553 Detection error: 0.010541677474975586 time: 3:00:51.874574
- B/E: 135 / 81 , Gen_loss: -0.35878316 MI_loss: 21.717241 Detection error: 0.010538578033447266 time: 3:00:52.733430
- B/E: 136 / 81 , Gen_loss: -0.3455358 MI_loss: 21.039738 Detection error: 0.010546326637268066 time: 3:00:53.589665
- B/E: 137 / 81 , Gen_loss: -0.35390076 MI_loss: 21.355028 Detection error: 0.010544836521148682 time: 3:00:54.449928
- B/E: 138 / 81 , Gen_loss: -0.35356644 MI_loss: 21.449562 Detection error: 0.010544061660766602 time: 3:00:55.308487
- B/E: 139 / 81 , Gen_loss: -0.34759828 MI_loss: 20.942787 Detection error: 0.010551095008850098 time: 3:00:56.166852
- B/E: 140 / 81 , Gen_loss: -0.3506096 MI_loss: 21.29578 Detection error: 0.010553181171417236 time: 3:00:57.024363
- B/E: 141 / 81 , Gen_loss: -0.35636452 MI_loss: 21.68124 Detection error: 0.010547339916229248 time: 3:00:57.886590
- B/E: 142 / 81 , Gen_loss: -0.34962007 MI_loss: 21.191439 Detection error: 0.010546326637268066 time: 3:00:58.743465
- B/E: 143 / 81 , Gen_loss: -0.34513038 MI_loss: 20.947823 Detection error: 0.010542094707489014 time: 3:00:59.600389
- B/E: 144 / 81 , Gen_loss: -0.35315225 MI_loss: 21.496025 Detection error: 0.010545015335083008 time: 3:01:00.463305
- B/E: 145 / 81 , Gen_loss: -0.35615474 MI_loss: 21.598705 Detection error: 0.010550320148468018 time: 3:01:01.326804
- B/E: 146 / 81 , Gen_loss: -0.34592226 MI_loss: 20.963331 Detection error: 0.010556340217590332 time: 3:01:02.113669
- B/E: 147 / 81 , Gen_loss: -0.34879282 MI_loss: 20.96143 Detection error: 0.010555088520050049 time: 3:01:02.879348
- B/E: 148 / 81 , Gen_loss: -0.35518 MI_loss: 21.434246 Detection error: 0.010556817054748535 time: 3:01:03.711110
- B/E: 149 / 81 , Gen_loss: -0.3657435 MI_loss: 22.349955 Detection error: 0.010562479496002197 time: 3:01:04.591917
-
- Test Loss: 10.9692135 Test Error: 0.011058330535888672
- -----
- EPOCH: 82
- B/E: 0 / 82 , Gen_loss: -0.35598847 MI_loss: 21.647417 Detection error: 0.011468768119812012 time: 3:01:06.558076
- B/E: 1 / 82 , Gen_loss: -0.34065053 MI_loss: 20.734873 Detection error: 0.011828124523162842 time: 3:01:17.268534
- B/E: 2 / 82 , Gen_loss: -0.34943235 MI_loss: 21.20683 Detection error: 0.011260390281677246 time: 3:01:18.102411
- B/E: 3 / 82 , Gen_loss: -0.34870836 MI_loss: 21.169914 Detection error: 0.011093735694885254 time: 3:01:18.854675
- B/E: 4 / 82 , Gen_loss: -0.3593015 MI_loss: 22.005962 Detection error: 0.010824978351593018 time: 3:01:19.670798
- B/E: 5 / 82 , Gen_loss: -0.33583048 MI_loss: 20.485895 Detection error: 0.010822892189025879 time: 3:01:20.529451
- B/E: 6 / 82 , Gen_loss: -0.34983054 MI_loss: 21.18356 Detection error: 0.010897338390350342 time: 3:01:21.407688
- B/E: 7 / 82 , Gen_loss: -0.35882312 MI_loss: 21.81295 Detection error: 0.010843753814697266 time: 3:01:22.264711
- B/E: 8 / 82 , Gen_loss: -0.34982762 MI_loss: 21.117308 Detection error: 0.010746538639068604 time: 3:01:23.122711
- B/E: 9 / 82 , Gen_loss: -0.34595662 MI_loss: 20.998995 Detection error: 0.01070314645767212 time: 3:01:23.979203
- B/E: 10 / 82 , Gen_loss: -0.36073706 MI_loss: 21.927172 Detection error: 0.010698854923248291 time: 3:01:24.942363
- B/E: 11 / 82 , Gen_loss: -0.35375708 MI_loss: 21.490185 Detection error: 0.01070314645767212 time: 3:01:25.799428
- B/E: 12 / 82 , Gen_loss: -0.3477167 MI_loss: 21.04627 Detection error: 0.010783672332763672 time: 3:01:26.655794
- B/E: 13 / 82 , Gen_loss: -0.35370025 MI_loss: 21.487778 Detection error: 0.010783493518829346 time: 3:01:27.513885
- B/E: 14 / 82 , Gen_loss: -0.34583783 MI_loss: 20.879143 Detection error: 0.010754168033599854 time: 3:01:28.378402
- B/E: 15 / 82 , Gen_loss: -0.35659963 MI_loss: 21.674627 Detection error: 0.010734379291534424 time: 3:01:29.240265
- B/E: 16 / 82 , Gen_loss: -0.3479496 MI_loss: 20.938673 Detection error: 0.010658085346221924 time: 3:01:30.101904
- B/E: 17 / 82 , Gen_loss: -0.34478846 MI_loss: 21.01563 Detection error: 0.0106545090675354 time: 3:01:30.888319
- B/E: 18 / 82 , Gen_loss: -0.35074234 MI_loss: 21.322046 Detection error: 0.01061183214187622 time: 3:01:31.646485
- B/E: 19 / 82 , Gen_loss: -0.34657136 MI_loss: 21.146553 Detection error: 0.010595321655273438 time: 3:01:32.403929
- B/E: 20 / 82 , Gen_loss: -0.35028136 MI_loss: 21.4132 Detection error: 0.010623514652252197 time: 3:01:33.157318
- B/E: 21 / 82 , Gen_loss: -0.3473105 MI_loss: 21.258705 Detection error: 0.010612189769744873 time: 3:01:33.909672
- B/E: 22 / 82 , Gen_loss: -0.35210425 MI_loss: 21.389648 Detection error: 0.010600566864013672 time: 3:01:34.662547
- B/E: 23 / 82 , Gen_loss: -0.36339116 MI_loss: 21.836525 Detection error: 0.01057809591293335 time: 3:01:35.420491
- B/E: 24 / 82 , Gen_loss: -0.3559256 MI_loss: 21.709745 Detection error: 0.010564982891082764 time: 3:01:36.174504
- B/E: 25 / 82 , Gen_loss: -0.35140136 MI_loss: 21.179188 Detection error: 0.010582923889160156 time: 3:01:37.008477
- B/E: 26 / 82 , Gen_loss: -0.3474198 MI_loss: 21.159204 Detection error: 0.010643541812896729 time: 3:01:37.763310
- B/E: 27 / 82 , Gen_loss: -0.35025492 MI_loss: 21.41084 Detection error: 0.010661840438842773 time: 3:01:38.517864
- B/E: 28 / 82 , Gen_loss: -0.36138058 MI_loss: 21.889925 Detection error: 0.01064765453338623 time: 3:01:39.276926
- B/E: 29 / 82 , Gen_loss: -0.3592224 MI_loss: 21.846392 Detection error: 0.01066356897354126 time: 3:01:40.030505
- B/E: 30 / 82 , Gen_loss: -0.3541955 MI_loss: 21.65447 Detection error: 0.010641157627105713 time: 3:01:40.783617
- B/E: 31 / 82 , Gen_loss: -0.35488388 MI_loss: 21.622786 Detection error: 0.010615229606628418 time: 3:01:41.537027
- B/E: 32 / 82 , Gen_loss: -0.35264122 MI_loss: 21.462027 Detection error: 0.010628759860992432 time: 3:01:42.300846
- B/E: 33 / 82 , Gen_loss: -0.34956715 MI_loss: 21.312796 Detection error: 0.010608434677124023 time: 3:01:43.054723
- B/E: 34 / 82 , Gen_loss: -0.35616067 MI_loss: 21.677309 Detection error: 0.010598242282867432 time: 3:01:43.811109
- B/E: 35 / 82 , Gen_loss: -0.35149273 MI_loss: 21.317554 Detection error: 0.010577261447906494 time: 3:01:44.568722
- B/E: 36 / 82 , Gen_loss: -0.3549837 MI_loss: 21.445126 Detection error: 0.010573506355285645 time: 3:01:45.324644
- B/E: 37 / 82 , Gen_loss: -0.3472337 MI_loss: 21.129665 Detection error: 0.010557591915130615 time: 3:01:46.081538
- B/E: 38 / 82 , Gen_loss: -0.35767618 MI_loss: 21.75121 Detection error: 0.010580956935882568 time: 3:01:46.839074
- B/E: 39 / 82 , Gen_loss: -0.35077673 MI_loss: 21.202318 Detection error: 0.010567963123321533 time: 3:01:47.664842
- B/E: 40 / 82 , Gen_loss: -0.35002017 MI_loss: 21.25024 Detection error: 0.010567069053649902 time: 3:01:48.538183
- B/E: 41 / 82 , Gen_loss: -0.35852998 MI_loss: 21.723843 Detection error: 0.010555803775787354 time: 3:01:49.491530
- B/E: 42 / 82 , Gen_loss: -0.3555257 MI_loss: 21.583355 Detection error: 0.0105363130569458 time: 3:01:50.350136
- B/E: 43 / 82 , Gen_loss: -0.35380486 MI_loss: 21.344408 Detection error: 0.01053762435913086 time: 3:01:51.207519
- B/E: 44 / 82 , Gen_loss: -0.35127923 MI_loss: 21.308126 Detection error: 0.010538876056671143 time: 3:01:52.065531
- B/E: 45 / 82 , Gen_loss: -0.36015025 MI_loss: 21.923843 Detection error: 0.010542809963226318 time: 3:01:52.953354
- B/E: 46 / 82 , Gen_loss: -0.35622624 MI_loss: 21.478643 Detection error: 0.010542571544647217 time: 3:01:53.813427
- B/E: 47 / 82 , Gen_loss: -0.36080703 MI_loss: 21.897236 Detection error: 0.010534524917602539 time: 3:01:54.672281
- B/E: 48 / 82 , Gen_loss: -0.3498021 MI_loss: 21.344942 Detection error: 0.010552287101745605 time: 3:01:55.530460
- B/E: 49 / 82 , Gen_loss: -0.35549167 MI_loss: 21.554907 Detection error: 0.01056748628616333 time: 3:01:56.409119
- B/E: 50 / 82 , Gen_loss: -0.34150407 MI_loss: 20.637077 Detection error: 0.01057291030883789 time: 3:01:57.269462
- B/E: 51 / 82 , Gen_loss: -0.36165655 MI_loss: 22.106152 Detection error: 0.010570287704467773 time: 3:01:58.127654
- B/E: 52 / 82 , Gen_loss: -0.35038728 MI_loss: 21.231956 Detection error: 0.010563671588897705 time: 3:01:58.985919
- B/E: 53 / 82 , Gen_loss: -0.3497958 MI_loss: 21.269892 Detection error: 0.010578691959381104 time: 3:01:59.842220
- B/E: 54 / 82 , Gen_loss: -0.35440513 MI_loss: 21.506735 Detection error: 0.010575592517852783 time: 3:02:00.702584
- B/E: 55 / 82 , Gen_loss: -0.34971318 MI_loss: 21.243706 Detection error: 0.01055973768234253 time: 3:02:01.559112
- B/E: 56 / 82 , Gen_loss: -0.36104137 MI_loss: 21.939642 Detection error: 0.010556459426879883 time: 3:02:02.418624
- B/E: 57 / 82 , Gen_loss: -0.35492626 MI_loss: 21.507404 Detection error: 0.01054525375366211 time: 3:02:03.376795
- B/E: 58 / 82 , Gen_loss: -0.3671672 MI_loss: 22.230858 Detection error: 0.01053231954574585 time: 3:02:04.241906
- B/E: 59 / 82 , Gen_loss: -0.34857482 MI_loss: 21.238235 Detection error: 0.010558843612670898 time: 3:02:05.105413
- B/E: 60 / 82 , Gen_loss: -0.35178798 MI_loss: 21.266481 Detection error: 0.010549187660217285 time: 3:02:05.963772
- B/E: 61 / 82 , Gen_loss: -0.35010853 MI_loss: 21.279602 Detection error: 0.01054990291595459 time: 3:02:06.822706
- B/E: 62 / 82 , Gen_loss: -0.35848525 MI_loss: 21.798409 Detection error: 0.0105515718460083 time: 3:02:07.687879
- B/E: 63 / 82 , Gen_loss: -0.34914064 MI_loss: 21.213388 Detection error: 0.010554194450378418 time: 3:02:08.497577
- B/E: 64 / 82 , Gen_loss: -0.3423393 MI_loss: 20.759298 Detection error: 0.010553836822509766 time: 3:02:09.250297
- B/E: 65 / 82 , Gen_loss: -0.35378566 MI_loss: 21.34722 Detection error: 0.010548770427703857 time: 3:02:10.088791
- B/E: 66 / 82 , Gen_loss: -0.36548874 MI_loss: 22.11816 Detection error: 0.010550856590270996 time: 3:02:10.948920
- B/E: 67 / 82 , Gen_loss: -0.3652275 MI_loss: 22.028214 Detection error: 0.010535359382629395 time: 3:02:11.804872
- B/E: 68 / 82 , Gen_loss: -0.3499079 MI_loss: 21.245165 Detection error: 0.010545313358306885 time: 3:02:12.662149
- B/E: 69 / 82 , Gen_loss: -0.3504064 MI_loss: 21.16807 Detection error: 0.010546863079071045 time: 3:02:13.520661
- B/E: 70 / 82 , Gen_loss: -0.35185483 MI_loss: 21.200924 Detection error: 0.010540485382080078 time: 3:02:14.382116
- B/E: 71 / 82 , Gen_loss: -0.35069117 MI_loss: 21.206167 Detection error: 0.010544300079345703 time: 3:02:15.238828
- B/E: 72 / 82 , Gen_loss: -0.35140055 MI_loss: 21.34164 Detection error: 0.010543227195739746 time: 3:02:16.097933
- B/E: 73 / 82 , Gen_loss: -0.36540097 MI_loss: 22.266237 Detection error: 0.010543525218963623 time: 3:02:17.039816
- B/E: 74 / 82 , Gen_loss: -0.35197985 MI_loss: 21.364067 Detection error: 0.010538756847381592 time: 3:02:17.903776
- B/E: 75 / 82 , Gen_loss: -0.35564807 MI_loss: 21.612427 Detection error: 0.010538220405578613 time: 3:02:18.764326
- B/E: 76 / 82 , Gen_loss: -0.3509244 MI_loss: 21.332355 Detection error: 0.010540187358856201 time: 3:02:19.621656
- B/E: 77 / 82 , Gen_loss: -0.35413334 MI_loss: 21.450207 Detection error: 0.010537683963775635 time: 3:02:20.485292
- B/E: 78 / 82 , Gen_loss: -0.35874975 MI_loss: 21.705723 Detection error: 0.010530054569244385 time: 3:02:21.348393
- B/E: 79 / 82 , Gen_loss: -0.35355687 MI_loss: 21.467281 Detection error: 0.010539829730987549 time: 3:02:22.208852
- B/E: 80 / 82 , Gen_loss: -0.35124627 MI_loss: 21.347233 Detection error: 0.010552465915679932 time: 3:02:23.069770
- B/E: 81 / 82 , Gen_loss: -0.34572333 MI_loss: 20.893414 Detection error: 0.01054304838180542 time: 3:02:23.930894
- B/E: 82 / 82 , Gen_loss: -0.35913864 MI_loss: 21.785572 Detection error: 0.010534286499023438 time: 3:02:24.798282
- B/E: 83 / 82 , Gen_loss: -0.36062944 MI_loss: 21.920843 Detection error: 0.01053386926651001 time: 3:02:25.578587
- B/E: 84 / 82 , Gen_loss: -0.35418227 MI_loss: 21.624453 Detection error: 0.010534584522247314 time: 3:02:26.330593
- B/E: 85 / 82 , Gen_loss: -0.3474539 MI_loss: 21.153547 Detection error: 0.010523617267608643 time: 3:02:27.182459
- B/E: 86 / 82 , Gen_loss: -0.35554263 MI_loss: 21.390717 Detection error: 0.010524094104766846 time: 3:02:28.069466
- B/E: 87 / 82 , Gen_loss: -0.3532729 MI_loss: 21.328695 Detection error: 0.010512769222259521 time: 3:02:28.928637
- B/E: 88 / 82 , Gen_loss: -0.34452266 MI_loss: 20.908834 Detection error: 0.010498225688934326 time: 3:02:29.789100
- B/E: 89 / 82 , Gen_loss: -0.36167526 MI_loss: 21.815615 Detection error: 0.010507643222808838 time: 3:02:30.735800
- B/E: 90 / 82 , Gen_loss: -0.35791638 MI_loss: 21.702175 Detection error: 0.010509610176086426 time: 3:02:31.615546
- B/E: 91 / 82 , Gen_loss: -0.35221106 MI_loss: 21.406324 Detection error: 0.010513603687286377 time: 3:02:32.475979
- B/E: 92 / 82 , Gen_loss: -0.34107876 MI_loss: 20.721754 Detection error: 0.01050269603729248 time: 3:02:33.335114
- B/E: 93 / 82 , Gen_loss: -0.35803384 MI_loss: 21.690699 Detection error: 0.010495007038116455 time: 3:02:34.191832
- B/E: 94 / 82 , Gen_loss: -0.33413014 MI_loss: 20.367037 Detection error: 0.010514795780181885 time: 3:02:35.052380
- B/E: 95 / 82 , Gen_loss: -0.3566551 MI_loss: 21.623283 Detection error: 0.010512351989746094 time: 3:02:35.910528
- B/E: 96 / 82 , Gen_loss: -0.3464783 MI_loss: 21.002985 Detection error: 0.01051032543182373 time: 3:02:36.768331
- B/E: 97 / 82 , Gen_loss: -0.35515836 MI_loss: 21.44926 Detection error: 0.010506689548492432 time: 3:02:37.628450
- B/E: 98 / 82 , Gen_loss: -0.35184023 MI_loss: 21.231218 Detection error: 0.010497450828552246 time: 3:02:38.412402
- B/E: 99 / 82 , Gen_loss: -0.36777538 MI_loss: 22.169744 Detection error: 0.010495007038116455 time: 3:02:39.187238
- B/E: 100 / 82 , Gen_loss: -0.36140704 MI_loss: 21.903755 Detection error: 0.010494112968444824 time: 3:02:39.939721
- B/E: 101 / 82 , Gen_loss: -0.35109818 MI_loss: 21.223404 Detection error: 0.010501205921173096 time: 3:02:40.781218
- B/E: 102 / 82 , Gen_loss: -0.35268602 MI_loss: 21.38205 Detection error: 0.010506391525268555 time: 3:02:41.636904
- B/E: 103 / 82 , Gen_loss: -0.35751313 MI_loss: 21.647825 Detection error: 0.010506927967071533 time: 3:02:42.499661
- B/E: 104 / 82 , Gen_loss: -0.35364085 MI_loss: 21.321716 Detection error: 0.01050567626953125 time: 3:02:43.369217
- B/E: 105 / 82 , Gen_loss: -0.336983 MI_loss: 20.641523 Detection error: 0.010502040386199951 time: 3:02:44.270501
- B/E: 106 / 82 , Gen_loss: -0.35564697 MI_loss: 21.554564 Detection error: 0.010511398315429688 time: 3:02:45.023296
- B/E: 107 / 82 , Gen_loss: -0.35479996 MI_loss: 21.533909 Detection error: 0.0105133056640625 time: 3:02:45.780795
- B/E: 108 / 82 , Gen_loss: -0.35938597 MI_loss: 21.842108 Detection error: 0.010521531105041504 time: 3:02:46.555781
- B/E: 109 / 82 , Gen_loss: -0.3470702 MI_loss: 21.020344 Detection error: 0.01051419973373413 time: 3:02:47.307824
- B/E: 110 / 82 , Gen_loss: -0.35236582 MI_loss: 21.151411 Detection error: 0.01050424575805664 time: 3:02:48.071492
- B/E: 111 / 82 , Gen_loss: -0.37641737 MI_loss: 22.752192 Detection error: 0.010496914386749268 time: 3:02:48.822774
- B/E: 112 / 82 , Gen_loss: -0.35630435 MI_loss: 21.455524 Detection error: 0.010495007038116455 time: 3:02:49.577110
- B/E: 113 / 82 , Gen_loss: -0.34963745 MI_loss: 21.28284 Detection error: 0.01050412654876709 time: 3:02:50.329831
- B/E: 114 / 82 , Gen_loss: -0.35429162 MI_loss: 21.447521 Detection error: 0.01050490140914917 time: 3:02:51.102096
- B/E: 115 / 82 , Gen_loss: -0.35550678 MI_loss: 21.618528 Detection error: 0.010504603385925293 time: 3:02:51.959311
- B/E: 116 / 82 , Gen_loss: -0.35464755 MI_loss: 21.489296 Detection error: 0.010502398014068604 time: 3:02:52.819201
- B/E: 117 / 82 , Gen_loss: -0.3459065 MI_loss: 20.933434 Detection error: 0.010503172874450684 time: 3:02:53.678306
- B/E: 118 / 82 , Gen_loss: -0.3485446 MI_loss: 21.006588 Detection error: 0.010501325130462646 time: 3:02:54.537174
- B/E: 119 / 82 , Gen_loss: -0.351626 MI_loss: 21.370598 Detection error: 0.010500550270080566 time: 3:02:55.397291
- B/E: 120 / 82 , Gen_loss: -0.35533643 MI_loss: 21.62468 Detection error: 0.01049506664276123 time: 3:02:56.262122
- B/E: 121 / 82 , Gen_loss: -0.34302393 MI_loss: 20.80769 Detection error: 0.010499000549316406 time: 3:02:57.210785
- B/E: 122 / 82 , Gen_loss: -0.3600199 MI_loss: 21.645996 Detection error: 0.010498464107513428 time: 3:02:58.072177
- B/E: 123 / 82 , Gen_loss: -0.35242707 MI_loss: 21.22561 Detection error: 0.010492682456970215 time: 3:02:58.932381
- B/E: 124 / 82 , Gen_loss: -0.35042942 MI_loss: 21.284657 Detection error: 0.010495483875274658 time: 3:02:59.797735
- B/E: 125 / 82 , Gen_loss: -0.35811257 MI_loss: 21.755644 Detection error: 0.010494530200958252 time: 3:03:00.656274
- B/E: 126 / 82 , Gen_loss: -0.34272668 MI_loss: 20.802015 Detection error: 0.010504186153411865 time: 3:03:01.516424
- B/E: 127 / 82 , Gen_loss: -0.34970632 MI_loss: 21.17735 Detection error: 0.010501205921173096 time: 3:03:02.377552
- B/E: 128 / 82 , Gen_loss: -0.3443172 MI_loss: 20.95139 Detection error: 0.010508477687835693 time: 3:03:03.270243
- B/E: 129 / 82 , Gen_loss: -0.34708852 MI_loss: 21.08924 Detection error: 0.010518968105316162 time: 3:03:04.146530
- B/E: 130 / 82 , Gen_loss: -0.3486839 MI_loss: 21.029802 Detection error: 0.010525524616241455 time: 3:03:05.011469
- B/E: 131 / 82 , Gen_loss: -0.35931185 MI_loss: 21.661266 Detection error: 0.010524392127990723 time: 3:03:05.799792
- B/E: 132 / 82 , Gen_loss: -0.35408697 MI_loss: 21.343004 Detection error: 0.01052093505859375 time: 3:03:06.584107
- B/E: 133 / 82 , Gen_loss: -0.3621369 MI_loss: 21.972908 Detection error: 0.010528922080993652 time: 3:03:07.402184
- B/E: 134 / 82 , Gen_loss: -0.35251546 MI_loss: 21.385208 Detection error: 0.010537266731262207 time: 3:03:08.262193
- B/E: 135 / 82 , Gen_loss: -0.3591341 MI_loss: 21.83048 Detection error: 0.0105360746383667 time: 3:03:09.119740
- B/E: 136 / 82 , Gen_loss: -0.35161725 MI_loss: 21.345842 Detection error: 0.010536730289459229 time: 3:03:09.982650
- B/E: 137 / 82 , Gen_loss: -0.3415975 MI_loss: 20.666176 Detection error: 0.010539650917053223 time: 3:03:10.940412
- B/E: 138 / 82 , Gen_loss: -0.3517713 MI_loss: 21.482811 Detection error: 0.010542690753936768 time: 3:03:11.805132
- B/E: 139 / 82 , Gen_loss: -0.36082613 MI_loss: 21.906265 Detection error: 0.010546624660491943 time: 3:03:12.663264
- B/E: 140 / 82 , Gen_loss: -0.35396013 MI_loss: 21.579298 Detection error: 0.010551631450653076 time: 3:03:13.536886
- B/E: 141 / 82 , Gen_loss: -0.36131856 MI_loss: 21.909311 Detection error: 0.010543107986450195 time: 3:03:14.400362
- B/E: 142 / 82 , Gen_loss: -0.35297102 MI_loss: 21.294003 Detection error: 0.01054239273071289 time: 3:03:15.258898
- B/E: 143 / 82 , Gen_loss: -0.35308206 MI_loss: 21.399431 Detection error: 0.010539472103118896 time: 3:03:16.115969
- B/E: 144 / 82 , Gen_loss: -0.3534754 MI_loss: 21.498322 Detection error: 0.010546326637268066 time: 3:03:16.977642
- B/E: 145 / 82 , Gen_loss: -0.3536671 MI_loss: 21.372456 Detection error: 0.010547101497650146 time: 3:03:17.769725
- B/E: 146 / 82 , Gen_loss: -0.35401437 MI_loss: 21.326906 Detection error: 0.010552287101745605 time: 3:03:18.541833
- B/E: 147 / 82 , Gen_loss: -0.35779616 MI_loss: 21.55201 Detection error: 0.010556161403656006 time: 3:03:19.315223
- B/E: 148 / 82 , Gen_loss: -0.35686222 MI_loss: 21.657793 Detection error: 0.010554134845733643 time: 3:03:20.153259
- B/E: 149 / 82 , Gen_loss: -0.35214767 MI_loss: 21.395172 Detection error: 0.01056373119354248 time: 3:03:21.011969
-
- Test Loss: 10.922438 Test Error: 0.01108330488204956
- -----
- EPOCH: 83
- B/E: 0 / 83 , Gen_loss: -0.35299867 MI_loss: 21.342747 Detection error: 0.010937511920928955 time: 3:03:23.008126
- B/E: 1 / 83 , Gen_loss: -0.3482574 MI_loss: 21.237602 Detection error: 0.011593759059906006 time: 3:03:33.783285
- B/E: 2 / 83 , Gen_loss: -0.3439438 MI_loss: 20.822906 Detection error: 0.01096874475479126 time: 3:03:34.775488
- B/E: 3 / 83 , Gen_loss: -0.3471014 MI_loss: 20.987442 Detection error: 0.010937511920928955 time: 3:03:35.640481
- B/E: 4 / 83 , Gen_loss: -0.3605728 MI_loss: 21.911947 Detection error: 0.010868728160858154 time: 3:03:36.506185
- B/E: 5 / 83 , Gen_loss: -0.34162596 MI_loss: 20.9241 Detection error: 0.010807275772094727 time: 3:03:37.390085
- B/E: 6 / 83 , Gen_loss: -0.35721394 MI_loss: 21.750938 Detection error: 0.010857164859771729 time: 3:03:38.249683
- B/E: 7 / 83 , Gen_loss: -0.3592995 MI_loss: 21.720043 Detection error: 0.01087111234664917 time: 3:03:39.102707
- B/E: 8 / 83 , Gen_loss: -0.36007947 MI_loss: 21.770958 Detection error: 0.010822892189025879 time: 3:03:39.967205
- B/E: 9 / 83 , Gen_loss: -0.35317504 MI_loss: 21.331043 Detection error: 0.010737478733062744 time: 3:03:40.826718
- B/E: 10 / 83 , Gen_loss: -0.35778284 MI_loss: 21.768373 Detection error: 0.010704517364501953 time: 3:03:41.716296
- B/E: 11 / 83 , Gen_loss: -0.359804 MI_loss: 21.851768 Detection error: 0.010768234729766846 time: 3:03:42.575375
- B/E: 12 / 83 , Gen_loss: -0.3574795 MI_loss: 21.574217 Detection error: 0.010788440704345703 time: 3:03:43.441748
- B/E: 13 / 83 , Gen_loss: -0.35549435 MI_loss: 21.561028 Detection error: 0.010792434215545654 time: 3:03:44.322406
- B/E: 14 / 83 , Gen_loss: -0.3601871 MI_loss: 21.73122 Detection error: 0.010793745517730713 time: 3:03:45.185086
- B/E: 15 / 83 , Gen_loss: -0.35551298 MI_loss: 21.495787 Detection error: 0.010765612125396729 time: 3:03:46.045522
- B/E: 16 / 83 , Gen_loss: -0.35391024 MI_loss: 21.414684 Detection error: 0.010720610618591309 time: 3:03:46.908276
- B/E: 17 / 83 , Gen_loss: -0.35115322 MI_loss: 21.344234 Detection error: 0.010687470436096191 time: 3:03:47.770890
- B/E: 18 / 83 , Gen_loss: -0.34966728 MI_loss: 21.243114 Detection error: 0.010662853717803955 time: 3:03:48.740820
- B/E: 19 / 83 , Gen_loss: -0.3503859 MI_loss: 21.265005 Detection error: 0.010632812976837158 time: 3:03:49.601637
- B/E: 20 / 83 , Gen_loss: -0.35762182 MI_loss: 21.67762 Detection error: 0.010645806789398193 time: 3:03:50.462599
- B/E: 21 / 83 , Gen_loss: -0.350166 MI_loss: 21.146894 Detection error: 0.010663330554962158 time: 3:03:51.324003
- B/E: 22 / 83 , Gen_loss: -0.34507406 MI_loss: 20.94635 Detection error: 0.010638594627380371 time: 3:03:52.193280
- B/E: 23 / 83 , Gen_loss: -0.3468641 MI_loss: 20.923948 Detection error: 0.010608077049255371 time: 3:03:53.054770
- B/E: 24 / 83 , Gen_loss: -0.35987234 MI_loss: 21.696964 Detection error: 0.010609984397888184 time: 3:03:53.841573
- B/E: 25 / 83 , Gen_loss: -0.35179412 MI_loss: 21.360922 Detection error: 0.01060575246810913 time: 3:03:54.594509
- B/E: 26 / 83 , Gen_loss: -0.3595435 MI_loss: 21.822966 Detection error: 0.010674774646759033 time: 3:03:55.354023
- B/E: 27 / 83 , Gen_loss: -0.340577 MI_loss: 20.689129 Detection error: 0.010677456855773926 time: 3:03:56.207101
- B/E: 28 / 83 , Gen_loss: -0.3449645 MI_loss: 21.034336 Detection error: 0.010690748691558838 time: 3:03:57.068460
- B/E: 29 / 83 , Gen_loss: -0.3609803 MI_loss: 21.857521 Detection error: 0.010698974132537842 time: 3:03:57.930455
- B/E: 30 / 83 , Gen_loss: -0.3441439 MI_loss: 20.81461 Detection error: 0.010679423809051514 time: 3:03:58.804774
- B/E: 31 / 83 , Gen_loss: -0.35440823 MI_loss: 21.322212 Detection error: 0.010646462440490723 time: 3:03:59.757802
- B/E: 32 / 83 , Gen_loss: -0.35941342 MI_loss: 21.81815 Detection error: 0.0106581449508667 time: 3:04:00.620090
- B/E: 33 / 83 , Gen_loss: -0.3432099 MI_loss: 20.905561 Detection error: 0.010635137557983398 time: 3:04:01.480416
- B/E: 34 / 83 , Gen_loss: -0.3429299 MI_loss: 20.834738 Detection error: 0.01063305139541626 time: 3:04:02.296185
- B/E: 35 / 83 , Gen_loss: -0.3509516 MI_loss: 21.24906 Detection error: 0.010610222816467285 time: 3:04:03.173640
- B/E: 36 / 83 , Gen_loss: -0.35829562 MI_loss: 21.810474 Detection error: 0.010614871978759766 time: 3:04:04.033998
- B/E: 37 / 83 , Gen_loss: -0.3470229 MI_loss: 20.940094 Detection error: 0.01060032844543457 time: 3:04:04.897919
- B/E: 38 / 83 , Gen_loss: -0.34896994 MI_loss: 21.142853 Detection error: 0.010614573955535889 time: 3:04:05.763356
- B/E: 39 / 83 , Gen_loss: -0.35290638 MI_loss: 21.203527 Detection error: 0.010589838027954102 time: 3:04:06.623379
- B/E: 40 / 83 , Gen_loss: -0.34761623 MI_loss: 21.027824 Detection error: 0.010596811771392822 time: 3:04:07.482326
- B/E: 41 / 83 , Gen_loss: -0.35834187 MI_loss: 21.789936 Detection error: 0.010590791702270508 time: 3:04:08.299659
- B/E: 42 / 83 , Gen_loss: -0.37175208 MI_loss: 22.472982 Detection error: 0.010566890239715576 time: 3:04:09.078194
- B/E: 43 / 83 , Gen_loss: -0.36283985 MI_loss: 22.05186 Detection error: 0.010564625263214111 time: 3:04:09.834467
- B/E: 44 / 83 , Gen_loss: -0.3570842 MI_loss: 21.608833 Detection error: 0.010560393333435059 time: 3:04:10.586169
- B/E: 45 / 83 , Gen_loss: -0.3556656 MI_loss: 21.685072 Detection error: 0.010586261749267578 time: 3:04:11.461233
- B/E: 46 / 83 , Gen_loss: -0.3492648 MI_loss: 21.173077 Detection error: 0.010583758354187012 time: 3:04:12.369212
- B/E: 47 / 83 , Gen_loss: -0.3511069 MI_loss: 21.375513 Detection error: 0.010572254657745361 time: 3:04:13.229126
- B/E: 48 / 83 , Gen_loss: -0.3599635 MI_loss: 21.817345 Detection error: 0.01058417558670044 time: 3:04:14.187685
- B/E: 49 / 83 , Gen_loss: -0.35441405 MI_loss: 21.34414 Detection error: 0.010588765144348145 time: 3:04:15.047864
- B/E: 50 / 83 , Gen_loss: -0.35274175 MI_loss: 21.462854 Detection error: 0.010597407817840576 time: 3:04:15.904929
- B/E: 51 / 83 , Gen_loss: -0.35096574 MI_loss: 21.26109 Detection error: 0.010598540306091309 time: 3:04:16.768821
- B/E: 52 / 83 , Gen_loss: -0.3657588 MI_loss: 22.114344 Detection error: 0.010596692562103271 time: 3:04:17.627906
- B/E: 53 / 83 , Gen_loss: -0.35398164 MI_loss: 21.530582 Detection error: 0.010605335235595703 time: 3:04:18.426026
- B/E: 54 / 83 , Gen_loss: -0.36439395 MI_loss: 22.066883 Detection error: 0.010597705841064453 time: 3:04:19.180136
- B/E: 55 / 83 , Gen_loss: -0.34724447 MI_loss: 21.10662 Detection error: 0.010583698749542236 time: 3:04:19.931489
- B/E: 56 / 83 , Gen_loss: -0.35519704 MI_loss: 21.579273 Detection error: 0.010560870170593262 time: 3:04:20.683046
- B/E: 57 / 83 , Gen_loss: -0.3530285 MI_loss: 21.553387 Detection error: 0.010559797286987305 time: 3:04:21.554907
- B/E: 58 / 83 , Gen_loss: -0.35313663 MI_loss: 21.450472 Detection error: 0.010546088218688965 time: 3:04:22.415040
- B/E: 59 / 83 , Gen_loss: -0.3508902 MI_loss: 21.388214 Detection error: 0.010567724704742432 time: 3:04:23.275182
- B/E: 60 / 83 , Gen_loss: -0.34288028 MI_loss: 20.770092 Detection error: 0.01056814193725586 time: 3:04:24.133172
- B/E: 61 / 83 , Gen_loss: -0.3510369 MI_loss: 21.349129 Detection error: 0.01055997610092163 time: 3:04:24.992817
- B/E: 62 / 83 , Gen_loss: -0.3549476 MI_loss: 21.580627 Detection error: 0.010566949844360352 time: 3:04:25.850065
- B/E: 63 / 83 , Gen_loss: -0.35977018 MI_loss: 21.92142 Detection error: 0.010569334030151367 time: 3:04:26.796330
- B/E: 64 / 83 , Gen_loss: -0.35022816 MI_loss: 21.295063 Detection error: 0.010567307472229004 time: 3:04:27.657618
- B/E: 65 / 83 , Gen_loss: -0.35449886 MI_loss: 21.451582 Detection error: 0.010568678379058838 time: 3:04:28.534221
- B/E: 66 / 83 , Gen_loss: -0.36017743 MI_loss: 21.91732 Detection error: 0.01056438684463501 time: 3:04:29.390352
- B/E: 67 / 83 , Gen_loss: -0.34625262 MI_loss: 21.027336 Detection error: 0.01055055856704712 time: 3:04:30.250430
- B/E: 68 / 83 , Gen_loss: -0.35845244 MI_loss: 21.767792 Detection error: 0.010555267333984375 time: 3:04:31.112762
- B/E: 69 / 83 , Gen_loss: -0.3548948 MI_loss: 21.564985 Detection error: 0.01056516170501709 time: 3:04:31.971002
- B/E: 70 / 83 , Gen_loss: -0.35524547 MI_loss: 21.442806 Detection error: 0.010562479496002197 time: 3:04:32.847485
- B/E: 71 / 83 , Gen_loss: -0.34282246 MI_loss: 20.915588 Detection error: 0.010565102100372314 time: 3:04:33.708167
- B/E: 72 / 83 , Gen_loss: -0.34821656 MI_loss: 20.989508 Detection error: 0.0105629563331604 time: 3:04:34.565885
- B/E: 73 / 83 , Gen_loss: -0.35426113 MI_loss: 21.357285 Detection error: 0.010554492473602295 time: 3:04:35.422204
- B/E: 74 / 83 , Gen_loss: -0.34248343 MI_loss: 20.849392 Detection error: 0.010550856590270996 time: 3:04:36.281460
- B/E: 75 / 83 , Gen_loss: -0.34306368 MI_loss: 20.92949 Detection error: 0.010553479194641113 time: 3:04:37.144702
- B/E: 76 / 83 , Gen_loss: -0.35168755 MI_loss: 21.307362 Detection error: 0.0105552077293396 time: 3:04:38.007066
- B/E: 77 / 83 , Gen_loss: -0.35619748 MI_loss: 21.596584 Detection error: 0.010555684566497803 time: 3:04:38.864561
- B/E: 78 / 83 , Gen_loss: -0.34625158 MI_loss: 20.951714 Detection error: 0.010546684265136719 time: 3:04:39.723468
- B/E: 79 / 83 , Gen_loss: -0.35874727 MI_loss: 21.723143 Detection error: 0.010557413101196289 time: 3:04:40.677955
- B/E: 80 / 83 , Gen_loss: -0.3507415 MI_loss: 21.389708 Detection error: 0.010569453239440918 time: 3:04:41.539286
- B/E: 81 / 83 , Gen_loss: -0.34491876 MI_loss: 20.833523 Detection error: 0.010557949542999268 time: 3:04:42.398436
- B/E: 82 / 83 , Gen_loss: -0.34478828 MI_loss: 20.890968 Detection error: 0.010558366775512695 time: 3:04:43.258773
- B/E: 83 / 83 , Gen_loss: -0.3514706 MI_loss: 21.282482 Detection error: 0.010559916496276855 time: 3:04:44.146201
- B/E: 84 / 83 , Gen_loss: -0.3499277 MI_loss: 21.044767 Detection error: 0.010552585124969482 time: 3:04:45.009043
- B/E: 85 / 83 , Gen_loss: -0.3538673 MI_loss: 21.42939 Detection error: 0.010536730289459229 time: 3:04:45.866885
- B/E: 86 / 83 , Gen_loss: -0.34358242 MI_loss: 20.924984 Detection error: 0.010544180870056152 time: 3:04:46.725069
- B/E: 87 / 83 , Gen_loss: -0.35622764 MI_loss: 21.491802 Detection error: 0.010526299476623535 time: 3:04:47.607357
- B/E: 88 / 83 , Gen_loss: -0.3507304 MI_loss: 21.26283 Detection error: 0.010513722896575928 time: 3:04:48.469120
- B/E: 89 / 83 , Gen_loss: -0.3470609 MI_loss: 21.135519 Detection error: 0.010524988174438477 time: 3:04:49.329684
- B/E: 90 / 83 , Gen_loss: -0.35430747 MI_loss: 21.428879 Detection error: 0.010521948337554932 time: 3:04:50.186397
- B/E: 91 / 83 , Gen_loss: -0.3542473 MI_loss: 21.407852 Detection error: 0.010527193546295166 time: 3:04:51.043836
- B/E: 92 / 83 , Gen_loss: -0.3413648 MI_loss: 20.787838 Detection error: 0.010509073734283447 time: 3:04:51.904619
- B/E: 93 / 83 , Gen_loss: -0.34598115 MI_loss: 20.951292 Detection error: 0.010500013828277588 time: 3:04:52.762414
- B/E: 94 / 83 , Gen_loss: -0.34873465 MI_loss: 21.352993 Detection error: 0.010517776012420654 time: 3:04:53.621951
- B/E: 95 / 83 , Gen_loss: -0.35791755 MI_loss: 21.820269 Detection error: 0.010523438453674316 time: 3:04:54.580001
- B/E: 96 / 83 , Gen_loss: -0.3546937 MI_loss: 21.54309 Detection error: 0.010519325733184814 time: 3:04:55.439637
- B/E: 97 / 83 , Gen_loss: -0.36056575 MI_loss: 21.88916 Detection error: 0.010515332221984863 time: 3:04:56.300422
- B/E: 98 / 83 , Gen_loss: -0.3577205 MI_loss: 21.605406 Detection error: 0.010500609874725342 time: 3:04:57.158353
- B/E: 99 / 83 , Gen_loss: -0.36426157 MI_loss: 22.063654 Detection error: 0.010500013828277588 time: 3:04:58.017850
- B/E: 100 / 83 , Gen_loss: -0.34992033 MI_loss: 21.385662 Detection error: 0.010501861572265625 time: 3:04:58.880911
- B/E: 101 / 83 , Gen_loss: -0.35904637 MI_loss: 21.927725 Detection error: 0.010503649711608887 time: 3:04:59.738706
- B/E: 102 / 83 , Gen_loss: -0.3561749 MI_loss: 21.795925 Detection error: 0.01050788164138794 time: 3:05:00.599293
- B/E: 103 / 83 , Gen_loss: -0.35832983 MI_loss: 21.68629 Detection error: 0.010507822036743164 time: 3:05:01.459487
- B/E: 104 / 83 , Gen_loss: -0.35239324 MI_loss: 21.192337 Detection error: 0.01050955057144165 time: 3:05:02.325156
- B/E: 105 / 83 , Gen_loss: -0.3600212 MI_loss: 21.98128 Detection error: 0.01050502061843872 time: 3:05:03.185008
- B/E: 106 / 83 , Gen_loss: -0.3488715 MI_loss: 21.14094 Detection error: 0.010509073734283447 time: 3:05:04.057380
- B/E: 107 / 83 , Gen_loss: -0.35310957 MI_loss: 21.52169 Detection error: 0.01051706075668335 time: 3:05:04.863342
- B/E: 108 / 83 , Gen_loss: -0.34446794 MI_loss: 20.730103 Detection error: 0.010520339012145996 time: 3:05:05.672101
- B/E: 109 / 83 , Gen_loss: -0.3590002 MI_loss: 21.801664 Detection error: 0.010512471199035645 time: 3:05:06.425594
- B/E: 110 / 83 , Gen_loss: -0.35716876 MI_loss: 21.750607 Detection error: 0.01050478219985962 time: 3:05:07.191707
- B/E: 111 / 83 , Gen_loss: -0.3592805 MI_loss: 21.634169 Detection error: 0.010497212409973145 time: 3:05:08.114479
- B/E: 112 / 83 , Gen_loss: -0.35451883 MI_loss: 21.576685 Detection error: 0.01050025224685669 time: 3:05:08.978484
- B/E: 113 / 83 , Gen_loss: -0.35132805 MI_loss: 21.368813 Detection error: 0.01049947738647461 time: 3:05:09.839797
- B/E: 114 / 83 , Gen_loss: -0.3549996 MI_loss: 21.57014 Detection error: 0.010504364967346191 time: 3:05:10.697423
- B/E: 115 / 83 , Gen_loss: -0.35474288 MI_loss: 21.570545 Detection error: 0.01050269603729248 time: 3:05:11.553863
- B/E: 116 / 83 , Gen_loss: -0.36524633 MI_loss: 22.239336 Detection error: 0.01050269603729248 time: 3:05:12.384685
- B/E: 117 / 83 , Gen_loss: -0.3397416 MI_loss: 20.733389 Detection error: 0.010506868362426758 time: 3:05:13.161695
- B/E: 118 / 83 , Gen_loss: -0.34131274 MI_loss: 20.6318 Detection error: 0.010495543479919434 time: 3:05:13.914098
- B/E: 119 / 83 , Gen_loss: -0.34996426 MI_loss: 21.327694 Detection error: 0.010490596294403076 time: 3:05:14.664778
- B/E: 120 / 83 , Gen_loss: -0.3431279 MI_loss: 20.745249 Detection error: 0.010493278503417969 time: 3:05:15.417768
- B/E: 121 / 83 , Gen_loss: -0.3461476 MI_loss: 21.104927 Detection error: 0.010500490665435791 time: 3:05:16.192034
- B/E: 122 / 83 , Gen_loss: -0.3484522 MI_loss: 21.09105 Detection error: 0.0104941725730896 time: 3:05:16.943438
- B/E: 123 / 83 , Gen_loss: -0.3522372 MI_loss: 21.337902 Detection error: 0.010491430759429932 time: 3:05:17.693545
- B/E: 124 / 83 , Gen_loss: -0.3517518 MI_loss: 21.365456 Detection error: 0.010492503643035889 time: 3:05:18.446609
- B/E: 125 / 83 , Gen_loss: -0.35147622 MI_loss: 21.311218 Detection error: 0.010491549968719482 time: 3:05:19.221712
- B/E: 126 / 83 , Gen_loss: -0.3584588 MI_loss: 21.923956 Detection error: 0.010505437850952148 time: 3:05:19.984131
- B/E: 127 / 83 , Gen_loss: -0.35430664 MI_loss: 21.45446 Detection error: 0.010505378246307373 time: 3:05:20.821436
- B/E: 128 / 83 , Gen_loss: -0.35237715 MI_loss: 21.436115 Detection error: 0.010506272315979004 time: 3:05:21.576477
- B/E: 129 / 83 , Gen_loss: -0.35641515 MI_loss: 21.7415 Detection error: 0.010513484477996826 time: 3:05:22.326531
- B/E: 130 / 83 , Gen_loss: -0.36035818 MI_loss: 21.780928 Detection error: 0.01052027940750122 time: 3:05:23.100359
- B/E: 131 / 83 , Gen_loss: -0.345721 MI_loss: 20.957062 Detection error: 0.01052558422088623 time: 3:05:23.851170
- B/E: 132 / 83 , Gen_loss: -0.35706487 MI_loss: 21.553589 Detection error: 0.010519742965698242 time: 3:05:24.606032
- B/E: 133 / 83 , Gen_loss: -0.356408 MI_loss: 21.59336 Detection error: 0.010530531406402588 time: 3:05:25.358613
- B/E: 134 / 83 , Gen_loss: -0.3489823 MI_loss: 21.343573 Detection error: 0.01053774356842041 time: 3:05:26.216504
- B/E: 135 / 83 , Gen_loss: -0.35871506 MI_loss: 21.782743 Detection error: 0.010540187358856201 time: 3:05:27.075388
- B/E: 136 / 83 , Gen_loss: -0.34388033 MI_loss: 20.8775 Detection error: 0.010539233684539795 time: 3:05:27.932789
- B/E: 137 / 83 , Gen_loss: -0.35298893 MI_loss: 21.34652 Detection error: 0.010540783405303955 time: 3:05:28.792258
- B/E: 138 / 83 , Gen_loss: -0.348401 MI_loss: 21.244907 Detection error: 0.0105438232421875 time: 3:05:29.650168
- B/E: 139 / 83 , Gen_loss: -0.35819066 MI_loss: 21.657867 Detection error: 0.010550439357757568 time: 3:05:30.510810
- B/E: 140 / 83 , Gen_loss: -0.36044794 MI_loss: 21.86618 Detection error: 0.010550975799560547 time: 3:05:31.369973
- B/E: 141 / 83 , Gen_loss: -0.34657395 MI_loss: 20.990425 Detection error: 0.010549724102020264 time: 3:05:32.232143
- B/E: 142 / 83 , Gen_loss: -0.36066502 MI_loss: 21.855526 Detection error: 0.010546982288360596 time: 3:05:33.092482
- B/E: 143 / 83 , Gen_loss: -0.35582298 MI_loss: 21.467072 Detection error: 0.010546445846557617 time: 3:05:34.057273
- B/E: 144 / 83 , Gen_loss: -0.35647637 MI_loss: 21.57676 Detection error: 0.010555624961853027 time: 3:05:34.917319
- B/E: 145 / 83 , Gen_loss: -0.34683946 MI_loss: 21.018318 Detection error: 0.010558247566223145 time: 3:05:35.775609
- B/E: 146 / 83 , Gen_loss: -0.34727654 MI_loss: 20.983084 Detection error: 0.01055973768234253 time: 3:05:36.633866
- B/E: 147 / 83 , Gen_loss: -0.36387098 MI_loss: 22.089176 Detection error: 0.010561883449554443 time: 3:05:37.495487
- B/E: 148 / 83 , Gen_loss: -0.35208717 MI_loss: 21.255928 Detection error: 0.010563552379608154 time: 3:05:38.355185
- B/E: 149 / 83 , Gen_loss: -0.3470659 MI_loss: 21.123638 Detection error: 0.010568320751190186 time: 3:05:39.216464
-
- Test Loss: 10.907397 Test Error: 0.011174976825714111
- -----
- EPOCH: 84
- B/E: 0 / 84 , Gen_loss: -0.34803805 MI_loss: 21.075682 Detection error: 0.011468768119812012 time: 3:05:41.222261
- B/E: 1 / 84 , Gen_loss: -0.3397671 MI_loss: 20.689213 Detection error: 0.01181250810623169 time: 3:05:52.105355
- B/E: 2 / 84 , Gen_loss: -0.3428918 MI_loss: 20.620512 Detection error: 0.011229157447814941 time: 3:05:52.985506
- B/E: 3 / 84 , Gen_loss: -0.3479034 MI_loss: 21.070124 Detection error: 0.011140644550323486 time: 3:05:53.877532
- B/E: 4 / 84 , Gen_loss: -0.35102582 MI_loss: 21.394508 Detection error: 0.010900020599365234 time: 3:05:54.742732
- B/E: 5 / 84 , Gen_loss: -0.3514682 MI_loss: 21.437271 Detection error: 0.010822892189025879 time: 3:05:55.609129
- B/E: 6 / 84 , Gen_loss: -0.3432101 MI_loss: 20.949097 Detection error: 0.010901808738708496 time: 3:05:56.361319
- B/E: 7 / 84 , Gen_loss: -0.35539275 MI_loss: 21.52145 Detection error: 0.010882794857025146 time: 3:05:57.110931
- B/E: 8 / 84 , Gen_loss: -0.36049652 MI_loss: 21.763193 Detection error: 0.010749995708465576 time: 3:05:57.858769
- B/E: 9 / 84 , Gen_loss: -0.34106648 MI_loss: 20.676836 Detection error: 0.010712504386901855 time: 3:05:58.725581
- B/E: 10 / 84 , Gen_loss: -0.35588306 MI_loss: 21.607933 Detection error: 0.010684669017791748 time: 3:05:59.582010
- B/E: 11 / 84 , Gen_loss: -0.35339406 MI_loss: 21.323698 Detection error: 0.010700523853302002 time: 3:06:00.456926
- B/E: 12 / 84 , Gen_loss: -0.35542217 MI_loss: 21.44986 Detection error: 0.010774016380310059 time: 3:06:01.317491
- B/E: 13 / 84 , Gen_loss: -0.34407395 MI_loss: 20.930195 Detection error: 0.010765612125396729 time: 3:06:02.174243
- B/E: 14 / 84 , Gen_loss: -0.34648556 MI_loss: 20.943441 Detection error: 0.010712504386901855 time: 3:06:02.954499
- B/E: 15 / 84 , Gen_loss: -0.34775025 MI_loss: 21.13872 Detection error: 0.010716795921325684 time: 3:06:03.704452
- B/E: 16 / 84 , Gen_loss: -0.34694463 MI_loss: 20.888098 Detection error: 0.010647058486938477 time: 3:06:04.460523
- B/E: 17 / 84 , Gen_loss: -0.3464985 MI_loss: 21.019478 Detection error: 0.010649323463439941 time: 3:06:05.238076
- B/E: 18 / 84 , Gen_loss: -0.35149515 MI_loss: 21.375187 Detection error: 0.010625004768371582 time: 3:06:05.990573
- B/E: 19 / 84 , Gen_loss: -0.35073373 MI_loss: 21.246052 Detection error: 0.010592162609100342 time: 3:06:06.742415
- B/E: 20 / 84 , Gen_loss: -0.34074134 MI_loss: 20.700878 Detection error: 0.010613083839416504 time: 3:06:07.593363
- B/E: 21 / 84 , Gen_loss: -0.34979066 MI_loss: 21.343582 Detection error: 0.010650575160980225 time: 3:06:08.348595
- B/E: 22 / 84 , Gen_loss: -0.3523878 MI_loss: 21.261894 Detection error: 0.010607361793518066 time: 3:06:09.102696
- B/E: 23 / 84 , Gen_loss: -0.36496615 MI_loss: 21.881645 Detection error: 0.01059633493423462 time: 3:06:09.858740
- B/E: 24 / 84 , Gen_loss: -0.35273272 MI_loss: 21.394615 Detection error: 0.01059877872467041 time: 3:06:10.609964
- B/E: 25 / 84 , Gen_loss: -0.35450906 MI_loss: 21.569855 Detection error: 0.01060575246810913 time: 3:06:11.364194
- B/E: 26 / 84 , Gen_loss: -0.34926534 MI_loss: 21.246645 Detection error: 0.01066899299621582 time: 3:06:12.240167
- B/E: 27 / 84 , Gen_loss: -0.34231192 MI_loss: 20.828814 Detection error: 0.010683059692382812 time: 3:06:13.098480
- B/E: 28 / 84 , Gen_loss: -0.36522588 MI_loss: 22.06613 Detection error: 0.010686397552490234 time: 3:06:13.955660
- B/E: 29 / 84 , Gen_loss: -0.35598946 MI_loss: 21.662016 Detection error: 0.010687470436096191 time: 3:06:14.812988
- B/E: 30 / 84 , Gen_loss: -0.35001448 MI_loss: 21.301727 Detection error: 0.010655224323272705 time: 3:06:15.677691
- B/E: 31 / 84 , Gen_loss: -0.3475332 MI_loss: 21.046356 Detection error: 0.01062697172164917 time: 3:06:16.535525
- B/E: 32 / 84 , Gen_loss: -0.34749871 MI_loss: 21.246407 Detection error: 0.010632574558258057 time: 3:06:17.391897
- B/E: 33 / 84 , Gen_loss: -0.35262486 MI_loss: 21.411018 Detection error: 0.010625004768371582 time: 3:06:18.248238
- B/E: 34 / 84 , Gen_loss: -0.3526188 MI_loss: 21.46793 Detection error: 0.01061338186264038 time: 3:06:19.107874
- B/E: 35 / 84 , Gen_loss: -0.35519236 MI_loss: 21.540718 Detection error: 0.010601580142974854 time: 3:06:19.965446
- B/E: 36 / 84 , Gen_loss: -0.35539612 MI_loss: 21.383682 Detection error: 0.010576009750366211 time: 3:06:20.906700
- B/E: 37 / 84 , Gen_loss: -0.35821432 MI_loss: 21.631086 Detection error: 0.01057809591293335 time: 3:06:21.767815
- B/E: 38 / 84 , Gen_loss: -0.34588218 MI_loss: 20.919567 Detection error: 0.010576128959655762 time: 3:06:22.634454
- B/E: 39 / 84 , Gen_loss: -0.3398389 MI_loss: 20.610743 Detection error: 0.010571122169494629 time: 3:06:23.493462
- B/E: 40 / 84 , Gen_loss: -0.348158 MI_loss: 21.09109 Detection error: 0.010554134845733643 time: 3:06:24.353634
- B/E: 41 / 84 , Gen_loss: -0.34639534 MI_loss: 20.940992 Detection error: 0.010562479496002197 time: 3:06:25.211150
- B/E: 42 / 84 , Gen_loss: -0.35892403 MI_loss: 21.642124 Detection error: 0.010548710823059082 time: 3:06:26.074167
- B/E: 43 / 84 , Gen_loss: -0.35170165 MI_loss: 21.138798 Detection error: 0.01053619384765625 time: 3:06:26.933942
- B/E: 44 / 84 , Gen_loss: -0.35830984 MI_loss: 21.853056 Detection error: 0.010554850101470947 time: 3:06:27.793578
- B/E: 45 / 84 , Gen_loss: -0.35572818 MI_loss: 21.484676 Detection error: 0.01055908203125 time: 3:06:28.656263
- B/E: 46 / 84 , Gen_loss: -0.3461605 MI_loss: 20.949707 Detection error: 0.010555863380432129 time: 3:06:29.524983
- B/E: 47 / 84 , Gen_loss: -0.35861912 MI_loss: 21.681383 Detection error: 0.01055079698562622 time: 3:06:30.382803
- B/E: 48 / 84 , Gen_loss: -0.34708455 MI_loss: 21.089716 Detection error: 0.010574638843536377 time: 3:06:31.241456
- B/E: 49 / 84 , Gen_loss: -0.34922665 MI_loss: 21.224205 Detection error: 0.010569989681243896 time: 3:06:32.102470
- B/E: 50 / 84 , Gen_loss: -0.34864107 MI_loss: 21.076292 Detection error: 0.010585784912109375 time: 3:06:32.998542
- B/E: 51 / 84 , Gen_loss: -0.3590222 MI_loss: 21.96249 Detection error: 0.010582923889160156 time: 3:06:33.860851
- B/E: 52 / 84 , Gen_loss: -0.35386625 MI_loss: 21.596031 Detection error: 0.010583698749542236 time: 3:06:34.795385
- B/E: 53 / 84 , Gen_loss: -0.36505824 MI_loss: 22.050007 Detection error: 0.010593771934509277 time: 3:06:35.649786
- B/E: 54 / 84 , Gen_loss: -0.35058337 MI_loss: 21.306515 Detection error: 0.010588645935058594 time: 3:06:36.506512
- B/E: 55 / 84 , Gen_loss: -0.34939274 MI_loss: 21.122482 Detection error: 0.010575354099273682 time: 3:06:37.362772
- B/E: 56 / 84 , Gen_loss: -0.3511481 MI_loss: 21.023993 Detection error: 0.010560870170593262 time: 3:06:38.219372
- B/E: 57 / 84 , Gen_loss: -0.35258743 MI_loss: 21.397926 Detection error: 0.010559260845184326 time: 3:06:39.099487
- B/E: 58 / 84 , Gen_loss: -0.359895 MI_loss: 21.93257 Detection error: 0.010553479194641113 time: 3:06:39.961033
- B/E: 59 / 84 , Gen_loss: -0.35410306 MI_loss: 21.458475 Detection error: 0.010570824146270752 time: 3:06:40.820730
- B/E: 60 / 84 , Gen_loss: -0.35733443 MI_loss: 21.610426 Detection error: 0.010557889938354492 time: 3:06:41.676776
- B/E: 61 / 84 , Gen_loss: -0.33298498 MI_loss: 20.183605 Detection error: 0.010562479496002197 time: 3:06:42.539247
- B/E: 62 / 84 , Gen_loss: -0.35666153 MI_loss: 21.72017 Detection error: 0.01056450605392456 time: 3:06:43.400593
- B/E: 63 / 84 , Gen_loss: -0.34730893 MI_loss: 21.029203 Detection error: 0.010567843914031982 time: 3:06:44.222546
- B/E: 64 / 84 , Gen_loss: -0.35658044 MI_loss: 21.665146 Detection error: 0.0105629563331604 time: 3:06:44.975160
- B/E: 65 / 84 , Gen_loss: -0.351147 MI_loss: 21.293438 Detection error: 0.010556340217590332 time: 3:06:45.819776
- B/E: 66 / 84 , Gen_loss: -0.34961385 MI_loss: 21.20599 Detection error: 0.010555028915405273 time: 3:06:46.678282
- B/E: 67 / 84 , Gen_loss: -0.36373606 MI_loss: 21.92784 Detection error: 0.010540008544921875 time: 3:06:47.535767
- B/E: 68 / 84 , Gen_loss: -0.34611535 MI_loss: 20.95023 Detection error: 0.010538041591644287 time: 3:06:48.425779
- B/E: 69 / 84 , Gen_loss: -0.34498549 MI_loss: 21.054499 Detection error: 0.010551810264587402 time: 3:06:49.181375
- B/E: 70 / 84 , Gen_loss: -0.3596257 MI_loss: 21.712177 Detection error: 0.010544002056121826 time: 3:06:50.025895
- B/E: 71 / 84 , Gen_loss: -0.35147232 MI_loss: 21.457886 Detection error: 0.010547757148742676 time: 3:06:50.892942
- B/E: 72 / 84 , Gen_loss: -0.35085946 MI_loss: 21.31974 Detection error: 0.01054924726486206 time: 3:06:51.750966
- B/E: 73 / 84 , Gen_loss: -0.3567969 MI_loss: 21.652723 Detection error: 0.010540962219238281 time: 3:06:52.607136
- B/E: 74 / 84 , Gen_loss: -0.34450302 MI_loss: 20.947094 Detection error: 0.010542511940002441 time: 3:06:53.478369
- B/E: 75 / 84 , Gen_loss: -0.35158795 MI_loss: 21.329802 Detection error: 0.010534942150115967 time: 3:06:54.339374
- B/E: 76 / 84 , Gen_loss: -0.3634437 MI_loss: 22.224325 Detection error: 0.010539352893829346 time: 3:06:55.199922
- B/E: 77 / 84 , Gen_loss: -0.36209118 MI_loss: 21.787825 Detection error: 0.010529637336730957 time: 3:06:56.065233
- B/E: 78 / 84 , Gen_loss: -0.36492643 MI_loss: 22.137667 Detection error: 0.010521769523620605 time: 3:06:56.926888
- B/E: 79 / 84 , Gen_loss: -0.35217696 MI_loss: 21.41743 Detection error: 0.01053708791732788 time: 3:06:57.787465
- B/E: 80 / 84 , Gen_loss: -0.3602953 MI_loss: 21.92918 Detection error: 0.01055055856704712 time: 3:06:58.649575
- B/E: 81 / 84 , Gen_loss: -0.35201153 MI_loss: 21.32965 Detection error: 0.01053851842880249 time: 3:06:59.510083
- B/E: 82 / 84 , Gen_loss: -0.3587726 MI_loss: 21.727695 Detection error: 0.010531604290008545 time: 3:07:00.373113
- B/E: 83 / 84 , Gen_loss: -0.35366178 MI_loss: 21.365093 Detection error: 0.010537207126617432 time: 3:07:01.234932
- B/E: 84 / 84 , Gen_loss: -0.351265 MI_loss: 21.385916 Detection error: 0.010540783405303955 time: 3:07:02.188509
- B/E: 85 / 84 , Gen_loss: -0.36407143 MI_loss: 21.988947 Detection error: 0.010521411895751953 time: 3:07:03.047140
- B/E: 86 / 84 , Gen_loss: -0.3417361 MI_loss: 20.710953 Detection error: 0.010523319244384766 time: 3:07:03.919473
- B/E: 87 / 84 , Gen_loss: -0.34986594 MI_loss: 21.184021 Detection error: 0.010509252548217773 time: 3:07:04.686600
- B/E: 88 / 84 , Gen_loss: -0.36131915 MI_loss: 21.915663 Detection error: 0.010495781898498535 time: 3:07:05.442926
- B/E: 89 / 84 , Gen_loss: -0.34717014 MI_loss: 20.967463 Detection error: 0.010505199432373047 time: 3:07:06.195188
- B/E: 90 / 84 , Gen_loss: -0.35203022 MI_loss: 21.352293 Detection error: 0.010499298572540283 time: 3:07:06.945318
- B/E: 91 / 84 , Gen_loss: -0.33363995 MI_loss: 20.389801 Detection error: 0.010508179664611816 time: 3:07:07.782374
- B/E: 92 / 84 , Gen_loss: -0.3444768 MI_loss: 20.994415 Detection error: 0.010496973991394043 time: 3:07:08.640799
- B/E: 93 / 84 , Gen_loss: -0.35770217 MI_loss: 21.797335 Detection error: 0.010495007038116455 time: 3:07:09.501905
- B/E: 94 / 84 , Gen_loss: -0.35360357 MI_loss: 21.525328 Detection error: 0.010513842105865479 time: 3:07:10.326934
- B/E: 95 / 84 , Gen_loss: -0.35535645 MI_loss: 21.587746 Detection error: 0.010515928268432617 time: 3:07:11.158640
- B/E: 96 / 84 , Gen_loss: -0.35432202 MI_loss: 21.382755 Detection error: 0.010505139827728271 time: 3:07:11.910647
- B/E: 97 / 84 , Gen_loss: -0.35563967 MI_loss: 21.548655 Detection error: 0.010496795177459717 time: 3:07:12.663783
- B/E: 98 / 84 , Gen_loss: -0.34915686 MI_loss: 21.08231 Detection error: 0.010487079620361328 time: 3:07:13.447020
- B/E: 99 / 84 , Gen_loss: -0.35920155 MI_loss: 21.745941 Detection error: 0.010481536388397217 time: 3:07:14.208170
- B/E: 100 / 84 , Gen_loss: -0.3599697 MI_loss: 21.905016 Detection error: 0.010488569736480713 time: 3:07:15.040598
- B/E: 101 / 84 , Gen_loss: -0.35583884 MI_loss: 21.720432 Detection error: 0.01049572229385376 time: 3:07:15.794731
- B/E: 102 / 84 , Gen_loss: -0.3508504 MI_loss: 21.217926 Detection error: 0.010491490364074707 time: 3:07:16.554925
- B/E: 103 / 84 , Gen_loss: -0.36036047 MI_loss: 21.91382 Detection error: 0.010493099689483643 time: 3:07:17.329152
- B/E: 104 / 84 , Gen_loss: -0.3507615 MI_loss: 21.222038 Detection error: 0.010492861270904541 time: 3:07:18.101166
- B/E: 105 / 84 , Gen_loss: -0.34392244 MI_loss: 20.882624 Detection error: 0.010493814945220947 time: 3:07:18.855981
- B/E: 106 / 84 , Gen_loss: -0.35922033 MI_loss: 21.6255 Detection error: 0.010494768619537354 time: 3:07:19.671512
- B/E: 107 / 84 , Gen_loss: -0.3497588 MI_loss: 21.255327 Detection error: 0.010503172874450684 time: 3:07:20.530416
- B/E: 108 / 84 , Gen_loss: -0.348229 MI_loss: 21.159168 Detection error: 0.01050633192062378 time: 3:07:21.387966
- B/E: 109 / 84 , Gen_loss: -0.3513764 MI_loss: 21.137701 Detection error: 0.01049715280532837 time: 3:07:22.253597
- B/E: 110 / 84 , Gen_loss: -0.34955385 MI_loss: 21.106873 Detection error: 0.010493218898773193 time: 3:07:23.113166
- B/E: 111 / 84 , Gen_loss: -0.34689432 MI_loss: 20.841333 Detection error: 0.010485470294952393 time: 3:07:23.971134
- B/E: 112 / 84 , Gen_loss: -0.3625871 MI_loss: 21.993862 Detection error: 0.010486423969268799 time: 3:07:24.830040
- B/E: 113 / 84 , Gen_loss: -0.346265 MI_loss: 21.072332 Detection error: 0.01049262285232544 time: 3:07:25.692230
- B/E: 114 / 84 , Gen_loss: -0.35326132 MI_loss: 21.64638 Detection error: 0.010496199131011963 time: 3:07:26.551488
- B/E: 115 / 84 , Gen_loss: -0.3588982 MI_loss: 21.619318 Detection error: 0.010490059852600098 time: 3:07:27.410711
- B/E: 116 / 84 , Gen_loss: -0.35170847 MI_loss: 21.241266 Detection error: 0.010493040084838867 time: 3:07:28.369024
- B/E: 117 / 84 , Gen_loss: -0.34600094 MI_loss: 21.06169 Detection error: 0.010493934154510498 time: 3:07:29.232828
- B/E: 118 / 84 , Gen_loss: -0.3569284 MI_loss: 21.586151 Detection error: 0.01048898696899414 time: 3:07:30.091457
- B/E: 119 / 84 , Gen_loss: -0.3527592 MI_loss: 21.162348 Detection error: 0.010484635829925537 time: 3:07:30.949083
- B/E: 120 / 84 , Gen_loss: -0.34326807 MI_loss: 20.919996 Detection error: 0.010482966899871826 time: 3:07:31.807127
- B/E: 121 / 84 , Gen_loss: -0.3554243 MI_loss: 21.62608 Detection error: 0.010490000247955322 time: 3:07:32.669586
- B/E: 122 / 84 , Gen_loss: -0.36656895 MI_loss: 22.219175 Detection error: 0.010484755039215088 time: 3:07:33.548214
- B/E: 123 / 84 , Gen_loss: -0.34075525 MI_loss: 20.611242 Detection error: 0.01048135757446289 time: 3:07:34.324881
- B/E: 124 / 84 , Gen_loss: -0.35791364 MI_loss: 21.80737 Detection error: 0.010482728481292725 time: 3:07:35.075781
- B/E: 125 / 84 , Gen_loss: -0.36276993 MI_loss: 22.072556 Detection error: 0.010484397411346436 time: 3:07:35.829825
- B/E: 126 / 84 , Gen_loss: -0.3619715 MI_loss: 22.023972 Detection error: 0.010489940643310547 time: 3:07:36.675366
- B/E: 127 / 84 , Gen_loss: -0.3487605 MI_loss: 21.265608 Detection error: 0.010490953922271729 time: 3:07:37.532901
- B/E: 128 / 84 , Gen_loss: -0.3600818 MI_loss: 21.922213 Detection error: 0.010494887828826904 time: 3:07:38.389948
- B/E: 129 / 84 , Gen_loss: -0.34428853 MI_loss: 20.952538 Detection error: 0.0105019211769104 time: 3:07:39.250383
- B/E: 130 / 84 , Gen_loss: -0.36075985 MI_loss: 21.947039 Detection error: 0.01050955057144165 time: 3:07:40.111060
- B/E: 131 / 84 , Gen_loss: -0.36378077 MI_loss: 21.777903 Detection error: 0.010513484477996826 time: 3:07:40.967947
- B/E: 132 / 84 , Gen_loss: -0.3547512 MI_loss: 21.56866 Detection error: 0.010511279106140137 time: 3:07:41.915074
- B/E: 133 / 84 , Gen_loss: -0.35270596 MI_loss: 21.3816 Detection error: 0.010516762733459473 time: 3:07:42.778764
- B/E: 134 / 84 , Gen_loss: -0.34638533 MI_loss: 21.088202 Detection error: 0.010524988174438477 time: 3:07:43.667123
- B/E: 135 / 84 , Gen_loss: -0.36270696 MI_loss: 21.985077 Detection error: 0.01052182912826538 time: 3:07:44.527280
- B/E: 136 / 84 , Gen_loss: -0.3457476 MI_loss: 20.879196 Detection error: 0.010525107383728027 time: 3:07:45.383951
- B/E: 137 / 84 , Gen_loss: -0.3475234 MI_loss: 20.957909 Detection error: 0.010526716709136963 time: 3:07:46.264089
- B/E: 138 / 84 , Gen_loss: -0.359639 MI_loss: 21.910303 Detection error: 0.010531008243560791 time: 3:07:47.123815
- B/E: 139 / 84 , Gen_loss: -0.35991016 MI_loss: 21.833984 Detection error: 0.01053684949874878 time: 3:07:47.981312
- B/E: 140 / 84 , Gen_loss: -0.35102144 MI_loss: 21.288776 Detection error: 0.010539650917053223 time: 3:07:48.838114
- B/E: 141 / 84 , Gen_loss: -0.35546818 MI_loss: 21.352757 Detection error: 0.010532796382904053 time: 3:07:49.727863
- B/E: 142 / 84 , Gen_loss: -0.35842317 MI_loss: 21.651367 Detection error: 0.01053476333618164 time: 3:07:50.511776
- B/E: 143 / 84 , Gen_loss: -0.35801515 MI_loss: 21.800137 Detection error: 0.010529935359954834 time: 3:07:51.349544
- B/E: 144 / 84 , Gen_loss: -0.3511389 MI_loss: 21.231327 Detection error: 0.01053708791732788 time: 3:07:52.208062
- B/E: 145 / 84 , Gen_loss: -0.35458502 MI_loss: 21.521011 Detection error: 0.01053851842880249 time: 3:07:53.067640
- B/E: 146 / 84 , Gen_loss: -0.34477472 MI_loss: 20.758165 Detection error: 0.010545492172241211 time: 3:07:53.925392
- B/E: 147 / 84 , Gen_loss: -0.35004404 MI_loss: 21.181583 Detection error: 0.010547101497650146 time: 3:07:54.708893
- B/E: 148 / 84 , Gen_loss: -0.34857953 MI_loss: 21.04532 Detection error: 0.010547637939453125 time: 3:07:55.539054
- B/E: 149 / 84 , Gen_loss: -0.35448307 MI_loss: 21.677956 Detection error: 0.010554194450378418 time: 3:07:56.309744
-
- Test Loss: 10.892263 Test Error: 0.011033356189727783
- -----
- EPOCH: 85
- B/E: 0 / 85 , Gen_loss: -0.35136592 MI_loss: 21.354357 Detection error: 0.011843740940093994 time: 3:07:58.201470
- B/E: 1 / 85 , Gen_loss: -0.33357114 MI_loss: 20.423424 Detection error: 0.011781275272369385 time: 3:08:09.181925
- B/E: 2 / 85 , Gen_loss: -0.33122438 MI_loss: 19.94508 Detection error: 0.01108330488204956 time: 3:08:10.063442
- B/E: 3 / 85 , Gen_loss: -0.34783182 MI_loss: 21.197727 Detection error: 0.01096874475479126 time: 3:08:10.924407
- B/E: 4 / 85 , Gen_loss: -0.34267244 MI_loss: 20.866482 Detection error: 0.010812520980834961 time: 3:08:11.786201
- B/E: 5 / 85 , Gen_loss: -0.34633806 MI_loss: 21.095629 Detection error: 0.010713517665863037 time: 3:08:12.647499
- B/E: 6 / 85 , Gen_loss: -0.3458505 MI_loss: 21.02568 Detection error: 0.010758936405181885 time: 3:08:13.442860
- B/E: 7 / 85 , Gen_loss: -0.3552176 MI_loss: 21.596045 Detection error: 0.010730445384979248 time: 3:08:14.196004
- B/E: 8 / 85 , Gen_loss: -0.35835427 MI_loss: 21.749868 Detection error: 0.010618031024932861 time: 3:08:14.957473
- B/E: 9 / 85 , Gen_loss: -0.35714915 MI_loss: 21.87071 Detection error: 0.010621845722198486 time: 3:08:15.709703
- B/E: 10 / 85 , Gen_loss: -0.35120142 MI_loss: 21.295565 Detection error: 0.010630667209625244 time: 3:08:16.560646
- B/E: 11 / 85 , Gen_loss: -0.34926 MI_loss: 21.131021 Detection error: 0.010625004768371582 time: 3:08:17.317745
- B/E: 12 / 85 , Gen_loss: -0.35662973 MI_loss: 21.772844 Detection error: 0.01074761152267456 time: 3:08:18.068903
- B/E: 13 / 85 , Gen_loss: -0.35551536 MI_loss: 21.576511 Detection error: 0.010698676109313965 time: 3:08:18.825193
- B/E: 14 / 85 , Gen_loss: -0.3487769 MI_loss: 21.116957 Detection error: 0.010660409927368164 time: 3:08:19.576111
- B/E: 15 / 85 , Gen_loss: -0.34814063 MI_loss: 21.061523 Detection error: 0.010660171508789062 time: 3:08:20.331846
- B/E: 16 / 85 , Gen_loss: -0.36135632 MI_loss: 21.842005 Detection error: 0.010595560073852539 time: 3:08:21.088020
- B/E: 17 / 85 , Gen_loss: -0.34937513 MI_loss: 21.253195 Detection error: 0.010604143142700195 time: 3:08:21.841774
- B/E: 18 / 85 , Gen_loss: -0.35336912 MI_loss: 21.411154 Detection error: 0.010560870170593262 time: 3:08:22.592897
- B/E: 19 / 85 , Gen_loss: -0.34577733 MI_loss: 21.045168 Detection error: 0.010559380054473877 time: 3:08:23.346451
- B/E: 20 / 85 , Gen_loss: -0.36029315 MI_loss: 21.793205 Detection error: 0.01057887077331543 time: 3:08:24.104584
- B/E: 21 / 85 , Gen_loss: -0.34952953 MI_loss: 21.247665 Detection error: 0.010572433471679688 time: 3:08:24.939292
- B/E: 22 / 85 , Gen_loss: -0.34995565 MI_loss: 21.179884 Detection error: 0.010551631450653076 time: 3:08:25.797128
- B/E: 23 / 85 , Gen_loss: -0.35841882 MI_loss: 21.620382 Detection error: 0.010539054870605469 time: 3:08:26.653884
- B/E: 24 / 85 , Gen_loss: -0.35964468 MI_loss: 21.754955 Detection error: 0.010536253452301025 time: 3:08:27.539706
- B/E: 25 / 85 , Gen_loss: -0.35309988 MI_loss: 21.325937 Detection error: 0.0105360746383667 time: 3:08:28.490218
- B/E: 26 / 85 , Gen_loss: -0.35237375 MI_loss: 21.467833 Detection error: 0.01059257984161377 time: 3:08:29.351043
- B/E: 27 / 85 , Gen_loss: -0.35623413 MI_loss: 21.711487 Detection error: 0.010593771934509277 time: 3:08:30.209785
- B/E: 28 / 85 , Gen_loss: -0.34390777 MI_loss: 20.79568 Detection error: 0.01059049367904663 time: 3:08:31.069509
- B/E: 29 / 85 , Gen_loss: -0.34922302 MI_loss: 20.988682 Detection error: 0.01059269905090332 time: 3:08:31.928460
- B/E: 30 / 85 , Gen_loss: -0.35105994 MI_loss: 21.348955 Detection error: 0.010585665702819824 time: 3:08:32.788563
- B/E: 31 / 85 , Gen_loss: -0.34233674 MI_loss: 20.719341 Detection error: 0.01055079698562622 time: 3:08:33.573673
- B/E: 32 / 85 , Gen_loss: -0.36012724 MI_loss: 21.810846 Detection error: 0.010556817054748535 time: 3:08:34.399116
- B/E: 33 / 85 , Gen_loss: -0.35314354 MI_loss: 21.432116 Detection error: 0.010538578033447266 time: 3:08:35.150550
- B/E: 34 / 85 , Gen_loss: -0.34602425 MI_loss: 21.137192 Detection error: 0.010548233985900879 time: 3:08:35.903308
- B/E: 35 / 85 , Gen_loss: -0.3623116 MI_loss: 21.97574 Detection error: 0.010519981384277344 time: 3:08:36.653779
- B/E: 36 / 85 , Gen_loss: -0.3528789 MI_loss: 21.460846 Detection error: 0.010515213012695312 time: 3:08:37.469704
- B/E: 37 / 85 , Gen_loss: -0.3532641 MI_loss: 21.401602 Detection error: 0.01051318645477295 time: 3:08:38.330131
- B/E: 38 / 85 , Gen_loss: -0.34661597 MI_loss: 21.033047 Detection error: 0.010521650314331055 time: 3:08:39.208221
- B/E: 39 / 85 , Gen_loss: -0.36299253 MI_loss: 21.775728 Detection error: 0.010512471199035645 time: 3:08:40.086455
- B/E: 40 / 85 , Gen_loss: -0.34086895 MI_loss: 20.753052 Detection error: 0.010497689247131348 time: 3:08:40.945465
- B/E: 41 / 85 , Gen_loss: -0.3632254 MI_loss: 21.978212 Detection error: 0.010486602783203125 time: 3:08:41.906887
- B/E: 42 / 85 , Gen_loss: -0.36478433 MI_loss: 22.140072 Detection error: 0.010476768016815186 time: 3:08:42.686662
- B/E: 43 / 85 , Gen_loss: -0.3594247 MI_loss: 21.830856 Detection error: 0.010472297668457031 time: 3:08:43.441128
- B/E: 44 / 85 , Gen_loss: -0.34988874 MI_loss: 21.157513 Detection error: 0.010486125946044922 time: 3:08:44.211513
- B/E: 45 / 85 , Gen_loss: -0.35184643 MI_loss: 21.471882 Detection error: 0.01049727201461792 time: 3:08:44.963734
- B/E: 46 / 85 , Gen_loss: -0.35860777 MI_loss: 21.755697 Detection error: 0.010498642921447754 time: 3:08:45.802498
- B/E: 47 / 85 , Gen_loss: -0.35348865 MI_loss: 21.180412 Detection error: 0.010486960411071777 time: 3:08:46.662664
- B/E: 48 / 85 , Gen_loss: -0.33916944 MI_loss: 20.64873 Detection error: 0.010506987571716309 time: 3:08:47.521433
- B/E: 49 / 85 , Gen_loss: -0.3476698 MI_loss: 21.12341 Detection error: 0.010505616664886475 time: 3:08:48.376907
- B/E: 50 / 85 , Gen_loss: -0.3666126 MI_loss: 22.242992 Detection error: 0.010518968105316162 time: 3:08:49.238590
- B/E: 51 / 85 , Gen_loss: -0.3566363 MI_loss: 21.819084 Detection error: 0.010519802570343018 time: 3:08:50.097108
- B/E: 52 / 85 , Gen_loss: -0.35580057 MI_loss: 21.696587 Detection error: 0.01052182912826538 time: 3:08:50.955277
- B/E: 53 / 85 , Gen_loss: -0.35812077 MI_loss: 21.677158 Detection error: 0.010530650615692139 time: 3:08:51.813195
- B/E: 54 / 85 , Gen_loss: -0.35468012 MI_loss: 21.437284 Detection error: 0.010536372661590576 time: 3:08:52.672927
- B/E: 55 / 85 , Gen_loss: -0.35920855 MI_loss: 21.793343 Detection error: 0.010521769523620605 time: 3:08:53.531519
- B/E: 56 / 85 , Gen_loss: -0.354276 MI_loss: 21.313158 Detection error: 0.010508239269256592 time: 3:08:54.314843
- B/E: 57 / 85 , Gen_loss: -0.3620428 MI_loss: 22.004889 Detection error: 0.010504841804504395 time: 3:08:55.149366
- B/E: 58 / 85 , Gen_loss: -0.36484003 MI_loss: 22.126354 Detection error: 0.010490477085113525 time: 3:08:55.990295
- B/E: 59 / 85 , Gen_loss: -0.35555056 MI_loss: 21.518225 Detection error: 0.010505735874176025 time: 3:08:56.853110
- B/E: 60 / 85 , Gen_loss: -0.3593393 MI_loss: 21.69325 Detection error: 0.010497450828552246 time: 3:08:57.713380
- B/E: 61 / 85 , Gen_loss: -0.34057912 MI_loss: 20.78808 Detection error: 0.010500013828277588 time: 3:08:58.571699
- B/E: 62 / 85 , Gen_loss: -0.35451266 MI_loss: 21.57315 Detection error: 0.010500967502593994 time: 3:08:59.432119
- B/E: 63 / 85 , Gen_loss: -0.35355413 MI_loss: 21.51063 Detection error: 0.010507822036743164 time: 3:09:00.291474
- B/E: 64 / 85 , Gen_loss: -0.3604695 MI_loss: 21.83647 Detection error: 0.010493755340576172 time: 3:09:01.153426
- B/E: 65 / 85 , Gen_loss: -0.35244447 MI_loss: 21.439508 Detection error: 0.01049339771270752 time: 3:09:02.015510
- B/E: 66 / 85 , Gen_loss: -0.36251885 MI_loss: 21.989237 Detection error: 0.010498583316802979 time: 3:09:02.890673
- B/E: 67 / 85 , Gen_loss: -0.36761957 MI_loss: 22.202402 Detection error: 0.010485291481018066 time: 3:09:03.773347
- B/E: 68 / 85 , Gen_loss: -0.35322106 MI_loss: 21.517435 Detection error: 0.010482311248779297 time: 3:09:04.652775
- B/E: 69 / 85 , Gen_loss: -0.35168707 MI_loss: 21.26032 Detection error: 0.010497748851776123 time: 3:09:05.519849
- B/E: 70 / 85 , Gen_loss: -0.36402002 MI_loss: 22.094269 Detection error: 0.010490775108337402 time: 3:09:06.415921
- B/E: 71 / 85 , Gen_loss: -0.35827506 MI_loss: 21.758717 Detection error: 0.010496556758880615 time: 3:09:07.277418
- B/E: 72 / 85 , Gen_loss: -0.3613292 MI_loss: 21.964375 Detection error: 0.010493159294128418 time: 3:09:08.139232
- B/E: 73 / 85 , Gen_loss: -0.3455987 MI_loss: 20.91074 Detection error: 0.01048731803894043 time: 3:09:09.088321
- B/E: 74 / 85 , Gen_loss: -0.35187 MI_loss: 21.341825 Detection error: 0.010482072830200195 time: 3:09:09.952697
- B/E: 75 / 85 , Gen_loss: -0.34614313 MI_loss: 21.07573 Detection error: 0.010475337505340576 time: 3:09:10.812793
- B/E: 76 / 85 , Gen_loss: -0.35317314 MI_loss: 21.523993 Detection error: 0.0104789137840271 time: 3:09:11.676503
- B/E: 77 / 85 , Gen_loss: -0.35159487 MI_loss: 21.204773 Detection error: 0.010473549365997314 time: 3:09:12.544943
- B/E: 78 / 85 , Gen_loss: -0.35180867 MI_loss: 21.435656 Detection error: 0.010473906993865967 time: 3:09:13.426456
- B/E: 79 / 85 , Gen_loss: -0.35756588 MI_loss: 21.639027 Detection error: 0.01048046350479126 time: 3:09:14.232122
- B/E: 80 / 85 , Gen_loss: -0.34981498 MI_loss: 21.259424 Detection error: 0.010495364665985107 time: 3:09:14.982638
- B/E: 81 / 85 , Gen_loss: -0.34547797 MI_loss: 20.94488 Detection error: 0.010491251945495605 time: 3:09:15.737243
- B/E: 82 / 85 , Gen_loss: -0.35604656 MI_loss: 21.514202 Detection error: 0.010481953620910645 time: 3:09:16.487568
- B/E: 83 / 85 , Gen_loss: -0.3525832 MI_loss: 21.257568 Detection error: 0.010483264923095703 time: 3:09:17.274641
- B/E: 84 / 85 , Gen_loss: -0.347736 MI_loss: 21.142624 Detection error: 0.010487139225006104 time: 3:09:18.061786
- B/E: 85 / 85 , Gen_loss: -0.3613438 MI_loss: 21.734938 Detection error: 0.010466217994689941 time: 3:09:18.813148
- B/E: 86 / 85 , Gen_loss: -0.34382036 MI_loss: 20.991426 Detection error: 0.010469138622283936 time: 3:09:19.563448
- B/E: 87 / 85 , Gen_loss: -0.35573742 MI_loss: 21.510244 Detection error: 0.010448873043060303 time: 3:09:20.316887
- B/E: 88 / 85 , Gen_loss: -0.36134186 MI_loss: 21.834213 Detection error: 0.010441005229949951 time: 3:09:21.090212
- B/E: 89 / 85 , Gen_loss: -0.35084894 MI_loss: 21.416185 Detection error: 0.01045137643814087 time: 3:09:21.939404
- B/E: 90 / 85 , Gen_loss: -0.36012787 MI_loss: 21.705904 Detection error: 0.010447800159454346 time: 3:09:22.789086
- B/E: 91 / 85 , Gen_loss: -0.34469423 MI_loss: 21.014242 Detection error: 0.010459601879119873 time: 3:09:23.572318
- B/E: 92 / 85 , Gen_loss: -0.33494842 MI_loss: 20.207478 Detection error: 0.010447561740875244 time: 3:09:24.405839
- B/E: 93 / 85 , Gen_loss: -0.35053408 MI_loss: 21.210035 Detection error: 0.010444462299346924 time: 3:09:25.264811
- B/E: 94 / 85 , Gen_loss: -0.35093695 MI_loss: 21.431726 Detection error: 0.010463833808898926 time: 3:09:26.125595
- B/E: 95 / 85 , Gen_loss: -0.3489787 MI_loss: 21.09851 Detection error: 0.010466158390045166 time: 3:09:26.984030
- B/E: 96 / 85 , Gen_loss: -0.35384685 MI_loss: 21.482676 Detection error: 0.01045680046081543 time: 3:09:27.847777
- B/E: 97 / 85 , Gen_loss: -0.3585562 MI_loss: 21.669624 Detection error: 0.010448634624481201 time: 3:09:28.706347
- B/E: 98 / 85 , Gen_loss: -0.35413927 MI_loss: 21.356615 Detection error: 0.010441601276397705 time: 3:09:29.563927
- B/E: 99 / 85 , Gen_loss: -0.35296077 MI_loss: 21.32278 Detection error: 0.010441899299621582 time: 3:09:30.389007
- B/E: 100 / 85 , Gen_loss: -0.35621583 MI_loss: 21.747034 Detection error: 0.01044309139251709 time: 3:09:31.143458
- B/E: 101 / 85 , Gen_loss: -0.34756258 MI_loss: 21.21701 Detection error: 0.010450661182403564 time: 3:09:31.974636
- B/E: 102 / 85 , Gen_loss: -0.34374 MI_loss: 20.992142 Detection error: 0.010453581809997559 time: 3:09:32.831331
- B/E: 103 / 85 , Gen_loss: -0.34877533 MI_loss: 21.259502 Detection error: 0.01045370101928711 time: 3:09:33.688357
- B/E: 104 / 85 , Gen_loss: -0.345576 MI_loss: 21.029148 Detection error: 0.010456264019012451 time: 3:09:34.550325
- B/E: 105 / 85 , Gen_loss: -0.3570549 MI_loss: 21.677752 Detection error: 0.010452508926391602 time: 3:09:35.498927
- B/E: 106 / 85 , Gen_loss: -0.36178002 MI_loss: 21.968155 Detection error: 0.010455310344696045 time: 3:09:36.363317
- B/E: 107 / 85 , Gen_loss: -0.35956514 MI_loss: 21.693636 Detection error: 0.010460376739501953 time: 3:09:37.152858
- B/E: 108 / 85 , Gen_loss: -0.35969248 MI_loss: 21.8004 Detection error: 0.010464191436767578 time: 3:09:37.937826
- B/E: 109 / 85 , Gen_loss: -0.34382758 MI_loss: 20.687529 Detection error: 0.010460197925567627 time: 3:09:38.687939
- B/E: 110 / 85 , Gen_loss: -0.33707434 MI_loss: 20.343132 Detection error: 0.010446786880493164 time: 3:09:39.526322
- B/E: 111 / 85 , Gen_loss: -0.35860255 MI_loss: 21.672878 Detection error: 0.010450363159179688 time: 3:09:40.399716
- B/E: 112 / 85 , Gen_loss: -0.36377442 MI_loss: 21.940504 Detection error: 0.010446906089782715 time: 3:09:41.262742
- B/E: 113 / 85 , Gen_loss: -0.36002985 MI_loss: 21.864586 Detection error: 0.010450363159179688 time: 3:09:42.125197
- B/E: 114 / 85 , Gen_loss: -0.3572633 MI_loss: 21.74381 Detection error: 0.010454893112182617 time: 3:09:42.981936
- B/E: 115 / 85 , Gen_loss: -0.3526216 MI_loss: 21.31701 Detection error: 0.010453939437866211 time: 3:09:43.842951
- B/E: 116 / 85 , Gen_loss: -0.34896365 MI_loss: 21.169775 Detection error: 0.010456442832946777 time: 3:09:44.728921
- B/E: 117 / 85 , Gen_loss: -0.3356659 MI_loss: 20.446302 Detection error: 0.010458707809448242 time: 3:09:45.594516
- B/E: 118 / 85 , Gen_loss: -0.34644923 MI_loss: 20.94044 Detection error: 0.010452747344970703 time: 3:09:46.458070
- B/E: 119 / 85 , Gen_loss: -0.34776372 MI_loss: 21.060804 Detection error: 0.010451793670654297 time: 3:09:47.319848
- B/E: 120 / 85 , Gen_loss: -0.35304728 MI_loss: 21.370422 Detection error: 0.010449409484863281 time: 3:09:48.107692
- B/E: 121 / 85 , Gen_loss: -0.3511263 MI_loss: 21.527153 Detection error: 0.010456979274749756 time: 3:09:48.955377
- B/E: 122 / 85 , Gen_loss: -0.35185537 MI_loss: 21.295351 Detection error: 0.010453224182128906 time: 3:09:49.733732
- B/E: 123 / 85 , Gen_loss: -0.35495612 MI_loss: 21.643944 Detection error: 0.010452628135681152 time: 3:09:50.487020
- B/E: 124 / 85 , Gen_loss: -0.35673806 MI_loss: 21.639845 Detection error: 0.01045447587966919 time: 3:09:51.237958
- B/E: 125 / 85 , Gen_loss: -0.3522539 MI_loss: 21.388035 Detection error: 0.010452866554260254 time: 3:09:52.011236
- B/E: 126 / 85 , Gen_loss: -0.34275654 MI_loss: 20.857958 Detection error: 0.010463595390319824 time: 3:09:52.764825
- B/E: 127 / 85 , Gen_loss: -0.35237214 MI_loss: 21.42356 Detection error: 0.01046144962310791 time: 3:09:53.515789
- B/E: 128 / 85 , Gen_loss: -0.36329195 MI_loss: 22.063244 Detection error: 0.010468006134033203 time: 3:09:54.265687
- B/E: 129 / 85 , Gen_loss: -0.3645706 MI_loss: 22.147823 Detection error: 0.010472118854522705 time: 3:09:55.015882
- B/E: 130 / 85 , Gen_loss: -0.35063338 MI_loss: 21.204159 Detection error: 0.010478317737579346 time: 3:09:55.770680
- B/E: 131 / 85 , Gen_loss: -0.34661528 MI_loss: 21.145847 Detection error: 0.010479152202606201 time: 3:09:56.523261
- B/E: 132 / 85 , Gen_loss: -0.36318082 MI_loss: 21.966045 Detection error: 0.010478377342224121 time: 3:09:57.273221
- B/E: 133 / 85 , Gen_loss: -0.35770544 MI_loss: 21.798214 Detection error: 0.01048368215560913 time: 3:09:58.024831
- B/E: 134 / 85 , Gen_loss: -0.36525053 MI_loss: 22.280973 Detection error: 0.010490715503692627 time: 3:09:58.777574
- B/E: 135 / 85 , Gen_loss: -0.36121228 MI_loss: 21.866852 Detection error: 0.010491251945495605 time: 3:09:59.534429
- B/E: 136 / 85 , Gen_loss: -0.35409242 MI_loss: 21.526178 Detection error: 0.010492682456970215 time: 3:10:00.286049
- B/E: 137 / 85 , Gen_loss: -0.354591 MI_loss: 21.538616 Detection error: 0.010498881340026855 time: 3:10:01.151421
- B/E: 138 / 85 , Gen_loss: -0.34098452 MI_loss: 20.721338 Detection error: 0.010500013828277588 time: 3:10:01.903931
- B/E: 139 / 85 , Gen_loss: -0.35292858 MI_loss: 21.391052 Detection error: 0.01050424575805664 time: 3:10:02.658333
- B/E: 140 / 85 , Gen_loss: -0.3418688 MI_loss: 20.833712 Detection error: 0.01050490140914917 time: 3:10:03.412110
- B/E: 141 / 85 , Gen_loss: -0.34770823 MI_loss: 21.073956 Detection error: 0.010501742362976074 time: 3:10:04.168702
- B/E: 142 / 85 , Gen_loss: -0.3486333 MI_loss: 21.08794 Detection error: 0.010500192642211914 time: 3:10:04.920612
- B/E: 143 / 85 , Gen_loss: -0.3540072 MI_loss: 21.603704 Detection error: 0.010502159595489502 time: 3:10:05.758656
- B/E: 144 / 85 , Gen_loss: -0.3570728 MI_loss: 21.61841 Detection error: 0.010506868362426758 time: 3:10:06.561521
- B/E: 145 / 85 , Gen_loss: -0.35309425 MI_loss: 21.470716 Detection error: 0.010513722896575928 time: 3:10:07.354245
- B/E: 146 / 85 , Gen_loss: -0.35627264 MI_loss: 21.502228 Detection error: 0.010517239570617676 time: 3:10:08.129306
- B/E: 147 / 85 , Gen_loss: -0.35208625 MI_loss: 21.25327 Detection error: 0.010519862174987793 time: 3:10:08.879662
- B/E: 148 / 85 , Gen_loss: -0.35704097 MI_loss: 21.652643 Detection error: 0.010521411895751953 time: 3:10:09.633495
- B/E: 149 / 85 , Gen_loss: -0.3542096 MI_loss: 21.571878 Detection error: 0.010528564453125 time: 3:10:10.386732
-
- Test Loss: 10.879824 Test Error: 0.01111668348312378
- -----
- EPOCH: 86
- B/E: 0 / 86 , Gen_loss: -0.3474174 MI_loss: 21.168015 Detection error: 0.01106250286102295 time: 3:10:12.280803
- B/E: 1 / 86 , Gen_loss: -0.34194964 MI_loss: 20.835756 Detection error: 0.012046873569488525 time: 3:10:23.368287
- B/E: 2 / 86 , Gen_loss: -0.34385678 MI_loss: 20.731289 Detection error: 0.011093735694885254 time: 3:10:24.354559
- B/E: 3 / 86 , Gen_loss: -0.34454018 MI_loss: 20.98006 Detection error: 0.011031270027160645 time: 3:10:25.214692
- B/E: 4 / 86 , Gen_loss: -0.35575023 MI_loss: 21.63213 Detection error: 0.010893762111663818 time: 3:10:26.074431
- B/E: 5 / 86 , Gen_loss: -0.3508756 MI_loss: 21.300098 Detection error: 0.010755181312561035 time: 3:10:26.932076
- B/E: 6 / 86 , Gen_loss: -0.33531207 MI_loss: 20.424862 Detection error: 0.010870516300201416 time: 3:10:27.790267
- B/E: 7 / 86 , Gen_loss: -0.35662267 MI_loss: 21.535799 Detection error: 0.010785162448883057 time: 3:10:28.647365
- B/E: 8 / 86 , Gen_loss: -0.35875788 MI_loss: 21.750845 Detection error: 0.010697901248931885 time: 3:10:29.504947
- B/E: 9 / 86 , Gen_loss: -0.35913628 MI_loss: 21.72825 Detection error: 0.010606229305267334 time: 3:10:30.385915
- B/E: 10 / 86 , Gen_loss: -0.36448544 MI_loss: 22.128723 Detection error: 0.010673284530639648 time: 3:10:31.247155
- B/E: 11 / 86 , Gen_loss: -0.35979855 MI_loss: 21.739943 Detection error: 0.010653674602508545 time: 3:10:32.106440
- B/E: 12 / 86 , Gen_loss: -0.3562811 MI_loss: 21.675114 Detection error: 0.010759592056274414 time: 3:10:32.986749
- B/E: 13 / 86 , Gen_loss: -0.3474087 MI_loss: 20.962976 Detection error: 0.010707616806030273 time: 3:10:33.856718
- B/E: 14 / 86 , Gen_loss: -0.36183137 MI_loss: 21.899208 Detection error: 0.010714590549468994 time: 3:10:34.710940
- B/E: 15 / 86 , Gen_loss: -0.34640592 MI_loss: 20.958733 Detection error: 0.01066601276397705 time: 3:10:35.595163
- B/E: 16 / 86 , Gen_loss: -0.35602722 MI_loss: 21.614845 Detection error: 0.010630488395690918 time: 3:10:36.456340
- B/E: 17 / 86 , Gen_loss: -0.3608138 MI_loss: 21.939688 Detection error: 0.010602414608001709 time: 3:10:37.317969
- B/E: 18 / 86 , Gen_loss: -0.35512495 MI_loss: 21.51096 Detection error: 0.010542750358581543 time: 3:10:38.276510
- B/E: 19 / 86 , Gen_loss: -0.34158745 MI_loss: 20.789837 Detection error: 0.010553121566772461 time: 3:10:39.138358
- B/E: 20 / 86 , Gen_loss: -0.36074507 MI_loss: 21.730246 Detection error: 0.010553598403930664 time: 3:10:40.002236
- B/E: 21 / 86 , Gen_loss: -0.34438902 MI_loss: 20.835941 Detection error: 0.010579526424407959 time: 3:10:40.862949
- B/E: 22 / 86 , Gen_loss: -0.35220242 MI_loss: 21.260853 Detection error: 0.010542094707489014 time: 3:10:41.724335
- B/E: 23 / 86 , Gen_loss: -0.3505515 MI_loss: 21.251703 Detection error: 0.01055079698562622 time: 3:10:42.586835
- B/E: 24 / 86 , Gen_loss: -0.35269985 MI_loss: 21.405045 Detection error: 0.010537505149841309 time: 3:10:43.449015
- B/E: 25 / 86 , Gen_loss: -0.3487172 MI_loss: 21.125004 Detection error: 0.010555267333984375 time: 3:10:44.317030
- B/E: 26 / 86 , Gen_loss: -0.33761227 MI_loss: 20.579823 Detection error: 0.010612249374389648 time: 3:10:45.181095
- B/E: 27 / 86 , Gen_loss: -0.36342287 MI_loss: 21.947716 Detection error: 0.010595977306365967 time: 3:10:46.043311
- B/E: 28 / 86 , Gen_loss: -0.3462033 MI_loss: 21.01829 Detection error: 0.010608851909637451 time: 3:10:46.903918
- B/E: 29 / 86 , Gen_loss: -0.3489167 MI_loss: 21.129827 Detection error: 0.010615646839141846 time: 3:10:47.767946
- B/E: 30 / 86 , Gen_loss: -0.34879607 MI_loss: 21.248007 Detection error: 0.010601818561553955 time: 3:10:48.595293
- B/E: 31 / 86 , Gen_loss: -0.34869957 MI_loss: 21.071136 Detection error: 0.01057422161102295 time: 3:10:49.430090
- B/E: 32 / 86 , Gen_loss: -0.34670818 MI_loss: 21.064701 Detection error: 0.010581433773040771 time: 3:10:50.202172
- B/E: 33 / 86 , Gen_loss: -0.35275367 MI_loss: 21.388178 Detection error: 0.010552406311035156 time: 3:10:50.956651
- B/E: 34 / 86 , Gen_loss: -0.3523019 MI_loss: 21.498756 Detection error: 0.010543763637542725 time: 3:10:51.710997
- B/E: 35 / 86 , Gen_loss: -0.36025774 MI_loss: 21.741695 Detection error: 0.010536432266235352 time: 3:10:52.463721
- B/E: 36 / 86 , Gen_loss: -0.35657674 MI_loss: 21.66965 Detection error: 0.010521113872528076 time: 3:10:53.217590
- B/E: 37 / 86 , Gen_loss: -0.35518262 MI_loss: 21.520264 Detection error: 0.010519742965698242 time: 3:10:53.972324
- B/E: 38 / 86 , Gen_loss: -0.34557498 MI_loss: 21.051977 Detection error: 0.010522425174713135 time: 3:10:54.726204
- B/E: 39 / 86 , Gen_loss: -0.34511042 MI_loss: 20.760216 Detection error: 0.010510921478271484 time: 3:10:55.481260
- B/E: 40 / 86 , Gen_loss: -0.35724783 MI_loss: 21.728512 Detection error: 0.010497689247131348 time: 3:10:56.234477
- B/E: 41 / 86 , Gen_loss: -0.3737636 MI_loss: 22.594254 Detection error: 0.010498523712158203 time: 3:10:56.988602
- B/E: 42 / 86 , Gen_loss: -0.35569584 MI_loss: 21.651936 Detection error: 0.010480403900146484 time: 3:10:57.741783
- B/E: 43 / 86 , Gen_loss: -0.3549003 MI_loss: 21.51411 Detection error: 0.010478675365447998 time: 3:10:58.501666
- B/E: 44 / 86 , Gen_loss: -0.34596705 MI_loss: 20.95987 Detection error: 0.01048058271408081 time: 3:10:59.258333
- B/E: 45 / 86 , Gen_loss: -0.34998864 MI_loss: 21.188332 Detection error: 0.010490477085113525 time: 3:11:00.011291
- B/E: 46 / 86 , Gen_loss: -0.34363326 MI_loss: 20.964146 Detection error: 0.010489344596862793 time: 3:11:00.776728
- B/E: 47 / 86 , Gen_loss: -0.3469916 MI_loss: 21.180748 Detection error: 0.010486960411071777 time: 3:11:01.589388
- B/E: 48 / 86 , Gen_loss: -0.3549638 MI_loss: 21.466848 Detection error: 0.010504484176635742 time: 3:11:02.433527
- B/E: 49 / 86 , Gen_loss: -0.35814586 MI_loss: 21.88575 Detection error: 0.01050502061843872 time: 3:11:03.189852
- B/E: 50 / 86 , Gen_loss: -0.34691596 MI_loss: 21.014019 Detection error: 0.010515332221984863 time: 3:11:03.983984
- B/E: 51 / 86 , Gen_loss: -0.36242923 MI_loss: 22.161505 Detection error: 0.010517418384552002 time: 3:11:04.750184
- B/E: 52 / 86 , Gen_loss: -0.34750777 MI_loss: 21.081459 Detection error: 0.010515928268432617 time: 3:11:05.508301
- B/E: 53 / 86 , Gen_loss: -0.3534674 MI_loss: 21.454336 Detection error: 0.010536432266235352 time: 3:11:06.261152
- B/E: 54 / 86 , Gen_loss: -0.3553913 MI_loss: 21.584663 Detection error: 0.010540366172790527 time: 3:11:07.015478
- B/E: 55 / 86 , Gen_loss: -0.35005733 MI_loss: 21.369442 Detection error: 0.010521769523620605 time: 3:11:07.770028
- B/E: 56 / 86 , Gen_loss: -0.35783514 MI_loss: 21.629124 Detection error: 0.010509848594665527 time: 3:11:08.544489
- B/E: 57 / 86 , Gen_loss: -0.35012725 MI_loss: 21.212683 Detection error: 0.010503232479095459 time: 3:11:09.303041
- B/E: 58 / 86 , Gen_loss: -0.36118528 MI_loss: 21.978209 Detection error: 0.010495245456695557 time: 3:11:10.060315
- B/E: 59 / 86 , Gen_loss: -0.35521162 MI_loss: 21.641544 Detection error: 0.010516166687011719 time: 3:11:10.910003
- B/E: 60 / 86 , Gen_loss: -0.3517833 MI_loss: 21.311195 Detection error: 0.010511279106140137 time: 3:11:11.767244
- B/E: 61 / 86 , Gen_loss: -0.34570187 MI_loss: 21.002466 Detection error: 0.010512113571166992 time: 3:11:12.627766
- B/E: 62 / 86 , Gen_loss: -0.3531259 MI_loss: 21.459105 Detection error: 0.010515391826629639 time: 3:11:13.487479
- B/E: 63 / 86 , Gen_loss: -0.35808912 MI_loss: 21.714329 Detection error: 0.010510742664337158 time: 3:11:14.411169
- B/E: 64 / 86 , Gen_loss: -0.3498826 MI_loss: 21.28401 Detection error: 0.010506272315979004 time: 3:11:15.166596
- B/E: 65 / 86 , Gen_loss: -0.34843975 MI_loss: 21.073767 Detection error: 0.010503768920898438 time: 3:11:15.919223
- B/E: 66 / 86 , Gen_loss: -0.36797026 MI_loss: 22.385635 Detection error: 0.010502338409423828 time: 3:11:16.675350
- B/E: 67 / 86 , Gen_loss: -0.36075634 MI_loss: 21.793167 Detection error: 0.010495424270629883 time: 3:11:17.427257
- B/E: 68 / 86 , Gen_loss: -0.3573017 MI_loss: 21.696083 Detection error: 0.010492324829101562 time: 3:11:18.179099
- B/E: 69 / 86 , Gen_loss: -0.35438427 MI_loss: 21.599712 Detection error: 0.010499119758605957 time: 3:11:19.025765
- B/E: 70 / 86 , Gen_loss: -0.3576408 MI_loss: 21.811443 Detection error: 0.010499536991119385 time: 3:11:19.889307
- B/E: 71 / 86 , Gen_loss: -0.3466803 MI_loss: 21.094147 Detection error: 0.010495662689208984 time: 3:11:20.750172
- B/E: 72 / 86 , Gen_loss: -0.36510566 MI_loss: 22.088003 Detection error: 0.010493993759155273 time: 3:11:21.610529
- B/E: 73 / 86 , Gen_loss: -0.35100797 MI_loss: 21.225353 Detection error: 0.010493218898773193 time: 3:11:22.469645
- B/E: 74 / 86 , Gen_loss: -0.3600276 MI_loss: 21.808979 Detection error: 0.010487496852874756 time: 3:11:23.333119
- B/E: 75 / 86 , Gen_loss: -0.34937304 MI_loss: 21.193857 Detection error: 0.010486841201782227 time: 3:11:24.194184
- B/E: 76 / 86 , Gen_loss: -0.34029514 MI_loss: 20.768625 Detection error: 0.010487020015716553 time: 3:11:25.054854
- B/E: 77 / 86 , Gen_loss: -0.34916532 MI_loss: 21.22321 Detection error: 0.010487556457519531 time: 3:11:25.917542
- B/E: 78 / 86 , Gen_loss: -0.35062125 MI_loss: 21.354738 Detection error: 0.010480642318725586 time: 3:11:26.711323
- B/E: 79 / 86 , Gen_loss: -0.3511552 MI_loss: 21.373972 Detection error: 0.01049494743347168 time: 3:11:27.545125
- B/E: 80 / 86 , Gen_loss: -0.35005662 MI_loss: 21.238815 Detection error: 0.01049959659576416 time: 3:11:28.400303
- B/E: 81 / 86 , Gen_loss: -0.35779357 MI_loss: 21.817705 Detection error: 0.010495781898498535 time: 3:11:29.262955
- B/E: 82 / 86 , Gen_loss: -0.36107177 MI_loss: 21.90174 Detection error: 0.010486841201782227 time: 3:11:30.127367
- B/E: 83 / 86 , Gen_loss: -0.3542548 MI_loss: 21.540571 Detection error: 0.010489583015441895 time: 3:11:30.987870
- B/E: 84 / 86 , Gen_loss: -0.36313087 MI_loss: 22.21724 Detection error: 0.010493755340576172 time: 3:11:31.847984
- B/E: 85 / 86 , Gen_loss: -0.34418342 MI_loss: 20.599932 Detection error: 0.0104752779006958 time: 3:11:32.709712
- B/E: 86 / 86 , Gen_loss: -0.35425067 MI_loss: 21.511602 Detection error: 0.010476291179656982 time: 3:11:33.576124
- B/E: 87 / 86 , Gen_loss: -0.3540168 MI_loss: 21.387463 Detection error: 0.01046520471572876 time: 3:11:34.380749
- B/E: 88 / 86 , Gen_loss: -0.3608459 MI_loss: 21.852169 Detection error: 0.0104522705078125 time: 3:11:35.139410
- B/E: 89 / 86 , Gen_loss: -0.35261762 MI_loss: 21.426228 Detection error: 0.010464251041412354 time: 3:11:35.911245
- B/E: 90 / 86 , Gen_loss: -0.35724393 MI_loss: 21.522282 Detection error: 0.01045912504196167 time: 3:11:36.664210
- B/E: 91 / 86 , Gen_loss: -0.34841633 MI_loss: 21.160667 Detection error: 0.010465681552886963 time: 3:11:37.425977
- B/E: 92 / 86 , Gen_loss: -0.34819716 MI_loss: 21.105068 Detection error: 0.010455667972564697 time: 3:11:38.178575
- B/E: 93 / 86 , Gen_loss: -0.34250724 MI_loss: 20.848831 Detection error: 0.01045215129852295 time: 3:11:38.928977
- B/E: 94 / 86 , Gen_loss: -0.34542823 MI_loss: 21.128157 Detection error: 0.010468065738677979 time: 3:11:39.683422
- B/E: 95 / 86 , Gen_loss: -0.34302205 MI_loss: 20.831194 Detection error: 0.010467469692230225 time: 3:11:40.549815
- B/E: 96 / 86 , Gen_loss: -0.34976757 MI_loss: 21.304747 Detection error: 0.010458111763000488 time: 3:11:41.309923
- B/E: 97 / 86 , Gen_loss: -0.3595872 MI_loss: 21.80515 Detection error: 0.010450899600982666 time: 3:11:42.066767
- B/E: 98 / 86 , Gen_loss: -0.34795865 MI_loss: 21.08984 Detection error: 0.010438740253448486 time: 3:11:42.823185
- B/E: 99 / 86 , Gen_loss: -0.35160562 MI_loss: 21.306578 Detection error: 0.010440945625305176 time: 3:11:43.575957
- B/E: 100 / 86 , Gen_loss: -0.34699017 MI_loss: 20.899055 Detection error: 0.010441839694976807 time: 3:11:44.329228
- B/E: 101 / 86 , Gen_loss: -0.35364413 MI_loss: 21.447878 Detection error: 0.010446667671203613 time: 3:11:45.085937
- B/E: 102 / 86 , Gen_loss: -0.3480575 MI_loss: 21.098171 Detection error: 0.010453581809997559 time: 3:11:45.842288
- B/E: 103 / 86 , Gen_loss: -0.34576094 MI_loss: 20.958717 Detection error: 0.010449230670928955 time: 3:11:46.597149
- B/E: 104 / 86 , Gen_loss: -0.3588614 MI_loss: 21.847704 Detection error: 0.010453581809997559 time: 3:11:47.370129
- B/E: 105 / 86 , Gen_loss: -0.35038084 MI_loss: 21.25453 Detection error: 0.010448992252349854 time: 3:11:48.141745
- B/E: 106 / 86 , Gen_loss: -0.35621846 MI_loss: 21.5745 Detection error: 0.010450959205627441 time: 3:11:48.977834
- B/E: 107 / 86 , Gen_loss: -0.36091632 MI_loss: 21.895266 Detection error: 0.010454833507537842 time: 3:11:49.839641
- B/E: 108 / 86 , Gen_loss: -0.3549107 MI_loss: 21.51497 Detection error: 0.010463297367095947 time: 3:11:50.702696
- B/E: 109 / 86 , Gen_loss: -0.35905018 MI_loss: 21.751411 Detection error: 0.010455667972564697 time: 3:11:51.565228
- B/E: 110 / 86 , Gen_loss: -0.3507273 MI_loss: 21.067484 Detection error: 0.010448455810546875 time: 3:11:52.460358
- B/E: 111 / 86 , Gen_loss: -0.3533467 MI_loss: 21.34629 Detection error: 0.010443627834320068 time: 3:11:53.419931
- B/E: 112 / 86 , Gen_loss: -0.35596377 MI_loss: 21.589436 Detection error: 0.010443329811096191 time: 3:11:54.279791
- B/E: 113 / 86 , Gen_loss: -0.3428 MI_loss: 20.924026 Detection error: 0.01044684648513794 time: 3:11:55.141766
- B/E: 114 / 86 , Gen_loss: -0.34852344 MI_loss: 21.132044 Detection error: 0.010448932647705078 time: 3:11:55.929588
- B/E: 115 / 86 , Gen_loss: -0.35286972 MI_loss: 21.392393 Detection error: 0.01044398546218872 time: 3:11:56.683380
- B/E: 116 / 86 , Gen_loss: -0.34613243 MI_loss: 20.99978 Detection error: 0.01044762134552002 time: 3:11:57.435201
- B/E: 117 / 86 , Gen_loss: -0.34232566 MI_loss: 20.764748 Detection error: 0.010450482368469238 time: 3:11:58.188846
- B/E: 118 / 86 , Gen_loss: -0.34577587 MI_loss: 20.937988 Detection error: 0.010442733764648438 time: 3:11:59.040417
- B/E: 119 / 86 , Gen_loss: -0.35336077 MI_loss: 21.391924 Detection error: 0.01044374704360962 time: 3:11:59.897644
- B/E: 120 / 86 , Gen_loss: -0.34652588 MI_loss: 20.987907 Detection error: 0.010439813137054443 time: 3:12:00.754444
- B/E: 121 / 86 , Gen_loss: -0.34493285 MI_loss: 20.917923 Detection error: 0.010442852973937988 time: 3:12:01.614686
- B/E: 122 / 86 , Gen_loss: -0.35654458 MI_loss: 21.581173 Detection error: 0.010443329811096191 time: 3:12:02.474388
- B/E: 123 / 86 , Gen_loss: -0.34927976 MI_loss: 21.051933 Detection error: 0.010438263416290283 time: 3:12:03.334461
- B/E: 124 / 86 , Gen_loss: -0.33737484 MI_loss: 20.594055 Detection error: 0.010438501834869385 time: 3:12:04.193165
- B/E: 125 / 86 , Gen_loss: -0.35025 MI_loss: 21.291882 Detection error: 0.01044321060180664 time: 3:12:05.052945
- B/E: 126 / 86 , Gen_loss: -0.3500784 MI_loss: 21.481598 Detection error: 0.01045447587966919 time: 3:12:05.917169
- B/E: 127 / 86 , Gen_loss: -0.34912065 MI_loss: 21.248163 Detection error: 0.01044851541519165 time: 3:12:06.857305
- B/E: 128 / 86 , Gen_loss: -0.35769364 MI_loss: 21.63955 Detection error: 0.01045083999633789 time: 3:12:07.715592
- B/E: 129 / 86 , Gen_loss: -0.35475078 MI_loss: 21.70189 Detection error: 0.01046079397201538 time: 3:12:08.575915
- B/E: 130 / 86 , Gen_loss: -0.3484816 MI_loss: 20.98125 Detection error: 0.010464668273925781 time: 3:12:09.441779
- B/E: 131 / 86 , Gen_loss: -0.35250625 MI_loss: 21.497765 Detection error: 0.010473012924194336 time: 3:12:10.305346
- B/E: 132 / 86 , Gen_loss: -0.35648823 MI_loss: 21.475264 Detection error: 0.01046895980834961 time: 3:12:11.163673
- B/E: 133 / 86 , Gen_loss: -0.3568321 MI_loss: 21.754166 Detection error: 0.0104750394821167 time: 3:12:11.948003
- B/E: 134 / 86 , Gen_loss: -0.34937373 MI_loss: 21.313921 Detection error: 0.010480344295501709 time: 3:12:12.714071
- B/E: 135 / 86 , Gen_loss: -0.35738453 MI_loss: 21.554611 Detection error: 0.010478854179382324 time: 3:12:13.465881
- B/E: 136 / 86 , Gen_loss: -0.34702626 MI_loss: 21.0715 Detection error: 0.010482192039489746 time: 3:12:14.316133
- B/E: 137 / 86 , Gen_loss: -0.34295744 MI_loss: 20.77122 Detection error: 0.010485053062438965 time: 3:12:15.111883
- B/E: 138 / 86 , Gen_loss: -0.35310704 MI_loss: 21.434475 Detection error: 0.010486483573913574 time: 3:12:15.869096
- B/E: 139 / 86 , Gen_loss: -0.36356217 MI_loss: 22.074844 Detection error: 0.010495305061340332 time: 3:12:16.622994
- B/E: 140 / 86 , Gen_loss: -0.34458488 MI_loss: 21.081728 Detection error: 0.010496914386749268 time: 3:12:17.393557
- B/E: 141 / 86 , Gen_loss: -0.35026816 MI_loss: 21.131756 Detection error: 0.010492980480194092 time: 3:12:18.234558
- B/E: 142 / 86 , Gen_loss: -0.3508982 MI_loss: 21.228907 Detection error: 0.010490179061889648 time: 3:12:19.105025
- B/E: 143 / 86 , Gen_loss: -0.36051497 MI_loss: 21.800385 Detection error: 0.010490894317626953 time: 3:12:20.076962
- B/E: 144 / 86 , Gen_loss: -0.34973055 MI_loss: 21.047192 Detection error: 0.010498464107513428 time: 3:12:20.885634
- B/E: 145 / 86 , Gen_loss: -0.34677348 MI_loss: 21.027994 Detection error: 0.010499119758605957 time: 3:12:21.639172
- B/E: 146 / 86 , Gen_loss: -0.3543647 MI_loss: 21.546 Detection error: 0.01050490140914917 time: 3:12:22.389745
- B/E: 147 / 86 , Gen_loss: -0.35085917 MI_loss: 21.304169 Detection error: 0.01050567626953125 time: 3:12:23.158592
- B/E: 148 / 86 , Gen_loss: -0.36245483 MI_loss: 21.924685 Detection error: 0.010508596897125244 time: 3:12:23.913010
- B/E: 149 / 86 , Gen_loss: -0.34994343 MI_loss: 21.252525 Detection error: 0.010513544082641602 time: 3:12:24.662468
-
- Test Loss: 10.876021 Test Error: 0.011133313179016113
- -----
- EPOCH: 87
- B/E: 0 / 87 , Gen_loss: -0.36521792 MI_loss: 22.296116 Detection error: 0.011343777179718018 time: 3:12:26.613416
- B/E: 1 / 87 , Gen_loss: -0.34987545 MI_loss: 21.176104 Detection error: 0.011656224727630615 time: 3:12:37.713413
- B/E: 2 / 87 , Gen_loss: -0.35117167 MI_loss: 21.231726 Detection error: 0.011156260967254639 time: 3:12:38.589926
- B/E: 3 / 87 , Gen_loss: -0.3546857 MI_loss: 21.568537 Detection error: 0.011023461818695068 time: 3:12:39.458601
- B/E: 4 / 87 , Gen_loss: -0.35671768 MI_loss: 21.697247 Detection error: 0.010787487030029297 time: 3:12:40.323839
- B/E: 5 / 87 , Gen_loss: -0.34437037 MI_loss: 20.937296 Detection error: 0.010822892189025879 time: 3:12:41.210819
- B/E: 6 / 87 , Gen_loss: -0.36423868 MI_loss: 22.356598 Detection error: 0.010870516300201416 time: 3:12:41.985955
- B/E: 7 / 87 , Gen_loss: -0.3551566 MI_loss: 21.749403 Detection error: 0.010890603065490723 time: 3:12:42.736523
- B/E: 8 / 87 , Gen_loss: -0.35106495 MI_loss: 21.183956 Detection error: 0.01080554723739624 time: 3:12:43.515831
- B/E: 9 / 87 , Gen_loss: -0.35521308 MI_loss: 21.62223 Detection error: 0.01070624589920044 time: 3:12:44.349544
- B/E: 10 / 87 , Gen_loss: -0.35465303 MI_loss: 21.516539 Detection error: 0.010730087757110596 time: 3:12:45.205967
- B/E: 11 / 87 , Gen_loss: -0.35016826 MI_loss: 21.10248 Detection error: 0.010726571083068848 time: 3:12:46.066032
- B/E: 12 / 87 , Gen_loss: -0.36117992 MI_loss: 21.83398 Detection error: 0.010805308818817139 time: 3:12:46.929419
- B/E: 13 / 87 , Gen_loss: -0.3483964 MI_loss: 21.06122 Detection error: 0.010772347450256348 time: 3:12:47.789929
- B/E: 14 / 87 , Gen_loss: -0.34884998 MI_loss: 21.080853 Detection error: 0.010754168033599854 time: 3:12:48.648469
- B/E: 15 / 87 , Gen_loss: -0.3607329 MI_loss: 21.88332 Detection error: 0.01072460412979126 time: 3:12:49.507975
- B/E: 16 / 87 , Gen_loss: -0.3612039 MI_loss: 21.791077 Detection error: 0.01068568229675293 time: 3:12:50.368563
- B/E: 17 / 87 , Gen_loss: -0.3518407 MI_loss: 21.28871 Detection error: 0.010680556297302246 time: 3:12:51.228246
- B/E: 18 / 87 , Gen_loss: -0.34914953 MI_loss: 21.089296 Detection error: 0.01061183214187622 time: 3:12:52.085551
- B/E: 19 / 87 , Gen_loss: -0.34052628 MI_loss: 20.79902 Detection error: 0.01061248779296875 time: 3:12:52.944362
- B/E: 20 / 87 , Gen_loss: -0.35127133 MI_loss: 21.2488 Detection error: 0.010610103607177734 time: 3:12:53.899276
- B/E: 21 / 87 , Gen_loss: -0.35802346 MI_loss: 21.883451 Detection error: 0.0106278657913208 time: 3:12:54.753515
- B/E: 22 / 87 , Gen_loss: -0.35742858 MI_loss: 21.72835 Detection error: 0.010595083236694336 time: 3:12:55.506607
- B/E: 23 / 87 , Gen_loss: -0.3527297 MI_loss: 21.257587 Detection error: 0.010579407215118408 time: 3:12:56.333246
- B/E: 24 / 87 , Gen_loss: -0.3489137 MI_loss: 21.122515 Detection error: 0.010583758354187012 time: 3:12:57.217535
- B/E: 25 / 87 , Gen_loss: -0.35679504 MI_loss: 21.48749 Detection error: 0.01056373119354248 time: 3:12:58.082831
- B/E: 26 / 87 , Gen_loss: -0.33238125 MI_loss: 20.3807 Detection error: 0.010634243488311768 time: 3:12:58.941401
- B/E: 27 / 87 , Gen_loss: -0.35478145 MI_loss: 21.551792 Detection error: 0.010645091533660889 time: 3:12:59.801026
- B/E: 28 / 87 , Gen_loss: -0.3494686 MI_loss: 21.37368 Detection error: 0.010656237602233887 time: 3:13:00.666515
- B/E: 29 / 87 , Gen_loss: -0.34522644 MI_loss: 20.992138 Detection error: 0.010671854019165039 time: 3:13:01.526356
- B/E: 30 / 87 , Gen_loss: -0.35179937 MI_loss: 21.364674 Detection error: 0.010634064674377441 time: 3:13:02.385132
- B/E: 31 / 87 , Gen_loss: -0.3575957 MI_loss: 21.744207 Detection error: 0.010612308979034424 time: 3:13:03.177308
- B/E: 32 / 87 , Gen_loss: -0.34973526 MI_loss: 21.268847 Detection error: 0.01061171293258667 time: 3:13:03.970164
- B/E: 33 / 87 , Gen_loss: -0.35163677 MI_loss: 21.303038 Detection error: 0.010598361492156982 time: 3:13:04.732432
- B/E: 34 / 87 , Gen_loss: -0.35659084 MI_loss: 21.719715 Detection error: 0.010606229305267334 time: 3:13:05.491428
- B/E: 35 / 87 , Gen_loss: -0.35405082 MI_loss: 21.463814 Detection error: 0.010569453239440918 time: 3:13:06.335915
- B/E: 36 / 87 , Gen_loss: -0.35705185 MI_loss: 21.667358 Detection error: 0.010563373565673828 time: 3:13:07.292484
- B/E: 37 / 87 , Gen_loss: -0.35715583 MI_loss: 21.645292 Detection error: 0.010548532009124756 time: 3:13:08.154611
- B/E: 38 / 87 , Gen_loss: -0.3489304 MI_loss: 21.120508 Detection error: 0.010554492473602295 time: 3:13:09.014776
- B/E: 39 / 87 , Gen_loss: -0.35024297 MI_loss: 21.151552 Detection error: 0.010548412799835205 time: 3:13:09.874869
- B/E: 40 / 87 , Gen_loss: -0.34497133 MI_loss: 20.98614 Detection error: 0.010532796382904053 time: 3:13:10.733181
- B/E: 41 / 87 , Gen_loss: -0.34976774 MI_loss: 21.182186 Detection error: 0.010530531406402588 time: 3:13:11.591832
- B/E: 42 / 87 , Gen_loss: -0.3574912 MI_loss: 21.712076 Detection error: 0.010510921478271484 time: 3:13:12.449369
- B/E: 43 / 87 , Gen_loss: -0.36186656 MI_loss: 21.810862 Detection error: 0.01051563024520874 time: 3:13:13.306964
- B/E: 44 / 87 , Gen_loss: -0.35085028 MI_loss: 21.20508 Detection error: 0.010524988174438477 time: 3:13:14.165876
- B/E: 45 / 87 , Gen_loss: -0.35279807 MI_loss: 21.440004 Detection error: 0.010537385940551758 time: 3:13:15.029959
- B/E: 46 / 87 , Gen_loss: -0.3572248 MI_loss: 21.770966 Detection error: 0.010538578033447266 time: 3:13:15.889109
- B/E: 47 / 87 , Gen_loss: -0.3666452 MI_loss: 22.163822 Detection error: 0.010531902313232422 time: 3:13:16.748894
- B/E: 48 / 87 , Gen_loss: -0.34966114 MI_loss: 21.27962 Detection error: 0.010545909404754639 time: 3:13:17.612944
- B/E: 49 / 87 , Gen_loss: -0.35250977 MI_loss: 21.297724 Detection error: 0.010557472705841064 time: 3:13:18.477804
- B/E: 50 / 87 , Gen_loss: -0.34871516 MI_loss: 21.274523 Detection error: 0.010564923286437988 time: 3:13:19.338217
- B/E: 51 / 87 , Gen_loss: -0.35526848 MI_loss: 21.582523 Detection error: 0.010563075542449951 time: 3:13:20.201310
- B/E: 52 / 87 , Gen_loss: -0.36433885 MI_loss: 22.061916 Detection error: 0.010568380355834961 time: 3:13:21.143613
- B/E: 53 / 87 , Gen_loss: -0.35285512 MI_loss: 21.431618 Detection error: 0.010590851306915283 time: 3:13:22.011737
- B/E: 54 / 87 , Gen_loss: -0.35586318 MI_loss: 21.676659 Detection error: 0.010596036911010742 time: 3:13:22.876071
- B/E: 55 / 87 , Gen_loss: -0.3437217 MI_loss: 20.759964 Detection error: 0.010570287704467773 time: 3:13:23.736131
- B/E: 56 / 87 , Gen_loss: -0.35563865 MI_loss: 21.603794 Detection error: 0.010554254055023193 time: 3:13:24.593725
- B/E: 57 / 87 , Gen_loss: -0.35352242 MI_loss: 21.448242 Detection error: 0.010549008846282959 time: 3:13:25.457531
- B/E: 58 / 87 , Gen_loss: -0.35436904 MI_loss: 21.441357 Detection error: 0.01054292917251587 time: 3:13:26.320824
- B/E: 59 / 87 , Gen_loss: -0.3569228 MI_loss: 21.632624 Detection error: 0.010556221008300781 time: 3:13:27.181265
- B/E: 60 / 87 , Gen_loss: -0.35547808 MI_loss: 21.498165 Detection error: 0.010550200939178467 time: 3:13:27.993940
- B/E: 61 / 87 , Gen_loss: -0.35187635 MI_loss: 21.490986 Detection error: 0.01054537296295166 time: 3:13:28.745638
- B/E: 62 / 87 , Gen_loss: -0.3636964 MI_loss: 22.1616 Detection error: 0.010543644428253174 time: 3:13:29.498406
- B/E: 63 / 87 , Gen_loss: -0.34599626 MI_loss: 21.033363 Detection error: 0.010552763938903809 time: 3:13:30.248296
- B/E: 64 / 87 , Gen_loss: -0.35099077 MI_loss: 21.297325 Detection error: 0.010543286800384521 time: 3:13:31.002167
- B/E: 65 / 87 , Gen_loss: -0.34432063 MI_loss: 20.828642 Detection error: 0.010541200637817383 time: 3:13:31.753627
- B/E: 66 / 87 , Gen_loss: -0.3456351 MI_loss: 20.883358 Detection error: 0.010533571243286133 time: 3:13:32.516302
- B/E: 67 / 87 , Gen_loss: -0.36076787 MI_loss: 21.854908 Detection error: 0.01053309440612793 time: 3:13:33.267025
- B/E: 68 / 87 , Gen_loss: -0.35504848 MI_loss: 21.547554 Detection error: 0.01053076982498169 time: 3:13:34.184071
- B/E: 69 / 87 , Gen_loss: -0.34461972 MI_loss: 20.842113 Detection error: 0.010534346103668213 time: 3:13:34.967265
- B/E: 70 / 87 , Gen_loss: -0.35969853 MI_loss: 21.652676 Detection error: 0.010527312755584717 time: 3:13:35.745720
- B/E: 71 / 87 , Gen_loss: -0.3395285 MI_loss: 20.542955 Detection error: 0.010529935359954834 time: 3:13:36.497130
- B/E: 72 / 87 , Gen_loss: -0.35139075 MI_loss: 21.346718 Detection error: 0.010526955127716064 time: 3:13:37.246966
- B/E: 73 / 87 , Gen_loss: -0.34808725 MI_loss: 21.06341 Detection error: 0.010523200035095215 time: 3:13:38.092866
- B/E: 74 / 87 , Gen_loss: -0.3553366 MI_loss: 21.683275 Detection error: 0.0105208158493042 time: 3:13:38.950894
- B/E: 75 / 87 , Gen_loss: -0.350406 MI_loss: 21.258942 Detection error: 0.010521352291107178 time: 3:13:39.817240
- B/E: 76 / 87 , Gen_loss: -0.3395126 MI_loss: 20.705698 Detection error: 0.010528802871704102 time: 3:13:40.682051
- B/E: 77 / 87 , Gen_loss: -0.35165894 MI_loss: 21.284172 Detection error: 0.01052767038345337 time: 3:13:41.462180
- B/E: 78 / 87 , Gen_loss: -0.3516303 MI_loss: 21.34353 Detection error: 0.010519802570343018 time: 3:13:42.210427
- B/E: 79 / 87 , Gen_loss: -0.35419038 MI_loss: 21.508934 Detection error: 0.010524630546569824 time: 3:13:43.063350
- B/E: 80 / 87 , Gen_loss: -0.36858192 MI_loss: 22.261417 Detection error: 0.010542035102844238 time: 3:13:43.920452
- B/E: 81 / 87 , Gen_loss: -0.34603912 MI_loss: 20.790287 Detection error: 0.010528564453125 time: 3:13:44.778469
- B/E: 82 / 87 , Gen_loss: -0.3496434 MI_loss: 21.198519 Detection error: 0.010523736476898193 time: 3:13:45.634654
- B/E: 83 / 87 , Gen_loss: -0.3595291 MI_loss: 21.8457 Detection error: 0.01052713394165039 time: 3:13:46.521592
- B/E: 84 / 87 , Gen_loss: -0.33861196 MI_loss: 20.562601 Detection error: 0.010526478290557861 time: 3:13:47.477886
- B/E: 85 / 87 , Gen_loss: -0.3491701 MI_loss: 21.062653 Detection error: 0.010507285594940186 time: 3:13:48.273433
- B/E: 86 / 87 , Gen_loss: -0.34314337 MI_loss: 20.77335 Detection error: 0.010511159896850586 time: 3:13:49.024409
- B/E: 87 / 87 , Gen_loss: -0.35366228 MI_loss: 21.340408 Detection error: 0.010497510433197021 time: 3:13:49.797486
- B/E: 88 / 87 , Gen_loss: -0.34999415 MI_loss: 21.141596 Detection error: 0.010481059551239014 time: 3:13:50.658106
- B/E: 89 / 87 , Gen_loss: -0.35462338 MI_loss: 21.641146 Detection error: 0.01049339771270752 time: 3:13:51.517322
- B/E: 90 / 87 , Gen_loss: -0.35194564 MI_loss: 21.334368 Detection error: 0.010487616062164307 time: 3:13:52.376000
- B/E: 91 / 87 , Gen_loss: -0.36536446 MI_loss: 22.234028 Detection error: 0.010490179061889648 time: 3:13:53.234325
- B/E: 92 / 87 , Gen_loss: -0.35198778 MI_loss: 21.250694 Detection error: 0.010478496551513672 time: 3:13:54.096412
- B/E: 93 / 87 , Gen_loss: -0.35228333 MI_loss: 21.453491 Detection error: 0.010474085807800293 time: 3:13:54.956266
- B/E: 94 / 87 , Gen_loss: -0.3451569 MI_loss: 21.12592 Detection error: 0.010491430759429932 time: 3:13:55.820603
- B/E: 95 / 87 , Gen_loss: -0.34670207 MI_loss: 21.024208 Detection error: 0.010495126247406006 time: 3:13:56.678866
- B/E: 96 / 87 , Gen_loss: -0.36320633 MI_loss: 22.001965 Detection error: 0.010495185852050781 time: 3:13:57.545416
- B/E: 97 / 87 , Gen_loss: -0.37053773 MI_loss: 22.26917 Detection error: 0.01048213243484497 time: 3:13:58.404474
- B/E: 98 / 87 , Gen_loss: -0.35132748 MI_loss: 21.163393 Detection error: 0.010468125343322754 time: 3:13:59.262110
- B/E: 99 / 87 , Gen_loss: -0.3453006 MI_loss: 20.962662 Detection error: 0.010467827320098877 time: 3:14:00.120709
- B/E: 100 / 87 , Gen_loss: -0.3531922 MI_loss: 21.45156 Detection error: 0.010475575923919678 time: 3:14:01.062313
- B/E: 101 / 87 , Gen_loss: -0.34320262 MI_loss: 20.755936 Detection error: 0.01047825813293457 time: 3:14:01.918509
- B/E: 102 / 87 , Gen_loss: -0.35309795 MI_loss: 21.51559 Detection error: 0.01047813892364502 time: 3:14:02.780611
- B/E: 103 / 87 , Gen_loss: -0.36566573 MI_loss: 22.148254 Detection error: 0.010478079319000244 time: 3:14:03.645142
- B/E: 104 / 87 , Gen_loss: -0.35173234 MI_loss: 21.358788 Detection error: 0.010479450225830078 time: 3:14:04.506429
- B/E: 105 / 87 , Gen_loss: -0.35278663 MI_loss: 21.507263 Detection error: 0.010477006435394287 time: 3:14:05.364085
- B/E: 106 / 87 , Gen_loss: -0.34570497 MI_loss: 21.037806 Detection error: 0.01048511266708374 time: 3:14:06.188438
- B/E: 107 / 87 , Gen_loss: -0.3495577 MI_loss: 21.20522 Detection error: 0.010485827922821045 time: 3:14:06.939118
- B/E: 108 / 87 , Gen_loss: -0.36755374 MI_loss: 22.352448 Detection error: 0.010489702224731445 time: 3:14:07.717415
- B/E: 109 / 87 , Gen_loss: -0.34506088 MI_loss: 20.754614 Detection error: 0.010482966899871826 time: 3:14:08.469507
- B/E: 110 / 87 , Gen_loss: -0.3550935 MI_loss: 21.546116 Detection error: 0.01046985387802124 time: 3:14:09.226839
- B/E: 111 / 87 , Gen_loss: -0.35685387 MI_loss: 21.59546 Detection error: 0.010466516017913818 time: 3:14:09.978115
- B/E: 112 / 87 , Gen_loss: -0.3579829 MI_loss: 21.625349 Detection error: 0.010467946529388428 time: 3:14:10.732825
- B/E: 113 / 87 , Gen_loss: -0.35247588 MI_loss: 21.465628 Detection error: 0.010470926761627197 time: 3:14:11.485309
- B/E: 114 / 87 , Gen_loss: -0.35454646 MI_loss: 21.548008 Detection error: 0.010471999645233154 time: 3:14:12.323098
- B/E: 115 / 87 , Gen_loss: -0.35724723 MI_loss: 21.606045 Detection error: 0.010467946529388428 time: 3:14:13.111571
- B/E: 116 / 87 , Gen_loss: -0.353926 MI_loss: 21.420664 Detection error: 0.010472238063812256 time: 3:14:14.040796
- B/E: 117 / 87 , Gen_loss: -0.35077503 MI_loss: 21.479683 Detection error: 0.010474026203155518 time: 3:14:14.929666
- B/E: 118 / 87 , Gen_loss: -0.35340592 MI_loss: 21.31351 Detection error: 0.010472416877746582 time: 3:14:15.725471
- B/E: 119 / 87 , Gen_loss: -0.3556994 MI_loss: 21.477283 Detection error: 0.010467708110809326 time: 3:14:16.569340
- B/E: 120 / 87 , Gen_loss: -0.35179794 MI_loss: 21.395723 Detection error: 0.010464847087860107 time: 3:14:17.427570
- B/E: 121 / 87 , Gen_loss: -0.3620828 MI_loss: 21.874664 Detection error: 0.010472595691680908 time: 3:14:18.292948
- B/E: 122 / 87 , Gen_loss: -0.35407007 MI_loss: 21.416073 Detection error: 0.010466694831848145 time: 3:14:19.150835
- B/E: 123 / 87 , Gen_loss: -0.34756854 MI_loss: 21.148243 Detection error: 0.010463714599609375 time: 3:14:20.011026
- B/E: 124 / 87 , Gen_loss: -0.3612222 MI_loss: 21.932344 Detection error: 0.01046377420425415 time: 3:14:20.868636
- B/E: 125 / 87 , Gen_loss: -0.35250825 MI_loss: 21.486946 Detection error: 0.010466992855072021 time: 3:14:21.747709
- B/E: 126 / 87 , Gen_loss: -0.34414938 MI_loss: 21.013142 Detection error: 0.010474145412445068 time: 3:14:22.605533
- B/E: 127 / 87 , Gen_loss: -0.35455036 MI_loss: 21.474522 Detection error: 0.010472893714904785 time: 3:14:23.381723
- B/E: 128 / 87 , Gen_loss: -0.3395197 MI_loss: 20.591473 Detection error: 0.010475516319274902 time: 3:14:24.130406
- B/E: 129 / 87 , Gen_loss: -0.35116833 MI_loss: 21.364729 Detection error: 0.01048290729522705 time: 3:14:24.965017
- B/E: 130 / 87 , Gen_loss: -0.351399 MI_loss: 21.21271 Detection error: 0.010489046573638916 time: 3:14:25.826844
- B/E: 131 / 87 , Gen_loss: -0.3508314 MI_loss: 21.241676 Detection error: 0.010489583015441895 time: 3:14:26.687223
- B/E: 132 / 87 , Gen_loss: -0.360098 MI_loss: 21.748451 Detection error: 0.010484933853149414 time: 3:14:27.644801
- B/E: 133 / 87 , Gen_loss: -0.35796776 MI_loss: 21.782078 Detection error: 0.010495364665985107 time: 3:14:28.505169
- B/E: 134 / 87 , Gen_loss: -0.35714138 MI_loss: 21.876686 Detection error: 0.010501861572265625 time: 3:14:29.364071
- B/E: 135 / 87 , Gen_loss: -0.34896153 MI_loss: 21.134214 Detection error: 0.010502994060516357 time: 3:14:30.216337
- B/E: 136 / 87 , Gen_loss: -0.35558215 MI_loss: 21.55105 Detection error: 0.010507524013519287 time: 3:14:30.965632
- B/E: 137 / 87 , Gen_loss: -0.36127254 MI_loss: 21.843815 Detection error: 0.010509967803955078 time: 3:14:31.717975
- B/E: 138 / 87 , Gen_loss: -0.35170448 MI_loss: 21.123142 Detection error: 0.01050788164138794 time: 3:14:32.556957
- B/E: 139 / 87 , Gen_loss: -0.35139185 MI_loss: 21.387121 Detection error: 0.010516524314880371 time: 3:14:33.431643
- B/E: 140 / 87 , Gen_loss: -0.3550232 MI_loss: 21.694645 Detection error: 0.010515749454498291 time: 3:14:34.276326
- B/E: 141 / 87 , Gen_loss: -0.34695882 MI_loss: 20.982265 Detection error: 0.010512113571166992 time: 3:14:35.027860
- B/E: 142 / 87 , Gen_loss: -0.35800296 MI_loss: 21.810865 Detection error: 0.01051265001296997 time: 3:14:35.782725
- B/E: 143 / 87 , Gen_loss: -0.3634606 MI_loss: 21.93502 Detection error: 0.010512351989746094 time: 3:14:36.534136
- B/E: 144 / 87 , Gen_loss: -0.3445523 MI_loss: 20.88282 Detection error: 0.01051872968673706 time: 3:14:37.386749
- B/E: 145 / 87 , Gen_loss: -0.34823626 MI_loss: 21.105 Detection error: 0.010522663593292236 time: 3:14:38.244402
- B/E: 146 / 87 , Gen_loss: -0.338926 MI_loss: 20.558367 Detection error: 0.010525107383728027 time: 3:14:39.106425
- B/E: 147 / 87 , Gen_loss: -0.3538372 MI_loss: 21.527935 Detection error: 0.010528087615966797 time: 3:14:39.964109
- B/E: 148 / 87 , Gen_loss: -0.34905115 MI_loss: 21.25588 Detection error: 0.010533571243286133 time: 3:14:40.902760
- B/E: 149 / 87 , Gen_loss: -0.36163992 MI_loss: 21.94693 Detection error: 0.010537266731262207 time: 3:14:41.758924
-
- Test Loss: 10.835284 Test Error: 0.011066675186157227
- -----
- EPOCH: 88
- B/E: 0 / 88 , Gen_loss: -0.33941105 MI_loss: 20.454683 Detection error: 0.011281251907348633 time: 3:14:43.765517
- B/E: 1 / 88 , Gen_loss: -0.33522725 MI_loss: 20.507711 Detection error: 0.011609375476837158 time: 3:14:55.006701
- B/E: 2 / 88 , Gen_loss: -0.34649554 MI_loss: 21.027485 Detection error: 0.011250019073486328 time: 3:14:55.910491
- B/E: 3 / 88 , Gen_loss: -0.35297433 MI_loss: 21.464342 Detection error: 0.011164069175720215 time: 3:14:56.770392
- B/E: 4 / 88 , Gen_loss: -0.34768915 MI_loss: 21.149971 Detection error: 0.011056244373321533 time: 3:14:57.627887
- B/E: 5 / 88 , Gen_loss: -0.34945524 MI_loss: 21.303558 Detection error: 0.01087498664855957 time: 3:14:58.483675
- B/E: 6 / 88 , Gen_loss: -0.34669387 MI_loss: 21.141945 Detection error: 0.010901808738708496 time: 3:14:59.365476
- B/E: 7 / 88 , Gen_loss: -0.35806668 MI_loss: 21.863064 Detection error: 0.010925769805908203 time: 3:15:00.224964
- B/E: 8 / 88 , Gen_loss: -0.35152563 MI_loss: 21.28402 Detection error: 0.01078122854232788 time: 3:15:01.082590
- B/E: 9 / 88 , Gen_loss: -0.35835382 MI_loss: 21.708208 Detection error: 0.010728120803833008 time: 3:15:01.940830
- B/E: 10 / 88 , Gen_loss: -0.3503384 MI_loss: 21.222595 Detection error: 0.010670483112335205 time: 3:15:02.906707
- B/E: 11 / 88 , Gen_loss: -0.36054465 MI_loss: 21.9271 Detection error: 0.01064842939376831 time: 3:15:03.764395
- B/E: 12 / 88 , Gen_loss: -0.358106 MI_loss: 21.68911 Detection error: 0.010735571384429932 time: 3:15:04.640827
- B/E: 13 / 88 , Gen_loss: -0.35679215 MI_loss: 21.662075 Detection error: 0.01075446605682373 time: 3:15:05.505623
- B/E: 14 / 88 , Gen_loss: -0.36334938 MI_loss: 21.938765 Detection error: 0.010708332061767578 time: 3:15:06.371644
- B/E: 15 / 88 , Gen_loss: -0.3541604 MI_loss: 21.497112 Detection error: 0.01072072982788086 time: 3:15:07.178689
- B/E: 16 / 88 , Gen_loss: -0.3558493 MI_loss: 21.575844 Detection error: 0.010661780834197998 time: 3:15:07.934450
- B/E: 17 / 88 , Gen_loss: -0.34788853 MI_loss: 21.178509 Detection error: 0.010647594928741455 time: 3:15:08.688114
- B/E: 18 / 88 , Gen_loss: -0.34055164 MI_loss: 20.698093 Detection error: 0.010567426681518555 time: 3:15:09.441590
- B/E: 19 / 88 , Gen_loss: -0.34615606 MI_loss: 21.086777 Detection error: 0.010590612888336182 time: 3:15:10.197122
- B/E: 20 / 88 , Gen_loss: -0.350431 MI_loss: 21.074966 Detection error: 0.010565459728240967 time: 3:15:10.951180
- B/E: 21 / 88 , Gen_loss: -0.34856817 MI_loss: 21.217146 Detection error: 0.010612189769744873 time: 3:15:11.795259
- B/E: 22 / 88 , Gen_loss: -0.35805628 MI_loss: 21.743816 Detection error: 0.010563850402832031 time: 3:15:12.656422
- B/E: 23 / 88 , Gen_loss: -0.35048118 MI_loss: 21.125607 Detection error: 0.01055598258972168 time: 3:15:13.446871
- B/E: 24 / 88 , Gen_loss: -0.35725027 MI_loss: 21.69034 Detection error: 0.01055377721786499 time: 3:15:14.199687
- B/E: 25 / 88 , Gen_loss: -0.3499786 MI_loss: 21.161865 Detection error: 0.010557711124420166 time: 3:15:15.030384
- B/E: 26 / 88 , Gen_loss: -0.34810057 MI_loss: 21.220572 Detection error: 0.010600686073303223 time: 3:15:15.788895
- B/E: 27 / 88 , Gen_loss: -0.34089893 MI_loss: 20.793087 Detection error: 0.01062166690826416 time: 3:15:16.565636
- B/E: 28 / 88 , Gen_loss: -0.36323062 MI_loss: 22.106781 Detection error: 0.010635793209075928 time: 3:15:17.323696
- B/E: 29 / 88 , Gen_loss: -0.34961635 MI_loss: 21.119198 Detection error: 0.010639607906341553 time: 3:15:18.072913
- B/E: 30 / 88 , Gen_loss: -0.35302967 MI_loss: 21.422344 Detection error: 0.010602831840515137 time: 3:15:18.863888
- B/E: 31 / 88 , Gen_loss: -0.35327506 MI_loss: 21.267714 Detection error: 0.010580062866210938 time: 3:15:19.634497
- B/E: 32 / 88 , Gen_loss: -0.35636526 MI_loss: 21.687878 Detection error: 0.01059657335281372 time: 3:15:20.388597
- B/E: 33 / 88 , Gen_loss: -0.34948313 MI_loss: 21.1331 Detection error: 0.010547816753387451 time: 3:15:21.138827
- B/E: 34 / 88 , Gen_loss: -0.36250338 MI_loss: 22.164093 Detection error: 0.01056605577468872 time: 3:15:21.969107
- B/E: 35 / 88 , Gen_loss: -0.355877 MI_loss: 21.460638 Detection error: 0.010539054870605469 time: 3:15:22.831330
- B/E: 36 / 88 , Gen_loss: -0.36243832 MI_loss: 21.938047 Detection error: 0.0105363130569458 time: 3:15:23.697388
- B/E: 37 / 88 , Gen_loss: -0.36371624 MI_loss: 22.063623 Detection error: 0.010532915592193604 time: 3:15:24.559104
- B/E: 38 / 88 , Gen_loss: -0.3486061 MI_loss: 21.319092 Detection error: 0.010545670986175537 time: 3:15:25.419209
- B/E: 39 / 88 , Gen_loss: -0.35953844 MI_loss: 21.732265 Detection error: 0.01051950454711914 time: 3:15:26.279019
- B/E: 40 / 88 , Gen_loss: -0.35817528 MI_loss: 21.817657 Detection error: 0.010519027709960938 time: 3:15:27.160344
- B/E: 41 / 88 , Gen_loss: -0.35839918 MI_loss: 21.65808 Detection error: 0.01051265001296997 time: 3:15:28.107526
- B/E: 42 / 88 , Gen_loss: -0.36404294 MI_loss: 21.960926 Detection error: 0.0104905366897583 time: 3:15:28.966615
- B/E: 43 / 88 , Gen_loss: -0.35653 MI_loss: 21.586006 Detection error: 0.010486483573913574 time: 3:15:29.824722
- B/E: 44 / 88 , Gen_loss: -0.34495777 MI_loss: 20.902245 Detection error: 0.010502755641937256 time: 3:15:30.704706
- B/E: 45 / 88 , Gen_loss: -0.35779235 MI_loss: 21.70601 Detection error: 0.010504066944122314 time: 3:15:31.567075
- B/E: 46 / 88 , Gen_loss: -0.3500883 MI_loss: 21.225246 Detection error: 0.010511279106140137 time: 3:15:32.426656
- B/E: 47 / 88 , Gen_loss: -0.35183766 MI_loss: 21.146616 Detection error: 0.010503232479095459 time: 3:15:33.284701
- B/E: 48 / 88 , Gen_loss: -0.3623488 MI_loss: 22.050901 Detection error: 0.0105210542678833 time: 3:15:34.147206
- B/E: 49 / 88 , Gen_loss: -0.35000163 MI_loss: 21.227844 Detection error: 0.01052248477935791 time: 3:15:35.005614
- B/E: 50 / 88 , Gen_loss: -0.35245678 MI_loss: 21.310572 Detection error: 0.010527551174163818 time: 3:15:35.864985
- B/E: 51 / 88 , Gen_loss: -0.3565522 MI_loss: 21.800957 Detection error: 0.010528862476348877 time: 3:15:36.722627
- B/E: 52 / 88 , Gen_loss: -0.35386544 MI_loss: 21.44271 Detection error: 0.010528862476348877 time: 3:15:37.600901
- B/E: 53 / 88 , Gen_loss: -0.34891257 MI_loss: 21.180416 Detection error: 0.010538756847381592 time: 3:15:38.459414
- B/E: 54 / 88 , Gen_loss: -0.34528786 MI_loss: 21.06043 Detection error: 0.010544896125793457 time: 3:15:39.318755
- B/E: 55 / 88 , Gen_loss: -0.3554665 MI_loss: 21.50715 Detection error: 0.010533511638641357 time: 3:15:40.179705
- B/E: 56 / 88 , Gen_loss: -0.33733442 MI_loss: 20.480408 Detection error: 0.010509848594665527 time: 3:15:41.039468
- B/E: 57 / 88 , Gen_loss: -0.3551807 MI_loss: 21.527613 Detection error: 0.010509133338928223 time: 3:15:42.000662
- B/E: 58 / 88 , Gen_loss: -0.35549054 MI_loss: 21.681578 Detection error: 0.01050424575805664 time: 3:15:42.860149
- B/E: 59 / 88 , Gen_loss: -0.35890192 MI_loss: 21.869938 Detection error: 0.010524988174438477 time: 3:15:43.717525
- B/E: 60 / 88 , Gen_loss: -0.35145816 MI_loss: 21.281345 Detection error: 0.0105133056640625 time: 3:15:44.577976
- B/E: 61 / 88 , Gen_loss: -0.3462499 MI_loss: 21.073498 Detection error: 0.01052016019821167 time: 3:15:45.440594
- B/E: 62 / 88 , Gen_loss: -0.35105437 MI_loss: 21.396627 Detection error: 0.010516881942749023 time: 3:15:46.298758
- B/E: 63 / 88 , Gen_loss: -0.35611436 MI_loss: 21.705362 Detection error: 0.010521471500396729 time: 3:15:47.158459
- B/E: 64 / 88 , Gen_loss: -0.3591472 MI_loss: 21.848305 Detection error: 0.010513484477996826 time: 3:15:48.019478
- B/E: 65 / 88 , Gen_loss: -0.3565705 MI_loss: 21.594847 Detection error: 0.010507583618164062 time: 3:15:48.882524
- B/E: 66 / 88 , Gen_loss: -0.36019802 MI_loss: 21.693058 Detection error: 0.010504662990570068 time: 3:15:49.740302
- B/E: 67 / 88 , Gen_loss: -0.35571864 MI_loss: 21.562243 Detection error: 0.010500013828277588 time: 3:15:50.598839
- B/E: 68 / 88 , Gen_loss: -0.34601086 MI_loss: 21.030376 Detection error: 0.010503172874450684 time: 3:15:51.456747
- B/E: 69 / 88 , Gen_loss: -0.34995225 MI_loss: 21.226591 Detection error: 0.010497331619262695 time: 3:15:52.317732
- B/E: 70 / 88 , Gen_loss: -0.35488942 MI_loss: 21.66007 Detection error: 0.010500431060791016 time: 3:15:53.175343
- B/E: 71 / 88 , Gen_loss: -0.3507469 MI_loss: 21.301044 Detection error: 0.010497808456420898 time: 3:15:54.032172
- B/E: 72 / 88 , Gen_loss: -0.34812453 MI_loss: 21.172153 Detection error: 0.010496139526367188 time: 3:15:54.889914
- B/E: 73 / 88 , Gen_loss: -0.34946772 MI_loss: 21.2935 Detection error: 0.010491549968719482 time: 3:15:55.833642
- B/E: 74 / 88 , Gen_loss: -0.35570768 MI_loss: 21.640905 Detection error: 0.010492086410522461 time: 3:15:56.693994
- B/E: 75 / 88 , Gen_loss: -0.34680304 MI_loss: 21.064152 Detection error: 0.010489284992218018 time: 3:15:57.557008
- B/E: 76 / 88 , Gen_loss: -0.34836978 MI_loss: 21.095718 Detection error: 0.010491490364074707 time: 3:15:58.417861
- B/E: 77 / 88 , Gen_loss: -0.35788563 MI_loss: 21.630976 Detection error: 0.01048356294631958 time: 3:15:59.285019
- B/E: 78 / 88 , Gen_loss: -0.35674417 MI_loss: 21.499193 Detection error: 0.01047426462173462 time: 3:16:00.082580
- B/E: 79 / 88 , Gen_loss: -0.34794167 MI_loss: 21.273829 Detection error: 0.010492205619812012 time: 3:16:00.833248
- B/E: 80 / 88 , Gen_loss: -0.34918022 MI_loss: 21.165562 Detection error: 0.01050347089767456 time: 3:16:01.585661
- B/E: 81 / 88 , Gen_loss: -0.34511712 MI_loss: 20.845722 Detection error: 0.010491609573364258 time: 3:16:02.345788
- B/E: 82 / 88 , Gen_loss: -0.3601789 MI_loss: 21.921276 Detection error: 0.010486841201782227 time: 3:16:03.097415
- B/E: 83 / 88 , Gen_loss: -0.3540858 MI_loss: 21.507526 Detection error: 0.010486960411071777 time: 3:16:03.934636
- B/E: 84 / 88 , Gen_loss: -0.343555 MI_loss: 20.94738 Detection error: 0.010486781597137451 time: 3:16:04.790943
- B/E: 85 / 88 , Gen_loss: -0.3491095 MI_loss: 21.158285 Detection error: 0.010474205017089844 time: 3:16:05.650190
- B/E: 86 / 88 , Gen_loss: -0.360994 MI_loss: 21.856762 Detection error: 0.010473787784576416 time: 3:16:06.431250
- B/E: 87 / 88 , Gen_loss: -0.35847488 MI_loss: 21.65879 Detection error: 0.010466277599334717 time: 3:16:07.182642
- B/E: 88 / 88 , Gen_loss: -0.36156452 MI_loss: 21.896694 Detection error: 0.010451555252075195 time: 3:16:07.936957
- B/E: 89 / 88 , Gen_loss: -0.3508005 MI_loss: 21.354004 Detection error: 0.01045900583267212 time: 3:16:08.779803
- B/E: 90 / 88 , Gen_loss: -0.35259074 MI_loss: 21.354202 Detection error: 0.010461509227752686 time: 3:16:09.560268
- B/E: 91 / 88 , Gen_loss: -0.34049907 MI_loss: 20.61443 Detection error: 0.010463297367095947 time: 3:16:10.313559
- B/E: 92 / 88 , Gen_loss: -0.35262853 MI_loss: 21.31726 Detection error: 0.01045161485671997 time: 3:16:11.086089
- B/E: 93 / 88 , Gen_loss: -0.35533014 MI_loss: 21.657923 Detection error: 0.010446786880493164 time: 3:16:11.920131
- B/E: 94 / 88 , Gen_loss: -0.35953787 MI_loss: 22.040195 Detection error: 0.01046609878540039 time: 3:16:12.800797
- B/E: 95 / 88 , Gen_loss: -0.3507764 MI_loss: 21.119438 Detection error: 0.010465145111083984 time: 3:16:13.667699
- B/E: 96 / 88 , Gen_loss: -0.35514382 MI_loss: 21.529907 Detection error: 0.010460376739501953 time: 3:16:14.530559
- B/E: 97 / 88 , Gen_loss: -0.34562293 MI_loss: 20.84877 Detection error: 0.010453760623931885 time: 3:16:15.388460
- B/E: 98 / 88 , Gen_loss: -0.36237758 MI_loss: 21.910091 Detection error: 0.010438740253448486 time: 3:16:16.270340
- B/E: 99 / 88 , Gen_loss: -0.3667714 MI_loss: 22.23222 Detection error: 0.010438144207000732 time: 3:16:17.132387
- B/E: 100 / 88 , Gen_loss: -0.35944694 MI_loss: 21.962471 Detection error: 0.010447382926940918 time: 3:16:17.989867
- B/E: 101 / 88 , Gen_loss: -0.3453995 MI_loss: 21.040329 Detection error: 0.01044917106628418 time: 3:16:18.846433
- B/E: 102 / 88 , Gen_loss: -0.34751686 MI_loss: 21.087643 Detection error: 0.010451138019561768 time: 3:16:19.639491
- B/E: 103 / 88 , Gen_loss: -0.36151335 MI_loss: 21.906178 Detection error: 0.010455846786499023 time: 3:16:20.393384
- B/E: 104 / 88 , Gen_loss: -0.35440296 MI_loss: 21.504665 Detection error: 0.010457456111907959 time: 3:16:21.145000
- B/E: 105 / 88 , Gen_loss: -0.34810206 MI_loss: 21.082886 Detection error: 0.010456085205078125 time: 3:16:21.994740
- B/E: 106 / 88 , Gen_loss: -0.34532624 MI_loss: 20.916002 Detection error: 0.01045912504196167 time: 3:16:22.810722
- B/E: 107 / 88 , Gen_loss: -0.33568007 MI_loss: 20.440422 Detection error: 0.010465860366821289 time: 3:16:23.566132
- B/E: 108 / 88 , Gen_loss: -0.3530057 MI_loss: 21.52435 Detection error: 0.010469615459442139 time: 3:16:24.395533
- B/E: 109 / 88 , Gen_loss: -0.34860888 MI_loss: 21.119919 Detection error: 0.010463893413543701 time: 3:16:25.252626
- B/E: 110 / 88 , Gen_loss: -0.35543817 MI_loss: 21.299381 Detection error: 0.010458052158355713 time: 3:16:26.109955
- B/E: 111 / 88 , Gen_loss: -0.36038116 MI_loss: 21.7064 Detection error: 0.01045006513595581 time: 3:16:26.970418
- B/E: 112 / 88 , Gen_loss: -0.36581817 MI_loss: 22.113392 Detection error: 0.01045161485671997 time: 3:16:27.830351
- B/E: 113 / 88 , Gen_loss: -0.36009413 MI_loss: 21.87754 Detection error: 0.01045149564743042 time: 3:16:28.692780
- B/E: 114 / 88 , Gen_loss: -0.35088935 MI_loss: 21.166697 Detection error: 0.010453522205352783 time: 3:16:29.553085
- B/E: 115 / 88 , Gen_loss: -0.3567016 MI_loss: 21.555117 Detection error: 0.010447442531585693 time: 3:16:30.412890
- B/E: 116 / 88 , Gen_loss: -0.3580607 MI_loss: 21.803196 Detection error: 0.010450601577758789 time: 3:16:31.273900
- B/E: 117 / 88 , Gen_loss: -0.34622136 MI_loss: 20.961355 Detection error: 0.010454714298248291 time: 3:16:32.132243
- B/E: 118 / 88 , Gen_loss: -0.34742725 MI_loss: 21.086075 Detection error: 0.010447502136230469 time: 3:16:32.990436
- B/E: 119 / 88 , Gen_loss: -0.34448683 MI_loss: 20.887398 Detection error: 0.010442972183227539 time: 3:16:33.855427
- B/E: 120 / 88 , Gen_loss: -0.35562512 MI_loss: 21.60355 Detection error: 0.010441362857818604 time: 3:16:34.716421
- B/E: 121 / 88 , Gen_loss: -0.35472417 MI_loss: 21.665857 Detection error: 0.010450303554534912 time: 3:16:35.654653
- B/E: 122 / 88 , Gen_loss: -0.35623807 MI_loss: 21.560213 Detection error: 0.010443568229675293 time: 3:16:36.511340
- B/E: 123 / 88 , Gen_loss: -0.34628776 MI_loss: 20.971643 Detection error: 0.01043546199798584 time: 3:16:37.375370
- B/E: 124 / 88 , Gen_loss: -0.3675687 MI_loss: 22.223534 Detection error: 0.010436773300170898 time: 3:16:38.236206
- B/E: 125 / 88 , Gen_loss: -0.36003533 MI_loss: 21.800793 Detection error: 0.010441958904266357 time: 3:16:39.095705
- B/E: 126 / 88 , Gen_loss: -0.3527794 MI_loss: 21.470417 Detection error: 0.010448813438415527 time: 3:16:39.954683
- B/E: 127 / 88 , Gen_loss: -0.3421307 MI_loss: 20.935883 Detection error: 0.010453641414642334 time: 3:16:40.820520
- B/E: 128 / 88 , Gen_loss: -0.3485232 MI_loss: 21.15961 Detection error: 0.010457634925842285 time: 3:16:41.679309
- B/E: 129 / 88 , Gen_loss: -0.3502418 MI_loss: 21.4007 Detection error: 0.010463476181030273 time: 3:16:42.540198
- B/E: 130 / 88 , Gen_loss: -0.3610952 MI_loss: 21.92786 Detection error: 0.010472357273101807 time: 3:16:43.402972
- B/E: 131 / 88 , Gen_loss: -0.34872591 MI_loss: 21.062778 Detection error: 0.010475873947143555 time: 3:16:44.272064
- B/E: 132 / 88 , Gen_loss: -0.34849897 MI_loss: 21.069052 Detection error: 0.010471343994140625 time: 3:16:45.131880
- B/E: 133 / 88 , Gen_loss: -0.35804322 MI_loss: 21.656517 Detection error: 0.010474324226379395 time: 3:16:45.993448
- B/E: 134 / 88 , Gen_loss: -0.35314724 MI_loss: 21.57156 Detection error: 0.010479152202606201 time: 3:16:46.856399
- B/E: 135 / 88 , Gen_loss: -0.35138682 MI_loss: 21.298088 Detection error: 0.010481595993041992 time: 3:16:47.739867
- B/E: 136 / 88 , Gen_loss: -0.36091182 MI_loss: 21.919102 Detection error: 0.010481953620910645 time: 3:16:48.603741
- B/E: 137 / 88 , Gen_loss: -0.34918818 MI_loss: 21.187998 Detection error: 0.0104827880859375 time: 3:16:49.475039
- B/E: 138 / 88 , Gen_loss: -0.35630006 MI_loss: 21.621704 Detection error: 0.010485410690307617 time: 3:16:50.324436
- B/E: 139 / 88 , Gen_loss: -0.35099554 MI_loss: 21.302336 Detection error: 0.010490834712982178 time: 3:16:51.191271
- B/E: 140 / 88 , Gen_loss: -0.36059126 MI_loss: 21.881437 Detection error: 0.010491132736206055 time: 3:16:52.002468
- B/E: 141 / 88 , Gen_loss: -0.35093582 MI_loss: 21.182682 Detection error: 0.01048809289932251 time: 3:16:52.754606
- B/E: 142 / 88 , Gen_loss: -0.3550478 MI_loss: 21.529259 Detection error: 0.010487556457519531 time: 3:16:53.506725
- B/E: 143 / 88 , Gen_loss: -0.35862434 MI_loss: 21.733898 Detection error: 0.010485470294952393 time: 3:16:54.264974
- B/E: 144 / 88 , Gen_loss: -0.35107097 MI_loss: 21.450657 Detection error: 0.010493755340576172 time: 3:16:55.037176
- B/E: 145 / 88 , Gen_loss: -0.35351467 MI_loss: 21.571573 Detection error: 0.010498046875 time: 3:16:55.786042
- B/E: 146 / 88 , Gen_loss: -0.3552333 MI_loss: 21.408215 Detection error: 0.010497450828552246 time: 3:16:56.537148
- B/E: 147 / 88 , Gen_loss: -0.3653345 MI_loss: 22.270151 Detection error: 0.010500609874725342 time: 3:16:57.294708
- B/E: 148 / 88 , Gen_loss: -0.35200226 MI_loss: 21.150684 Detection error: 0.010503768920898438 time: 3:16:58.049303
- B/E: 149 / 88 , Gen_loss: -0.3556513 MI_loss: 21.605206 Detection error: 0.010510027408599854 time: 3:16:58.806627
-
- Test Loss: 10.819775 Test Error: 0.01111668348312378
- -----
- EPOCH: 89
- B/E: 0 / 89 , Gen_loss: -0.35880044 MI_loss: 21.77339 Detection error: 0.011375010013580322 time: 3:17:00.644454
- B/E: 1 / 89 , Gen_loss: -0.34199578 MI_loss: 20.776205 Detection error: 0.011609375476837158 time: 3:17:12.040959
- B/E: 2 / 89 , Gen_loss: -0.35377446 MI_loss: 21.10529 Detection error: 0.010822892189025879 time: 3:17:13.023184
- B/E: 3 / 89 , Gen_loss: -0.3458003 MI_loss: 20.926868 Detection error: 0.010843753814697266 time: 3:17:13.915742
- B/E: 4 / 89 , Gen_loss: -0.35779297 MI_loss: 21.716875 Detection error: 0.01068127155303955 time: 3:17:14.775604
- B/E: 5 / 89 , Gen_loss: -0.35343206 MI_loss: 21.45963 Detection error: 0.010645806789398193 time: 3:17:15.636403
- B/E: 6 / 89 , Gen_loss: -0.33792043 MI_loss: 20.534931 Detection error: 0.01072770357131958 time: 3:17:16.496473
- B/E: 7 / 89 , Gen_loss: -0.35581818 MI_loss: 21.558111 Detection error: 0.01064842939376831 time: 3:17:17.355903
- B/E: 8 / 89 , Gen_loss: -0.35901242 MI_loss: 21.67632 Detection error: 0.01057291030883789 time: 3:17:18.213791
- B/E: 9 / 89 , Gen_loss: -0.3442016 MI_loss: 20.93419 Detection error: 0.01051563024520874 time: 3:17:19.076150
- B/E: 10 / 89 , Gen_loss: -0.36281037 MI_loss: 22.046059 Detection error: 0.010553956031799316 time: 3:17:19.934573
- B/E: 11 / 89 , Gen_loss: -0.36236936 MI_loss: 21.854794 Detection error: 0.010635435581207275 time: 3:17:20.793819
- B/E: 12 / 89 , Gen_loss: -0.36083636 MI_loss: 21.871042 Detection error: 0.010677874088287354 time: 3:17:21.652563
- B/E: 13 / 89 , Gen_loss: -0.35291883 MI_loss: 21.30518 Detection error: 0.010627210140228271 time: 3:17:22.516056
- B/E: 14 / 89 , Gen_loss: -0.34787926 MI_loss: 21.038052 Detection error: 0.010604143142700195 time: 3:17:23.373408
- B/E: 15 / 89 , Gen_loss: -0.3564987 MI_loss: 21.647322 Detection error: 0.01059180498123169 time: 3:17:24.231840
- B/E: 16 / 89 , Gen_loss: -0.35003233 MI_loss: 21.202394 Detection error: 0.010577201843261719 time: 3:17:25.090872
- B/E: 17 / 89 , Gen_loss: -0.35613996 MI_loss: 21.536205 Detection error: 0.010548591613769531 time: 3:17:25.979070
- B/E: 18 / 89 , Gen_loss: -0.3573529 MI_loss: 21.672096 Detection error: 0.010491788387298584 time: 3:17:26.924558
- B/E: 19 / 89 , Gen_loss: -0.34925866 MI_loss: 21.184645 Detection error: 0.010496854782104492 time: 3:17:27.782736
- B/E: 20 / 89 , Gen_loss: -0.35896528 MI_loss: 21.878134 Detection error: 0.0105208158493042 time: 3:17:28.641671
- B/E: 21 / 89 , Gen_loss: -0.35201868 MI_loss: 21.477264 Detection error: 0.010546863079071045 time: 3:17:29.510999
- B/E: 22 / 89 , Gen_loss: -0.35785 MI_loss: 21.545774 Detection error: 0.010493218898773193 time: 3:17:30.372757
- B/E: 23 / 89 , Gen_loss: -0.3532596 MI_loss: 21.41727 Detection error: 0.010488271713256836 time: 3:17:31.233959
- B/E: 24 / 89 , Gen_loss: -0.3490375 MI_loss: 21.04305 Detection error: 0.010476231575012207 time: 3:17:32.094390
- B/E: 25 / 89 , Gen_loss: -0.34899685 MI_loss: 21.031185 Detection error: 0.01047593355178833 time: 3:17:32.974765
- B/E: 26 / 89 , Gen_loss: -0.34768343 MI_loss: 21.189665 Detection error: 0.01055210828781128 time: 3:17:33.833520
- B/E: 27 / 89 , Gen_loss: -0.34221265 MI_loss: 20.705778 Detection error: 0.010552465915679932 time: 3:17:34.691368
- B/E: 28 / 89 , Gen_loss: -0.35494158 MI_loss: 21.63303 Detection error: 0.010570049285888672 time: 3:17:35.549679
- B/E: 29 / 89 , Gen_loss: -0.35334906 MI_loss: 21.201172 Detection error: 0.010583341121673584 time: 3:17:36.384361
- B/E: 30 / 89 , Gen_loss: -0.35301626 MI_loss: 21.53601 Detection error: 0.010574579238891602 time: 3:17:37.137630
- B/E: 31 / 89 , Gen_loss: -0.3470065 MI_loss: 20.958668 Detection error: 0.010536134243011475 time: 3:17:37.989207
- B/E: 32 / 89 , Gen_loss: -0.35780373 MI_loss: 21.575111 Detection error: 0.010535061359405518 time: 3:17:38.741834
- B/E: 33 / 89 , Gen_loss: -0.35371363 MI_loss: 21.559114 Detection error: 0.01052391529083252 time: 3:17:39.492037
- B/E: 34 / 89 , Gen_loss: -0.35366145 MI_loss: 21.505959 Detection error: 0.010523200035095215 time: 3:17:40.247959
- B/E: 35 / 89 , Gen_loss: -0.35243383 MI_loss: 21.23309 Detection error: 0.01050865650177002 time: 3:17:41.001339
- B/E: 36 / 89 , Gen_loss: -0.35521734 MI_loss: 21.453568 Detection error: 0.010491549968719482 time: 3:17:41.764530
- B/E: 37 / 89 , Gen_loss: -0.35823017 MI_loss: 21.706085 Detection error: 0.010491788387298584 time: 3:17:42.525944
- B/E: 38 / 89 , Gen_loss: -0.35235655 MI_loss: 21.336903 Detection error: 0.010514438152313232 time: 3:17:43.279220
- B/E: 39 / 89 , Gen_loss: -0.35035786 MI_loss: 21.2359 Detection error: 0.010492980480194092 time: 3:17:44.034461
- B/E: 40 / 89 , Gen_loss: -0.36189604 MI_loss: 21.893188 Detection error: 0.010483980178833008 time: 3:17:44.792926
- B/E: 41 / 89 , Gen_loss: -0.36054194 MI_loss: 21.979908 Detection error: 0.01048588752746582 time: 3:17:45.678306
- B/E: 42 / 89 , Gen_loss: -0.34757432 MI_loss: 21.030777 Detection error: 0.010474562644958496 time: 3:17:46.478227
- B/E: 43 / 89 , Gen_loss: -0.35406134 MI_loss: 21.466022 Detection error: 0.010470151901245117 time: 3:17:47.234459
- B/E: 44 / 89 , Gen_loss: -0.35802844 MI_loss: 21.712954 Detection error: 0.01048058271408081 time: 3:17:47.985691
- B/E: 45 / 89 , Gen_loss: -0.3539715 MI_loss: 21.520657 Detection error: 0.010479629039764404 time: 3:17:48.738011
- B/E: 46 / 89 , Gen_loss: -0.3558301 MI_loss: 21.681402 Detection error: 0.010484039783477783 time: 3:17:49.492610
- B/E: 47 / 89 , Gen_loss: -0.35222596 MI_loss: 21.264763 Detection error: 0.010478496551513672 time: 3:17:50.344553
- B/E: 48 / 89 , Gen_loss: -0.3473786 MI_loss: 21.16229 Detection error: 0.010487854480743408 time: 3:17:51.286147
- B/E: 49 / 89 , Gen_loss: -0.3516442 MI_loss: 21.388458 Detection error: 0.010488748550415039 time: 3:17:52.080093
- B/E: 50 / 89 , Gen_loss: -0.34715733 MI_loss: 21.053919 Detection error: 0.010503649711608887 time: 3:17:52.935359
- B/E: 51 / 89 , Gen_loss: -0.3507142 MI_loss: 21.447872 Detection error: 0.010502398014068604 time: 3:17:53.797172
- B/E: 52 / 89 , Gen_loss: -0.35429102 MI_loss: 21.541294 Detection error: 0.010507047176361084 time: 3:17:54.655611
- B/E: 53 / 89 , Gen_loss: -0.35504818 MI_loss: 21.545494 Detection error: 0.01052027940750122 time: 3:17:55.513871
- B/E: 54 / 89 , Gen_loss: -0.35241696 MI_loss: 21.341114 Detection error: 0.010513663291931152 time: 3:17:56.377590
- B/E: 55 / 89 , Gen_loss: -0.3586818 MI_loss: 22.00496 Detection error: 0.010512828826904297 time: 3:17:57.238662
- B/E: 56 / 89 , Gen_loss: -0.3558867 MI_loss: 21.470566 Detection error: 0.010494530200958252 time: 3:17:58.100036
- B/E: 57 / 89 , Gen_loss: -0.36444792 MI_loss: 22.185299 Detection error: 0.010487079620361328 time: 3:17:58.973568
- B/E: 58 / 89 , Gen_loss: -0.35760602 MI_loss: 21.729027 Detection error: 0.010479867458343506 time: 3:17:59.831422
- B/E: 59 / 89 , Gen_loss: -0.3528302 MI_loss: 21.356754 Detection error: 0.010498464107513428 time: 3:18:00.699925
- B/E: 60 / 89 , Gen_loss: -0.35255793 MI_loss: 21.346453 Detection error: 0.010496914386749268 time: 3:18:01.487637
- B/E: 61 / 89 , Gen_loss: -0.35724172 MI_loss: 21.599691 Detection error: 0.010484874248504639 time: 3:18:02.320683
- B/E: 62 / 89 , Gen_loss: -0.3557001 MI_loss: 21.748423 Detection error: 0.010494530200958252 time: 3:18:03.180974
- B/E: 63 / 89 , Gen_loss: -0.35407552 MI_loss: 21.456982 Detection error: 0.010486304759979248 time: 3:18:04.145969
- B/E: 64 / 89 , Gen_loss: -0.36014384 MI_loss: 21.77284 Detection error: 0.010482192039489746 time: 3:18:05.019040
- B/E: 65 / 89 , Gen_loss: -0.35039556 MI_loss: 21.173456 Detection error: 0.01048576831817627 time: 3:18:05.877851
- B/E: 66 / 89 , Gen_loss: -0.35742483 MI_loss: 21.679935 Detection error: 0.010483205318450928 time: 3:18:06.737592
- B/E: 67 / 89 , Gen_loss: -0.36465082 MI_loss: 22.101961 Detection error: 0.010471045970916748 time: 3:18:07.558873
- B/E: 68 / 89 , Gen_loss: -0.35243332 MI_loss: 21.364231 Detection error: 0.010474205017089844 time: 3:18:08.419844
- B/E: 69 / 89 , Gen_loss: -0.3481373 MI_loss: 21.163975 Detection error: 0.010474085807800293 time: 3:18:09.277274
- B/E: 70 / 89 , Gen_loss: -0.3567939 MI_loss: 21.69928 Detection error: 0.010468721389770508 time: 3:18:10.135489
- B/E: 71 / 89 , Gen_loss: -0.3450728 MI_loss: 21.008259 Detection error: 0.010476112365722656 time: 3:18:11.015464
- B/E: 72 / 89 , Gen_loss: -0.35890782 MI_loss: 21.75951 Detection error: 0.010471343994140625 time: 3:18:11.877730
- B/E: 73 / 89 , Gen_loss: -0.35955736 MI_loss: 21.77959 Detection error: 0.01046663522720337 time: 3:18:12.737745
- B/E: 74 / 89 , Gen_loss: -0.36158675 MI_loss: 21.957523 Detection error: 0.010464191436767578 time: 3:18:13.595351
- B/E: 75 / 89 , Gen_loss: -0.34755796 MI_loss: 21.154732 Detection error: 0.010460913181304932 time: 3:18:14.481643
- B/E: 76 / 89 , Gen_loss: -0.3386824 MI_loss: 20.598059 Detection error: 0.010467112064361572 time: 3:18:15.342632
- B/E: 77 / 89 , Gen_loss: -0.35103953 MI_loss: 21.30869 Detection error: 0.010467946529388428 time: 3:18:16.200810
- B/E: 78 / 89 , Gen_loss: -0.361973 MI_loss: 21.924503 Detection error: 0.010464012622833252 time: 3:18:17.059677
- B/E: 79 / 89 , Gen_loss: -0.35449904 MI_loss: 21.405085 Detection error: 0.010470688343048096 time: 3:18:18.017858
- B/E: 80 / 89 , Gen_loss: -0.3538308 MI_loss: 21.37788 Detection error: 0.010472595691680908 time: 3:18:18.882301
- B/E: 81 / 89 , Gen_loss: -0.35446003 MI_loss: 21.496338 Detection error: 0.0104714035987854 time: 3:18:19.743703
- B/E: 82 / 89 , Gen_loss: -0.35399306 MI_loss: 21.426323 Detection error: 0.010469138622283936 time: 3:18:20.607925
- B/E: 83 / 89 , Gen_loss: -0.35745642 MI_loss: 21.710468 Detection error: 0.010469138622283936 time: 3:18:21.470138
- B/E: 84 / 89 , Gen_loss: -0.34663668 MI_loss: 21.100624 Detection error: 0.010468721389770508 time: 3:18:22.330672
- B/E: 85 / 89 , Gen_loss: -0.35434043 MI_loss: 21.406652 Detection error: 0.010455310344696045 time: 3:18:23.190508
- B/E: 86 / 89 , Gen_loss: -0.3500417 MI_loss: 21.30765 Detection error: 0.010455071926116943 time: 3:18:23.992645
- B/E: 87 / 89 , Gen_loss: -0.35011163 MI_loss: 21.205639 Detection error: 0.010441422462463379 time: 3:18:24.745179
- B/E: 88 / 89 , Gen_loss: -0.3655173 MI_loss: 21.98479 Detection error: 0.010428369045257568 time: 3:18:25.513087
- B/E: 89 / 89 , Gen_loss: -0.35532314 MI_loss: 21.57596 Detection error: 0.010440289974212646 time: 3:18:26.266067
- B/E: 90 / 89 , Gen_loss: -0.36535975 MI_loss: 22.098549 Detection error: 0.010433375835418701 time: 3:18:27.016136
- B/E: 91 / 89 , Gen_loss: -0.3501304 MI_loss: 21.27394 Detection error: 0.010441601276397705 time: 3:18:27.768792
- B/E: 92 / 89 , Gen_loss: -0.33891785 MI_loss: 20.48683 Detection error: 0.010427415370941162 time: 3:18:28.519698
- B/E: 93 / 89 , Gen_loss: -0.356579 MI_loss: 21.781116 Detection error: 0.01042485237121582 time: 3:18:29.279264
- B/E: 94 / 89 , Gen_loss: -0.350708 MI_loss: 21.30357 Detection error: 0.01044374704360962 time: 3:18:30.031391
- B/E: 95 / 89 , Gen_loss: -0.3649329 MI_loss: 22.245777 Detection error: 0.010447561740875244 time: 3:18:30.880593
- B/E: 96 / 89 , Gen_loss: -0.36747712 MI_loss: 22.337128 Detection error: 0.010440707206726074 time: 3:18:31.730047
- B/E: 97 / 89 , Gen_loss: -0.35832 MI_loss: 21.594055 Detection error: 0.010433375835418701 time: 3:18:32.592390
- B/E: 98 / 89 , Gen_loss: -0.35542318 MI_loss: 21.477148 Detection error: 0.010421395301818848 time: 3:18:33.452747
- B/E: 99 / 89 , Gen_loss: -0.35610938 MI_loss: 21.572702 Detection error: 0.010425329208374023 time: 3:18:34.312319
- B/E: 100 / 89 , Gen_loss: -0.36070108 MI_loss: 21.975136 Detection error: 0.010428547859191895 time: 3:18:35.173951
- B/E: 101 / 89 , Gen_loss: -0.3531268 MI_loss: 21.465992 Detection error: 0.010433495044708252 time: 3:18:36.035227
- B/E: 102 / 89 , Gen_loss: -0.35715306 MI_loss: 21.72814 Detection error: 0.010438740253448486 time: 3:18:36.892058
- B/E: 103 / 89 , Gen_loss: -0.3666073 MI_loss: 22.336561 Detection error: 0.010439932346343994 time: 3:18:37.749398
- B/E: 104 / 89 , Gen_loss: -0.35174656 MI_loss: 21.340477 Detection error: 0.010438382625579834 time: 3:18:38.606799
- B/E: 105 / 89 , Gen_loss: -0.35041273 MI_loss: 21.291649 Detection error: 0.01043015718460083 time: 3:18:39.472524
- B/E: 106 / 89 , Gen_loss: -0.35329297 MI_loss: 21.267448 Detection error: 0.010431647300720215 time: 3:18:40.334276
- B/E: 107 / 89 , Gen_loss: -0.34823424 MI_loss: 21.093586 Detection error: 0.010434329509735107 time: 3:18:41.194304
- B/E: 108 / 89 , Gen_loss: -0.35901105 MI_loss: 21.741528 Detection error: 0.010440051555633545 time: 3:18:42.054905
- B/E: 109 / 89 , Gen_loss: -0.3502599 MI_loss: 21.21694 Detection error: 0.010440349578857422 time: 3:18:42.921155
- B/E: 110 / 89 , Gen_loss: -0.3580663 MI_loss: 21.579803 Detection error: 0.010425984859466553 time: 3:18:43.784144
- B/E: 111 / 89 , Gen_loss: -0.36491364 MI_loss: 22.105501 Detection error: 0.010422706604003906 time: 3:18:44.729506
- B/E: 112 / 89 , Gen_loss: -0.35718018 MI_loss: 21.60326 Detection error: 0.010423421859741211 time: 3:18:45.590229
- B/E: 113 / 89 , Gen_loss: -0.35712114 MI_loss: 21.734528 Detection error: 0.0104292631149292 time: 3:18:46.458648
- B/E: 114 / 89 , Gen_loss: -0.3505102 MI_loss: 21.233232 Detection error: 0.010429918766021729 time: 3:18:47.319249
- B/E: 115 / 89 , Gen_loss: -0.35562894 MI_loss: 21.386427 Detection error: 0.010432898998260498 time: 3:18:48.179041
- B/E: 116 / 89 , Gen_loss: -0.35867396 MI_loss: 21.733044 Detection error: 0.010431647300720215 time: 3:18:49.039966
- B/E: 117 / 89 , Gen_loss: -0.34491324 MI_loss: 21.119684 Detection error: 0.010433554649353027 time: 3:18:49.920863
- B/E: 118 / 89 , Gen_loss: -0.34989402 MI_loss: 21.147448 Detection error: 0.010428845882415771 time: 3:18:50.779440
- B/E: 119 / 89 , Gen_loss: -0.35414422 MI_loss: 21.360487 Detection error: 0.01042550802230835 time: 3:18:51.640038
- B/E: 120 / 89 , Gen_loss: -0.35203776 MI_loss: 21.395546 Detection error: 0.01042407751083374 time: 3:18:52.499397
- B/E: 121 / 89 , Gen_loss: -0.3635045 MI_loss: 22.009796 Detection error: 0.010430097579956055 time: 3:18:53.357956
- B/E: 122 / 89 , Gen_loss: -0.36032546 MI_loss: 21.829039 Detection error: 0.010429143905639648 time: 3:18:54.230344
- B/E: 123 / 89 , Gen_loss: -0.3433842 MI_loss: 20.770163 Detection error: 0.010419368743896484 time: 3:18:55.092401
- B/E: 124 / 89 , Gen_loss: -0.3581571 MI_loss: 21.763716 Detection error: 0.010425269603729248 time: 3:18:55.954477
- B/E: 125 / 89 , Gen_loss: -0.35074618 MI_loss: 21.254513 Detection error: 0.010427594184875488 time: 3:18:56.816154
- B/E: 126 / 89 , Gen_loss: -0.3583595 MI_loss: 21.7549 Detection error: 0.010434329509735107 time: 3:18:57.679026
- B/E: 127 / 89 , Gen_loss: -0.35330215 MI_loss: 21.457678 Detection error: 0.010430395603179932 time: 3:18:58.637190
- B/E: 128 / 89 , Gen_loss: -0.3571997 MI_loss: 21.619337 Detection error: 0.010437726974487305 time: 3:18:59.496275
- B/E: 129 / 89 , Gen_loss: -0.3605709 MI_loss: 21.762651 Detection error: 0.010444462299346924 time: 3:19:00.360934
- B/E: 130 / 89 , Gen_loss: -0.36136103 MI_loss: 21.91023 Detection error: 0.010452747344970703 time: 3:19:01.219242
- B/E: 131 / 89 , Gen_loss: -0.35865 MI_loss: 21.719643 Detection error: 0.010456681251525879 time: 3:19:02.079915
- B/E: 132 / 89 , Gen_loss: -0.35676098 MI_loss: 21.692776 Detection error: 0.010455846786499023 time: 3:19:02.938935
- B/E: 133 / 89 , Gen_loss: -0.36129412 MI_loss: 21.887798 Detection error: 0.01045846939086914 time: 3:19:03.801408
- B/E: 134 / 89 , Gen_loss: -0.35255644 MI_loss: 21.52412 Detection error: 0.010468065738677979 time: 3:19:04.687308
- B/E: 135 / 89 , Gen_loss: -0.3559286 MI_loss: 21.498175 Detection error: 0.010468065738677979 time: 3:19:05.554068
- B/E: 136 / 89 , Gen_loss: -0.35576123 MI_loss: 21.648037 Detection error: 0.01046830415725708 time: 3:19:06.370145
- B/E: 137 / 89 , Gen_loss: -0.34876803 MI_loss: 21.224106 Detection error: 0.010468542575836182 time: 3:19:07.134226
- B/E: 138 / 89 , Gen_loss: -0.3579035 MI_loss: 21.9553 Detection error: 0.010475695133209229 time: 3:19:07.891836
- B/E: 139 / 89 , Gen_loss: -0.35477412 MI_loss: 21.516283 Detection error: 0.01048213243484497 time: 3:19:08.642415
- B/E: 140 / 89 , Gen_loss: -0.3464926 MI_loss: 21.056484 Detection error: 0.010480284690856934 time: 3:19:09.393999
- B/E: 141 / 89 , Gen_loss: -0.3575265 MI_loss: 21.55608 Detection error: 0.010478854179382324 time: 3:19:10.232787
- B/E: 142 / 89 , Gen_loss: -0.35390064 MI_loss: 21.389576 Detection error: 0.010475754737854004 time: 3:19:11.095913
- B/E: 143 / 89 , Gen_loss: -0.36403415 MI_loss: 22.048409 Detection error: 0.01047438383102417 time: 3:19:12.042580
- B/E: 144 / 89 , Gen_loss: -0.35072505 MI_loss: 21.283524 Detection error: 0.01048213243484497 time: 3:19:12.903417
- B/E: 145 / 89 , Gen_loss: -0.3560365 MI_loss: 21.42277 Detection error: 0.01048266887664795 time: 3:19:13.764322
- B/E: 146 / 89 , Gen_loss: -0.34516686 MI_loss: 20.930616 Detection error: 0.010484278202056885 time: 3:19:14.629381
- B/E: 147 / 89 , Gen_loss: -0.35774285 MI_loss: 21.495428 Detection error: 0.010487973690032959 time: 3:19:15.489841
- B/E: 148 / 89 , Gen_loss: -0.3506096 MI_loss: 21.167484 Detection error: 0.010487198829650879 time: 3:19:16.279949
- B/E: 149 / 89 , Gen_loss: -0.35143602 MI_loss: 21.4203 Detection error: 0.010494589805603027 time: 3:19:17.049626
-
- Test Loss: 10.810505 Test Error: 0.010941684246063232
- -----
- EPOCH: 90
- B/E: 0 / 90 , Gen_loss: -0.3564095 MI_loss: 21.783604 Detection error: 0.011156260967254639 time: 3:19:18.901556
- B/E: 1 / 90 , Gen_loss: -0.34723762 MI_loss: 21.198023 Detection error: 0.011578142642974854 time: 3:19:30.480025
- B/E: 2 / 90 , Gen_loss: -0.34951228 MI_loss: 20.890284 Detection error: 0.011072933673858643 time: 3:19:31.373954
- B/E: 3 / 90 , Gen_loss: -0.34759182 MI_loss: 21.039839 Detection error: 0.010882794857025146 time: 3:19:32.234094
- B/E: 4 / 90 , Gen_loss: -0.35622832 MI_loss: 21.466507 Detection error: 0.01070624589920044 time: 3:19:33.097530
- B/E: 5 / 90 , Gen_loss: -0.35130742 MI_loss: 21.475714 Detection error: 0.010677099227905273 time: 3:19:34.053738
- B/E: 6 / 90 , Gen_loss: -0.35716456 MI_loss: 21.542171 Detection error: 0.010830342769622803 time: 3:19:34.918050
- B/E: 7 / 90 , Gen_loss: -0.34478706 MI_loss: 21.01749 Detection error: 0.010808587074279785 time: 3:19:35.778075
- B/E: 8 / 90 , Gen_loss: -0.35752204 MI_loss: 21.653727 Detection error: 0.010687470436096191 time: 3:19:36.636439
- B/E: 9 / 90 , Gen_loss: -0.35669854 MI_loss: 21.63644 Detection error: 0.010615646839141846 time: 3:19:37.496523
- B/E: 10 / 90 , Gen_loss: -0.35980448 MI_loss: 22.001755 Detection error: 0.010610818862915039 time: 3:19:38.358298
- B/E: 11 / 90 , Gen_loss: -0.34621653 MI_loss: 20.96172 Detection error: 0.0106276273727417 time: 3:19:39.144187
- B/E: 12 / 90 , Gen_loss: -0.3621355 MI_loss: 21.864868 Detection error: 0.010663449764251709 time: 3:19:39.895246
- B/E: 13 / 90 , Gen_loss: -0.35379633 MI_loss: 21.491108 Detection error: 0.010689735412597656 time: 3:19:40.689972
- B/E: 14 / 90 , Gen_loss: -0.34799185 MI_loss: 20.934832 Detection error: 0.01068127155303955 time: 3:19:41.440583
- B/E: 15 / 90 , Gen_loss: -0.3538291 MI_loss: 21.480106 Detection error: 0.010669946670532227 time: 3:19:42.292019
- B/E: 16 / 90 , Gen_loss: -0.36175287 MI_loss: 21.809616 Detection error: 0.010628700256347656 time: 3:19:43.153376
- B/E: 17 / 90 , Gen_loss: -0.35410678 MI_loss: 21.517052 Detection error: 0.010635435581207275 time: 3:19:43.934195
- B/E: 18 / 90 , Gen_loss: -0.34897044 MI_loss: 21.04722 Detection error: 0.01056581735610962 time: 3:19:44.688602
- B/E: 19 / 90 , Gen_loss: -0.35249755 MI_loss: 21.360863 Detection error: 0.010571897029876709 time: 3:19:45.446836
- B/E: 20 / 90 , Gen_loss: -0.35414854 MI_loss: 21.51482 Detection error: 0.010601162910461426 time: 3:19:46.279514
- B/E: 21 / 90 , Gen_loss: -0.35769382 MI_loss: 21.824493 Detection error: 0.010593771934509277 time: 3:19:47.032515
- B/E: 22 / 90 , Gen_loss: -0.36408263 MI_loss: 22.107498 Detection error: 0.010557055473327637 time: 3:19:47.837221
- B/E: 23 / 90 , Gen_loss: -0.35986376 MI_loss: 21.617916 Detection error: 0.010544300079345703 time: 3:19:48.591486
- B/E: 24 / 90 , Gen_loss: -0.352941 MI_loss: 21.399607 Detection error: 0.010546267032623291 time: 3:19:49.342847
- B/E: 25 / 90 , Gen_loss: -0.34581643 MI_loss: 20.984138 Detection error: 0.010568499565124512 time: 3:19:50.092956
- B/E: 26 / 90 , Gen_loss: -0.3450994 MI_loss: 21.014894 Detection error: 0.010598361492156982 time: 3:19:50.845248
- B/E: 27 / 90 , Gen_loss: -0.353195 MI_loss: 21.558455 Detection error: 0.010622739791870117 time: 3:19:51.682308
- B/E: 28 / 90 , Gen_loss: -0.34462318 MI_loss: 20.869705 Detection error: 0.010620713233947754 time: 3:19:52.471342
- B/E: 29 / 90 , Gen_loss: -0.3558895 MI_loss: 21.626482 Detection error: 0.010645806789398193 time: 3:19:53.343393
- B/E: 30 / 90 , Gen_loss: -0.3504119 MI_loss: 21.23182 Detection error: 0.010608851909637451 time: 3:19:54.201779
- B/E: 31 / 90 , Gen_loss: -0.3439984 MI_loss: 20.79865 Detection error: 0.010582983493804932 time: 3:19:55.063270
- B/E: 32 / 90 , Gen_loss: -0.3521182 MI_loss: 21.289268 Detection error: 0.01058804988861084 time: 3:19:55.886608
- B/E: 33 / 90 , Gen_loss: -0.35125852 MI_loss: 21.355694 Detection error: 0.010560691356658936 time: 3:19:56.653138
- B/E: 34 / 90 , Gen_loss: -0.34897682 MI_loss: 21.131601 Detection error: 0.01056605577468872 time: 3:19:57.525653
- B/E: 35 / 90 , Gen_loss: -0.35191816 MI_loss: 21.178818 Detection error: 0.010529518127441406 time: 3:19:58.383752
- B/E: 36 / 90 , Gen_loss: -0.3535209 MI_loss: 21.390144 Detection error: 0.01051861047744751 time: 3:19:59.286199
- B/E: 37 / 90 , Gen_loss: -0.35874537 MI_loss: 21.79981 Detection error: 0.010516464710235596 time: 3:20:00.102161
- B/E: 38 / 90 , Gen_loss: -0.33922413 MI_loss: 20.710846 Detection error: 0.010527253150939941 time: 3:20:00.963762
- B/E: 39 / 90 , Gen_loss: -0.35202214 MI_loss: 21.233961 Detection error: 0.010494530200958252 time: 3:20:01.821278
- B/E: 40 / 90 , Gen_loss: -0.3537502 MI_loss: 21.537352 Detection error: 0.010492384433746338 time: 3:20:02.689459
- B/E: 41 / 90 , Gen_loss: -0.35368073 MI_loss: 21.225372 Detection error: 0.01048588752746582 time: 3:20:03.550240
- B/E: 42 / 90 , Gen_loss: -0.34148687 MI_loss: 20.590069 Detection error: 0.01047748327255249 time: 3:20:04.334802
- B/E: 43 / 90 , Gen_loss: -0.36320576 MI_loss: 21.864094 Detection error: 0.01047372817993164 time: 3:20:05.161795
- B/E: 44 / 90 , Gen_loss: -0.35816893 MI_loss: 21.811958 Detection error: 0.010484039783477783 time: 3:20:06.042245
- B/E: 45 / 90 , Gen_loss: -0.34962583 MI_loss: 21.262531 Detection error: 0.010494589805603027 time: 3:20:06.887292
- B/E: 46 / 90 , Gen_loss: -0.34934086 MI_loss: 21.187963 Detection error: 0.010493338108062744 time: 3:20:07.704775
- B/E: 47 / 90 , Gen_loss: -0.34856182 MI_loss: 21.160744 Detection error: 0.010482430458068848 time: 3:20:08.562070
- B/E: 48 / 90 , Gen_loss: -0.35288942 MI_loss: 21.569221 Detection error: 0.0105019211769104 time: 3:20:09.420791
- B/E: 49 / 90 , Gen_loss: -0.3511785 MI_loss: 21.415577 Detection error: 0.010510027408599854 time: 3:20:10.282148
- B/E: 50 / 90 , Gen_loss: -0.35077608 MI_loss: 21.157656 Detection error: 0.010507345199584961 time: 3:20:11.141719
- B/E: 51 / 90 , Gen_loss: -0.35458475 MI_loss: 21.647408 Detection error: 0.010509014129638672 time: 3:20:12.000262
- B/E: 52 / 90 , Gen_loss: -0.35435846 MI_loss: 21.40568 Detection error: 0.010513544082641602 time: 3:20:12.959073
- B/E: 53 / 90 , Gen_loss: -0.36504635 MI_loss: 22.18325 Detection error: 0.010529518127441406 time: 3:20:13.824132
- B/E: 54 / 90 , Gen_loss: -0.35499457 MI_loss: 21.609255 Detection error: 0.010526120662689209 time: 3:20:14.684714
- B/E: 55 / 90 , Gen_loss: -0.3645769 MI_loss: 22.084862 Detection error: 0.010512292385101318 time: 3:20:15.542288
- B/E: 56 / 90 , Gen_loss: -0.359121 MI_loss: 21.839344 Detection error: 0.010494530200958252 time: 3:20:16.413688
- B/E: 57 / 90 , Gen_loss: -0.3660273 MI_loss: 22.206854 Detection error: 0.010485470294952393 time: 3:20:17.274260
- B/E: 58 / 90 , Gen_loss: -0.3528605 MI_loss: 21.373768 Detection error: 0.010470330715179443 time: 3:20:18.134501
- B/E: 59 / 90 , Gen_loss: -0.34809634 MI_loss: 21.140535 Detection error: 0.010498464107513428 time: 3:20:18.993462
- B/E: 60 / 90 , Gen_loss: -0.3510162 MI_loss: 21.138237 Detection error: 0.01048821210861206 time: 3:20:19.853692
- B/E: 61 / 90 , Gen_loss: -0.35089046 MI_loss: 21.270536 Detection error: 0.010486364364624023 time: 3:20:20.716580
- B/E: 62 / 90 , Gen_loss: -0.36102304 MI_loss: 21.965088 Detection error: 0.010494530200958252 time: 3:20:21.578332
- B/E: 63 / 90 , Gen_loss: -0.3569874 MI_loss: 21.695503 Detection error: 0.010488271713256836 time: 3:20:22.438839
- B/E: 64 / 90 , Gen_loss: -0.3484505 MI_loss: 21.151573 Detection error: 0.010476469993591309 time: 3:20:23.298236
- B/E: 65 / 90 , Gen_loss: -0.34758162 MI_loss: 21.125114 Detection error: 0.010471582412719727 time: 3:20:24.161673
- B/E: 66 / 90 , Gen_loss: -0.36519438 MI_loss: 22.231602 Detection error: 0.010473906993865967 time: 3:20:25.022068
- B/E: 67 / 90 , Gen_loss: -0.3666262 MI_loss: 22.057472 Detection error: 0.01045680046081543 time: 3:20:25.881425
- B/E: 68 / 90 , Gen_loss: -0.3469897 MI_loss: 20.944569 Detection error: 0.010469675064086914 time: 3:20:26.824308
- B/E: 69 / 90 , Gen_loss: -0.3603831 MI_loss: 21.845821 Detection error: 0.010477244853973389 time: 3:20:27.690937
- B/E: 70 / 90 , Gen_loss: -0.35803446 MI_loss: 21.721394 Detection error: 0.010470092296600342 time: 3:20:28.552551
- B/E: 71 / 90 , Gen_loss: -0.34994882 MI_loss: 21.288887 Detection error: 0.010472655296325684 time: 3:20:29.414405
- B/E: 72 / 90 , Gen_loss: -0.36319128 MI_loss: 22.08639 Detection error: 0.010473430156707764 time: 3:20:30.217163
- B/E: 73 / 90 , Gen_loss: -0.3393619 MI_loss: 20.48461 Detection error: 0.010467052459716797 time: 3:20:31.071506
- B/E: 74 / 90 , Gen_loss: -0.35532454 MI_loss: 21.717918 Detection error: 0.010461270809173584 time: 3:20:31.930049
- B/E: 75 / 90 , Gen_loss: -0.35609892 MI_loss: 21.587437 Detection error: 0.010464251041412354 time: 3:20:32.787605
- B/E: 76 / 90 , Gen_loss: -0.3515893 MI_loss: 21.345955 Detection error: 0.010469973087310791 time: 3:20:33.646569
- B/E: 77 / 90 , Gen_loss: -0.35779843 MI_loss: 21.751068 Detection error: 0.01046675443649292 time: 3:20:34.516554
- B/E: 78 / 90 , Gen_loss: -0.35003066 MI_loss: 21.134914 Detection error: 0.010460853576660156 time: 3:20:35.380018
- B/E: 79 / 90 , Gen_loss: -0.34919414 MI_loss: 21.085457 Detection error: 0.01047736406326294 time: 3:20:36.241962
- B/E: 80 / 90 , Gen_loss: -0.35526562 MI_loss: 21.682865 Detection error: 0.010486900806427002 time: 3:20:37.106008
- B/E: 81 / 90 , Gen_loss: -0.35588083 MI_loss: 21.448248 Detection error: 0.01047903299331665 time: 3:20:37.995370
- B/E: 82 / 90 , Gen_loss: -0.35852718 MI_loss: 21.64849 Detection error: 0.01047515869140625 time: 3:20:38.855436
- B/E: 83 / 90 , Gen_loss: -0.34750718 MI_loss: 21.005812 Detection error: 0.010474681854248047 time: 3:20:39.715593
- B/E: 84 / 90 , Gen_loss: -0.34677634 MI_loss: 21.072605 Detection error: 0.010474622249603271 time: 3:20:40.669580
- B/E: 85 / 90 , Gen_loss: -0.35790852 MI_loss: 21.707071 Detection error: 0.010461509227752686 time: 3:20:41.542184
- B/E: 86 / 90 , Gen_loss: -0.3487152 MI_loss: 21.132666 Detection error: 0.010460853576660156 time: 3:20:42.403864
- B/E: 87 / 90 , Gen_loss: -0.35130027 MI_loss: 21.142246 Detection error: 0.010442495346069336 time: 3:20:43.263278
- B/E: 88 / 90 , Gen_loss: -0.34837297 MI_loss: 21.08546 Detection error: 0.01042872667312622 time: 3:20:44.125977
- B/E: 89 / 90 , Gen_loss: -0.35985664 MI_loss: 21.982807 Detection error: 0.01043921709060669 time: 3:20:44.946848
- B/E: 90 / 90 , Gen_loss: -0.3590192 MI_loss: 21.709103 Detection error: 0.010438859462738037 time: 3:20:45.843537
- B/E: 91 / 90 , Gen_loss: -0.36124942 MI_loss: 21.87117 Detection error: 0.010444283485412598 time: 3:20:46.708472
- B/E: 92 / 90 , Gen_loss: -0.34384638 MI_loss: 20.653683 Detection error: 0.010428786277770996 time: 3:20:47.571462
- B/E: 93 / 90 , Gen_loss: -0.34370548 MI_loss: 20.89517 Detection error: 0.01042717695236206 time: 3:20:48.444921
- B/E: 94 / 90 , Gen_loss: -0.35362872 MI_loss: 21.639036 Detection error: 0.010439455509185791 time: 3:20:49.307725
- B/E: 95 / 90 , Gen_loss: -0.34512487 MI_loss: 21.091219 Detection error: 0.01044696569442749 time: 3:20:50.167735
- B/E: 96 / 90 , Gen_loss: -0.34661454 MI_loss: 20.975765 Detection error: 0.01043844223022461 time: 3:20:51.029533
- B/E: 97 / 90 , Gen_loss: -0.3631169 MI_loss: 21.966515 Detection error: 0.010433018207550049 time: 3:20:51.893280
- B/E: 98 / 90 , Gen_loss: -0.34976608 MI_loss: 21.169155 Detection error: 0.010420143604278564 time: 3:20:52.752140
- B/E: 99 / 90 , Gen_loss: -0.35083428 MI_loss: 21.31314 Detection error: 0.010416269302368164 time: 3:20:53.611403
- B/E: 100 / 90 , Gen_loss: -0.37150815 MI_loss: 22.673964 Detection error: 0.01041954755783081 time: 3:20:54.596014
- B/E: 101 / 90 , Gen_loss: -0.34911644 MI_loss: 21.16874 Detection error: 0.010424911975860596 time: 3:20:55.463421
- B/E: 102 / 90 , Gen_loss: -0.3538324 MI_loss: 21.537767 Detection error: 0.010429620742797852 time: 3:20:56.331269
- B/E: 103 / 90 , Gen_loss: -0.35654953 MI_loss: 21.611053 Detection error: 0.010431468486785889 time: 3:20:57.197049
- B/E: 104 / 90 , Gen_loss: -0.35279638 MI_loss: 21.443811 Detection error: 0.010429441928863525 time: 3:20:58.026392
- B/E: 105 / 90 , Gen_loss: -0.35722604 MI_loss: 21.625662 Detection error: 0.010425686836242676 time: 3:20:58.804866
- B/E: 106 / 90 , Gen_loss: -0.34062114 MI_loss: 20.628746 Detection error: 0.010432243347167969 time: 3:20:59.647519
- B/E: 107 / 90 , Gen_loss: -0.35270715 MI_loss: 21.364195 Detection error: 0.010438382625579834 time: 3:21:00.515673
- B/E: 108 / 90 , Gen_loss: -0.35657007 MI_loss: 21.55118 Detection error: 0.01043635606765747 time: 3:21:01.375562
- B/E: 109 / 90 , Gen_loss: -0.35605985 MI_loss: 21.56853 Detection error: 0.010433793067932129 time: 3:21:02.237510
- B/E: 110 / 90 , Gen_loss: -0.34992585 MI_loss: 21.125484 Detection error: 0.01042795181274414 time: 3:21:03.100125
- B/E: 111 / 90 , Gen_loss: -0.3593275 MI_loss: 21.741566 Detection error: 0.010421037673950195 time: 3:21:03.971570
- B/E: 112 / 90 , Gen_loss: -0.35449392 MI_loss: 21.453495 Detection error: 0.010423421859741211 time: 3:21:04.790170
- B/E: 113 / 90 , Gen_loss: -0.35140806 MI_loss: 21.443434 Detection error: 0.010426819324493408 time: 3:21:05.545566
- B/E: 114 / 90 , Gen_loss: -0.3484395 MI_loss: 21.22261 Detection error: 0.010423898696899414 time: 3:21:06.390318
- B/E: 115 / 90 , Gen_loss: -0.35239846 MI_loss: 21.35002 Detection error: 0.010420501232147217 time: 3:21:07.250860
- B/E: 116 / 90 , Gen_loss: -0.3513814 MI_loss: 21.468067 Detection error: 0.010421454906463623 time: 3:21:08.198592
- B/E: 117 / 90 , Gen_loss: -0.35806233 MI_loss: 21.65899 Detection error: 0.010424256324768066 time: 3:21:09.063358
- B/E: 118 / 90 , Gen_loss: -0.3500132 MI_loss: 21.085962 Detection error: 0.010421454906463623 time: 3:21:09.929801
- B/E: 119 / 90 , Gen_loss: -0.3590738 MI_loss: 21.72346 Detection error: 0.010415911674499512 time: 3:21:10.798047
- B/E: 120 / 90 , Gen_loss: -0.3441681 MI_loss: 20.919355 Detection error: 0.01041346788406372 time: 3:21:11.655711
- B/E: 121 / 90 , Gen_loss: -0.34797898 MI_loss: 21.10936 Detection error: 0.010420620441436768 time: 3:21:12.516505
- B/E: 122 / 90 , Gen_loss: -0.35283515 MI_loss: 21.465107 Detection error: 0.010417699813842773 time: 3:21:13.383950
- B/E: 123 / 90 , Gen_loss: -0.34636974 MI_loss: 21.044584 Detection error: 0.010410785675048828 time: 3:21:14.246050
- B/E: 124 / 90 , Gen_loss: -0.36219665 MI_loss: 22.045033 Detection error: 0.010410010814666748 time: 3:21:15.105043
- B/E: 125 / 90 , Gen_loss: -0.35062513 MI_loss: 21.179071 Detection error: 0.010414421558380127 time: 3:21:15.972837
- B/E: 126 / 90 , Gen_loss: -0.35130465 MI_loss: 21.19038 Detection error: 0.010421276092529297 time: 3:21:16.855520
- B/E: 127 / 90 , Gen_loss: -0.35418397 MI_loss: 21.524143 Detection error: 0.010423839092254639 time: 3:21:17.713698
- B/E: 128 / 90 , Gen_loss: -0.362082 MI_loss: 21.968887 Detection error: 0.010426342487335205 time: 3:21:18.578208
- B/E: 129 / 90 , Gen_loss: -0.35686725 MI_loss: 21.777534 Detection error: 0.010436534881591797 time: 3:21:19.444638
- B/E: 130 / 90 , Gen_loss: -0.3593608 MI_loss: 21.679987 Detection error: 0.010443449020385742 time: 3:21:20.311302
- B/E: 131 / 90 , Gen_loss: -0.3589181 MI_loss: 21.785463 Detection error: 0.01044553518295288 time: 3:21:21.172694
- B/E: 132 / 90 , Gen_loss: -0.35180557 MI_loss: 21.3122 Detection error: 0.010443627834320068 time: 3:21:22.113194
- B/E: 133 / 90 , Gen_loss: -0.36549994 MI_loss: 22.215324 Detection error: 0.010448455810546875 time: 3:21:22.995715
- B/E: 134 / 90 , Gen_loss: -0.35581893 MI_loss: 21.713255 Detection error: 0.010452330112457275 time: 3:21:23.857694
- B/E: 135 / 90 , Gen_loss: -0.34042564 MI_loss: 20.671339 Detection error: 0.010455906391143799 time: 3:21:24.719235
- B/E: 136 / 90 , Gen_loss: -0.3527015 MI_loss: 21.33053 Detection error: 0.010456860065460205 time: 3:21:25.579671
- B/E: 137 / 90 , Gen_loss: -0.359486 MI_loss: 21.77979 Detection error: 0.010458111763000488 time: 3:21:26.443660
- B/E: 138 / 90 , Gen_loss: -0.35305077 MI_loss: 21.42078 Detection error: 0.01046133041381836 time: 3:21:27.307794
- B/E: 139 / 90 , Gen_loss: -0.3622807 MI_loss: 21.947718 Detection error: 0.010464966297149658 time: 3:21:28.167246
- B/E: 140 / 90 , Gen_loss: -0.35715684 MI_loss: 21.476406 Detection error: 0.010468721389770508 time: 3:21:29.029126
- B/E: 141 / 90 , Gen_loss: -0.34725758 MI_loss: 20.99309 Detection error: 0.010463714599609375 time: 3:21:29.888658
- B/E: 142 / 90 , Gen_loss: -0.35738263 MI_loss: 21.579157 Detection error: 0.01046133041381836 time: 3:21:30.751060
- B/E: 143 / 90 , Gen_loss: -0.35268897 MI_loss: 21.340727 Detection error: 0.010462701320648193 time: 3:21:31.611841
- B/E: 144 / 90 , Gen_loss: -0.36103472 MI_loss: 21.890804 Detection error: 0.010468542575836182 time: 3:21:32.470440
- B/E: 145 / 90 , Gen_loss: -0.35699856 MI_loss: 21.584188 Detection error: 0.010476887226104736 time: 3:21:33.330430
- B/E: 146 / 90 , Gen_loss: -0.34537745 MI_loss: 20.870207 Detection error: 0.010478734970092773 time: 3:21:34.193116
- B/E: 147 / 90 , Gen_loss: -0.36031312 MI_loss: 21.894203 Detection error: 0.0104789137840271 time: 3:21:35.053232
- B/E: 148 / 90 , Gen_loss: -0.35088775 MI_loss: 21.316858 Detection error: 0.0104827880859375 time: 3:21:36.014446
- B/E: 149 / 90 , Gen_loss: -0.3640594 MI_loss: 22.180914 Detection error: 0.010487914085388184 time: 3:21:36.878852
-
- Test Loss: 10.787085 Test Error: 0.011091649532318115
- -----
- EPOCH: 91
- B/E: 0 / 91 , Gen_loss: -0.35543093 MI_loss: 21.695421 Detection error: 0.011375010013580322 time: 3:21:38.892148
- B/E: 1 / 91 , Gen_loss: -0.3372468 MI_loss: 20.464437 Detection error: 0.011687517166137695 time: 3:21:50.498803
- B/E: 2 / 91 , Gen_loss: -0.3475914 MI_loss: 21.023983 Detection error: 0.010854184627532959 time: 3:21:51.395389
- B/E: 3 / 91 , Gen_loss: -0.35752782 MI_loss: 21.699932 Detection error: 0.010656237602233887 time: 3:21:52.199470
- B/E: 4 / 91 , Gen_loss: -0.35396758 MI_loss: 21.617838 Detection error: 0.010631263256072998 time: 3:21:53.046822
- B/E: 5 / 91 , Gen_loss: -0.34904078 MI_loss: 21.169493 Detection error: 0.010625004768371582 time: 3:21:53.928111
- B/E: 6 / 91 , Gen_loss: -0.35079366 MI_loss: 21.290922 Detection error: 0.010687470436096191 time: 3:21:54.789469
- B/E: 7 / 91 , Gen_loss: -0.35980412 MI_loss: 21.859877 Detection error: 0.010667979717254639 time: 3:21:55.646065
- B/E: 8 / 91 , Gen_loss: -0.3598177 MI_loss: 21.764723 Detection error: 0.010600686073303223 time: 3:21:56.512616
- B/E: 9 / 91 , Gen_loss: -0.363267 MI_loss: 22.15217 Detection error: 0.010528147220611572 time: 3:21:57.327730
- B/E: 10 / 91 , Gen_loss: -0.35547388 MI_loss: 21.512836 Detection error: 0.010539770126342773 time: 3:21:58.176904
- B/E: 11 / 91 , Gen_loss: -0.34548977 MI_loss: 21.05461 Detection error: 0.010559916496276855 time: 3:21:58.926746
- B/E: 12 / 91 , Gen_loss: -0.35646343 MI_loss: 21.654402 Detection error: 0.010639429092407227 time: 3:21:59.679342
- B/E: 13 / 91 , Gen_loss: -0.3408355 MI_loss: 20.637585 Detection error: 0.010631680488586426 time: 3:22:00.429637
- B/E: 14 / 91 , Gen_loss: -0.3652801 MI_loss: 22.045471 Detection error: 0.010610401630401611 time: 3:22:01.306748
- B/E: 15 / 91 , Gen_loss: -0.3539048 MI_loss: 21.402756 Detection error: 0.010601580142974854 time: 3:22:02.162972
- B/E: 16 / 91 , Gen_loss: -0.343922 MI_loss: 20.825714 Detection error: 0.010562479496002197 time: 3:22:02.978827
- B/E: 17 / 91 , Gen_loss: -0.36214325 MI_loss: 22.038404 Detection error: 0.010531246662139893 time: 3:22:03.850426
- B/E: 18 / 91 , Gen_loss: -0.3518923 MI_loss: 21.36864 Detection error: 0.010468721389770508 time: 3:22:04.713739
- B/E: 19 / 91 , Gen_loss: -0.35591215 MI_loss: 21.64545 Detection error: 0.01048123836517334 time: 3:22:05.572689
- B/E: 20 / 91 , Gen_loss: -0.35375223 MI_loss: 21.31964 Detection error: 0.01048809289932251 time: 3:22:06.431368
- B/E: 21 / 91 , Gen_loss: -0.3452206 MI_loss: 20.895119 Detection error: 0.01050567626953125 time: 3:22:07.287342
- B/E: 22 / 91 , Gen_loss: -0.35983458 MI_loss: 21.73981 Detection error: 0.010464668273925781 time: 3:22:08.148641
- B/E: 23 / 91 , Gen_loss: -0.35979334 MI_loss: 21.926367 Detection error: 0.010488271713256836 time: 3:22:09.008376
- B/E: 24 / 91 , Gen_loss: -0.35534924 MI_loss: 21.546762 Detection error: 0.010478734970092773 time: 3:22:09.868221
- B/E: 25 / 91 , Gen_loss: -0.35591835 MI_loss: 21.537193 Detection error: 0.010483145713806152 time: 3:22:10.827058
- B/E: 26 / 91 , Gen_loss: -0.35595158 MI_loss: 21.64513 Detection error: 0.010533571243286133 time: 3:22:11.688105
- B/E: 27 / 91 , Gen_loss: -0.35585645 MI_loss: 21.838852 Detection error: 0.010553598403930664 time: 3:22:12.546397
- B/E: 28 / 91 , Gen_loss: -0.36264145 MI_loss: 21.798363 Detection error: 0.010570049285888672 time: 3:22:13.404698
- B/E: 29 / 91 , Gen_loss: -0.35413662 MI_loss: 21.556581 Detection error: 0.010581254959106445 time: 3:22:14.216287
- B/E: 30 / 91 , Gen_loss: -0.35332486 MI_loss: 21.51951 Detection error: 0.0105363130569458 time: 3:22:15.063285
- B/E: 31 / 91 , Gen_loss: -0.35134885 MI_loss: 21.21627 Detection error: 0.010542988777160645 time: 3:22:15.921603
- B/E: 32 / 91 , Gen_loss: -0.34894258 MI_loss: 21.176067 Detection error: 0.010524630546569824 time: 3:22:16.780178
- B/E: 33 / 91 , Gen_loss: -0.35121286 MI_loss: 21.348522 Detection error: 0.010504603385925293 time: 3:22:17.641505
- B/E: 34 / 91 , Gen_loss: -0.34665895 MI_loss: 21.179977 Detection error: 0.010511636734008789 time: 3:22:18.503864
- B/E: 35 / 91 , Gen_loss: -0.3465836 MI_loss: 20.833515 Detection error: 0.01049131155014038 time: 3:22:19.361810
- B/E: 36 / 91 , Gen_loss: -0.35469338 MI_loss: 21.265936 Detection error: 0.010478019714355469 time: 3:22:20.270373
- B/E: 37 / 91 , Gen_loss: -0.35714033 MI_loss: 21.567093 Detection error: 0.010477781295776367 time: 3:22:21.129761
- B/E: 38 / 91 , Gen_loss: -0.34852198 MI_loss: 21.128746 Detection error: 0.010482370853424072 time: 3:22:21.994402
- B/E: 39 / 91 , Gen_loss: -0.35663378 MI_loss: 21.571924 Detection error: 0.010467171669006348 time: 3:22:22.855685
- B/E: 40 / 91 , Gen_loss: -0.35496283 MI_loss: 21.578716 Detection error: 0.010466456413269043 time: 3:22:23.714684
- B/E: 41 / 91 , Gen_loss: -0.3587072 MI_loss: 21.700176 Detection error: 0.01045459508895874 time: 3:22:24.588861
- B/E: 42 / 91 , Gen_loss: -0.36272928 MI_loss: 21.981033 Detection error: 0.010449826717376709 time: 3:22:25.364286
- B/E: 43 / 91 , Gen_loss: -0.3541452 MI_loss: 21.367613 Detection error: 0.010449588298797607 time: 3:22:26.229548
- B/E: 44 / 91 , Gen_loss: -0.35142523 MI_loss: 21.355968 Detection error: 0.010456264019012451 time: 3:22:27.097820
- B/E: 45 / 91 , Gen_loss: -0.35383675 MI_loss: 21.447205 Detection error: 0.010468721389770508 time: 3:22:27.956306
- B/E: 46 / 91 , Gen_loss: -0.3499219 MI_loss: 21.133698 Detection error: 0.010465443134307861 time: 3:22:28.822601
- B/E: 47 / 91 , Gen_loss: -0.34802422 MI_loss: 21.115053 Detection error: 0.01045835018157959 time: 3:22:29.610243
- B/E: 48 / 91 , Gen_loss: -0.347241 MI_loss: 21.16349 Detection error: 0.010469377040863037 time: 3:22:30.376274
- B/E: 49 / 91 , Gen_loss: -0.34654868 MI_loss: 20.984795 Detection error: 0.010486900806427002 time: 3:22:31.128960
- B/E: 50 / 91 , Gen_loss: -0.35218057 MI_loss: 21.504082 Detection error: 0.01049572229385376 time: 3:22:31.880347
- B/E: 51 / 91 , Gen_loss: -0.36017743 MI_loss: 21.782188 Detection error: 0.01049882173538208 time: 3:22:32.655588
- B/E: 52 / 91 , Gen_loss: -0.35589358 MI_loss: 21.494755 Detection error: 0.010500609874725342 time: 3:22:33.405592
- B/E: 53 / 91 , Gen_loss: -0.35852686 MI_loss: 21.758694 Detection error: 0.010505199432373047 time: 3:22:34.155650
- B/E: 54 / 91 , Gen_loss: -0.3509095 MI_loss: 21.345978 Detection error: 0.01051020622253418 time: 3:22:34.941140
- B/E: 55 / 91 , Gen_loss: -0.3584934 MI_loss: 21.818794 Detection error: 0.010494410991668701 time: 3:22:35.780202
- B/E: 56 / 91 , Gen_loss: -0.35363546 MI_loss: 21.54025 Detection error: 0.010483026504516602 time: 3:22:36.641524
- B/E: 57 / 91 , Gen_loss: -0.36299855 MI_loss: 21.962215 Detection error: 0.010468721389770508 time: 3:22:37.583117
- B/E: 58 / 91 , Gen_loss: -0.35449144 MI_loss: 21.412819 Detection error: 0.010456562042236328 time: 3:22:38.440169
- B/E: 59 / 91 , Gen_loss: -0.35095698 MI_loss: 21.367584 Detection error: 0.010484397411346436 time: 3:22:39.322086
- B/E: 60 / 91 , Gen_loss: -0.3633257 MI_loss: 22.043228 Detection error: 0.010478496551513672 time: 3:22:40.179784
- B/E: 61 / 91 , Gen_loss: -0.34311423 MI_loss: 20.891842 Detection error: 0.010472297668457031 time: 3:22:41.042022
- B/E: 62 / 91 , Gen_loss: -0.36253005 MI_loss: 21.94572 Detection error: 0.01047968864440918 time: 3:22:41.899752
- B/E: 63 / 91 , Gen_loss: -0.35736325 MI_loss: 21.606438 Detection error: 0.01046973466873169 time: 3:22:42.756813
- B/E: 64 / 91 , Gen_loss: -0.35180822 MI_loss: 21.53533 Detection error: 0.010471642017364502 time: 3:22:43.617040
- B/E: 65 / 91 , Gen_loss: -0.3422487 MI_loss: 20.57505 Detection error: 0.010475397109985352 time: 3:22:44.409083
- B/E: 66 / 91 , Gen_loss: -0.3672426 MI_loss: 22.22657 Detection error: 0.010464072227478027 time: 3:22:45.254083
- B/E: 67 / 91 , Gen_loss: -0.34434453 MI_loss: 20.840477 Detection error: 0.010460495948791504 time: 3:22:46.040286
- B/E: 68 / 91 , Gen_loss: -0.34341192 MI_loss: 20.833862 Detection error: 0.010466933250427246 time: 3:22:46.791585
- B/E: 69 / 91 , Gen_loss: -0.35722274 MI_loss: 21.655834 Detection error: 0.010474979877471924 time: 3:22:47.543486
- B/E: 70 / 91 , Gen_loss: -0.36047226 MI_loss: 21.797354 Detection error: 0.010466575622558594 time: 3:22:48.295058
- B/E: 71 / 91 , Gen_loss: -0.34297907 MI_loss: 20.852554 Detection error: 0.010472238063812256 time: 3:22:49.047333
- B/E: 72 / 91 , Gen_loss: -0.35048088 MI_loss: 21.25196 Detection error: 0.010465741157531738 time: 3:22:49.892100
- B/E: 73 / 91 , Gen_loss: -0.36507705 MI_loss: 22.189438 Detection error: 0.010461151599884033 time: 3:22:50.771793
- B/E: 74 / 91 , Gen_loss: -0.36743873 MI_loss: 22.390022 Detection error: 0.010452091693878174 time: 3:22:51.525644
- B/E: 75 / 91 , Gen_loss: -0.3495939 MI_loss: 21.158754 Detection error: 0.010457217693328857 time: 3:22:52.278076
- B/E: 76 / 91 , Gen_loss: -0.349374 MI_loss: 21.256414 Detection error: 0.010454118251800537 time: 3:22:53.029186
- B/E: 77 / 91 , Gen_loss: -0.35896277 MI_loss: 21.728182 Detection error: 0.010457932949066162 time: 3:22:53.881507
- B/E: 78 / 91 , Gen_loss: -0.35019007 MI_loss: 21.164406 Detection error: 0.01044696569442749 time: 3:22:54.739548
- B/E: 79 / 91 , Gen_loss: -0.35443866 MI_loss: 21.561085 Detection error: 0.010464847087860107 time: 3:22:55.598669
- B/E: 80 / 91 , Gen_loss: -0.35481322 MI_loss: 21.488258 Detection error: 0.010474145412445068 time: 3:22:56.456266
- B/E: 81 / 91 , Gen_loss: -0.34759295 MI_loss: 20.958366 Detection error: 0.010463416576385498 time: 3:22:57.319284
- B/E: 82 / 91 , Gen_loss: -0.3440169 MI_loss: 20.925972 Detection error: 0.010459363460540771 time: 3:22:58.108932
- B/E: 83 / 91 , Gen_loss: -0.3505566 MI_loss: 21.291584 Detection error: 0.010466516017913818 time: 3:22:58.872951
- B/E: 84 / 91 , Gen_loss: -0.343922 MI_loss: 20.878345 Detection error: 0.010463237762451172 time: 3:22:59.623119
- B/E: 85 / 91 , Gen_loss: -0.36490354 MI_loss: 22.106825 Detection error: 0.010445475578308105 time: 3:23:00.415792
- B/E: 86 / 91 , Gen_loss: -0.34757122 MI_loss: 21.071068 Detection error: 0.010446488857269287 time: 3:23:01.277697
- B/E: 87 / 91 , Gen_loss: -0.3533691 MI_loss: 21.345352 Detection error: 0.010433614253997803 time: 3:23:02.150074
- B/E: 88 / 91 , Gen_loss: -0.35988143 MI_loss: 21.8144 Detection error: 0.010425209999084473 time: 3:23:02.930687
- B/E: 89 / 91 , Gen_loss: -0.347877 MI_loss: 21.279243 Detection error: 0.010435044765472412 time: 3:23:03.769154
- B/E: 90 / 91 , Gen_loss: -0.36009187 MI_loss: 21.829935 Detection error: 0.010440230369567871 time: 3:23:04.595036
- B/E: 91 / 91 , Gen_loss: -0.3517365 MI_loss: 21.397835 Detection error: 0.010440230369567871 time: 3:23:05.355991
- B/E: 92 / 91 , Gen_loss: -0.34989998 MI_loss: 21.148214 Detection error: 0.010435163974761963 time: 3:23:06.105881
- B/E: 93 / 91 , Gen_loss: -0.35059288 MI_loss: 21.337591 Detection error: 0.010426223278045654 time: 3:23:06.857191
- B/E: 94 / 91 , Gen_loss: -0.34963256 MI_loss: 21.360765 Detection error: 0.01044374704360962 time: 3:23:07.643606
- B/E: 95 / 91 , Gen_loss: -0.35490307 MI_loss: 21.484697 Detection error: 0.010441064834594727 time: 3:23:08.397680
- B/E: 96 / 91 , Gen_loss: -0.3547294 MI_loss: 21.348347 Detection error: 0.01044231653213501 time: 3:23:09.246956
- B/E: 97 / 91 , Gen_loss: -0.35286817 MI_loss: 21.384666 Detection error: 0.010438144207000732 time: 3:23:10.108384
- B/E: 98 / 91 , Gen_loss: -0.35948515 MI_loss: 21.690733 Detection error: 0.010420799255371094 time: 3:23:10.974606
- B/E: 99 / 91 , Gen_loss: -0.36169845 MI_loss: 21.70633 Detection error: 0.010419368743896484 time: 3:23:11.857817
- B/E: 100 / 91 , Gen_loss: -0.350143 MI_loss: 21.369518 Detection error: 0.010423898696899414 time: 3:23:12.718088
- B/E: 101 / 91 , Gen_loss: -0.35742533 MI_loss: 21.718636 Detection error: 0.010428011417388916 time: 3:23:13.577965
- B/E: 102 / 91 , Gen_loss: -0.34770703 MI_loss: 21.11365 Detection error: 0.01043170690536499 time: 3:23:14.444966
- B/E: 103 / 91 , Gen_loss: -0.35179713 MI_loss: 21.492605 Detection error: 0.010438382625579834 time: 3:23:15.311134
- B/E: 104 / 91 , Gen_loss: -0.36114323 MI_loss: 21.801783 Detection error: 0.010438680648803711 time: 3:23:16.172306
- B/E: 105 / 91 , Gen_loss: -0.34720874 MI_loss: 21.044647 Detection error: 0.010433971881866455 time: 3:23:17.111625
- B/E: 106 / 91 , Gen_loss: -0.34873652 MI_loss: 21.116713 Detection error: 0.010435760021209717 time: 3:23:17.992407
- B/E: 107 / 91 , Gen_loss: -0.35379115 MI_loss: 21.37581 Detection error: 0.010438680648803711 time: 3:23:18.852687
- B/E: 108 / 91 , Gen_loss: -0.35241535 MI_loss: 21.47585 Detection error: 0.010444939136505127 time: 3:23:19.712671
- B/E: 109 / 91 , Gen_loss: -0.35293818 MI_loss: 21.496527 Detection error: 0.010439753532409668 time: 3:23:20.572675
- B/E: 110 / 91 , Gen_loss: -0.3550532 MI_loss: 21.498735 Detection error: 0.010429024696350098 time: 3:23:21.433455
- B/E: 111 / 91 , Gen_loss: -0.36349496 MI_loss: 21.952856 Detection error: 0.010427713394165039 time: 3:23:22.296546
- B/E: 112 / 91 , Gen_loss: -0.36247796 MI_loss: 21.974203 Detection error: 0.010426998138427734 time: 3:23:23.157719
- B/E: 113 / 91 , Gen_loss: -0.35187644 MI_loss: 21.455523 Detection error: 0.010432004928588867 time: 3:23:24.019786
- B/E: 114 / 91 , Gen_loss: -0.35670027 MI_loss: 21.743628 Detection error: 0.01042717695236206 time: 3:23:24.879310
- B/E: 115 / 91 , Gen_loss: -0.35770297 MI_loss: 21.63068 Detection error: 0.010427236557006836 time: 3:23:25.744391
- B/E: 116 / 91 , Gen_loss: -0.3544976 MI_loss: 21.53289 Detection error: 0.010426044464111328 time: 3:23:26.602122
- B/E: 117 / 91 , Gen_loss: -0.35337162 MI_loss: 21.643152 Detection error: 0.01042717695236206 time: 3:23:27.460910
- B/E: 118 / 91 , Gen_loss: -0.3444251 MI_loss: 20.872631 Detection error: 0.010417819023132324 time: 3:23:28.322165
- B/E: 119 / 91 , Gen_loss: -0.35266894 MI_loss: 21.417593 Detection error: 0.010417461395263672 time: 3:23:29.183615
- B/E: 120 / 91 , Gen_loss: -0.35154384 MI_loss: 21.308855 Detection error: 0.0104140043258667 time: 3:23:30.042045
- B/E: 121 / 91 , Gen_loss: -0.3539442 MI_loss: 21.585236 Detection error: 0.010420083999633789 time: 3:23:30.999855
- B/E: 122 / 91 , Gen_loss: -0.3571762 MI_loss: 21.682674 Detection error: 0.01042020320892334 time: 3:23:31.862558
- B/E: 123 / 91 , Gen_loss: -0.35876995 MI_loss: 21.71 Detection error: 0.010411560535430908 time: 3:23:32.726954
- B/E: 124 / 91 , Gen_loss: -0.3623718 MI_loss: 21.908844 Detection error: 0.010412752628326416 time: 3:23:33.589791
- B/E: 125 / 91 , Gen_loss: -0.35262448 MI_loss: 21.41927 Detection error: 0.010413169860839844 time: 3:23:34.453201
- B/E: 126 / 91 , Gen_loss: -0.36281484 MI_loss: 22.014814 Detection error: 0.010423004627227783 time: 3:23:35.313445
- B/E: 127 / 91 , Gen_loss: -0.3506522 MI_loss: 21.369434 Detection error: 0.010423123836517334 time: 3:23:36.180887
- B/E: 128 / 91 , Gen_loss: -0.35687497 MI_loss: 21.733366 Detection error: 0.010426580905914307 time: 3:23:37.043739
- B/E: 129 / 91 , Gen_loss: -0.3545156 MI_loss: 21.565 Detection error: 0.010436296463012695 time: 3:23:37.903089
- B/E: 130 / 91 , Gen_loss: -0.35728285 MI_loss: 21.783863 Detection error: 0.010440349578857422 time: 3:23:38.764763
- B/E: 131 / 91 , Gen_loss: -0.36193 MI_loss: 21.763943 Detection error: 0.010446012020111084 time: 3:23:39.630240
- B/E: 132 / 91 , Gen_loss: -0.35937002 MI_loss: 21.808498 Detection error: 0.0104445219039917 time: 3:23:40.496989
- B/E: 133 / 91 , Gen_loss: -0.3568967 MI_loss: 21.564714 Detection error: 0.010452210903167725 time: 3:23:41.358414
- B/E: 134 / 91 , Gen_loss: -0.36486292 MI_loss: 22.248127 Detection error: 0.010458111763000488 time: 3:23:42.218125
- B/E: 135 / 91 , Gen_loss: -0.35215446 MI_loss: 21.467918 Detection error: 0.010460734367370605 time: 3:23:43.081740
- B/E: 136 / 91 , Gen_loss: -0.3621334 MI_loss: 21.997263 Detection error: 0.01046055555343628 time: 3:23:43.943787
- B/E: 137 / 91 , Gen_loss: -0.34719774 MI_loss: 21.033396 Detection error: 0.010461986064910889 time: 3:23:44.889857
- B/E: 138 / 91 , Gen_loss: -0.3551372 MI_loss: 21.6699 Detection error: 0.010466039180755615 time: 3:23:45.750821
- B/E: 139 / 91 , Gen_loss: -0.3571227 MI_loss: 21.776209 Detection error: 0.010471880435943604 time: 3:23:46.619733
- B/E: 140 / 91 , Gen_loss: -0.34609938 MI_loss: 21.035679 Detection error: 0.01047050952911377 time: 3:23:47.479749
- B/E: 141 / 91 , Gen_loss: -0.3542503 MI_loss: 21.45074 Detection error: 0.01046741008758545 time: 3:23:48.340477
- B/E: 142 / 91 , Gen_loss: -0.35695872 MI_loss: 21.67287 Detection error: 0.01046764850616455 time: 3:23:49.201830
- B/E: 143 / 91 , Gen_loss: -0.3576924 MI_loss: 21.66392 Detection error: 0.010466992855072021 time: 3:23:50.088596
- B/E: 144 / 91 , Gen_loss: -0.3506184 MI_loss: 21.226788 Detection error: 0.010471999645233154 time: 3:23:50.948293
- B/E: 145 / 91 , Gen_loss: -0.3469246 MI_loss: 20.997091 Detection error: 0.010476231575012207 time: 3:23:51.806278
- B/E: 146 / 91 , Gen_loss: -0.36007154 MI_loss: 21.796202 Detection error: 0.010478079319000244 time: 3:23:52.670795
- B/E: 147 / 91 , Gen_loss: -0.36080107 MI_loss: 21.897806 Detection error: 0.01048058271408081 time: 3:23:53.546609
- B/E: 148 / 91 , Gen_loss: -0.36160737 MI_loss: 21.831512 Detection error: 0.01048135757446289 time: 3:23:54.331569
- B/E: 149 / 91 , Gen_loss: -0.36165145 MI_loss: 22.05183 Detection error: 0.010487079620361328 time: 3:23:55.083397
-
- Test Loss: 10.771371 Test Error: 0.010950028896331787
- -----
- EPOCH: 92
- B/E: 0 / 92 , Gen_loss: -0.35106513 MI_loss: 21.142014 Detection error: 0.011156260967254639 time: 3:23:56.913450
- B/E: 1 / 92 , Gen_loss: -0.3403226 MI_loss: 20.768324 Detection error: 0.011703133583068848 time: 3:24:08.469415
- B/E: 2 / 92 , Gen_loss: -0.34831673 MI_loss: 21.005407 Detection error: 0.011250019073486328 time: 3:24:09.337106
- B/E: 3 / 92 , Gen_loss: -0.35378474 MI_loss: 21.72867 Detection error: 0.010992169380187988 time: 3:24:10.094673
- B/E: 4 / 92 , Gen_loss: -0.35106334 MI_loss: 21.41439 Detection error: 0.010856270790100098 time: 3:24:10.942104
- B/E: 5 / 92 , Gen_loss: -0.35404068 MI_loss: 21.543789 Detection error: 0.010734379291534424 time: 3:24:11.802178
- B/E: 6 / 92 , Gen_loss: -0.36195517 MI_loss: 21.971254 Detection error: 0.010758936405181885 time: 3:24:12.662245
- B/E: 7 / 92 , Gen_loss: -0.35558313 MI_loss: 21.60947 Detection error: 0.01078122854232788 time: 3:24:13.527736
- B/E: 8 / 92 , Gen_loss: -0.35628718 MI_loss: 21.621687 Detection error: 0.010649323463439941 time: 3:24:14.391344
- B/E: 9 / 92 , Gen_loss: -0.35552692 MI_loss: 21.642586 Detection error: 0.010565638542175293 time: 3:24:15.252520
- B/E: 10 / 92 , Gen_loss: -0.36022475 MI_loss: 21.825073 Detection error: 0.010568201541900635 time: 3:24:16.115849
- B/E: 11 / 92 , Gen_loss: -0.35385326 MI_loss: 21.582396 Detection error: 0.010559916496276855 time: 3:24:16.980843
- B/E: 12 / 92 , Gen_loss: -0.36136493 MI_loss: 21.933796 Detection error: 0.010598540306091309 time: 3:24:17.903093
- B/E: 13 / 92 , Gen_loss: -0.36171886 MI_loss: 21.973358 Detection error: 0.010604918003082275 time: 3:24:18.761657
- B/E: 14 / 92 , Gen_loss: -0.3507972 MI_loss: 21.135733 Detection error: 0.010602056980133057 time: 3:24:19.619303
- B/E: 15 / 92 , Gen_loss: -0.35490036 MI_loss: 21.40841 Detection error: 0.01059567928314209 time: 3:24:20.479271
- B/E: 16 / 92 , Gen_loss: -0.36580116 MI_loss: 22.094538 Detection error: 0.010549604892730713 time: 3:24:21.327824
- B/E: 17 / 92 , Gen_loss: -0.35014692 MI_loss: 21.049414 Detection error: 0.010538220405578613 time: 3:24:22.079372
- B/E: 18 / 92 , Gen_loss: -0.34496245 MI_loss: 20.839808 Detection error: 0.010480284690856934 time: 3:24:22.928249
- B/E: 19 / 92 , Gen_loss: -0.35593235 MI_loss: 21.64171 Detection error: 0.010503113269805908 time: 3:24:23.695682
- B/E: 20 / 92 , Gen_loss: -0.35452378 MI_loss: 21.526548 Detection error: 0.010489583015441895 time: 3:24:24.451375
- B/E: 21 / 92 , Gen_loss: -0.35319513 MI_loss: 21.546024 Detection error: 0.010511338710784912 time: 3:24:25.229401
- B/E: 22 / 92 , Gen_loss: -0.35506412 MI_loss: 21.383049 Detection error: 0.010471463203430176 time: 3:24:26.049524
- B/E: 23 / 92 , Gen_loss: -0.34797913 MI_loss: 20.977324 Detection error: 0.010460913181304932 time: 3:24:26.918593
- B/E: 24 / 92 , Gen_loss: -0.3584594 MI_loss: 21.861027 Detection error: 0.010471224784851074 time: 3:24:27.809300
- B/E: 25 / 92 , Gen_loss: -0.35596913 MI_loss: 21.419214 Detection error: 0.010479569435119629 time: 3:24:28.670777
- B/E: 26 / 92 , Gen_loss: -0.3532336 MI_loss: 21.573381 Detection error: 0.01053011417388916 time: 3:24:29.537593
- B/E: 27 / 92 , Gen_loss: -0.36131158 MI_loss: 21.971968 Detection error: 0.01053684949874878 time: 3:24:30.396627
- B/E: 28 / 92 , Gen_loss: -0.35796204 MI_loss: 21.696037 Detection error: 0.010530173778533936 time: 3:24:31.273377
- B/E: 29 / 92 , Gen_loss: -0.34634987 MI_loss: 21.11352 Detection error: 0.010540604591369629 time: 3:24:32.135483
- B/E: 30 / 92 , Gen_loss: -0.3419515 MI_loss: 20.685892 Detection error: 0.010530233383178711 time: 3:24:33.005665
- B/E: 31 / 92 , Gen_loss: -0.35259885 MI_loss: 21.226456 Detection error: 0.010507822036743164 time: 3:24:33.948176
- B/E: 32 / 92 , Gen_loss: -0.36424953 MI_loss: 22.161386 Detection error: 0.010518014430999756 time: 3:24:34.841499
- B/E: 33 / 92 , Gen_loss: -0.35493183 MI_loss: 21.412651 Detection error: 0.010480701923370361 time: 3:24:35.702891
- B/E: 34 / 92 , Gen_loss: -0.34616813 MI_loss: 20.940626 Detection error: 0.010489284992218018 time: 3:24:36.539546
- B/E: 35 / 92 , Gen_loss: -0.36069715 MI_loss: 21.908413 Detection error: 0.010465264320373535 time: 3:24:37.302854
- B/E: 36 / 92 , Gen_loss: -0.3559313 MI_loss: 21.667952 Detection error: 0.010477185249328613 time: 3:24:38.057415
- B/E: 37 / 92 , Gen_loss: -0.36162847 MI_loss: 21.894257 Detection error: 0.01046133041381836 time: 3:24:38.824313
- B/E: 38 / 92 , Gen_loss: -0.3533185 MI_loss: 21.540825 Detection error: 0.010476768016815186 time: 3:24:39.573438
- B/E: 39 / 92 , Gen_loss: -0.34647715 MI_loss: 20.895344 Detection error: 0.010458588600158691 time: 3:24:40.321973
- B/E: 40 / 92 , Gen_loss: -0.35618055 MI_loss: 21.452648 Detection error: 0.010460376739501953 time: 3:24:41.074098
- B/E: 41 / 92 , Gen_loss: -0.3663377 MI_loss: 22.210575 Detection error: 0.010442733764648438 time: 3:24:41.827435
- B/E: 42 / 92 , Gen_loss: -0.35310024 MI_loss: 21.469103 Detection error: 0.01043093204498291 time: 3:24:42.583717
- B/E: 43 / 92 , Gen_loss: -0.3495716 MI_loss: 21.085419 Detection error: 0.010430395603179932 time: 3:24:43.334690
- B/E: 44 / 92 , Gen_loss: -0.3476246 MI_loss: 21.263058 Detection error: 0.010442376136779785 time: 3:24:44.176009
- B/E: 45 / 92 , Gen_loss: -0.35827357 MI_loss: 21.75671 Detection error: 0.010445654392242432 time: 3:24:45.035464
- B/E: 46 / 92 , Gen_loss: -0.3539791 MI_loss: 21.521303 Detection error: 0.010454773902893066 time: 3:24:45.896174
- B/E: 47 / 92 , Gen_loss: -0.3617691 MI_loss: 21.77043 Detection error: 0.010453760623931885 time: 3:24:46.756300
- B/E: 48 / 92 , Gen_loss: -0.36420897 MI_loss: 22.146372 Detection error: 0.010458528995513916 time: 3:24:47.712604
- B/E: 49 / 92 , Gen_loss: -0.34947726 MI_loss: 21.096785 Detection error: 0.010461270809173584 time: 3:24:48.577447
- B/E: 50 / 92 , Gen_loss: -0.3604161 MI_loss: 21.822693 Detection error: 0.010469377040863037 time: 3:24:49.437571
- B/E: 51 / 92 , Gen_loss: -0.34761167 MI_loss: 20.978096 Detection error: 0.010468125343322754 time: 3:24:50.298768
- B/E: 52 / 92 , Gen_loss: -0.3617323 MI_loss: 21.971113 Detection error: 0.010464608669281006 time: 3:24:51.157788
- B/E: 53 / 92 , Gen_loss: -0.36118835 MI_loss: 22.043953 Detection error: 0.010476827621459961 time: 3:24:52.022392
- B/E: 54 / 92 , Gen_loss: -0.3546629 MI_loss: 21.470984 Detection error: 0.010480105876922607 time: 3:24:52.881518
- B/E: 55 / 92 , Gen_loss: -0.3543359 MI_loss: 21.532059 Detection error: 0.010464847087860107 time: 3:24:53.741063
- B/E: 56 / 92 , Gen_loss: -0.35977834 MI_loss: 21.807278 Detection error: 0.010446250438690186 time: 3:24:54.603542
- B/E: 57 / 92 , Gen_loss: -0.3473074 MI_loss: 21.098127 Detection error: 0.010445594787597656 time: 3:24:55.469573
- B/E: 58 / 92 , Gen_loss: -0.33831078 MI_loss: 20.348293 Detection error: 0.010432720184326172 time: 3:24:56.340992
- B/E: 59 / 92 , Gen_loss: -0.366392 MI_loss: 22.194054 Detection error: 0.01045680046081543 time: 3:24:57.198138
- B/E: 60 / 92 , Gen_loss: -0.36004797 MI_loss: 21.806892 Detection error: 0.01045083999633789 time: 3:24:58.057196
- B/E: 61 / 92 , Gen_loss: -0.35710338 MI_loss: 21.69628 Detection error: 0.010454118251800537 time: 3:24:58.916634
- B/E: 62 / 92 , Gen_loss: -0.35762542 MI_loss: 21.710548 Detection error: 0.01045238971710205 time: 3:24:59.773400
- B/E: 63 / 92 , Gen_loss: -0.35939342 MI_loss: 21.818808 Detection error: 0.01045215129852295 time: 3:25:00.717399
- B/E: 64 / 92 , Gen_loss: -0.35392204 MI_loss: 21.622503 Detection error: 0.010449051856994629 time: 3:25:01.577383
- B/E: 65 / 92 , Gen_loss: -0.35850015 MI_loss: 21.72999 Detection error: 0.010442733764648438 time: 3:25:02.372823
- B/E: 66 / 92 , Gen_loss: -0.36169022 MI_loss: 21.824965 Detection error: 0.0104445219039917 time: 3:25:03.124795
- B/E: 67 / 92 , Gen_loss: -0.3597305 MI_loss: 21.858816 Detection error: 0.01043844223022461 time: 3:25:03.948938
- B/E: 68 / 92 , Gen_loss: -0.35277325 MI_loss: 21.410467 Detection error: 0.01043611764907837 time: 3:25:04.713998
- B/E: 69 / 92 , Gen_loss: -0.35422605 MI_loss: 21.492474 Detection error: 0.01044154167175293 time: 3:25:05.471442
- B/E: 70 / 92 , Gen_loss: -0.35185593 MI_loss: 21.288795 Detection error: 0.010432660579681396 time: 3:25:06.346906
- B/E: 71 / 92 , Gen_loss: -0.33799243 MI_loss: 20.537306 Detection error: 0.010443150997161865 time: 3:25:07.208489
- B/E: 72 / 92 , Gen_loss: -0.36125624 MI_loss: 21.867964 Detection error: 0.01043790578842163 time: 3:25:08.071564
- B/E: 73 / 92 , Gen_loss: -0.34433112 MI_loss: 21.036385 Detection error: 0.01043921709060669 time: 3:25:08.843525
- B/E: 74 / 92 , Gen_loss: -0.36310726 MI_loss: 22.04588 Detection error: 0.010432064533233643 time: 3:25:09.632913
- B/E: 75 / 92 , Gen_loss: -0.34658408 MI_loss: 21.033817 Detection error: 0.010430514812469482 time: 3:25:10.397651
- B/E: 76 / 92 , Gen_loss: -0.3501809 MI_loss: 21.318415 Detection error: 0.010435879230499268 time: 3:25:11.246365
- B/E: 77 / 92 , Gen_loss: -0.36416793 MI_loss: 22.00645 Detection error: 0.010433077812194824 time: 3:25:12.103945
- B/E: 78 / 92 , Gen_loss: -0.3464774 MI_loss: 20.95229 Detection error: 0.01042640209197998 time: 3:25:12.982760
- B/E: 79 / 92 , Gen_loss: -0.34658536 MI_loss: 21.120388 Detection error: 0.01044529676437378 time: 3:25:13.873697
- B/E: 80 / 92 , Gen_loss: -0.36049536 MI_loss: 21.956787 Detection error: 0.01045292615890503 time: 3:25:14.656991
- B/E: 81 / 92 , Gen_loss: -0.35819396 MI_loss: 21.628902 Detection error: 0.010445892810821533 time: 3:25:15.411573
- B/E: 82 / 92 , Gen_loss: -0.3640444 MI_loss: 21.990757 Detection error: 0.010442793369293213 time: 3:25:16.260648
- B/E: 83 / 92 , Gen_loss: -0.3569964 MI_loss: 21.573315 Detection error: 0.01044607162475586 time: 3:25:17.119518
- B/E: 84 / 92 , Gen_loss: -0.3581363 MI_loss: 21.838182 Detection error: 0.01044154167175293 time: 3:25:17.979031
- B/E: 85 / 92 , Gen_loss: -0.35848048 MI_loss: 21.774347 Detection error: 0.01042187213897705 time: 3:25:18.861364
- B/E: 86 / 92 , Gen_loss: -0.35406357 MI_loss: 21.55837 Detection error: 0.01043391227722168 time: 3:25:19.676497
- B/E: 87 / 92 , Gen_loss: -0.3498556 MI_loss: 21.244274 Detection error: 0.010416567325592041 time: 3:25:20.430940
- B/E: 88 / 92 , Gen_loss: -0.3613662 MI_loss: 21.982874 Detection error: 0.010407626628875732 time: 3:25:21.287769
- B/E: 89 / 92 , Gen_loss: -0.3487616 MI_loss: 21.248127 Detection error: 0.01041942834854126 time: 3:25:22.144263
- B/E: 90 / 92 , Gen_loss: -0.35699338 MI_loss: 21.655806 Detection error: 0.010417580604553223 time: 3:25:23.019620
- B/E: 91 / 92 , Gen_loss: -0.3514433 MI_loss: 21.267773 Detection error: 0.01042252779006958 time: 3:25:23.809480
- B/E: 92 / 92 , Gen_loss: -0.3607351 MI_loss: 21.776005 Detection error: 0.010409295558929443 time: 3:25:24.562084
- B/E: 93 / 92 , Gen_loss: -0.34340128 MI_loss: 20.912699 Detection error: 0.01040959358215332 time: 3:25:25.313668
- B/E: 94 / 92 , Gen_loss: -0.355402 MI_loss: 21.679028 Detection error: 0.010424673557281494 time: 3:25:26.066506
- B/E: 95 / 92 , Gen_loss: -0.34709823 MI_loss: 21.13652 Detection error: 0.010431945323944092 time: 3:25:27.020594
- B/E: 96 / 92 , Gen_loss: -0.35174733 MI_loss: 21.278658 Detection error: 0.010428130626678467 time: 3:25:27.831575
- B/E: 97 / 92 , Gen_loss: -0.35556576 MI_loss: 21.506168 Detection error: 0.010418057441711426 time: 3:25:28.586837
- B/E: 98 / 92 , Gen_loss: -0.34884125 MI_loss: 21.113586 Detection error: 0.010410666465759277 time: 3:25:29.441380
- B/E: 99 / 92 , Gen_loss: -0.3545301 MI_loss: 21.442822 Detection error: 0.010408461093902588 time: 3:25:30.220888
- B/E: 100 / 92 , Gen_loss: -0.35991076 MI_loss: 21.895184 Detection error: 0.010411202907562256 time: 3:25:30.974616
- B/E: 101 / 92 , Gen_loss: -0.3529688 MI_loss: 21.450827 Detection error: 0.010415136814117432 time: 3:25:31.726693
- B/E: 102 / 92 , Gen_loss: -0.34980503 MI_loss: 21.306032 Detection error: 0.010416269302368164 time: 3:25:32.543758
- B/E: 103 / 92 , Gen_loss: -0.3685476 MI_loss: 22.171574 Detection error: 0.01041555404663086 time: 3:25:33.403523
- B/E: 104 / 92 , Gen_loss: -0.35722375 MI_loss: 21.680737 Detection error: 0.010420262813568115 time: 3:25:34.266434
- B/E: 105 / 92 , Gen_loss: -0.3498041 MI_loss: 21.223577 Detection error: 0.010420680046081543 time: 3:25:35.124053
- B/E: 106 / 92 , Gen_loss: -0.3581889 MI_loss: 21.733376 Detection error: 0.01042407751083374 time: 3:25:35.985235
- B/E: 107 / 92 , Gen_loss: -0.35875738 MI_loss: 21.747381 Detection error: 0.01043027639389038 time: 3:25:36.847194
- B/E: 108 / 92 , Gen_loss: -0.3560079 MI_loss: 21.607948 Detection error: 0.010431170463562012 time: 3:25:37.710936
- B/E: 109 / 92 , Gen_loss: -0.36073783 MI_loss: 21.886263 Detection error: 0.010429561138153076 time: 3:25:38.574245
- B/E: 110 / 92 , Gen_loss: -0.35707012 MI_loss: 21.507645 Detection error: 0.010422587394714355 time: 3:25:39.437304
- B/E: 111 / 92 , Gen_loss: -0.34891343 MI_loss: 21.209839 Detection error: 0.010419070720672607 time: 3:25:40.387421
- B/E: 112 / 92 , Gen_loss: -0.35054752 MI_loss: 21.127499 Detection error: 0.010418951511383057 time: 3:25:41.210730
- B/E: 113 / 92 , Gen_loss: -0.35545287 MI_loss: 21.672739 Detection error: 0.010419964790344238 time: 3:25:42.069599
- B/E: 114 / 92 , Gen_loss: -0.35355675 MI_loss: 21.67271 Detection error: 0.010423123836517334 time: 3:25:42.929923
- B/E: 115 / 92 , Gen_loss: -0.3636769 MI_loss: 21.986748 Detection error: 0.010416209697723389 time: 3:25:43.709505
- B/E: 116 / 92 , Gen_loss: -0.35049438 MI_loss: 21.423473 Detection error: 0.010420143604278564 time: 3:25:44.460907
- B/E: 117 / 92 , Gen_loss: -0.35164428 MI_loss: 21.43377 Detection error: 0.010418951511383057 time: 3:25:45.343307
- B/E: 118 / 92 , Gen_loss: -0.3574124 MI_loss: 21.653648 Detection error: 0.010414659976959229 time: 3:25:46.135902
- B/E: 119 / 92 , Gen_loss: -0.35566163 MI_loss: 21.566292 Detection error: 0.010416388511657715 time: 3:25:46.921022
- B/E: 120 / 92 , Gen_loss: -0.35879886 MI_loss: 21.776825 Detection error: 0.010409116744995117 time: 3:25:47.695396
- B/E: 121 / 92 , Gen_loss: -0.35980803 MI_loss: 21.855371 Detection error: 0.010419070720672607 time: 3:25:48.554721
- B/E: 122 / 92 , Gen_loss: -0.36719507 MI_loss: 22.216835 Detection error: 0.010415375232696533 time: 3:25:49.339920
- B/E: 123 / 92 , Gen_loss: -0.34771433 MI_loss: 20.963055 Detection error: 0.010403215885162354 time: 3:25:50.179671
- B/E: 124 / 92 , Gen_loss: -0.35617727 MI_loss: 21.519226 Detection error: 0.010405480861663818 time: 3:25:51.038660
- B/E: 125 / 92 , Gen_loss: -0.35779563 MI_loss: 21.624235 Detection error: 0.010406255722045898 time: 3:25:51.917473
- B/E: 126 / 92 , Gen_loss: -0.34528622 MI_loss: 21.12324 Detection error: 0.010415613651275635 time: 3:25:52.701883
- B/E: 127 / 92 , Gen_loss: -0.3472319 MI_loss: 21.044783 Detection error: 0.010413110256195068 time: 3:25:53.551760
- B/E: 128 / 92 , Gen_loss: -0.35504892 MI_loss: 21.539896 Detection error: 0.01041954755783081 time: 3:25:54.317841
- B/E: 129 / 92 , Gen_loss: -0.340165 MI_loss: 20.698307 Detection error: 0.010425984859466553 time: 3:25:55.186731
- B/E: 130 / 92 , Gen_loss: -0.3580047 MI_loss: 21.707954 Detection error: 0.010429143905639648 time: 3:25:56.048827
- B/E: 131 / 92 , Gen_loss: -0.35244465 MI_loss: 21.2501 Detection error: 0.010436773300170898 time: 3:25:56.904829
- B/E: 132 / 92 , Gen_loss: -0.3589582 MI_loss: 21.656828 Detection error: 0.010429739952087402 time: 3:25:57.761825
- B/E: 133 / 92 , Gen_loss: -0.35328826 MI_loss: 21.577347 Detection error: 0.010438203811645508 time: 3:25:58.619223
- B/E: 134 / 92 , Gen_loss: -0.36694238 MI_loss: 22.240067 Detection error: 0.01044076681137085 time: 3:25:59.480808
- B/E: 135 / 92 , Gen_loss: -0.35483235 MI_loss: 21.560305 Detection error: 0.010445773601531982 time: 3:26:00.340639
- B/E: 136 / 92 , Gen_loss: -0.34930095 MI_loss: 21.216768 Detection error: 0.010445713996887207 time: 3:26:01.198638
- B/E: 137 / 92 , Gen_loss: -0.35086367 MI_loss: 21.292597 Detection error: 0.01044929027557373 time: 3:26:02.055676
- B/E: 138 / 92 , Gen_loss: -0.3555226 MI_loss: 21.666365 Detection error: 0.01045525074005127 time: 3:26:02.917939
- B/E: 139 / 92 , Gen_loss: -0.35971907 MI_loss: 21.663815 Detection error: 0.01045691967010498 time: 3:26:03.774540
- B/E: 140 / 92 , Gen_loss: -0.34162104 MI_loss: 20.791018 Detection error: 0.01045769453048706 time: 3:26:04.631610
- B/E: 141 / 92 , Gen_loss: -0.365709 MI_loss: 22.033749 Detection error: 0.010457277297973633 time: 3:26:05.490676
- B/E: 142 / 92 , Gen_loss: -0.34995088 MI_loss: 21.193628 Detection error: 0.010456264019012451 time: 3:26:06.353821
- B/E: 143 / 92 , Gen_loss: -0.3580178 MI_loss: 21.642977 Detection error: 0.01045680046081543 time: 3:26:07.293721
- B/E: 144 / 92 , Gen_loss: -0.34578115 MI_loss: 20.97707 Detection error: 0.010461866855621338 time: 3:26:08.160152
- B/E: 145 / 92 , Gen_loss: -0.3472072 MI_loss: 20.908083 Detection error: 0.010465741157531738 time: 3:26:09.021650
- B/E: 146 / 92 , Gen_loss: -0.35573623 MI_loss: 21.438232 Detection error: 0.010468542575836182 time: 3:26:09.837055
- B/E: 147 / 92 , Gen_loss: -0.34847948 MI_loss: 21.154799 Detection error: 0.01047062873840332 time: 3:26:10.688599
- B/E: 148 / 92 , Gen_loss: -0.3559458 MI_loss: 21.465923 Detection error: 0.010469198226928711 time: 3:26:11.469300
- B/E: 149 / 92 , Gen_loss: -0.35491395 MI_loss: 21.552551 Detection error: 0.010476648807525635 time: 3:26:12.296625
-
- Test Loss: 10.742122 Test Error: 0.01109999418258667
- -----
- EPOCH: 93
- B/E: 0 / 93 , Gen_loss: -0.33651522 MI_loss: 20.492004 Detection error: 0.01171875 time: 3:26:14.247325
- B/E: 1 / 93 , Gen_loss: -0.34477615 MI_loss: 20.896584 Detection error: 0.011828124523162842 time: 3:26:26.123808
- B/E: 2 / 93 , Gen_loss: -0.34164545 MI_loss: 20.519796 Detection error: 0.010916650295257568 time: 3:26:27.025495
- B/E: 3 / 93 , Gen_loss: -0.35355327 MI_loss: 21.57177 Detection error: 0.010851562023162842 time: 3:26:27.895043
- B/E: 4 / 93 , Gen_loss: -0.34353107 MI_loss: 20.98028 Detection error: 0.01083749532699585 time: 3:26:28.755356
- B/E: 5 / 93 , Gen_loss: -0.35018924 MI_loss: 21.212551 Detection error: 0.01072394847869873 time: 3:26:29.723123
- B/E: 6 / 93 , Gen_loss: -0.35030377 MI_loss: 21.404314 Detection error: 0.010718762874603271 time: 3:26:30.582664
- B/E: 7 / 93 , Gen_loss: -0.35357136 MI_loss: 21.482595 Detection error: 0.010753929615020752 time: 3:26:31.441051
- B/E: 8 / 93 , Gen_loss: -0.36330128 MI_loss: 21.918474 Detection error: 0.010663211345672607 time: 3:26:32.298218
- B/E: 9 / 93 , Gen_loss: -0.35041884 MI_loss: 21.140404 Detection error: 0.010553121566772461 time: 3:26:33.161203
- B/E: 10 / 93 , Gen_loss: -0.35140467 MI_loss: 21.219275 Detection error: 0.01058804988861084 time: 3:26:34.020570
- B/E: 11 / 93 , Gen_loss: -0.3494265 MI_loss: 21.033049 Detection error: 0.010585963726043701 time: 3:26:34.878761
- B/E: 12 / 93 , Gen_loss: -0.35755715 MI_loss: 21.687986 Detection error: 0.0106658935546875 time: 3:26:35.738745
- B/E: 13 / 93 , Gen_loss: -0.34488794 MI_loss: 20.969269 Detection error: 0.01060938835144043 time: 3:26:36.599232
- B/E: 14 / 93 , Gen_loss: -0.34503415 MI_loss: 21.046524 Detection error: 0.01061248779296875 time: 3:26:37.460015
- B/E: 15 / 93 , Gen_loss: -0.35751224 MI_loss: 21.778103 Detection error: 0.010615229606628418 time: 3:26:38.321442
- B/E: 16 / 93 , Gen_loss: -0.35007885 MI_loss: 20.95615 Detection error: 0.010593771934509277 time: 3:26:39.183073
- B/E: 17 / 93 , Gen_loss: -0.34734827 MI_loss: 21.14012 Detection error: 0.010562479496002197 time: 3:26:40.048235
- B/E: 18 / 93 , Gen_loss: -0.35035604 MI_loss: 21.132864 Detection error: 0.010491788387298584 time: 3:26:40.911679
- B/E: 19 / 93 , Gen_loss: -0.3608452 MI_loss: 21.88551 Detection error: 0.010493755340576172 time: 3:26:41.770864
- B/E: 20 / 93 , Gen_loss: -0.3551865 MI_loss: 21.41258 Detection error: 0.010502994060516357 time: 3:26:42.728576
- B/E: 21 / 93 , Gen_loss: -0.34676263 MI_loss: 21.14513 Detection error: 0.010492920875549316 time: 3:26:43.595550
- B/E: 22 / 93 , Gen_loss: -0.3546645 MI_loss: 21.604641 Detection error: 0.010470092296600342 time: 3:26:44.455279
- B/E: 23 / 93 , Gen_loss: -0.3554039 MI_loss: 21.46667 Detection error: 0.010477840900421143 time: 3:26:45.314265
- B/E: 24 / 93 , Gen_loss: -0.3519589 MI_loss: 21.317575 Detection error: 0.010478734970092773 time: 3:26:46.178501
- B/E: 25 / 93 , Gen_loss: -0.34660205 MI_loss: 21.156364 Detection error: 0.010465145111083984 time: 3:26:47.044098
- B/E: 26 / 93 , Gen_loss: -0.35603133 MI_loss: 21.804596 Detection error: 0.010542809963226318 time: 3:26:47.904818
- B/E: 27 / 93 , Gen_loss: -0.35681075 MI_loss: 21.63105 Detection error: 0.010535717010498047 time: 3:26:48.711150
- B/E: 28 / 93 , Gen_loss: -0.3498093 MI_loss: 21.237446 Detection error: 0.010544180870056152 time: 3:26:49.548889
- B/E: 29 / 93 , Gen_loss: -0.34540477 MI_loss: 21.008451 Detection error: 0.010560393333435059 time: 3:26:50.376560
- B/E: 30 / 93 , Gen_loss: -0.34615904 MI_loss: 21.044287 Detection error: 0.010550379753112793 time: 3:26:51.221733
- B/E: 31 / 93 , Gen_loss: -0.35579392 MI_loss: 21.606134 Detection error: 0.010511696338653564 time: 3:26:52.082620
- B/E: 32 / 93 , Gen_loss: -0.35481548 MI_loss: 21.683855 Detection error: 0.010516107082366943 time: 3:26:52.942338
- B/E: 33 / 93 , Gen_loss: -0.3435287 MI_loss: 20.830547 Detection error: 0.010487139225006104 time: 3:26:53.804769
- B/E: 34 / 93 , Gen_loss: -0.34979802 MI_loss: 21.182758 Detection error: 0.010480344295501709 time: 3:26:54.666003
- B/E: 35 / 93 , Gen_loss: -0.35340795 MI_loss: 21.424597 Detection error: 0.010467886924743652 time: 3:26:55.529175
- B/E: 36 / 93 , Gen_loss: -0.35730383 MI_loss: 21.568241 Detection error: 0.010451853275299072 time: 3:26:56.478340
- B/E: 37 / 93 , Gen_loss: -0.3497252 MI_loss: 21.211542 Detection error: 0.010448217391967773 time: 3:26:57.357283
- B/E: 38 / 93 , Gen_loss: -0.34685433 MI_loss: 21.072744 Detection error: 0.010465562343597412 time: 3:26:58.245104
- B/E: 39 / 93 , Gen_loss: -0.35194036 MI_loss: 21.27048 Detection error: 0.010433614253997803 time: 3:26:59.101589
- B/E: 40 / 93 , Gen_loss: -0.36052418 MI_loss: 21.804829 Detection error: 0.010432183742523193 time: 3:26:59.901967
- B/E: 41 / 93 , Gen_loss: -0.35098717 MI_loss: 21.266453 Detection error: 0.010429322719573975 time: 3:27:00.761716
- B/E: 42 / 93 , Gen_loss: -0.35150644 MI_loss: 21.286793 Detection error: 0.010419309139251709 time: 3:27:01.627558
- B/E: 43 / 93 , Gen_loss: -0.3534781 MI_loss: 21.519436 Detection error: 0.010415494441986084 time: 3:27:02.486892
- B/E: 44 / 93 , Gen_loss: -0.35508776 MI_loss: 21.536741 Detection error: 0.010429143905639648 time: 3:27:03.346876
- B/E: 45 / 93 , Gen_loss: -0.34599423 MI_loss: 20.951178 Detection error: 0.01043480634689331 time: 3:27:04.235087
- B/E: 46 / 93 , Gen_loss: -0.35470328 MI_loss: 21.49184 Detection error: 0.010435521602630615 time: 3:27:05.052420
- B/E: 47 / 93 , Gen_loss: -0.35309178 MI_loss: 21.486164 Detection error: 0.010425150394439697 time: 3:27:05.821568
- B/E: 48 / 93 , Gen_loss: -0.35381973 MI_loss: 21.45381 Detection error: 0.010438144207000732 time: 3:27:06.572823
- B/E: 49 / 93 , Gen_loss: -0.35128537 MI_loss: 21.299913 Detection error: 0.010438740253448486 time: 3:27:07.325869
- B/E: 50 / 93 , Gen_loss: -0.34918362 MI_loss: 21.331348 Detection error: 0.01044917106628418 time: 3:27:08.097750
- B/E: 51 / 93 , Gen_loss: -0.34617025 MI_loss: 21.14662 Detection error: 0.010450124740600586 time: 3:27:08.863383
- B/E: 52 / 93 , Gen_loss: -0.35656565 MI_loss: 21.754068 Detection error: 0.010456979274749756 time: 3:27:09.711039
- B/E: 53 / 93 , Gen_loss: -0.357966 MI_loss: 21.761887 Detection error: 0.010469317436218262 time: 3:27:10.541270
- B/E: 54 / 93 , Gen_loss: -0.35408512 MI_loss: 21.379204 Detection error: 0.010464191436767578 time: 3:27:11.401596
- B/E: 55 / 93 , Gen_loss: -0.35342044 MI_loss: 21.410904 Detection error: 0.010456502437591553 time: 3:27:12.265736
- B/E: 56 / 93 , Gen_loss: -0.3563416 MI_loss: 21.597277 Detection error: 0.010436415672302246 time: 3:27:13.127287
- B/E: 57 / 93 , Gen_loss: -0.35621706 MI_loss: 21.550776 Detection error: 0.010431051254272461 time: 3:27:13.991835
- B/E: 58 / 93 , Gen_loss: -0.34485418 MI_loss: 20.812037 Detection error: 0.010419487953186035 time: 3:27:14.785849
- B/E: 59 / 93 , Gen_loss: -0.3545128 MI_loss: 21.532257 Detection error: 0.01044321060180664 time: 3:27:15.552792
- B/E: 60 / 93 , Gen_loss: -0.35153908 MI_loss: 21.243422 Detection error: 0.010439574718475342 time: 3:27:16.401227
- B/E: 61 / 93 , Gen_loss: -0.35036266 MI_loss: 21.379887 Detection error: 0.010439038276672363 time: 3:27:17.259957
- B/E: 62 / 93 , Gen_loss: -0.35045964 MI_loss: 21.276749 Detection error: 0.010450422763824463 time: 3:27:18.118694
- B/E: 63 / 93 , Gen_loss: -0.35204834 MI_loss: 21.435055 Detection error: 0.01045215129852295 time: 3:27:18.978469
- B/E: 64 / 93 , Gen_loss: -0.35780132 MI_loss: 21.741577 Detection error: 0.01044762134552002 time: 3:27:19.836371
- B/E: 65 / 93 , Gen_loss: -0.3451418 MI_loss: 20.829771 Detection error: 0.01043558120727539 time: 3:27:20.693092
- B/E: 66 / 93 , Gen_loss: -0.366988 MI_loss: 22.234995 Detection error: 0.010439813137054443 time: 3:27:21.550241
- B/E: 67 / 93 , Gen_loss: -0.35883015 MI_loss: 21.70346 Detection error: 0.010421395301818848 time: 3:27:22.412451
- B/E: 68 / 93 , Gen_loss: -0.34936005 MI_loss: 21.25909 Detection error: 0.010429799556732178 time: 3:27:23.354486
- B/E: 69 / 93 , Gen_loss: -0.35374737 MI_loss: 21.428259 Detection error: 0.010435700416564941 time: 3:27:24.216399
- B/E: 70 / 93 , Gen_loss: -0.35650793 MI_loss: 21.530556 Detection error: 0.010433554649353027 time: 3:27:25.077177
- B/E: 71 / 93 , Gen_loss: -0.33940506 MI_loss: 20.519835 Detection error: 0.010437488555908203 time: 3:27:25.899643
- B/E: 72 / 93 , Gen_loss: -0.35408336 MI_loss: 21.50104 Detection error: 0.010437071323394775 time: 3:27:26.769285
- B/E: 73 / 93 , Gen_loss: -0.3542228 MI_loss: 21.427986 Detection error: 0.01042187213897705 time: 3:27:27.625489
- B/E: 74 / 93 , Gen_loss: -0.36182854 MI_loss: 22.121542 Detection error: 0.010426640510559082 time: 3:27:28.482650
- B/E: 75 / 93 , Gen_loss: -0.36165157 MI_loss: 21.928284 Detection error: 0.01042187213897705 time: 3:27:29.344963
- B/E: 76 / 93 , Gen_loss: -0.346345 MI_loss: 20.984219 Detection error: 0.010427772998809814 time: 3:27:30.202241
- B/E: 77 / 93 , Gen_loss: -0.3546649 MI_loss: 21.460255 Detection error: 0.010427474975585938 time: 3:27:31.059659
- B/E: 78 / 93 , Gen_loss: -0.35786113 MI_loss: 21.581059 Detection error: 0.010422885417938232 time: 3:27:31.920138
- B/E: 79 / 93 , Gen_loss: -0.34355852 MI_loss: 20.68285 Detection error: 0.010431230068206787 time: 3:27:32.779972
- B/E: 80 / 93 , Gen_loss: -0.3538022 MI_loss: 21.475924 Detection error: 0.010443687438964844 time: 3:27:33.637987
- B/E: 81 / 93 , Gen_loss: -0.34832725 MI_loss: 21.045885 Detection error: 0.01043713092803955 time: 3:27:34.495704
- B/E: 82 / 93 , Gen_loss: -0.35137627 MI_loss: 21.277473 Detection error: 0.01043713092803955 time: 3:27:35.353673
- B/E: 83 / 93 , Gen_loss: -0.3476322 MI_loss: 21.06218 Detection error: 0.01044011116027832 time: 3:27:36.242939
- B/E: 84 / 93 , Gen_loss: -0.34606332 MI_loss: 21.126957 Detection error: 0.010434210300445557 time: 3:27:37.189607
- B/E: 85 / 93 , Gen_loss: -0.3521806 MI_loss: 21.244316 Detection error: 0.010416090488433838 time: 3:27:38.047691
- B/E: 86 / 93 , Gen_loss: -0.36009508 MI_loss: 21.684845 Detection error: 0.010417044162750244 time: 3:27:38.907436
- B/E: 87 / 93 , Gen_loss: -0.3476303 MI_loss: 21.178598 Detection error: 0.01040339469909668 time: 3:27:39.709142
- B/E: 88 / 93 , Gen_loss: -0.3491831 MI_loss: 21.178175 Detection error: 0.01039433479309082 time: 3:27:40.460530
- B/E: 89 / 93 , Gen_loss: -0.35514438 MI_loss: 21.673124 Detection error: 0.010403454303741455 time: 3:27:41.317273
- B/E: 90 / 93 , Gen_loss: -0.35208428 MI_loss: 21.400738 Detection error: 0.010402798652648926 time: 3:27:42.088901
- B/E: 91 / 93 , Gen_loss: -0.3527882 MI_loss: 21.484575 Detection error: 0.010405898094177246 time: 3:27:42.899699
- B/E: 92 / 93 , Gen_loss: -0.34227744 MI_loss: 20.631203 Detection error: 0.010395824909210205 time: 3:27:43.759525
- B/E: 93 / 93 , Gen_loss: -0.35417286 MI_loss: 21.51883 Detection error: 0.010394275188446045 time: 3:27:44.620103
- B/E: 94 / 93 , Gen_loss: -0.3462085 MI_loss: 21.257063 Detection error: 0.010409533977508545 time: 3:27:45.480629
- B/E: 95 / 93 , Gen_loss: -0.34623656 MI_loss: 21.054035 Detection error: 0.010415375232696533 time: 3:27:46.358275
- B/E: 96 / 93 , Gen_loss: -0.36012578 MI_loss: 21.818594 Detection error: 0.01040947437286377 time: 3:27:47.216818
- B/E: 97 / 93 , Gen_loss: -0.35023206 MI_loss: 21.199415 Detection error: 0.01040273904800415 time: 3:27:48.076641
- B/E: 98 / 93 , Gen_loss: -0.35647908 MI_loss: 21.49335 Detection error: 0.010388553142547607 time: 3:27:48.937553
- B/E: 99 / 93 , Gen_loss: -0.34624755 MI_loss: 20.897041 Detection error: 0.010389983654022217 time: 3:27:49.797303
- B/E: 100 / 93 , Gen_loss: -0.36315903 MI_loss: 22.052547 Detection error: 0.01038891077041626 time: 3:27:50.759375
- B/E: 101 / 93 , Gen_loss: -0.3539234 MI_loss: 21.501688 Detection error: 0.010397374629974365 time: 3:27:51.618670
- B/E: 102 / 93 , Gen_loss: -0.3507526 MI_loss: 21.26167 Detection error: 0.010397732257843018 time: 3:27:52.483355
- B/E: 103 / 93 , Gen_loss: -0.35451296 MI_loss: 21.494741 Detection error: 0.010401129722595215 time: 3:27:53.346574
- B/E: 104 / 93 , Gen_loss: -0.3616432 MI_loss: 21.970074 Detection error: 0.010400891304016113 time: 3:27:54.209714
- B/E: 105 / 93 , Gen_loss: -0.34917837 MI_loss: 21.191395 Detection error: 0.01039743423461914 time: 3:27:55.072571
- B/E: 106 / 93 , Gen_loss: -0.35072234 MI_loss: 21.26187 Detection error: 0.010403931140899658 time: 3:27:55.881719
- B/E: 107 / 93 , Gen_loss: -0.36135957 MI_loss: 21.92975 Detection error: 0.010408580303192139 time: 3:27:56.653388
- B/E: 108 / 93 , Gen_loss: -0.36415932 MI_loss: 22.03713 Detection error: 0.010411977767944336 time: 3:27:57.407746
- B/E: 109 / 93 , Gen_loss: -0.35061786 MI_loss: 21.294472 Detection error: 0.010409653186798096 time: 3:27:58.160882
- B/E: 110 / 93 , Gen_loss: -0.34612757 MI_loss: 20.817862 Detection error: 0.010397493839263916 time: 3:27:58.929452
- B/E: 111 / 93 , Gen_loss: -0.3618415 MI_loss: 21.85378 Detection error: 0.010395348072052002 time: 3:27:59.682035
- B/E: 112 / 93 , Gen_loss: -0.3616662 MI_loss: 21.866997 Detection error: 0.010391056537628174 time: 3:28:00.439920
- B/E: 113 / 93 , Gen_loss: -0.35867554 MI_loss: 21.876694 Detection error: 0.010399401187896729 time: 3:28:01.206217
- B/E: 114 / 93 , Gen_loss: -0.3580152 MI_loss: 21.786352 Detection error: 0.010399699211120605 time: 3:28:02.083295
- B/E: 115 / 93 , Gen_loss: -0.349304 MI_loss: 21.083715 Detection error: 0.010393857955932617 time: 3:28:02.942413
- B/E: 116 / 93 , Gen_loss: -0.35144314 MI_loss: 21.294882 Detection error: 0.010396122932434082 time: 3:28:03.885564
- B/E: 117 / 93 , Gen_loss: -0.3459465 MI_loss: 20.995024 Detection error: 0.0103951096534729 time: 3:28:04.687845
- B/E: 118 / 93 , Gen_loss: -0.35736257 MI_loss: 21.656775 Detection error: 0.010391294956207275 time: 3:28:05.455366
- B/E: 119 / 93 , Gen_loss: -0.3535055 MI_loss: 21.416605 Detection error: 0.010392427444458008 time: 3:28:06.323664
- B/E: 120 / 93 , Gen_loss: -0.3608602 MI_loss: 21.943375 Detection error: 0.010388970375061035 time: 3:28:07.181986
- B/E: 121 / 93 , Gen_loss: -0.35224026 MI_loss: 21.436386 Detection error: 0.01039576530456543 time: 3:28:08.043806
- B/E: 122 / 93 , Gen_loss: -0.3485309 MI_loss: 21.105745 Detection error: 0.010391533374786377 time: 3:28:08.902678
- B/E: 123 / 93 , Gen_loss: -0.35263997 MI_loss: 21.395798 Detection error: 0.010386347770690918 time: 3:28:09.761686
- B/E: 124 / 93 , Gen_loss: -0.35261005 MI_loss: 21.434122 Detection error: 0.01038748025894165 time: 3:28:10.620656
- B/E: 125 / 93 , Gen_loss: -0.3586542 MI_loss: 21.743036 Detection error: 0.010389864444732666 time: 3:28:11.490569
- B/E: 126 / 93 , Gen_loss: -0.35264832 MI_loss: 21.59129 Detection error: 0.010397613048553467 time: 3:28:12.351126
- B/E: 127 / 93 , Gen_loss: -0.35276213 MI_loss: 21.428856 Detection error: 0.01039797067642212 time: 3:28:13.210489
- B/E: 128 / 93 , Gen_loss: -0.3476004 MI_loss: 21.038406 Detection error: 0.010402143001556396 time: 3:28:14.070435
- B/E: 129 / 93 , Gen_loss: -0.35171312 MI_loss: 21.314388 Detection error: 0.01040959358215332 time: 3:28:14.940713
- B/E: 130 / 93 , Gen_loss: -0.35691923 MI_loss: 21.657831 Detection error: 0.010416746139526367 time: 3:28:15.802099
- B/E: 131 / 93 , Gen_loss: -0.3418092 MI_loss: 20.656483 Detection error: 0.010419487953186035 time: 3:28:16.662029
- B/E: 132 / 93 , Gen_loss: -0.35328218 MI_loss: 21.378006 Detection error: 0.010412812232971191 time: 3:28:17.609841
- B/E: 133 / 93 , Gen_loss: -0.36284062 MI_loss: 21.931686 Detection error: 0.01041954755783081 time: 3:28:18.495634
- B/E: 134 / 93 , Gen_loss: -0.34996644 MI_loss: 21.476128 Detection error: 0.010427772998809814 time: 3:28:19.355488
- B/E: 135 / 93 , Gen_loss: -0.35475063 MI_loss: 21.508326 Detection error: 0.010429024696350098 time: 3:28:20.213584
- B/E: 136 / 93 , Gen_loss: -0.3418936 MI_loss: 20.687428 Detection error: 0.010428130626678467 time: 3:28:21.076024
- B/E: 137 / 93 , Gen_loss: -0.35225743 MI_loss: 21.25013 Detection error: 0.010432064533233643 time: 3:28:21.947434
- B/E: 138 / 93 , Gen_loss: -0.34135488 MI_loss: 20.668892 Detection error: 0.010434329509735107 time: 3:28:22.808297
- B/E: 139 / 93 , Gen_loss: -0.35464573 MI_loss: 21.504421 Detection error: 0.010435044765472412 time: 3:28:23.672695
- B/E: 140 / 93 , Gen_loss: -0.34812865 MI_loss: 21.198643 Detection error: 0.010436415672302246 time: 3:28:24.554508
- B/E: 141 / 93 , Gen_loss: -0.35501868 MI_loss: 21.487782 Detection error: 0.010435521602630615 time: 3:28:25.366298
- B/E: 142 / 93 , Gen_loss: -0.35862046 MI_loss: 21.819832 Detection error: 0.010431170463562012 time: 3:28:26.131739
- B/E: 143 / 93 , Gen_loss: -0.35996005 MI_loss: 21.918777 Detection error: 0.010431408882141113 time: 3:28:26.980919
- B/E: 144 / 93 , Gen_loss: -0.34642723 MI_loss: 21.023993 Detection error: 0.010437488555908203 time: 3:28:27.837707
- B/E: 145 / 93 , Gen_loss: -0.34868565 MI_loss: 21.039309 Detection error: 0.01044541597366333 time: 3:28:28.697431
- B/E: 146 / 93 , Gen_loss: -0.3467633 MI_loss: 20.987583 Detection error: 0.010445773601531982 time: 3:28:29.558658
- B/E: 147 / 93 , Gen_loss: -0.35648 MI_loss: 21.666485 Detection error: 0.010447442531585693 time: 3:28:30.416439
- B/E: 148 / 93 , Gen_loss: -0.34508422 MI_loss: 20.800783 Detection error: 0.010445892810821533 time: 3:28:31.374886
- B/E: 149 / 93 , Gen_loss: -0.3490894 MI_loss: 21.175682 Detection error: 0.010454773902893066 time: 3:28:32.239892
-
- Test Loss: 10.737284 Test Error: 0.01108330488204956
- -----
- EPOCH: 94
- B/E: 0 / 94 , Gen_loss: -0.34755605 MI_loss: 20.88993 Detection error: 0.011593759059906006 time: 3:28:34.100470
- B/E: 1 / 94 , Gen_loss: -0.34709644 MI_loss: 21.06028 Detection error: 0.011593759059906006 time: 3:28:45.916281
- B/E: 2 / 94 , Gen_loss: -0.3412978 MI_loss: 20.752293 Detection error: 0.010999977588653564 time: 3:28:46.731008
- B/E: 3 / 94 , Gen_loss: -0.3481755 MI_loss: 21.183899 Detection error: 0.010882794857025146 time: 3:28:47.519147
- B/E: 4 / 94 , Gen_loss: -0.3536641 MI_loss: 21.360458 Detection error: 0.01068127155303955 time: 3:28:48.377093
- B/E: 5 / 94 , Gen_loss: -0.35417634 MI_loss: 21.784706 Detection error: 0.01072394847869873 time: 3:28:49.227962
- B/E: 6 / 94 , Gen_loss: -0.3576825 MI_loss: 21.66607 Detection error: 0.01078122854232788 time: 3:28:49.992092
- B/E: 7 / 94 , Gen_loss: -0.3629848 MI_loss: 21.97816 Detection error: 0.010749995708465576 time: 3:28:50.758434
- B/E: 8 / 94 , Gen_loss: -0.3500225 MI_loss: 21.172228 Detection error: 0.010656237602233887 time: 3:28:51.629790
- B/E: 9 / 94 , Gen_loss: -0.3593895 MI_loss: 21.80589 Detection error: 0.010528147220611572 time: 3:28:52.491669
- B/E: 10 / 94 , Gen_loss: -0.36436775 MI_loss: 22.230646 Detection error: 0.010613620281219482 time: 3:28:53.435204
- B/E: 11 / 94 , Gen_loss: -0.35155368 MI_loss: 21.24688 Detection error: 0.010604143142700195 time: 3:28:54.293541
- B/E: 12 / 94 , Gen_loss: -0.362934 MI_loss: 21.978422 Detection error: 0.010644257068634033 time: 3:28:55.150169
- B/E: 13 / 94 , Gen_loss: -0.3625395 MI_loss: 21.886295 Detection error: 0.010649561882019043 time: 3:28:56.031685
- B/E: 14 / 94 , Gen_loss: -0.354706 MI_loss: 21.514936 Detection error: 0.010645806789398193 time: 3:28:56.888801
- B/E: 15 / 94 , Gen_loss: -0.36031318 MI_loss: 21.896675 Detection error: 0.010601580142974854 time: 3:28:57.746762
- B/E: 16 / 94 , Gen_loss: -0.35887355 MI_loss: 21.559786 Detection error: 0.010568022727966309 time: 3:28:58.603996
- B/E: 17 / 94 , Gen_loss: -0.34721854 MI_loss: 21.001846 Detection error: 0.010513901710510254 time: 3:28:59.477731
- B/E: 18 / 94 , Gen_loss: -0.34757492 MI_loss: 21.01963 Detection error: 0.01048356294631958 time: 3:29:00.337699
- B/E: 19 / 94 , Gen_loss: -0.35732827 MI_loss: 21.777098 Detection error: 0.010490596294403076 time: 3:29:01.194576
- B/E: 20 / 94 , Gen_loss: -0.3559035 MI_loss: 21.606693 Detection error: 0.01048213243484497 time: 3:29:02.052038
- B/E: 21 / 94 , Gen_loss: -0.3412898 MI_loss: 20.577868 Detection error: 0.010500013828277588 time: 3:29:02.932087
- B/E: 22 / 94 , Gen_loss: -0.36004722 MI_loss: 21.8067 Detection error: 0.01045382022857666 time: 3:29:03.716876
- B/E: 23 / 94 , Gen_loss: -0.35031056 MI_loss: 21.222864 Detection error: 0.010459661483764648 time: 3:29:04.599901
- B/E: 24 / 94 , Gen_loss: -0.35291794 MI_loss: 21.449686 Detection error: 0.010458767414093018 time: 3:29:05.458379
- B/E: 25 / 94 , Gen_loss: -0.3514618 MI_loss: 21.172161 Detection error: 0.010477185249328613 time: 3:29:06.419827
- B/E: 26 / 94 , Gen_loss: -0.35401955 MI_loss: 21.598278 Detection error: 0.01052546501159668 time: 3:29:07.277989
- B/E: 27 / 94 , Gen_loss: -0.35846472 MI_loss: 21.894234 Detection error: 0.010516762733459473 time: 3:29:08.136540
- B/E: 28 / 94 , Gen_loss: -0.34975588 MI_loss: 21.2719 Detection error: 0.010512948036193848 time: 3:29:08.995684
- B/E: 29 / 94 , Gen_loss: -0.358851 MI_loss: 21.754717 Detection error: 0.010528147220611572 time: 3:29:09.855150
- B/E: 30 / 94 , Gen_loss: -0.3524352 MI_loss: 21.409554 Detection error: 0.010510087013244629 time: 3:29:10.713815
- B/E: 31 / 94 , Gen_loss: -0.34792605 MI_loss: 20.987123 Detection error: 0.010486304759979248 time: 3:29:11.575689
- B/E: 32 / 94 , Gen_loss: -0.35688826 MI_loss: 21.644562 Detection error: 0.01048576831817627 time: 3:29:12.435997
- B/E: 33 / 94 , Gen_loss: -0.3458075 MI_loss: 21.036844 Detection error: 0.010452210903167725 time: 3:29:13.295884
- B/E: 34 / 94 , Gen_loss: -0.35192835 MI_loss: 21.381344 Detection error: 0.010460734367370605 time: 3:29:14.104214
- B/E: 35 / 94 , Gen_loss: -0.3504207 MI_loss: 21.44187 Detection error: 0.010448813438415527 time: 3:29:14.857593
- B/E: 36 / 94 , Gen_loss: -0.35655248 MI_loss: 21.481398 Detection error: 0.010429024696350098 time: 3:29:15.697981
- B/E: 37 / 94 , Gen_loss: -0.36675945 MI_loss: 22.105686 Detection error: 0.010426819324493408 time: 3:29:16.555413
- B/E: 38 / 94 , Gen_loss: -0.35867125 MI_loss: 21.749712 Detection error: 0.010437488555908203 time: 3:29:17.416373
- B/E: 39 / 94 , Gen_loss: -0.36569118 MI_loss: 22.086601 Detection error: 0.010417163372039795 time: 3:29:18.276393
- B/E: 40 / 94 , Gen_loss: -0.35680017 MI_loss: 21.612516 Detection error: 0.010403990745544434 time: 3:29:19.122482
- B/E: 41 / 94 , Gen_loss: -0.35832536 MI_loss: 21.725254 Detection error: 0.01040107011795044 time: 3:29:19.952355
- B/E: 42 / 94 , Gen_loss: -0.365079 MI_loss: 22.306637 Detection error: 0.010394632816314697 time: 3:29:20.813144
- B/E: 43 / 94 , Gen_loss: -0.36429033 MI_loss: 22.056965 Detection error: 0.010399878025054932 time: 3:29:21.671899
- B/E: 44 / 94 , Gen_loss: -0.34460905 MI_loss: 20.942383 Detection error: 0.010403454303741455 time: 3:29:22.531938
- B/E: 45 / 94 , Gen_loss: -0.34926012 MI_loss: 21.207333 Detection error: 0.01040351390838623 time: 3:29:23.394246
- B/E: 46 / 94 , Gen_loss: -0.35898742 MI_loss: 21.742481 Detection error: 0.010410904884338379 time: 3:29:24.257586
- B/E: 47 / 94 , Gen_loss: -0.35350892 MI_loss: 21.28079 Detection error: 0.010402977466583252 time: 3:29:25.125596
- B/E: 48 / 94 , Gen_loss: -0.35917485 MI_loss: 21.848495 Detection error: 0.010422170162200928 time: 3:29:25.985526
- B/E: 49 / 94 , Gen_loss: -0.3486655 MI_loss: 21.228294 Detection error: 0.010435640811920166 time: 3:29:26.845216
- B/E: 50 / 94 , Gen_loss: -0.36277997 MI_loss: 21.972923 Detection error: 0.010438084602355957 time: 3:29:27.706034
- B/E: 51 / 94 , Gen_loss: -0.3528518 MI_loss: 21.372932 Detection error: 0.010435104370117188 time: 3:29:28.564015
- B/E: 52 / 94 , Gen_loss: -0.3549136 MI_loss: 21.617682 Detection error: 0.010439276695251465 time: 3:29:29.421803
- B/E: 53 / 94 , Gen_loss: -0.3582371 MI_loss: 21.68693 Detection error: 0.010438680648803711 time: 3:29:30.282081
- B/E: 54 / 94 , Gen_loss: -0.35595876 MI_loss: 21.526608 Detection error: 0.010442614555358887 time: 3:29:31.100941
- B/E: 55 / 94 , Gen_loss: -0.3581494 MI_loss: 21.827272 Detection error: 0.010430216789245605 time: 3:29:31.852593
- B/E: 56 / 94 , Gen_loss: -0.3496439 MI_loss: 21.197935 Detection error: 0.010418295860290527 time: 3:29:32.602716
- B/E: 57 / 94 , Gen_loss: -0.35475615 MI_loss: 21.397474 Detection error: 0.010410010814666748 time: 3:29:33.561814
- B/E: 58 / 94 , Gen_loss: -0.352884 MI_loss: 21.358232 Detection error: 0.010399878025054932 time: 3:29:34.447516
- B/E: 59 / 94 , Gen_loss: -0.35675249 MI_loss: 21.714394 Detection error: 0.010419785976409912 time: 3:29:35.307587
- B/E: 60 / 94 , Gen_loss: -0.36242747 MI_loss: 21.968872 Detection error: 0.01042264699935913 time: 3:29:36.169234
- B/E: 61 / 94 , Gen_loss: -0.35268846 MI_loss: 21.42792 Detection error: 0.010425925254821777 time: 3:29:37.030156
- B/E: 62 / 94 , Gen_loss: -0.35078707 MI_loss: 21.401846 Detection error: 0.010428547859191895 time: 3:29:37.906177
- B/E: 63 / 94 , Gen_loss: -0.35926935 MI_loss: 21.80998 Detection error: 0.010425806045532227 time: 3:29:38.784458
- B/E: 64 / 94 , Gen_loss: -0.34904033 MI_loss: 21.283478 Detection error: 0.010425984859466553 time: 3:29:39.565870
- B/E: 65 / 94 , Gen_loss: -0.3551458 MI_loss: 21.592556 Detection error: 0.010419964790344238 time: 3:29:40.318941
- B/E: 66 / 94 , Gen_loss: -0.3558592 MI_loss: 21.574345 Detection error: 0.010420680046081543 time: 3:29:41.185812
- B/E: 67 / 94 , Gen_loss: -0.36276817 MI_loss: 21.920265 Detection error: 0.010412216186523438 time: 3:29:42.045959
- B/E: 68 / 94 , Gen_loss: -0.35799214 MI_loss: 21.7802 Detection error: 0.010420739650726318 time: 3:29:42.902855
- B/E: 69 / 94 , Gen_loss: -0.35295388 MI_loss: 21.385395 Detection error: 0.010420560836791992 time: 3:29:43.761028
- B/E: 70 / 94 , Gen_loss: -0.36849767 MI_loss: 22.331089 Detection error: 0.010418593883514404 time: 3:29:44.622409
- B/E: 71 / 94 , Gen_loss: -0.35558403 MI_loss: 21.560219 Detection error: 0.010427534580230713 time: 3:29:45.489585
- B/E: 72 / 94 , Gen_loss: -0.35405153 MI_loss: 21.548218 Detection error: 0.01042252779006958 time: 3:29:46.347229
- B/E: 73 / 94 , Gen_loss: -0.3538053 MI_loss: 21.42737 Detection error: 0.010423123836517334 time: 3:29:47.307021
- B/E: 74 / 94 , Gen_loss: -0.34972438 MI_loss: 21.426813 Detection error: 0.010413765907287598 time: 3:29:48.170091
- B/E: 75 / 94 , Gen_loss: -0.34561735 MI_loss: 20.914516 Detection error: 0.010412395000457764 time: 3:29:49.031528
- B/E: 76 / 94 , Gen_loss: -0.34899873 MI_loss: 21.29749 Detection error: 0.010415613651275635 time: 3:29:49.890433
- B/E: 77 / 94 , Gen_loss: -0.34541574 MI_loss: 21.01399 Detection error: 0.010412275791168213 time: 3:29:50.747842
- B/E: 78 / 94 , Gen_loss: -0.35488996 MI_loss: 21.375053 Detection error: 0.010406255722045898 time: 3:29:51.610298
- B/E: 79 / 94 , Gen_loss: -0.3558075 MI_loss: 21.592155 Detection error: 0.01041877269744873 time: 3:29:52.467920
- B/E: 80 / 94 , Gen_loss: -0.3406689 MI_loss: 20.75296 Detection error: 0.01043093204498291 time: 3:29:53.330261
- B/E: 81 / 94 , Gen_loss: -0.35663885 MI_loss: 21.575 Detection error: 0.010429143905639648 time: 3:29:54.191323
- B/E: 82 / 94 , Gen_loss: -0.3547054 MI_loss: 21.434958 Detection error: 0.01042318344116211 time: 3:29:55.055201
- B/E: 83 / 94 , Gen_loss: -0.35916388 MI_loss: 21.687307 Detection error: 0.010423719882965088 time: 3:29:55.919917
- B/E: 84 / 94 , Gen_loss: -0.34924182 MI_loss: 21.269653 Detection error: 0.010419487953186035 time: 3:29:56.777881
- B/E: 85 / 94 , Gen_loss: -0.35411197 MI_loss: 21.385592 Detection error: 0.010405182838439941 time: 3:29:57.637413
- B/E: 86 / 94 , Gen_loss: -0.3507632 MI_loss: 21.126463 Detection error: 0.01040947437286377 time: 3:29:58.499761
- B/E: 87 / 94 , Gen_loss: -0.3411249 MI_loss: 20.650543 Detection error: 0.010403752326965332 time: 3:29:59.362856
- B/E: 88 / 94 , Gen_loss: -0.3571998 MI_loss: 21.547699 Detection error: 0.01039046049118042 time: 3:30:00.223935
- B/E: 89 / 94 , Gen_loss: -0.35003805 MI_loss: 21.231855 Detection error: 0.010399281978607178 time: 3:30:01.163550
- B/E: 90 / 94 , Gen_loss: -0.3601155 MI_loss: 21.777718 Detection error: 0.010398685932159424 time: 3:30:02.026401
- B/E: 91 / 94 , Gen_loss: -0.34985763 MI_loss: 21.20925 Detection error: 0.01040184497833252 time: 3:30:02.886181
- B/E: 92 / 94 , Gen_loss: -0.34326112 MI_loss: 20.789646 Detection error: 0.010394811630249023 time: 3:30:03.745547
- B/E: 93 / 94 , Gen_loss: -0.35930988 MI_loss: 21.738045 Detection error: 0.010390639305114746 time: 3:30:04.604841
- B/E: 94 / 94 , Gen_loss: -0.355249 MI_loss: 21.797115 Detection error: 0.010405242443084717 time: 3:30:05.469538
- B/E: 95 / 94 , Gen_loss: -0.3579715 MI_loss: 21.692347 Detection error: 0.010404646396636963 time: 3:30:06.332571
- B/E: 96 / 94 , Gen_loss: -0.36433887 MI_loss: 22.094158 Detection error: 0.01040428876876831 time: 3:30:07.192642
- B/E: 97 / 94 , Gen_loss: -0.35295448 MI_loss: 21.425676 Detection error: 0.010394155979156494 time: 3:30:07.998665
- B/E: 98 / 94 , Gen_loss: -0.3554861 MI_loss: 21.489166 Detection error: 0.010379433631896973 time: 3:30:08.751520
- B/E: 99 / 94 , Gen_loss: -0.35874337 MI_loss: 21.708475 Detection error: 0.010377824306488037 time: 3:30:09.511503
- B/E: 100 / 94 , Gen_loss: -0.36451906 MI_loss: 22.087936 Detection error: 0.010381817817687988 time: 3:30:10.289337
- B/E: 101 / 94 , Gen_loss: -0.355201 MI_loss: 21.563896 Detection error: 0.010387241840362549 time: 3:30:11.043316
- B/E: 102 / 94 , Gen_loss: -0.35504448 MI_loss: 21.41927 Detection error: 0.010390758514404297 time: 3:30:11.794052
- B/E: 103 / 94 , Gen_loss: -0.3595041 MI_loss: 21.82193 Detection error: 0.010392427444458008 time: 3:30:12.564751
- B/E: 104 / 94 , Gen_loss: -0.3543582 MI_loss: 21.393574 Detection error: 0.01039731502532959 time: 3:30:13.317223
- B/E: 105 / 94 , Gen_loss: -0.35372522 MI_loss: 21.395267 Detection error: 0.010391831398010254 time: 3:30:14.155782
- B/E: 106 / 94 , Gen_loss: -0.3585472 MI_loss: 21.928223 Detection error: 0.010396599769592285 time: 3:30:14.908909
- B/E: 107 / 94 , Gen_loss: -0.3486405 MI_loss: 21.11811 Detection error: 0.010401606559753418 time: 3:30:15.659527
- B/E: 108 / 94 , Gen_loss: -0.344814 MI_loss: 20.892542 Detection error: 0.010405123233795166 time: 3:30:16.427477
- B/E: 109 / 94 , Gen_loss: -0.3615531 MI_loss: 21.81788 Detection error: 0.010399997234344482 time: 3:30:17.312224
- B/E: 110 / 94 , Gen_loss: -0.3577673 MI_loss: 21.575722 Detection error: 0.010392189025878906 time: 3:30:18.174395
- B/E: 111 / 94 , Gen_loss: -0.35057133 MI_loss: 21.142504 Detection error: 0.01038503646850586 time: 3:30:19.035662
- B/E: 112 / 94 , Gen_loss: -0.3549744 MI_loss: 21.505898 Detection error: 0.010379970073699951 time: 3:30:19.920755
- B/E: 113 / 94 , Gen_loss: -0.35308373 MI_loss: 21.587166 Detection error: 0.010386765003204346 time: 3:30:20.781418
- B/E: 114 / 94 , Gen_loss: -0.3536626 MI_loss: 21.577066 Detection error: 0.010388851165771484 time: 3:30:21.644515
- B/E: 115 / 94 , Gen_loss: -0.3558664 MI_loss: 21.529896 Detection error: 0.010385751724243164 time: 3:30:22.505112
- B/E: 116 / 94 , Gen_loss: -0.35067987 MI_loss: 21.17291 Detection error: 0.010383009910583496 time: 3:30:23.368833
- B/E: 117 / 94 , Gen_loss: -0.3566765 MI_loss: 21.616127 Detection error: 0.010387182235717773 time: 3:30:24.228541
- B/E: 118 / 94 , Gen_loss: -0.35209772 MI_loss: 21.35165 Detection error: 0.010379970073699951 time: 3:30:25.086316
- B/E: 119 / 94 , Gen_loss: -0.35075653 MI_loss: 21.168398 Detection error: 0.010377585887908936 time: 3:30:25.946345
- B/E: 120 / 94 , Gen_loss: -0.3469065 MI_loss: 21.062037 Detection error: 0.010374724864959717 time: 3:30:26.809837
- B/E: 121 / 94 , Gen_loss: -0.35812238 MI_loss: 21.719677 Detection error: 0.010375022888183594 time: 3:30:27.768609
- B/E: 122 / 94 , Gen_loss: -0.3593753 MI_loss: 21.746378 Detection error: 0.010373473167419434 time: 3:30:28.631022
- B/E: 123 / 94 , Gen_loss: -0.3557968 MI_loss: 21.558699 Detection error: 0.01036691665649414 time: 3:30:29.489963
- B/E: 124 / 94 , Gen_loss: -0.34975073 MI_loss: 21.219332 Detection error: 0.01036602258682251 time: 3:30:30.350042
- B/E: 125 / 94 , Gen_loss: -0.3451991 MI_loss: 20.85445 Detection error: 0.010365545749664307 time: 3:30:31.209956
- B/E: 126 / 94 , Gen_loss: -0.36044496 MI_loss: 21.924774 Detection error: 0.010375022888183594 time: 3:30:32.068842
- B/E: 127 / 94 , Gen_loss: -0.3467058 MI_loss: 21.156313 Detection error: 0.010383307933807373 time: 3:30:32.926248
- B/E: 128 / 94 , Gen_loss: -0.35415006 MI_loss: 21.462595 Detection error: 0.010385632514953613 time: 3:30:33.790415
- B/E: 129 / 94 , Gen_loss: -0.35170162 MI_loss: 21.42023 Detection error: 0.010390400886535645 time: 3:30:34.655508
- B/E: 130 / 94 , Gen_loss: -0.3558467 MI_loss: 21.45359 Detection error: 0.010395288467407227 time: 3:30:35.543395
- B/E: 131 / 94 , Gen_loss: -0.3510424 MI_loss: 21.214842 Detection error: 0.010398447513580322 time: 3:30:36.401106
- B/E: 132 / 94 , Gen_loss: -0.35120088 MI_loss: 21.12978 Detection error: 0.010396361351013184 time: 3:30:37.266053
- B/E: 133 / 94 , Gen_loss: -0.3636451 MI_loss: 22.063328 Detection error: 0.01040041446685791 time: 3:30:38.155948
- B/E: 134 / 94 , Gen_loss: -0.35969463 MI_loss: 21.861778 Detection error: 0.01040416955947876 time: 3:30:39.014166
- B/E: 135 / 94 , Gen_loss: -0.35672075 MI_loss: 21.667068 Detection error: 0.010402143001556396 time: 3:30:39.872591
- B/E: 136 / 94 , Gen_loss: -0.34726283 MI_loss: 21.037731 Detection error: 0.010409235954284668 time: 3:30:40.732934
- B/E: 137 / 94 , Gen_loss: -0.3510169 MI_loss: 21.31871 Detection error: 0.010408937931060791 time: 3:30:41.680844
- B/E: 138 / 94 , Gen_loss: -0.35030758 MI_loss: 21.285746 Detection error: 0.010409832000732422 time: 3:30:42.539841
- B/E: 139 / 94 , Gen_loss: -0.35644782 MI_loss: 21.815582 Detection error: 0.010417401790618896 time: 3:30:43.397269
- B/E: 140 / 94 , Gen_loss: -0.35364828 MI_loss: 21.522924 Detection error: 0.010416865348815918 time: 3:30:44.210520
- B/E: 141 / 94 , Gen_loss: -0.35556495 MI_loss: 21.463121 Detection error: 0.010419249534606934 time: 3:30:44.961506
- B/E: 142 / 94 , Gen_loss: -0.35647658 MI_loss: 21.5616 Detection error: 0.010415852069854736 time: 3:30:45.713358
- B/E: 143 / 94 , Gen_loss: -0.36041644 MI_loss: 21.916283 Detection error: 0.010414063930511475 time: 3:30:46.531221
- B/E: 144 / 94 , Gen_loss: -0.35369605 MI_loss: 21.399334 Detection error: 0.010422170162200928 time: 3:30:47.390755
- B/E: 145 / 94 , Gen_loss: -0.360766 MI_loss: 21.99379 Detection error: 0.010424256324768066 time: 3:30:48.253607
- B/E: 146 / 94 , Gen_loss: -0.3591594 MI_loss: 21.820557 Detection error: 0.010426878929138184 time: 3:30:49.113120
- B/E: 147 / 94 , Gen_loss: -0.36379284 MI_loss: 22.042994 Detection error: 0.010429680347442627 time: 3:30:49.970204
- B/E: 148 / 94 , Gen_loss: -0.3610633 MI_loss: 21.83072 Detection error: 0.010431230068206787 time: 3:30:50.849323
- B/E: 149 / 94 , Gen_loss: -0.3525485 MI_loss: 21.399693 Detection error: 0.010437726974487305 time: 3:30:51.726212
-
- Test Loss: 10.741675 Test Error: 0.011075019836425781
- -----
- EPOCH: 95
- B/E: 0 / 95 , Gen_loss: -0.36119542 MI_loss: 21.936613 Detection error: 0.011281251907348633 time: 3:30:53.703160
- B/E: 1 / 95 , Gen_loss: -0.35366005 MI_loss: 21.531609 Detection error: 0.011312484741210938 time: 3:31:05.794344
- B/E: 2 / 95 , Gen_loss: -0.33910006 MI_loss: 20.424591 Detection error: 0.01108330488204956 time: 3:31:06.693052
- B/E: 3 / 95 , Gen_loss: -0.3523548 MI_loss: 21.295818 Detection error: 0.010921895503997803 time: 3:31:07.569071
- B/E: 4 / 95 , Gen_loss: -0.36128926 MI_loss: 21.900063 Detection error: 0.010662496089935303 time: 3:31:08.432127
- B/E: 5 / 95 , Gen_loss: -0.34937575 MI_loss: 21.270294 Detection error: 0.010635435581207275 time: 3:31:09.291553
- B/E: 6 / 95 , Gen_loss: -0.34812385 MI_loss: 21.202116 Detection error: 0.01066964864730835 time: 3:31:10.151306
- B/E: 7 / 95 , Gen_loss: -0.34862334 MI_loss: 21.160505 Detection error: 0.010664045810699463 time: 3:31:11.010998
- B/E: 8 / 95 , Gen_loss: -0.3541519 MI_loss: 21.427876 Detection error: 0.010555565357208252 time: 3:31:11.796421
- B/E: 9 / 95 , Gen_loss: -0.34024414 MI_loss: 20.76491 Detection error: 0.01057499647140503 time: 3:31:12.546668
- B/E: 10 / 95 , Gen_loss: -0.35661837 MI_loss: 21.60327 Detection error: 0.010545432567596436 time: 3:31:13.392660
- B/E: 11 / 95 , Gen_loss: -0.35880765 MI_loss: 21.706556 Detection error: 0.010593771934509277 time: 3:31:14.259455
- B/E: 12 / 95 , Gen_loss: -0.34921232 MI_loss: 21.116829 Detection error: 0.010644257068634033 time: 3:31:15.014012
- B/E: 13 / 95 , Gen_loss: -0.34375545 MI_loss: 20.876707 Detection error: 0.0106428861618042 time: 3:31:15.777678
- B/E: 14 / 95 , Gen_loss: -0.36266398 MI_loss: 21.824492 Detection error: 0.010604143142700195 time: 3:31:16.625777
- B/E: 15 / 95 , Gen_loss: -0.35264692 MI_loss: 21.422573 Detection error: 0.010589838027954102 time: 3:31:17.495147
- B/E: 16 / 95 , Gen_loss: -0.34977776 MI_loss: 21.01098 Detection error: 0.010544121265411377 time: 3:31:18.373144
- B/E: 17 / 95 , Gen_loss: -0.3470288 MI_loss: 21.00307 Detection error: 0.010529518127441406 time: 3:31:19.256013
- B/E: 18 / 95 , Gen_loss: -0.35345876 MI_loss: 21.32812 Detection error: 0.010465443134307861 time: 3:31:20.203086
- B/E: 19 / 95 , Gen_loss: -0.3473213 MI_loss: 21.126087 Detection error: 0.01047658920288086 time: 3:31:21.061210
- B/E: 20 / 95 , Gen_loss: -0.3442527 MI_loss: 20.800184 Detection error: 0.010495543479919434 time: 3:31:21.924672
- B/E: 21 / 95 , Gen_loss: -0.3473873 MI_loss: 21.165817 Detection error: 0.01049572229385376 time: 3:31:22.785415
- B/E: 22 / 95 , Gen_loss: -0.35239187 MI_loss: 21.234634 Detection error: 0.010460615158081055 time: 3:31:23.646334
- B/E: 23 / 95 , Gen_loss: -0.3557718 MI_loss: 21.497833 Detection error: 0.010472655296325684 time: 3:31:24.511571
- B/E: 24 / 95 , Gen_loss: -0.35188058 MI_loss: 21.270973 Detection error: 0.01044374704360962 time: 3:31:25.378982
- B/E: 25 / 95 , Gen_loss: -0.34280223 MI_loss: 20.726036 Detection error: 0.010463953018188477 time: 3:31:26.243363
- B/E: 26 / 95 , Gen_loss: -0.34535158 MI_loss: 20.876682 Detection error: 0.010519683361053467 time: 3:31:27.103798
- B/E: 27 / 95 , Gen_loss: -0.36074525 MI_loss: 21.989252 Detection error: 0.010529041290283203 time: 3:31:27.925834
- B/E: 28 / 95 , Gen_loss: -0.35605896 MI_loss: 21.48764 Detection error: 0.010528028011322021 time: 3:31:28.695108
- B/E: 29 / 95 , Gen_loss: -0.3592201 MI_loss: 21.753525 Detection error: 0.010553121566772461 time: 3:31:29.561596
- B/E: 30 / 95 , Gen_loss: -0.3388533 MI_loss: 20.415644 Detection error: 0.01051110029220581 time: 3:31:30.420403
- B/E: 31 / 95 , Gen_loss: -0.35661036 MI_loss: 21.647972 Detection error: 0.010489284992218018 time: 3:31:31.323682
- B/E: 32 / 95 , Gen_loss: -0.35568997 MI_loss: 21.6609 Detection error: 0.010488629341125488 time: 3:31:32.089716
- B/E: 33 / 95 , Gen_loss: -0.3498814 MI_loss: 21.275711 Detection error: 0.01046597957611084 time: 3:31:32.927967
- B/E: 34 / 95 , Gen_loss: -0.3346439 MI_loss: 20.369202 Detection error: 0.010463416576385498 time: 3:31:33.715358
- B/E: 35 / 95 , Gen_loss: -0.35163787 MI_loss: 21.291218 Detection error: 0.010443568229675293 time: 3:31:34.467299
- B/E: 36 / 95 , Gen_loss: -0.3523426 MI_loss: 21.299505 Detection error: 0.010429918766021729 time: 3:31:35.224730
- B/E: 37 / 95 , Gen_loss: -0.3714102 MI_loss: 22.511349 Detection error: 0.01042187213897705 time: 3:31:36.013991
- B/E: 38 / 95 , Gen_loss: -0.35415235 MI_loss: 21.553307 Detection error: 0.01044231653213501 time: 3:31:36.884097
- B/E: 39 / 95 , Gen_loss: -0.35565886 MI_loss: 21.439524 Detection error: 0.010428130626678467 time: 3:31:37.742027
- B/E: 40 / 95 , Gen_loss: -0.37062418 MI_loss: 22.35536 Detection error: 0.010422229766845703 time: 3:31:38.600445
- B/E: 41 / 95 , Gen_loss: -0.35847992 MI_loss: 21.823498 Detection error: 0.01040107011795044 time: 3:31:39.462186
- B/E: 42 / 95 , Gen_loss: -0.34524536 MI_loss: 20.928122 Detection error: 0.010404825210571289 time: 3:31:40.321937
- B/E: 43 / 95 , Gen_loss: -0.36520123 MI_loss: 22.045038 Detection error: 0.010399878025054932 time: 3:31:41.179800
- B/E: 44 / 95 , Gen_loss: -0.36116737 MI_loss: 22.101088 Detection error: 0.010405540466308594 time: 3:31:42.038998
- B/E: 45 / 95 , Gen_loss: -0.37107503 MI_loss: 22.465813 Detection error: 0.010413050651550293 time: 3:31:42.898662
- B/E: 46 / 95 , Gen_loss: -0.35263643 MI_loss: 21.273777 Detection error: 0.010418891906738281 time: 3:31:43.757391
- B/E: 47 / 95 , Gen_loss: -0.34313893 MI_loss: 20.770184 Detection error: 0.010416686534881592 time: 3:31:44.618324
- B/E: 48 / 95 , Gen_loss: -0.36071044 MI_loss: 21.782887 Detection error: 0.010434925556182861 time: 3:31:45.573349
- B/E: 49 / 95 , Gen_loss: -0.3485192 MI_loss: 21.228249 Detection error: 0.010428130626678467 time: 3:31:46.433538
- B/E: 50 / 95 , Gen_loss: -0.35503104 MI_loss: 21.396818 Detection error: 0.010438084602355957 time: 3:31:47.290300
- B/E: 51 / 95 , Gen_loss: -0.357293 MI_loss: 21.685032 Detection error: 0.010448336601257324 time: 3:31:48.148179
- B/E: 52 / 95 , Gen_loss: -0.35314155 MI_loss: 21.263786 Detection error: 0.010443389415740967 time: 3:31:49.006073
- B/E: 53 / 95 , Gen_loss: -0.35706297 MI_loss: 21.632576 Detection error: 0.01045602560043335 time: 3:31:49.866712
- B/E: 54 / 95 , Gen_loss: -0.36453113 MI_loss: 22.22321 Detection error: 0.010461390018463135 time: 3:31:50.729094
- B/E: 55 / 95 , Gen_loss: -0.34282237 MI_loss: 20.823235 Detection error: 0.010441422462463379 time: 3:31:51.586903
- B/E: 56 / 95 , Gen_loss: -0.3459032 MI_loss: 20.960972 Detection error: 0.010428190231323242 time: 3:31:52.448354
- B/E: 57 / 95 , Gen_loss: -0.35030726 MI_loss: 21.125914 Detection error: 0.010415971279144287 time: 3:31:53.308869
- B/E: 58 / 95 , Gen_loss: -0.3525888 MI_loss: 21.44493 Detection error: 0.010405182838439941 time: 3:31:54.170603
- B/E: 59 / 95 , Gen_loss: -0.35144508 MI_loss: 21.24396 Detection error: 0.010431766510009766 time: 3:31:55.030789
- B/E: 60 / 95 , Gen_loss: -0.36589542 MI_loss: 22.067001 Detection error: 0.010426759719848633 time: 3:31:55.809182
- B/E: 61 / 95 , Gen_loss: -0.3483634 MI_loss: 21.144127 Detection error: 0.010421395301818848 time: 3:31:56.560460
- B/E: 62 / 95 , Gen_loss: -0.3483259 MI_loss: 21.19702 Detection error: 0.010426104068756104 time: 3:31:57.415248
- B/E: 63 / 95 , Gen_loss: -0.3609232 MI_loss: 21.822865 Detection error: 0.010432600975036621 time: 3:31:58.324380
- B/E: 64 / 95 , Gen_loss: -0.35073146 MI_loss: 21.30844 Detection error: 0.010424971580505371 time: 3:31:59.184011
- B/E: 65 / 95 , Gen_loss: -0.34911746 MI_loss: 21.10287 Detection error: 0.010420441627502441 time: 3:32:00.042550
- B/E: 66 / 95 , Gen_loss: -0.3660407 MI_loss: 22.148878 Detection error: 0.01042163372039795 time: 3:32:00.904446
- B/E: 67 / 95 , Gen_loss: -0.3636123 MI_loss: 21.885105 Detection error: 0.010408103466033936 time: 3:32:01.764759
- B/E: 68 / 95 , Gen_loss: -0.3473882 MI_loss: 21.18192 Detection error: 0.010411202907562256 time: 3:32:02.645628
- B/E: 69 / 95 , Gen_loss: -0.35458645 MI_loss: 21.365992 Detection error: 0.01041877269744873 time: 3:32:03.504844
- B/E: 70 / 95 , Gen_loss: -0.35755372 MI_loss: 21.616175 Detection error: 0.010410189628601074 time: 3:32:04.372897
- B/E: 71 / 95 , Gen_loss: -0.34683117 MI_loss: 20.999582 Detection error: 0.01041799783706665 time: 3:32:05.234381
- B/E: 72 / 95 , Gen_loss: -0.35801077 MI_loss: 21.74742 Detection error: 0.01040583848953247 time: 3:32:06.018014
- B/E: 73 / 95 , Gen_loss: -0.3556238 MI_loss: 21.62479 Detection error: 0.010402023792266846 time: 3:32:06.771277
- B/E: 74 / 95 , Gen_loss: -0.3667903 MI_loss: 22.1843 Detection error: 0.010400831699371338 time: 3:32:07.546972
- B/E: 75 / 95 , Gen_loss: -0.3472142 MI_loss: 21.117867 Detection error: 0.010396778583526611 time: 3:32:08.384664
- B/E: 76 / 95 , Gen_loss: -0.35642323 MI_loss: 21.688395 Detection error: 0.010406672954559326 time: 3:32:09.244306
- B/E: 77 / 95 , Gen_loss: -0.361813 MI_loss: 21.8953 Detection error: 0.01040506362915039 time: 3:32:10.102339
- B/E: 78 / 95 , Gen_loss: -0.35580438 MI_loss: 21.394749 Detection error: 0.010398328304290771 time: 3:32:10.976608
- B/E: 79 / 95 , Gen_loss: -0.35861182 MI_loss: 21.761103 Detection error: 0.010413289070129395 time: 3:32:11.850581
- B/E: 80 / 95 , Gen_loss: -0.36039633 MI_loss: 21.917858 Detection error: 0.01042705774307251 time: 3:32:12.605838
- B/E: 81 / 95 , Gen_loss: -0.34466618 MI_loss: 20.811405 Detection error: 0.010420739650726318 time: 3:32:13.456139
- B/E: 82 / 95 , Gen_loss: -0.35520566 MI_loss: 21.52842 Detection error: 0.010414183139801025 time: 3:32:14.340554
- B/E: 83 / 95 , Gen_loss: -0.3506503 MI_loss: 21.197931 Detection error: 0.01042187213897705 time: 3:32:15.201227
- B/E: 84 / 95 , Gen_loss: -0.34712768 MI_loss: 21.116274 Detection error: 0.010415792465209961 time: 3:32:16.090122
- B/E: 85 / 95 , Gen_loss: -0.35887268 MI_loss: 21.672354 Detection error: 0.010396778583526611 time: 3:32:16.952367
- B/E: 86 / 95 , Gen_loss: -0.3552209 MI_loss: 21.484232 Detection error: 0.010402321815490723 time: 3:32:17.811359
- B/E: 87 / 95 , Gen_loss: -0.36175272 MI_loss: 21.901272 Detection error: 0.010388851165771484 time: 3:32:18.674639
- B/E: 88 / 95 , Gen_loss: -0.35786396 MI_loss: 21.694458 Detection error: 0.010379195213317871 time: 3:32:19.534646
- B/E: 89 / 95 , Gen_loss: -0.35539502 MI_loss: 21.504366 Detection error: 0.010388553142547607 time: 3:32:20.392988
- B/E: 90 / 95 , Gen_loss: -0.3455583 MI_loss: 20.886198 Detection error: 0.010385274887084961 time: 3:32:21.250238
- B/E: 91 / 95 , Gen_loss: -0.34296703 MI_loss: 20.838253 Detection error: 0.010386526584625244 time: 3:32:22.109467
- B/E: 92 / 95 , Gen_loss: -0.34754804 MI_loss: 20.873419 Detection error: 0.010378003120422363 time: 3:32:22.968330
- B/E: 93 / 95 , Gen_loss: -0.36127812 MI_loss: 22.060715 Detection error: 0.010369360446929932 time: 3:32:23.828134
- B/E: 94 / 95 , Gen_loss: -0.34778598 MI_loss: 21.159515 Detection error: 0.010386526584625244 time: 3:32:24.626868
- B/E: 95 / 95 , Gen_loss: -0.34722507 MI_loss: 21.018711 Detection error: 0.010389983654022217 time: 3:32:25.478638
- B/E: 96 / 95 , Gen_loss: -0.3406545 MI_loss: 20.579468 Detection error: 0.010386288166046143 time: 3:32:26.244798
- B/E: 97 / 95 , Gen_loss: -0.35748145 MI_loss: 21.660069 Detection error: 0.010379493236541748 time: 3:32:27.089317
- B/E: 98 / 95 , Gen_loss: -0.3547387 MI_loss: 21.369701 Detection error: 0.010368704795837402 time: 3:32:27.948434
- B/E: 99 / 95 , Gen_loss: -0.35693678 MI_loss: 21.666586 Detection error: 0.010365605354309082 time: 3:32:28.810359
- B/E: 100 / 95 , Gen_loss: -0.3530404 MI_loss: 21.482914 Detection error: 0.01036912202835083 time: 3:32:29.668946
- B/E: 101 / 95 , Gen_loss: -0.34646943 MI_loss: 21.151112 Detection error: 0.010376811027526855 time: 3:32:30.528073
- B/E: 102 / 95 , Gen_loss: -0.3519466 MI_loss: 21.24805 Detection error: 0.010376214981079102 time: 3:32:31.349907
- B/E: 103 / 95 , Gen_loss: -0.3615732 MI_loss: 22.025738 Detection error: 0.01037740707397461 time: 3:32:32.205176
- B/E: 104 / 95 , Gen_loss: -0.35536402 MI_loss: 21.369362 Detection error: 0.010378003120422363 time: 3:32:33.063661
- B/E: 105 / 95 , Gen_loss: -0.35457447 MI_loss: 21.544516 Detection error: 0.010376155376434326 time: 3:32:33.922955
- B/E: 106 / 95 , Gen_loss: -0.35060677 MI_loss: 21.300718 Detection error: 0.010379374027252197 time: 3:32:34.728771
- B/E: 107 / 95 , Gen_loss: -0.36242723 MI_loss: 22.031929 Detection error: 0.010385990142822266 time: 3:32:35.484764
- B/E: 108 / 95 , Gen_loss: -0.35477298 MI_loss: 21.368145 Detection error: 0.010386765003204346 time: 3:32:36.355783
- B/E: 109 / 95 , Gen_loss: -0.3565366 MI_loss: 21.6501 Detection error: 0.010384678840637207 time: 3:32:37.214891
- B/E: 110 / 95 , Gen_loss: -0.34156272 MI_loss: 20.758554 Detection error: 0.01037895679473877 time: 3:32:38.074195
- B/E: 111 / 95 , Gen_loss: -0.35756165 MI_loss: 21.657703 Detection error: 0.010372757911682129 time: 3:32:39.024316
- B/E: 112 / 95 , Gen_loss: -0.35524562 MI_loss: 21.445107 Detection error: 0.010375559329986572 time: 3:32:39.903813
- B/E: 113 / 95 , Gen_loss: -0.35746342 MI_loss: 21.630148 Detection error: 0.01038050651550293 time: 3:32:40.763019
- B/E: 114 / 95 , Gen_loss: -0.3447362 MI_loss: 20.931543 Detection error: 0.010380148887634277 time: 3:32:41.622133
- B/E: 115 / 95 , Gen_loss: -0.3643262 MI_loss: 22.130095 Detection error: 0.010374486446380615 time: 3:32:42.481675
- B/E: 116 / 95 , Gen_loss: -0.35937855 MI_loss: 21.790113 Detection error: 0.010377943515777588 time: 3:32:43.237601
- B/E: 117 / 95 , Gen_loss: -0.35338748 MI_loss: 21.497904 Detection error: 0.010378718376159668 time: 3:32:43.990112
- B/E: 118 / 95 , Gen_loss: -0.35524073 MI_loss: 21.585707 Detection error: 0.010374188423156738 time: 3:32:44.741155
- B/E: 119 / 95 , Gen_loss: -0.34623662 MI_loss: 21.040607 Detection error: 0.01037055253982544 time: 3:32:45.592901
- B/E: 120 / 95 , Gen_loss: -0.35489845 MI_loss: 21.601112 Detection error: 0.010370850563049316 time: 3:32:46.472607
- B/E: 121 / 95 , Gen_loss: -0.35333318 MI_loss: 21.517242 Detection error: 0.010376513004302979 time: 3:32:47.331816
- B/E: 122 / 95 , Gen_loss: -0.36342907 MI_loss: 22.005514 Detection error: 0.01037067174911499 time: 3:32:48.138092
- B/E: 123 / 95 , Gen_loss: -0.33769697 MI_loss: 20.475 Detection error: 0.010363638401031494 time: 3:32:49.006416
- B/E: 124 / 95 , Gen_loss: -0.35644785 MI_loss: 21.678854 Detection error: 0.01036226749420166 time: 3:32:49.887314
- B/E: 125 / 95 , Gen_loss: -0.34681433 MI_loss: 20.966608 Detection error: 0.010363340377807617 time: 3:32:50.747613
- B/E: 126 / 95 , Gen_loss: -0.3433688 MI_loss: 21.021202 Detection error: 0.010372519493103027 time: 3:32:51.607656
- B/E: 127 / 95 , Gen_loss: -0.35307077 MI_loss: 21.464174 Detection error: 0.01037377119064331 time: 3:32:52.569379
- B/E: 128 / 95 , Gen_loss: -0.35647804 MI_loss: 21.541775 Detection error: 0.010380327701568604 time: 3:32:53.431789
- B/E: 129 / 95 , Gen_loss: -0.36063322 MI_loss: 21.978886 Detection error: 0.010384857654571533 time: 3:32:54.292802
- B/E: 130 / 95 , Gen_loss: -0.3607392 MI_loss: 21.848005 Detection error: 0.010390996932983398 time: 3:32:55.153235
- B/E: 131 / 95 , Gen_loss: -0.34907472 MI_loss: 21.104574 Detection error: 0.010392069816589355 time: 3:32:56.010529
- B/E: 132 / 95 , Gen_loss: -0.36897323 MI_loss: 22.282291 Detection error: 0.010390043258666992 time: 3:32:56.877609
- B/E: 133 / 95 , Gen_loss: -0.361593 MI_loss: 21.843353 Detection error: 0.01039808988571167 time: 3:32:57.746213
- B/E: 134 / 95 , Gen_loss: -0.36490804 MI_loss: 22.22122 Detection error: 0.010403454303741455 time: 3:32:58.528904
- B/E: 135 / 95 , Gen_loss: -0.36510634 MI_loss: 22.112158 Detection error: 0.010399580001831055 time: 3:32:59.281224
- B/E: 136 / 95 , Gen_loss: -0.35687172 MI_loss: 21.564741 Detection error: 0.01040738821029663 time: 3:33:00.038604
- B/E: 137 / 95 , Gen_loss: -0.34897825 MI_loss: 21.182785 Detection error: 0.010410547256469727 time: 3:33:00.879967
- B/E: 138 / 95 , Gen_loss: -0.35580373 MI_loss: 21.588541 Detection error: 0.010414361953735352 time: 3:33:01.736732
- B/E: 139 / 95 , Gen_loss: -0.37245253 MI_loss: 22.656961 Detection error: 0.010417163372039795 time: 3:33:02.596184
- B/E: 140 / 95 , Gen_loss: -0.3559764 MI_loss: 21.678204 Detection error: 0.010415315628051758 time: 3:33:03.461565
- B/E: 141 / 95 , Gen_loss: -0.35722274 MI_loss: 21.526903 Detection error: 0.010415494441986084 time: 3:33:04.345114
- B/E: 142 / 95 , Gen_loss: -0.36305255 MI_loss: 22.063494 Detection error: 0.010416507720947266 time: 3:33:05.217311
- B/E: 143 / 95 , Gen_loss: -0.35687393 MI_loss: 21.635513 Detection error: 0.010414302349090576 time: 3:33:06.088200
- B/E: 144 / 95 , Gen_loss: -0.36043048 MI_loss: 21.970453 Detection error: 0.010421991348266602 time: 3:33:06.855872
- B/E: 145 / 95 , Gen_loss: -0.3423665 MI_loss: 20.828892 Detection error: 0.010429799556732178 time: 3:33:07.613961
- B/E: 146 / 95 , Gen_loss: -0.3504516 MI_loss: 21.20787 Detection error: 0.010429203510284424 time: 3:33:08.378912
- B/E: 147 / 95 , Gen_loss: -0.35098687 MI_loss: 21.295101 Detection error: 0.01043391227722168 time: 3:33:09.132524
- B/E: 148 / 95 , Gen_loss: -0.36801013 MI_loss: 22.381153 Detection error: 0.010433316230773926 time: 3:33:09.907383
- B/E: 149 / 95 , Gen_loss: -0.35054198 MI_loss: 21.25984 Detection error: 0.010440409183502197 time: 3:33:10.744046
-
- Test Loss: 10.684821 Test Error: 0.011066675186157227
- -----
- EPOCH: 96
- B/E: 0 / 96 , Gen_loss: -0.34665143 MI_loss: 20.930943 Detection error: 0.01106250286102295 time: 3:33:12.762797
- B/E: 1 / 96 , Gen_loss: -0.3324669 MI_loss: 20.177395 Detection error: 0.011562526226043701 time: 3:33:24.912182
- B/E: 2 / 96 , Gen_loss: -0.36021948 MI_loss: 21.672926 Detection error: 0.010843753814697266 time: 3:33:25.809215
- B/E: 3 / 96 , Gen_loss: -0.3453554 MI_loss: 21.080456 Detection error: 0.010726571083068848 time: 3:33:26.671085
- B/E: 4 / 96 , Gen_loss: -0.35246146 MI_loss: 21.301495 Detection error: 0.010568737983703613 time: 3:33:27.552087
- B/E: 5 / 96 , Gen_loss: -0.35004434 MI_loss: 21.414295 Detection error: 0.010630190372467041 time: 3:33:28.505710
- B/E: 6 / 96 , Gen_loss: -0.34796515 MI_loss: 21.102655 Detection error: 0.010616064071655273 time: 3:33:29.394121
- B/E: 7 / 96 , Gen_loss: -0.35730603 MI_loss: 21.834814 Detection error: 0.010621070861816406 time: 3:33:30.274898
- B/E: 8 / 96 , Gen_loss: -0.35160553 MI_loss: 21.347897 Detection error: 0.010559022426605225 time: 3:33:31.134351
- B/E: 9 / 96 , Gen_loss: -0.35743538 MI_loss: 21.731682 Detection error: 0.010456264019012451 time: 3:33:31.990048
- B/E: 10 / 96 , Gen_loss: -0.3622625 MI_loss: 21.989609 Detection error: 0.010508537292480469 time: 3:33:32.846743
- B/E: 11 / 96 , Gen_loss: -0.34647366 MI_loss: 20.91272 Detection error: 0.010549485683441162 time: 3:33:33.717432
- B/E: 12 / 96 , Gen_loss: -0.3545427 MI_loss: 21.465656 Detection error: 0.010560095310211182 time: 3:33:34.616697
- B/E: 13 / 96 , Gen_loss: -0.34759715 MI_loss: 21.10463 Detection error: 0.01057368516921997 time: 3:33:35.492178
- B/E: 14 / 96 , Gen_loss: -0.36326882 MI_loss: 22.03764 Detection error: 0.010560393333435059 time: 3:33:36.352148
- B/E: 15 / 96 , Gen_loss: -0.35646912 MI_loss: 21.780106 Detection error: 0.010531246662139893 time: 3:33:37.209008
- B/E: 16 / 96 , Gen_loss: -0.36098996 MI_loss: 21.83155 Detection error: 0.010487139225006104 time: 3:33:38.070517
- B/E: 17 / 96 , Gen_loss: -0.3488487 MI_loss: 21.241865 Detection error: 0.010473966598510742 time: 3:33:38.928344
- B/E: 18 / 96 , Gen_loss: -0.36355853 MI_loss: 22.086536 Detection error: 0.010427653789520264 time: 3:33:39.788549
- B/E: 19 / 96 , Gen_loss: -0.35749313 MI_loss: 21.772512 Detection error: 0.010439038276672363 time: 3:33:40.646242
- B/E: 20 / 96 , Gen_loss: -0.33856598 MI_loss: 20.564533 Detection error: 0.010447919368743896 time: 3:33:41.606442
- B/E: 21 / 96 , Gen_loss: -0.34750092 MI_loss: 20.951931 Detection error: 0.010446012020111084 time: 3:33:42.464678
- B/E: 22 / 96 , Gen_loss: -0.36053932 MI_loss: 21.90602 Detection error: 0.010419845581054688 time: 3:33:43.324503
- B/E: 23 / 96 , Gen_loss: -0.359159 MI_loss: 21.590313 Detection error: 0.010408878326416016 time: 3:33:44.194376
- B/E: 24 / 96 , Gen_loss: -0.35724768 MI_loss: 21.722115 Detection error: 0.010431230068206787 time: 3:33:45.045405
- B/E: 25 / 96 , Gen_loss: -0.3574483 MI_loss: 21.645405 Detection error: 0.01043027639389038 time: 3:33:45.797559
- B/E: 26 / 96 , Gen_loss: -0.35703623 MI_loss: 21.75613 Detection error: 0.010494232177734375 time: 3:33:46.571517
- B/E: 27 / 96 , Gen_loss: -0.3655199 MI_loss: 22.36959 Detection error: 0.010495543479919434 time: 3:33:47.322778
- B/E: 28 / 96 , Gen_loss: -0.35076958 MI_loss: 21.296339 Detection error: 0.010501086711883545 time: 3:33:48.079449
- B/E: 29 / 96 , Gen_loss: -0.35247132 MI_loss: 21.153938 Detection error: 0.010513544082641602 time: 3:33:48.834743
- B/E: 30 / 96 , Gen_loss: -0.35312158 MI_loss: 21.393883 Detection error: 0.010503053665161133 time: 3:33:49.599264
- B/E: 31 / 96 , Gen_loss: -0.35159507 MI_loss: 21.316662 Detection error: 0.010465800762176514 time: 3:33:50.406794
- B/E: 32 / 96 , Gen_loss: -0.3565806 MI_loss: 21.759243 Detection error: 0.010479152202606201 time: 3:33:51.157004
- B/E: 33 / 96 , Gen_loss: -0.35060996 MI_loss: 21.191673 Detection error: 0.01044851541519165 time: 3:33:51.912576
- B/E: 34 / 96 , Gen_loss: -0.35331765 MI_loss: 21.585094 Detection error: 0.010440170764923096 time: 3:33:52.661238
- B/E: 35 / 96 , Gen_loss: -0.36328596 MI_loss: 21.900019 Detection error: 0.010435760021209717 time: 3:33:53.413962
- B/E: 36 / 96 , Gen_loss: -0.35155976 MI_loss: 21.141514 Detection error: 0.010428190231323242 time: 3:33:54.402115
- B/E: 37 / 96 , Gen_loss: -0.35848793 MI_loss: 21.690563 Detection error: 0.010425150394439697 time: 3:33:55.264148
- B/E: 38 / 96 , Gen_loss: -0.36216396 MI_loss: 22.075617 Detection error: 0.010443925857543945 time: 3:33:56.126756
- B/E: 39 / 96 , Gen_loss: -0.34373868 MI_loss: 20.86673 Detection error: 0.010423421859741211 time: 3:33:57.001188
- B/E: 40 / 96 , Gen_loss: -0.36057946 MI_loss: 21.970467 Detection error: 0.010416924953460693 time: 3:33:57.859912
- B/E: 41 / 96 , Gen_loss: -0.35369402 MI_loss: 21.435604 Detection error: 0.010395824909210205 time: 3:33:58.728689
- B/E: 42 / 96 , Gen_loss: -0.35223913 MI_loss: 21.46803 Detection error: 0.010390996932983398 time: 3:33:59.521660
- B/E: 43 / 96 , Gen_loss: -0.3535424 MI_loss: 21.377506 Detection error: 0.010397017002105713 time: 3:34:00.289263
- B/E: 44 / 96 , Gen_loss: -0.3666855 MI_loss: 22.283068 Detection error: 0.010400712490081787 time: 3:34:01.137527
- B/E: 45 / 96 , Gen_loss: -0.3592614 MI_loss: 21.720066 Detection error: 0.010402858257293701 time: 3:34:01.925338
- B/E: 46 / 96 , Gen_loss: -0.33626297 MI_loss: 20.421644 Detection error: 0.010421514511108398 time: 3:34:02.799783
- B/E: 47 / 96 , Gen_loss: -0.3535795 MI_loss: 21.418861 Detection error: 0.010408222675323486 time: 3:34:03.657885
- B/E: 48 / 96 , Gen_loss: -0.36093006 MI_loss: 21.860302 Detection error: 0.010420918464660645 time: 3:34:04.517502
- B/E: 49 / 96 , Gen_loss: -0.35418254 MI_loss: 21.676987 Detection error: 0.010430634021759033 time: 3:34:05.376613
- B/E: 50 / 96 , Gen_loss: -0.34653163 MI_loss: 21.007221 Detection error: 0.010438084602355957 time: 3:34:06.255120
- B/E: 51 / 96 , Gen_loss: -0.34250683 MI_loss: 20.761637 Detection error: 0.01045370101928711 time: 3:34:07.114228
- B/E: 52 / 96 , Gen_loss: -0.3632214 MI_loss: 21.93975 Detection error: 0.010441064834594727 time: 3:34:08.071248
- B/E: 53 / 96 , Gen_loss: -0.35645503 MI_loss: 21.606474 Detection error: 0.01045137643814087 time: 3:34:08.951126
- B/E: 54 / 96 , Gen_loss: -0.35634658 MI_loss: 21.493292 Detection error: 0.010455131530761719 time: 3:34:09.813373
- B/E: 55 / 96 , Gen_loss: -0.34864718 MI_loss: 21.109514 Detection error: 0.010438621044158936 time: 3:34:10.672576
- B/E: 56 / 96 , Gen_loss: -0.36648387 MI_loss: 22.135963 Detection error: 0.010421037673950195 time: 3:34:11.536486
- B/E: 57 / 96 , Gen_loss: -0.34172353 MI_loss: 20.764893 Detection error: 0.010413765907287598 time: 3:34:12.398116
- B/E: 58 / 96 , Gen_loss: -0.35123673 MI_loss: 21.270765 Detection error: 0.010398805141448975 time: 3:34:13.153329
- B/E: 59 / 96 , Gen_loss: -0.35672417 MI_loss: 21.729244 Detection error: 0.010424971580505371 time: 3:34:13.937275
- B/E: 60 / 96 , Gen_loss: -0.35429737 MI_loss: 21.472973 Detection error: 0.010415971279144287 time: 3:34:14.796785
- B/E: 61 / 96 , Gen_loss: -0.3483081 MI_loss: 21.087431 Detection error: 0.010413289070129395 time: 3:34:15.653661
- B/E: 62 / 96 , Gen_loss: -0.3545336 MI_loss: 21.527653 Detection error: 0.010412216186523438 time: 3:34:16.516026
- B/E: 63 / 96 , Gen_loss: -0.34833497 MI_loss: 21.116503 Detection error: 0.010423362255096436 time: 3:34:17.391675
- B/E: 64 / 96 , Gen_loss: -0.3676368 MI_loss: 22.372423 Detection error: 0.010417282581329346 time: 3:34:18.251367
- B/E: 65 / 96 , Gen_loss: -0.3416667 MI_loss: 20.615873 Detection error: 0.010404348373413086 time: 3:34:19.107994
- B/E: 66 / 96 , Gen_loss: -0.3594882 MI_loss: 21.750849 Detection error: 0.010401129722595215 time: 3:34:19.969123
- B/E: 67 / 96 , Gen_loss: -0.36655143 MI_loss: 22.09782 Detection error: 0.010397076606750488 time: 3:34:20.778444
- B/E: 68 / 96 , Gen_loss: -0.34236896 MI_loss: 20.728714 Detection error: 0.010392189025878906 time: 3:34:21.738781
- B/E: 69 / 96 , Gen_loss: -0.35172608 MI_loss: 21.206575 Detection error: 0.010399103164672852 time: 3:34:22.601752
- B/E: 70 / 96 , Gen_loss: -0.34640625 MI_loss: 21.006939 Detection error: 0.010399222373962402 time: 3:34:23.465291
- B/E: 71 / 96 , Gen_loss: -0.3547231 MI_loss: 21.57291 Detection error: 0.01040107011795044 time: 3:34:24.326831
- B/E: 72 / 96 , Gen_loss: -0.35380977 MI_loss: 21.482891 Detection error: 0.010400235652923584 time: 3:34:25.186811
- B/E: 73 / 96 , Gen_loss: -0.35201812 MI_loss: 21.360445 Detection error: 0.010397374629974365 time: 3:34:26.046097
- B/E: 74 / 96 , Gen_loss: -0.3673388 MI_loss: 22.295113 Detection error: 0.010394573211669922 time: 3:34:26.909896
- B/E: 75 / 96 , Gen_loss: -0.35024375 MI_loss: 21.26586 Detection error: 0.010395169258117676 time: 3:34:27.773655
- B/E: 76 / 96 , Gen_loss: -0.34868205 MI_loss: 21.161827 Detection error: 0.01040583848953247 time: 3:34:28.633760
- B/E: 77 / 96 , Gen_loss: -0.34894374 MI_loss: 21.16035 Detection error: 0.010396242141723633 time: 3:34:29.495795
- B/E: 78 / 96 , Gen_loss: -0.3475543 MI_loss: 20.967712 Detection error: 0.0103912353515625 time: 3:34:30.370338
- B/E: 79 / 96 , Gen_loss: -0.3546852 MI_loss: 21.494785 Detection error: 0.010407447814941406 time: 3:34:31.231616
- B/E: 80 / 96 , Gen_loss: -0.35155684 MI_loss: 21.386848 Detection error: 0.010414361953735352 time: 3:34:32.094781
- B/E: 81 / 96 , Gen_loss: -0.3535722 MI_loss: 21.465822 Detection error: 0.010409295558929443 time: 3:34:32.874356
- B/E: 82 / 96 , Gen_loss: -0.34127036 MI_loss: 20.68811 Detection error: 0.010401725769042969 time: 3:34:33.639248
- B/E: 83 / 96 , Gen_loss: -0.35509136 MI_loss: 21.602074 Detection error: 0.01040959358215332 time: 3:34:34.393542
- B/E: 84 / 96 , Gen_loss: -0.34149593 MI_loss: 20.676178 Detection error: 0.010402560234069824 time: 3:34:35.244529
- B/E: 85 / 96 , Gen_loss: -0.3514477 MI_loss: 21.120117 Detection error: 0.0103873610496521 time: 3:34:36.081268
- B/E: 86 / 96 , Gen_loss: -0.35953176 MI_loss: 21.701286 Detection error: 0.01039046049118042 time: 3:34:36.944609
- B/E: 87 / 96 , Gen_loss: -0.35367405 MI_loss: 21.418911 Detection error: 0.010376393795013428 time: 3:34:37.811410
- B/E: 88 / 96 , Gen_loss: -0.36354885 MI_loss: 22.125551 Detection error: 0.010362029075622559 time: 3:34:38.671615
- B/E: 89 / 96 , Gen_loss: -0.35732853 MI_loss: 21.761898 Detection error: 0.01036912202835083 time: 3:34:39.528192
- B/E: 90 / 96 , Gen_loss: -0.36326653 MI_loss: 22.014706 Detection error: 0.01037055253982544 time: 3:34:40.386606
- B/E: 91 / 96 , Gen_loss: -0.35162687 MI_loss: 21.304283 Detection error: 0.010379433631896973 time: 3:34:41.267528
- B/E: 92 / 96 , Gen_loss: -0.3493625 MI_loss: 21.116117 Detection error: 0.010368943214416504 time: 3:34:42.129360
- B/E: 93 / 96 , Gen_loss: -0.35160828 MI_loss: 21.568827 Detection error: 0.010367035865783691 time: 3:34:42.987674
- B/E: 94 / 96 , Gen_loss: -0.35626704 MI_loss: 21.73718 Detection error: 0.010382890701293945 time: 3:34:43.846969
- B/E: 95 / 96 , Gen_loss: -0.35320336 MI_loss: 21.482655 Detection error: 0.01038217544555664 time: 3:34:44.723150
- B/E: 96 / 96 , Gen_loss: -0.36204913 MI_loss: 21.897942 Detection error: 0.010382413864135742 time: 3:34:45.594685
- B/E: 97 / 96 , Gen_loss: -0.36218452 MI_loss: 21.99553 Detection error: 0.010373711585998535 time: 3:34:46.445488
- B/E: 98 / 96 , Gen_loss: -0.35561934 MI_loss: 21.58102 Detection error: 0.010365545749664307 time: 3:34:47.197817
- B/E: 99 / 96 , Gen_loss: -0.35857466 MI_loss: 21.64266 Detection error: 0.010357201099395752 time: 3:34:47.993677
- B/E: 100 / 96 , Gen_loss: -0.354195 MI_loss: 21.634342 Detection error: 0.010362327098846436 time: 3:34:48.934800
- B/E: 101 / 96 , Gen_loss: -0.35353607 MI_loss: 21.620855 Detection error: 0.010369479656219482 time: 3:34:49.796009
- B/E: 102 / 96 , Gen_loss: -0.34706372 MI_loss: 20.948023 Detection error: 0.010367095470428467 time: 3:34:50.655809
- B/E: 103 / 96 , Gen_loss: -0.36795723 MI_loss: 22.432049 Detection error: 0.010370194911956787 time: 3:34:51.517422
- B/E: 104 / 96 , Gen_loss: -0.35590696 MI_loss: 21.624382 Detection error: 0.010376811027526855 time: 3:34:52.374844
- B/E: 105 / 96 , Gen_loss: -0.353503 MI_loss: 21.469557 Detection error: 0.010373532772064209 time: 3:34:53.232637
- B/E: 106 / 96 , Gen_loss: -0.34503517 MI_loss: 20.846464 Detection error: 0.010378479957580566 time: 3:34:54.092894
- B/E: 107 / 96 , Gen_loss: -0.35432452 MI_loss: 21.517233 Detection error: 0.010377883911132812 time: 3:34:54.905798
- B/E: 108 / 96 , Gen_loss: -0.3555116 MI_loss: 21.455315 Detection error: 0.01038128137588501 time: 3:34:55.734610
- B/E: 109 / 96 , Gen_loss: -0.35816237 MI_loss: 21.771729 Detection error: 0.010379254817962646 time: 3:34:56.591741
- B/E: 110 / 96 , Gen_loss: -0.35132647 MI_loss: 21.267353 Detection error: 0.010371625423431396 time: 3:34:57.451228
- B/E: 111 / 96 , Gen_loss: -0.3616346 MI_loss: 21.80156 Detection error: 0.010366380214691162 time: 3:34:58.312072
- B/E: 112 / 96 , Gen_loss: -0.3659428 MI_loss: 22.132942 Detection error: 0.01036834716796875 time: 3:34:59.117471
- B/E: 113 / 96 , Gen_loss: -0.36373886 MI_loss: 22.123028 Detection error: 0.010372817516326904 time: 3:34:59.869861
- B/E: 114 / 96 , Gen_loss: -0.3571227 MI_loss: 21.695194 Detection error: 0.01037144660949707 time: 3:35:00.619321
- B/E: 115 / 96 , Gen_loss: -0.3524333 MI_loss: 21.282936 Detection error: 0.010365307331085205 time: 3:35:01.370258
- B/E: 116 / 96 , Gen_loss: -0.36503708 MI_loss: 22.250156 Detection error: 0.010364294052124023 time: 3:35:02.301821
- B/E: 117 / 96 , Gen_loss: -0.3533505 MI_loss: 21.499727 Detection error: 0.010364949703216553 time: 3:35:03.161831
- B/E: 118 / 96 , Gen_loss: -0.34498584 MI_loss: 20.863888 Detection error: 0.01036137342453003 time: 3:35:04.042503
- B/E: 119 / 96 , Gen_loss: -0.35406414 MI_loss: 21.438591 Detection error: 0.010364830493927002 time: 3:35:04.924125
- B/E: 120 / 96 , Gen_loss: -0.36066067 MI_loss: 21.848011 Detection error: 0.010361075401306152 time: 3:35:05.721727
- B/E: 121 / 96 , Gen_loss: -0.3518652 MI_loss: 21.35335 Detection error: 0.01036912202835083 time: 3:35:06.472914
- B/E: 122 / 96 , Gen_loss: -0.34961152 MI_loss: 21.229198 Detection error: 0.010366857051849365 time: 3:35:07.223737
- B/E: 123 / 96 , Gen_loss: -0.359587 MI_loss: 21.79881 Detection error: 0.010361909866333008 time: 3:35:07.978146
- B/E: 124 / 96 , Gen_loss: -0.35601255 MI_loss: 21.70166 Detection error: 0.01036447286605835 time: 3:35:08.789563
- B/E: 125 / 96 , Gen_loss: -0.36154625 MI_loss: 22.071302 Detection error: 0.010364830493927002 time: 3:35:09.647246
- B/E: 126 / 96 , Gen_loss: -0.35654783 MI_loss: 21.618362 Detection error: 0.010372757911682129 time: 3:35:10.507401
- B/E: 127 / 96 , Gen_loss: -0.34889555 MI_loss: 21.23199 Detection error: 0.010370135307312012 time: 3:35:11.366973
- B/E: 128 / 96 , Gen_loss: -0.3417213 MI_loss: 20.706127 Detection error: 0.010376691818237305 time: 3:35:12.229635
- B/E: 129 / 96 , Gen_loss: -0.3560163 MI_loss: 21.605516 Detection error: 0.010383903980255127 time: 3:35:13.048553
- B/E: 130 / 96 , Gen_loss: -0.35175642 MI_loss: 21.154621 Detection error: 0.010392189025878906 time: 3:35:13.796961
- B/E: 131 / 96 , Gen_loss: -0.3513332 MI_loss: 21.21088 Detection error: 0.010394632816314697 time: 3:35:14.651311
- B/E: 132 / 96 , Gen_loss: -0.35546216 MI_loss: 21.536612 Detection error: 0.010390281677246094 time: 3:35:15.598992
- B/E: 133 / 96 , Gen_loss: -0.35093084 MI_loss: 21.290215 Detection error: 0.010395050048828125 time: 3:35:16.471139
- B/E: 134 / 96 , Gen_loss: -0.34894407 MI_loss: 21.213337 Detection error: 0.010402798652648926 time: 3:35:17.331283
- B/E: 135 / 96 , Gen_loss: -0.36401454 MI_loss: 21.939575 Detection error: 0.01040118932723999 time: 3:35:18.190666
- B/E: 136 / 96 , Gen_loss: -0.34966472 MI_loss: 21.245068 Detection error: 0.0104026198387146 time: 3:35:19.051777
- B/E: 137 / 96 , Gen_loss: -0.36035848 MI_loss: 21.799149 Detection error: 0.010410547256469727 time: 3:35:19.938166
- B/E: 138 / 96 , Gen_loss: -0.35018855 MI_loss: 21.326454 Detection error: 0.010413885116577148 time: 3:35:20.799269
- B/E: 139 / 96 , Gen_loss: -0.35061392 MI_loss: 21.124971 Detection error: 0.010416984558105469 time: 3:35:21.663593
- B/E: 140 / 96 , Gen_loss: -0.34938586 MI_loss: 21.310205 Detection error: 0.01041865348815918 time: 3:35:22.531409
- B/E: 141 / 96 , Gen_loss: -0.3500191 MI_loss: 21.099842 Detection error: 0.010418117046356201 time: 3:35:23.413622
- B/E: 142 / 96 , Gen_loss: -0.3556349 MI_loss: 21.47192 Detection error: 0.010414361953735352 time: 3:35:24.277775
- B/E: 143 / 96 , Gen_loss: -0.35142046 MI_loss: 21.292698 Detection error: 0.010412514209747314 time: 3:35:25.139706
- B/E: 144 / 96 , Gen_loss: -0.3494244 MI_loss: 21.273142 Detection error: 0.010420680046081543 time: 3:35:26.024346
- B/E: 145 / 96 , Gen_loss: -0.35243207 MI_loss: 21.323189 Detection error: 0.01042163372039795 time: 3:35:26.888071
- B/E: 146 / 96 , Gen_loss: -0.34527612 MI_loss: 20.837688 Detection error: 0.01042407751083374 time: 3:35:27.748890
- B/E: 147 / 96 , Gen_loss: -0.35389382 MI_loss: 21.516415 Detection error: 0.010428190231323242 time: 3:35:28.611523
- B/E: 148 / 96 , Gen_loss: -0.3587725 MI_loss: 21.702438 Detection error: 0.010427653789520264 time: 3:35:29.570301
- B/E: 149 / 96 , Gen_loss: -0.35663736 MI_loss: 21.721315 Detection error: 0.010432898998260498 time: 3:35:30.435570
-
- Test Loss: 10.700532 Test Error: 0.011041641235351562
- -----
- EPOCH: 97
- B/E: 0 / 97 , Gen_loss: -0.3548632 MI_loss: 21.313633 Detection error: 0.010812520980834961 time: 3:35:32.448249
- B/E: 1 / 97 , Gen_loss: -0.33456284 MI_loss: 20.398205 Detection error: 0.01135939359664917 time: 3:35:44.767949
- B/E: 2 / 97 , Gen_loss: -0.34142953 MI_loss: 20.650381 Detection error: 0.010927081108093262 time: 3:35:45.649346
- B/E: 3 / 97 , Gen_loss: -0.34265274 MI_loss: 20.89735 Detection error: 0.010851562023162842 time: 3:35:46.458087
- B/E: 4 / 97 , Gen_loss: -0.35908315 MI_loss: 21.797947 Detection error: 0.010643720626831055 time: 3:35:47.235675
- B/E: 5 / 97 , Gen_loss: -0.3469362 MI_loss: 21.224709 Detection error: 0.01057291030883789 time: 3:35:47.987914
- B/E: 6 / 97 , Gen_loss: -0.3425083 MI_loss: 20.851522 Detection error: 0.010691940784454346 time: 3:35:48.738639
- B/E: 7 / 97 , Gen_loss: -0.3497388 MI_loss: 21.066822 Detection error: 0.010695338249206543 time: 3:35:49.568331
- B/E: 8 / 97 , Gen_loss: -0.34716317 MI_loss: 21.170002 Detection error: 0.010600686073303223 time: 3:35:50.431165
- B/E: 9 / 97 , Gen_loss: -0.35363367 MI_loss: 21.441942 Detection error: 0.010562479496002197 time: 3:35:51.290155
- B/E: 10 / 97 , Gen_loss: -0.35744038 MI_loss: 21.669632 Detection error: 0.01051419973373413 time: 3:35:52.236557
- B/E: 11 / 97 , Gen_loss: -0.3531489 MI_loss: 21.298103 Detection error: 0.010523438453674316 time: 3:35:53.098216
- B/E: 12 / 97 , Gen_loss: -0.35003403 MI_loss: 21.356976 Detection error: 0.01058894395828247 time: 3:35:53.964779
- B/E: 13 / 97 , Gen_loss: -0.35879084 MI_loss: 21.776579 Detection error: 0.010564744472503662 time: 3:35:54.823261
- B/E: 14 / 97 , Gen_loss: -0.35472026 MI_loss: 21.435654 Detection error: 0.010512471199035645 time: 3:35:55.684116
- B/E: 15 / 97 , Gen_loss: -0.35947198 MI_loss: 21.87814 Detection error: 0.010498046875 time: 3:35:56.544528
- B/E: 16 / 97 , Gen_loss: -0.35118377 MI_loss: 21.195526 Detection error: 0.010463237762451172 time: 3:35:57.431664
- B/E: 17 / 97 , Gen_loss: -0.3491001 MI_loss: 21.142479 Detection error: 0.010465264320373535 time: 3:35:58.292829
- B/E: 18 / 97 , Gen_loss: -0.3439314 MI_loss: 20.776232 Detection error: 0.010414481163024902 time: 3:35:59.154358
- B/E: 19 / 97 , Gen_loss: -0.34612638 MI_loss: 21.013315 Detection error: 0.010414063930511475 time: 3:36:00.019213
- B/E: 20 / 97 , Gen_loss: -0.3568516 MI_loss: 21.706272 Detection error: 0.010428547859191895 time: 3:36:00.899003
- B/E: 21 / 97 , Gen_loss: -0.35785955 MI_loss: 21.835957 Detection error: 0.010437488555908203 time: 3:36:01.757607
- B/E: 22 / 97 , Gen_loss: -0.35879618 MI_loss: 21.795128 Detection error: 0.010410308837890625 time: 3:36:02.615849
- B/E: 23 / 97 , Gen_loss: -0.362682 MI_loss: 21.866148 Detection error: 0.010419249534606934 time: 3:36:03.474384
- B/E: 24 / 97 , Gen_loss: -0.35350865 MI_loss: 21.307041 Detection error: 0.01042872667312622 time: 3:36:04.356921
- B/E: 25 / 97 , Gen_loss: -0.35592115 MI_loss: 21.654003 Detection error: 0.01041346788406372 time: 3:36:05.317658
- B/E: 26 / 97 , Gen_loss: -0.36515343 MI_loss: 22.248222 Detection error: 0.010482609272003174 time: 3:36:06.180569
- B/E: 27 / 97 , Gen_loss: -0.34801227 MI_loss: 21.23532 Detection error: 0.010485470294952393 time: 3:36:07.040809
- B/E: 28 / 97 , Gen_loss: -0.338418 MI_loss: 20.428593 Detection error: 0.010494589805603027 time: 3:36:07.903667
- B/E: 29 / 97 , Gen_loss: -0.35412565 MI_loss: 21.417032 Detection error: 0.010519802570343018 time: 3:36:08.764229
- B/E: 30 / 97 , Gen_loss: -0.34330377 MI_loss: 20.895163 Detection error: 0.010490953922271729 time: 3:36:09.623504
- B/E: 31 / 97 , Gen_loss: -0.3519157 MI_loss: 21.289667 Detection error: 0.010467767715454102 time: 3:36:10.483596
- B/E: 32 / 97 , Gen_loss: -0.34526208 MI_loss: 21.023579 Detection error: 0.010463058948516846 time: 3:36:11.344857
- B/E: 33 / 97 , Gen_loss: -0.34552613 MI_loss: 20.961384 Detection error: 0.010434746742248535 time: 3:36:12.206826
- B/E: 34 / 97 , Gen_loss: -0.34827608 MI_loss: 21.216068 Detection error: 0.010450899600982666 time: 3:36:13.067095
- B/E: 35 / 97 , Gen_loss: -0.3632003 MI_loss: 22.089724 Detection error: 0.010430574417114258 time: 3:36:13.928663
- B/E: 36 / 97 , Gen_loss: -0.35873625 MI_loss: 21.68687 Detection error: 0.010418891906738281 time: 3:36:14.789397
- B/E: 37 / 97 , Gen_loss: -0.35529718 MI_loss: 21.51361 Detection error: 0.0104103684425354 time: 3:36:15.647837
- B/E: 38 / 97 , Gen_loss: -0.36935884 MI_loss: 22.514418 Detection error: 0.01042705774307251 time: 3:36:16.506398
- B/E: 39 / 97 , Gen_loss: -0.36675653 MI_loss: 22.10096 Detection error: 0.010405480861663818 time: 3:36:17.366505
- B/E: 40 / 97 , Gen_loss: -0.3651209 MI_loss: 22.2256 Detection error: 0.010407745838165283 time: 3:36:18.230937
- B/E: 41 / 97 , Gen_loss: -0.3550772 MI_loss: 21.572208 Detection error: 0.01040029525756836 time: 3:36:19.172507
- B/E: 42 / 97 , Gen_loss: -0.34860143 MI_loss: 21.158232 Detection error: 0.0103873610496521 time: 3:36:20.058023
- B/E: 43 / 97 , Gen_loss: -0.353874 MI_loss: 21.395565 Detection error: 0.01039135456085205 time: 3:36:20.916062
- B/E: 44 / 97 , Gen_loss: -0.35107806 MI_loss: 21.2647 Detection error: 0.010398626327514648 time: 3:36:21.777304
- B/E: 45 / 97 , Gen_loss: -0.34822395 MI_loss: 21.21679 Detection error: 0.010409653186798096 time: 3:36:22.636058
- B/E: 46 / 97 , Gen_loss: -0.35664746 MI_loss: 21.637201 Detection error: 0.010411560535430908 time: 3:36:23.496755
- B/E: 47 / 97 , Gen_loss: -0.3556559 MI_loss: 21.316017 Detection error: 0.010408878326416016 time: 3:36:24.357973
- B/E: 48 / 97 , Gen_loss: -0.35776463 MI_loss: 21.862253 Detection error: 0.010419666767120361 time: 3:36:25.226696
- B/E: 49 / 97 , Gen_loss: -0.352995 MI_loss: 21.58303 Detection error: 0.010429978370666504 time: 3:36:26.088923
- B/E: 50 / 97 , Gen_loss: -0.35014912 MI_loss: 21.309319 Detection error: 0.010439932346343994 time: 3:36:26.950448
- B/E: 51 / 97 , Gen_loss: -0.35606626 MI_loss: 21.767597 Detection error: 0.010442912578582764 time: 3:36:27.811933
- B/E: 52 / 97 , Gen_loss: -0.3653902 MI_loss: 22.226093 Detection error: 0.010434567928314209 time: 3:36:28.679037
- B/E: 53 / 97 , Gen_loss: -0.35922354 MI_loss: 21.685799 Detection error: 0.010452568531036377 time: 3:36:29.541900
- B/E: 54 / 97 , Gen_loss: -0.34631842 MI_loss: 21.049934 Detection error: 0.010447144508361816 time: 3:36:30.404391
- B/E: 55 / 97 , Gen_loss: -0.3528006 MI_loss: 21.327702 Detection error: 0.010444223880767822 time: 3:36:31.263698
- B/E: 56 / 97 , Gen_loss: -0.36245674 MI_loss: 22.032124 Detection error: 0.010416090488433838 time: 3:36:32.051932
- B/E: 57 / 97 , Gen_loss: -0.35481817 MI_loss: 21.56869 Detection error: 0.010417580604553223 time: 3:36:32.891361
- B/E: 58 / 97 , Gen_loss: -0.3502091 MI_loss: 21.153269 Detection error: 0.010407328605651855 time: 3:36:33.741829
- B/E: 59 / 97 , Gen_loss: -0.35780942 MI_loss: 21.804232 Detection error: 0.010434389114379883 time: 3:36:34.602948
- B/E: 60 / 97 , Gen_loss: -0.35664338 MI_loss: 21.531 Detection error: 0.010426759719848633 time: 3:36:35.478553
- B/E: 61 / 97 , Gen_loss: -0.35481516 MI_loss: 21.552242 Detection error: 0.01043248176574707 time: 3:36:36.339911
- B/E: 62 / 97 , Gen_loss: -0.35937107 MI_loss: 21.742395 Detection error: 0.010430574417114258 time: 3:36:37.212807
- B/E: 63 / 97 , Gen_loss: -0.35723478 MI_loss: 21.678835 Detection error: 0.010426759719848633 time: 3:36:38.070843
- B/E: 64 / 97 , Gen_loss: -0.35331944 MI_loss: 21.377415 Detection error: 0.010417282581329346 time: 3:36:38.942855
- B/E: 65 / 97 , Gen_loss: -0.35603708 MI_loss: 21.509594 Detection error: 0.010422348976135254 time: 3:36:39.805743
- B/E: 66 / 97 , Gen_loss: -0.3570935 MI_loss: 21.450153 Detection error: 0.010410904884338379 time: 3:36:40.668656
- B/E: 67 / 97 , Gen_loss: -0.36032215 MI_loss: 21.799107 Detection error: 0.010405302047729492 time: 3:36:41.530797
- B/E: 68 / 97 , Gen_loss: -0.35166854 MI_loss: 21.377762 Detection error: 0.010405361652374268 time: 3:36:42.415981
- B/E: 69 / 97 , Gen_loss: -0.36023554 MI_loss: 21.76078 Detection error: 0.01040714979171753 time: 3:36:43.278284
- B/E: 70 / 97 , Gen_loss: -0.35717294 MI_loss: 21.741282 Detection error: 0.010406672954559326 time: 3:36:44.136264
- B/E: 71 / 97 , Gen_loss: -0.35315582 MI_loss: 21.48618 Detection error: 0.010406672954559326 time: 3:36:44.995390
- B/E: 72 / 97 , Gen_loss: -0.3581085 MI_loss: 21.737938 Detection error: 0.010401546955108643 time: 3:36:45.855799
- B/E: 73 / 97 , Gen_loss: -0.36157385 MI_loss: 21.832 Detection error: 0.01039952039718628 time: 3:36:46.816582
- B/E: 74 / 97 , Gen_loss: -0.34942546 MI_loss: 20.990355 Detection error: 0.010395824909210205 time: 3:36:47.599214
- B/E: 75 / 97 , Gen_loss: -0.34690538 MI_loss: 21.113634 Detection error: 0.010398030281066895 time: 3:36:48.352173
- B/E: 76 / 97 , Gen_loss: -0.36491057 MI_loss: 22.221176 Detection error: 0.010402202606201172 time: 3:36:49.104683
- B/E: 77 / 97 , Gen_loss: -0.35986355 MI_loss: 21.692614 Detection error: 0.01038980484008789 time: 3:36:49.871891
- B/E: 78 / 97 , Gen_loss: -0.34409663 MI_loss: 20.772247 Detection error: 0.010384917259216309 time: 3:36:50.622851
- B/E: 79 / 97 , Gen_loss: -0.35507306 MI_loss: 21.60225 Detection error: 0.010394513607025146 time: 3:36:51.374824
- B/E: 80 / 97 , Gen_loss: -0.36936104 MI_loss: 22.313309 Detection error: 0.010404348373413086 time: 3:36:52.124586
- B/E: 81 / 97 , Gen_loss: -0.35852575 MI_loss: 21.662514 Detection error: 0.010397493839263916 time: 3:36:52.876626
- B/E: 82 / 97 , Gen_loss: -0.3555022 MI_loss: 21.583355 Detection error: 0.01039421558380127 time: 3:36:53.750258
- B/E: 83 / 97 , Gen_loss: -0.346138 MI_loss: 21.037704 Detection error: 0.010399580001831055 time: 3:36:54.607228
- B/E: 84 / 97 , Gen_loss: -0.3554949 MI_loss: 21.364279 Detection error: 0.010383844375610352 time: 3:36:55.463077
- B/E: 85 / 97 , Gen_loss: -0.35095266 MI_loss: 21.210875 Detection error: 0.010373175144195557 time: 3:36:56.320301
- B/E: 86 / 97 , Gen_loss: -0.34654137 MI_loss: 20.982956 Detection error: 0.01037752628326416 time: 3:36:57.188035
- B/E: 87 / 97 , Gen_loss: -0.34730443 MI_loss: 21.123129 Detection error: 0.010369658470153809 time: 3:36:58.051343
- B/E: 88 / 97 , Gen_loss: -0.36282527 MI_loss: 21.966095 Detection error: 0.010356724262237549 time: 3:36:58.913484
- B/E: 89 / 97 , Gen_loss: -0.3533165 MI_loss: 21.5792 Detection error: 0.010359048843383789 time: 3:36:59.857967
- B/E: 90 / 97 , Gen_loss: -0.3542024 MI_loss: 21.468357 Detection error: 0.010355770587921143 time: 3:37:00.723637
- B/E: 91 / 97 , Gen_loss: -0.3506723 MI_loss: 21.312693 Detection error: 0.010365843772888184 time: 3:37:01.508457
- B/E: 92 / 97 , Gen_loss: -0.34784323 MI_loss: 21.13928 Detection error: 0.010359227657318115 time: 3:37:02.290930
- B/E: 93 / 97 , Gen_loss: -0.35450655 MI_loss: 21.337563 Detection error: 0.010354399681091309 time: 3:37:03.157144
- B/E: 94 / 97 , Gen_loss: -0.3433154 MI_loss: 21.030895 Detection error: 0.010370731353759766 time: 3:37:04.004390
- B/E: 95 / 97 , Gen_loss: -0.3513473 MI_loss: 21.340908 Detection error: 0.010372698307037354 time: 3:37:04.874272
- B/E: 96 / 97 , Gen_loss: -0.35765368 MI_loss: 21.553463 Detection error: 0.01036757230758667 time: 3:37:05.736303
- B/E: 97 / 97 , Gen_loss: -0.35811824 MI_loss: 21.749477 Detection error: 0.01035618782043457 time: 3:37:06.593986
- B/E: 98 / 97 , Gen_loss: -0.35272282 MI_loss: 21.428926 Detection error: 0.010345041751861572 time: 3:37:07.456250
- B/E: 99 / 97 , Gen_loss: -0.36318737 MI_loss: 21.945436 Detection error: 0.01034247875213623 time: 3:37:08.313844
- B/E: 100 / 97 , Gen_loss: -0.35616568 MI_loss: 21.6674 Detection error: 0.010342538356781006 time: 3:37:09.172851
- B/E: 101 / 97 , Gen_loss: -0.3582522 MI_loss: 21.747952 Detection error: 0.010344386100769043 time: 3:37:10.029713
- B/E: 102 / 97 , Gen_loss: -0.34812 MI_loss: 21.138567 Detection error: 0.010350406169891357 time: 3:37:10.897957
- B/E: 103 / 97 , Gen_loss: -0.35796645 MI_loss: 21.87556 Detection error: 0.010354578495025635 time: 3:37:11.758980
- B/E: 104 / 97 , Gen_loss: -0.35770026 MI_loss: 21.70239 Detection error: 0.010356247425079346 time: 3:37:12.618606
- B/E: 105 / 97 , Gen_loss: -0.33298036 MI_loss: 20.228312 Detection error: 0.010356128215789795 time: 3:37:13.567248
- B/E: 106 / 97 , Gen_loss: -0.35431588 MI_loss: 21.469486 Detection error: 0.010364174842834473 time: 3:37:14.450132
- B/E: 107 / 97 , Gen_loss: -0.3548526 MI_loss: 21.56827 Detection error: 0.01036691665649414 time: 3:37:15.310850
- B/E: 108 / 97 , Gen_loss: -0.35269675 MI_loss: 21.320185 Detection error: 0.010370135307312012 time: 3:37:16.172833
- B/E: 109 / 97 , Gen_loss: -0.36049917 MI_loss: 21.860558 Detection error: 0.01036447286605835 time: 3:37:17.032883
- B/E: 110 / 97 , Gen_loss: -0.35261995 MI_loss: 21.255875 Detection error: 0.010353624820709229 time: 3:37:17.912665
- B/E: 111 / 97 , Gen_loss: -0.35907146 MI_loss: 21.746937 Detection error: 0.01034766435623169 time: 3:37:18.774419
- B/E: 112 / 97 , Gen_loss: -0.35491857 MI_loss: 21.48757 Detection error: 0.010345399379730225 time: 3:37:19.636695
- B/E: 113 / 97 , Gen_loss: -0.35556144 MI_loss: 21.610882 Detection error: 0.010350584983825684 time: 3:37:20.517884
- B/E: 114 / 97 , Gen_loss: -0.3560766 MI_loss: 21.565264 Detection error: 0.010354876518249512 time: 3:37:21.385087
- B/E: 115 / 97 , Gen_loss: -0.36537394 MI_loss: 22.132706 Detection error: 0.01034700870513916 time: 3:37:22.248331
- B/E: 116 / 97 , Gen_loss: -0.35734326 MI_loss: 21.803062 Detection error: 0.010349869728088379 time: 3:37:23.131236
- B/E: 117 / 97 , Gen_loss: -0.35079682 MI_loss: 21.213943 Detection error: 0.010353028774261475 time: 3:37:23.988776
- B/E: 118 / 97 , Gen_loss: -0.3500607 MI_loss: 21.172579 Detection error: 0.010348737239837646 time: 3:37:24.851265
- B/E: 119 / 97 , Gen_loss: -0.35120207 MI_loss: 21.183853 Detection error: 0.010344505310058594 time: 3:37:25.663817
- B/E: 120 / 97 , Gen_loss: -0.35655275 MI_loss: 21.62523 Detection error: 0.01034480333328247 time: 3:37:26.504773
- B/E: 121 / 97 , Gen_loss: -0.34752297 MI_loss: 21.106236 Detection error: 0.010350942611694336 time: 3:37:27.394015
- B/E: 122 / 97 , Gen_loss: -0.35968494 MI_loss: 21.634638 Detection error: 0.010348856449127197 time: 3:37:28.228192
- B/E: 123 / 97 , Gen_loss: -0.360075 MI_loss: 21.819824 Detection error: 0.010341763496398926 time: 3:37:29.090282
- B/E: 124 / 97 , Gen_loss: -0.3585691 MI_loss: 21.761263 Detection error: 0.010342001914978027 time: 3:37:29.947559
- B/E: 125 / 97 , Gen_loss: -0.35464153 MI_loss: 21.632015 Detection error: 0.010344266891479492 time: 3:37:30.803008
- B/E: 126 / 97 , Gen_loss: -0.35438696 MI_loss: 21.44175 Detection error: 0.010353565216064453 time: 3:37:31.662868
- B/E: 127 / 97 , Gen_loss: -0.3447895 MI_loss: 21.136503 Detection error: 0.010349869728088379 time: 3:37:32.520069
- B/E: 128 / 97 , Gen_loss: -0.3399661 MI_loss: 20.524677 Detection error: 0.010355114936828613 time: 3:37:33.377135
- B/E: 129 / 97 , Gen_loss: -0.3574468 MI_loss: 21.718317 Detection error: 0.010358870029449463 time: 3:37:34.234919
- B/E: 130 / 97 , Gen_loss: -0.35340175 MI_loss: 21.436958 Detection error: 0.010366439819335938 time: 3:37:35.097584
- B/E: 131 / 97 , Gen_loss: -0.34517503 MI_loss: 20.897762 Detection error: 0.010369062423706055 time: 3:37:35.958364
- B/E: 132 / 97 , Gen_loss: -0.35961962 MI_loss: 21.784462 Detection error: 0.010367274284362793 time: 3:37:36.818567
- B/E: 133 / 97 , Gen_loss: -0.35705543 MI_loss: 21.500237 Detection error: 0.010368704795837402 time: 3:37:37.678912
- B/E: 134 / 97 , Gen_loss: -0.34642124 MI_loss: 21.074652 Detection error: 0.010379195213317871 time: 3:37:38.487277
- B/E: 135 / 97 , Gen_loss: -0.35008252 MI_loss: 21.176838 Detection error: 0.010376811027526855 time: 3:37:39.325792
- B/E: 136 / 97 , Gen_loss: -0.34810993 MI_loss: 21.0871 Detection error: 0.010382294654846191 time: 3:37:40.184073
- B/E: 137 / 97 , Gen_loss: -0.36034283 MI_loss: 21.760874 Detection error: 0.010381102561950684 time: 3:37:41.050378
- B/E: 138 / 97 , Gen_loss: -0.35190177 MI_loss: 21.393372 Detection error: 0.010385572910308838 time: 3:37:41.840500
- B/E: 139 / 97 , Gen_loss: -0.3576661 MI_loss: 21.653511 Detection error: 0.010390639305114746 time: 3:37:42.685169
- B/E: 140 / 97 , Gen_loss: -0.3481585 MI_loss: 21.138178 Detection error: 0.010394036769866943 time: 3:37:43.547397
- B/E: 141 / 97 , Gen_loss: -0.34460112 MI_loss: 20.760073 Detection error: 0.010391950607299805 time: 3:37:44.407387
- B/E: 142 / 97 , Gen_loss: -0.35594302 MI_loss: 21.61023 Detection error: 0.010389864444732666 time: 3:37:45.269192
- B/E: 143 / 97 , Gen_loss: -0.35530588 MI_loss: 21.48984 Detection error: 0.010391056537628174 time: 3:37:46.130905
- B/E: 144 / 97 , Gen_loss: -0.35897353 MI_loss: 21.85875 Detection error: 0.010397851467132568 time: 3:37:46.991284
- B/E: 145 / 97 , Gen_loss: -0.3539761 MI_loss: 21.432564 Detection error: 0.01040196418762207 time: 3:37:47.850886
- B/E: 146 / 97 , Gen_loss: -0.35474107 MI_loss: 21.443474 Detection error: 0.01040560007095337 time: 3:37:48.716910
- B/E: 147 / 97 , Gen_loss: -0.35561725 MI_loss: 21.367077 Detection error: 0.01040583848953247 time: 3:37:49.577720
- B/E: 148 / 97 , Gen_loss: -0.34949884 MI_loss: 21.126717 Detection error: 0.010406017303466797 time: 3:37:50.437868
- B/E: 149 / 97 , Gen_loss: -0.3539384 MI_loss: 21.395245 Detection error: 0.01041334867477417 time: 3:37:51.299988
-
- Test Loss: 10.676495 Test Error: 0.011108338832855225
- -----
- EPOCH: 98
- B/E: 0 / 98 , Gen_loss: -0.3590224 MI_loss: 21.786427 Detection error: 0.011531233787536621 time: 3:37:53.343184
- B/E: 1 / 98 , Gen_loss: -0.352278 MI_loss: 21.464165 Detection error: 0.011484384536743164 time: 3:38:05.894115
- B/E: 2 / 98 , Gen_loss: -0.34882978 MI_loss: 21.058886 Detection error: 0.010749995708465576 time: 3:38:06.878849
- B/E: 3 / 98 , Gen_loss: -0.3577853 MI_loss: 21.754906 Detection error: 0.010640621185302734 time: 3:38:07.741823
- B/E: 4 / 98 , Gen_loss: -0.3477908 MI_loss: 21.101469 Detection error: 0.010593771934509277 time: 3:38:08.603982
- B/E: 5 / 98 , Gen_loss: -0.3540498 MI_loss: 21.49075 Detection error: 0.01055210828781128 time: 3:38:09.505366
- B/E: 6 / 98 , Gen_loss: -0.35734034 MI_loss: 21.671915 Detection error: 0.010540187358856201 time: 3:38:10.365046
- B/E: 7 / 98 , Gen_loss: -0.35341498 MI_loss: 21.489763 Detection error: 0.010597646236419678 time: 3:38:11.223631
- B/E: 8 / 98 , Gen_loss: -0.35819244 MI_loss: 21.661915 Detection error: 0.010510444641113281 time: 3:38:12.085035
- B/E: 9 / 98 , Gen_loss: -0.3497052 MI_loss: 21.167984 Detection error: 0.010431230068206787 time: 3:38:12.947100
- B/E: 10 / 98 , Gen_loss: -0.35280186 MI_loss: 21.458563 Detection error: 0.010460197925567627 time: 3:38:13.805128
- B/E: 11 / 98 , Gen_loss: -0.36059088 MI_loss: 21.920307 Detection error: 0.010507822036743164 time: 3:38:14.663969
- B/E: 12 / 98 , Gen_loss: -0.35291585 MI_loss: 21.535172 Detection error: 0.010538458824157715 time: 3:38:15.523794
- B/E: 13 / 98 , Gen_loss: -0.3536031 MI_loss: 21.345764 Detection error: 0.01051783561706543 time: 3:38:16.388010
- B/E: 14 / 98 , Gen_loss: -0.35216945 MI_loss: 21.222157 Detection error: 0.010506272315979004 time: 3:38:17.168107
- B/E: 15 / 98 , Gen_loss: -0.35578468 MI_loss: 21.700249 Detection error: 0.010500013828277588 time: 3:38:17.919860
- B/E: 16 / 98 , Gen_loss: -0.3623074 MI_loss: 21.76706 Detection error: 0.010443031787872314 time: 3:38:18.669946
- B/E: 17 / 98 , Gen_loss: -0.34517714 MI_loss: 20.938765 Detection error: 0.010432302951812744 time: 3:38:19.423581
- B/E: 18 / 98 , Gen_loss: -0.36055946 MI_loss: 21.829906 Detection error: 0.010381579399108887 time: 3:38:20.276559
- B/E: 19 / 98 , Gen_loss: -0.34355196 MI_loss: 20.863455 Detection error: 0.010395288467407227 time: 3:38:21.124548
- B/E: 20 / 98 , Gen_loss: -0.35053864 MI_loss: 21.246136 Detection error: 0.010407745838165283 time: 3:38:21.982790
- B/E: 21 / 98 , Gen_loss: -0.3481801 MI_loss: 21.196825 Detection error: 0.01042187213897705 time: 3:38:22.841223
- B/E: 22 / 98 , Gen_loss: -0.35891527 MI_loss: 21.681477 Detection error: 0.010391294956207275 time: 3:38:23.705760
- B/E: 23 / 98 , Gen_loss: -0.3503994 MI_loss: 21.056032 Detection error: 0.010373711585998535 time: 3:38:24.566595
- B/E: 24 / 98 , Gen_loss: -0.35648054 MI_loss: 21.65328 Detection error: 0.010393738746643066 time: 3:38:25.428099
- B/E: 25 / 98 , Gen_loss: -0.35855576 MI_loss: 21.633905 Detection error: 0.010388195514678955 time: 3:38:26.288428
- B/E: 26 / 98 , Gen_loss: -0.34098786 MI_loss: 20.87802 Detection error: 0.010466456413269043 time: 3:38:27.090960
- B/E: 27 / 98 , Gen_loss: -0.35149637 MI_loss: 21.491285 Detection error: 0.010483264923095703 time: 3:38:27.843463
- B/E: 28 / 98 , Gen_loss: -0.35178334 MI_loss: 21.226727 Detection error: 0.010468721389770508 time: 3:38:28.716245
- B/E: 29 / 98 , Gen_loss: -0.3577464 MI_loss: 21.813646 Detection error: 0.010496854782104492 time: 3:38:29.574369
- B/E: 30 / 98 , Gen_loss: -0.3546587 MI_loss: 21.587736 Detection error: 0.010459661483764648 time: 3:38:30.456304
- B/E: 31 / 98 , Gen_loss: -0.3413413 MI_loss: 20.65622 Detection error: 0.010435521602630615 time: 3:38:31.397304
- B/E: 32 / 98 , Gen_loss: -0.36104307 MI_loss: 21.860664 Detection error: 0.010449826717376709 time: 3:38:32.189919
- B/E: 33 / 98 , Gen_loss: -0.3511636 MI_loss: 21.34113 Detection error: 0.010431051254272461 time: 3:38:32.959230
- B/E: 34 / 98 , Gen_loss: -0.33395055 MI_loss: 20.355053 Detection error: 0.010425865650177002 time: 3:38:33.726358
- B/E: 35 / 98 , Gen_loss: -0.349507 MI_loss: 21.200333 Detection error: 0.010420143604278564 time: 3:38:34.481096
- B/E: 36 / 98 , Gen_loss: -0.35854307 MI_loss: 21.688944 Detection error: 0.01040792465209961 time: 3:38:35.233499
- B/E: 37 / 98 , Gen_loss: -0.35866925 MI_loss: 21.863636 Detection error: 0.010383248329162598 time: 3:38:35.987406
- B/E: 38 / 98 , Gen_loss: -0.3452397 MI_loss: 20.766851 Detection error: 0.010399043560028076 time: 3:38:36.825208
- B/E: 39 / 98 , Gen_loss: -0.36491513 MI_loss: 22.108917 Detection error: 0.010400772094726562 time: 3:38:37.703403
- B/E: 40 / 98 , Gen_loss: -0.3563948 MI_loss: 21.619595 Detection error: 0.010394811630249023 time: 3:38:38.559583
- B/E: 41 / 98 , Gen_loss: -0.3580486 MI_loss: 21.779795 Detection error: 0.010378718376159668 time: 3:38:39.417914
- B/E: 42 / 98 , Gen_loss: -0.34787965 MI_loss: 21.037142 Detection error: 0.010369181632995605 time: 3:38:40.277107
- B/E: 43 / 98 , Gen_loss: -0.35970515 MI_loss: 21.650267 Detection error: 0.010365784168243408 time: 3:38:41.139637
- B/E: 44 / 98 , Gen_loss: -0.36479473 MI_loss: 22.256382 Detection error: 0.010372936725616455 time: 3:38:41.999742
- B/E: 45 / 98 , Gen_loss: -0.35955018 MI_loss: 21.777327 Detection error: 0.010380446910858154 time: 3:38:42.856796
- B/E: 46 / 98 , Gen_loss: -0.35044345 MI_loss: 21.250624 Detection error: 0.010385632514953613 time: 3:38:43.716345
- B/E: 47 / 98 , Gen_loss: -0.34339973 MI_loss: 20.826801 Detection error: 0.010385394096374512 time: 3:38:44.577751
- B/E: 48 / 98 , Gen_loss: -0.35721877 MI_loss: 21.643566 Detection error: 0.010390281677246094 time: 3:38:45.557832
- B/E: 49 / 98 , Gen_loss: -0.35688618 MI_loss: 21.730911 Detection error: 0.010403096675872803 time: 3:38:46.414949
- B/E: 50 / 98 , Gen_loss: -0.36112845 MI_loss: 21.913292 Detection error: 0.01040869951248169 time: 3:38:47.273211
- B/E: 51 / 98 , Gen_loss: -0.35477522 MI_loss: 21.529951 Detection error: 0.010411083698272705 time: 3:38:48.138382
- B/E: 52 / 98 , Gen_loss: -0.36216354 MI_loss: 22.048405 Detection error: 0.010408580303192139 time: 3:38:48.997008
- B/E: 53 / 98 , Gen_loss: -0.3552464 MI_loss: 21.543806 Detection error: 0.010419011116027832 time: 3:38:49.803376
- B/E: 54 / 98 , Gen_loss: -0.3493338 MI_loss: 21.181976 Detection error: 0.01041877269744873 time: 3:38:50.555766
- B/E: 55 / 98 , Gen_loss: -0.35622 MI_loss: 21.543175 Detection error: 0.010401785373687744 time: 3:38:51.432442
- B/E: 56 / 98 , Gen_loss: -0.35929286 MI_loss: 21.814219 Detection error: 0.010388731956481934 time: 3:38:52.290038
- B/E: 57 / 98 , Gen_loss: -0.35940015 MI_loss: 21.756367 Detection error: 0.010372817516326904 time: 3:38:53.149598
- B/E: 58 / 98 , Gen_loss: -0.34825933 MI_loss: 21.200531 Detection error: 0.010368645191192627 time: 3:38:54.006501
- B/E: 59 / 98 , Gen_loss: -0.3456356 MI_loss: 21.154236 Detection error: 0.010394811630249023 time: 3:38:54.867339
- B/E: 60 / 98 , Gen_loss: -0.34767213 MI_loss: 21.0137 Detection error: 0.010393977165222168 time: 3:38:55.724013
- B/E: 61 / 98 , Gen_loss: -0.35917243 MI_loss: 21.56644 Detection error: 0.010391652584075928 time: 3:38:56.581697
- B/E: 62 / 98 , Gen_loss: -0.3565141 MI_loss: 21.728254 Detection error: 0.010396838188171387 time: 3:38:57.443220
- B/E: 63 / 98 , Gen_loss: -0.36106357 MI_loss: 21.88627 Detection error: 0.010386228561401367 time: 3:38:58.386810
- B/E: 64 / 98 , Gen_loss: -0.3542691 MI_loss: 21.56062 Detection error: 0.010389447212219238 time: 3:38:59.247954
- B/E: 65 / 98 , Gen_loss: -0.35403818 MI_loss: 21.420687 Detection error: 0.010382115840911865 time: 3:39:00.107934
- B/E: 66 / 98 , Gen_loss: -0.3658862 MI_loss: 22.22609 Detection error: 0.010379195213317871 time: 3:39:00.966620
- B/E: 67 / 98 , Gen_loss: -0.35341716 MI_loss: 21.403507 Detection error: 0.01037222146987915 time: 3:39:01.827841
- B/E: 68 / 98 , Gen_loss: -0.36233577 MI_loss: 22.025513 Detection error: 0.010377287864685059 time: 3:39:02.687624
- B/E: 69 / 98 , Gen_loss: -0.36192667 MI_loss: 22.046793 Detection error: 0.010382592678070068 time: 3:39:03.546972
- B/E: 70 / 98 , Gen_loss: -0.35541645 MI_loss: 21.565464 Detection error: 0.01037365198135376 time: 3:39:04.365561
- B/E: 71 / 98 , Gen_loss: -0.35597062 MI_loss: 21.534012 Detection error: 0.01037675142288208 time: 3:39:05.135002
- B/E: 72 / 98 , Gen_loss: -0.3453779 MI_loss: 21.030567 Detection error: 0.01036900281906128 time: 3:39:06.012010
- B/E: 73 / 98 , Gen_loss: -0.36748648 MI_loss: 22.335314 Detection error: 0.01036614179611206 time: 3:39:06.871181
- B/E: 74 / 98 , Gen_loss: -0.36376932 MI_loss: 22.14666 Detection error: 0.01036292314529419 time: 3:39:07.728653
- B/E: 75 / 98 , Gen_loss: -0.34297726 MI_loss: 20.848227 Detection error: 0.010363101959228516 time: 3:39:08.604141
- B/E: 76 / 98 , Gen_loss: -0.35308847 MI_loss: 21.363773 Detection error: 0.010366857051849365 time: 3:39:09.469618
- B/E: 77 / 98 , Gen_loss: -0.36145177 MI_loss: 21.857435 Detection error: 0.010362565517425537 time: 3:39:10.330384
- B/E: 78 / 98 , Gen_loss: -0.36195785 MI_loss: 21.73844 Detection error: 0.01035165786743164 time: 3:39:11.196152
- B/E: 79 / 98 , Gen_loss: -0.35831282 MI_loss: 21.653652 Detection error: 0.010369539260864258 time: 3:39:12.163692
- B/E: 80 / 98 , Gen_loss: -0.35356054 MI_loss: 21.574226 Detection error: 0.010382354259490967 time: 3:39:13.024807
- B/E: 81 / 98 , Gen_loss: -0.3492138 MI_loss: 21.10881 Detection error: 0.010369658470153809 time: 3:39:13.884570
- B/E: 82 / 98 , Gen_loss: -0.34510294 MI_loss: 20.867056 Detection error: 0.010365962982177734 time: 3:39:14.744794
- B/E: 83 / 98 , Gen_loss: -0.36009875 MI_loss: 21.842236 Detection error: 0.010368704795837402 time: 3:39:15.622493
- B/E: 84 / 98 , Gen_loss: -0.34501916 MI_loss: 20.968021 Detection error: 0.010365426540374756 time: 3:39:16.481027
- B/E: 85 / 98 , Gen_loss: -0.35630867 MI_loss: 21.459604 Detection error: 0.010343372821807861 time: 3:39:17.338387
- B/E: 86 / 98 , Gen_loss: -0.3619885 MI_loss: 21.960384 Detection error: 0.010352015495300293 time: 3:39:18.198559
- B/E: 87 / 98 , Gen_loss: -0.35477307 MI_loss: 21.480684 Detection error: 0.010338425636291504 time: 3:39:19.055907
- B/E: 88 / 98 , Gen_loss: -0.35988683 MI_loss: 21.863306 Detection error: 0.010325133800506592 time: 3:39:19.918954
- B/E: 89 / 98 , Gen_loss: -0.3563392 MI_loss: 21.92401 Detection error: 0.010330557823181152 time: 3:39:20.779936
- B/E: 90 / 98 , Gen_loss: -0.3558457 MI_loss: 21.493319 Detection error: 0.010329663753509521 time: 3:39:21.642741
- B/E: 91 / 98 , Gen_loss: -0.34947422 MI_loss: 21.305002 Detection error: 0.010337293148040771 time: 3:39:22.503610
- B/E: 92 / 98 , Gen_loss: -0.3494069 MI_loss: 21.151154 Detection error: 0.010325610637664795 time: 3:39:23.366013
- B/E: 93 / 98 , Gen_loss: -0.35152233 MI_loss: 21.25795 Detection error: 0.010327816009521484 time: 3:39:24.149151
- B/E: 94 / 98 , Gen_loss: -0.36190644 MI_loss: 22.2129 Detection error: 0.01034080982208252 time: 3:39:24.922290
- B/E: 95 / 98 , Gen_loss: -0.3660381 MI_loss: 22.311296 Detection error: 0.010345399379730225 time: 3:39:25.867163
- B/E: 96 / 98 , Gen_loss: -0.36540863 MI_loss: 22.138828 Detection error: 0.010343730449676514 time: 3:39:26.682223
- B/E: 97 / 98 , Gen_loss: -0.36463508 MI_loss: 22.2365 Detection error: 0.010335803031921387 time: 3:39:27.541948
- B/E: 98 / 98 , Gen_loss: -0.3493635 MI_loss: 21.162323 Detection error: 0.010318160057067871 time: 3:39:28.403899
- B/E: 99 / 98 , Gen_loss: -0.35618764 MI_loss: 21.524172 Detection error: 0.010324060916900635 time: 3:39:29.262623
- B/E: 100 / 98 , Gen_loss: -0.3602543 MI_loss: 21.756351 Detection error: 0.01031869649887085 time: 3:39:30.128353
- B/E: 101 / 98 , Gen_loss: -0.35672086 MI_loss: 21.621956 Detection error: 0.010330259799957275 time: 3:39:30.986269
- B/E: 102 / 98 , Gen_loss: -0.35345766 MI_loss: 21.508776 Detection error: 0.01033252477645874 time: 3:39:31.845028
- B/E: 103 / 98 , Gen_loss: -0.3584608 MI_loss: 21.645947 Detection error: 0.010336518287658691 time: 3:39:32.702912
- B/E: 104 / 98 , Gen_loss: -0.3590353 MI_loss: 22.02727 Detection error: 0.01033627986907959 time: 3:39:33.568896
- B/E: 105 / 98 , Gen_loss: -0.3421302 MI_loss: 20.763823 Detection error: 0.01033782958984375 time: 3:39:34.427714
- B/E: 106 / 98 , Gen_loss: -0.34807116 MI_loss: 21.02302 Detection error: 0.010338783264160156 time: 3:39:35.286150
- B/E: 107 / 98 , Gen_loss: -0.35951176 MI_loss: 21.88638 Detection error: 0.010341405868530273 time: 3:39:36.143436
- B/E: 108 / 98 , Gen_loss: -0.35035074 MI_loss: 21.270031 Detection error: 0.010342895984649658 time: 3:39:37.004560
- B/E: 109 / 98 , Gen_loss: -0.35300165 MI_loss: 21.470182 Detection error: 0.010344624519348145 time: 3:39:37.861911
- B/E: 110 / 98 , Gen_loss: -0.3545911 MI_loss: 21.379154 Detection error: 0.010335564613342285 time: 3:39:38.718383
- B/E: 111 / 98 , Gen_loss: -0.36711776 MI_loss: 22.153109 Detection error: 0.010325908660888672 time: 3:39:39.664668
- B/E: 112 / 98 , Gen_loss: -0.3560373 MI_loss: 21.516111 Detection error: 0.010329663753509521 time: 3:39:40.525522
- B/E: 113 / 98 , Gen_loss: -0.3551199 MI_loss: 21.550987 Detection error: 0.010331988334655762 time: 3:39:41.385928
- B/E: 114 / 98 , Gen_loss: -0.35707092 MI_loss: 21.84485 Detection error: 0.01033318042755127 time: 3:39:42.248632
- B/E: 115 / 98 , Gen_loss: -0.35709226 MI_loss: 21.669453 Detection error: 0.01033109426498413 time: 3:39:43.108362
- B/E: 116 / 98 , Gen_loss: -0.35609734 MI_loss: 21.528824 Detection error: 0.010332286357879639 time: 3:39:43.974787
- B/E: 117 / 98 , Gen_loss: -0.34482944 MI_loss: 21.0816 Detection error: 0.010330498218536377 time: 3:39:44.834365
- B/E: 118 / 98 , Gen_loss: -0.35583755 MI_loss: 21.516937 Detection error: 0.010323524475097656 time: 3:39:45.691519
- B/E: 119 / 98 , Gen_loss: -0.35238495 MI_loss: 21.30698 Detection error: 0.010321080684661865 time: 3:39:46.550909
- B/E: 120 / 98 , Gen_loss: -0.3615614 MI_loss: 21.803402 Detection error: 0.010318458080291748 time: 3:39:47.432533
- B/E: 121 / 98 , Gen_loss: -0.35127562 MI_loss: 21.391762 Detection error: 0.010325849056243896 time: 3:39:48.289948
- B/E: 122 / 98 , Gen_loss: -0.35271236 MI_loss: 21.345867 Detection error: 0.0103226900100708 time: 3:39:49.147541
- B/E: 123 / 98 , Gen_loss: -0.3489452 MI_loss: 21.04758 Detection error: 0.010319054126739502 time: 3:39:50.012473
- B/E: 124 / 98 , Gen_loss: -0.35768563 MI_loss: 21.83322 Detection error: 0.010320723056793213 time: 3:39:50.894578
- B/E: 125 / 98 , Gen_loss: -0.36011708 MI_loss: 21.939789 Detection error: 0.010323405265808105 time: 3:39:51.754622
- B/E: 126 / 98 , Gen_loss: -0.3571033 MI_loss: 21.786451 Detection error: 0.010329008102416992 time: 3:39:52.616701
- B/E: 127 / 98 , Gen_loss: -0.35586694 MI_loss: 21.521793 Detection error: 0.010328829288482666 time: 3:39:53.558258
- B/E: 128 / 98 , Gen_loss: -0.35728785 MI_loss: 21.679325 Detection error: 0.010334312915802002 time: 3:39:54.442677
- B/E: 129 / 98 , Gen_loss: -0.3511819 MI_loss: 21.492352 Detection error: 0.010342299938201904 time: 3:39:55.306524
- B/E: 130 / 98 , Gen_loss: -0.3470208 MI_loss: 20.87576 Detection error: 0.01034921407699585 time: 3:39:56.166474
- B/E: 131 / 98 , Gen_loss: -0.34891635 MI_loss: 21.065525 Detection error: 0.0103532075881958 time: 3:39:57.024582
- B/E: 132 / 98 , Gen_loss: -0.35169008 MI_loss: 21.268154 Detection error: 0.010349154472351074 time: 3:39:57.885784
- B/E: 133 / 98 , Gen_loss: -0.35189807 MI_loss: 21.45237 Detection error: 0.010356783866882324 time: 3:39:58.746933
- B/E: 134 / 98 , Gen_loss: -0.35195136 MI_loss: 21.513226 Detection error: 0.010364353656768799 time: 3:39:59.533823
- B/E: 135 / 98 , Gen_loss: -0.35319525 MI_loss: 21.377302 Detection error: 0.010367214679718018 time: 3:40:00.286595
- B/E: 136 / 98 , Gen_loss: -0.35475975 MI_loss: 21.570688 Detection error: 0.010366082191467285 time: 3:40:01.107519
- B/E: 137 / 98 , Gen_loss: -0.35315397 MI_loss: 21.460722 Detection error: 0.010368883609771729 time: 3:40:01.883163
- B/E: 138 / 98 , Gen_loss: -0.3552179 MI_loss: 21.517605 Detection error: 0.010371863842010498 time: 3:40:02.757297
- B/E: 139 / 98 , Gen_loss: -0.34702346 MI_loss: 21.116104 Detection error: 0.010375440120697021 time: 3:40:03.617588
- B/E: 140 / 98 , Gen_loss: -0.3404808 MI_loss: 20.639496 Detection error: 0.010381877422332764 time: 3:40:04.481319
- B/E: 141 / 98 , Gen_loss: -0.352644 MI_loss: 21.322702 Detection error: 0.01037454605102539 time: 3:40:05.345731
- B/E: 142 / 98 , Gen_loss: -0.3615019 MI_loss: 21.917936 Detection error: 0.010378718376159668 time: 3:40:06.209122
- B/E: 143 / 98 , Gen_loss: -0.35774648 MI_loss: 21.6939 Detection error: 0.010377168655395508 time: 3:40:07.170977
- B/E: 144 / 98 , Gen_loss: -0.3505816 MI_loss: 21.206535 Detection error: 0.010385334491729736 time: 3:40:08.056141
- B/E: 145 / 98 , Gen_loss: -0.3524468 MI_loss: 21.26033 Detection error: 0.010389328002929688 time: 3:40:08.913645
- B/E: 146 / 98 , Gen_loss: -0.34850448 MI_loss: 21.036432 Detection error: 0.010391175746917725 time: 3:40:09.771375
- B/E: 147 / 98 , Gen_loss: -0.35543478 MI_loss: 21.560474 Detection error: 0.010396718978881836 time: 3:40:10.628261
- B/E: 148 / 98 , Gen_loss: -0.3470239 MI_loss: 21.014297 Detection error: 0.010396182537078857 time: 3:40:11.492505
- B/E: 149 / 98 , Gen_loss: -0.3685986 MI_loss: 22.437748 Detection error: 0.010403335094451904 time: 3:40:12.353733
-
- Test Loss: 10.6473875 Test Error: 0.010975003242492676
- -----
- EPOCH: 99
- B/E: 0 / 99 , Gen_loss: -0.36075017 MI_loss: 21.875683 Detection error: 0.011281251907348633 time: 3:40:14.372642
- B/E: 1 / 99 , Gen_loss: -0.32787108 MI_loss: 19.919214 Detection error: 0.011375010013580322 time: 3:40:26.761968
- B/E: 2 / 99 , Gen_loss: -0.34774104 MI_loss: 21.186094 Detection error: 0.010895848274230957 time: 3:40:27.621598
- B/E: 3 / 99 , Gen_loss: -0.3513485 MI_loss: 21.292524 Detection error: 0.010843753814697266 time: 3:40:28.503410
- B/E: 4 / 99 , Gen_loss: -0.35439745 MI_loss: 21.6551 Detection error: 0.01068127155303955 time: 3:40:29.362727
- B/E: 5 / 99 , Gen_loss: -0.34261525 MI_loss: 20.781973 Detection error: 0.010671854019165039 time: 3:40:30.307513
- B/E: 6 / 99 , Gen_loss: -0.34724715 MI_loss: 21.089964 Detection error: 0.010678589344024658 time: 3:40:31.100735
- B/E: 7 / 99 , Gen_loss: -0.36119553 MI_loss: 21.872192 Detection error: 0.01064455509185791 time: 3:40:31.986732
- B/E: 8 / 99 , Gen_loss: -0.34772825 MI_loss: 20.931683 Detection error: 0.010607659816741943 time: 3:40:32.847771
- B/E: 9 / 99 , Gen_loss: -0.35266268 MI_loss: 21.314291 Detection error: 0.01051872968673706 time: 3:40:33.709039
- B/E: 10 / 99 , Gen_loss: -0.35928902 MI_loss: 21.881699 Detection error: 0.01052558422088623 time: 3:40:34.567081
- B/E: 11 / 99 , Gen_loss: -0.35050264 MI_loss: 21.254494 Detection error: 0.010523438453674316 time: 3:40:35.432484
- B/E: 12 / 99 , Gen_loss: -0.35715964 MI_loss: 21.77072 Detection error: 0.0106009840965271 time: 3:40:36.289347
- B/E: 13 / 99 , Gen_loss: -0.35238057 MI_loss: 21.254303 Detection error: 0.010618329048156738 time: 3:40:37.148346
- B/E: 14 / 99 , Gen_loss: -0.35258153 MI_loss: 21.25671 Detection error: 0.010577082633972168 time: 3:40:38.007188
- B/E: 15 / 99 , Gen_loss: -0.35597005 MI_loss: 21.597616 Detection error: 0.010587871074676514 time: 3:40:38.869272
- B/E: 16 / 99 , Gen_loss: -0.3546431 MI_loss: 21.354677 Detection error: 0.010522067546844482 time: 3:40:39.730907
- B/E: 17 / 99 , Gen_loss: -0.34105846 MI_loss: 20.667894 Detection error: 0.01050347089767456 time: 3:40:40.587954
- B/E: 18 / 99 , Gen_loss: -0.35155547 MI_loss: 21.297792 Detection error: 0.010439157485961914 time: 3:40:41.446908
- B/E: 19 / 99 , Gen_loss: -0.33445907 MI_loss: 20.362288 Detection error: 0.01047813892364502 time: 3:40:42.308895
- B/E: 20 / 99 , Gen_loss: -0.3646775 MI_loss: 22.067482 Detection error: 0.010480642318725586 time: 3:40:43.266920
- B/E: 21 / 99 , Gen_loss: -0.34718296 MI_loss: 21.02634 Detection error: 0.010482966899871826 time: 3:40:44.127516
- B/E: 22 / 99 , Gen_loss: -0.34816808 MI_loss: 21.069298 Detection error: 0.010485053062438965 time: 3:40:44.987622
- B/E: 23 / 99 , Gen_loss: -0.3506334 MI_loss: 21.311136 Detection error: 0.010447919368743896 time: 3:40:45.849128
- B/E: 24 / 99 , Gen_loss: -0.3479501 MI_loss: 21.100552 Detection error: 0.01047372817993164 time: 3:40:46.710820
- B/E: 25 / 99 , Gen_loss: -0.35454553 MI_loss: 21.367523 Detection error: 0.010469973087310791 time: 3:40:47.573110
- B/E: 26 / 99 , Gen_loss: -0.3553946 MI_loss: 21.694368 Detection error: 0.010517358779907227 time: 3:40:48.436436
- B/E: 27 / 99 , Gen_loss: -0.35699952 MI_loss: 21.83058 Detection error: 0.01052790880203247 time: 3:40:49.306106
- B/E: 28 / 99 , Gen_loss: -0.35690817 MI_loss: 21.566269 Detection error: 0.01051938533782959 time: 3:40:50.168587
- B/E: 29 / 99 , Gen_loss: -0.35126975 MI_loss: 21.405897 Detection error: 0.01053851842880249 time: 3:40:51.027677
- B/E: 30 / 99 , Gen_loss: -0.35325742 MI_loss: 21.601887 Detection error: 0.01052016019821167 time: 3:40:51.885940
- B/E: 31 / 99 , Gen_loss: -0.3426633 MI_loss: 20.865429 Detection error: 0.01048046350479126 time: 3:40:52.748607
- B/E: 32 / 99 , Gen_loss: -0.35450143 MI_loss: 21.506823 Detection error: 0.010489583015441895 time: 3:40:53.607483
- B/E: 33 / 99 , Gen_loss: -0.35546252 MI_loss: 21.600803 Detection error: 0.010458648204803467 time: 3:40:54.467024
- B/E: 34 / 99 , Gen_loss: -0.34807748 MI_loss: 21.058163 Detection error: 0.010451793670654297 time: 3:40:55.325990
- B/E: 35 / 99 , Gen_loss: -0.35643968 MI_loss: 21.567701 Detection error: 0.010437488555908203 time: 3:40:56.186729
- B/E: 36 / 99 , Gen_loss: -0.35757947 MI_loss: 21.589725 Detection error: 0.010436654090881348 time: 3:40:57.132876
- B/E: 37 / 99 , Gen_loss: -0.36222857 MI_loss: 21.91245 Detection error: 0.010430097579956055 time: 3:40:57.994272
- B/E: 38 / 99 , Gen_loss: -0.34967044 MI_loss: 21.19931 Detection error: 0.010443925857543945 time: 3:40:58.854015
- B/E: 39 / 99 , Gen_loss: -0.3518065 MI_loss: 21.234705 Detection error: 0.010424196720123291 time: 3:40:59.719158
- B/E: 40 / 99 , Gen_loss: -0.34681597 MI_loss: 21.036682 Detection error: 0.010407745838165283 time: 3:41:00.580915
- B/E: 41 / 99 , Gen_loss: -0.35457283 MI_loss: 21.559849 Detection error: 0.010389149188995361 time: 3:41:01.440177
- B/E: 42 / 99 , Gen_loss: -0.35422024 MI_loss: 21.418016 Detection error: 0.01038593053817749 time: 3:41:02.302602
- B/E: 43 / 99 , Gen_loss: -0.3628839 MI_loss: 22.040838 Detection error: 0.010389924049377441 time: 3:41:03.184191
- B/E: 44 / 99 , Gen_loss: -0.34998977 MI_loss: 21.130787 Detection error: 0.0103951096534729 time: 3:41:04.060458
- B/E: 45 / 99 , Gen_loss: -0.35714108 MI_loss: 21.616585 Detection error: 0.010402202606201172 time: 3:41:04.930163
- B/E: 46 / 99 , Gen_loss: -0.35400945 MI_loss: 21.55128 Detection error: 0.010416865348815918 time: 3:41:05.795168
- B/E: 47 / 99 , Gen_loss: -0.3588276 MI_loss: 21.741695 Detection error: 0.010399103164672852 time: 3:41:06.677195
- B/E: 48 / 99 , Gen_loss: -0.35858035 MI_loss: 21.72508 Detection error: 0.010414540767669678 time: 3:41:07.536842
- B/E: 49 / 99 , Gen_loss: -0.35334608 MI_loss: 21.535673 Detection error: 0.010424375534057617 time: 3:41:08.399246
- B/E: 50 / 99 , Gen_loss: -0.35957518 MI_loss: 21.825352 Detection error: 0.010425269603729248 time: 3:41:09.259394
- B/E: 51 / 99 , Gen_loss: -0.36224377 MI_loss: 22.004528 Detection error: 0.010429680347442627 time: 3:41:10.142451
- B/E: 52 / 99 , Gen_loss: -0.35563692 MI_loss: 21.462639 Detection error: 0.010425090789794922 time: 3:41:11.103024
- B/E: 53 / 99 , Gen_loss: -0.36620945 MI_loss: 22.204937 Detection error: 0.010439813137054443 time: 3:41:11.968014
- B/E: 54 / 99 , Gen_loss: -0.35090464 MI_loss: 21.286537 Detection error: 0.01044774055480957 time: 3:41:12.760289
- B/E: 55 / 99 , Gen_loss: -0.35074797 MI_loss: 21.333818 Detection error: 0.010430216789245605 time: 3:41:13.514040
- B/E: 56 / 99 , Gen_loss: -0.35942748 MI_loss: 21.733421 Detection error: 0.010409533977508545 time: 3:41:14.268933
- B/E: 57 / 99 , Gen_loss: -0.34711185 MI_loss: 20.958235 Detection error: 0.010398685932159424 time: 3:41:15.018438
- B/E: 58 / 99 , Gen_loss: -0.34624296 MI_loss: 20.988642 Detection error: 0.010392487049102783 time: 3:41:15.849183
- B/E: 59 / 99 , Gen_loss: -0.34922278 MI_loss: 21.249939 Detection error: 0.010415077209472656 time: 3:41:16.708327
- B/E: 60 / 99 , Gen_loss: -0.3618259 MI_loss: 21.838963 Detection error: 0.010410845279693604 time: 3:41:17.570536
- B/E: 61 / 99 , Gen_loss: -0.34853038 MI_loss: 21.200138 Detection error: 0.01041179895401001 time: 3:41:18.428958
- B/E: 62 / 99 , Gen_loss: -0.35540783 MI_loss: 21.483992 Detection error: 0.010416150093078613 time: 3:41:19.287104
- B/E: 63 / 99 , Gen_loss: -0.360826 MI_loss: 21.89519 Detection error: 0.010416507720947266 time: 3:41:20.144767
- B/E: 64 / 99 , Gen_loss: -0.36457726 MI_loss: 22.224483 Detection error: 0.010412037372589111 time: 3:41:21.008828
- B/E: 65 / 99 , Gen_loss: -0.35608998 MI_loss: 21.581772 Detection error: 0.010412871837615967 time: 3:41:21.866132
- B/E: 66 / 99 , Gen_loss: -0.3643289 MI_loss: 22.191252 Detection error: 0.010405778884887695 time: 3:41:22.726216
- B/E: 67 / 99 , Gen_loss: -0.3531608 MI_loss: 21.39809 Detection error: 0.010396122932434082 time: 3:41:23.586307
- B/E: 68 / 99 , Gen_loss: -0.35164547 MI_loss: 21.531635 Detection error: 0.010396301746368408 time: 3:41:24.532579
- B/E: 69 / 99 , Gen_loss: -0.3568332 MI_loss: 21.597282 Detection error: 0.010400891304016113 time: 3:41:25.402456
- B/E: 70 / 99 , Gen_loss: -0.37063777 MI_loss: 22.598864 Detection error: 0.010391294956207275 time: 3:41:26.263112
- B/E: 71 / 99 , Gen_loss: -0.35121885 MI_loss: 21.169025 Detection error: 0.010384976863861084 time: 3:41:27.123074
- B/E: 72 / 99 , Gen_loss: -0.34614846 MI_loss: 20.954899 Detection error: 0.010389983654022217 time: 3:41:27.989453
- B/E: 73 / 99 , Gen_loss: -0.3401088 MI_loss: 20.506405 Detection error: 0.010372042655944824 time: 3:41:28.850436
- B/E: 74 / 99 , Gen_loss: -0.361999 MI_loss: 21.995853 Detection error: 0.01037752628326416 time: 3:41:29.712227
- B/E: 75 / 99 , Gen_loss: -0.35607684 MI_loss: 21.614956 Detection error: 0.01037132740020752 time: 3:41:30.504920
- B/E: 76 / 99 , Gen_loss: -0.34581798 MI_loss: 20.936638 Detection error: 0.010381102561950684 time: 3:41:31.360686
- B/E: 77 / 99 , Gen_loss: -0.35108438 MI_loss: 21.170204 Detection error: 0.01038140058517456 time: 3:41:32.219559
- B/E: 78 / 99 , Gen_loss: -0.36121556 MI_loss: 21.669788 Detection error: 0.010369479656219482 time: 3:41:33.078655
- B/E: 79 / 99 , Gen_loss: -0.35267833 MI_loss: 21.316448 Detection error: 0.01038593053817749 time: 3:41:33.938001
- B/E: 80 / 99 , Gen_loss: -0.35106468 MI_loss: 21.400208 Detection error: 0.010396242141723633 time: 3:41:34.809398
- B/E: 81 / 99 , Gen_loss: -0.36104554 MI_loss: 21.707024 Detection error: 0.010387599468231201 time: 3:41:35.666060
- B/E: 82 / 99 , Gen_loss: -0.35808277 MI_loss: 21.71997 Detection error: 0.01038062572479248 time: 3:41:36.522998
- B/E: 83 / 99 , Gen_loss: -0.35543066 MI_loss: 21.542313 Detection error: 0.01038503646850586 time: 3:41:37.306945
- B/E: 84 / 99 , Gen_loss: -0.34684032 MI_loss: 21.030739 Detection error: 0.010377943515777588 time: 3:41:38.152928
- B/E: 85 / 99 , Gen_loss: -0.35373998 MI_loss: 21.450146 Detection error: 0.010365545749664307 time: 3:41:39.021710
- B/E: 86 / 99 , Gen_loss: -0.34849006 MI_loss: 21.098503 Detection error: 0.010370314121246338 time: 3:41:39.879313
- B/E: 87 / 99 , Gen_loss: -0.3553365 MI_loss: 21.518631 Detection error: 0.010351181030273438 time: 3:41:40.736918
- B/E: 88 / 99 , Gen_loss: -0.35445935 MI_loss: 21.400797 Detection error: 0.010339200496673584 time: 3:41:41.611683
- B/E: 89 / 99 , Gen_loss: -0.35175195 MI_loss: 21.37603 Detection error: 0.010347545146942139 time: 3:41:42.476376
- B/E: 90 / 99 , Gen_loss: -0.36738193 MI_loss: 22.33034 Detection error: 0.010347545146942139 time: 3:41:43.334984
- B/E: 91 / 99 , Gen_loss: -0.35378367 MI_loss: 21.59618 Detection error: 0.01035529375076294 time: 3:41:44.193347
- B/E: 92 / 99 , Gen_loss: -0.3412721 MI_loss: 20.7103 Detection error: 0.010342717170715332 time: 3:41:45.075833
- B/E: 93 / 99 , Gen_loss: -0.35501924 MI_loss: 21.493568 Detection error: 0.010339736938476562 time: 3:41:45.940746
- B/E: 94 / 99 , Gen_loss: -0.35373822 MI_loss: 21.576021 Detection error: 0.010356903076171875 time: 3:41:46.802917
- B/E: 95 / 99 , Gen_loss: -0.3570262 MI_loss: 21.740353 Detection error: 0.010362625122070312 time: 3:41:47.662293
- B/E: 96 / 99 , Gen_loss: -0.3536131 MI_loss: 21.466846 Detection error: 0.01035696268081665 time: 3:41:48.542101
- B/E: 97 / 99 , Gen_loss: -0.35226163 MI_loss: 21.354723 Detection error: 0.010346949100494385 time: 3:41:49.405164
- B/E: 98 / 99 , Gen_loss: -0.34729347 MI_loss: 20.990482 Detection error: 0.01033240556716919 time: 3:41:50.265419
- B/E: 99 / 99 , Gen_loss: -0.35660905 MI_loss: 21.464634 Detection error: 0.010330617427825928 time: 3:41:51.123944
- B/E: 100 / 99 , Gen_loss: -0.3565451 MI_loss: 21.754751 Detection error: 0.010330438613891602 time: 3:41:52.084831
- B/E: 101 / 99 , Gen_loss: -0.36087522 MI_loss: 21.911663 Detection error: 0.010338842868804932 time: 3:41:52.943561
- B/E: 102 / 99 , Gen_loss: -0.350796 MI_loss: 21.158693 Detection error: 0.010342836380004883 time: 3:41:53.803101
- B/E: 103 / 99 , Gen_loss: -0.35639444 MI_loss: 21.525082 Detection error: 0.010344326496124268 time: 3:41:54.664324
- B/E: 104 / 99 , Gen_loss: -0.35210904 MI_loss: 21.498611 Detection error: 0.010347604751586914 time: 3:41:55.529232
- B/E: 105 / 99 , Gen_loss: -0.35448903 MI_loss: 21.500643 Detection error: 0.010341405868530273 time: 3:41:56.389276
- B/E: 106 / 99 , Gen_loss: -0.3555959 MI_loss: 21.627892 Detection error: 0.010342001914978027 time: 3:41:57.279442
- B/E: 107 / 99 , Gen_loss: -0.35983238 MI_loss: 21.740496 Detection error: 0.010348975658416748 time: 3:41:58.137308
- B/E: 108 / 99 , Gen_loss: -0.34051204 MI_loss: 20.721878 Detection error: 0.010348021984100342 time: 3:41:58.998211
- B/E: 109 / 99 , Gen_loss: -0.35709208 MI_loss: 21.646183 Detection error: 0.01034688949584961 time: 3:41:59.854742
- B/E: 110 / 99 , Gen_loss: -0.3568411 MI_loss: 21.45147 Detection error: 0.010332763195037842 time: 3:42:00.712630
- B/E: 111 / 99 , Gen_loss: -0.35623407 MI_loss: 21.482885 Detection error: 0.010332286357879639 time: 3:42:01.569306
- B/E: 112 / 99 , Gen_loss: -0.3541924 MI_loss: 21.495455 Detection error: 0.010331034660339355 time: 3:42:02.432558
- B/E: 113 / 99 , Gen_loss: -0.35063708 MI_loss: 21.375166 Detection error: 0.010336101055145264 time: 3:42:03.291861
- B/E: 114 / 99 , Gen_loss: -0.36281255 MI_loss: 22.105438 Detection error: 0.010337769985198975 time: 3:42:04.152124
- B/E: 115 / 99 , Gen_loss: -0.35763347 MI_loss: 21.700157 Detection error: 0.010336458683013916 time: 3:42:04.936323
- B/E: 116 / 99 , Gen_loss: -0.35181633 MI_loss: 21.32083 Detection error: 0.010333359241485596 time: 3:42:05.799415
- B/E: 117 / 99 , Gen_loss: -0.3524238 MI_loss: 21.448664 Detection error: 0.010340332984924316 time: 3:42:06.674696
- B/E: 118 / 99 , Gen_loss: -0.33976597 MI_loss: 20.555166 Detection error: 0.01033639907836914 time: 3:42:07.534606
- B/E: 119 / 99 , Gen_loss: -0.3571847 MI_loss: 21.78769 Detection error: 0.010332822799682617 time: 3:42:08.397731
- B/E: 120 / 99 , Gen_loss: -0.35593402 MI_loss: 21.640347 Detection error: 0.010332107543945312 time: 3:42:09.259529
- B/E: 121 / 99 , Gen_loss: -0.35347453 MI_loss: 21.657383 Detection error: 0.01033937931060791 time: 3:42:10.120187
- B/E: 122 / 99 , Gen_loss: -0.3552219 MI_loss: 21.432592 Detection error: 0.010336637496948242 time: 3:42:10.912114
- B/E: 123 / 99 , Gen_loss: -0.35986978 MI_loss: 21.872316 Detection error: 0.01033240556716919 time: 3:42:11.662891
- B/E: 124 / 99 , Gen_loss: -0.34448546 MI_loss: 20.893795 Detection error: 0.010334253311157227 time: 3:42:12.419660
- B/E: 125 / 99 , Gen_loss: -0.35894632 MI_loss: 21.879425 Detection error: 0.010334551334381104 time: 3:42:13.174186
- B/E: 126 / 99 , Gen_loss: -0.35474014 MI_loss: 21.704185 Detection error: 0.010339319705963135 time: 3:42:14.014755
- B/E: 127 / 99 , Gen_loss: -0.33744153 MI_loss: 20.49338 Detection error: 0.010337650775909424 time: 3:42:14.792904
- B/E: 128 / 99 , Gen_loss: -0.35887676 MI_loss: 21.803879 Detection error: 0.010343968868255615 time: 3:42:15.545080
- B/E: 129 / 99 , Gen_loss: -0.3433613 MI_loss: 20.664036 Detection error: 0.010350942611694336 time: 3:42:16.302703
- B/E: 130 / 99 , Gen_loss: -0.36283755 MI_loss: 21.909155 Detection error: 0.010359466075897217 time: 3:42:17.069099
- B/E: 131 / 99 , Gen_loss: -0.3514884 MI_loss: 21.302225 Detection error: 0.010361015796661377 time: 3:42:17.822118
- B/E: 132 / 99 , Gen_loss: -0.36599228 MI_loss: 22.265762 Detection error: 0.010360181331634521 time: 3:42:18.659166
- B/E: 133 / 99 , Gen_loss: -0.35036314 MI_loss: 21.198532 Detection error: 0.010366857051849365 time: 3:42:19.533649
- B/E: 134 / 99 , Gen_loss: -0.3555458 MI_loss: 21.611307 Detection error: 0.010373592376708984 time: 3:42:20.416159
- B/E: 135 / 99 , Gen_loss: -0.35640037 MI_loss: 21.563673 Detection error: 0.010374784469604492 time: 3:42:21.278618
- B/E: 136 / 99 , Gen_loss: -0.35859358 MI_loss: 21.810158 Detection error: 0.010374307632446289 time: 3:42:22.139862
- B/E: 137 / 99 , Gen_loss: -0.3546444 MI_loss: 21.494644 Detection error: 0.01037520170211792 time: 3:42:23.000292
- B/E: 138 / 99 , Gen_loss: -0.35775805 MI_loss: 21.759768 Detection error: 0.010378599166870117 time: 3:42:23.882036
- B/E: 139 / 99 , Gen_loss: -0.35214034 MI_loss: 21.287825 Detection error: 0.01038438081741333 time: 3:42:24.743229
- B/E: 140 / 99 , Gen_loss: -0.35287702 MI_loss: 21.461784 Detection error: 0.010386109352111816 time: 3:42:25.604708
- B/E: 141 / 99 , Gen_loss: -0.35742348 MI_loss: 21.556194 Detection error: 0.010383367538452148 time: 3:42:26.463299
- B/E: 142 / 99 , Gen_loss: -0.35505438 MI_loss: 21.559387 Detection error: 0.010381340980529785 time: 3:42:27.344593
- B/E: 143 / 99 , Gen_loss: -0.3577996 MI_loss: 21.754885 Detection error: 0.0103834867477417 time: 3:42:28.153461
- B/E: 144 / 99 , Gen_loss: -0.35216367 MI_loss: 21.319098 Detection error: 0.01038902997970581 time: 3:42:28.909639
- B/E: 145 / 99 , Gen_loss: -0.3528139 MI_loss: 21.34083 Detection error: 0.010392546653747559 time: 3:42:29.660879
- B/E: 146 / 99 , Gen_loss: -0.3553341 MI_loss: 21.517763 Detection error: 0.01039499044418335 time: 3:42:30.413016
- B/E: 147 / 99 , Gen_loss: -0.35023242 MI_loss: 21.395828 Detection error: 0.010397613048553467 time: 3:42:31.170977
- B/E: 148 / 99 , Gen_loss: -0.35962266 MI_loss: 21.726706 Detection error: 0.010395526885986328 time: 3:42:32.020682
- B/E: 149 / 99 , Gen_loss: -0.3626263 MI_loss: 22.135984 Detection error: 0.010402500629425049 time: 3:42:32.868481
-
- Test Loss: 10.659013 Test Error: 0.011041641235351562
- -----
- EPOCH: 100
- B/E: 0 / 100 , Gen_loss: -0.35501438 MI_loss: 21.512325 Detection error: 0.011031270027160645 time: 3:42:34.825103
- B/E: 1 / 100 , Gen_loss: -0.3474747 MI_loss: 21.00092 Detection error: 0.011343777179718018 time: 3:42:47.475543
- B/E: 2 / 100 , Gen_loss: -0.3474316 MI_loss: 20.765299 Detection error: 0.010812520980834961 time: 3:42:48.360627
- B/E: 3 / 100 , Gen_loss: -0.35703224 MI_loss: 21.821684 Detection error: 0.010687470436096191 time: 3:42:49.222415
- B/E: 4 / 100 , Gen_loss: -0.35508326 MI_loss: 21.802801 Detection error: 0.010599970817565918 time: 3:42:50.081120
- B/E: 5 / 100 , Gen_loss: -0.35034558 MI_loss: 21.368225 Detection error: 0.01055210828781128 time: 3:42:50.943504
- B/E: 6 / 100 , Gen_loss: -0.34901085 MI_loss: 21.279396 Detection error: 0.010620534420013428 time: 3:42:51.802855
- B/E: 7 / 100 , Gen_loss: -0.357449 MI_loss: 21.714287 Detection error: 0.01064455509185791 time: 3:42:52.661627
- B/E: 8 / 100 , Gen_loss: -0.35088575 MI_loss: 21.320732 Detection error: 0.0105208158493042 time: 3:42:53.520731
- B/E: 9 / 100 , Gen_loss: -0.34917417 MI_loss: 21.157343 Detection error: 0.01047813892364502 time: 3:42:54.386537
- B/E: 10 / 100 , Gen_loss: -0.352951 MI_loss: 21.421822 Detection error: 0.010508537292480469 time: 3:42:55.331909
- B/E: 11 / 100 , Gen_loss: -0.36162904 MI_loss: 21.854397 Detection error: 0.010486960411071777 time: 3:42:56.189666
- B/E: 12 / 100 , Gen_loss: -0.36410394 MI_loss: 22.132044 Detection error: 0.010550498962402344 time: 3:42:57.048555
- B/E: 13 / 100 , Gen_loss: -0.34717208 MI_loss: 20.993206 Detection error: 0.010566949844360352 time: 3:42:57.854600
- B/E: 14 / 100 , Gen_loss: -0.35647112 MI_loss: 21.534298 Detection error: 0.010564565658569336 time: 3:42:58.604903
- B/E: 15 / 100 , Gen_loss: -0.34805456 MI_loss: 21.169386 Detection error: 0.010542988777160645 time: 3:42:59.447651
- B/E: 16 / 100 , Gen_loss: -0.34847876 MI_loss: 20.970018 Detection error: 0.010465085506439209 time: 3:43:00.307391
- B/E: 17 / 100 , Gen_loss: -0.34329247 MI_loss: 20.793709 Detection error: 0.010486125946044922 time: 3:43:01.109482
- B/E: 18 / 100 , Gen_loss: -0.35321087 MI_loss: 21.37363 Detection error: 0.010412812232971191 time: 3:43:01.995382
- B/E: 19 / 100 , Gen_loss: -0.35151884 MI_loss: 21.391912 Detection error: 0.010417163372039795 time: 3:43:02.854575
- B/E: 20 / 100 , Gen_loss: -0.36058694 MI_loss: 21.84128 Detection error: 0.010444939136505127 time: 3:43:03.715041
- B/E: 21 / 100 , Gen_loss: -0.34667084 MI_loss: 21.128899 Detection error: 0.010473012924194336 time: 3:43:04.611404
- B/E: 22 / 100 , Gen_loss: -0.3563679 MI_loss: 21.518995 Detection error: 0.010429322719573975 time: 3:43:05.474848
- B/E: 23 / 100 , Gen_loss: -0.3570375 MI_loss: 21.709576 Detection error: 0.010415375232696533 time: 3:43:06.331258
- B/E: 24 / 100 , Gen_loss: -0.35562533 MI_loss: 21.387365 Detection error: 0.010444998741149902 time: 3:43:07.189003
- B/E: 25 / 100 , Gen_loss: -0.35794756 MI_loss: 21.514553 Detection error: 0.01043027639389038 time: 3:43:08.150161
- B/E: 26 / 100 , Gen_loss: -0.35368305 MI_loss: 21.742352 Detection error: 0.010517358779907227 time: 3:43:09.014974
- B/E: 27 / 100 , Gen_loss: -0.36755568 MI_loss: 22.293419 Detection error: 0.01051563024520874 time: 3:43:09.799082
- B/E: 28 / 100 , Gen_loss: -0.36252427 MI_loss: 22.037619 Detection error: 0.010517239570617676 time: 3:43:10.550895
- B/E: 29 / 100 , Gen_loss: -0.35145164 MI_loss: 21.163183 Detection error: 0.010507285594940186 time: 3:43:11.303345
- B/E: 30 / 100 , Gen_loss: -0.3449774 MI_loss: 20.92905 Detection error: 0.010497987270355225 time: 3:43:12.151147
- B/E: 31 / 100 , Gen_loss: -0.34976336 MI_loss: 21.264313 Detection error: 0.010484397411346436 time: 3:43:13.009602
- B/E: 32 / 100 , Gen_loss: -0.35304177 MI_loss: 21.417068 Detection error: 0.010489583015441895 time: 3:43:13.868209
- B/E: 33 / 100 , Gen_loss: -0.3533553 MI_loss: 21.388153 Detection error: 0.010450363159179688 time: 3:43:14.725954
- B/E: 34 / 100 , Gen_loss: -0.3540593 MI_loss: 21.526562 Detection error: 0.010451793670654297 time: 3:43:15.587805
- B/E: 35 / 100 , Gen_loss: -0.35303074 MI_loss: 21.398298 Detection error: 0.010442733764648438 time: 3:43:16.447718
- B/E: 36 / 100 , Gen_loss: -0.3469827 MI_loss: 21.031914 Detection error: 0.01041722297668457 time: 3:43:17.252373
- B/E: 37 / 100 , Gen_loss: -0.35256287 MI_loss: 21.313358 Detection error: 0.010432541370391846 time: 3:43:18.007388
- B/E: 38 / 100 , Gen_loss: -0.3571192 MI_loss: 21.840853 Detection error: 0.010447144508361816 time: 3:43:18.763187
- B/E: 39 / 100 , Gen_loss: -0.34552482 MI_loss: 20.791286 Detection error: 0.010414063930511475 time: 3:43:19.533843
- B/E: 40 / 100 , Gen_loss: -0.3611669 MI_loss: 21.854557 Detection error: 0.010408520698547363 time: 3:43:20.378809
- B/E: 41 / 100 , Gen_loss: -0.35482 MI_loss: 21.547194 Detection error: 0.010396599769592285 time: 3:43:21.318244
- B/E: 42 / 100 , Gen_loss: -0.3483802 MI_loss: 21.137594 Detection error: 0.0103873610496521 time: 3:43:22.179507
- B/E: 43 / 100 , Gen_loss: -0.35067123 MI_loss: 21.170046 Detection error: 0.010387063026428223 time: 3:43:23.044505
- B/E: 44 / 100 , Gen_loss: -0.35120153 MI_loss: 21.451078 Detection error: 0.010401368141174316 time: 3:43:23.903024
- B/E: 45 / 100 , Gen_loss: -0.35143915 MI_loss: 21.304453 Detection error: 0.010408282279968262 time: 3:43:24.763248
- B/E: 46 / 100 , Gen_loss: -0.33998728 MI_loss: 20.458208 Detection error: 0.01041555404663086 time: 3:43:25.630060
- B/E: 47 / 100 , Gen_loss: -0.35436428 MI_loss: 21.511463 Detection error: 0.010410130023956299 time: 3:43:26.415608
- B/E: 48 / 100 , Gen_loss: -0.34054023 MI_loss: 20.74262 Detection error: 0.010427296161651611 time: 3:43:27.168497
- B/E: 49 / 100 , Gen_loss: -0.35424894 MI_loss: 21.48389 Detection error: 0.010430634021759033 time: 3:43:27.919966
- B/E: 50 / 100 , Gen_loss: -0.35043386 MI_loss: 21.241787 Detection error: 0.01044607162475586 time: 3:43:28.673275
- B/E: 51 / 100 , Gen_loss: -0.35492226 MI_loss: 21.626484 Detection error: 0.010440528392791748 time: 3:43:29.435593
- B/E: 52 / 100 , Gen_loss: -0.35731527 MI_loss: 21.579298 Detection error: 0.010435163974761963 time: 3:43:30.286285
- B/E: 53 / 100 , Gen_loss: -0.35740867 MI_loss: 21.572231 Detection error: 0.010459482669830322 time: 3:43:31.144425
- B/E: 54 / 100 , Gen_loss: -0.3517752 MI_loss: 21.333042 Detection error: 0.010446608066558838 time: 3:43:32.007287
- B/E: 55 / 100 , Gen_loss: -0.3567897 MI_loss: 21.602083 Detection error: 0.010441422462463379 time: 3:43:32.875013
- B/E: 56 / 100 , Gen_loss: -0.35522395 MI_loss: 21.601608 Detection error: 0.010424911975860596 time: 3:43:33.734639
- B/E: 57 / 100 , Gen_loss: -0.36258042 MI_loss: 22.06337 Detection error: 0.010416507720947266 time: 3:43:34.646598
- B/E: 58 / 100 , Gen_loss: -0.34756297 MI_loss: 21.1985 Detection error: 0.010405182838439941 time: 3:43:35.398332
- B/E: 59 / 100 , Gen_loss: -0.3455335 MI_loss: 21.016068 Detection error: 0.01042187213897705 time: 3:43:36.162377
- B/E: 60 / 100 , Gen_loss: -0.35257295 MI_loss: 21.38318 Detection error: 0.01042163372039795 time: 3:43:36.916540
- B/E: 61 / 100 , Gen_loss: -0.35626554 MI_loss: 21.498262 Detection error: 0.010415852069854736 time: 3:43:37.706641
- B/E: 62 / 100 , Gen_loss: -0.35050106 MI_loss: 21.405804 Detection error: 0.010425090789794922 time: 3:43:38.567336
- B/E: 63 / 100 , Gen_loss: -0.35896063 MI_loss: 21.799358 Detection error: 0.010416507720947266 time: 3:43:39.455214
- B/E: 64 / 100 , Gen_loss: -0.35740292 MI_loss: 21.650887 Detection error: 0.010410547256469727 time: 3:43:40.328621
- B/E: 65 / 100 , Gen_loss: -0.359228 MI_loss: 21.823647 Detection error: 0.01041477918624878 time: 3:43:41.186060
- B/E: 66 / 100 , Gen_loss: -0.36541992 MI_loss: 21.992844 Detection error: 0.010405778884887695 time: 3:43:42.045274
- B/E: 67 / 100 , Gen_loss: -0.36527532 MI_loss: 22.100746 Detection error: 0.010399341583251953 time: 3:43:42.923880
- B/E: 68 / 100 , Gen_loss: -0.36176658 MI_loss: 21.920681 Detection error: 0.010399937629699707 time: 3:43:43.784250
- B/E: 69 / 100 , Gen_loss: -0.3608324 MI_loss: 21.76256 Detection error: 0.010405778884887695 time: 3:43:44.643788
- B/E: 70 / 100 , Gen_loss: -0.34997988 MI_loss: 21.233273 Detection error: 0.010404050350189209 time: 3:43:45.501816
- B/E: 71 / 100 , Gen_loss: -0.3519136 MI_loss: 21.442757 Detection error: 0.010397553443908691 time: 3:43:46.360625
- B/E: 72 / 100 , Gen_loss: -0.3578314 MI_loss: 21.647907 Detection error: 0.010394275188446045 time: 3:43:47.227194
- B/E: 73 / 100 , Gen_loss: -0.35528228 MI_loss: 21.515268 Detection error: 0.010388493537902832 time: 3:43:48.186492
- B/E: 74 / 100 , Gen_loss: -0.3584078 MI_loss: 21.721603 Detection error: 0.010388314723968506 time: 3:43:49.046077
- B/E: 75 / 100 , Gen_loss: -0.34780493 MI_loss: 21.061947 Detection error: 0.010372936725616455 time: 3:43:49.912189
- B/E: 76 / 100 , Gen_loss: -0.35272762 MI_loss: 21.542097 Detection error: 0.01038271188735962 time: 3:43:50.773074
- B/E: 77 / 100 , Gen_loss: -0.35289133 MI_loss: 21.1394 Detection error: 0.010383427143096924 time: 3:43:51.644223
- B/E: 78 / 100 , Gen_loss: -0.35815737 MI_loss: 21.705002 Detection error: 0.010374188423156738 time: 3:43:52.506142
- B/E: 79 / 100 , Gen_loss: -0.36023974 MI_loss: 21.848824 Detection error: 0.010391414165496826 time: 3:43:53.368381
- B/E: 80 / 100 , Gen_loss: -0.35315168 MI_loss: 21.51385 Detection error: 0.010399281978607178 time: 3:43:54.229631
- B/E: 81 / 100 , Gen_loss: -0.3518781 MI_loss: 21.3356 Detection error: 0.010390639305114746 time: 3:43:55.086054
- B/E: 82 / 100 , Gen_loss: -0.34571314 MI_loss: 20.969818 Detection error: 0.010390043258666992 time: 3:43:55.949531
- B/E: 83 / 100 , Gen_loss: -0.35990733 MI_loss: 21.798883 Detection error: 0.01039135456085205 time: 3:43:56.834859
- B/E: 84 / 100 , Gen_loss: -0.34902272 MI_loss: 21.326498 Detection error: 0.01038968563079834 time: 3:43:57.698326
- B/E: 85 / 100 , Gen_loss: -0.35510403 MI_loss: 21.516396 Detection error: 0.010375022888183594 time: 3:43:58.557991
- B/E: 86 / 100 , Gen_loss: -0.3476705 MI_loss: 21.02368 Detection error: 0.010375738143920898 time: 3:43:59.416129
- B/E: 87 / 100 , Gen_loss: -0.36049658 MI_loss: 21.966377 Detection error: 0.010364353656768799 time: 3:44:00.274140
- B/E: 88 / 100 , Gen_loss: -0.35552108 MI_loss: 21.456549 Detection error: 0.0103532075881958 time: 3:44:01.141359
- B/E: 89 / 100 , Gen_loss: -0.3446676 MI_loss: 20.83089 Detection error: 0.01036214828491211 time: 3:44:02.085035
- B/E: 90 / 100 , Gen_loss: -0.35375503 MI_loss: 21.516 Detection error: 0.01035851240158081 time: 3:44:02.948181
- B/E: 91 / 100 , Gen_loss: -0.35012534 MI_loss: 21.314775 Detection error: 0.010362744331359863 time: 3:44:03.812801
- B/E: 92 / 100 , Gen_loss: -0.34975505 MI_loss: 21.22685 Detection error: 0.010353505611419678 time: 3:44:04.684430
- B/E: 93 / 100 , Gen_loss: -0.3480876 MI_loss: 21.158848 Detection error: 0.010350704193115234 time: 3:44:05.476101
- B/E: 94 / 100 , Gen_loss: -0.34826627 MI_loss: 21.339533 Detection error: 0.010369062423706055 time: 3:44:06.257240
- B/E: 95 / 100 , Gen_loss: -0.36113775 MI_loss: 21.965164 Detection error: 0.010368168354034424 time: 3:44:07.033250
- B/E: 96 / 100 , Gen_loss: -0.35248983 MI_loss: 21.38803 Detection error: 0.010364353656768799 time: 3:44:07.787931
- B/E: 97 / 100 , Gen_loss: -0.36306718 MI_loss: 21.958776 Detection error: 0.010358750820159912 time: 3:44:08.548837
- B/E: 98 / 100 , Gen_loss: -0.3556287 MI_loss: 21.506016 Detection error: 0.01034688949584961 time: 3:44:09.395205
- B/E: 99 / 100 , Gen_loss: -0.3654993 MI_loss: 22.160952 Detection error: 0.010340332984924316 time: 3:44:10.251197
- B/E: 100 / 100 , Gen_loss: -0.35932034 MI_loss: 21.88633 Detection error: 0.010346829891204834 time: 3:44:11.118040
- B/E: 101 / 100 , Gen_loss: -0.35287377 MI_loss: 21.541609 Detection error: 0.010351419448852539 time: 3:44:11.983959
- B/E: 102 / 100 , Gen_loss: -0.34925506 MI_loss: 21.239964 Detection error: 0.010358035564422607 time: 3:44:12.847429
- B/E: 103 / 100 , Gen_loss: -0.3597823 MI_loss: 21.84311 Detection error: 0.01035696268081665 time: 3:44:13.728269
- B/E: 104 / 100 , Gen_loss: -0.34677073 MI_loss: 21.038498 Detection error: 0.010363996028900146 time: 3:44:14.598994
- B/E: 105 / 100 , Gen_loss: -0.35077602 MI_loss: 21.266832 Detection error: 0.01035994291305542 time: 3:44:15.551473
- B/E: 106 / 100 , Gen_loss: -0.36198923 MI_loss: 21.98734 Detection error: 0.010363340377807617 time: 3:44:16.410857
- B/E: 107 / 100 , Gen_loss: -0.3592903 MI_loss: 21.811615 Detection error: 0.010367751121520996 time: 3:44:17.268376
- B/E: 108 / 100 , Gen_loss: -0.35158053 MI_loss: 21.231897 Detection error: 0.010368704795837402 time: 3:44:18.156491
- B/E: 109 / 100 , Gen_loss: -0.35672283 MI_loss: 21.651754 Detection error: 0.010363638401031494 time: 3:44:19.020356
- B/E: 110 / 100 , Gen_loss: -0.36368212 MI_loss: 22.083166 Detection error: 0.010359525680541992 time: 3:44:19.881845
- B/E: 111 / 100 , Gen_loss: -0.35024256 MI_loss: 21.107275 Detection error: 0.010355472564697266 time: 3:44:20.743500
- B/E: 112 / 100 , Gen_loss: -0.359031 MI_loss: 21.667553 Detection error: 0.010349273681640625 time: 3:44:21.624680
- B/E: 113 / 100 , Gen_loss: -0.35908276 MI_loss: 21.808487 Detection error: 0.010357201099395752 time: 3:44:22.486094
- B/E: 114 / 100 , Gen_loss: -0.3432453 MI_loss: 20.863165 Detection error: 0.010361433029174805 time: 3:44:23.353685
- B/E: 115 / 100 , Gen_loss: -0.3523179 MI_loss: 21.300182 Detection error: 0.010354816913604736 time: 3:44:24.215619
- B/E: 116 / 100 , Gen_loss: -0.3647452 MI_loss: 22.146013 Detection error: 0.010355234146118164 time: 3:44:25.075233
- B/E: 117 / 100 , Gen_loss: -0.35358956 MI_loss: 21.531889 Detection error: 0.010360181331634521 time: 3:44:25.942034
- B/E: 118 / 100 , Gen_loss: -0.3578573 MI_loss: 21.561478 Detection error: 0.010353446006774902 time: 3:44:26.818560
- B/E: 119 / 100 , Gen_loss: -0.34916726 MI_loss: 21.126087 Detection error: 0.010350286960601807 time: 3:44:27.677282
- B/E: 120 / 100 , Gen_loss: -0.35625467 MI_loss: 21.660532 Detection error: 0.010349929332733154 time: 3:44:28.535419
- B/E: 121 / 100 , Gen_loss: -0.36626548 MI_loss: 22.29005 Detection error: 0.01035529375076294 time: 3:44:29.494512
- B/E: 122 / 100 , Gen_loss: -0.3524381 MI_loss: 21.389202 Detection error: 0.010353147983551025 time: 3:44:30.353504
- B/E: 123 / 100 , Gen_loss: -0.3498554 MI_loss: 21.170918 Detection error: 0.010350048542022705 time: 3:44:31.217988
- B/E: 124 / 100 , Gen_loss: -0.35958508 MI_loss: 21.800243 Detection error: 0.01034700870513916 time: 3:44:32.077208
- B/E: 125 / 100 , Gen_loss: -0.3545732 MI_loss: 21.541735 Detection error: 0.010344743728637695 time: 3:44:32.940089
- B/E: 126 / 100 , Gen_loss: -0.35536253 MI_loss: 21.578487 Detection error: 0.010352611541748047 time: 3:44:33.800340
- B/E: 127 / 100 , Gen_loss: -0.3549627 MI_loss: 21.383297 Detection error: 0.010352551937103271 time: 3:44:34.661591
- B/E: 128 / 100 , Gen_loss: -0.35780597 MI_loss: 21.757317 Detection error: 0.010358989238739014 time: 3:44:35.522638
- B/E: 129 / 100 , Gen_loss: -0.35174334 MI_loss: 21.350937 Detection error: 0.010366559028625488 time: 3:44:36.387100
- B/E: 130 / 100 , Gen_loss: -0.3627389 MI_loss: 21.99579 Detection error: 0.010372400283813477 time: 3:44:37.247729
- B/E: 131 / 100 , Gen_loss: -0.36176348 MI_loss: 21.848001 Detection error: 0.010377585887908936 time: 3:44:38.109051
- B/E: 132 / 100 , Gen_loss: -0.3505006 MI_loss: 21.142073 Detection error: 0.01037287712097168 time: 3:44:38.970659
- B/E: 133 / 100 , Gen_loss: -0.36116335 MI_loss: 21.887844 Detection error: 0.010373592376708984 time: 3:44:39.836449
- B/E: 134 / 100 , Gen_loss: -0.3564952 MI_loss: 21.731054 Detection error: 0.010381460189819336 time: 3:44:40.696029
- B/E: 135 / 100 , Gen_loss: -0.3516816 MI_loss: 21.22979 Detection error: 0.010383069515228271 time: 3:44:41.557362
- B/E: 136 / 100 , Gen_loss: -0.35777876 MI_loss: 21.77413 Detection error: 0.01038438081741333 time: 3:44:42.421851
- B/E: 137 / 100 , Gen_loss: -0.3500452 MI_loss: 21.145908 Detection error: 0.010386347770690918 time: 3:44:43.376335
- B/E: 138 / 100 , Gen_loss: -0.356024 MI_loss: 21.69841 Detection error: 0.010390281677246094 time: 3:44:44.239872
- B/E: 139 / 100 , Gen_loss: -0.36187947 MI_loss: 22.010897 Detection error: 0.01039731502532959 time: 3:44:45.099687
- B/E: 140 / 100 , Gen_loss: -0.35396948 MI_loss: 21.48112 Detection error: 0.010399401187896729 time: 3:44:45.963746
- B/E: 141 / 100 , Gen_loss: -0.35438764 MI_loss: 21.508818 Detection error: 0.010394811630249023 time: 3:44:46.823532
- B/E: 142 / 100 , Gen_loss: -0.3541686 MI_loss: 21.456831 Detection error: 0.010394692420959473 time: 3:44:47.683932
- B/E: 143 / 100 , Gen_loss: -0.36829993 MI_loss: 22.244568 Detection error: 0.01039278507232666 time: 3:44:48.543063
- B/E: 144 / 100 , Gen_loss: -0.3469239 MI_loss: 21.058567 Detection error: 0.01039808988571167 time: 3:44:49.408495
- B/E: 145 / 100 , Gen_loss: -0.34732103 MI_loss: 21.113525 Detection error: 0.010403037071228027 time: 3:44:50.272434
- B/E: 146 / 100 , Gen_loss: -0.35080853 MI_loss: 21.30999 Detection error: 0.010406017303466797 time: 3:44:51.132793
- B/E: 147 / 100 , Gen_loss: -0.35098797 MI_loss: 21.306997 Detection error: 0.010408580303192139 time: 3:44:51.993718
- B/E: 148 / 100 , Gen_loss: -0.35292122 MI_loss: 21.484776 Detection error: 0.010409176349639893 time: 3:44:52.861002
- B/E: 149 / 100 , Gen_loss: -0.35260794 MI_loss: 21.486202 Detection error: 0.010415434837341309 time: 3:44:53.731404
-
- Test Loss: 10.66437 Test Error: 0.01100832223892212
- -----
- EPOCH: 101
- B/E: 0 / 101 , Gen_loss: -0.35826442 MI_loss: 21.729813 Detection error: 0.011687517166137695 time: 3:44:55.692173
- B/E: 1 / 101 , Gen_loss: -0.3496999 MI_loss: 21.343365 Detection error: 0.011609375476837158 time: 3:45:08.433396
- B/E: 2 / 101 , Gen_loss: -0.3570735 MI_loss: 21.570644 Detection error: 0.010895848274230957 time: 3:45:09.309689
- B/E: 3 / 101 , Gen_loss: -0.35921973 MI_loss: 21.901987 Detection error: 0.010718762874603271 time: 3:45:10.155565
- B/E: 4 / 101 , Gen_loss: -0.3580171 MI_loss: 21.776384 Detection error: 0.010756254196166992 time: 3:45:11.016205
- B/E: 5 / 101 , Gen_loss: -0.35002542 MI_loss: 21.423765 Detection error: 0.010718762874603271 time: 3:45:11.874434
- B/E: 6 / 101 , Gen_loss: -0.35150552 MI_loss: 21.351055 Detection error: 0.010629475116729736 time: 3:45:12.734696
- B/E: 7 / 101 , Gen_loss: -0.35144612 MI_loss: 21.339884 Detection error: 0.010699212551116943 time: 3:45:13.597680
- B/E: 8 / 101 , Gen_loss: -0.3514342 MI_loss: 21.1445 Detection error: 0.01062154769897461 time: 3:45:14.457997
- B/E: 9 / 101 , Gen_loss: -0.35868225 MI_loss: 21.795025 Detection error: 0.010562479496002197 time: 3:45:15.342181
- B/E: 10 / 101 , Gen_loss: -0.35326242 MI_loss: 21.360884 Detection error: 0.010556817054748535 time: 3:45:16.136088
- B/E: 11 / 101 , Gen_loss: -0.36188045 MI_loss: 21.973114 Detection error: 0.010598957538604736 time: 3:45:16.930262
- B/E: 12 / 101 , Gen_loss: -0.35889697 MI_loss: 21.784815 Detection error: 0.0106658935546875 time: 3:45:17.788088
- B/E: 13 / 101 , Gen_loss: -0.35862106 MI_loss: 21.564306 Detection error: 0.010613858699798584 time: 3:45:18.645762
- B/E: 14 / 101 , Gen_loss: -0.3593725 MI_loss: 21.7961 Detection error: 0.010583341121673584 time: 3:45:19.506836
- B/E: 15 / 101 , Gen_loss: -0.35076362 MI_loss: 21.279228 Detection error: 0.010560572147369385 time: 3:45:20.368277
- B/E: 16 / 101 , Gen_loss: -0.3531659 MI_loss: 21.212343 Detection error: 0.01049816608428955 time: 3:45:21.150406
- B/E: 17 / 101 , Gen_loss: -0.35059878 MI_loss: 21.295376 Detection error: 0.010487854480743408 time: 3:45:21.914747
- B/E: 18 / 101 , Gen_loss: -0.35339886 MI_loss: 21.277763 Detection error: 0.010444104671478271 time: 3:45:22.754286
- B/E: 19 / 101 , Gen_loss: -0.36156988 MI_loss: 22.080715 Detection error: 0.010448455810546875 time: 3:45:23.506864
- B/E: 20 / 101 , Gen_loss: -0.35587844 MI_loss: 21.66136 Detection error: 0.010464310646057129 time: 3:45:24.263165
- B/E: 21 / 101 , Gen_loss: -0.34931028 MI_loss: 21.208801 Detection error: 0.010464489459991455 time: 3:45:25.134049
- B/E: 22 / 101 , Gen_loss: -0.35676742 MI_loss: 21.533497 Detection error: 0.010410308837890625 time: 3:45:25.995609
- B/E: 23 / 101 , Gen_loss: -0.36268914 MI_loss: 21.809452 Detection error: 0.010407567024230957 time: 3:45:26.761771
- B/E: 24 / 101 , Gen_loss: -0.366701 MI_loss: 22.231968 Detection error: 0.0103912353515625 time: 3:45:27.527422
- B/E: 25 / 101 , Gen_loss: -0.35257238 MI_loss: 21.484161 Detection error: 0.010420680046081543 time: 3:45:28.277242
- B/E: 26 / 101 , Gen_loss: -0.35173184 MI_loss: 21.475342 Detection error: 0.010488450527191162 time: 3:45:29.029462
- B/E: 27 / 101 , Gen_loss: -0.35509688 MI_loss: 21.571526 Detection error: 0.010483264923095703 time: 3:45:29.786299
- B/E: 28 / 101 , Gen_loss: -0.35197937 MI_loss: 21.309769 Detection error: 0.010478436946868896 time: 3:45:30.667452
- B/E: 29 / 101 , Gen_loss: -0.35859266 MI_loss: 21.798738 Detection error: 0.010491669178009033 time: 3:45:31.537608
- B/E: 30 / 101 , Gen_loss: -0.34792036 MI_loss: 21.092598 Detection error: 0.010474801063537598 time: 3:45:32.397892
- B/E: 31 / 101 , Gen_loss: -0.3448256 MI_loss: 20.973423 Detection error: 0.010448217391967773 time: 3:45:33.339075
- B/E: 32 / 101 , Gen_loss: -0.35724407 MI_loss: 21.564127 Detection error: 0.010473489761352539 time: 3:45:34.216286
- B/E: 33 / 101 , Gen_loss: -0.35020417 MI_loss: 21.188425 Detection error: 0.010431051254272461 time: 3:45:35.080170
- B/E: 34 / 101 , Gen_loss: -0.3517203 MI_loss: 21.56307 Detection error: 0.010437488555908203 time: 3:45:35.942971
- B/E: 35 / 101 , Gen_loss: -0.3523429 MI_loss: 21.415947 Detection error: 0.010424494743347168 time: 3:45:36.793387
- B/E: 36 / 101 , Gen_loss: -0.36461994 MI_loss: 22.217659 Detection error: 0.010405421257019043 time: 3:45:37.668898
- B/E: 37 / 101 , Gen_loss: -0.35776997 MI_loss: 21.756763 Detection error: 0.010407090187072754 time: 3:45:38.529060
- B/E: 38 / 101 , Gen_loss: -0.3566335 MI_loss: 21.601952 Detection error: 0.010419845581054688 time: 3:45:39.386464
- B/E: 39 / 101 , Gen_loss: -0.35525945 MI_loss: 21.609034 Detection error: 0.010407030582427979 time: 3:45:40.250977
- B/E: 40 / 101 , Gen_loss: -0.35798824 MI_loss: 21.62944 Detection error: 0.010401666164398193 time: 3:45:41.068249
- B/E: 41 / 101 , Gen_loss: -0.3520906 MI_loss: 21.376513 Detection error: 0.01040107011795044 time: 3:45:41.932767
- B/E: 42 / 101 , Gen_loss: -0.35255125 MI_loss: 21.246767 Detection error: 0.0103837251663208 time: 3:45:42.793041
- B/E: 43 / 101 , Gen_loss: -0.345056 MI_loss: 20.843088 Detection error: 0.01038283109664917 time: 3:45:43.651762
- B/E: 44 / 101 , Gen_loss: -0.36211687 MI_loss: 22.057697 Detection error: 0.010384738445281982 time: 3:45:44.508727
- B/E: 45 / 101 , Gen_loss: -0.3510793 MI_loss: 21.338963 Detection error: 0.01039743423461914 time: 3:45:45.368102
- B/E: 46 / 101 , Gen_loss: -0.3550005 MI_loss: 21.561813 Detection error: 0.010408222675323486 time: 3:45:46.227606
- B/E: 47 / 101 , Gen_loss: -0.36279398 MI_loss: 21.997028 Detection error: 0.010395824909210205 time: 3:45:47.087112
- B/E: 48 / 101 , Gen_loss: -0.35174188 MI_loss: 21.31103 Detection error: 0.010409414768218994 time: 3:45:48.045002
- B/E: 49 / 101 , Gen_loss: -0.35578942 MI_loss: 21.74603 Detection error: 0.010406255722045898 time: 3:45:48.915144
- B/E: 50 / 101 , Gen_loss: -0.35476312 MI_loss: 21.51263 Detection error: 0.010414838790893555 time: 3:45:49.776541
- B/E: 51 / 101 , Gen_loss: -0.3544588 MI_loss: 21.630262 Detection error: 0.010420083999633789 time: 3:45:50.637303
- B/E: 52 / 101 , Gen_loss: -0.35733745 MI_loss: 21.62604 Detection error: 0.010421574115753174 time: 3:45:51.523462
- B/E: 53 / 101 , Gen_loss: -0.35848555 MI_loss: 21.750244 Detection error: 0.01042705774307251 time: 3:45:52.389404
- B/E: 54 / 101 , Gen_loss: -0.35219523 MI_loss: 21.347927 Detection error: 0.010418176651000977 time: 3:45:53.172374
- B/E: 55 / 101 , Gen_loss: -0.35524547 MI_loss: 21.489075 Detection error: 0.010401785373687744 time: 3:45:53.924563
- B/E: 56 / 101 , Gen_loss: -0.3582505 MI_loss: 21.712618 Detection error: 0.01038980484008789 time: 3:45:54.691985
- B/E: 57 / 101 , Gen_loss: -0.36241534 MI_loss: 22.019382 Detection error: 0.010380923748016357 time: 3:45:55.449794
- B/E: 58 / 101 , Gen_loss: -0.35253674 MI_loss: 21.393908 Detection error: 0.010375559329986572 time: 3:45:56.201793
- B/E: 59 / 101 , Gen_loss: -0.34757137 MI_loss: 21.177324 Detection error: 0.0103989839553833 time: 3:45:56.955303
- B/E: 60 / 101 , Gen_loss: -0.35651904 MI_loss: 21.622551 Detection error: 0.01039034128189087 time: 3:45:57.710476
- B/E: 61 / 101 , Gen_loss: -0.35901967 MI_loss: 21.883776 Detection error: 0.01038205623626709 time: 3:45:58.583391
- B/E: 62 / 101 , Gen_loss: -0.36457515 MI_loss: 22.20919 Detection error: 0.01038593053817749 time: 3:45:59.397685
- B/E: 63 / 101 , Gen_loss: -0.34614938 MI_loss: 21.018637 Detection error: 0.010392069816589355 time: 3:46:00.312958
- B/E: 64 / 101 , Gen_loss: -0.36093715 MI_loss: 22.058582 Detection error: 0.010390400886535645 time: 3:46:01.172028
- B/E: 65 / 101 , Gen_loss: -0.35730675 MI_loss: 21.56017 Detection error: 0.01037973165512085 time: 3:46:02.029814
- B/E: 66 / 101 , Gen_loss: -0.36687303 MI_loss: 22.316717 Detection error: 0.010379195213317871 time: 3:46:02.891784
- B/E: 67 / 101 , Gen_loss: -0.34937355 MI_loss: 20.98623 Detection error: 0.010368108749389648 time: 3:46:03.748089
- B/E: 68 / 101 , Gen_loss: -0.34498036 MI_loss: 20.94251 Detection error: 0.010374069213867188 time: 3:46:04.605967
- B/E: 69 / 101 , Gen_loss: -0.36514166 MI_loss: 22.09836 Detection error: 0.010380804538726807 time: 3:46:05.464097
- B/E: 70 / 101 , Gen_loss: -0.36062807 MI_loss: 21.791172 Detection error: 0.010381162166595459 time: 3:46:06.260166
- B/E: 71 / 101 , Gen_loss: -0.34193313 MI_loss: 20.688812 Detection error: 0.010384142398834229 time: 3:46:07.012413
- B/E: 72 / 101 , Gen_loss: -0.35466897 MI_loss: 21.52792 Detection error: 0.01037454605102539 time: 3:46:07.864483
- B/E: 73 / 101 , Gen_loss: -0.3531762 MI_loss: 21.480062 Detection error: 0.010368645191192627 time: 3:46:08.731151
- B/E: 74 / 101 , Gen_loss: -0.35033163 MI_loss: 21.26131 Detection error: 0.010366261005401611 time: 3:46:09.607699
- B/E: 75 / 101 , Gen_loss: -0.35731536 MI_loss: 21.69385 Detection error: 0.010364711284637451 time: 3:46:10.468334
- B/E: 76 / 101 , Gen_loss: -0.3491947 MI_loss: 21.23551 Detection error: 0.010363638401031494 time: 3:46:11.357482
- B/E: 77 / 101 , Gen_loss: -0.35942098 MI_loss: 21.85509 Detection error: 0.010365784168243408 time: 3:46:12.255734
- B/E: 78 / 101 , Gen_loss: -0.355579 MI_loss: 21.392946 Detection error: 0.010362744331359863 time: 3:46:13.137637
- B/E: 79 / 101 , Gen_loss: -0.36601266 MI_loss: 22.185268 Detection error: 0.010382413864135742 time: 3:46:14.076730
- B/E: 80 / 101 , Gen_loss: -0.35583866 MI_loss: 21.690742 Detection error: 0.010390818119049072 time: 3:46:14.940069
- B/E: 81 / 101 , Gen_loss: -0.36156163 MI_loss: 21.861767 Detection error: 0.010388314723968506 time: 3:46:15.799110
- B/E: 82 / 101 , Gen_loss: -0.34911898 MI_loss: 21.069576 Detection error: 0.01037687063217163 time: 3:46:16.681111
- B/E: 83 / 101 , Gen_loss: -0.35787678 MI_loss: 21.53687 Detection error: 0.010377585887908936 time: 3:46:17.539461
- B/E: 84 / 101 , Gen_loss: -0.3502971 MI_loss: 21.325655 Detection error: 0.010375738143920898 time: 3:46:18.398443
- B/E: 85 / 101 , Gen_loss: -0.34963804 MI_loss: 21.149181 Detection error: 0.010357201099395752 time: 3:46:19.259112
- B/E: 86 / 101 , Gen_loss: -0.35353166 MI_loss: 21.40392 Detection error: 0.010361015796661377 time: 3:46:20.122698
- B/E: 87 / 101 , Gen_loss: -0.35219425 MI_loss: 21.321795 Detection error: 0.010342001914978027 time: 3:46:20.981469
- B/E: 88 / 101 , Gen_loss: -0.36601067 MI_loss: 22.172678 Detection error: 0.010333895683288574 time: 3:46:21.840558
- B/E: 89 / 101 , Gen_loss: -0.34905034 MI_loss: 21.167797 Detection error: 0.010346174240112305 time: 3:46:22.699501
- B/E: 90 / 101 , Gen_loss: -0.349383 MI_loss: 21.111511 Detection error: 0.010337591171264648 time: 3:46:23.493823
- B/E: 91 / 101 , Gen_loss: -0.3548356 MI_loss: 21.61924 Detection error: 0.010351240634918213 time: 3:46:24.264533
- B/E: 92 / 101 , Gen_loss: -0.34288645 MI_loss: 20.743559 Detection error: 0.010336697101593018 time: 3:46:25.028674
- B/E: 93 / 101 , Gen_loss: -0.3537621 MI_loss: 21.470577 Detection error: 0.010331809520721436 time: 3:46:25.875182
- B/E: 94 / 101 , Gen_loss: -0.34984952 MI_loss: 21.31451 Detection error: 0.010349035263061523 time: 3:46:26.734082
- B/E: 95 / 101 , Gen_loss: -0.35598943 MI_loss: 21.57033 Detection error: 0.01035219430923462 time: 3:46:27.692506
- B/E: 96 / 101 , Gen_loss: -0.34731963 MI_loss: 21.052662 Detection error: 0.010349571704864502 time: 3:46:28.553160
- B/E: 97 / 101 , Gen_loss: -0.35298637 MI_loss: 21.517105 Detection error: 0.010340571403503418 time: 3:46:29.434922
- B/E: 98 / 101 , Gen_loss: -0.36222664 MI_loss: 21.841433 Detection error: 0.010325431823730469 time: 3:46:30.293267
- B/E: 99 / 101 , Gen_loss: -0.36580223 MI_loss: 22.174232 Detection error: 0.010325312614440918 time: 3:46:31.156167
- B/E: 100 / 101 , Gen_loss: -0.35411924 MI_loss: 21.612568 Detection error: 0.010329842567443848 time: 3:46:32.012709
- B/E: 101 / 101 , Gen_loss: -0.36130315 MI_loss: 21.955433 Detection error: 0.01033639907836914 time: 3:46:32.870100
- B/E: 102 / 101 , Gen_loss: -0.34998214 MI_loss: 21.400856 Detection error: 0.010338306427001953 time: 3:46:33.728291
- B/E: 103 / 101 , Gen_loss: -0.37142575 MI_loss: 22.525064 Detection error: 0.010346770286560059 time: 3:46:34.591200
- B/E: 104 / 101 , Gen_loss: -0.36074865 MI_loss: 21.790724 Detection error: 0.010342836380004883 time: 3:46:35.448280
- B/E: 105 / 101 , Gen_loss: -0.35119125 MI_loss: 21.360476 Detection error: 0.010344922542572021 time: 3:46:36.305723
- B/E: 106 / 101 , Gen_loss: -0.36183774 MI_loss: 21.79056 Detection error: 0.01034170389175415 time: 3:46:37.194317
- B/E: 107 / 101 , Gen_loss: -0.35643515 MI_loss: 21.622849 Detection error: 0.01034778356552124 time: 3:46:38.056157
- B/E: 108 / 101 , Gen_loss: -0.35388693 MI_loss: 21.388027 Detection error: 0.01034921407699585 time: 3:46:38.841188
- B/E: 109 / 101 , Gen_loss: -0.36003935 MI_loss: 21.978804 Detection error: 0.010344326496124268 time: 3:46:39.688786
- B/E: 110 / 101 , Gen_loss: -0.3529446 MI_loss: 21.289446 Detection error: 0.010342895984649658 time: 3:46:40.545202
- B/E: 111 / 101 , Gen_loss: -0.3546459 MI_loss: 21.420404 Detection error: 0.010335385799407959 time: 3:46:41.493612
- B/E: 112 / 101 , Gen_loss: -0.36063075 MI_loss: 21.789516 Detection error: 0.010333240032196045 time: 3:46:42.357024
- B/E: 113 / 101 , Gen_loss: -0.35374987 MI_loss: 21.652237 Detection error: 0.010338008403778076 time: 3:46:43.217203
- B/E: 114 / 101 , Gen_loss: -0.3435824 MI_loss: 21.03258 Detection error: 0.010338842868804932 time: 3:46:44.076735
- B/E: 115 / 101 , Gen_loss: -0.359141 MI_loss: 21.74665 Detection error: 0.010336756706237793 time: 3:46:44.943920
- B/E: 116 / 101 , Gen_loss: -0.36080354 MI_loss: 21.774933 Detection error: 0.010334908962249756 time: 3:46:45.770272
- B/E: 117 / 101 , Gen_loss: -0.34843367 MI_loss: 21.230701 Detection error: 0.010334491729736328 time: 3:46:46.553052
- B/E: 118 / 101 , Gen_loss: -0.34638464 MI_loss: 21.001146 Detection error: 0.010331690311431885 time: 3:46:47.306638
- B/E: 119 / 101 , Gen_loss: -0.34281725 MI_loss: 20.727596 Detection error: 0.010330736637115479 time: 3:46:48.072619
- B/E: 120 / 101 , Gen_loss: -0.35472396 MI_loss: 21.532135 Detection error: 0.010328531265258789 time: 3:46:48.829135
- B/E: 121 / 101 , Gen_loss: -0.35332438 MI_loss: 21.401352 Detection error: 0.010332763195037842 time: 3:46:49.582742
- B/E: 122 / 101 , Gen_loss: -0.3558112 MI_loss: 21.475962 Detection error: 0.010326743125915527 time: 3:46:50.338460
- B/E: 123 / 101 , Gen_loss: -0.3506267 MI_loss: 21.164463 Detection error: 0.010324835777282715 time: 3:46:51.137367
- B/E: 124 / 101 , Gen_loss: -0.36131525 MI_loss: 22.017601 Detection error: 0.01032322645187378 time: 3:46:52.020827
- B/E: 125 / 101 , Gen_loss: -0.3540271 MI_loss: 21.447945 Detection error: 0.010326862335205078 time: 3:46:52.878276
- B/E: 126 / 101 , Gen_loss: -0.35730755 MI_loss: 21.809559 Detection error: 0.010333895683288574 time: 3:46:53.736446
- B/E: 127 / 101 , Gen_loss: -0.34466776 MI_loss: 20.98436 Detection error: 0.010331571102142334 time: 3:46:54.694763
- B/E: 128 / 101 , Gen_loss: -0.34976608 MI_loss: 21.143703 Detection error: 0.010332345962524414 time: 3:46:55.555165
- B/E: 129 / 101 , Gen_loss: -0.35472703 MI_loss: 21.639513 Detection error: 0.010340631008148193 time: 3:46:56.413454
- B/E: 130 / 101 , Gen_loss: -0.36129794 MI_loss: 21.85756 Detection error: 0.010351121425628662 time: 3:46:57.273057
- B/E: 131 / 101 , Gen_loss: -0.35985863 MI_loss: 21.74215 Detection error: 0.010350823402404785 time: 3:46:58.130718
- B/E: 132 / 101 , Gen_loss: -0.361639 MI_loss: 21.890461 Detection error: 0.010347485542297363 time: 3:46:58.993506
- B/E: 133 / 101 , Gen_loss: -0.36018452 MI_loss: 21.662283 Detection error: 0.010352373123168945 time: 3:46:59.851562
- B/E: 134 / 101 , Gen_loss: -0.35473102 MI_loss: 21.626194 Detection error: 0.010353267192840576 time: 3:47:00.712445
- B/E: 135 / 101 , Gen_loss: -0.3501121 MI_loss: 21.216515 Detection error: 0.010358691215515137 time: 3:47:01.573104
- B/E: 136 / 101 , Gen_loss: -0.3530223 MI_loss: 21.323196 Detection error: 0.010358810424804688 time: 3:47:02.434801
- B/E: 137 / 101 , Gen_loss: -0.34904817 MI_loss: 21.043068 Detection error: 0.010364353656768799 time: 3:47:03.293681
- B/E: 138 / 101 , Gen_loss: -0.35054958 MI_loss: 21.383698 Detection error: 0.010371863842010498 time: 3:47:04.181276
- B/E: 139 / 101 , Gen_loss: -0.3576146 MI_loss: 21.68937 Detection error: 0.010370075702667236 time: 3:47:05.050203
- B/E: 140 / 101 , Gen_loss: -0.35131514 MI_loss: 21.229319 Detection error: 0.010373473167419434 time: 3:47:05.916908
- B/E: 141 / 101 , Gen_loss: -0.35039434 MI_loss: 21.248217 Detection error: 0.010369956493377686 time: 3:47:06.779901
- B/E: 142 / 101 , Gen_loss: -0.34453508 MI_loss: 20.824287 Detection error: 0.010370850563049316 time: 3:47:07.640125
- B/E: 143 / 101 , Gen_loss: -0.3641083 MI_loss: 22.034498 Detection error: 0.010371506214141846 time: 3:47:08.603606
- B/E: 144 / 101 , Gen_loss: -0.3522456 MI_loss: 21.473045 Detection error: 0.010378241539001465 time: 3:47:09.470307
- B/E: 145 / 101 , Gen_loss: -0.34987476 MI_loss: 21.229141 Detection error: 0.010382294654846191 time: 3:47:10.331724
- B/E: 146 / 101 , Gen_loss: -0.35344967 MI_loss: 21.563229 Detection error: 0.010384976863861084 time: 3:47:11.189957
- B/E: 147 / 101 , Gen_loss: -0.36139512 MI_loss: 22.0293 Detection error: 0.010384738445281982 time: 3:47:12.049313
- B/E: 148 / 101 , Gen_loss: -0.3479753 MI_loss: 21.056574 Detection error: 0.010386347770690918 time: 3:47:12.917710
- B/E: 149 / 101 , Gen_loss: -0.35766318 MI_loss: 21.682741 Detection error: 0.010391652584075928 time: 3:47:13.777721
-
- Test Loss: 10.630968 Test Error: 0.01100832223892212
- -----
- EPOCH: 102
- B/E: 0 / 102 , Gen_loss: -0.35266802 MI_loss: 21.384312 Detection error: 0.011437475681304932 time: 3:47:15.761543
- B/E: 1 / 102 , Gen_loss: -0.34656996 MI_loss: 21.142807 Detection error: 0.011187493801116943 time: 3:47:28.678178
- B/E: 2 / 102 , Gen_loss: -0.35203835 MI_loss: 21.32045 Detection error: 0.010864555835723877 time: 3:47:29.593862
- B/E: 3 / 102 , Gen_loss: -0.361017 MI_loss: 22.11665 Detection error: 0.010562479496002197 time: 3:47:30.428567
- B/E: 4 / 102 , Gen_loss: -0.3595275 MI_loss: 21.919304 Detection error: 0.010524988174438477 time: 3:47:31.205380
- B/E: 5 / 102 , Gen_loss: -0.35210288 MI_loss: 21.423325 Detection error: 0.010447919368743896 time: 3:47:32.042638
- B/E: 6 / 102 , Gen_loss: -0.34777403 MI_loss: 20.993591 Detection error: 0.010446429252624512 time: 3:47:32.838190
- B/E: 7 / 102 , Gen_loss: -0.36156625 MI_loss: 21.949697 Detection error: 0.010511696338653564 time: 3:47:33.677629
- B/E: 8 / 102 , Gen_loss: -0.35526523 MI_loss: 21.560686 Detection error: 0.010493040084838867 time: 3:47:34.534739
- B/E: 9 / 102 , Gen_loss: -0.3584708 MI_loss: 21.690048 Detection error: 0.010462522506713867 time: 3:47:35.330076
- B/E: 10 / 102 , Gen_loss: -0.35241643 MI_loss: 21.464745 Detection error: 0.010519862174987793 time: 3:47:36.170477
- B/E: 11 / 102 , Gen_loss: -0.35555637 MI_loss: 21.534197 Detection error: 0.010507822036743164 time: 3:47:37.030944
- B/E: 12 / 102 , Gen_loss: -0.3512284 MI_loss: 21.381191 Detection error: 0.010612964630126953 time: 3:47:37.911610
- B/E: 13 / 102 , Gen_loss: -0.34700862 MI_loss: 21.002422 Detection error: 0.010544657707214355 time: 3:47:38.693206
- B/E: 14 / 102 , Gen_loss: -0.35084593 MI_loss: 21.103012 Detection error: 0.010562479496002197 time: 3:47:39.443955
- B/E: 15 / 102 , Gen_loss: -0.34747157 MI_loss: 21.022625 Detection error: 0.010554671287536621 time: 3:47:40.317420
- B/E: 16 / 102 , Gen_loss: -0.35377938 MI_loss: 21.532248 Detection error: 0.010518372058868408 time: 3:47:41.175315
- B/E: 17 / 102 , Gen_loss: -0.36043838 MI_loss: 21.767223 Detection error: 0.010506927967071533 time: 3:47:42.034630
- B/E: 18 / 102 , Gen_loss: -0.35746816 MI_loss: 21.758013 Detection error: 0.010444104671478271 time: 3:47:42.894907
- B/E: 19 / 102 , Gen_loss: -0.3455708 MI_loss: 21.00956 Detection error: 0.010450005531311035 time: 3:47:43.755984
- B/E: 20 / 102 , Gen_loss: -0.3527361 MI_loss: 21.305983 Detection error: 0.010450899600982666 time: 3:47:44.712615
- B/E: 21 / 102 , Gen_loss: -0.3482744 MI_loss: 21.089108 Detection error: 0.010482966899871826 time: 3:47:45.579522
- B/E: 22 / 102 , Gen_loss: -0.35059285 MI_loss: 21.23725 Detection error: 0.010444283485412598 time: 3:47:46.442393
- B/E: 23 / 102 , Gen_loss: -0.34658086 MI_loss: 20.969263 Detection error: 0.010451793670654297 time: 3:47:47.309008
- B/E: 24 / 102 , Gen_loss: -0.3509257 MI_loss: 21.276577 Detection error: 0.01043623685836792 time: 3:47:48.168108
- B/E: 25 / 102 , Gen_loss: -0.3488695 MI_loss: 21.085669 Detection error: 0.010443508625030518 time: 3:47:49.026977
- B/E: 26 / 102 , Gen_loss: -0.3488515 MI_loss: 21.302097 Detection error: 0.010509252548217773 time: 3:47:49.886076
- B/E: 27 / 102 , Gen_loss: -0.3556907 MI_loss: 21.67678 Detection error: 0.010516762733459473 time: 3:47:50.751100
- B/E: 28 / 102 , Gen_loss: -0.3629886 MI_loss: 22.03545 Detection error: 0.010516166687011719 time: 3:47:51.609757
- B/E: 29 / 102 , Gen_loss: -0.36576167 MI_loss: 22.212952 Detection error: 0.010523974895477295 time: 3:47:52.471862
- B/E: 30 / 102 , Gen_loss: -0.35378945 MI_loss: 21.481695 Detection error: 0.010499000549316406 time: 3:47:53.335597
- B/E: 31 / 102 , Gen_loss: -0.35313746 MI_loss: 21.476551 Detection error: 0.01047658920288086 time: 3:47:54.198503
- B/E: 32 / 102 , Gen_loss: -0.34913084 MI_loss: 21.014692 Detection error: 0.010468721389770508 time: 3:47:55.056957
- B/E: 33 / 102 , Gen_loss: -0.35577935 MI_loss: 21.49843 Detection error: 0.010459542274475098 time: 3:47:55.913975
- B/E: 34 / 102 , Gen_loss: -0.34739673 MI_loss: 20.952263 Detection error: 0.010442852973937988 time: 3:47:56.771471
- B/E: 35 / 102 , Gen_loss: -0.3526848 MI_loss: 21.235888 Detection error: 0.010425329208374023 time: 3:47:57.634925
- B/E: 36 / 102 , Gen_loss: -0.34907863 MI_loss: 21.165926 Detection error: 0.010426521301269531 time: 3:47:58.580983
- B/E: 37 / 102 , Gen_loss: -0.35666233 MI_loss: 21.54495 Detection error: 0.010405421257019043 time: 3:47:59.440933
- B/E: 38 / 102 , Gen_loss: -0.35515794 MI_loss: 21.467402 Detection error: 0.010412633419036865 time: 3:48:00.308013
- B/E: 39 / 102 , Gen_loss: -0.34596482 MI_loss: 20.969007 Detection error: 0.010395288467407227 time: 3:48:01.169621
- B/E: 40 / 102 , Gen_loss: -0.35206467 MI_loss: 21.313086 Detection error: 0.010394036769866943 time: 3:48:02.028633
- B/E: 41 / 102 , Gen_loss: -0.3585112 MI_loss: 21.698694 Detection error: 0.010386168956756592 time: 3:48:02.888072
- B/E: 42 / 102 , Gen_loss: -0.3485879 MI_loss: 21.062222 Detection error: 0.010378658771514893 time: 3:48:03.755219
- B/E: 43 / 102 , Gen_loss: -0.3638215 MI_loss: 21.925251 Detection error: 0.010365784168243408 time: 3:48:04.628293
- B/E: 44 / 102 , Gen_loss: -0.35114408 MI_loss: 21.414833 Detection error: 0.010381221771240234 time: 3:48:05.491328
- B/E: 45 / 102 , Gen_loss: -0.35585555 MI_loss: 21.614573 Detection error: 0.010390639305114746 time: 3:48:06.351569
- B/E: 46 / 102 , Gen_loss: -0.34826353 MI_loss: 21.19624 Detection error: 0.010396957397460938 time: 3:48:07.236887
- B/E: 47 / 102 , Gen_loss: -0.34263694 MI_loss: 20.776693 Detection error: 0.0103873610496521 time: 3:48:08.103623
- B/E: 48 / 102 , Gen_loss: -0.3572484 MI_loss: 21.562426 Detection error: 0.010401129722595215 time: 3:48:08.963191
- B/E: 49 / 102 , Gen_loss: -0.35569784 MI_loss: 21.671322 Detection error: 0.010411858558654785 time: 3:48:09.763107
- B/E: 50 / 102 , Gen_loss: -0.35413733 MI_loss: 21.469006 Detection error: 0.010425269603729248 time: 3:48:10.633401
- B/E: 51 / 102 , Gen_loss: -0.36270455 MI_loss: 22.13508 Detection error: 0.01041644811630249 time: 3:48:11.496935
- B/E: 52 / 102 , Gen_loss: -0.35344344 MI_loss: 21.385738 Detection error: 0.010424554347991943 time: 3:48:12.460819
- B/E: 53 / 102 , Gen_loss: -0.36656293 MI_loss: 22.167896 Detection error: 0.01043635606765747 time: 3:48:13.323724
- B/E: 54 / 102 , Gen_loss: -0.35073587 MI_loss: 21.337543 Detection error: 0.01044774055480957 time: 3:48:14.184062
- B/E: 55 / 102 , Gen_loss: -0.3443085 MI_loss: 20.783283 Detection error: 0.010428547859191895 time: 3:48:15.046922
- B/E: 56 / 102 , Gen_loss: -0.3561487 MI_loss: 21.456045 Detection error: 0.010402977466583252 time: 3:48:15.905181
- B/E: 57 / 102 , Gen_loss: -0.3548852 MI_loss: 21.570534 Detection error: 0.010401427745819092 time: 3:48:16.765007
- B/E: 58 / 102 , Gen_loss: -0.3524763 MI_loss: 21.370796 Detection error: 0.01038980484008789 time: 3:48:17.626617
- B/E: 59 / 102 , Gen_loss: -0.3545725 MI_loss: 21.531267 Detection error: 0.010409355163574219 time: 3:48:18.490276
- B/E: 60 / 102 , Gen_loss: -0.35323077 MI_loss: 21.382494 Detection error: 0.010403156280517578 time: 3:48:19.350802
- B/E: 61 / 102 , Gen_loss: -0.34646484 MI_loss: 21.060564 Detection error: 0.010399222373962402 time: 3:48:20.211764
- B/E: 62 / 102 , Gen_loss: -0.3571526 MI_loss: 21.738026 Detection error: 0.01040428876876831 time: 3:48:20.995273
- B/E: 63 / 102 , Gen_loss: -0.3524588 MI_loss: 21.53343 Detection error: 0.01040869951248169 time: 3:48:21.778116
- B/E: 64 / 102 , Gen_loss: -0.36797017 MI_loss: 22.565924 Detection error: 0.010397613048553467 time: 3:48:22.530907
- B/E: 65 / 102 , Gen_loss: -0.3601767 MI_loss: 21.83241 Detection error: 0.010397732257843018 time: 3:48:23.284352
- B/E: 66 / 102 , Gen_loss: -0.3649498 MI_loss: 22.167877 Detection error: 0.010392248630523682 time: 3:48:24.133101
- B/E: 67 / 102 , Gen_loss: -0.3607379 MI_loss: 21.823025 Detection error: 0.01038283109664917 time: 3:48:24.933792
- B/E: 68 / 102 , Gen_loss: -0.35824305 MI_loss: 21.730963 Detection error: 0.010381340980529785 time: 3:48:25.771050
- B/E: 69 / 102 , Gen_loss: -0.34551707 MI_loss: 20.927855 Detection error: 0.0103951096534729 time: 3:48:26.651446
- B/E: 70 / 102 , Gen_loss: -0.36650324 MI_loss: 22.156504 Detection error: 0.010378062725067139 time: 3:48:27.435204
- B/E: 71 / 102 , Gen_loss: -0.35548538 MI_loss: 21.459755 Detection error: 0.01038283109664917 time: 3:48:28.195689
- B/E: 72 / 102 , Gen_loss: -0.3533293 MI_loss: 21.561726 Detection error: 0.010375022888183594 time: 3:48:29.071633
- B/E: 73 / 102 , Gen_loss: -0.36379847 MI_loss: 22.118698 Detection error: 0.010374605655670166 time: 3:48:29.927744
- B/E: 74 / 102 , Gen_loss: -0.35259905 MI_loss: 21.276093 Detection error: 0.010370433330535889 time: 3:48:30.784971
- B/E: 75 / 102 , Gen_loss: -0.3506866 MI_loss: 21.309061 Detection error: 0.01037377119064331 time: 3:48:31.643739
- B/E: 76 / 102 , Gen_loss: -0.36055982 MI_loss: 21.819174 Detection error: 0.010372579097747803 time: 3:48:32.510867
- B/E: 77 / 102 , Gen_loss: -0.35478845 MI_loss: 21.418829 Detection error: 0.010369420051574707 time: 3:48:33.373944
- B/E: 78 / 102 , Gen_loss: -0.3534506 MI_loss: 21.405493 Detection error: 0.010362327098846436 time: 3:48:34.234889
- B/E: 79 / 102 , Gen_loss: -0.35873652 MI_loss: 21.827923 Detection error: 0.010373055934906006 time: 3:48:35.096880
- B/E: 80 / 102 , Gen_loss: -0.35373202 MI_loss: 21.387568 Detection error: 0.010388493537902832 time: 3:48:35.959525
- B/E: 81 / 102 , Gen_loss: -0.35095006 MI_loss: 21.227552 Detection error: 0.010378420352935791 time: 3:48:36.822506
- B/E: 82 / 102 , Gen_loss: -0.3518886 MI_loss: 21.249138 Detection error: 0.010376155376434326 time: 3:48:37.700558
- B/E: 83 / 102 , Gen_loss: -0.34823844 MI_loss: 21.158861 Detection error: 0.010373115539550781 time: 3:48:38.560731
- B/E: 84 / 102 , Gen_loss: -0.34741795 MI_loss: 21.098295 Detection error: 0.010373890399932861 time: 3:48:39.513925
- B/E: 85 / 102 , Gen_loss: -0.37245595 MI_loss: 22.398193 Detection error: 0.010352849960327148 time: 3:48:40.376520
- B/E: 86 / 102 , Gen_loss: -0.35017326 MI_loss: 21.098661 Detection error: 0.010355949401855469 time: 3:48:41.237395
- B/E: 87 / 102 , Gen_loss: -0.35976505 MI_loss: 21.798393 Detection error: 0.010338783264160156 time: 3:48:42.097977
- B/E: 88 / 102 , Gen_loss: -0.35827115 MI_loss: 21.674353 Detection error: 0.010330379009246826 time: 3:48:42.977196
- B/E: 89 / 102 , Gen_loss: -0.35508102 MI_loss: 21.629374 Detection error: 0.010335087776184082 time: 3:48:43.835287
- B/E: 90 / 102 , Gen_loss: -0.35167983 MI_loss: 21.295748 Detection error: 0.01033484935760498 time: 3:48:44.698358
- B/E: 91 / 102 , Gen_loss: -0.34864432 MI_loss: 21.057938 Detection error: 0.01034003496170044 time: 3:48:45.560898
- B/E: 92 / 102 , Gen_loss: -0.34894496 MI_loss: 21.053873 Detection error: 0.010327279567718506 time: 3:48:46.448279
- B/E: 93 / 102 , Gen_loss: -0.35068527 MI_loss: 21.300678 Detection error: 0.010326147079467773 time: 3:48:47.310126
- B/E: 94 / 102 , Gen_loss: -0.3516938 MI_loss: 21.3251 Detection error: 0.010343730449676514 time: 3:48:48.091052
- B/E: 95 / 102 , Gen_loss: -0.3434276 MI_loss: 20.726805 Detection error: 0.010344743728637695 time: 3:48:48.865499
- B/E: 96 / 102 , Gen_loss: -0.35491553 MI_loss: 21.580101 Detection error: 0.010339856147766113 time: 3:48:49.635095
- B/E: 97 / 102 , Gen_loss: -0.3628573 MI_loss: 22.005323 Detection error: 0.010332882404327393 time: 3:48:50.471994
- B/E: 98 / 102 , Gen_loss: -0.35367182 MI_loss: 21.46896 Detection error: 0.010317206382751465 time: 3:48:51.332337
- B/E: 99 / 102 , Gen_loss: -0.35788807 MI_loss: 21.628344 Detection error: 0.010316252708435059 time: 3:48:52.137657
- B/E: 100 / 102 , Gen_loss: -0.3657945 MI_loss: 22.270472 Detection error: 0.010320544242858887 time: 3:48:52.985956
- B/E: 101 / 102 , Gen_loss: -0.35792625 MI_loss: 21.809952 Detection error: 0.010322332382202148 time: 3:48:53.750637
- B/E: 102 / 102 , Gen_loss: -0.350166 MI_loss: 21.25786 Detection error: 0.010326147079467773 time: 3:48:54.596767
- B/E: 103 / 102 , Gen_loss: -0.35847983 MI_loss: 21.71116 Detection error: 0.010321497917175293 time: 3:48:55.454584
- B/E: 104 / 102 , Gen_loss: -0.36060295 MI_loss: 21.750628 Detection error: 0.01032710075378418 time: 3:48:56.313299
- B/E: 105 / 102 , Gen_loss: -0.3463798 MI_loss: 20.98327 Detection error: 0.010326623916625977 time: 3:48:57.174689
- B/E: 106 / 102 , Gen_loss: -0.34726077 MI_loss: 21.205364 Detection error: 0.010328590869903564 time: 3:48:58.053257
- B/E: 107 / 102 , Gen_loss: -0.3601244 MI_loss: 21.65802 Detection error: 0.010333895683288574 time: 3:48:58.912812
- B/E: 108 / 102 , Gen_loss: -0.35312212 MI_loss: 21.357965 Detection error: 0.010335445404052734 time: 3:48:59.770338
- B/E: 109 / 102 , Gen_loss: -0.3543504 MI_loss: 21.511896 Detection error: 0.010330140590667725 time: 3:49:00.630715
- B/E: 110 / 102 , Gen_loss: -0.34698114 MI_loss: 21.000711 Detection error: 0.010326266288757324 time: 3:49:01.418525
- B/E: 111 / 102 , Gen_loss: -0.3705382 MI_loss: 22.406658 Detection error: 0.01032257080078125 time: 3:49:02.252512
- B/E: 112 / 102 , Gen_loss: -0.36198547 MI_loss: 21.83661 Detection error: 0.0103224515914917 time: 3:49:03.111014
- B/E: 113 / 102 , Gen_loss: -0.35866818 MI_loss: 21.905338 Detection error: 0.01032400131225586 time: 3:49:03.975524
- B/E: 114 / 102 , Gen_loss: -0.3475127 MI_loss: 21.101347 Detection error: 0.010325014591217041 time: 3:49:04.861864
- B/E: 115 / 102 , Gen_loss: -0.35703877 MI_loss: 21.58917 Detection error: 0.010317862033843994 time: 3:49:05.753333
- B/E: 116 / 102 , Gen_loss: -0.34083283 MI_loss: 20.790339 Detection error: 0.010322093963623047 time: 3:49:06.692960
- B/E: 117 / 102 , Gen_loss: -0.34831676 MI_loss: 21.132238 Detection error: 0.01032334566116333 time: 3:49:07.556017
- B/E: 118 / 102 , Gen_loss: -0.34277475 MI_loss: 20.701344 Detection error: 0.010317742824554443 time: 3:49:08.418730
- B/E: 119 / 102 , Gen_loss: -0.35832435 MI_loss: 21.680725 Detection error: 0.010315895080566406 time: 3:49:09.276451
- B/E: 120 / 102 , Gen_loss: -0.3577183 MI_loss: 21.701889 Detection error: 0.010316133499145508 time: 3:49:10.136368
- B/E: 121 / 102 , Gen_loss: -0.35422564 MI_loss: 21.46452 Detection error: 0.010318875312805176 time: 3:49:10.990200
- B/E: 122 / 102 , Gen_loss: -0.35253808 MI_loss: 21.502268 Detection error: 0.010317325592041016 time: 3:49:11.839182
- B/E: 123 / 102 , Gen_loss: -0.34279495 MI_loss: 20.680725 Detection error: 0.010310709476470947 time: 3:49:12.702079
- B/E: 124 / 102 , Gen_loss: -0.3533478 MI_loss: 21.443607 Detection error: 0.010309755802154541 time: 3:49:13.563367
- B/E: 125 / 102 , Gen_loss: -0.35729727 MI_loss: 21.634863 Detection error: 0.010309994220733643 time: 3:49:14.350051
- B/E: 126 / 102 , Gen_loss: -0.35081333 MI_loss: 21.428797 Detection error: 0.010318398475646973 time: 3:49:15.101094
- B/E: 127 / 102 , Gen_loss: -0.34747392 MI_loss: 21.046045 Detection error: 0.010316431522369385 time: 3:49:15.948399
- B/E: 128 / 102 , Gen_loss: -0.35078728 MI_loss: 21.327652 Detection error: 0.010327041149139404 time: 3:49:16.805854
- B/E: 129 / 102 , Gen_loss: -0.36346886 MI_loss: 22.15857 Detection error: 0.010331273078918457 time: 3:49:17.669607
- B/E: 130 / 102 , Gen_loss: -0.357061 MI_loss: 21.644552 Detection error: 0.010336816310882568 time: 3:49:18.528988
- B/E: 131 / 102 , Gen_loss: -0.35806757 MI_loss: 21.718496 Detection error: 0.010341405868530273 time: 3:49:19.388371
- B/E: 132 / 102 , Gen_loss: -0.3554232 MI_loss: 21.526545 Detection error: 0.010338127613067627 time: 3:49:20.336498
- B/E: 133 / 102 , Gen_loss: -0.35260493 MI_loss: 21.361176 Detection error: 0.010342597961425781 time: 3:49:21.213541
- B/E: 134 / 102 , Gen_loss: -0.35843843 MI_loss: 21.77896 Detection error: 0.010348856449127197 time: 3:49:22.074136
- B/E: 135 / 102 , Gen_loss: -0.35554898 MI_loss: 21.523327 Detection error: 0.010345816612243652 time: 3:49:22.937125
- B/E: 136 / 102 , Gen_loss: -0.3476545 MI_loss: 20.872154 Detection error: 0.010348320007324219 time: 3:49:23.798522
- B/E: 137 / 102 , Gen_loss: -0.35548335 MI_loss: 21.60381 Detection error: 0.010351479053497314 time: 3:49:24.682667
- B/E: 138 / 102 , Gen_loss: -0.34976703 MI_loss: 21.449598 Detection error: 0.010357260704040527 time: 3:49:25.510953
- B/E: 139 / 102 , Gen_loss: -0.36590305 MI_loss: 22.218159 Detection error: 0.010362744331359863 time: 3:49:26.369925
- B/E: 140 / 102 , Gen_loss: -0.34772757 MI_loss: 20.962818 Detection error: 0.010361731052398682 time: 3:49:27.231234
- B/E: 141 / 102 , Gen_loss: -0.36697242 MI_loss: 22.247921 Detection error: 0.010360240936279297 time: 3:49:28.125443
- B/E: 142 / 102 , Gen_loss: -0.36831343 MI_loss: 22.454054 Detection error: 0.010360777378082275 time: 3:49:28.986184
- B/E: 143 / 102 , Gen_loss: -0.35982442 MI_loss: 21.725372 Detection error: 0.010357439517974854 time: 3:49:29.845480
- B/E: 144 / 102 , Gen_loss: -0.35440928 MI_loss: 21.55289 Detection error: 0.010365724563598633 time: 3:49:30.703664
- B/E: 145 / 102 , Gen_loss: -0.3441214 MI_loss: 20.890617 Detection error: 0.010368764400482178 time: 3:49:31.564817
- B/E: 146 / 102 , Gen_loss: -0.35346553 MI_loss: 21.360865 Detection error: 0.010372042655944824 time: 3:49:32.425203
- B/E: 147 / 102 , Gen_loss: -0.3563466 MI_loss: 21.693905 Detection error: 0.010378360748291016 time: 3:49:33.285638
- B/E: 148 / 102 , Gen_loss: -0.35941514 MI_loss: 21.750387 Detection error: 0.010379195213317871 time: 3:49:34.244456
- B/E: 149 / 102 , Gen_loss: -0.3569473 MI_loss: 21.712069 Detection error: 0.010384976863861084 time: 3:49:35.107947
-
- Test Loss: 10.599776 Test Error: 0.011049985885620117
- -----
- EPOCH: 103
- B/E: 0 / 103 , Gen_loss: -0.36113912 MI_loss: 21.89146 Detection error: 0.011125028133392334 time: 3:49:37.070022
- B/E: 1 / 103 , Gen_loss: -0.33702672 MI_loss: 20.515612 Detection error: 0.011046886444091797 time: 3:49:49.911783
- B/E: 2 / 103 , Gen_loss: -0.34969464 MI_loss: 21.148523 Detection error: 0.010739564895629883 time: 3:49:50.687170
- B/E: 3 / 103 , Gen_loss: -0.35324165 MI_loss: 21.457506 Detection error: 0.010546863079071045 time: 3:49:51.534431
- B/E: 4 / 103 , Gen_loss: -0.35879204 MI_loss: 21.817959 Detection error: 0.010368764400482178 time: 3:49:52.394398
- B/E: 5 / 103 , Gen_loss: -0.36014122 MI_loss: 21.87932 Detection error: 0.010463535785675049 time: 3:49:53.258984
- B/E: 6 / 103 , Gen_loss: -0.3542698 MI_loss: 21.732244 Detection error: 0.010504484176635742 time: 3:49:54.120588
- B/E: 7 / 103 , Gen_loss: -0.3520092 MI_loss: 21.31891 Detection error: 0.01057422161102295 time: 3:49:54.987114
- B/E: 8 / 103 , Gen_loss: -0.34898764 MI_loss: 21.1371 Detection error: 0.01050347089767456 time: 3:49:55.850908
- B/E: 9 / 103 , Gen_loss: -0.3570388 MI_loss: 21.728153 Detection error: 0.010390639305114746 time: 3:49:56.712699
- B/E: 10 / 103 , Gen_loss: -0.35176545 MI_loss: 21.183542 Detection error: 0.010426163673400879 time: 3:49:57.610967
- B/E: 11 / 103 , Gen_loss: -0.35814244 MI_loss: 21.698614 Detection error: 0.010442733764648438 time: 3:49:58.483660
- B/E: 12 / 103 , Gen_loss: -0.354572 MI_loss: 21.63251 Detection error: 0.010564923286437988 time: 3:49:59.292482
- B/E: 13 / 103 , Gen_loss: -0.3630117 MI_loss: 21.933725 Detection error: 0.010511159896850586 time: 3:50:00.120830
- B/E: 14 / 103 , Gen_loss: -0.34874365 MI_loss: 21.163252 Detection error: 0.010539591312408447 time: 3:50:00.990868
- B/E: 15 / 103 , Gen_loss: -0.36110157 MI_loss: 21.958406 Detection error: 0.010501980781555176 time: 3:50:01.866490
- B/E: 16 / 103 , Gen_loss: -0.36650252 MI_loss: 22.184555 Detection error: 0.010443031787872314 time: 3:50:02.731985
- B/E: 17 / 103 , Gen_loss: -0.3473708 MI_loss: 20.971567 Detection error: 0.010456621646881104 time: 3:50:03.592187
- B/E: 18 / 103 , Gen_loss: -0.35156244 MI_loss: 21.3619 Detection error: 0.010409533977508545 time: 3:50:04.449754
- B/E: 19 / 103 , Gen_loss: -0.35686663 MI_loss: 21.52475 Detection error: 0.010398447513580322 time: 3:50:05.327300
- B/E: 20 / 103 , Gen_loss: -0.357123 MI_loss: 21.659657 Detection error: 0.010404765605926514 time: 3:50:06.187328
- B/E: 21 / 103 , Gen_loss: -0.352501 MI_loss: 21.415932 Detection error: 0.010450303554534912 time: 3:50:07.044392
- B/E: 22 / 103 , Gen_loss: -0.3562911 MI_loss: 21.578829 Detection error: 0.010423898696899414 time: 3:50:07.906164
- B/E: 23 / 103 , Gen_loss: -0.35603887 MI_loss: 21.452124 Detection error: 0.010407567024230957 time: 3:50:08.766859
- B/E: 24 / 103 , Gen_loss: -0.34621412 MI_loss: 20.99908 Detection error: 0.010429978370666504 time: 3:50:09.629959
- B/E: 25 / 103 , Gen_loss: -0.34685624 MI_loss: 20.861868 Detection error: 0.010429084300994873 time: 3:50:10.589704
- B/E: 26 / 103 , Gen_loss: -0.34611088 MI_loss: 21.137152 Detection error: 0.010480344295501709 time: 3:50:11.450617
- B/E: 27 / 103 , Gen_loss: -0.3536804 MI_loss: 21.568295 Detection error: 0.010486602783203125 time: 3:50:12.311558
- B/E: 28 / 103 , Gen_loss: -0.3627393 MI_loss: 22.05932 Detection error: 0.010496795177459717 time: 3:50:13.175901
- B/E: 29 / 103 , Gen_loss: -0.3660292 MI_loss: 22.066717 Detection error: 0.010505199432373047 time: 3:50:14.036642
- B/E: 30 / 103 , Gen_loss: -0.32944736 MI_loss: 20.077759 Detection error: 0.010478854179382324 time: 3:50:14.895023
- B/E: 31 / 103 , Gen_loss: -0.3521945 MI_loss: 21.3052 Detection error: 0.010446310043334961 time: 3:50:15.755713
- B/E: 32 / 103 , Gen_loss: -0.35177743 MI_loss: 21.291548 Detection error: 0.010449826717376709 time: 3:50:16.616600
- B/E: 33 / 103 , Gen_loss: -0.35418257 MI_loss: 21.416498 Detection error: 0.01042097806930542 time: 3:50:17.474472
- B/E: 34 / 103 , Gen_loss: -0.3488283 MI_loss: 21.197817 Detection error: 0.01042407751083374 time: 3:50:18.332455
- B/E: 35 / 103 , Gen_loss: -0.36616725 MI_loss: 22.142342 Detection error: 0.01039499044418335 time: 3:50:19.191197
- B/E: 36 / 103 , Gen_loss: -0.34953144 MI_loss: 21.2253 Detection error: 0.010390222072601318 time: 3:50:20.054155
- B/E: 37 / 103 , Gen_loss: -0.3637583 MI_loss: 22.020496 Detection error: 0.01038980484008789 time: 3:50:20.911857
- B/E: 38 / 103 , Gen_loss: -0.34796515 MI_loss: 21.002708 Detection error: 0.01040947437286377 time: 3:50:21.769813
- B/E: 39 / 103 , Gen_loss: -0.35727945 MI_loss: 21.46701 Detection error: 0.01038283109664917 time: 3:50:22.631007
- B/E: 40 / 103 , Gen_loss: -0.34973535 MI_loss: 21.165741 Detection error: 0.010363578796386719 time: 3:50:23.495801
- B/E: 41 / 103 , Gen_loss: -0.3660553 MI_loss: 22.310051 Detection error: 0.01036161184310913 time: 3:50:24.437962
- B/E: 42 / 103 , Gen_loss: -0.36525342 MI_loss: 22.148977 Detection error: 0.010350286960601807 time: 3:50:25.298192
- B/E: 43 / 103 , Gen_loss: -0.3578419 MI_loss: 21.599972 Detection error: 0.010357975959777832 time: 3:50:26.160108
- B/E: 44 / 103 , Gen_loss: -0.3500357 MI_loss: 21.310635 Detection error: 0.010377764701843262 time: 3:50:27.025046
- B/E: 45 / 103 , Gen_loss: -0.35138738 MI_loss: 21.31907 Detection error: 0.010369539260864258 time: 3:50:27.846328
- B/E: 46 / 103 , Gen_loss: -0.34649786 MI_loss: 21.01193 Detection error: 0.010377645492553711 time: 3:50:28.597350
- B/E: 47 / 103 , Gen_loss: -0.3524518 MI_loss: 21.321455 Detection error: 0.010374367237091064 time: 3:50:29.441878
- B/E: 48 / 103 , Gen_loss: -0.3543539 MI_loss: 21.511515 Detection error: 0.010383903980255127 time: 3:50:30.302089
- B/E: 49 / 103 , Gen_loss: -0.3569218 MI_loss: 21.6309 Detection error: 0.010384976863861084 time: 3:50:31.163440
- B/E: 50 / 103 , Gen_loss: -0.34798434 MI_loss: 21.11782 Detection error: 0.010393977165222168 time: 3:50:32.026980
- B/E: 51 / 103 , Gen_loss: -0.3711429 MI_loss: 22.559757 Detection error: 0.010393023490905762 time: 3:50:32.890457
- B/E: 52 / 103 , Gen_loss: -0.35916737 MI_loss: 21.794508 Detection error: 0.010387957096099854 time: 3:50:33.755776
- B/E: 53 / 103 , Gen_loss: -0.36471552 MI_loss: 22.040665 Detection error: 0.010406851768493652 time: 3:50:34.614557
- B/E: 54 / 103 , Gen_loss: -0.3549533 MI_loss: 21.476913 Detection error: 0.010408520698547363 time: 3:50:35.474460
- B/E: 55 / 103 , Gen_loss: -0.3628728 MI_loss: 21.961727 Detection error: 0.010387837886810303 time: 3:50:36.336832
- B/E: 56 / 103 , Gen_loss: -0.35453588 MI_loss: 21.418686 Detection error: 0.010366201400756836 time: 3:50:37.137547
- B/E: 57 / 103 , Gen_loss: -0.3545494 MI_loss: 21.28714 Detection error: 0.010362088680267334 time: 3:50:37.974732
- B/E: 58 / 103 , Gen_loss: -0.34144574 MI_loss: 20.73431 Detection error: 0.010352730751037598 time: 3:50:38.726922
- B/E: 59 / 103 , Gen_loss: -0.3502505 MI_loss: 21.296963 Detection error: 0.01036977767944336 time: 3:50:39.478535
- B/E: 60 / 103 , Gen_loss: -0.35933498 MI_loss: 21.815441 Detection error: 0.010368824005126953 time: 3:50:40.242114
- B/E: 61 / 103 , Gen_loss: -0.35028392 MI_loss: 21.31997 Detection error: 0.010369479656219482 time: 3:50:41.010961
- B/E: 62 / 103 , Gen_loss: -0.3569451 MI_loss: 21.624735 Detection error: 0.010367035865783691 time: 3:50:41.860859
- B/E: 63 / 103 , Gen_loss: -0.3445314 MI_loss: 20.842358 Detection error: 0.01036912202835083 time: 3:50:42.732477
- B/E: 64 / 103 , Gen_loss: -0.35674742 MI_loss: 21.723696 Detection error: 0.01036059856414795 time: 3:50:43.593829
- B/E: 65 / 103 , Gen_loss: -0.35634655 MI_loss: 21.543634 Detection error: 0.010357499122619629 time: 3:50:44.426731
- B/E: 66 / 103 , Gen_loss: -0.35263246 MI_loss: 21.425703 Detection error: 0.010352134704589844 time: 3:50:45.180696
- B/E: 67 / 103 , Gen_loss: -0.35527804 MI_loss: 21.564793 Detection error: 0.010341465473175049 time: 3:50:45.931462
- B/E: 68 / 103 , Gen_loss: -0.3495944 MI_loss: 21.223001 Detection error: 0.010341465473175049 time: 3:50:46.683307
- B/E: 69 / 103 , Gen_loss: -0.34515262 MI_loss: 20.789497 Detection error: 0.010351359844207764 time: 3:50:47.434754
- B/E: 70 / 103 , Gen_loss: -0.35921815 MI_loss: 21.68658 Detection error: 0.010343313217163086 time: 3:50:48.191477
- B/E: 71 / 103 , Gen_loss: -0.35190132 MI_loss: 21.4509 Detection error: 0.010343730449676514 time: 3:50:48.945229
- B/E: 72 / 103 , Gen_loss: -0.36252895 MI_loss: 22.117321 Detection error: 0.01034247875213623 time: 3:50:49.707345
- B/E: 73 / 103 , Gen_loss: -0.36740094 MI_loss: 22.296974 Detection error: 0.010331511497497559 time: 3:50:50.657837
- B/E: 74 / 103 , Gen_loss: -0.3548058 MI_loss: 21.396442 Detection error: 0.010326683521270752 time: 3:50:51.520226
- B/E: 75 / 103 , Gen_loss: -0.34876063 MI_loss: 21.19021 Detection error: 0.010323584079742432 time: 3:50:52.383580
- B/E: 76 / 103 , Gen_loss: -0.35755166 MI_loss: 21.790167 Detection error: 0.010324656963348389 time: 3:50:53.242821
- B/E: 77 / 103 , Gen_loss: -0.35631672 MI_loss: 21.62806 Detection error: 0.010326147079467773 time: 3:50:54.101224
- B/E: 78 / 103 , Gen_loss: -0.35471153 MI_loss: 21.462013 Detection error: 0.010313689708709717 time: 3:50:54.893832
- B/E: 79 / 103 , Gen_loss: -0.3586 MI_loss: 21.742004 Detection error: 0.01033163070678711 time: 3:50:55.643762
- B/E: 80 / 103 , Gen_loss: -0.35943225 MI_loss: 21.654732 Detection error: 0.010343730449676514 time: 3:50:56.415227
- B/E: 81 / 103 , Gen_loss: -0.35915118 MI_loss: 21.72858 Detection error: 0.010337293148040771 time: 3:50:57.261269
- B/E: 82 / 103 , Gen_loss: -0.35204297 MI_loss: 21.439507 Detection error: 0.010329067707061768 time: 3:50:58.134692
- B/E: 83 / 103 , Gen_loss: -0.35358223 MI_loss: 21.481604 Detection error: 0.010336697101593018 time: 3:50:58.997630
- B/E: 84 / 103 , Gen_loss: -0.35465318 MI_loss: 21.684404 Detection error: 0.010330498218536377 time: 3:50:59.844233
- B/E: 85 / 103 , Gen_loss: -0.35419303 MI_loss: 21.451767 Detection error: 0.01031869649887085 time: 3:51:00.597034
- B/E: 86 / 103 , Gen_loss: -0.35618314 MI_loss: 21.541418 Detection error: 0.010319352149963379 time: 3:51:01.346990
- B/E: 87 / 103 , Gen_loss: -0.34741443 MI_loss: 20.94951 Detection error: 0.010306477546691895 time: 3:51:02.103189
- B/E: 88 / 103 , Gen_loss: -0.34455514 MI_loss: 20.94395 Detection error: 0.010296344757080078 time: 3:51:02.854738
- B/E: 89 / 103 , Gen_loss: -0.36441734 MI_loss: 22.21912 Detection error: 0.01030796766281128 time: 3:51:03.687070
- B/E: 90 / 103 , Gen_loss: -0.3526472 MI_loss: 21.264782 Detection error: 0.0103035569190979 time: 3:51:04.471060
- B/E: 91 / 103 , Gen_loss: -0.35446712 MI_loss: 21.578707 Detection error: 0.010312855243682861 time: 3:51:05.231015
- B/E: 92 / 103 , Gen_loss: -0.34955812 MI_loss: 21.18411 Detection error: 0.010300040245056152 time: 3:51:06.005061
- B/E: 93 / 103 , Gen_loss: -0.3540743 MI_loss: 21.659271 Detection error: 0.010302841663360596 time: 3:51:06.832676
- B/E: 94 / 103 , Gen_loss: -0.35177636 MI_loss: 21.448086 Detection error: 0.010310173034667969 time: 3:51:07.692872
- B/E: 95 / 103 , Gen_loss: -0.35691068 MI_loss: 21.72358 Detection error: 0.010313808917999268 time: 3:51:08.552169
- B/E: 96 / 103 , Gen_loss: -0.3526357 MI_loss: 21.370852 Detection error: 0.01030796766281128 time: 3:51:09.414637
- B/E: 97 / 103 , Gen_loss: -0.36197743 MI_loss: 22.119629 Detection error: 0.010299444198608398 time: 3:51:10.275275
- B/E: 98 / 103 , Gen_loss: -0.34908402 MI_loss: 21.03995 Detection error: 0.01028817892074585 time: 3:51:11.067941
- B/E: 99 / 103 , Gen_loss: -0.3607841 MI_loss: 21.670116 Detection error: 0.010288417339324951 time: 3:51:11.818950
- B/E: 100 / 103 , Gen_loss: -0.3582821 MI_loss: 21.866802 Detection error: 0.010288655757904053 time: 3:51:12.674842
- B/E: 101 / 103 , Gen_loss: -0.35676366 MI_loss: 21.664688 Detection error: 0.010294437408447266 time: 3:51:13.532037
- B/E: 102 / 103 , Gen_loss: -0.35320643 MI_loss: 21.40314 Detection error: 0.010298848152160645 time: 3:51:14.391776
- B/E: 103 / 103 , Gen_loss: -0.35560283 MI_loss: 21.49799 Detection error: 0.010297775268554688 time: 3:51:15.251191
- B/E: 104 / 103 , Gen_loss: -0.35082385 MI_loss: 21.377092 Detection error: 0.0102958083152771 time: 3:51:16.124630
- B/E: 105 / 103 , Gen_loss: -0.3607078 MI_loss: 21.929932 Detection error: 0.010301589965820312 time: 3:51:17.071184
- B/E: 106 / 103 , Gen_loss: -0.35936117 MI_loss: 21.86958 Detection error: 0.010309278964996338 time: 3:51:17.931484
- B/E: 107 / 103 , Gen_loss: -0.35574308 MI_loss: 21.428707 Detection error: 0.010314226150512695 time: 3:51:18.810086
- B/E: 108 / 103 , Gen_loss: -0.36500877 MI_loss: 22.25973 Detection error: 0.01032167673110962 time: 3:51:19.693394
- B/E: 109 / 103 , Gen_loss: -0.3662967 MI_loss: 22.246435 Detection error: 0.010317623615264893 time: 3:51:20.497508
- B/E: 110 / 103 , Gen_loss: -0.35194445 MI_loss: 21.312529 Detection error: 0.010309100151062012 time: 3:51:21.246751
- B/E: 111 / 103 , Gen_loss: -0.36307213 MI_loss: 22.006296 Detection error: 0.010302484035491943 time: 3:51:22.075573
- B/E: 112 / 103 , Gen_loss: -0.37332937 MI_loss: 22.550669 Detection error: 0.010302543640136719 time: 3:51:22.956075
- B/E: 113 / 103 , Gen_loss: -0.36310133 MI_loss: 22.187723 Detection error: 0.010307013988494873 time: 3:51:23.816477
- B/E: 114 / 103 , Gen_loss: -0.34596047 MI_loss: 20.799599 Detection error: 0.010309755802154541 time: 3:51:24.675302
- B/E: 115 / 103 , Gen_loss: -0.3597085 MI_loss: 21.68234 Detection error: 0.010307908058166504 time: 3:51:25.535105
- B/E: 116 / 103 , Gen_loss: -0.34759274 MI_loss: 21.190893 Detection error: 0.010305285453796387 time: 3:51:26.395865
- B/E: 117 / 103 , Gen_loss: -0.3410625 MI_loss: 20.571243 Detection error: 0.010307729244232178 time: 3:51:27.262041
- B/E: 118 / 103 , Gen_loss: -0.35868555 MI_loss: 21.807093 Detection error: 0.010300159454345703 time: 3:51:28.157781
- B/E: 119 / 103 , Gen_loss: -0.3522778 MI_loss: 21.432734 Detection error: 0.010304689407348633 time: 3:51:29.018818
- B/E: 120 / 103 , Gen_loss: -0.3496968 MI_loss: 21.220055 Detection error: 0.010294914245605469 time: 3:51:29.878316
- B/E: 121 / 103 , Gen_loss: -0.36069986 MI_loss: 21.891462 Detection error: 0.010305345058441162 time: 3:51:30.837806
- B/E: 122 / 103 , Gen_loss: -0.35434157 MI_loss: 21.354914 Detection error: 0.010303616523742676 time: 3:51:31.696959
- B/E: 123 / 103 , Gen_loss: -0.3542269 MI_loss: 21.40727 Detection error: 0.010295093059539795 time: 3:51:32.557587
- B/E: 124 / 103 , Gen_loss: -0.3570223 MI_loss: 21.587208 Detection error: 0.010295748710632324 time: 3:51:33.418450
- B/E: 125 / 103 , Gen_loss: -0.35284942 MI_loss: 21.369081 Detection error: 0.01030033826828003 time: 3:51:34.282405
- B/E: 126 / 103 , Gen_loss: -0.35063776 MI_loss: 21.40051 Detection error: 0.010307550430297852 time: 3:51:35.141814
- B/E: 127 / 103 , Gen_loss: -0.3503961 MI_loss: 21.162619 Detection error: 0.010303735733032227 time: 3:51:36.002140
- B/E: 128 / 103 , Gen_loss: -0.34916636 MI_loss: 21.11845 Detection error: 0.010307908058166504 time: 3:51:36.864610
- B/E: 129 / 103 , Gen_loss: -0.3498038 MI_loss: 21.13875 Detection error: 0.010318994522094727 time: 3:51:37.729998
- B/E: 130 / 103 , Gen_loss: -0.35436687 MI_loss: 21.500711 Detection error: 0.010326564311981201 time: 3:51:38.590819
- B/E: 131 / 103 , Gen_loss: -0.3532047 MI_loss: 21.364521 Detection error: 0.010326206684112549 time: 3:51:39.450564
- B/E: 132 / 103 , Gen_loss: -0.36303693 MI_loss: 21.95273 Detection error: 0.010323286056518555 time: 3:51:40.315115
- B/E: 133 / 103 , Gen_loss: -0.3486534 MI_loss: 21.24216 Detection error: 0.010327398777008057 time: 3:51:41.179562
- B/E: 134 / 103 , Gen_loss: -0.35751697 MI_loss: 21.787018 Detection error: 0.010335206985473633 time: 3:51:42.041064
- B/E: 135 / 103 , Gen_loss: -0.352289 MI_loss: 21.430563 Detection error: 0.010338246822357178 time: 3:51:42.906930
- B/E: 136 / 103 , Gen_loss: -0.35719043 MI_loss: 21.63136 Detection error: 0.010337114334106445 time: 3:51:43.782394
- B/E: 137 / 103 , Gen_loss: -0.35101646 MI_loss: 21.251738 Detection error: 0.01034170389175415 time: 3:51:44.668123
- B/E: 138 / 103 , Gen_loss: -0.35753536 MI_loss: 21.723719 Detection error: 0.010343551635742188 time: 3:51:45.423488
- B/E: 139 / 103 , Gen_loss: -0.35410973 MI_loss: 21.457298 Detection error: 0.01035243272781372 time: 3:51:46.180331
- B/E: 140 / 103 , Gen_loss: -0.3519555 MI_loss: 21.514671 Detection error: 0.010354816913604736 time: 3:51:47.028397
- B/E: 141 / 103 , Gen_loss: -0.34768778 MI_loss: 20.9989 Detection error: 0.01035076379776001 time: 3:51:47.887856
- B/E: 142 / 103 , Gen_loss: -0.34601387 MI_loss: 21.157402 Detection error: 0.010351181030273438 time: 3:51:48.696417
- B/E: 143 / 103 , Gen_loss: -0.3573797 MI_loss: 21.734783 Detection error: 0.010347247123718262 time: 3:51:49.449842
- B/E: 144 / 103 , Gen_loss: -0.36460522 MI_loss: 22.041851 Detection error: 0.010356664657592773 time: 3:51:50.301621
- B/E: 145 / 103 , Gen_loss: -0.34415826 MI_loss: 20.869614 Detection error: 0.010358095169067383 time: 3:51:51.165936
- B/E: 146 / 103 , Gen_loss: -0.35435686 MI_loss: 21.48877 Detection error: 0.01036524772644043 time: 3:51:52.025178
- B/E: 147 / 103 , Gen_loss: -0.35630593 MI_loss: 21.656546 Detection error: 0.010365307331085205 time: 3:51:52.885156
- B/E: 148 / 103 , Gen_loss: -0.36491787 MI_loss: 22.122711 Detection error: 0.010366618633270264 time: 3:51:53.742246
- B/E: 149 / 103 , Gen_loss: -0.36106515 MI_loss: 21.909103 Detection error: 0.010372281074523926 time: 3:51:54.616467
-
- Test Loss: 10.575918 Test Error: 0.01108330488204956
- -----
- EPOCH: 104
- B/E: 0 / 104 , Gen_loss: -0.34404728 MI_loss: 20.70446 Detection error: 0.011218726634979248 time: 3:51:56.552527
- B/E: 1 / 104 , Gen_loss: -0.34314346 MI_loss: 20.942915 Detection error: 0.011468768119812012 time: 3:52:09.678311
- B/E: 2 / 104 , Gen_loss: -0.3452813 MI_loss: 20.864721 Detection error: 0.010999977588653564 time: 3:52:10.657146
- B/E: 3 / 104 , Gen_loss: -0.34120297 MI_loss: 20.772873 Detection error: 0.010820329189300537 time: 3:52:11.526896
- B/E: 4 / 104 , Gen_loss: -0.3500178 MI_loss: 21.218868 Detection error: 0.010599970817565918 time: 3:52:12.392848
- B/E: 5 / 104 , Gen_loss: -0.35325277 MI_loss: 21.645063 Detection error: 0.010614573955535889 time: 3:52:13.258373
- B/E: 6 / 104 , Gen_loss: -0.35375345 MI_loss: 21.601362 Detection error: 0.010691940784454346 time: 3:52:14.123573
- B/E: 7 / 104 , Gen_loss: -0.36106944 MI_loss: 22.017597 Detection error: 0.01070314645767212 time: 3:52:14.987480
- B/E: 8 / 104 , Gen_loss: -0.35539126 MI_loss: 21.613829 Detection error: 0.010586798191070557 time: 3:52:15.847627
- B/E: 9 / 104 , Gen_loss: -0.35792458 MI_loss: 21.698782 Detection error: 0.010509371757507324 time: 3:52:16.707418
- B/E: 10 / 104 , Gen_loss: -0.35477078 MI_loss: 21.454672 Detection error: 0.010508537292480469 time: 3:52:17.583191
- B/E: 11 / 104 , Gen_loss: -0.34278294 MI_loss: 20.90673 Detection error: 0.010546863079071045 time: 3:52:18.446556
- B/E: 12 / 104 , Gen_loss: -0.35271868 MI_loss: 21.34718 Detection error: 0.010581731796264648 time: 3:52:19.305239
- B/E: 13 / 104 , Gen_loss: -0.35311532 MI_loss: 21.514828 Detection error: 0.01057589054107666 time: 3:52:20.163155
- B/E: 14 / 104 , Gen_loss: -0.36008155 MI_loss: 21.878527 Detection error: 0.010595858097076416 time: 3:52:21.023028
- B/E: 15 / 104 , Gen_loss: -0.3537583 MI_loss: 21.595657 Detection error: 0.010548830032348633 time: 3:52:21.886644
- B/E: 16 / 104 , Gen_loss: -0.3508246 MI_loss: 21.284199 Detection error: 0.010505497455596924 time: 3:52:22.747609
- B/E: 17 / 104 , Gen_loss: -0.34674618 MI_loss: 20.971176 Detection error: 0.01050347089767456 time: 3:52:23.608964
- B/E: 18 / 104 , Gen_loss: -0.3515453 MI_loss: 21.246464 Detection error: 0.010448992252349854 time: 3:52:24.573055
- B/E: 19 / 104 , Gen_loss: -0.35262373 MI_loss: 21.480286 Detection error: 0.010432839393615723 time: 3:52:25.438826
- B/E: 20 / 104 , Gen_loss: -0.3431904 MI_loss: 20.817398 Detection error: 0.010462820529937744 time: 3:52:26.300134
- B/E: 21 / 104 , Gen_loss: -0.35422292 MI_loss: 21.56776 Detection error: 0.010473012924194336 time: 3:52:27.163309
- B/E: 22 / 104 , Gen_loss: -0.35782123 MI_loss: 21.73071 Detection error: 0.010441601276397705 time: 3:52:27.955921
- B/E: 23 / 104 , Gen_loss: -0.357497 MI_loss: 21.554806 Detection error: 0.010432302951812744 time: 3:52:28.711089
- B/E: 24 / 104 , Gen_loss: -0.35349226 MI_loss: 21.422619 Detection error: 0.01042872667312622 time: 3:52:29.463872
- B/E: 25 / 104 , Gen_loss: -0.34947172 MI_loss: 21.165438 Detection error: 0.01042187213897705 time: 3:52:30.217978
- B/E: 26 / 104 , Gen_loss: -0.35204774 MI_loss: 21.476538 Detection error: 0.010502338409423828 time: 3:52:31.062483
- B/E: 27 / 104 , Gen_loss: -0.3543372 MI_loss: 21.629915 Detection error: 0.010514497756958008 time: 3:52:31.933267
- B/E: 28 / 104 , Gen_loss: -0.35497287 MI_loss: 21.566566 Detection error: 0.010505378246307373 time: 3:52:32.794765
- B/E: 29 / 104 , Gen_loss: -0.3439064 MI_loss: 20.68715 Detection error: 0.010507285594940186 time: 3:52:33.654838
- B/E: 30 / 104 , Gen_loss: -0.35015202 MI_loss: 21.360172 Detection error: 0.01048588752746582 time: 3:52:34.518276
- B/E: 31 / 104 , Gen_loss: -0.35303348 MI_loss: 21.32042 Detection error: 0.010439455509185791 time: 3:52:35.485149
- B/E: 32 / 104 , Gen_loss: -0.35996234 MI_loss: 21.920359 Detection error: 0.010449826717376709 time: 3:52:36.347367
- B/E: 33 / 104 , Gen_loss: -0.3591573 MI_loss: 21.75532 Detection error: 0.010428309440612793 time: 3:52:37.214537
- B/E: 34 / 104 , Gen_loss: -0.3557564 MI_loss: 21.715193 Detection error: 0.010422348976135254 time: 3:52:38.074877
- B/E: 35 / 104 , Gen_loss: -0.35323998 MI_loss: 21.550222 Detection error: 0.010394096374511719 time: 3:52:38.953685
- B/E: 36 / 104 , Gen_loss: -0.36100307 MI_loss: 21.880045 Detection error: 0.010389387607574463 time: 3:52:39.821654
- B/E: 37 / 104 , Gen_loss: -0.3581227 MI_loss: 21.809048 Detection error: 0.010398030281066895 time: 3:52:40.685218
- B/E: 38 / 104 , Gen_loss: -0.35172075 MI_loss: 21.29109 Detection error: 0.010401427745819092 time: 3:52:41.550154
- B/E: 39 / 104 , Gen_loss: -0.34893 MI_loss: 20.969246 Detection error: 0.010374248027801514 time: 3:52:42.337240
- B/E: 40 / 104 , Gen_loss: -0.35650688 MI_loss: 21.72183 Detection error: 0.010392546653747559 time: 3:52:43.118138
- B/E: 41 / 104 , Gen_loss: -0.36459327 MI_loss: 22.088026 Detection error: 0.010375022888183594 time: 3:52:43.873604
- B/E: 42 / 104 , Gen_loss: -0.348018 MI_loss: 21.054873 Detection error: 0.0103568434715271 time: 3:52:44.631409
- B/E: 43 / 104 , Gen_loss: -0.35665143 MI_loss: 21.615952 Detection error: 0.010359346866607666 time: 3:52:45.383354
- B/E: 44 / 104 , Gen_loss: -0.3602417 MI_loss: 21.94266 Detection error: 0.010365307331085205 time: 3:52:46.137294
- B/E: 45 / 104 , Gen_loss: -0.35188448 MI_loss: 21.225985 Detection error: 0.010376334190368652 time: 3:52:46.925555
- B/E: 46 / 104 , Gen_loss: -0.34859252 MI_loss: 21.162886 Detection error: 0.010384321212768555 time: 3:52:47.677488
- B/E: 47 / 104 , Gen_loss: -0.36151183 MI_loss: 21.916843 Detection error: 0.010389328002929688 time: 3:52:48.429761
- B/E: 48 / 104 , Gen_loss: -0.3555147 MI_loss: 21.643658 Detection error: 0.010404348373413086 time: 3:52:49.379768
- B/E: 49 / 104 , Gen_loss: -0.34438854 MI_loss: 20.766102 Detection error: 0.010400652885437012 time: 3:52:50.215427
- B/E: 50 / 104 , Gen_loss: -0.35944772 MI_loss: 21.79045 Detection error: 0.010406851768493652 time: 3:52:50.967214
- B/E: 51 / 104 , Gen_loss: -0.34527326 MI_loss: 20.993992 Detection error: 0.010409832000732422 time: 3:52:51.717005
- B/E: 52 / 104 , Gen_loss: -0.3521787 MI_loss: 21.412128 Detection error: 0.010410964488983154 time: 3:52:52.469280
- B/E: 53 / 104 , Gen_loss: -0.36264277 MI_loss: 22.00904 Detection error: 0.010423004627227783 time: 3:52:53.223923
- B/E: 54 / 104 , Gen_loss: -0.35696667 MI_loss: 21.545643 Detection error: 0.010417640209197998 time: 3:52:54.072277
- B/E: 55 / 104 , Gen_loss: -0.34671202 MI_loss: 21.00216 Detection error: 0.010406792163848877 time: 3:52:54.872405
- B/E: 56 / 104 , Gen_loss: -0.35598695 MI_loss: 21.648645 Detection error: 0.010382652282714844 time: 3:52:55.730292
- B/E: 57 / 104 , Gen_loss: -0.35446292 MI_loss: 21.465736 Detection error: 0.010375022888183594 time: 3:52:56.591609
- B/E: 58 / 104 , Gen_loss: -0.3454755 MI_loss: 20.912184 Detection error: 0.010368645191192627 time: 3:52:57.452706
- B/E: 59 / 104 , Gen_loss: -0.34819302 MI_loss: 21.181187 Detection error: 0.010390639305114746 time: 3:52:58.310689
- B/E: 60 / 104 , Gen_loss: -0.35832974 MI_loss: 21.618237 Detection error: 0.01038271188735962 time: 3:52:59.172861
- B/E: 61 / 104 , Gen_loss: -0.34375212 MI_loss: 20.97673 Detection error: 0.010383069515228271 time: 3:53:00.039637
- B/E: 62 / 104 , Gen_loss: -0.3580358 MI_loss: 21.732285 Detection error: 0.01038891077041626 time: 3:53:00.884988
- B/E: 63 / 104 , Gen_loss: -0.35725158 MI_loss: 21.707245 Detection error: 0.010379910469055176 time: 3:53:01.835320
- B/E: 64 / 104 , Gen_loss: -0.35476476 MI_loss: 21.634348 Detection error: 0.01037740707397461 time: 3:53:02.698082
- B/E: 65 / 104 , Gen_loss: -0.3566609 MI_loss: 21.565924 Detection error: 0.010383069515228271 time: 3:53:03.569801
- B/E: 66 / 104 , Gen_loss: -0.35920846 MI_loss: 21.853975 Detection error: 0.0103684663772583 time: 3:53:04.447408
- B/E: 67 / 104 , Gen_loss: -0.36685854 MI_loss: 22.20527 Detection error: 0.010363519191741943 time: 3:53:05.314280
- B/E: 68 / 104 , Gen_loss: -0.3499879 MI_loss: 21.384584 Detection error: 0.010361850261688232 time: 3:53:06.176048
- B/E: 69 / 104 , Gen_loss: -0.35805818 MI_loss: 21.76676 Detection error: 0.010369658470153809 time: 3:53:07.044013
- B/E: 70 / 104 , Gen_loss: -0.3590538 MI_loss: 21.741364 Detection error: 0.010370135307312012 time: 3:53:07.906493
- B/E: 71 / 104 , Gen_loss: -0.35093316 MI_loss: 21.312786 Detection error: 0.010371983051300049 time: 3:53:08.733583
- B/E: 72 / 104 , Gen_loss: -0.3645403 MI_loss: 22.127028 Detection error: 0.010365128517150879 time: 3:53:09.519560
- B/E: 73 / 104 , Gen_loss: -0.36888212 MI_loss: 22.451542 Detection error: 0.010361075401306152 time: 3:53:10.273625
- B/E: 74 / 104 , Gen_loss: -0.35710368 MI_loss: 21.830221 Detection error: 0.010352075099945068 time: 3:53:11.043089
- B/E: 75 / 104 , Gen_loss: -0.3574983 MI_loss: 21.566278 Detection error: 0.010355651378631592 time: 3:53:11.889845
- B/E: 76 / 104 , Gen_loss: -0.34439832 MI_loss: 20.846188 Detection error: 0.010362029075622559 time: 3:53:12.752490
- B/E: 77 / 104 , Gen_loss: -0.35166028 MI_loss: 21.239384 Detection error: 0.010365009307861328 time: 3:53:13.613452
- B/E: 78 / 104 , Gen_loss: -0.34910485 MI_loss: 21.29508 Detection error: 0.01035994291305542 time: 3:53:14.424457
- B/E: 79 / 104 , Gen_loss: -0.34892908 MI_loss: 21.167765 Detection error: 0.010372638702392578 time: 3:53:15.320121
- B/E: 80 / 104 , Gen_loss: -0.36180395 MI_loss: 21.92341 Detection error: 0.010388493537902832 time: 3:53:16.181404
- B/E: 81 / 104 , Gen_loss: -0.3541195 MI_loss: 21.329681 Detection error: 0.010381460189819336 time: 3:53:17.039989
- B/E: 82 / 104 , Gen_loss: -0.359628 MI_loss: 21.674843 Detection error: 0.010376155376434326 time: 3:53:17.927849
- B/E: 83 / 104 , Gen_loss: -0.3567522 MI_loss: 21.725748 Detection error: 0.010378003120422363 time: 3:53:18.784945
- B/E: 84 / 104 , Gen_loss: -0.34705243 MI_loss: 21.19035 Detection error: 0.010371685028076172 time: 3:53:19.642747
- B/E: 85 / 104 , Gen_loss: -0.3557006 MI_loss: 21.501455 Detection error: 0.01035463809967041 time: 3:53:20.500160
- B/E: 86 / 104 , Gen_loss: -0.35489395 MI_loss: 21.363321 Detection error: 0.010356664657592773 time: 3:53:21.361248
- B/E: 87 / 104 , Gen_loss: -0.35982245 MI_loss: 21.887861 Detection error: 0.010345518589019775 time: 3:53:22.228804
- B/E: 88 / 104 , Gen_loss: -0.35847774 MI_loss: 21.616863 Detection error: 0.010328292846679688 time: 3:53:23.087434
- B/E: 89 / 104 , Gen_loss: -0.3539463 MI_loss: 21.589867 Detection error: 0.010339558124542236 time: 3:53:23.946094
- B/E: 90 / 104 , Gen_loss: -0.3560474 MI_loss: 21.427937 Detection error: 0.010338962078094482 time: 3:53:24.806681
- B/E: 91 / 104 , Gen_loss: -0.3545523 MI_loss: 21.69794 Detection error: 0.010342717170715332 time: 3:53:25.663820
- B/E: 92 / 104 , Gen_loss: -0.34859037 MI_loss: 21.100002 Detection error: 0.010330617427825928 time: 3:53:26.522024
- B/E: 93 / 104 , Gen_loss: -0.3636517 MI_loss: 22.150494 Detection error: 0.010336101055145264 time: 3:53:27.379523
- B/E: 94 / 104 , Gen_loss: -0.3471291 MI_loss: 21.229534 Detection error: 0.01034998893737793 time: 3:53:28.241407
- B/E: 95 / 104 , Gen_loss: -0.36199802 MI_loss: 21.907652 Detection error: 0.01035219430923462 time: 3:53:29.199171
- B/E: 96 / 104 , Gen_loss: -0.3441051 MI_loss: 20.808916 Detection error: 0.010349571704864502 time: 3:53:30.060778
- B/E: 97 / 104 , Gen_loss: -0.3530249 MI_loss: 21.468914 Detection error: 0.010343432426452637 time: 3:53:30.923117
- B/E: 98 / 104 , Gen_loss: -0.36068133 MI_loss: 21.785896 Detection error: 0.010325133800506592 time: 3:53:31.786488
- B/E: 99 / 104 , Gen_loss: -0.34645924 MI_loss: 20.823292 Detection error: 0.010322213172912598 time: 3:53:32.647769
- B/E: 100 / 104 , Gen_loss: -0.35139853 MI_loss: 21.406197 Detection error: 0.010329842567443848 time: 3:53:33.519368
- B/E: 101 / 104 , Gen_loss: -0.3488806 MI_loss: 21.304249 Detection error: 0.010332703590393066 time: 3:53:34.378454
- B/E: 102 / 104 , Gen_loss: -0.35937172 MI_loss: 21.765682 Detection error: 0.010336160659790039 time: 3:53:35.242502
- B/E: 103 / 104 , Gen_loss: -0.35281903 MI_loss: 21.609333 Detection error: 0.010335922241210938 time: 3:53:36.105826
- B/E: 104 / 104 , Gen_loss: -0.35607803 MI_loss: 21.538328 Detection error: 0.010336041450500488 time: 3:53:36.968126
- B/E: 105 / 104 , Gen_loss: -0.35243598 MI_loss: 21.376757 Detection error: 0.010334312915802002 time: 3:53:37.828725
- B/E: 106 / 104 , Gen_loss: -0.35074562 MI_loss: 21.270378 Detection error: 0.01033937931060791 time: 3:53:38.602675
- B/E: 107 / 104 , Gen_loss: -0.35274288 MI_loss: 21.403078 Detection error: 0.010345220565795898 time: 3:53:39.458567
- B/E: 108 / 104 , Gen_loss: -0.35021025 MI_loss: 21.20075 Detection error: 0.010349512100219727 time: 3:53:40.244830
- B/E: 109 / 104 , Gen_loss: -0.35464188 MI_loss: 21.45694 Detection error: 0.010345458984375 time: 3:53:41.042050
- B/E: 110 / 104 , Gen_loss: -0.36123583 MI_loss: 21.890266 Detection error: 0.01033473014831543 time: 3:53:41.812122
- B/E: 111 / 104 , Gen_loss: -0.35347775 MI_loss: 21.344727 Detection error: 0.010331451892852783 time: 3:53:42.740102
- B/E: 112 / 104 , Gen_loss: -0.36597857 MI_loss: 22.242275 Detection error: 0.010327696800231934 time: 3:53:43.604172
- B/E: 113 / 104 , Gen_loss: -0.36160767 MI_loss: 22.043972 Detection error: 0.010332226753234863 time: 3:53:44.465725
- B/E: 114 / 104 , Gen_loss: -0.3476204 MI_loss: 21.16245 Detection error: 0.010336160659790039 time: 3:53:45.326767
- B/E: 115 / 104 , Gen_loss: -0.3505287 MI_loss: 21.078201 Detection error: 0.010327577590942383 time: 3:53:46.193279
- B/E: 116 / 104 , Gen_loss: -0.35616165 MI_loss: 21.698011 Detection error: 0.010334134101867676 time: 3:53:47.056495
- B/E: 117 / 104 , Gen_loss: -0.35541013 MI_loss: 21.666351 Detection error: 0.010331332683563232 time: 3:53:47.916866
- B/E: 118 / 104 , Gen_loss: -0.35469428 MI_loss: 21.535042 Detection error: 0.010328531265258789 time: 3:53:48.732177
- B/E: 119 / 104 , Gen_loss: -0.3495883 MI_loss: 20.98993 Detection error: 0.010326027870178223 time: 3:53:49.566402
- B/E: 120 / 104 , Gen_loss: -0.3549064 MI_loss: 21.562439 Detection error: 0.01032102108001709 time: 3:53:50.392107
- B/E: 121 / 104 , Gen_loss: -0.3459115 MI_loss: 21.130247 Detection error: 0.010328352451324463 time: 3:53:51.237263
- B/E: 122 / 104 , Gen_loss: -0.3542167 MI_loss: 21.38586 Detection error: 0.010323166847229004 time: 3:53:52.096361
- B/E: 123 / 104 , Gen_loss: -0.3485926 MI_loss: 21.009869 Detection error: 0.010315775871276855 time: 3:53:52.980442
- B/E: 124 / 104 , Gen_loss: -0.362437 MI_loss: 21.982449 Detection error: 0.010313749313354492 time: 3:53:53.840769
- B/E: 125 / 104 , Gen_loss: -0.34689206 MI_loss: 21.083076 Detection error: 0.010314464569091797 time: 3:53:54.700562
- B/E: 126 / 104 , Gen_loss: -0.35380122 MI_loss: 21.439367 Detection error: 0.010321617126464844 time: 3:53:55.560587
- B/E: 127 / 104 , Gen_loss: -0.34815004 MI_loss: 21.082092 Detection error: 0.010319352149963379 time: 3:53:56.537593
- B/E: 128 / 104 , Gen_loss: -0.35566917 MI_loss: 21.597446 Detection error: 0.010328233242034912 time: 3:53:57.401277
- B/E: 129 / 104 , Gen_loss: -0.34849742 MI_loss: 21.236177 Detection error: 0.010334372520446777 time: 3:53:58.265704
- B/E: 130 / 104 , Gen_loss: -0.35694927 MI_loss: 21.617592 Detection error: 0.010337293148040771 time: 3:53:59.127422
- B/E: 131 / 104 , Gen_loss: -0.34558704 MI_loss: 20.886314 Detection error: 0.010339975357055664 time: 3:54:00.009489
- B/E: 132 / 104 , Gen_loss: -0.35111856 MI_loss: 21.143223 Detection error: 0.010336697101593018 time: 3:54:00.867160
- B/E: 133 / 104 , Gen_loss: -0.35941327 MI_loss: 21.721363 Detection error: 0.010339558124542236 time: 3:54:01.723908
- B/E: 134 / 104 , Gen_loss: -0.3560905 MI_loss: 21.815306 Detection error: 0.010342836380004883 time: 3:54:02.599332
- B/E: 135 / 104 , Gen_loss: -0.36222404 MI_loss: 22.001034 Detection error: 0.01034557819366455 time: 3:54:03.458258
- B/E: 136 / 104 , Gen_loss: -0.3549334 MI_loss: 21.552824 Detection error: 0.010351300239562988 time: 3:54:04.317513
- B/E: 137 / 104 , Gen_loss: -0.3580471 MI_loss: 21.568365 Detection error: 0.010355532169342041 time: 3:54:05.177655
- B/E: 138 / 104 , Gen_loss: -0.36173218 MI_loss: 21.914608 Detection error: 0.010356366634368896 time: 3:54:06.035867
- B/E: 139 / 104 , Gen_loss: -0.35569507 MI_loss: 21.443268 Detection error: 0.01036226749420166 time: 3:54:06.888576
- B/E: 140 / 104 , Gen_loss: -0.34476826 MI_loss: 20.874638 Detection error: 0.01036059856414795 time: 3:54:07.706558
- B/E: 141 / 104 , Gen_loss: -0.35019907 MI_loss: 21.216373 Detection error: 0.010362029075622559 time: 3:54:08.563959
- B/E: 142 / 104 , Gen_loss: -0.3492517 MI_loss: 21.184738 Detection error: 0.01035994291305542 time: 3:54:09.420218
- B/E: 143 / 104 , Gen_loss: -0.3570884 MI_loss: 21.673223 Detection error: 0.010359585285186768 time: 3:54:10.359570
- B/E: 144 / 104 , Gen_loss: -0.35365027 MI_loss: 21.480543 Detection error: 0.010367035865783691 time: 3:54:11.220235
- B/E: 145 / 104 , Gen_loss: -0.351329 MI_loss: 21.414154 Detection error: 0.010371565818786621 time: 3:54:12.078917
- B/E: 146 / 104 , Gen_loss: -0.34620446 MI_loss: 21.059479 Detection error: 0.010375022888183594 time: 3:54:12.941615
- B/E: 147 / 104 , Gen_loss: -0.3646764 MI_loss: 22.025513 Detection error: 0.010375618934631348 time: 3:54:13.812043
- B/E: 148 / 104 , Gen_loss: -0.35472843 MI_loss: 21.520216 Detection error: 0.010376274585723877 time: 3:54:14.673387
- B/E: 149 / 104 , Gen_loss: -0.3586316 MI_loss: 21.852785 Detection error: 0.01038438081741333 time: 3:54:15.533120
-
- Test Loss: 10.595242 Test Error: 0.010950028896331787
- -----
- EPOCH: 105
- B/E: 0 / 105 , Gen_loss: -0.3610549 MI_loss: 21.841433 Detection error: 0.01087498664855957 time: 3:54:17.542661
- B/E: 1 / 105 , Gen_loss: -0.33663926 MI_loss: 20.52197 Detection error: 0.011281251907348633 time: 3:54:30.841152
- B/E: 2 / 105 , Gen_loss: -0.35248733 MI_loss: 21.44494 Detection error: 0.010635435581207275 time: 3:54:31.746835
- B/E: 3 / 105 , Gen_loss: -0.35572398 MI_loss: 21.706451 Detection error: 0.010593771934509277 time: 3:54:32.612817
- B/E: 4 / 105 , Gen_loss: -0.35490504 MI_loss: 21.572529 Detection error: 0.010506272315979004 time: 3:54:33.497364
- B/E: 5 / 105 , Gen_loss: -0.34065804 MI_loss: 20.769178 Detection error: 0.010536432266235352 time: 3:54:34.467106
- B/E: 6 / 105 , Gen_loss: -0.35331 MI_loss: 21.503967 Detection error: 0.010589301586151123 time: 3:54:35.255979
- B/E: 7 / 105 , Gen_loss: -0.34928745 MI_loss: 21.130209 Detection error: 0.010589838027954102 time: 3:54:36.006281
- B/E: 8 / 105 , Gen_loss: -0.36164725 MI_loss: 21.966625 Detection error: 0.010513901710510254 time: 3:54:36.756965
- B/E: 9 / 105 , Gen_loss: -0.36256576 MI_loss: 22.003815 Detection error: 0.010484397411346436 time: 3:54:37.611004
- B/E: 10 / 105 , Gen_loss: -0.3583683 MI_loss: 21.85101 Detection error: 0.010465919971466064 time: 3:54:38.470936
- B/E: 11 / 105 , Gen_loss: -0.35010877 MI_loss: 21.229471 Detection error: 0.010513007640838623 time: 3:54:39.329692
- B/E: 12 / 105 , Gen_loss: -0.3546964 MI_loss: 21.494328 Detection error: 0.010586559772491455 time: 3:54:40.189510
- B/E: 13 / 105 , Gen_loss: -0.35862893 MI_loss: 21.761332 Detection error: 0.01054239273071289 time: 3:54:41.053650
- B/E: 14 / 105 , Gen_loss: -0.35839272 MI_loss: 21.745256 Detection error: 0.010522902011871338 time: 3:54:41.912876
- B/E: 15 / 105 , Gen_loss: -0.35748607 MI_loss: 21.5043 Detection error: 0.010500013828277588 time: 3:54:42.773208
- B/E: 16 / 105 , Gen_loss: -0.35225913 MI_loss: 21.377441 Detection error: 0.010470569133758545 time: 3:54:43.636036
- B/E: 17 / 105 , Gen_loss: -0.35645846 MI_loss: 21.57958 Detection error: 0.010437488555908203 time: 3:54:44.500540
- B/E: 18 / 105 , Gen_loss: -0.34964985 MI_loss: 21.146069 Detection error: 0.010386526584625244 time: 3:54:45.361688
- B/E: 19 / 105 , Gen_loss: -0.3417402 MI_loss: 20.905455 Detection error: 0.010398447513580322 time: 3:54:46.249763
- B/E: 20 / 105 , Gen_loss: -0.36367965 MI_loss: 21.984009 Detection error: 0.010421156883239746 time: 3:54:47.191355
- B/E: 21 / 105 , Gen_loss: -0.35116988 MI_loss: 21.139938 Detection error: 0.010428965091705322 time: 3:54:48.060961
- B/E: 22 / 105 , Gen_loss: -0.36044964 MI_loss: 21.705776 Detection error: 0.01038450002670288 time: 3:54:48.924168
- B/E: 23 / 105 , Gen_loss: -0.36004373 MI_loss: 21.737568 Detection error: 0.010360658168792725 time: 3:54:49.777979
- B/E: 24 / 105 , Gen_loss: -0.35112375 MI_loss: 21.334076 Detection error: 0.010378777980804443 time: 3:54:50.531412
- B/E: 25 / 105 , Gen_loss: -0.34400317 MI_loss: 20.763206 Detection error: 0.010390639305114746 time: 3:54:51.311976
- B/E: 26 / 105 , Gen_loss: -0.34048888 MI_loss: 20.773748 Detection error: 0.01043635606765747 time: 3:54:52.184482
- B/E: 27 / 105 , Gen_loss: -0.34783682 MI_loss: 21.176952 Detection error: 0.01044529676437378 time: 3:54:53.044404
- B/E: 28 / 105 , Gen_loss: -0.35709405 MI_loss: 21.718428 Detection error: 0.010445058345794678 time: 3:54:53.907912
- B/E: 29 / 105 , Gen_loss: -0.366484 MI_loss: 22.304955 Detection error: 0.010467708110809326 time: 3:54:54.759813
- B/E: 30 / 105 , Gen_loss: -0.35371885 MI_loss: 21.310564 Detection error: 0.01043546199798584 time: 3:54:55.619542
- B/E: 31 / 105 , Gen_loss: -0.35746837 MI_loss: 21.532766 Detection error: 0.010410130023956299 time: 3:54:56.480722
- B/E: 32 / 105 , Gen_loss: -0.35424307 MI_loss: 21.545612 Detection error: 0.010419487953186035 time: 3:54:57.247280
- B/E: 33 / 105 , Gen_loss: -0.35048264 MI_loss: 21.255816 Detection error: 0.010387837886810303 time: 3:54:58.014712
- B/E: 34 / 105 , Gen_loss: -0.35716346 MI_loss: 21.575386 Detection error: 0.010400891304016113 time: 3:54:58.861000
- B/E: 35 / 105 , Gen_loss: -0.36875924 MI_loss: 22.403591 Detection error: 0.010381937026977539 time: 3:54:59.722102
- B/E: 36 / 105 , Gen_loss: -0.35863993 MI_loss: 21.699598 Detection error: 0.01037752628326416 time: 3:55:00.672209
- B/E: 37 / 105 , Gen_loss: -0.35808983 MI_loss: 21.580635 Detection error: 0.010361850261688232 time: 3:55:01.543541
- B/E: 38 / 105 , Gen_loss: -0.3472417 MI_loss: 21.07319 Detection error: 0.010383784770965576 time: 3:55:02.432982
- B/E: 39 / 105 , Gen_loss: -0.35880023 MI_loss: 21.760162 Detection error: 0.010362505912780762 time: 3:55:03.292303
- B/E: 40 / 105 , Gen_loss: -0.36953562 MI_loss: 22.456257 Detection error: 0.010362803936004639 time: 3:55:04.126079
- B/E: 41 / 105 , Gen_loss: -0.36017147 MI_loss: 22.007046 Detection error: 0.010353446006774902 time: 3:55:05.037005
- B/E: 42 / 105 , Gen_loss: -0.36115223 MI_loss: 21.861963 Detection error: 0.01035463809967041 time: 3:55:05.907387
- B/E: 43 / 105 , Gen_loss: -0.3584996 MI_loss: 21.69312 Detection error: 0.010350823402404785 time: 3:55:06.768328
- B/E: 44 / 105 , Gen_loss: -0.35214338 MI_loss: 21.328487 Detection error: 0.010368049144744873 time: 3:55:07.628017
- B/E: 45 / 105 , Gen_loss: -0.35802078 MI_loss: 21.634186 Detection error: 0.010367512702941895 time: 3:55:08.585021
- B/E: 46 / 105 , Gen_loss: -0.3492493 MI_loss: 21.1331 Detection error: 0.01037299633026123 time: 3:55:09.454209
- B/E: 47 / 105 , Gen_loss: -0.35737187 MI_loss: 21.514639 Detection error: 0.010363936424255371 time: 3:55:10.315728
- B/E: 48 / 105 , Gen_loss: -0.35902315 MI_loss: 21.827366 Detection error: 0.010380744934082031 time: 3:55:11.179261
- B/E: 49 / 105 , Gen_loss: -0.3460641 MI_loss: 21.04397 Detection error: 0.010381221771240234 time: 3:55:12.064772
- B/E: 50 / 105 , Gen_loss: -0.35943744 MI_loss: 21.810291 Detection error: 0.010378658771514893 time: 3:55:12.928223
- B/E: 51 / 105 , Gen_loss: -0.34618047 MI_loss: 21.034393 Detection error: 0.010398447513580322 time: 3:55:13.789645
- B/E: 52 / 105 , Gen_loss: -0.36348814 MI_loss: 21.847775 Detection error: 0.010372638702392578 time: 3:55:14.749382
- B/E: 53 / 105 , Gen_loss: -0.36603752 MI_loss: 22.230469 Detection error: 0.010392963886260986 time: 3:55:15.611607
- B/E: 54 / 105 , Gen_loss: -0.35759705 MI_loss: 21.712744 Detection error: 0.010391473770141602 time: 3:55:16.396843
- B/E: 55 / 105 , Gen_loss: -0.35898438 MI_loss: 21.651356 Detection error: 0.010366618633270264 time: 3:55:17.159654
- B/E: 56 / 105 , Gen_loss: -0.36141548 MI_loss: 21.946499 Detection error: 0.010351955890655518 time: 3:55:18.033877
- B/E: 57 / 105 , Gen_loss: -0.35799745 MI_loss: 21.633799 Detection error: 0.01034480333328247 time: 3:55:18.894191
- B/E: 58 / 105 , Gen_loss: -0.3565445 MI_loss: 21.60772 Detection error: 0.010336875915527344 time: 3:55:19.757646
- B/E: 59 / 105 , Gen_loss: -0.36311743 MI_loss: 21.980482 Detection error: 0.010359346866607666 time: 3:55:20.618123
- B/E: 60 / 105 , Gen_loss: -0.35562807 MI_loss: 21.601585 Detection error: 0.01035451889038086 time: 3:55:21.480026
- B/E: 61 / 105 , Gen_loss: -0.35007796 MI_loss: 21.20484 Detection error: 0.010347306728363037 time: 3:55:22.340501
- B/E: 62 / 105 , Gen_loss: -0.3519039 MI_loss: 21.325617 Detection error: 0.010351181030273438 time: 3:55:23.204635
- B/E: 63 / 105 , Gen_loss: -0.3498257 MI_loss: 21.186676 Detection error: 0.010346651077270508 time: 3:55:24.062365
- B/E: 64 / 105 , Gen_loss: -0.3562772 MI_loss: 21.68355 Detection error: 0.010342776775360107 time: 3:55:24.920683
- B/E: 65 / 105 , Gen_loss: -0.35277253 MI_loss: 21.342104 Detection error: 0.010335206985473633 time: 3:55:25.777981
- B/E: 66 / 105 , Gen_loss: -0.35492882 MI_loss: 21.502008 Detection error: 0.0103377103805542 time: 3:55:26.642047
- B/E: 67 / 105 , Gen_loss: -0.3610438 MI_loss: 21.771166 Detection error: 0.010323524475097656 time: 3:55:27.501836
- B/E: 68 / 105 , Gen_loss: -0.354218 MI_loss: 21.531109 Detection error: 0.010330617427825928 time: 3:55:28.441947
- B/E: 69 / 105 , Gen_loss: -0.35970658 MI_loss: 21.963232 Detection error: 0.010342836380004883 time: 3:55:29.302132
- B/E: 70 / 105 , Gen_loss: -0.35763004 MI_loss: 21.71987 Detection error: 0.010332286357879639 time: 3:55:30.167989
- B/E: 71 / 105 , Gen_loss: -0.35499734 MI_loss: 21.463331 Detection error: 0.010333776473999023 time: 3:55:31.028850
- B/E: 72 / 105 , Gen_loss: -0.3544494 MI_loss: 21.61168 Detection error: 0.010332167148590088 time: 3:55:31.887993
- B/E: 73 / 105 , Gen_loss: -0.34836623 MI_loss: 21.044903 Detection error: 0.010318398475646973 time: 3:55:32.748787
- B/E: 74 / 105 , Gen_loss: -0.36377856 MI_loss: 22.15923 Detection error: 0.01032167673110962 time: 3:55:33.614002
- B/E: 75 / 105 , Gen_loss: -0.34775496 MI_loss: 21.07153 Detection error: 0.010315358638763428 time: 3:55:34.473118
- B/E: 76 / 105 , Gen_loss: -0.3496208 MI_loss: 21.308111 Detection error: 0.010326683521270752 time: 3:55:35.331355
- B/E: 77 / 105 , Gen_loss: -0.3616259 MI_loss: 21.840893 Detection error: 0.010320127010345459 time: 3:55:36.192352
- B/E: 78 / 105 , Gen_loss: -0.353233 MI_loss: 21.396702 Detection error: 0.010312914848327637 time: 3:55:37.057170
- B/E: 79 / 105 , Gen_loss: -0.35457718 MI_loss: 21.43292 Detection error: 0.01033318042755127 time: 3:55:37.915557
- B/E: 80 / 105 , Gen_loss: -0.36204624 MI_loss: 21.913004 Detection error: 0.010341405868530273 time: 3:55:38.778767
- B/E: 81 / 105 , Gen_loss: -0.35493708 MI_loss: 21.569103 Detection error: 0.010335743427276611 time: 3:55:39.639736
- B/E: 82 / 105 , Gen_loss: -0.3564232 MI_loss: 21.60834 Detection error: 0.010327935218811035 time: 3:55:40.507417
- B/E: 83 / 105 , Gen_loss: -0.3504159 MI_loss: 21.358921 Detection error: 0.010338902473449707 time: 3:55:41.368940
- B/E: 84 / 105 , Gen_loss: -0.34902588 MI_loss: 21.222065 Detection error: 0.010339319705963135 time: 3:55:42.332526
- B/E: 85 / 105 , Gen_loss: -0.3547372 MI_loss: 21.161655 Detection error: 0.010317206382751465 time: 3:55:43.196087
- B/E: 86 / 105 , Gen_loss: -0.3552131 MI_loss: 21.633413 Detection error: 0.010319352149963379 time: 3:55:44.094170
- B/E: 87 / 105 , Gen_loss: -0.3660402 MI_loss: 22.19259 Detection error: 0.010303258895874023 time: 3:55:44.952697
- B/E: 88 / 105 , Gen_loss: -0.3526471 MI_loss: 21.501171 Detection error: 0.01029425859451294 time: 3:55:45.810063
- B/E: 89 / 105 , Gen_loss: -0.3596479 MI_loss: 21.823286 Detection error: 0.010304152965545654 time: 3:55:46.666599
- B/E: 90 / 105 , Gen_loss: -0.3461612 MI_loss: 20.90085 Detection error: 0.010301828384399414 time: 3:55:47.549690
- B/E: 91 / 105 , Gen_loss: -0.3539181 MI_loss: 21.476912 Detection error: 0.010309100151062012 time: 3:55:48.409578
- B/E: 92 / 105 , Gen_loss: -0.34644267 MI_loss: 20.878754 Detection error: 0.010298728942871094 time: 3:55:49.268624
- B/E: 93 / 105 , Gen_loss: -0.3476139 MI_loss: 21.047226 Detection error: 0.010300517082214355 time: 3:55:50.132283
- B/E: 94 / 105 , Gen_loss: -0.3510929 MI_loss: 21.271446 Detection error: 0.01030951738357544 time: 3:55:51.012998
- B/E: 95 / 105 , Gen_loss: -0.3405796 MI_loss: 20.665417 Detection error: 0.010316431522369385 time: 3:55:51.872974
- B/E: 96 / 105 , Gen_loss: -0.3505221 MI_loss: 21.255037 Detection error: 0.01030796766281128 time: 3:55:52.732775
- B/E: 97 / 105 , Gen_loss: -0.35527307 MI_loss: 21.524853 Detection error: 0.010306775569915771 time: 3:55:53.593310
- B/E: 98 / 105 , Gen_loss: -0.35303587 MI_loss: 21.184544 Detection error: 0.010289430618286133 time: 3:55:54.457183
- B/E: 99 / 105 , Gen_loss: -0.3468789 MI_loss: 21.050625 Detection error: 0.010291576385498047 time: 3:55:55.318650
- B/E: 100 / 105 , Gen_loss: -0.34611434 MI_loss: 20.991213 Detection error: 0.010292410850524902 time: 3:55:56.282894
- B/E: 101 / 105 , Gen_loss: -0.36346456 MI_loss: 22.01542 Detection error: 0.010299623012542725 time: 3:55:57.142676
- B/E: 102 / 105 , Gen_loss: -0.35070318 MI_loss: 21.34238 Detection error: 0.010302186012268066 time: 3:55:58.014143
- B/E: 103 / 105 , Gen_loss: -0.35020533 MI_loss: 21.14162 Detection error: 0.010299265384674072 time: 3:55:58.876079
- B/E: 104 / 105 , Gen_loss: -0.35755306 MI_loss: 21.758171 Detection error: 0.010304749011993408 time: 3:55:59.737392
- B/E: 105 / 105 , Gen_loss: -0.35406002 MI_loss: 21.415194 Detection error: 0.01029980182647705 time: 3:56:00.598994
- B/E: 106 / 105 , Gen_loss: -0.34956095 MI_loss: 21.257269 Detection error: 0.010303735733032227 time: 3:56:01.463286
- B/E: 107 / 105 , Gen_loss: -0.353161 MI_loss: 21.424158 Detection error: 0.01030498743057251 time: 3:56:02.327659
- B/E: 108 / 105 , Gen_loss: -0.3518836 MI_loss: 21.333605 Detection error: 0.010311365127563477 time: 3:56:03.189609
- B/E: 109 / 105 , Gen_loss: -0.36009943 MI_loss: 21.728388 Detection error: 0.010304808616638184 time: 3:56:04.031185
- B/E: 110 / 105 , Gen_loss: -0.35563335 MI_loss: 21.421518 Detection error: 0.010298728942871094 time: 3:56:04.894021
- B/E: 111 / 105 , Gen_loss: -0.35785076 MI_loss: 21.575848 Detection error: 0.010298848152160645 time: 3:56:05.755015
- B/E: 112 / 105 , Gen_loss: -0.36193445 MI_loss: 21.948465 Detection error: 0.010293722152709961 time: 3:56:06.616413
- B/E: 113 / 105 , Gen_loss: -0.3501738 MI_loss: 21.29007 Detection error: 0.010297417640686035 time: 3:56:07.475410
- B/E: 114 / 105 , Gen_loss: -0.36545593 MI_loss: 22.255604 Detection error: 0.010297834873199463 time: 3:56:08.337217
- B/E: 115 / 105 , Gen_loss: -0.36259338 MI_loss: 21.864243 Detection error: 0.010295271873474121 time: 3:56:09.198230
- B/E: 116 / 105 , Gen_loss: -0.35678425 MI_loss: 21.476181 Detection error: 0.010296463966369629 time: 3:56:10.136753
- B/E: 117 / 105 , Gen_loss: -0.34668073 MI_loss: 21.092648 Detection error: 0.010299265384674072 time: 3:56:10.998717
- B/E: 118 / 105 , Gen_loss: -0.35674474 MI_loss: 21.55566 Detection error: 0.01029437780380249 time: 3:56:11.863222
- B/E: 119 / 105 , Gen_loss: -0.33933035 MI_loss: 20.629297 Detection error: 0.010293245315551758 time: 3:56:12.721308
- B/E: 120 / 105 , Gen_loss: -0.3496391 MI_loss: 21.397947 Detection error: 0.010289490222930908 time: 3:56:13.584901
- B/E: 121 / 105 , Gen_loss: -0.3560438 MI_loss: 21.615765 Detection error: 0.010295867919921875 time: 3:56:14.444039
- B/E: 122 / 105 , Gen_loss: -0.35562482 MI_loss: 21.45237 Detection error: 0.010289609432220459 time: 3:56:15.307774
- B/E: 123 / 105 , Gen_loss: -0.3493189 MI_loss: 21.03812 Detection error: 0.010284781455993652 time: 3:56:16.093317
- B/E: 124 / 105 , Gen_loss: -0.34961534 MI_loss: 21.265873 Detection error: 0.010286271572113037 time: 3:56:16.845414
- B/E: 125 / 105 , Gen_loss: -0.34913424 MI_loss: 21.081093 Detection error: 0.010289430618286133 time: 3:56:17.598142
- B/E: 126 / 105 , Gen_loss: -0.35948345 MI_loss: 21.889275 Detection error: 0.010293543338775635 time: 3:56:18.368913
- B/E: 127 / 105 , Gen_loss: -0.3552833 MI_loss: 21.500435 Detection error: 0.010291993618011475 time: 3:56:19.219930
- B/E: 128 / 105 , Gen_loss: -0.35285679 MI_loss: 21.366404 Detection error: 0.010297715663909912 time: 3:56:20.077216
- B/E: 129 / 105 , Gen_loss: -0.35293773 MI_loss: 21.425987 Detection error: 0.010306239128112793 time: 3:56:20.935354
- B/E: 130 / 105 , Gen_loss: -0.34800395 MI_loss: 21.186544 Detection error: 0.01031559705734253 time: 3:56:21.787647
- B/E: 131 / 105 , Gen_loss: -0.35912353 MI_loss: 21.761293 Detection error: 0.010316550731658936 time: 3:56:22.683804
- B/E: 132 / 105 , Gen_loss: -0.36632612 MI_loss: 22.238663 Detection error: 0.010310173034667969 time: 3:56:23.630637
- B/E: 133 / 105 , Gen_loss: -0.3664511 MI_loss: 22.262133 Detection error: 0.01031714677810669 time: 3:56:24.489502
- B/E: 134 / 105 , Gen_loss: -0.3605868 MI_loss: 21.959309 Detection error: 0.010324537754058838 time: 3:56:25.350739
- B/E: 135 / 105 , Gen_loss: -0.3541378 MI_loss: 21.55889 Detection error: 0.010326743125915527 time: 3:56:26.237895
- B/E: 136 / 105 , Gen_loss: -0.3516668 MI_loss: 21.355717 Detection error: 0.010327339172363281 time: 3:56:27.097803
- B/E: 137 / 105 , Gen_loss: -0.35352802 MI_loss: 21.449995 Detection error: 0.010331273078918457 time: 3:56:27.959311
- B/E: 138 / 105 , Gen_loss: -0.3427621 MI_loss: 20.776976 Detection error: 0.010336995124816895 time: 3:56:28.788201
- B/E: 139 / 105 , Gen_loss: -0.35181227 MI_loss: 21.355616 Detection error: 0.010339081287384033 time: 3:56:29.560618
- B/E: 140 / 105 , Gen_loss: -0.35384375 MI_loss: 21.540653 Detection error: 0.010341286659240723 time: 3:56:30.352111
- B/E: 141 / 105 , Gen_loss: -0.35278302 MI_loss: 21.230639 Detection error: 0.010338664054870605 time: 3:56:31.225681
- B/E: 142 / 105 , Gen_loss: -0.36191726 MI_loss: 22.060875 Detection error: 0.01034003496170044 time: 3:56:32.084360
- B/E: 143 / 105 , Gen_loss: -0.36196053 MI_loss: 21.999023 Detection error: 0.01034003496170044 time: 3:56:32.946249
- B/E: 144 / 105 , Gen_loss: -0.35757926 MI_loss: 21.70831 Detection error: 0.010343313217163086 time: 3:56:33.804613
- B/E: 145 / 105 , Gen_loss: -0.33788452 MI_loss: 20.569847 Detection error: 0.0103529691696167 time: 3:56:34.680458
- B/E: 146 / 105 , Gen_loss: -0.356154 MI_loss: 21.334984 Detection error: 0.01035374402999878 time: 3:56:35.538361
- B/E: 147 / 105 , Gen_loss: -0.3536489 MI_loss: 21.465397 Detection error: 0.010359346866607666 time: 3:56:36.400493
- B/E: 148 / 105 , Gen_loss: -0.35203645 MI_loss: 21.240326 Detection error: 0.010358870029449463 time: 3:56:37.296581
- B/E: 149 / 105 , Gen_loss: -0.36000803 MI_loss: 21.94997 Detection error: 0.01036834716796875 time: 3:56:38.169072
-
- Test Loss: 10.565601 Test Error: 0.010966658592224121
- -----
- EPOCH: 106
- B/E: 0 / 106 , Gen_loss: -0.37552786 MI_loss: 22.591976 Detection error: 0.011031270027160645 time: 3:56:40.159658
- B/E: 1 / 106 , Gen_loss: -0.34673983 MI_loss: 20.999094 Detection error: 0.011187493801116943 time: 3:56:53.651589
- B/E: 2 / 106 , Gen_loss: -0.35756737 MI_loss: 21.541027 Detection error: 0.010697901248931885 time: 3:56:54.537646
- B/E: 3 / 106 , Gen_loss: -0.3410526 MI_loss: 20.773777 Detection error: 0.010570287704467773 time: 3:56:55.405584
- B/E: 4 / 106 , Gen_loss: -0.3593245 MI_loss: 21.823687 Detection error: 0.01048123836517334 time: 3:56:56.269197
- B/E: 5 / 106 , Gen_loss: -0.3515062 MI_loss: 21.35614 Detection error: 0.010484397411346436 time: 3:56:57.091307
- B/E: 6 / 106 , Gen_loss: -0.3488688 MI_loss: 21.187796 Detection error: 0.010508954524993896 time: 3:56:57.854800
- B/E: 7 / 106 , Gen_loss: -0.34276098 MI_loss: 20.9473 Detection error: 0.010503888130187988 time: 3:56:58.726611
- B/E: 8 / 106 , Gen_loss: -0.35273057 MI_loss: 21.424421 Detection error: 0.010430574417114258 time: 3:56:59.595406
- B/E: 9 / 106 , Gen_loss: -0.36286914 MI_loss: 22.112974 Detection error: 0.01042187213897705 time: 3:57:00.459446
- B/E: 10 / 106 , Gen_loss: -0.35806105 MI_loss: 21.637863 Detection error: 0.010437488555908203 time: 3:57:01.406962
- B/E: 11 / 106 , Gen_loss: -0.35241947 MI_loss: 21.343092 Detection error: 0.010473966598510742 time: 3:57:02.266606
- B/E: 12 / 106 , Gen_loss: -0.36257827 MI_loss: 22.026728 Detection error: 0.01056969165802002 time: 3:57:03.148052
- B/E: 13 / 106 , Gen_loss: -0.35551837 MI_loss: 21.488659 Detection error: 0.010504484176635742 time: 3:57:04.024168
- B/E: 14 / 106 , Gen_loss: -0.36063766 MI_loss: 21.785414 Detection error: 0.01049584150314331 time: 3:57:04.896687
- B/E: 15 / 106 , Gen_loss: -0.35128686 MI_loss: 21.338276 Detection error: 0.010468721389770508 time: 3:57:05.760368
- B/E: 16 / 106 , Gen_loss: -0.35503685 MI_loss: 21.491936 Detection error: 0.010424613952636719 time: 3:57:06.639340
- B/E: 17 / 106 , Gen_loss: -0.36025327 MI_loss: 21.762526 Detection error: 0.010411441326141357 time: 3:57:07.501012
- B/E: 18 / 106 , Gen_loss: -0.35230914 MI_loss: 21.330265 Detection error: 0.010381579399108887 time: 3:57:08.364895
- B/E: 19 / 106 , Gen_loss: -0.35551712 MI_loss: 21.638226 Detection error: 0.010364055633544922 time: 3:57:09.222392
- B/E: 20 / 106 , Gen_loss: -0.35231456 MI_loss: 21.404137 Detection error: 0.010383903980255127 time: 3:57:10.082487
- B/E: 21 / 106 , Gen_loss: -0.35203817 MI_loss: 21.272018 Detection error: 0.010396301746368408 time: 3:57:10.945877
- B/E: 22 / 106 , Gen_loss: -0.35979155 MI_loss: 21.801672 Detection error: 0.010358691215515137 time: 3:57:11.805697
- B/E: 23 / 106 , Gen_loss: -0.3480954 MI_loss: 21.149796 Detection error: 0.010372400283813477 time: 3:57:12.675025
- B/E: 24 / 106 , Gen_loss: -0.35112405 MI_loss: 21.155195 Detection error: 0.010371267795562744 time: 3:57:13.540906
- B/E: 25 / 106 , Gen_loss: -0.35071227 MI_loss: 21.18708 Detection error: 0.010376214981079102 time: 3:57:14.506169
- B/E: 26 / 106 , Gen_loss: -0.34854424 MI_loss: 21.215343 Detection error: 0.01043635606765747 time: 3:57:15.378815
- B/E: 27 / 106 , Gen_loss: -0.35642064 MI_loss: 21.700432 Detection error: 0.01043635606765747 time: 3:57:16.236944
- B/E: 28 / 106 , Gen_loss: -0.35615718 MI_loss: 21.708145 Detection error: 0.010455846786499023 time: 3:57:17.098968
- B/E: 29 / 106 , Gen_loss: -0.3562124 MI_loss: 21.603148 Detection error: 0.010460436344146729 time: 3:57:17.955419
- B/E: 30 / 106 , Gen_loss: -0.35387525 MI_loss: 21.445698 Detection error: 0.010436475276947021 time: 3:57:18.814843
- B/E: 31 / 106 , Gen_loss: -0.35046136 MI_loss: 21.218737 Detection error: 0.010409176349639893 time: 3:57:19.678018
- B/E: 32 / 106 , Gen_loss: -0.3457139 MI_loss: 21.029476 Detection error: 0.010405302047729492 time: 3:57:20.542536
- B/E: 33 / 106 , Gen_loss: -0.3499541 MI_loss: 21.201302 Detection error: 0.010385096073150635 time: 3:57:21.340838
- B/E: 34 / 106 , Gen_loss: -0.3489721 MI_loss: 21.215029 Detection error: 0.010375916957855225 time: 3:57:22.093187
- B/E: 35 / 106 , Gen_loss: -0.3551673 MI_loss: 21.424435 Detection error: 0.010371506214141846 time: 3:57:22.845412
- B/E: 36 / 106 , Gen_loss: -0.3599354 MI_loss: 21.751268 Detection error: 0.010358095169067383 time: 3:57:23.644929
- B/E: 37 / 106 , Gen_loss: -0.3571638 MI_loss: 21.569593 Detection error: 0.010363459587097168 time: 3:57:24.519610
- B/E: 38 / 106 , Gen_loss: -0.34391096 MI_loss: 20.825401 Detection error: 0.010371804237365723 time: 3:57:25.380368
- B/E: 39 / 106 , Gen_loss: -0.34771854 MI_loss: 20.995766 Detection error: 0.010352373123168945 time: 3:57:26.241885
- B/E: 40 / 106 , Gen_loss: -0.3503733 MI_loss: 21.27481 Detection error: 0.010355174541473389 time: 3:57:27.113448
- B/E: 41 / 106 , Gen_loss: -0.3679042 MI_loss: 22.326622 Detection error: 0.010358631610870361 time: 3:57:28.064499
- B/E: 42 / 106 , Gen_loss: -0.36632553 MI_loss: 22.044449 Detection error: 0.010328471660614014 time: 3:57:28.923128
- B/E: 43 / 106 , Gen_loss: -0.3561865 MI_loss: 21.490852 Detection error: 0.010345160961151123 time: 3:57:29.798277
- B/E: 44 / 106 , Gen_loss: -0.3609104 MI_loss: 21.900919 Detection error: 0.010347247123718262 time: 3:57:30.657197
- B/E: 45 / 106 , Gen_loss: -0.3519592 MI_loss: 21.227608 Detection error: 0.010349869728088379 time: 3:57:31.518703
- B/E: 46 / 106 , Gen_loss: -0.35798994 MI_loss: 21.69346 Detection error: 0.010361015796661377 time: 3:57:32.378023
- B/E: 47 / 106 , Gen_loss: -0.35563293 MI_loss: 21.64185 Detection error: 0.010354161262512207 time: 3:57:33.236930
- B/E: 48 / 106 , Gen_loss: -0.35962403 MI_loss: 21.889557 Detection error: 0.010376930236816406 time: 3:57:34.097219
- B/E: 49 / 106 , Gen_loss: -0.36346525 MI_loss: 21.994576 Detection error: 0.010378122329711914 time: 3:57:34.963318
- B/E: 50 / 106 , Gen_loss: -0.34514138 MI_loss: 21.055378 Detection error: 0.010394632816314697 time: 3:57:35.824563
- B/E: 51 / 106 , Gen_loss: -0.36337596 MI_loss: 22.135447 Detection error: 0.010380983352661133 time: 3:57:36.683037
- B/E: 52 / 106 , Gen_loss: -0.35977384 MI_loss: 21.826084 Detection error: 0.010377943515777588 time: 3:57:37.541173
- B/E: 53 / 106 , Gen_loss: -0.34979597 MI_loss: 21.163345 Detection error: 0.01038891077041626 time: 3:57:38.415144
- B/E: 54 / 106 , Gen_loss: -0.36275387 MI_loss: 21.970936 Detection error: 0.010389745235443115 time: 3:57:39.274041
- B/E: 55 / 106 , Gen_loss: -0.35927194 MI_loss: 21.783031 Detection error: 0.010369956493377686 time: 3:57:40.131515
- B/E: 56 / 106 , Gen_loss: -0.3601554 MI_loss: 21.767927 Detection error: 0.010345935821533203 time: 3:57:40.988938
- B/E: 57 / 106 , Gen_loss: -0.3607315 MI_loss: 21.915577 Detection error: 0.010339438915252686 time: 3:57:41.956531
- B/E: 58 / 106 , Gen_loss: -0.35913327 MI_loss: 21.815971 Detection error: 0.01032942533493042 time: 3:57:42.819905
- B/E: 59 / 106 , Gen_loss: -0.348245 MI_loss: 21.22414 Detection error: 0.010359346866607666 time: 3:57:43.682815
- B/E: 60 / 106 , Gen_loss: -0.36125323 MI_loss: 21.812513 Detection error: 0.010344266891479492 time: 3:57:44.555292
- B/E: 61 / 106 , Gen_loss: -0.35697442 MI_loss: 21.699076 Detection error: 0.010351300239562988 time: 3:57:45.437288
- B/E: 62 / 106 , Gen_loss: -0.35814434 MI_loss: 21.746899 Detection error: 0.01035219430923462 time: 3:57:46.299101
- B/E: 63 / 106 , Gen_loss: -0.35985065 MI_loss: 21.824442 Detection error: 0.010347187519073486 time: 3:57:47.157830
- B/E: 64 / 106 , Gen_loss: -0.36481565 MI_loss: 22.07673 Detection error: 0.010340869426727295 time: 3:57:48.019347
- B/E: 65 / 106 , Gen_loss: -0.35809985 MI_loss: 21.681707 Detection error: 0.01033473014831543 time: 3:57:48.884215
- B/E: 66 / 106 , Gen_loss: -0.3640302 MI_loss: 22.174997 Detection error: 0.010334908962249756 time: 3:57:49.746215
- B/E: 67 / 106 , Gen_loss: -0.35824522 MI_loss: 21.749323 Detection error: 0.010324478149414062 time: 3:57:50.607825
- B/E: 68 / 106 , Gen_loss: -0.34536204 MI_loss: 20.837898 Detection error: 0.010329723358154297 time: 3:57:51.465894
- B/E: 69 / 106 , Gen_loss: -0.347003 MI_loss: 21.013931 Detection error: 0.010333061218261719 time: 3:57:52.326732
- B/E: 70 / 106 , Gen_loss: -0.35402662 MI_loss: 21.590267 Detection error: 0.010331451892852783 time: 3:57:53.187283
- B/E: 71 / 106 , Gen_loss: -0.33598006 MI_loss: 20.398417 Detection error: 0.010332882404327393 time: 3:57:54.048345
- B/E: 72 / 106 , Gen_loss: -0.37045863 MI_loss: 22.511461 Detection error: 0.010326623916625977 time: 3:57:54.910186
- B/E: 73 / 106 , Gen_loss: -0.35679084 MI_loss: 21.7049 Detection error: 0.010325193405151367 time: 3:57:55.871273
- B/E: 74 / 106 , Gen_loss: -0.35521075 MI_loss: 21.481955 Detection error: 0.01031583547592163 time: 3:57:56.731032
- B/E: 75 / 106 , Gen_loss: -0.35258192 MI_loss: 21.498837 Detection error: 0.010315358638763428 time: 3:57:57.591787
- B/E: 76 / 106 , Gen_loss: -0.35759512 MI_loss: 21.757973 Detection error: 0.010321438312530518 time: 3:57:58.451544
- B/E: 77 / 106 , Gen_loss: -0.3650825 MI_loss: 22.072784 Detection error: 0.010312080383300781 time: 3:57:59.314499
- B/E: 78 / 106 , Gen_loss: -0.35916802 MI_loss: 21.740297 Detection error: 0.01030498743057251 time: 3:58:00.175228
- B/E: 79 / 106 , Gen_loss: -0.35860682 MI_loss: 21.654003 Detection error: 0.010325014591217041 time: 3:58:01.033903
- B/E: 80 / 106 , Gen_loss: -0.35758194 MI_loss: 21.640678 Detection error: 0.010334134101867676 time: 3:58:01.895410
- B/E: 81 / 106 , Gen_loss: -0.35634294 MI_loss: 21.618378 Detection error: 0.010325431823730469 time: 3:58:02.760461
- B/E: 82 / 106 , Gen_loss: -0.3616205 MI_loss: 21.988493 Detection error: 0.010326027870178223 time: 3:58:03.625035
- B/E: 83 / 106 , Gen_loss: -0.351569 MI_loss: 21.285858 Detection error: 0.010326981544494629 time: 3:58:04.484185
- B/E: 84 / 106 , Gen_loss: -0.35763142 MI_loss: 21.632925 Detection error: 0.0103224515914917 time: 3:58:05.343310
- B/E: 85 / 106 , Gen_loss: -0.3621744 MI_loss: 21.725695 Detection error: 0.01030266284942627 time: 3:58:06.215935
- B/E: 86 / 106 , Gen_loss: -0.35540646 MI_loss: 21.50859 Detection error: 0.010303497314453125 time: 3:58:07.075532
- B/E: 87 / 106 , Gen_loss: -0.35561737 MI_loss: 21.58836 Detection error: 0.010293662548065186 time: 3:58:07.936005
- B/E: 88 / 106 , Gen_loss: -0.35500106 MI_loss: 21.487925 Detection error: 0.0102805495262146 time: 3:58:08.793854
- B/E: 89 / 106 , Gen_loss: -0.35174003 MI_loss: 21.431946 Detection error: 0.010292351245880127 time: 3:58:09.746375
- B/E: 90 / 106 , Gen_loss: -0.35099173 MI_loss: 21.322962 Detection error: 0.010288119316101074 time: 3:58:10.576805
- B/E: 91 / 106 , Gen_loss: -0.35210672 MI_loss: 21.243382 Detection error: 0.010295867919921875 time: 3:58:11.425737
- B/E: 92 / 106 , Gen_loss: -0.36403644 MI_loss: 22.080507 Detection error: 0.010283589363098145 time: 3:58:12.285668
- B/E: 93 / 106 , Gen_loss: -0.36011025 MI_loss: 21.952225 Detection error: 0.010282576084136963 time: 3:58:13.122318
- B/E: 94 / 106 , Gen_loss: -0.35918295 MI_loss: 21.898006 Detection error: 0.010306239128112793 time: 3:58:13.876773
- B/E: 95 / 106 , Gen_loss: -0.3471927 MI_loss: 21.122456 Detection error: 0.010308921337127686 time: 3:58:14.632703
- B/E: 96 / 106 , Gen_loss: -0.3578938 MI_loss: 21.5836 Detection error: 0.010299265384674072 time: 3:58:15.385137
- B/E: 97 / 106 , Gen_loss: -0.35573256 MI_loss: 21.580309 Detection error: 0.010295271873474121 time: 3:58:16.151626
- B/E: 98 / 106 , Gen_loss: -0.34378675 MI_loss: 20.759104 Detection error: 0.010280609130859375 time: 3:58:17.011633
- B/E: 99 / 106 , Gen_loss: -0.34741497 MI_loss: 21.022451 Detection error: 0.010277509689331055 time: 3:58:17.871102
- B/E: 100 / 106 , Gen_loss: -0.36585984 MI_loss: 22.239462 Detection error: 0.010285913944244385 time: 3:58:18.727202
- B/E: 101 / 106 , Gen_loss: -0.3553924 MI_loss: 21.569077 Detection error: 0.010288000106811523 time: 3:58:19.586006
- B/E: 102 / 106 , Gen_loss: -0.3432985 MI_loss: 20.906445 Detection error: 0.01028972864151001 time: 3:58:20.471857
- B/E: 103 / 106 , Gen_loss: -0.36316037 MI_loss: 22.136454 Detection error: 0.010298669338226318 time: 3:58:21.332495
- B/E: 104 / 106 , Gen_loss: -0.35521156 MI_loss: 21.625534 Detection error: 0.010295212268829346 time: 3:58:22.190103
- B/E: 105 / 106 , Gen_loss: -0.36011934 MI_loss: 21.907955 Detection error: 0.010290980339050293 time: 3:58:23.163790
- B/E: 106 / 106 , Gen_loss: -0.3544892 MI_loss: 21.657087 Detection error: 0.010291755199432373 time: 3:58:24.030663
- B/E: 107 / 106 , Gen_loss: -0.34885904 MI_loss: 21.17818 Detection error: 0.01030123233795166 time: 3:58:24.893419
- B/E: 108 / 106 , Gen_loss: -0.3542134 MI_loss: 21.360659 Detection error: 0.01030278205871582 time: 3:58:25.751658
- B/E: 109 / 106 , Gen_loss: -0.35964426 MI_loss: 21.73433 Detection error: 0.010298848152160645 time: 3:58:26.610561
- B/E: 110 / 106 , Gen_loss: -0.35878655 MI_loss: 21.582188 Detection error: 0.010289669036865234 time: 3:58:27.471897
- B/E: 111 / 106 , Gen_loss: -0.3549506 MI_loss: 21.454853 Detection error: 0.010288774967193604 time: 3:58:28.334194
- B/E: 112 / 106 , Gen_loss: -0.36542383 MI_loss: 22.09832 Detection error: 0.010286509990692139 time: 3:58:29.194966
- B/E: 113 / 106 , Gen_loss: -0.3520114 MI_loss: 21.241804 Detection error: 0.010286986827850342 time: 3:58:30.068155
- B/E: 114 / 106 , Gen_loss: -0.35365164 MI_loss: 21.443306 Detection error: 0.01029050350189209 time: 3:58:30.929726
- B/E: 115 / 106 , Gen_loss: -0.3601995 MI_loss: 21.713104 Detection error: 0.01028364896774292 time: 3:58:31.787162
- B/E: 116 / 106 , Gen_loss: -0.35591158 MI_loss: 21.474777 Detection error: 0.010285258293151855 time: 3:58:32.646653
- B/E: 117 / 106 , Gen_loss: -0.3500647 MI_loss: 21.304169 Detection error: 0.010288119316101074 time: 3:58:33.505470
- B/E: 118 / 106 , Gen_loss: -0.3648562 MI_loss: 22.026047 Detection error: 0.01028752326965332 time: 3:58:34.368409
- B/E: 119 / 106 , Gen_loss: -0.3483203 MI_loss: 20.99036 Detection error: 0.010285139083862305 time: 3:58:35.226657
- B/E: 120 / 106 , Gen_loss: -0.36142007 MI_loss: 21.796408 Detection error: 0.010281503200531006 time: 3:58:36.085632
- B/E: 121 / 106 , Gen_loss: -0.34505376 MI_loss: 21.034466 Detection error: 0.010290205478668213 time: 3:58:37.045889
- B/E: 122 / 106 , Gen_loss: -0.35936034 MI_loss: 21.837955 Detection error: 0.01028430461883545 time: 3:58:37.908170
- B/E: 123 / 106 , Gen_loss: -0.35030335 MI_loss: 21.071747 Detection error: 0.010279238224029541 time: 3:58:38.768679
- B/E: 124 / 106 , Gen_loss: -0.36122924 MI_loss: 21.889397 Detection error: 0.010275721549987793 time: 3:58:39.629064
- B/E: 125 / 106 , Gen_loss: -0.35696292 MI_loss: 21.503632 Detection error: 0.010280251502990723 time: 3:58:40.490073
- B/E: 126 / 106 , Gen_loss: -0.35347477 MI_loss: 21.399803 Detection error: 0.010284185409545898 time: 3:58:41.352434
- B/E: 127 / 106 , Gen_loss: -0.34780532 MI_loss: 21.09146 Detection error: 0.010281980037689209 time: 3:58:42.212317
- B/E: 128 / 106 , Gen_loss: -0.35356975 MI_loss: 21.44733 Detection error: 0.0102882981300354 time: 3:58:43.073310
- B/E: 129 / 106 , Gen_loss: -0.36379114 MI_loss: 22.164541 Detection error: 0.010296404361724854 time: 3:58:43.933945
- B/E: 130 / 106 , Gen_loss: -0.34219366 MI_loss: 20.728838 Detection error: 0.010304391384124756 time: 3:58:44.740862
- B/E: 131 / 106 , Gen_loss: -0.3596684 MI_loss: 21.693151 Detection error: 0.010303735733032227 time: 3:58:45.517758
- B/E: 132 / 106 , Gen_loss: -0.3608184 MI_loss: 21.739492 Detection error: 0.010300993919372559 time: 3:58:46.390355
- B/E: 133 / 106 , Gen_loss: -0.3610674 MI_loss: 22.053225 Detection error: 0.010312020778656006 time: 3:58:47.249346
- B/E: 134 / 106 , Gen_loss: -0.36048248 MI_loss: 21.82654 Detection error: 0.010314345359802246 time: 3:58:48.113681
- B/E: 135 / 106 , Gen_loss: -0.36566618 MI_loss: 22.232708 Detection error: 0.010313630104064941 time: 3:58:48.972283
- B/E: 136 / 106 , Gen_loss: -0.3550408 MI_loss: 21.589262 Detection error: 0.010317742824554443 time: 3:58:49.829347
- B/E: 137 / 106 , Gen_loss: -0.34970468 MI_loss: 21.245287 Detection error: 0.010323166847229004 time: 3:58:50.776822
- B/E: 138 / 106 , Gen_loss: -0.36243913 MI_loss: 22.064524 Detection error: 0.010325968265533447 time: 3:58:51.643610
- B/E: 139 / 106 , Gen_loss: -0.36513442 MI_loss: 22.0816 Detection error: 0.010329246520996094 time: 3:58:52.504694
- B/E: 140 / 106 , Gen_loss: -0.34991962 MI_loss: 21.318165 Detection error: 0.010335326194763184 time: 3:58:53.363551
- B/E: 141 / 106 , Gen_loss: -0.35761184 MI_loss: 21.488522 Detection error: 0.01033163070678711 time: 3:58:54.216094
- B/E: 142 / 106 , Gen_loss: -0.3425552 MI_loss: 20.867832 Detection error: 0.01032865047454834 time: 3:58:54.977553
- B/E: 143 / 106 , Gen_loss: -0.3604963 MI_loss: 21.77138 Detection error: 0.010329663753509521 time: 3:58:55.821189
- B/E: 144 / 106 , Gen_loss: -0.3548884 MI_loss: 21.635088 Detection error: 0.0103340744972229 time: 3:58:56.683210
- B/E: 145 / 106 , Gen_loss: -0.34814805 MI_loss: 21.050241 Detection error: 0.010339677333831787 time: 3:58:57.542575
- B/E: 146 / 106 , Gen_loss: -0.34498674 MI_loss: 20.73166 Detection error: 0.010341227054595947 time: 3:58:58.428092
- B/E: 147 / 106 , Gen_loss: -0.3514413 MI_loss: 21.321747 Detection error: 0.010346293449401855 time: 3:58:59.294276
- B/E: 148 / 106 , Gen_loss: -0.35770318 MI_loss: 21.713247 Detection error: 0.010347723960876465 time: 3:59:00.103210
- B/E: 149 / 106 , Gen_loss: -0.37764686 MI_loss: 22.946207 Detection error: 0.010355234146118164 time: 3:59:00.947820
-
- Test Loss: 10.57968 Test Error: 0.010958313941955566
- -----
- EPOCH: 107
- B/E: 0 / 107 , Gen_loss: -0.35652533 MI_loss: 21.685368 Detection error: 0.011500000953674316 time: 3:59:02.948468
- B/E: 1 / 107 , Gen_loss: -0.34251565 MI_loss: 20.960745 Detection error: 0.011390626430511475 time: 3:59:16.480788
- B/E: 2 / 107 , Gen_loss: -0.35440972 MI_loss: 21.344568 Detection error: 0.010864555835723877 time: 3:59:17.455202
- B/E: 3 / 107 , Gen_loss: -0.36398607 MI_loss: 22.062931 Detection error: 0.010671854019165039 time: 3:59:18.349066
- B/E: 4 / 107 , Gen_loss: -0.35686344 MI_loss: 21.550896 Detection error: 0.01051872968673706 time: 3:59:19.219758
- B/E: 5 / 107 , Gen_loss: -0.34412578 MI_loss: 21.070997 Detection error: 0.010484397411346436 time: 3:59:20.087013
- B/E: 6 / 107 , Gen_loss: -0.35431027 MI_loss: 21.51118 Detection error: 0.010513365268707275 time: 3:59:20.950957
- B/E: 7 / 107 , Gen_loss: -0.36517096 MI_loss: 22.157372 Detection error: 0.010597646236419678 time: 3:59:21.815365
- B/E: 8 / 107 , Gen_loss: -0.3548423 MI_loss: 21.535168 Detection error: 0.01052778959274292 time: 3:59:22.676121
- B/E: 9 / 107 , Gen_loss: -0.36011896 MI_loss: 21.925695 Detection error: 0.010428130626678467 time: 3:59:23.510009
- B/E: 10 / 107 , Gen_loss: -0.3634701 MI_loss: 22.064777 Detection error: 0.010460197925567627 time: 3:59:24.368609
- B/E: 11 / 107 , Gen_loss: -0.3607502 MI_loss: 21.803707 Detection error: 0.010494768619537354 time: 3:59:25.227891
- B/E: 12 / 107 , Gen_loss: -0.35850298 MI_loss: 21.577206 Detection error: 0.010548055171966553 time: 3:59:26.091476
- B/E: 13 / 107 , Gen_loss: -0.3474831 MI_loss: 20.975948 Detection error: 0.010540187358856201 time: 3:59:26.952963
- B/E: 14 / 107 , Gen_loss: -0.36795685 MI_loss: 22.295498 Detection error: 0.010529160499572754 time: 3:59:27.812961
- B/E: 15 / 107 , Gen_loss: -0.34575936 MI_loss: 21.024868 Detection error: 0.010482430458068848 time: 3:59:28.691532
- B/E: 16 / 107 , Gen_loss: -0.36604658 MI_loss: 22.223387 Detection error: 0.010463237762451172 time: 3:59:29.574361
- B/E: 17 / 107 , Gen_loss: -0.34860104 MI_loss: 21.138697 Detection error: 0.010425329208374023 time: 3:59:30.433502
- B/E: 18 / 107 , Gen_loss: -0.35424638 MI_loss: 21.55049 Detection error: 0.010398030281066895 time: 3:59:31.381002
- B/E: 19 / 107 , Gen_loss: -0.35176313 MI_loss: 21.54263 Detection error: 0.01038748025894165 time: 3:59:32.245653
- B/E: 20 / 107 , Gen_loss: -0.35882282 MI_loss: 21.776447 Detection error: 0.010419666767120361 time: 3:59:33.116836
- B/E: 21 / 107 , Gen_loss: -0.3555067 MI_loss: 21.562792 Detection error: 0.01041477918624878 time: 3:59:33.979232
- B/E: 22 / 107 , Gen_loss: -0.3564379 MI_loss: 21.453129 Detection error: 0.010385870933532715 time: 3:59:34.839687
- B/E: 23 / 107 , Gen_loss: -0.3534266 MI_loss: 21.338282 Detection error: 0.010384142398834229 time: 3:59:35.719300
- B/E: 24 / 107 , Gen_loss: -0.33978075 MI_loss: 20.626986 Detection error: 0.010403752326965332 time: 3:59:36.603377
- B/E: 25 / 107 , Gen_loss: -0.34923467 MI_loss: 21.150927 Detection error: 0.010407447814941406 time: 3:59:37.467811
- B/E: 26 / 107 , Gen_loss: -0.3486465 MI_loss: 21.27531 Detection error: 0.010450243949890137 time: 3:59:38.286999
- B/E: 27 / 107 , Gen_loss: -0.367247 MI_loss: 22.345985 Detection error: 0.010463178157806396 time: 3:59:39.039943
- B/E: 28 / 107 , Gen_loss: -0.35247326 MI_loss: 21.555922 Detection error: 0.01046442985534668 time: 3:59:39.912910
- B/E: 29 / 107 , Gen_loss: -0.3459201 MI_loss: 20.888855 Detection error: 0.01047605276107788 time: 3:59:40.770017
- B/E: 30 / 107 , Gen_loss: -0.36018032 MI_loss: 21.938457 Detection error: 0.010448575019836426 time: 3:59:41.627074
- B/E: 31 / 107 , Gen_loss: -0.35105982 MI_loss: 21.228544 Detection error: 0.01041501760482788 time: 3:59:42.583017
- B/E: 32 / 107 , Gen_loss: -0.35566136 MI_loss: 21.687391 Detection error: 0.01043558120727539 time: 3:59:43.448461
- B/E: 33 / 107 , Gen_loss: -0.3469391 MI_loss: 21.161985 Detection error: 0.010415434837341309 time: 3:59:44.308387
- B/E: 34 / 107 , Gen_loss: -0.35324657 MI_loss: 21.374622 Detection error: 0.010413408279418945 time: 3:59:45.192389
- B/E: 35 / 107 , Gen_loss: -0.35280946 MI_loss: 21.286705 Detection error: 0.010397553443908691 time: 3:59:46.056854
- B/E: 36 / 107 , Gen_loss: -0.3677309 MI_loss: 22.024054 Detection error: 0.010382592678070068 time: 3:59:46.843311
- B/E: 37 / 107 , Gen_loss: -0.3662998 MI_loss: 22.158562 Detection error: 0.01037663221359253 time: 3:59:47.594111
- B/E: 38 / 107 , Gen_loss: -0.34376806 MI_loss: 20.706516 Detection error: 0.010385394096374512 time: 3:59:48.441425
- B/E: 39 / 107 , Gen_loss: -0.36163685 MI_loss: 21.85353 Detection error: 0.010368764400482178 time: 3:59:49.300858
- B/E: 40 / 107 , Gen_loss: -0.3441991 MI_loss: 20.925417 Detection error: 0.010357499122619629 time: 3:59:50.161142
- B/E: 41 / 107 , Gen_loss: -0.35296273 MI_loss: 21.315325 Detection error: 0.010357916355133057 time: 3:59:51.021326
- B/E: 42 / 107 , Gen_loss: -0.36471242 MI_loss: 22.089922 Detection error: 0.010352492332458496 time: 3:59:51.879359
- B/E: 43 / 107 , Gen_loss: -0.36095026 MI_loss: 21.908138 Detection error: 0.010346591472625732 time: 3:59:52.738092
- B/E: 44 / 107 , Gen_loss: -0.3512219 MI_loss: 21.459076 Detection error: 0.010359704494476318 time: 3:59:53.600635
- B/E: 45 / 107 , Gen_loss: -0.3646618 MI_loss: 22.111828 Detection error: 0.010362088680267334 time: 3:59:54.422356
- B/E: 46 / 107 , Gen_loss: -0.3530458 MI_loss: 21.339247 Detection error: 0.010364353656768799 time: 3:59:55.174142
- B/E: 47 / 107 , Gen_loss: -0.36107 MI_loss: 21.956957 Detection error: 0.010372400283813477 time: 3:59:55.926799
- B/E: 48 / 107 , Gen_loss: -0.35186496 MI_loss: 21.316713 Detection error: 0.01038140058517456 time: 3:59:56.764695
- B/E: 49 / 107 , Gen_loss: -0.35212207 MI_loss: 21.402754 Detection error: 0.01037687063217163 time: 3:59:57.582095
- B/E: 50 / 107 , Gen_loss: -0.35922322 MI_loss: 21.777061 Detection error: 0.010393381118774414 time: 3:59:58.432536
- B/E: 51 / 107 , Gen_loss: -0.34779114 MI_loss: 21.30256 Detection error: 0.010398447513580322 time: 3:59:59.306180
- B/E: 52 / 107 , Gen_loss: -0.36020556 MI_loss: 21.75338 Detection error: 0.010387957096099854 time: 4:00:00.170110
- B/E: 53 / 107 , Gen_loss: -0.36661494 MI_loss: 22.171717 Detection error: 0.010399281978607178 time: 4:00:01.043103
- B/E: 54 / 107 , Gen_loss: -0.35936698 MI_loss: 21.681065 Detection error: 0.010402262210845947 time: 4:00:01.841263
- B/E: 55 / 107 , Gen_loss: -0.35518774 MI_loss: 21.451965 Detection error: 0.010387301445007324 time: 4:00:02.654207
- B/E: 56 / 107 , Gen_loss: -0.3651063 MI_loss: 22.123285 Detection error: 0.01036679744720459 time: 4:00:03.524445
- B/E: 57 / 107 , Gen_loss: -0.37012398 MI_loss: 22.485546 Detection error: 0.010361552238464355 time: 4:00:04.386096
- B/E: 58 / 107 , Gen_loss: -0.36360037 MI_loss: 21.963177 Detection error: 0.010352253913879395 time: 4:00:05.260474
- B/E: 59 / 107 , Gen_loss: -0.3553927 MI_loss: 21.580889 Detection error: 0.010373413562774658 time: 4:00:06.072819
- B/E: 60 / 107 , Gen_loss: -0.3621943 MI_loss: 21.939165 Detection error: 0.010377049446105957 time: 4:00:06.919621
- B/E: 61 / 107 , Gen_loss: -0.3444447 MI_loss: 20.929392 Detection error: 0.010380566120147705 time: 4:00:07.782591
- B/E: 62 / 107 , Gen_loss: -0.35521284 MI_loss: 21.601309 Detection error: 0.010382413864135742 time: 4:00:08.641182
- B/E: 63 / 107 , Gen_loss: -0.35403192 MI_loss: 21.549686 Detection error: 0.010376930236816406 time: 4:00:09.610534
- B/E: 64 / 107 , Gen_loss: -0.36189336 MI_loss: 22.042118 Detection error: 0.010368287563323975 time: 4:00:10.472972
- B/E: 65 / 107 , Gen_loss: -0.35269728 MI_loss: 21.391901 Detection error: 0.010371208190917969 time: 4:00:11.351605
- B/E: 66 / 107 , Gen_loss: -0.36205932 MI_loss: 21.87941 Detection error: 0.010361969470977783 time: 4:00:12.213962
- B/E: 67 / 107 , Gen_loss: -0.35088158 MI_loss: 21.171972 Detection error: 0.010349273681640625 time: 4:00:13.077729
- B/E: 68 / 107 , Gen_loss: -0.3506002 MI_loss: 21.39369 Detection error: 0.010358214378356934 time: 4:00:13.942438
- B/E: 69 / 107 , Gen_loss: -0.35272133 MI_loss: 21.534086 Detection error: 0.010359346866607666 time: 4:00:14.832272
- B/E: 70 / 107 , Gen_loss: -0.35366234 MI_loss: 21.357672 Detection error: 0.01035606861114502 time: 4:00:15.644147
- B/E: 71 / 107 , Gen_loss: -0.3518736 MI_loss: 21.367323 Detection error: 0.010360658168792725 time: 4:00:16.516844
- B/E: 72 / 107 , Gen_loss: -0.36369812 MI_loss: 22.024452 Detection error: 0.010348021984100342 time: 4:00:17.374647
- B/E: 73 / 107 , Gen_loss: -0.34481567 MI_loss: 20.987413 Detection error: 0.010343313217163086 time: 4:00:18.257693
- B/E: 74 / 107 , Gen_loss: -0.35767552 MI_loss: 21.825134 Detection error: 0.010335028171539307 time: 4:00:19.120069
- B/E: 75 / 107 , Gen_loss: -0.3480757 MI_loss: 21.119202 Detection error: 0.010332226753234863 time: 4:00:19.978610
- B/E: 76 / 107 , Gen_loss: -0.34323815 MI_loss: 20.845871 Detection error: 0.010341286659240723 time: 4:00:20.837176
- B/E: 77 / 107 , Gen_loss: -0.36198297 MI_loss: 21.784117 Detection error: 0.01032930612564087 time: 4:00:21.698453
- B/E: 78 / 107 , Gen_loss: -0.35261858 MI_loss: 21.269608 Detection error: 0.010321974754333496 time: 4:00:22.560539
- B/E: 79 / 107 , Gen_loss: -0.35315755 MI_loss: 21.440311 Detection error: 0.010342955589294434 time: 4:00:23.518218
- B/E: 80 / 107 , Gen_loss: -0.3478328 MI_loss: 21.13086 Detection error: 0.010350704193115234 time: 4:00:24.379718
- B/E: 81 / 107 , Gen_loss: -0.36215067 MI_loss: 21.878359 Detection error: 0.010339558124542236 time: 4:00:25.242641
- B/E: 82 / 107 , Gen_loss: -0.36746857 MI_loss: 22.132027 Detection error: 0.010341107845306396 time: 4:00:26.104679
- B/E: 83 / 107 , Gen_loss: -0.360827 MI_loss: 21.919289 Detection error: 0.010340750217437744 time: 4:00:26.964188
- B/E: 84 / 107 , Gen_loss: -0.35178882 MI_loss: 21.436663 Detection error: 0.010335266590118408 time: 4:00:27.825212
- B/E: 85 / 107 , Gen_loss: -0.3607715 MI_loss: 21.757198 Detection error: 0.01031792163848877 time: 4:00:28.691005
- B/E: 86 / 107 , Gen_loss: -0.35832018 MI_loss: 21.726995 Detection error: 0.010321855545043945 time: 4:00:29.552926
- B/E: 87 / 107 , Gen_loss: -0.35464713 MI_loss: 21.456924 Detection error: 0.0103071928024292 time: 4:00:30.415645
- B/E: 88 / 107 , Gen_loss: -0.35666066 MI_loss: 21.666857 Detection error: 0.010297775268554688 time: 4:00:31.277482
- B/E: 89 / 107 , Gen_loss: -0.34352306 MI_loss: 20.881466 Detection error: 0.010298967361450195 time: 4:00:32.141440
- B/E: 90 / 107 , Gen_loss: -0.36059377 MI_loss: 21.898941 Detection error: 0.010297715663909912 time: 4:00:33.003730
- B/E: 91 / 107 , Gen_loss: -0.35635316 MI_loss: 21.589027 Detection error: 0.010308444499969482 time: 4:00:33.865229
- B/E: 92 / 107 , Gen_loss: -0.33781072 MI_loss: 20.486824 Detection error: 0.010297715663909912 time: 4:00:34.724608
- B/E: 93 / 107 , Gen_loss: -0.35391507 MI_loss: 21.357544 Detection error: 0.010294854640960693 time: 4:00:35.557770
- B/E: 94 / 107 , Gen_loss: -0.3407167 MI_loss: 20.674698 Detection error: 0.01031416654586792 time: 4:00:36.348766
- B/E: 95 / 107 , Gen_loss: -0.35577208 MI_loss: 21.595163 Detection error: 0.010319650173187256 time: 4:00:37.179002
- B/E: 96 / 107 , Gen_loss: -0.35510123 MI_loss: 21.562546 Detection error: 0.010312497615814209 time: 4:00:37.953567
- B/E: 97 / 107 , Gen_loss: -0.36256114 MI_loss: 22.022396 Detection error: 0.01030421257019043 time: 4:00:38.708152
- B/E: 98 / 107 , Gen_loss: -0.35011682 MI_loss: 21.265217 Detection error: 0.010289788246154785 time: 4:00:39.501863
- B/E: 99 / 107 , Gen_loss: -0.3578385 MI_loss: 21.635277 Detection error: 0.0102921724319458 time: 4:00:40.360653
- B/E: 100 / 107 , Gen_loss: -0.3592591 MI_loss: 21.791834 Detection error: 0.010293304920196533 time: 4:00:41.218164
- B/E: 101 / 107 , Gen_loss: -0.3540424 MI_loss: 21.543114 Detection error: 0.010300874710083008 time: 4:00:42.079755
- B/E: 102 / 107 , Gen_loss: -0.35002908 MI_loss: 21.212372 Detection error: 0.01030278205871582 time: 4:00:42.945320
- B/E: 103 / 107 , Gen_loss: -0.3584201 MI_loss: 21.774376 Detection error: 0.010303199291229248 time: 4:00:43.780052
- B/E: 104 / 107 , Gen_loss: -0.35709944 MI_loss: 21.674524 Detection error: 0.010304749011993408 time: 4:00:44.542526
- B/E: 105 / 107 , Gen_loss: -0.35980934 MI_loss: 21.749374 Detection error: 0.010300993919372559 time: 4:00:45.297853
- B/E: 106 / 107 , Gen_loss: -0.35427877 MI_loss: 21.614882 Detection error: 0.010301709175109863 time: 4:00:46.059442
- B/E: 107 / 107 , Gen_loss: -0.34981236 MI_loss: 21.219582 Detection error: 0.01030641794204712 time: 4:00:46.909621
- B/E: 108 / 107 , Gen_loss: -0.3573997 MI_loss: 21.718895 Detection error: 0.01030731201171875 time: 4:00:47.766189
- B/E: 109 / 107 , Gen_loss: -0.36108026 MI_loss: 21.963768 Detection error: 0.010306239128112793 time: 4:00:48.636161
- B/E: 110 / 107 , Gen_loss: -0.35790354 MI_loss: 21.631968 Detection error: 0.010297596454620361 time: 4:00:49.506566
- B/E: 111 / 107 , Gen_loss: -0.35903656 MI_loss: 21.718138 Detection error: 0.010292410850524902 time: 4:00:50.460587
- B/E: 112 / 107 , Gen_loss: -0.36682874 MI_loss: 22.247578 Detection error: 0.010291218757629395 time: 4:00:51.324740
- B/E: 113 / 107 , Gen_loss: -0.3549087 MI_loss: 21.647203 Detection error: 0.010293841361999512 time: 4:00:52.187963
- B/E: 114 / 107 , Gen_loss: -0.3476709 MI_loss: 21.305641 Detection error: 0.010294854640960693 time: 4:00:53.070157
- B/E: 115 / 107 , Gen_loss: -0.35573626 MI_loss: 21.40764 Detection error: 0.010289311408996582 time: 4:00:53.930737
- B/E: 116 / 107 , Gen_loss: -0.35507363 MI_loss: 21.543646 Detection error: 0.01029139757156372 time: 4:00:54.793081
- B/E: 117 / 107 , Gen_loss: -0.34181806 MI_loss: 20.848192 Detection error: 0.010292112827301025 time: 4:00:55.657911
- B/E: 118 / 107 , Gen_loss: -0.35178074 MI_loss: 21.341774 Detection error: 0.010288894176483154 time: 4:00:56.490266
- B/E: 119 / 107 , Gen_loss: -0.35245657 MI_loss: 21.359312 Detection error: 0.010286211967468262 time: 4:00:57.257736
- B/E: 120 / 107 , Gen_loss: -0.3603176 MI_loss: 21.86192 Detection error: 0.010285615921020508 time: 4:00:58.127579
- B/E: 121 / 107 , Gen_loss: -0.35199293 MI_loss: 21.464134 Detection error: 0.010293006896972656 time: 4:00:58.989731
- B/E: 122 / 107 , Gen_loss: -0.35026947 MI_loss: 21.077103 Detection error: 0.010287880897521973 time: 4:00:59.848477
- B/E: 123 / 107 , Gen_loss: -0.36327764 MI_loss: 22.16657 Detection error: 0.010281264781951904 time: 4:01:00.709748
- B/E: 124 / 107 , Gen_loss: -0.34879032 MI_loss: 21.236008 Detection error: 0.010281264781951904 time: 4:01:01.567713
- B/E: 125 / 107 , Gen_loss: -0.35155833 MI_loss: 21.337643 Detection error: 0.010284483432769775 time: 4:01:02.391275
- B/E: 126 / 107 , Gen_loss: -0.35119048 MI_loss: 21.060108 Detection error: 0.010286927223205566 time: 4:01:03.154383
- B/E: 127 / 107 , Gen_loss: -0.35732773 MI_loss: 21.590145 Detection error: 0.01028907299041748 time: 4:01:04.143489
- B/E: 128 / 107 , Gen_loss: -0.36216038 MI_loss: 21.99078 Detection error: 0.010295271873474121 time: 4:01:05.011905
- B/E: 129 / 107 , Gen_loss: -0.35167435 MI_loss: 21.307098 Detection error: 0.010299503803253174 time: 4:01:05.876104
- B/E: 130 / 107 , Gen_loss: -0.3663105 MI_loss: 22.246397 Detection error: 0.010304391384124756 time: 4:01:06.738177
- B/E: 131 / 107 , Gen_loss: -0.35335082 MI_loss: 21.369585 Detection error: 0.010309159755706787 time: 4:01:07.602767
- B/E: 132 / 107 , Gen_loss: -0.36087105 MI_loss: 21.895119 Detection error: 0.010308265686035156 time: 4:01:08.462417
- B/E: 133 / 107 , Gen_loss: -0.35965267 MI_loss: 21.700129 Detection error: 0.010310173034667969 time: 4:01:09.322109
- B/E: 134 / 107 , Gen_loss: -0.35536012 MI_loss: 21.736187 Detection error: 0.010319232940673828 time: 4:01:10.093612
- B/E: 135 / 107 , Gen_loss: -0.36291385 MI_loss: 21.880892 Detection error: 0.010321438312530518 time: 4:01:10.852331
- B/E: 136 / 107 , Gen_loss: -0.35046473 MI_loss: 21.19577 Detection error: 0.010322988033294678 time: 4:01:11.608397
- B/E: 137 / 107 , Gen_loss: -0.35847667 MI_loss: 21.704048 Detection error: 0.010325193405151367 time: 4:01:12.476516
- B/E: 138 / 107 , Gen_loss: -0.35786375 MI_loss: 21.599564 Detection error: 0.010329365730285645 time: 4:01:13.334192
- B/E: 139 / 107 , Gen_loss: -0.3573744 MI_loss: 21.8236 Detection error: 0.010333716869354248 time: 4:01:14.199594
- B/E: 140 / 107 , Gen_loss: -0.3525163 MI_loss: 21.577923 Detection error: 0.010335743427276611 time: 4:01:15.061670
- B/E: 141 / 107 , Gen_loss: -0.3597653 MI_loss: 21.706299 Detection error: 0.010329663753509521 time: 4:01:15.921690
- B/E: 142 / 107 , Gen_loss: -0.35302895 MI_loss: 21.553595 Detection error: 0.010331273078918457 time: 4:01:16.782442
- B/E: 143 / 107 , Gen_loss: -0.35733947 MI_loss: 21.680428 Detection error: 0.010325968265533447 time: 4:01:17.729093
- B/E: 144 / 107 , Gen_loss: -0.3516255 MI_loss: 21.333078 Detection error: 0.010336637496948242 time: 4:01:18.592739
- B/E: 145 / 107 , Gen_loss: -0.35406142 MI_loss: 21.426483 Detection error: 0.010340332984924316 time: 4:01:19.455792
- B/E: 146 / 107 , Gen_loss: -0.36658 MI_loss: 22.068102 Detection error: 0.010340332984924316 time: 4:01:20.318976
- B/E: 147 / 107 , Gen_loss: -0.3582007 MI_loss: 21.762594 Detection error: 0.010346293449401855 time: 4:01:21.187185
- B/E: 148 / 107 , Gen_loss: -0.3478037 MI_loss: 21.164135 Detection error: 0.010347545146942139 time: 4:01:22.048476
- B/E: 149 / 107 , Gen_loss: -0.3555091 MI_loss: 21.58314 Detection error: 0.010354161262512207 time: 4:01:22.835459
-
- Test Loss: 10.576116 Test Error: 0.010883331298828125
- -----
- EPOCH: 108
- B/E: 0 / 108 , Gen_loss: -0.36057788 MI_loss: 21.754196 Detection error: 0.01106250286102295 time: 4:01:24.656465
- B/E: 1 / 108 , Gen_loss: -0.3420004 MI_loss: 20.731926 Detection error: 0.011187493801116943 time: 4:01:38.332742
- B/E: 2 / 108 , Gen_loss: -0.35165498 MI_loss: 21.287302 Detection error: 0.010687470436096191 time: 4:01:39.223326
- B/E: 3 / 108 , Gen_loss: -0.3546468 MI_loss: 21.539635 Detection error: 0.010687470436096191 time: 4:01:40.111190
- B/E: 4 / 108 , Gen_loss: -0.35999197 MI_loss: 21.71546 Detection error: 0.010456264019012451 time: 4:01:40.981015
- B/E: 5 / 108 , Gen_loss: -0.35218936 MI_loss: 21.421549 Detection error: 0.010526061058044434 time: 4:01:41.951892
- B/E: 6 / 108 , Gen_loss: -0.36130202 MI_loss: 21.984085 Detection error: 0.010540187358856201 time: 4:01:42.818383
- B/E: 7 / 108 , Gen_loss: -0.34986442 MI_loss: 21.310953 Detection error: 0.01048046350479126 time: 4:01:43.684157
- B/E: 8 / 108 , Gen_loss: -0.3426479 MI_loss: 20.818563 Detection error: 0.010440945625305176 time: 4:01:44.548083
- B/E: 9 / 108 , Gen_loss: -0.35997695 MI_loss: 21.797813 Detection error: 0.010375022888183594 time: 4:01:45.405795
- B/E: 10 / 108 , Gen_loss: -0.35122797 MI_loss: 21.31345 Detection error: 0.010383546352386475 time: 4:01:46.268481
- B/E: 11 / 108 , Gen_loss: -0.35644504 MI_loss: 21.608435 Detection error: 0.010432302951812744 time: 4:01:47.130795
- B/E: 12 / 108 , Gen_loss: -0.36245018 MI_loss: 21.837986 Detection error: 0.010468721389770508 time: 4:01:47.990242
- B/E: 13 / 108 , Gen_loss: -0.34958354 MI_loss: 21.070911 Detection error: 0.010477662086486816 time: 4:01:48.852614
- B/E: 14 / 108 , Gen_loss: -0.35486642 MI_loss: 21.407366 Detection error: 0.010416686534881592 time: 4:01:49.715285
- B/E: 15 / 108 , Gen_loss: -0.3554153 MI_loss: 21.605999 Detection error: 0.010408222675323486 time: 4:01:50.577493
- B/E: 16 / 108 , Gen_loss: -0.3516814 MI_loss: 21.22208 Detection error: 0.01033639907836914 time: 4:01:51.435755
- B/E: 17 / 108 , Gen_loss: -0.3719247 MI_loss: 22.47787 Detection error: 0.010315954685211182 time: 4:01:52.293604
- B/E: 18 / 108 , Gen_loss: -0.36034578 MI_loss: 21.711044 Detection error: 0.010287821292877197 time: 4:01:53.152717
- B/E: 19 / 108 , Gen_loss: -0.34870055 MI_loss: 21.171982 Detection error: 0.010295331478118896 time: 4:01:54.015912
- B/E: 20 / 108 , Gen_loss: -0.3421248 MI_loss: 20.764326 Detection error: 0.010315477848052979 time: 4:01:54.957945
- B/E: 21 / 108 , Gen_loss: -0.35026324 MI_loss: 21.19832 Detection error: 0.010312497615814209 time: 4:01:55.818974
- B/E: 22 / 108 , Gen_loss: -0.35186765 MI_loss: 21.322851 Detection error: 0.010294854640960693 time: 4:01:56.680774
- B/E: 23 / 108 , Gen_loss: -0.3602631 MI_loss: 21.775776 Detection error: 0.01028907299041748 time: 4:01:57.545918
- B/E: 24 / 108 , Gen_loss: -0.3576633 MI_loss: 21.658089 Detection error: 0.01028752326965332 time: 4:01:58.407404
- B/E: 25 / 108 , Gen_loss: -0.35082233 MI_loss: 21.25268 Detection error: 0.010314881801605225 time: 4:01:59.272038
- B/E: 26 / 108 , Gen_loss: -0.36186785 MI_loss: 22.138548 Detection error: 0.010358810424804688 time: 4:02:00.137154
- B/E: 27 / 108 , Gen_loss: -0.35010037 MI_loss: 21.32948 Detection error: 0.010381698608398438 time: 4:02:01.017362
- B/E: 28 / 108 , Gen_loss: -0.35280293 MI_loss: 21.315624 Detection error: 0.010391175746917725 time: 4:02:01.883205
- B/E: 29 / 108 , Gen_loss: -0.35204342 MI_loss: 21.471878 Detection error: 0.010414600372314453 time: 4:02:02.740868
- B/E: 30 / 108 , Gen_loss: -0.35611922 MI_loss: 21.604366 Detection error: 0.010396182537078857 time: 4:02:03.603160
- B/E: 31 / 108 , Gen_loss: -0.34814045 MI_loss: 21.173342 Detection error: 0.010343730449676514 time: 4:02:04.461117
- B/E: 32 / 108 , Gen_loss: -0.3524945 MI_loss: 21.398045 Detection error: 0.010358929634094238 time: 4:02:05.317784
- B/E: 33 / 108 , Gen_loss: -0.3471848 MI_loss: 21.050327 Detection error: 0.010337293148040771 time: 4:02:06.175242
- B/E: 34 / 108 , Gen_loss: -0.35933727 MI_loss: 21.729185 Detection error: 0.010330379009246826 time: 4:02:07.036800
- B/E: 35 / 108 , Gen_loss: -0.35012388 MI_loss: 21.289742 Detection error: 0.010334193706512451 time: 4:02:07.897149
- B/E: 36 / 108 , Gen_loss: -0.36446467 MI_loss: 22.022518 Detection error: 0.01032346487045288 time: 4:02:08.841889
- B/E: 37 / 108 , Gen_loss: -0.3626523 MI_loss: 21.911821 Detection error: 0.010322391986846924 time: 4:02:09.703083
- B/E: 38 / 108 , Gen_loss: -0.35860986 MI_loss: 21.791546 Detection error: 0.01033174991607666 time: 4:02:10.568475
- B/E: 39 / 108 , Gen_loss: -0.36016637 MI_loss: 21.662905 Detection error: 0.010328114032745361 time: 4:02:11.440128
- B/E: 40 / 108 , Gen_loss: -0.35501063 MI_loss: 21.477528 Detection error: 0.010318577289581299 time: 4:02:12.297934
- B/E: 41 / 108 , Gen_loss: -0.35226437 MI_loss: 21.418907 Detection error: 0.01030951738357544 time: 4:02:13.156800
- B/E: 42 / 108 , Gen_loss: -0.35660708 MI_loss: 21.603691 Detection error: 0.010289251804351807 time: 4:02:14.047489
- B/E: 43 / 108 , Gen_loss: -0.35925394 MI_loss: 21.793526 Detection error: 0.010289788246154785 time: 4:02:14.906053
- B/E: 44 / 108 , Gen_loss: -0.35574755 MI_loss: 21.590727 Detection error: 0.010299324989318848 time: 4:02:15.688591
- B/E: 45 / 108 , Gen_loss: -0.36128005 MI_loss: 22.002733 Detection error: 0.010312497615814209 time: 4:02:16.477672
- B/E: 46 / 108 , Gen_loss: -0.35726914 MI_loss: 21.686556 Detection error: 0.010318458080291748 time: 4:02:17.358168
- B/E: 47 / 108 , Gen_loss: -0.36414856 MI_loss: 22.030224 Detection error: 0.010308623313903809 time: 4:02:18.217246
- B/E: 48 / 108 , Gen_loss: -0.35103193 MI_loss: 21.371237 Detection error: 0.010327160358428955 time: 4:02:19.076385
- B/E: 49 / 108 , Gen_loss: -0.35364747 MI_loss: 21.474472 Detection error: 0.01033252477645874 time: 4:02:19.936194
- B/E: 50 / 108 , Gen_loss: -0.3498917 MI_loss: 21.17042 Detection error: 0.01033395528793335 time: 4:02:20.798368
- B/E: 51 / 108 , Gen_loss: -0.35173672 MI_loss: 21.282251 Detection error: 0.010325729846954346 time: 4:02:21.658527
- B/E: 52 / 108 , Gen_loss: -0.3576835 MI_loss: 21.750237 Detection error: 0.010324299335479736 time: 4:02:22.615741
- B/E: 53 / 108 , Gen_loss: -0.3607948 MI_loss: 21.919792 Detection error: 0.010343194007873535 time: 4:02:23.475386
- B/E: 54 / 108 , Gen_loss: -0.35885137 MI_loss: 21.706554 Detection error: 0.010343730449676514 time: 4:02:24.335526
- B/E: 55 / 108 , Gen_loss: -0.36034536 MI_loss: 21.85006 Detection error: 0.010320842266082764 time: 4:02:25.192917
- B/E: 56 / 108 , Gen_loss: -0.36025417 MI_loss: 21.845232 Detection error: 0.010309219360351562 time: 4:02:26.050055
- B/E: 57 / 108 , Gen_loss: -0.35814977 MI_loss: 21.694433 Detection error: 0.010307669639587402 time: 4:02:26.909752
- B/E: 58 / 108 , Gen_loss: -0.3571638 MI_loss: 21.561317 Detection error: 0.010298192501068115 time: 4:02:27.766868
- B/E: 59 / 108 , Gen_loss: -0.34755537 MI_loss: 21.061405 Detection error: 0.010317206382751465 time: 4:02:28.625086
- B/E: 60 / 108 , Gen_loss: -0.3368775 MI_loss: 20.425978 Detection error: 0.01031196117401123 time: 4:02:29.484127
- B/E: 61 / 108 , Gen_loss: -0.35832122 MI_loss: 21.653458 Detection error: 0.01031351089477539 time: 4:02:30.309789
- B/E: 62 / 108 , Gen_loss: -0.35356578 MI_loss: 21.547974 Detection error: 0.010322391986846924 time: 4:02:31.181977
- B/E: 63 / 108 , Gen_loss: -0.35538408 MI_loss: 21.473549 Detection error: 0.01031494140625 time: 4:02:32.039897
- B/E: 64 / 108 , Gen_loss: -0.36045006 MI_loss: 21.924366 Detection error: 0.010312497615814209 time: 4:02:32.899682
- B/E: 65 / 108 , Gen_loss: -0.35825783 MI_loss: 21.752756 Detection error: 0.010313451290130615 time: 4:02:33.762608
- B/E: 66 / 108 , Gen_loss: -0.3615043 MI_loss: 21.792461 Detection error: 0.010305047035217285 time: 4:02:34.623645
- B/E: 67 / 108 , Gen_loss: -0.35659385 MI_loss: 21.585592 Detection error: 0.010296404361724854 time: 4:02:35.484398
- B/E: 68 / 108 , Gen_loss: -0.35455167 MI_loss: 21.553822 Detection error: 0.010301172733306885 time: 4:02:36.425924
- B/E: 69 / 108 , Gen_loss: -0.3537774 MI_loss: 21.418009 Detection error: 0.010299980640411377 time: 4:02:37.292237
- B/E: 70 / 108 , Gen_loss: -0.36278692 MI_loss: 22.014063 Detection error: 0.010298430919647217 time: 4:02:38.153813
- B/E: 71 / 108 , Gen_loss: -0.3489226 MI_loss: 21.238365 Detection error: 0.010302960872650146 time: 4:02:39.011709
- B/E: 72 / 108 , Gen_loss: -0.35732937 MI_loss: 21.660648 Detection error: 0.01030266284942627 time: 4:02:39.871502
- B/E: 73 / 108 , Gen_loss: -0.3563441 MI_loss: 21.698927 Detection error: 0.010292232036590576 time: 4:02:40.734311
- B/E: 74 / 108 , Gen_loss: -0.36750984 MI_loss: 22.36771 Detection error: 0.010289609432220459 time: 4:02:41.592403
- B/E: 75 / 108 , Gen_loss: -0.34968358 MI_loss: 21.25188 Detection error: 0.010292351245880127 time: 4:02:42.452065
- B/E: 76 / 108 , Gen_loss: -0.35462248 MI_loss: 21.608679 Detection error: 0.01030111312866211 time: 4:02:43.315358
- B/E: 77 / 108 , Gen_loss: -0.35415277 MI_loss: 21.53956 Detection error: 0.010294854640960693 time: 4:02:44.178161
- B/E: 78 / 108 , Gen_loss: -0.36255637 MI_loss: 21.94542 Detection error: 0.010284423828125 time: 4:02:45.036899
- B/E: 79 / 108 , Gen_loss: -0.35580286 MI_loss: 21.532242 Detection error: 0.010304272174835205 time: 4:02:45.898205
- B/E: 80 / 108 , Gen_loss: -0.351328 MI_loss: 21.311958 Detection error: 0.010309040546417236 time: 4:02:46.769874
- B/E: 81 / 108 , Gen_loss: -0.35223308 MI_loss: 21.263933 Detection error: 0.0103071928024292 time: 4:02:47.623199
- B/E: 82 / 108 , Gen_loss: -0.3522123 MI_loss: 21.34608 Detection error: 0.010300099849700928 time: 4:02:48.484250
- B/E: 83 / 108 , Gen_loss: -0.36168703 MI_loss: 21.990662 Detection error: 0.010304689407348633 time: 4:02:49.341702
- B/E: 84 / 108 , Gen_loss: -0.3617643 MI_loss: 22.128426 Detection error: 0.010303318500518799 time: 4:02:50.315473
- B/E: 85 / 108 , Gen_loss: -0.34599888 MI_loss: 21.09926 Detection error: 0.01028454303741455 time: 4:02:51.176885
- B/E: 86 / 108 , Gen_loss: -0.35348698 MI_loss: 21.237965 Detection error: 0.010289132595062256 time: 4:02:52.037448
- B/E: 87 / 108 , Gen_loss: -0.36289012 MI_loss: 22.060558 Detection error: 0.01027590036392212 time: 4:02:52.897021
- B/E: 88 / 108 , Gen_loss: -0.35608903 MI_loss: 21.556765 Detection error: 0.010266125202178955 time: 4:02:53.778676
- B/E: 89 / 108 , Gen_loss: -0.35422823 MI_loss: 21.685326 Detection error: 0.010270118713378906 time: 4:02:54.638365
- B/E: 90 / 108 , Gen_loss: -0.3459972 MI_loss: 21.069168 Detection error: 0.01027059555053711 time: 4:02:55.499250
- B/E: 91 / 108 , Gen_loss: -0.34993735 MI_loss: 21.153542 Detection error: 0.010278880596160889 time: 4:02:56.357272
- B/E: 92 / 108 , Gen_loss: -0.34335837 MI_loss: 20.748451 Detection error: 0.010270833969116211 time: 4:02:57.170219
- B/E: 93 / 108 , Gen_loss: -0.3573868 MI_loss: 21.722569 Detection error: 0.01026695966720581 time: 4:02:57.941979
- B/E: 94 / 108 , Gen_loss: -0.33936 MI_loss: 20.559689 Detection error: 0.010281264781951904 time: 4:02:58.714172
- B/E: 95 / 108 , Gen_loss: -0.35128257 MI_loss: 21.41648 Detection error: 0.010287463665008545 time: 4:02:59.475714
- B/E: 96 / 108 , Gen_loss: -0.36054847 MI_loss: 21.82369 Detection error: 0.010286092758178711 time: 4:03:00.235459
- B/E: 97 / 108 , Gen_loss: -0.3677333 MI_loss: 22.327833 Detection error: 0.010275840759277344 time: 4:03:00.987888
- B/E: 98 / 108 , Gen_loss: -0.3541172 MI_loss: 21.428215 Detection error: 0.010267019271850586 time: 4:03:01.771829
- B/E: 99 / 108 , Gen_loss: -0.3551526 MI_loss: 21.479465 Detection error: 0.010263144969940186 time: 4:03:02.523908
- B/E: 100 / 108 , Gen_loss: -0.3552291 MI_loss: 21.61076 Detection error: 0.010267972946166992 time: 4:03:03.496890
- B/E: 101 / 108 , Gen_loss: -0.34991175 MI_loss: 21.262768 Detection error: 0.010270833969116211 time: 4:03:04.369117
- B/E: 102 / 108 , Gen_loss: -0.36233836 MI_loss: 22.05962 Detection error: 0.01027214527130127 time: 4:03:05.235585
- B/E: 103 / 108 , Gen_loss: -0.35863483 MI_loss: 21.79903 Detection error: 0.010272562503814697 time: 4:03:06.098882
- B/E: 104 / 108 , Gen_loss: -0.35127848 MI_loss: 21.196598 Detection error: 0.01027590036392212 time: 4:03:06.985266
- B/E: 105 / 108 , Gen_loss: -0.35496503 MI_loss: 21.654875 Detection error: 0.010272979736328125 time: 4:03:07.843391
- B/E: 106 / 108 , Gen_loss: -0.34386808 MI_loss: 20.878582 Detection error: 0.010274827480316162 time: 4:03:08.699210
- B/E: 107 / 108 , Gen_loss: -0.35682008 MI_loss: 21.691158 Detection error: 0.010277509689331055 time: 4:03:09.486804
- B/E: 108 / 108 , Gen_loss: -0.3564119 MI_loss: 21.618994 Detection error: 0.010282397270202637 time: 4:03:10.240516
- B/E: 109 / 108 , Gen_loss: -0.36343607 MI_loss: 21.94609 Detection error: 0.01027756929397583 time: 4:03:10.994175
- B/E: 110 / 108 , Gen_loss: -0.35129857 MI_loss: 21.25345 Detection error: 0.010273337364196777 time: 4:03:11.747551
- B/E: 111 / 108 , Gen_loss: -0.35433048 MI_loss: 21.312098 Detection error: 0.010267555713653564 time: 4:03:12.497891
- B/E: 112 / 108 , Gen_loss: -0.3548991 MI_loss: 21.546793 Detection error: 0.010269105434417725 time: 4:03:13.249900
- B/E: 113 / 108 , Gen_loss: -0.35713518 MI_loss: 21.732792 Detection error: 0.01027524471282959 time: 4:03:14.005937
- B/E: 114 / 108 , Gen_loss: -0.35623187 MI_loss: 21.72039 Detection error: 0.01027226448059082 time: 4:03:14.777395
- B/E: 115 / 108 , Gen_loss: -0.36104855 MI_loss: 21.920681 Detection error: 0.010271847248077393 time: 4:03:15.623560
- B/E: 116 / 108 , Gen_loss: -0.35518858 MI_loss: 21.543848 Detection error: 0.010274827480316162 time: 4:03:16.574238
- B/E: 117 / 108 , Gen_loss: -0.34840995 MI_loss: 21.275023 Detection error: 0.010273575782775879 time: 4:03:17.440491
- B/E: 118 / 108 , Gen_loss: -0.36112934 MI_loss: 21.810986 Detection error: 0.0102691650390625 time: 4:03:18.303227
- B/E: 119 / 108 , Gen_loss: -0.35392466 MI_loss: 21.514277 Detection error: 0.010267972946166992 time: 4:03:19.163611
- B/E: 120 / 108 , Gen_loss: -0.35357642 MI_loss: 21.514004 Detection error: 0.010264992713928223 time: 4:03:20.025836
- B/E: 121 / 108 , Gen_loss: -0.3506899 MI_loss: 21.258556 Detection error: 0.010271251201629639 time: 4:03:20.886551
- B/E: 122 / 108 , Gen_loss: -0.3636212 MI_loss: 21.910412 Detection error: 0.010265767574310303 time: 4:03:21.748188
- B/E: 123 / 108 , Gen_loss: -0.36531663 MI_loss: 22.319168 Detection error: 0.01026010513305664 time: 4:03:22.614518
- B/E: 124 / 108 , Gen_loss: -0.36184415 MI_loss: 22.019543 Detection error: 0.010259747505187988 time: 4:03:23.484707
- B/E: 125 / 108 , Gen_loss: -0.36690196 MI_loss: 22.30166 Detection error: 0.010265648365020752 time: 4:03:24.349599
- B/E: 126 / 108 , Gen_loss: -0.35985425 MI_loss: 21.760128 Detection error: 0.010271131992340088 time: 4:03:25.229939
- B/E: 127 / 108 , Gen_loss: -0.35366055 MI_loss: 21.525734 Detection error: 0.010267317295074463 time: 4:03:26.090576
- B/E: 128 / 108 , Gen_loss: -0.36231962 MI_loss: 21.980034 Detection error: 0.0102730393409729 time: 4:03:26.972418
- B/E: 129 / 108 , Gen_loss: -0.34954086 MI_loss: 21.234322 Detection error: 0.010277867317199707 time: 4:03:27.830742
- B/E: 130 / 108 , Gen_loss: -0.35583007 MI_loss: 21.574532 Detection error: 0.010287940502166748 time: 4:03:28.688837
- B/E: 131 / 108 , Gen_loss: -0.3594634 MI_loss: 21.805496 Detection error: 0.010289549827575684 time: 4:03:29.545847
- B/E: 132 / 108 , Gen_loss: -0.3577723 MI_loss: 21.534184 Detection error: 0.010287344455718994 time: 4:03:30.525556
- B/E: 133 / 108 , Gen_loss: -0.36668667 MI_loss: 22.292469 Detection error: 0.010290801525115967 time: 4:03:31.383875
- B/E: 134 / 108 , Gen_loss: -0.34531233 MI_loss: 21.027418 Detection error: 0.01030045747756958 time: 4:03:32.244071
- B/E: 135 / 108 , Gen_loss: -0.35868022 MI_loss: 21.8381 Detection error: 0.010300993919372559 time: 4:03:33.104246
- B/E: 136 / 108 , Gen_loss: -0.3632417 MI_loss: 22.05028 Detection error: 0.010304510593414307 time: 4:03:33.966517
- B/E: 137 / 108 , Gen_loss: -0.3537706 MI_loss: 21.368706 Detection error: 0.010309994220733643 time: 4:03:34.827374
- B/E: 138 / 108 , Gen_loss: -0.36625946 MI_loss: 22.187012 Detection error: 0.010309338569641113 time: 4:03:35.688413
- B/E: 139 / 108 , Gen_loss: -0.36237293 MI_loss: 21.919346 Detection error: 0.01031494140625 time: 4:03:36.546827
- B/E: 140 / 108 , Gen_loss: -0.34739327 MI_loss: 21.081112 Detection error: 0.01031583547592163 time: 4:03:37.410492
- B/E: 141 / 108 , Gen_loss: -0.3577421 MI_loss: 21.4784 Detection error: 0.010316431522369385 time: 4:03:38.269646
- B/E: 142 / 108 , Gen_loss: -0.3610559 MI_loss: 22.040342 Detection error: 0.010317981243133545 time: 4:03:39.131618
- B/E: 143 / 108 , Gen_loss: -0.3571364 MI_loss: 21.66386 Detection error: 0.010314643383026123 time: 4:03:39.993929
- B/E: 144 / 108 , Gen_loss: -0.34217706 MI_loss: 20.69446 Detection error: 0.010320484638214111 time: 4:03:40.782810
- B/E: 145 / 108 , Gen_loss: -0.35648793 MI_loss: 21.564243 Detection error: 0.010324299335479736 time: 4:03:41.609907
- B/E: 146 / 108 , Gen_loss: -0.36420465 MI_loss: 21.961452 Detection error: 0.010330796241760254 time: 4:03:42.467988
- B/E: 147 / 108 , Gen_loss: -0.36200312 MI_loss: 21.89471 Detection error: 0.01033085584640503 time: 4:03:43.344572
- B/E: 148 / 108 , Gen_loss: -0.35675976 MI_loss: 21.641893 Detection error: 0.010332822799682617 time: 4:03:44.290082
- B/E: 149 / 108 , Gen_loss: -0.36353153 MI_loss: 22.103476 Detection error: 0.01034080982208252 time: 4:03:45.148721
-
- Test Loss: 10.5447 Test Error: 0.010916650295257568
- -----
- EPOCH: 109
- B/E: 0 / 109 , Gen_loss: -0.34532747 MI_loss: 20.968716 Detection error: 0.011687517166137695 time: 4:03:47.129147
- B/E: 1 / 109 , Gen_loss: -0.3374765 MI_loss: 20.411283 Detection error: 0.011406242847442627 time: 4:04:00.907368
- B/E: 2 / 109 , Gen_loss: -0.3485037 MI_loss: 21.145058 Detection error: 0.010937511920928955 time: 4:04:01.796319
- B/E: 3 / 109 , Gen_loss: -0.3483958 MI_loss: 21.187534 Detection error: 0.010734379291534424 time: 4:04:02.690531
- B/E: 4 / 109 , Gen_loss: -0.34945893 MI_loss: 21.2205 Detection error: 0.01061248779296875 time: 4:04:03.562650
- B/E: 5 / 109 , Gen_loss: -0.35524347 MI_loss: 21.633383 Detection error: 0.010588526725769043 time: 4:04:04.335583
- B/E: 6 / 109 , Gen_loss: -0.36023515 MI_loss: 21.913443 Detection error: 0.010540187358856201 time: 4:04:05.088609
- B/E: 7 / 109 , Gen_loss: -0.35352966 MI_loss: 21.470913 Detection error: 0.010546863079071045 time: 4:04:05.981956
- B/E: 8 / 109 , Gen_loss: -0.35861233 MI_loss: 21.592104 Detection error: 0.010399281978607178 time: 4:04:06.839195
- B/E: 9 / 109 , Gen_loss: -0.3571635 MI_loss: 21.771635 Detection error: 0.010403096675872803 time: 4:04:07.743218
- B/E: 10 / 109 , Gen_loss: -0.3596121 MI_loss: 21.734184 Detection error: 0.010369300842285156 time: 4:04:08.780657
- B/E: 11 / 109 , Gen_loss: -0.35128367 MI_loss: 21.410854 Detection error: 0.010434925556182861 time: 4:04:09.668155
- B/E: 12 / 109 , Gen_loss: -0.35417274 MI_loss: 21.52536 Detection error: 0.010485589504241943 time: 4:04:10.541226
- B/E: 13 / 109 , Gen_loss: -0.36176223 MI_loss: 21.912312 Detection error: 0.010522305965423584 time: 4:04:11.440619
- B/E: 14 / 109 , Gen_loss: -0.3624947 MI_loss: 21.920204 Detection error: 0.010483324527740479 time: 4:04:12.302655
- B/E: 15 / 109 , Gen_loss: -0.35937023 MI_loss: 21.62698 Detection error: 0.010449230670928955 time: 4:04:13.164793
- B/E: 16 / 109 , Gen_loss: -0.35165456 MI_loss: 21.287554 Detection error: 0.010408103466033936 time: 4:04:14.027472
- B/E: 17 / 109 , Gen_loss: -0.3500315 MI_loss: 21.199476 Detection error: 0.010373234748840332 time: 4:04:14.885872
- B/E: 18 / 109 , Gen_loss: -0.35180086 MI_loss: 21.358988 Detection error: 0.010315775871276855 time: 4:04:15.702434
- B/E: 19 / 109 , Gen_loss: -0.3586451 MI_loss: 21.862307 Detection error: 0.010332822799682617 time: 4:04:16.577965
- B/E: 20 / 109 , Gen_loss: -0.35617784 MI_loss: 21.614243 Detection error: 0.010342240333557129 time: 4:04:17.438378
- B/E: 21 / 109 , Gen_loss: -0.3538513 MI_loss: 21.53254 Detection error: 0.01033240556716919 time: 4:04:18.248276
- B/E: 22 / 109 , Gen_loss: -0.3585802 MI_loss: 21.620163 Detection error: 0.01033562421798706 time: 4:04:19.086540
- B/E: 23 / 109 , Gen_loss: -0.3551872 MI_loss: 21.568241 Detection error: 0.010334610939025879 time: 4:04:19.949908
- B/E: 24 / 109 , Gen_loss: -0.352854 MI_loss: 21.22039 Detection error: 0.010336220264434814 time: 4:04:20.812654
- B/E: 25 / 109 , Gen_loss: -0.35207772 MI_loss: 21.3409 Detection error: 0.010335326194763184 time: 4:04:21.772333
- B/E: 26 / 109 , Gen_loss: -0.35114655 MI_loss: 21.408651 Detection error: 0.01038891077041626 time: 4:04:22.640885
- B/E: 27 / 109 , Gen_loss: -0.3620016 MI_loss: 22.047543 Detection error: 0.010416269302368164 time: 4:04:23.523790
- B/E: 28 / 109 , Gen_loss: -0.3493277 MI_loss: 21.097923 Detection error: 0.010415971279144287 time: 4:04:24.381980
- B/E: 29 / 109 , Gen_loss: -0.34908658 MI_loss: 21.147778 Detection error: 0.01042187213897705 time: 4:04:25.239243
- B/E: 30 / 109 , Gen_loss: -0.3477487 MI_loss: 21.200165 Detection error: 0.010424375534057617 time: 4:04:26.100158
- B/E: 31 / 109 , Gen_loss: -0.35758603 MI_loss: 21.603607 Detection error: 0.010390639305114746 time: 4:04:26.959917
- B/E: 32 / 109 , Gen_loss: -0.3538156 MI_loss: 21.620512 Detection error: 0.010392069816589355 time: 4:04:27.820212
- B/E: 33 / 109 , Gen_loss: -0.36435872 MI_loss: 22.031788 Detection error: 0.0103529691696167 time: 4:04:28.677469
- B/E: 34 / 109 , Gen_loss: -0.3571683 MI_loss: 21.70861 Detection error: 0.010347306728363037 time: 4:04:29.539849
- B/E: 35 / 109 , Gen_loss: -0.36236274 MI_loss: 21.949509 Detection error: 0.010340273380279541 time: 4:04:30.398752
- B/E: 36 / 109 , Gen_loss: -0.35088497 MI_loss: 21.325115 Detection error: 0.010341227054595947 time: 4:04:31.257316
- B/E: 37 / 109 , Gen_loss: -0.3531446 MI_loss: 21.430256 Detection error: 0.010339617729187012 time: 4:04:32.114308
- B/E: 38 / 109 , Gen_loss: -0.36345658 MI_loss: 22.154018 Detection error: 0.010366976261138916 time: 4:04:32.979353
- B/E: 39 / 109 , Gen_loss: -0.35598433 MI_loss: 21.353859 Detection error: 0.010335147380828857 time: 4:04:33.838030
- B/E: 40 / 109 , Gen_loss: -0.34372866 MI_loss: 20.90316 Detection error: 0.010336875915527344 time: 4:04:34.697271
- B/E: 41 / 109 , Gen_loss: -0.35338473 MI_loss: 21.505001 Detection error: 0.010328888893127441 time: 4:04:35.653916
- B/E: 42 / 109 , Gen_loss: -0.34496984 MI_loss: 20.970634 Detection error: 0.010309576988220215 time: 4:04:36.518333
- B/E: 43 / 109 , Gen_loss: -0.36156136 MI_loss: 21.825535 Detection error: 0.01030963659286499 time: 4:04:37.378383
- B/E: 44 / 109 , Gen_loss: -0.35045213 MI_loss: 21.199993 Detection error: 0.010329842567443848 time: 4:04:38.240586
- B/E: 45 / 109 , Gen_loss: -0.36578745 MI_loss: 22.187536 Detection error: 0.010331511497497559 time: 4:04:39.128813
- B/E: 46 / 109 , Gen_loss: -0.34931532 MI_loss: 21.236494 Detection error: 0.010334432125091553 time: 4:04:39.994301
- B/E: 47 / 109 , Gen_loss: -0.35878128 MI_loss: 21.762413 Detection error: 0.010324239730834961 time: 4:04:40.854081
- B/E: 48 / 109 , Gen_loss: -0.34984884 MI_loss: 21.280386 Detection error: 0.010345041751861572 time: 4:04:41.713502
- B/E: 49 / 109 , Gen_loss: -0.34301588 MI_loss: 20.77243 Detection error: 0.01034313440322876 time: 4:04:42.597208
- B/E: 50 / 109 , Gen_loss: -0.3538259 MI_loss: 21.51663 Detection error: 0.010348021984100342 time: 4:04:43.459982
- B/E: 51 / 109 , Gen_loss: -0.35990575 MI_loss: 21.832275 Detection error: 0.010352134704589844 time: 4:04:44.322590
- B/E: 52 / 109 , Gen_loss: -0.35852784 MI_loss: 21.587917 Detection error: 0.010342001914978027 time: 4:04:45.184420
- B/E: 53 / 109 , Gen_loss: -0.3598819 MI_loss: 21.92141 Detection error: 0.010363399982452393 time: 4:04:46.048263
- B/E: 54 / 109 , Gen_loss: -0.35192832 MI_loss: 21.357765 Detection error: 0.01035851240158081 time: 4:04:46.907966
- B/E: 55 / 109 , Gen_loss: -0.35744762 MI_loss: 21.677874 Detection error: 0.0103493332862854 time: 4:04:47.769825
- B/E: 56 / 109 , Gen_loss: -0.3493266 MI_loss: 21.13796 Detection error: 0.010328948497772217 time: 4:04:48.631015
- B/E: 57 / 109 , Gen_loss: -0.35348392 MI_loss: 21.496567 Detection error: 0.010320603847503662 time: 4:04:49.596142
- B/E: 58 / 109 , Gen_loss: -0.35848922 MI_loss: 21.76872 Detection error: 0.010309338569641113 time: 4:04:50.459084
- B/E: 59 / 109 , Gen_loss: -0.3544681 MI_loss: 21.543388 Detection error: 0.010325491428375244 time: 4:04:51.322643
- B/E: 60 / 109 , Gen_loss: -0.3510749 MI_loss: 21.212593 Detection error: 0.010328352451324463 time: 4:04:52.182826
- B/E: 61 / 109 , Gen_loss: -0.3586914 MI_loss: 21.97584 Detection error: 0.010326623916625977 time: 4:04:53.047978
- B/E: 62 / 109 , Gen_loss: -0.35374275 MI_loss: 21.527428 Detection error: 0.010330379009246826 time: 4:04:53.909829
- B/E: 63 / 109 , Gen_loss: -0.35989615 MI_loss: 21.851124 Detection error: 0.010326147079467773 time: 4:04:54.772356
- B/E: 64 / 109 , Gen_loss: -0.35151687 MI_loss: 21.445524 Detection error: 0.010326921939849854 time: 4:04:55.639924
- B/E: 65 / 109 , Gen_loss: -0.3627334 MI_loss: 21.875212 Detection error: 0.010323882102966309 time: 4:04:56.454281
- B/E: 66 / 109 , Gen_loss: -0.36952856 MI_loss: 22.405334 Detection error: 0.010318577289581299 time: 4:04:57.208468
- B/E: 67 / 109 , Gen_loss: -0.3689721 MI_loss: 22.38973 Detection error: 0.010309278964996338 time: 4:04:57.984744
- B/E: 68 / 109 , Gen_loss: -0.35566512 MI_loss: 21.431782 Detection error: 0.010308444499969482 time: 4:04:58.831070
- B/E: 69 / 109 , Gen_loss: -0.3538488 MI_loss: 21.503757 Detection error: 0.010315179824829102 time: 4:04:59.700937
- B/E: 70 / 109 , Gen_loss: -0.34641737 MI_loss: 20.980171 Detection error: 0.010306358337402344 time: 4:05:00.558322
- B/E: 71 / 109 , Gen_loss: -0.3554101 MI_loss: 21.508276 Detection error: 0.010309457778930664 time: 4:05:01.418134
- B/E: 72 / 109 , Gen_loss: -0.3609221 MI_loss: 21.923899 Detection error: 0.010306477546691895 time: 4:05:02.279144
- B/E: 73 / 109 , Gen_loss: -0.35281476 MI_loss: 21.378647 Detection error: 0.010298967361450195 time: 4:05:03.229070
- B/E: 74 / 109 , Gen_loss: -0.3651429 MI_loss: 22.190327 Detection error: 0.010292887687683105 time: 4:05:04.103875
- B/E: 75 / 109 , Gen_loss: -0.3610021 MI_loss: 21.847324 Detection error: 0.010286569595336914 time: 4:05:04.972772
- B/E: 76 / 109 , Gen_loss: -0.34923476 MI_loss: 21.19203 Detection error: 0.010293006896972656 time: 4:05:05.837043
- B/E: 77 / 109 , Gen_loss: -0.35189733 MI_loss: 21.405716 Detection error: 0.010287284851074219 time: 4:05:06.698809
- B/E: 78 / 109 , Gen_loss: -0.3623982 MI_loss: 21.750683 Detection error: 0.010285615921020508 time: 4:05:07.562036
- B/E: 79 / 109 , Gen_loss: -0.3546354 MI_loss: 21.51653 Detection error: 0.010303139686584473 time: 4:05:08.425946
- B/E: 80 / 109 , Gen_loss: -0.35597312 MI_loss: 21.650204 Detection error: 0.010312139987945557 time: 4:05:09.225497
- B/E: 81 / 109 , Gen_loss: -0.3613002 MI_loss: 21.809235 Detection error: 0.01029956340789795 time: 4:05:09.979060
- B/E: 82 / 109 , Gen_loss: -0.34720284 MI_loss: 20.961767 Detection error: 0.010297417640686035 time: 4:05:10.774372
- B/E: 83 / 109 , Gen_loss: -0.35331082 MI_loss: 21.277988 Detection error: 0.010306179523468018 time: 4:05:11.617880
- B/E: 84 / 109 , Gen_loss: -0.35515004 MI_loss: 21.559484 Detection error: 0.01030033826828003 time: 4:05:12.487559
- B/E: 85 / 109 , Gen_loss: -0.35555643 MI_loss: 21.446775 Detection error: 0.0102805495262146 time: 4:05:13.349345
- B/E: 86 / 109 , Gen_loss: -0.3488879 MI_loss: 21.232555 Detection error: 0.01028376817703247 time: 4:05:14.210652
- B/E: 87 / 109 , Gen_loss: -0.35402766 MI_loss: 21.205292 Detection error: 0.010268807411193848 time: 4:05:15.072515
- B/E: 88 / 109 , Gen_loss: -0.34565115 MI_loss: 20.816605 Detection error: 0.010257363319396973 time: 4:05:15.960099
- B/E: 89 / 109 , Gen_loss: -0.3621764 MI_loss: 22.029205 Detection error: 0.010269463062286377 time: 4:05:16.900662
- B/E: 90 / 109 , Gen_loss: -0.36017585 MI_loss: 21.882269 Detection error: 0.010270237922668457 time: 4:05:17.744797
- B/E: 91 / 109 , Gen_loss: -0.3463894 MI_loss: 21.057846 Detection error: 0.010274112224578857 time: 4:05:18.628713
- B/E: 92 / 109 , Gen_loss: -0.33643636 MI_loss: 20.320265 Detection error: 0.0102614164352417 time: 4:05:19.509958
- B/E: 93 / 109 , Gen_loss: -0.347368 MI_loss: 21.106583 Detection error: 0.010253965854644775 time: 4:05:20.285972
- B/E: 94 / 109 , Gen_loss: -0.353805 MI_loss: 21.608652 Detection error: 0.010268449783325195 time: 4:05:21.109344
- B/E: 95 / 109 , Gen_loss: -0.35915035 MI_loss: 21.846363 Detection error: 0.010278642177581787 time: 4:05:21.970544
- B/E: 96 / 109 , Gen_loss: -0.35503444 MI_loss: 21.464628 Detection error: 0.010271906852722168 time: 4:05:22.868267
- B/E: 97 / 109 , Gen_loss: -0.35668132 MI_loss: 21.585152 Detection error: 0.010267853736877441 time: 4:05:23.725915
- B/E: 98 / 109 , Gen_loss: -0.3505753 MI_loss: 21.219099 Detection error: 0.01025313138961792 time: 4:05:24.589425
- B/E: 99 / 109 , Gen_loss: -0.3514294 MI_loss: 21.485783 Detection error: 0.010253429412841797 time: 4:05:25.450536
- B/E: 100 / 109 , Gen_loss: -0.36106688 MI_loss: 21.914879 Detection error: 0.010251879692077637 time: 4:05:26.314063
- B/E: 101 / 109 , Gen_loss: -0.35354772 MI_loss: 21.41426 Detection error: 0.010261058807373047 time: 4:05:27.172636
- B/E: 102 / 109 , Gen_loss: -0.3483412 MI_loss: 21.149164 Detection error: 0.010263681411743164 time: 4:05:28.030127
- B/E: 103 / 109 , Gen_loss: -0.36045387 MI_loss: 21.845795 Detection error: 0.010268628597259521 time: 4:05:28.887684
- B/E: 104 / 109 , Gen_loss: -0.3486945 MI_loss: 21.08506 Detection error: 0.01026695966720581 time: 4:05:29.757375
- B/E: 105 / 109 , Gen_loss: -0.3502003 MI_loss: 21.264524 Detection error: 0.010264754295349121 time: 4:05:30.716987
- B/E: 106 / 109 , Gen_loss: -0.3523703 MI_loss: 21.421944 Detection error: 0.010267794132232666 time: 4:05:31.532779
- B/E: 107 / 109 , Gen_loss: -0.35876355 MI_loss: 21.69842 Detection error: 0.010269701480865479 time: 4:05:32.288548
- B/E: 108 / 109 , Gen_loss: -0.3607176 MI_loss: 21.918133 Detection error: 0.010272383689880371 time: 4:05:33.128580
- B/E: 109 / 109 , Gen_loss: -0.35049453 MI_loss: 21.087152 Detection error: 0.01026618480682373 time: 4:05:33.985109
- B/E: 110 / 109 , Gen_loss: -0.35122216 MI_loss: 21.160702 Detection error: 0.010257303714752197 time: 4:05:34.842784
- B/E: 111 / 109 , Gen_loss: -0.3617672 MI_loss: 21.95752 Detection error: 0.010258078575134277 time: 4:05:35.737888
- B/E: 112 / 109 , Gen_loss: -0.37041134 MI_loss: 22.214903 Detection error: 0.010257184505462646 time: 4:05:36.596436
- B/E: 113 / 109 , Gen_loss: -0.36781225 MI_loss: 22.509724 Detection error: 0.010260939598083496 time: 4:05:37.454364
- B/E: 114 / 109 , Gen_loss: -0.35890454 MI_loss: 21.883125 Detection error: 0.010262787342071533 time: 4:05:38.315388
- B/E: 115 / 109 , Gen_loss: -0.35669985 MI_loss: 21.68938 Detection error: 0.010260224342346191 time: 4:05:39.178861
- B/E: 116 / 109 , Gen_loss: -0.34014076 MI_loss: 20.729855 Detection error: 0.010260939598083496 time: 4:05:40.042493
- B/E: 117 / 109 , Gen_loss: -0.35270226 MI_loss: 21.45494 Detection error: 0.01026296615600586 time: 4:05:40.902870
- B/E: 118 / 109 , Gen_loss: -0.35029203 MI_loss: 21.175438 Detection error: 0.010256290435791016 time: 4:05:41.764151
- B/E: 119 / 109 , Gen_loss: -0.35469776 MI_loss: 21.471983 Detection error: 0.010252594947814941 time: 4:05:42.624038
- B/E: 120 / 109 , Gen_loss: -0.34294924 MI_loss: 20.943672 Detection error: 0.010253071784973145 time: 4:05:43.485386
- B/E: 121 / 109 , Gen_loss: -0.35874206 MI_loss: 21.91611 Detection error: 0.01025688648223877 time: 4:05:44.433555
- B/E: 122 / 109 , Gen_loss: -0.3603579 MI_loss: 21.756287 Detection error: 0.010252058506011963 time: 4:05:45.294150
- B/E: 123 / 109 , Gen_loss: -0.33163998 MI_loss: 20.066378 Detection error: 0.01024317741394043 time: 4:05:46.161481
- B/E: 124 / 109 , Gen_loss: -0.35539207 MI_loss: 21.583115 Detection error: 0.010243475437164307 time: 4:05:47.024376
- B/E: 125 / 109 , Gen_loss: -0.34910685 MI_loss: 21.25354 Detection error: 0.010244786739349365 time: 4:05:47.886492
- B/E: 126 / 109 , Gen_loss: -0.3471322 MI_loss: 21.017729 Detection error: 0.010252952575683594 time: 4:05:48.763405
- B/E: 127 / 109 , Gen_loss: -0.35269725 MI_loss: 21.261242 Detection error: 0.01025170087814331 time: 4:05:49.636627
- B/E: 128 / 109 , Gen_loss: -0.36191177 MI_loss: 21.960407 Detection error: 0.010253608226776123 time: 4:05:50.497325
- B/E: 129 / 109 , Gen_loss: -0.34856188 MI_loss: 21.247986 Detection error: 0.01026296615600586 time: 4:05:51.360260
- B/E: 130 / 109 , Gen_loss: -0.36032522 MI_loss: 21.772635 Detection error: 0.01027148962020874 time: 4:05:52.248669
- B/E: 131 / 109 , Gen_loss: -0.36359578 MI_loss: 22.058874 Detection error: 0.010273933410644531 time: 4:05:53.114189
- B/E: 132 / 109 , Gen_loss: -0.36473963 MI_loss: 22.115253 Detection error: 0.010270416736602783 time: 4:05:53.976968
- B/E: 133 / 109 , Gen_loss: -0.34667856 MI_loss: 21.23085 Detection error: 0.01027613878250122 time: 4:05:54.839151
- B/E: 134 / 109 , Gen_loss: -0.35471886 MI_loss: 21.478184 Detection error: 0.010281264781951904 time: 4:05:55.724135
- B/E: 135 / 109 , Gen_loss: -0.3601632 MI_loss: 21.744051 Detection error: 0.010283291339874268 time: 4:05:56.505445
- B/E: 136 / 109 , Gen_loss: -0.35634524 MI_loss: 21.598186 Detection error: 0.010284900665283203 time: 4:05:57.291893
- B/E: 137 / 109 , Gen_loss: -0.35346305 MI_loss: 21.462458 Detection error: 0.01028895378112793 time: 4:05:58.140672
- B/E: 138 / 109 , Gen_loss: -0.35432094 MI_loss: 21.505583 Detection error: 0.010291814804077148 time: 4:05:58.909004
- B/E: 139 / 109 , Gen_loss: -0.3588753 MI_loss: 21.653528 Detection error: 0.010300874710083008 time: 4:05:59.760486
- B/E: 140 / 109 , Gen_loss: -0.3551433 MI_loss: 21.533295 Detection error: 0.010298967361450195 time: 4:06:00.620656
- B/E: 141 / 109 , Gen_loss: -0.35969198 MI_loss: 21.763863 Detection error: 0.010297775268554688 time: 4:06:01.479426
- B/E: 142 / 109 , Gen_loss: -0.35768712 MI_loss: 21.564295 Detection error: 0.010297000408172607 time: 4:06:02.342108
- B/E: 143 / 109 , Gen_loss: -0.36551717 MI_loss: 22.02457 Detection error: 0.010295331478118896 time: 4:06:03.202794
- B/E: 144 / 109 , Gen_loss: -0.35212937 MI_loss: 21.224737 Detection error: 0.010302126407623291 time: 4:06:04.064003
- B/E: 145 / 109 , Gen_loss: -0.34737703 MI_loss: 21.090538 Detection error: 0.010308444499969482 time: 4:06:04.926954
- B/E: 146 / 109 , Gen_loss: -0.35399714 MI_loss: 21.3712 Detection error: 0.01031184196472168 time: 4:06:05.792940
- B/E: 147 / 109 , Gen_loss: -0.35375983 MI_loss: 21.465218 Detection error: 0.010315239429473877 time: 4:06:06.655601
- B/E: 148 / 109 , Gen_loss: -0.34750593 MI_loss: 21.034485 Detection error: 0.010315418243408203 time: 4:06:07.443891
- B/E: 149 / 109 , Gen_loss: -0.36293605 MI_loss: 22.012047 Detection error: 0.010323524475097656 time: 4:06:08.223575
-
- Test Loss: 10.559604 Test Error: 0.010924994945526123
- -----
- EPOCH: 110
- B/E: 0 / 110 , Gen_loss: -0.34510827 MI_loss: 20.972172 Detection error: 0.011406242847442627 time: 4:06:10.151433
- B/E: 1 / 110 , Gen_loss: -0.34315598 MI_loss: 20.935635 Detection error: 0.011187493801116943 time: 4:06:23.796338
- B/E: 2 / 110 , Gen_loss: -0.34051418 MI_loss: 20.48237 Detection error: 0.010541677474975586 time: 4:06:24.668703
- B/E: 3 / 110 , Gen_loss: -0.3562981 MI_loss: 21.664234 Detection error: 0.010570287704467773 time: 4:06:25.516609
- B/E: 4 / 110 , Gen_loss: -0.358602 MI_loss: 21.651941 Detection error: 0.010356247425079346 time: 4:06:26.378939
- B/E: 5 / 110 , Gen_loss: -0.34835938 MI_loss: 21.407082 Detection error: 0.010385394096374512 time: 4:06:27.240567
- B/E: 6 / 110 , Gen_loss: -0.35456786 MI_loss: 21.56148 Detection error: 0.01048213243484497 time: 4:06:28.124587
- B/E: 7 / 110 , Gen_loss: -0.35012355 MI_loss: 21.14339 Detection error: 0.010511696338653564 time: 4:06:28.985539
- B/E: 8 / 110 , Gen_loss: -0.35660583 MI_loss: 21.553097 Detection error: 0.01045835018157959 time: 4:06:29.844704
- B/E: 9 / 110 , Gen_loss: -0.34287646 MI_loss: 20.753878 Detection error: 0.010371863842010498 time: 4:06:30.702496
- B/E: 10 / 110 , Gen_loss: -0.37095046 MI_loss: 22.490189 Detection error: 0.01040339469909668 time: 4:06:31.583906
- B/E: 11 / 110 , Gen_loss: -0.36049384 MI_loss: 21.75166 Detection error: 0.010437488555908203 time: 4:06:32.442406
- B/E: 12 / 110 , Gen_loss: -0.3541005 MI_loss: 21.304195 Detection error: 0.010473549365997314 time: 4:06:33.303045
- B/E: 13 / 110 , Gen_loss: -0.36242884 MI_loss: 21.95253 Detection error: 0.010473191738128662 time: 4:06:34.163495
- B/E: 14 / 110 , Gen_loss: -0.35689446 MI_loss: 21.629604 Detection error: 0.010452091693878174 time: 4:06:35.030053
- B/E: 15 / 110 , Gen_loss: -0.358685 MI_loss: 21.629642 Detection error: 0.010412096977233887 time: 4:06:35.890218
- B/E: 16 / 110 , Gen_loss: -0.35035387 MI_loss: 21.135736 Detection error: 0.010387837886810303 time: 4:06:36.675656
- B/E: 17 / 110 , Gen_loss: -0.35586306 MI_loss: 21.55294 Detection error: 0.010348975658416748 time: 4:06:37.424220
- B/E: 18 / 110 , Gen_loss: -0.35436952 MI_loss: 21.466244 Detection error: 0.010297715663909912 time: 4:06:38.373580
- B/E: 19 / 110 , Gen_loss: -0.3556482 MI_loss: 21.623625 Detection error: 0.01029062271118164 time: 4:06:39.233410
- B/E: 20 / 110 , Gen_loss: -0.34996977 MI_loss: 21.086088 Detection error: 0.010313987731933594 time: 4:06:40.092941
- B/E: 21 / 110 , Gen_loss: -0.36284912 MI_loss: 22.028854 Detection error: 0.010303974151611328 time: 4:06:40.945217
- B/E: 22 / 110 , Gen_loss: -0.35973597 MI_loss: 21.611286 Detection error: 0.010294854640960693 time: 4:06:41.700551
- B/E: 23 / 110 , Gen_loss: -0.3599797 MI_loss: 21.692377 Detection error: 0.010282576084136963 time: 4:06:42.552366
- B/E: 24 / 110 , Gen_loss: -0.35757312 MI_loss: 21.663177 Detection error: 0.010285019874572754 time: 4:06:43.410387
- B/E: 25 / 110 , Gen_loss: -0.35342112 MI_loss: 21.293133 Detection error: 0.010290861129760742 time: 4:06:44.271737
- B/E: 26 / 110 , Gen_loss: -0.34851664 MI_loss: 21.026924 Detection error: 0.010344922542572021 time: 4:06:45.132989
- B/E: 27 / 110 , Gen_loss: -0.35762984 MI_loss: 21.762844 Detection error: 0.010387301445007324 time: 4:06:45.923235
- B/E: 28 / 110 , Gen_loss: -0.3719368 MI_loss: 22.56556 Detection error: 0.010390102863311768 time: 4:06:46.675563
- B/E: 29 / 110 , Gen_loss: -0.3491356 MI_loss: 21.229004 Detection error: 0.010399997234344482 time: 4:06:47.466837
- B/E: 30 / 110 , Gen_loss: -0.3534887 MI_loss: 21.41464 Detection error: 0.010385096073150635 time: 4:06:48.335748
- B/E: 31 / 110 , Gen_loss: -0.34741008 MI_loss: 21.102257 Detection error: 0.010355472564697266 time: 4:06:49.273459
- B/E: 32 / 110 , Gen_loss: -0.35555723 MI_loss: 21.475023 Detection error: 0.010363638401031494 time: 4:06:50.132884
- B/E: 33 / 110 , Gen_loss: -0.36275843 MI_loss: 21.77432 Detection error: 0.010338246822357178 time: 4:06:50.995323
- B/E: 34 / 110 , Gen_loss: -0.3501426 MI_loss: 21.252422 Detection error: 0.010333061218261719 time: 4:06:51.864515
- B/E: 35 / 110 , Gen_loss: -0.36286646 MI_loss: 21.871332 Detection error: 0.010304689407348633 time: 4:06:52.729064
- B/E: 36 / 110 , Gen_loss: -0.3542989 MI_loss: 21.554054 Detection error: 0.010320127010345459 time: 4:06:53.539530
- B/E: 37 / 110 , Gen_loss: -0.35437688 MI_loss: 21.589634 Detection error: 0.010316610336303711 time: 4:06:54.345468
- B/E: 38 / 110 , Gen_loss: -0.34872162 MI_loss: 21.01226 Detection error: 0.010325312614440918 time: 4:06:55.150855
- B/E: 39 / 110 , Gen_loss: -0.36038977 MI_loss: 21.77604 Detection error: 0.010305464267730713 time: 4:06:56.013293
- B/E: 40 / 110 , Gen_loss: -0.37135637 MI_loss: 22.463467 Detection error: 0.010300278663635254 time: 4:06:56.873090
- B/E: 41 / 110 , Gen_loss: -0.34528473 MI_loss: 20.792534 Detection error: 0.010293126106262207 time: 4:06:57.659358
- B/E: 42 / 110 , Gen_loss: -0.34605414 MI_loss: 20.93437 Detection error: 0.010284900665283203 time: 4:06:58.448330
- B/E: 43 / 110 , Gen_loss: -0.35834572 MI_loss: 21.76799 Detection error: 0.010285496711730957 time: 4:06:59.205541
- B/E: 44 / 110 , Gen_loss: -0.3531107 MI_loss: 21.419615 Detection error: 0.010297238826751709 time: 4:07:00.052779
- B/E: 45 / 110 , Gen_loss: -0.34907064 MI_loss: 21.236986 Detection error: 0.010309755802154541 time: 4:07:00.910387
- B/E: 46 / 110 , Gen_loss: -0.35680768 MI_loss: 21.601524 Detection error: 0.010313153266906738 time: 4:07:01.775027
- B/E: 47 / 110 , Gen_loss: -0.34588528 MI_loss: 20.886953 Detection error: 0.010302066802978516 time: 4:07:02.632818
- B/E: 48 / 110 , Gen_loss: -0.36519414 MI_loss: 22.352 Detection error: 0.010316967964172363 time: 4:07:03.579538
- B/E: 49 / 110 , Gen_loss: -0.3576583 MI_loss: 21.70347 Detection error: 0.010323762893676758 time: 4:07:04.466403
- B/E: 50 / 110 , Gen_loss: -0.3496524 MI_loss: 21.415161 Detection error: 0.010328412055969238 time: 4:07:05.339868
- B/E: 51 / 110 , Gen_loss: -0.3581787 MI_loss: 21.73934 Detection error: 0.010328710079193115 time: 4:07:06.203615
- B/E: 52 / 110 , Gen_loss: -0.36911413 MI_loss: 22.289701 Detection error: 0.010326623916625977 time: 4:07:07.067139
- B/E: 53 / 110 , Gen_loss: -0.3635008 MI_loss: 21.843254 Detection error: 0.010342597961425781 time: 4:07:07.906742
- B/E: 54 / 110 , Gen_loss: -0.34779522 MI_loss: 21.196033 Detection error: 0.010347723960876465 time: 4:07:08.665534
- B/E: 55 / 110 , Gen_loss: -0.3366412 MI_loss: 20.332333 Detection error: 0.010328710079193115 time: 4:07:09.545004
- B/E: 56 / 110 , Gen_loss: -0.35700473 MI_loss: 21.617573 Detection error: 0.010304808616638184 time: 4:07:10.406637
- B/E: 57 / 110 , Gen_loss: -0.3601794 MI_loss: 21.845108 Detection error: 0.010311424732208252 time: 4:07:11.287544
- B/E: 58 / 110 , Gen_loss: -0.3561571 MI_loss: 21.646097 Detection error: 0.010299265384674072 time: 4:07:12.148377
- B/E: 59 / 110 , Gen_loss: -0.36089382 MI_loss: 21.964497 Detection error: 0.010325014591217041 time: 4:07:13.010495
- B/E: 60 / 110 , Gen_loss: -0.358355 MI_loss: 21.650469 Detection error: 0.010319173336029053 time: 4:07:13.873399
- B/E: 61 / 110 , Gen_loss: -0.3529664 MI_loss: 21.450516 Detection error: 0.01031351089477539 time: 4:07:14.738822
- B/E: 62 / 110 , Gen_loss: -0.34891453 MI_loss: 21.257751 Detection error: 0.010323882102966309 time: 4:07:15.592312
- B/E: 63 / 110 , Gen_loss: -0.35177 MI_loss: 21.086763 Detection error: 0.010318338871002197 time: 4:07:16.565453
- B/E: 64 / 110 , Gen_loss: -0.36107746 MI_loss: 21.81259 Detection error: 0.010312974452972412 time: 4:07:17.425140
- B/E: 65 / 110 , Gen_loss: -0.35369337 MI_loss: 21.476871 Detection error: 0.010312974452972412 time: 4:07:18.287380
- B/E: 66 / 110 , Gen_loss: -0.373944 MI_loss: 22.590649 Detection error: 0.01031482219696045 time: 4:07:19.150877
- B/E: 67 / 110 , Gen_loss: -0.36535192 MI_loss: 22.045866 Detection error: 0.010308802127838135 time: 4:07:20.011278
- B/E: 68 / 110 , Gen_loss: -0.34532705 MI_loss: 21.001333 Detection error: 0.010304808616638184 time: 4:07:20.875411
- B/E: 69 / 110 , Gen_loss: -0.36026347 MI_loss: 21.922188 Detection error: 0.010309815406799316 time: 4:07:21.739692
- B/E: 70 / 110 , Gen_loss: -0.3582712 MI_loss: 21.736345 Detection error: 0.010303676128387451 time: 4:07:22.602434
- B/E: 71 / 110 , Gen_loss: -0.3522895 MI_loss: 21.339565 Detection error: 0.01030510663986206 time: 4:07:23.465670
- B/E: 72 / 110 , Gen_loss: -0.3545874 MI_loss: 21.586687 Detection error: 0.010303080081939697 time: 4:07:24.328340
- B/E: 73 / 110 , Gen_loss: -0.35922974 MI_loss: 21.780628 Detection error: 0.010299384593963623 time: 4:07:25.191999
- B/E: 74 / 110 , Gen_loss: -0.359711 MI_loss: 21.891478 Detection error: 0.010302066802978516 time: 4:07:26.051703
- B/E: 75 / 110 , Gen_loss: -0.3556577 MI_loss: 21.681404 Detection error: 0.010297298431396484 time: 4:07:26.912076
- B/E: 76 / 110 , Gen_loss: -0.34896818 MI_loss: 21.148046 Detection error: 0.010294616222381592 time: 4:07:27.772137
- B/E: 77 / 110 , Gen_loss: -0.35853606 MI_loss: 21.606249 Detection error: 0.010288059711456299 time: 4:07:28.639099
- B/E: 78 / 110 , Gen_loss: -0.35455638 MI_loss: 21.513096 Detection error: 0.01028597354888916 time: 4:07:29.500426
- B/E: 79 / 110 , Gen_loss: -0.35303548 MI_loss: 21.43616 Detection error: 0.010301947593688965 time: 4:07:30.443263
- B/E: 80 / 110 , Gen_loss: -0.347846 MI_loss: 21.142574 Detection error: 0.010312139987945557 time: 4:07:31.306663
- B/E: 81 / 110 , Gen_loss: -0.35929272 MI_loss: 21.672796 Detection error: 0.010308325290679932 time: 4:07:32.169593
- B/E: 82 / 110 , Gen_loss: -0.35365868 MI_loss: 21.403866 Detection error: 0.010296285152435303 time: 4:07:33.030044
- B/E: 83 / 110 , Gen_loss: -0.35634914 MI_loss: 21.597748 Detection error: 0.010297238826751709 time: 4:07:33.893654
- B/E: 84 / 110 , Gen_loss: -0.35037607 MI_loss: 21.239769 Detection error: 0.010296344757080078 time: 4:07:34.759491
- B/E: 85 / 110 , Gen_loss: -0.3617959 MI_loss: 21.746273 Detection error: 0.010277628898620605 time: 4:07:35.624961
- B/E: 86 / 110 , Gen_loss: -0.35826224 MI_loss: 21.717283 Detection error: 0.010280191898345947 time: 4:07:36.484557
- B/E: 87 / 110 , Gen_loss: -0.361259 MI_loss: 21.908878 Detection error: 0.0102691650390625 time: 4:07:37.345639
- B/E: 88 / 110 , Gen_loss: -0.35592154 MI_loss: 21.495476 Detection error: 0.01025313138961792 time: 4:07:38.212806
- B/E: 89 / 110 , Gen_loss: -0.3557214 MI_loss: 21.62996 Detection error: 0.01026076078414917 time: 4:07:39.037454
- B/E: 90 / 110 , Gen_loss: -0.35694796 MI_loss: 21.688015 Detection error: 0.010263025760650635 time: 4:07:39.895574
- B/E: 91 / 110 , Gen_loss: -0.35627118 MI_loss: 21.69675 Detection error: 0.010262250900268555 time: 4:07:40.753226
- B/E: 92 / 110 , Gen_loss: -0.3397799 MI_loss: 20.43646 Detection error: 0.01025402545928955 time: 4:07:41.627485
- B/E: 93 / 110 , Gen_loss: -0.35913563 MI_loss: 21.926563 Detection error: 0.010254323482513428 time: 4:07:42.488784
- B/E: 94 / 110 , Gen_loss: -0.34715652 MI_loss: 21.143978 Detection error: 0.010272026062011719 time: 4:07:43.269919
- B/E: 95 / 110 , Gen_loss: -0.35070878 MI_loss: 21.181358 Detection error: 0.010273456573486328 time: 4:07:44.110629
- B/E: 96 / 110 , Gen_loss: -0.36031583 MI_loss: 21.881287 Detection error: 0.010271251201629639 time: 4:07:44.990682
- B/E: 97 / 110 , Gen_loss: -0.35645276 MI_loss: 21.53315 Detection error: 0.010261774063110352 time: 4:07:45.849635
- B/E: 98 / 110 , Gen_loss: -0.3435951 MI_loss: 20.865015 Detection error: 0.01025092601776123 time: 4:07:46.710308
- B/E: 99 / 110 , Gen_loss: -0.3507529 MI_loss: 21.16339 Detection error: 0.010245323181152344 time: 4:07:47.586802
- B/E: 100 / 110 , Gen_loss: -0.35437995 MI_loss: 21.46408 Detection error: 0.010248780250549316 time: 4:07:48.451996
- B/E: 101 / 110 , Gen_loss: -0.35592654 MI_loss: 21.586897 Detection error: 0.010259509086608887 time: 4:07:49.311985
- B/E: 102 / 110 , Gen_loss: -0.35485974 MI_loss: 21.6014 Detection error: 0.010259389877319336 time: 4:07:50.173396
- B/E: 103 / 110 , Gen_loss: -0.3633163 MI_loss: 22.082983 Detection error: 0.010259032249450684 time: 4:07:51.065236
- B/E: 104 / 110 , Gen_loss: -0.35947067 MI_loss: 21.722483 Detection error: 0.01026308536529541 time: 4:07:51.927036
- B/E: 105 / 110 , Gen_loss: -0.34813753 MI_loss: 21.25437 Detection error: 0.010258257389068604 time: 4:07:52.788601
- B/E: 106 / 110 , Gen_loss: -0.3582263 MI_loss: 21.703848 Detection error: 0.010260820388793945 time: 4:07:53.645859
- B/E: 107 / 110 , Gen_loss: -0.35263437 MI_loss: 21.439026 Detection error: 0.010267913341522217 time: 4:07:54.502273
- B/E: 108 / 110 , Gen_loss: -0.35858977 MI_loss: 21.865133 Detection error: 0.01027005910873413 time: 4:07:55.362306
- B/E: 109 / 110 , Gen_loss: -0.36389282 MI_loss: 22.090597 Detection error: 0.010265350341796875 time: 4:07:56.241223
- B/E: 110 / 110 , Gen_loss: -0.3635823 MI_loss: 21.917633 Detection error: 0.010257601737976074 time: 4:07:57.099925
- B/E: 111 / 110 , Gen_loss: -0.36013693 MI_loss: 21.731625 Detection error: 0.010254204273223877 time: 4:07:57.988063
- B/E: 112 / 110 , Gen_loss: -0.35704392 MI_loss: 21.485956 Detection error: 0.010255813598632812 time: 4:07:58.742246
- B/E: 113 / 110 , Gen_loss: -0.3590274 MI_loss: 21.80284 Detection error: 0.010256290435791016 time: 4:07:59.585982
- B/E: 114 / 110 , Gen_loss: -0.35257393 MI_loss: 21.587788 Detection error: 0.010261118412017822 time: 4:08:00.445530
- B/E: 115 / 110 , Gen_loss: -0.3593794 MI_loss: 21.749523 Detection error: 0.010254323482513428 time: 4:08:01.307914
- B/E: 116 / 110 , Gen_loss: -0.35280108 MI_loss: 21.478487 Detection error: 0.010259628295898438 time: 4:08:02.171050
- B/E: 117 / 110 , Gen_loss: -0.35006893 MI_loss: 21.29145 Detection error: 0.01025766134262085 time: 4:08:03.035117
- B/E: 118 / 110 , Gen_loss: -0.35877576 MI_loss: 21.797325 Detection error: 0.010256290435791016 time: 4:08:03.898627
- B/E: 119 / 110 , Gen_loss: -0.3545203 MI_loss: 21.453857 Detection error: 0.010250508785247803 time: 4:08:04.763504
- B/E: 120 / 110 , Gen_loss: -0.34881166 MI_loss: 21.32426 Detection error: 0.010249733924865723 time: 4:08:05.623946
- B/E: 121 / 110 , Gen_loss: -0.36124226 MI_loss: 21.97657 Detection error: 0.010254383087158203 time: 4:08:06.483586
- B/E: 122 / 110 , Gen_loss: -0.3550855 MI_loss: 21.436043 Detection error: 0.010250270366668701 time: 4:08:07.343025
- B/E: 123 / 110 , Gen_loss: -0.35156304 MI_loss: 21.324377 Detection error: 0.010246217250823975 time: 4:08:08.213463
- B/E: 124 / 110 , Gen_loss: -0.35107294 MI_loss: 21.324953 Detection error: 0.010245025157928467 time: 4:08:09.071740
- B/E: 125 / 110 , Gen_loss: -0.36330554 MI_loss: 22.031754 Detection error: 0.010249018669128418 time: 4:08:09.934054
- B/E: 126 / 110 , Gen_loss: -0.35895163 MI_loss: 21.829613 Detection error: 0.010254442691802979 time: 4:08:10.791418
- B/E: 127 / 110 , Gen_loss: -0.343939 MI_loss: 20.900946 Detection error: 0.010254144668579102 time: 4:08:11.740948
- B/E: 128 / 110 , Gen_loss: -0.35820782 MI_loss: 21.688639 Detection error: 0.01026064157485962 time: 4:08:12.602427
- B/E: 129 / 110 , Gen_loss: -0.36380795 MI_loss: 22.134909 Detection error: 0.010268032550811768 time: 4:08:13.460604
- B/E: 130 / 110 , Gen_loss: -0.37040403 MI_loss: 22.627441 Detection error: 0.01027768850326538 time: 4:08:14.327313
- B/E: 131 / 110 , Gen_loss: -0.35285842 MI_loss: 21.288332 Detection error: 0.010278880596160889 time: 4:08:15.188943
- B/E: 132 / 110 , Gen_loss: -0.35602272 MI_loss: 21.567678 Detection error: 0.010273277759552002 time: 4:08:16.053380
- B/E: 133 / 110 , Gen_loss: -0.3595497 MI_loss: 21.82142 Detection error: 0.010279357433319092 time: 4:08:16.914656
- B/E: 134 / 110 , Gen_loss: -0.3459563 MI_loss: 21.075598 Detection error: 0.010287284851074219 time: 4:08:17.784298
- B/E: 135 / 110 , Gen_loss: -0.35957152 MI_loss: 21.688194 Detection error: 0.010288357734680176 time: 4:08:18.646304
- B/E: 136 / 110 , Gen_loss: -0.35663 MI_loss: 21.47606 Detection error: 0.010287880897521973 time: 4:08:19.506150
- B/E: 137 / 110 , Gen_loss: -0.35872668 MI_loss: 21.72897 Detection error: 0.010291874408721924 time: 4:08:20.368974
- B/E: 138 / 110 , Gen_loss: -0.35090742 MI_loss: 21.286871 Detection error: 0.010298550128936768 time: 4:08:21.257013
- B/E: 139 / 110 , Gen_loss: -0.35907456 MI_loss: 21.693172 Detection error: 0.010301589965820312 time: 4:08:22.117609
- B/E: 140 / 110 , Gen_loss: -0.3513998 MI_loss: 21.248318 Detection error: 0.010299623012542725 time: 4:08:22.979608
- B/E: 141 / 110 , Gen_loss: -0.35818982 MI_loss: 21.649511 Detection error: 0.010299086570739746 time: 4:08:23.840662
- B/E: 142 / 110 , Gen_loss: -0.36533302 MI_loss: 22.09789 Detection error: 0.010299384593963623 time: 4:08:24.725676
- B/E: 143 / 110 , Gen_loss: -0.35955533 MI_loss: 21.844774 Detection error: 0.010296463966369629 time: 4:08:25.688689
- B/E: 144 / 110 , Gen_loss: -0.35572314 MI_loss: 21.563366 Detection error: 0.010302364826202393 time: 4:08:26.553920
- B/E: 145 / 110 , Gen_loss: -0.3499656 MI_loss: 21.208637 Detection error: 0.010310351848602295 time: 4:08:27.347611
- B/E: 146 / 110 , Gen_loss: -0.36120155 MI_loss: 21.762732 Detection error: 0.01030951738357544 time: 4:08:28.102640
- B/E: 147 / 110 , Gen_loss: -0.36461812 MI_loss: 21.994898 Detection error: 0.010313749313354492 time: 4:08:28.852287
- B/E: 148 / 110 , Gen_loss: -0.35885838 MI_loss: 21.71092 Detection error: 0.010315418243408203 time: 4:08:29.694748
- B/E: 149 / 110 , Gen_loss: -0.35185775 MI_loss: 21.456516 Detection error: 0.0103226900100708 time: 4:08:30.551570
-
- Test Loss: 10.541076 Test Error: 0.01100832223892212
- -----
- EPOCH: 111
- B/E: 0 / 111 , Gen_loss: -0.35741672 MI_loss: 21.532238 Detection error: 0.010687470436096191 time: 4:08:32.508236
- B/E: 1 / 111 , Gen_loss: -0.34322914 MI_loss: 20.973503 Detection error: 0.011203110218048096 time: 4:08:46.532242
- B/E: 2 / 111 , Gen_loss: -0.35281754 MI_loss: 21.394754 Detection error: 0.010770857334136963 time: 4:08:47.355311
- B/E: 3 / 111 , Gen_loss: -0.3588358 MI_loss: 21.781162 Detection error: 0.010531246662139893 time: 4:08:48.106767
- B/E: 4 / 111 , Gen_loss: -0.35079625 MI_loss: 21.356098 Detection error: 0.010437488555908203 time: 4:08:48.869484
- B/E: 5 / 111 , Gen_loss: -0.3509526 MI_loss: 21.351147 Detection error: 0.01045835018157959 time: 4:08:49.796962
- B/E: 6 / 111 , Gen_loss: -0.34809703 MI_loss: 21.113804 Detection error: 0.010522305965423584 time: 4:08:50.662235
- B/E: 7 / 111 , Gen_loss: -0.35480022 MI_loss: 21.55153 Detection error: 0.010433614253997803 time: 4:08:51.518006
- B/E: 8 / 111 , Gen_loss: -0.35666525 MI_loss: 21.626732 Detection error: 0.010409712791442871 time: 4:08:52.374481
- B/E: 9 / 111 , Gen_loss: -0.35231668 MI_loss: 21.430346 Detection error: 0.010378122329711914 time: 4:08:53.241902
- B/E: 10 / 111 , Gen_loss: -0.3606254 MI_loss: 21.947803 Detection error: 0.01041477918624878 time: 4:08:54.028894
- B/E: 11 / 111 , Gen_loss: -0.35417968 MI_loss: 21.400541 Detection error: 0.010432302951812744 time: 4:08:54.840023
- B/E: 12 / 111 , Gen_loss: -0.3584899 MI_loss: 21.75188 Detection error: 0.010500013828277588 time: 4:08:55.699522
- B/E: 13 / 111 , Gen_loss: -0.3475855 MI_loss: 21.021255 Detection error: 0.010470986366271973 time: 4:08:56.581711
- B/E: 14 / 111 , Gen_loss: -0.35178277 MI_loss: 21.352074 Detection error: 0.010452091693878174 time: 4:08:57.445029
- B/E: 15 / 111 , Gen_loss: -0.3587402 MI_loss: 21.833717 Detection error: 0.010419905185699463 time: 4:08:58.304085
- B/E: 16 / 111 , Gen_loss: -0.35770816 MI_loss: 21.73573 Detection error: 0.0103529691696167 time: 4:08:59.179446
- B/E: 17 / 111 , Gen_loss: -0.35515094 MI_loss: 21.484375 Detection error: 0.01035243272781372 time: 4:09:00.057707
- B/E: 18 / 111 , Gen_loss: -0.35035107 MI_loss: 21.225498 Detection error: 0.010277986526489258 time: 4:09:00.919539
- B/E: 19 / 111 , Gen_loss: -0.3479064 MI_loss: 21.161663 Detection error: 0.010307788848876953 time: 4:09:01.781847
- B/E: 20 / 111 , Gen_loss: -0.3528735 MI_loss: 21.414898 Detection error: 0.010321438312530518 time: 4:09:02.685119
- B/E: 21 / 111 , Gen_loss: -0.3446795 MI_loss: 20.91185 Detection error: 0.010338068008422852 time: 4:09:03.437716
- B/E: 22 / 111 , Gen_loss: -0.3565106 MI_loss: 21.584177 Detection error: 0.010320663452148438 time: 4:09:04.252183
- B/E: 23 / 111 , Gen_loss: -0.35035202 MI_loss: 21.182629 Detection error: 0.01031118631362915 time: 4:09:05.115920
- B/E: 24 / 111 , Gen_loss: -0.35925493 MI_loss: 21.868584 Detection error: 0.01033872365951538 time: 4:09:05.978816
- B/E: 25 / 111 , Gen_loss: -0.35063154 MI_loss: 21.284454 Detection error: 0.010307669639587402 time: 4:09:06.838856
- B/E: 26 / 111 , Gen_loss: -0.35492152 MI_loss: 21.64266 Detection error: 0.01038891077041626 time: 4:09:07.696614
- B/E: 27 / 111 , Gen_loss: -0.34907645 MI_loss: 21.15019 Detection error: 0.010383903980255127 time: 4:09:08.554323
- B/E: 28 / 111 , Gen_loss: -0.35800433 MI_loss: 21.79946 Detection error: 0.010392248630523682 time: 4:09:09.411672
- B/E: 29 / 111 , Gen_loss: -0.36129534 MI_loss: 21.865591 Detection error: 0.010395824909210205 time: 4:09:10.277845
- B/E: 30 / 111 , Gen_loss: -0.3655411 MI_loss: 22.211563 Detection error: 0.010378003120422363 time: 4:09:11.138222
- B/E: 31 / 111 , Gen_loss: -0.35935032 MI_loss: 21.808376 Detection error: 0.010360360145568848 time: 4:09:12.008017
- B/E: 32 / 111 , Gen_loss: -0.34786814 MI_loss: 21.166018 Detection error: 0.010357975959777832 time: 4:09:12.897568
- B/E: 33 / 111 , Gen_loss: -0.3521841 MI_loss: 21.446442 Detection error: 0.01032167673110962 time: 4:09:13.763211
- B/E: 34 / 111 , Gen_loss: -0.34969833 MI_loss: 21.317822 Detection error: 0.010335743427276611 time: 4:09:14.646071
- B/E: 35 / 111 , Gen_loss: -0.34649736 MI_loss: 20.894775 Detection error: 0.010298609733581543 time: 4:09:15.504358
- B/E: 36 / 111 , Gen_loss: -0.35857677 MI_loss: 21.719868 Detection error: 0.010306596755981445 time: 4:09:16.445092
- B/E: 37 / 111 , Gen_loss: -0.35599825 MI_loss: 21.531149 Detection error: 0.010300993919372559 time: 4:09:17.310780
- B/E: 38 / 111 , Gen_loss: -0.35223427 MI_loss: 21.460804 Detection error: 0.010313272476196289 time: 4:09:18.173984
- B/E: 39 / 111 , Gen_loss: -0.36055744 MI_loss: 21.850779 Detection error: 0.010305464267730713 time: 4:09:19.034453
- B/E: 40 / 111 , Gen_loss: -0.35302648 MI_loss: 21.29903 Detection error: 0.010296523571014404 time: 4:09:19.899568
- B/E: 41 / 111 , Gen_loss: -0.3570908 MI_loss: 21.683685 Detection error: 0.010283470153808594 time: 4:09:20.760154
- B/E: 42 / 111 , Gen_loss: -0.35212305 MI_loss: 21.511803 Detection error: 0.010266005992889404 time: 4:09:21.623693
- B/E: 43 / 111 , Gen_loss: -0.35692027 MI_loss: 21.557156 Detection error: 0.010264933109283447 time: 4:09:22.482874
- B/E: 44 / 111 , Gen_loss: -0.3606069 MI_loss: 21.974157 Detection error: 0.010284006595611572 time: 4:09:23.342762
- B/E: 45 / 111 , Gen_loss: -0.35295978 MI_loss: 21.32236 Detection error: 0.010287344455718994 time: 4:09:24.203394
- B/E: 46 / 111 , Gen_loss: -0.3535497 MI_loss: 21.35346 Detection error: 0.010296523571014404 time: 4:09:25.062760
- B/E: 47 / 111 , Gen_loss: -0.35905287 MI_loss: 21.624943 Detection error: 0.010287761688232422 time: 4:09:25.914715
- B/E: 48 / 111 , Gen_loss: -0.36196136 MI_loss: 21.996996 Detection error: 0.010321438312530518 time: 4:09:26.788475
- B/E: 49 / 111 , Gen_loss: -0.35346705 MI_loss: 21.500933 Detection error: 0.010314345359802246 time: 4:09:27.646045
- B/E: 50 / 111 , Gen_loss: -0.35468018 MI_loss: 21.521694 Detection error: 0.010329067707061768 time: 4:09:28.427155
- B/E: 51 / 111 , Gen_loss: -0.36578706 MI_loss: 22.251476 Detection error: 0.010329902172088623 time: 4:09:29.264067
- B/E: 52 / 111 , Gen_loss: -0.36042053 MI_loss: 21.987316 Detection error: 0.010323107242584229 time: 4:09:30.221605
- B/E: 53 / 111 , Gen_loss: -0.35231692 MI_loss: 21.340322 Detection error: 0.010332763195037842 time: 4:09:31.081408
- B/E: 54 / 111 , Gen_loss: -0.351719 MI_loss: 21.239117 Detection error: 0.010330677032470703 time: 4:09:31.939577
- B/E: 55 / 111 , Gen_loss: -0.35421687 MI_loss: 21.417774 Detection error: 0.010317504405975342 time: 4:09:32.802122
- B/E: 56 / 111 , Gen_loss: -0.3621002 MI_loss: 22.022856 Detection error: 0.010300993919372559 time: 4:09:33.690397
- B/E: 57 / 111 , Gen_loss: -0.35663152 MI_loss: 21.709742 Detection error: 0.010297417640686035 time: 4:09:34.551951
- B/E: 58 / 111 , Gen_loss: -0.3533472 MI_loss: 21.508553 Detection error: 0.010294497013092041 time: 4:09:35.418385
- B/E: 59 / 111 , Gen_loss: -0.36265138 MI_loss: 21.921766 Detection error: 0.01030886173248291 time: 4:09:36.294826
- B/E: 60 / 111 , Gen_loss: -0.35849163 MI_loss: 21.851648 Detection error: 0.010312497615814209 time: 4:09:37.160091
- B/E: 61 / 111 , Gen_loss: -0.33841246 MI_loss: 20.527283 Detection error: 0.010308444499969482 time: 4:09:38.019607
- B/E: 62 / 111 , Gen_loss: -0.34726837 MI_loss: 20.917145 Detection error: 0.010308027267456055 time: 4:09:38.880993
- B/E: 63 / 111 , Gen_loss: -0.34472123 MI_loss: 20.942945 Detection error: 0.010306179523468018 time: 4:09:39.741159
- B/E: 64 / 111 , Gen_loss: -0.35758284 MI_loss: 21.745419 Detection error: 0.010304808616638184 time: 4:09:40.603239
- B/E: 65 / 111 , Gen_loss: -0.35790423 MI_loss: 21.682995 Detection error: 0.010302543640136719 time: 4:09:41.461719
- B/E: 66 / 111 , Gen_loss: -0.36414865 MI_loss: 22.037874 Detection error: 0.010296642780303955 time: 4:09:42.320538
- B/E: 67 / 111 , Gen_loss: -0.35982287 MI_loss: 21.732134 Detection error: 0.010288119316101074 time: 4:09:43.181292
- B/E: 68 / 111 , Gen_loss: -0.35979795 MI_loss: 21.665106 Detection error: 0.010288059711456299 time: 4:09:44.142269
- B/E: 69 / 111 , Gen_loss: -0.36926308 MI_loss: 22.402794 Detection error: 0.010293722152709961 time: 4:09:45.002598
- B/E: 70 / 111 , Gen_loss: -0.3538794 MI_loss: 21.44213 Detection error: 0.010289609432220459 time: 4:09:45.863633
- B/E: 71 / 111 , Gen_loss: -0.35025814 MI_loss: 21.373568 Detection error: 0.01029515266418457 time: 4:09:46.723430
- B/E: 72 / 111 , Gen_loss: -0.35806355 MI_loss: 21.630905 Detection error: 0.010293662548065186 time: 4:09:47.582842
- B/E: 73 / 111 , Gen_loss: -0.35868868 MI_loss: 21.695803 Detection error: 0.010287165641784668 time: 4:09:48.442302
- B/E: 74 / 111 , Gen_loss: -0.3701948 MI_loss: 22.665684 Detection error: 0.010286688804626465 time: 4:09:49.304720
- B/E: 75 / 111 , Gen_loss: -0.3460808 MI_loss: 20.926407 Detection error: 0.01028454303741455 time: 4:09:50.169030
- B/E: 76 / 111 , Gen_loss: -0.36001405 MI_loss: 21.80932 Detection error: 0.010283708572387695 time: 4:09:51.031100
- B/E: 77 / 111 , Gen_loss: -0.35156143 MI_loss: 21.201344 Detection error: 0.01028364896774292 time: 4:09:51.889194
- B/E: 78 / 111 , Gen_loss: -0.3563041 MI_loss: 21.441586 Detection error: 0.010273754596710205 time: 4:09:52.750801
- B/E: 79 / 111 , Gen_loss: -0.36298326 MI_loss: 21.95779 Detection error: 0.010285556316375732 time: 4:09:53.615680
- B/E: 80 / 111 , Gen_loss: -0.3591525 MI_loss: 21.702187 Detection error: 0.010302066802978516 time: 4:09:54.475791
- B/E: 81 / 111 , Gen_loss: -0.34596303 MI_loss: 21.016853 Detection error: 0.010291516780853271 time: 4:09:55.334073
- B/E: 82 / 111 , Gen_loss: -0.35816038 MI_loss: 21.785025 Detection error: 0.010285794734954834 time: 4:09:56.192954
- B/E: 83 / 111 , Gen_loss: -0.35741752 MI_loss: 21.656412 Detection error: 0.010287582874298096 time: 4:09:57.057911
- B/E: 84 / 111 , Gen_loss: -0.35584408 MI_loss: 21.626196 Detection error: 0.01028752326965332 time: 4:09:58.006882
- B/E: 85 / 111 , Gen_loss: -0.3670922 MI_loss: 22.104422 Detection error: 0.010268151760101318 time: 4:09:58.875605
- B/E: 86 / 111 , Gen_loss: -0.37021568 MI_loss: 22.277866 Detection error: 0.010271549224853516 time: 4:09:59.737710
- B/E: 87 / 111 , Gen_loss: -0.34791356 MI_loss: 21.098053 Detection error: 0.010264575481414795 time: 4:10:00.599511
- B/E: 88 / 111 , Gen_loss: -0.35287458 MI_loss: 21.255943 Detection error: 0.01024472713470459 time: 4:10:01.373669
- B/E: 89 / 111 , Gen_loss: -0.35798743 MI_loss: 21.761753 Detection error: 0.01025623083114624 time: 4:10:02.226056
- B/E: 90 / 111 , Gen_loss: -0.35737473 MI_loss: 21.6624 Detection error: 0.01025855541229248 time: 4:10:03.092475
- B/E: 91 / 111 , Gen_loss: -0.35888803 MI_loss: 21.78737 Detection error: 0.010257124900817871 time: 4:10:03.956092
- B/E: 92 / 111 , Gen_loss: -0.34338838 MI_loss: 20.961794 Detection error: 0.010244965553283691 time: 4:10:04.816598
- B/E: 93 / 111 , Gen_loss: -0.3528361 MI_loss: 21.499931 Detection error: 0.010245025157928467 time: 4:10:05.679388
- B/E: 94 / 111 , Gen_loss: -0.35508254 MI_loss: 21.5329 Detection error: 0.010255932807922363 time: 4:10:06.551741
- B/E: 95 / 111 , Gen_loss: -0.3574469 MI_loss: 21.830214 Detection error: 0.010266602039337158 time: 4:10:07.414101
- B/E: 96 / 111 , Gen_loss: -0.36383843 MI_loss: 21.871706 Detection error: 0.01025998592376709 time: 4:10:08.274740
- B/E: 97 / 111 , Gen_loss: -0.34999722 MI_loss: 21.251354 Detection error: 0.010256707668304443 time: 4:10:09.133473
- B/E: 98 / 111 , Gen_loss: -0.3540584 MI_loss: 21.364805 Detection error: 0.010243058204650879 time: 4:10:10.022053
- B/E: 99 / 111 , Gen_loss: -0.36175847 MI_loss: 21.863146 Detection error: 0.010243117809295654 time: 4:10:10.882374
- B/E: 100 / 111 , Gen_loss: -0.3613858 MI_loss: 22.024065 Detection error: 0.010243475437164307 time: 4:10:11.830310
- B/E: 101 / 111 , Gen_loss: -0.3524008 MI_loss: 21.397335 Detection error: 0.010248780250549316 time: 4:10:12.691506
- B/E: 102 / 111 , Gen_loss: -0.35553366 MI_loss: 21.688938 Detection error: 0.010249972343444824 time: 4:10:13.575585
- B/E: 103 / 111 , Gen_loss: -0.35944122 MI_loss: 21.96785 Detection error: 0.01024937629699707 time: 4:10:14.438904
- B/E: 104 / 111 , Gen_loss: -0.36094287 MI_loss: 21.873955 Detection error: 0.01025235652923584 time: 4:10:15.299815
- B/E: 105 / 111 , Gen_loss: -0.3519017 MI_loss: 21.197346 Detection error: 0.010248541831970215 time: 4:10:16.159908
- B/E: 106 / 111 , Gen_loss: -0.354531 MI_loss: 21.480604 Detection error: 0.010254383087158203 time: 4:10:17.027288
- B/E: 107 / 111 , Gen_loss: -0.37017867 MI_loss: 22.467304 Detection error: 0.010258376598358154 time: 4:10:17.889028
- B/E: 108 / 111 , Gen_loss: -0.35152137 MI_loss: 21.294443 Detection error: 0.010260581970214844 time: 4:10:18.750885
- B/E: 109 / 111 , Gen_loss: -0.35540634 MI_loss: 21.416838 Detection error: 0.010259687900543213 time: 4:10:19.535091
- B/E: 110 / 111 , Gen_loss: -0.35770082 MI_loss: 21.533506 Detection error: 0.010249435901641846 time: 4:10:20.291203
- B/E: 111 / 111 , Gen_loss: -0.3520502 MI_loss: 21.290047 Detection error: 0.010247766971588135 time: 4:10:21.137673
- B/E: 112 / 111 , Gen_loss: -0.35677817 MI_loss: 21.412912 Detection error: 0.010247528553009033 time: 4:10:22.000494
- B/E: 113 / 111 , Gen_loss: -0.34840307 MI_loss: 21.198568 Detection error: 0.010248064994812012 time: 4:10:22.873477
- B/E: 114 / 111 , Gen_loss: -0.3451773 MI_loss: 21.055187 Detection error: 0.010251879692077637 time: 4:10:23.747228
- B/E: 115 / 111 , Gen_loss: -0.36301374 MI_loss: 21.972351 Detection error: 0.010249435901641846 time: 4:10:24.604411
- B/E: 116 / 111 , Gen_loss: -0.36184844 MI_loss: 22.016558 Detection error: 0.010249972343444824 time: 4:10:25.561774
- B/E: 117 / 111 , Gen_loss: -0.363907 MI_loss: 22.028893 Detection error: 0.010249733924865723 time: 4:10:26.423480
- B/E: 118 / 111 , Gen_loss: -0.3581975 MI_loss: 21.676285 Detection error: 0.010244488716125488 time: 4:10:27.285190
- B/E: 119 / 111 , Gen_loss: -0.35943818 MI_loss: 21.764635 Detection error: 0.010244786739349365 time: 4:10:28.143315
- B/E: 120 / 111 , Gen_loss: -0.34488675 MI_loss: 21.037651 Detection error: 0.010245859622955322 time: 4:10:28.926489
- B/E: 121 / 111 , Gen_loss: -0.3572503 MI_loss: 21.785301 Detection error: 0.010255098342895508 time: 4:10:29.679031
- B/E: 122 / 111 , Gen_loss: -0.3642132 MI_loss: 21.980747 Detection error: 0.010247230529785156 time: 4:10:30.438432
- B/E: 123 / 111 , Gen_loss: -0.3560227 MI_loss: 21.609165 Detection error: 0.010237932205200195 time: 4:10:31.246059
- B/E: 124 / 111 , Gen_loss: -0.3515323 MI_loss: 21.462282 Detection error: 0.010244250297546387 time: 4:10:32.105563
- B/E: 125 / 111 , Gen_loss: -0.3486109 MI_loss: 21.056238 Detection error: 0.010240316390991211 time: 4:10:32.963237
- B/E: 126 / 111 , Gen_loss: -0.34979767 MI_loss: 21.53831 Detection error: 0.010250270366668701 time: 4:10:33.824860
- B/E: 127 / 111 , Gen_loss: -0.345786 MI_loss: 20.935165 Detection error: 0.010246813297271729 time: 4:10:34.683185
- B/E: 128 / 111 , Gen_loss: -0.35289496 MI_loss: 21.340498 Detection error: 0.010254621505737305 time: 4:10:35.542972
- B/E: 129 / 111 , Gen_loss: -0.3580852 MI_loss: 21.943476 Detection error: 0.01026296615600586 time: 4:10:36.373844
- B/E: 130 / 111 , Gen_loss: -0.36023378 MI_loss: 21.692513 Detection error: 0.010267436504364014 time: 4:10:37.258766
- B/E: 131 / 111 , Gen_loss: -0.34736666 MI_loss: 20.878149 Detection error: 0.010267972946166992 time: 4:10:38.116974
- B/E: 132 / 111 , Gen_loss: -0.36151427 MI_loss: 21.882454 Detection error: 0.01026761531829834 time: 4:10:39.062798
- B/E: 133 / 111 , Gen_loss: -0.34890455 MI_loss: 21.203262 Detection error: 0.010271430015563965 time: 4:10:39.925816
- B/E: 134 / 111 , Gen_loss: -0.3481261 MI_loss: 21.212149 Detection error: 0.010277330875396729 time: 4:10:40.784436
- B/E: 135 / 111 , Gen_loss: -0.34564367 MI_loss: 20.962452 Detection error: 0.010281026363372803 time: 4:10:41.641691
- B/E: 136 / 111 , Gen_loss: -0.3563917 MI_loss: 21.631115 Detection error: 0.01028352975845337 time: 4:10:42.499712
- B/E: 137 / 111 , Gen_loss: -0.355973 MI_loss: 21.61706 Detection error: 0.010284662246704102 time: 4:10:43.368918
- B/E: 138 / 111 , Gen_loss: -0.35842565 MI_loss: 21.840044 Detection error: 0.010288894176483154 time: 4:10:44.229899
- B/E: 139 / 111 , Gen_loss: -0.35785025 MI_loss: 21.694906 Detection error: 0.01029127836227417 time: 4:10:45.088405
- B/E: 140 / 111 , Gen_loss: -0.34646365 MI_loss: 20.953835 Detection error: 0.010293424129486084 time: 4:10:45.948167
- B/E: 141 / 111 , Gen_loss: -0.3574352 MI_loss: 21.529861 Detection error: 0.010287880897521973 time: 4:10:46.837705
- B/E: 142 / 111 , Gen_loss: -0.34420946 MI_loss: 20.805212 Detection error: 0.010287344455718994 time: 4:10:47.697118
- B/E: 143 / 111 , Gen_loss: -0.35709745 MI_loss: 21.634462 Detection error: 0.010286688804626465 time: 4:10:48.557330
- B/E: 144 / 111 , Gen_loss: -0.3508384 MI_loss: 21.36464 Detection error: 0.010293722152709961 time: 4:10:49.434232
- B/E: 145 / 111 , Gen_loss: -0.3518285 MI_loss: 21.216251 Detection error: 0.010300517082214355 time: 4:10:50.298412
- B/E: 146 / 111 , Gen_loss: -0.3630854 MI_loss: 21.956242 Detection error: 0.010299086570739746 time: 4:10:51.159486
- B/E: 147 / 111 , Gen_loss: -0.35380515 MI_loss: 21.457628 Detection error: 0.010303854942321777 time: 4:10:52.018443
- B/E: 148 / 111 , Gen_loss: -0.3610506 MI_loss: 21.886877 Detection error: 0.01030576229095459 time: 4:10:52.919338
- B/E: 149 / 111 , Gen_loss: -0.36631846 MI_loss: 22.11063 Detection error: 0.010311484336853027 time: 4:10:53.672836
-
- Test Loss: 10.533295 Test Error: 0.01087498664855957
- -----
- EPOCH: 112
- B/E: 0 / 112 , Gen_loss: -0.35244095 MI_loss: 21.351505 Detection error: 0.011468768119812012 time: 4:10:55.642203
- B/E: 1 / 112 , Gen_loss: -0.33588928 MI_loss: 20.283176 Detection error: 0.011109352111816406 time: 4:11:09.813110
- B/E: 2 / 112 , Gen_loss: -0.35872567 MI_loss: 21.530218 Detection error: 0.010656237602233887 time: 4:11:10.696919
- B/E: 3 / 112 , Gen_loss: -0.3480037 MI_loss: 20.987461 Detection error: 0.010492205619812012 time: 4:11:11.560754
- B/E: 4 / 112 , Gen_loss: -0.3479586 MI_loss: 21.081408 Detection error: 0.010406255722045898 time: 4:11:12.427445
- B/E: 5 / 112 , Gen_loss: -0.352955 MI_loss: 21.60889 Detection error: 0.010406255722045898 time: 4:11:13.288977
- B/E: 6 / 112 , Gen_loss: -0.3546073 MI_loss: 21.61512 Detection error: 0.010441958904266357 time: 4:11:14.151009
- B/E: 7 / 112 , Gen_loss: -0.3577425 MI_loss: 21.702068 Detection error: 0.010398447513580322 time: 4:11:15.009239
- B/E: 8 / 112 , Gen_loss: -0.35068098 MI_loss: 21.251637 Detection error: 0.010385394096374512 time: 4:11:15.876054
- B/E: 9 / 112 , Gen_loss: -0.36076283 MI_loss: 21.84167 Detection error: 0.010268747806549072 time: 4:11:16.737352
- B/E: 10 / 112 , Gen_loss: -0.35324135 MI_loss: 21.503895 Detection error: 0.010335206985473633 time: 4:11:17.684450
- B/E: 11 / 112 , Gen_loss: -0.36249816 MI_loss: 21.958927 Detection error: 0.010322928428649902 time: 4:11:18.553923
- B/E: 12 / 112 , Gen_loss: -0.35864484 MI_loss: 21.734034 Detection error: 0.010391831398010254 time: 4:11:19.420439
- B/E: 13 / 112 , Gen_loss: -0.35854307 MI_loss: 21.710196 Detection error: 0.010388374328613281 time: 4:11:20.279266
- B/E: 14 / 112 , Gen_loss: -0.36358368 MI_loss: 21.925043 Detection error: 0.010362505912780762 time: 4:11:21.137702
- B/E: 15 / 112 , Gen_loss: -0.3591417 MI_loss: 21.940493 Detection error: 0.010361313819885254 time: 4:11:22.025151
- B/E: 16 / 112 , Gen_loss: -0.35614675 MI_loss: 21.585083 Detection error: 0.010312497615814209 time: 4:11:22.886825
- B/E: 17 / 112 , Gen_loss: -0.35517925 MI_loss: 21.595068 Detection error: 0.010303795337677002 time: 4:11:23.748961
- B/E: 18 / 112 , Gen_loss: -0.34038758 MI_loss: 20.627659 Detection error: 0.010258197784423828 time: 4:11:24.609843
- B/E: 19 / 112 , Gen_loss: -0.34511083 MI_loss: 21.106775 Detection error: 0.010293722152709961 time: 4:11:25.492615
- B/E: 20 / 112 , Gen_loss: -0.36411327 MI_loss: 22.15226 Detection error: 0.010302066802978516 time: 4:11:26.351424
- B/E: 21 / 112 , Gen_loss: -0.34650823 MI_loss: 20.941217 Detection error: 0.010313928127288818 time: 4:11:27.210647
- B/E: 22 / 112 , Gen_loss: -0.35593215 MI_loss: 21.586758 Detection error: 0.01027446985244751 time: 4:11:28.069269
- B/E: 23 / 112 , Gen_loss: -0.35336748 MI_loss: 21.275608 Detection error: 0.010270833969116211 time: 4:11:28.942931
- B/E: 24 / 112 , Gen_loss: -0.3503338 MI_loss: 21.350878 Detection error: 0.01029127836227417 time: 4:11:29.802263
- B/E: 25 / 112 , Gen_loss: -0.35776398 MI_loss: 21.460928 Detection error: 0.010290861129760742 time: 4:11:30.763389
- B/E: 26 / 112 , Gen_loss: -0.3477521 MI_loss: 21.208908 Detection error: 0.0103379487991333 time: 4:11:31.624314
- B/E: 27 / 112 , Gen_loss: -0.35614523 MI_loss: 21.562668 Detection error: 0.010354936122894287 time: 4:11:32.487916
- B/E: 28 / 112 , Gen_loss: -0.34978214 MI_loss: 21.128435 Detection error: 0.010366380214691162 time: 4:11:33.347889
- B/E: 29 / 112 , Gen_loss: -0.36196333 MI_loss: 21.954819 Detection error: 0.01036977767944336 time: 4:11:34.212037
- B/E: 30 / 112 , Gen_loss: -0.3545325 MI_loss: 21.57174 Detection error: 0.010346770286560059 time: 4:11:35.070660
- B/E: 31 / 112 , Gen_loss: -0.35867214 MI_loss: 21.664764 Detection error: 0.010318338871002197 time: 4:11:35.963995
- B/E: 32 / 112 , Gen_loss: -0.35015208 MI_loss: 21.248945 Detection error: 0.010322928428649902 time: 4:11:36.842795
- B/E: 33 / 112 , Gen_loss: -0.36220574 MI_loss: 21.796268 Detection error: 0.010288596153259277 time: 4:11:37.714109
- B/E: 34 / 112 , Gen_loss: -0.3452789 MI_loss: 21.03203 Detection error: 0.01030266284942627 time: 4:11:38.592066
- B/E: 35 / 112 , Gen_loss: -0.3583395 MI_loss: 21.674538 Detection error: 0.010283827781677246 time: 4:11:39.483211
- B/E: 36 / 112 , Gen_loss: -0.3597158 MI_loss: 21.848415 Detection error: 0.010263502597808838 time: 4:11:40.345586
- B/E: 37 / 112 , Gen_loss: -0.36090377 MI_loss: 21.81843 Detection error: 0.010267257690429688 time: 4:11:41.207766
- B/E: 38 / 112 , Gen_loss: -0.34774628 MI_loss: 21.161076 Detection error: 0.010286867618560791 time: 4:11:42.073420
- B/E: 39 / 112 , Gen_loss: -0.35831013 MI_loss: 21.623991 Detection error: 0.010276556015014648 time: 4:11:42.947924
- B/E: 40 / 112 , Gen_loss: -0.34556422 MI_loss: 21.004894 Detection error: 0.010275125503540039 time: 4:11:43.811361
- B/E: 41 / 112 , Gen_loss: -0.35653892 MI_loss: 21.494514 Detection error: 0.010266363620758057 time: 4:11:44.764213
- B/E: 42 / 112 , Gen_loss: -0.3538098 MI_loss: 21.31136 Detection error: 0.010251462459564209 time: 4:11:45.636659
- B/E: 43 / 112 , Gen_loss: -0.35694197 MI_loss: 21.666002 Detection error: 0.010249972343444824 time: 4:11:46.505606
- B/E: 44 / 112 , Gen_loss: -0.35417068 MI_loss: 21.434181 Detection error: 0.010269463062286377 time: 4:11:47.367222
- B/E: 45 / 112 , Gen_loss: -0.35606927 MI_loss: 21.567932 Detection error: 0.010277152061462402 time: 4:11:48.229409
- B/E: 46 / 112 , Gen_loss: -0.35504192 MI_loss: 21.550182 Detection error: 0.010290563106536865 time: 4:11:49.027658
- B/E: 47 / 112 , Gen_loss: -0.36049226 MI_loss: 21.854342 Detection error: 0.01028907299041748 time: 4:11:49.826773
- B/E: 48 / 112 , Gen_loss: -0.35272422 MI_loss: 21.43629 Detection error: 0.010301649570465088 time: 4:11:50.680268
- B/E: 49 / 112 , Gen_loss: -0.357142 MI_loss: 21.769829 Detection error: 0.010302484035491943 time: 4:11:51.540700
- B/E: 50 / 112 , Gen_loss: -0.34958446 MI_loss: 21.234585 Detection error: 0.010304510593414307 time: 4:11:52.408771
- B/E: 51 / 112 , Gen_loss: -0.3594489 MI_loss: 21.888615 Detection error: 0.01030588150024414 time: 4:11:53.272351
- B/E: 52 / 112 , Gen_loss: -0.36077034 MI_loss: 21.874813 Detection error: 0.010307788848876953 time: 4:11:54.131895
- B/E: 53 / 112 , Gen_loss: -0.36589926 MI_loss: 22.186342 Detection error: 0.010322928428649902 time: 4:11:54.992849
- B/E: 54 / 112 , Gen_loss: -0.35959113 MI_loss: 21.730299 Detection error: 0.010315895080566406 time: 4:11:55.869300
- B/E: 55 / 112 , Gen_loss: -0.34916985 MI_loss: 21.017998 Detection error: 0.010304152965545654 time: 4:11:56.675451
- B/E: 56 / 112 , Gen_loss: -0.34997496 MI_loss: 21.187561 Detection error: 0.01028507947921753 time: 4:11:57.549430
- B/E: 57 / 112 , Gen_loss: -0.3608368 MI_loss: 21.835356 Detection error: 0.010280191898345947 time: 4:11:58.507829
- B/E: 58 / 112 , Gen_loss: -0.3520962 MI_loss: 21.43673 Detection error: 0.010269582271575928 time: 4:11:59.382458
- B/E: 59 / 112 , Gen_loss: -0.3558287 MI_loss: 21.551414 Detection error: 0.010295331478118896 time: 4:12:00.248085
- B/E: 60 / 112 , Gen_loss: -0.3522253 MI_loss: 21.31558 Detection error: 0.010289430618286133 time: 4:12:01.001609
- B/E: 61 / 112 , Gen_loss: -0.35942495 MI_loss: 21.774982 Detection error: 0.010295391082763672 time: 4:12:01.774747
- B/E: 62 / 112 , Gen_loss: -0.35234934 MI_loss: 21.475075 Detection error: 0.010297119617462158 time: 4:12:02.646451
- B/E: 63 / 112 , Gen_loss: -0.3654574 MI_loss: 22.168112 Detection error: 0.010291516780853271 time: 4:12:03.510078
- B/E: 64 / 112 , Gen_loss: -0.3508638 MI_loss: 21.43256 Detection error: 0.0102769136428833 time: 4:12:04.371733
- B/E: 65 / 112 , Gen_loss: -0.36149338 MI_loss: 21.765104 Detection error: 0.01028597354888916 time: 4:12:05.233916
- B/E: 66 / 112 , Gen_loss: -0.35726488 MI_loss: 21.644604 Detection error: 0.010277509689331055 time: 4:12:06.096809
- B/E: 67 / 112 , Gen_loss: -0.36120132 MI_loss: 21.744892 Detection error: 0.01026606559753418 time: 4:12:06.964707
- B/E: 68 / 112 , Gen_loss: -0.3616186 MI_loss: 21.832035 Detection error: 0.010273575782775879 time: 4:12:07.754716
- B/E: 69 / 112 , Gen_loss: -0.34105617 MI_loss: 20.546494 Detection error: 0.010279476642608643 time: 4:12:08.540296
- B/E: 70 / 112 , Gen_loss: -0.3655952 MI_loss: 22.14268 Detection error: 0.010276854038238525 time: 4:12:09.402880
- B/E: 71 / 112 , Gen_loss: -0.35380593 MI_loss: 21.524914 Detection error: 0.010276496410369873 time: 4:12:10.264103
- B/E: 72 / 112 , Gen_loss: -0.37039447 MI_loss: 22.482985 Detection error: 0.010279536247253418 time: 4:12:11.122764
- B/E: 73 / 112 , Gen_loss: -0.36318237 MI_loss: 22.090122 Detection error: 0.01027071475982666 time: 4:12:12.085390
- B/E: 74 / 112 , Gen_loss: -0.35479578 MI_loss: 21.501968 Detection error: 0.010262072086334229 time: 4:12:12.949809
- B/E: 75 / 112 , Gen_loss: -0.35665852 MI_loss: 21.747656 Detection error: 0.010260701179504395 time: 4:12:13.811609
- B/E: 76 / 112 , Gen_loss: -0.348749 MI_loss: 21.103043 Detection error: 0.01025611162185669 time: 4:12:14.677661
- B/E: 77 / 112 , Gen_loss: -0.36009106 MI_loss: 21.738323 Detection error: 0.010257601737976074 time: 4:12:15.545714
- B/E: 78 / 112 , Gen_loss: -0.35430613 MI_loss: 21.486639 Detection error: 0.010257124900817871 time: 4:12:16.411037
- B/E: 79 / 112 , Gen_loss: -0.352863 MI_loss: 21.294754 Detection error: 0.010265648365020752 time: 4:12:17.275227
- B/E: 80 / 112 , Gen_loss: -0.35522938 MI_loss: 21.565125 Detection error: 0.010278940200805664 time: 4:12:18.140062
- B/E: 81 / 112 , Gen_loss: -0.36109808 MI_loss: 21.973623 Detection error: 0.010269463062286377 time: 4:12:19.006745
- B/E: 82 / 112 , Gen_loss: -0.35470927 MI_loss: 21.56828 Detection error: 0.010269582271575928 time: 4:12:19.792566
- B/E: 83 / 112 , Gen_loss: -0.35742903 MI_loss: 21.586481 Detection error: 0.010271549224853516 time: 4:12:20.558153
- B/E: 84 / 112 , Gen_loss: -0.3551674 MI_loss: 21.589931 Detection error: 0.010265827178955078 time: 4:12:21.403025
- B/E: 85 / 112 , Gen_loss: -0.35048467 MI_loss: 21.177088 Detection error: 0.010249614715576172 time: 4:12:22.266016
- B/E: 86 / 112 , Gen_loss: -0.35224795 MI_loss: 21.13367 Detection error: 0.010251462459564209 time: 4:12:23.126057
- B/E: 87 / 112 , Gen_loss: -0.3541593 MI_loss: 21.43782 Detection error: 0.010238289833068848 time: 4:12:23.985681
- B/E: 88 / 112 , Gen_loss: -0.3604155 MI_loss: 21.846558 Detection error: 0.010227859020233154 time: 4:12:24.846765
- B/E: 89 / 112 , Gen_loss: -0.35580096 MI_loss: 21.66932 Detection error: 0.010236799716949463 time: 4:12:25.811748
- B/E: 90 / 112 , Gen_loss: -0.36944303 MI_loss: 22.374516 Detection error: 0.010235249996185303 time: 4:12:26.672440
- B/E: 91 / 112 , Gen_loss: -0.3526664 MI_loss: 21.429684 Detection error: 0.010234713554382324 time: 4:12:27.538579
- B/E: 92 / 112 , Gen_loss: -0.3400811 MI_loss: 20.612188 Detection error: 0.010229170322418213 time: 4:12:28.401892
- B/E: 93 / 112 , Gen_loss: -0.34935015 MI_loss: 21.308311 Detection error: 0.010222434997558594 time: 4:12:29.268393
- B/E: 94 / 112 , Gen_loss: -0.35389173 MI_loss: 21.486917 Detection error: 0.010242104530334473 time: 4:12:30.138711
- B/E: 95 / 112 , Gen_loss: -0.36228627 MI_loss: 22.040565 Detection error: 0.010248720645904541 time: 4:12:31.017927
- B/E: 96 / 112 , Gen_loss: -0.36420834 MI_loss: 22.196762 Detection error: 0.0102461576461792 time: 4:12:31.797942
- B/E: 97 / 112 , Gen_loss: -0.35722163 MI_loss: 21.753983 Detection error: 0.010238230228424072 time: 4:12:32.558924
- B/E: 98 / 112 , Gen_loss: -0.3566596 MI_loss: 21.369154 Detection error: 0.010223805904388428 time: 4:12:33.339434
- B/E: 99 / 112 , Gen_loss: -0.36179224 MI_loss: 21.842396 Detection error: 0.010225951671600342 time: 4:12:34.089182
- B/E: 100 / 112 , Gen_loss: -0.35844788 MI_loss: 21.798695 Detection error: 0.010230481624603271 time: 4:12:34.841570
- B/E: 101 / 112 , Gen_loss: -0.36290324 MI_loss: 21.978458 Detection error: 0.01023930311203003 time: 4:12:35.618617
- B/E: 102 / 112 , Gen_loss: -0.35410413 MI_loss: 21.440008 Detection error: 0.01024240255355835 time: 4:12:36.377435
- B/E: 103 / 112 , Gen_loss: -0.36555767 MI_loss: 22.289215 Detection error: 0.010241270065307617 time: 4:12:37.128470
- B/E: 104 / 112 , Gen_loss: -0.36823112 MI_loss: 22.22115 Detection error: 0.010241389274597168 time: 4:12:37.998710
- B/E: 105 / 112 , Gen_loss: -0.351539 MI_loss: 21.334627 Detection error: 0.010242044925689697 time: 4:12:38.959792
- B/E: 106 / 112 , Gen_loss: -0.35180652 MI_loss: 21.248766 Detection error: 0.010242700576782227 time: 4:12:39.819777
- B/E: 107 / 112 , Gen_loss: -0.35517186 MI_loss: 21.451199 Detection error: 0.01024395227432251 time: 4:12:40.678525
- B/E: 108 / 112 , Gen_loss: -0.3498129 MI_loss: 21.20428 Detection error: 0.010249733924865723 time: 4:12:41.536793
- B/E: 109 / 112 , Gen_loss: -0.3606617 MI_loss: 21.79895 Detection error: 0.01024770736694336 time: 4:12:42.398110
- B/E: 110 / 112 , Gen_loss: -0.3628035 MI_loss: 21.959806 Detection error: 0.010237634181976318 time: 4:12:43.263488
- B/E: 111 / 112 , Gen_loss: -0.3650173 MI_loss: 22.196705 Detection error: 0.010236024856567383 time: 4:12:44.122312
- B/E: 112 / 112 , Gen_loss: -0.3465145 MI_loss: 21.053354 Detection error: 0.010240316390991211 time: 4:12:44.987210
- B/E: 113 / 112 , Gen_loss: -0.35698456 MI_loss: 21.77563 Detection error: 0.010238468647003174 time: 4:12:45.848993
- B/E: 114 / 112 , Gen_loss: -0.35989678 MI_loss: 21.80731 Detection error: 0.010240495204925537 time: 4:12:46.672598
- B/E: 115 / 112 , Gen_loss: -0.36094466 MI_loss: 21.789825 Detection error: 0.010235965251922607 time: 4:12:47.469081
- B/E: 116 / 112 , Gen_loss: -0.3554189 MI_loss: 21.65263 Detection error: 0.010238230228424072 time: 4:12:48.310975
- B/E: 117 / 112 , Gen_loss: -0.35433245 MI_loss: 21.55244 Detection error: 0.010238111019134521 time: 4:12:49.188040
- B/E: 118 / 112 , Gen_loss: -0.34732774 MI_loss: 21.05933 Detection error: 0.01023554801940918 time: 4:12:50.044669
- B/E: 119 / 112 , Gen_loss: -0.3420768 MI_loss: 20.628513 Detection error: 0.01023852825164795 time: 4:12:50.907547
- B/E: 120 / 112 , Gen_loss: -0.35051626 MI_loss: 21.18023 Detection error: 0.01023554801940918 time: 4:12:51.765074
- B/E: 121 / 112 , Gen_loss: -0.35449898 MI_loss: 21.424116 Detection error: 0.010233879089355469 time: 4:12:52.726028
- B/E: 122 / 112 , Gen_loss: -0.37105364 MI_loss: 22.531445 Detection error: 0.010236024856567383 time: 4:12:53.588020
- B/E: 123 / 112 , Gen_loss: -0.3558444 MI_loss: 21.642817 Detection error: 0.010228574275970459 time: 4:12:54.449486
- B/E: 124 / 112 , Gen_loss: -0.35454625 MI_loss: 21.653152 Detection error: 0.01023024320602417 time: 4:12:55.309811
- B/E: 125 / 112 , Gen_loss: -0.34497055 MI_loss: 21.004974 Detection error: 0.0102311372756958 time: 4:12:56.175293
- B/E: 126 / 112 , Gen_loss: -0.3522238 MI_loss: 21.414068 Detection error: 0.010241389274597168 time: 4:12:57.036548
- B/E: 127 / 112 , Gen_loss: -0.3535521 MI_loss: 21.46707 Detection error: 0.010236561298370361 time: 4:12:57.898532
- B/E: 128 / 112 , Gen_loss: -0.35498485 MI_loss: 21.544266 Detection error: 0.01024395227432251 time: 4:12:58.760267
- B/E: 129 / 112 , Gen_loss: -0.34950116 MI_loss: 21.271675 Detection error: 0.010252177715301514 time: 4:12:59.627672
- B/E: 130 / 112 , Gen_loss: -0.35171428 MI_loss: 21.391457 Detection error: 0.01025623083114624 time: 4:13:00.488711
- B/E: 131 / 112 , Gen_loss: -0.34834614 MI_loss: 21.061697 Detection error: 0.010262787342071533 time: 4:13:01.353132
- B/E: 132 / 112 , Gen_loss: -0.3492597 MI_loss: 21.104109 Detection error: 0.010260343551635742 time: 4:13:02.214489
- B/E: 133 / 112 , Gen_loss: -0.3612308 MI_loss: 21.980444 Detection error: 0.010264933109283447 time: 4:13:03.073619
- B/E: 134 / 112 , Gen_loss: -0.3584056 MI_loss: 21.852 Detection error: 0.01026827096939087 time: 4:13:03.946811
- B/E: 135 / 112 , Gen_loss: -0.36194184 MI_loss: 21.774557 Detection error: 0.010268628597259521 time: 4:13:04.833400
- B/E: 136 / 112 , Gen_loss: -0.35566342 MI_loss: 21.554634 Detection error: 0.010274648666381836 time: 4:13:05.703050
- B/E: 137 / 112 , Gen_loss: -0.35112295 MI_loss: 21.254377 Detection error: 0.010277867317199707 time: 4:13:06.649584
- B/E: 138 / 112 , Gen_loss: -0.35103884 MI_loss: 21.325552 Detection error: 0.01027989387512207 time: 4:13:07.510661
- B/E: 139 / 112 , Gen_loss: -0.35921824 MI_loss: 21.672201 Detection error: 0.010289311408996582 time: 4:13:08.376367
- B/E: 140 / 112 , Gen_loss: -0.35288644 MI_loss: 21.428247 Detection error: 0.010288536548614502 time: 4:13:09.247831
- B/E: 141 / 112 , Gen_loss: -0.35984486 MI_loss: 21.665613 Detection error: 0.010286509990692139 time: 4:13:10.110448
- B/E: 142 / 112 , Gen_loss: -0.33928603 MI_loss: 20.62529 Detection error: 0.010287344455718994 time: 4:13:10.974179
- B/E: 143 / 112 , Gen_loss: -0.35884815 MI_loss: 21.695677 Detection error: 0.010283827781677246 time: 4:13:11.840229
- B/E: 144 / 112 , Gen_loss: -0.3497649 MI_loss: 21.108223 Detection error: 0.010288596153259277 time: 4:13:12.736120
- B/E: 145 / 112 , Gen_loss: -0.3434628 MI_loss: 20.79351 Detection error: 0.010296463966369629 time: 4:13:13.619757
- B/E: 146 / 112 , Gen_loss: -0.3483298 MI_loss: 21.058226 Detection error: 0.010299086570739746 time: 4:13:14.485381
- B/E: 147 / 112 , Gen_loss: -0.3536069 MI_loss: 21.461998 Detection error: 0.01030343770980835 time: 4:13:15.362152
- B/E: 148 / 112 , Gen_loss: -0.36238593 MI_loss: 21.924889 Detection error: 0.010305166244506836 time: 4:13:16.223295
- B/E: 149 / 112 , Gen_loss: -0.3549225 MI_loss: 21.576084 Detection error: 0.010311663150787354 time: 4:13:17.081624
-
- Test Loss: 10.513071 Test Error: 0.010941684246063232
- -----
- EPOCH: 113
- B/E: 0 / 113 , Gen_loss: -0.35693198 MI_loss: 21.641556 Detection error: 0.011468768119812012 time: 4:13:19.072046
- B/E: 1 / 113 , Gen_loss: -0.34689662 MI_loss: 21.186634 Detection error: 0.010953128337860107 time: 4:13:33.302248
- B/E: 2 / 113 , Gen_loss: -0.3517943 MI_loss: 21.2857 Detection error: 0.010770857334136963 time: 4:13:34.281035
- B/E: 3 / 113 , Gen_loss: -0.3537403 MI_loss: 21.545952 Detection error: 0.010546863079071045 time: 4:13:35.156149
- B/E: 4 / 113 , Gen_loss: -0.36122984 MI_loss: 21.887413 Detection error: 0.01048123836517334 time: 4:13:35.952250
- B/E: 5 / 113 , Gen_loss: -0.35414645 MI_loss: 21.702053 Detection error: 0.010531246662139893 time: 4:13:36.702359
- B/E: 6 / 113 , Gen_loss: -0.34902954 MI_loss: 21.149403 Detection error: 0.010446429252624512 time: 4:13:37.554649
- B/E: 7 / 113 , Gen_loss: -0.36135486 MI_loss: 21.99471 Detection error: 0.01048046350479126 time: 4:13:38.416582
- B/E: 8 / 113 , Gen_loss: -0.3633396 MI_loss: 21.95877 Detection error: 0.010430574417114258 time: 4:13:39.277040
- B/E: 9 / 113 , Gen_loss: -0.35812446 MI_loss: 21.684568 Detection error: 0.010359346866607666 time: 4:13:40.137347
- B/E: 10 / 113 , Gen_loss: -0.3563044 MI_loss: 21.565025 Detection error: 0.01032954454421997 time: 4:13:41.002998
- B/E: 11 / 113 , Gen_loss: -0.34805986 MI_loss: 21.208643 Detection error: 0.01042705774307251 time: 4:13:41.863484
- B/E: 12 / 113 , Gen_loss: -0.3511199 MI_loss: 21.185102 Detection error: 0.01047593355178833 time: 4:13:42.721754
- B/E: 13 / 113 , Gen_loss: -0.3625966 MI_loss: 21.983963 Detection error: 0.010453104972839355 time: 4:13:43.582100
- B/E: 14 / 113 , Gen_loss: -0.36033407 MI_loss: 21.792091 Detection error: 0.01041877269744873 time: 4:13:44.451314
- B/E: 15 / 113 , Gen_loss: -0.36717778 MI_loss: 22.178991 Detection error: 0.010429680347442627 time: 4:13:45.313793
- B/E: 16 / 113 , Gen_loss: -0.35408926 MI_loss: 21.286419 Detection error: 0.010378658771514893 time: 4:13:46.175203
- B/E: 17 / 113 , Gen_loss: -0.35933304 MI_loss: 21.74476 Detection error: 0.01035243272781372 time: 4:13:47.034408
- B/E: 18 / 113 , Gen_loss: -0.35628083 MI_loss: 21.62639 Detection error: 0.010319054126739502 time: 4:13:48.006473
- B/E: 19 / 113 , Gen_loss: -0.36990443 MI_loss: 22.41965 Detection error: 0.010310947895050049 time: 4:13:48.871147
- B/E: 20 / 113 , Gen_loss: -0.36411938 MI_loss: 22.109877 Detection error: 0.010322928428649902 time: 4:13:49.732493
- B/E: 21 / 113 , Gen_loss: -0.35434216 MI_loss: 21.595228 Detection error: 0.010325312614440918 time: 4:13:50.593052
- B/E: 22 / 113 , Gen_loss: -0.35830238 MI_loss: 21.689474 Detection error: 0.010311126708984375 time: 4:13:51.477485
- B/E: 23 / 113 , Gen_loss: -0.3559779 MI_loss: 21.623379 Detection error: 0.010306000709533691 time: 4:13:52.335950
- B/E: 24 / 113 , Gen_loss: -0.361391 MI_loss: 21.907091 Detection error: 0.010315001010894775 time: 4:13:53.194365
- B/E: 25 / 113 , Gen_loss: -0.34962338 MI_loss: 21.09992 Detection error: 0.010319709777832031 time: 4:13:54.053494
- B/E: 26 / 113 , Gen_loss: -0.36124688 MI_loss: 21.965942 Detection error: 0.010365724563598633 time: 4:13:54.915983
- B/E: 27 / 113 , Gen_loss: -0.36659938 MI_loss: 22.343775 Detection error: 0.010381698608398438 time: 4:13:55.777389
- B/E: 28 / 113 , Gen_loss: -0.35616374 MI_loss: 21.684101 Detection error: 0.01038902997970581 time: 4:13:56.636510
- B/E: 29 / 113 , Gen_loss: -0.35113108 MI_loss: 21.30508 Detection error: 0.010402083396911621 time: 4:13:57.497606
- B/E: 30 / 113 , Gen_loss: -0.3449279 MI_loss: 20.875114 Detection error: 0.010381042957305908 time: 4:13:58.360129
- B/E: 31 / 113 , Gen_loss: -0.35773078 MI_loss: 21.740566 Detection error: 0.010360360145568848 time: 4:13:59.320766
- B/E: 32 / 113 , Gen_loss: -0.3557956 MI_loss: 21.57702 Detection error: 0.010363638401031494 time: 4:14:00.190168
- B/E: 33 / 113 , Gen_loss: -0.3551414 MI_loss: 21.519035 Detection error: 0.010343730449676514 time: 4:14:01.046971
- B/E: 34 / 113 , Gen_loss: -0.36392638 MI_loss: 22.015799 Detection error: 0.01033484935760498 time: 4:14:01.930743
- B/E: 35 / 113 , Gen_loss: -0.3518326 MI_loss: 21.254889 Detection error: 0.010323762893676758 time: 4:14:02.791397
- B/E: 36 / 113 , Gen_loss: -0.36402154 MI_loss: 21.961449 Detection error: 0.01032346487045288 time: 4:14:03.650547
- B/E: 37 / 113 , Gen_loss: -0.3666962 MI_loss: 22.195852 Detection error: 0.010319054126739502 time: 4:14:04.535465
- B/E: 38 / 113 , Gen_loss: -0.34985274 MI_loss: 21.23484 Detection error: 0.010330915451049805 time: 4:14:05.407798
- B/E: 39 / 113 , Gen_loss: -0.36475337 MI_loss: 22.145369 Detection error: 0.01031482219696045 time: 4:14:06.265724
- B/E: 40 / 113 , Gen_loss: -0.34349585 MI_loss: 20.93436 Detection error: 0.010304093360900879 time: 4:14:07.134344
- B/E: 41 / 113 , Gen_loss: -0.3575835 MI_loss: 21.638466 Detection error: 0.010302066802978516 time: 4:14:07.996716
- B/E: 42 / 113 , Gen_loss: -0.35639268 MI_loss: 21.539871 Detection error: 0.010273277759552002 time: 4:14:08.857833
- B/E: 43 / 113 , Gen_loss: -0.36395702 MI_loss: 22.142183 Detection error: 0.01029050350189209 time: 4:14:09.716016
- B/E: 44 / 113 , Gen_loss: -0.34233344 MI_loss: 20.749763 Detection error: 0.0102958083152771 time: 4:14:10.573427
- B/E: 45 / 113 , Gen_loss: -0.35505047 MI_loss: 21.503925 Detection error: 0.010305702686309814 time: 4:14:11.435201
- B/E: 46 / 113 , Gen_loss: -0.36038226 MI_loss: 21.882019 Detection error: 0.01031649112701416 time: 4:14:12.295453
- B/E: 47 / 113 , Gen_loss: -0.35490683 MI_loss: 21.41335 Detection error: 0.010312497615814209 time: 4:14:13.156743
- B/E: 48 / 113 , Gen_loss: -0.3523342 MI_loss: 21.469547 Detection error: 0.010328471660614014 time: 4:14:14.101776
- B/E: 49 / 113 , Gen_loss: -0.35165763 MI_loss: 21.339203 Detection error: 0.010326862335205078 time: 4:14:14.966591
- B/E: 50 / 113 , Gen_loss: -0.35089487 MI_loss: 21.331987 Detection error: 0.010330259799957275 time: 4:14:15.824601
- B/E: 51 / 113 , Gen_loss: -0.35193387 MI_loss: 21.376135 Detection error: 0.010327517986297607 time: 4:14:16.702174
- B/E: 52 / 113 , Gen_loss: -0.3536834 MI_loss: 21.298185 Detection error: 0.010323703289031982 time: 4:14:17.563380
- B/E: 53 / 113 , Gen_loss: -0.3585664 MI_loss: 21.64627 Detection error: 0.010346055030822754 time: 4:14:18.422149
- B/E: 54 / 113 , Gen_loss: -0.36201394 MI_loss: 21.85157 Detection error: 0.010346591472625732 time: 4:14:19.279476
- B/E: 55 / 113 , Gen_loss: -0.35265794 MI_loss: 21.383226 Detection error: 0.01033926010131836 time: 4:14:20.142450
- B/E: 56 / 113 , Gen_loss: -0.35887155 MI_loss: 21.648733 Detection error: 0.010310828685760498 time: 4:14:20.941446
- B/E: 57 / 113 , Gen_loss: -0.34895715 MI_loss: 21.292665 Detection error: 0.010305523872375488 time: 4:14:21.716140
- B/E: 58 / 113 , Gen_loss: -0.358017 MI_loss: 21.750238 Detection error: 0.010298728942871094 time: 4:14:22.469634
- B/E: 59 / 113 , Gen_loss: -0.36840543 MI_loss: 22.410263 Detection error: 0.010322928428649902 time: 4:14:23.302197
- B/E: 60 / 113 , Gen_loss: -0.35721937 MI_loss: 21.55032 Detection error: 0.010317087173461914 time: 4:14:24.174583
- B/E: 61 / 113 , Gen_loss: -0.36528972 MI_loss: 22.236784 Detection error: 0.010317027568817139 time: 4:14:25.076072
- B/E: 62 / 113 , Gen_loss: -0.35744753 MI_loss: 21.676771 Detection error: 0.010328352451324463 time: 4:14:25.937583
- B/E: 63 / 113 , Gen_loss: -0.35150433 MI_loss: 21.305529 Detection error: 0.010320305824279785 time: 4:14:26.877387
- B/E: 64 / 113 , Gen_loss: -0.35536104 MI_loss: 21.534344 Detection error: 0.010313451290130615 time: 4:14:27.757554
- B/E: 65 / 113 , Gen_loss: -0.3548325 MI_loss: 21.621002 Detection error: 0.0103110671043396 time: 4:14:28.619312
- B/E: 66 / 113 , Gen_loss: -0.3571807 MI_loss: 21.607466 Detection error: 0.010311543941497803 time: 4:14:29.478055
- B/E: 67 / 113 , Gen_loss: -0.35658315 MI_loss: 21.652246 Detection error: 0.010305583477020264 time: 4:14:30.336703
- B/E: 68 / 113 , Gen_loss: -0.35408795 MI_loss: 21.490911 Detection error: 0.010305225849151611 time: 4:14:31.195085
- B/E: 69 / 113 , Gen_loss: -0.35337824 MI_loss: 21.377903 Detection error: 0.01031029224395752 time: 4:14:32.058512
- B/E: 70 / 113 , Gen_loss: -0.36458924 MI_loss: 22.085669 Detection error: 0.010306358337402344 time: 4:14:32.919995
- B/E: 71 / 113 , Gen_loss: -0.34335774 MI_loss: 20.76241 Detection error: 0.010309875011444092 time: 4:14:33.833075
- B/E: 72 / 113 , Gen_loss: -0.35638502 MI_loss: 21.627953 Detection error: 0.010305643081665039 time: 4:14:34.696415
- B/E: 73 / 113 , Gen_loss: -0.36241153 MI_loss: 22.051504 Detection error: 0.010303616523742676 time: 4:14:35.563233
- B/E: 74 / 113 , Gen_loss: -0.35277385 MI_loss: 21.402477 Detection error: 0.010292112827301025 time: 4:14:36.425313
- B/E: 75 / 113 , Gen_loss: -0.35059002 MI_loss: 21.365059 Detection error: 0.010294020175933838 time: 4:14:37.285184
- B/E: 76 / 113 , Gen_loss: -0.36221474 MI_loss: 21.985931 Detection error: 0.010292232036590576 time: 4:14:38.148360
- B/E: 77 / 113 , Gen_loss: -0.3482932 MI_loss: 21.30332 Detection error: 0.010286867618560791 time: 4:14:39.008572
- B/E: 78 / 113 , Gen_loss: -0.35176313 MI_loss: 21.257065 Detection error: 0.010282814502716064 time: 4:14:39.835057
- B/E: 79 / 113 , Gen_loss: -0.36478275 MI_loss: 22.208754 Detection error: 0.010301589965820312 time: 4:14:40.683904
- B/E: 80 / 113 , Gen_loss: -0.36377838 MI_loss: 22.116137 Detection error: 0.010305583477020264 time: 4:14:41.440969
- B/E: 81 / 113 , Gen_loss: -0.3493108 MI_loss: 21.214827 Detection error: 0.010293841361999512 time: 4:14:42.282604
- B/E: 82 / 113 , Gen_loss: -0.35865432 MI_loss: 21.739645 Detection error: 0.0102996826171875 time: 4:14:43.141861
- B/E: 83 / 113 , Gen_loss: -0.35718223 MI_loss: 21.683743 Detection error: 0.010297238826751709 time: 4:14:43.990084
- B/E: 84 / 113 , Gen_loss: -0.36058933 MI_loss: 21.936749 Detection error: 0.010295212268829346 time: 4:14:44.756791
- B/E: 85 / 113 , Gen_loss: -0.3611931 MI_loss: 21.848671 Detection error: 0.010275423526763916 time: 4:14:45.525049
- B/E: 86 / 113 , Gen_loss: -0.3583136 MI_loss: 21.662119 Detection error: 0.010278403759002686 time: 4:14:46.362245
- B/E: 87 / 113 , Gen_loss: -0.35041294 MI_loss: 21.160149 Detection error: 0.010259568691253662 time: 4:14:47.222887
- B/E: 88 / 113 , Gen_loss: -0.36459646 MI_loss: 22.24243 Detection error: 0.01025247573852539 time: 4:14:48.084651
- B/E: 89 / 113 , Gen_loss: -0.35433608 MI_loss: 21.492203 Detection error: 0.010258674621582031 time: 4:14:48.872967
- B/E: 90 / 113 , Gen_loss: -0.3524615 MI_loss: 21.189806 Detection error: 0.010257542133331299 time: 4:14:49.626060
- B/E: 91 / 113 , Gen_loss: -0.35601375 MI_loss: 21.581057 Detection error: 0.010260164737701416 time: 4:14:50.469075
- B/E: 92 / 113 , Gen_loss: -0.34449795 MI_loss: 20.952543 Detection error: 0.01025468111038208 time: 4:14:51.335042
- B/E: 93 / 113 , Gen_loss: -0.35408124 MI_loss: 21.331875 Detection error: 0.01025301218032837 time: 4:14:52.200173
- B/E: 94 / 113 , Gen_loss: -0.3510588 MI_loss: 21.3706 Detection error: 0.010267078876495361 time: 4:14:52.984052
- B/E: 95 / 113 , Gen_loss: -0.3555757 MI_loss: 21.605076 Detection error: 0.010269224643707275 time: 4:14:53.829194
- B/E: 96 / 113 , Gen_loss: -0.3522771 MI_loss: 21.246635 Detection error: 0.01025933027267456 time: 4:14:54.705091
- B/E: 97 / 113 , Gen_loss: -0.3552094 MI_loss: 21.595308 Detection error: 0.010254442691802979 time: 4:14:55.563420
- B/E: 98 / 113 , Gen_loss: -0.35803705 MI_loss: 21.612873 Detection error: 0.010245263576507568 time: 4:14:56.422358
- B/E: 99 / 113 , Gen_loss: -0.36543936 MI_loss: 22.080324 Detection error: 0.010237812995910645 time: 4:14:57.281892
- B/E: 100 / 113 , Gen_loss: -0.35747865 MI_loss: 21.728897 Detection error: 0.010245680809020996 time: 4:14:58.152663
- B/E: 101 / 113 , Gen_loss: -0.3537291 MI_loss: 21.475021 Detection error: 0.010254621505737305 time: 4:14:59.015391
- B/E: 102 / 113 , Gen_loss: -0.34985414 MI_loss: 21.218128 Detection error: 0.010254263877868652 time: 4:14:59.875385
- B/E: 103 / 113 , Gen_loss: -0.35910445 MI_loss: 21.631987 Detection error: 0.010250329971313477 time: 4:15:00.736001
- B/E: 104 / 113 , Gen_loss: -0.35555235 MI_loss: 21.43244 Detection error: 0.010255932807922363 time: 4:15:01.630377
- B/E: 105 / 113 , Gen_loss: -0.36037886 MI_loss: 21.819292 Detection error: 0.010252952575683594 time: 4:15:02.493877
- B/E: 106 / 113 , Gen_loss: -0.34731263 MI_loss: 21.148392 Detection error: 0.010255813598632812 time: 4:15:03.296069
- B/E: 107 / 113 , Gen_loss: -0.3601328 MI_loss: 21.905006 Detection error: 0.010260701179504395 time: 4:15:04.152758
- B/E: 108 / 113 , Gen_loss: -0.35354424 MI_loss: 21.524704 Detection error: 0.010264933109283447 time: 4:15:05.053158
- B/E: 109 / 113 , Gen_loss: -0.35898307 MI_loss: 21.723711 Detection error: 0.010261058807373047 time: 4:15:05.922111
- B/E: 110 / 113 , Gen_loss: -0.3623679 MI_loss: 21.86902 Detection error: 0.010254204273223877 time: 4:15:06.781899
- B/E: 111 / 113 , Gen_loss: -0.36583588 MI_loss: 21.978477 Detection error: 0.010250568389892578 time: 4:15:07.743667
- B/E: 112 / 113 , Gen_loss: -0.3653916 MI_loss: 22.195797 Detection error: 0.010253071784973145 time: 4:15:08.611584
- B/E: 113 / 113 , Gen_loss: -0.35514992 MI_loss: 21.75715 Detection error: 0.010257959365844727 time: 4:15:09.422585
- B/E: 114 / 113 , Gen_loss: -0.3516212 MI_loss: 21.507128 Detection error: 0.010258138179779053 time: 4:15:10.175718
- B/E: 115 / 113 , Gen_loss: -0.36122486 MI_loss: 21.91161 Detection error: 0.010253489017486572 time: 4:15:10.926937
- B/E: 116 / 113 , Gen_loss: -0.34859973 MI_loss: 21.112469 Detection error: 0.010256648063659668 time: 4:15:11.699963
- B/E: 117 / 113 , Gen_loss: -0.35478082 MI_loss: 21.461143 Detection error: 0.010254502296447754 time: 4:15:12.451564
- B/E: 118 / 113 , Gen_loss: -0.3546257 MI_loss: 21.371843 Detection error: 0.01025158166885376 time: 4:15:13.254421
- B/E: 119 / 113 , Gen_loss: -0.3508179 MI_loss: 21.238642 Detection error: 0.010246336460113525 time: 4:15:14.006126
- B/E: 120 / 113 , Gen_loss: -0.34984317 MI_loss: 21.38958 Detection error: 0.010250270366668701 time: 4:15:14.762424
- B/E: 121 / 113 , Gen_loss: -0.35510263 MI_loss: 21.483044 Detection error: 0.01024848222732544 time: 4:15:15.516885
- B/E: 122 / 113 , Gen_loss: -0.36030513 MI_loss: 21.872936 Detection error: 0.010247468948364258 time: 4:15:16.267557
- B/E: 123 / 113 , Gen_loss: -0.34411135 MI_loss: 20.784664 Detection error: 0.010240912437438965 time: 4:15:17.018992
- B/E: 124 / 113 , Gen_loss: -0.3624447 MI_loss: 22.040878 Detection error: 0.010242998600006104 time: 4:15:17.771239
- B/E: 125 / 113 , Gen_loss: -0.35158098 MI_loss: 21.213177 Detection error: 0.01024407148361206 time: 4:15:18.621499
- B/E: 126 / 113 , Gen_loss: -0.3607411 MI_loss: 21.98794 Detection error: 0.010248303413391113 time: 4:15:19.512136
- B/E: 127 / 113 , Gen_loss: -0.34231812 MI_loss: 20.76691 Detection error: 0.010250270366668701 time: 4:15:20.453694
- B/E: 128 / 113 , Gen_loss: -0.34672835 MI_loss: 21.052097 Detection error: 0.010251939296722412 time: 4:15:21.317163
- B/E: 129 / 113 , Gen_loss: -0.3528993 MI_loss: 21.457735 Detection error: 0.010263681411743164 time: 4:15:22.181601
- B/E: 130 / 113 , Gen_loss: -0.35805893 MI_loss: 21.657352 Detection error: 0.010267913341522217 time: 4:15:23.042677
- B/E: 131 / 113 , Gen_loss: -0.35381457 MI_loss: 21.318386 Detection error: 0.010269403457641602 time: 4:15:23.901264
- B/E: 132 / 113 , Gen_loss: -0.35943767 MI_loss: 21.711445 Detection error: 0.010270178318023682 time: 4:15:24.765859
- B/E: 133 / 113 , Gen_loss: -0.36912036 MI_loss: 22.42231 Detection error: 0.01027446985244751 time: 4:15:25.630846
- B/E: 134 / 113 , Gen_loss: -0.3588942 MI_loss: 21.819927 Detection error: 0.010277986526489258 time: 4:15:26.493496
- B/E: 135 / 113 , Gen_loss: -0.34969744 MI_loss: 21.097727 Detection error: 0.010283291339874268 time: 4:15:27.352819
- B/E: 136 / 113 , Gen_loss: -0.3469059 MI_loss: 21.049978 Detection error: 0.01028376817703247 time: 4:15:28.214549
- B/E: 137 / 113 , Gen_loss: -0.35220876 MI_loss: 21.447994 Detection error: 0.0102882981300354 time: 4:15:29.074360
- B/E: 138 / 113 , Gen_loss: -0.3553383 MI_loss: 21.605173 Detection error: 0.010292291641235352 time: 4:15:29.931931
- B/E: 139 / 113 , Gen_loss: -0.36337376 MI_loss: 22.040457 Detection error: 0.010294616222381592 time: 4:15:30.706738
- B/E: 140 / 113 , Gen_loss: -0.35404834 MI_loss: 21.356071 Detection error: 0.010293424129486084 time: 4:15:31.475286
- B/E: 141 / 113 , Gen_loss: -0.3484857 MI_loss: 21.02233 Detection error: 0.010292887687683105 time: 4:15:32.230290
- B/E: 142 / 113 , Gen_loss: -0.35159147 MI_loss: 21.333284 Detection error: 0.010290861129760742 time: 4:15:33.091010
- B/E: 143 / 113 , Gen_loss: -0.35756287 MI_loss: 21.751244 Detection error: 0.010289490222930908 time: 4:15:34.038854
- B/E: 144 / 113 , Gen_loss: -0.35101247 MI_loss: 21.201286 Detection error: 0.010298073291778564 time: 4:15:34.918098
- B/E: 145 / 113 , Gen_loss: -0.35026002 MI_loss: 21.067753 Detection error: 0.01029878854751587 time: 4:15:35.780180
- B/E: 146 / 113 , Gen_loss: -0.35144788 MI_loss: 21.19812 Detection error: 0.010303139686584473 time: 4:15:36.569216
- B/E: 147 / 113 , Gen_loss: -0.3531615 MI_loss: 21.459171 Detection error: 0.010305345058441162 time: 4:15:37.330187
- B/E: 148 / 113 , Gen_loss: -0.36045405 MI_loss: 21.84214 Detection error: 0.010307669639587402 time: 4:15:38.222870
- B/E: 149 / 113 , Gen_loss: -0.35656363 MI_loss: 21.786175 Detection error: 0.010312318801879883 time: 4:15:39.051344
-
- Test Loss: 10.521642 Test Error: 0.010908305644989014
- -----
- EPOCH: 114
- B/E: 0 / 114 , Gen_loss: -0.35137355 MI_loss: 21.28394 Detection error: 0.011218726634979248 time: 4:15:41.057832
- B/E: 1 / 114 , Gen_loss: -0.34349597 MI_loss: 20.987045 Detection error: 0.011156260967254639 time: 4:15:55.373799
- B/E: 2 / 114 , Gen_loss: -0.34569424 MI_loss: 20.745075 Detection error: 0.010614573955535889 time: 4:15:56.148600
- B/E: 3 / 114 , Gen_loss: -0.3578032 MI_loss: 21.873407 Detection error: 0.010593771934509277 time: 4:15:56.905444
- B/E: 4 / 114 , Gen_loss: -0.34296662 MI_loss: 20.681042 Detection error: 0.010399997234344482 time: 4:15:57.661708
- B/E: 5 / 114 , Gen_loss: -0.35408115 MI_loss: 21.756622 Detection error: 0.010395824909210205 time: 4:15:58.544184
- B/E: 6 / 114 , Gen_loss: -0.3479453 MI_loss: 21.10379 Detection error: 0.01037055253982544 time: 4:15:59.390481
- B/E: 7 / 114 , Gen_loss: -0.36569372 MI_loss: 22.048878 Detection error: 0.010488271713256836 time: 4:16:00.253049
- B/E: 8 / 114 , Gen_loss: -0.3589495 MI_loss: 21.860992 Detection error: 0.010409712791442871 time: 4:16:01.115664
- B/E: 9 / 114 , Gen_loss: -0.35511553 MI_loss: 21.64933 Detection error: 0.010337471961975098 time: 4:16:01.975988
- B/E: 10 / 114 , Gen_loss: -0.35956228 MI_loss: 21.831028 Detection error: 0.010383546352386475 time: 4:16:02.836463
- B/E: 11 / 114 , Gen_loss: -0.35867435 MI_loss: 21.657047 Detection error: 0.01040107011795044 time: 4:16:03.694759
- B/E: 12 / 114 , Gen_loss: -0.36062053 MI_loss: 21.878775 Detection error: 0.010495185852050781 time: 4:16:04.557769
- B/E: 13 / 114 , Gen_loss: -0.35182974 MI_loss: 21.235722 Detection error: 0.010484397411346436 time: 4:16:05.417751
- B/E: 14 / 114 , Gen_loss: -0.35387442 MI_loss: 21.39419 Detection error: 0.010487496852874756 time: 4:16:06.276937
- B/E: 15 / 114 , Gen_loss: -0.35512862 MI_loss: 21.630693 Detection error: 0.01046288013458252 time: 4:16:07.136320
- B/E: 16 / 114 , Gen_loss: -0.33627558 MI_loss: 20.1893 Detection error: 0.010408103466033936 time: 4:16:08.000401
- B/E: 17 / 114 , Gen_loss: -0.3426474 MI_loss: 20.774858 Detection error: 0.010397553443908691 time: 4:16:08.859663
- B/E: 18 / 114 , Gen_loss: -0.35477376 MI_loss: 21.50816 Detection error: 0.010351955890655518 time: 4:16:09.722648
- B/E: 19 / 114 , Gen_loss: -0.34620842 MI_loss: 21.033735 Detection error: 0.01035153865814209 time: 4:16:10.607261
- B/E: 20 / 114 , Gen_loss: -0.34858423 MI_loss: 21.011818 Detection error: 0.010366082191467285 time: 4:16:11.564517
- B/E: 21 / 114 , Gen_loss: -0.3385262 MI_loss: 20.60572 Detection error: 0.010373592376708984 time: 4:16:12.423955
- B/E: 22 / 114 , Gen_loss: -0.35063723 MI_loss: 21.187366 Detection error: 0.010343730449676514 time: 4:16:13.283047
- B/E: 23 / 114 , Gen_loss: -0.36461818 MI_loss: 22.046423 Detection error: 0.010341167449951172 time: 4:16:14.167238
- B/E: 24 / 114 , Gen_loss: -0.35892978 MI_loss: 21.803955 Detection error: 0.010362505912780762 time: 4:16:15.032725
- B/E: 25 / 114 , Gen_loss: -0.35510042 MI_loss: 21.552145 Detection error: 0.010354578495025635 time: 4:16:15.894445
- B/E: 26 / 114 , Gen_loss: -0.3512693 MI_loss: 21.429552 Detection error: 0.010399281978607178 time: 4:16:16.753558
- B/E: 27 / 114 , Gen_loss: -0.35918158 MI_loss: 21.811966 Detection error: 0.010425209999084473 time: 4:16:17.631707
- B/E: 28 / 114 , Gen_loss: -0.35390714 MI_loss: 21.499083 Detection error: 0.010429978370666504 time: 4:16:18.450596
- B/E: 29 / 114 , Gen_loss: -0.35516572 MI_loss: 21.527174 Detection error: 0.010436475276947021 time: 4:16:19.212290
- B/E: 30 / 114 , Gen_loss: -0.3519935 MI_loss: 21.321953 Detection error: 0.010414302349090576 time: 4:16:19.964203
- B/E: 31 / 114 , Gen_loss: -0.34388188 MI_loss: 20.848225 Detection error: 0.010383784770965576 time: 4:16:20.716876
- B/E: 32 / 114 , Gen_loss: -0.36187422 MI_loss: 21.923302 Detection error: 0.010374069213867188 time: 4:16:21.472473
- B/E: 33 / 114 , Gen_loss: -0.35122597 MI_loss: 21.29701 Detection error: 0.01034468412399292 time: 4:16:22.227636
- B/E: 34 / 114 , Gen_loss: -0.3511358 MI_loss: 21.433252 Detection error: 0.010347306728363037 time: 4:16:22.981475
- B/E: 35 / 114 , Gen_loss: -0.36335245 MI_loss: 22.103287 Detection error: 0.010339438915252686 time: 4:16:23.734767
- B/E: 36 / 114 , Gen_loss: -0.35920295 MI_loss: 21.760021 Detection error: 0.010331928730010986 time: 4:16:24.586156
- B/E: 37 / 114 , Gen_loss: -0.36180088 MI_loss: 21.837599 Detection error: 0.010336339473724365 time: 4:16:25.352108
- B/E: 38 / 114 , Gen_loss: -0.35362384 MI_loss: 21.362587 Detection error: 0.01034533977508545 time: 4:16:26.105664
- B/E: 39 / 114 , Gen_loss: -0.35363698 MI_loss: 21.41036 Detection error: 0.010335147380828857 time: 4:16:26.856728
- B/E: 40 / 114 , Gen_loss: -0.35791373 MI_loss: 21.622292 Detection error: 0.010328531265258789 time: 4:16:27.707697
- B/E: 41 / 114 , Gen_loss: -0.35713428 MI_loss: 21.500328 Detection error: 0.010308802127838135 time: 4:16:28.567359
- B/E: 42 / 114 , Gen_loss: -0.35148177 MI_loss: 21.329515 Detection error: 0.010294318199157715 time: 4:16:29.426070
- B/E: 43 / 114 , Gen_loss: -0.36357766 MI_loss: 22.017035 Detection error: 0.010305404663085938 time: 4:16:30.284977
- B/E: 44 / 114 , Gen_loss: -0.3549401 MI_loss: 21.593334 Detection error: 0.010328471660614014 time: 4:16:31.148529
- B/E: 45 / 114 , Gen_loss: -0.35997504 MI_loss: 21.8773 Detection error: 0.010331511497497559 time: 4:16:32.009538
- B/E: 46 / 114 , Gen_loss: -0.35661262 MI_loss: 21.676977 Detection error: 0.010331809520721436 time: 4:16:32.869726
- B/E: 47 / 114 , Gen_loss: -0.3594143 MI_loss: 21.78561 Detection error: 0.010333359241485596 time: 4:16:33.729237
- B/E: 48 / 114 , Gen_loss: -0.3582745 MI_loss: 21.75101 Detection error: 0.010344386100769043 time: 4:16:34.595490
- B/E: 49 / 114 , Gen_loss: -0.35589108 MI_loss: 21.622099 Detection error: 0.01034313440322876 time: 4:16:35.456063
- B/E: 50 / 114 , Gen_loss: -0.35940984 MI_loss: 21.931383 Detection error: 0.010342538356781006 time: 4:16:36.315128
- B/E: 51 / 114 , Gen_loss: -0.34946266 MI_loss: 21.344728 Detection error: 0.010349154472351074 time: 4:16:37.177174
- B/E: 52 / 114 , Gen_loss: -0.36232197 MI_loss: 22.071457 Detection error: 0.010349631309509277 time: 4:16:38.133434
- B/E: 53 / 114 , Gen_loss: -0.35949713 MI_loss: 21.728533 Detection error: 0.010355353355407715 time: 4:16:38.997827
- B/E: 54 / 114 , Gen_loss: -0.34903708 MI_loss: 21.203936 Detection error: 0.010348856449127197 time: 4:16:39.860916
- B/E: 55 / 114 , Gen_loss: -0.34810758 MI_loss: 21.094757 Detection error: 0.010333716869354248 time: 4:16:40.724873
- B/E: 56 / 114 , Gen_loss: -0.35721374 MI_loss: 21.578331 Detection error: 0.010319650173187256 time: 4:16:41.519906
- B/E: 57 / 114 , Gen_loss: -0.35063845 MI_loss: 21.209528 Detection error: 0.010313034057617188 time: 4:16:42.272597
- B/E: 58 / 114 , Gen_loss: -0.3614063 MI_loss: 22.066294 Detection error: 0.01030510663986206 time: 4:16:43.024110
- B/E: 59 / 114 , Gen_loss: -0.36143887 MI_loss: 22.037323 Detection error: 0.010326027870178223 time: 4:16:43.801080
- B/E: 60 / 114 , Gen_loss: -0.36915612 MI_loss: 22.37244 Detection error: 0.010323286056518555 time: 4:16:44.575543
- B/E: 61 / 114 , Gen_loss: -0.35111257 MI_loss: 21.34733 Detection error: 0.010320544242858887 time: 4:16:45.326087
- B/E: 62 / 114 , Gen_loss: -0.3604504 MI_loss: 21.884808 Detection error: 0.010320961475372314 time: 4:16:46.173735
- B/E: 63 / 114 , Gen_loss: -0.3494376 MI_loss: 21.120789 Detection error: 0.010328114032745361 time: 4:16:47.031943
- B/E: 64 / 114 , Gen_loss: -0.35648507 MI_loss: 21.668465 Detection error: 0.010319232940673828 time: 4:16:47.898922
- B/E: 65 / 114 , Gen_loss: -0.3656587 MI_loss: 22.104633 Detection error: 0.010317206382751465 time: 4:16:48.755248
- B/E: 66 / 114 , Gen_loss: -0.35725078 MI_loss: 21.59016 Detection error: 0.01030874252319336 time: 4:16:49.613206
- B/E: 67 / 114 , Gen_loss: -0.3598976 MI_loss: 21.772053 Detection error: 0.010301947593688965 time: 4:16:50.471458
- B/E: 68 / 114 , Gen_loss: -0.3620555 MI_loss: 22.041615 Detection error: 0.010302543640136719 time: 4:16:51.371669
- B/E: 69 / 114 , Gen_loss: -0.35799202 MI_loss: 21.735489 Detection error: 0.010306715965270996 time: 4:16:52.122903
- B/E: 70 / 114 , Gen_loss: -0.35887346 MI_loss: 21.724754 Detection error: 0.010301053524017334 time: 4:16:52.987350
- B/E: 71 / 114 , Gen_loss: -0.3499127 MI_loss: 21.323242 Detection error: 0.010308146476745605 time: 4:16:53.845161
- B/E: 72 / 114 , Gen_loss: -0.35381222 MI_loss: 21.401085 Detection error: 0.010300934314727783 time: 4:16:54.727238
- B/E: 73 / 114 , Gen_loss: -0.35286972 MI_loss: 21.547468 Detection error: 0.010295629501342773 time: 4:16:55.586207
- B/E: 74 / 114 , Gen_loss: -0.36160725 MI_loss: 22.003693 Detection error: 0.010296225547790527 time: 4:16:56.445166
- B/E: 75 / 114 , Gen_loss: -0.3537196 MI_loss: 21.377296 Detection error: 0.010289490222930908 time: 4:16:57.305626
- B/E: 76 / 114 , Gen_loss: -0.34624642 MI_loss: 20.99258 Detection error: 0.010292589664459229 time: 4:16:58.168888
- B/E: 77 / 114 , Gen_loss: -0.35047 MI_loss: 21.221533 Detection error: 0.010286033153533936 time: 4:16:59.029348
- B/E: 78 / 114 , Gen_loss: -0.3619203 MI_loss: 21.85192 Detection error: 0.010283231735229492 time: 4:16:59.892776
- B/E: 79 / 114 , Gen_loss: -0.3587198 MI_loss: 21.695091 Detection error: 0.010294914245605469 time: 4:17:00.682056
- B/E: 80 / 114 , Gen_loss: -0.35790846 MI_loss: 21.72297 Detection error: 0.010300934314727783 time: 4:17:01.433319
- B/E: 81 / 114 , Gen_loss: -0.3567023 MI_loss: 21.559551 Detection error: 0.010301053524017334 time: 4:17:02.185998
- B/E: 82 / 114 , Gen_loss: -0.3615828 MI_loss: 21.998417 Detection error: 0.010295569896697998 time: 4:17:02.939003
- B/E: 83 / 114 , Gen_loss: -0.35301235 MI_loss: 21.403324 Detection error: 0.010299861431121826 time: 4:17:03.691183
- B/E: 84 / 114 , Gen_loss: -0.35523933 MI_loss: 21.486567 Detection error: 0.01029115915298462 time: 4:17:04.598552
- B/E: 85 / 114 , Gen_loss: -0.36325645 MI_loss: 21.993855 Detection error: 0.010275065898895264 time: 4:17:05.355247
- B/E: 86 / 114 , Gen_loss: -0.3493043 MI_loss: 21.094797 Detection error: 0.010275840759277344 time: 4:17:06.109236
- B/E: 87 / 114 , Gen_loss: -0.35252059 MI_loss: 21.343042 Detection error: 0.010260283946990967 time: 4:17:06.860438
- B/E: 88 / 114 , Gen_loss: -0.34669593 MI_loss: 20.974823 Detection error: 0.010252833366394043 time: 4:17:07.633068
- B/E: 89 / 114 , Gen_loss: -0.358145 MI_loss: 21.784496 Detection error: 0.01026076078414917 time: 4:17:08.389905
- B/E: 90 / 114 , Gen_loss: -0.35069394 MI_loss: 21.15405 Detection error: 0.010258257389068604 time: 4:17:09.145188
- B/E: 91 / 114 , Gen_loss: -0.35771468 MI_loss: 21.719501 Detection error: 0.010260164737701416 time: 4:17:09.896631
- B/E: 92 / 114 , Gen_loss: -0.35050985 MI_loss: 21.151012 Detection error: 0.010251343250274658 time: 4:17:10.649198
- B/E: 93 / 114 , Gen_loss: -0.35035023 MI_loss: 21.29361 Detection error: 0.010245680809020996 time: 4:17:11.404112
- B/E: 94 / 114 , Gen_loss: -0.35353503 MI_loss: 21.53504 Detection error: 0.010263144969940186 time: 4:17:12.158430
- B/E: 95 / 114 , Gen_loss: -0.3571167 MI_loss: 21.670122 Detection error: 0.010266602039337158 time: 4:17:12.910835
- B/E: 96 / 114 , Gen_loss: -0.3546219 MI_loss: 21.463184 Detection error: 0.010260283946990967 time: 4:17:13.760507
- B/E: 97 / 114 , Gen_loss: -0.35633022 MI_loss: 21.53865 Detection error: 0.01025480031967163 time: 4:17:14.572111
- B/E: 98 / 114 , Gen_loss: -0.35175103 MI_loss: 21.263678 Detection error: 0.010243356227874756 time: 4:17:15.430671
- B/E: 99 / 114 , Gen_loss: -0.36399296 MI_loss: 22.031078 Detection error: 0.010239362716674805 time: 4:17:16.286304
- B/E: 100 / 114 , Gen_loss: -0.35613862 MI_loss: 21.694973 Detection error: 0.010247230529785156 time: 4:17:17.231388
- B/E: 101 / 114 , Gen_loss: -0.3548709 MI_loss: 21.467903 Detection error: 0.01025092601776123 time: 4:17:18.093777
- B/E: 102 / 114 , Gen_loss: -0.3568943 MI_loss: 21.669846 Detection error: 0.01025092601776123 time: 4:17:18.954902
- B/E: 103 / 114 , Gen_loss: -0.37406495 MI_loss: 22.634342 Detection error: 0.010253608226776123 time: 4:17:19.816056
- B/E: 104 / 114 , Gen_loss: -0.36395848 MI_loss: 21.93885 Detection error: 0.01025235652923584 time: 4:17:20.690764
- B/E: 105 / 114 , Gen_loss: -0.3470475 MI_loss: 21.111626 Detection error: 0.010251760482788086 time: 4:17:21.556185
- B/E: 106 / 114 , Gen_loss: -0.35793477 MI_loss: 21.581974 Detection error: 0.010248541831970215 time: 4:17:22.416814
- B/E: 107 / 114 , Gen_loss: -0.35783735 MI_loss: 21.819433 Detection error: 0.010255515575408936 time: 4:17:23.299204
- B/E: 108 / 114 , Gen_loss: -0.35453424 MI_loss: 21.484499 Detection error: 0.010262608528137207 time: 4:17:24.122087
- B/E: 109 / 114 , Gen_loss: -0.36156616 MI_loss: 21.912212 Detection error: 0.010258257389068604 time: 4:17:24.885816
- B/E: 110 / 114 , Gen_loss: -0.35157531 MI_loss: 21.158344 Detection error: 0.010250568389892578 time: 4:17:25.637617
- B/E: 111 / 114 , Gen_loss: -0.3557325 MI_loss: 21.625917 Detection error: 0.010250568389892578 time: 4:17:26.392533
- B/E: 112 / 114 , Gen_loss: -0.36049265 MI_loss: 21.812408 Detection error: 0.010246694087982178 time: 4:17:27.230384
- B/E: 113 / 114 , Gen_loss: -0.3563203 MI_loss: 21.7369 Detection error: 0.010252714157104492 time: 4:17:28.114742
- B/E: 114 / 114 , Gen_loss: -0.35033822 MI_loss: 21.386194 Detection error: 0.010252177715301514 time: 4:17:28.978628
- B/E: 115 / 114 , Gen_loss: -0.35093546 MI_loss: 21.239538 Detection error: 0.010250270366668701 time: 4:17:29.836305
- B/E: 116 / 114 , Gen_loss: -0.3648124 MI_loss: 22.013697 Detection error: 0.010252118110656738 time: 4:17:30.775988
- B/E: 117 / 114 , Gen_loss: -0.3580108 MI_loss: 21.886211 Detection error: 0.010252118110656738 time: 4:17:31.657146
- B/E: 118 / 114 , Gen_loss: -0.3567375 MI_loss: 21.714754 Detection error: 0.010249197483062744 time: 4:17:32.517344
- B/E: 119 / 114 , Gen_loss: -0.35347176 MI_loss: 21.325054 Detection error: 0.010247111320495605 time: 4:17:33.375214
- B/E: 120 / 114 , Gen_loss: -0.36351883 MI_loss: 22.060818 Detection error: 0.010244309902191162 time: 4:17:34.236101
- B/E: 121 / 114 , Gen_loss: -0.34835526 MI_loss: 21.250591 Detection error: 0.010255873203277588 time: 4:17:35.117135
- B/E: 122 / 114 , Gen_loss: -0.35386118 MI_loss: 21.31841 Detection error: 0.010253071784973145 time: 4:17:35.980237
- B/E: 123 / 114 , Gen_loss: -0.3598509 MI_loss: 21.877487 Detection error: 0.010246217250823975 time: 4:17:36.841264
- B/E: 124 / 114 , Gen_loss: -0.35362297 MI_loss: 21.59383 Detection error: 0.010249018669128418 time: 4:17:37.703597
- B/E: 125 / 114 , Gen_loss: -0.35552952 MI_loss: 21.579288 Detection error: 0.010247528553009033 time: 4:17:38.492298
- B/E: 126 / 114 , Gen_loss: -0.3626908 MI_loss: 22.010527 Detection error: 0.010254204273223877 time: 4:17:39.244487
- B/E: 127 / 114 , Gen_loss: -0.3697147 MI_loss: 22.44479 Detection error: 0.010254859924316406 time: 4:17:39.995500
- B/E: 128 / 114 , Gen_loss: -0.35537574 MI_loss: 21.656736 Detection error: 0.01026087999343872 time: 4:17:40.746357
- B/E: 129 / 114 , Gen_loss: -0.35847127 MI_loss: 21.960064 Detection error: 0.010269463062286377 time: 4:17:41.591351
- B/E: 130 / 114 , Gen_loss: -0.35482726 MI_loss: 21.533592 Detection error: 0.01027601957321167 time: 4:17:42.379332
- B/E: 131 / 114 , Gen_loss: -0.35295114 MI_loss: 21.35306 Detection error: 0.010276973247528076 time: 4:17:43.131019
- B/E: 132 / 114 , Gen_loss: -0.35291234 MI_loss: 21.219185 Detection error: 0.010273516178131104 time: 4:17:44.030894
- B/E: 133 / 114 , Gen_loss: -0.3587782 MI_loss: 21.727268 Detection error: 0.010274708271026611 time: 4:17:44.791381
- B/E: 134 / 114 , Gen_loss: -0.36301038 MI_loss: 22.09429 Detection error: 0.010284245014190674 time: 4:17:45.548315
- B/E: 135 / 114 , Gen_loss: -0.3513138 MI_loss: 21.291412 Detection error: 0.010286092758178711 time: 4:17:46.301116
- B/E: 136 / 114 , Gen_loss: -0.35613734 MI_loss: 21.627293 Detection error: 0.01028674840927124 time: 4:17:47.052853
- B/E: 137 / 114 , Gen_loss: -0.35514027 MI_loss: 21.426388 Detection error: 0.01028984785079956 time: 4:17:47.804908
- B/E: 138 / 114 , Gen_loss: -0.35906965 MI_loss: 21.907497 Detection error: 0.01029270887374878 time: 4:17:48.647967
- B/E: 139 / 114 , Gen_loss: -0.35493898 MI_loss: 21.580719 Detection error: 0.010298192501068115 time: 4:17:49.505258
- B/E: 140 / 114 , Gen_loss: -0.34969988 MI_loss: 21.123924 Detection error: 0.010297656059265137 time: 4:17:50.362183
- B/E: 141 / 114 , Gen_loss: -0.36349747 MI_loss: 22.007662 Detection error: 0.010298609733581543 time: 4:17:51.219746
- B/E: 142 / 114 , Gen_loss: -0.3518865 MI_loss: 21.219137 Detection error: 0.010297179222106934 time: 4:17:52.052232
- B/E: 143 / 114 , Gen_loss: -0.36442629 MI_loss: 22.1516 Detection error: 0.010293424129486084 time: 4:17:52.805148
- B/E: 144 / 114 , Gen_loss: -0.35607243 MI_loss: 21.522938 Detection error: 0.010300874710083008 time: 4:17:53.657017
- B/E: 145 / 114 , Gen_loss: -0.3497762 MI_loss: 21.207138 Detection error: 0.010306954383850098 time: 4:17:54.518821
- B/E: 146 / 114 , Gen_loss: -0.34939778 MI_loss: 21.110147 Detection error: 0.010311007499694824 time: 4:17:55.302038
- B/E: 147 / 114 , Gen_loss: -0.35005537 MI_loss: 21.1965 Detection error: 0.010312080383300781 time: 4:17:56.074623
- B/E: 148 / 114 , Gen_loss: -0.36139837 MI_loss: 21.834446 Detection error: 0.010313570499420166 time: 4:17:56.911264
- B/E: 149 / 114 , Gen_loss: -0.3565499 MI_loss: 21.844404 Detection error: 0.01032167673110962 time: 4:17:57.661960
-
- Test Loss: 10.507578 Test Error: 0.010883331298828125
- -----
- EPOCH: 115
- B/E: 0 / 115 , Gen_loss: -0.36082667 MI_loss: 21.98003 Detection error: 0.011468768119812012 time: 4:17:59.621784
- B/E: 1 / 115 , Gen_loss: -0.3426656 MI_loss: 20.92614 Detection error: 0.011390626430511475 time: 4:18:14.083695
- B/E: 2 / 115 , Gen_loss: -0.35528892 MI_loss: 21.438147 Detection error: 0.010687470436096191 time: 4:18:14.977775
- B/E: 3 / 115 , Gen_loss: -0.35489467 MI_loss: 21.678596 Detection error: 0.01070314645767212 time: 4:18:15.839099
- B/E: 4 / 115 , Gen_loss: -0.3538139 MI_loss: 21.464022 Detection error: 0.01051872968673706 time: 4:18:16.698784
- B/E: 5 / 115 , Gen_loss: -0.34477147 MI_loss: 21.060436 Detection error: 0.010562479496002197 time: 4:18:17.561503
- B/E: 6 / 115 , Gen_loss: -0.35094512 MI_loss: 21.350918 Detection error: 0.01054912805557251 time: 4:18:18.421719
- B/E: 7 / 115 , Gen_loss: -0.35202414 MI_loss: 21.416513 Detection error: 0.010597646236419678 time: 4:18:19.283953
- B/E: 8 / 115 , Gen_loss: -0.36002666 MI_loss: 21.679895 Detection error: 0.01045137643814087 time: 4:18:20.066267
- B/E: 9 / 115 , Gen_loss: -0.35611844 MI_loss: 21.675524 Detection error: 0.010440647602081299 time: 4:18:20.912669
- B/E: 10 / 115 , Gen_loss: -0.36395586 MI_loss: 22.161888 Detection error: 0.01044321060180664 time: 4:18:21.854661
- B/E: 11 / 115 , Gen_loss: -0.3530159 MI_loss: 21.380009 Detection error: 0.01047658920288086 time: 4:18:22.605650
- B/E: 12 / 115 , Gen_loss: -0.35691842 MI_loss: 21.725698 Detection error: 0.010502398014068604 time: 4:18:23.356387
- B/E: 13 / 115 , Gen_loss: -0.35318437 MI_loss: 21.61198 Detection error: 0.010504484176635742 time: 4:18:24.204750
- B/E: 14 / 115 , Gen_loss: -0.36185738 MI_loss: 21.769464 Detection error: 0.01048123836517334 time: 4:18:24.988218
- B/E: 15 / 115 , Gen_loss: -0.34714454 MI_loss: 21.102484 Detection error: 0.01044529676437378 time: 4:18:25.737345
- B/E: 16 / 115 , Gen_loss: -0.36192966 MI_loss: 21.981972 Detection error: 0.010413587093353271 time: 4:18:26.490828
- B/E: 17 / 115 , Gen_loss: -0.35322115 MI_loss: 21.412376 Detection error: 0.01038891077041626 time: 4:18:27.245305
- B/E: 18 / 115 , Gen_loss: -0.35391435 MI_loss: 21.441826 Detection error: 0.010317444801330566 time: 4:18:28.008917
- B/E: 19 / 115 , Gen_loss: -0.35428485 MI_loss: 21.518688 Detection error: 0.01034688949584961 time: 4:18:28.762040
- B/E: 20 / 115 , Gen_loss: -0.35133535 MI_loss: 21.276808 Detection error: 0.010366082191467285 time: 4:18:29.524007
- B/E: 21 / 115 , Gen_loss: -0.35181165 MI_loss: 21.357113 Detection error: 0.010355114936828613 time: 4:18:30.275973
- B/E: 22 / 115 , Gen_loss: -0.35438752 MI_loss: 21.410883 Detection error: 0.010322034358978271 time: 4:18:31.042943
- B/E: 23 / 115 , Gen_loss: -0.3528432 MI_loss: 21.43329 Detection error: 0.010334610939025879 time: 4:18:31.794337
- B/E: 24 / 115 , Gen_loss: -0.35355142 MI_loss: 21.454252 Detection error: 0.01034247875213623 time: 4:18:32.543305
- B/E: 25 / 115 , Gen_loss: -0.35021323 MI_loss: 21.161304 Detection error: 0.010342538356781006 time: 4:18:33.397026
- B/E: 26 / 115 , Gen_loss: -0.35485432 MI_loss: 21.620173 Detection error: 0.010387718677520752 time: 4:18:34.180051
- B/E: 27 / 115 , Gen_loss: -0.3601478 MI_loss: 21.90522 Detection error: 0.010396182537078857 time: 4:18:34.932841
- B/E: 28 / 115 , Gen_loss: -0.35729963 MI_loss: 21.728867 Detection error: 0.010403037071228027 time: 4:18:35.689878
- B/E: 29 / 115 , Gen_loss: -0.3563612 MI_loss: 21.597588 Detection error: 0.010429143905639648 time: 4:18:36.441192
- B/E: 30 / 115 , Gen_loss: -0.35283032 MI_loss: 21.409628 Detection error: 0.010402202606201172 time: 4:18:37.192482
- B/E: 31 / 115 , Gen_loss: -0.34594473 MI_loss: 20.780428 Detection error: 0.01035839319229126 time: 4:18:37.954581
- B/E: 32 / 115 , Gen_loss: -0.34754494 MI_loss: 21.105595 Detection error: 0.010373115539550781 time: 4:18:38.705268
- B/E: 33 / 115 , Gen_loss: -0.35143983 MI_loss: 21.399666 Detection error: 0.010333657264709473 time: 4:18:39.457740
- B/E: 34 / 115 , Gen_loss: -0.34855926 MI_loss: 21.328724 Detection error: 0.010348200798034668 time: 4:18:40.209189
- B/E: 35 / 115 , Gen_loss: -0.3562882 MI_loss: 21.62555 Detection error: 0.010332465171813965 time: 4:18:40.988430
- B/E: 36 / 115 , Gen_loss: -0.365729 MI_loss: 22.261574 Detection error: 0.010327696800231934 time: 4:18:41.760329
- B/E: 37 / 115 , Gen_loss: -0.36004424 MI_loss: 21.741655 Detection error: 0.01032400131225586 time: 4:18:42.511730
- B/E: 38 / 115 , Gen_loss: -0.35151017 MI_loss: 21.339527 Detection error: 0.010327696800231934 time: 4:18:43.265677
- B/E: 39 / 115 , Gen_loss: -0.3542018 MI_loss: 21.31963 Detection error: 0.010320305824279785 time: 4:18:44.060579
- B/E: 40 / 115 , Gen_loss: -0.35425368 MI_loss: 21.51338 Detection error: 0.010312497615814209 time: 4:18:44.825559
- B/E: 41 / 115 , Gen_loss: -0.3578493 MI_loss: 21.666206 Detection error: 0.010312497615814209 time: 4:18:45.674620
- B/E: 42 / 115 , Gen_loss: -0.35368198 MI_loss: 21.412485 Detection error: 0.010297238826751709 time: 4:18:46.428864
- B/E: 43 / 115 , Gen_loss: -0.35407504 MI_loss: 21.397625 Detection error: 0.010295450687408447 time: 4:18:47.179130
- B/E: 44 / 115 , Gen_loss: -0.34857854 MI_loss: 21.278204 Detection error: 0.010314583778381348 time: 4:18:47.937963
- B/E: 45 / 115 , Gen_loss: -0.34879094 MI_loss: 21.136635 Detection error: 0.010320663452148438 time: 4:18:48.692582
- B/E: 46 / 115 , Gen_loss: -0.3520945 MI_loss: 21.43895 Detection error: 0.010325789451599121 time: 4:18:49.445855
- B/E: 47 / 115 , Gen_loss: -0.34947446 MI_loss: 21.101177 Detection error: 0.010324239730834961 time: 4:18:50.209126
- B/E: 48 / 115 , Gen_loss: -0.35400847 MI_loss: 21.40239 Detection error: 0.01033097505569458 time: 4:18:50.962213
- B/E: 49 / 115 , Gen_loss: -0.3492118 MI_loss: 21.24191 Detection error: 0.010329365730285645 time: 4:18:51.718211
- B/E: 50 / 115 , Gen_loss: -0.3555725 MI_loss: 21.615715 Detection error: 0.010346829891204834 time: 4:18:52.484107
- B/E: 51 / 115 , Gen_loss: -0.36632055 MI_loss: 22.251291 Detection error: 0.010343730449676514 time: 4:18:53.237003
- B/E: 52 / 115 , Gen_loss: -0.36442354 MI_loss: 22.02945 Detection error: 0.010337293148040771 time: 4:18:53.989136
- B/E: 53 / 115 , Gen_loss: -0.35766247 MI_loss: 21.640032 Detection error: 0.010347247123718262 time: 4:18:54.833310
- B/E: 54 / 115 , Gen_loss: -0.36686718 MI_loss: 22.279503 Detection error: 0.01034998893737793 time: 4:18:55.695313
- B/E: 55 / 115 , Gen_loss: -0.35778216 MI_loss: 21.62819 Detection error: 0.010333716869354248 time: 4:18:56.486382
- B/E: 56 / 115 , Gen_loss: -0.35693645 MI_loss: 21.577301 Detection error: 0.010319650173187256 time: 4:18:57.238516
- B/E: 57 / 115 , Gen_loss: -0.35179335 MI_loss: 21.268444 Detection error: 0.010310888290405273 time: 4:18:58.147963
- B/E: 58 / 115 , Gen_loss: -0.35445076 MI_loss: 21.396757 Detection error: 0.01029503345489502 time: 4:18:59.007770
- B/E: 59 / 115 , Gen_loss: -0.35294282 MI_loss: 21.596369 Detection error: 0.010325491428375244 time: 4:18:59.866233
- B/E: 60 / 115 , Gen_loss: -0.36285654 MI_loss: 21.922243 Detection error: 0.01031351089477539 time: 4:19:00.728228
- B/E: 61 / 115 , Gen_loss: -0.35251796 MI_loss: 21.402302 Detection error: 0.010311484336853027 time: 4:19:01.593010
- B/E: 62 / 115 , Gen_loss: -0.3536 MI_loss: 21.35502 Detection error: 0.010320961475372314 time: 4:19:02.440202
- B/E: 63 / 115 , Gen_loss: -0.36125636 MI_loss: 21.900396 Detection error: 0.010319352149963379 time: 4:19:03.190106
- B/E: 64 / 115 , Gen_loss: -0.3521338 MI_loss: 21.335144 Detection error: 0.010313451290130615 time: 4:19:04.055404
- B/E: 65 / 115 , Gen_loss: -0.35928085 MI_loss: 21.78449 Detection error: 0.010311543941497803 time: 4:19:04.925760
- B/E: 66 / 115 , Gen_loss: -0.3652321 MI_loss: 22.06568 Detection error: 0.010300815105438232 time: 4:19:05.794400
- B/E: 67 / 115 , Gen_loss: -0.35692078 MI_loss: 21.604675 Detection error: 0.010295510292053223 time: 4:19:06.656432
- B/E: 68 / 115 , Gen_loss: -0.3638788 MI_loss: 22.15866 Detection error: 0.010293960571289062 time: 4:19:07.515276
- B/E: 69 / 115 , Gen_loss: -0.3599534 MI_loss: 21.812674 Detection error: 0.010301351547241211 time: 4:19:08.385659
- B/E: 70 / 115 , Gen_loss: -0.3638382 MI_loss: 21.920984 Detection error: 0.01028519868850708 time: 4:19:09.253715
- B/E: 71 / 115 , Gen_loss: -0.354356 MI_loss: 21.55321 Detection error: 0.01029515266418457 time: 4:19:10.116237
- B/E: 72 / 115 , Gen_loss: -0.35264298 MI_loss: 21.399931 Detection error: 0.010292351245880127 time: 4:19:10.976646
- B/E: 73 / 115 , Gen_loss: -0.35529837 MI_loss: 21.579714 Detection error: 0.010287165641784668 time: 4:19:11.928431
- B/E: 74 / 115 , Gen_loss: -0.35447356 MI_loss: 21.664059 Detection error: 0.01028752326965332 time: 4:19:12.787535
- B/E: 75 / 115 , Gen_loss: -0.35228473 MI_loss: 21.48381 Detection error: 0.01028454303741455 time: 4:19:13.647097
- B/E: 76 / 115 , Gen_loss: -0.34545308 MI_loss: 20.890251 Detection error: 0.010284483432769775 time: 4:19:14.511628
- B/E: 77 / 115 , Gen_loss: -0.34938025 MI_loss: 21.190727 Detection error: 0.010282456874847412 time: 4:19:15.382948
- B/E: 78 / 115 , Gen_loss: -0.35295346 MI_loss: 21.26202 Detection error: 0.010277271270751953 time: 4:19:16.241898
- B/E: 79 / 115 , Gen_loss: -0.3538652 MI_loss: 21.44665 Detection error: 0.010298073291778564 time: 4:19:17.100809
- B/E: 80 / 115 , Gen_loss: -0.34902722 MI_loss: 21.318697 Detection error: 0.010307073593139648 time: 4:19:17.989531
- B/E: 81 / 115 , Gen_loss: -0.35836205 MI_loss: 21.731142 Detection error: 0.010294198989868164 time: 4:19:18.854029
- B/E: 82 / 115 , Gen_loss: -0.35347873 MI_loss: 21.361036 Detection error: 0.010295569896697998 time: 4:19:19.714362
- B/E: 83 / 115 , Gen_loss: -0.3613931 MI_loss: 21.962206 Detection error: 0.010295748710632324 time: 4:19:20.572792
- B/E: 84 / 115 , Gen_loss: -0.3503534 MI_loss: 21.252419 Detection error: 0.010290086269378662 time: 4:19:21.444498
- B/E: 85 / 115 , Gen_loss: -0.3541604 MI_loss: 21.478456 Detection error: 0.010275065898895264 time: 4:19:22.329972
- B/E: 86 / 115 , Gen_loss: -0.35921183 MI_loss: 21.708523 Detection error: 0.010274767875671387 time: 4:19:23.193003
- B/E: 87 / 115 , Gen_loss: -0.34690097 MI_loss: 20.887983 Detection error: 0.010260999202728271 time: 4:19:24.073296
- B/E: 88 / 115 , Gen_loss: -0.36624017 MI_loss: 22.297628 Detection error: 0.010249972343444824 time: 4:19:24.940742
- B/E: 89 / 115 , Gen_loss: -0.35127336 MI_loss: 21.432594 Detection error: 0.010259032249450684 time: 4:19:25.924242
- B/E: 90 / 115 , Gen_loss: -0.34525898 MI_loss: 20.935032 Detection error: 0.010255813598632812 time: 4:19:26.759971
- B/E: 91 / 115 , Gen_loss: -0.3624735 MI_loss: 21.989002 Detection error: 0.010261237621307373 time: 4:19:27.620109
- B/E: 92 / 115 , Gen_loss: -0.35059458 MI_loss: 21.00202 Detection error: 0.010247647762298584 time: 4:19:28.456996
- B/E: 93 / 115 , Gen_loss: -0.34934717 MI_loss: 21.255178 Detection error: 0.010249972343444824 time: 4:19:29.313779
- B/E: 94 / 115 , Gen_loss: -0.35926425 MI_loss: 21.89986 Detection error: 0.010264813899993896 time: 4:19:30.158307
- B/E: 95 / 115 , Gen_loss: -0.35596254 MI_loss: 21.521202 Detection error: 0.010266900062561035 time: 4:19:31.039851
- B/E: 96 / 115 , Gen_loss: -0.35826957 MI_loss: 21.65681 Detection error: 0.010269343852996826 time: 4:19:31.905925
- B/E: 97 / 115 , Gen_loss: -0.35629758 MI_loss: 21.407377 Detection error: 0.010259270668029785 time: 4:19:32.766837
- B/E: 98 / 115 , Gen_loss: -0.3533037 MI_loss: 21.21975 Detection error: 0.010246872901916504 time: 4:19:33.627599
- B/E: 99 / 115 , Gen_loss: -0.35583392 MI_loss: 21.67569 Detection error: 0.01024562120437622 time: 4:19:34.489074
- B/E: 100 / 115 , Gen_loss: -0.35584816 MI_loss: 21.602718 Detection error: 0.010254323482513428 time: 4:19:35.351521
- B/E: 101 / 115 , Gen_loss: -0.34444818 MI_loss: 20.86564 Detection error: 0.010258913040161133 time: 4:19:36.197093
- B/E: 102 / 115 , Gen_loss: -0.35289755 MI_loss: 21.53104 Detection error: 0.010260939598083496 time: 4:19:37.043575
- B/E: 103 / 115 , Gen_loss: -0.35512337 MI_loss: 21.648903 Detection error: 0.010259628295898438 time: 4:19:37.906708
- B/E: 104 / 115 , Gen_loss: -0.3621706 MI_loss: 21.956907 Detection error: 0.010258018970489502 time: 4:19:38.767803
- B/E: 105 / 115 , Gen_loss: -0.3545554 MI_loss: 21.524263 Detection error: 0.010255277156829834 time: 4:19:39.718874
- B/E: 106 / 115 , Gen_loss: -0.35412985 MI_loss: 21.44234 Detection error: 0.010257601737976074 time: 4:19:40.577078
- B/E: 107 / 115 , Gen_loss: -0.35665768 MI_loss: 21.63926 Detection error: 0.010262727737426758 time: 4:19:41.438292
- B/E: 108 / 115 , Gen_loss: -0.3545926 MI_loss: 21.552086 Detection error: 0.010265767574310303 time: 4:19:42.297358
- B/E: 109 / 115 , Gen_loss: -0.34757644 MI_loss: 21.069435 Detection error: 0.010260522365570068 time: 4:19:43.169613
- B/E: 110 / 115 , Gen_loss: -0.35204187 MI_loss: 21.179592 Detection error: 0.010251998901367188 time: 4:19:44.028850
- B/E: 111 / 115 , Gen_loss: -0.35805017 MI_loss: 21.71712 Detection error: 0.010248899459838867 time: 4:19:44.895687
- B/E: 112 / 115 , Gen_loss: -0.3546714 MI_loss: 21.482824 Detection error: 0.010243892669677734 time: 4:19:45.757248
- B/E: 113 / 115 , Gen_loss: -0.3574677 MI_loss: 21.764906 Detection error: 0.010253310203552246 time: 4:19:46.583956
- B/E: 114 / 115 , Gen_loss: -0.34956184 MI_loss: 21.250807 Detection error: 0.010255157947540283 time: 4:19:47.336404
- B/E: 115 / 115 , Gen_loss: -0.35871744 MI_loss: 21.706345 Detection error: 0.010251104831695557 time: 4:19:48.219597
- B/E: 116 / 115 , Gen_loss: -0.35235757 MI_loss: 21.4517 Detection error: 0.01024705171585083 time: 4:19:49.075869
- B/E: 117 / 115 , Gen_loss: -0.3430026 MI_loss: 20.76027 Detection error: 0.010248959064483643 time: 4:19:49.932167
- B/E: 118 / 115 , Gen_loss: -0.34510595 MI_loss: 20.856398 Detection error: 0.010244488716125488 time: 4:19:50.794713
- B/E: 119 / 115 , Gen_loss: -0.35920483 MI_loss: 21.755285 Detection error: 0.010243773460388184 time: 4:19:51.685786
- B/E: 120 / 115 , Gen_loss: -0.3458914 MI_loss: 20.931189 Detection error: 0.010239899158477783 time: 4:19:52.546115
- B/E: 121 / 115 , Gen_loss: -0.35060638 MI_loss: 21.360363 Detection error: 0.010249495506286621 time: 4:19:53.486943
- B/E: 122 / 115 , Gen_loss: -0.36425436 MI_loss: 21.983606 Detection error: 0.010242640972137451 time: 4:19:54.376204
- B/E: 123 / 115 , Gen_loss: -0.35256517 MI_loss: 21.181053 Detection error: 0.010236620903015137 time: 4:19:55.236444
- B/E: 124 / 115 , Gen_loss: -0.3523089 MI_loss: 21.38637 Detection error: 0.01023775339126587 time: 4:19:56.099741
- B/E: 125 / 115 , Gen_loss: -0.3658456 MI_loss: 22.098686 Detection error: 0.010237336158752441 time: 4:19:56.961737
- B/E: 126 / 115 , Gen_loss: -0.35903072 MI_loss: 21.924068 Detection error: 0.010242104530334473 time: 4:19:57.823848
- B/E: 127 / 115 , Gen_loss: -0.3486976 MI_loss: 21.190783 Detection error: 0.010241448879241943 time: 4:19:58.620800
- B/E: 128 / 115 , Gen_loss: -0.36001667 MI_loss: 21.811283 Detection error: 0.010247111320495605 time: 4:19:59.480748
- B/E: 129 / 115 , Gen_loss: -0.35736123 MI_loss: 21.677174 Detection error: 0.010256707668304443 time: 4:20:00.337177
- B/E: 130 / 115 , Gen_loss: -0.3616645 MI_loss: 21.920475 Detection error: 0.010266721248626709 time: 4:20:01.199300
- B/E: 131 / 115 , Gen_loss: -0.35671985 MI_loss: 21.545712 Detection error: 0.01026374101638794 time: 4:20:02.056589
- B/E: 132 / 115 , Gen_loss: -0.35291564 MI_loss: 21.346031 Detection error: 0.010265052318572998 time: 4:20:02.915326
- B/E: 133 / 115 , Gen_loss: -0.3493753 MI_loss: 21.162468 Detection error: 0.010268628597259521 time: 4:20:03.774249
- B/E: 134 / 115 , Gen_loss: -0.34630573 MI_loss: 21.082996 Detection error: 0.010274052619934082 time: 4:20:04.634465
- B/E: 135 / 115 , Gen_loss: -0.35166216 MI_loss: 21.340845 Detection error: 0.010277807712554932 time: 4:20:05.493985
- B/E: 136 / 115 , Gen_loss: -0.3610772 MI_loss: 21.792725 Detection error: 0.010279178619384766 time: 4:20:06.354158
- B/E: 137 / 115 , Gen_loss: -0.34951603 MI_loss: 21.101475 Detection error: 0.010281920433044434 time: 4:20:07.312594
- B/E: 138 / 115 , Gen_loss: -0.3560021 MI_loss: 21.569218 Detection error: 0.010284841060638428 time: 4:20:08.110415
- B/E: 139 / 115 , Gen_loss: -0.3602328 MI_loss: 21.808968 Detection error: 0.010287046432495117 time: 4:20:08.922139
- B/E: 140 / 115 , Gen_loss: -0.36291736 MI_loss: 22.026644 Detection error: 0.010289669036865234 time: 4:20:09.781734
- B/E: 141 / 115 , Gen_loss: -0.35964665 MI_loss: 21.761389 Detection error: 0.01028585433959961 time: 4:20:10.638916
- B/E: 142 / 115 , Gen_loss: -0.3704625 MI_loss: 22.419357 Detection error: 0.010280787944793701 time: 4:20:11.502304
- B/E: 143 / 115 , Gen_loss: -0.36508262 MI_loss: 22.141518 Detection error: 0.010279059410095215 time: 4:20:12.370971
- B/E: 144 / 115 , Gen_loss: -0.35037807 MI_loss: 21.269909 Detection error: 0.010287702083587646 time: 4:20:13.229637
- B/E: 145 / 115 , Gen_loss: -0.3528716 MI_loss: 21.449345 Detection error: 0.010298609733581543 time: 4:20:14.006755
- B/E: 146 / 115 , Gen_loss: -0.36180997 MI_loss: 21.801006 Detection error: 0.01029270887374878 time: 4:20:14.762220
- B/E: 147 / 115 , Gen_loss: -0.36343497 MI_loss: 22.16101 Detection error: 0.010302126407623291 time: 4:20:15.600983
- B/E: 148 / 115 , Gen_loss: -0.3655368 MI_loss: 22.096735 Detection error: 0.010301411151885986 time: 4:20:16.459134
- B/E: 149 / 115 , Gen_loss: -0.3579297 MI_loss: 21.818304 Detection error: 0.01030731201171875 time: 4:20:17.315206
-
- Test Loss: 10.48046 Test Error: 0.010933339595794678
- -----
- EPOCH: 116
- B/E: 0 / 116 , Gen_loss: -0.3546006 MI_loss: 21.409952 Detection error: 0.010812520980834961 time: 4:20:19.293762
- B/E: 1 / 116 , Gen_loss: -0.33652365 MI_loss: 20.40438 Detection error: 0.011046886444091797 time: 4:20:33.829368
- B/E: 2 / 116 , Gen_loss: -0.35076734 MI_loss: 21.143057 Detection error: 0.010625004768371582 time: 4:20:34.761372
- B/E: 3 / 116 , Gen_loss: -0.36381093 MI_loss: 22.119896 Detection error: 0.010453104972839355 time: 4:20:35.522895
- B/E: 4 / 116 , Gen_loss: -0.35788676 MI_loss: 21.629946 Detection error: 0.010381221771240234 time: 4:20:36.276701
- B/E: 5 / 116 , Gen_loss: -0.3566507 MI_loss: 21.700071 Detection error: 0.010385394096374512 time: 4:20:37.032929
- B/E: 6 / 116 , Gen_loss: -0.34957072 MI_loss: 21.288736 Detection error: 0.010433018207550049 time: 4:20:37.786154
- B/E: 7 / 116 , Gen_loss: -0.3504278 MI_loss: 21.217827 Detection error: 0.01048046350479126 time: 4:20:38.541186
- B/E: 8 / 116 , Gen_loss: -0.3507501 MI_loss: 21.284855 Detection error: 0.010399281978607178 time: 4:20:39.344788
- B/E: 9 / 116 , Gen_loss: -0.35743368 MI_loss: 21.690483 Detection error: 0.010365605354309082 time: 4:20:40.096672
- B/E: 10 / 116 , Gen_loss: -0.3700178 MI_loss: 22.3334 Detection error: 0.010366499423980713 time: 4:20:40.849826
- B/E: 11 / 116 , Gen_loss: -0.3604078 MI_loss: 21.900845 Detection error: 0.01042187213897705 time: 4:20:41.599831
- B/E: 12 / 116 , Gen_loss: -0.3556572 MI_loss: 21.615671 Detection error: 0.010473549365997314 time: 4:20:42.353573
- B/E: 13 / 116 , Gen_loss: -0.34904626 MI_loss: 21.14463 Detection error: 0.010462045669555664 time: 4:20:43.103267
- B/E: 14 / 116 , Gen_loss: -0.36460128 MI_loss: 22.23303 Detection error: 0.010450005531311035 time: 4:20:43.860636
- B/E: 15 / 116 , Gen_loss: -0.3509773 MI_loss: 21.22159 Detection error: 0.010416030883789062 time: 4:20:44.614012
- B/E: 16 / 116 , Gen_loss: -0.3557193 MI_loss: 21.662708 Detection error: 0.010376811027526855 time: 4:20:45.365673
- B/E: 17 / 116 , Gen_loss: -0.35127884 MI_loss: 21.338047 Detection error: 0.010395824909210205 time: 4:20:46.119339
- B/E: 18 / 116 , Gen_loss: -0.34708682 MI_loss: 21.039633 Detection error: 0.010322391986846924 time: 4:20:46.974374
- B/E: 19 / 116 , Gen_loss: -0.3529552 MI_loss: 21.450054 Detection error: 0.010312497615814209 time: 4:20:47.804013
- B/E: 20 / 116 , Gen_loss: -0.34998474 MI_loss: 21.141104 Detection error: 0.010331869125366211 time: 4:20:48.663427
- B/E: 21 / 116 , Gen_loss: -0.3547197 MI_loss: 21.64094 Detection error: 0.010326683521270752 time: 4:20:49.521524
- B/E: 22 / 116 , Gen_loss: -0.35768673 MI_loss: 21.436117 Detection error: 0.010311126708984375 time: 4:20:50.381991
- B/E: 23 / 116 , Gen_loss: -0.35832632 MI_loss: 21.550406 Detection error: 0.010318994522094727 time: 4:20:51.241727
- B/E: 24 / 116 , Gen_loss: -0.35500148 MI_loss: 21.480246 Detection error: 0.010320007801055908 time: 4:20:52.105700
- B/E: 25 / 116 , Gen_loss: -0.35089937 MI_loss: 21.086683 Detection error: 0.010311305522918701 time: 4:20:52.965211
- B/E: 26 / 116 , Gen_loss: -0.35475293 MI_loss: 21.68623 Detection error: 0.010372698307037354 time: 4:20:53.830655
- B/E: 27 / 116 , Gen_loss: -0.35242888 MI_loss: 21.412922 Detection error: 0.01037609577178955 time: 4:20:54.691126
- B/E: 28 / 116 , Gen_loss: -0.36759025 MI_loss: 22.175568 Detection error: 0.010364234447479248 time: 4:20:55.551065
- B/E: 29 / 116 , Gen_loss: -0.3519154 MI_loss: 21.396353 Detection error: 0.010394811630249023 time: 4:20:56.413565
- B/E: 30 / 116 , Gen_loss: -0.3530341 MI_loss: 21.258324 Detection error: 0.010375022888183594 time: 4:20:57.280062
- B/E: 31 / 116 , Gen_loss: -0.34466615 MI_loss: 20.793034 Detection error: 0.010338842868804932 time: 4:20:58.229239
- B/E: 32 / 116 , Gen_loss: -0.34208405 MI_loss: 20.756836 Detection error: 0.01035982370376587 time: 4:20:59.090519
- B/E: 33 / 116 , Gen_loss: -0.34881985 MI_loss: 20.968948 Detection error: 0.010325372219085693 time: 4:20:59.954028
- B/E: 34 / 116 , Gen_loss: -0.35056636 MI_loss: 21.262835 Detection error: 0.010316967964172363 time: 4:21:00.823718
- B/E: 35 / 116 , Gen_loss: -0.35881966 MI_loss: 21.823982 Detection error: 0.010315120220184326 time: 4:21:01.682776
- B/E: 36 / 116 , Gen_loss: -0.35993448 MI_loss: 21.815018 Detection error: 0.010309100151062012 time: 4:21:02.545484
- B/E: 37 / 116 , Gen_loss: -0.36108685 MI_loss: 21.822126 Detection error: 0.010295212268829346 time: 4:21:03.362128
- B/E: 38 / 116 , Gen_loss: -0.344901 MI_loss: 20.998028 Detection error: 0.010325312614440918 time: 4:21:04.218437
- B/E: 39 / 116 , Gen_loss: -0.36016348 MI_loss: 21.739805 Detection error: 0.01031482219696045 time: 4:21:05.084935
- B/E: 40 / 116 , Gen_loss: -0.3541239 MI_loss: 21.493141 Detection error: 0.01029878854751587 time: 4:21:05.960874
- B/E: 41 / 116 , Gen_loss: -0.35706478 MI_loss: 21.70289 Detection error: 0.010305047035217285 time: 4:21:06.841380
- B/E: 42 / 116 , Gen_loss: -0.35754654 MI_loss: 21.638134 Detection error: 0.010284900665283203 time: 4:21:07.706067
- B/E: 43 / 116 , Gen_loss: -0.36884165 MI_loss: 22.342684 Detection error: 0.010281264781951904 time: 4:21:08.488392
- B/E: 44 / 116 , Gen_loss: -0.3508116 MI_loss: 21.277119 Detection error: 0.010297238826751709 time: 4:21:09.244426
- B/E: 45 / 116 , Gen_loss: -0.34545445 MI_loss: 20.926083 Detection error: 0.010305047035217285 time: 4:21:09.992947
- B/E: 46 / 116 , Gen_loss: -0.35127708 MI_loss: 21.270613 Detection error: 0.01030653715133667 time: 4:21:10.750190
- B/E: 47 / 116 , Gen_loss: -0.35461593 MI_loss: 21.316126 Detection error: 0.010297536849975586 time: 4:21:11.536363
- B/E: 48 / 116 , Gen_loss: -0.34985822 MI_loss: 21.206198 Detection error: 0.010306119918823242 time: 4:21:12.492799
- B/E: 49 / 116 , Gen_loss: -0.35556749 MI_loss: 21.613144 Detection error: 0.010320603847503662 time: 4:21:13.358632
- B/E: 50 / 116 , Gen_loss: -0.35701865 MI_loss: 21.681782 Detection error: 0.01033085584640503 time: 4:21:14.213445
- B/E: 51 / 116 , Gen_loss: -0.3633025 MI_loss: 22.056282 Detection error: 0.0103226900100708 time: 4:21:14.989717
- B/E: 52 / 116 , Gen_loss: -0.36544845 MI_loss: 22.142561 Detection error: 0.01032489538192749 time: 4:21:15.814199
- B/E: 53 / 116 , Gen_loss: -0.36221537 MI_loss: 21.96118 Detection error: 0.0103379487991333 time: 4:21:16.671540
- B/E: 54 / 116 , Gen_loss: -0.3510636 MI_loss: 21.371689 Detection error: 0.010338664054870605 time: 4:21:17.533794
- B/E: 55 / 116 , Gen_loss: -0.36034185 MI_loss: 21.765694 Detection error: 0.010317504405975342 time: 4:21:18.393789
- B/E: 56 / 116 , Gen_loss: -0.36094794 MI_loss: 21.898556 Detection error: 0.01029825210571289 time: 4:21:19.265114
- B/E: 57 / 116 , Gen_loss: -0.362747 MI_loss: 21.986153 Detection error: 0.010295271873474121 time: 4:21:20.125768
- B/E: 58 / 116 , Gen_loss: -0.35005468 MI_loss: 21.18433 Detection error: 0.010280728340148926 time: 4:21:20.997662
- B/E: 59 / 116 , Gen_loss: -0.36209628 MI_loss: 21.763538 Detection error: 0.0102921724319458 time: 4:21:21.785131
- B/E: 60 / 116 , Gen_loss: -0.35951936 MI_loss: 21.926071 Detection error: 0.010294556617736816 time: 4:21:22.536485
- B/E: 61 / 116 , Gen_loss: -0.347606 MI_loss: 21.14616 Detection error: 0.010299384593963623 time: 4:21:23.383571
- B/E: 62 / 116 , Gen_loss: -0.36832848 MI_loss: 22.42816 Detection error: 0.01030111312866211 time: 4:21:24.251122
- B/E: 63 / 116 , Gen_loss: -0.35681656 MI_loss: 21.58988 Detection error: 0.010294914245605469 time: 4:21:25.193842
- B/E: 64 / 116 , Gen_loss: -0.35479018 MI_loss: 21.460196 Detection error: 0.01028752326965332 time: 4:21:26.054539
- B/E: 65 / 116 , Gen_loss: -0.36108994 MI_loss: 21.914843 Detection error: 0.010290741920471191 time: 4:21:26.914364
- B/E: 66 / 116 , Gen_loss: -0.35738704 MI_loss: 21.609228 Detection error: 0.010291039943695068 time: 4:21:27.776166
- B/E: 67 / 116 , Gen_loss: -0.3571485 MI_loss: 21.577051 Detection error: 0.010272502899169922 time: 4:21:28.634273
- B/E: 68 / 116 , Gen_loss: -0.3560454 MI_loss: 21.717821 Detection error: 0.010274887084960938 time: 4:21:29.494212
- B/E: 69 / 116 , Gen_loss: -0.3504345 MI_loss: 21.249987 Detection error: 0.010284841060638428 time: 4:21:30.354935
- B/E: 70 / 116 , Gen_loss: -0.3491966 MI_loss: 21.109032 Detection error: 0.010274231433868408 time: 4:21:31.213406
- B/E: 71 / 116 , Gen_loss: -0.35580927 MI_loss: 21.558752 Detection error: 0.0102769136428833 time: 4:21:32.081211
- B/E: 72 / 116 , Gen_loss: -0.3621325 MI_loss: 21.983694 Detection error: 0.01026839017868042 time: 4:21:32.878330
- B/E: 73 / 116 , Gen_loss: -0.36588475 MI_loss: 22.224712 Detection error: 0.010268151760101318 time: 4:21:33.635438
- B/E: 74 / 116 , Gen_loss: -0.36041945 MI_loss: 21.897667 Detection error: 0.010262906551361084 time: 4:21:34.388267
- B/E: 75 / 116 , Gen_loss: -0.3598166 MI_loss: 21.909601 Detection error: 0.01026231050491333 time: 4:21:35.154239
- B/E: 76 / 116 , Gen_loss: -0.3588886 MI_loss: 21.776646 Detection error: 0.010264217853546143 time: 4:21:35.906068
- B/E: 77 / 116 , Gen_loss: -0.35313073 MI_loss: 21.347328 Detection error: 0.010260820388793945 time: 4:21:36.657272
- B/E: 78 / 116 , Gen_loss: -0.34763682 MI_loss: 20.952614 Detection error: 0.010259091854095459 time: 4:21:37.418002
- B/E: 79 / 116 , Gen_loss: -0.3581808 MI_loss: 21.68897 Detection error: 0.010271072387695312 time: 4:21:38.258585
- B/E: 80 / 116 , Gen_loss: -0.35566044 MI_loss: 21.600548 Detection error: 0.010283946990966797 time: 4:21:39.028844
- B/E: 81 / 116 , Gen_loss: -0.35506856 MI_loss: 21.572794 Detection error: 0.01027822494506836 time: 4:21:39.800772
- B/E: 82 / 116 , Gen_loss: -0.3624559 MI_loss: 21.947447 Detection error: 0.01027369499206543 time: 4:21:40.577122
- B/E: 83 / 116 , Gen_loss: -0.3522988 MI_loss: 21.319674 Detection error: 0.010271966457366943 time: 4:21:41.331456
- B/E: 84 / 116 , Gen_loss: -0.3532601 MI_loss: 21.502312 Detection error: 0.010269880294799805 time: 4:21:42.175046
- B/E: 85 / 116 , Gen_loss: -0.3505682 MI_loss: 21.121561 Detection error: 0.010252177715301514 time: 4:21:43.032070
- B/E: 86 / 116 , Gen_loss: -0.34545156 MI_loss: 20.998487 Detection error: 0.010256826877593994 time: 4:21:43.911050
- B/E: 87 / 116 , Gen_loss: -0.35873348 MI_loss: 21.62787 Detection error: 0.010239005088806152 time: 4:21:44.768932
- B/E: 88 / 116 , Gen_loss: -0.35820156 MI_loss: 21.687393 Detection error: 0.010228574275970459 time: 4:21:45.629010
- B/E: 89 / 116 , Gen_loss: -0.35603696 MI_loss: 21.640604 Detection error: 0.010240614414215088 time: 4:21:46.449087
- B/E: 90 / 116 , Gen_loss: -0.35629112 MI_loss: 21.614674 Detection error: 0.010236263275146484 time: 4:21:47.218868
- B/E: 91 / 116 , Gen_loss: -0.3482919 MI_loss: 20.987484 Detection error: 0.01024317741394043 time: 4:21:47.974206
- B/E: 92 / 116 , Gen_loss: -0.34592482 MI_loss: 20.873285 Detection error: 0.010232210159301758 time: 4:21:48.727490
- B/E: 93 / 116 , Gen_loss: -0.35283083 MI_loss: 21.33847 Detection error: 0.010230720043182373 time: 4:21:49.478002
- B/E: 94 / 116 , Gen_loss: -0.35740992 MI_loss: 21.724615 Detection error: 0.010245084762573242 time: 4:21:50.342321
- B/E: 95 / 116 , Gen_loss: -0.35759944 MI_loss: 21.644207 Detection error: 0.010249674320220947 time: 4:21:51.270596
- B/E: 96 / 116 , Gen_loss: -0.34979716 MI_loss: 21.226189 Detection error: 0.010248064994812012 time: 4:21:52.099901
- B/E: 97 / 116 , Gen_loss: -0.36047587 MI_loss: 21.698557 Detection error: 0.010236263275146484 time: 4:21:52.956590
- B/E: 98 / 116 , Gen_loss: -0.3607957 MI_loss: 21.882467 Detection error: 0.010219395160675049 time: 4:21:53.812390
- B/E: 99 / 116 , Gen_loss: -0.35753638 MI_loss: 21.741716 Detection error: 0.010228455066680908 time: 4:21:54.674369
- B/E: 100 / 116 , Gen_loss: -0.35795254 MI_loss: 21.73623 Detection error: 0.010231733322143555 time: 4:21:55.531927
- B/E: 101 / 116 , Gen_loss: -0.3441431 MI_loss: 20.861168 Detection error: 0.0102386474609375 time: 4:21:56.391409
- B/E: 102 / 116 , Gen_loss: -0.34628156 MI_loss: 21.057566 Detection error: 0.010242104530334473 time: 4:21:57.250880
- B/E: 103 / 116 , Gen_loss: -0.35435364 MI_loss: 21.45583 Detection error: 0.01024007797241211 time: 4:21:58.114719
- B/E: 104 / 116 , Gen_loss: -0.3565401 MI_loss: 21.547758 Detection error: 0.010238409042358398 time: 4:21:58.973925
- B/E: 105 / 116 , Gen_loss: -0.3622846 MI_loss: 22.018509 Detection error: 0.01023554801940918 time: 4:21:59.833305
- B/E: 106 / 116 , Gen_loss: -0.36049387 MI_loss: 21.943724 Detection error: 0.010235965251922607 time: 4:22:00.699443
- B/E: 107 / 116 , Gen_loss: -0.35452172 MI_loss: 21.603127 Detection error: 0.010243356227874756 time: 4:22:01.559323
- B/E: 108 / 116 , Gen_loss: -0.35678202 MI_loss: 21.672844 Detection error: 0.010246574878692627 time: 4:22:02.421588
- B/E: 109 / 116 , Gen_loss: -0.34306934 MI_loss: 20.767292 Detection error: 0.010242044925689697 time: 4:22:03.282282
- B/E: 110 / 116 , Gen_loss: -0.354648 MI_loss: 21.38341 Detection error: 0.010232269763946533 time: 4:22:04.148189
- B/E: 111 / 116 , Gen_loss: -0.3592705 MI_loss: 21.673872 Detection error: 0.010228216648101807 time: 4:22:05.098966
- B/E: 112 / 116 , Gen_loss: -0.36491075 MI_loss: 22.04769 Detection error: 0.010229527950286865 time: 4:22:05.964307
- B/E: 113 / 116 , Gen_loss: -0.35950994 MI_loss: 21.862288 Detection error: 0.010234355926513672 time: 4:22:06.828369
- B/E: 114 / 116 , Gen_loss: -0.34863397 MI_loss: 21.193054 Detection error: 0.010236144065856934 time: 4:22:07.693856
- B/E: 115 / 116 , Gen_loss: -0.35800788 MI_loss: 21.529926 Detection error: 0.010230064392089844 time: 4:22:08.557260
- B/E: 116 / 116 , Gen_loss: -0.3652261 MI_loss: 22.184092 Detection error: 0.010229945182800293 time: 4:22:09.401773
- B/E: 117 / 116 , Gen_loss: -0.3530264 MI_loss: 21.455444 Detection error: 0.010235428810119629 time: 4:22:10.177291
- B/E: 118 / 116 , Gen_loss: -0.35126495 MI_loss: 21.29505 Detection error: 0.01022559404373169 time: 4:22:10.935088
- B/E: 119 / 116 , Gen_loss: -0.35729298 MI_loss: 21.670633 Detection error: 0.010224997997283936 time: 4:22:11.689767
- B/E: 120 / 116 , Gen_loss: -0.36098447 MI_loss: 21.89849 Detection error: 0.01022183895111084 time: 4:22:12.441769
- B/E: 121 / 116 , Gen_loss: -0.35899037 MI_loss: 21.822136 Detection error: 0.010225415229797363 time: 4:22:13.296451
- B/E: 122 / 116 , Gen_loss: -0.3670804 MI_loss: 22.205988 Detection error: 0.010224342346191406 time: 4:22:14.165748
- B/E: 123 / 116 , Gen_loss: -0.36162955 MI_loss: 22.074268 Detection error: 0.010219275951385498 time: 4:22:15.025807
- B/E: 124 / 116 , Gen_loss: -0.36030772 MI_loss: 21.814968 Detection error: 0.010214745998382568 time: 4:22:15.886048
- B/E: 125 / 116 , Gen_loss: -0.35823542 MI_loss: 21.826723 Detection error: 0.010216295719146729 time: 4:22:16.744554
- B/E: 126 / 116 , Gen_loss: -0.3432701 MI_loss: 20.94491 Detection error: 0.010222434997558594 time: 4:22:17.640259
- B/E: 127 / 116 , Gen_loss: -0.3484229 MI_loss: 21.013025 Detection error: 0.010224580764770508 time: 4:22:18.583525
- B/E: 128 / 116 , Gen_loss: -0.3588929 MI_loss: 21.650377 Detection error: 0.010228216648101807 time: 4:22:19.447599
- B/E: 129 / 116 , Gen_loss: -0.3534441 MI_loss: 21.49089 Detection error: 0.010237038135528564 time: 4:22:20.250074
- B/E: 130 / 116 , Gen_loss: -0.3625937 MI_loss: 21.998386 Detection error: 0.010248541831970215 time: 4:22:21.026034
- B/E: 131 / 116 , Gen_loss: -0.36018348 MI_loss: 21.706669 Detection error: 0.010247409343719482 time: 4:22:21.868905
- B/E: 132 / 116 , Gen_loss: -0.35327008 MI_loss: 21.510462 Detection error: 0.010243654251098633 time: 4:22:22.726310
- B/E: 133 / 116 , Gen_loss: -0.35115707 MI_loss: 21.311357 Detection error: 0.010250687599182129 time: 4:22:23.585582
- B/E: 134 / 116 , Gen_loss: -0.35742107 MI_loss: 21.671059 Detection error: 0.010257422924041748 time: 4:22:24.446258
- B/E: 135 / 116 , Gen_loss: -0.3502752 MI_loss: 21.171497 Detection error: 0.010259449481964111 time: 4:22:25.304662
- B/E: 136 / 116 , Gen_loss: -0.35150844 MI_loss: 21.43456 Detection error: 0.010260522365570068 time: 4:22:26.162675
- B/E: 137 / 116 , Gen_loss: -0.34916067 MI_loss: 21.205803 Detection error: 0.01026153564453125 time: 4:22:26.958858
- B/E: 138 / 116 , Gen_loss: -0.35362348 MI_loss: 21.291395 Detection error: 0.010266661643981934 time: 4:22:27.712725
- B/E: 139 / 116 , Gen_loss: -0.36024576 MI_loss: 21.852982 Detection error: 0.010271430015563965 time: 4:22:28.484131
- B/E: 140 / 116 , Gen_loss: -0.35482037 MI_loss: 21.531023 Detection error: 0.010272800922393799 time: 4:22:29.236266
- B/E: 141 / 116 , Gen_loss: -0.35904622 MI_loss: 21.786547 Detection error: 0.010270476341247559 time: 4:22:29.987509
- B/E: 142 / 116 , Gen_loss: -0.35230336 MI_loss: 21.37542 Detection error: 0.010270953178405762 time: 4:22:30.771125
- B/E: 143 / 116 , Gen_loss: -0.35093954 MI_loss: 21.23644 Detection error: 0.010266482830047607 time: 4:22:31.620757
- B/E: 144 / 116 , Gen_loss: -0.3608863 MI_loss: 21.855227 Detection error: 0.010275661945343018 time: 4:22:32.375490
- B/E: 145 / 116 , Gen_loss: -0.35628858 MI_loss: 21.44955 Detection error: 0.010279536247253418 time: 4:22:33.126188
- B/E: 146 / 116 , Gen_loss: -0.36300394 MI_loss: 21.952198 Detection error: 0.010281264781951904 time: 4:22:33.894549
- B/E: 147 / 116 , Gen_loss: -0.35339114 MI_loss: 21.343992 Detection error: 0.010287821292877197 time: 4:22:34.733423
- B/E: 148 / 116 , Gen_loss: -0.3412813 MI_loss: 20.600822 Detection error: 0.010289430618286133 time: 4:22:35.590928
- B/E: 149 / 116 , Gen_loss: -0.36220345 MI_loss: 21.842659 Detection error: 0.010296881198883057 time: 4:22:36.449733
-
- Test Loss: 10.488098 Test Error: 0.010991692543029785
- -----
- EPOCH: 117
- B/E: 0 / 117 , Gen_loss: -0.34481353 MI_loss: 20.965279 Detection error: 0.011781275272369385 time: 4:22:38.425895
- B/E: 1 / 117 , Gen_loss: -0.34538826 MI_loss: 20.869812 Detection error: 0.011296868324279785 time: 4:22:53.143186
- B/E: 2 / 117 , Gen_loss: -0.35595 MI_loss: 21.472164 Detection error: 0.010812520980834961 time: 4:22:54.048103
- B/E: 3 / 117 , Gen_loss: -0.3624159 MI_loss: 22.018654 Detection error: 0.010601580142974854 time: 4:22:54.910881
- B/E: 4 / 117 , Gen_loss: -0.36187232 MI_loss: 22.058474 Detection error: 0.01048123836517334 time: 4:22:55.773372
- B/E: 5 / 117 , Gen_loss: -0.3500127 MI_loss: 21.274727 Detection error: 0.010484397411346436 time: 4:22:56.742438
- B/E: 6 / 117 , Gen_loss: -0.35872748 MI_loss: 21.927233 Detection error: 0.010540187358856201 time: 4:22:57.604807
- B/E: 7 / 117 , Gen_loss: -0.34750018 MI_loss: 21.109661 Detection error: 0.010535180568695068 time: 4:22:58.464933
- B/E: 8 / 117 , Gen_loss: -0.3607908 MI_loss: 21.949518 Detection error: 0.010500013828277588 time: 4:22:59.322375
- B/E: 9 / 117 , Gen_loss: -0.35620114 MI_loss: 21.61883 Detection error: 0.010415613651275635 time: 4:23:00.176331
- B/E: 10 / 117 , Gen_loss: -0.3535825 MI_loss: 21.47537 Detection error: 0.010437488555908203 time: 4:23:01.049186
- B/E: 11 / 117 , Gen_loss: -0.36093682 MI_loss: 21.747755 Detection error: 0.010468721389770508 time: 4:23:01.910316
- B/E: 12 / 117 , Gen_loss: -0.35345936 MI_loss: 21.34383 Detection error: 0.010526418685913086 time: 4:23:02.771318
- B/E: 13 / 117 , Gen_loss: -0.36611784 MI_loss: 22.122688 Detection error: 0.010504484176635742 time: 4:23:03.637842
- B/E: 14 / 117 , Gen_loss: -0.36013758 MI_loss: 21.799131 Detection error: 0.010472893714904785 time: 4:23:04.515610
- B/E: 15 / 117 , Gen_loss: -0.35584763 MI_loss: 21.540201 Detection error: 0.010455071926116943 time: 4:23:05.380151
- B/E: 16 / 117 , Gen_loss: -0.35750777 MI_loss: 21.654764 Detection error: 0.010424613952636719 time: 4:23:06.243539
- B/E: 17 / 117 , Gen_loss: -0.35217658 MI_loss: 21.28682 Detection error: 0.010399281978607178 time: 4:23:07.106483
- B/E: 18 / 117 , Gen_loss: -0.35123262 MI_loss: 21.172146 Detection error: 0.010356903076171875 time: 4:23:07.966432
- B/E: 19 / 117 , Gen_loss: -0.3576801 MI_loss: 21.872107 Detection error: 0.010337471961975098 time: 4:23:08.828185
- B/E: 20 / 117 , Gen_loss: -0.33926547 MI_loss: 20.679531 Detection error: 0.010349690914154053 time: 4:23:09.791209
- B/E: 21 / 117 , Gen_loss: -0.35256624 MI_loss: 21.552128 Detection error: 0.010367870330810547 time: 4:23:10.656784
- B/E: 22 / 117 , Gen_loss: -0.35556147 MI_loss: 21.559484 Detection error: 0.010343730449676514 time: 4:23:11.519838
- B/E: 23 / 117 , Gen_loss: -0.36351088 MI_loss: 21.860302 Detection error: 0.010342419147491455 time: 4:23:12.401016
- B/E: 24 / 117 , Gen_loss: -0.35831848 MI_loss: 21.698242 Detection error: 0.010335028171539307 time: 4:23:13.262771
- B/E: 25 / 117 , Gen_loss: -0.35736898 MI_loss: 21.771498 Detection error: 0.010338962078094482 time: 4:23:14.122159
- B/E: 26 / 117 , Gen_loss: -0.35540926 MI_loss: 21.767662 Detection error: 0.010397017002105713 time: 4:23:14.984210
- B/E: 27 / 117 , Gen_loss: -0.3520495 MI_loss: 21.478294 Detection error: 0.010399580001831055 time: 4:23:15.867527
- B/E: 28 / 117 , Gen_loss: -0.36561903 MI_loss: 22.275625 Detection error: 0.010400891304016113 time: 4:23:16.735905
- B/E: 29 / 117 , Gen_loss: -0.36359623 MI_loss: 22.05218 Detection error: 0.010411441326141357 time: 4:23:17.593322
- B/E: 30 / 117 , Gen_loss: -0.34831575 MI_loss: 21.065151 Detection error: 0.010384082794189453 time: 4:23:18.451267
- B/E: 31 / 117 , Gen_loss: -0.35212824 MI_loss: 21.325329 Detection error: 0.010366201400756836 time: 4:23:19.309342
- B/E: 32 / 117 , Gen_loss: -0.35488918 MI_loss: 21.490654 Detection error: 0.010354161262512207 time: 4:23:20.170584
- B/E: 33 / 117 , Gen_loss: -0.3523265 MI_loss: 21.279829 Detection error: 0.01033550500869751 time: 4:23:21.031435
- B/E: 34 / 117 , Gen_loss: -0.35690728 MI_loss: 21.676865 Detection error: 0.010325014591217041 time: 4:23:21.896297
- B/E: 35 / 117 , Gen_loss: -0.3617358 MI_loss: 21.930054 Detection error: 0.010312497615814209 time: 4:23:22.760721
- B/E: 36 / 117 , Gen_loss: -0.36350688 MI_loss: 21.903376 Detection error: 0.01029980182647705 time: 4:23:23.714229
- B/E: 37 / 117 , Gen_loss: -0.36323163 MI_loss: 21.90385 Detection error: 0.010301828384399414 time: 4:23:24.575767
- B/E: 38 / 117 , Gen_loss: -0.35155147 MI_loss: 21.452473 Detection error: 0.010327696800231934 time: 4:23:25.439015
- B/E: 39 / 117 , Gen_loss: -0.35781914 MI_loss: 21.629393 Detection error: 0.010310173034667969 time: 4:23:26.306423
- B/E: 40 / 117 , Gen_loss: -0.35615426 MI_loss: 21.66301 Detection error: 0.010295748710632324 time: 4:23:27.169173
- B/E: 41 / 117 , Gen_loss: -0.35635456 MI_loss: 21.732473 Detection error: 0.010299861431121826 time: 4:23:28.031148
- B/E: 42 / 117 , Gen_loss: -0.35882735 MI_loss: 21.747663 Detection error: 0.010275423526763916 time: 4:23:28.811075
- B/E: 43 / 117 , Gen_loss: -0.35078692 MI_loss: 21.233541 Detection error: 0.010291218757629395 time: 4:23:29.707904
- B/E: 44 / 117 , Gen_loss: -0.36258468 MI_loss: 22.04525 Detection error: 0.010297238826751709 time: 4:23:30.558492
- B/E: 45 / 117 , Gen_loss: -0.35702944 MI_loss: 21.64979 Detection error: 0.010309755802154541 time: 4:23:31.311071
- B/E: 46 / 117 , Gen_loss: -0.3626724 MI_loss: 22.046276 Detection error: 0.010314524173736572 time: 4:23:32.084579
- B/E: 47 / 117 , Gen_loss: -0.35110602 MI_loss: 21.221376 Detection error: 0.01030796766281128 time: 4:23:32.886206
- B/E: 48 / 117 , Gen_loss: -0.35247973 MI_loss: 21.429379 Detection error: 0.010329067707061768 time: 4:23:33.747308
- B/E: 49 / 117 , Gen_loss: -0.350503 MI_loss: 21.374046 Detection error: 0.010320603847503662 time: 4:23:34.606338
- B/E: 50 / 117 , Gen_loss: -0.35300988 MI_loss: 21.383419 Detection error: 0.010325968265533447 time: 4:23:35.464442
- B/E: 51 / 117 , Gen_loss: -0.35337576 MI_loss: 21.585194 Detection error: 0.010319113731384277 time: 4:23:36.321505
- B/E: 52 / 117 , Gen_loss: -0.36627975 MI_loss: 22.036106 Detection error: 0.010315477848052979 time: 4:23:37.285489
- B/E: 53 / 117 , Gen_loss: -0.36450422 MI_loss: 22.156742 Detection error: 0.010331034660339355 time: 4:23:38.143532
- B/E: 54 / 117 , Gen_loss: -0.35674384 MI_loss: 21.627861 Detection error: 0.010325014591217041 time: 4:23:39.004290
- B/E: 55 / 117 , Gen_loss: -0.35807773 MI_loss: 21.729717 Detection error: 0.010313630104064941 time: 4:23:39.863833
- B/E: 56 / 117 , Gen_loss: -0.36390775 MI_loss: 22.202871 Detection error: 0.010293841361999512 time: 4:23:40.722049
- B/E: 57 / 117 , Gen_loss: -0.35696965 MI_loss: 21.464592 Detection error: 0.010291516780853271 time: 4:23:41.582445
- B/E: 58 / 117 , Gen_loss: -0.3561214 MI_loss: 21.587908 Detection error: 0.010276496410369873 time: 4:23:42.404307
- B/E: 59 / 117 , Gen_loss: -0.34687215 MI_loss: 21.045326 Detection error: 0.010298967361450195 time: 4:23:43.157857
- B/E: 60 / 117 , Gen_loss: -0.3626021 MI_loss: 21.970566 Detection error: 0.010296106338500977 time: 4:23:43.908725
- B/E: 61 / 117 , Gen_loss: -0.35999835 MI_loss: 21.973082 Detection error: 0.010304450988769531 time: 4:23:44.661388
- B/E: 62 / 117 , Gen_loss: -0.35635144 MI_loss: 21.683945 Detection error: 0.010307550430297852 time: 4:23:45.490788
- B/E: 63 / 117 , Gen_loss: -0.3540478 MI_loss: 21.428736 Detection error: 0.010301291942596436 time: 4:23:46.347904
- B/E: 64 / 117 , Gen_loss: -0.3520312 MI_loss: 21.444141 Detection error: 0.010300934314727783 time: 4:23:47.211017
- B/E: 65 / 117 , Gen_loss: -0.36363792 MI_loss: 21.905355 Detection error: 0.010294497013092041 time: 4:23:48.072568
- B/E: 66 / 117 , Gen_loss: -0.35860923 MI_loss: 21.856346 Detection error: 0.010293364524841309 time: 4:23:48.873469
- B/E: 67 / 117 , Gen_loss: -0.35739657 MI_loss: 21.624043 Detection error: 0.010280787944793701 time: 4:23:49.624044
- B/E: 68 / 117 , Gen_loss: -0.35225654 MI_loss: 21.548426 Detection error: 0.010281264781951904 time: 4:23:50.460564
- B/E: 69 / 117 , Gen_loss: -0.34803677 MI_loss: 21.03666 Detection error: 0.010288834571838379 time: 4:23:51.214284
- B/E: 70 / 117 , Gen_loss: -0.3631849 MI_loss: 21.914944 Detection error: 0.010280370712280273 time: 4:23:51.967273
- B/E: 71 / 117 , Gen_loss: -0.35333765 MI_loss: 21.494385 Detection error: 0.01028907299041748 time: 4:23:52.718508
- B/E: 72 / 117 , Gen_loss: -0.35594702 MI_loss: 21.568293 Detection error: 0.010283410549163818 time: 4:23:53.476276
- B/E: 73 / 117 , Gen_loss: -0.35484824 MI_loss: 21.662373 Detection error: 0.010274887084960938 time: 4:23:54.269434
- B/E: 74 / 117 , Gen_loss: -0.35799813 MI_loss: 21.716436 Detection error: 0.01027292013168335 time: 4:23:55.127858
- B/E: 75 / 117 , Gen_loss: -0.34806207 MI_loss: 21.165386 Detection error: 0.010268092155456543 time: 4:23:55.988050
- B/E: 76 / 117 , Gen_loss: -0.35172352 MI_loss: 21.373768 Detection error: 0.01027071475982666 time: 4:23:56.849181
- B/E: 77 / 117 , Gen_loss: -0.34755602 MI_loss: 21.022198 Detection error: 0.010264396667480469 time: 4:23:57.707208
- B/E: 78 / 117 , Gen_loss: -0.3584147 MI_loss: 21.682623 Detection error: 0.010261893272399902 time: 4:23:58.567881
- B/E: 79 / 117 , Gen_loss: -0.3622545 MI_loss: 22.123693 Detection error: 0.010278105735778809 time: 4:23:59.423868
- B/E: 80 / 117 , Gen_loss: -0.3570709 MI_loss: 21.772121 Detection error: 0.010282039642333984 time: 4:24:00.288540
- B/E: 81 / 117 , Gen_loss: -0.3524236 MI_loss: 21.288277 Detection error: 0.010274410247802734 time: 4:24:01.144927
- B/E: 82 / 117 , Gen_loss: -0.34389055 MI_loss: 20.912733 Detection error: 0.010273337364196777 time: 4:24:02.003037
- B/E: 83 / 117 , Gen_loss: -0.35319865 MI_loss: 21.546068 Detection error: 0.010272324085235596 time: 4:24:02.862023
- B/E: 84 / 117 , Gen_loss: -0.34367964 MI_loss: 20.988798 Detection error: 0.010271310806274414 time: 4:24:03.819237
- B/E: 85 / 117 , Gen_loss: -0.35344353 MI_loss: 21.216988 Detection error: 0.01024925708770752 time: 4:24:04.679957
- B/E: 86 / 117 , Gen_loss: -0.36275503 MI_loss: 21.902298 Detection error: 0.010252177715301514 time: 4:24:05.538816
- B/E: 87 / 117 , Gen_loss: -0.3540589 MI_loss: 21.584776 Detection error: 0.01024395227432251 time: 4:24:06.421191
- B/E: 88 / 117 , Gen_loss: -0.35324174 MI_loss: 21.29155 Detection error: 0.01023036241531372 time: 4:24:07.285652
- B/E: 89 / 117 , Gen_loss: -0.35440737 MI_loss: 21.568068 Detection error: 0.010239601135253906 time: 4:24:08.144539
- B/E: 90 / 117 , Gen_loss: -0.3568736 MI_loss: 21.636185 Detection error: 0.010239005088806152 time: 4:24:09.006318
- B/E: 91 / 117 , Gen_loss: -0.34955883 MI_loss: 21.268053 Detection error: 0.010240495204925537 time: 4:24:09.886795
- B/E: 92 / 117 , Gen_loss: -0.3539006 MI_loss: 21.454634 Detection error: 0.010234236717224121 time: 4:24:10.749201
- B/E: 93 / 117 , Gen_loss: -0.35307652 MI_loss: 21.410385 Detection error: 0.010233402252197266 time: 4:24:11.609417
- B/E: 94 / 117 , Gen_loss: -0.35324287 MI_loss: 21.446642 Detection error: 0.010251343250274658 time: 4:24:12.468727
- B/E: 95 / 117 , Gen_loss: -0.3509143 MI_loss: 21.313368 Detection error: 0.010253608226776123 time: 4:24:13.253215
- B/E: 96 / 117 , Gen_loss: -0.35273796 MI_loss: 21.351408 Detection error: 0.010242283344268799 time: 4:24:14.007546
- B/E: 97 / 117 , Gen_loss: -0.3522549 MI_loss: 21.415905 Detection error: 0.010236918926239014 time: 4:24:14.760356
- B/E: 98 / 117 , Gen_loss: -0.3476211 MI_loss: 21.005547 Detection error: 0.010226011276245117 time: 4:24:15.513547
- B/E: 99 / 117 , Gen_loss: -0.36059627 MI_loss: 21.87716 Detection error: 0.010220646858215332 time: 4:24:16.270404
- B/E: 100 / 117 , Gen_loss: -0.35959157 MI_loss: 21.888657 Detection error: 0.01022958755493164 time: 4:24:17.121183
- B/E: 101 / 117 , Gen_loss: -0.35268983 MI_loss: 21.467482 Detection error: 0.010232865810394287 time: 4:24:17.922320
- B/E: 102 / 117 , Gen_loss: -0.35079518 MI_loss: 21.291607 Detection error: 0.010236024856567383 time: 4:24:18.781042
- B/E: 103 / 117 , Gen_loss: -0.36041138 MI_loss: 21.80043 Detection error: 0.010233461856842041 time: 4:24:19.639510
- B/E: 104 / 117 , Gen_loss: -0.36385432 MI_loss: 22.06298 Detection error: 0.01023721694946289 time: 4:24:20.499166
- B/E: 105 / 117 , Gen_loss: -0.34554085 MI_loss: 20.983366 Detection error: 0.010236144065856934 time: 4:24:21.358703
- B/E: 106 / 117 , Gen_loss: -0.353637 MI_loss: 21.51191 Detection error: 0.01023334264755249 time: 4:24:22.216680
- B/E: 107 / 117 , Gen_loss: -0.36321855 MI_loss: 22.100613 Detection error: 0.010235846042633057 time: 4:24:23.072704
- B/E: 108 / 117 , Gen_loss: -0.35359147 MI_loss: 21.591356 Detection error: 0.010243117809295654 time: 4:24:23.933264
- B/E: 109 / 117 , Gen_loss: -0.35640246 MI_loss: 21.570309 Detection error: 0.010236620903015137 time: 4:24:24.790304
- B/E: 110 / 117 , Gen_loss: -0.3585013 MI_loss: 21.616007 Detection error: 0.01022636890411377 time: 4:24:25.647644
- B/E: 111 / 117 , Gen_loss: -0.3538318 MI_loss: 21.369759 Detection error: 0.010223746299743652 time: 4:24:26.504525
- B/E: 112 / 117 , Gen_loss: -0.36439168 MI_loss: 22.05175 Detection error: 0.010225415229797363 time: 4:24:27.366614
- B/E: 113 / 117 , Gen_loss: -0.3507329 MI_loss: 21.439138 Detection error: 0.01023411750793457 time: 4:24:28.222792
- B/E: 114 / 117 , Gen_loss: -0.36064836 MI_loss: 21.776714 Detection error: 0.010227739810943604 time: 4:24:29.081951
- B/E: 115 / 117 , Gen_loss: -0.3669278 MI_loss: 22.174562 Detection error: 0.010226011276245117 time: 4:24:29.946544
- B/E: 116 / 117 , Gen_loss: -0.34840867 MI_loss: 21.2069 Detection error: 0.010227859020233154 time: 4:24:30.900236
- B/E: 117 / 117 , Gen_loss: -0.3592505 MI_loss: 21.84859 Detection error: 0.010226964950561523 time: 4:24:31.763353
- B/E: 118 / 117 , Gen_loss: -0.34881872 MI_loss: 21.083914 Detection error: 0.010220587253570557 time: 4:24:32.626120
- B/E: 119 / 117 , Gen_loss: -0.36023104 MI_loss: 21.862852 Detection error: 0.010219275951385498 time: 4:24:33.490298
- B/E: 120 / 117 , Gen_loss: -0.35742792 MI_loss: 21.61479 Detection error: 0.010218262672424316 time: 4:24:34.273622
- B/E: 121 / 117 , Gen_loss: -0.35137796 MI_loss: 21.367949 Detection error: 0.010223865509033203 time: 4:24:35.026900
- B/E: 122 / 117 , Gen_loss: -0.35873467 MI_loss: 21.785488 Detection error: 0.010222554206848145 time: 4:24:35.777676
- B/E: 123 / 117 , Gen_loss: -0.35247853 MI_loss: 21.2881 Detection error: 0.01021420955657959 time: 4:24:36.535504
- B/E: 124 / 117 , Gen_loss: -0.36534274 MI_loss: 22.186733 Detection error: 0.010217010974884033 time: 4:24:37.383214
- B/E: 125 / 117 , Gen_loss: -0.3629963 MI_loss: 21.884857 Detection error: 0.010214507579803467 time: 4:24:38.240765
- B/E: 126 / 117 , Gen_loss: -0.35307044 MI_loss: 21.552273 Detection error: 0.010222196578979492 time: 4:24:39.099502
- B/E: 127 / 117 , Gen_loss: -0.3576092 MI_loss: 21.680977 Detection error: 0.010220944881439209 time: 4:24:39.962945
- B/E: 128 / 117 , Gen_loss: -0.35060596 MI_loss: 21.266443 Detection error: 0.010225772857666016 time: 4:24:40.821745
- B/E: 129 / 117 , Gen_loss: -0.35170656 MI_loss: 21.41265 Detection error: 0.010234594345092773 time: 4:24:41.679537
- B/E: 130 / 117 , Gen_loss: -0.3598174 MI_loss: 21.732172 Detection error: 0.010242581367492676 time: 4:24:42.536431
- B/E: 131 / 117 , Gen_loss: -0.36305413 MI_loss: 21.887459 Detection error: 0.010244786739349365 time: 4:24:43.423732
- B/E: 132 / 117 , Gen_loss: -0.36237624 MI_loss: 21.838867 Detection error: 0.010239660739898682 time: 4:24:44.364606
- B/E: 133 / 117 , Gen_loss: -0.3555734 MI_loss: 21.652079 Detection error: 0.010244190692901611 time: 4:24:45.230483
- B/E: 134 / 117 , Gen_loss: -0.3478546 MI_loss: 21.291925 Detection error: 0.010253489017486572 time: 4:24:46.094157
- B/E: 135 / 117 , Gen_loss: -0.3702218 MI_loss: 22.445335 Detection error: 0.010254144668579102 time: 4:24:46.979492
- B/E: 136 / 117 , Gen_loss: -0.3582174 MI_loss: 21.69778 Detection error: 0.010256409645080566 time: 4:24:47.859493
- B/E: 137 / 117 , Gen_loss: -0.3674487 MI_loss: 22.353163 Detection error: 0.01025998592376709 time: 4:24:48.717593
- B/E: 138 / 117 , Gen_loss: -0.36000252 MI_loss: 21.837334 Detection error: 0.010262370109558105 time: 4:24:49.573373
- B/E: 139 / 117 , Gen_loss: -0.35674596 MI_loss: 21.743876 Detection error: 0.010267853736877441 time: 4:24:50.434326
- B/E: 140 / 117 , Gen_loss: -0.33619657 MI_loss: 20.632137 Detection error: 0.01026618480682373 time: 4:24:51.293127
- B/E: 141 / 117 , Gen_loss: -0.35653836 MI_loss: 21.412895 Detection error: 0.01026231050491333 time: 4:24:52.151200
- B/E: 142 / 117 , Gen_loss: -0.34216693 MI_loss: 20.560282 Detection error: 0.010263562202453613 time: 4:24:53.008346
- B/E: 143 / 117 , Gen_loss: -0.35073912 MI_loss: 21.157112 Detection error: 0.010258257389068604 time: 4:24:53.866637
- B/E: 144 / 117 , Gen_loss: -0.35306937 MI_loss: 21.460423 Detection error: 0.010268986225128174 time: 4:24:54.722534
- B/E: 145 / 117 , Gen_loss: -0.35654575 MI_loss: 21.519894 Detection error: 0.010274410247802734 time: 4:24:55.579183
- B/E: 146 / 117 , Gen_loss: -0.35524198 MI_loss: 21.593805 Detection error: 0.010275959968566895 time: 4:24:56.436052
- B/E: 147 / 117 , Gen_loss: -0.3587709 MI_loss: 21.661776 Detection error: 0.010275125503540039 time: 4:24:57.296487
- B/E: 148 / 117 , Gen_loss: -0.3528366 MI_loss: 21.451572 Detection error: 0.010280847549438477 time: 4:24:58.248373
- B/E: 149 / 117 , Gen_loss: -0.35622048 MI_loss: 21.57556 Detection error: 0.010287106037139893 time: 4:24:58.999201
-
- Test Loss: 10.487701 Test Error: 0.010966658592224121
- -----
- EPOCH: 118
- B/E: 0 / 118 , Gen_loss: -0.35014907 MI_loss: 21.033405 Detection error: 0.01106250286102295 time: 4:25:00.855112
- B/E: 1 / 118 , Gen_loss: -0.3483199 MI_loss: 21.096216 Detection error: 0.01096874475479126 time: 4:25:15.738061
- B/E: 2 / 118 , Gen_loss: -0.34988952 MI_loss: 21.176882 Detection error: 0.01066666841506958 time: 4:25:16.627094
- B/E: 3 / 118 , Gen_loss: -0.35969695 MI_loss: 21.84543 Detection error: 0.010546863079071045 time: 4:25:17.513679
- B/E: 4 / 118 , Gen_loss: -0.36001098 MI_loss: 21.817883 Detection error: 0.01041877269744873 time: 4:25:18.370249
- B/E: 5 / 118 , Gen_loss: -0.35167882 MI_loss: 21.450075 Detection error: 0.010437488555908203 time: 4:25:19.271988
- B/E: 6 / 118 , Gen_loss: -0.35361242 MI_loss: 21.563473 Detection error: 0.010316967964172363 time: 4:25:20.129817
- B/E: 7 / 118 , Gen_loss: -0.35990798 MI_loss: 21.853407 Detection error: 0.010457038879394531 time: 4:25:20.986054
- B/E: 8 / 118 , Gen_loss: -0.35499248 MI_loss: 21.666245 Detection error: 0.010354161262512207 time: 4:25:21.845332
- B/E: 9 / 118 , Gen_loss: -0.35225025 MI_loss: 21.313198 Detection error: 0.010284364223480225 time: 4:25:22.704828
- B/E: 10 / 118 , Gen_loss: -0.35455778 MI_loss: 21.380894 Detection error: 0.010355114936828613 time: 4:25:23.576412
- B/E: 11 / 118 , Gen_loss: -0.36105898 MI_loss: 21.92488 Detection error: 0.010403633117675781 time: 4:25:24.330982
- B/E: 12 / 118 , Gen_loss: -0.3561481 MI_loss: 21.607206 Detection error: 0.010432720184326172 time: 4:25:25.081598
- B/E: 13 / 118 , Gen_loss: -0.35207808 MI_loss: 21.1739 Detection error: 0.01043081283569336 time: 4:25:25.883293
- B/E: 14 / 118 , Gen_loss: -0.36528164 MI_loss: 22.126062 Detection error: 0.010397911071777344 time: 4:25:26.633122
- B/E: 15 / 118 , Gen_loss: -0.35347337 MI_loss: 21.480366 Detection error: 0.010402321815490723 time: 4:25:27.402277
- B/E: 16 / 118 , Gen_loss: -0.36197716 MI_loss: 21.982208 Detection error: 0.010378658771514893 time: 4:25:28.151051
- B/E: 17 / 118 , Gen_loss: -0.35755092 MI_loss: 21.70292 Detection error: 0.010361135005950928 time: 4:25:28.902123
- B/E: 18 / 118 , Gen_loss: -0.35533682 MI_loss: 21.44349 Detection error: 0.01028454303741455 time: 4:25:29.654950
- B/E: 19 / 118 , Gen_loss: -0.3448114 MI_loss: 20.991629 Detection error: 0.0102921724319458 time: 4:25:30.407341
- B/E: 20 / 118 , Gen_loss: -0.35042927 MI_loss: 21.209423 Detection error: 0.0103035569190979 time: 4:25:31.158544
- B/E: 21 / 118 , Gen_loss: -0.35397744 MI_loss: 21.504402 Detection error: 0.010305404663085938 time: 4:25:31.925880
- B/E: 22 / 118 , Gen_loss: -0.3513363 MI_loss: 21.207722 Detection error: 0.010282635688781738 time: 4:25:32.679183
- B/E: 23 / 118 , Gen_loss: -0.35517445 MI_loss: 21.398344 Detection error: 0.010282576084136963 time: 4:25:33.429684
- B/E: 24 / 118 , Gen_loss: -0.3558559 MI_loss: 21.503132 Detection error: 0.010285019874572754 time: 4:25:34.182221
- B/E: 25 / 118 , Gen_loss: -0.35298103 MI_loss: 21.423977 Detection error: 0.010287284851074219 time: 4:25:35.030265
- B/E: 26 / 118 , Gen_loss: -0.35191008 MI_loss: 21.492132 Detection error: 0.010326385498046875 time: 4:25:35.783335
- B/E: 27 / 118 , Gen_loss: -0.34762257 MI_loss: 21.190811 Detection error: 0.010352671146392822 time: 4:25:36.536961
- B/E: 28 / 118 , Gen_loss: -0.3547379 MI_loss: 21.514711 Detection error: 0.010358810424804688 time: 4:25:37.290509
- B/E: 29 / 118 , Gen_loss: -0.35719624 MI_loss: 21.712685 Detection error: 0.01038438081741333 time: 4:25:38.135899
- B/E: 30 / 118 , Gen_loss: -0.34251425 MI_loss: 20.78482 Detection error: 0.010349810123443604 time: 4:25:38.928771
- B/E: 31 / 118 , Gen_loss: -0.35585782 MI_loss: 21.541115 Detection error: 0.01033008098602295 time: 4:25:39.787847
- B/E: 32 / 118 , Gen_loss: -0.3566028 MI_loss: 21.65689 Detection error: 0.010348498821258545 time: 4:25:40.645219
- B/E: 33 / 118 , Gen_loss: -0.35481542 MI_loss: 21.347946 Detection error: 0.010308802127838135 time: 4:25:41.505868
- B/E: 34 / 118 , Gen_loss: -0.3541332 MI_loss: 21.566643 Detection error: 0.01031339168548584 time: 4:25:42.425169
- B/E: 35 / 118 , Gen_loss: -0.34915087 MI_loss: 21.17962 Detection error: 0.010286450386047363 time: 4:25:43.273665
- B/E: 36 / 118 , Gen_loss: -0.36214525 MI_loss: 21.903988 Detection error: 0.010282933712005615 time: 4:25:44.109244
- B/E: 37 / 118 , Gen_loss: -0.34923294 MI_loss: 21.044699 Detection error: 0.010283708572387695 time: 4:25:44.886344
- B/E: 38 / 118 , Gen_loss: -0.34844616 MI_loss: 21.247358 Detection error: 0.010304510593414307 time: 4:25:45.639818
- B/E: 39 / 118 , Gen_loss: -0.36071026 MI_loss: 21.75672 Detection error: 0.01029294729232788 time: 4:25:46.490002
- B/E: 40 / 118 , Gen_loss: -0.35226682 MI_loss: 21.471008 Detection error: 0.01029115915298462 time: 4:25:47.346873
- B/E: 41 / 118 , Gen_loss: -0.35689303 MI_loss: 21.609419 Detection error: 0.010281264781951904 time: 4:25:48.307170
- B/E: 42 / 118 , Gen_loss: -0.3539343 MI_loss: 21.446632 Detection error: 0.0102652907371521 time: 4:25:49.170177
- B/E: 43 / 118 , Gen_loss: -0.35188872 MI_loss: 21.287766 Detection error: 0.010274171829223633 time: 4:25:50.029073
- B/E: 44 / 118 , Gen_loss: -0.35123476 MI_loss: 21.380157 Detection error: 0.010277748107910156 time: 4:25:50.887158
- B/E: 45 / 118 , Gen_loss: -0.35670552 MI_loss: 21.59337 Detection error: 0.010296881198883057 time: 4:25:51.745014
- B/E: 46 / 118 , Gen_loss: -0.35572222 MI_loss: 21.595884 Detection error: 0.010294556617736816 time: 4:25:52.611274
- B/E: 47 / 118 , Gen_loss: -0.3642809 MI_loss: 22.003452 Detection error: 0.010291039943695068 time: 4:25:53.476651
- B/E: 48 / 118 , Gen_loss: -0.35726315 MI_loss: 21.599886 Detection error: 0.010305464267730713 time: 4:25:54.340283
- B/E: 49 / 118 , Gen_loss: -0.34446946 MI_loss: 20.974495 Detection error: 0.010302484035491943 time: 4:25:55.151279
- B/E: 50 / 118 , Gen_loss: -0.3525749 MI_loss: 21.39185 Detection error: 0.010306358337402344 time: 4:25:55.910402
- B/E: 51 / 118 , Gen_loss: -0.35360792 MI_loss: 21.497921 Detection error: 0.01030951738357544 time: 4:25:56.751703
- B/E: 52 / 118 , Gen_loss: -0.35844833 MI_loss: 21.812363 Detection error: 0.010303080081939697 time: 4:25:57.612438
- B/E: 53 / 118 , Gen_loss: -0.36592817 MI_loss: 22.151396 Detection error: 0.010322332382202148 time: 4:25:58.472059
- B/E: 54 / 118 , Gen_loss: -0.35837272 MI_loss: 21.75405 Detection error: 0.010314762592315674 time: 4:25:59.286486
- B/E: 55 / 118 , Gen_loss: -0.35790944 MI_loss: 21.664112 Detection error: 0.010302484035491943 time: 4:26:00.042395
- B/E: 56 / 118 , Gen_loss: -0.35981062 MI_loss: 21.774221 Detection error: 0.01028674840927124 time: 4:26:00.794035
- B/E: 57 / 118 , Gen_loss: -0.35287106 MI_loss: 21.35098 Detection error: 0.010281264781951904 time: 4:26:01.622941
- B/E: 58 / 118 , Gen_loss: -0.35679013 MI_loss: 21.748434 Detection error: 0.010275959968566895 time: 4:26:02.411437
- B/E: 59 / 118 , Gen_loss: -0.3571575 MI_loss: 21.709818 Detection error: 0.010286450386047363 time: 4:26:03.164199
- B/E: 60 / 118 , Gen_loss: -0.36489046 MI_loss: 22.009613 Detection error: 0.010286867618560791 time: 4:26:04.034126
- B/E: 61 / 118 , Gen_loss: -0.34978124 MI_loss: 21.323004 Detection error: 0.010284781455993652 time: 4:26:04.893762
- B/E: 62 / 118 , Gen_loss: -0.36426902 MI_loss: 22.07925 Detection error: 0.010288715362548828 time: 4:26:05.682591
- B/E: 63 / 118 , Gen_loss: -0.35467938 MI_loss: 21.483517 Detection error: 0.010291039943695068 time: 4:26:06.435738
- B/E: 64 / 118 , Gen_loss: -0.3510198 MI_loss: 21.327696 Detection error: 0.010280787944793701 time: 4:26:07.186921
- B/E: 65 / 118 , Gen_loss: -0.3616751 MI_loss: 21.908314 Detection error: 0.010275065898895264 time: 4:26:07.936878
- B/E: 66 / 118 , Gen_loss: -0.36300746 MI_loss: 22.117504 Detection error: 0.010281741619110107 time: 4:26:08.689962
- B/E: 67 / 118 , Gen_loss: -0.36595798 MI_loss: 22.135643 Detection error: 0.01026606559753418 time: 4:26:09.443960
- B/E: 68 / 118 , Gen_loss: -0.3503119 MI_loss: 21.134003 Detection error: 0.010269463062286377 time: 4:26:10.227675
- B/E: 69 / 118 , Gen_loss: -0.3480407 MI_loss: 21.014439 Detection error: 0.010270118713378906 time: 4:26:11.059548
- B/E: 70 / 118 , Gen_loss: -0.34850097 MI_loss: 21.033745 Detection error: 0.010269343852996826 time: 4:26:11.916620
- B/E: 71 / 118 , Gen_loss: -0.3520789 MI_loss: 21.302843 Detection error: 0.010274291038513184 time: 4:26:12.777767
- B/E: 72 / 118 , Gen_loss: -0.35347915 MI_loss: 21.368616 Detection error: 0.010272681713104248 time: 4:26:13.570381
- B/E: 73 / 118 , Gen_loss: -0.35460418 MI_loss: 21.519676 Detection error: 0.010263502597808838 time: 4:26:14.539030
- B/E: 74 / 118 , Gen_loss: -0.35934046 MI_loss: 21.777594 Detection error: 0.010260820388793945 time: 4:26:15.400826
- B/E: 75 / 118 , Gen_loss: -0.3502078 MI_loss: 21.388453 Detection error: 0.010261118412017822 time: 4:26:16.305657
- B/E: 76 / 118 , Gen_loss: -0.34708577 MI_loss: 20.995972 Detection error: 0.010267853736877441 time: 4:26:17.163980
- B/E: 77 / 118 , Gen_loss: -0.35771492 MI_loss: 21.592306 Detection error: 0.010261237621307373 time: 4:26:18.021924
- B/E: 78 / 118 , Gen_loss: -0.35539797 MI_loss: 21.54262 Detection error: 0.010261058807373047 time: 4:26:18.879340
- B/E: 79 / 118 , Gen_loss: -0.35561663 MI_loss: 21.467485 Detection error: 0.010269522666931152 time: 4:26:19.743459
- B/E: 80 / 118 , Gen_loss: -0.35475585 MI_loss: 21.590626 Detection error: 0.010281264781951904 time: 4:26:20.602672
- B/E: 81 / 118 , Gen_loss: -0.3545706 MI_loss: 21.3651 Detection error: 0.010272085666656494 time: 4:26:21.462496
- B/E: 82 / 118 , Gen_loss: -0.366846 MI_loss: 22.251812 Detection error: 0.01027524471282959 time: 4:26:22.323643
- B/E: 83 / 118 , Gen_loss: -0.35825074 MI_loss: 21.783894 Detection error: 0.010273456573486328 time: 4:26:23.186952
- B/E: 84 / 118 , Gen_loss: -0.3495792 MI_loss: 21.23172 Detection error: 0.010268747806549072 time: 4:26:23.972177
- B/E: 85 / 118 , Gen_loss: -0.34762892 MI_loss: 20.863964 Detection error: 0.010254740715026855 time: 4:26:24.720681
- B/E: 86 / 118 , Gen_loss: -0.35057786 MI_loss: 21.185982 Detection error: 0.010251104831695557 time: 4:26:25.471815
- B/E: 87 / 118 , Gen_loss: -0.36310753 MI_loss: 22.014717 Detection error: 0.010241448879241943 time: 4:26:26.224462
- B/E: 88 / 118 , Gen_loss: -0.35126317 MI_loss: 21.226727 Detection error: 0.010227859020233154 time: 4:26:26.979810
- B/E: 89 / 118 , Gen_loss: -0.35956907 MI_loss: 21.745266 Detection error: 0.01024097204208374 time: 4:26:27.827657
- B/E: 90 / 118 , Gen_loss: -0.3481061 MI_loss: 21.14586 Detection error: 0.010235905647277832 time: 4:26:28.581042
- B/E: 91 / 118 , Gen_loss: -0.34676793 MI_loss: 21.150978 Detection error: 0.010240495204925537 time: 4:26:29.336277
- B/E: 92 / 118 , Gen_loss: -0.3450338 MI_loss: 20.85743 Detection error: 0.010232210159301758 time: 4:26:30.089441
- B/E: 93 / 118 , Gen_loss: -0.35203126 MI_loss: 21.335924 Detection error: 0.010232388973236084 time: 4:26:30.852129
- B/E: 94 / 118 , Gen_loss: -0.35923305 MI_loss: 21.813105 Detection error: 0.010245740413665771 time: 4:26:31.603919
- B/E: 95 / 118 , Gen_loss: -0.34523156 MI_loss: 20.9817 Detection error: 0.010251283645629883 time: 4:26:32.357330
- B/E: 96 / 118 , Gen_loss: -0.3550351 MI_loss: 21.535587 Detection error: 0.010247409343719482 time: 4:26:33.120457
- B/E: 97 / 118 , Gen_loss: -0.3693079 MI_loss: 22.341076 Detection error: 0.01023721694946289 time: 4:26:33.871807
- B/E: 98 / 118 , Gen_loss: -0.35701433 MI_loss: 21.63458 Detection error: 0.010223805904388428 time: 4:26:34.625852
- B/E: 99 / 118 , Gen_loss: -0.36154976 MI_loss: 21.879377 Detection error: 0.01022404432296753 time: 4:26:35.378706
- B/E: 100 / 118 , Gen_loss: -0.36124998 MI_loss: 21.905472 Detection error: 0.010224640369415283 time: 4:26:36.153916
- B/E: 101 / 118 , Gen_loss: -0.3673913 MI_loss: 22.246529 Detection error: 0.010227024555206299 time: 4:26:36.920413
- B/E: 102 / 118 , Gen_loss: -0.3465394 MI_loss: 20.969952 Detection error: 0.010226309299468994 time: 4:26:37.675858
- B/E: 103 / 118 , Gen_loss: -0.35255292 MI_loss: 21.412025 Detection error: 0.010232865810394287 time: 4:26:38.432310
- B/E: 104 / 118 , Gen_loss: -0.36145607 MI_loss: 21.957966 Detection error: 0.010231256484985352 time: 4:26:39.185022
- B/E: 105 / 118 , Gen_loss: -0.34722695 MI_loss: 21.272999 Detection error: 0.010227322578430176 time: 4:26:40.053708
- B/E: 106 / 118 , Gen_loss: -0.35880333 MI_loss: 21.790037 Detection error: 0.01022869348526001 time: 4:26:40.808350
- B/E: 107 / 118 , Gen_loss: -0.3588784 MI_loss: 21.727207 Detection error: 0.010233521461486816 time: 4:26:41.562378
- B/E: 108 / 118 , Gen_loss: -0.35773203 MI_loss: 21.635492 Detection error: 0.010236799716949463 time: 4:26:42.321944
- B/E: 109 / 118 , Gen_loss: -0.3622208 MI_loss: 21.935406 Detection error: 0.010233819484710693 time: 4:26:43.074898
- B/E: 110 / 118 , Gen_loss: -0.35894245 MI_loss: 21.524502 Detection error: 0.010223805904388428 time: 4:26:43.833993
- B/E: 111 / 118 , Gen_loss: -0.352003 MI_loss: 21.239418 Detection error: 0.010220706462860107 time: 4:26:44.583919
- B/E: 112 / 118 , Gen_loss: -0.35962355 MI_loss: 21.803709 Detection error: 0.010219871997833252 time: 4:26:45.337991
- B/E: 113 / 118 , Gen_loss: -0.35626608 MI_loss: 21.705078 Detection error: 0.010228872299194336 time: 4:26:46.096086
- B/E: 114 / 118 , Gen_loss: -0.350982 MI_loss: 21.291885 Detection error: 0.010222256183624268 time: 4:26:46.937885
- B/E: 115 / 118 , Gen_loss: -0.36151186 MI_loss: 21.814531 Detection error: 0.010219573974609375 time: 4:26:47.798842
- B/E: 116 / 118 , Gen_loss: -0.36047235 MI_loss: 21.951025 Detection error: 0.010224640369415283 time: 4:26:48.660195
- B/E: 117 / 118 , Gen_loss: -0.34093055 MI_loss: 20.778463 Detection error: 0.010222971439361572 time: 4:26:49.519481
- B/E: 118 / 118 , Gen_loss: -0.35428786 MI_loss: 21.433882 Detection error: 0.01021641492843628 time: 4:26:50.378783
- B/E: 119 / 118 , Gen_loss: -0.35184586 MI_loss: 21.471935 Detection error: 0.01021486520767212 time: 4:26:51.236840
- B/E: 120 / 118 , Gen_loss: -0.35827628 MI_loss: 21.649857 Detection error: 0.010214388370513916 time: 4:26:52.095421
- B/E: 121 / 118 , Gen_loss: -0.3504962 MI_loss: 21.437786 Detection error: 0.010215699672698975 time: 4:26:53.036210
- B/E: 122 / 118 , Gen_loss: -0.35303363 MI_loss: 21.369598 Detection error: 0.010212123394012451 time: 4:26:53.818877
- B/E: 123 / 118 , Gen_loss: -0.3522113 MI_loss: 21.374594 Detection error: 0.01020359992980957 time: 4:26:54.572607
- B/E: 124 / 118 , Gen_loss: -0.35814524 MI_loss: 21.864782 Detection error: 0.010205268859863281 time: 4:26:55.321401
- B/E: 125 / 118 , Gen_loss: -0.35785902 MI_loss: 21.714684 Detection error: 0.010208070278167725 time: 4:26:56.112596
- B/E: 126 / 118 , Gen_loss: -0.36011556 MI_loss: 22.07443 Detection error: 0.010216772556304932 time: 4:26:56.868047
- B/E: 127 / 118 , Gen_loss: -0.35309678 MI_loss: 21.469221 Detection error: 0.01021486520767212 time: 4:26:57.682561
- B/E: 128 / 118 , Gen_loss: -0.36546013 MI_loss: 22.263449 Detection error: 0.010218977928161621 time: 4:26:58.559699
- B/E: 129 / 118 , Gen_loss: -0.36044985 MI_loss: 21.97457 Detection error: 0.010226428508758545 time: 4:26:59.379380
- B/E: 130 / 118 , Gen_loss: -0.36080226 MI_loss: 21.923267 Detection error: 0.010234951972961426 time: 4:27:00.132747
- B/E: 131 / 118 , Gen_loss: -0.35724127 MI_loss: 21.655144 Detection error: 0.010236740112304688 time: 4:27:00.884090
- B/E: 132 / 118 , Gen_loss: -0.3580907 MI_loss: 21.662098 Detection error: 0.010235428810119629 time: 4:27:01.663705
- B/E: 133 / 118 , Gen_loss: -0.36791885 MI_loss: 22.35768 Detection error: 0.010238587856292725 time: 4:27:02.414643
- B/E: 134 / 118 , Gen_loss: -0.35649058 MI_loss: 21.687656 Detection error: 0.010246038436889648 time: 4:27:03.167195
- B/E: 135 / 118 , Gen_loss: -0.3630108 MI_loss: 21.97779 Detection error: 0.010246574878692627 time: 4:27:03.931349
- B/E: 136 / 118 , Gen_loss: -0.34870434 MI_loss: 21.069637 Detection error: 0.010248184204101562 time: 4:27:04.818146
- B/E: 137 / 118 , Gen_loss: -0.34336835 MI_loss: 20.924974 Detection error: 0.010252058506011963 time: 4:27:05.769864
- B/E: 138 / 118 , Gen_loss: -0.3596622 MI_loss: 21.779867 Detection error: 0.010251998901367188 time: 4:27:06.636324
- B/E: 139 / 118 , Gen_loss: -0.35224342 MI_loss: 21.335167 Detection error: 0.010261178016662598 time: 4:27:07.500546
- B/E: 140 / 118 , Gen_loss: -0.35385096 MI_loss: 21.328215 Detection error: 0.01026242971420288 time: 4:27:08.362086
- B/E: 141 / 118 , Gen_loss: -0.35329705 MI_loss: 21.28854 Detection error: 0.010256409645080566 time: 4:27:09.160592
- B/E: 142 / 118 , Gen_loss: -0.35827336 MI_loss: 21.712822 Detection error: 0.010255217552185059 time: 4:27:09.927839
- B/E: 143 / 118 , Gen_loss: -0.36498946 MI_loss: 22.07735 Detection error: 0.01025390625 time: 4:27:10.683033
- B/E: 144 / 118 , Gen_loss: -0.34883678 MI_loss: 21.130806 Detection error: 0.010262072086334229 time: 4:27:11.529187
- B/E: 145 / 118 , Gen_loss: -0.35916308 MI_loss: 21.764713 Detection error: 0.010270535945892334 time: 4:27:12.389081
- B/E: 146 / 118 , Gen_loss: -0.35158056 MI_loss: 21.223927 Detection error: 0.010271668434143066 time: 4:27:13.194858
- B/E: 147 / 118 , Gen_loss: -0.3558354 MI_loss: 21.652546 Detection error: 0.010274291038513184 time: 4:27:13.958169
- B/E: 148 / 118 , Gen_loss: -0.34978393 MI_loss: 21.347841 Detection error: 0.01027768850326538 time: 4:27:14.710405
- B/E: 149 / 118 , Gen_loss: -0.3610244 MI_loss: 21.861752 Detection error: 0.01028352975845337 time: 4:27:15.462689
-
- Test Loss: 10.48729 Test Error: 0.01087498664855957
- -----
- EPOCH: 119
- B/E: 0 / 119 , Gen_loss: -0.36182618 MI_loss: 21.912342 Detection error: 0.01096874475479126 time: 4:27:17.290501
- B/E: 1 / 119 , Gen_loss: -0.3463678 MI_loss: 21.124607 Detection error: 0.011031270027160645 time: 4:27:32.160877
- B/E: 2 / 119 , Gen_loss: -0.35725087 MI_loss: 21.725548 Detection error: 0.010718762874603271 time: 4:27:33.139714
- B/E: 3 / 119 , Gen_loss: -0.3491285 MI_loss: 21.121824 Detection error: 0.010539054870605469 time: 4:27:34.008458
- B/E: 4 / 119 , Gen_loss: -0.3517841 MI_loss: 21.48265 Detection error: 0.010487496852874756 time: 4:27:34.878573
- B/E: 5 / 119 , Gen_loss: -0.34662753 MI_loss: 20.993147 Detection error: 0.010411441326141357 time: 4:27:35.746636
- B/E: 6 / 119 , Gen_loss: -0.35987303 MI_loss: 21.923502 Detection error: 0.010508954524993896 time: 4:27:36.605858
- B/E: 7 / 119 , Gen_loss: -0.35566375 MI_loss: 21.592888 Detection error: 0.010539054870605469 time: 4:27:37.416471
- B/E: 8 / 119 , Gen_loss: -0.3636361 MI_loss: 21.987202 Detection error: 0.010468721389770508 time: 4:27:38.168592
- B/E: 9 / 119 , Gen_loss: -0.3543181 MI_loss: 21.474476 Detection error: 0.010412514209747314 time: 4:27:38.963714
- B/E: 10 / 119 , Gen_loss: -0.36018202 MI_loss: 21.896564 Detection error: 0.010431826114654541 time: 4:27:39.743911
- B/E: 11 / 119 , Gen_loss: -0.35982913 MI_loss: 21.831057 Detection error: 0.010432302951812744 time: 4:27:40.495974
- B/E: 12 / 119 , Gen_loss: -0.35234725 MI_loss: 21.303608 Detection error: 0.010500013828277588 time: 4:27:41.252204
- B/E: 13 / 119 , Gen_loss: -0.3562926 MI_loss: 21.51376 Detection error: 0.01048886775970459 time: 4:27:42.002534
- B/E: 14 / 119 , Gen_loss: -0.36657748 MI_loss: 22.167843 Detection error: 0.010466694831848145 time: 4:27:42.759140
- B/E: 15 / 119 , Gen_loss: -0.3553097 MI_loss: 21.54262 Detection error: 0.010443329811096191 time: 4:27:43.512910
- B/E: 16 / 119 , Gen_loss: -0.3555642 MI_loss: 21.465897 Detection error: 0.010428309440612793 time: 4:27:44.270524
- B/E: 17 / 119 , Gen_loss: -0.3587886 MI_loss: 21.743734 Detection error: 0.01036977767944336 time: 4:27:45.022355
- B/E: 18 / 119 , Gen_loss: -0.35982338 MI_loss: 21.753538 Detection error: 0.01033550500869751 time: 4:27:45.865480
- B/E: 19 / 119 , Gen_loss: -0.3460517 MI_loss: 21.24463 Detection error: 0.010335922241210938 time: 4:27:46.621237
- B/E: 20 / 119 , Gen_loss: -0.35474554 MI_loss: 21.449389 Detection error: 0.010313987731933594 time: 4:27:47.452491
- B/E: 21 / 119 , Gen_loss: -0.3584422 MI_loss: 21.7551 Detection error: 0.010338068008422852 time: 4:27:48.309152
- B/E: 22 / 119 , Gen_loss: -0.3633778 MI_loss: 22.0259 Detection error: 0.010312497615814209 time: 4:27:49.192161
- B/E: 23 / 119 , Gen_loss: -0.35090292 MI_loss: 21.237541 Detection error: 0.010299503803253174 time: 4:27:50.061337
- B/E: 24 / 119 , Gen_loss: -0.34028414 MI_loss: 20.607893 Detection error: 0.010293722152709961 time: 4:27:50.921209
- B/E: 25 / 119 , Gen_loss: -0.35097238 MI_loss: 21.278807 Detection error: 0.010312497615814209 time: 4:27:51.782216
- B/E: 26 / 119 , Gen_loss: -0.34445897 MI_loss: 20.81897 Detection error: 0.01036226749420166 time: 4:27:52.673702
- B/E: 27 / 119 , Gen_loss: -0.3535502 MI_loss: 21.479805 Detection error: 0.010371625423431396 time: 4:27:53.536615
- B/E: 28 / 119 , Gen_loss: -0.36724994 MI_loss: 22.265114 Detection error: 0.010378241539001465 time: 4:27:54.397032
- B/E: 29 / 119 , Gen_loss: -0.35447845 MI_loss: 21.585438 Detection error: 0.010382294654846191 time: 4:27:55.258046
- B/E: 30 / 119 , Gen_loss: -0.35723472 MI_loss: 21.680847 Detection error: 0.010361909866333008 time: 4:27:56.051014
- B/E: 31 / 119 , Gen_loss: -0.35736293 MI_loss: 21.554173 Detection error: 0.010328114032745361 time: 4:27:56.912686
- B/E: 32 / 119 , Gen_loss: -0.3542086 MI_loss: 21.479303 Detection error: 0.010316312313079834 time: 4:27:57.664323
- B/E: 33 / 119 , Gen_loss: -0.3495875 MI_loss: 21.169132 Detection error: 0.010305166244506836 time: 4:27:58.425409
- B/E: 34 / 119 , Gen_loss: -0.3489797 MI_loss: 21.17721 Detection error: 0.010306239128112793 time: 4:27:59.177362
- B/E: 35 / 119 , Gen_loss: -0.3575159 MI_loss: 21.497923 Detection error: 0.01028907299041748 time: 4:27:59.942482
- B/E: 36 / 119 , Gen_loss: -0.35604376 MI_loss: 21.669401 Detection error: 0.010279536247253418 time: 4:28:00.695076
- B/E: 37 / 119 , Gen_loss: -0.350979 MI_loss: 21.341537 Detection error: 0.010277152061462402 time: 4:28:01.447477
- B/E: 38 / 119 , Gen_loss: -0.34441718 MI_loss: 20.843224 Detection error: 0.010313272476196289 time: 4:28:02.198646
- B/E: 39 / 119 , Gen_loss: -0.35729292 MI_loss: 21.662403 Detection error: 0.0102921724319458 time: 4:28:02.954004
- B/E: 40 / 119 , Gen_loss: -0.35201576 MI_loss: 21.33307 Detection error: 0.01027745008468628 time: 4:28:03.708180
- B/E: 41 / 119 , Gen_loss: -0.35401234 MI_loss: 21.604237 Detection error: 0.0102730393409729 time: 4:28:04.495945
- B/E: 42 / 119 , Gen_loss: -0.3564753 MI_loss: 21.57859 Detection error: 0.010257244110107422 time: 4:28:05.245781
- B/E: 43 / 119 , Gen_loss: -0.36619595 MI_loss: 22.076548 Detection error: 0.010250687599182129 time: 4:28:06.011848
- B/E: 44 / 119 , Gen_loss: -0.3613462 MI_loss: 21.869904 Detection error: 0.010259032249450684 time: 4:28:06.862695
- B/E: 45 / 119 , Gen_loss: -0.3614791 MI_loss: 21.880005 Detection error: 0.010269701480865479 time: 4:28:07.724814
- B/E: 46 / 119 , Gen_loss: -0.35770094 MI_loss: 21.552242 Detection error: 0.010283231735229492 time: 4:28:08.601138
- B/E: 47 / 119 , Gen_loss: -0.3528798 MI_loss: 21.215473 Detection error: 0.0102766752243042 time: 4:28:09.461479
- B/E: 48 / 119 , Gen_loss: -0.3481594 MI_loss: 21.166876 Detection error: 0.010283172130584717 time: 4:28:10.406169
- B/E: 49 / 119 , Gen_loss: -0.35584855 MI_loss: 21.648506 Detection error: 0.010282516479492188 time: 4:28:11.267474
- B/E: 50 / 119 , Gen_loss: -0.3510252 MI_loss: 21.18416 Detection error: 0.01028674840927124 time: 4:28:12.125957
- B/E: 51 / 119 , Gen_loss: -0.36512646 MI_loss: 22.234962 Detection error: 0.010286033153533936 time: 4:28:12.988144
- B/E: 52 / 119 , Gen_loss: -0.34620872 MI_loss: 20.946875 Detection error: 0.010272979736328125 time: 4:28:13.850376
- B/E: 53 / 119 , Gen_loss: -0.35664698 MI_loss: 21.627312 Detection error: 0.010288774967193604 time: 4:28:14.711247
- B/E: 54 / 119 , Gen_loss: -0.34601718 MI_loss: 20.98515 Detection error: 0.010282933712005615 time: 4:28:15.574036
- B/E: 55 / 119 , Gen_loss: -0.35469437 MI_loss: 21.566505 Detection error: 0.010275125503540039 time: 4:28:16.437243
- B/E: 56 / 119 , Gen_loss: -0.35768607 MI_loss: 21.67641 Detection error: 0.010248899459838867 time: 4:28:17.297520
- B/E: 57 / 119 , Gen_loss: -0.35494232 MI_loss: 21.511705 Detection error: 0.010250568389892578 time: 4:28:18.159014
- B/E: 58 / 119 , Gen_loss: -0.3564196 MI_loss: 21.494623 Detection error: 0.01023411750793457 time: 4:28:19.019554
- B/E: 59 / 119 , Gen_loss: -0.35246652 MI_loss: 21.323084 Detection error: 0.010254144668579102 time: 4:28:19.884753
- B/E: 60 / 119 , Gen_loss: -0.35598508 MI_loss: 21.605505 Detection error: 0.010253608226776123 time: 4:28:20.746823
- B/E: 61 / 119 , Gen_loss: -0.3485085 MI_loss: 21.163383 Detection error: 0.01025301218032837 time: 4:28:21.606333
- B/E: 62 / 119 , Gen_loss: -0.35875392 MI_loss: 21.863575 Detection error: 0.0102614164352417 time: 4:28:22.468462
- B/E: 63 / 119 , Gen_loss: -0.35147357 MI_loss: 21.38545 Detection error: 0.010257840156555176 time: 4:28:23.424556
- B/E: 64 / 119 , Gen_loss: -0.35934994 MI_loss: 21.820364 Detection error: 0.010256707668304443 time: 4:28:24.211451
- B/E: 65 / 119 , Gen_loss: -0.35907325 MI_loss: 21.67118 Detection error: 0.010249555110931396 time: 4:28:24.965418
- B/E: 66 / 119 , Gen_loss: -0.36099148 MI_loss: 22.06161 Detection error: 0.010245800018310547 time: 4:28:25.716522
- B/E: 67 / 119 , Gen_loss: -0.3724894 MI_loss: 22.610846 Detection error: 0.010234355926513672 time: 4:28:26.498514
- B/E: 68 / 119 , Gen_loss: -0.35103118 MI_loss: 21.232649 Detection error: 0.010238707065582275 time: 4:28:27.250853
- B/E: 69 / 119 , Gen_loss: -0.35095412 MI_loss: 21.420376 Detection error: 0.010247349739074707 time: 4:28:28.004180
- B/E: 70 / 119 , Gen_loss: -0.36548102 MI_loss: 22.033058 Detection error: 0.01024472713470459 time: 4:28:28.886740
- B/E: 71 / 119 , Gen_loss: -0.34693015 MI_loss: 21.096958 Detection error: 0.010246515274047852 time: 4:28:29.768010
- B/E: 72 / 119 , Gen_loss: -0.3571324 MI_loss: 21.815443 Detection error: 0.010242700576782227 time: 4:28:30.627050
- B/E: 73 / 119 , Gen_loss: -0.3555664 MI_loss: 21.523653 Detection error: 0.01023566722869873 time: 4:28:31.485361
- B/E: 74 / 119 , Gen_loss: -0.3625854 MI_loss: 22.071524 Detection error: 0.010235011577606201 time: 4:28:32.345537
- B/E: 75 / 119 , Gen_loss: -0.3454296 MI_loss: 20.821285 Detection error: 0.01023191213607788 time: 4:28:33.205562
- B/E: 76 / 119 , Gen_loss: -0.3664892 MI_loss: 22.193169 Detection error: 0.010237812995910645 time: 4:28:34.062940
- B/E: 77 / 119 , Gen_loss: -0.35498056 MI_loss: 21.480965 Detection error: 0.01023036241531372 time: 4:28:34.921105
- B/E: 78 / 119 , Gen_loss: -0.35620284 MI_loss: 21.687378 Detection error: 0.010225474834442139 time: 4:28:35.779158
- B/E: 79 / 119 , Gen_loss: -0.35390535 MI_loss: 21.34416 Detection error: 0.010242938995361328 time: 4:28:36.742916
- B/E: 80 / 119 , Gen_loss: -0.35495698 MI_loss: 21.41139 Detection error: 0.010251522064208984 time: 4:28:37.604189
- B/E: 81 / 119 , Gen_loss: -0.3643331 MI_loss: 22.01711 Detection error: 0.01024007797241211 time: 4:28:38.463352
- B/E: 82 / 119 , Gen_loss: -0.36038104 MI_loss: 21.817076 Detection error: 0.01024019718170166 time: 4:28:39.322555
- B/E: 83 / 119 , Gen_loss: -0.3477196 MI_loss: 21.012825 Detection error: 0.010244429111480713 time: 4:28:40.185215
- B/E: 84 / 119 , Gen_loss: -0.35177407 MI_loss: 21.508823 Detection error: 0.010244131088256836 time: 4:28:41.044153
- B/E: 85 / 119 , Gen_loss: -0.3549346 MI_loss: 21.394802 Detection error: 0.01022493839263916 time: 4:28:41.902329
- B/E: 86 / 119 , Gen_loss: -0.35838717 MI_loss: 21.777126 Detection error: 0.010220885276794434 time: 4:28:42.708200
- B/E: 87 / 119 , Gen_loss: -0.35818064 MI_loss: 21.661251 Detection error: 0.010210216045379639 time: 4:28:43.466451
- B/E: 88 / 119 , Gen_loss: -0.35914317 MI_loss: 21.78387 Detection error: 0.010198414325714111 time: 4:28:44.221523
- B/E: 89 / 119 , Gen_loss: -0.3554514 MI_loss: 21.56688 Detection error: 0.010203838348388672 time: 4:28:44.972841
- B/E: 90 / 119 , Gen_loss: -0.3639519 MI_loss: 22.054588 Detection error: 0.01020503044128418 time: 4:28:45.820352
- B/E: 91 / 119 , Gen_loss: -0.34694606 MI_loss: 21.07874 Detection error: 0.010211944580078125 time: 4:28:46.628399
- B/E: 92 / 119 , Gen_loss: -0.35272676 MI_loss: 21.367409 Detection error: 0.01019960641860962 time: 4:28:47.379740
- B/E: 93 / 119 , Gen_loss: -0.35189795 MI_loss: 21.453478 Detection error: 0.010199487209320068 time: 4:28:48.131108
- B/E: 94 / 119 , Gen_loss: -0.34810072 MI_loss: 21.128857 Detection error: 0.01021510362625122 time: 4:28:48.980625
- B/E: 95 / 119 , Gen_loss: -0.35904953 MI_loss: 21.919802 Detection error: 0.010220348834991455 time: 4:28:49.925171
- B/E: 96 / 119 , Gen_loss: -0.3608887 MI_loss: 21.9367 Detection error: 0.010217785835266113 time: 4:28:50.784805
- B/E: 97 / 119 , Gen_loss: -0.37472358 MI_loss: 22.75142 Detection error: 0.010213971138000488 time: 4:28:51.649552
- B/E: 98 / 119 , Gen_loss: -0.34775066 MI_loss: 20.795328 Detection error: 0.010200142860412598 time: 4:28:52.510816
- B/E: 99 / 119 , Gen_loss: -0.34716788 MI_loss: 20.74386 Detection error: 0.010198414325714111 time: 4:28:53.374724
- B/E: 100 / 119 , Gen_loss: -0.35988343 MI_loss: 21.82581 Detection error: 0.01020359992980957 time: 4:28:54.240521
- B/E: 101 / 119 , Gen_loss: -0.362582 MI_loss: 21.818432 Detection error: 0.010207116603851318 time: 4:28:55.106367
- B/E: 102 / 119 , Gen_loss: -0.35615003 MI_loss: 21.789268 Detection error: 0.010207831859588623 time: 4:28:55.963702
- B/E: 103 / 119 , Gen_loss: -0.3556536 MI_loss: 21.544205 Detection error: 0.010207056999206543 time: 4:28:56.827634
- B/E: 104 / 119 , Gen_loss: -0.35334417 MI_loss: 21.412853 Detection error: 0.010211586952209473 time: 4:28:57.687461
- B/E: 105 / 119 , Gen_loss: -0.3577131 MI_loss: 21.745281 Detection error: 0.010206937789916992 time: 4:28:58.557630
- B/E: 106 / 119 , Gen_loss: -0.3522203 MI_loss: 21.433838 Detection error: 0.010207056999206543 time: 4:28:59.417530
- B/E: 107 / 119 , Gen_loss: -0.35768643 MI_loss: 21.745634 Detection error: 0.010209798812866211 time: 4:29:00.288967
- B/E: 108 / 119 , Gen_loss: -0.35704988 MI_loss: 21.56266 Detection error: 0.010219871997833252 time: 4:29:01.071271
- B/E: 109 / 119 , Gen_loss: -0.35545924 MI_loss: 21.518154 Detection error: 0.010216772556304932 time: 4:29:01.824835
- B/E: 110 / 119 , Gen_loss: -0.3469816 MI_loss: 21.112457 Detection error: 0.010210037231445312 time: 4:29:02.637103
- B/E: 111 / 119 , Gen_loss: -0.35944596 MI_loss: 21.637636 Detection error: 0.010201454162597656 time: 4:29:03.508050
- B/E: 112 / 119 , Gen_loss: -0.35676923 MI_loss: 21.700306 Detection error: 0.010205209255218506 time: 4:29:04.309316
- B/E: 113 / 119 , Gen_loss: -0.35753196 MI_loss: 21.877716 Detection error: 0.010208606719970703 time: 4:29:05.070845
- B/E: 114 / 119 , Gen_loss: -0.3599663 MI_loss: 21.841713 Detection error: 0.010211944580078125 time: 4:29:05.834426
- B/E: 115 / 119 , Gen_loss: -0.36502522 MI_loss: 22.168987 Detection error: 0.010205268859863281 time: 4:29:06.607496
- B/E: 116 / 119 , Gen_loss: -0.35893777 MI_loss: 21.932835 Detection error: 0.010208606719970703 time: 4:29:07.448711
- B/E: 117 / 119 , Gen_loss: -0.35159037 MI_loss: 21.284405 Detection error: 0.010209202766418457 time: 4:29:08.305888
- B/E: 118 / 119 , Gen_loss: -0.3516199 MI_loss: 21.404797 Detection error: 0.010206937789916992 time: 4:29:09.164039
- B/E: 119 / 119 , Gen_loss: -0.35722595 MI_loss: 21.715973 Detection error: 0.010202586650848389 time: 4:29:10.024481
- B/E: 120 / 119 , Gen_loss: -0.35219988 MI_loss: 21.316381 Detection error: 0.010204017162322998 time: 4:29:10.882905
- B/E: 121 / 119 , Gen_loss: -0.35676113 MI_loss: 21.530447 Detection error: 0.010204434394836426 time: 4:29:11.740534
- B/E: 122 / 119 , Gen_loss: -0.35568866 MI_loss: 21.501919 Detection error: 0.01019895076751709 time: 4:29:12.517571
- B/E: 123 / 119 , Gen_loss: -0.35608703 MI_loss: 21.516401 Detection error: 0.010195314884185791 time: 4:29:13.269012
- B/E: 124 / 119 , Gen_loss: -0.35789093 MI_loss: 21.754473 Detection error: 0.010193228721618652 time: 4:29:14.021340
- B/E: 125 / 119 , Gen_loss: -0.3551565 MI_loss: 21.473604 Detection error: 0.01019197702407837 time: 4:29:14.772359
- B/E: 126 / 119 , Gen_loss: -0.36147875 MI_loss: 22.06798 Detection error: 0.010201513767242432 time: 4:29:15.526118
- B/E: 127 / 119 , Gen_loss: -0.35638958 MI_loss: 21.622053 Detection error: 0.01020139455795288 time: 4:29:16.475591
- B/E: 128 / 119 , Gen_loss: -0.3546214 MI_loss: 21.53049 Detection error: 0.010208308696746826 time: 4:29:17.336924
- B/E: 129 / 119 , Gen_loss: -0.3515415 MI_loss: 21.432983 Detection error: 0.010216832160949707 time: 4:29:18.162854
- B/E: 130 / 119 , Gen_loss: -0.34860283 MI_loss: 21.145224 Detection error: 0.010222315788269043 time: 4:29:18.917315
- B/E: 131 / 119 , Gen_loss: -0.3514152 MI_loss: 21.189537 Detection error: 0.01022559404373169 time: 4:29:19.665791
- B/E: 132 / 119 , Gen_loss: -0.36582315 MI_loss: 22.236187 Detection error: 0.010220646858215332 time: 4:29:20.506412
- B/E: 133 / 119 , Gen_loss: -0.3550947 MI_loss: 21.614252 Detection error: 0.010226666927337646 time: 4:29:21.365884
- B/E: 134 / 119 , Gen_loss: -0.34907615 MI_loss: 21.288952 Detection error: 0.010232865810394287 time: 4:29:22.216704
- B/E: 135 / 119 , Gen_loss: -0.36035064 MI_loss: 21.628647 Detection error: 0.0102311372756958 time: 4:29:23.049813
- B/E: 136 / 119 , Gen_loss: -0.35588297 MI_loss: 21.62816 Detection error: 0.010235428810119629 time: 4:29:23.804494
- B/E: 137 / 119 , Gen_loss: -0.3448373 MI_loss: 20.878633 Detection error: 0.010238468647003174 time: 4:29:24.556527
- B/E: 138 / 119 , Gen_loss: -0.3610394 MI_loss: 21.954487 Detection error: 0.010244131088256836 time: 4:29:25.306665
- B/E: 139 / 119 , Gen_loss: -0.36725643 MI_loss: 22.16779 Detection error: 0.010248661041259766 time: 4:29:26.090146
- B/E: 140 / 119 , Gen_loss: -0.35290658 MI_loss: 21.335114 Detection error: 0.010250687599182129 time: 4:29:26.844632
- B/E: 141 / 119 , Gen_loss: -0.36697596 MI_loss: 22.144072 Detection error: 0.01024782657623291 time: 4:29:27.682992
- B/E: 142 / 119 , Gen_loss: -0.36519238 MI_loss: 22.04207 Detection error: 0.010243415832519531 time: 4:29:28.541540
- B/E: 143 / 119 , Gen_loss: -0.3618599 MI_loss: 21.838436 Detection error: 0.010237634181976318 time: 4:29:29.488513
- B/E: 144 / 119 , Gen_loss: -0.34794933 MI_loss: 21.070694 Detection error: 0.010249972343444824 time: 4:29:30.351085
- B/E: 145 / 119 , Gen_loss: -0.3529935 MI_loss: 21.26094 Detection error: 0.010254263877868652 time: 4:29:31.211126
- B/E: 146 / 119 , Gen_loss: -0.35743022 MI_loss: 21.4679 Detection error: 0.010255932807922363 time: 4:29:32.071800
- B/E: 147 / 119 , Gen_loss: -0.35344696 MI_loss: 21.38599 Detection error: 0.010258018970489502 time: 4:29:32.931419
- B/E: 148 / 119 , Gen_loss: -0.3579857 MI_loss: 21.519875 Detection error: 0.01026087999343872 time: 4:29:33.725294
- B/E: 149 / 119 , Gen_loss: -0.35402873 MI_loss: 21.442366 Detection error: 0.010268568992614746 time: 4:29:34.478577
-
- Test Loss: 10.458644 Test Error: 0.010924994945526123
- -----
- EPOCH: 120
- B/E: 0 / 120 , Gen_loss: -0.36075336 MI_loss: 21.881624 Detection error: 0.011437475681304932 time: 4:29:36.319530
- B/E: 1 / 120 , Gen_loss: -0.35357207 MI_loss: 21.410357 Detection error: 0.010828137397766113 time: 4:29:51.319788
- B/E: 2 / 120 , Gen_loss: -0.35012418 MI_loss: 21.019333 Detection error: 0.010406255722045898 time: 4:29:52.108845
- B/E: 3 / 120 , Gen_loss: -0.35980982 MI_loss: 21.811935 Detection error: 0.010367214679718018 time: 4:29:52.894632
- B/E: 4 / 120 , Gen_loss: -0.35720754 MI_loss: 21.766987 Detection error: 0.010393738746643066 time: 4:29:53.647607
- B/E: 5 / 120 , Gen_loss: -0.34477812 MI_loss: 20.999456 Detection error: 0.010328114032745361 time: 4:29:54.511044
- B/E: 6 / 120 , Gen_loss: -0.3522602 MI_loss: 21.400513 Detection error: 0.010419666767120361 time: 4:29:55.347814
- B/E: 7 / 120 , Gen_loss: -0.35293406 MI_loss: 21.452114 Detection error: 0.010472655296325684 time: 4:29:56.115236
- B/E: 8 / 120 , Gen_loss: -0.35127845 MI_loss: 21.34216 Detection error: 0.010375022888183594 time: 4:29:56.866442
- B/E: 9 / 120 , Gen_loss: -0.34982854 MI_loss: 21.268627 Detection error: 0.010365605354309082 time: 4:29:57.619011
- B/E: 10 / 120 , Gen_loss: -0.36387005 MI_loss: 22.186213 Detection error: 0.010352253913879395 time: 4:29:58.369662
- B/E: 11 / 120 , Gen_loss: -0.35183805 MI_loss: 21.368637 Detection error: 0.010367214679718018 time: 4:29:59.132567
- B/E: 12 / 120 , Gen_loss: -0.35735375 MI_loss: 21.648472 Detection error: 0.010399043560028076 time: 4:29:59.889357
- B/E: 13 / 120 , Gen_loss: -0.3551862 MI_loss: 21.529451 Detection error: 0.010412931442260742 time: 4:30:00.643323
- B/E: 14 / 120 , Gen_loss: -0.36119282 MI_loss: 21.914297 Detection error: 0.010414600372314453 time: 4:30:01.396142
- B/E: 15 / 120 , Gen_loss: -0.36133757 MI_loss: 21.910217 Detection error: 0.010378897190093994 time: 4:30:02.150370
- B/E: 16 / 120 , Gen_loss: -0.35399634 MI_loss: 21.456158 Detection error: 0.010363996028900146 time: 4:30:02.906912
- B/E: 17 / 120 , Gen_loss: -0.35223392 MI_loss: 21.39936 Detection error: 0.010345458984375 time: 4:30:03.671294
- B/E: 18 / 120 , Gen_loss: -0.34873578 MI_loss: 21.00108 Detection error: 0.010274648666381836 time: 4:30:04.423275
- B/E: 19 / 120 , Gen_loss: -0.34853333 MI_loss: 21.25639 Detection error: 0.010293722152709961 time: 4:30:05.174893
- B/E: 20 / 120 , Gen_loss: -0.36747006 MI_loss: 22.236937 Detection error: 0.010325908660888672 time: 4:30:06.010785
- B/E: 21 / 120 , Gen_loss: -0.34561744 MI_loss: 20.85339 Detection error: 0.010306835174560547 time: 4:30:06.832856
- B/E: 22 / 120 , Gen_loss: -0.36624756 MI_loss: 22.038206 Detection error: 0.010273098945617676 time: 4:30:07.691746
- B/E: 23 / 120 , Gen_loss: -0.36401457 MI_loss: 21.853775 Detection error: 0.010264337062835693 time: 4:30:08.548538
- B/E: 24 / 120 , Gen_loss: -0.354711 MI_loss: 21.387661 Detection error: 0.010285019874572754 time: 4:30:09.408200
- B/E: 25 / 120 , Gen_loss: -0.3561998 MI_loss: 21.446192 Detection error: 0.010282456874847412 time: 4:30:10.266371
- B/E: 26 / 120 , Gen_loss: -0.34934887 MI_loss: 21.27783 Detection error: 0.010332167148590088 time: 4:30:11.125468
- B/E: 27 / 120 , Gen_loss: -0.35299948 MI_loss: 21.428768 Detection error: 0.01035153865814209 time: 4:30:11.983596
- B/E: 28 / 120 , Gen_loss: -0.36024353 MI_loss: 21.745468 Detection error: 0.010362088680267334 time: 4:30:12.847380
- B/E: 29 / 120 , Gen_loss: -0.35347322 MI_loss: 21.410706 Detection error: 0.010376036167144775 time: 4:30:13.656865
- B/E: 30 / 120 , Gen_loss: -0.35172394 MI_loss: 21.400976 Detection error: 0.01036292314529419 time: 4:30:14.423672
- B/E: 31 / 120 , Gen_loss: -0.3567472 MI_loss: 21.517778 Detection error: 0.010327160358428955 time: 4:30:15.173717
- B/E: 32 / 120 , Gen_loss: -0.35027558 MI_loss: 21.227142 Detection error: 0.010345637798309326 time: 4:30:15.936269
- B/E: 33 / 120 , Gen_loss: -0.35511735 MI_loss: 21.607756 Detection error: 0.010316193103790283 time: 4:30:16.693959
- B/E: 34 / 120 , Gen_loss: -0.3562216 MI_loss: 21.560352 Detection error: 0.010311603546142578 time: 4:30:17.446720
- B/E: 35 / 120 , Gen_loss: -0.34385005 MI_loss: 20.84462 Detection error: 0.010295987129211426 time: 4:30:18.200751
- B/E: 36 / 120 , Gen_loss: -0.35563216 MI_loss: 21.624352 Detection error: 0.010297298431396484 time: 4:30:19.150181
- B/E: 37 / 120 , Gen_loss: -0.3609167 MI_loss: 21.760368 Detection error: 0.01029360294342041 time: 4:30:20.046969
- B/E: 38 / 120 , Gen_loss: -0.3462301 MI_loss: 20.910084 Detection error: 0.010301291942596436 time: 4:30:20.906185
- B/E: 39 / 120 , Gen_loss: -0.35990158 MI_loss: 21.822475 Detection error: 0.010296881198883057 time: 4:30:21.713876
- B/E: 40 / 120 , Gen_loss: -0.35217488 MI_loss: 21.417542 Detection error: 0.0102766752243042 time: 4:30:22.474146
- B/E: 41 / 120 , Gen_loss: -0.36083072 MI_loss: 21.960575 Detection error: 0.01027899980545044 time: 4:30:23.245822
- B/E: 42 / 120 , Gen_loss: -0.34749293 MI_loss: 20.962194 Detection error: 0.010252892971038818 time: 4:30:23.998523
- B/E: 43 / 120 , Gen_loss: -0.35852104 MI_loss: 21.674215 Detection error: 0.010273456573486328 time: 4:30:24.866634
- B/E: 44 / 120 , Gen_loss: -0.36220032 MI_loss: 22.126673 Detection error: 0.010285437107086182 time: 4:30:25.673139
- B/E: 45 / 120 , Gen_loss: -0.36431393 MI_loss: 22.106686 Detection error: 0.010283291339874268 time: 4:30:26.456012
- B/E: 46 / 120 , Gen_loss: -0.35487628 MI_loss: 21.597536 Detection error: 0.010289251804351807 time: 4:30:27.206168
- B/E: 47 / 120 , Gen_loss: -0.35236222 MI_loss: 21.337112 Detection error: 0.010281264781951904 time: 4:30:27.956973
- B/E: 48 / 120 , Gen_loss: -0.3586864 MI_loss: 21.7982 Detection error: 0.01030421257019043 time: 4:30:28.710896
- B/E: 49 / 120 , Gen_loss: -0.35703802 MI_loss: 21.744963 Detection error: 0.01030874252319336 time: 4:30:29.479968
- B/E: 50 / 120 , Gen_loss: -0.36166975 MI_loss: 21.914146 Detection error: 0.010319828987121582 time: 4:30:30.342742
- B/E: 51 / 120 , Gen_loss: -0.3553645 MI_loss: 21.574848 Detection error: 0.01031792163848877 time: 4:30:31.200763
- B/E: 52 / 120 , Gen_loss: -0.36033976 MI_loss: 21.896326 Detection error: 0.010310113430023193 time: 4:30:32.157455
- B/E: 53 / 120 , Gen_loss: -0.35995162 MI_loss: 21.808739 Detection error: 0.010317683219909668 time: 4:30:33.027721
- B/E: 54 / 120 , Gen_loss: -0.35746634 MI_loss: 21.739735 Detection error: 0.01031649112701416 time: 4:30:33.885807
- B/E: 55 / 120 , Gen_loss: -0.34525937 MI_loss: 21.003565 Detection error: 0.010298013687133789 time: 4:30:34.743588
- B/E: 56 / 120 , Gen_loss: -0.35469714 MI_loss: 21.452995 Detection error: 0.01028507947921753 time: 4:30:35.604633
- B/E: 57 / 120 , Gen_loss: -0.35725266 MI_loss: 21.620514 Detection error: 0.0102769136428833 time: 4:30:36.466607
- B/E: 58 / 120 , Gen_loss: -0.36144736 MI_loss: 21.863884 Detection error: 0.01026219129562378 time: 4:30:37.325495
- B/E: 59 / 120 , Gen_loss: -0.351631 MI_loss: 21.34427 Detection error: 0.010293245315551758 time: 4:30:38.185264
- B/E: 60 / 120 , Gen_loss: -0.35631618 MI_loss: 21.456848 Detection error: 0.010280728340148926 time: 4:30:39.043761
- B/E: 61 / 120 , Gen_loss: -0.35056835 MI_loss: 21.34141 Detection error: 0.010277748107910156 time: 4:30:39.906240
- B/E: 62 / 120 , Gen_loss: -0.3595828 MI_loss: 21.922295 Detection error: 0.010289192199707031 time: 4:30:40.692729
- B/E: 63 / 120 , Gen_loss: -0.35106444 MI_loss: 21.326878 Detection error: 0.010292470455169678 time: 4:30:41.447798
- B/E: 64 / 120 , Gen_loss: -0.34182268 MI_loss: 20.704323 Detection error: 0.010285556316375732 time: 4:30:42.196750
- B/E: 65 / 120 , Gen_loss: -0.3545755 MI_loss: 21.456274 Detection error: 0.010278880596160889 time: 4:30:42.963250
- B/E: 66 / 120 , Gen_loss: -0.36046824 MI_loss: 21.95468 Detection error: 0.010279834270477295 time: 4:30:43.714904
- B/E: 67 / 120 , Gen_loss: -0.35650668 MI_loss: 21.599468 Detection error: 0.01026242971420288 time: 4:30:44.466681
- B/E: 68 / 120 , Gen_loss: -0.36178058 MI_loss: 22.062252 Detection error: 0.01026904582977295 time: 4:30:45.382881
- B/E: 69 / 120 , Gen_loss: -0.34719744 MI_loss: 20.953514 Detection error: 0.01027590036392212 time: 4:30:46.215572
- B/E: 70 / 120 , Gen_loss: -0.3669295 MI_loss: 22.165224 Detection error: 0.010271131992340088 time: 4:30:46.967770
- B/E: 71 / 120 , Gen_loss: -0.35877603 MI_loss: 21.853031 Detection error: 0.010274291038513184 time: 4:30:47.722986
- B/E: 72 / 120 , Gen_loss: -0.36327422 MI_loss: 21.908878 Detection error: 0.010270118713378906 time: 4:30:48.474749
- B/E: 73 / 120 , Gen_loss: -0.35366353 MI_loss: 21.404213 Detection error: 0.010272383689880371 time: 4:30:49.225958
- B/E: 74 / 120 , Gen_loss: -0.35159323 MI_loss: 21.301844 Detection error: 0.010263323783874512 time: 4:30:49.980400
- B/E: 75 / 120 , Gen_loss: -0.36147884 MI_loss: 22.07863 Detection error: 0.010256588459014893 time: 4:30:50.732226
- B/E: 76 / 120 , Gen_loss: -0.3464538 MI_loss: 20.92526 Detection error: 0.010263800621032715 time: 4:30:51.483900
- B/E: 77 / 120 , Gen_loss: -0.36619458 MI_loss: 22.110794 Detection error: 0.010260403156280518 time: 4:30:52.235671
- B/E: 78 / 120 , Gen_loss: -0.34368667 MI_loss: 20.762049 Detection error: 0.010259091854095459 time: 4:30:52.992479
- B/E: 79 / 120 , Gen_loss: -0.35645193 MI_loss: 21.731997 Detection error: 0.010266005992889404 time: 4:30:53.746912
- B/E: 80 / 120 , Gen_loss: -0.3480879 MI_loss: 21.022411 Detection error: 0.010272741317749023 time: 4:30:54.498329
- B/E: 81 / 120 , Gen_loss: -0.34955782 MI_loss: 21.317282 Detection error: 0.010264873504638672 time: 4:30:55.269147
- B/E: 82 / 120 , Gen_loss: -0.35852608 MI_loss: 21.746843 Detection error: 0.010261297225952148 time: 4:30:56.025038
- B/E: 83 / 120 , Gen_loss: -0.3538928 MI_loss: 21.32175 Detection error: 0.01026153564453125 time: 4:30:56.813446
- B/E: 84 / 120 , Gen_loss: -0.35648715 MI_loss: 21.66851 Detection error: 0.010258078575134277 time: 4:30:57.644242
- B/E: 85 / 120 , Gen_loss: -0.35482112 MI_loss: 21.28062 Detection error: 0.010244190692901611 time: 4:30:58.398267
- B/E: 86 / 120 , Gen_loss: -0.3587277 MI_loss: 21.752468 Detection error: 0.010242104530334473 time: 4:30:59.192123
- B/E: 87 / 120 , Gen_loss: -0.35754105 MI_loss: 21.530027 Detection error: 0.01023012399673462 time: 4:30:59.986315
- B/E: 88 / 120 , Gen_loss: -0.34807295 MI_loss: 21.119022 Detection error: 0.010219097137451172 time: 4:31:00.739428
- B/E: 89 / 120 , Gen_loss: -0.33991304 MI_loss: 20.628847 Detection error: 0.010229170322418213 time: 4:31:01.492543
- B/E: 90 / 120 , Gen_loss: -0.35783458 MI_loss: 21.622093 Detection error: 0.010224580764770508 time: 4:31:02.244269
- B/E: 91 / 120 , Gen_loss: -0.34563902 MI_loss: 20.99224 Detection error: 0.010231971740722656 time: 4:31:02.997509
- B/E: 92 / 120 , Gen_loss: -0.34633905 MI_loss: 20.801731 Detection error: 0.010217428207397461 time: 4:31:03.752270
- B/E: 93 / 120 , Gen_loss: -0.3545427 MI_loss: 21.474789 Detection error: 0.010217726230621338 time: 4:31:04.529183
- B/E: 94 / 120 , Gen_loss: -0.35274145 MI_loss: 21.552439 Detection error: 0.010231554508209229 time: 4:31:05.409575
- B/E: 95 / 120 , Gen_loss: -0.35055256 MI_loss: 21.411371 Detection error: 0.010236978530883789 time: 4:31:06.198944
- B/E: 96 / 120 , Gen_loss: -0.3511277 MI_loss: 21.216026 Detection error: 0.010234534740447998 time: 4:31:06.955186
- B/E: 97 / 120 , Gen_loss: -0.36200306 MI_loss: 21.868484 Detection error: 0.01022416353225708 time: 4:31:07.704147
- B/E: 98 / 120 , Gen_loss: -0.35568914 MI_loss: 21.584576 Detection error: 0.010216236114501953 time: 4:31:08.457540
- B/E: 99 / 120 , Gen_loss: -0.35243806 MI_loss: 21.311825 Detection error: 0.010212182998657227 time: 4:31:09.210886
- B/E: 100 / 120 , Gen_loss: -0.3626215 MI_loss: 21.995525 Detection error: 0.010216593742370605 time: 4:31:10.183216
- B/E: 101 / 120 , Gen_loss: -0.3513803 MI_loss: 21.21865 Detection error: 0.010217845439910889 time: 4:31:11.044725
- B/E: 102 / 120 , Gen_loss: -0.35704696 MI_loss: 21.748707 Detection error: 0.010221779346466064 time: 4:31:11.840064
- B/E: 103 / 120 , Gen_loss: -0.36322668 MI_loss: 21.991037 Detection error: 0.01021963357925415 time: 4:31:12.592622
- B/E: 104 / 120 , Gen_loss: -0.3602107 MI_loss: 21.774414 Detection error: 0.010223805904388428 time: 4:31:13.344393
- B/E: 105 / 120 , Gen_loss: -0.35828617 MI_loss: 21.74244 Detection error: 0.010216951370239258 time: 4:31:14.101821
- B/E: 106 / 120 , Gen_loss: -0.348655 MI_loss: 21.063507 Detection error: 0.01021641492843628 time: 4:31:14.850579
- B/E: 107 / 120 , Gen_loss: -0.36289677 MI_loss: 22.2282 Detection error: 0.010222792625427246 time: 4:31:15.607515
- B/E: 108 / 120 , Gen_loss: -0.3580341 MI_loss: 21.838781 Detection error: 0.010225057601928711 time: 4:31:16.360741
- B/E: 109 / 120 , Gen_loss: -0.36075124 MI_loss: 21.835897 Detection error: 0.010221898555755615 time: 4:31:17.112744
- B/E: 110 / 120 , Gen_loss: -0.3638922 MI_loss: 21.761515 Detection error: 0.01020890474319458 time: 4:31:17.959743
- B/E: 111 / 120 , Gen_loss: -0.35289872 MI_loss: 21.53603 Detection error: 0.010205626487731934 time: 4:31:18.817120
- B/E: 112 / 120 , Gen_loss: -0.3596596 MI_loss: 21.730839 Detection error: 0.010207414627075195 time: 4:31:19.674265
- B/E: 113 / 120 , Gen_loss: -0.37328598 MI_loss: 22.767015 Detection error: 0.010211050510406494 time: 4:31:20.535051
- B/E: 114 / 120 , Gen_loss: -0.35883915 MI_loss: 21.812502 Detection error: 0.010214149951934814 time: 4:31:21.362520
- B/E: 115 / 120 , Gen_loss: -0.34903547 MI_loss: 20.989426 Detection error: 0.01020824909210205 time: 4:31:22.220363
- B/E: 116 / 120 , Gen_loss: -0.3538976 MI_loss: 21.479248 Detection error: 0.010209918022155762 time: 4:31:23.170547
- B/E: 117 / 120 , Gen_loss: -0.34248844 MI_loss: 20.945082 Detection error: 0.010210514068603516 time: 4:31:24.033404
- B/E: 118 / 120 , Gen_loss: -0.36291936 MI_loss: 21.935877 Detection error: 0.010204851627349854 time: 4:31:24.894698
- B/E: 119 / 120 , Gen_loss: -0.35331336 MI_loss: 21.416922 Detection error: 0.010203361511230469 time: 4:31:25.754863
- B/E: 120 / 120 , Gen_loss: -0.35156614 MI_loss: 21.429703 Detection error: 0.010203540325164795 time: 4:31:26.613191
- B/E: 121 / 120 , Gen_loss: -0.35707617 MI_loss: 21.59403 Detection error: 0.01020824909210205 time: 4:31:27.477797
- B/E: 122 / 120 , Gen_loss: -0.36165604 MI_loss: 21.866955 Detection error: 0.010204493999481201 time: 4:31:28.336009
- B/E: 123 / 120 , Gen_loss: -0.35574448 MI_loss: 21.566986 Detection error: 0.01019507646560669 time: 4:31:29.193447
- B/E: 124 / 120 , Gen_loss: -0.35666195 MI_loss: 21.54312 Detection error: 0.010196268558502197 time: 4:31:30.060543
- B/E: 125 / 120 , Gen_loss: -0.36663368 MI_loss: 22.244804 Detection error: 0.010196208953857422 time: 4:31:30.927967
- B/E: 126 / 120 , Gen_loss: -0.3550891 MI_loss: 21.615002 Detection error: 0.010203957557678223 time: 4:31:31.790118
- B/E: 127 / 120 , Gen_loss: -0.34515083 MI_loss: 20.883316 Detection error: 0.010202407836914062 time: 4:31:32.651485
- B/E: 128 / 120 , Gen_loss: -0.36508185 MI_loss: 22.265383 Detection error: 0.010207831859588623 time: 4:31:33.547555
- B/E: 129 / 120 , Gen_loss: -0.35884234 MI_loss: 21.758383 Detection error: 0.010213971138000488 time: 4:31:34.411212
- B/E: 130 / 120 , Gen_loss: -0.35338536 MI_loss: 21.344282 Detection error: 0.010221362113952637 time: 4:31:35.271053
- B/E: 131 / 120 , Gen_loss: -0.36178094 MI_loss: 21.995358 Detection error: 0.0102272629737854 time: 4:31:36.142231
- B/E: 132 / 120 , Gen_loss: -0.354605 MI_loss: 21.308823 Detection error: 0.010219693183898926 time: 4:31:37.050416
- B/E: 133 / 120 , Gen_loss: -0.35496736 MI_loss: 21.535215 Detection error: 0.010226190090179443 time: 4:31:37.805186
- B/E: 134 / 120 , Gen_loss: -0.36029017 MI_loss: 21.837727 Detection error: 0.010232627391815186 time: 4:31:38.558575
- B/E: 135 / 120 , Gen_loss: -0.3663849 MI_loss: 22.193129 Detection error: 0.01023411750793457 time: 4:31:39.309323
- B/E: 136 / 120 , Gen_loss: -0.35834518 MI_loss: 21.662699 Detection error: 0.010235607624053955 time: 4:31:40.061611
- B/E: 137 / 120 , Gen_loss: -0.36018988 MI_loss: 21.815535 Detection error: 0.010239601135253906 time: 4:31:40.935152
- B/E: 138 / 120 , Gen_loss: -0.3620517 MI_loss: 21.979908 Detection error: 0.010243713855743408 time: 4:31:41.793942
- B/E: 139 / 120 , Gen_loss: -0.36567807 MI_loss: 22.193275 Detection error: 0.010249078273773193 time: 4:31:42.654365
- B/E: 140 / 120 , Gen_loss: -0.33849052 MI_loss: 20.553244 Detection error: 0.010248899459838867 time: 4:31:43.524794
- B/E: 141 / 120 , Gen_loss: -0.3612596 MI_loss: 21.775387 Detection error: 0.010247111320495605 time: 4:31:44.339264
- B/E: 142 / 120 , Gen_loss: -0.36532107 MI_loss: 22.195515 Detection error: 0.01024472713470459 time: 4:31:45.183265
- B/E: 143 / 120 , Gen_loss: -0.3601518 MI_loss: 21.86958 Detection error: 0.010245442390441895 time: 4:31:46.043371
- B/E: 144 / 120 , Gen_loss: -0.35008577 MI_loss: 21.26688 Detection error: 0.01024937629699707 time: 4:31:46.900887
- B/E: 145 / 120 , Gen_loss: -0.3551814 MI_loss: 21.488232 Detection error: 0.010256826877593994 time: 4:31:47.761947
- B/E: 146 / 120 , Gen_loss: -0.36037898 MI_loss: 21.794752 Detection error: 0.010259151458740234 time: 4:31:48.619685
- B/E: 147 / 120 , Gen_loss: -0.3656245 MI_loss: 22.068192 Detection error: 0.010262012481689453 time: 4:31:49.477439
- B/E: 148 / 120 , Gen_loss: -0.36596006 MI_loss: 22.188644 Detection error: 0.010263621807098389 time: 4:31:50.419854
- B/E: 149 / 120 , Gen_loss: -0.3576862 MI_loss: 21.684446 Detection error: 0.010273516178131104 time: 4:31:51.281467
-
- Test Loss: 10.448133 Test Error: 0.010908305644989014
- -----
- EPOCH: 121
- B/E: 0 / 121 , Gen_loss: -0.3571415 MI_loss: 21.553225 Detection error: 0.011093735694885254 time: 4:31:53.262150
- B/E: 1 / 121 , Gen_loss: -0.35287422 MI_loss: 21.42366 Detection error: 0.010843753814697266 time: 4:32:08.488841
- B/E: 2 / 121 , Gen_loss: -0.35253322 MI_loss: 21.35299 Detection error: 0.010343730449676514 time: 4:32:09.413503
- B/E: 3 / 121 , Gen_loss: -0.35903636 MI_loss: 21.718386 Detection error: 0.010367214679718018 time: 4:32:10.216468
- B/E: 4 / 121 , Gen_loss: -0.36044756 MI_loss: 21.892017 Detection error: 0.010231256484985352 time: 4:32:10.971356
- B/E: 5 / 121 , Gen_loss: -0.3454144 MI_loss: 21.120178 Detection error: 0.010244786739349365 time: 4:32:11.722696
- B/E: 6 / 121 , Gen_loss: -0.37412548 MI_loss: 22.87088 Detection error: 0.010441958904266357 time: 4:32:12.507532
- B/E: 7 / 121 , Gen_loss: -0.35443318 MI_loss: 21.400694 Detection error: 0.010324239730834961 time: 4:32:13.291754
- B/E: 8 / 121 , Gen_loss: -0.35838977 MI_loss: 21.82105 Detection error: 0.010312497615814209 time: 4:32:14.102309
- B/E: 9 / 121 , Gen_loss: -0.35517755 MI_loss: 21.629486 Detection error: 0.010249972343444824 time: 4:32:14.931538
- B/E: 10 / 121 , Gen_loss: -0.36530924 MI_loss: 22.164087 Detection error: 0.010284066200256348 time: 4:32:15.787499
- B/E: 11 / 121 , Gen_loss: -0.35824957 MI_loss: 21.632956 Detection error: 0.010343730449676514 time: 4:32:16.555303
- B/E: 12 / 121 , Gen_loss: -0.3535131 MI_loss: 21.360062 Detection error: 0.01037740707397461 time: 4:32:17.306491
- B/E: 13 / 121 , Gen_loss: -0.362202 MI_loss: 21.98719 Detection error: 0.010386168956756592 time: 4:32:18.056167
- B/E: 14 / 121 , Gen_loss: -0.35718337 MI_loss: 21.535849 Detection error: 0.010335445404052734 time: 4:32:18.805083
- B/E: 15 / 121 , Gen_loss: -0.3615652 MI_loss: 21.916456 Detection error: 0.010349631309509277 time: 4:32:19.572821
- B/E: 16 / 121 , Gen_loss: -0.36242762 MI_loss: 21.932209 Detection error: 0.010303318500518799 time: 4:32:20.326766
- B/E: 17 / 121 , Gen_loss: -0.35303244 MI_loss: 21.321653 Detection error: 0.010293424129486084 time: 4:32:21.083095
- B/E: 18 / 121 , Gen_loss: -0.3597421 MI_loss: 21.653366 Detection error: 0.010225355625152588 time: 4:32:21.955952
- B/E: 19 / 121 , Gen_loss: -0.35918522 MI_loss: 21.85203 Detection error: 0.010235965251922607 time: 4:32:22.816900
- B/E: 20 / 121 , Gen_loss: -0.3435773 MI_loss: 20.839062 Detection error: 0.01024705171585083 time: 4:32:23.690951
- B/E: 21 / 121 , Gen_loss: -0.35966423 MI_loss: 21.84573 Detection error: 0.010254263877868652 time: 4:32:24.548435
- B/E: 22 / 121 , Gen_loss: -0.35543883 MI_loss: 21.513693 Detection error: 0.010228276252746582 time: 4:32:25.405176
- B/E: 23 / 121 , Gen_loss: -0.35622993 MI_loss: 21.631262 Detection error: 0.010229170322418213 time: 4:32:26.283735
- B/E: 24 / 121 , Gen_loss: -0.35261855 MI_loss: 21.294996 Detection error: 0.01025623083114624 time: 4:32:27.143507
- B/E: 25 / 121 , Gen_loss: -0.3516011 MI_loss: 21.154552 Detection error: 0.010236799716949463 time: 4:32:28.006006
- B/E: 26 / 121 , Gen_loss: -0.3503281 MI_loss: 21.432236 Detection error: 0.010307848453521729 time: 4:32:28.790008
- B/E: 27 / 121 , Gen_loss: -0.3605861 MI_loss: 21.90393 Detection error: 0.010296881198883057 time: 4:32:29.548070
- B/E: 28 / 121 , Gen_loss: -0.35110924 MI_loss: 21.26368 Detection error: 0.01030278205871582 time: 4:32:30.301040
- B/E: 29 / 121 , Gen_loss: -0.3485671 MI_loss: 21.09366 Detection error: 0.010326027870178223 time: 4:32:31.095293
- B/E: 30 / 121 , Gen_loss: -0.3506038 MI_loss: 21.283869 Detection error: 0.010292351245880127 time: 4:32:31.955958
- B/E: 31 / 121 , Gen_loss: -0.35583186 MI_loss: 21.571657 Detection error: 0.01027536392211914 time: 4:32:32.821707
- B/E: 32 / 121 , Gen_loss: -0.35456923 MI_loss: 21.343649 Detection error: 0.010265171527862549 time: 4:32:33.711951
- B/E: 33 / 121 , Gen_loss: -0.3567683 MI_loss: 21.512592 Detection error: 0.010237157344818115 time: 4:32:34.570973
- B/E: 34 / 121 , Gen_loss: -0.35652298 MI_loss: 21.64553 Detection error: 0.010235726833343506 time: 4:32:35.429324
- B/E: 35 / 121 , Gen_loss: -0.3647168 MI_loss: 21.949348 Detection error: 0.01021265983581543 time: 4:32:36.297603
- B/E: 36 / 121 , Gen_loss: -0.3524932 MI_loss: 21.40946 Detection error: 0.010207772254943848 time: 4:32:37.090207
- B/E: 37 / 121 , Gen_loss: -0.35907048 MI_loss: 21.650442 Detection error: 0.010200679302215576 time: 4:32:37.841903
- B/E: 38 / 121 , Gen_loss: -0.35257 MI_loss: 21.350786 Detection error: 0.010231554508209229 time: 4:32:38.592329
- B/E: 39 / 121 , Gen_loss: -0.35871843 MI_loss: 21.650242 Detection error: 0.010226547718048096 time: 4:32:39.446217
- B/E: 40 / 121 , Gen_loss: -0.36023515 MI_loss: 21.770521 Detection error: 0.010210394859313965 time: 4:32:40.255064
- B/E: 41 / 121 , Gen_loss: -0.3557905 MI_loss: 21.551853 Detection error: 0.010207593441009521 time: 4:32:41.213455
- B/E: 42 / 121 , Gen_loss: -0.3462095 MI_loss: 21.067867 Detection error: 0.010188937187194824 time: 4:32:42.074978
- B/E: 43 / 121 , Gen_loss: -0.35087496 MI_loss: 21.251478 Detection error: 0.010200262069702148 time: 4:32:42.938045
- B/E: 44 / 121 , Gen_loss: -0.35223272 MI_loss: 21.540503 Detection error: 0.010210394859313965 time: 4:32:43.799392
- B/E: 45 / 121 , Gen_loss: -0.36065325 MI_loss: 21.82072 Detection error: 0.01021265983581543 time: 4:32:44.658131
- B/E: 46 / 121 , Gen_loss: -0.35326374 MI_loss: 21.40271 Detection error: 0.010211408138275146 time: 4:32:45.525147
- B/E: 47 / 121 , Gen_loss: -0.3523475 MI_loss: 21.385654 Detection error: 0.010225892066955566 time: 4:32:46.390322
- B/E: 48 / 121 , Gen_loss: -0.35895512 MI_loss: 21.631664 Detection error: 0.010236620903015137 time: 4:32:47.251226
- B/E: 49 / 121 , Gen_loss: -0.35610926 MI_loss: 21.60743 Detection error: 0.010245025157928467 time: 4:32:48.061486
- B/E: 50 / 121 , Gen_loss: -0.34499615 MI_loss: 20.870783 Detection error: 0.010243237018585205 time: 4:32:48.838537
- B/E: 51 / 121 , Gen_loss: -0.35461888 MI_loss: 21.58622 Detection error: 0.010249972343444824 time: 4:32:49.611561
- B/E: 52 / 121 , Gen_loss: -0.3516017 MI_loss: 21.181911 Detection error: 0.01024705171585083 time: 4:32:50.388831
- B/E: 53 / 121 , Gen_loss: -0.361925 MI_loss: 21.84651 Detection error: 0.010259866714477539 time: 4:32:51.141984
- B/E: 54 / 121 , Gen_loss: -0.3626096 MI_loss: 21.91268 Detection error: 0.010253429412841797 time: 4:32:51.893586
- B/E: 55 / 121 , Gen_loss: -0.35107148 MI_loss: 21.349783 Detection error: 0.010237157344818115 time: 4:32:52.678434
- B/E: 56 / 121 , Gen_loss: -0.35243344 MI_loss: 21.34026 Detection error: 0.010223150253295898 time: 4:32:53.428480
- B/E: 57 / 121 , Gen_loss: -0.36105445 MI_loss: 21.95702 Detection error: 0.010225772857666016 time: 4:32:54.400618
- B/E: 58 / 121 , Gen_loss: -0.34963533 MI_loss: 21.243568 Detection error: 0.010216116905212402 time: 4:32:55.259777
- B/E: 59 / 121 , Gen_loss: -0.34830257 MI_loss: 21.250113 Detection error: 0.010239064693450928 time: 4:32:56.121943
- B/E: 60 / 121 , Gen_loss: -0.35389143 MI_loss: 21.338491 Detection error: 0.01023721694946289 time: 4:32:56.981463
- B/E: 61 / 121 , Gen_loss: -0.3472459 MI_loss: 21.206896 Detection error: 0.010237932205200195 time: 4:32:57.840320
- B/E: 62 / 121 , Gen_loss: -0.36506015 MI_loss: 22.221504 Detection error: 0.010247528553009033 time: 4:32:58.700236
- B/E: 63 / 121 , Gen_loss: -0.35314018 MI_loss: 21.229176 Detection error: 0.010242700576782227 time: 4:32:59.563586
- B/E: 64 / 121 , Gen_loss: -0.3513589 MI_loss: 21.415554 Detection error: 0.0102461576461792 time: 4:33:00.425467
- B/E: 65 / 121 , Gen_loss: -0.36066332 MI_loss: 21.783646 Detection error: 0.010235786437988281 time: 4:33:01.285936
- B/E: 66 / 121 , Gen_loss: -0.3614197 MI_loss: 21.94183 Detection error: 0.01023554801940918 time: 4:33:02.146787
- B/E: 67 / 121 , Gen_loss: -0.3658979 MI_loss: 22.132437 Detection error: 0.01022106409072876 time: 4:33:03.009240
- B/E: 68 / 121 , Gen_loss: -0.34465677 MI_loss: 20.884274 Detection error: 0.010228276252746582 time: 4:33:03.875138
- B/E: 69 / 121 , Gen_loss: -0.36382332 MI_loss: 21.96994 Detection error: 0.010233461856842041 time: 4:33:04.749026
- B/E: 70 / 121 , Gen_loss: -0.364457 MI_loss: 22.092932 Detection error: 0.010232806205749512 time: 4:33:05.613665
- B/E: 71 / 121 , Gen_loss: -0.3464624 MI_loss: 21.148258 Detection error: 0.010236084461212158 time: 4:33:06.478540
- B/E: 72 / 121 , Gen_loss: -0.35778657 MI_loss: 21.732937 Detection error: 0.01023244857788086 time: 4:33:07.335938
- B/E: 73 / 121 , Gen_loss: -0.355995 MI_loss: 21.594679 Detection error: 0.010223388671875 time: 4:33:08.277636
- B/E: 74 / 121 , Gen_loss: -0.36346984 MI_loss: 22.13797 Detection error: 0.010226249694824219 time: 4:33:09.144354
- B/E: 75 / 121 , Gen_loss: -0.35272455 MI_loss: 21.335724 Detection error: 0.010216295719146729 time: 4:33:10.008109
- B/E: 76 / 121 , Gen_loss: -0.3549571 MI_loss: 21.571087 Detection error: 0.010218322277069092 time: 4:33:10.869131
- B/E: 77 / 121 , Gen_loss: -0.35264874 MI_loss: 21.390472 Detection error: 0.01021355390548706 time: 4:33:11.731902
- B/E: 78 / 121 , Gen_loss: -0.36326766 MI_loss: 22.156546 Detection error: 0.010207653045654297 time: 4:33:12.596214
- B/E: 79 / 121 , Gen_loss: -0.36010817 MI_loss: 21.871445 Detection error: 0.010230064392089844 time: 4:33:13.401689
- B/E: 80 / 121 , Gen_loss: -0.3558454 MI_loss: 21.524818 Detection error: 0.010234951972961426 time: 4:33:14.160679
- B/E: 81 / 121 , Gen_loss: -0.3522123 MI_loss: 21.354044 Detection error: 0.010219871997833252 time: 4:33:15.020397
- B/E: 82 / 121 , Gen_loss: -0.348666 MI_loss: 21.07962 Detection error: 0.010220229625701904 time: 4:33:15.885330
- B/E: 83 / 121 , Gen_loss: -0.35942703 MI_loss: 21.758942 Detection error: 0.010224699974060059 time: 4:33:16.743654
- B/E: 84 / 121 , Gen_loss: -0.34992892 MI_loss: 21.173588 Detection error: 0.010211050510406494 time: 4:33:17.601146
- B/E: 85 / 121 , Gen_loss: -0.3645083 MI_loss: 22.091389 Detection error: 0.010197699069976807 time: 4:33:18.460026
- B/E: 86 / 121 , Gen_loss: -0.3547203 MI_loss: 21.310917 Detection error: 0.010198652744293213 time: 4:33:19.330718
- B/E: 87 / 121 , Gen_loss: -0.35839912 MI_loss: 21.489878 Detection error: 0.010182499885559082 time: 4:33:20.189339
- B/E: 88 / 121 , Gen_loss: -0.35889208 MI_loss: 21.877264 Detection error: 0.010177314281463623 time: 4:33:21.047172
- B/E: 89 / 121 , Gen_loss: -0.36188594 MI_loss: 21.850098 Detection error: 0.010184705257415771 time: 4:33:21.995605
- B/E: 90 / 121 , Gen_loss: -0.35743767 MI_loss: 21.631193 Detection error: 0.010183393955230713 time: 4:33:22.863049
- B/E: 91 / 121 , Gen_loss: -0.35021204 MI_loss: 21.236061 Detection error: 0.010187149047851562 time: 4:33:23.727722
- B/E: 92 / 121 , Gen_loss: -0.35644525 MI_loss: 21.505991 Detection error: 0.010181427001953125 time: 4:33:24.586662
- B/E: 93 / 121 , Gen_loss: -0.35684904 MI_loss: 21.6675 Detection error: 0.010180532932281494 time: 4:33:25.467215
- B/E: 94 / 121 , Gen_loss: -0.35508826 MI_loss: 21.425219 Detection error: 0.010192453861236572 time: 4:33:26.342825
- B/E: 95 / 121 , Gen_loss: -0.35468465 MI_loss: 21.636026 Detection error: 0.010198593139648438 time: 4:33:27.204492
- B/E: 96 / 121 , Gen_loss: -0.35612744 MI_loss: 21.600735 Detection error: 0.010193943977355957 time: 4:33:28.067009
- B/E: 97 / 121 , Gen_loss: -0.3590836 MI_loss: 21.823772 Detection error: 0.010187804698944092 time: 4:33:28.946705
- B/E: 98 / 121 , Gen_loss: -0.35978386 MI_loss: 21.723312 Detection error: 0.010176122188568115 time: 4:33:29.807583
- B/E: 99 / 121 , Gen_loss: -0.35634354 MI_loss: 21.58683 Detection error: 0.010174691677093506 time: 4:33:30.669457
- B/E: 100 / 121 , Gen_loss: -0.35749525 MI_loss: 21.603584 Detection error: 0.01017850637435913 time: 4:33:31.529654
- B/E: 101 / 121 , Gen_loss: -0.3520898 MI_loss: 21.489435 Detection error: 0.010183513164520264 time: 4:33:32.389789
- B/E: 102 / 121 , Gen_loss: -0.34261063 MI_loss: 20.728388 Detection error: 0.010184764862060547 time: 4:33:33.256297
- B/E: 103 / 121 , Gen_loss: -0.36186236 MI_loss: 21.970806 Detection error: 0.01018059253692627 time: 4:33:34.116611
- B/E: 104 / 121 , Gen_loss: -0.36189193 MI_loss: 21.932503 Detection error: 0.010184228420257568 time: 4:33:34.976846
- B/E: 105 / 121 , Gen_loss: -0.34508812 MI_loss: 20.93365 Detection error: 0.010180413722991943 time: 4:33:35.938985
- B/E: 106 / 121 , Gen_loss: -0.35222295 MI_loss: 21.439367 Detection error: 0.01018601655960083 time: 4:33:36.798911
- B/E: 107 / 121 , Gen_loss: -0.3664084 MI_loss: 22.34355 Detection error: 0.010188937187194824 time: 4:33:37.659719
- B/E: 108 / 121 , Gen_loss: -0.35667175 MI_loss: 21.648693 Detection error: 0.01019066572189331 time: 4:33:38.522832
- B/E: 109 / 121 , Gen_loss: -0.36312383 MI_loss: 21.894413 Detection error: 0.010188043117523193 time: 4:33:39.385032
- B/E: 110 / 121 , Gen_loss: -0.35057008 MI_loss: 21.098957 Detection error: 0.010180175304412842 time: 4:33:40.244245
- B/E: 111 / 121 , Gen_loss: -0.36902618 MI_loss: 22.294085 Detection error: 0.010175526142120361 time: 4:33:41.104333
- B/E: 112 / 121 , Gen_loss: -0.36262918 MI_loss: 21.960878 Detection error: 0.010177254676818848 time: 4:33:41.967349
- B/E: 113 / 121 , Gen_loss: -0.36079422 MI_loss: 21.970768 Detection error: 0.010186970233917236 time: 4:33:42.832855
- B/E: 114 / 121 , Gen_loss: -0.34828222 MI_loss: 21.198286 Detection error: 0.010181784629821777 time: 4:33:43.693009
- B/E: 115 / 121 , Gen_loss: -0.35088134 MI_loss: 21.355965 Detection error: 0.0101853609085083 time: 4:33:44.557244
- B/E: 116 / 121 , Gen_loss: -0.35837182 MI_loss: 21.72139 Detection error: 0.01018214225769043 time: 4:33:45.348707
- B/E: 117 / 121 , Gen_loss: -0.34616032 MI_loss: 21.10505 Detection error: 0.01018989086151123 time: 4:33:46.106034
- B/E: 118 / 121 , Gen_loss: -0.36004603 MI_loss: 21.69155 Detection error: 0.010177016258239746 time: 4:33:46.870717
- B/E: 119 / 121 , Gen_loss: -0.35068977 MI_loss: 21.177586 Detection error: 0.01018071174621582 time: 4:33:47.623858
- B/E: 120 / 121 , Gen_loss: -0.35944548 MI_loss: 21.805569 Detection error: 0.010179996490478516 time: 4:33:48.375263
- B/E: 121 / 121 , Gen_loss: -0.3564209 MI_loss: 21.666391 Detection error: 0.010183155536651611 time: 4:33:49.211055
- B/E: 122 / 121 , Gen_loss: -0.376771 MI_loss: 22.79087 Detection error: 0.010176301002502441 time: 4:33:49.965135
- B/E: 123 / 121 , Gen_loss: -0.35852516 MI_loss: 21.773941 Detection error: 0.01017063856124878 time: 4:33:50.718227
- B/E: 124 / 121 , Gen_loss: -0.35956478 MI_loss: 21.825941 Detection error: 0.010172486305236816 time: 4:33:51.470686
- B/E: 125 / 121 , Gen_loss: -0.350277 MI_loss: 21.161707 Detection error: 0.010171353816986084 time: 4:33:52.225068
- B/E: 126 / 121 , Gen_loss: -0.35610303 MI_loss: 21.65542 Detection error: 0.010175704956054688 time: 4:33:52.997001
- B/E: 127 / 121 , Gen_loss: -0.35132065 MI_loss: 21.382141 Detection error: 0.010180413722991943 time: 4:33:53.747697
- B/E: 128 / 121 , Gen_loss: -0.35631803 MI_loss: 21.58207 Detection error: 0.010183393955230713 time: 4:33:54.504176
- B/E: 129 / 121 , Gen_loss: -0.36079168 MI_loss: 21.889545 Detection error: 0.01019209623336792 time: 4:33:55.257216
- B/E: 130 / 121 , Gen_loss: -0.355575 MI_loss: 21.401567 Detection error: 0.010199666023254395 time: 4:33:56.012226
- B/E: 131 / 121 , Gen_loss: -0.34929276 MI_loss: 21.149668 Detection error: 0.010201215744018555 time: 4:33:56.772935
- B/E: 132 / 121 , Gen_loss: -0.36021277 MI_loss: 21.894464 Detection error: 0.010196208953857422 time: 4:33:57.528451
- B/E: 133 / 121 , Gen_loss: -0.35897785 MI_loss: 21.840528 Detection error: 0.010204315185546875 time: 4:33:58.280722
- B/E: 134 / 121 , Gen_loss: -0.3681495 MI_loss: 22.534437 Detection error: 0.010212242603302002 time: 4:33:59.037208
- B/E: 135 / 121 , Gen_loss: -0.36132345 MI_loss: 21.99923 Detection error: 0.01021188497543335 time: 4:33:59.791357
- B/E: 136 / 121 , Gen_loss: -0.35453284 MI_loss: 21.545704 Detection error: 0.01021486520767212 time: 4:34:00.542702
- B/E: 137 / 121 , Gen_loss: -0.3541377 MI_loss: 21.555138 Detection error: 0.010220587253570557 time: 4:34:01.381219
- B/E: 138 / 121 , Gen_loss: -0.3580949 MI_loss: 21.73823 Detection error: 0.010225296020507812 time: 4:34:02.211317
- B/E: 139 / 121 , Gen_loss: -0.36127034 MI_loss: 22.007212 Detection error: 0.010228991508483887 time: 4:34:03.107091
- B/E: 140 / 121 , Gen_loss: -0.35774642 MI_loss: 21.73546 Detection error: 0.010230302810668945 time: 4:34:03.968284
- B/E: 141 / 121 , Gen_loss: -0.35920063 MI_loss: 21.599987 Detection error: 0.010226666927337646 time: 4:34:04.828334
- B/E: 142 / 121 , Gen_loss: -0.3696687 MI_loss: 22.363804 Detection error: 0.010222256183624268 time: 4:34:05.705230
- B/E: 143 / 121 , Gen_loss: -0.35657787 MI_loss: 21.563976 Detection error: 0.01022416353225708 time: 4:34:06.564941
- B/E: 144 / 121 , Gen_loss: -0.3489227 MI_loss: 21.066925 Detection error: 0.01022869348526001 time: 4:34:07.428272
- B/E: 145 / 121 , Gen_loss: -0.3605358 MI_loss: 21.744534 Detection error: 0.010237157344818115 time: 4:34:08.288701
- B/E: 146 / 121 , Gen_loss: -0.35517433 MI_loss: 21.458733 Detection error: 0.01023852825164795 time: 4:34:09.151412
- B/E: 147 / 121 , Gen_loss: -0.3663303 MI_loss: 22.174683 Detection error: 0.010241150856018066 time: 4:34:10.016077
- B/E: 148 / 121 , Gen_loss: -0.3510729 MI_loss: 21.38574 Detection error: 0.01024705171585083 time: 4:34:10.824197
- B/E: 149 / 121 , Gen_loss: -0.3450713 MI_loss: 20.99611 Detection error: 0.01025247573852539 time: 4:34:11.574686
-
- Test Loss: 10.4227915 Test Error: 0.010950028896331787
- -----
- EPOCH: 122
- B/E: 0 / 122 , Gen_loss: -0.3549551 MI_loss: 21.430511 Detection error: 0.011593759059906006 time: 4:34:13.431084
- B/E: 1 / 122 , Gen_loss: -0.3414559 MI_loss: 20.627377 Detection error: 0.011140644550323486 time: 4:34:28.643629
- B/E: 2 / 122 , Gen_loss: -0.35807547 MI_loss: 21.547895 Detection error: 0.010645806789398193 time: 4:34:29.629833
- B/E: 3 / 122 , Gen_loss: -0.352824 MI_loss: 21.458572 Detection error: 0.010500013828277588 time: 4:34:30.495384
- B/E: 4 / 122 , Gen_loss: -0.3596223 MI_loss: 21.81086 Detection error: 0.010450005531311035 time: 4:34:31.281691
- B/E: 5 / 122 , Gen_loss: -0.347668 MI_loss: 21.2697 Detection error: 0.010385394096374512 time: 4:34:32.073597
- B/E: 6 / 122 , Gen_loss: -0.35731894 MI_loss: 21.759748 Detection error: 0.01039731502532959 time: 4:34:32.823973
- B/E: 7 / 122 , Gen_loss: -0.35334396 MI_loss: 21.53443 Detection error: 0.010472655296325684 time: 4:34:33.590036
- B/E: 8 / 122 , Gen_loss: -0.35865638 MI_loss: 21.710503 Detection error: 0.010385394096374512 time: 4:34:34.388378
- B/E: 9 / 122 , Gen_loss: -0.36105362 MI_loss: 21.788368 Detection error: 0.010325014591217041 time: 4:34:35.229416
- B/E: 10 / 122 , Gen_loss: -0.3666267 MI_loss: 22.200191 Detection error: 0.010383546352386475 time: 4:34:36.086263
- B/E: 11 / 122 , Gen_loss: -0.35778004 MI_loss: 21.756302 Detection error: 0.010395824909210205 time: 4:34:36.966603
- B/E: 12 / 122 , Gen_loss: -0.34543863 MI_loss: 20.967987 Detection error: 0.01043027639389038 time: 4:34:37.830930
- B/E: 13 / 122 , Gen_loss: -0.36087704 MI_loss: 21.924025 Detection error: 0.010437488555908203 time: 4:34:38.729685
- B/E: 14 / 122 , Gen_loss: -0.3548097 MI_loss: 21.599918 Detection error: 0.01042085886001587 time: 4:34:39.511443
- B/E: 15 / 122 , Gen_loss: -0.3594854 MI_loss: 21.609573 Detection error: 0.010371088981628418 time: 4:34:40.386413
- B/E: 16 / 122 , Gen_loss: -0.34767416 MI_loss: 21.024452 Detection error: 0.010351121425628662 time: 4:34:41.186295
- B/E: 17 / 122 , Gen_loss: -0.35124287 MI_loss: 21.222528 Detection error: 0.010293424129486084 time: 4:34:41.958679
- B/E: 18 / 122 , Gen_loss: -0.34915215 MI_loss: 21.109146 Detection error: 0.0102730393409729 time: 4:34:42.807295
- B/E: 19 / 122 , Gen_loss: -0.36202994 MI_loss: 22.100414 Detection error: 0.01025158166885376 time: 4:34:43.560040
- B/E: 20 / 122 , Gen_loss: -0.35657683 MI_loss: 21.458956 Detection error: 0.01027381420135498 time: 4:34:44.315108
- B/E: 21 / 122 , Gen_loss: -0.34989312 MI_loss: 21.355148 Detection error: 0.010274171829223633 time: 4:34:45.070788
- B/E: 22 / 122 , Gen_loss: -0.35118943 MI_loss: 21.220175 Detection error: 0.010233700275421143 time: 4:34:45.826952
- B/E: 23 / 122 , Gen_loss: -0.35779968 MI_loss: 21.672493 Detection error: 0.01025390625 time: 4:34:46.669447
- B/E: 24 / 122 , Gen_loss: -0.35033178 MI_loss: 21.307234 Detection error: 0.010266244411468506 time: 4:34:47.529874
- B/E: 25 / 122 , Gen_loss: -0.35226256 MI_loss: 21.151075 Detection error: 0.010253608226776123 time: 4:34:48.394753
- B/E: 26 / 122 , Gen_loss: -0.3490623 MI_loss: 21.122849 Detection error: 0.010281264781951904 time: 4:34:49.255472
- B/E: 27 / 122 , Gen_loss: -0.35896134 MI_loss: 21.78293 Detection error: 0.010306894779205322 time: 4:34:50.112824
- B/E: 28 / 122 , Gen_loss: -0.34440234 MI_loss: 20.879978 Detection error: 0.010307133197784424 time: 4:34:50.890797
- B/E: 29 / 122 , Gen_loss: -0.35632393 MI_loss: 21.631966 Detection error: 0.010319769382476807 time: 4:34:51.640043
- B/E: 30 / 122 , Gen_loss: -0.3467214 MI_loss: 21.13442 Detection error: 0.010312497615814209 time: 4:34:52.393993
- B/E: 31 / 122 , Gen_loss: -0.35190666 MI_loss: 21.38678 Detection error: 0.010285139083862305 time: 4:34:53.226527
- B/E: 32 / 122 , Gen_loss: -0.35893768 MI_loss: 21.864357 Detection error: 0.010265171527862549 time: 4:34:53.979616
- B/E: 33 / 122 , Gen_loss: -0.3573636 MI_loss: 21.661922 Detection error: 0.010261058807373047 time: 4:34:54.732139
- B/E: 34 / 122 , Gen_loss: -0.34560707 MI_loss: 20.973553 Detection error: 0.01023930311203003 time: 4:34:55.579819
- B/E: 35 / 122 , Gen_loss: -0.3536715 MI_loss: 21.614258 Detection error: 0.010230064392089844 time: 4:34:56.449935
- B/E: 36 / 122 , Gen_loss: -0.36733025 MI_loss: 22.393793 Detection error: 0.010221302509307861 time: 4:34:57.307038
- B/E: 37 / 122 , Gen_loss: -0.3589067 MI_loss: 21.72402 Detection error: 0.010215461254119873 time: 4:34:58.163811
- B/E: 38 / 122 , Gen_loss: -0.3492212 MI_loss: 21.304237 Detection error: 0.010240375995635986 time: 4:34:59.028349
- B/E: 39 / 122 , Gen_loss: -0.35529372 MI_loss: 21.473381 Detection error: 0.010228931903839111 time: 4:34:59.889754
- B/E: 40 / 122 , Gen_loss: -0.35397282 MI_loss: 21.476261 Detection error: 0.01021873950958252 time: 4:35:00.750947
- B/E: 41 / 122 , Gen_loss: -0.34982955 MI_loss: 21.068909 Detection error: 0.010217249393463135 time: 4:35:01.613207
- B/E: 42 / 122 , Gen_loss: -0.33583406 MI_loss: 20.166237 Detection error: 0.010204195976257324 time: 4:35:02.475173
- B/E: 43 / 122 , Gen_loss: -0.3666967 MI_loss: 22.301006 Detection error: 0.010207414627075195 time: 4:35:03.336225
- B/E: 44 / 122 , Gen_loss: -0.36177188 MI_loss: 22.103138 Detection error: 0.010224997997283936 time: 4:35:04.217036
- B/E: 45 / 122 , Gen_loss: -0.34313628 MI_loss: 20.622124 Detection error: 0.010221481323242188 time: 4:35:05.090044
- B/E: 46 / 122 , Gen_loss: -0.35633212 MI_loss: 21.670935 Detection error: 0.01022273302078247 time: 4:35:05.957782
- B/E: 47 / 122 , Gen_loss: -0.35996008 MI_loss: 21.738707 Detection error: 0.010233700275421143 time: 4:35:06.819884
- B/E: 48 / 122 , Gen_loss: -0.36421418 MI_loss: 22.119392 Detection error: 0.01023024320602417 time: 4:35:07.702581
- B/E: 49 / 122 , Gen_loss: -0.35552058 MI_loss: 21.58904 Detection error: 0.010233759880065918 time: 4:35:08.459113
- B/E: 50 / 122 , Gen_loss: -0.35831204 MI_loss: 21.898743 Detection error: 0.010238945484161377 time: 4:35:09.219767
- B/E: 51 / 122 , Gen_loss: -0.35542992 MI_loss: 21.61919 Detection error: 0.010248184204101562 time: 4:35:09.972040
- B/E: 52 / 122 , Gen_loss: -0.3660096 MI_loss: 22.11677 Detection error: 0.010242938995361328 time: 4:35:10.724563
- B/E: 53 / 122 , Gen_loss: -0.34503764 MI_loss: 21.003624 Detection error: 0.010256350040435791 time: 4:35:11.477712
- B/E: 54 / 122 , Gen_loss: -0.35252407 MI_loss: 21.367943 Detection error: 0.010256826877593994 time: 4:35:12.239418
- B/E: 55 / 122 , Gen_loss: -0.3549746 MI_loss: 21.468685 Detection error: 0.010235488414764404 time: 4:35:13.026114
- B/E: 56 / 122 , Gen_loss: -0.35896453 MI_loss: 21.885572 Detection error: 0.010225355625152588 time: 4:35:13.777967
- B/E: 57 / 122 , Gen_loss: -0.3520246 MI_loss: 21.301155 Detection error: 0.010216593742370605 time: 4:35:14.530520
- B/E: 58 / 122 , Gen_loss: -0.35654366 MI_loss: 21.51915 Detection error: 0.010201811790466309 time: 4:35:15.314313
- B/E: 59 / 122 , Gen_loss: -0.3630006 MI_loss: 22.025043 Detection error: 0.010226070880889893 time: 4:35:16.162155
- B/E: 60 / 122 , Gen_loss: -0.36047953 MI_loss: 21.867907 Detection error: 0.01022183895111084 time: 4:35:17.022968
- B/E: 61 / 122 , Gen_loss: -0.35539082 MI_loss: 21.579292 Detection error: 0.010225832462310791 time: 4:35:17.878539
- B/E: 62 / 122 , Gen_loss: -0.35485166 MI_loss: 21.635956 Detection error: 0.010232150554656982 time: 4:35:18.649339
- B/E: 63 / 122 , Gen_loss: -0.34957916 MI_loss: 21.291952 Detection error: 0.010232925415039062 time: 4:35:19.527495
- B/E: 64 / 122 , Gen_loss: -0.3618136 MI_loss: 21.927776 Detection error: 0.010224997997283936 time: 4:35:20.279407
- B/E: 65 / 122 , Gen_loss: -0.36498225 MI_loss: 22.016388 Detection error: 0.010227739810943604 time: 4:35:21.031791
- B/E: 66 / 122 , Gen_loss: -0.35677847 MI_loss: 21.736437 Detection error: 0.010224342346191406 time: 4:35:21.784027
- B/E: 67 / 122 , Gen_loss: -0.361368 MI_loss: 21.817122 Detection error: 0.01020956039428711 time: 4:35:22.540985
- B/E: 68 / 122 , Gen_loss: -0.35232916 MI_loss: 21.365711 Detection error: 0.010211944580078125 time: 4:35:23.296911
- B/E: 69 / 122 , Gen_loss: -0.34554324 MI_loss: 20.927652 Detection error: 0.01021963357925415 time: 4:35:24.060540
- B/E: 70 / 122 , Gen_loss: -0.359294 MI_loss: 21.812057 Detection error: 0.01021873950958252 time: 4:35:24.822945
- B/E: 71 / 122 , Gen_loss: -0.348022 MI_loss: 20.98843 Detection error: 0.010219156742095947 time: 4:35:25.575234
- B/E: 72 / 122 , Gen_loss: -0.37129053 MI_loss: 22.543558 Detection error: 0.010215342044830322 time: 4:35:26.329690
- B/E: 73 / 122 , Gen_loss: -0.34660605 MI_loss: 21.114643 Detection error: 0.010215342044830322 time: 4:35:27.081562
- B/E: 74 / 122 , Gen_loss: -0.36415944 MI_loss: 22.137379 Detection error: 0.010204195976257324 time: 4:35:27.833844
- B/E: 75 / 122 , Gen_loss: -0.3462581 MI_loss: 20.95406 Detection error: 0.01020270586013794 time: 4:35:28.673894
- B/E: 76 / 122 , Gen_loss: -0.34649673 MI_loss: 20.994991 Detection error: 0.010202109813690186 time: 4:35:29.535185
- B/E: 77 / 122 , Gen_loss: -0.35607773 MI_loss: 21.431358 Detection error: 0.01020270586013794 time: 4:35:30.394928
- B/E: 78 / 122 , Gen_loss: -0.35971528 MI_loss: 21.813316 Detection error: 0.010200142860412598 time: 4:35:31.253022
- B/E: 79 / 122 , Gen_loss: -0.3580643 MI_loss: 21.61883 Detection error: 0.01021641492843628 time: 4:35:32.194826
- B/E: 80 / 122 , Gen_loss: -0.35937393 MI_loss: 21.766663 Detection error: 0.010222196578979492 time: 4:35:33.053950
- B/E: 81 / 122 , Gen_loss: -0.35221857 MI_loss: 21.391335 Detection error: 0.010221421718597412 time: 4:35:33.912445
- B/E: 82 / 122 , Gen_loss: -0.35964638 MI_loss: 21.733541 Detection error: 0.010217607021331787 time: 4:35:34.700915
- B/E: 83 / 122 , Gen_loss: -0.36135122 MI_loss: 21.87777 Detection error: 0.010218381881713867 time: 4:35:35.453793
- B/E: 84 / 122 , Gen_loss: -0.3395604 MI_loss: 20.486301 Detection error: 0.010215044021606445 time: 4:35:36.206491
- B/E: 85 / 122 , Gen_loss: -0.35423535 MI_loss: 21.498884 Detection error: 0.010198414325714111 time: 4:35:36.957217
- B/E: 86 / 122 , Gen_loss: -0.36699024 MI_loss: 22.157099 Detection error: 0.010197222232818604 time: 4:35:37.712400
- B/E: 87 / 122 , Gen_loss: -0.34997597 MI_loss: 21.104147 Detection error: 0.010182857513427734 time: 4:35:38.467387
- B/E: 88 / 122 , Gen_loss: -0.35977656 MI_loss: 21.82527 Detection error: 0.010169565677642822 time: 4:35:39.225327
- B/E: 89 / 122 , Gen_loss: -0.34922218 MI_loss: 21.295036 Detection error: 0.010179877281188965 time: 4:35:39.978257
- B/E: 90 / 122 , Gen_loss: -0.3582084 MI_loss: 21.87031 Detection error: 0.010182678699493408 time: 4:35:40.729866
- B/E: 91 / 122 , Gen_loss: -0.3586658 MI_loss: 21.770866 Detection error: 0.010180354118347168 time: 4:35:41.483425
- B/E: 92 / 122 , Gen_loss: -0.34684658 MI_loss: 20.887337 Detection error: 0.010174751281738281 time: 4:35:42.358425
- B/E: 93 / 122 , Gen_loss: -0.3500414 MI_loss: 21.319763 Detection error: 0.010180175304412842 time: 4:35:43.217600
- B/E: 94 / 122 , Gen_loss: -0.36128265 MI_loss: 22.021515 Detection error: 0.010188817977905273 time: 4:35:44.075411
- B/E: 95 / 122 , Gen_loss: -0.35434532 MI_loss: 21.46429 Detection error: 0.010193347930908203 time: 4:35:45.020446
- B/E: 96 / 122 , Gen_loss: -0.3611877 MI_loss: 21.886673 Detection error: 0.010189414024353027 time: 4:35:45.884700
- B/E: 97 / 122 , Gen_loss: -0.35249916 MI_loss: 21.340353 Detection error: 0.010183990001678467 time: 4:35:46.745755
- B/E: 98 / 122 , Gen_loss: -0.3582233 MI_loss: 21.719944 Detection error: 0.010166347026824951 time: 4:35:47.612170
- B/E: 99 / 122 , Gen_loss: -0.35530943 MI_loss: 21.506523 Detection error: 0.010166585445404053 time: 4:35:48.472190
- B/E: 100 / 122 , Gen_loss: -0.36211354 MI_loss: 22.06872 Detection error: 0.01017141342163086 time: 4:35:49.339961
- B/E: 101 / 122 , Gen_loss: -0.36661646 MI_loss: 22.400375 Detection error: 0.010177075862884521 time: 4:35:50.197476
- B/E: 102 / 122 , Gen_loss: -0.35193497 MI_loss: 21.283983 Detection error: 0.010182321071624756 time: 4:35:51.057729
- B/E: 103 / 122 , Gen_loss: -0.3626485 MI_loss: 21.944529 Detection error: 0.010182380676269531 time: 4:35:51.932263
- B/E: 104 / 122 , Gen_loss: -0.351497 MI_loss: 21.285778 Detection error: 0.010185718536376953 time: 4:35:52.813297
- B/E: 105 / 122 , Gen_loss: -0.36026686 MI_loss: 21.839043 Detection error: 0.010179221630096436 time: 4:35:53.619551
- B/E: 106 / 122 , Gen_loss: -0.36333153 MI_loss: 22.000755 Detection error: 0.010183393955230713 time: 4:35:54.476718
- B/E: 107 / 122 , Gen_loss: -0.3545995 MI_loss: 21.6095 Detection error: 0.01018458604812622 time: 4:35:55.284216
- B/E: 108 / 122 , Gen_loss: -0.34684938 MI_loss: 21.057892 Detection error: 0.01018977165222168 time: 4:35:56.061775
- B/E: 109 / 122 , Gen_loss: -0.34855682 MI_loss: 21.214691 Detection error: 0.01018381118774414 time: 4:35:56.816409
- B/E: 110 / 122 , Gen_loss: -0.34315455 MI_loss: 20.770197 Detection error: 0.010176539421081543 time: 4:35:57.599009
- B/E: 111 / 122 , Gen_loss: -0.36062562 MI_loss: 21.783298 Detection error: 0.010173559188842773 time: 4:35:58.484513
- B/E: 112 / 122 , Gen_loss: -0.36085334 MI_loss: 21.738377 Detection error: 0.01017451286315918 time: 4:35:59.256890
- B/E: 113 / 122 , Gen_loss: -0.35175416 MI_loss: 21.378475 Detection error: 0.010179579257965088 time: 4:36:00.010350
- B/E: 114 / 122 , Gen_loss: -0.35120744 MI_loss: 21.434479 Detection error: 0.010179877281188965 time: 4:36:00.764277
- B/E: 115 / 122 , Gen_loss: -0.35938913 MI_loss: 21.65742 Detection error: 0.010177016258239746 time: 4:36:01.515117
- B/E: 116 / 122 , Gen_loss: -0.36558196 MI_loss: 22.24904 Detection error: 0.010175764560699463 time: 4:36:02.268677
- B/E: 117 / 122 , Gen_loss: -0.3470319 MI_loss: 21.083206 Detection error: 0.010177969932556152 time: 4:36:03.046300
- B/E: 118 / 122 , Gen_loss: -0.35427928 MI_loss: 21.39761 Detection error: 0.010174393653869629 time: 4:36:03.812613
- B/E: 119 / 122 , Gen_loss: -0.35690418 MI_loss: 21.612782 Detection error: 0.010173439979553223 time: 4:36:04.563882
- B/E: 120 / 122 , Gen_loss: -0.34445423 MI_loss: 20.989758 Detection error: 0.010172545909881592 time: 4:36:05.316670
- B/E: 121 / 122 , Gen_loss: -0.3610699 MI_loss: 22.009542 Detection error: 0.010174930095672607 time: 4:36:06.070883
- B/E: 122 / 122 , Gen_loss: -0.36518088 MI_loss: 22.020113 Detection error: 0.010172784328460693 time: 4:36:06.826389
- B/E: 123 / 122 , Gen_loss: -0.3622674 MI_loss: 21.93629 Detection error: 0.010163545608520508 time: 4:36:07.578195
- B/E: 124 / 122 , Gen_loss: -0.36002088 MI_loss: 21.771439 Detection error: 0.010165512561798096 time: 4:36:08.346378
- B/E: 125 / 122 , Gen_loss: -0.3496029 MI_loss: 21.128378 Detection error: 0.010162949562072754 time: 4:36:09.098812
- B/E: 126 / 122 , Gen_loss: -0.3589692 MI_loss: 21.818874 Detection error: 0.010177433490753174 time: 4:36:09.854006
- B/E: 127 / 122 , Gen_loss: -0.35412025 MI_loss: 21.490639 Detection error: 0.010174334049224854 time: 4:36:10.777516
- B/E: 128 / 122 , Gen_loss: -0.36344182 MI_loss: 22.114004 Detection error: 0.010179281234741211 time: 4:36:11.635711
- B/E: 129 / 122 , Gen_loss: -0.3575745 MI_loss: 21.644135 Detection error: 0.01018458604812622 time: 4:36:12.446281
- B/E: 130 / 122 , Gen_loss: -0.36107752 MI_loss: 21.77068 Detection error: 0.010192513465881348 time: 4:36:13.199755
- B/E: 131 / 122 , Gen_loss: -0.34798405 MI_loss: 21.010689 Detection error: 0.010197460651397705 time: 4:36:13.951609
- B/E: 132 / 122 , Gen_loss: -0.35846713 MI_loss: 21.648129 Detection error: 0.010193824768066406 time: 4:36:14.701725
- B/E: 133 / 122 , Gen_loss: -0.35308838 MI_loss: 21.397667 Detection error: 0.010199189186096191 time: 4:36:15.551360
- B/E: 134 / 122 , Gen_loss: -0.36238775 MI_loss: 22.142038 Detection error: 0.010207653045654297 time: 4:36:16.350182
- B/E: 135 / 122 , Gen_loss: -0.3629643 MI_loss: 21.959923 Detection error: 0.010206341743469238 time: 4:36:17.197656
- B/E: 136 / 122 , Gen_loss: -0.36125964 MI_loss: 21.863152 Detection error: 0.01021033525466919 time: 4:36:18.057540
- B/E: 137 / 122 , Gen_loss: -0.34171903 MI_loss: 20.532368 Detection error: 0.010211050510406494 time: 4:36:18.918706
- B/E: 138 / 122 , Gen_loss: -0.35738218 MI_loss: 21.81982 Detection error: 0.010217845439910889 time: 4:36:19.783575
- B/E: 139 / 122 , Gen_loss: -0.3703626 MI_loss: 22.606667 Detection error: 0.010222077369689941 time: 4:36:20.642480
- B/E: 140 / 122 , Gen_loss: -0.35177588 MI_loss: 21.38932 Detection error: 0.01022028923034668 time: 4:36:21.501965
- B/E: 141 / 122 , Gen_loss: -0.35515115 MI_loss: 21.586227 Detection error: 0.010218977928161621 time: 4:36:22.365750
- B/E: 142 / 122 , Gen_loss: -0.35191962 MI_loss: 21.315914 Detection error: 0.01021963357925415 time: 4:36:23.232828
- B/E: 143 / 122 , Gen_loss: -0.36296716 MI_loss: 21.985271 Detection error: 0.010217428207397461 time: 4:36:24.106873
- B/E: 144 / 122 , Gen_loss: -0.35464 MI_loss: 21.50089 Detection error: 0.010224997997283936 time: 4:36:24.858699
- B/E: 145 / 122 , Gen_loss: -0.35698268 MI_loss: 21.55875 Detection error: 0.010232031345367432 time: 4:36:25.609033
- B/E: 146 / 122 , Gen_loss: -0.35694915 MI_loss: 21.661987 Detection error: 0.010232806205749512 time: 4:36:26.458608
- B/E: 147 / 122 , Gen_loss: -0.3462004 MI_loss: 20.869635 Detection error: 0.010237336158752441 time: 4:36:27.301000
- B/E: 148 / 122 , Gen_loss: -0.3563686 MI_loss: 21.558823 Detection error: 0.0102386474609375 time: 4:36:28.160324
- B/E: 149 / 122 , Gen_loss: -0.3585169 MI_loss: 21.77088 Detection error: 0.010247290134429932 time: 4:36:29.038616
-
- Test Loss: 10.41748 Test Error: 0.010924994945526123
- -----
- EPOCH: 123
- B/E: 0 / 123 , Gen_loss: -0.35680497 MI_loss: 21.455097 Detection error: 0.011562526226043701 time: 4:36:30.903417
- B/E: 1 / 123 , Gen_loss: -0.34738207 MI_loss: 21.052464 Detection error: 0.010984361171722412 time: 4:36:46.190296
- B/E: 2 / 123 , Gen_loss: -0.35368904 MI_loss: 21.444246 Detection error: 0.010677099227905273 time: 4:36:47.000784
- B/E: 3 / 123 , Gen_loss: -0.34894675 MI_loss: 21.181784 Detection error: 0.01035153865814209 time: 4:36:47.757043
- B/E: 4 / 123 , Gen_loss: -0.35671782 MI_loss: 21.650513 Detection error: 0.010331273078918457 time: 4:36:48.513003
- B/E: 5 / 123 , Gen_loss: -0.35615802 MI_loss: 21.691544 Detection error: 0.01027601957321167 time: 4:36:49.370107
- B/E: 6 / 123 , Gen_loss: -0.3564736 MI_loss: 21.7864 Detection error: 0.010325908660888672 time: 4:36:50.121058
- B/E: 7 / 123 , Gen_loss: -0.34555873 MI_loss: 21.015371 Detection error: 0.010335922241210938 time: 4:36:50.873250
- B/E: 8 / 123 , Gen_loss: -0.3558838 MI_loss: 21.578724 Detection error: 0.010291695594787598 time: 4:36:51.627372
- B/E: 9 / 123 , Gen_loss: -0.35148516 MI_loss: 21.277256 Detection error: 0.01025313138961792 time: 4:36:52.403853
- B/E: 10 / 123 , Gen_loss: -0.35116926 MI_loss: 21.321049 Detection error: 0.010275542736053467 time: 4:36:53.157370
- B/E: 11 / 123 , Gen_loss: -0.36671126 MI_loss: 22.223368 Detection error: 0.010296881198883057 time: 4:36:53.914221
- B/E: 12 / 123 , Gen_loss: -0.3522404 MI_loss: 21.402386 Detection error: 0.01036059856414795 time: 4:36:54.667775
- B/E: 13 / 123 , Gen_loss: -0.35556144 MI_loss: 21.490551 Detection error: 0.01036381721496582 time: 4:36:55.423720
- B/E: 14 / 123 , Gen_loss: -0.36091688 MI_loss: 21.903564 Detection error: 0.010354161262512207 time: 4:36:56.175452
- B/E: 15 / 123 , Gen_loss: -0.36108825 MI_loss: 21.743032 Detection error: 0.010310530662536621 time: 4:36:56.947786
- B/E: 16 / 123 , Gen_loss: -0.36811534 MI_loss: 22.21762 Detection error: 0.01026839017868042 time: 4:36:57.705359
- B/E: 17 / 123 , Gen_loss: -0.36346447 MI_loss: 21.981123 Detection error: 0.010234355926513672 time: 4:36:58.460974
- B/E: 18 / 123 , Gen_loss: -0.35740167 MI_loss: 21.640017 Detection error: 0.01020890474319458 time: 4:36:59.237283
- B/E: 19 / 123 , Gen_loss: -0.35159147 MI_loss: 21.392483 Detection error: 0.010235965251922607 time: 4:36:59.988793
- B/E: 20 / 123 , Gen_loss: -0.35106823 MI_loss: 21.315054 Detection error: 0.010242581367492676 time: 4:37:00.826471
- B/E: 21 / 123 , Gen_loss: -0.36175734 MI_loss: 22.124203 Detection error: 0.010257124900817871 time: 4:37:01.579321
- B/E: 22 / 123 , Gen_loss: -0.36128485 MI_loss: 21.803913 Detection error: 0.010222852230072021 time: 4:37:02.341518
- B/E: 23 / 123 , Gen_loss: -0.3610337 MI_loss: 21.880384 Detection error: 0.010204434394836426 time: 4:37:03.097602
- B/E: 24 / 123 , Gen_loss: -0.36126253 MI_loss: 21.851938 Detection error: 0.010208725929260254 time: 4:37:03.855236
- B/E: 25 / 123 , Gen_loss: -0.34710315 MI_loss: 20.983934 Detection error: 0.01019829511642456 time: 4:37:04.670786
- B/E: 26 / 123 , Gen_loss: -0.35704646 MI_loss: 21.78217 Detection error: 0.010282397270202637 time: 4:37:05.570507
- B/E: 27 / 123 , Gen_loss: -0.36652493 MI_loss: 22.28756 Detection error: 0.010290205478668213 time: 4:37:06.400515
- B/E: 28 / 123 , Gen_loss: -0.36026114 MI_loss: 21.839344 Detection error: 0.01030278205871582 time: 4:37:07.155381
- B/E: 29 / 123 , Gen_loss: -0.33847308 MI_loss: 20.580423 Detection error: 0.010323941707611084 time: 4:37:07.972087
- B/E: 30 / 123 , Gen_loss: -0.358498 MI_loss: 21.664934 Detection error: 0.01029735803604126 time: 4:37:08.841613
- B/E: 31 / 123 , Gen_loss: -0.34711128 MI_loss: 21.127884 Detection error: 0.010269522666931152 time: 4:37:09.703683
- B/E: 32 / 123 , Gen_loss: -0.3601393 MI_loss: 21.898148 Detection error: 0.010269880294799805 time: 4:37:10.563701
- B/E: 33 / 123 , Gen_loss: -0.3435791 MI_loss: 20.770002 Detection error: 0.01025092601776123 time: 4:37:11.442535
- B/E: 34 / 123 , Gen_loss: -0.36255646 MI_loss: 22.020771 Detection error: 0.010241091251373291 time: 4:37:12.302788
- B/E: 35 / 123 , Gen_loss: -0.35811257 MI_loss: 21.865118 Detection error: 0.010239601135253906 time: 4:37:13.160487
- B/E: 36 / 123 , Gen_loss: -0.3573944 MI_loss: 21.724236 Detection error: 0.010225534439086914 time: 4:37:14.117715
- B/E: 37 / 123 , Gen_loss: -0.3629621 MI_loss: 22.08842 Detection error: 0.010238468647003174 time: 4:37:14.987625
- B/E: 38 / 123 , Gen_loss: -0.36058217 MI_loss: 21.824495 Detection error: 0.01025402545928955 time: 4:37:15.853066
- B/E: 39 / 123 , Gen_loss: -0.3570655 MI_loss: 21.682928 Detection error: 0.010235965251922607 time: 4:37:16.718425
- B/E: 40 / 123 , Gen_loss: -0.35270613 MI_loss: 21.21671 Detection error: 0.01022636890411377 time: 4:37:17.581911
- B/E: 41 / 123 , Gen_loss: -0.3583465 MI_loss: 21.672361 Detection error: 0.010227680206298828 time: 4:37:18.444091
- B/E: 42 / 123 , Gen_loss: -0.35926372 MI_loss: 21.81113 Detection error: 0.010215818881988525 time: 4:37:19.252540
- B/E: 43 / 123 , Gen_loss: -0.35352936 MI_loss: 21.269672 Detection error: 0.010223746299743652 time: 4:37:20.005709
- B/E: 44 / 123 , Gen_loss: -0.34848663 MI_loss: 21.138283 Detection error: 0.010231256484985352 time: 4:37:20.778791
- B/E: 45 / 123 , Gen_loss: -0.37113908 MI_loss: 22.470007 Detection error: 0.010238468647003174 time: 4:37:21.606681
- B/E: 46 / 123 , Gen_loss: -0.36227676 MI_loss: 21.9329 Detection error: 0.010250687599182129 time: 4:37:22.430700
- B/E: 47 / 123 , Gen_loss: -0.35528833 MI_loss: 21.460213 Detection error: 0.010241508483886719 time: 4:37:23.186181
- B/E: 48 / 123 , Gen_loss: -0.35717943 MI_loss: 21.668655 Detection error: 0.01025766134262085 time: 4:37:23.941997
- B/E: 49 / 123 , Gen_loss: -0.3524571 MI_loss: 21.546406 Detection error: 0.010254979133605957 time: 4:37:24.693584
- B/E: 50 / 123 , Gen_loss: -0.35216975 MI_loss: 21.260668 Detection error: 0.010264694690704346 time: 4:37:25.449143
- B/E: 51 / 123 , Gen_loss: -0.35109696 MI_loss: 21.392311 Detection error: 0.010267436504364014 time: 4:37:26.204678
- B/E: 52 / 123 , Gen_loss: -0.36840034 MI_loss: 22.245396 Detection error: 0.010258853435516357 time: 4:37:27.047465
- B/E: 53 / 123 , Gen_loss: -0.35344997 MI_loss: 21.506582 Detection error: 0.010269701480865479 time: 4:37:27.803289
- B/E: 54 / 123 , Gen_loss: -0.35852787 MI_loss: 21.790394 Detection error: 0.010261952877044678 time: 4:37:28.634715
- B/E: 55 / 123 , Gen_loss: -0.3635586 MI_loss: 22.046099 Detection error: 0.010255575180053711 time: 4:37:29.420967
- B/E: 56 / 123 , Gen_loss: -0.344031 MI_loss: 20.857834 Detection error: 0.010239064693450928 time: 4:37:30.248269
- B/E: 57 / 123 , Gen_loss: -0.36719933 MI_loss: 22.229776 Detection error: 0.010245680809020996 time: 4:37:31.109648
- B/E: 58 / 123 , Gen_loss: -0.35882613 MI_loss: 21.779308 Detection error: 0.010229349136352539 time: 4:37:31.967747
- B/E: 59 / 123 , Gen_loss: -0.35818142 MI_loss: 21.790281 Detection error: 0.010258853435516357 time: 4:37:32.831893
- B/E: 60 / 123 , Gen_loss: -0.35366064 MI_loss: 21.52448 Detection error: 0.010253071784973145 time: 4:37:33.614052
- B/E: 61 / 123 , Gen_loss: -0.3571981 MI_loss: 21.597546 Detection error: 0.010251522064208984 time: 4:37:34.367542
- B/E: 62 / 123 , Gen_loss: -0.36786428 MI_loss: 22.249634 Detection error: 0.010256469249725342 time: 4:37:35.118885
- B/E: 63 / 123 , Gen_loss: -0.3632639 MI_loss: 21.932198 Detection error: 0.010251939296722412 time: 4:37:35.875637
- B/E: 64 / 123 , Gen_loss: -0.35299876 MI_loss: 21.516176 Detection error: 0.010246634483337402 time: 4:37:36.627050
- B/E: 65 / 123 , Gen_loss: -0.3513453 MI_loss: 21.427612 Detection error: 0.010249972343444824 time: 4:37:37.378635
- B/E: 66 / 123 , Gen_loss: -0.3651018 MI_loss: 22.119913 Detection error: 0.010250449180603027 time: 4:37:38.128016
- B/E: 67 / 123 , Gen_loss: -0.35928348 MI_loss: 21.70602 Detection error: 0.010238051414489746 time: 4:37:38.883476
- B/E: 68 / 123 , Gen_loss: -0.3535031 MI_loss: 21.434948 Detection error: 0.01024317741394043 time: 4:37:39.723602
- B/E: 69 / 123 , Gen_loss: -0.3547284 MI_loss: 21.59342 Detection error: 0.01024329662322998 time: 4:37:40.474570
- B/E: 70 / 123 , Gen_loss: -0.36082995 MI_loss: 21.663605 Detection error: 0.010249137878417969 time: 4:37:41.226195
- B/E: 71 / 123 , Gen_loss: -0.35043526 MI_loss: 21.07723 Detection error: 0.01024174690246582 time: 4:37:41.977381
- B/E: 72 / 123 , Gen_loss: -0.3627881 MI_loss: 21.89056 Detection error: 0.010242700576782227 time: 4:37:42.765115
- B/E: 73 / 123 , Gen_loss: -0.35171512 MI_loss: 21.172794 Detection error: 0.010241568088531494 time: 4:37:43.547720
- B/E: 74 / 123 , Gen_loss: -0.3576281 MI_loss: 21.802105 Detection error: 0.010234594345092773 time: 4:37:44.302447
- B/E: 75 / 123 , Gen_loss: -0.35633144 MI_loss: 21.540209 Detection error: 0.010231494903564453 time: 4:37:45.051608
- B/E: 76 / 123 , Gen_loss: -0.3528048 MI_loss: 21.316662 Detection error: 0.010234594345092773 time: 4:37:45.825899
- B/E: 77 / 123 , Gen_loss: -0.34799352 MI_loss: 21.0032 Detection error: 0.010229945182800293 time: 4:37:46.580202
- B/E: 78 / 123 , Gen_loss: -0.34773672 MI_loss: 21.069693 Detection error: 0.010229825973510742 time: 4:37:47.332447
- B/E: 79 / 123 , Gen_loss: -0.36223727 MI_loss: 21.955013 Detection error: 0.010239481925964355 time: 4:37:48.172889
- B/E: 80 / 123 , Gen_loss: -0.35196465 MI_loss: 21.352034 Detection error: 0.010250747203826904 time: 4:37:49.028751
- B/E: 81 / 123 , Gen_loss: -0.35602495 MI_loss: 21.592173 Detection error: 0.01024162769317627 time: 4:37:49.891929
- B/E: 82 / 123 , Gen_loss: -0.35190535 MI_loss: 21.455381 Detection error: 0.010244369506835938 time: 4:37:50.750180
- B/E: 83 / 123 , Gen_loss: -0.35760796 MI_loss: 21.716568 Detection error: 0.010242938995361328 time: 4:37:51.608396
- B/E: 84 / 123 , Gen_loss: -0.34990507 MI_loss: 21.13926 Detection error: 0.010231614112854004 time: 4:37:52.568945
- B/E: 85 / 123 , Gen_loss: -0.34860456 MI_loss: 21.080221 Detection error: 0.010216236114501953 time: 4:37:53.422739
- B/E: 86 / 123 , Gen_loss: -0.34581244 MI_loss: 20.944656 Detection error: 0.010215520858764648 time: 4:37:54.293766
- B/E: 87 / 123 , Gen_loss: -0.3511307 MI_loss: 21.143806 Detection error: 0.010205626487731934 time: 4:37:55.151317
- B/E: 88 / 123 , Gen_loss: -0.3659884 MI_loss: 21.961388 Detection error: 0.01019519567489624 time: 4:37:56.008572
- B/E: 89 / 123 , Gen_loss: -0.34680653 MI_loss: 21.149132 Detection error: 0.010208666324615479 time: 4:37:56.867533
- B/E: 90 / 123 , Gen_loss: -0.35476047 MI_loss: 21.41098 Detection error: 0.010206758975982666 time: 4:37:57.725302
- B/E: 91 / 123 , Gen_loss: -0.35230997 MI_loss: 21.303816 Detection error: 0.01020824909210205 time: 4:37:58.585168
- B/E: 92 / 123 , Gen_loss: -0.35534286 MI_loss: 21.706024 Detection error: 0.010197937488555908 time: 4:37:59.448564
- B/E: 93 / 123 , Gen_loss: -0.35094512 MI_loss: 21.442213 Detection error: 0.010198831558227539 time: 4:38:00.311823
- B/E: 94 / 123 , Gen_loss: -0.35229215 MI_loss: 21.4183 Detection error: 0.010215461254119873 time: 4:38:01.175980
- B/E: 95 / 123 , Gen_loss: -0.35545474 MI_loss: 21.578758 Detection error: 0.010221362113952637 time: 4:38:02.037463
- B/E: 96 / 123 , Gen_loss: -0.35749838 MI_loss: 21.63443 Detection error: 0.010209739208221436 time: 4:38:02.904446
- B/E: 97 / 123 , Gen_loss: -0.3565557 MI_loss: 21.48842 Detection error: 0.010205686092376709 time: 4:38:03.767532
- B/E: 98 / 123 , Gen_loss: -0.36436152 MI_loss: 22.07373 Detection error: 0.01019352674484253 time: 4:38:04.631148
- B/E: 99 / 123 , Gen_loss: -0.36340997 MI_loss: 21.876472 Detection error: 0.010190010070800781 time: 4:38:05.426203
- B/E: 100 / 123 , Gen_loss: -0.3569646 MI_loss: 21.754864 Detection error: 0.010201096534729004 time: 4:38:06.313989
- B/E: 101 / 123 , Gen_loss: -0.3586498 MI_loss: 21.938362 Detection error: 0.010207712650299072 time: 4:38:07.066855
- B/E: 102 / 123 , Gen_loss: -0.35339168 MI_loss: 21.344467 Detection error: 0.010205090045928955 time: 4:38:07.947245
- B/E: 103 / 123 , Gen_loss: -0.3611702 MI_loss: 22.026796 Detection error: 0.010207056999206543 time: 4:38:08.803452
- B/E: 104 / 123 , Gen_loss: -0.34887785 MI_loss: 21.043238 Detection error: 0.01020359992980957 time: 4:38:09.666862
- B/E: 105 / 123 , Gen_loss: -0.34868953 MI_loss: 21.180696 Detection error: 0.010200202465057373 time: 4:38:10.469722
- B/E: 106 / 123 , Gen_loss: -0.37184766 MI_loss: 22.631865 Detection error: 0.010204732418060303 time: 4:38:11.219158
- B/E: 107 / 123 , Gen_loss: -0.35302112 MI_loss: 21.456234 Detection error: 0.01021033525466919 time: 4:38:12.062942
- B/E: 108 / 123 , Gen_loss: -0.35265604 MI_loss: 21.37059 Detection error: 0.010204970836639404 time: 4:38:12.928737
- B/E: 109 / 123 , Gen_loss: -0.35563037 MI_loss: 21.780348 Detection error: 0.010205984115600586 time: 4:38:13.788190
- B/E: 110 / 123 , Gen_loss: -0.36043364 MI_loss: 21.705286 Detection error: 0.010195374488830566 time: 4:38:14.648691
- B/E: 111 / 123 , Gen_loss: -0.3548084 MI_loss: 21.59766 Detection error: 0.010193109512329102 time: 4:38:15.456871
- B/E: 112 / 123 , Gen_loss: -0.35586149 MI_loss: 21.580706 Detection error: 0.010195791721343994 time: 4:38:16.317104
- B/E: 113 / 123 , Gen_loss: -0.35368264 MI_loss: 21.623657 Detection error: 0.010193228721618652 time: 4:38:17.174599
- B/E: 114 / 123 , Gen_loss: -0.35420722 MI_loss: 21.636272 Detection error: 0.0101967453956604 time: 4:38:18.046274
- B/E: 115 / 123 , Gen_loss: -0.3605243 MI_loss: 21.75379 Detection error: 0.010193407535552979 time: 4:38:18.920833
- B/E: 116 / 123 , Gen_loss: -0.34223562 MI_loss: 20.674623 Detection error: 0.01019442081451416 time: 4:38:19.881231
- B/E: 117 / 123 , Gen_loss: -0.35365158 MI_loss: 21.455528 Detection error: 0.010198891162872314 time: 4:38:20.762056
- B/E: 118 / 123 , Gen_loss: -0.35408533 MI_loss: 21.513044 Detection error: 0.01019197702407837 time: 4:38:21.621960
- B/E: 119 / 123 , Gen_loss: -0.36500052 MI_loss: 22.12277 Detection error: 0.010191917419433594 time: 4:38:22.500296
- B/E: 120 / 123 , Gen_loss: -0.3527256 MI_loss: 21.34911 Detection error: 0.010190606117248535 time: 4:38:23.372416
- B/E: 121 / 123 , Gen_loss: -0.35378718 MI_loss: 21.406672 Detection error: 0.01019442081451416 time: 4:38:24.243637
- B/E: 122 / 123 , Gen_loss: -0.35190037 MI_loss: 21.19482 Detection error: 0.010194361209869385 time: 4:38:25.133047
- B/E: 123 / 123 , Gen_loss: -0.3496226 MI_loss: 21.24197 Detection error: 0.010187268257141113 time: 4:38:25.996691
- B/E: 124 / 123 , Gen_loss: -0.34748006 MI_loss: 21.113752 Detection error: 0.010185480117797852 time: 4:38:26.855418
- B/E: 125 / 123 , Gen_loss: -0.35407254 MI_loss: 21.377884 Detection error: 0.010187506675720215 time: 4:38:27.638940
- B/E: 126 / 123 , Gen_loss: -0.34968027 MI_loss: 21.223639 Detection error: 0.010195136070251465 time: 4:38:28.389804
- B/E: 127 / 123 , Gen_loss: -0.3548121 MI_loss: 21.546532 Detection error: 0.010191679000854492 time: 4:38:29.142532
- B/E: 128 / 123 , Gen_loss: -0.35428578 MI_loss: 21.51886 Detection error: 0.010201036930084229 time: 4:38:29.982128
- B/E: 129 / 123 , Gen_loss: -0.35464838 MI_loss: 21.590755 Detection error: 0.010207951068878174 time: 4:38:30.838296
- B/E: 130 / 123 , Gen_loss: -0.3682171 MI_loss: 22.265455 Detection error: 0.010215163230895996 time: 4:38:31.696769
- B/E: 131 / 123 , Gen_loss: -0.3543647 MI_loss: 21.406218 Detection error: 0.010215938091278076 time: 4:38:32.484278
- B/E: 132 / 123 , Gen_loss: -0.3601415 MI_loss: 21.70942 Detection error: 0.010210990905761719 time: 4:38:33.335243
- B/E: 133 / 123 , Gen_loss: -0.36260688 MI_loss: 21.999388 Detection error: 0.010216891765594482 time: 4:38:34.099580
- B/E: 134 / 123 , Gen_loss: -0.3570279 MI_loss: 21.739567 Detection error: 0.010221779346466064 time: 4:38:34.857754
- B/E: 135 / 123 , Gen_loss: -0.35474178 MI_loss: 21.624302 Detection error: 0.010227024555206299 time: 4:38:35.630089
- B/E: 136 / 123 , Gen_loss: -0.36222643 MI_loss: 21.889864 Detection error: 0.010226964950561523 time: 4:38:36.387341
- B/E: 137 / 123 , Gen_loss: -0.3459993 MI_loss: 20.988876 Detection error: 0.010230779647827148 time: 4:38:37.137645
- B/E: 138 / 123 , Gen_loss: -0.35595873 MI_loss: 21.498714 Detection error: 0.010233581066131592 time: 4:38:37.891441
- B/E: 139 / 123 , Gen_loss: -0.36216864 MI_loss: 22.063967 Detection error: 0.010238587856292725 time: 4:38:38.679032
- B/E: 140 / 123 , Gen_loss: -0.35118476 MI_loss: 21.274313 Detection error: 0.010242879390716553 time: 4:38:39.540392
- B/E: 141 / 123 , Gen_loss: -0.34717712 MI_loss: 20.873356 Detection error: 0.01023876667022705 time: 4:38:40.398156
- B/E: 142 / 123 , Gen_loss: -0.35314327 MI_loss: 21.469692 Detection error: 0.010235786437988281 time: 4:38:41.201679
- B/E: 143 / 123 , Gen_loss: -0.3707954 MI_loss: 22.617365 Detection error: 0.010232210159301758 time: 4:38:41.951681
- B/E: 144 / 123 , Gen_loss: -0.353081 MI_loss: 21.387297 Detection error: 0.010244607925415039 time: 4:38:42.805544
- B/E: 145 / 123 , Gen_loss: -0.35065845 MI_loss: 21.141354 Detection error: 0.010252773761749268 time: 4:38:43.663942
- B/E: 146 / 123 , Gen_loss: -0.3452143 MI_loss: 20.84583 Detection error: 0.010251462459564209 time: 4:38:44.523455
- B/E: 147 / 123 , Gen_loss: -0.35623363 MI_loss: 21.60189 Detection error: 0.01025378704071045 time: 4:38:45.381310
- B/E: 148 / 123 , Gen_loss: -0.36597848 MI_loss: 22.069994 Detection error: 0.010255217552185059 time: 4:38:46.332559
- B/E: 149 / 123 , Gen_loss: -0.35868055 MI_loss: 21.901443 Detection error: 0.010263144969940186 time: 4:38:47.192696
-
- Test Loss: 10.430126 Test Error: 0.010991692543029785
- -----
- EPOCH: 124
- B/E: 0 / 124 , Gen_loss: -0.34930548 MI_loss: 21.106754 Detection error: 0.011250019073486328 time: 4:38:49.173531
- B/E: 1 / 124 , Gen_loss: -0.34530497 MI_loss: 20.963812 Detection error: 0.011046886444091797 time: 4:39:04.753416
- B/E: 2 / 124 , Gen_loss: -0.3382649 MI_loss: 20.298733 Detection error: 0.010635435581207275 time: 4:39:05.651147
- B/E: 3 / 124 , Gen_loss: -0.36230773 MI_loss: 21.981506 Detection error: 0.010468721389770508 time: 4:39:06.436579
- B/E: 4 / 124 , Gen_loss: -0.36580297 MI_loss: 22.155462 Detection error: 0.010393738746643066 time: 4:39:07.188823
- B/E: 5 / 124 , Gen_loss: -0.35210997 MI_loss: 21.393192 Detection error: 0.010328114032745361 time: 4:39:08.034741
- B/E: 6 / 124 , Gen_loss: -0.3509119 MI_loss: 21.390663 Detection error: 0.010352671146392822 time: 4:39:08.897501
- B/E: 7 / 124 , Gen_loss: -0.3509728 MI_loss: 21.441477 Detection error: 0.010343730449676514 time: 4:39:09.756188
- B/E: 8 / 124 , Gen_loss: -0.35859874 MI_loss: 21.759912 Detection error: 0.010260403156280518 time: 4:39:10.613484
- B/E: 9 / 124 , Gen_loss: -0.3517403 MI_loss: 21.438227 Detection error: 0.010278105735778809 time: 4:39:11.474531
- B/E: 10 / 124 , Gen_loss: -0.36663336 MI_loss: 22.222391 Detection error: 0.010284066200256348 time: 4:39:12.445679
- B/E: 11 / 124 , Gen_loss: -0.3541198 MI_loss: 21.56508 Detection error: 0.010328114032745361 time: 4:39:13.303939
- B/E: 12 / 124 , Gen_loss: -0.34531558 MI_loss: 20.923023 Detection error: 0.01037740707397461 time: 4:39:14.098265
- B/E: 13 / 124 , Gen_loss: -0.35747346 MI_loss: 21.715197 Detection error: 0.010357141494750977 time: 4:39:14.852682
- B/E: 14 / 124 , Gen_loss: -0.36674783 MI_loss: 22.077267 Detection error: 0.010356247425079346 time: 4:39:15.602493
- B/E: 15 / 124 , Gen_loss: -0.36016998 MI_loss: 21.914219 Detection error: 0.01035153865814209 time: 4:39:16.359396
- B/E: 16 / 124 , Gen_loss: -0.35567456 MI_loss: 21.434301 Detection error: 0.010310649871826172 time: 4:39:17.113298
- B/E: 17 / 124 , Gen_loss: -0.34982795 MI_loss: 21.232052 Detection error: 0.010286450386047363 time: 4:39:17.869139
- B/E: 18 / 124 , Gen_loss: -0.3513442 MI_loss: 21.272818 Detection error: 0.010225355625152588 time: 4:39:18.626470
- B/E: 19 / 124 , Gen_loss: -0.33920693 MI_loss: 20.658527 Detection error: 0.010232806205749512 time: 4:39:19.495364
- B/E: 20 / 124 , Gen_loss: -0.35444224 MI_loss: 21.559002 Detection error: 0.010278284549713135 time: 4:39:20.355653
- B/E: 21 / 124 , Gen_loss: -0.36062932 MI_loss: 21.955225 Detection error: 0.010282695293426514 time: 4:39:21.215234
- B/E: 22 / 124 , Gen_loss: -0.3642641 MI_loss: 21.867382 Detection error: 0.010249972343444824 time: 4:39:22.082042
- B/E: 23 / 124 , Gen_loss: -0.35643116 MI_loss: 21.606825 Detection error: 0.010249972343444824 time: 4:39:22.939600
- B/E: 24 / 124 , Gen_loss: -0.36109436 MI_loss: 21.794592 Detection error: 0.010254979133605957 time: 4:39:23.800671
- B/E: 25 / 124 , Gen_loss: -0.34850183 MI_loss: 20.967863 Detection error: 0.010253608226776123 time: 4:39:24.743302
- B/E: 26 / 124 , Gen_loss: -0.35319018 MI_loss: 21.438757 Detection error: 0.010324060916900635 time: 4:39:25.606751
- B/E: 27 / 124 , Gen_loss: -0.36263168 MI_loss: 22.108273 Detection error: 0.010320305824279785 time: 4:39:26.471414
- B/E: 28 / 124 , Gen_loss: -0.3604305 MI_loss: 21.773352 Detection error: 0.010330796241760254 time: 4:39:27.257133
- B/E: 29 / 124 , Gen_loss: -0.3513747 MI_loss: 21.398796 Detection error: 0.010348975658416748 time: 4:39:28.053489
- B/E: 30 / 124 , Gen_loss: -0.3481971 MI_loss: 21.116358 Detection error: 0.01031351089477539 time: 4:39:28.806957
- B/E: 31 / 124 , Gen_loss: -0.35314798 MI_loss: 21.459736 Detection error: 0.010291039943695068 time: 4:39:29.558721
- B/E: 32 / 124 , Gen_loss: -0.34986752 MI_loss: 21.32122 Detection error: 0.010278403759002686 time: 4:39:30.350478
- B/E: 33 / 124 , Gen_loss: -0.35211304 MI_loss: 21.321629 Detection error: 0.01026010513305664 time: 4:39:31.102484
- B/E: 34 / 124 , Gen_loss: -0.35505646 MI_loss: 21.610441 Detection error: 0.010251760482788086 time: 4:39:31.860784
- B/E: 35 / 124 , Gen_loss: -0.35529295 MI_loss: 21.513557 Detection error: 0.010238707065582275 time: 4:39:32.616843
- B/E: 36 / 124 , Gen_loss: -0.35561433 MI_loss: 21.63366 Detection error: 0.010239839553833008 time: 4:39:33.370125
- B/E: 37 / 124 , Gen_loss: -0.36831632 MI_loss: 22.26771 Detection error: 0.010240137577056885 time: 4:39:34.124450
- B/E: 38 / 124 , Gen_loss: -0.35601643 MI_loss: 21.55381 Detection error: 0.010245978832244873 time: 4:39:34.895267
- B/E: 39 / 124 , Gen_loss: -0.34647495 MI_loss: 20.916042 Detection error: 0.010238289833068848 time: 4:39:35.649863
- B/E: 40 / 124 , Gen_loss: -0.36008573 MI_loss: 21.857944 Detection error: 0.01023322343826294 time: 4:39:36.400904
- B/E: 41 / 124 , Gen_loss: -0.35516208 MI_loss: 21.652805 Detection error: 0.010226190090179443 time: 4:39:37.277048
- B/E: 42 / 124 , Gen_loss: -0.36226523 MI_loss: 21.94822 Detection error: 0.01019984483718872 time: 4:39:38.029996
- B/E: 43 / 124 , Gen_loss: -0.36455032 MI_loss: 21.969969 Detection error: 0.010210931301116943 time: 4:39:38.913780
- B/E: 44 / 124 , Gen_loss: -0.3593903 MI_loss: 21.952702 Detection error: 0.010214567184448242 time: 4:39:39.773854
- B/E: 45 / 124 , Gen_loss: -0.35926372 MI_loss: 21.797459 Detection error: 0.010226905345916748 time: 4:39:40.632190
- B/E: 46 / 124 , Gen_loss: -0.35743916 MI_loss: 21.67953 Detection error: 0.010234713554382324 time: 4:39:41.494894
- B/E: 47 / 124 , Gen_loss: -0.36050668 MI_loss: 21.777494 Detection error: 0.010238945484161377 time: 4:39:42.293982
- B/E: 48 / 124 , Gen_loss: -0.35706332 MI_loss: 21.690224 Detection error: 0.010254442691802979 time: 4:39:43.071101
- B/E: 49 / 124 , Gen_loss: -0.36065403 MI_loss: 21.93009 Detection error: 0.010251879692077637 time: 4:39:43.823369
- B/E: 50 / 124 , Gen_loss: -0.3457214 MI_loss: 21.105192 Detection error: 0.0102616548538208 time: 4:39:44.669088
- B/E: 51 / 124 , Gen_loss: -0.35660252 MI_loss: 21.77932 Detection error: 0.01024937629699707 time: 4:39:45.549043
- B/E: 52 / 124 , Gen_loss: -0.35552436 MI_loss: 21.56538 Detection error: 0.010249435901641846 time: 4:39:46.374196
- B/E: 53 / 124 , Gen_loss: -0.35416546 MI_loss: 21.405077 Detection error: 0.010260403156280518 time: 4:39:47.124978
- B/E: 54 / 124 , Gen_loss: -0.34938827 MI_loss: 21.142988 Detection error: 0.01025623083114624 time: 4:39:47.876344
- B/E: 55 / 124 , Gen_loss: -0.35740164 MI_loss: 21.713259 Detection error: 0.01025170087814331 time: 4:39:48.632450
- B/E: 56 / 124 , Gen_loss: -0.36691582 MI_loss: 22.13016 Detection error: 0.010227501392364502 time: 4:39:49.474048
- B/E: 57 / 124 , Gen_loss: -0.3521484 MI_loss: 21.356918 Detection error: 0.0102311372756958 time: 4:39:50.394715
- B/E: 58 / 124 , Gen_loss: -0.35214353 MI_loss: 21.335846 Detection error: 0.01021343469619751 time: 4:39:51.145548
- B/E: 59 / 124 , Gen_loss: -0.34497654 MI_loss: 20.917444 Detection error: 0.010230183601379395 time: 4:39:51.899903
- B/E: 60 / 124 , Gen_loss: -0.36413512 MI_loss: 21.99534 Detection error: 0.010233104228973389 time: 4:39:52.768325
- B/E: 61 / 124 , Gen_loss: -0.35845193 MI_loss: 21.807 Detection error: 0.010231852531433105 time: 4:39:53.623680
- B/E: 62 / 124 , Gen_loss: -0.35915637 MI_loss: 21.863037 Detection error: 0.01023709774017334 time: 4:39:54.480707
- B/E: 63 / 124 , Gen_loss: -0.34849483 MI_loss: 21.235798 Detection error: 0.010242164134979248 time: 4:39:55.337602
- B/E: 64 / 124 , Gen_loss: -0.3521686 MI_loss: 21.391499 Detection error: 0.010242760181427002 time: 4:39:56.194684
- B/E: 65 / 124 , Gen_loss: -0.34584203 MI_loss: 20.748055 Detection error: 0.010229170322418213 time: 4:39:57.054758
- B/E: 66 / 124 , Gen_loss: -0.35491446 MI_loss: 21.455296 Detection error: 0.010226190090179443 time: 4:39:57.912065
- B/E: 67 / 124 , Gen_loss: -0.3608207 MI_loss: 21.87851 Detection error: 0.010217845439910889 time: 4:39:58.774025
- B/E: 68 / 124 , Gen_loss: -0.35525182 MI_loss: 21.53331 Detection error: 0.010226428508758545 time: 4:39:59.631530
- B/E: 69 / 124 , Gen_loss: -0.36037874 MI_loss: 21.935436 Detection error: 0.01023036241531372 time: 4:40:00.419842
- B/E: 70 / 124 , Gen_loss: -0.35606992 MI_loss: 21.540098 Detection error: 0.01022404432296753 time: 4:40:01.170083
- B/E: 71 / 124 , Gen_loss: -0.3406087 MI_loss: 20.630146 Detection error: 0.010226130485534668 time: 4:40:01.932143
- B/E: 72 / 124 , Gen_loss: -0.3456986 MI_loss: 20.86148 Detection error: 0.010227322578430176 time: 4:40:02.681115
- B/E: 73 / 124 , Gen_loss: -0.36125252 MI_loss: 21.939161 Detection error: 0.01022803783416748 time: 4:40:03.510745
- B/E: 74 / 124 , Gen_loss: -0.36865819 MI_loss: 22.36379 Detection error: 0.010217487812042236 time: 4:40:04.275136
- B/E: 75 / 124 , Gen_loss: -0.3499304 MI_loss: 21.133253 Detection error: 0.01020723581314087 time: 4:40:05.028319
- B/E: 76 / 124 , Gen_loss: -0.35020232 MI_loss: 21.376722 Detection error: 0.010219573974609375 time: 4:40:05.852697
- B/E: 77 / 124 , Gen_loss: -0.35486722 MI_loss: 21.493595 Detection error: 0.010214745998382568 time: 4:40:06.719351
- B/E: 78 / 124 , Gen_loss: -0.36692113 MI_loss: 22.111956 Detection error: 0.0102120041847229 time: 4:40:07.578140
- B/E: 79 / 124 , Gen_loss: -0.35936657 MI_loss: 21.674765 Detection error: 0.010224580764770508 time: 4:40:08.441431
- B/E: 80 / 124 , Gen_loss: -0.3565638 MI_loss: 21.729595 Detection error: 0.010235369205474854 time: 4:40:09.243149
- B/E: 81 / 124 , Gen_loss: -0.3581856 MI_loss: 21.654896 Detection error: 0.010224103927612305 time: 4:40:10.013348
- B/E: 82 / 124 , Gen_loss: -0.3678569 MI_loss: 22.30967 Detection error: 0.010220229625701904 time: 4:40:10.863526
- B/E: 83 / 124 , Gen_loss: -0.3487112 MI_loss: 20.929379 Detection error: 0.010224699974060059 time: 4:40:11.728337
- B/E: 84 / 124 , Gen_loss: -0.36306387 MI_loss: 22.037674 Detection error: 0.01022648811340332 time: 4:40:12.589357
- B/E: 85 / 124 , Gen_loss: -0.35224655 MI_loss: 21.213097 Detection error: 0.010207116603851318 time: 4:40:13.448191
- B/E: 86 / 124 , Gen_loss: -0.3500383 MI_loss: 21.10924 Detection error: 0.010210514068603516 time: 4:40:14.308679
- B/E: 87 / 124 , Gen_loss: -0.35227117 MI_loss: 21.176884 Detection error: 0.010194599628448486 time: 4:40:15.172718
- B/E: 88 / 124 , Gen_loss: -0.35253632 MI_loss: 21.555454 Detection error: 0.010186433792114258 time: 4:40:16.034447
- B/E: 89 / 124 , Gen_loss: -0.35721958 MI_loss: 21.793179 Detection error: 0.010198235511779785 time: 4:40:16.983739
- B/E: 90 / 124 , Gen_loss: -0.35349685 MI_loss: 21.322683 Detection error: 0.010198831558227539 time: 4:40:17.846819
- B/E: 91 / 124 , Gen_loss: -0.3501207 MI_loss: 21.301636 Detection error: 0.010201454162597656 time: 4:40:18.671284
- B/E: 92 / 124 , Gen_loss: -0.3529428 MI_loss: 21.311302 Detection error: 0.010187506675720215 time: 4:40:19.508874
- B/E: 93 / 124 , Gen_loss: -0.3583348 MI_loss: 21.774532 Detection error: 0.010190188884735107 time: 4:40:20.369084
- B/E: 94 / 124 , Gen_loss: -0.35786325 MI_loss: 21.709572 Detection error: 0.010200023651123047 time: 4:40:21.225956
- B/E: 95 / 124 , Gen_loss: -0.350821 MI_loss: 21.35839 Detection error: 0.010203778743743896 time: 4:40:22.002292
- B/E: 96 / 124 , Gen_loss: -0.36239928 MI_loss: 21.883814 Detection error: 0.010200679302215576 time: 4:40:22.753336
- B/E: 97 / 124 , Gen_loss: -0.3621003 MI_loss: 21.981808 Detection error: 0.010195136070251465 time: 4:40:23.504575
- B/E: 98 / 124 , Gen_loss: -0.3523287 MI_loss: 21.454834 Detection error: 0.010184645652770996 time: 4:40:24.334358
- B/E: 99 / 124 , Gen_loss: -0.35752735 MI_loss: 21.69223 Detection error: 0.010183453559875488 time: 4:40:25.179307
- B/E: 100 / 124 , Gen_loss: -0.3557237 MI_loss: 21.513643 Detection error: 0.01019275188446045 time: 4:40:25.931716
- B/E: 101 / 124 , Gen_loss: -0.35366896 MI_loss: 21.43262 Detection error: 0.010196685791015625 time: 4:40:26.682506
- B/E: 102 / 124 , Gen_loss: -0.35922763 MI_loss: 21.778934 Detection error: 0.010195672512054443 time: 4:40:27.433610
- B/E: 103 / 124 , Gen_loss: -0.35391283 MI_loss: 21.488089 Detection error: 0.010197699069976807 time: 4:40:28.184841
- B/E: 104 / 124 , Gen_loss: -0.35856235 MI_loss: 21.549564 Detection error: 0.010200917720794678 time: 4:40:28.937877
- B/E: 105 / 124 , Gen_loss: -0.35751915 MI_loss: 21.69978 Detection error: 0.01019430160522461 time: 4:40:29.785104
- B/E: 106 / 124 , Gen_loss: -0.35110217 MI_loss: 21.295113 Detection error: 0.01019740104675293 time: 4:40:30.537449
- B/E: 107 / 124 , Gen_loss: -0.36278886 MI_loss: 22.06898 Detection error: 0.010197937488555908 time: 4:40:31.289322
- B/E: 108 / 124 , Gen_loss: -0.3574208 MI_loss: 21.526773 Detection error: 0.010204672813415527 time: 4:40:32.051234
- B/E: 109 / 124 , Gen_loss: -0.36574364 MI_loss: 22.168945 Detection error: 0.01020139455795288 time: 4:40:32.802389
- B/E: 110 / 124 , Gen_loss: -0.35367954 MI_loss: 21.406609 Detection error: 0.010193407535552979 time: 4:40:33.556167
- B/E: 111 / 124 , Gen_loss: -0.35532516 MI_loss: 21.488253 Detection error: 0.010187506675720215 time: 4:40:34.401731
- B/E: 112 / 124 , Gen_loss: -0.3523341 MI_loss: 21.301628 Detection error: 0.010193586349487305 time: 4:40:35.271470
- B/E: 113 / 124 , Gen_loss: -0.3599054 MI_loss: 21.87794 Detection error: 0.01019597053527832 time: 4:40:36.134897
- B/E: 114 / 124 , Gen_loss: -0.36174017 MI_loss: 22.003614 Detection error: 0.01019376516342163 time: 4:40:36.992983
- B/E: 115 / 124 , Gen_loss: -0.35626698 MI_loss: 21.490986 Detection error: 0.010188043117523193 time: 4:40:37.853741
- B/E: 116 / 124 , Gen_loss: -0.3536403 MI_loss: 21.256687 Detection error: 0.010187208652496338 time: 4:40:38.714804
- B/E: 117 / 124 , Gen_loss: -0.35057375 MI_loss: 21.514885 Detection error: 0.010193586349487305 time: 4:40:39.580849
- B/E: 118 / 124 , Gen_loss: -0.35874987 MI_loss: 21.655704 Detection error: 0.010184884071350098 time: 4:40:40.440021
- B/E: 119 / 124 , Gen_loss: -0.35297707 MI_loss: 21.35897 Detection error: 0.010185956954956055 time: 4:40:41.301226
- B/E: 120 / 124 , Gen_loss: -0.3592546 MI_loss: 21.823866 Detection error: 0.010183095932006836 time: 4:40:42.163855
- B/E: 121 / 124 , Gen_loss: -0.3563808 MI_loss: 21.703432 Detection error: 0.010187268257141113 time: 4:40:43.102484
- B/E: 122 / 124 , Gen_loss: -0.3656709 MI_loss: 22.004265 Detection error: 0.01018524169921875 time: 4:40:43.962226
- B/E: 123 / 124 , Gen_loss: -0.36305636 MI_loss: 22.041338 Detection error: 0.010178446769714355 time: 4:40:44.823464
- B/E: 124 / 124 , Gen_loss: -0.35952255 MI_loss: 21.8029 Detection error: 0.01017749309539795 time: 4:40:45.688473
- B/E: 125 / 124 , Gen_loss: -0.35279036 MI_loss: 21.375866 Detection error: 0.010178565979003906 time: 4:40:46.553570
- B/E: 126 / 124 , Gen_loss: -0.34957132 MI_loss: 21.279684 Detection error: 0.010185301303863525 time: 4:40:47.414171
- B/E: 127 / 124 , Gen_loss: -0.3573926 MI_loss: 21.644718 Detection error: 0.01018434762954712 time: 4:40:48.272201
- B/E: 128 / 124 , Gen_loss: -0.3537902 MI_loss: 21.445953 Detection error: 0.010190904140472412 time: 4:40:49.134076
- B/E: 129 / 124 , Gen_loss: -0.36284333 MI_loss: 22.12798 Detection error: 0.010197579860687256 time: 4:40:49.989353
- B/E: 130 / 124 , Gen_loss: -0.3543215 MI_loss: 21.572563 Detection error: 0.010201811790466309 time: 4:40:50.834618
- B/E: 131 / 124 , Gen_loss: -0.35414955 MI_loss: 21.384674 Detection error: 0.010208308696746826 time: 4:40:51.695845
- B/E: 132 / 124 , Gen_loss: -0.35825658 MI_loss: 21.539837 Detection error: 0.010202527046203613 time: 4:40:52.475578
- B/E: 133 / 124 , Gen_loss: -0.35846663 MI_loss: 21.69848 Detection error: 0.010209441184997559 time: 4:40:53.303657
- B/E: 134 / 124 , Gen_loss: -0.3543597 MI_loss: 21.559843 Detection error: 0.010216176509857178 time: 4:40:54.163445
- B/E: 135 / 124 , Gen_loss: -0.3490953 MI_loss: 21.130096 Detection error: 0.01021486520767212 time: 4:40:55.026445
- B/E: 136 / 124 , Gen_loss: -0.35356987 MI_loss: 21.515375 Detection error: 0.010217607021331787 time: 4:40:55.840100
- B/E: 137 / 124 , Gen_loss: -0.34882945 MI_loss: 21.154968 Detection error: 0.010219216346740723 time: 4:40:56.681940
- B/E: 138 / 124 , Gen_loss: -0.3434439 MI_loss: 20.83197 Detection error: 0.010225474834442139 time: 4:40:57.437182
- B/E: 139 / 124 , Gen_loss: -0.34952688 MI_loss: 21.157932 Detection error: 0.010225474834442139 time: 4:40:58.264624
- B/E: 140 / 124 , Gen_loss: -0.3657484 MI_loss: 22.118038 Detection error: 0.010232925415039062 time: 4:40:59.052229
- B/E: 141 / 124 , Gen_loss: -0.36224028 MI_loss: 21.839369 Detection error: 0.010229527950286865 time: 4:40:59.802180
- B/E: 142 / 124 , Gen_loss: -0.35298833 MI_loss: 21.390755 Detection error: 0.01022571325302124 time: 4:41:00.572762
- B/E: 143 / 124 , Gen_loss: -0.37003735 MI_loss: 22.484192 Detection error: 0.010222434997558594 time: 4:41:01.418722
- B/E: 144 / 124 , Gen_loss: -0.35223597 MI_loss: 21.284237 Detection error: 0.010232329368591309 time: 4:41:02.276298
- B/E: 145 / 124 , Gen_loss: -0.35935235 MI_loss: 21.800587 Detection error: 0.010239720344543457 time: 4:41:03.135051
- B/E: 146 / 124 , Gen_loss: -0.3597837 MI_loss: 21.8073 Detection error: 0.010241508483886719 time: 4:41:04.006698
- B/E: 147 / 124 , Gen_loss: -0.3547723 MI_loss: 21.488255 Detection error: 0.010244488716125488 time: 4:41:04.874004
- B/E: 148 / 124 , Gen_loss: -0.35611007 MI_loss: 21.595543 Detection error: 0.010246634483337402 time: 4:41:05.757512
- B/E: 149 / 124 , Gen_loss: -0.36013934 MI_loss: 21.90898 Detection error: 0.010254979133605957 time: 4:41:06.616163
-
- Test Loss: 10.423675 Test Error: 0.01089167594909668
- -----
- EPOCH: 125
- B/E: 0 / 125 , Gen_loss: -0.35629746 MI_loss: 21.53268 Detection error: 0.01090627908706665 time: 4:41:08.574506
- B/E: 1 / 125 , Gen_loss: -0.35380116 MI_loss: 21.503254 Detection error: 0.01078122854232788 time: 4:41:24.226293
- B/E: 2 / 125 , Gen_loss: -0.3481812 MI_loss: 20.894028 Detection error: 0.010416686534881592 time: 4:41:25.215375
- B/E: 3 / 125 , Gen_loss: -0.3528977 MI_loss: 21.366907 Detection error: 0.010320305824279785 time: 4:41:26.087884
- B/E: 4 / 125 , Gen_loss: -0.35008946 MI_loss: 21.312775 Detection error: 0.010249972343444824 time: 4:41:26.951846
- B/E: 5 / 125 , Gen_loss: -0.3588734 MI_loss: 21.830326 Detection error: 0.010255217552185059 time: 4:41:27.813508
- B/E: 6 / 125 , Gen_loss: -0.34769168 MI_loss: 21.171352 Detection error: 0.01033484935760498 time: 4:41:28.597702
- B/E: 7 / 125 , Gen_loss: -0.36783695 MI_loss: 22.308588 Detection error: 0.01034766435623169 time: 4:41:29.361204
- B/E: 8 / 125 , Gen_loss: -0.3490456 MI_loss: 21.155514 Detection error: 0.010302066802978516 time: 4:41:30.111553
- B/E: 9 / 125 , Gen_loss: -0.36469775 MI_loss: 22.125734 Detection error: 0.010246872901916504 time: 4:41:30.868971
- B/E: 10 / 125 , Gen_loss: -0.3590444 MI_loss: 21.734238 Detection error: 0.010278403759002686 time: 4:41:31.621688
- B/E: 11 / 125 , Gen_loss: -0.3536382 MI_loss: 21.3623 Detection error: 0.010286450386047363 time: 4:41:32.375268
- B/E: 12 / 125 , Gen_loss: -0.35572767 MI_loss: 21.648981 Detection error: 0.010367810726165771 time: 4:41:33.126081
- B/E: 13 / 125 , Gen_loss: -0.35217422 MI_loss: 21.115059 Detection error: 0.010345995426177979 time: 4:41:33.878460
- B/E: 14 / 125 , Gen_loss: -0.35181758 MI_loss: 21.30251 Detection error: 0.010316669940948486 time: 4:41:34.735187
- B/E: 15 / 125 , Gen_loss: -0.35127506 MI_loss: 21.237673 Detection error: 0.010302722454071045 time: 4:41:35.592368
- B/E: 16 / 125 , Gen_loss: -0.3547223 MI_loss: 21.343151 Detection error: 0.010272085666656494 time: 4:41:36.449500
- B/E: 17 / 125 , Gen_loss: -0.36160445 MI_loss: 21.849472 Detection error: 0.010243058204650879 time: 4:41:37.307854
- B/E: 18 / 125 , Gen_loss: -0.35013333 MI_loss: 21.168787 Detection error: 0.010246694087982178 time: 4:41:38.283824
- B/E: 19 / 125 , Gen_loss: -0.35677758 MI_loss: 21.716806 Detection error: 0.010207831859588623 time: 4:41:39.144722
- B/E: 20 / 125 , Gen_loss: -0.35130942 MI_loss: 21.21546 Detection error: 0.010242581367492676 time: 4:41:40.006036
- B/E: 21 / 125 , Gen_loss: -0.3593197 MI_loss: 21.874037 Detection error: 0.01023012399673462 time: 4:41:40.870422
- B/E: 22 / 125 , Gen_loss: -0.3624631 MI_loss: 21.883583 Detection error: 0.010211944580078125 time: 4:41:41.656092
- B/E: 23 / 125 , Gen_loss: -0.35657468 MI_loss: 21.576508 Detection error: 0.010212242603302002 time: 4:41:42.428582
- B/E: 24 / 125 , Gen_loss: -0.3565903 MI_loss: 21.50558 Detection error: 0.010227501392364502 time: 4:41:43.179317
- B/E: 25 / 125 , Gen_loss: -0.3586602 MI_loss: 21.714527 Detection error: 0.01022714376449585 time: 4:41:43.948345
- B/E: 26 / 125 , Gen_loss: -0.35293615 MI_loss: 21.531576 Detection error: 0.010270833969116211 time: 4:41:44.722865
- B/E: 27 / 125 , Gen_loss: -0.3643264 MI_loss: 22.260021 Detection error: 0.010290205478668213 time: 4:41:45.490142
- B/E: 28 / 125 , Gen_loss: -0.34989443 MI_loss: 21.433933 Detection error: 0.01030278205871582 time: 4:41:46.242105
- B/E: 29 / 125 , Gen_loss: -0.35370994 MI_loss: 21.3476 Detection error: 0.010311484336853027 time: 4:41:46.993211
- B/E: 30 / 125 , Gen_loss: -0.35321257 MI_loss: 21.463417 Detection error: 0.010283291339874268 time: 4:41:47.744877
- B/E: 31 / 125 , Gen_loss: -0.34950474 MI_loss: 21.229706 Detection error: 0.010252952575683594 time: 4:41:48.632113
- B/E: 32 / 125 , Gen_loss: -0.3553312 MI_loss: 21.525105 Detection error: 0.010252833366394043 time: 4:41:49.383877
- B/E: 33 / 125 , Gen_loss: -0.344077 MI_loss: 20.77819 Detection error: 0.010235309600830078 time: 4:41:50.135666
- B/E: 34 / 125 , Gen_loss: -0.3400276 MI_loss: 20.677204 Detection error: 0.010231256484985352 time: 4:41:50.887564
- B/E: 35 / 125 , Gen_loss: -0.3541315 MI_loss: 21.598007 Detection error: 0.010232627391815186 time: 4:41:51.647702
- B/E: 36 / 125 , Gen_loss: -0.35087067 MI_loss: 21.228893 Detection error: 0.010219573974609375 time: 4:41:52.401596
- B/E: 37 / 125 , Gen_loss: -0.35162443 MI_loss: 21.3367 Detection error: 0.01022040843963623 time: 4:41:53.154329
- B/E: 38 / 125 , Gen_loss: -0.35420558 MI_loss: 21.511738 Detection error: 0.010226786136627197 time: 4:41:53.906188
- B/E: 39 / 125 , Gen_loss: -0.3576491 MI_loss: 21.646742 Detection error: 0.0102195143699646 time: 4:41:54.661436
- B/E: 40 / 125 , Gen_loss: -0.344833 MI_loss: 20.93321 Detection error: 0.010216474533081055 time: 4:41:55.410729
- B/E: 41 / 125 , Gen_loss: -0.3669934 MI_loss: 22.208088 Detection error: 0.010210573673248291 time: 4:41:56.176740
- B/E: 42 / 125 , Gen_loss: -0.3548738 MI_loss: 21.427372 Detection error: 0.010194063186645508 time: 4:41:56.925741
- B/E: 43 / 125 , Gen_loss: -0.3664429 MI_loss: 22.092411 Detection error: 0.01018679141998291 time: 4:41:57.678161
- B/E: 44 / 125 , Gen_loss: -0.36373335 MI_loss: 22.067972 Detection error: 0.01020348072052002 time: 4:41:58.524257
- B/E: 45 / 125 , Gen_loss: -0.36107346 MI_loss: 21.884209 Detection error: 0.010216057300567627 time: 4:41:59.388663
- B/E: 46 / 125 , Gen_loss: -0.3589908 MI_loss: 21.776293 Detection error: 0.010227382183074951 time: 4:42:00.246715
- B/E: 47 / 125 , Gen_loss: -0.36244085 MI_loss: 22.00465 Detection error: 0.010219395160675049 time: 4:42:01.104521
- B/E: 48 / 125 , Gen_loss: -0.3609576 MI_loss: 21.857101 Detection error: 0.010235965251922607 time: 4:42:02.047191
- B/E: 49 / 125 , Gen_loss: -0.3595124 MI_loss: 21.847157 Detection error: 0.010234355926513672 time: 4:42:02.906554
- B/E: 50 / 125 , Gen_loss: -0.35655555 MI_loss: 21.779358 Detection error: 0.01024019718170166 time: 4:42:03.767290
- B/E: 51 / 125 , Gen_loss: -0.35864478 MI_loss: 21.922071 Detection error: 0.010246992111206055 time: 4:42:04.628920
- B/E: 52 / 125 , Gen_loss: -0.35731068 MI_loss: 21.609364 Detection error: 0.010242342948913574 time: 4:42:05.491094
- B/E: 53 / 125 , Gen_loss: -0.37391508 MI_loss: 22.656887 Detection error: 0.010261595249176025 time: 4:42:06.350529
- B/E: 54 / 125 , Gen_loss: -0.35563883 MI_loss: 21.585571 Detection error: 0.010260820388793945 time: 4:42:07.213414
- B/E: 55 / 125 , Gen_loss: -0.35288543 MI_loss: 21.401917 Detection error: 0.01023942232131958 time: 4:42:08.076136
- B/E: 56 / 125 , Gen_loss: -0.3532275 MI_loss: 21.36941 Detection error: 0.010233581066131592 time: 4:42:08.856740
- B/E: 57 / 125 , Gen_loss: -0.3532834 MI_loss: 21.485619 Detection error: 0.010225772857666016 time: 4:42:09.608019
- B/E: 58 / 125 , Gen_loss: -0.34880286 MI_loss: 21.125546 Detection error: 0.010212421417236328 time: 4:42:10.447429
- B/E: 59 / 125 , Gen_loss: -0.3598247 MI_loss: 21.918154 Detection error: 0.010234355926513672 time: 4:42:11.308057
- B/E: 60 / 125 , Gen_loss: -0.36070606 MI_loss: 21.624731 Detection error: 0.010236144065856934 time: 4:42:12.168597
- B/E: 61 / 125 , Gen_loss: -0.34319147 MI_loss: 20.785028 Detection error: 0.01023489236831665 time: 4:42:13.026134
- B/E: 62 / 125 , Gen_loss: -0.36163583 MI_loss: 22.017876 Detection error: 0.01024407148361206 time: 4:42:13.884293
- B/E: 63 / 125 , Gen_loss: -0.3650893 MI_loss: 22.242714 Detection error: 0.01023876667022705 time: 4:42:14.841454
- B/E: 64 / 125 , Gen_loss: -0.3501787 MI_loss: 21.441456 Detection error: 0.01023411750793457 time: 4:42:15.716060
- B/E: 65 / 125 , Gen_loss: -0.35522372 MI_loss: 21.592289 Detection error: 0.010237693786621094 time: 4:42:16.505865
- B/E: 66 / 125 , Gen_loss: -0.35967314 MI_loss: 21.760593 Detection error: 0.01023179292678833 time: 4:42:17.257105
- B/E: 67 / 125 , Gen_loss: -0.36170834 MI_loss: 21.926155 Detection error: 0.01022428274154663 time: 4:42:18.037264
- B/E: 68 / 125 , Gen_loss: -0.35398504 MI_loss: 21.683216 Detection error: 0.010229170322418213 time: 4:42:18.846213
- B/E: 69 / 125 , Gen_loss: -0.3691277 MI_loss: 22.503801 Detection error: 0.010235249996185303 time: 4:42:19.679596
- B/E: 70 / 125 , Gen_loss: -0.34944546 MI_loss: 21.219412 Detection error: 0.010229766368865967 time: 4:42:20.538280
- B/E: 71 / 125 , Gen_loss: -0.344777 MI_loss: 20.852991 Detection error: 0.010235249996185303 time: 4:42:21.397205
- B/E: 72 / 125 , Gen_loss: -0.36093497 MI_loss: 21.94472 Detection error: 0.01022946834564209 time: 4:42:22.257430
- B/E: 73 / 125 , Gen_loss: -0.36320895 MI_loss: 21.94205 Detection error: 0.010230600833892822 time: 4:42:23.115126
- B/E: 74 / 125 , Gen_loss: -0.35592812 MI_loss: 21.56072 Detection error: 0.010230422019958496 time: 4:42:23.972357
- B/E: 75 / 125 , Gen_loss: -0.3454106 MI_loss: 20.822145 Detection error: 0.010227799415588379 time: 4:42:24.851515
- B/E: 76 / 125 , Gen_loss: -0.35206196 MI_loss: 21.242392 Detection error: 0.010232150554656982 time: 4:42:25.712276
- B/E: 77 / 125 , Gen_loss: -0.35948083 MI_loss: 21.699709 Detection error: 0.01022714376449585 time: 4:42:26.570483
- B/E: 78 / 125 , Gen_loss: -0.36101317 MI_loss: 21.803293 Detection error: 0.010219156742095947 time: 4:42:27.428155
- B/E: 79 / 125 , Gen_loss: -0.34758544 MI_loss: 21.09704 Detection error: 0.010232031345367432 time: 4:42:28.388094
- B/E: 80 / 125 , Gen_loss: -0.35887417 MI_loss: 21.784203 Detection error: 0.010239601135253906 time: 4:42:29.246155
- B/E: 81 / 125 , Gen_loss: -0.34956825 MI_loss: 21.208565 Detection error: 0.010237395763397217 time: 4:42:30.104463
- B/E: 82 / 125 , Gen_loss: -0.36026704 MI_loss: 21.777725 Detection error: 0.010232686996459961 time: 4:42:30.962274
- B/E: 83 / 125 , Gen_loss: -0.35465518 MI_loss: 21.517572 Detection error: 0.0102347731590271 time: 4:42:31.824119
- B/E: 84 / 125 , Gen_loss: -0.35275197 MI_loss: 21.521132 Detection error: 0.010231614112854004 time: 4:42:32.688269
- B/E: 85 / 125 , Gen_loss: -0.36691117 MI_loss: 22.001883 Detection error: 0.010207831859588623 time: 4:42:33.554817
- B/E: 86 / 125 , Gen_loss: -0.34150907 MI_loss: 20.74859 Detection error: 0.010207951068878174 time: 4:42:34.435774
- B/E: 87 / 125 , Gen_loss: -0.3548787 MI_loss: 21.484577 Detection error: 0.0101967453956604 time: 4:42:35.298960
- B/E: 88 / 125 , Gen_loss: -0.35629106 MI_loss: 21.46864 Detection error: 0.010184705257415771 time: 4:42:36.159743
- B/E: 89 / 125 , Gen_loss: -0.35798815 MI_loss: 21.882599 Detection error: 0.010194778442382812 time: 4:42:37.021843
- B/E: 90 / 125 , Gen_loss: -0.3574471 MI_loss: 21.717056 Detection error: 0.010193347930908203 time: 4:42:37.883681
- B/E: 91 / 125 , Gen_loss: -0.35203347 MI_loss: 21.309717 Detection error: 0.01019906997680664 time: 4:42:38.744507
- B/E: 92 / 125 , Gen_loss: -0.3442403 MI_loss: 20.800358 Detection error: 0.010188519954681396 time: 4:42:39.606193
- B/E: 93 / 125 , Gen_loss: -0.35229802 MI_loss: 21.458122 Detection error: 0.010190188884735107 time: 4:42:40.466491
- B/E: 94 / 125 , Gen_loss: -0.34158608 MI_loss: 20.71526 Detection error: 0.010203957557678223 time: 4:42:41.331590
- B/E: 95 / 125 , Gen_loss: -0.36218134 MI_loss: 21.964931 Detection error: 0.010211288928985596 time: 4:42:42.274882
- B/E: 96 / 125 , Gen_loss: -0.35959214 MI_loss: 21.787176 Detection error: 0.010201990604400635 time: 4:42:43.138030
- B/E: 97 / 125 , Gen_loss: -0.3522337 MI_loss: 21.29148 Detection error: 0.01019066572189331 time: 4:42:43.943569
- B/E: 98 / 125 , Gen_loss: -0.35221598 MI_loss: 21.25369 Detection error: 0.01017773151397705 time: 4:42:44.714733
- B/E: 99 / 125 , Gen_loss: -0.36252508 MI_loss: 21.89362 Detection error: 0.010180652141571045 time: 4:42:45.468301
- B/E: 100 / 125 , Gen_loss: -0.36161247 MI_loss: 21.935387 Detection error: 0.01018226146697998 time: 4:42:46.227470
- B/E: 101 / 125 , Gen_loss: -0.3563635 MI_loss: 21.54895 Detection error: 0.010187208652496338 time: 4:42:47.095941
- B/E: 102 / 125 , Gen_loss: -0.35191366 MI_loss: 21.39861 Detection error: 0.010186314582824707 time: 4:42:47.956796
- B/E: 103 / 125 , Gen_loss: -0.36102572 MI_loss: 21.846647 Detection error: 0.0101851224899292 time: 4:42:48.815060
- B/E: 104 / 125 , Gen_loss: -0.35694715 MI_loss: 21.667793 Detection error: 0.010188102722167969 time: 4:42:49.673548
- B/E: 105 / 125 , Gen_loss: -0.35748693 MI_loss: 21.754225 Detection error: 0.0101851224899292 time: 4:42:50.530966
- B/E: 106 / 125 , Gen_loss: -0.3654431 MI_loss: 22.252056 Detection error: 0.010190427303314209 time: 4:42:51.395007
- B/E: 107 / 125 , Gen_loss: -0.36101365 MI_loss: 21.757765 Detection error: 0.010190367698669434 time: 4:42:52.252478
- B/E: 108 / 125 , Gen_loss: -0.354565 MI_loss: 21.463959 Detection error: 0.010196983814239502 time: 4:42:53.109516
- B/E: 109 / 125 , Gen_loss: -0.35709956 MI_loss: 21.609568 Detection error: 0.01018977165222168 time: 4:42:53.967409
- B/E: 110 / 125 , Gen_loss: -0.34360036 MI_loss: 20.636824 Detection error: 0.01018214225769043 time: 4:42:54.833827
- B/E: 111 / 125 , Gen_loss: -0.36245716 MI_loss: 21.880142 Detection error: 0.010179400444030762 time: 4:42:55.780275
- B/E: 112 / 125 , Gen_loss: -0.3586911 MI_loss: 21.685923 Detection error: 0.010180294513702393 time: 4:42:56.639279
- B/E: 113 / 125 , Gen_loss: -0.35414347 MI_loss: 21.585833 Detection error: 0.010182559490203857 time: 4:42:57.496935
- B/E: 114 / 125 , Gen_loss: -0.36312187 MI_loss: 22.067343 Detection error: 0.010180950164794922 time: 4:42:58.393597
- B/E: 115 / 125 , Gen_loss: -0.36173066 MI_loss: 21.922472 Detection error: 0.010177254676818848 time: 4:42:59.254730
- B/E: 116 / 125 , Gen_loss: -0.34614965 MI_loss: 21.091465 Detection error: 0.010178685188293457 time: 4:43:00.135726
- B/E: 117 / 125 , Gen_loss: -0.3517256 MI_loss: 21.434572 Detection error: 0.010176360607147217 time: 4:43:00.994749
- B/E: 118 / 125 , Gen_loss: -0.3523134 MI_loss: 21.559092 Detection error: 0.010172247886657715 time: 4:43:01.854196
- B/E: 119 / 125 , Gen_loss: -0.3373096 MI_loss: 20.467989 Detection error: 0.010173201560974121 time: 4:43:02.712579
- B/E: 120 / 125 , Gen_loss: -0.3640016 MI_loss: 22.056059 Detection error: 0.010169148445129395 time: 4:43:03.573229
- B/E: 121 / 125 , Gen_loss: -0.34622547 MI_loss: 21.057507 Detection error: 0.010176479816436768 time: 4:43:04.415599
- B/E: 122 / 125 , Gen_loss: -0.36755434 MI_loss: 22.25719 Detection error: 0.010171234607696533 time: 4:43:05.177436
- B/E: 123 / 125 , Gen_loss: -0.36373305 MI_loss: 21.860435 Detection error: 0.010163068771362305 time: 4:43:05.931322
- B/E: 124 / 125 , Gen_loss: -0.3566976 MI_loss: 21.630999 Detection error: 0.010165512561798096 time: 4:43:06.683296
- B/E: 125 / 125 , Gen_loss: -0.3575081 MI_loss: 21.73642 Detection error: 0.010164439678192139 time: 4:43:07.435346
- B/E: 126 / 125 , Gen_loss: -0.3528024 MI_loss: 21.410328 Detection error: 0.010174214839935303 time: 4:43:08.189394
- B/E: 127 / 125 , Gen_loss: -0.36565542 MI_loss: 22.21385 Detection error: 0.01017063856124878 time: 4:43:09.143714
- B/E: 128 / 125 , Gen_loss: -0.3547707 MI_loss: 21.439188 Detection error: 0.010177314281463623 time: 4:43:10.003413
- B/E: 129 / 125 , Gen_loss: -0.35781804 MI_loss: 21.773375 Detection error: 0.01017981767654419 time: 4:43:10.863808
- B/E: 130 / 125 , Gen_loss: -0.35838965 MI_loss: 21.688765 Detection error: 0.010187268257141113 time: 4:43:11.724779
- B/E: 131 / 125 , Gen_loss: -0.35684714 MI_loss: 21.601744 Detection error: 0.01018679141998291 time: 4:43:12.519793
- B/E: 132 / 125 , Gen_loss: -0.35656926 MI_loss: 21.592024 Detection error: 0.01018136739730835 time: 4:43:13.272447
- B/E: 133 / 125 , Gen_loss: -0.3600372 MI_loss: 21.803009 Detection error: 0.010187029838562012 time: 4:43:14.024377
- B/E: 134 / 125 , Gen_loss: -0.34682095 MI_loss: 21.215298 Detection error: 0.010199308395385742 time: 4:43:14.776236
- B/E: 135 / 125 , Gen_loss: -0.35578018 MI_loss: 21.60591 Detection error: 0.010196208953857422 time: 4:43:15.527894
- B/E: 136 / 125 , Gen_loss: -0.3593192 MI_loss: 21.916012 Detection error: 0.010196864604949951 time: 4:43:16.385877
- B/E: 137 / 125 , Gen_loss: -0.3594144 MI_loss: 21.777546 Detection error: 0.010201334953308105 time: 4:43:17.248690
- B/E: 138 / 125 , Gen_loss: -0.35653484 MI_loss: 21.593176 Detection error: 0.010207533836364746 time: 4:43:18.113613
- B/E: 139 / 125 , Gen_loss: -0.35602805 MI_loss: 21.565083 Detection error: 0.010210037231445312 time: 4:43:18.971661
- B/E: 140 / 125 , Gen_loss: -0.3595134 MI_loss: 21.832712 Detection error: 0.010211408138275146 time: 4:43:19.832248
- B/E: 141 / 125 , Gen_loss: -0.3591393 MI_loss: 21.75554 Detection error: 0.010207533836364746 time: 4:43:20.693976
- B/E: 142 / 125 , Gen_loss: -0.36112836 MI_loss: 21.93624 Detection error: 0.010202348232269287 time: 4:43:21.560172
- B/E: 143 / 125 , Gen_loss: -0.3588276 MI_loss: 21.842958 Detection error: 0.010204851627349854 time: 4:43:22.501793
- B/E: 144 / 125 , Gen_loss: -0.3505588 MI_loss: 21.202204 Detection error: 0.01021122932434082 time: 4:43:23.292698
- B/E: 145 / 125 , Gen_loss: -0.34978858 MI_loss: 21.186024 Detection error: 0.01021641492843628 time: 4:43:24.042953
- B/E: 146 / 125 , Gen_loss: -0.36008033 MI_loss: 21.780106 Detection error: 0.010222136974334717 time: 4:43:24.877231
- B/E: 147 / 125 , Gen_loss: -0.3593165 MI_loss: 21.745205 Detection error: 0.010223627090454102 time: 4:43:25.736370
- B/E: 148 / 125 , Gen_loss: -0.36385265 MI_loss: 22.108185 Detection error: 0.010223984718322754 time: 4:43:26.595956
- B/E: 149 / 125 , Gen_loss: -0.34917852 MI_loss: 21.289595 Detection error: 0.010232269763946533 time: 4:43:27.453601
-
- Test Loss: 10.435192 Test Error: 0.010933339595794678
- -----
- EPOCH: 126
- B/E: 0 / 126 , Gen_loss: -0.35220787 MI_loss: 21.29408 Detection error: 0.011250019073486328 time: 4:43:29.410909
- B/E: 1 / 126 , Gen_loss: -0.34298134 MI_loss: 20.771013 Detection error: 0.010828137397766113 time: 4:43:45.214695
- B/E: 2 / 126 , Gen_loss: -0.343731 MI_loss: 20.74167 Detection error: 0.010531246662139893 time: 4:43:46.112302
- B/E: 3 / 126 , Gen_loss: -0.351347 MI_loss: 21.193138 Detection error: 0.010343730449676514 time: 4:43:46.916474
- B/E: 4 / 126 , Gen_loss: -0.3594077 MI_loss: 21.932816 Detection error: 0.010212481021881104 time: 4:43:47.668089
- B/E: 5 / 126 , Gen_loss: -0.36662176 MI_loss: 22.357895 Detection error: 0.010234355926513672 time: 4:43:48.522669
- B/E: 6 / 126 , Gen_loss: -0.34968233 MI_loss: 21.217651 Detection error: 0.010343730449676514 time: 4:43:49.303326
- B/E: 7 / 126 , Gen_loss: -0.35653794 MI_loss: 21.692175 Detection error: 0.010371088981628418 time: 4:43:50.055859
- B/E: 8 / 126 , Gen_loss: -0.36021549 MI_loss: 21.8152 Detection error: 0.010249972343444824 time: 4:43:50.810966
- B/E: 9 / 126 , Gen_loss: -0.350339 MI_loss: 21.137087 Detection error: 0.010262489318847656 time: 4:43:51.562274
- B/E: 10 / 126 , Gen_loss: -0.3605487 MI_loss: 21.862358 Detection error: 0.010244309902191162 time: 4:43:52.432190
- B/E: 11 / 126 , Gen_loss: -0.35519433 MI_loss: 21.534544 Detection error: 0.010291695594787598 time: 4:43:53.289524
- B/E: 12 / 126 , Gen_loss: -0.36620116 MI_loss: 22.186966 Detection error: 0.010358154773712158 time: 4:43:54.150929
- B/E: 13 / 126 , Gen_loss: -0.34955472 MI_loss: 21.19896 Detection error: 0.010350465774536133 time: 4:43:55.008058
- B/E: 14 / 126 , Gen_loss: -0.3539764 MI_loss: 21.653778 Detection error: 0.010337471961975098 time: 4:43:55.865607
- B/E: 15 / 126 , Gen_loss: -0.36148217 MI_loss: 21.883549 Detection error: 0.010335922241210938 time: 4:43:56.726230
- B/E: 16 / 126 , Gen_loss: -0.36609536 MI_loss: 22.053057 Detection error: 0.010281264781951904 time: 4:43:57.589047
- B/E: 17 / 126 , Gen_loss: -0.34908044 MI_loss: 21.182775 Detection error: 0.010262131690979004 time: 4:43:58.451171
- B/E: 18 / 126 , Gen_loss: -0.34831434 MI_loss: 21.020344 Detection error: 0.010213792324066162 time: 4:43:59.315356
- B/E: 19 / 126 , Gen_loss: -0.34792882 MI_loss: 21.199202 Detection error: 0.010235965251922607 time: 4:44:00.103180
- B/E: 20 / 126 , Gen_loss: -0.36177996 MI_loss: 21.86001 Detection error: 0.010269343852996826 time: 4:44:00.932504
- B/E: 21 / 126 , Gen_loss: -0.35301054 MI_loss: 21.450016 Detection error: 0.010245740413665771 time: 4:44:01.684409
- B/E: 22 / 126 , Gen_loss: -0.35635647 MI_loss: 21.55618 Detection error: 0.01023644208908081 time: 4:44:02.435109
- B/E: 23 / 126 , Gen_loss: -0.34961084 MI_loss: 21.056767 Detection error: 0.010217428207397461 time: 4:44:03.187039
- B/E: 24 / 126 , Gen_loss: -0.35753685 MI_loss: 21.814058 Detection error: 0.010241270065307617 time: 4:44:03.943041
- B/E: 25 / 126 , Gen_loss: -0.3607293 MI_loss: 21.897158 Detection error: 0.010241568088531494 time: 4:44:04.694602
- B/E: 26 / 126 , Gen_loss: -0.3533477 MI_loss: 21.5698 Detection error: 0.01029515266418457 time: 4:44:05.444946
- B/E: 27 / 126 , Gen_loss: -0.35361415 MI_loss: 21.58229 Detection error: 0.010281264781951904 time: 4:44:06.197260
- B/E: 28 / 126 , Gen_loss: -0.34971973 MI_loss: 21.2114 Detection error: 0.010320067405700684 time: 4:44:06.959079
- B/E: 29 / 126 , Gen_loss: -0.36481237 MI_loss: 22.140387 Detection error: 0.010321855545043945 time: 4:44:07.713484
- B/E: 30 / 126 , Gen_loss: -0.34700128 MI_loss: 21.07854 Detection error: 0.010301411151885986 time: 4:44:08.471649
- B/E: 31 / 126 , Gen_loss: -0.3517448 MI_loss: 21.299671 Detection error: 0.010261714458465576 time: 4:44:09.221553
- B/E: 32 / 126 , Gen_loss: -0.3623895 MI_loss: 21.987 Detection error: 0.010259449481964111 time: 4:44:09.971578
- B/E: 33 / 126 , Gen_loss: -0.36086428 MI_loss: 21.963804 Detection error: 0.010251820087432861 time: 4:44:10.732557
- B/E: 34 / 126 , Gen_loss: -0.35902685 MI_loss: 21.765295 Detection error: 0.010220527648925781 time: 4:44:11.484092
- B/E: 35 / 126 , Gen_loss: -0.36751297 MI_loss: 22.298367 Detection error: 0.010229170322418213 time: 4:44:12.235660
- B/E: 36 / 126 , Gen_loss: -0.3626448 MI_loss: 22.049845 Detection error: 0.010227203369140625 time: 4:44:13.072961
- B/E: 37 / 126 , Gen_loss: -0.35088602 MI_loss: 21.124342 Detection error: 0.01022040843963623 time: 4:44:13.831728
- B/E: 38 / 126 , Gen_loss: -0.35408714 MI_loss: 21.556587 Detection error: 0.010240375995635986 time: 4:44:14.586035
- B/E: 39 / 126 , Gen_loss: -0.35673544 MI_loss: 21.61617 Detection error: 0.010224997997283936 time: 4:44:15.437700
- B/E: 40 / 126 , Gen_loss: -0.35840526 MI_loss: 21.728401 Detection error: 0.01022028923034668 time: 4:44:16.295192
- B/E: 41 / 126 , Gen_loss: -0.3518433 MI_loss: 21.401348 Detection error: 0.010225474834442139 time: 4:44:17.197179
- B/E: 42 / 126 , Gen_loss: -0.36312205 MI_loss: 21.95562 Detection error: 0.010205686092376709 time: 4:44:18.023437
- B/E: 43 / 126 , Gen_loss: -0.36153802 MI_loss: 21.63122 Detection error: 0.010205984115600586 time: 4:44:18.790344
- B/E: 44 / 126 , Gen_loss: -0.34326032 MI_loss: 20.8146 Detection error: 0.01021873950958252 time: 4:44:19.542513
- B/E: 45 / 126 , Gen_loss: -0.36244813 MI_loss: 21.934978 Detection error: 0.010233700275421143 time: 4:44:20.295706
- B/E: 46 / 126 , Gen_loss: -0.3445349 MI_loss: 20.774837 Detection error: 0.010238707065582275 time: 4:44:21.046834
- B/E: 47 / 126 , Gen_loss: -0.3483914 MI_loss: 20.990278 Detection error: 0.010242819786071777 time: 4:44:21.800069
- B/E: 48 / 126 , Gen_loss: -0.35607043 MI_loss: 21.72726 Detection error: 0.010246813297271729 time: 4:44:22.550355
- B/E: 49 / 126 , Gen_loss: -0.35484517 MI_loss: 21.506634 Detection error: 0.010255634784698486 time: 4:44:23.303550
- B/E: 50 / 126 , Gen_loss: -0.35592684 MI_loss: 21.701525 Detection error: 0.010269582271575928 time: 4:44:24.156319
- B/E: 51 / 126 , Gen_loss: -0.35886246 MI_loss: 21.859701 Detection error: 0.010264396667480469 time: 4:44:25.016628
- B/E: 52 / 126 , Gen_loss: -0.3590321 MI_loss: 21.661985 Detection error: 0.010255277156829834 time: 4:44:25.973410
- B/E: 53 / 126 , Gen_loss: -0.36386585 MI_loss: 22.058517 Detection error: 0.010275483131408691 time: 4:44:26.832801
- B/E: 54 / 126 , Gen_loss: -0.35721537 MI_loss: 21.653444 Detection error: 0.010265350341796875 time: 4:44:27.607504
- B/E: 55 / 126 , Gen_loss: -0.34963706 MI_loss: 21.192474 Detection error: 0.010248303413391113 time: 4:44:28.366850
- B/E: 56 / 126 , Gen_loss: -0.36111477 MI_loss: 21.738255 Detection error: 0.01023632287979126 time: 4:44:29.117062
- B/E: 57 / 126 , Gen_loss: -0.36121327 MI_loss: 21.954819 Detection error: 0.0102311372756958 time: 4:44:29.868489
- B/E: 58 / 126 , Gen_loss: -0.3608004 MI_loss: 22.035141 Detection error: 0.01021873950958252 time: 4:44:30.699950
- B/E: 59 / 126 , Gen_loss: -0.36420736 MI_loss: 22.012863 Detection error: 0.010240614414215088 time: 4:44:31.558953
- B/E: 60 / 126 , Gen_loss: -0.3555966 MI_loss: 21.60077 Detection error: 0.010236680507659912 time: 4:44:32.418777
- B/E: 61 / 126 , Gen_loss: -0.34651187 MI_loss: 20.995714 Detection error: 0.010237932205200195 time: 4:44:33.275540
- B/E: 62 / 126 , Gen_loss: -0.3586084 MI_loss: 21.712053 Detection error: 0.010242044925689697 time: 4:44:34.137946
- B/E: 63 / 126 , Gen_loss: -0.35391176 MI_loss: 21.32739 Detection error: 0.010242164134979248 time: 4:44:34.997363
- B/E: 64 / 126 , Gen_loss: -0.36365137 MI_loss: 22.102888 Detection error: 0.010231256484985352 time: 4:44:35.843003
- B/E: 65 / 126 , Gen_loss: -0.35488638 MI_loss: 21.561874 Detection error: 0.010233879089355469 time: 4:44:36.593317
- B/E: 66 / 126 , Gen_loss: -0.36361158 MI_loss: 22.057146 Detection error: 0.010226190090179443 time: 4:44:37.349258
- B/E: 67 / 126 , Gen_loss: -0.36690667 MI_loss: 22.152113 Detection error: 0.010215997695922852 time: 4:44:38.102115
- B/E: 68 / 126 , Gen_loss: -0.35793433 MI_loss: 21.761452 Detection error: 0.010224640369415283 time: 4:44:38.930640
- B/E: 69 / 126 , Gen_loss: -0.36061266 MI_loss: 21.931778 Detection error: 0.010237038135528564 time: 4:44:39.690469
- B/E: 70 / 126 , Gen_loss: -0.36371425 MI_loss: 22.0559 Detection error: 0.010231971740722656 time: 4:44:40.443023
- B/E: 71 / 126 , Gen_loss: -0.3484782 MI_loss: 21.331665 Detection error: 0.010228753089904785 time: 4:44:41.284711
- B/E: 72 / 126 , Gen_loss: -0.3544972 MI_loss: 21.505957 Detection error: 0.01022946834564209 time: 4:44:42.144764
- B/E: 73 / 126 , Gen_loss: -0.3462394 MI_loss: 21.002886 Detection error: 0.010231852531433105 time: 4:44:43.004610
- B/E: 74 / 126 , Gen_loss: -0.3637657 MI_loss: 22.165098 Detection error: 0.010226666927337646 time: 4:44:43.866217
- B/E: 75 / 126 , Gen_loss: -0.35542676 MI_loss: 21.402273 Detection error: 0.01022493839263916 time: 4:44:44.727501
- B/E: 76 / 126 , Gen_loss: -0.35221806 MI_loss: 21.354212 Detection error: 0.0102272629737854 time: 4:44:45.590196
- B/E: 77 / 126 , Gen_loss: -0.36543912 MI_loss: 22.131863 Detection error: 0.01022273302078247 time: 4:44:46.419828
- B/E: 78 / 126 , Gen_loss: -0.35565534 MI_loss: 21.412693 Detection error: 0.010216355323791504 time: 4:44:47.178589
- B/E: 79 / 126 , Gen_loss: -0.34439197 MI_loss: 20.834038 Detection error: 0.010230481624603271 time: 4:44:47.928354
- B/E: 80 / 126 , Gen_loss: -0.3596188 MI_loss: 21.880949 Detection error: 0.010237634181976318 time: 4:44:48.682723
- B/E: 81 / 126 , Gen_loss: -0.3407898 MI_loss: 20.644285 Detection error: 0.01023322343826294 time: 4:44:49.529680
- B/E: 82 / 126 , Gen_loss: -0.3624145 MI_loss: 21.987156 Detection error: 0.010231554508209229 time: 4:44:50.392083
- B/E: 83 / 126 , Gen_loss: -0.36096832 MI_loss: 21.908806 Detection error: 0.0102347731590271 time: 4:44:51.252095
- B/E: 84 / 126 , Gen_loss: -0.3548543 MI_loss: 21.594162 Detection error: 0.0102308988571167 time: 4:44:52.199600
- B/E: 85 / 126 , Gen_loss: -0.3574032 MI_loss: 21.539272 Detection error: 0.01021111011505127 time: 4:44:53.057628
- B/E: 86 / 126 , Gen_loss: -0.35733858 MI_loss: 21.598864 Detection error: 0.01020437479019165 time: 4:44:53.922767
- B/E: 87 / 126 , Gen_loss: -0.34606233 MI_loss: 20.973251 Detection error: 0.01019817590713501 time: 4:44:54.782990
- B/E: 88 / 126 , Gen_loss: -0.35928595 MI_loss: 21.729162 Detection error: 0.010184705257415771 time: 4:44:55.642167
- B/E: 89 / 126 , Gen_loss: -0.35828122 MI_loss: 21.845062 Detection error: 0.010190606117248535 time: 4:44:56.500102
- B/E: 90 / 126 , Gen_loss: -0.35145834 MI_loss: 21.438618 Detection error: 0.010187149047851562 time: 4:44:57.391311
- B/E: 91 / 126 , Gen_loss: -0.36112228 MI_loss: 21.903015 Detection error: 0.010191917419433594 time: 4:44:58.250016
- B/E: 92 / 126 , Gen_loss: -0.3507444 MI_loss: 21.29607 Detection error: 0.01018446683883667 time: 4:44:59.110905
- B/E: 93 / 126 , Gen_loss: -0.35523346 MI_loss: 21.604465 Detection error: 0.01017916202545166 time: 4:44:59.968306
- B/E: 94 / 126 , Gen_loss: -0.35521966 MI_loss: 21.543867 Detection error: 0.010197699069976807 time: 4:45:00.828770
- B/E: 95 / 126 , Gen_loss: -0.36071718 MI_loss: 21.692104 Detection error: 0.010197281837463379 time: 4:45:01.688736
- B/E: 96 / 126 , Gen_loss: -0.35902524 MI_loss: 21.65201 Detection error: 0.010195255279541016 time: 4:45:02.546729
- B/E: 97 / 126 , Gen_loss: -0.35827255 MI_loss: 21.87863 Detection error: 0.010191023349761963 time: 4:45:03.422128
- B/E: 98 / 126 , Gen_loss: -0.35118166 MI_loss: 21.320105 Detection error: 0.010176479816436768 time: 4:45:04.303218
- B/E: 99 / 126 , Gen_loss: -0.34808174 MI_loss: 21.017822 Detection error: 0.01017218828201294 time: 4:45:05.170784
- B/E: 100 / 126 , Gen_loss: -0.3558182 MI_loss: 21.639532 Detection error: 0.010181307792663574 time: 4:45:06.048499
- B/E: 101 / 126 , Gen_loss: -0.36274716 MI_loss: 22.1187 Detection error: 0.010185658931732178 time: 4:45:06.800937
- B/E: 102 / 126 , Gen_loss: -0.36457184 MI_loss: 22.043169 Detection error: 0.010188102722167969 time: 4:45:07.558696
- B/E: 103 / 126 , Gen_loss: -0.36483386 MI_loss: 21.910606 Detection error: 0.01018601655960083 time: 4:45:08.321749
- B/E: 104 / 126 , Gen_loss: -0.35406247 MI_loss: 21.311266 Detection error: 0.010190784931182861 time: 4:45:09.072156
- B/E: 105 / 126 , Gen_loss: -0.357419 MI_loss: 21.6626 Detection error: 0.01018601655960083 time: 4:45:09.825634
- B/E: 106 / 126 , Gen_loss: -0.36318016 MI_loss: 22.004051 Detection error: 0.010187506675720215 time: 4:45:10.668986
- B/E: 107 / 126 , Gen_loss: -0.35099462 MI_loss: 21.31936 Detection error: 0.01019066572189331 time: 4:45:11.525772
- B/E: 108 / 126 , Gen_loss: -0.36042306 MI_loss: 21.907848 Detection error: 0.010199248790740967 time: 4:45:12.383139
- B/E: 109 / 126 , Gen_loss: -0.35913834 MI_loss: 21.715376 Detection error: 0.010190367698669434 time: 4:45:13.243210
- B/E: 110 / 126 , Gen_loss: -0.36276346 MI_loss: 21.861256 Detection error: 0.010184705257415771 time: 4:45:14.106467
- B/E: 111 / 126 , Gen_loss: -0.3721409 MI_loss: 22.618896 Detection error: 0.010182499885559082 time: 4:45:14.964803
- B/E: 112 / 126 , Gen_loss: -0.35492837 MI_loss: 21.309334 Detection error: 0.010180056095123291 time: 4:45:15.823652
- B/E: 113 / 126 , Gen_loss: -0.3543443 MI_loss: 21.522167 Detection error: 0.010187208652496338 time: 4:45:16.685508
- B/E: 114 / 126 , Gen_loss: -0.35743445 MI_loss: 21.635132 Detection error: 0.010186433792114258 time: 4:45:17.553490
- B/E: 115 / 126 , Gen_loss: -0.35099697 MI_loss: 21.290049 Detection error: 0.010183990001678467 time: 4:45:18.365819
- B/E: 116 / 126 , Gen_loss: -0.35811868 MI_loss: 21.820747 Detection error: 0.010180532932281494 time: 4:45:19.216854
- B/E: 117 / 126 , Gen_loss: -0.35261104 MI_loss: 21.524117 Detection error: 0.010188281536102295 time: 4:45:19.969158
- B/E: 118 / 126 , Gen_loss: -0.35010314 MI_loss: 21.080404 Detection error: 0.010181725025177002 time: 4:45:20.728099
- B/E: 119 / 126 , Gen_loss: -0.35509667 MI_loss: 21.514778 Detection error: 0.010178148746490479 time: 4:45:21.479959
- B/E: 120 / 126 , Gen_loss: -0.35496238 MI_loss: 21.591072 Detection error: 0.010178446769714355 time: 4:45:22.298025
- B/E: 121 / 126 , Gen_loss: -0.35828996 MI_loss: 21.831667 Detection error: 0.010183632373809814 time: 4:45:23.156566
- B/E: 122 / 126 , Gen_loss: -0.35284233 MI_loss: 21.346382 Detection error: 0.010177075862884521 time: 4:45:24.018029
- B/E: 123 / 126 , Gen_loss: -0.35573307 MI_loss: 21.583164 Detection error: 0.010171353816986084 time: 4:45:24.875711
- B/E: 124 / 126 , Gen_loss: -0.35385087 MI_loss: 21.451021 Detection error: 0.010169506072998047 time: 4:45:25.735890
- B/E: 125 / 126 , Gen_loss: -0.35675758 MI_loss: 21.684818 Detection error: 0.010172128677368164 time: 4:45:26.599829
- B/E: 126 / 126 , Gen_loss: -0.35739 MI_loss: 21.745161 Detection error: 0.010179638862609863 time: 4:45:27.461345
- B/E: 127 / 126 , Gen_loss: -0.35350832 MI_loss: 21.511341 Detection error: 0.01017773151397705 time: 4:45:28.321666
- B/E: 128 / 126 , Gen_loss: -0.3570641 MI_loss: 21.67714 Detection error: 0.010181427001953125 time: 4:45:29.104458
- B/E: 129 / 126 , Gen_loss: -0.34687087 MI_loss: 21.209639 Detection error: 0.01019209623336792 time: 4:45:29.853342
- B/E: 130 / 126 , Gen_loss: -0.35439292 MI_loss: 21.526709 Detection error: 0.010196089744567871 time: 4:45:30.610933
- B/E: 131 / 126 , Gen_loss: -0.35803843 MI_loss: 21.665512 Detection error: 0.01020050048828125 time: 4:45:31.404827
- B/E: 132 / 126 , Gen_loss: -0.35821155 MI_loss: 21.62199 Detection error: 0.010196685791015625 time: 4:45:32.244963
- B/E: 133 / 126 , Gen_loss: -0.36277336 MI_loss: 21.91754 Detection error: 0.010202169418334961 time: 4:45:33.029443
- B/E: 134 / 126 , Gen_loss: -0.3558587 MI_loss: 21.555733 Detection error: 0.010206222534179688 time: 4:45:33.787629
- B/E: 135 / 126 , Gen_loss: -0.35739362 MI_loss: 21.769192 Detection error: 0.010206103324890137 time: 4:45:34.545481
- B/E: 136 / 126 , Gen_loss: -0.35598788 MI_loss: 21.661999 Detection error: 0.010213255882263184 time: 4:45:35.296075
- B/E: 137 / 126 , Gen_loss: -0.351948 MI_loss: 21.23375 Detection error: 0.010211944580078125 time: 4:45:36.063450
- B/E: 138 / 126 , Gen_loss: -0.3531272 MI_loss: 21.44138 Detection error: 0.010218977928161621 time: 4:45:36.816861
- B/E: 139 / 126 , Gen_loss: -0.36536816 MI_loss: 22.069153 Detection error: 0.010225236415863037 time: 4:45:37.603687
- B/E: 140 / 126 , Gen_loss: -0.35747245 MI_loss: 21.72078 Detection error: 0.010226726531982422 time: 4:45:38.454248
- B/E: 141 / 126 , Gen_loss: -0.35609677 MI_loss: 21.587477 Detection error: 0.010219395160675049 time: 4:45:39.316038
- B/E: 142 / 126 , Gen_loss: -0.363963 MI_loss: 22.098366 Detection error: 0.010219216346740723 time: 4:45:40.179677
- B/E: 143 / 126 , Gen_loss: -0.3474227 MI_loss: 21.068605 Detection error: 0.010216772556304932 time: 4:45:40.962219
- B/E: 144 / 126 , Gen_loss: -0.35324448 MI_loss: 21.40214 Detection error: 0.010225236415863037 time: 4:45:41.714058
- B/E: 145 / 126 , Gen_loss: -0.35115167 MI_loss: 21.332247 Detection error: 0.010232865810394287 time: 4:45:42.469488
- B/E: 146 / 126 , Gen_loss: -0.3523554 MI_loss: 21.294966 Detection error: 0.010233402252197266 time: 4:45:43.223129
- B/E: 147 / 126 , Gen_loss: -0.3580534 MI_loss: 21.73304 Detection error: 0.010238409042358398 time: 4:45:43.995512
- B/E: 148 / 126 , Gen_loss: -0.3615788 MI_loss: 21.852142 Detection error: 0.010239720344543457 time: 4:45:44.848849
- B/E: 149 / 126 , Gen_loss: -0.3603911 MI_loss: 21.988207 Detection error: 0.010245442390441895 time: 4:45:45.599264
-
- Test Loss: 10.40464 Test Error: 0.010883331298828125
- -----
- EPOCH: 127
- B/E: 0 / 127 , Gen_loss: -0.3428522 MI_loss: 20.867296 Detection error: 0.01096874475479126 time: 4:45:47.394426
- B/E: 1 / 127 , Gen_loss: -0.3461621 MI_loss: 21.050148 Detection error: 0.01096874475479126 time: 4:46:03.186986
- B/E: 2 / 127 , Gen_loss: -0.35534662 MI_loss: 21.386496 Detection error: 0.010635435581207275 time: 4:46:04.068623
- B/E: 3 / 127 , Gen_loss: -0.34797755 MI_loss: 21.267975 Detection error: 0.010343730449676514 time: 4:46:04.926784
- B/E: 4 / 127 , Gen_loss: -0.35754806 MI_loss: 21.613697 Detection error: 0.010343730449676514 time: 4:46:05.786279
- B/E: 5 / 127 , Gen_loss: -0.35866046 MI_loss: 21.870035 Detection error: 0.010354161262512207 time: 4:46:06.646289
- B/E: 6 / 127 , Gen_loss: -0.35993984 MI_loss: 21.895767 Detection error: 0.010312497615814209 time: 4:46:07.506610
- B/E: 7 / 127 , Gen_loss: -0.37001097 MI_loss: 22.545815 Detection error: 0.010312497615814209 time: 4:46:08.366078
- B/E: 8 / 127 , Gen_loss: -0.35324365 MI_loss: 21.4594 Detection error: 0.010302066802978516 time: 4:46:09.223817
- B/E: 9 / 127 , Gen_loss: -0.35521194 MI_loss: 21.42862 Detection error: 0.01021873950958252 time: 4:46:10.088870
- B/E: 10 / 127 , Gen_loss: -0.35812348 MI_loss: 21.683111 Detection error: 0.0102272629737854 time: 4:46:11.040056
- B/E: 11 / 127 , Gen_loss: -0.3636007 MI_loss: 22.031712 Detection error: 0.010268211364746094 time: 4:46:11.898937
- B/E: 12 / 127 , Gen_loss: -0.35900134 MI_loss: 21.65086 Detection error: 0.01033174991607666 time: 4:46:12.757906
- B/E: 13 / 127 , Gen_loss: -0.35422072 MI_loss: 21.583586 Detection error: 0.01033705472946167 time: 4:46:13.622625
- B/E: 14 / 127 , Gen_loss: -0.36611602 MI_loss: 22.192448 Detection error: 0.010314583778381348 time: 4:46:14.483047
- B/E: 15 / 127 , Gen_loss: -0.3566446 MI_loss: 21.55171 Detection error: 0.010304689407348633 time: 4:46:15.340712
- B/E: 16 / 127 , Gen_loss: -0.36004806 MI_loss: 21.628744 Detection error: 0.010248184204101562 time: 4:46:16.219548
- B/E: 17 / 127 , Gen_loss: -0.352061 MI_loss: 21.38454 Detection error: 0.010236084461212158 time: 4:46:17.096553
- B/E: 18 / 127 , Gen_loss: -0.3471862 MI_loss: 21.082537 Detection error: 0.01020890474319458 time: 4:46:17.956961
- B/E: 19 / 127 , Gen_loss: -0.35485134 MI_loss: 21.506916 Detection error: 0.010176539421081543 time: 4:46:18.765449
- B/E: 20 / 127 , Gen_loss: -0.35347745 MI_loss: 21.524479 Detection error: 0.010223209857940674 time: 4:46:19.567839
- B/E: 21 / 127 , Gen_loss: -0.35454884 MI_loss: 21.604506 Detection error: 0.010220170021057129 time: 4:46:20.319942
- B/E: 22 / 127 , Gen_loss: -0.35923764 MI_loss: 21.696817 Detection error: 0.01019430160522461 time: 4:46:21.178157
- B/E: 23 / 127 , Gen_loss: -0.34656197 MI_loss: 20.842464 Detection error: 0.01017838716506958 time: 4:46:21.984697
- B/E: 24 / 127 , Gen_loss: -0.36468515 MI_loss: 22.22845 Detection error: 0.010212481021881104 time: 4:46:22.754606
- B/E: 25 / 127 , Gen_loss: -0.3515453 MI_loss: 21.207111 Detection error: 0.010223567485809326 time: 4:46:23.624433
- B/E: 26 / 127 , Gen_loss: -0.3495122 MI_loss: 21.28687 Detection error: 0.010283589363098145 time: 4:46:24.374356
- B/E: 27 / 127 , Gen_loss: -0.3547352 MI_loss: 21.446222 Detection error: 0.010282337665557861 time: 4:46:25.139960
- B/E: 28 / 127 , Gen_loss: -0.3487009 MI_loss: 21.119907 Detection error: 0.010294198989868164 time: 4:46:25.893292
- B/E: 29 / 127 , Gen_loss: -0.33887875 MI_loss: 20.526917 Detection error: 0.010298967361450195 time: 4:46:26.650157
- B/E: 30 / 127 , Gen_loss: -0.35524708 MI_loss: 21.627472 Detection error: 0.010282278060913086 time: 4:46:27.401068
- B/E: 31 / 127 , Gen_loss: -0.3539543 MI_loss: 21.368835 Detection error: 0.010244131088256836 time: 4:46:28.151913
- B/E: 32 / 127 , Gen_loss: -0.35587084 MI_loss: 21.615582 Detection error: 0.010249972343444824 time: 4:46:28.995948
- B/E: 33 / 127 , Gen_loss: -0.34815818 MI_loss: 21.084427 Detection error: 0.010237157344818115 time: 4:46:29.852861
- B/E: 34 / 127 , Gen_loss: -0.35832748 MI_loss: 21.729393 Detection error: 0.010216951370239258 time: 4:46:30.712200
- B/E: 35 / 127 , Gen_loss: -0.35179317 MI_loss: 21.22861 Detection error: 0.010211825370788574 time: 4:46:31.569654
- B/E: 36 / 127 , Gen_loss: -0.35218772 MI_loss: 21.222776 Detection error: 0.01020270586013794 time: 4:46:32.429011
- B/E: 37 / 127 , Gen_loss: -0.36078745 MI_loss: 21.886486 Detection error: 0.010210514068603516 time: 4:46:33.288481
- B/E: 38 / 127 , Gen_loss: -0.36152348 MI_loss: 22.006836 Detection error: 0.010225176811218262 time: 4:46:34.145570
- B/E: 39 / 127 , Gen_loss: -0.3646439 MI_loss: 21.962902 Detection error: 0.0102156400680542 time: 4:46:35.002164
- B/E: 40 / 127 , Gen_loss: -0.36722082 MI_loss: 22.107956 Detection error: 0.0102042555809021 time: 4:46:35.859279
- B/E: 41 / 127 , Gen_loss: -0.3552006 MI_loss: 21.53907 Detection error: 0.010193467140197754 time: 4:46:36.802713
- B/E: 42 / 127 , Gen_loss: -0.3709796 MI_loss: 22.591084 Detection error: 0.010185301303863525 time: 4:46:37.662541
- B/E: 43 / 127 , Gen_loss: -0.36215833 MI_loss: 21.95238 Detection error: 0.010188937187194824 time: 4:46:38.524974
- B/E: 44 / 127 , Gen_loss: -0.36301273 MI_loss: 22.09646 Detection error: 0.01019442081451416 time: 4:46:39.385689
- B/E: 45 / 127 , Gen_loss: -0.3546561 MI_loss: 21.435564 Detection error: 0.01019906997680664 time: 4:46:40.250469
- B/E: 46 / 127 , Gen_loss: -0.3542123 MI_loss: 21.601105 Detection error: 0.01021343469619751 time: 4:46:41.039466
- B/E: 47 / 127 , Gen_loss: -0.35772344 MI_loss: 21.74037 Detection error: 0.010207056999206543 time: 4:46:41.804640
- B/E: 48 / 127 , Gen_loss: -0.35338977 MI_loss: 21.524467 Detection error: 0.010215580463409424 time: 4:46:42.602603
- B/E: 49 / 127 , Gen_loss: -0.34825978 MI_loss: 21.038998 Detection error: 0.010219991207122803 time: 4:46:43.390450
- B/E: 50 / 127 , Gen_loss: -0.3551763 MI_loss: 21.634914 Detection error: 0.010229766368865967 time: 4:46:44.143618
- B/E: 51 / 127 , Gen_loss: -0.36182985 MI_loss: 22.011332 Detection error: 0.010220527648925781 time: 4:46:44.899969
- B/E: 52 / 127 , Gen_loss: -0.3531118 MI_loss: 21.249731 Detection error: 0.010217547416687012 time: 4:46:45.651055
- B/E: 53 / 127 , Gen_loss: -0.36286306 MI_loss: 22.112745 Detection error: 0.010244190692901611 time: 4:46:46.403090
- B/E: 54 / 127 , Gen_loss: -0.36048028 MI_loss: 21.861881 Detection error: 0.010238051414489746 time: 4:46:47.253979
- B/E: 55 / 127 , Gen_loss: -0.37190327 MI_loss: 22.572376 Detection error: 0.010223746299743652 time: 4:46:48.110370
- B/E: 56 / 127 , Gen_loss: -0.35808635 MI_loss: 21.467604 Detection error: 0.010207772254943848 time: 4:46:48.968774
- B/E: 57 / 127 , Gen_loss: -0.36837858 MI_loss: 22.256916 Detection error: 0.010199368000030518 time: 4:46:49.920992
- B/E: 58 / 127 , Gen_loss: -0.3600769 MI_loss: 21.788172 Detection error: 0.010192811489105225 time: 4:46:50.781800
- B/E: 59 / 127 , Gen_loss: -0.36066058 MI_loss: 21.93679 Detection error: 0.01021873950958252 time: 4:46:51.642127
- B/E: 60 / 127 , Gen_loss: -0.36846548 MI_loss: 22.396196 Detection error: 0.010210037231445312 time: 4:46:52.502167
- B/E: 61 / 127 , Gen_loss: -0.35190818 MI_loss: 21.253607 Detection error: 0.010217726230621338 time: 4:46:53.367233
- B/E: 62 / 127 , Gen_loss: -0.36767238 MI_loss: 22.459267 Detection error: 0.010214805603027344 time: 4:46:54.230250
- B/E: 63 / 127 , Gen_loss: -0.35174376 MI_loss: 21.315958 Detection error: 0.010219216346740723 time: 4:46:55.090668
- B/E: 64 / 127 , Gen_loss: -0.35526377 MI_loss: 21.642368 Detection error: 0.010212957859039307 time: 4:46:55.952622
- B/E: 65 / 127 , Gen_loss: -0.35383 MI_loss: 21.375278 Detection error: 0.010216832160949707 time: 4:46:56.846933
- B/E: 66 / 127 , Gen_loss: -0.36346036 MI_loss: 21.909916 Detection error: 0.010211288928985596 time: 4:46:57.708446
- B/E: 67 / 127 , Gen_loss: -0.36399856 MI_loss: 21.875542 Detection error: 0.01020127534866333 time: 4:46:58.569987
- B/E: 68 / 127 , Gen_loss: -0.36021167 MI_loss: 21.827845 Detection error: 0.01020967960357666 time: 4:46:59.427795
- B/E: 69 / 127 , Gen_loss: -0.35947034 MI_loss: 21.792484 Detection error: 0.010209798812866211 time: 4:47:00.288072
- B/E: 70 / 127 , Gen_loss: -0.36032593 MI_loss: 21.83146 Detection error: 0.0102156400680542 time: 4:47:01.148662
- B/E: 71 / 127 , Gen_loss: -0.35039514 MI_loss: 21.211084 Detection error: 0.010220468044281006 time: 4:47:02.008210
- B/E: 72 / 127 , Gen_loss: -0.36398613 MI_loss: 22.05669 Detection error: 0.010207176208496094 time: 4:47:02.887207
- B/E: 73 / 127 , Gen_loss: -0.35610402 MI_loss: 21.653645 Detection error: 0.010212838649749756 time: 4:47:03.852777
- B/E: 74 / 127 , Gen_loss: -0.35314572 MI_loss: 21.641924 Detection error: 0.010216236114501953 time: 4:47:04.731725
- B/E: 75 / 127 , Gen_loss: -0.34817922 MI_loss: 21.156544 Detection error: 0.010208070278167725 time: 4:47:05.596934
- B/E: 76 / 127 , Gen_loss: -0.3571224 MI_loss: 21.682583 Detection error: 0.010209441184997559 time: 4:47:06.457161
- B/E: 77 / 127 , Gen_loss: -0.35657033 MI_loss: 21.612524 Detection error: 0.010204315185546875 time: 4:47:07.319357
- B/E: 78 / 127 , Gen_loss: -0.375992 MI_loss: 22.728931 Detection error: 0.010202109813690186 time: 4:47:08.195445
- B/E: 79 / 127 , Gen_loss: -0.3607511 MI_loss: 21.841827 Detection error: 0.010208964347839355 time: 4:47:09.059219
- B/E: 80 / 127 , Gen_loss: -0.3561812 MI_loss: 21.58625 Detection error: 0.010219931602478027 time: 4:47:09.843975
- B/E: 81 / 127 , Gen_loss: -0.35540214 MI_loss: 21.465488 Detection error: 0.010212242603302002 time: 4:47:10.595725
- B/E: 82 / 127 , Gen_loss: -0.35923964 MI_loss: 21.758602 Detection error: 0.01020669937133789 time: 4:47:11.456146
- B/E: 83 / 127 , Gen_loss: -0.35241473 MI_loss: 21.35446 Detection error: 0.010207951068878174 time: 4:47:12.316342
- B/E: 84 / 127 , Gen_loss: -0.3471452 MI_loss: 21.046627 Detection error: 0.010210275650024414 time: 4:47:13.178826
- B/E: 85 / 127 , Gen_loss: -0.35536492 MI_loss: 21.470644 Detection error: 0.010186433792114258 time: 4:47:14.037592
- B/E: 86 / 127 , Gen_loss: -0.35039636 MI_loss: 21.306017 Detection error: 0.010185718536376953 time: 4:47:14.827713
- B/E: 87 / 127 , Gen_loss: -0.35316765 MI_loss: 21.383173 Detection error: 0.010178625583648682 time: 4:47:15.579621
- B/E: 88 / 127 , Gen_loss: -0.3577324 MI_loss: 21.68072 Detection error: 0.010171353816986084 time: 4:47:16.329346
- B/E: 89 / 127 , Gen_loss: -0.3670711 MI_loss: 22.420559 Detection error: 0.01017916202545166 time: 4:47:17.247430
- B/E: 90 / 127 , Gen_loss: -0.3545739 MI_loss: 21.43282 Detection error: 0.010176539421081543 time: 4:47:18.040325
- B/E: 91 / 127 , Gen_loss: -0.36308187 MI_loss: 22.143257 Detection error: 0.010173559188842773 time: 4:47:18.795274
- B/E: 92 / 127 , Gen_loss: -0.3495703 MI_loss: 21.1424 Detection error: 0.010164320468902588 time: 4:47:19.547986
- B/E: 93 / 127 , Gen_loss: -0.3492358 MI_loss: 21.201097 Detection error: 0.010167896747589111 time: 4:47:20.303831
- B/E: 94 / 127 , Gen_loss: -0.3534991 MI_loss: 21.644207 Detection error: 0.010183215141296387 time: 4:47:21.058457
- B/E: 95 / 127 , Gen_loss: -0.35973623 MI_loss: 21.776415 Detection error: 0.010183930397033691 time: 4:47:21.810115
- B/E: 96 / 127 , Gen_loss: -0.36438012 MI_loss: 22.124397 Detection error: 0.010181069374084473 time: 4:47:22.564089
- B/E: 97 / 127 , Gen_loss: -0.3620178 MI_loss: 21.882202 Detection error: 0.01016932725906372 time: 4:47:23.319102
- B/E: 98 / 127 , Gen_loss: -0.35292765 MI_loss: 21.408459 Detection error: 0.010161280632019043 time: 4:47:24.073510
- B/E: 99 / 127 , Gen_loss: -0.35625136 MI_loss: 21.44802 Detection error: 0.010156571865081787 time: 4:47:24.945796
- B/E: 100 / 127 , Gen_loss: -0.36619002 MI_loss: 22.379017 Detection error: 0.010162770748138428 time: 4:47:25.802091
- B/E: 101 / 127 , Gen_loss: -0.36009791 MI_loss: 21.918943 Detection error: 0.010167896747589111 time: 4:47:26.660875
- B/E: 102 / 127 , Gen_loss: -0.356421 MI_loss: 21.687464 Detection error: 0.01017230749130249 time: 4:47:27.520335
- B/E: 103 / 127 , Gen_loss: -0.3564524 MI_loss: 21.700281 Detection error: 0.010172486305236816 time: 4:47:28.380460
- B/E: 104 / 127 , Gen_loss: -0.3529734 MI_loss: 21.326916 Detection error: 0.010173797607421875 time: 4:47:29.239986
- B/E: 105 / 127 , Gen_loss: -0.3444057 MI_loss: 20.903122 Detection error: 0.010169506072998047 time: 4:47:30.195139
- B/E: 106 / 127 , Gen_loss: -0.35782427 MI_loss: 21.655441 Detection error: 0.01017695665359497 time: 4:47:31.057721
- B/E: 107 / 127 , Gen_loss: -0.362734 MI_loss: 21.922604 Detection error: 0.010177373886108398 time: 4:47:31.919510
- B/E: 108 / 127 , Gen_loss: -0.36200714 MI_loss: 21.916037 Detection error: 0.01018059253692627 time: 4:47:32.782889
- B/E: 109 / 127 , Gen_loss: -0.3582782 MI_loss: 21.571688 Detection error: 0.01017981767654419 time: 4:47:33.648819
- B/E: 110 / 127 , Gen_loss: -0.35659978 MI_loss: 21.373951 Detection error: 0.01016920804977417 time: 4:47:34.438535
- B/E: 111 / 127 , Gen_loss: -0.35834613 MI_loss: 21.733038 Detection error: 0.010167956352233887 time: 4:47:35.191905
- B/E: 112 / 127 , Gen_loss: -0.3641903 MI_loss: 21.975225 Detection error: 0.010167837142944336 time: 4:47:35.943786
- B/E: 113 / 127 , Gen_loss: -0.3542881 MI_loss: 21.618307 Detection error: 0.01017296314239502 time: 4:47:36.720697
- B/E: 114 / 127 , Gen_loss: -0.36050493 MI_loss: 21.8525 Detection error: 0.010171473026275635 time: 4:47:37.477613
- B/E: 115 / 127 , Gen_loss: -0.35296962 MI_loss: 21.304098 Detection error: 0.010167300701141357 time: 4:47:38.229427
- B/E: 116 / 127 , Gen_loss: -0.3562222 MI_loss: 21.73059 Detection error: 0.01016932725906372 time: 4:47:38.982104
- B/E: 117 / 127 , Gen_loss: -0.35725608 MI_loss: 21.704262 Detection error: 0.010172128677368164 time: 4:47:39.735651
- B/E: 118 / 127 , Gen_loss: -0.35699978 MI_loss: 21.555166 Detection error: 0.01016700267791748 time: 4:47:40.507157
- B/E: 119 / 127 , Gen_loss: -0.35385466 MI_loss: 21.42538 Detection error: 0.010165870189666748 time: 4:47:41.261204
- B/E: 120 / 127 , Gen_loss: -0.35304382 MI_loss: 21.493896 Detection error: 0.010163724422454834 time: 4:47:42.012043
- B/E: 121 / 127 , Gen_loss: -0.3565264 MI_loss: 21.627888 Detection error: 0.010163187980651855 time: 4:47:42.936360
- B/E: 122 / 127 , Gen_loss: -0.36058223 MI_loss: 21.714474 Detection error: 0.010161817073822021 time: 4:47:43.817708
- B/E: 123 / 127 , Gen_loss: -0.36251774 MI_loss: 21.938923 Detection error: 0.010152697563171387 time: 4:47:44.682293
- B/E: 124 / 127 , Gen_loss: -0.36196002 MI_loss: 21.996342 Detection error: 0.01015251874923706 time: 4:47:45.543287
- B/E: 125 / 127 , Gen_loss: -0.36190027 MI_loss: 21.914925 Detection error: 0.010154247283935547 time: 4:47:46.406000
- B/E: 126 / 127 , Gen_loss: -0.35977116 MI_loss: 21.871231 Detection error: 0.010159671306610107 time: 4:47:47.273177
- B/E: 127 / 127 , Gen_loss: -0.36373457 MI_loss: 22.085615 Detection error: 0.010159194469451904 time: 4:47:48.134357
- B/E: 128 / 127 , Gen_loss: -0.34960747 MI_loss: 21.247166 Detection error: 0.010164976119995117 time: 4:47:48.994459
- B/E: 129 / 127 , Gen_loss: -0.3606216 MI_loss: 22.001547 Detection error: 0.010174036026000977 time: 4:47:49.856329
- B/E: 130 / 127 , Gen_loss: -0.36150303 MI_loss: 21.833996 Detection error: 0.01017916202545166 time: 4:47:50.721632
- B/E: 131 / 127 , Gen_loss: -0.35940093 MI_loss: 21.785942 Detection error: 0.010186076164245605 time: 4:47:51.585763
- B/E: 132 / 127 , Gen_loss: -0.36370918 MI_loss: 22.060572 Detection error: 0.010179281234741211 time: 4:47:52.449064
- B/E: 133 / 127 , Gen_loss: -0.3568668 MI_loss: 21.624294 Detection error: 0.010183751583099365 time: 4:47:53.310034
- B/E: 134 / 127 , Gen_loss: -0.3498756 MI_loss: 21.497242 Detection error: 0.01018613576889038 time: 4:47:54.171859
- B/E: 135 / 127 , Gen_loss: -0.35475814 MI_loss: 21.528149 Detection error: 0.01018911600112915 time: 4:47:55.039779
- B/E: 136 / 127 , Gen_loss: -0.35398954 MI_loss: 21.52857 Detection error: 0.010191619396209717 time: 4:47:55.848432
- B/E: 137 / 127 , Gen_loss: -0.34976634 MI_loss: 21.258465 Detection error: 0.01019585132598877 time: 4:47:56.698794
- B/E: 138 / 127 , Gen_loss: -0.36174086 MI_loss: 21.882486 Detection error: 0.010197162628173828 time: 4:47:57.489592
- B/E: 139 / 127 , Gen_loss: -0.36868164 MI_loss: 22.277803 Detection error: 0.010204672813415527 time: 4:47:58.240301
- B/E: 140 / 127 , Gen_loss: -0.3633529 MI_loss: 22.038464 Detection error: 0.010204792022705078 time: 4:47:59.006209
- B/E: 141 / 127 , Gen_loss: -0.35452402 MI_loss: 21.41614 Detection error: 0.010204434394836426 time: 4:47:59.852263
- B/E: 142 / 127 , Gen_loss: -0.3624342 MI_loss: 21.930178 Detection error: 0.010200858116149902 time: 4:48:00.717335
- B/E: 143 / 127 , Gen_loss: -0.3518051 MI_loss: 21.359869 Detection error: 0.010197699069976807 time: 4:48:01.576674
- B/E: 144 / 127 , Gen_loss: -0.34766403 MI_loss: 21.06117 Detection error: 0.01020735502243042 time: 4:48:02.437383
- B/E: 145 / 127 , Gen_loss: -0.3613585 MI_loss: 21.908058 Detection error: 0.010211706161499023 time: 4:48:03.299277
- B/E: 146 / 127 , Gen_loss: -0.3559664 MI_loss: 21.472067 Detection error: 0.010214269161224365 time: 4:48:04.159399
- B/E: 147 / 127 , Gen_loss: -0.35253707 MI_loss: 21.383467 Detection error: 0.01021665334701538 time: 4:48:05.023132
- B/E: 148 / 127 , Gen_loss: -0.36985788 MI_loss: 22.38839 Detection error: 0.01021873950958252 time: 4:48:05.882682
- B/E: 149 / 127 , Gen_loss: -0.3570951 MI_loss: 21.676575 Detection error: 0.010226249694824219 time: 4:48:06.751400
-
- Test Loss: 10.407938 Test Error: 0.010883331298828125
- -----
- EPOCH: 128
- B/E: 0 / 128 , Gen_loss: -0.35234526 MI_loss: 21.472578 Detection error: 0.01096874475479126 time: 4:48:08.740906
- B/E: 1 / 128 , Gen_loss: -0.3441515 MI_loss: 20.85525 Detection error: 0.010999977588653564 time: 4:48:25.142420
- B/E: 2 / 128 , Gen_loss: -0.34312633 MI_loss: 20.732315 Detection error: 0.01055210828781128 time: 4:48:26.146501
- B/E: 3 / 128 , Gen_loss: -0.35499004 MI_loss: 21.449736 Detection error: 0.01028907299041748 time: 4:48:27.023726
- B/E: 4 / 128 , Gen_loss: -0.3592917 MI_loss: 21.850422 Detection error: 0.01019376516342163 time: 4:48:27.889277
- B/E: 5 / 128 , Gen_loss: -0.35451344 MI_loss: 21.595686 Detection error: 0.010265648365020752 time: 4:48:28.701614
- B/E: 6 / 128 , Gen_loss: -0.35683668 MI_loss: 21.535051 Detection error: 0.010241091251373291 time: 4:48:29.474860
- B/E: 7 / 128 , Gen_loss: -0.3566181 MI_loss: 21.515621 Detection error: 0.010265648365020752 time: 4:48:30.227984
- B/E: 8 / 128 , Gen_loss: -0.35363966 MI_loss: 21.521978 Detection error: 0.01020139455795288 time: 4:48:30.981209
- B/E: 9 / 128 , Gen_loss: -0.3571158 MI_loss: 21.70516 Detection error: 0.010181248188018799 time: 4:48:31.759998
- B/E: 10 / 128 , Gen_loss: -0.36676532 MI_loss: 22.30571 Detection error: 0.010190367698669434 time: 4:48:32.513745
- B/E: 11 / 128 , Gen_loss: -0.35550642 MI_loss: 21.41382 Detection error: 0.010205745697021484 time: 4:48:33.319543
- B/E: 12 / 128 , Gen_loss: -0.35003334 MI_loss: 21.207426 Detection error: 0.010307669639587402 time: 4:48:34.169949
- B/E: 13 / 128 , Gen_loss: -0.35417014 MI_loss: 21.499105 Detection error: 0.010294616222381592 time: 4:48:35.028217
- B/E: 14 / 128 , Gen_loss: -0.3499557 MI_loss: 21.177528 Detection error: 0.010268747806549072 time: 4:48:35.891512
- B/E: 15 / 128 , Gen_loss: -0.34522596 MI_loss: 21.008842 Detection error: 0.010265648365020752 time: 4:48:36.750476
- B/E: 16 / 128 , Gen_loss: -0.35144627 MI_loss: 21.192026 Detection error: 0.010215044021606445 time: 4:48:37.621556
- B/E: 17 / 128 , Gen_loss: -0.34776706 MI_loss: 21.203312 Detection error: 0.01022571325302124 time: 4:48:38.480666
- B/E: 18 / 128 , Gen_loss: -0.355364 MI_loss: 21.573769 Detection error: 0.010148048400878906 time: 4:48:39.443373
- B/E: 19 / 128 , Gen_loss: -0.3416541 MI_loss: 20.707405 Detection error: 0.010168731212615967 time: 4:48:40.252662
- B/E: 20 / 128 , Gen_loss: -0.35447848 MI_loss: 21.360825 Detection error: 0.010199427604675293 time: 4:48:41.004033
- B/E: 21 / 128 , Gen_loss: -0.34764147 MI_loss: 21.115469 Detection error: 0.010181844234466553 time: 4:48:41.757902
- B/E: 22 / 128 , Gen_loss: -0.35310605 MI_loss: 21.30936 Detection error: 0.010182082653045654 time: 4:48:42.609671
- B/E: 23 / 128 , Gen_loss: -0.3533835 MI_loss: 21.376461 Detection error: 0.010165393352508545 time: 4:48:43.468342
- B/E: 24 / 128 , Gen_loss: -0.3615287 MI_loss: 21.886948 Detection error: 0.010167479515075684 time: 4:48:44.326076
- B/E: 25 / 128 , Gen_loss: -0.34925917 MI_loss: 21.170383 Detection error: 0.010179102420806885 time: 4:48:45.186568
- B/E: 26 / 128 , Gen_loss: -0.35215512 MI_loss: 21.46602 Detection error: 0.010233819484710693 time: 4:48:46.049596
- B/E: 27 / 128 , Gen_loss: -0.3700337 MI_loss: 22.505302 Detection error: 0.010254442691802979 time: 4:48:46.905577
- B/E: 28 / 128 , Gen_loss: -0.35614178 MI_loss: 21.617107 Detection error: 0.010261833667755127 time: 4:48:47.764503
- B/E: 29 / 128 , Gen_loss: -0.35541996 MI_loss: 21.608353 Detection error: 0.010275006294250488 time: 4:48:48.622887
- B/E: 30 / 128 , Gen_loss: -0.3549658 MI_loss: 21.614433 Detection error: 0.010244965553283691 time: 4:48:49.487842
- B/E: 31 / 128 , Gen_loss: -0.34949178 MI_loss: 21.213009 Detection error: 0.01021486520767212 time: 4:48:50.357468
- B/E: 32 / 128 , Gen_loss: -0.3600822 MI_loss: 21.870567 Detection error: 0.010212123394012451 time: 4:48:51.110412
- B/E: 33 / 128 , Gen_loss: -0.35349697 MI_loss: 21.249199 Detection error: 0.010194838047027588 time: 4:48:51.955708
- B/E: 34 / 128 , Gen_loss: -0.3410471 MI_loss: 20.686672 Detection error: 0.010194659233093262 time: 4:48:52.819095
- B/E: 35 / 128 , Gen_loss: -0.36254618 MI_loss: 21.978634 Detection error: 0.010176241397857666 time: 4:48:53.685843
- B/E: 36 / 128 , Gen_loss: -0.3523218 MI_loss: 21.52771 Detection error: 0.01017904281616211 time: 4:48:54.544492
- B/E: 37 / 128 , Gen_loss: -0.36013842 MI_loss: 21.739023 Detection error: 0.010189950466156006 time: 4:48:55.427679
- B/E: 38 / 128 , Gen_loss: -0.35714516 MI_loss: 21.69543 Detection error: 0.01020193099975586 time: 4:48:56.293508
- B/E: 39 / 128 , Gen_loss: -0.34967875 MI_loss: 21.081291 Detection error: 0.010183572769165039 time: 4:48:57.152232
- B/E: 40 / 128 , Gen_loss: -0.36081147 MI_loss: 21.835903 Detection error: 0.01018291711807251 time: 4:48:58.009842
- B/E: 41 / 128 , Gen_loss: -0.34899956 MI_loss: 21.06136 Detection error: 0.010184526443481445 time: 4:48:58.870879
- B/E: 42 / 128 , Gen_loss: -0.35087603 MI_loss: 21.271631 Detection error: 0.010180234909057617 time: 4:48:59.731273
- B/E: 43 / 128 , Gen_loss: -0.35643426 MI_loss: 21.591225 Detection error: 0.010181844234466553 time: 4:49:00.589258
- B/E: 44 / 128 , Gen_loss: -0.35204983 MI_loss: 21.393135 Detection error: 0.010193049907684326 time: 4:49:01.448633
- B/E: 45 / 128 , Gen_loss: -0.35675558 MI_loss: 21.65787 Detection error: 0.010203123092651367 time: 4:49:02.329200
- B/E: 46 / 128 , Gen_loss: -0.3535683 MI_loss: 21.46093 Detection error: 0.010202765464782715 time: 4:49:03.191122
- B/E: 47 / 128 , Gen_loss: -0.35277924 MI_loss: 21.36691 Detection error: 0.010203778743743896 time: 4:49:04.071440
- B/E: 48 / 128 , Gen_loss: -0.36320597 MI_loss: 21.869936 Detection error: 0.01021111011505127 time: 4:49:05.039829
- B/E: 49 / 128 , Gen_loss: -0.3613353 MI_loss: 21.9933 Detection error: 0.01021188497543335 time: 4:49:05.911173
- B/E: 50 / 128 , Gen_loss: -0.35015714 MI_loss: 21.114378 Detection error: 0.010226726531982422 time: 4:49:06.771282
- B/E: 51 / 128 , Gen_loss: -0.36126667 MI_loss: 22.05652 Detection error: 0.01022118330001831 time: 4:49:07.633633
- B/E: 52 / 128 , Gen_loss: -0.366004 MI_loss: 22.230225 Detection error: 0.010218143463134766 time: 4:49:08.495401
- B/E: 53 / 128 , Gen_loss: -0.3720055 MI_loss: 22.381752 Detection error: 0.010224521160125732 time: 4:49:09.363322
- B/E: 54 / 128 , Gen_loss: -0.35487944 MI_loss: 21.581186 Detection error: 0.010227859020233154 time: 4:49:10.224293
- B/E: 55 / 128 , Gen_loss: -0.3620755 MI_loss: 21.975252 Detection error: 0.010211467742919922 time: 4:49:11.088311
- B/E: 56 / 128 , Gen_loss: -0.35100192 MI_loss: 21.212612 Detection error: 0.010194599628448486 time: 4:49:11.948123
- B/E: 57 / 128 , Gen_loss: -0.36446702 MI_loss: 22.17094 Detection error: 0.010182678699493408 time: 4:49:12.814113
- B/E: 58 / 128 , Gen_loss: -0.3626203 MI_loss: 21.944605 Detection error: 0.01018059253692627 time: 4:49:13.674473
- B/E: 59 / 128 , Gen_loss: -0.34551778 MI_loss: 20.978115 Detection error: 0.010206758975982666 time: 4:49:14.534828
- B/E: 60 / 128 , Gen_loss: -0.3483168 MI_loss: 21.087692 Detection error: 0.010200321674346924 time: 4:49:15.397865
- B/E: 61 / 128 , Gen_loss: -0.35077217 MI_loss: 21.475155 Detection error: 0.01020359992980957 time: 4:49:16.260851
- B/E: 62 / 128 , Gen_loss: -0.35114866 MI_loss: 21.400803 Detection error: 0.010207831859588623 time: 4:49:17.146140
- B/E: 63 / 128 , Gen_loss: -0.35794818 MI_loss: 21.735912 Detection error: 0.010202646255493164 time: 4:49:18.086485
- B/E: 64 / 128 , Gen_loss: -0.36158544 MI_loss: 22.064018 Detection error: 0.010200977325439453 time: 4:49:18.950626
- B/E: 65 / 128 , Gen_loss: -0.35435754 MI_loss: 21.369165 Detection error: 0.010199308395385742 time: 4:49:19.810277
- B/E: 66 / 128 , Gen_loss: -0.35963088 MI_loss: 21.796925 Detection error: 0.010198712348937988 time: 4:49:20.668607
- B/E: 67 / 128 , Gen_loss: -0.36717173 MI_loss: 22.242891 Detection error: 0.010189354419708252 time: 4:49:21.444885
- B/E: 68 / 128 , Gen_loss: -0.3596412 MI_loss: 21.774952 Detection error: 0.010194718837738037 time: 4:49:22.314123
- B/E: 69 / 128 , Gen_loss: -0.35650218 MI_loss: 21.418232 Detection error: 0.010201334953308105 time: 4:49:23.119447
- B/E: 70 / 128 , Gen_loss: -0.36264125 MI_loss: 22.02993 Detection error: 0.010200679302215576 time: 4:49:23.873155
- B/E: 71 / 128 , Gen_loss: -0.3520019 MI_loss: 21.274292 Detection error: 0.01020747423171997 time: 4:49:24.624226
- B/E: 72 / 128 , Gen_loss: -0.36476374 MI_loss: 22.121431 Detection error: 0.010201632976531982 time: 4:49:25.379449
- B/E: 73 / 128 , Gen_loss: -0.34842765 MI_loss: 20.964222 Detection error: 0.010195553302764893 time: 4:49:26.133547
- B/E: 74 / 128 , Gen_loss: -0.35230032 MI_loss: 21.454197 Detection error: 0.010194182395935059 time: 4:49:26.996105
- B/E: 75 / 128 , Gen_loss: -0.35611707 MI_loss: 21.773146 Detection error: 0.010194063186645508 time: 4:49:27.854482
- B/E: 76 / 128 , Gen_loss: -0.35325792 MI_loss: 21.3867 Detection error: 0.010189950466156006 time: 4:49:28.717154
- B/E: 77 / 128 , Gen_loss: -0.35437065 MI_loss: 21.490597 Detection error: 0.010189473628997803 time: 4:49:29.575610
- B/E: 78 / 128 , Gen_loss: -0.3605178 MI_loss: 21.786346 Detection error: 0.010177195072174072 time: 4:49:30.434324
- B/E: 79 / 128 , Gen_loss: -0.36275452 MI_loss: 22.085728 Detection error: 0.01019376516342163 time: 4:49:31.381775
- B/E: 80 / 128 , Gen_loss: -0.35470507 MI_loss: 21.486935 Detection error: 0.010198712348937988 time: 4:49:32.245422
- B/E: 81 / 128 , Gen_loss: -0.35150284 MI_loss: 21.222197 Detection error: 0.010192811489105225 time: 4:49:33.028015
- B/E: 82 / 128 , Gen_loss: -0.35954002 MI_loss: 21.721584 Detection error: 0.010182619094848633 time: 4:49:33.781771
- B/E: 83 / 128 , Gen_loss: -0.3635055 MI_loss: 22.097805 Detection error: 0.010192692279815674 time: 4:49:34.532115
- B/E: 84 / 128 , Gen_loss: -0.35151285 MI_loss: 21.118008 Detection error: 0.010187149047851562 time: 4:49:35.308197
- B/E: 85 / 128 , Gen_loss: -0.3453042 MI_loss: 20.924839 Detection error: 0.010170400142669678 time: 4:49:36.075072
- B/E: 86 / 128 , Gen_loss: -0.3610824 MI_loss: 21.877708 Detection error: 0.01017063856124878 time: 4:49:36.860407
- B/E: 87 / 128 , Gen_loss: -0.35753417 MI_loss: 21.571653 Detection error: 0.010156989097595215 time: 4:49:37.610834
- B/E: 88 / 128 , Gen_loss: -0.36167195 MI_loss: 21.897877 Detection error: 0.010143637657165527 time: 4:49:38.377120
- B/E: 89 / 128 , Gen_loss: -0.3626666 MI_loss: 22.212807 Detection error: 0.01015174388885498 time: 4:49:39.132667
- B/E: 90 / 128 , Gen_loss: -0.35360196 MI_loss: 21.376379 Detection error: 0.010148704051971436 time: 4:49:39.909727
- B/E: 91 / 128 , Gen_loss: -0.35693282 MI_loss: 21.594837 Detection error: 0.010154187679290771 time: 4:49:40.659985
- B/E: 92 / 128 , Gen_loss: -0.35167792 MI_loss: 21.17133 Detection error: 0.010139107704162598 time: 4:49:41.412840
- B/E: 93 / 128 , Gen_loss: -0.3441848 MI_loss: 21.036615 Detection error: 0.010143935680389404 time: 4:49:42.182307
- B/E: 94 / 128 , Gen_loss: -0.34678593 MI_loss: 21.116674 Detection error: 0.010158896446228027 time: 4:49:42.936559
- B/E: 95 / 128 , Gen_loss: -0.35372806 MI_loss: 21.564928 Detection error: 0.01016145944595337 time: 4:49:43.867373
- B/E: 96 / 128 , Gen_loss: -0.3554828 MI_loss: 21.586956 Detection error: 0.010158836841583252 time: 4:49:44.726898
- B/E: 97 / 128 , Gen_loss: -0.35609716 MI_loss: 21.487276 Detection error: 0.010151803493499756 time: 4:49:45.533975
- B/E: 98 / 128 , Gen_loss: -0.35600567 MI_loss: 21.56512 Detection error: 0.010134756565093994 time: 4:49:46.291902
- B/E: 99 / 128 , Gen_loss: -0.35463518 MI_loss: 21.496841 Detection error: 0.010139048099517822 time: 4:49:47.046633
- B/E: 100 / 128 , Gen_loss: -0.36201042 MI_loss: 21.909813 Detection error: 0.010140478610992432 time: 4:49:47.798400
- B/E: 101 / 128 , Gen_loss: -0.3598726 MI_loss: 21.924212 Detection error: 0.010150432586669922 time: 4:49:48.608709
- B/E: 102 / 128 , Gen_loss: -0.35192764 MI_loss: 21.368488 Detection error: 0.01014864444732666 time: 4:49:49.359440
- B/E: 103 / 128 , Gen_loss: -0.36392987 MI_loss: 22.114836 Detection error: 0.01014721393585205 time: 4:49:50.120660
- B/E: 104 / 128 , Gen_loss: -0.3525304 MI_loss: 21.429136 Detection error: 0.010150015354156494 time: 4:49:50.993565
- B/E: 105 / 128 , Gen_loss: -0.36149457 MI_loss: 21.95234 Detection error: 0.01015007495880127 time: 4:49:51.853656
- B/E: 106 / 128 , Gen_loss: -0.36169574 MI_loss: 21.808521 Detection error: 0.010150134563446045 time: 4:49:52.713836
- B/E: 107 / 128 , Gen_loss: -0.35313627 MI_loss: 21.37997 Detection error: 0.010156810283660889 time: 4:49:53.582127
- B/E: 108 / 128 , Gen_loss: -0.3592112 MI_loss: 21.644737 Detection error: 0.010157108306884766 time: 4:49:54.440861
- B/E: 109 / 128 , Gen_loss: -0.35853726 MI_loss: 21.711311 Detection error: 0.010151982307434082 time: 4:49:55.306609
- B/E: 110 / 128 , Gen_loss: -0.3591383 MI_loss: 21.646166 Detection error: 0.010148346424102783 time: 4:49:56.158627
- B/E: 111 / 128 , Gen_loss: -0.3569503 MI_loss: 21.667408 Detection error: 0.010142862796783447 time: 4:49:57.124487
- B/E: 112 / 128 , Gen_loss: -0.35744965 MI_loss: 21.64935 Detection error: 0.010140478610992432 time: 4:49:57.987144
- B/E: 113 / 128 , Gen_loss: -0.35279083 MI_loss: 21.542624 Detection error: 0.01015019416809082 time: 4:49:58.854663
- B/E: 114 / 128 , Gen_loss: -0.3538142 MI_loss: 21.518175 Detection error: 0.010148346424102783 time: 4:49:59.721075
- B/E: 115 / 128 , Gen_loss: -0.34895694 MI_loss: 21.087696 Detection error: 0.010148167610168457 time: 4:50:00.579993
- B/E: 116 / 128 , Gen_loss: -0.35422692 MI_loss: 21.500525 Detection error: 0.010149598121643066 time: 4:50:01.438888
- B/E: 117 / 128 , Gen_loss: -0.34585026 MI_loss: 20.931353 Detection error: 0.010150671005249023 time: 4:50:02.247146
- B/E: 118 / 128 , Gen_loss: -0.35997054 MI_loss: 21.84778 Detection error: 0.010144412517547607 time: 4:50:03.000463
- B/E: 119 / 128 , Gen_loss: -0.35031605 MI_loss: 21.231888 Detection error: 0.010142683982849121 time: 4:50:03.763636
- B/E: 120 / 128 , Gen_loss: -0.35625356 MI_loss: 21.74248 Detection error: 0.010141551494598389 time: 4:50:04.609788
- B/E: 121 / 128 , Gen_loss: -0.3608786 MI_loss: 21.919405 Detection error: 0.010148823261260986 time: 4:50:05.469627
- B/E: 122 / 128 , Gen_loss: -0.35877916 MI_loss: 21.54167 Detection error: 0.010140478610992432 time: 4:50:06.329971
- B/E: 123 / 128 , Gen_loss: -0.3603894 MI_loss: 21.71456 Detection error: 0.010135352611541748 time: 4:50:07.188086
- B/E: 124 / 128 , Gen_loss: -0.3516339 MI_loss: 21.301386 Detection error: 0.010134994983673096 time: 4:50:08.048038
- B/E: 125 / 128 , Gen_loss: -0.36140472 MI_loss: 22.020447 Detection error: 0.010137379169464111 time: 4:50:08.911342
- B/E: 126 / 128 , Gen_loss: -0.3581771 MI_loss: 21.74123 Detection error: 0.010143697261810303 time: 4:50:09.772748
- B/E: 127 / 128 , Gen_loss: -0.35716733 MI_loss: 21.763039 Detection error: 0.010144054889678955 time: 4:50:10.720343
- B/E: 128 / 128 , Gen_loss: -0.36315522 MI_loss: 22.067444 Detection error: 0.010146081447601318 time: 4:50:11.582964
- B/E: 129 / 128 , Gen_loss: -0.35530776 MI_loss: 21.675999 Detection error: 0.010155022144317627 time: 4:50:12.396156
- B/E: 130 / 128 , Gen_loss: -0.36624336 MI_loss: 22.19613 Detection error: 0.010160565376281738 time: 4:50:13.271591
- B/E: 131 / 128 , Gen_loss: -0.3549837 MI_loss: 21.396519 Detection error: 0.010162651538848877 time: 4:50:14.128888
- B/E: 132 / 128 , Gen_loss: -0.3543504 MI_loss: 21.394365 Detection error: 0.010160684585571289 time: 4:50:15.002212
- B/E: 133 / 128 , Gen_loss: -0.35962775 MI_loss: 21.935997 Detection error: 0.010165572166442871 time: 4:50:15.917331
- B/E: 134 / 128 , Gen_loss: -0.3479659 MI_loss: 21.151188 Detection error: 0.010168492794036865 time: 4:50:16.779835
- B/E: 135 / 128 , Gen_loss: -0.36097896 MI_loss: 21.865261 Detection error: 0.0101737380027771 time: 4:50:17.591155
- B/E: 136 / 128 , Gen_loss: -0.35743695 MI_loss: 21.61854 Detection error: 0.01017451286315918 time: 4:50:18.343416
- B/E: 137 / 128 , Gen_loss: -0.35114732 MI_loss: 21.283594 Detection error: 0.010177075862884521 time: 4:50:19.100107
- B/E: 138 / 128 , Gen_loss: -0.34825215 MI_loss: 21.110458 Detection error: 0.010180294513702393 time: 4:50:19.854329
- B/E: 139 / 128 , Gen_loss: -0.35614216 MI_loss: 21.586884 Detection error: 0.010187268257141113 time: 4:50:20.608768
- B/E: 140 / 128 , Gen_loss: -0.35318056 MI_loss: 21.569054 Detection error: 0.010189712047576904 time: 4:50:21.363263
- B/E: 141 / 128 , Gen_loss: -0.35595906 MI_loss: 21.552462 Detection error: 0.010185539722442627 time: 4:50:22.136604
- B/E: 142 / 128 , Gen_loss: -0.35347754 MI_loss: 21.397083 Detection error: 0.010186433792114258 time: 4:50:22.888447
- B/E: 143 / 128 , Gen_loss: -0.36894882 MI_loss: 22.292685 Detection error: 0.010181188583374023 time: 4:50:23.738111
- B/E: 144 / 128 , Gen_loss: -0.3490677 MI_loss: 21.141432 Detection error: 0.01018834114074707 time: 4:50:24.492751
- B/E: 145 / 128 , Gen_loss: -0.3492792 MI_loss: 21.166906 Detection error: 0.010198414325714111 time: 4:50:25.246847
- B/E: 146 / 128 , Gen_loss: -0.36030343 MI_loss: 21.803045 Detection error: 0.01019984483718872 time: 4:50:26.006958
- B/E: 147 / 128 , Gen_loss: -0.36621863 MI_loss: 22.204685 Detection error: 0.010201036930084229 time: 4:50:26.760139
- B/E: 148 / 128 , Gen_loss: -0.35503373 MI_loss: 21.359987 Detection error: 0.010204672813415527 time: 4:50:27.526135
- B/E: 149 / 128 , Gen_loss: -0.3610084 MI_loss: 21.882729 Detection error: 0.010211467742919922 time: 4:50:28.276794
-
- Test Loss: 10.405706 Test Error: 0.010858356952667236
- -----
- EPOCH: 129
- B/E: 0 / 129 , Gen_loss: -0.3662036 MI_loss: 22.038126 Detection error: 0.01087498664855957 time: 4:50:30.190608
- B/E: 1 / 129 , Gen_loss: -0.34219477 MI_loss: 20.765285 Detection error: 0.01096874475479126 time: 4:50:46.422583
- B/E: 2 / 129 , Gen_loss: -0.34742564 MI_loss: 21.133842 Detection error: 0.010249972343444824 time: 4:50:47.309961
- B/E: 3 / 129 , Gen_loss: -0.3488473 MI_loss: 21.169909 Detection error: 0.010281264781951904 time: 4:50:48.177694
- B/E: 4 / 129 , Gen_loss: -0.3490727 MI_loss: 21.09659 Detection error: 0.01021873950958252 time: 4:50:49.035482
- B/E: 5 / 129 , Gen_loss: -0.35398975 MI_loss: 21.534264 Detection error: 0.010171890258789062 time: 4:50:49.980633
- B/E: 6 / 129 , Gen_loss: -0.35647684 MI_loss: 21.691023 Detection error: 0.010294616222381592 time: 4:50:50.860297
- B/E: 7 / 129 , Gen_loss: -0.35909536 MI_loss: 21.75886 Detection error: 0.010308623313903809 time: 4:50:51.727364
- B/E: 8 / 129 , Gen_loss: -0.34553194 MI_loss: 21.03776 Detection error: 0.010215282440185547 time: 4:50:52.586040
- B/E: 9 / 129 , Gen_loss: -0.36521855 MI_loss: 22.14552 Detection error: 0.010209381580352783 time: 4:50:53.447457
- B/E: 10 / 129 , Gen_loss: -0.36474162 MI_loss: 22.198936 Detection error: 0.010252833366394043 time: 4:50:54.315800
- B/E: 11 / 129 , Gen_loss: -0.35514283 MI_loss: 21.486559 Detection error: 0.01029425859451294 time: 4:50:55.204950
- B/E: 12 / 129 , Gen_loss: -0.3520498 MI_loss: 21.216328 Detection error: 0.01034855842590332 time: 4:50:56.062759
- B/E: 13 / 129 , Gen_loss: -0.3483981 MI_loss: 21.142483 Detection error: 0.010359346866607666 time: 4:50:56.845373
- B/E: 14 / 129 , Gen_loss: -0.36021814 MI_loss: 21.705956 Detection error: 0.010281264781951904 time: 4:50:57.610790
- B/E: 15 / 129 , Gen_loss: -0.3548061 MI_loss: 21.48032 Detection error: 0.010298848152160645 time: 4:50:58.426929
- B/E: 16 / 129 , Gen_loss: -0.350294 MI_loss: 21.136257 Detection error: 0.010264694690704346 time: 4:50:59.286570
- B/E: 17 / 129 , Gen_loss: -0.34851256 MI_loss: 21.068384 Detection error: 0.010239601135253906 time: 4:51:00.143698
- B/E: 18 / 129 , Gen_loss: -0.34388816 MI_loss: 20.747679 Detection error: 0.010199010372161865 time: 4:51:01.019018
- B/E: 19 / 129 , Gen_loss: -0.34988517 MI_loss: 21.223154 Detection error: 0.010190606117248535 time: 4:51:01.879227
- B/E: 20 / 129 , Gen_loss: -0.35024822 MI_loss: 21.206173 Detection error: 0.010217249393463135 time: 4:51:02.834898
- B/E: 21 / 129 , Gen_loss: -0.35445154 MI_loss: 21.576576 Detection error: 0.010213077068328857 time: 4:51:03.693109
- B/E: 22 / 129 , Gen_loss: -0.37391654 MI_loss: 22.668581 Detection error: 0.010195672512054443 time: 4:51:04.570897
- B/E: 23 / 129 , Gen_loss: -0.3707129 MI_loss: 22.369291 Detection error: 0.010199189186096191 time: 4:51:05.366553
- B/E: 24 / 129 , Gen_loss: -0.35026315 MI_loss: 21.095514 Detection error: 0.010190010070800781 time: 4:51:06.208398
- B/E: 25 / 129 , Gen_loss: -0.352818 MI_loss: 21.410799 Detection error: 0.010194718837738037 time: 4:51:07.069572
- B/E: 26 / 129 , Gen_loss: -0.35471413 MI_loss: 21.595047 Detection error: 0.010267376899719238 time: 4:51:07.935136
- B/E: 27 / 129 , Gen_loss: -0.36029387 MI_loss: 21.983994 Detection error: 0.010267853736877441 time: 4:51:08.798225
- B/E: 28 / 129 , Gen_loss: -0.3524815 MI_loss: 21.405445 Detection error: 0.01026618480682373 time: 4:51:09.663317
- B/E: 29 / 129 , Gen_loss: -0.35353526 MI_loss: 21.483803 Detection error: 0.01028752326965332 time: 4:51:10.527748
- B/E: 30 / 129 , Gen_loss: -0.3637475 MI_loss: 22.060276 Detection error: 0.010267138481140137 time: 4:51:11.389136
- B/E: 31 / 129 , Gen_loss: -0.36298707 MI_loss: 21.73985 Detection error: 0.010220706462860107 time: 4:51:12.246955
- B/E: 32 / 129 , Gen_loss: -0.3542668 MI_loss: 21.649649 Detection error: 0.010232925415039062 time: 4:51:13.110307
- B/E: 33 / 129 , Gen_loss: -0.3522701 MI_loss: 21.324734 Detection error: 0.010203123092651367 time: 4:51:13.991670
- B/E: 34 / 129 , Gen_loss: -0.34851426 MI_loss: 21.113605 Detection error: 0.010186612606048584 time: 4:51:14.856130
- B/E: 35 / 129 , Gen_loss: -0.35563752 MI_loss: 21.543682 Detection error: 0.010190963745117188 time: 4:51:15.718122
- B/E: 36 / 129 , Gen_loss: -0.36602923 MI_loss: 22.110184 Detection error: 0.010184943675994873 time: 4:51:16.619376
- B/E: 37 / 129 , Gen_loss: -0.3535031 MI_loss: 21.399027 Detection error: 0.010180950164794922 time: 4:51:17.375322
- B/E: 38 / 129 , Gen_loss: -0.3558823 MI_loss: 21.643791 Detection error: 0.010213136672973633 time: 4:51:18.133479
- B/E: 39 / 129 , Gen_loss: -0.36685568 MI_loss: 22.08778 Detection error: 0.01018434762954712 time: 4:51:18.980078
- B/E: 40 / 129 , Gen_loss: -0.35000342 MI_loss: 21.29104 Detection error: 0.010179877281188965 time: 4:51:19.839983
- B/E: 41 / 129 , Gen_loss: -0.35700622 MI_loss: 21.626713 Detection error: 0.010180830955505371 time: 4:51:20.698793
- B/E: 42 / 129 , Gen_loss: -0.3563109 MI_loss: 21.552471 Detection error: 0.010172247886657715 time: 4:51:21.569500
- B/E: 43 / 129 , Gen_loss: -0.3659103 MI_loss: 22.104765 Detection error: 0.010173320770263672 time: 4:51:22.433960
- B/E: 44 / 129 , Gen_loss: -0.3541084 MI_loss: 21.426243 Detection error: 0.010175704956054688 time: 4:51:23.311823
- B/E: 45 / 129 , Gen_loss: -0.35630247 MI_loss: 21.56807 Detection error: 0.010190188884735107 time: 4:51:24.172782
- B/E: 46 / 129 , Gen_loss: -0.3429567 MI_loss: 20.819092 Detection error: 0.0102081298828125 time: 4:51:25.037481
- B/E: 47 / 129 , Gen_loss: -0.36909106 MI_loss: 22.39777 Detection error: 0.010201811790466309 time: 4:51:25.897526
- B/E: 48 / 129 , Gen_loss: -0.36407745 MI_loss: 21.979012 Detection error: 0.010209202766418457 time: 4:51:26.728525
- B/E: 49 / 129 , Gen_loss: -0.35233328 MI_loss: 21.309925 Detection error: 0.01021498441696167 time: 4:51:27.587398
- B/E: 50 / 129 , Gen_loss: -0.34607995 MI_loss: 21.047405 Detection error: 0.010223627090454102 time: 4:51:28.452465
- B/E: 51 / 129 , Gen_loss: -0.35708228 MI_loss: 21.763445 Detection error: 0.010217547416687012 time: 4:51:29.313729
- B/E: 52 / 129 , Gen_loss: -0.35241118 MI_loss: 21.309471 Detection error: 0.010212838649749756 time: 4:51:30.269310
- B/E: 53 / 129 , Gen_loss: -0.36083815 MI_loss: 21.71309 Detection error: 0.010227441787719727 time: 4:51:31.132940
- B/E: 54 / 129 , Gen_loss: -0.35745886 MI_loss: 21.591753 Detection error: 0.010227859020233154 time: 4:51:31.995633
- B/E: 55 / 129 , Gen_loss: -0.3598644 MI_loss: 21.766613 Detection error: 0.010210931301116943 time: 4:51:32.857403
- B/E: 56 / 129 , Gen_loss: -0.3572085 MI_loss: 21.681993 Detection error: 0.010199010372161865 time: 4:51:33.716314
- B/E: 57 / 129 , Gen_loss: -0.3546338 MI_loss: 21.446857 Detection error: 0.010188579559326172 time: 4:51:34.602985
- B/E: 58 / 129 , Gen_loss: -0.34654444 MI_loss: 21.073235 Detection error: 0.010186433792114258 time: 4:51:35.463464
- B/E: 59 / 129 , Gen_loss: -0.35676622 MI_loss: 21.738312 Detection error: 0.010203123092651367 time: 4:51:36.244054
- B/E: 60 / 129 , Gen_loss: -0.3632317 MI_loss: 22.054976 Detection error: 0.010204434394836426 time: 4:51:36.996744
- B/E: 61 / 129 , Gen_loss: -0.35859072 MI_loss: 21.698559 Detection error: 0.010204613208770752 time: 4:51:37.850205
- B/E: 62 / 129 , Gen_loss: -0.3613047 MI_loss: 21.992159 Detection error: 0.010202407836914062 time: 4:51:38.709499
- B/E: 63 / 129 , Gen_loss: -0.35005653 MI_loss: 21.372343 Detection error: 0.010200202465057373 time: 4:51:39.566845
- B/E: 64 / 129 , Gen_loss: -0.3596248 MI_loss: 21.941372 Detection error: 0.010205268859863281 time: 4:51:40.360353
- B/E: 65 / 129 , Gen_loss: -0.3448736 MI_loss: 20.907372 Detection error: 0.010196506977081299 time: 4:51:41.129453
- B/E: 66 / 129 , Gen_loss: -0.35831317 MI_loss: 21.724186 Detection error: 0.01019960641860962 time: 4:51:41.885445
- B/E: 67 / 129 , Gen_loss: -0.37117916 MI_loss: 22.464699 Detection error: 0.010189354419708252 time: 4:51:42.639734
- B/E: 68 / 129 , Gen_loss: -0.36221695 MI_loss: 22.047611 Detection error: 0.010188877582550049 time: 4:51:43.490979
- B/E: 69 / 129 , Gen_loss: -0.3514771 MI_loss: 21.26103 Detection error: 0.010198235511779785 time: 4:51:44.339957
- B/E: 70 / 129 , Gen_loss: -0.36927673 MI_loss: 22.40282 Detection error: 0.01020205020904541 time: 4:51:45.204423
- B/E: 71 / 129 , Gen_loss: -0.3516341 MI_loss: 21.37003 Detection error: 0.010210931301116943 time: 4:51:46.066289
- B/E: 72 / 129 , Gen_loss: -0.37191385 MI_loss: 22.517225 Detection error: 0.010202467441558838 time: 4:51:46.927650
- B/E: 73 / 129 , Gen_loss: -0.3521694 MI_loss: 21.318615 Detection error: 0.010193824768066406 time: 4:51:47.787788
- B/E: 74 / 129 , Gen_loss: -0.3601819 MI_loss: 21.990965 Detection error: 0.010202109813690186 time: 4:51:48.648399
- B/E: 75 / 129 , Gen_loss: -0.35061148 MI_loss: 21.330685 Detection error: 0.010196566581726074 time: 4:51:49.508966
- B/E: 76 / 129 , Gen_loss: -0.34527862 MI_loss: 21.1647 Detection error: 0.010204970836639404 time: 4:51:50.369478
- B/E: 77 / 129 , Gen_loss: -0.35168612 MI_loss: 21.346245 Detection error: 0.010202348232269287 time: 4:51:51.174942
- B/E: 78 / 129 , Gen_loss: -0.36442706 MI_loss: 22.001797 Detection error: 0.010203719139099121 time: 4:51:51.928764
- B/E: 79 / 129 , Gen_loss: -0.36149624 MI_loss: 21.908014 Detection error: 0.010209381580352783 time: 4:51:52.678902
- B/E: 80 / 129 , Gen_loss: -0.35424057 MI_loss: 21.430828 Detection error: 0.010216057300567627 time: 4:51:53.431397
- B/E: 81 / 129 , Gen_loss: -0.3638469 MI_loss: 22.069733 Detection error: 0.010208487510681152 time: 4:51:54.194068
- B/E: 82 / 129 , Gen_loss: -0.34842744 MI_loss: 21.267044 Detection error: 0.010204076766967773 time: 4:51:55.057498
- B/E: 83 / 129 , Gen_loss: -0.35159057 MI_loss: 21.372719 Detection error: 0.010202765464782715 time: 4:51:55.919199
- B/E: 84 / 129 , Gen_loss: -0.35900927 MI_loss: 21.806412 Detection error: 0.01019740104675293 time: 4:51:56.861985
- B/E: 85 / 129 , Gen_loss: -0.34585533 MI_loss: 20.882635 Detection error: 0.01017916202545166 time: 4:51:57.725180
- B/E: 86 / 129 , Gen_loss: -0.35602322 MI_loss: 21.492872 Detection error: 0.010177075862884521 time: 4:51:58.591521
- B/E: 87 / 129 , Gen_loss: -0.35858163 MI_loss: 21.68955 Detection error: 0.010167598724365234 time: 4:51:59.455063
- B/E: 88 / 129 , Gen_loss: -0.36301515 MI_loss: 21.858225 Detection error: 0.010149955749511719 time: 4:52:00.316650
- B/E: 89 / 129 , Gen_loss: -0.34386626 MI_loss: 21.089857 Detection error: 0.010162174701690674 time: 4:52:01.182114
- B/E: 90 / 129 , Gen_loss: -0.36138436 MI_loss: 21.771555 Detection error: 0.010159671306610107 time: 4:52:01.978025
- B/E: 91 / 129 , Gen_loss: -0.35467437 MI_loss: 21.565859 Detection error: 0.010167121887207031 time: 4:52:02.728500
- B/E: 92 / 129 , Gen_loss: -0.34590787 MI_loss: 20.84898 Detection error: 0.010154247283935547 time: 4:52:03.629075
- B/E: 93 / 129 , Gen_loss: -0.35647497 MI_loss: 21.702408 Detection error: 0.010155916213989258 time: 4:52:04.482201
- B/E: 94 / 129 , Gen_loss: -0.3624152 MI_loss: 22.152586 Detection error: 0.010167419910430908 time: 4:52:05.246592
- B/E: 95 / 129 , Gen_loss: -0.3574487 MI_loss: 21.768713 Detection error: 0.010174810886383057 time: 4:52:06.023192
- B/E: 96 / 129 , Gen_loss: -0.36269128 MI_loss: 21.911428 Detection error: 0.010169148445129395 time: 4:52:06.775353
- B/E: 97 / 129 , Gen_loss: -0.3524662 MI_loss: 21.367092 Detection error: 0.010166466236114502 time: 4:52:07.541885
- B/E: 98 / 129 , Gen_loss: -0.35632452 MI_loss: 21.609215 Detection error: 0.010154366493225098 time: 4:52:08.417700
- B/E: 99 / 129 , Gen_loss: -0.36372307 MI_loss: 22.005547 Detection error: 0.010150313377380371 time: 4:52:09.275046
- B/E: 100 / 129 , Gen_loss: -0.36706161 MI_loss: 22.36044 Detection error: 0.010156571865081787 time: 4:52:10.220127
- B/E: 101 / 129 , Gen_loss: -0.36709622 MI_loss: 22.184427 Detection error: 0.01016145944595337 time: 4:52:11.083694
- B/E: 102 / 129 , Gen_loss: -0.36179265 MI_loss: 21.923334 Detection error: 0.010165035724639893 time: 4:52:11.945582
- B/E: 103 / 129 , Gen_loss: -0.3647567 MI_loss: 22.074953 Detection error: 0.010159850120544434 time: 4:52:12.803496
- B/E: 104 / 129 , Gen_loss: -0.35903212 MI_loss: 21.747461 Detection error: 0.010167241096496582 time: 4:52:13.661919
- B/E: 105 / 129 , Gen_loss: -0.35750073 MI_loss: 21.74716 Detection error: 0.010158896446228027 time: 4:52:14.545250
- B/E: 106 / 129 , Gen_loss: -0.35490543 MI_loss: 21.49612 Detection error: 0.010161221027374268 time: 4:52:15.407991
- B/E: 107 / 129 , Gen_loss: -0.3687587 MI_loss: 22.281174 Detection error: 0.010164082050323486 time: 4:52:16.268912
- B/E: 108 / 129 , Gen_loss: -0.35965034 MI_loss: 21.694168 Detection error: 0.010161995887756348 time: 4:52:17.075652
- B/E: 109 / 129 , Gen_loss: -0.34327564 MI_loss: 20.884764 Detection error: 0.010160207748413086 time: 4:52:17.833276
- B/E: 110 / 129 , Gen_loss: -0.35233408 MI_loss: 21.251614 Detection error: 0.010155677795410156 time: 4:52:18.620317
- B/E: 111 / 129 , Gen_loss: -0.35722917 MI_loss: 21.675337 Detection error: 0.010152339935302734 time: 4:52:19.375286
- B/E: 112 / 129 , Gen_loss: -0.36609256 MI_loss: 22.0432 Detection error: 0.010149598121643066 time: 4:52:20.150807
- B/E: 113 / 129 , Gen_loss: -0.35995963 MI_loss: 21.936182 Detection error: 0.01015627384185791 time: 4:52:20.940070
- B/E: 114 / 129 , Gen_loss: -0.36732376 MI_loss: 22.368198 Detection error: 0.010155975818634033 time: 4:52:21.697462
- B/E: 115 / 129 , Gen_loss: -0.35599008 MI_loss: 21.421484 Detection error: 0.010149538516998291 time: 4:52:22.449940
- B/E: 116 / 129 , Gen_loss: -0.3586037 MI_loss: 21.823214 Detection error: 0.010151684284210205 time: 4:52:23.397988
- B/E: 117 / 129 , Gen_loss: -0.3471659 MI_loss: 21.075474 Detection error: 0.010152280330657959 time: 4:52:24.259374
- B/E: 118 / 129 , Gen_loss: -0.35706493 MI_loss: 21.607452 Detection error: 0.010148346424102783 time: 4:52:25.122975
- B/E: 119 / 129 , Gen_loss: -0.36079755 MI_loss: 21.881042 Detection error: 0.010149478912353516 time: 4:52:25.983722
- B/E: 120 / 129 , Gen_loss: -0.3707535 MI_loss: 22.441252 Detection error: 0.010143578052520752 time: 4:52:26.843729
- B/E: 121 / 129 , Gen_loss: -0.35088384 MI_loss: 21.179348 Detection error: 0.010149836540222168 time: 4:52:27.724987
- B/E: 122 / 129 , Gen_loss: -0.35631087 MI_loss: 21.669111 Detection error: 0.010144293308258057 time: 4:52:28.588054
- B/E: 123 / 129 , Gen_loss: -0.34310555 MI_loss: 20.809786 Detection error: 0.0101393461227417 time: 4:52:29.447904
- B/E: 124 / 129 , Gen_loss: -0.3554483 MI_loss: 21.547478 Detection error: 0.010139763355255127 time: 4:52:30.308785
- B/E: 125 / 129 , Gen_loss: -0.3593755 MI_loss: 21.793682 Detection error: 0.010139405727386475 time: 4:52:31.170057
- B/E: 126 / 129 , Gen_loss: -0.36097464 MI_loss: 22.02166 Detection error: 0.01014566421508789 time: 4:52:32.033797
- B/E: 127 / 129 , Gen_loss: -0.35596362 MI_loss: 21.730406 Detection error: 0.010145008563995361 time: 4:52:32.894072
- B/E: 128 / 129 , Gen_loss: -0.35915273 MI_loss: 21.670856 Detection error: 0.010147511959075928 time: 4:52:33.755786
- B/E: 129 / 129 , Gen_loss: -0.36461157 MI_loss: 22.12958 Detection error: 0.010156989097595215 time: 4:52:34.618837
- B/E: 130 / 129 , Gen_loss: -0.36012515 MI_loss: 21.883862 Detection error: 0.01016700267791748 time: 4:52:35.483823
- B/E: 131 / 129 , Gen_loss: -0.35685283 MI_loss: 21.573217 Detection error: 0.01016855239868164 time: 4:52:36.346871
- B/E: 132 / 129 , Gen_loss: -0.36489207 MI_loss: 22.080769 Detection error: 0.010162115097045898 time: 4:52:37.287646
- B/E: 133 / 129 , Gen_loss: -0.36201024 MI_loss: 21.98906 Detection error: 0.010165572166442871 time: 4:52:38.153672
- B/E: 134 / 129 , Gen_loss: -0.35884514 MI_loss: 22.035402 Detection error: 0.010174751281738281 time: 4:52:39.013998
- B/E: 135 / 129 , Gen_loss: -0.36056387 MI_loss: 21.840887 Detection error: 0.010175764560699463 time: 4:52:39.875661
- B/E: 136 / 129 , Gen_loss: -0.36146635 MI_loss: 21.928667 Detection error: 0.010179996490478516 time: 4:52:40.735961
- B/E: 137 / 129 , Gen_loss: -0.36472964 MI_loss: 22.10327 Detection error: 0.010181605815887451 time: 4:52:41.603159
- B/E: 138 / 129 , Gen_loss: -0.3598863 MI_loss: 21.838226 Detection error: 0.010184824466705322 time: 4:52:42.399625
- B/E: 139 / 129 , Gen_loss: -0.35444418 MI_loss: 21.404987 Detection error: 0.010190427303314209 time: 4:52:43.156035
- B/E: 140 / 129 , Gen_loss: -0.34270597 MI_loss: 20.802269 Detection error: 0.010191500186920166 time: 4:52:43.913187
- B/E: 141 / 129 , Gen_loss: -0.36180285 MI_loss: 21.927744 Detection error: 0.010188400745391846 time: 4:52:44.669018
- B/E: 142 / 129 , Gen_loss: -0.363269 MI_loss: 22.136621 Detection error: 0.010185956954956055 time: 4:52:45.422648
- B/E: 143 / 129 , Gen_loss: -0.35914418 MI_loss: 21.68 Detection error: 0.010183393955230713 time: 4:52:46.173421
- B/E: 144 / 129 , Gen_loss: -0.3424151 MI_loss: 20.753723 Detection error: 0.010191380977630615 time: 4:52:47.033751
- B/E: 145 / 129 , Gen_loss: -0.34481138 MI_loss: 20.960312 Detection error: 0.010196506977081299 time: 4:52:47.899118
- B/E: 146 / 129 , Gen_loss: -0.35353822 MI_loss: 21.427517 Detection error: 0.010196208953857422 time: 4:52:48.756647
- B/E: 147 / 129 , Gen_loss: -0.3602834 MI_loss: 21.905838 Detection error: 0.0102006196975708 time: 4:52:49.616046
- B/E: 148 / 129 , Gen_loss: -0.36225072 MI_loss: 21.963343 Detection error: 0.010200917720794678 time: 4:52:50.563711
- B/E: 149 / 129 , Gen_loss: -0.3544636 MI_loss: 21.517372 Detection error: 0.010209143161773682 time: 4:52:51.429542
-
- Test Loss: 10.390646 Test Error: 0.01089167594909668
- -----
- EPOCH: 130
- B/E: 0 / 130 , Gen_loss: -0.35371813 MI_loss: 21.301134 Detection error: 0.010749995708465576 time: 4:52:53.387993
- B/E: 1 / 130 , Gen_loss: -0.3436253 MI_loss: 20.804066 Detection error: 0.010859370231628418 time: 4:53:09.785602
- B/E: 2 / 130 , Gen_loss: -0.351402 MI_loss: 21.282606 Detection error: 0.010416686534881592 time: 4:53:10.671007
- B/E: 3 / 130 , Gen_loss: -0.35382915 MI_loss: 21.616657 Detection error: 0.010328114032745361 time: 4:53:11.533097
- B/E: 4 / 130 , Gen_loss: -0.35167658 MI_loss: 21.40283 Detection error: 0.010243773460388184 time: 4:53:12.395077
- B/E: 5 / 130 , Gen_loss: -0.35269725 MI_loss: 21.572046 Detection error: 0.01027601957321167 time: 4:53:13.255829
- B/E: 6 / 130 , Gen_loss: -0.36211184 MI_loss: 21.798159 Detection error: 0.010245561599731445 time: 4:53:14.119527
- B/E: 7 / 130 , Gen_loss: -0.3523202 MI_loss: 21.516865 Detection error: 0.010359346866607666 time: 4:53:14.979696
- B/E: 8 / 130 , Gen_loss: -0.3554282 MI_loss: 21.542664 Detection error: 0.010281264781951904 time: 4:53:15.840227
- B/E: 9 / 130 , Gen_loss: -0.35999867 MI_loss: 21.869314 Detection error: 0.010231256484985352 time: 4:53:16.703273
- B/E: 10 / 130 , Gen_loss: -0.35851294 MI_loss: 21.807474 Detection error: 0.0102272629737854 time: 4:53:17.664082
- B/E: 11 / 130 , Gen_loss: -0.34686217 MI_loss: 20.925968 Detection error: 0.010283827781677246 time: 4:53:18.525409
- B/E: 12 / 130 , Gen_loss: -0.3570675 MI_loss: 21.603188 Detection error: 0.01033174991607666 time: 4:53:19.390966
- B/E: 13 / 130 , Gen_loss: -0.34759334 MI_loss: 21.06406 Detection error: 0.010325908660888672 time: 4:53:20.201395
- B/E: 14 / 130 , Gen_loss: -0.3754549 MI_loss: 22.669115 Detection error: 0.01032710075378418 time: 4:53:20.957650
- B/E: 15 / 130 , Gen_loss: -0.36607388 MI_loss: 22.23846 Detection error: 0.010302722454071045 time: 4:53:21.805583
- B/E: 16 / 130 , Gen_loss: -0.35780483 MI_loss: 21.696312 Detection error: 0.010257363319396973 time: 4:53:22.664455
- B/E: 17 / 130 , Gen_loss: -0.354088 MI_loss: 21.412878 Detection error: 0.01027601957321167 time: 4:53:23.457874
- B/E: 18 / 130 , Gen_loss: -0.34848523 MI_loss: 21.022484 Detection error: 0.010223686695098877 time: 4:53:24.295725
- B/E: 19 / 130 , Gen_loss: -0.34491557 MI_loss: 21.037552 Detection error: 0.0102156400680542 time: 4:53:25.154860
- B/E: 20 / 130 , Gen_loss: -0.35942298 MI_loss: 21.745691 Detection error: 0.010242581367492676 time: 4:53:26.015057
- B/E: 21 / 130 , Gen_loss: -0.35302764 MI_loss: 21.349943 Detection error: 0.010244309902191162 time: 4:53:26.792260
- B/E: 22 / 130 , Gen_loss: -0.36351052 MI_loss: 21.85394 Detection error: 0.010221481323242188 time: 4:53:27.632044
- B/E: 23 / 130 , Gen_loss: -0.36075437 MI_loss: 21.859535 Detection error: 0.010207056999206543 time: 4:53:28.490558
- B/E: 24 / 130 , Gen_loss: -0.36025375 MI_loss: 21.926704 Detection error: 0.010223746299743652 time: 4:53:29.349660
- B/E: 25 / 130 , Gen_loss: -0.35503048 MI_loss: 21.545881 Detection error: 0.010236799716949463 time: 4:53:30.305705
- B/E: 26 / 130 , Gen_loss: -0.3500896 MI_loss: 21.282526 Detection error: 0.010270833969116211 time: 4:53:31.167814
- B/E: 27 / 130 , Gen_loss: -0.36060682 MI_loss: 21.971458 Detection error: 0.010292410850524902 time: 4:53:32.045052
- B/E: 28 / 130 , Gen_loss: -0.3692679 MI_loss: 22.381947 Detection error: 0.01030820608139038 time: 4:53:32.903545
- B/E: 29 / 130 , Gen_loss: -0.35870266 MI_loss: 21.66057 Detection error: 0.010321855545043945 time: 4:53:33.797800
- B/E: 30 / 130 , Gen_loss: -0.34811735 MI_loss: 21.244955 Detection error: 0.010302424430847168 time: 4:53:34.625337
- B/E: 31 / 130 , Gen_loss: -0.34126407 MI_loss: 20.711317 Detection error: 0.01027148962020874 time: 4:53:35.398269
- B/E: 32 / 130 , Gen_loss: -0.352316 MI_loss: 21.426012 Detection error: 0.01025378704071045 time: 4:53:36.151858
- B/E: 33 / 130 , Gen_loss: -0.35586724 MI_loss: 21.567596 Detection error: 0.010235309600830078 time: 4:53:36.989033
- B/E: 34 / 130 , Gen_loss: -0.34784856 MI_loss: 21.110502 Detection error: 0.010233044624328613 time: 4:53:37.849234
- B/E: 35 / 130 , Gen_loss: -0.3574754 MI_loss: 21.695383 Detection error: 0.010223090648651123 time: 4:53:38.708914
- B/E: 36 / 130 , Gen_loss: -0.35021758 MI_loss: 21.188784 Detection error: 0.010209441184997559 time: 4:53:39.589839
- B/E: 37 / 130 , Gen_loss: -0.36738178 MI_loss: 22.311583 Detection error: 0.010222852230072021 time: 4:53:40.476633
- B/E: 38 / 130 , Gen_loss: -0.34389254 MI_loss: 20.918396 Detection error: 0.010232388973236084 time: 4:53:41.333857
- B/E: 39 / 130 , Gen_loss: -0.3589306 MI_loss: 21.708546 Detection error: 0.010222673416137695 time: 4:53:42.193505
- B/E: 40 / 130 , Gen_loss: -0.35449782 MI_loss: 21.431858 Detection error: 0.010208845138549805 time: 4:53:43.052050
- B/E: 41 / 130 , Gen_loss: -0.3670499 MI_loss: 22.363914 Detection error: 0.010206818580627441 time: 4:53:44.012712
- B/E: 42 / 130 , Gen_loss: -0.35749897 MI_loss: 21.64451 Detection error: 0.010192573070526123 time: 4:53:44.874926
- B/E: 43 / 130 , Gen_loss: -0.35471523 MI_loss: 21.404322 Detection error: 0.010200977325439453 time: 4:53:45.735181
- B/E: 44 / 130 , Gen_loss: -0.36482987 MI_loss: 22.191893 Detection error: 0.010205566883087158 time: 4:53:46.596764
- B/E: 45 / 130 , Gen_loss: -0.35697106 MI_loss: 21.732014 Detection error: 0.010213971138000488 time: 4:53:47.457498
- B/E: 46 / 130 , Gen_loss: -0.36156195 MI_loss: 21.849174 Detection error: 0.01021808385848999 time: 4:53:48.319847
- B/E: 47 / 130 , Gen_loss: -0.33911237 MI_loss: 20.535646 Detection error: 0.010222673416137695 time: 4:53:49.181266
- B/E: 48 / 130 , Gen_loss: -0.3622316 MI_loss: 21.883446 Detection error: 0.010231494903564453 time: 4:53:50.045666
- B/E: 49 / 130 , Gen_loss: -0.3560523 MI_loss: 21.735302 Detection error: 0.010233759880065918 time: 4:53:50.909369
- B/E: 50 / 130 , Gen_loss: -0.35530624 MI_loss: 21.63602 Detection error: 0.010235309600830078 time: 4:53:51.774481
- B/E: 51 / 130 , Gen_loss: -0.35442573 MI_loss: 21.502605 Detection error: 0.010239183902740479 time: 4:53:52.558915
- B/E: 52 / 130 , Gen_loss: -0.357168 MI_loss: 21.61442 Detection error: 0.010228157043457031 time: 4:53:53.381176
- B/E: 53 / 130 , Gen_loss: -0.35858828 MI_loss: 21.758406 Detection error: 0.010248243808746338 time: 4:53:54.228912
- B/E: 54 / 130 , Gen_loss: -0.35799265 MI_loss: 21.76888 Detection error: 0.010240316390991211 time: 4:53:55.078222
- B/E: 55 / 130 , Gen_loss: -0.34563506 MI_loss: 20.90676 Detection error: 0.010215401649475098 time: 4:53:55.941116
- B/E: 56 / 130 , Gen_loss: -0.35831273 MI_loss: 21.805521 Detection error: 0.010202288627624512 time: 4:53:56.809117
- B/E: 57 / 130 , Gen_loss: -0.35876137 MI_loss: 21.836447 Detection error: 0.01020580530166626 time: 4:53:57.749737
- B/E: 58 / 130 , Gen_loss: -0.35093516 MI_loss: 21.341372 Detection error: 0.010203897953033447 time: 4:53:58.609926
- B/E: 59 / 130 , Gen_loss: -0.35821825 MI_loss: 21.582584 Detection error: 0.010214567184448242 time: 4:53:59.422778
- B/E: 60 / 130 , Gen_loss: -0.35058546 MI_loss: 21.192966 Detection error: 0.01020801067352295 time: 4:54:00.195428
- B/E: 61 / 130 , Gen_loss: -0.3622763 MI_loss: 21.867363 Detection error: 0.010207176208496094 time: 4:54:00.946881
- B/E: 62 / 130 , Gen_loss: -0.36329123 MI_loss: 22.118286 Detection error: 0.010222196578979492 time: 4:54:01.700460
- B/E: 63 / 130 , Gen_loss: -0.35514262 MI_loss: 21.459019 Detection error: 0.010223627090454102 time: 4:54:02.450984
- B/E: 64 / 130 , Gen_loss: -0.3593373 MI_loss: 21.73206 Detection error: 0.010214924812316895 time: 4:54:03.314286
- B/E: 65 / 130 , Gen_loss: -0.34185195 MI_loss: 20.557793 Detection error: 0.010202169418334961 time: 4:54:04.175526
- B/E: 66 / 130 , Gen_loss: -0.35499322 MI_loss: 21.648315 Detection error: 0.010209858417510986 time: 4:54:05.036224
- B/E: 67 / 130 , Gen_loss: -0.36196935 MI_loss: 21.799839 Detection error: 0.010202229022979736 time: 4:54:05.900472
- B/E: 68 / 130 , Gen_loss: -0.36501613 MI_loss: 22.219442 Detection error: 0.010206997394561768 time: 4:54:06.691429
- B/E: 69 / 130 , Gen_loss: -0.3595605 MI_loss: 21.666372 Detection error: 0.010209381580352783 time: 4:54:07.483643
- B/E: 70 / 130 , Gen_loss: -0.36256996 MI_loss: 21.886211 Detection error: 0.010212600231170654 time: 4:54:08.357785
- B/E: 71 / 130 , Gen_loss: -0.34486637 MI_loss: 20.97996 Detection error: 0.010217428207397461 time: 4:54:09.218943
- B/E: 72 / 130 , Gen_loss: -0.3679022 MI_loss: 22.374475 Detection error: 0.010216176509857178 time: 4:54:10.084433
- B/E: 73 / 130 , Gen_loss: -0.34256953 MI_loss: 20.718325 Detection error: 0.010205209255218506 time: 4:54:11.030236
- B/E: 74 / 130 , Gen_loss: -0.36218506 MI_loss: 22.072016 Detection error: 0.01020747423171997 time: 4:54:11.892833
- B/E: 75 / 130 , Gen_loss: -0.3649017 MI_loss: 22.150925 Detection error: 0.010203957557678223 time: 4:54:12.753401
- B/E: 76 / 130 , Gen_loss: -0.36018723 MI_loss: 21.738976 Detection error: 0.010203301906585693 time: 4:54:13.604827
- B/E: 77 / 130 , Gen_loss: -0.3550135 MI_loss: 21.3479 Detection error: 0.010201096534729004 time: 4:54:14.356195
- B/E: 78 / 130 , Gen_loss: -0.35169882 MI_loss: 21.178265 Detection error: 0.010192632675170898 time: 4:54:15.110807
- B/E: 79 / 130 , Gen_loss: -0.3624915 MI_loss: 21.890356 Detection error: 0.010203123092651367 time: 4:54:15.885061
- B/E: 80 / 130 , Gen_loss: -0.35128096 MI_loss: 21.382364 Detection error: 0.010217607021331787 time: 4:54:16.737148
- B/E: 81 / 130 , Gen_loss: -0.3593443 MI_loss: 21.757591 Detection error: 0.010206937789916992 time: 4:54:17.595383
- B/E: 82 / 130 , Gen_loss: -0.35885733 MI_loss: 21.714195 Detection error: 0.010203719139099121 time: 4:54:18.456499
- B/E: 83 / 130 , Gen_loss: -0.35384762 MI_loss: 21.325068 Detection error: 0.010198652744293213 time: 4:54:19.318209
- B/E: 84 / 130 , Gen_loss: -0.3534309 MI_loss: 21.456385 Detection error: 0.010195612907409668 time: 4:54:20.200974
- B/E: 85 / 130 , Gen_loss: -0.35217953 MI_loss: 21.314564 Detection error: 0.01017838716506958 time: 4:54:21.060015
- B/E: 86 / 130 , Gen_loss: -0.35876188 MI_loss: 21.567638 Detection error: 0.010180294513702393 time: 4:54:21.919103
- B/E: 87 / 130 , Gen_loss: -0.3565668 MI_loss: 21.658125 Detection error: 0.010169744491577148 time: 4:54:22.778487
- B/E: 88 / 130 , Gen_loss: -0.36127228 MI_loss: 21.850128 Detection error: 0.01015692949295044 time: 4:54:23.648139
- B/E: 89 / 130 , Gen_loss: -0.35029894 MI_loss: 21.28565 Detection error: 0.010165631771087646 time: 4:54:24.605939
- B/E: 90 / 130 , Gen_loss: -0.35346714 MI_loss: 21.367722 Detection error: 0.010159015655517578 time: 4:54:25.434168
- B/E: 91 / 130 , Gen_loss: -0.34842184 MI_loss: 21.051552 Detection error: 0.0101698637008667 time: 4:54:26.289577
- B/E: 92 / 130 , Gen_loss: -0.34295818 MI_loss: 20.854042 Detection error: 0.010160624980926514 time: 4:54:27.173378
- B/E: 93 / 130 , Gen_loss: -0.34500977 MI_loss: 21.04459 Detection error: 0.01016324758529663 time: 4:54:27.968744
- B/E: 94 / 130 , Gen_loss: -0.35699028 MI_loss: 21.618982 Detection error: 0.010173380374908447 time: 4:54:28.813128
- B/E: 95 / 130 , Gen_loss: -0.3534886 MI_loss: 21.504343 Detection error: 0.010177075862884521 time: 4:54:29.670440
- B/E: 96 / 130 , Gen_loss: -0.34811127 MI_loss: 21.007439 Detection error: 0.010173022747039795 time: 4:54:30.533202
- B/E: 97 / 130 , Gen_loss: -0.35576576 MI_loss: 21.465517 Detection error: 0.010162949562072754 time: 4:54:31.392235
- B/E: 98 / 130 , Gen_loss: -0.35649934 MI_loss: 21.640457 Detection error: 0.01014930009841919 time: 4:54:32.251501
- B/E: 99 / 130 , Gen_loss: -0.36676082 MI_loss: 22.140697 Detection error: 0.010150909423828125 time: 4:54:33.114347
- B/E: 100 / 130 , Gen_loss: -0.36196285 MI_loss: 21.992033 Detection error: 0.010155916213989258 time: 4:54:33.976417
- B/E: 101 / 130 , Gen_loss: -0.36059636 MI_loss: 21.942156 Detection error: 0.010159015655517578 time: 4:54:34.836504
- B/E: 102 / 130 , Gen_loss: -0.3611618 MI_loss: 22.001478 Detection error: 0.010165929794311523 time: 4:54:35.728403
- B/E: 103 / 130 , Gen_loss: -0.36948618 MI_loss: 22.39571 Detection error: 0.010161042213439941 time: 4:54:36.536443
- B/E: 104 / 130 , Gen_loss: -0.35541594 MI_loss: 21.40581 Detection error: 0.010164260864257812 time: 4:54:37.409363
- B/E: 105 / 130 , Gen_loss: -0.36038616 MI_loss: 21.732327 Detection error: 0.010160088539123535 time: 4:54:38.351301
- B/E: 106 / 130 , Gen_loss: -0.3508834 MI_loss: 21.223404 Detection error: 0.010157108306884766 time: 4:54:39.212307
- B/E: 107 / 130 , Gen_loss: -0.36168715 MI_loss: 22.016169 Detection error: 0.010162353515625 time: 4:54:40.083832
- B/E: 108 / 130 , Gen_loss: -0.36014006 MI_loss: 21.93 Detection error: 0.010163724422454834 time: 4:54:40.948194
- B/E: 109 / 130 , Gen_loss: -0.36385277 MI_loss: 22.069963 Detection error: 0.010159671306610107 time: 4:54:41.806815
- B/E: 110 / 130 , Gen_loss: -0.35986468 MI_loss: 21.545475 Detection error: 0.01014721393585205 time: 4:54:42.668193
- B/E: 111 / 130 , Gen_loss: -0.36442 MI_loss: 22.123837 Detection error: 0.010148167610168457 time: 4:54:43.532120
- B/E: 112 / 130 , Gen_loss: -0.36012578 MI_loss: 21.64713 Detection error: 0.010146856307983398 time: 4:54:44.392940
- B/E: 113 / 130 , Gen_loss: -0.3537678 MI_loss: 21.505964 Detection error: 0.010151863098144531 time: 4:54:45.252024
- B/E: 114 / 130 , Gen_loss: -0.34927967 MI_loss: 21.16513 Detection error: 0.010148108005523682 time: 4:54:46.114000
- B/E: 115 / 130 , Gen_loss: -0.3593308 MI_loss: 21.61266 Detection error: 0.010146021842956543 time: 4:54:46.983003
- B/E: 116 / 130 , Gen_loss: -0.360222 MI_loss: 21.891096 Detection error: 0.01014930009841919 time: 4:54:47.849515
- B/E: 117 / 130 , Gen_loss: -0.35539898 MI_loss: 21.5421 Detection error: 0.010149896144866943 time: 4:54:48.677286
- B/E: 118 / 130 , Gen_loss: -0.355115 MI_loss: 21.44548 Detection error: 0.010143101215362549 time: 4:54:49.518694
- B/E: 119 / 130 , Gen_loss: -0.36143646 MI_loss: 21.918894 Detection error: 0.01014554500579834 time: 4:54:50.383745
- B/E: 120 / 130 , Gen_loss: -0.34722558 MI_loss: 21.144592 Detection error: 0.010144650936126709 time: 4:54:51.244001
- B/E: 121 / 130 , Gen_loss: -0.3424745 MI_loss: 20.86557 Detection error: 0.010147035121917725 time: 4:54:52.191963
- B/E: 122 / 130 , Gen_loss: -0.35839218 MI_loss: 21.669703 Detection error: 0.010141253471374512 time: 4:54:53.081841
- B/E: 123 / 130 , Gen_loss: -0.3551956 MI_loss: 21.439497 Detection error: 0.010137319564819336 time: 4:54:53.949114
- B/E: 124 / 130 , Gen_loss: -0.36502072 MI_loss: 22.134663 Detection error: 0.01013326644897461 time: 4:54:54.810316
- B/E: 125 / 130 , Gen_loss: -0.3581914 MI_loss: 21.734371 Detection error: 0.01013493537902832 time: 4:54:55.671488
- B/E: 126 / 130 , Gen_loss: -0.35092124 MI_loss: 21.414192 Detection error: 0.010146141052246094 time: 4:54:56.527037
- B/E: 127 / 130 , Gen_loss: -0.35284427 MI_loss: 21.432915 Detection error: 0.010141372680664062 time: 4:54:57.282488
- B/E: 128 / 130 , Gen_loss: -0.3643688 MI_loss: 22.187664 Detection error: 0.010149717330932617 time: 4:54:58.148993
- B/E: 129 / 130 , Gen_loss: -0.36275336 MI_loss: 22.095821 Detection error: 0.010158181190490723 time: 4:54:59.009124
- B/E: 130 / 130 , Gen_loss: -0.35452083 MI_loss: 21.389763 Detection error: 0.010160088539123535 time: 4:54:59.902035
- B/E: 131 / 130 , Gen_loss: -0.3514607 MI_loss: 21.37475 Detection error: 0.010165035724639893 time: 4:55:00.763197
- B/E: 132 / 130 , Gen_loss: -0.35366395 MI_loss: 21.430746 Detection error: 0.010160684585571289 time: 4:55:01.630321
- B/E: 133 / 130 , Gen_loss: -0.35766354 MI_loss: 21.667006 Detection error: 0.010166049003601074 time: 4:55:02.488026
- B/E: 134 / 130 , Gen_loss: -0.3572693 MI_loss: 21.678074 Detection error: 0.010172426700592041 time: 4:55:03.348926
- B/E: 135 / 130 , Gen_loss: -0.3554036 MI_loss: 21.464846 Detection error: 0.01017230749130249 time: 4:55:04.237826
- B/E: 136 / 130 , Gen_loss: -0.34695154 MI_loss: 21.067738 Detection error: 0.010174930095672607 time: 4:55:05.102870
- B/E: 137 / 130 , Gen_loss: -0.341443 MI_loss: 20.729164 Detection error: 0.010175526142120361 time: 4:55:06.064094
- B/E: 138 / 130 , Gen_loss: -0.36418527 MI_loss: 21.970507 Detection error: 0.010180056095123291 time: 4:55:06.927345
- B/E: 139 / 130 , Gen_loss: -0.3488966 MI_loss: 21.000986 Detection error: 0.010184168815612793 time: 4:55:07.795491
- B/E: 140 / 130 , Gen_loss: -0.35107645 MI_loss: 21.322578 Detection error: 0.010188400745391846 time: 4:55:08.656373
- B/E: 141 / 130 , Gen_loss: -0.36058787 MI_loss: 21.6889 Detection error: 0.010182440280914307 time: 4:55:09.519999
- B/E: 142 / 130 , Gen_loss: -0.3545909 MI_loss: 21.425661 Detection error: 0.010183155536651611 time: 4:55:10.384055
- B/E: 143 / 130 , Gen_loss: -0.36260408 MI_loss: 21.909784 Detection error: 0.010179281234741211 time: 4:55:11.242535
- B/E: 144 / 130 , Gen_loss: -0.34831476 MI_loss: 21.004549 Detection error: 0.010184049606323242 time: 4:55:12.104232
- B/E: 145 / 130 , Gen_loss: -0.34633717 MI_loss: 21.105213 Detection error: 0.010194540023803711 time: 4:55:12.965135
- B/E: 146 / 130 , Gen_loss: -0.3519923 MI_loss: 21.254992 Detection error: 0.01019752025604248 time: 4:55:13.827003
- B/E: 147 / 130 , Gen_loss: -0.35477245 MI_loss: 21.603167 Detection error: 0.010201454162597656 time: 4:55:14.685386
- B/E: 148 / 130 , Gen_loss: -0.35585067 MI_loss: 21.53408 Detection error: 0.010201752185821533 time: 4:55:15.546220
- B/E: 149 / 130 , Gen_loss: -0.35921976 MI_loss: 21.748472 Detection error: 0.010207056999206543 time: 4:55:16.409410
-
- Test Loss: 10.374383 Test Error: 0.01089167594909668
- -----
- EPOCH: 131
- B/E: 0 / 131 , Gen_loss: -0.3528525 MI_loss: 21.342672 Detection error: 0.011312484741210938 time: 4:55:18.389879
- B/E: 1 / 131 , Gen_loss: -0.33718166 MI_loss: 20.640219 Detection error: 0.01078122854232788 time: 4:55:34.864705
- B/E: 2 / 131 , Gen_loss: -0.34275582 MI_loss: 20.594809 Detection error: 0.010645806789398193 time: 4:55:35.803855
- B/E: 3 / 131 , Gen_loss: -0.354191 MI_loss: 21.35212 Detection error: 0.01038283109664917 time: 4:55:36.558539
- B/E: 4 / 131 , Gen_loss: -0.36216858 MI_loss: 21.891785 Detection error: 0.010224997997283936 time: 4:55:37.325287
- B/E: 5 / 131 , Gen_loss: -0.351362 MI_loss: 21.474504 Detection error: 0.0103645920753479 time: 4:55:38.131500
- B/E: 6 / 131 , Gen_loss: -0.35609776 MI_loss: 21.730648 Detection error: 0.010325908660888672 time: 4:55:39.015366
- B/E: 7 / 131 , Gen_loss: -0.3582984 MI_loss: 21.87307 Detection error: 0.01034766435623169 time: 4:55:39.898356
- B/E: 8 / 131 , Gen_loss: -0.3602711 MI_loss: 21.78256 Detection error: 0.010312497615814209 time: 4:55:40.755715
- B/E: 9 / 131 , Gen_loss: -0.35156605 MI_loss: 21.27163 Detection error: 0.01029062271118164 time: 4:55:41.615376
- B/E: 10 / 131 , Gen_loss: -0.3540651 MI_loss: 21.482225 Detection error: 0.010295450687408447 time: 4:55:42.475198
- B/E: 11 / 131 , Gen_loss: -0.3609005 MI_loss: 21.831224 Detection error: 0.010354161262512207 time: 4:55:43.333113
- B/E: 12 / 131 , Gen_loss: -0.3533403 MI_loss: 21.49574 Detection error: 0.010420680046081543 time: 4:55:44.190913
- B/E: 13 / 131 , Gen_loss: -0.358756 MI_loss: 21.68755 Detection error: 0.010377228260040283 time: 4:55:45.054482
- B/E: 14 / 131 , Gen_loss: -0.3668855 MI_loss: 22.150711 Detection error: 0.010377109050750732 time: 4:55:45.862704
- B/E: 15 / 131 , Gen_loss: -0.35956803 MI_loss: 21.961329 Detection error: 0.010361313819885254 time: 4:55:46.610656
- B/E: 16 / 131 , Gen_loss: -0.35899296 MI_loss: 21.522202 Detection error: 0.010307013988494873 time: 4:55:47.460371
- B/E: 17 / 131 , Gen_loss: -0.35985082 MI_loss: 21.894566 Detection error: 0.010312497615814209 time: 4:55:48.324430
- B/E: 18 / 131 , Gen_loss: -0.35453388 MI_loss: 21.525873 Detection error: 0.0102730393409729 time: 4:55:49.286034
- B/E: 19 / 131 , Gen_loss: -0.3537166 MI_loss: 21.4886 Detection error: 0.010270297527313232 time: 4:55:50.147489
- B/E: 20 / 131 , Gen_loss: -0.34862527 MI_loss: 21.085165 Detection error: 0.010270833969116211 time: 4:55:51.012219
- B/E: 21 / 131 , Gen_loss: -0.353927 MI_loss: 21.549376 Detection error: 0.010308265686035156 time: 4:55:51.876788
- B/E: 22 / 131 , Gen_loss: -0.36180428 MI_loss: 21.86298 Detection error: 0.01027446985244751 time: 4:55:52.738569
- B/E: 23 / 131 , Gen_loss: -0.3629066 MI_loss: 21.906784 Detection error: 0.010249972343444824 time: 4:55:53.544533
- B/E: 24 / 131 , Gen_loss: -0.36140737 MI_loss: 21.872309 Detection error: 0.010269999504089355 time: 4:55:54.394686
- B/E: 25 / 131 , Gen_loss: -0.35739154 MI_loss: 21.749887 Detection error: 0.010268032550811768 time: 4:55:55.257741
- B/E: 26 / 131 , Gen_loss: -0.3529187 MI_loss: 21.598515 Detection error: 0.010325253009796143 time: 4:55:56.117391
- B/E: 27 / 131 , Gen_loss: -0.36000863 MI_loss: 21.908422 Detection error: 0.010313630104064941 time: 4:55:56.975267
- B/E: 28 / 131 , Gen_loss: -0.3509792 MI_loss: 21.287735 Detection error: 0.010336220264434814 time: 4:55:57.833710
- B/E: 29 / 131 , Gen_loss: -0.3469581 MI_loss: 21.08946 Detection error: 0.01034688949584961 time: 4:55:58.696726
- B/E: 30 / 131 , Gen_loss: -0.3585888 MI_loss: 21.760479 Detection error: 0.010330617427825928 time: 4:55:59.565169
- B/E: 31 / 131 , Gen_loss: -0.34800062 MI_loss: 21.086784 Detection error: 0.010286152362823486 time: 4:56:00.587303
- B/E: 32 / 131 , Gen_loss: -0.35385805 MI_loss: 21.525799 Detection error: 0.01029735803604126 time: 4:56:01.469671
- B/E: 33 / 131 , Gen_loss: -0.34636632 MI_loss: 21.008602 Detection error: 0.010271131992340088 time: 4:56:02.331201
- B/E: 34 / 131 , Gen_loss: -0.3412255 MI_loss: 20.66061 Detection error: 0.010263383388519287 time: 4:56:03.190154
- B/E: 35 / 131 , Gen_loss: -0.35527834 MI_loss: 21.622438 Detection error: 0.010261297225952148 time: 4:56:04.050342
- B/E: 36 / 131 , Gen_loss: -0.3629483 MI_loss: 21.968262 Detection error: 0.010250866413116455 time: 4:56:04.911818
- B/E: 37 / 131 , Gen_loss: -0.3653778 MI_loss: 22.213152 Detection error: 0.01025247573852539 time: 4:56:05.770714
- B/E: 38 / 131 , Gen_loss: -0.35631502 MI_loss: 21.571552 Detection error: 0.010273218154907227 time: 4:56:06.635899
- B/E: 39 / 131 , Gen_loss: -0.36896312 MI_loss: 22.174986 Detection error: 0.01025080680847168 time: 4:56:07.494558
- B/E: 40 / 131 , Gen_loss: -0.36103395 MI_loss: 21.938063 Detection error: 0.010250747203826904 time: 4:56:08.357880
- B/E: 41 / 131 , Gen_loss: -0.361204 MI_loss: 22.001713 Detection error: 0.010241806507110596 time: 4:56:09.210930
- B/E: 42 / 131 , Gen_loss: -0.35853958 MI_loss: 21.725271 Detection error: 0.010227441787719727 time: 4:56:10.070547
- B/E: 43 / 131 , Gen_loss: -0.35398886 MI_loss: 21.43288 Detection error: 0.010225117206573486 time: 4:56:10.933710
- B/E: 44 / 131 , Gen_loss: -0.35404348 MI_loss: 21.502916 Detection error: 0.010227799415588379 time: 4:56:11.824955
- B/E: 45 / 131 , Gen_loss: -0.36134642 MI_loss: 21.912262 Detection error: 0.010228931903839111 time: 4:56:12.608574
- B/E: 46 / 131 , Gen_loss: -0.34439403 MI_loss: 20.787989 Detection error: 0.010241329669952393 time: 4:56:13.359499
- B/E: 47 / 131 , Gen_loss: -0.35324016 MI_loss: 21.400684 Detection error: 0.010235011577606201 time: 4:56:14.113318
- B/E: 48 / 131 , Gen_loss: -0.3596386 MI_loss: 21.887333 Detection error: 0.010248720645904541 time: 4:56:15.002496
- B/E: 49 / 131 , Gen_loss: -0.35543388 MI_loss: 21.698746 Detection error: 0.010255634784698486 time: 4:56:15.765766
- B/E: 50 / 131 , Gen_loss: -0.35783768 MI_loss: 21.827013 Detection error: 0.01025921106338501 time: 4:56:16.608227
- B/E: 51 / 131 , Gen_loss: -0.35918728 MI_loss: 21.774912 Detection error: 0.010252416133880615 time: 4:56:17.468716
- B/E: 52 / 131 , Gen_loss: -0.35846174 MI_loss: 21.677221 Detection error: 0.010253548622131348 time: 4:56:18.349540
- B/E: 53 / 131 , Gen_loss: -0.36081904 MI_loss: 21.9049 Detection error: 0.010264456272125244 time: 4:56:19.208660
- B/E: 54 / 131 , Gen_loss: -0.35065278 MI_loss: 21.176825 Detection error: 0.01026761531829834 time: 4:56:20.066738
- B/E: 55 / 131 , Gen_loss: -0.35470855 MI_loss: 21.567865 Detection error: 0.01024162769317627 time: 4:56:20.924835
- B/E: 56 / 131 , Gen_loss: -0.35333923 MI_loss: 21.282486 Detection error: 0.010223150253295898 time: 4:56:21.786270
- B/E: 57 / 131 , Gen_loss: -0.36332875 MI_loss: 22.184998 Detection error: 0.010214447975158691 time: 4:56:22.609408
- B/E: 58 / 131 , Gen_loss: -0.35805127 MI_loss: 21.617195 Detection error: 0.010214507579803467 time: 4:56:23.358624
- B/E: 59 / 131 , Gen_loss: -0.3514503 MI_loss: 21.317629 Detection error: 0.010232269763946533 time: 4:56:24.198676
- B/E: 60 / 131 , Gen_loss: -0.36681357 MI_loss: 22.271154 Detection error: 0.010230541229248047 time: 4:56:25.062004
- B/E: 61 / 131 , Gen_loss: -0.34795952 MI_loss: 21.03095 Detection error: 0.010229349136352539 time: 4:56:25.921581
- B/E: 62 / 131 , Gen_loss: -0.35308897 MI_loss: 21.454763 Detection error: 0.01023411750793457 time: 4:56:26.790976
- B/E: 63 / 131 , Gen_loss: -0.3554168 MI_loss: 21.503897 Detection error: 0.010235369205474854 time: 4:56:27.751754
- B/E: 64 / 131 , Gen_loss: -0.35358664 MI_loss: 21.416561 Detection error: 0.010233640670776367 time: 4:56:28.615921
- B/E: 65 / 131 , Gen_loss: -0.3674845 MI_loss: 22.293404 Detection error: 0.0102272629737854 time: 4:56:29.480117
- B/E: 66 / 131 , Gen_loss: -0.3647983 MI_loss: 22.031515 Detection error: 0.010227620601654053 time: 4:56:30.343206
- B/E: 67 / 131 , Gen_loss: -0.35674456 MI_loss: 21.515879 Detection error: 0.010215520858764648 time: 4:56:31.206046
- B/E: 68 / 131 , Gen_loss: -0.35410428 MI_loss: 21.553242 Detection error: 0.010221898555755615 time: 4:56:32.072424
- B/E: 69 / 131 , Gen_loss: -0.3642829 MI_loss: 22.037607 Detection error: 0.010224580764770508 time: 4:56:32.933305
- B/E: 70 / 131 , Gen_loss: -0.35870457 MI_loss: 21.645037 Detection error: 0.01022493839263916 time: 4:56:33.793652
- B/E: 71 / 131 , Gen_loss: -0.34691644 MI_loss: 20.999788 Detection error: 0.010226547718048096 time: 4:56:34.654860
- B/E: 72 / 131 , Gen_loss: -0.36199957 MI_loss: 22.038933 Detection error: 0.010228157043457031 time: 4:56:35.521020
- B/E: 73 / 131 , Gen_loss: -0.3617881 MI_loss: 21.920408 Detection error: 0.010222554206848145 time: 4:56:36.383000
- B/E: 74 / 131 , Gen_loss: -0.36303675 MI_loss: 22.08877 Detection error: 0.010219573974609375 time: 4:56:37.245570
- B/E: 75 / 131 , Gen_loss: -0.35502827 MI_loss: 21.461147 Detection error: 0.010213017463684082 time: 4:56:38.109979
- B/E: 76 / 131 , Gen_loss: -0.35712335 MI_loss: 21.628757 Detection error: 0.010218322277069092 time: 4:56:38.972853
- B/E: 77 / 131 , Gen_loss: -0.35479185 MI_loss: 21.44652 Detection error: 0.010219931602478027 time: 4:56:39.838650
- B/E: 78 / 131 , Gen_loss: -0.3535869 MI_loss: 21.347477 Detection error: 0.010208845138549805 time: 4:56:40.701155
- B/E: 79 / 131 , Gen_loss: -0.36229536 MI_loss: 22.023348 Detection error: 0.010223448276519775 time: 4:56:41.651505
- B/E: 80 / 131 , Gen_loss: -0.3571199 MI_loss: 21.780336 Detection error: 0.010228753089904785 time: 4:56:42.515336
- B/E: 81 / 131 , Gen_loss: -0.3578735 MI_loss: 21.84574 Detection error: 0.010227501392364502 time: 4:56:43.375536
- B/E: 82 / 131 , Gen_loss: -0.36096203 MI_loss: 21.751905 Detection error: 0.010220646858215332 time: 4:56:44.234591
- B/E: 83 / 131 , Gen_loss: -0.35889825 MI_loss: 21.784483 Detection error: 0.010221719741821289 time: 4:56:45.098037
- B/E: 84 / 131 , Gen_loss: -0.36132127 MI_loss: 21.962616 Detection error: 0.010215818881988525 time: 4:56:45.963149
- B/E: 85 / 131 , Gen_loss: -0.35296008 MI_loss: 21.231462 Detection error: 0.010199487209320068 time: 4:56:46.832097
- B/E: 86 / 131 , Gen_loss: -0.3520651 MI_loss: 21.331404 Detection error: 0.010200440883636475 time: 4:56:47.694830
- B/E: 87 / 131 , Gen_loss: -0.35613137 MI_loss: 21.447344 Detection error: 0.010184645652770996 time: 4:56:48.562075
- B/E: 88 / 131 , Gen_loss: -0.36539254 MI_loss: 22.029148 Detection error: 0.010173797607421875 time: 4:56:49.425616
- B/E: 89 / 131 , Gen_loss: -0.35507044 MI_loss: 21.575092 Detection error: 0.010184049606323242 time: 4:56:50.278227
- B/E: 90 / 131 , Gen_loss: -0.35407513 MI_loss: 21.3877 Detection error: 0.010184049606323242 time: 4:56:51.029841
- B/E: 91 / 131 , Gen_loss: -0.3465597 MI_loss: 20.924578 Detection error: 0.010183453559875488 time: 4:56:51.813181
- B/E: 92 / 131 , Gen_loss: -0.34773782 MI_loss: 20.957733 Detection error: 0.0101737380027771 time: 4:56:52.564907
- B/E: 93 / 131 , Gen_loss: -0.35055828 MI_loss: 21.362812 Detection error: 0.01017451286315918 time: 4:56:53.344867
- B/E: 94 / 131 , Gen_loss: -0.3580709 MI_loss: 21.801445 Detection error: 0.010180950164794922 time: 4:56:54.127460
- B/E: 95 / 131 , Gen_loss: -0.35896412 MI_loss: 21.803482 Detection error: 0.010186195373535156 time: 4:56:55.062516
- B/E: 96 / 131 , Gen_loss: -0.36005586 MI_loss: 21.9836 Detection error: 0.01017749309539795 time: 4:56:55.929382
- B/E: 97 / 131 , Gen_loss: -0.35949665 MI_loss: 21.66702 Detection error: 0.010167717933654785 time: 4:56:56.798668
- B/E: 98 / 131 , Gen_loss: -0.36662522 MI_loss: 22.285898 Detection error: 0.010162889957427979 time: 4:56:57.675223
- B/E: 99 / 131 , Gen_loss: -0.35628703 MI_loss: 21.56943 Detection error: 0.01016092300415039 time: 4:56:58.538116
- B/E: 100 / 131 , Gen_loss: -0.3613299 MI_loss: 22.07258 Detection error: 0.010170161724090576 time: 4:56:59.400285
- B/E: 101 / 131 , Gen_loss: -0.3670986 MI_loss: 22.247843 Detection error: 0.0101737380027771 time: 4:57:00.263794
- B/E: 102 / 131 , Gen_loss: -0.36132 MI_loss: 21.94818 Detection error: 0.010166585445404053 time: 4:57:01.125842
- B/E: 103 / 131 , Gen_loss: -0.36620134 MI_loss: 22.145723 Detection error: 0.010166764259338379 time: 4:57:01.992345
- B/E: 104 / 131 , Gen_loss: -0.35266992 MI_loss: 21.377628 Detection error: 0.010165154933929443 time: 4:57:02.855034
- B/E: 105 / 131 , Gen_loss: -0.34126478 MI_loss: 20.597689 Detection error: 0.01016300916671753 time: 4:57:03.716805
- B/E: 106 / 131 , Gen_loss: -0.36381865 MI_loss: 22.051212 Detection error: 0.010167062282562256 time: 4:57:04.596010
- B/E: 107 / 131 , Gen_loss: -0.35273618 MI_loss: 21.369215 Detection error: 0.010167241096496582 time: 4:57:05.466113
- B/E: 108 / 131 , Gen_loss: -0.36552435 MI_loss: 22.249603 Detection error: 0.010166287422180176 time: 4:57:06.330579
- B/E: 109 / 131 , Gen_loss: -0.3564966 MI_loss: 21.563555 Detection error: 0.010163366794586182 time: 4:57:07.213011
- B/E: 110 / 131 , Gen_loss: -0.35459796 MI_loss: 21.187572 Detection error: 0.010160446166992188 time: 4:57:08.056565
- B/E: 111 / 131 , Gen_loss: -0.37137106 MI_loss: 22.436039 Detection error: 0.010152876377105713 time: 4:57:08.969516
- B/E: 112 / 131 , Gen_loss: -0.36504585 MI_loss: 22.19695 Detection error: 0.010156810283660889 time: 4:57:09.834885
- B/E: 113 / 131 , Gen_loss: -0.35357088 MI_loss: 21.603146 Detection error: 0.010161995887756348 time: 4:57:10.713233
- B/E: 114 / 131 , Gen_loss: -0.34927505 MI_loss: 21.311655 Detection error: 0.01015925407409668 time: 4:57:11.576578
- B/E: 115 / 131 , Gen_loss: -0.35350323 MI_loss: 21.234074 Detection error: 0.010158956050872803 time: 4:57:12.433783
- B/E: 116 / 131 , Gen_loss: -0.35321236 MI_loss: 21.47676 Detection error: 0.010158896446228027 time: 4:57:13.294287
- B/E: 117 / 131 , Gen_loss: -0.3603244 MI_loss: 21.836632 Detection error: 0.010160505771636963 time: 4:57:14.151884
- B/E: 118 / 131 , Gen_loss: -0.34664443 MI_loss: 20.828287 Detection error: 0.010154128074645996 time: 4:57:14.966959
- B/E: 119 / 131 , Gen_loss: -0.35771292 MI_loss: 21.594398 Detection error: 0.010151803493499756 time: 4:57:15.732335
- B/E: 120 / 131 , Gen_loss: -0.34386858 MI_loss: 20.916033 Detection error: 0.01015162467956543 time: 4:57:16.573958
- B/E: 121 / 131 , Gen_loss: -0.35496035 MI_loss: 21.531845 Detection error: 0.010153710842132568 time: 4:57:17.432117
- B/E: 122 / 131 , Gen_loss: -0.35257617 MI_loss: 21.253904 Detection error: 0.010152161121368408 time: 4:57:18.297164
- B/E: 123 / 131 , Gen_loss: -0.3597485 MI_loss: 21.862545 Detection error: 0.010146141052246094 time: 4:57:19.155557
- B/E: 124 / 131 , Gen_loss: -0.36390126 MI_loss: 22.042454 Detection error: 0.010145723819732666 time: 4:57:20.015603
- B/E: 125 / 131 , Gen_loss: -0.35364595 MI_loss: 21.479347 Detection error: 0.01014411449432373 time: 4:57:20.877894
- B/E: 126 / 131 , Gen_loss: -0.35457906 MI_loss: 21.61957 Detection error: 0.010151326656341553 time: 4:57:21.745600
- B/E: 127 / 131 , Gen_loss: -0.34789297 MI_loss: 21.095661 Detection error: 0.01014721393585205 time: 4:57:22.696065
- B/E: 128 / 131 , Gen_loss: -0.35972068 MI_loss: 21.813656 Detection error: 0.010157227516174316 time: 4:57:23.561072
- B/E: 129 / 131 , Gen_loss: -0.35876554 MI_loss: 21.914463 Detection error: 0.01016610860824585 time: 4:57:24.428030
- B/E: 130 / 131 , Gen_loss: -0.36579776 MI_loss: 22.064661 Detection error: 0.010173439979553223 time: 4:57:25.291258
- B/E: 131 / 131 , Gen_loss: -0.3624724 MI_loss: 21.907593 Detection error: 0.010172367095947266 time: 4:57:26.155757
- B/E: 132 / 131 , Gen_loss: -0.36152324 MI_loss: 21.915165 Detection error: 0.010168731212615967 time: 4:57:26.947160
- B/E: 133 / 131 , Gen_loss: -0.35802057 MI_loss: 21.674376 Detection error: 0.010170459747314453 time: 4:57:27.703757
- B/E: 134 / 131 , Gen_loss: -0.34913576 MI_loss: 21.345533 Detection error: 0.0101814866065979 time: 4:57:28.471984
- B/E: 135 / 131 , Gen_loss: -0.36851743 MI_loss: 22.379078 Detection error: 0.010180830955505371 time: 4:57:29.222056
- B/E: 136 / 131 , Gen_loss: -0.35360143 MI_loss: 21.489218 Detection error: 0.01018524169921875 time: 4:57:30.002274
- B/E: 137 / 131 , Gen_loss: -0.34366828 MI_loss: 20.907026 Detection error: 0.010183215141296387 time: 4:57:30.754049
- B/E: 138 / 131 , Gen_loss: -0.35049334 MI_loss: 21.32067 Detection error: 0.010190188884735107 time: 4:57:31.547808
- B/E: 139 / 131 , Gen_loss: -0.35542992 MI_loss: 21.479027 Detection error: 0.010188817977905273 time: 4:57:32.300243
- B/E: 140 / 131 , Gen_loss: -0.35598215 MI_loss: 21.71206 Detection error: 0.010195255279541016 time: 4:57:33.063406
- B/E: 141 / 131 , Gen_loss: -0.34803063 MI_loss: 20.984564 Detection error: 0.010189235210418701 time: 4:57:33.818293
- B/E: 142 / 131 , Gen_loss: -0.36629745 MI_loss: 22.223108 Detection error: 0.010189056396484375 time: 4:57:34.576042
- B/E: 143 / 131 , Gen_loss: -0.3555371 MI_loss: 21.624538 Detection error: 0.010187268257141113 time: 4:57:35.445190
- B/E: 144 / 131 , Gen_loss: -0.35634798 MI_loss: 21.585924 Detection error: 0.010195672512054443 time: 4:57:36.308721
- B/E: 145 / 131 , Gen_loss: -0.35887915 MI_loss: 21.66302 Detection error: 0.01020139455795288 time: 4:57:37.172011
- B/E: 146 / 131 , Gen_loss: -0.36076728 MI_loss: 21.851063 Detection error: 0.010203003883361816 time: 4:57:38.049299
- B/E: 147 / 131 , Gen_loss: -0.35545364 MI_loss: 21.685848 Detection error: 0.010204613208770752 time: 4:57:38.912089
- B/E: 148 / 131 , Gen_loss: -0.36348638 MI_loss: 21.990997 Detection error: 0.010203421115875244 time: 4:57:39.772563
- B/E: 149 / 131 , Gen_loss: -0.3570253 MI_loss: 21.704771 Detection error: 0.010212481021881104 time: 4:57:40.635580
-
- Test Loss: 10.3736725 Test Error: 0.010833323001861572
- -----
- EPOCH: 132
- B/E: 0 / 132 , Gen_loss: -0.35780025 MI_loss: 21.614202 Detection error: 0.010656237602233887 time: 4:57:42.624610
- B/E: 1 / 132 , Gen_loss: -0.32726094 MI_loss: 19.874105 Detection error: 0.01090627908706665 time: 4:57:59.147971
- B/E: 2 / 132 , Gen_loss: -0.3626569 MI_loss: 21.852354 Detection error: 0.010312497615814209 time: 4:58:00.035571
- B/E: 3 / 132 , Gen_loss: -0.35600927 MI_loss: 21.65562 Detection error: 0.010195314884185791 time: 4:58:00.917236
- B/E: 4 / 132 , Gen_loss: -0.3560172 MI_loss: 21.6502 Detection error: 0.010106265544891357 time: 4:58:01.783400
- B/E: 5 / 132 , Gen_loss: -0.36434776 MI_loss: 22.07186 Detection error: 0.010151028633117676 time: 4:58:02.670062
- B/E: 6 / 132 , Gen_loss: -0.35715866 MI_loss: 21.804863 Detection error: 0.010209798812866211 time: 4:58:03.424016
- B/E: 7 / 132 , Gen_loss: -0.3615806 MI_loss: 21.949997 Detection error: 0.01025390625 time: 4:58:04.267145
- B/E: 8 / 132 , Gen_loss: -0.3555122 MI_loss: 21.651272 Detection error: 0.01015627384185791 time: 4:58:05.126590
- B/E: 9 / 132 , Gen_loss: -0.3561567 MI_loss: 21.497938 Detection error: 0.010174989700317383 time: 4:58:05.986583
- B/E: 10 / 132 , Gen_loss: -0.36059287 MI_loss: 21.805164 Detection error: 0.010173320770263672 time: 4:58:06.864519
- B/E: 11 / 132 , Gen_loss: -0.3548906 MI_loss: 21.400555 Detection error: 0.01021355390548706 time: 4:58:07.725509
- B/E: 12 / 132 , Gen_loss: -0.36449954 MI_loss: 22.231451 Detection error: 0.010286033153533936 time: 4:58:08.587024
- B/E: 13 / 132 , Gen_loss: -0.36068976 MI_loss: 21.743614 Detection error: 0.010263383388519287 time: 4:58:09.447655
- B/E: 14 / 132 , Gen_loss: -0.36372226 MI_loss: 22.076393 Detection error: 0.010243773460388184 time: 4:58:10.338502
- B/E: 15 / 132 , Gen_loss: -0.362856 MI_loss: 22.123539 Detection error: 0.010242164134979248 time: 4:58:11.199929
- B/E: 16 / 132 , Gen_loss: -0.36562285 MI_loss: 21.927383 Detection error: 0.01019299030303955 time: 4:58:12.064185
- B/E: 17 / 132 , Gen_loss: -0.35368985 MI_loss: 21.56049 Detection error: 0.010151028633117676 time: 4:58:12.925489
- B/E: 18 / 132 , Gen_loss: -0.35511994 MI_loss: 21.659721 Detection error: 0.0101546049118042 time: 4:58:13.796234
- B/E: 19 / 132 , Gen_loss: -0.35923913 MI_loss: 22.006767 Detection error: 0.010151565074920654 time: 4:58:14.659614
- B/E: 20 / 132 , Gen_loss: -0.3552187 MI_loss: 21.637081 Detection error: 0.010178565979003906 time: 4:58:15.593897
- B/E: 21 / 132 , Gen_loss: -0.34784567 MI_loss: 21.23506 Detection error: 0.010176122188568115 time: 4:58:16.345808
- B/E: 22 / 132 , Gen_loss: -0.35875812 MI_loss: 21.646015 Detection error: 0.010150790214538574 time: 4:58:17.147261
- B/E: 23 / 132 , Gen_loss: -0.3533085 MI_loss: 21.44928 Detection error: 0.01015627384185791 time: 4:58:17.903140
- B/E: 24 / 132 , Gen_loss: -0.35294294 MI_loss: 21.331093 Detection error: 0.0101662278175354 time: 4:58:18.652984
- B/E: 25 / 132 , Gen_loss: -0.35221216 MI_loss: 21.291552 Detection error: 0.01015627384185791 time: 4:58:19.436417
- B/E: 26 / 132 , Gen_loss: -0.35052755 MI_loss: 21.215176 Detection error: 0.010236084461212158 time: 4:58:20.187677
- B/E: 27 / 132 , Gen_loss: -0.35774145 MI_loss: 21.626245 Detection error: 0.010241091251373291 time: 4:58:20.955431
- B/E: 28 / 132 , Gen_loss: -0.36771852 MI_loss: 22.410786 Detection error: 0.010259687900543213 time: 4:58:21.756595
- B/E: 29 / 132 , Gen_loss: -0.35843828 MI_loss: 21.629505 Detection error: 0.01026773452758789 time: 4:58:22.508340
- B/E: 30 / 132 , Gen_loss: -0.36484164 MI_loss: 22.197998 Detection error: 0.010240912437438965 time: 4:58:23.364108
- B/E: 31 / 132 , Gen_loss: -0.34858307 MI_loss: 21.08505 Detection error: 0.01021188497543335 time: 4:58:24.247765
- B/E: 32 / 132 , Gen_loss: -0.3570286 MI_loss: 21.592743 Detection error: 0.01019221544265747 time: 4:58:25.107643
- B/E: 33 / 132 , Gen_loss: -0.35655418 MI_loss: 21.63981 Detection error: 0.010190248489379883 time: 4:58:25.969449
- B/E: 34 / 132 , Gen_loss: -0.3442877 MI_loss: 20.895859 Detection error: 0.010173201560974121 time: 4:58:26.833643
- B/E: 35 / 132 , Gen_loss: -0.35905144 MI_loss: 21.704508 Detection error: 0.010178804397583008 time: 4:58:27.695318
- B/E: 36 / 132 , Gen_loss: -0.35735762 MI_loss: 21.61453 Detection error: 0.010173976421356201 time: 4:58:28.580728
- B/E: 37 / 132 , Gen_loss: -0.3583662 MI_loss: 21.742493 Detection error: 0.010179281234741211 time: 4:58:29.431596
- B/E: 38 / 132 , Gen_loss: -0.35473147 MI_loss: 21.509472 Detection error: 0.010188281536102295 time: 4:58:30.261246
- B/E: 39 / 132 , Gen_loss: -0.3512464 MI_loss: 21.22369 Detection error: 0.010175764560699463 time: 4:58:31.014371
- B/E: 40 / 132 , Gen_loss: -0.36166126 MI_loss: 21.9695 Detection error: 0.01016765832901001 time: 4:58:31.818110
- B/E: 41 / 132 , Gen_loss: -0.36535385 MI_loss: 22.135544 Detection error: 0.010171115398406982 time: 4:58:32.586885
- B/E: 42 / 132 , Gen_loss: -0.36060402 MI_loss: 21.90257 Detection error: 0.010156989097595215 time: 4:58:33.462635
- B/E: 43 / 132 , Gen_loss: -0.3643361 MI_loss: 22.125309 Detection error: 0.010155558586120605 time: 4:58:34.324006
- B/E: 44 / 132 , Gen_loss: -0.3551056 MI_loss: 21.574533 Detection error: 0.010169446468353271 time: 4:58:35.183327
- B/E: 45 / 132 , Gen_loss: -0.35951596 MI_loss: 21.738592 Detection error: 0.01018071174621582 time: 4:58:36.042672
- B/E: 46 / 132 , Gen_loss: -0.3616504 MI_loss: 21.842827 Detection error: 0.010186851024627686 time: 4:58:36.917637
- B/E: 47 / 132 , Gen_loss: -0.36174667 MI_loss: 21.736307 Detection error: 0.010185539722442627 time: 4:58:37.776458
- B/E: 48 / 132 , Gen_loss: -0.3446559 MI_loss: 20.897806 Detection error: 0.010194540023803711 time: 4:58:38.635582
- B/E: 49 / 132 , Gen_loss: -0.3613823 MI_loss: 22.035557 Detection error: 0.010201871395111084 time: 4:58:39.497823
- B/E: 50 / 132 , Gen_loss: -0.3578061 MI_loss: 21.684528 Detection error: 0.010204017162322998 time: 4:58:40.360952
- B/E: 51 / 132 , Gen_loss: -0.35379407 MI_loss: 21.445065 Detection error: 0.010219335556030273 time: 4:58:41.220092
- B/E: 52 / 132 , Gen_loss: -0.3544318 MI_loss: 21.318455 Detection error: 0.01020282506942749 time: 4:58:42.168081
- B/E: 53 / 132 , Gen_loss: -0.3595963 MI_loss: 21.773903 Detection error: 0.010220468044281006 time: 4:58:43.027594
- B/E: 54 / 132 , Gen_loss: -0.35319534 MI_loss: 21.45966 Detection error: 0.010219871997833252 time: 4:58:43.820001
- B/E: 55 / 132 , Gen_loss: -0.35783598 MI_loss: 21.641537 Detection error: 0.01020592451095581 time: 4:58:44.584727
- B/E: 56 / 132 , Gen_loss: -0.35776967 MI_loss: 21.559166 Detection error: 0.010186970233917236 time: 4:58:45.337414
- B/E: 57 / 132 , Gen_loss: -0.35417345 MI_loss: 21.530945 Detection error: 0.010175108909606934 time: 4:58:46.191142
- B/E: 58 / 132 , Gen_loss: -0.3502691 MI_loss: 21.30329 Detection error: 0.010170042514801025 time: 4:58:47.058202
- B/E: 59 / 132 , Gen_loss: -0.35887876 MI_loss: 21.751114 Detection error: 0.010192692279815674 time: 4:58:47.921522
- B/E: 60 / 132 , Gen_loss: -0.36506715 MI_loss: 22.024742 Detection error: 0.010193109512329102 time: 4:58:48.781991
- B/E: 61 / 132 , Gen_loss: -0.3517868 MI_loss: 21.32772 Detection error: 0.010206162929534912 time: 4:58:49.642174
- B/E: 62 / 132 , Gen_loss: -0.34849542 MI_loss: 21.098663 Detection error: 0.01020437479019165 time: 4:58:50.532737
- B/E: 63 / 132 , Gen_loss: -0.3593306 MI_loss: 21.807426 Detection error: 0.010204613208770752 time: 4:58:51.393414
- B/E: 64 / 132 , Gen_loss: -0.3603322 MI_loss: 21.902647 Detection error: 0.010200977325439453 time: 4:58:52.254279
- B/E: 65 / 132 , Gen_loss: -0.36087433 MI_loss: 21.975822 Detection error: 0.010198414325714111 time: 4:58:53.113861
- B/E: 66 / 132 , Gen_loss: -0.36449543 MI_loss: 22.144945 Detection error: 0.010194003582000732 time: 4:58:53.985314
- B/E: 67 / 132 , Gen_loss: -0.3640145 MI_loss: 22.012629 Detection error: 0.010188877582550049 time: 4:58:54.849150
- B/E: 68 / 132 , Gen_loss: -0.3520819 MI_loss: 21.424559 Detection error: 0.010193824768066406 time: 4:58:55.797330
- B/E: 69 / 132 , Gen_loss: -0.3540366 MI_loss: 21.438362 Detection error: 0.010196864604949951 time: 4:58:56.600209
- B/E: 70 / 132 , Gen_loss: -0.35969228 MI_loss: 21.752907 Detection error: 0.010192334651947021 time: 4:58:57.367958
- B/E: 71 / 132 , Gen_loss: -0.3532621 MI_loss: 21.387484 Detection error: 0.010204434394836426 time: 4:58:58.214988
- B/E: 72 / 132 , Gen_loss: -0.36379662 MI_loss: 22.05154 Detection error: 0.010198652744293213 time: 4:58:59.073199
- B/E: 73 / 132 , Gen_loss: -0.34899193 MI_loss: 21.095303 Detection error: 0.01019972562789917 time: 4:58:59.933247
- B/E: 74 / 132 , Gen_loss: -0.36106235 MI_loss: 22.0896 Detection error: 0.01020580530166626 time: 4:59:00.796638
- B/E: 75 / 132 , Gen_loss: -0.35753393 MI_loss: 21.744787 Detection error: 0.010196566581726074 time: 4:59:01.606270
- B/E: 76 / 132 , Gen_loss: -0.34723216 MI_loss: 21.106783 Detection error: 0.010204970836639404 time: 4:59:02.376864
- B/E: 77 / 132 , Gen_loss: -0.35093617 MI_loss: 21.242373 Detection error: 0.010200321674346924 time: 4:59:03.251072
- B/E: 78 / 132 , Gen_loss: -0.3631622 MI_loss: 21.850964 Detection error: 0.010196208953857422 time: 4:59:04.132016
- B/E: 79 / 132 , Gen_loss: -0.35500622 MI_loss: 21.62417 Detection error: 0.010203897953033447 time: 4:59:04.939455
- B/E: 80 / 132 , Gen_loss: -0.3577066 MI_loss: 21.786983 Detection error: 0.010215282440185547 time: 4:59:05.760883
- B/E: 81 / 132 , Gen_loss: -0.361589 MI_loss: 21.731642 Detection error: 0.01021343469619751 time: 4:59:06.608124
- B/E: 82 / 132 , Gen_loss: -0.3557341 MI_loss: 21.59027 Detection error: 0.010201454162597656 time: 4:59:07.467801
- B/E: 83 / 132 , Gen_loss: -0.35722283 MI_loss: 21.56158 Detection error: 0.010199785232543945 time: 4:59:08.326311
- B/E: 84 / 132 , Gen_loss: -0.34782574 MI_loss: 21.219398 Detection error: 0.010194838047027588 time: 4:59:09.285788
- B/E: 85 / 132 , Gen_loss: -0.35667494 MI_loss: 21.507847 Detection error: 0.010178804397583008 time: 4:59:10.147313
- B/E: 86 / 132 , Gen_loss: -0.35864416 MI_loss: 21.773396 Detection error: 0.010170280933380127 time: 4:59:11.007858
- B/E: 87 / 132 , Gen_loss: -0.35801983 MI_loss: 21.71983 Detection error: 0.010168313980102539 time: 4:59:11.867637
- B/E: 88 / 132 , Gen_loss: -0.3601827 MI_loss: 21.796103 Detection error: 0.01015692949295044 time: 4:59:12.725876
- B/E: 89 / 132 , Gen_loss: -0.35755977 MI_loss: 21.657923 Detection error: 0.010166347026824951 time: 4:59:13.587868
- B/E: 90 / 132 , Gen_loss: -0.35323825 MI_loss: 21.489206 Detection error: 0.010165154933929443 time: 4:59:14.446508
- B/E: 91 / 132 , Gen_loss: -0.3443377 MI_loss: 20.841087 Detection error: 0.010166466236114502 time: 4:59:15.305226
- B/E: 92 / 132 , Gen_loss: -0.35620728 MI_loss: 21.62772 Detection error: 0.010153532028198242 time: 4:59:16.166889
- B/E: 93 / 132 , Gen_loss: -0.35061955 MI_loss: 21.173227 Detection error: 0.01015627384185791 time: 4:59:17.037874
- B/E: 94 / 132 , Gen_loss: -0.34642887 MI_loss: 21.176422 Detection error: 0.010168731212615967 time: 4:59:17.901808
- B/E: 95 / 132 , Gen_loss: -0.3501414 MI_loss: 21.241184 Detection error: 0.010171890258789062 time: 4:59:18.760297
- B/E: 96 / 132 , Gen_loss: -0.3532802 MI_loss: 21.41219 Detection error: 0.0101701021194458 time: 4:59:19.621611
- B/E: 97 / 132 , Gen_loss: -0.36018923 MI_loss: 21.814829 Detection error: 0.0101584792137146 time: 4:59:20.495137
- B/E: 98 / 132 , Gen_loss: -0.36912203 MI_loss: 22.29227 Detection error: 0.010144591331481934 time: 4:59:21.354912
- B/E: 99 / 132 , Gen_loss: -0.35760117 MI_loss: 21.666512 Detection error: 0.010146260261535645 time: 4:59:22.170668
- B/E: 100 / 132 , Gen_loss: -0.3577545 MI_loss: 21.756601 Detection error: 0.01015007495880127 time: 4:59:23.026755
- B/E: 101 / 132 , Gen_loss: -0.35616082 MI_loss: 21.669884 Detection error: 0.010156571865081787 time: 4:59:23.806943
- B/E: 102 / 132 , Gen_loss: -0.3599684 MI_loss: 21.840963 Detection error: 0.010155975818634033 time: 4:59:24.559786
- B/E: 103 / 132 , Gen_loss: -0.36349562 MI_loss: 21.93883 Detection error: 0.010152935981750488 time: 4:59:25.310017
- B/E: 104 / 132 , Gen_loss: -0.3514481 MI_loss: 21.210758 Detection error: 0.010153591632843018 time: 4:59:26.063106
- B/E: 105 / 132 , Gen_loss: -0.34932655 MI_loss: 21.141642 Detection error: 0.010151803493499756 time: 4:59:26.920980
- B/E: 106 / 132 , Gen_loss: -0.35533154 MI_loss: 21.683668 Detection error: 0.010151565074920654 time: 4:59:27.711034
- B/E: 107 / 132 , Gen_loss: -0.35606912 MI_loss: 21.69798 Detection error: 0.010154783725738525 time: 4:59:28.574149
- B/E: 108 / 132 , Gen_loss: -0.36085278 MI_loss: 21.887482 Detection error: 0.010156810283660889 time: 4:59:29.432039
- B/E: 109 / 132 , Gen_loss: -0.3650145 MI_loss: 22.098331 Detection error: 0.01014798879623413 time: 4:59:30.317792
- B/E: 110 / 132 , Gen_loss: -0.35869652 MI_loss: 21.608866 Detection error: 0.010141909122467041 time: 4:59:31.180536
- B/E: 111 / 132 , Gen_loss: -0.35762715 MI_loss: 21.77432 Detection error: 0.010141432285308838 time: 4:59:32.038951
- B/E: 112 / 132 , Gen_loss: -0.36892366 MI_loss: 22.332489 Detection error: 0.010135531425476074 time: 4:59:32.896955
- B/E: 113 / 132 , Gen_loss: -0.3556563 MI_loss: 21.80564 Detection error: 0.010142803192138672 time: 4:59:33.766799
- B/E: 114 / 132 , Gen_loss: -0.3501903 MI_loss: 21.29187 Detection error: 0.010141849517822266 time: 4:59:34.627331
- B/E: 115 / 132 , Gen_loss: -0.3470503 MI_loss: 20.971773 Detection error: 0.010139286518096924 time: 4:59:35.486358
- B/E: 116 / 132 , Gen_loss: -0.36028054 MI_loss: 21.893408 Detection error: 0.01014024019241333 time: 4:59:36.446885
- B/E: 117 / 132 , Gen_loss: -0.35421288 MI_loss: 21.557838 Detection error: 0.010140597820281982 time: 4:59:37.309787
- B/E: 118 / 132 , Gen_loss: -0.3623094 MI_loss: 21.935051 Detection error: 0.010136008262634277 time: 4:59:38.168963
- B/E: 119 / 132 , Gen_loss: -0.35128257 MI_loss: 21.29964 Detection error: 0.01013803482055664 time: 4:59:39.027364
- B/E: 120 / 132 , Gen_loss: -0.35166514 MI_loss: 21.292112 Detection error: 0.010133028030395508 time: 4:59:39.888566
- B/E: 121 / 132 , Gen_loss: -0.35272384 MI_loss: 21.48804 Detection error: 0.010141134262084961 time: 4:59:40.706453
- B/E: 122 / 132 , Gen_loss: -0.3631834 MI_loss: 22.085623 Detection error: 0.010137200355529785 time: 4:59:41.470699
- B/E: 123 / 132 , Gen_loss: -0.35411587 MI_loss: 21.500708 Detection error: 0.010130047798156738 time: 4:59:42.320657
- B/E: 124 / 132 , Gen_loss: -0.36134765 MI_loss: 22.015348 Detection error: 0.010127484798431396 time: 4:59:43.178170
- B/E: 125 / 132 , Gen_loss: -0.36771694 MI_loss: 22.249006 Detection error: 0.01012873649597168 time: 4:59:44.040848
- B/E: 126 / 132 , Gen_loss: -0.35561016 MI_loss: 21.734867 Detection error: 0.010136544704437256 time: 4:59:44.901593
- B/E: 127 / 132 , Gen_loss: -0.3547564 MI_loss: 21.6396 Detection error: 0.010136008262634277 time: 4:59:45.761385
- B/E: 128 / 132 , Gen_loss: -0.35812423 MI_loss: 21.78601 Detection error: 0.010142683982849121 time: 4:59:46.633415
- B/E: 129 / 132 , Gen_loss: -0.35495794 MI_loss: 21.648777 Detection error: 0.0101470947265625 time: 4:59:47.493833
- B/E: 130 / 132 , Gen_loss: -0.35638303 MI_loss: 21.599583 Detection error: 0.010155797004699707 time: 4:59:48.358210
- B/E: 131 / 132 , Gen_loss: -0.35693038 MI_loss: 21.400726 Detection error: 0.010157167911529541 time: 4:59:49.218006
- B/E: 132 / 132 , Gen_loss: -0.35521352 MI_loss: 21.565168 Detection error: 0.01015627384185791 time: 4:59:50.182097
- B/E: 133 / 132 , Gen_loss: -0.36096272 MI_loss: 21.892895 Detection error: 0.010162532329559326 time: 4:59:51.050432
- B/E: 134 / 132 , Gen_loss: -0.35143912 MI_loss: 21.445496 Detection error: 0.01017153263092041 time: 4:59:51.916816
- B/E: 135 / 132 , Gen_loss: -0.36709654 MI_loss: 22.252136 Detection error: 0.010169804096221924 time: 4:59:52.777408
- B/E: 136 / 132 , Gen_loss: -0.34958664 MI_loss: 21.163784 Detection error: 0.010171294212341309 time: 4:59:53.644766
- B/E: 137 / 132 , Gen_loss: -0.3443057 MI_loss: 20.883549 Detection error: 0.010173261165618896 time: 4:59:54.508663
- B/E: 138 / 132 , Gen_loss: -0.35793906 MI_loss: 21.7952 Detection error: 0.010177850723266602 time: 4:59:55.303052
- B/E: 139 / 132 , Gen_loss: -0.36556658 MI_loss: 22.154306 Detection error: 0.010179698467254639 time: 4:59:56.061679
- B/E: 140 / 132 , Gen_loss: -0.34704787 MI_loss: 21.08638 Detection error: 0.010180652141571045 time: 4:59:56.818033
- B/E: 141 / 132 , Gen_loss: -0.34763375 MI_loss: 21.194256 Detection error: 0.010181784629821777 time: 4:59:57.583274
- B/E: 142 / 132 , Gen_loss: -0.34771386 MI_loss: 21.050785 Detection error: 0.010177433490753174 time: 4:59:58.335351
- B/E: 143 / 132 , Gen_loss: -0.35461023 MI_loss: 21.447079 Detection error: 0.010172724723815918 time: 4:59:59.088530
- B/E: 144 / 132 , Gen_loss: -0.34937078 MI_loss: 21.194279 Detection error: 0.010182738304138184 time: 4:59:59.841200
- B/E: 145 / 132 , Gen_loss: -0.35308453 MI_loss: 21.429466 Detection error: 0.010187506675720215 time: 5:00:00.692294
- B/E: 146 / 132 , Gen_loss: -0.35699624 MI_loss: 21.612349 Detection error: 0.01019132137298584 time: 5:00:01.549065
- B/E: 147 / 132 , Gen_loss: -0.36611694 MI_loss: 22.161982 Detection error: 0.01019597053527832 time: 5:00:02.406047
- B/E: 148 / 132 , Gen_loss: -0.34935936 MI_loss: 21.173904 Detection error: 0.010193347930908203 time: 5:00:03.294862
- B/E: 149 / 132 , Gen_loss: -0.35985315 MI_loss: 21.90633 Detection error: 0.010202527046203613 time: 5:00:04.113679
-
- Test Loss: 10.365605 Test Error: 0.010858356952667236
- -----
- EPOCH: 133
- B/E: 0 / 133 , Gen_loss: -0.3592178 MI_loss: 21.762386 Detection error: 0.010812520980834961 time: 5:00:06.025124
- B/E: 1 / 133 , Gen_loss: -0.35058916 MI_loss: 21.376453 Detection error: 0.010921895503997803 time: 5:00:22.932592
- B/E: 2 / 133 , Gen_loss: -0.34905368 MI_loss: 20.988945 Detection error: 0.010468721389770508 time: 5:00:23.829400
- B/E: 3 / 133 , Gen_loss: -0.3496295 MI_loss: 21.146982 Detection error: 0.010273456573486328 time: 5:00:24.702225
- B/E: 4 / 133 , Gen_loss: -0.35272583 MI_loss: 21.554869 Detection error: 0.010181248188018799 time: 5:00:25.567857
- B/E: 5 / 133 , Gen_loss: -0.3607097 MI_loss: 22.06708 Detection error: 0.010187506675720215 time: 5:00:26.432819
- B/E: 6 / 133 , Gen_loss: -0.3578444 MI_loss: 21.761673 Detection error: 0.010267853736877441 time: 5:00:27.245159
- B/E: 7 / 133 , Gen_loss: -0.3580093 MI_loss: 21.789495 Detection error: 0.010246098041534424 time: 5:00:27.996569
- B/E: 8 / 133 , Gen_loss: -0.36867365 MI_loss: 22.336329 Detection error: 0.010211825370788574 time: 5:00:28.750640
- B/E: 9 / 133 , Gen_loss: -0.36049432 MI_loss: 21.824148 Detection error: 0.010140597820281982 time: 5:00:29.521667
- B/E: 10 / 133 , Gen_loss: -0.36556032 MI_loss: 22.34612 Detection error: 0.010204553604125977 time: 5:00:30.370458
- B/E: 11 / 133 , Gen_loss: -0.35615873 MI_loss: 21.524279 Detection error: 0.010210931301116943 time: 5:00:31.125824
- B/E: 12 / 133 , Gen_loss: -0.35503158 MI_loss: 21.506792 Detection error: 0.010298073291778564 time: 5:00:31.879937
- B/E: 13 / 133 , Gen_loss: -0.35775024 MI_loss: 21.69839 Detection error: 0.0103035569190979 time: 5:00:32.747460
- B/E: 14 / 133 , Gen_loss: -0.35703272 MI_loss: 21.6263 Detection error: 0.01027292013168335 time: 5:00:33.608259
- B/E: 15 / 133 , Gen_loss: -0.35640627 MI_loss: 21.763725 Detection error: 0.010238289833068848 time: 5:00:34.470627
- B/E: 16 / 133 , Gen_loss: -0.35866353 MI_loss: 21.602552 Detection error: 0.01019299030303955 time: 5:00:35.339387
- B/E: 17 / 133 , Gen_loss: -0.35759395 MI_loss: 21.636549 Detection error: 0.010217010974884033 time: 5:00:36.208246
- B/E: 18 / 133 , Gen_loss: -0.35237673 MI_loss: 21.40907 Detection error: 0.010162830352783203 time: 5:00:37.080615
- B/E: 19 / 133 , Gen_loss: -0.3562648 MI_loss: 21.737005 Detection error: 0.010168731212615967 time: 5:00:37.941879
- B/E: 20 / 133 , Gen_loss: -0.35531497 MI_loss: 21.531479 Detection error: 0.010190486907958984 time: 5:00:38.805077
- B/E: 21 / 133 , Gen_loss: -0.3541193 MI_loss: 21.60879 Detection error: 0.010166168212890625 time: 5:00:39.667382
- B/E: 22 / 133 , Gen_loss: -0.35986084 MI_loss: 21.714352 Detection error: 0.010157585144042969 time: 5:00:40.527401
- B/E: 23 / 133 , Gen_loss: -0.35399178 MI_loss: 21.327232 Detection error: 0.01013803482055664 time: 5:00:41.388536
- B/E: 24 / 133 , Gen_loss: -0.36630172 MI_loss: 22.142986 Detection error: 0.010146260261535645 time: 5:00:42.254107
- B/E: 25 / 133 , Gen_loss: -0.34739828 MI_loss: 20.787975 Detection error: 0.010146617889404297 time: 5:00:43.201710
- B/E: 26 / 133 , Gen_loss: -0.35415295 MI_loss: 21.59284 Detection error: 0.010202527046203613 time: 5:00:44.064841
- B/E: 27 / 133 , Gen_loss: -0.35774577 MI_loss: 21.745556 Detection error: 0.010226547718048096 time: 5:00:44.932818
- B/E: 28 / 133 , Gen_loss: -0.3499644 MI_loss: 21.254833 Detection error: 0.010245680809020996 time: 5:00:45.802530
- B/E: 29 / 133 , Gen_loss: -0.36103693 MI_loss: 21.920559 Detection error: 0.010245859622955322 time: 5:00:46.591512
- B/E: 30 / 133 , Gen_loss: -0.35665658 MI_loss: 21.643913 Detection error: 0.01022881269454956 time: 5:00:47.375386
- B/E: 31 / 133 , Gen_loss: -0.3594384 MI_loss: 21.71395 Detection error: 0.010200202465057373 time: 5:00:48.130920
- B/E: 32 / 133 , Gen_loss: -0.3470183 MI_loss: 20.936552 Detection error: 0.010198891162872314 time: 5:00:48.943435
- B/E: 33 / 133 , Gen_loss: -0.35417217 MI_loss: 21.438772 Detection error: 0.010170042514801025 time: 5:00:49.808191
- B/E: 34 / 133 , Gen_loss: -0.35214487 MI_loss: 21.284157 Detection error: 0.010163366794586182 time: 5:00:50.667712
- B/E: 35 / 133 , Gen_loss: -0.3532337 MI_loss: 21.357672 Detection error: 0.010169267654418945 time: 5:00:51.528523
- B/E: 36 / 133 , Gen_loss: -0.36685026 MI_loss: 22.220596 Detection error: 0.010166406631469727 time: 5:00:52.398373
- B/E: 37 / 133 , Gen_loss: -0.3725816 MI_loss: 22.452778 Detection error: 0.010161161422729492 time: 5:00:53.259017
- B/E: 38 / 133 , Gen_loss: -0.35831982 MI_loss: 21.830078 Detection error: 0.010190725326538086 time: 5:00:54.121629
- B/E: 39 / 133 , Gen_loss: -0.35847676 MI_loss: 21.586971 Detection error: 0.01016169786453247 time: 5:00:54.988958
- B/E: 40 / 133 , Gen_loss: -0.3582617 MI_loss: 21.877851 Detection error: 0.01016765832901001 time: 5:00:55.873994
- B/E: 41 / 133 , Gen_loss: -0.35509837 MI_loss: 21.42101 Detection error: 0.010162949562072754 time: 5:00:56.837329
- B/E: 42 / 133 , Gen_loss: -0.35360852 MI_loss: 21.334053 Detection error: 0.010159909725189209 time: 5:00:57.700065
- B/E: 43 / 133 , Gen_loss: -0.37060118 MI_loss: 22.402994 Detection error: 0.010151982307434082 time: 5:00:58.565746
- B/E: 44 / 133 , Gen_loss: -0.34803137 MI_loss: 21.070759 Detection error: 0.010161101818084717 time: 5:00:59.433286
- B/E: 45 / 133 , Gen_loss: -0.36003077 MI_loss: 21.760633 Detection error: 0.010171175003051758 time: 5:01:00.295561
- B/E: 46 / 133 , Gen_loss: -0.34814978 MI_loss: 21.12211 Detection error: 0.010184824466705322 time: 5:01:01.156528
- B/E: 47 / 133 , Gen_loss: -0.36487505 MI_loss: 22.082083 Detection error: 0.01017773151397705 time: 5:01:02.016882
- B/E: 48 / 133 , Gen_loss: -0.35784328 MI_loss: 21.76854 Detection error: 0.010192573070526123 time: 5:01:02.881988
- B/E: 49 / 133 , Gen_loss: -0.36176324 MI_loss: 21.99955 Detection error: 0.010193109512329102 time: 5:01:03.743542
- B/E: 50 / 133 , Gen_loss: -0.34756696 MI_loss: 21.163088 Detection error: 0.010197937488555908 time: 5:01:04.626556
- B/E: 51 / 133 , Gen_loss: -0.35899344 MI_loss: 21.753052 Detection error: 0.010194718837738037 time: 5:01:05.494309
- B/E: 52 / 133 , Gen_loss: -0.35917997 MI_loss: 21.741013 Detection error: 0.010187506675720215 time: 5:01:06.355069
- B/E: 53 / 133 , Gen_loss: -0.36268017 MI_loss: 22.005507 Detection error: 0.010207772254943848 time: 5:01:07.216482
- B/E: 54 / 133 , Gen_loss: -0.3643641 MI_loss: 22.182917 Detection error: 0.010203957557678223 time: 5:01:08.077834
- B/E: 55 / 133 , Gen_loss: -0.35415408 MI_loss: 21.45108 Detection error: 0.010180830955505371 time: 5:01:08.945183
- B/E: 56 / 133 , Gen_loss: -0.34742615 MI_loss: 21.08377 Detection error: 0.010171055793762207 time: 5:01:09.819450
- B/E: 57 / 133 , Gen_loss: -0.3615435 MI_loss: 21.967047 Detection error: 0.010168075561523438 time: 5:01:10.761774
- B/E: 58 / 133 , Gen_loss: -0.35639575 MI_loss: 21.633057 Detection error: 0.010158360004425049 time: 5:01:11.621655
- B/E: 59 / 133 , Gen_loss: -0.36328593 MI_loss: 22.183067 Detection error: 0.01017606258392334 time: 5:01:12.484334
- B/E: 60 / 133 , Gen_loss: -0.3536853 MI_loss: 21.474695 Detection error: 0.010173141956329346 time: 5:01:13.344121
- B/E: 61 / 133 , Gen_loss: -0.35565367 MI_loss: 21.675848 Detection error: 0.010180950164794922 time: 5:01:14.202972
- B/E: 62 / 133 , Gen_loss: -0.35802913 MI_loss: 21.690172 Detection error: 0.010181546211242676 time: 5:01:15.065031
- B/E: 63 / 133 , Gen_loss: -0.35453075 MI_loss: 21.605555 Detection error: 0.010185539722442627 time: 5:01:15.934518
- B/E: 64 / 133 , Gen_loss: -0.353501 MI_loss: 21.338604 Detection error: 0.010182678699493408 time: 5:01:16.723954
- B/E: 65 / 133 , Gen_loss: -0.36535612 MI_loss: 22.080753 Detection error: 0.010179460048675537 time: 5:01:17.494349
- B/E: 66 / 133 , Gen_loss: -0.35663998 MI_loss: 21.579304 Detection error: 0.010180056095123291 time: 5:01:18.313961
- B/E: 67 / 133 , Gen_loss: -0.3546875 MI_loss: 21.436056 Detection error: 0.010164976119995117 time: 5:01:19.070117
- B/E: 68 / 133 , Gen_loss: -0.3555866 MI_loss: 21.67176 Detection error: 0.010177552700042725 time: 5:01:19.823727
- B/E: 69 / 133 , Gen_loss: -0.34538257 MI_loss: 20.95671 Detection error: 0.01018303632736206 time: 5:01:20.589413
- B/E: 70 / 133 , Gen_loss: -0.36119348 MI_loss: 21.80244 Detection error: 0.01017916202545166 time: 5:01:21.407208
- B/E: 71 / 133 , Gen_loss: -0.34726065 MI_loss: 21.109167 Detection error: 0.010183572769165039 time: 5:01:22.253334
- B/E: 72 / 133 , Gen_loss: -0.36109293 MI_loss: 21.95402 Detection error: 0.010185778141021729 time: 5:01:23.110857
- B/E: 73 / 133 , Gen_loss: -0.3589986 MI_loss: 21.798483 Detection error: 0.010178625583648682 time: 5:01:24.001585
- B/E: 74 / 133 , Gen_loss: -0.36206487 MI_loss: 22.071205 Detection error: 0.010177910327911377 time: 5:01:24.752628
- B/E: 75 / 133 , Gen_loss: -0.352517 MI_loss: 21.326574 Detection error: 0.010165274143218994 time: 5:01:25.530821
- B/E: 76 / 133 , Gen_loss: -0.35149422 MI_loss: 21.498676 Detection error: 0.010175347328186035 time: 5:01:26.373593
- B/E: 77 / 133 , Gen_loss: -0.34950393 MI_loss: 21.12073 Detection error: 0.010170698165893555 time: 5:01:27.259681
- B/E: 78 / 133 , Gen_loss: -0.3700041 MI_loss: 22.359266 Detection error: 0.010161817073822021 time: 5:01:28.117666
- B/E: 79 / 133 , Gen_loss: -0.35500586 MI_loss: 21.671734 Detection error: 0.010180056095123291 time: 5:01:29.003182
- B/E: 80 / 133 , Gen_loss: -0.3686024 MI_loss: 22.373056 Detection error: 0.010182082653045654 time: 5:01:29.878122
- B/E: 81 / 133 , Gen_loss: -0.3588796 MI_loss: 21.678486 Detection error: 0.010180652141571045 time: 5:01:30.736293
- B/E: 82 / 133 , Gen_loss: -0.35759854 MI_loss: 21.6431 Detection error: 0.01017618179321289 time: 5:01:31.595849
- B/E: 83 / 133 , Gen_loss: -0.34630668 MI_loss: 21.073708 Detection error: 0.010181546211242676 time: 5:01:32.466705
- B/E: 84 / 133 , Gen_loss: -0.35589224 MI_loss: 21.615856 Detection error: 0.010171294212341309 time: 5:01:33.328720
- B/E: 85 / 133 , Gen_loss: -0.3533777 MI_loss: 21.315525 Detection error: 0.010153710842132568 time: 5:01:34.189004
- B/E: 86 / 133 , Gen_loss: -0.36401963 MI_loss: 21.946083 Detection error: 0.010152637958526611 time: 5:01:35.052142
- B/E: 87 / 133 , Gen_loss: -0.3597285 MI_loss: 21.79012 Detection error: 0.010143101215362549 time: 5:01:35.932231
- B/E: 88 / 133 , Gen_loss: -0.35997853 MI_loss: 21.698095 Detection error: 0.01013094186782837 time: 5:01:36.799225
- B/E: 89 / 133 , Gen_loss: -0.34886548 MI_loss: 21.26938 Detection error: 0.010137498378753662 time: 5:01:37.756887
- B/E: 90 / 133 , Gen_loss: -0.36690924 MI_loss: 22.186756 Detection error: 0.010132908821105957 time: 5:01:38.616617
- B/E: 91 / 133 , Gen_loss: -0.36269942 MI_loss: 22.027256 Detection error: 0.010142326354980469 time: 5:01:39.480291
- B/E: 92 / 133 , Gen_loss: -0.35093722 MI_loss: 21.203135 Detection error: 0.01013040542602539 time: 5:01:40.340056
- B/E: 93 / 133 , Gen_loss: -0.34585112 MI_loss: 21.173267 Detection error: 0.010132670402526855 time: 5:01:41.199859
- B/E: 94 / 133 , Gen_loss: -0.3458912 MI_loss: 21.003468 Detection error: 0.010147035121917725 time: 5:01:42.060241
- B/E: 95 / 133 , Gen_loss: -0.3551715 MI_loss: 21.436676 Detection error: 0.010152041912078857 time: 5:01:42.923369
- B/E: 96 / 133 , Gen_loss: -0.35926342 MI_loss: 21.76816 Detection error: 0.010142743587493896 time: 5:01:43.783761
- B/E: 97 / 133 , Gen_loss: -0.36418447 MI_loss: 22.10381 Detection error: 0.010133922100067139 time: 5:01:44.643196
- B/E: 98 / 133 , Gen_loss: -0.34843615 MI_loss: 21.0062 Detection error: 0.010124027729034424 time: 5:01:45.506044
- B/E: 99 / 133 , Gen_loss: -0.3591598 MI_loss: 21.813084 Detection error: 0.010118424892425537 time: 5:01:46.367070
- B/E: 100 / 133 , Gen_loss: -0.35832763 MI_loss: 21.853409 Detection error: 0.010127484798431396 time: 5:01:47.229143
- B/E: 101 / 133 , Gen_loss: -0.3521149 MI_loss: 21.29664 Detection error: 0.010128974914550781 time: 5:01:48.095060
- B/E: 102 / 133 , Gen_loss: -0.34887323 MI_loss: 21.224007 Detection error: 0.010129570960998535 time: 5:01:48.954504
- B/E: 103 / 133 , Gen_loss: -0.36245352 MI_loss: 22.026117 Detection error: 0.010128915309906006 time: 5:01:49.750552
- B/E: 104 / 133 , Gen_loss: -0.35280088 MI_loss: 21.369122 Detection error: 0.010136306285858154 time: 5:01:50.502941
- B/E: 105 / 133 , Gen_loss: -0.35507014 MI_loss: 21.46111 Detection error: 0.010129690170288086 time: 5:01:51.334097
- B/E: 106 / 133 , Gen_loss: -0.36643875 MI_loss: 22.242441 Detection error: 0.01013028621673584 time: 5:01:52.090265
- B/E: 107 / 133 , Gen_loss: -0.36589924 MI_loss: 22.205761 Detection error: 0.010134279727935791 time: 5:01:52.859075
- B/E: 108 / 133 , Gen_loss: -0.35638186 MI_loss: 21.665558 Detection error: 0.01013648509979248 time: 5:01:53.611725
- B/E: 109 / 133 , Gen_loss: -0.3599541 MI_loss: 21.702251 Detection error: 0.010132670402526855 time: 5:01:54.440111
- B/E: 110 / 133 , Gen_loss: -0.35645875 MI_loss: 21.400944 Detection error: 0.010123848915100098 time: 5:01:55.298621
- B/E: 111 / 133 , Gen_loss: -0.35361657 MI_loss: 21.272118 Detection error: 0.010123074054718018 time: 5:01:56.088513
- B/E: 112 / 133 , Gen_loss: -0.3647961 MI_loss: 21.981075 Detection error: 0.010122239589691162 time: 5:01:56.842123
- B/E: 113 / 133 , Gen_loss: -0.3537755 MI_loss: 21.483723 Detection error: 0.010129928588867188 time: 5:01:57.592045
- B/E: 114 / 133 , Gen_loss: -0.35155508 MI_loss: 21.553083 Detection error: 0.010128557682037354 time: 5:01:58.463669
- B/E: 115 / 133 , Gen_loss: -0.35400933 MI_loss: 21.356771 Detection error: 0.01012420654296875 time: 5:01:59.328906
- B/E: 116 / 133 , Gen_loss: -0.3596557 MI_loss: 21.721863 Detection error: 0.010127663612365723 time: 5:02:00.191991
- B/E: 117 / 133 , Gen_loss: -0.3549989 MI_loss: 21.65489 Detection error: 0.010131359100341797 time: 5:02:01.054058
- B/E: 118 / 133 , Gen_loss: -0.36163658 MI_loss: 22.009201 Detection error: 0.01012498140335083 time: 5:02:01.914743
- B/E: 119 / 133 , Gen_loss: -0.3685093 MI_loss: 22.285194 Detection error: 0.01011955738067627 time: 5:02:02.708639
- B/E: 120 / 133 , Gen_loss: -0.3517794 MI_loss: 21.48044 Detection error: 0.010123968124389648 time: 5:02:03.459937
- B/E: 121 / 133 , Gen_loss: -0.35779932 MI_loss: 21.790424 Detection error: 0.01013040542602539 time: 5:02:04.300491
- B/E: 122 / 133 , Gen_loss: -0.35535246 MI_loss: 21.388083 Detection error: 0.010122716426849365 time: 5:02:05.174280
- B/E: 123 / 133 , Gen_loss: -0.35784483 MI_loss: 21.787022 Detection error: 0.010114669799804688 time: 5:02:06.037922
- B/E: 124 / 133 , Gen_loss: -0.35772064 MI_loss: 21.65256 Detection error: 0.010114729404449463 time: 5:02:06.903744
- B/E: 125 / 133 , Gen_loss: -0.35570115 MI_loss: 21.668163 Detection error: 0.010117530822753906 time: 5:02:07.762956
- B/E: 126 / 133 , Gen_loss: -0.35429317 MI_loss: 21.461645 Detection error: 0.010122060775756836 time: 5:02:08.629403
- B/E: 127 / 133 , Gen_loss: -0.34665242 MI_loss: 21.074028 Detection error: 0.01012355089187622 time: 5:02:09.512378
- B/E: 128 / 133 , Gen_loss: -0.36260837 MI_loss: 22.005508 Detection error: 0.010127663612365723 time: 5:02:10.372550
- B/E: 129 / 133 , Gen_loss: -0.35974503 MI_loss: 21.777306 Detection error: 0.010133624076843262 time: 5:02:11.235965
- B/E: 130 / 133 , Gen_loss: -0.36832082 MI_loss: 22.00763 Detection error: 0.010138094425201416 time: 5:02:12.105623
- B/E: 131 / 133 , Gen_loss: -0.35368747 MI_loss: 21.351984 Detection error: 0.01013803482055664 time: 5:02:12.968542
- B/E: 132 / 133 , Gen_loss: -0.35291982 MI_loss: 21.377445 Detection error: 0.010141432285308838 time: 5:02:13.830154
- B/E: 133 / 133 , Gen_loss: -0.3596076 MI_loss: 21.852955 Detection error: 0.010145306587219238 time: 5:02:14.691459
- B/E: 134 / 133 , Gen_loss: -0.34093884 MI_loss: 20.694275 Detection error: 0.01015162467956543 time: 5:02:15.572344
- B/E: 135 / 133 , Gen_loss: -0.3583842 MI_loss: 21.781221 Detection error: 0.010153234004974365 time: 5:02:16.434664
- B/E: 136 / 133 , Gen_loss: -0.36143166 MI_loss: 21.838911 Detection error: 0.010152816772460938 time: 5:02:17.302449
- B/E: 137 / 133 , Gen_loss: -0.35909814 MI_loss: 21.787876 Detection error: 0.010154902935028076 time: 5:02:18.264292
- B/E: 138 / 133 , Gen_loss: -0.35909805 MI_loss: 21.741209 Detection error: 0.010160982608795166 time: 5:02:19.075591
- B/E: 139 / 133 , Gen_loss: -0.35575363 MI_loss: 21.581287 Detection error: 0.010168075561523438 time: 5:02:19.844478
- B/E: 140 / 133 , Gen_loss: -0.33885378 MI_loss: 20.668793 Detection error: 0.010173559188842773 time: 5:02:20.609117
- B/E: 141 / 133 , Gen_loss: -0.34641415 MI_loss: 20.840485 Detection error: 0.010166585445404053 time: 5:02:21.450090
- B/E: 142 / 133 , Gen_loss: -0.3614988 MI_loss: 21.873766 Detection error: 0.01016545295715332 time: 5:02:22.312396
- B/E: 143 / 133 , Gen_loss: -0.35693982 MI_loss: 21.578163 Detection error: 0.01016080379486084 time: 5:02:23.172508
- B/E: 144 / 133 , Gen_loss: -0.35377243 MI_loss: 21.378107 Detection error: 0.010168731212615967 time: 5:02:24.034079
- B/E: 145 / 133 , Gen_loss: -0.348697 MI_loss: 20.92366 Detection error: 0.01017230749130249 time: 5:02:24.892839
- B/E: 146 / 133 , Gen_loss: -0.35292915 MI_loss: 21.31428 Detection error: 0.01017981767654419 time: 5:02:25.755978
- B/E: 147 / 133 , Gen_loss: -0.36545062 MI_loss: 22.212753 Detection error: 0.010180950164794922 time: 5:02:26.617931
- B/E: 148 / 133 , Gen_loss: -0.36008695 MI_loss: 21.699486 Detection error: 0.010179758071899414 time: 5:02:27.479342
- B/E: 149 / 133 , Gen_loss: -0.36396405 MI_loss: 22.058153 Detection error: 0.01018977165222168 time: 5:02:28.337754
-
- Test Loss: 10.35348 Test Error: 0.010958313941955566
- -----
- EPOCH: 134
- B/E: 0 / 134 , Gen_loss: -0.35130772 MI_loss: 21.270271 Detection error: 0.010562479496002197 time: 5:02:30.365805
- B/E: 1 / 134 , Gen_loss: -0.34853688 MI_loss: 21.009869 Detection error: 0.010593771934509277 time: 5:02:47.153180
- B/E: 2 / 134 , Gen_loss: -0.34414423 MI_loss: 20.763123 Detection error: 0.01012498140335083 time: 5:02:48.160514
- B/E: 3 / 134 , Gen_loss: -0.3652052 MI_loss: 22.262001 Detection error: 0.010171890258789062 time: 5:02:49.034894
- B/E: 4 / 134 , Gen_loss: -0.3584001 MI_loss: 21.778069 Detection error: 0.010100007057189941 time: 5:02:49.898615
- B/E: 5 / 134 , Gen_loss: -0.36245525 MI_loss: 22.082813 Detection error: 0.010135412216186523 time: 5:02:50.798435
- B/E: 6 / 134 , Gen_loss: -0.3633537 MI_loss: 22.16445 Detection error: 0.010169625282287598 time: 5:02:51.658489
- B/E: 7 / 134 , Gen_loss: -0.3696669 MI_loss: 22.415783 Detection error: 0.010191380977630615 time: 5:02:52.519472
- B/E: 8 / 134 , Gen_loss: -0.35703698 MI_loss: 21.629662 Detection error: 0.010128498077392578 time: 5:02:53.328719
- B/E: 9 / 134 , Gen_loss: -0.35994005 MI_loss: 21.791925 Detection error: 0.010100007057189941 time: 5:02:54.112331
- B/E: 10 / 134 , Gen_loss: -0.36769173 MI_loss: 22.260874 Detection error: 0.010090887546539307 time: 5:02:54.957644
- B/E: 11 / 134 , Gen_loss: -0.35575837 MI_loss: 21.469461 Detection error: 0.010151028633117676 time: 5:02:55.814017
- B/E: 12 / 134 , Gen_loss: -0.35070398 MI_loss: 21.402153 Detection error: 0.010230779647827148 time: 5:02:56.671267
- B/E: 13 / 134 , Gen_loss: -0.3465443 MI_loss: 20.906586 Detection error: 0.010229885578155518 time: 5:02:57.529849
- B/E: 14 / 134 , Gen_loss: -0.35330886 MI_loss: 21.48302 Detection error: 0.010197937488555908 time: 5:02:58.394361
- B/E: 15 / 134 , Gen_loss: -0.36063486 MI_loss: 21.717052 Detection error: 0.010199189186096191 time: 5:02:59.252758
- B/E: 16 / 134 , Gen_loss: -0.35263312 MI_loss: 21.383535 Detection error: 0.010167300701141357 time: 5:03:00.112813
- B/E: 17 / 134 , Gen_loss: -0.35597274 MI_loss: 21.647263 Detection error: 0.010126709938049316 time: 5:03:00.975734
- B/E: 18 / 134 , Gen_loss: -0.3689269 MI_loss: 22.418228 Detection error: 0.010110199451446533 time: 5:03:01.935452
- B/E: 19 / 134 , Gen_loss: -0.3505049 MI_loss: 21.325056 Detection error: 0.010117173194885254 time: 5:03:02.802217
- B/E: 20 / 134 , Gen_loss: -0.35831517 MI_loss: 21.684645 Detection error: 0.01012498140335083 time: 5:03:03.663421
- B/E: 21 / 134 , Gen_loss: -0.3622534 MI_loss: 22.003386 Detection error: 0.010139226913452148 time: 5:03:04.550973
- B/E: 22 / 134 , Gen_loss: -0.35422516 MI_loss: 21.476631 Detection error: 0.010123670101165771 time: 5:03:05.417657
- B/E: 23 / 134 , Gen_loss: -0.36241013 MI_loss: 21.809978 Detection error: 0.01010674238204956 time: 5:03:06.211937
- B/E: 24 / 134 , Gen_loss: -0.3578448 MI_loss: 21.678598 Detection error: 0.01012498140335083 time: 5:03:06.989551
- B/E: 25 / 134 , Gen_loss: -0.3575691 MI_loss: 21.59951 Detection error: 0.010157465934753418 time: 5:03:07.748172
- B/E: 26 / 134 , Gen_loss: -0.35356092 MI_loss: 21.548521 Detection error: 0.010214149951934814 time: 5:03:08.521453
- B/E: 27 / 134 , Gen_loss: -0.3608714 MI_loss: 22.047382 Detection error: 0.01021873950958252 time: 5:03:09.389464
- B/E: 28 / 134 , Gen_loss: -0.35134888 MI_loss: 21.176271 Detection error: 0.010227382183074951 time: 5:03:10.246683
- B/E: 29 / 134 , Gen_loss: -0.364787 MI_loss: 22.067421 Detection error: 0.010239601135253906 time: 5:03:11.108873
- B/E: 30 / 134 , Gen_loss: -0.34778908 MI_loss: 21.093002 Detection error: 0.010222792625427246 time: 5:03:11.968211
- B/E: 31 / 134 , Gen_loss: -0.35503438 MI_loss: 21.3999 Detection error: 0.010199189186096191 time: 5:03:12.908994
- B/E: 32 / 134 , Gen_loss: -0.37124154 MI_loss: 22.71868 Detection error: 0.010184645652770996 time: 5:03:13.768225
- B/E: 33 / 134 , Gen_loss: -0.35501 MI_loss: 21.464878 Detection error: 0.010170936584472656 time: 5:03:14.631433
- B/E: 34 / 134 , Gen_loss: -0.34971732 MI_loss: 21.344086 Detection error: 0.01017141342163086 time: 5:03:15.495301
- B/E: 35 / 134 , Gen_loss: -0.35014513 MI_loss: 21.22516 Detection error: 0.010162353515625 time: 5:03:16.357547
- B/E: 36 / 134 , Gen_loss: -0.35650438 MI_loss: 21.57626 Detection error: 0.01015537977218628 time: 5:03:17.222288
- B/E: 37 / 134 , Gen_loss: -0.364868 MI_loss: 21.999985 Detection error: 0.010165274143218994 time: 5:03:18.090090
- B/E: 38 / 134 , Gen_loss: -0.35263938 MI_loss: 21.52122 Detection error: 0.010190725326538086 time: 5:03:18.953164
- B/E: 39 / 134 , Gen_loss: -0.35464922 MI_loss: 21.331764 Detection error: 0.01015627384185791 time: 5:03:19.830194
- B/E: 40 / 134 , Gen_loss: -0.3503855 MI_loss: 21.330233 Detection error: 0.01016157865524292 time: 5:03:20.691543
- B/E: 41 / 134 , Gen_loss: -0.3533828 MI_loss: 21.286518 Detection error: 0.01016145944595337 time: 5:03:21.557205
- B/E: 42 / 134 , Gen_loss: -0.34784484 MI_loss: 21.164085 Detection error: 0.010144650936126709 time: 5:03:22.421641
- B/E: 43 / 134 , Gen_loss: -0.36500737 MI_loss: 22.159723 Detection error: 0.010142743587493896 time: 5:03:23.207379
- B/E: 44 / 134 , Gen_loss: -0.3592522 MI_loss: 21.86158 Detection error: 0.010152757167816162 time: 5:03:23.974005
- B/E: 45 / 134 , Gen_loss: -0.36890572 MI_loss: 22.43819 Detection error: 0.010173916816711426 time: 5:03:24.732071
- B/E: 46 / 134 , Gen_loss: -0.35234115 MI_loss: 21.43105 Detection error: 0.010172843933105469 time: 5:03:25.550219
- B/E: 47 / 134 , Gen_loss: -0.35237244 MI_loss: 21.350819 Detection error: 0.010175108909606934 time: 5:03:26.410715
- B/E: 48 / 134 , Gen_loss: -0.35035226 MI_loss: 21.378399 Detection error: 0.01019066572189331 time: 5:03:27.363339
- B/E: 49 / 134 , Gen_loss: -0.35237768 MI_loss: 21.427114 Detection error: 0.010200023651123047 time: 5:03:28.248773
- B/E: 50 / 134 , Gen_loss: -0.3589054 MI_loss: 21.866539 Detection error: 0.010207116603851318 time: 5:03:29.108327
- B/E: 51 / 134 , Gen_loss: -0.35923663 MI_loss: 21.877316 Detection error: 0.010206103324890137 time: 5:03:29.893849
- B/E: 52 / 134 , Gen_loss: -0.36282587 MI_loss: 22.036655 Detection error: 0.010199904441833496 time: 5:03:30.755046
- B/E: 53 / 134 , Gen_loss: -0.36148065 MI_loss: 21.91133 Detection error: 0.010209500789642334 time: 5:03:31.619516
- B/E: 54 / 134 , Gen_loss: -0.36042616 MI_loss: 21.648474 Detection error: 0.010214745998382568 time: 5:03:32.449609
- B/E: 55 / 134 , Gen_loss: -0.359984 MI_loss: 21.746004 Detection error: 0.010198116302490234 time: 5:03:33.199487
- B/E: 56 / 134 , Gen_loss: -0.34951478 MI_loss: 21.136444 Detection error: 0.010176002979278564 time: 5:03:33.973785
- B/E: 57 / 134 , Gen_loss: -0.37122235 MI_loss: 22.562456 Detection error: 0.010182082653045654 time: 5:03:34.730092
- B/E: 58 / 134 , Gen_loss: -0.35821298 MI_loss: 21.755236 Detection error: 0.010172665119171143 time: 5:03:35.486487
- B/E: 59 / 134 , Gen_loss: -0.35527253 MI_loss: 21.607746 Detection error: 0.01019376516342163 time: 5:03:36.336781
- B/E: 60 / 134 , Gen_loss: -0.36335936 MI_loss: 22.02534 Detection error: 0.01018136739730835 time: 5:03:37.197116
- B/E: 61 / 134 , Gen_loss: -0.3522192 MI_loss: 21.358988 Detection error: 0.010194540023803711 time: 5:03:38.058570
- B/E: 62 / 134 , Gen_loss: -0.3608702 MI_loss: 21.892569 Detection error: 0.010202884674072266 time: 5:03:38.916678
- B/E: 63 / 134 , Gen_loss: -0.3651856 MI_loss: 22.206163 Detection error: 0.010198712348937988 time: 5:03:39.873899
- B/E: 64 / 134 , Gen_loss: -0.3618708 MI_loss: 21.98069 Detection error: 0.010194242000579834 time: 5:03:40.734780
- B/E: 65 / 134 , Gen_loss: -0.37111154 MI_loss: 22.383947 Detection error: 0.010194122791290283 time: 5:03:41.596630
- B/E: 66 / 134 , Gen_loss: -0.3653501 MI_loss: 22.036469 Detection error: 0.010180056095123291 time: 5:03:42.456284
- B/E: 67 / 134 , Gen_loss: -0.34535283 MI_loss: 20.708273 Detection error: 0.010178327560424805 time: 5:03:43.336909
- B/E: 68 / 134 , Gen_loss: -0.3483002 MI_loss: 21.090166 Detection error: 0.010179340839385986 time: 5:03:44.169311
- B/E: 69 / 134 , Gen_loss: -0.3585267 MI_loss: 21.74111 Detection error: 0.010188400745391846 time: 5:03:44.924967
- B/E: 70 / 134 , Gen_loss: -0.36206862 MI_loss: 21.838963 Detection error: 0.010180473327636719 time: 5:03:45.679066
- B/E: 71 / 134 , Gen_loss: -0.35243627 MI_loss: 21.506607 Detection error: 0.010187506675720215 time: 5:03:46.450164
- B/E: 72 / 134 , Gen_loss: -0.36792713 MI_loss: 22.231953 Detection error: 0.010183215141296387 time: 5:03:47.203747
- B/E: 73 / 134 , Gen_loss: -0.35835218 MI_loss: 21.646917 Detection error: 0.010184526443481445 time: 5:03:47.959381
- B/E: 74 / 134 , Gen_loss: -0.36053786 MI_loss: 22.10065 Detection error: 0.010180830955505371 time: 5:03:48.728397
- B/E: 75 / 134 , Gen_loss: -0.3515501 MI_loss: 21.205248 Detection error: 0.010173499584197998 time: 5:03:49.480633
- B/E: 76 / 134 , Gen_loss: -0.36189649 MI_loss: 21.920805 Detection error: 0.01018059253692627 time: 5:03:50.238039
- B/E: 77 / 134 , Gen_loss: -0.35317183 MI_loss: 21.324066 Detection error: 0.01017308235168457 time: 5:03:50.992784
- B/E: 78 / 134 , Gen_loss: -0.35142344 MI_loss: 21.266184 Detection error: 0.010168910026550293 time: 5:03:51.763013
- B/E: 79 / 134 , Gen_loss: -0.36211044 MI_loss: 22.036903 Detection error: 0.010182440280914307 time: 5:03:52.592549
- B/E: 80 / 134 , Gen_loss: -0.36080527 MI_loss: 21.961477 Detection error: 0.010185956954956055 time: 5:03:53.441725
- B/E: 81 / 134 , Gen_loss: -0.36164093 MI_loss: 21.92395 Detection error: 0.010180234909057617 time: 5:03:54.304974
- B/E: 82 / 134 , Gen_loss: -0.3573784 MI_loss: 21.652977 Detection error: 0.010176599025726318 time: 5:03:55.172396
- B/E: 83 / 134 , Gen_loss: -0.34986266 MI_loss: 21.114384 Detection error: 0.010177850723266602 time: 5:03:56.000709
- B/E: 84 / 134 , Gen_loss: -0.35877034 MI_loss: 21.86635 Detection error: 0.01017683744430542 time: 5:03:56.750514
- B/E: 85 / 134 , Gen_loss: -0.36787143 MI_loss: 22.150185 Detection error: 0.01015549898147583 time: 5:03:57.527026
- B/E: 86 / 134 , Gen_loss: -0.34699485 MI_loss: 20.979261 Detection error: 0.010158419609069824 time: 5:03:58.386212
- B/E: 87 / 134 , Gen_loss: -0.3549261 MI_loss: 21.480854 Detection error: 0.010145604610443115 time: 5:03:59.247379
- B/E: 88 / 134 , Gen_loss: -0.35453394 MI_loss: 21.548693 Detection error: 0.010133802890777588 time: 5:04:00.112559
- B/E: 89 / 134 , Gen_loss: -0.35827965 MI_loss: 21.785906 Detection error: 0.010142028331756592 time: 5:04:00.981678
- B/E: 90 / 134 , Gen_loss: -0.3518446 MI_loss: 21.230469 Detection error: 0.010141849517822266 time: 5:04:01.846682
- B/E: 91 / 134 , Gen_loss: -0.36307386 MI_loss: 21.93197 Detection error: 0.010145366191864014 time: 5:04:02.709513
- B/E: 92 / 134 , Gen_loss: -0.34764627 MI_loss: 21.015743 Detection error: 0.010134398937225342 time: 5:04:03.570398
- B/E: 93 / 134 , Gen_loss: -0.35872787 MI_loss: 21.627956 Detection error: 0.010136961936950684 time: 5:04:04.437550
- B/E: 94 / 134 , Gen_loss: -0.34460852 MI_loss: 20.927242 Detection error: 0.010147690773010254 time: 5:04:05.301323
- B/E: 95 / 134 , Gen_loss: -0.35462072 MI_loss: 21.501247 Detection error: 0.010152041912078857 time: 5:04:06.265482
- B/E: 96 / 134 , Gen_loss: -0.35684317 MI_loss: 21.717827 Detection error: 0.010146915912628174 time: 5:04:07.140379
- B/E: 97 / 134 , Gen_loss: -0.36770007 MI_loss: 22.304813 Detection error: 0.010135531425476074 time: 5:04:08.024972
- B/E: 98 / 134 , Gen_loss: -0.3588053 MI_loss: 21.697477 Detection error: 0.010126233100891113 time: 5:04:08.883629
- B/E: 99 / 134 , Gen_loss: -0.34976932 MI_loss: 21.173708 Detection error: 0.010121583938598633 time: 5:04:09.740816
- B/E: 100 / 134 , Gen_loss: -0.36515057 MI_loss: 22.264864 Detection error: 0.010130584239959717 time: 5:04:10.598993
- B/E: 101 / 134 , Gen_loss: -0.35439867 MI_loss: 21.506983 Detection error: 0.010132968425750732 time: 5:04:11.469114
- B/E: 102 / 134 , Gen_loss: -0.35321766 MI_loss: 21.494032 Detection error: 0.01013261079788208 time: 5:04:12.330100
- B/E: 103 / 134 , Gen_loss: -0.36831623 MI_loss: 22.33482 Detection error: 0.010127425193786621 time: 5:04:13.190753
- B/E: 104 / 134 , Gen_loss: -0.35212097 MI_loss: 21.289518 Detection error: 0.0101357102394104 time: 5:04:14.074522
- B/E: 105 / 134 , Gen_loss: -0.352521 MI_loss: 21.352892 Detection error: 0.01013118028640747 time: 5:04:14.861362
- B/E: 106 / 134 , Gen_loss: -0.35740522 MI_loss: 21.78767 Detection error: 0.010131120681762695 time: 5:04:15.627329
- B/E: 107 / 134 , Gen_loss: -0.36068308 MI_loss: 21.899324 Detection error: 0.010136842727661133 time: 5:04:16.376164
- B/E: 108 / 134 , Gen_loss: -0.3627105 MI_loss: 22.009167 Detection error: 0.010133624076843262 time: 5:04:17.222601
- B/E: 109 / 134 , Gen_loss: -0.35358492 MI_loss: 21.446566 Detection error: 0.010130107402801514 time: 5:04:18.085647
- B/E: 110 / 134 , Gen_loss: -0.34627572 MI_loss: 21.050013 Detection error: 0.010125279426574707 time: 5:04:18.878718
- B/E: 111 / 134 , Gen_loss: -0.35502234 MI_loss: 21.559599 Detection error: 0.010124742984771729 time: 5:04:19.730099
- B/E: 112 / 134 , Gen_loss: -0.3653467 MI_loss: 22.248344 Detection error: 0.010123610496520996 time: 5:04:20.485178
- B/E: 113 / 134 , Gen_loss: -0.3617888 MI_loss: 22.034754 Detection error: 0.010126113891601562 time: 5:04:21.260175
- B/E: 114 / 134 , Gen_loss: -0.3553829 MI_loss: 21.661253 Detection error: 0.010126352310180664 time: 5:04:22.101875
- B/E: 115 / 134 , Gen_loss: -0.36677763 MI_loss: 22.118538 Detection error: 0.010124742984771729 time: 5:04:22.960416
- B/E: 116 / 134 , Gen_loss: -0.35337606 MI_loss: 21.428907 Detection error: 0.010123372077941895 time: 5:04:23.742735
- B/E: 117 / 134 , Gen_loss: -0.3514681 MI_loss: 21.43389 Detection error: 0.010127365589141846 time: 5:04:24.496360
- B/E: 118 / 134 , Gen_loss: -0.35642424 MI_loss: 21.773872 Detection error: 0.01012265682220459 time: 5:04:25.346298
- B/E: 119 / 134 , Gen_loss: -0.35630348 MI_loss: 21.705036 Detection error: 0.01011955738067627 time: 5:04:26.204209
- B/E: 120 / 134 , Gen_loss: -0.35455805 MI_loss: 21.633812 Detection error: 0.010119855403900146 time: 5:04:26.990405
- B/E: 121 / 134 , Gen_loss: -0.35143098 MI_loss: 21.392067 Detection error: 0.010123968124389648 time: 5:04:27.755800
- B/E: 122 / 134 , Gen_loss: -0.37203234 MI_loss: 22.494614 Detection error: 0.010116338729858398 time: 5:04:28.510656
- B/E: 123 / 134 , Gen_loss: -0.34672654 MI_loss: 21.033745 Detection error: 0.010112881660461426 time: 5:04:29.261704
- B/E: 124 / 134 , Gen_loss: -0.35894567 MI_loss: 21.475273 Detection error: 0.01011127233505249 time: 5:04:30.092195
- B/E: 125 / 134 , Gen_loss: -0.35290384 MI_loss: 21.355455 Detection error: 0.01011282205581665 time: 5:04:30.951606
- B/E: 126 / 134 , Gen_loss: -0.35220534 MI_loss: 21.43214 Detection error: 0.010120570659637451 time: 5:04:31.817398
- B/E: 127 / 134 , Gen_loss: -0.35735032 MI_loss: 21.680782 Detection error: 0.01011890172958374 time: 5:04:32.759885
- B/E: 128 / 134 , Gen_loss: -0.34942043 MI_loss: 21.046278 Detection error: 0.010122835636138916 time: 5:04:33.571074
- B/E: 129 / 134 , Gen_loss: -0.35492748 MI_loss: 21.6545 Detection error: 0.010130047798156738 time: 5:04:34.324555
- B/E: 130 / 134 , Gen_loss: -0.3566961 MI_loss: 21.635332 Detection error: 0.010137617588043213 time: 5:04:35.173216
- B/E: 131 / 134 , Gen_loss: -0.35202724 MI_loss: 21.257576 Detection error: 0.010138511657714844 time: 5:04:36.031577
- B/E: 132 / 134 , Gen_loss: -0.35376945 MI_loss: 21.414364 Detection error: 0.010136306285858154 time: 5:04:36.888248
- B/E: 133 / 134 , Gen_loss: -0.36374915 MI_loss: 22.104328 Detection error: 0.010137379169464111 time: 5:04:37.747880
- B/E: 134 / 134 , Gen_loss: -0.3603319 MI_loss: 21.917189 Detection error: 0.010143756866455078 time: 5:04:38.607634
- B/E: 135 / 134 , Gen_loss: -0.35212117 MI_loss: 21.352158 Detection error: 0.01015162467956543 time: 5:04:39.466661
- B/E: 136 / 134 , Gen_loss: -0.35192958 MI_loss: 21.366428 Detection error: 0.010152816772460938 time: 5:04:40.324344
- B/E: 137 / 134 , Gen_loss: -0.35560176 MI_loss: 21.51963 Detection error: 0.010154902935028076 time: 5:04:41.188471
- B/E: 138 / 134 , Gen_loss: -0.35927215 MI_loss: 21.952587 Detection error: 0.01015937328338623 time: 5:04:42.048381
- B/E: 139 / 134 , Gen_loss: -0.36403638 MI_loss: 21.997784 Detection error: 0.010164260864257812 time: 5:04:42.935711
- B/E: 140 / 134 , Gen_loss: -0.3537465 MI_loss: 21.425795 Detection error: 0.010164439678192139 time: 5:04:43.796540
- B/E: 141 / 134 , Gen_loss: -0.35037312 MI_loss: 21.04835 Detection error: 0.010159790515899658 time: 5:04:44.660031
- B/E: 142 / 134 , Gen_loss: -0.36742434 MI_loss: 22.4258 Detection error: 0.010159075260162354 time: 5:04:45.520211
- B/E: 143 / 134 , Gen_loss: -0.35629013 MI_loss: 21.618443 Detection error: 0.010156691074371338 time: 5:04:46.466645
- B/E: 144 / 134 , Gen_loss: -0.3372469 MI_loss: 20.59129 Detection error: 0.010166168212890625 time: 5:04:47.327992
- B/E: 145 / 134 , Gen_loss: -0.3477707 MI_loss: 21.05768 Detection error: 0.010169744491577148 time: 5:04:48.218036
- B/E: 146 / 134 , Gen_loss: -0.3509755 MI_loss: 21.288908 Detection error: 0.010173916816711426 time: 5:04:49.081709
- B/E: 147 / 134 , Gen_loss: -0.3553475 MI_loss: 21.59857 Detection error: 0.010177552700042725 time: 5:04:49.868123
- B/E: 148 / 134 , Gen_loss: -0.36011505 MI_loss: 21.717735 Detection error: 0.010179102420806885 time: 5:04:50.621080
- B/E: 149 / 134 , Gen_loss: -0.36643553 MI_loss: 22.340893 Detection error: 0.010187506675720215 time: 5:04:51.386720
-
- Test Loss: 10.354598 Test Error: 0.010841667652130127
- -----
- EPOCH: 135
- B/E: 0 / 135 , Gen_loss: -0.34673566 MI_loss: 20.991833 Detection error: 0.01078122854232788 time: 5:04:53.287973
- B/E: 1 / 135 , Gen_loss: -0.34679896 MI_loss: 21.055817 Detection error: 0.01078122854232788 time: 5:05:10.228654
- B/E: 2 / 135 , Gen_loss: -0.3400784 MI_loss: 20.626959 Detection error: 0.010312497615814209 time: 5:05:11.117418
- B/E: 3 / 135 , Gen_loss: -0.37020504 MI_loss: 22.592686 Detection error: 0.010242164134979248 time: 5:05:11.989900
- B/E: 4 / 135 , Gen_loss: -0.36470246 MI_loss: 22.280119 Detection error: 0.010137498378753662 time: 5:05:12.865395
- B/E: 5 / 135 , Gen_loss: -0.36456648 MI_loss: 22.58428 Detection error: 0.010260403156280518 time: 5:05:13.835326
- B/E: 6 / 135 , Gen_loss: -0.35479182 MI_loss: 21.368958 Detection error: 0.01027679443359375 time: 5:05:14.703064
- B/E: 7 / 135 , Gen_loss: -0.35376072 MI_loss: 21.483814 Detection error: 0.01028907299041748 time: 5:05:15.575284
- B/E: 8 / 135 , Gen_loss: -0.3614175 MI_loss: 21.85686 Detection error: 0.010249972343444824 time: 5:05:16.444117
- B/E: 9 / 135 , Gen_loss: -0.35287955 MI_loss: 21.358446 Detection error: 0.010200023651123047 time: 5:05:17.310862
- B/E: 10 / 135 , Gen_loss: -0.3543714 MI_loss: 21.537237 Detection error: 0.0102272629737854 time: 5:05:18.183978
- B/E: 11 / 135 , Gen_loss: -0.3623187 MI_loss: 22.0627 Detection error: 0.010265648365020752 time: 5:05:19.043451
- B/E: 12 / 135 , Gen_loss: -0.3591278 MI_loss: 21.801048 Detection error: 0.010312497615814209 time: 5:05:19.907914
- B/E: 13 / 135 , Gen_loss: -0.35051498 MI_loss: 21.010456 Detection error: 0.010285735130310059 time: 5:05:20.771632
- B/E: 14 / 135 , Gen_loss: -0.3632336 MI_loss: 21.90936 Detection error: 0.010279178619384766 time: 5:05:21.562077
- B/E: 15 / 135 , Gen_loss: -0.35721797 MI_loss: 21.621841 Detection error: 0.010277330875396729 time: 5:05:22.317657
- B/E: 16 / 135 , Gen_loss: -0.35612777 MI_loss: 21.57254 Detection error: 0.010213255882263184 time: 5:05:23.192130
- B/E: 17 / 135 , Gen_loss: -0.3634651 MI_loss: 22.110336 Detection error: 0.010211825370788574 time: 5:05:24.053881
- B/E: 18 / 135 , Gen_loss: -0.3561788 MI_loss: 21.744972 Detection error: 0.010146379470825195 time: 5:05:24.914373
- B/E: 19 / 135 , Gen_loss: -0.34583858 MI_loss: 20.885244 Detection error: 0.010151565074920654 time: 5:05:25.772931
- B/E: 20 / 135 , Gen_loss: -0.3503288 MI_loss: 21.2227 Detection error: 0.010190486907958984 time: 5:05:26.742412
- B/E: 21 / 135 , Gen_loss: -0.34608227 MI_loss: 20.98858 Detection error: 0.010196030139923096 time: 5:05:27.606428
- B/E: 22 / 135 , Gen_loss: -0.3538427 MI_loss: 21.375233 Detection error: 0.010164380073547363 time: 5:05:28.469398
- B/E: 23 / 135 , Gen_loss: -0.36610705 MI_loss: 22.174843 Detection error: 0.010162770748138428 time: 5:05:29.330102
- B/E: 24 / 135 , Gen_loss: -0.36636952 MI_loss: 22.167671 Detection error: 0.010157525539398193 time: 5:05:30.200430
- B/E: 25 / 135 , Gen_loss: -0.35334346 MI_loss: 21.405577 Detection error: 0.010187506675720215 time: 5:05:31.061899
- B/E: 26 / 135 , Gen_loss: -0.36836815 MI_loss: 22.499523 Detection error: 0.010248839855194092 time: 5:05:31.923437
- B/E: 27 / 135 , Gen_loss: -0.35751918 MI_loss: 21.686806 Detection error: 0.010237693786621094 time: 5:05:32.784920
- B/E: 28 / 135 , Gen_loss: -0.36201504 MI_loss: 22.012604 Detection error: 0.01024782657623291 time: 5:05:33.666558
- B/E: 29 / 135 , Gen_loss: -0.35052526 MI_loss: 21.319365 Detection error: 0.010271847248077393 time: 5:05:34.526671
- B/E: 30 / 135 , Gen_loss: -0.35272163 MI_loss: 21.346045 Detection error: 0.010239899158477783 time: 5:05:35.386106
- B/E: 31 / 135 , Gen_loss: -0.35957846 MI_loss: 21.77387 Detection error: 0.010230481624603271 time: 5:05:36.245035
- B/E: 32 / 135 , Gen_loss: -0.35637528 MI_loss: 21.637691 Detection error: 0.01022350788116455 time: 5:05:37.108816
- B/E: 33 / 135 , Gen_loss: -0.35775056 MI_loss: 21.758486 Detection error: 0.0102003812789917 time: 5:05:37.970501
- B/E: 34 / 135 , Gen_loss: -0.3515938 MI_loss: 21.12679 Detection error: 0.010210692882537842 time: 5:05:38.832556
- B/E: 35 / 135 , Gen_loss: -0.34508935 MI_loss: 20.836266 Detection error: 0.010184884071350098 time: 5:05:39.613017
- B/E: 36 / 135 , Gen_loss: -0.36378974 MI_loss: 22.053791 Detection error: 0.01016467809677124 time: 5:05:40.568438
- B/E: 37 / 135 , Gen_loss: -0.36230874 MI_loss: 22.041687 Detection error: 0.010181725025177002 time: 5:05:41.356880
- B/E: 38 / 135 , Gen_loss: -0.35961196 MI_loss: 21.828093 Detection error: 0.010199546813964844 time: 5:05:42.138499
- B/E: 39 / 135 , Gen_loss: -0.36414677 MI_loss: 22.01546 Detection error: 0.010191380977630615 time: 5:05:43.010611
- B/E: 40 / 135 , Gen_loss: -0.36066243 MI_loss: 21.778826 Detection error: 0.01018291711807251 time: 5:05:43.871378
- B/E: 41 / 135 , Gen_loss: -0.35588178 MI_loss: 21.494326 Detection error: 0.010171115398406982 time: 5:05:44.652859
- B/E: 42 / 135 , Gen_loss: -0.36488998 MI_loss: 22.131588 Detection error: 0.010161340236663818 time: 5:05:45.407994
- B/E: 43 / 135 , Gen_loss: -0.35272086 MI_loss: 21.43539 Detection error: 0.010158360004425049 time: 5:05:46.157736
- B/E: 44 / 135 , Gen_loss: -0.35964647 MI_loss: 21.873901 Detection error: 0.01016455888748169 time: 5:05:47.002030
- B/E: 45 / 135 , Gen_loss: -0.3602458 MI_loss: 21.779287 Detection error: 0.010179340839385986 time: 5:05:47.862861
- B/E: 46 / 135 , Gen_loss: -0.35033882 MI_loss: 21.144365 Detection error: 0.010193467140197754 time: 5:05:48.724308
- B/E: 47 / 135 , Gen_loss: -0.36490735 MI_loss: 22.182291 Detection error: 0.01017904281616211 time: 5:05:49.583976
- B/E: 48 / 135 , Gen_loss: -0.3586971 MI_loss: 21.737331 Detection error: 0.010196447372436523 time: 5:05:50.388192
- B/E: 49 / 135 , Gen_loss: -0.35818562 MI_loss: 21.827852 Detection error: 0.0102081298828125 time: 5:05:51.141125
- B/E: 50 / 135 , Gen_loss: -0.360924 MI_loss: 21.841106 Detection error: 0.010208964347839355 time: 5:05:51.892446
- B/E: 51 / 135 , Gen_loss: -0.36310405 MI_loss: 22.049732 Detection error: 0.01021033525466919 time: 5:05:52.733668
- B/E: 52 / 135 , Gen_loss: -0.36020058 MI_loss: 21.887714 Detection error: 0.010201632976531982 time: 5:05:53.684263
- B/E: 53 / 135 , Gen_loss: -0.37260032 MI_loss: 22.561504 Detection error: 0.01021122932434082 time: 5:05:54.544989
- B/E: 54 / 135 , Gen_loss: -0.3508823 MI_loss: 21.291262 Detection error: 0.010214745998382568 time: 5:05:55.405389
- B/E: 55 / 135 , Gen_loss: -0.36942577 MI_loss: 22.449568 Detection error: 0.010199785232543945 time: 5:05:56.265207
- B/E: 56 / 135 , Gen_loss: -0.3591005 MI_loss: 21.667873 Detection error: 0.010182559490203857 time: 5:05:57.129094
- B/E: 57 / 135 , Gen_loss: -0.36282745 MI_loss: 21.9529 Detection error: 0.010181009769439697 time: 5:05:57.987167
- B/E: 58 / 135 , Gen_loss: -0.35724437 MI_loss: 21.73803 Detection error: 0.010172665119171143 time: 5:05:58.845864
- B/E: 59 / 135 , Gen_loss: -0.35629368 MI_loss: 21.637905 Detection error: 0.010191679000854492 time: 5:05:59.712931
- B/E: 60 / 135 , Gen_loss: -0.36751086 MI_loss: 22.251314 Detection error: 0.010198235511779785 time: 5:06:00.578827
- B/E: 61 / 135 , Gen_loss: -0.35272577 MI_loss: 21.429749 Detection error: 0.010197579860687256 time: 5:06:01.443825
- B/E: 62 / 135 , Gen_loss: -0.3723471 MI_loss: 22.615028 Detection error: 0.010209321975708008 time: 5:06:02.306224
- B/E: 63 / 135 , Gen_loss: -0.36698747 MI_loss: 22.181383 Detection error: 0.01020115613937378 time: 5:06:03.173010
- B/E: 64 / 135 , Gen_loss: -0.3522722 MI_loss: 21.270134 Detection error: 0.010199546813964844 time: 5:06:04.062972
- B/E: 65 / 135 , Gen_loss: -0.35610867 MI_loss: 21.541008 Detection error: 0.010197460651397705 time: 5:06:04.920983
- B/E: 66 / 135 , Gen_loss: -0.35939986 MI_loss: 21.75808 Detection error: 0.010194003582000732 time: 5:06:05.782159
- B/E: 67 / 135 , Gen_loss: -0.3655372 MI_loss: 22.027798 Detection error: 0.01018977165222168 time: 5:06:06.592193
- B/E: 68 / 135 , Gen_loss: -0.35727736 MI_loss: 21.637768 Detection error: 0.010194718837738037 time: 5:06:07.443895
- B/E: 69 / 135 , Gen_loss: -0.34452882 MI_loss: 20.819416 Detection error: 0.010198652744293213 time: 5:06:08.196137
- B/E: 70 / 135 , Gen_loss: -0.3585844 MI_loss: 21.892864 Detection error: 0.010191023349761963 time: 5:06:09.013070
- B/E: 71 / 135 , Gen_loss: -0.34967834 MI_loss: 21.281172 Detection error: 0.010198354721069336 time: 5:06:09.888582
- B/E: 72 / 135 , Gen_loss: -0.35847035 MI_loss: 21.690016 Detection error: 0.01019221544265747 time: 5:06:10.688129
- B/E: 73 / 135 , Gen_loss: -0.3630436 MI_loss: 22.102022 Detection error: 0.01019507646560669 time: 5:06:11.469146
- B/E: 74 / 135 , Gen_loss: -0.35763153 MI_loss: 21.786797 Detection error: 0.010190010070800781 time: 5:06:12.222750
- B/E: 75 / 135 , Gen_loss: -0.35313416 MI_loss: 21.338593 Detection error: 0.010184228420257568 time: 5:06:13.074464
- B/E: 76 / 135 , Gen_loss: -0.3548522 MI_loss: 21.539831 Detection error: 0.010188698768615723 time: 5:06:13.937262
- B/E: 77 / 135 , Gen_loss: -0.3569844 MI_loss: 21.687145 Detection error: 0.010183095932006836 time: 5:06:14.800956
- B/E: 78 / 135 , Gen_loss: -0.36718324 MI_loss: 22.21721 Detection error: 0.010175645351409912 time: 5:06:15.664194
- B/E: 79 / 135 , Gen_loss: -0.34822688 MI_loss: 21.144154 Detection error: 0.010190606117248535 time: 5:06:16.521620
- B/E: 80 / 135 , Gen_loss: -0.35363287 MI_loss: 21.3877 Detection error: 0.0102006196975708 time: 5:06:17.383181
- B/E: 81 / 135 , Gen_loss: -0.35516843 MI_loss: 21.465406 Detection error: 0.010190904140472412 time: 5:06:18.242956
- B/E: 82 / 135 , Gen_loss: -0.3505911 MI_loss: 21.309238 Detection error: 0.010186731815338135 time: 5:06:19.101204
- B/E: 83 / 135 , Gen_loss: -0.36017993 MI_loss: 21.886833 Detection error: 0.010189712047576904 time: 5:06:19.964325
- B/E: 84 / 135 , Gen_loss: -0.34811696 MI_loss: 21.202366 Detection error: 0.010186374187469482 time: 5:06:20.923986
- B/E: 85 / 135 , Gen_loss: -0.35992187 MI_loss: 21.743027 Detection error: 0.010162055492401123 time: 5:06:21.784222
- B/E: 86 / 135 , Gen_loss: -0.34987462 MI_loss: 21.182981 Detection error: 0.010161280632019043 time: 5:06:22.645490
- B/E: 87 / 135 , Gen_loss: -0.35718322 MI_loss: 21.670883 Detection error: 0.010152697563171387 time: 5:06:23.509109
- B/E: 88 / 135 , Gen_loss: -0.3470661 MI_loss: 21.062767 Detection error: 0.010141849517822266 time: 5:06:24.299514
- B/E: 89 / 135 , Gen_loss: -0.36114892 MI_loss: 22.111431 Detection error: 0.010148286819458008 time: 5:06:25.057607
- B/E: 90 / 135 , Gen_loss: -0.35775307 MI_loss: 21.533133 Detection error: 0.010145246982574463 time: 5:06:25.813144
- B/E: 91 / 135 , Gen_loss: -0.36309537 MI_loss: 22.164137 Detection error: 0.010152876377105713 time: 5:06:26.667624
- B/E: 92 / 135 , Gen_loss: -0.34399545 MI_loss: 20.871809 Detection error: 0.010142147541046143 time: 5:06:27.527674
- B/E: 93 / 135 , Gen_loss: -0.35107732 MI_loss: 21.290663 Detection error: 0.010140955448150635 time: 5:06:28.387998
- B/E: 94 / 135 , Gen_loss: -0.35624376 MI_loss: 21.833965 Detection error: 0.01015329360961914 time: 5:06:29.246463
- B/E: 95 / 135 , Gen_loss: -0.35250875 MI_loss: 21.469107 Detection error: 0.01015561819076538 time: 5:06:30.113834
- B/E: 96 / 135 , Gen_loss: -0.35281193 MI_loss: 21.355625 Detection error: 0.010155260562896729 time: 5:06:30.976380
- B/E: 97 / 135 , Gen_loss: -0.3545885 MI_loss: 21.371798 Detection error: 0.01014256477355957 time: 5:06:31.837665
- B/E: 98 / 135 , Gen_loss: -0.35595566 MI_loss: 21.37119 Detection error: 0.010135114192962646 time: 5:06:32.640782
- B/E: 99 / 135 , Gen_loss: -0.37124872 MI_loss: 22.304674 Detection error: 0.010127484798431396 time: 5:06:33.423330
- B/E: 100 / 135 , Gen_loss: -0.35987875 MI_loss: 21.849663 Detection error: 0.010132133960723877 time: 5:06:34.264504
- B/E: 101 / 135 , Gen_loss: -0.36501303 MI_loss: 22.291054 Detection error: 0.010141551494598389 time: 5:06:35.019199
- B/E: 102 / 135 , Gen_loss: -0.35245967 MI_loss: 21.360167 Detection error: 0.010142266750335693 time: 5:06:35.886993
- B/E: 103 / 135 , Gen_loss: -0.36527312 MI_loss: 22.153065 Detection error: 0.010141253471374512 time: 5:06:36.747857
- B/E: 104 / 135 , Gen_loss: -0.35899392 MI_loss: 21.725443 Detection error: 0.010141968727111816 time: 5:06:37.605634
- B/E: 105 / 135 , Gen_loss: -0.355636 MI_loss: 21.629927 Detection error: 0.01014035940170288 time: 5:06:38.462923
- B/E: 106 / 135 , Gen_loss: -0.35765347 MI_loss: 21.719152 Detection error: 0.010143399238586426 time: 5:06:39.321719
- B/E: 107 / 135 , Gen_loss: -0.36349246 MI_loss: 22.072361 Detection error: 0.010142922401428223 time: 5:06:40.187650
- B/E: 108 / 135 , Gen_loss: -0.35567206 MI_loss: 21.534908 Detection error: 0.01014566421508789 time: 5:06:41.049369
- B/E: 109 / 135 , Gen_loss: -0.35570958 MI_loss: 21.631355 Detection error: 0.01014775037765503 time: 5:06:41.916168
- B/E: 110 / 135 , Gen_loss: -0.35903245 MI_loss: 21.636875 Detection error: 0.010136008262634277 time: 5:06:42.767154
- B/E: 111 / 135 , Gen_loss: -0.35387072 MI_loss: 21.291542 Detection error: 0.010133087635040283 time: 5:06:43.525856
- B/E: 112 / 135 , Gen_loss: -0.36466923 MI_loss: 22.204489 Detection error: 0.010133564472198486 time: 5:06:44.303465
- B/E: 113 / 135 , Gen_loss: -0.3595481 MI_loss: 21.851845 Detection error: 0.01014089584350586 time: 5:06:45.056421
- B/E: 114 / 135 , Gen_loss: -0.36152354 MI_loss: 21.980705 Detection error: 0.010137796401977539 time: 5:06:45.808781
- B/E: 115 / 135 , Gen_loss: -0.36504585 MI_loss: 22.110287 Detection error: 0.010135769844055176 time: 5:06:46.601608
- B/E: 116 / 135 , Gen_loss: -0.36261195 MI_loss: 22.272696 Detection error: 0.0101357102394104 time: 5:06:47.436717
- B/E: 117 / 135 , Gen_loss: -0.35886842 MI_loss: 21.73798 Detection error: 0.01014012098312378 time: 5:06:48.199734
- B/E: 118 / 135 , Gen_loss: -0.35437772 MI_loss: 21.4671 Detection error: 0.010131299495697021 time: 5:06:48.958773
- B/E: 119 / 135 , Gen_loss: -0.3583315 MI_loss: 21.68975 Detection error: 0.010132551193237305 time: 5:06:49.711980
- B/E: 120 / 135 , Gen_loss: -0.35644427 MI_loss: 21.566864 Detection error: 0.010133028030395508 time: 5:06:50.492133
- B/E: 121 / 135 , Gen_loss: -0.3595653 MI_loss: 21.80992 Detection error: 0.010136008262634277 time: 5:06:51.245419
- B/E: 122 / 135 , Gen_loss: -0.37229347 MI_loss: 22.440687 Detection error: 0.010132372379302979 time: 5:06:52.000642
- B/E: 123 / 135 , Gen_loss: -0.36367488 MI_loss: 22.027332 Detection error: 0.010123729705810547 time: 5:06:52.766882
- B/E: 124 / 135 , Gen_loss: -0.35966823 MI_loss: 21.830658 Detection error: 0.010126471519470215 time: 5:06:53.628750
- B/E: 125 / 135 , Gen_loss: -0.3546565 MI_loss: 21.542164 Detection error: 0.010125219821929932 time: 5:06:54.488787
- B/E: 126 / 135 , Gen_loss: -0.3573706 MI_loss: 21.745537 Detection error: 0.010133147239685059 time: 5:06:55.299667
- B/E: 127 / 135 , Gen_loss: -0.35235244 MI_loss: 21.50602 Detection error: 0.010132312774658203 time: 5:06:56.050137
- B/E: 128 / 135 , Gen_loss: -0.35536438 MI_loss: 21.427181 Detection error: 0.010136604309082031 time: 5:06:56.805046
- B/E: 129 / 135 , Gen_loss: -0.35294166 MI_loss: 21.464506 Detection error: 0.010146379470825195 time: 5:06:57.575055
- B/E: 130 / 135 , Gen_loss: -0.35996613 MI_loss: 21.729055 Detection error: 0.010149121284484863 time: 5:06:58.330003
- B/E: 131 / 135 , Gen_loss: -0.35907084 MI_loss: 21.785074 Detection error: 0.010153412818908691 time: 5:06:59.092136
- B/E: 132 / 135 , Gen_loss: -0.35359958 MI_loss: 21.349974 Detection error: 0.010149180889129639 time: 5:06:59.942344
- B/E: 133 / 135 , Gen_loss: -0.3612639 MI_loss: 21.857952 Detection error: 0.010152041912078857 time: 5:07:00.777396
- B/E: 134 / 135 , Gen_loss: -0.34997648 MI_loss: 21.449427 Detection error: 0.010161817073822021 time: 5:07:01.637680
- B/E: 135 / 135 , Gen_loss: -0.3530761 MI_loss: 21.295792 Detection error: 0.010162889957427979 time: 5:07:02.497727
- B/E: 136 / 135 , Gen_loss: -0.35980844 MI_loss: 21.779007 Detection error: 0.01016467809677124 time: 5:07:03.301972
- B/E: 137 / 135 , Gen_loss: -0.34797084 MI_loss: 21.167454 Detection error: 0.010168015956878662 time: 5:07:04.116433
- B/E: 138 / 135 , Gen_loss: -0.3569624 MI_loss: 21.720274 Detection error: 0.010173320770263672 time: 5:07:04.875745
- B/E: 139 / 135 , Gen_loss: -0.3634993 MI_loss: 22.132645 Detection error: 0.010177016258239746 time: 5:07:05.634168
- B/E: 140 / 135 , Gen_loss: -0.35231456 MI_loss: 21.298788 Detection error: 0.010181069374084473 time: 5:07:06.388575
- B/E: 141 / 135 , Gen_loss: -0.36521557 MI_loss: 21.951847 Detection error: 0.010175645351409912 time: 5:07:07.145828
- B/E: 142 / 135 , Gen_loss: -0.36433068 MI_loss: 21.97957 Detection error: 0.01017528772354126 time: 5:07:07.897369
- B/E: 143 / 135 , Gen_loss: -0.3565943 MI_loss: 21.66562 Detection error: 0.010173380374908447 time: 5:07:08.679050
- B/E: 144 / 135 , Gen_loss: -0.3608643 MI_loss: 21.848259 Detection error: 0.0101814866065979 time: 5:07:09.435374
- B/E: 145 / 135 , Gen_loss: -0.34391475 MI_loss: 20.78957 Detection error: 0.010186195373535156 time: 5:07:10.190765
- B/E: 146 / 135 , Gen_loss: -0.3542778 MI_loss: 21.384382 Detection error: 0.010187268257141113 time: 5:07:10.944613
- B/E: 147 / 135 , Gen_loss: -0.36292756 MI_loss: 21.94606 Detection error: 0.010191738605499268 time: 5:07:11.735008
- B/E: 148 / 135 , Gen_loss: -0.35847536 MI_loss: 21.86962 Detection error: 0.010194838047027588 time: 5:07:12.569033
- B/E: 149 / 135 , Gen_loss: -0.34314963 MI_loss: 20.913288 Detection error: 0.010202109813690186 time: 5:07:13.439318
-
- Test Loss: 10.356463 Test Error: 0.010833323001861572
- -----
- EPOCH: 136
- B/E: 0 / 136 , Gen_loss: -0.35744396 MI_loss: 21.572632 Detection error: 0.010843753814697266 time: 5:07:15.419465
- B/E: 1 / 136 , Gen_loss: -0.34268376 MI_loss: 20.845383 Detection error: 0.010890603065490723 time: 5:07:32.926965
- B/E: 2 / 136 , Gen_loss: -0.35112944 MI_loss: 21.097284 Detection error: 0.01042705774307251 time: 5:07:33.853321
- B/E: 3 / 136 , Gen_loss: -0.34724528 MI_loss: 21.207699 Detection error: 0.010335922241210938 time: 5:07:34.752185
- B/E: 4 / 136 , Gen_loss: -0.36270645 MI_loss: 21.971375 Detection error: 0.010243773460388184 time: 5:07:35.654943
- B/E: 5 / 136 , Gen_loss: -0.34041893 MI_loss: 20.648106 Detection error: 0.01021873950958252 time: 5:07:36.561510
- B/E: 6 / 136 , Gen_loss: -0.36394423 MI_loss: 22.229618 Detection error: 0.010285735130310059 time: 5:07:37.444512
- B/E: 7 / 136 , Gen_loss: -0.35694602 MI_loss: 21.744307 Detection error: 0.010355472564697266 time: 5:07:38.316449
- B/E: 8 / 136 , Gen_loss: -0.35865074 MI_loss: 21.718374 Detection error: 0.010281264781951904 time: 5:07:39.194817
- B/E: 9 / 136 , Gen_loss: -0.36070344 MI_loss: 22.062311 Detection error: 0.010243773460388184 time: 5:07:40.076084
- B/E: 10 / 136 , Gen_loss: -0.36288315 MI_loss: 21.970982 Detection error: 0.01024717092514038 time: 5:07:41.073762
- B/E: 11 / 136 , Gen_loss: -0.36246428 MI_loss: 21.89403 Detection error: 0.010263025760650635 time: 5:07:41.977000
- B/E: 12 / 136 , Gen_loss: -0.36071596 MI_loss: 21.75096 Detection error: 0.010326921939849854 time: 5:07:42.880216
- B/E: 13 / 136 , Gen_loss: -0.3476866 MI_loss: 20.850054 Detection error: 0.010312497615814209 time: 5:07:43.798387
- B/E: 14 / 136 , Gen_loss: -0.36013457 MI_loss: 21.828062 Detection error: 0.010285437107086182 time: 5:07:44.698514
- B/E: 15 / 136 , Gen_loss: -0.34488654 MI_loss: 20.87241 Detection error: 0.010287106037139893 time: 5:07:45.591847
- B/E: 16 / 136 , Gen_loss: -0.35443386 MI_loss: 21.421768 Detection error: 0.010235309600830078 time: 5:07:46.435863
- B/E: 17 / 136 , Gen_loss: -0.35163882 MI_loss: 21.289461 Detection error: 0.0102308988571167 time: 5:07:47.280721
- B/E: 18 / 136 , Gen_loss: -0.35228264 MI_loss: 21.392872 Detection error: 0.010174334049224854 time: 5:07:48.140993
- B/E: 19 / 136 , Gen_loss: -0.353572 MI_loss: 21.453226 Detection error: 0.010174989700317383 time: 5:07:49.008123
- B/E: 20 / 136 , Gen_loss: -0.3555962 MI_loss: 21.586182 Detection error: 0.010199427604675293 time: 5:07:49.868170
- B/E: 21 / 136 , Gen_loss: -0.3592341 MI_loss: 21.77211 Detection error: 0.010204553604125977 time: 5:07:50.727914
- B/E: 22 / 136 , Gen_loss: -0.35051677 MI_loss: 21.249912 Detection error: 0.010173916816711426 time: 5:07:51.553004
- B/E: 23 / 136 , Gen_loss: -0.3557175 MI_loss: 21.534178 Detection error: 0.01017838716506958 time: 5:07:52.419141
- B/E: 24 / 136 , Gen_loss: -0.35525227 MI_loss: 21.5645 Detection error: 0.010171234607696533 time: 5:07:53.300552
- B/E: 25 / 136 , Gen_loss: -0.35983005 MI_loss: 21.832123 Detection error: 0.010176658630371094 time: 5:07:54.206952
- B/E: 26 / 136 , Gen_loss: -0.34305257 MI_loss: 20.853073 Detection error: 0.010241925716400146 time: 5:07:54.983089
- B/E: 27 / 136 , Gen_loss: -0.36075932 MI_loss: 21.947395 Detection error: 0.010247766971588135 time: 5:07:55.773629
- B/E: 28 / 136 , Gen_loss: -0.36420327 MI_loss: 22.038906 Detection error: 0.010254323482513428 time: 5:07:56.542859
- B/E: 29 / 136 , Gen_loss: -0.34702894 MI_loss: 21.017403 Detection error: 0.010270833969116211 time: 5:07:57.310671
- B/E: 30 / 136 , Gen_loss: -0.35906234 MI_loss: 21.78177 Detection error: 0.010259091854095459 time: 5:07:58.083404
- B/E: 31 / 136 , Gen_loss: -0.35097182 MI_loss: 21.247997 Detection error: 0.010222673416137695 time: 5:07:58.857518
- B/E: 32 / 136 , Gen_loss: -0.36053252 MI_loss: 21.920963 Detection error: 0.01020359992980957 time: 5:07:59.628734
- B/E: 33 / 136 , Gen_loss: -0.3561483 MI_loss: 21.540365 Detection error: 0.010185658931732178 time: 5:08:00.448336
- B/E: 34 / 136 , Gen_loss: -0.3486816 MI_loss: 21.192219 Detection error: 0.01017141342163086 time: 5:08:01.290061
- B/E: 35 / 136 , Gen_loss: -0.3642639 MI_loss: 22.189026 Detection error: 0.010176241397857666 time: 5:08:02.088670
- B/E: 36 / 136 , Gen_loss: -0.3572873 MI_loss: 21.61897 Detection error: 0.01016467809677124 time: 5:08:02.861166
- B/E: 37 / 136 , Gen_loss: -0.35622326 MI_loss: 21.545967 Detection error: 0.010169386863708496 time: 5:08:03.630164
- B/E: 38 / 136 , Gen_loss: -0.36140364 MI_loss: 21.93072 Detection error: 0.010197103023529053 time: 5:08:04.401850
- B/E: 39 / 136 , Gen_loss: -0.3599236 MI_loss: 21.760117 Detection error: 0.010171115398406982 time: 5:08:05.171071
- B/E: 40 / 136 , Gen_loss: -0.35109136 MI_loss: 21.281965 Detection error: 0.01016080379486084 time: 5:08:05.965013
- B/E: 41 / 136 , Gen_loss: -0.35613912 MI_loss: 21.566181 Detection error: 0.010162949562072754 time: 5:08:06.813287
- B/E: 42 / 136 , Gen_loss: -0.35100025 MI_loss: 21.278625 Detection error: 0.010151147842407227 time: 5:08:07.582542
- B/E: 43 / 136 , Gen_loss: -0.35548264 MI_loss: 21.373125 Detection error: 0.010152697563171387 time: 5:08:08.451773
- B/E: 44 / 136 , Gen_loss: -0.34830442 MI_loss: 21.186596 Detection error: 0.010165989398956299 time: 5:08:09.347382
- B/E: 45 / 136 , Gen_loss: -0.3573387 MI_loss: 21.643316 Detection error: 0.010167121887207031 time: 5:08:10.231077
- B/E: 46 / 136 , Gen_loss: -0.3499064 MI_loss: 21.10046 Detection error: 0.010185480117797852 time: 5:08:11.119918
- B/E: 47 / 136 , Gen_loss: -0.36621884 MI_loss: 22.080532 Detection error: 0.010171890258789062 time: 5:08:12.025170
- B/E: 48 / 136 , Gen_loss: -0.36553887 MI_loss: 22.24255 Detection error: 0.010196447372436523 time: 5:08:12.910224
- B/E: 49 / 136 , Gen_loss: -0.35877928 MI_loss: 21.733385 Detection error: 0.010206222534179688 time: 5:08:13.791505
- B/E: 50 / 136 , Gen_loss: -0.36396322 MI_loss: 22.085548 Detection error: 0.010203421115875244 time: 5:08:14.671279
- B/E: 51 / 136 , Gen_loss: -0.35231036 MI_loss: 21.467678 Detection error: 0.010218143463134766 time: 5:08:15.554892
- B/E: 52 / 136 , Gen_loss: -0.36582842 MI_loss: 22.14933 Detection error: 0.010212242603302002 time: 5:08:16.439957
- B/E: 53 / 136 , Gen_loss: -0.3538708 MI_loss: 21.517391 Detection error: 0.010227441787719727 time: 5:08:17.325558
- B/E: 54 / 136 , Gen_loss: -0.35543793 MI_loss: 21.581001 Detection error: 0.010215938091278076 time: 5:08:18.207394
- B/E: 55 / 136 , Gen_loss: -0.36288863 MI_loss: 21.987068 Detection error: 0.010207593441009521 time: 5:08:19.092484
- B/E: 56 / 136 , Gen_loss: -0.36602396 MI_loss: 22.120821 Detection error: 0.010194599628448486 time: 5:08:19.938152
- B/E: 57 / 136 , Gen_loss: -0.35918945 MI_loss: 21.568375 Detection error: 0.010190725326538086 time: 5:08:20.893331
- B/E: 58 / 136 , Gen_loss: -0.36604816 MI_loss: 22.184631 Detection error: 0.010184824466705322 time: 5:08:21.774449
- B/E: 59 / 136 , Gen_loss: -0.36021158 MI_loss: 21.88024 Detection error: 0.010201036930084229 time: 5:08:22.619980
- B/E: 60 / 136 , Gen_loss: -0.37381193 MI_loss: 22.68085 Detection error: 0.010200321674346924 time: 5:08:23.441507
- B/E: 61 / 136 , Gen_loss: -0.3499289 MI_loss: 21.095486 Detection error: 0.010195553302764893 time: 5:08:24.206958
- B/E: 62 / 136 , Gen_loss: -0.35450742 MI_loss: 21.49982 Detection error: 0.01021033525466919 time: 5:08:25.094079
- B/E: 63 / 136 , Gen_loss: -0.3578243 MI_loss: 21.567957 Detection error: 0.010203123092651367 time: 5:08:25.981348
- B/E: 64 / 136 , Gen_loss: -0.3579851 MI_loss: 21.727793 Detection error: 0.010198056697845459 time: 5:08:26.866086
- B/E: 65 / 136 , Gen_loss: -0.35493416 MI_loss: 21.501049 Detection error: 0.010196983814239502 time: 5:08:27.755370
- B/E: 66 / 136 , Gen_loss: -0.36566052 MI_loss: 22.149605 Detection error: 0.010196805000305176 time: 5:08:28.635729
- B/E: 67 / 136 , Gen_loss: -0.35599294 MI_loss: 21.67924 Detection error: 0.01018613576889038 time: 5:08:29.536486
- B/E: 68 / 136 , Gen_loss: -0.35079765 MI_loss: 21.264837 Detection error: 0.010195672512054443 time: 5:08:30.412867
- B/E: 69 / 136 , Gen_loss: -0.35538983 MI_loss: 21.561825 Detection error: 0.010200023651123047 time: 5:08:31.288387
- B/E: 70 / 136 , Gen_loss: -0.37161106 MI_loss: 22.566889 Detection error: 0.010195434093475342 time: 5:08:32.153463
- B/E: 71 / 136 , Gen_loss: -0.34408432 MI_loss: 20.852169 Detection error: 0.010204434394836426 time: 5:08:33.015424
- B/E: 72 / 136 , Gen_loss: -0.35782206 MI_loss: 21.601236 Detection error: 0.010199487209320068 time: 5:08:33.885975
- B/E: 73 / 136 , Gen_loss: -0.3636059 MI_loss: 21.980145 Detection error: 0.010198473930358887 time: 5:08:34.889017
- B/E: 74 / 136 , Gen_loss: -0.3699947 MI_loss: 22.505098 Detection error: 0.010196685791015625 time: 5:08:35.753179
- B/E: 75 / 136 , Gen_loss: -0.35443407 MI_loss: 21.580753 Detection error: 0.010190784931182861 time: 5:08:36.613855
- B/E: 76 / 136 , Gen_loss: -0.35044113 MI_loss: 21.265581 Detection error: 0.010194778442382812 time: 5:08:37.475490
- B/E: 77 / 136 , Gen_loss: -0.36512402 MI_loss: 22.131413 Detection error: 0.010186314582824707 time: 5:08:38.333768
- B/E: 78 / 136 , Gen_loss: -0.3533222 MI_loss: 21.347044 Detection error: 0.010182380676269531 time: 5:08:39.197155
- B/E: 79 / 136 , Gen_loss: -0.35107976 MI_loss: 21.390688 Detection error: 0.010185539722442627 time: 5:08:40.057462
- B/E: 80 / 136 , Gen_loss: -0.36088216 MI_loss: 21.88159 Detection error: 0.010202169418334961 time: 5:08:40.917706
- B/E: 81 / 136 , Gen_loss: -0.35510984 MI_loss: 21.431698 Detection error: 0.01019132137298584 time: 5:08:41.776613
- B/E: 82 / 136 , Gen_loss: -0.35859165 MI_loss: 21.737312 Detection error: 0.01018601655960083 time: 5:08:42.642387
- B/E: 83 / 136 , Gen_loss: -0.35588297 MI_loss: 21.492382 Detection error: 0.010192692279815674 time: 5:08:43.500995
- B/E: 84 / 136 , Gen_loss: -0.36017528 MI_loss: 21.891294 Detection error: 0.010181605815887451 time: 5:08:44.362479
- B/E: 85 / 136 , Gen_loss: -0.352991 MI_loss: 21.310707 Detection error: 0.010160624980926514 time: 5:08:45.221274
- B/E: 86 / 136 , Gen_loss: -0.36902303 MI_loss: 22.216719 Detection error: 0.01016092300415039 time: 5:08:46.109595
- B/E: 87 / 136 , Gen_loss: -0.36010063 MI_loss: 21.693256 Detection error: 0.010151982307434082 time: 5:08:46.970230
- B/E: 88 / 136 , Gen_loss: -0.35912094 MI_loss: 21.633621 Detection error: 0.010139048099517822 time: 5:08:47.832490
- B/E: 89 / 136 , Gen_loss: -0.3640909 MI_loss: 21.959192 Detection error: 0.010142385959625244 time: 5:08:48.789276
- B/E: 90 / 136 , Gen_loss: -0.35617527 MI_loss: 21.614346 Detection error: 0.010142147541046143 time: 5:08:49.650693
- B/E: 91 / 136 , Gen_loss: -0.35625258 MI_loss: 21.675547 Detection error: 0.0101470947265625 time: 5:08:50.512246
- B/E: 92 / 136 , Gen_loss: -0.3553602 MI_loss: 21.587757 Detection error: 0.010138452053070068 time: 5:08:51.375755
- B/E: 93 / 136 , Gen_loss: -0.3602686 MI_loss: 21.88447 Detection error: 0.010137617588043213 time: 5:08:52.257988
- B/E: 94 / 136 , Gen_loss: -0.35079685 MI_loss: 21.353325 Detection error: 0.010149002075195312 time: 5:08:53.120682
- B/E: 95 / 136 , Gen_loss: -0.35986745 MI_loss: 21.947859 Detection error: 0.010157525539398193 time: 5:08:53.983030
- B/E: 96 / 136 , Gen_loss: -0.3553979 MI_loss: 21.518513 Detection error: 0.010153651237487793 time: 5:08:54.841847
- B/E: 97 / 136 , Gen_loss: -0.3557115 MI_loss: 21.615005 Detection error: 0.010142862796783447 time: 5:08:55.705984
- B/E: 98 / 136 , Gen_loss: -0.34816158 MI_loss: 21.275486 Detection error: 0.010129749774932861 time: 5:08:56.566057
- B/E: 99 / 136 , Gen_loss: -0.35105792 MI_loss: 21.298439 Detection error: 0.010129988193511963 time: 5:08:57.427515
- B/E: 100 / 136 , Gen_loss: -0.36380744 MI_loss: 22.098343 Detection error: 0.010135829448699951 time: 5:08:58.289680
- B/E: 101 / 136 , Gen_loss: -0.3608278 MI_loss: 21.979408 Detection error: 0.010137557983398438 time: 5:08:59.150235
- B/E: 102 / 136 , Gen_loss: -0.35300267 MI_loss: 21.632593 Detection error: 0.010137438774108887 time: 5:09:00.009264
- B/E: 103 / 136 , Gen_loss: -0.36501935 MI_loss: 22.120258 Detection error: 0.010133743286132812 time: 5:09:00.867664
- B/E: 104 / 136 , Gen_loss: -0.356234 MI_loss: 21.625093 Detection error: 0.010133624076843262 time: 5:09:01.732535
- B/E: 105 / 136 , Gen_loss: -0.35454008 MI_loss: 21.498697 Detection error: 0.01013118028640747 time: 5:09:02.696411
- B/E: 106 / 136 , Gen_loss: -0.3569134 MI_loss: 21.663269 Detection error: 0.010134339332580566 time: 5:09:03.559649
- B/E: 107 / 136 , Gen_loss: -0.36214262 MI_loss: 21.880278 Detection error: 0.010136008262634277 time: 5:09:04.441931
- B/E: 108 / 136 , Gen_loss: -0.35250056 MI_loss: 21.334412 Detection error: 0.010140180587768555 time: 5:09:05.314438
- B/E: 109 / 136 , Gen_loss: -0.36020973 MI_loss: 21.642147 Detection error: 0.01013326644897461 time: 5:09:06.184303
- B/E: 110 / 136 , Gen_loss: -0.35819173 MI_loss: 21.786318 Detection error: 0.01012498140335083 time: 5:09:07.044477
- B/E: 111 / 136 , Gen_loss: -0.36372116 MI_loss: 22.09079 Detection error: 0.010124146938323975 time: 5:09:07.906926
- B/E: 112 / 136 , Gen_loss: -0.34614474 MI_loss: 20.958607 Detection error: 0.01012641191482544 time: 5:09:08.774033
- B/E: 113 / 136 , Gen_loss: -0.3467005 MI_loss: 21.16042 Detection error: 0.010130465030670166 time: 5:09:09.635526
- B/E: 114 / 136 , Gen_loss: -0.34869826 MI_loss: 21.134527 Detection error: 0.0101279616355896 time: 5:09:10.496903
- B/E: 115 / 136 , Gen_loss: -0.3695893 MI_loss: 22.3784 Detection error: 0.010123372077941895 time: 5:09:11.359855
- B/E: 116 / 136 , Gen_loss: -0.35750982 MI_loss: 21.659538 Detection error: 0.010123908519744873 time: 5:09:12.157225
- B/E: 117 / 136 , Gen_loss: -0.3501519 MI_loss: 21.210358 Detection error: 0.010124742984771729 time: 5:09:12.910083
- B/E: 118 / 136 , Gen_loss: -0.35272965 MI_loss: 21.255787 Detection error: 0.010119736194610596 time: 5:09:13.661925
- B/E: 119 / 136 , Gen_loss: -0.3554852 MI_loss: 21.565405 Detection error: 0.010117709636688232 time: 5:09:14.414870
- B/E: 120 / 136 , Gen_loss: -0.35954252 MI_loss: 21.898413 Detection error: 0.010121405124664307 time: 5:09:15.174968
- B/E: 121 / 136 , Gen_loss: -0.34963396 MI_loss: 21.26336 Detection error: 0.010124504566192627 time: 5:09:16.017699
- B/E: 122 / 136 , Gen_loss: -0.359011 MI_loss: 21.610245 Detection error: 0.010122478008270264 time: 5:09:16.774192
- B/E: 123 / 136 , Gen_loss: -0.35153335 MI_loss: 21.240108 Detection error: 0.010117173194885254 time: 5:09:17.527763
- B/E: 124 / 136 , Gen_loss: -0.36305538 MI_loss: 22.015553 Detection error: 0.01011502742767334 time: 5:09:18.282706
- B/E: 125 / 136 , Gen_loss: -0.3564878 MI_loss: 21.69284 Detection error: 0.010114312171936035 time: 5:09:19.040572
- B/E: 126 / 136 , Gen_loss: -0.35744685 MI_loss: 21.82239 Detection error: 0.010121583938598633 time: 5:09:19.809590
- B/E: 127 / 136 , Gen_loss: -0.35211828 MI_loss: 21.442982 Detection error: 0.010121583938598633 time: 5:09:20.597698
- B/E: 128 / 136 , Gen_loss: -0.3620588 MI_loss: 21.936146 Detection error: 0.010128140449523926 time: 5:09:21.349855
- B/E: 129 / 136 , Gen_loss: -0.35473338 MI_loss: 21.573122 Detection error: 0.01013416051864624 time: 5:09:22.203849
- B/E: 130 / 136 , Gen_loss: -0.36212733 MI_loss: 21.8238 Detection error: 0.010136663913726807 time: 5:09:23.066041
- B/E: 131 / 136 , Gen_loss: -0.36285084 MI_loss: 21.931509 Detection error: 0.010143935680389404 time: 5:09:23.866240
- B/E: 132 / 136 , Gen_loss: -0.35962754 MI_loss: 21.809679 Detection error: 0.0101395845413208 time: 5:09:24.621200
- B/E: 133 / 136 , Gen_loss: -0.36237025 MI_loss: 21.913668 Detection error: 0.010145068168640137 time: 5:09:25.453711
- B/E: 134 / 136 , Gen_loss: -0.35483876 MI_loss: 21.666977 Detection error: 0.010153472423553467 time: 5:09:26.317719
- B/E: 135 / 136 , Gen_loss: -0.36677775 MI_loss: 22.219109 Detection error: 0.01015162467956543 time: 5:09:27.175596
- B/E: 136 / 136 , Gen_loss: -0.35823232 MI_loss: 21.729311 Detection error: 0.010154187679290771 time: 5:09:28.033314
- B/E: 137 / 136 , Gen_loss: -0.34513617 MI_loss: 20.953993 Detection error: 0.010157585144042969 time: 5:09:28.927522
- B/E: 138 / 136 , Gen_loss: -0.34737113 MI_loss: 21.104462 Detection error: 0.010162293910980225 time: 5:09:29.695818
- B/E: 139 / 136 , Gen_loss: -0.35799745 MI_loss: 21.765293 Detection error: 0.0101698637008667 time: 5:09:30.449088
- B/E: 140 / 136 , Gen_loss: -0.35347825 MI_loss: 21.6549 Detection error: 0.010171771049499512 time: 5:09:31.241658
- B/E: 141 / 136 , Gen_loss: -0.3591443 MI_loss: 21.78564 Detection error: 0.010165691375732422 time: 5:09:32.008312
- B/E: 142 / 136 , Gen_loss: -0.3614527 MI_loss: 21.930384 Detection error: 0.01016455888748169 time: 5:09:32.868406
- B/E: 143 / 136 , Gen_loss: -0.36352578 MI_loss: 22.028662 Detection error: 0.010161876678466797 time: 5:09:33.742865
- B/E: 144 / 136 , Gen_loss: -0.35433298 MI_loss: 21.502277 Detection error: 0.010169625282287598 time: 5:09:34.600462
- B/E: 145 / 136 , Gen_loss: -0.35914677 MI_loss: 21.789104 Detection error: 0.010174453258514404 time: 5:09:35.458696
- B/E: 146 / 136 , Gen_loss: -0.35728857 MI_loss: 21.595554 Detection error: 0.010175824165344238 time: 5:09:36.320598
- B/E: 147 / 136 , Gen_loss: -0.3605086 MI_loss: 21.927526 Detection error: 0.010181784629821777 time: 5:09:37.184710
- B/E: 148 / 136 , Gen_loss: -0.35782978 MI_loss: 21.869493 Detection error: 0.010180175304412842 time: 5:09:38.059860
- B/E: 149 / 136 , Gen_loss: -0.35967612 MI_loss: 21.986462 Detection error: 0.010189354419708252 time: 5:09:38.919070
-
- Test Loss: 10.350765 Test Error: 0.01077502965927124
- -----
- EPOCH: 137
- B/E: 0 / 137 , Gen_loss: -0.3676701 MI_loss: 22.293257 Detection error: 0.010999977588653564 time: 5:09:40.895697
- B/E: 1 / 137 , Gen_loss: -0.34345803 MI_loss: 20.776108 Detection error: 0.010859370231628418 time: 5:09:58.153579
- B/E: 2 / 137 , Gen_loss: -0.3567502 MI_loss: 21.492615 Detection error: 0.010406255722045898 time: 5:09:59.144415
- B/E: 3 / 137 , Gen_loss: -0.35764784 MI_loss: 21.837534 Detection error: 0.010109364986419678 time: 5:10:00.007877
- B/E: 4 / 137 , Gen_loss: -0.3534294 MI_loss: 21.487854 Detection error: 0.010049998760223389 time: 5:10:00.875291
- B/E: 5 / 137 , Gen_loss: -0.349547 MI_loss: 21.324936 Detection error: 0.010135412216186523 time: 5:10:01.741245
- B/E: 6 / 137 , Gen_loss: -0.3571386 MI_loss: 21.66522 Detection error: 0.010107159614562988 time: 5:10:02.599112
- B/E: 7 / 137 , Gen_loss: -0.34835348 MI_loss: 21.073017 Detection error: 0.010191380977630615 time: 5:10:03.458134
- B/E: 8 / 137 , Gen_loss: -0.3486296 MI_loss: 21.112875 Detection error: 0.01014930009841919 time: 5:10:04.337487
- B/E: 9 / 137 , Gen_loss: -0.35483226 MI_loss: 21.42893 Detection error: 0.010109364986419678 time: 5:10:05.197589
- B/E: 10 / 137 , Gen_loss: -0.36806712 MI_loss: 22.382324 Detection error: 0.010110795497894287 time: 5:10:06.059658
- B/E: 11 / 137 , Gen_loss: -0.35680234 MI_loss: 21.662546 Detection error: 0.0101432204246521 time: 5:10:06.918215
- B/E: 12 / 137 , Gen_loss: -0.36249447 MI_loss: 21.951965 Detection error: 0.010206758975982666 time: 5:10:07.797034
- B/E: 13 / 137 , Gen_loss: -0.36343527 MI_loss: 21.867489 Detection error: 0.010221004486083984 time: 5:10:08.658582
- B/E: 14 / 137 , Gen_loss: -0.36679745 MI_loss: 22.327513 Detection error: 0.010204195976257324 time: 5:10:09.447590
- B/E: 15 / 137 , Gen_loss: -0.36222687 MI_loss: 21.82038 Detection error: 0.010187506675720215 time: 5:10:10.197244
- B/E: 16 / 137 , Gen_loss: -0.36103317 MI_loss: 21.886206 Detection error: 0.010172784328460693 time: 5:10:11.060023
- B/E: 17 / 137 , Gen_loss: -0.3604719 MI_loss: 21.836504 Detection error: 0.010151028633117676 time: 5:10:11.921502
- B/E: 18 / 137 , Gen_loss: -0.355115 MI_loss: 21.671015 Detection error: 0.01010197401046753 time: 5:10:12.878245
- B/E: 19 / 137 , Gen_loss: -0.34593728 MI_loss: 21.06938 Detection error: 0.010118722915649414 time: 5:10:13.744738
- B/E: 20 / 137 , Gen_loss: -0.35834375 MI_loss: 21.594265 Detection error: 0.01012498140335083 time: 5:10:14.609524
- B/E: 21 / 137 , Gen_loss: -0.35168046 MI_loss: 21.374062 Detection error: 0.010139226913452148 time: 5:10:15.473310
- B/E: 22 / 137 , Gen_loss: -0.35929826 MI_loss: 21.701391 Detection error: 0.010103285312652588 time: 5:10:16.359916
- B/E: 23 / 137 , Gen_loss: -0.36443663 MI_loss: 22.070482 Detection error: 0.010083317756652832 time: 5:10:17.222774
- B/E: 24 / 137 , Gen_loss: -0.3541919 MI_loss: 21.371555 Detection error: 0.010110020637512207 time: 5:10:18.084708
- B/E: 25 / 137 , Gen_loss: -0.3518277 MI_loss: 21.277464 Detection error: 0.010123789310455322 time: 5:10:18.945126
- B/E: 26 / 137 , Gen_loss: -0.35136494 MI_loss: 21.418787 Detection error: 0.010181725025177002 time: 5:10:19.803797
- B/E: 27 / 137 , Gen_loss: -0.361027 MI_loss: 21.900509 Detection error: 0.010199785232543945 time: 5:10:20.661903
- B/E: 28 / 137 , Gen_loss: -0.3535395 MI_loss: 21.419731 Detection error: 0.010228455066680908 time: 5:10:21.522339
- B/E: 29 / 137 , Gen_loss: -0.36091626 MI_loss: 21.90814 Detection error: 0.010229170322418213 time: 5:10:22.398531
- B/E: 30 / 137 , Gen_loss: -0.35667393 MI_loss: 21.673283 Detection error: 0.010211706161499023 time: 5:10:23.296025
- B/E: 31 / 137 , Gen_loss: -0.3625673 MI_loss: 21.91367 Detection error: 0.010175764560699463 time: 5:10:24.278481
- B/E: 32 / 137 , Gen_loss: -0.36249012 MI_loss: 21.899296 Detection error: 0.010172367095947266 time: 5:10:25.169546
- B/E: 33 / 137 , Gen_loss: -0.342987 MI_loss: 20.922684 Detection error: 0.010157167911529541 time: 5:10:25.950220
- B/E: 34 / 137 , Gen_loss: -0.34061354 MI_loss: 20.54414 Detection error: 0.010141074657440186 time: 5:10:26.721919
- B/E: 35 / 137 , Gen_loss: -0.3690769 MI_loss: 22.320387 Detection error: 0.01013106107711792 time: 5:10:27.475898
- B/E: 36 / 137 , Gen_loss: -0.36448416 MI_loss: 22.071365 Detection error: 0.010118246078491211 time: 5:10:28.256277
- B/E: 37 / 137 , Gen_loss: -0.3604961 MI_loss: 21.831776 Detection error: 0.010132372379302979 time: 5:10:29.129483
- B/E: 38 / 137 , Gen_loss: -0.36316633 MI_loss: 22.082981 Detection error: 0.01015782356262207 time: 5:10:29.988121
- B/E: 39 / 137 , Gen_loss: -0.3585959 MI_loss: 21.698994 Detection error: 0.010146081447601318 time: 5:10:30.852887
- B/E: 40 / 137 , Gen_loss: -0.35683522 MI_loss: 21.612812 Detection error: 0.010142505168914795 time: 5:10:31.713018
- B/E: 41 / 137 , Gen_loss: -0.36784568 MI_loss: 22.30817 Detection error: 0.010133922100067139 time: 5:10:32.575529
- B/E: 42 / 137 , Gen_loss: -0.3593544 MI_loss: 21.723663 Detection error: 0.010130107402801514 time: 5:10:33.448870
- B/E: 43 / 137 , Gen_loss: -0.36509964 MI_loss: 22.004408 Detection error: 0.01011502742767334 time: 5:10:34.309601
- B/E: 44 / 137 , Gen_loss: -0.3518367 MI_loss: 21.367815 Detection error: 0.010118722915649414 time: 5:10:35.168581
- B/E: 45 / 137 , Gen_loss: -0.36008146 MI_loss: 21.684956 Detection error: 0.01013040542602539 time: 5:10:36.025861
- B/E: 46 / 137 , Gen_loss: -0.35627997 MI_loss: 21.495302 Detection error: 0.010146260261535645 time: 5:10:36.885075
- B/E: 47 / 137 , Gen_loss: -0.36063454 MI_loss: 21.736069 Detection error: 0.010134756565093994 time: 5:10:37.752066
- B/E: 48 / 137 , Gen_loss: -0.35135877 MI_loss: 21.257208 Detection error: 0.01014798879623413 time: 5:10:38.698951
- B/E: 49 / 137 , Gen_loss: -0.3488366 MI_loss: 21.205027 Detection error: 0.01016312837600708 time: 5:10:39.563623
- B/E: 50 / 137 , Gen_loss: -0.3536323 MI_loss: 21.296276 Detection error: 0.010159909725189209 time: 5:10:40.350115
- B/E: 51 / 137 , Gen_loss: -0.34326398 MI_loss: 20.837898 Detection error: 0.010171294212341309 time: 5:10:41.108830
- B/E: 52 / 137 , Gen_loss: -0.3536175 MI_loss: 21.356377 Detection error: 0.010156810283660889 time: 5:10:41.888615
- B/E: 53 / 137 , Gen_loss: -0.35646322 MI_loss: 21.521214 Detection error: 0.010168969631195068 time: 5:10:42.687373
- B/E: 54 / 137 , Gen_loss: -0.36151248 MI_loss: 21.865122 Detection error: 0.010168731212615967 time: 5:10:43.443542
- B/E: 55 / 137 , Gen_loss: -0.3627535 MI_loss: 21.904621 Detection error: 0.010159015655517578 time: 5:10:44.217343
- B/E: 56 / 137 , Gen_loss: -0.35335514 MI_loss: 21.368738 Detection error: 0.01014256477355957 time: 5:10:44.973028
- B/E: 57 / 137 , Gen_loss: -0.3696798 MI_loss: 22.433962 Detection error: 0.01013040542602539 time: 5:10:45.727900
- B/E: 58 / 137 , Gen_loss: -0.36320403 MI_loss: 21.964542 Detection error: 0.010128200054168701 time: 5:10:46.485450
- B/E: 59 / 137 , Gen_loss: -0.35995418 MI_loss: 22.02734 Detection error: 0.010157287120819092 time: 5:10:47.250534
- B/E: 60 / 137 , Gen_loss: -0.3646012 MI_loss: 21.933159 Detection error: 0.010150611400604248 time: 5:10:48.065638
- B/E: 61 / 137 , Gen_loss: -0.357886 MI_loss: 21.60819 Detection error: 0.01015019416809082 time: 5:10:48.953857
- B/E: 62 / 137 , Gen_loss: -0.36334616 MI_loss: 22.12582 Detection error: 0.010160684585571289 time: 5:10:49.738263
- B/E: 63 / 137 , Gen_loss: -0.35481754 MI_loss: 21.580818 Detection error: 0.01016014814376831 time: 5:10:50.588547
- B/E: 64 / 137 , Gen_loss: -0.35566595 MI_loss: 21.707872 Detection error: 0.010160565376281738 time: 5:10:51.386993
- B/E: 65 / 137 , Gen_loss: -0.35898718 MI_loss: 21.584139 Detection error: 0.010154366493225098 time: 5:10:52.230329
- B/E: 66 / 137 , Gen_loss: -0.3524775 MI_loss: 21.460924 Detection error: 0.010153472423553467 time: 5:10:53.105927
- B/E: 67 / 137 , Gen_loss: -0.36935323 MI_loss: 22.187664 Detection error: 0.010148465633392334 time: 5:10:54.003573
- B/E: 68 / 137 , Gen_loss: -0.3526763 MI_loss: 21.446138 Detection error: 0.01014721393585205 time: 5:10:54.910327
- B/E: 69 / 137 , Gen_loss: -0.36062917 MI_loss: 21.922897 Detection error: 0.010160267353057861 time: 5:10:55.811187
- B/E: 70 / 137 , Gen_loss: -0.36060545 MI_loss: 21.793377 Detection error: 0.010152280330657959 time: 5:10:56.714361
- B/E: 71 / 137 , Gen_loss: -0.33752355 MI_loss: 20.496164 Detection error: 0.010159313678741455 time: 5:10:57.613509
- B/E: 72 / 137 , Gen_loss: -0.35961336 MI_loss: 21.886353 Detection error: 0.010158836841583252 time: 5:10:58.494925
- B/E: 73 / 137 , Gen_loss: -0.36276844 MI_loss: 21.918089 Detection error: 0.01015329360961914 time: 5:10:59.357505
- B/E: 74 / 137 , Gen_loss: -0.36925626 MI_loss: 22.399422 Detection error: 0.010146677494049072 time: 5:11:00.217792
- B/E: 75 / 137 , Gen_loss: -0.35370606 MI_loss: 21.421906 Detection error: 0.010149240493774414 time: 5:11:01.078723
- B/E: 76 / 137 , Gen_loss: -0.34975308 MI_loss: 21.247232 Detection error: 0.010150134563446045 time: 5:11:01.950943
- B/E: 77 / 137 , Gen_loss: -0.35846013 MI_loss: 21.762152 Detection error: 0.010143816471099854 time: 5:11:02.840361
- B/E: 78 / 137 , Gen_loss: -0.34523943 MI_loss: 20.919931 Detection error: 0.010141193866729736 time: 5:11:03.727380
- B/E: 79 / 137 , Gen_loss: -0.35207725 MI_loss: 21.250992 Detection error: 0.010150015354156494 time: 5:11:04.720593
- B/E: 80 / 137 , Gen_loss: -0.3566006 MI_loss: 21.734709 Detection error: 0.010158181190490723 time: 5:11:05.601508
- B/E: 81 / 137 , Gen_loss: -0.35700992 MI_loss: 21.592245 Detection error: 0.010152816772460938 time: 5:11:06.488351
- B/E: 82 / 137 , Gen_loss: -0.35336196 MI_loss: 21.45353 Detection error: 0.010146081447601318 time: 5:11:07.378854
- B/E: 83 / 137 , Gen_loss: -0.35435554 MI_loss: 21.561329 Detection error: 0.010144710540771484 time: 5:11:08.275347
- B/E: 84 / 137 , Gen_loss: -0.35425392 MI_loss: 21.367693 Detection error: 0.010137498378753662 time: 5:11:09.174746
- B/E: 85 / 137 , Gen_loss: -0.35612938 MI_loss: 21.480822 Detection error: 0.01011735200881958 time: 5:11:10.070544
- B/E: 86 / 137 , Gen_loss: -0.36219066 MI_loss: 21.957125 Detection error: 0.010117828845977783 time: 5:11:10.965233
- B/E: 87 / 137 , Gen_loss: -0.35438395 MI_loss: 21.536367 Detection error: 0.01010441780090332 time: 5:11:11.852494
- B/E: 88 / 137 , Gen_loss: -0.3583477 MI_loss: 21.696985 Detection error: 0.010095834732055664 time: 5:11:12.745955
- B/E: 89 / 137 , Gen_loss: -0.34678692 MI_loss: 21.162333 Detection error: 0.01010274887084961 time: 5:11:13.641443
- B/E: 90 / 137 , Gen_loss: -0.36451125 MI_loss: 22.122833 Detection error: 0.010106086730957031 time: 5:11:14.463191
- B/E: 91 / 137 , Gen_loss: -0.35554737 MI_loss: 21.52341 Detection error: 0.010104596614837646 time: 5:11:15.291089
- B/E: 92 / 137 , Gen_loss: -0.3472293 MI_loss: 21.000116 Detection error: 0.010092735290527344 time: 5:11:16.172606
- B/E: 93 / 137 , Gen_loss: -0.3551675 MI_loss: 21.551895 Detection error: 0.010094761848449707 time: 5:11:17.067514
- B/E: 94 / 137 , Gen_loss: -0.35411167 MI_loss: 21.559105 Detection error: 0.010111510753631592 time: 5:11:17.970044
- B/E: 95 / 137 , Gen_loss: -0.36331356 MI_loss: 22.058088 Detection error: 0.010117530822753906 time: 5:11:18.949622
- B/E: 96 / 137 , Gen_loss: -0.35388118 MI_loss: 21.41757 Detection error: 0.010112464427947998 time: 5:11:19.842782
- B/E: 97 / 137 , Gen_loss: -0.34997395 MI_loss: 21.21711 Detection error: 0.01010364294052124 time: 5:11:20.741510
- B/E: 98 / 137 , Gen_loss: -0.3548441 MI_loss: 21.497232 Detection error: 0.010087728500366211 time: 5:11:21.634523
- B/E: 99 / 137 , Gen_loss: -0.35852912 MI_loss: 21.79787 Detection error: 0.010088443756103516 time: 5:11:22.458116
- B/E: 100 / 137 , Gen_loss: -0.36171207 MI_loss: 22.005314 Detection error: 0.01009279489517212 time: 5:11:23.251766
- B/E: 101 / 137 , Gen_loss: -0.35122833 MI_loss: 21.205517 Detection error: 0.010095596313476562 time: 5:11:24.090855
- B/E: 102 / 137 , Gen_loss: -0.3529726 MI_loss: 21.421577 Detection error: 0.010099232196807861 time: 5:11:24.910189
- B/E: 103 / 137 , Gen_loss: -0.36683515 MI_loss: 22.328531 Detection error: 0.010097384452819824 time: 5:11:25.725598
- B/E: 104 / 137 , Gen_loss: -0.3536182 MI_loss: 21.42616 Detection error: 0.010103285312652588 time: 5:11:26.613465
- B/E: 105 / 137 , Gen_loss: -0.35725573 MI_loss: 21.591408 Detection error: 0.01009756326675415 time: 5:11:27.520784
- B/E: 106 / 137 , Gen_loss: -0.35756627 MI_loss: 21.678267 Detection error: 0.010103404521942139 time: 5:11:28.415240
- B/E: 107 / 137 , Gen_loss: -0.36367753 MI_loss: 22.129211 Detection error: 0.010103285312652588 time: 5:11:29.309276
- B/E: 108 / 137 , Gen_loss: -0.36038968 MI_loss: 21.839397 Detection error: 0.010102629661560059 time: 5:11:30.211358
- B/E: 109 / 137 , Gen_loss: -0.3628465 MI_loss: 22.006605 Detection error: 0.010103106498718262 time: 5:11:31.129652
- B/E: 110 / 137 , Gen_loss: -0.35903385 MI_loss: 21.633205 Detection error: 0.010095179080963135 time: 5:11:32.028016
- B/E: 111 / 137 , Gen_loss: -0.36206922 MI_loss: 21.949297 Detection error: 0.01009291410446167 time: 5:11:33.019555
- B/E: 112 / 137 , Gen_loss: -0.36078876 MI_loss: 21.728905 Detection error: 0.01009291410446167 time: 5:11:33.943324
- B/E: 113 / 137 , Gen_loss: -0.35562947 MI_loss: 21.767464 Detection error: 0.010093212127685547 time: 5:11:34.845789
- B/E: 114 / 137 , Gen_loss: -0.36053154 MI_loss: 21.972504 Detection error: 0.010097801685333252 time: 5:11:35.741918
- B/E: 115 / 137 , Gen_loss: -0.35934654 MI_loss: 21.582726 Detection error: 0.010093510150909424 time: 5:11:36.634806
- B/E: 116 / 137 , Gen_loss: -0.35871848 MI_loss: 21.800562 Detection error: 0.010094523429870605 time: 5:11:37.536673
- B/E: 117 / 137 , Gen_loss: -0.3487517 MI_loss: 21.310593 Detection error: 0.010093510150909424 time: 5:11:38.438174
- B/E: 118 / 137 , Gen_loss: -0.35806885 MI_loss: 21.655409 Detection error: 0.01009136438369751 time: 5:11:39.339582
- B/E: 119 / 137 , Gen_loss: -0.35290006 MI_loss: 21.560055 Detection error: 0.010088026523590088 time: 5:11:40.238812
- B/E: 120 / 137 , Gen_loss: -0.35732633 MI_loss: 21.802689 Detection error: 0.010086238384246826 time: 5:11:41.139451
- B/E: 121 / 137 , Gen_loss: -0.35292485 MI_loss: 21.343157 Detection error: 0.010088860988616943 time: 5:11:42.040679
- B/E: 122 / 137 , Gen_loss: -0.34904474 MI_loss: 21.125322 Detection error: 0.010083615779876709 time: 5:11:42.936084
- B/E: 123 / 137 , Gen_loss: -0.36188826 MI_loss: 21.880665 Detection error: 0.010078608989715576 time: 5:11:43.830710
- B/E: 124 / 137 , Gen_loss: -0.35295895 MI_loss: 21.286617 Detection error: 0.010078489780426025 time: 5:11:44.731953
- B/E: 125 / 137 , Gen_loss: -0.35912982 MI_loss: 21.783684 Detection error: 0.010081827640533447 time: 5:11:45.620236
- B/E: 126 / 137 , Gen_loss: -0.36362916 MI_loss: 22.13337 Detection error: 0.010085880756378174 time: 5:11:46.392394
- B/E: 127 / 137 , Gen_loss: -0.36362168 MI_loss: 22.10425 Detection error: 0.010086655616760254 time: 5:11:47.237564
- B/E: 128 / 137 , Gen_loss: -0.3690681 MI_loss: 22.553516 Detection error: 0.01009279489517212 time: 5:11:48.016158
- B/E: 129 / 137 , Gen_loss: -0.3551777 MI_loss: 21.65859 Detection error: 0.010100722312927246 time: 5:11:48.785802
- B/E: 130 / 137 , Gen_loss: -0.3535908 MI_loss: 21.406286 Detection error: 0.010105669498443604 time: 5:11:49.563778
- B/E: 131 / 137 , Gen_loss: -0.353349 MI_loss: 21.35219 Detection error: 0.010109364986419678 time: 5:11:50.339764
- B/E: 132 / 137 , Gen_loss: -0.36126447 MI_loss: 21.936361 Detection error: 0.01010429859161377 time: 5:11:51.125739
- B/E: 133 / 137 , Gen_loss: -0.35883853 MI_loss: 21.842283 Detection error: 0.010111451148986816 time: 5:11:51.999126
- B/E: 134 / 137 , Gen_loss: -0.36287674 MI_loss: 21.976782 Detection error: 0.010119199752807617 time: 5:11:52.893018
- B/E: 135 / 137 , Gen_loss: -0.36659282 MI_loss: 22.124144 Detection error: 0.010121345520019531 time: 5:11:53.772118
- B/E: 136 / 137 , Gen_loss: -0.35451633 MI_loss: 21.552713 Detection error: 0.010125219821929932 time: 5:11:54.595320
- B/E: 137 / 137 , Gen_loss: -0.35275373 MI_loss: 21.460222 Detection error: 0.010126113891601562 time: 5:11:55.419623
- B/E: 138 / 137 , Gen_loss: -0.3596206 MI_loss: 21.993034 Detection error: 0.010128140449523926 time: 5:11:56.331448
- B/E: 139 / 137 , Gen_loss: -0.35138676 MI_loss: 21.174679 Detection error: 0.010131478309631348 time: 5:11:57.233463
- B/E: 140 / 137 , Gen_loss: -0.35791868 MI_loss: 21.76437 Detection error: 0.010135173797607422 time: 5:11:58.127990
- B/E: 141 / 137 , Gen_loss: -0.3553017 MI_loss: 21.476627 Detection error: 0.010132014751434326 time: 5:11:59.025782
- B/E: 142 / 137 , Gen_loss: -0.35348022 MI_loss: 21.5632 Detection error: 0.010132670402526855 time: 5:11:59.925541
- B/E: 143 / 137 , Gen_loss: -0.36274418 MI_loss: 21.939817 Detection error: 0.010129332542419434 time: 5:12:00.911096
- B/E: 144 / 137 , Gen_loss: -0.34826088 MI_loss: 21.068317 Detection error: 0.010138988494873047 time: 5:12:01.809411
- B/E: 145 / 137 , Gen_loss: -0.3510894 MI_loss: 21.298603 Detection error: 0.010145127773284912 time: 5:12:02.704490
- B/E: 146 / 137 , Gen_loss: -0.36234897 MI_loss: 21.949417 Detection error: 0.010145843029022217 time: 5:12:03.607290
- B/E: 147 / 137 , Gen_loss: -0.35768425 MI_loss: 21.67856 Detection error: 0.010150134563446045 time: 5:12:04.394437
- B/E: 148 / 137 , Gen_loss: -0.3559881 MI_loss: 21.497446 Detection error: 0.010149776935577393 time: 5:12:05.216315
- B/E: 149 / 137 , Gen_loss: -0.35843423 MI_loss: 21.888641 Detection error: 0.010156691074371338 time: 5:12:06.041518
-
- Test Loss: 10.350121 Test Error: 0.010833323001861572
- -----
- EPOCH: 138
- B/E: 0 / 138 , Gen_loss: -0.3558366 MI_loss: 21.533031 Detection error: 0.01096874475479126 time: 5:12:07.936321
- B/E: 1 / 138 , Gen_loss: -0.35215646 MI_loss: 21.434319 Detection error: 0.010765612125396729 time: 5:12:26.602230
- B/E: 2 / 138 , Gen_loss: -0.3551164 MI_loss: 21.530632 Detection error: 0.010510444641113281 time: 5:12:27.499089
- B/E: 3 / 138 , Gen_loss: -0.35958228 MI_loss: 21.75418 Detection error: 0.010304689407348633 time: 5:12:28.402184
- B/E: 4 / 138 , Gen_loss: -0.36508977 MI_loss: 22.156141 Detection error: 0.010275006294250488 time: 5:12:29.311133
- B/E: 5 / 138 , Gen_loss: -0.35567197 MI_loss: 21.642996 Detection error: 0.010239601135253906 time: 5:12:30.308518
- B/E: 6 / 138 , Gen_loss: -0.3596049 MI_loss: 21.980783 Detection error: 0.010294616222381592 time: 5:12:31.212338
- B/E: 7 / 138 , Gen_loss: -0.35899252 MI_loss: 21.779339 Detection error: 0.010300755500793457 time: 5:12:32.107060
- B/E: 8 / 138 , Gen_loss: -0.36506367 MI_loss: 22.109451 Detection error: 0.01020139455795288 time: 5:12:33.007309
- B/E: 9 / 138 , Gen_loss: -0.36029953 MI_loss: 21.742046 Detection error: 0.01018434762954712 time: 5:12:33.904077
- B/E: 10 / 138 , Gen_loss: -0.35556918 MI_loss: 21.576382 Detection error: 0.010204553604125977 time: 5:12:34.799700
- B/E: 11 / 138 , Gen_loss: -0.350291 MI_loss: 21.105444 Detection error: 0.010192692279815674 time: 5:12:35.699373
- B/E: 12 / 138 , Gen_loss: -0.35640818 MI_loss: 21.534952 Detection error: 0.010230779647827148 time: 5:12:36.595579
- B/E: 13 / 138 , Gen_loss: -0.35743982 MI_loss: 21.555674 Detection error: 0.010283470153808594 time: 5:12:37.492773
- B/E: 14 / 138 , Gen_loss: -0.36079577 MI_loss: 21.746813 Detection error: 0.010258316993713379 time: 5:12:38.388192
- B/E: 15 / 138 , Gen_loss: -0.35097712 MI_loss: 21.35246 Detection error: 0.010257840156555176 time: 5:12:39.288977
- B/E: 16 / 138 , Gen_loss: -0.3666145 MI_loss: 22.056095 Detection error: 0.010202229022979736 time: 5:12:40.199229
- B/E: 17 / 138 , Gen_loss: -0.36761412 MI_loss: 22.33279 Detection error: 0.010189235210418701 time: 5:12:41.091791
- B/E: 18 / 138 , Gen_loss: -0.35283762 MI_loss: 21.38146 Detection error: 0.01013648509979248 time: 5:12:41.987284
- B/E: 19 / 138 , Gen_loss: -0.3391738 MI_loss: 20.613434 Detection error: 0.010137498378753662 time: 5:12:42.908191
- B/E: 20 / 138 , Gen_loss: -0.3538266 MI_loss: 21.484867 Detection error: 0.010169625282287598 time: 5:12:43.886431
- B/E: 21 / 138 , Gen_loss: -0.36412993 MI_loss: 22.003963 Detection error: 0.010164797306060791 time: 5:12:44.784467
- B/E: 22 / 138 , Gen_loss: -0.3548269 MI_loss: 21.476091 Detection error: 0.010145366191864014 time: 5:12:45.694064
- B/E: 23 / 138 , Gen_loss: -0.35728237 MI_loss: 21.500963 Detection error: 0.010132789611816406 time: 5:12:46.589667
- B/E: 24 / 138 , Gen_loss: -0.35735524 MI_loss: 21.741669 Detection error: 0.010151267051696777 time: 5:12:47.491078
- B/E: 25 / 138 , Gen_loss: -0.35722017 MI_loss: 21.567213 Detection error: 0.010149061679840088 time: 5:12:48.383712
- B/E: 26 / 138 , Gen_loss: -0.35292718 MI_loss: 21.460688 Detection error: 0.010215282440185547 time: 5:12:49.298111
- B/E: 27 / 138 , Gen_loss: -0.35648033 MI_loss: 21.77128 Detection error: 0.010225474834442139 time: 5:12:50.208424
- B/E: 28 / 138 , Gen_loss: -0.35756734 MI_loss: 21.772099 Detection error: 0.010227382183074951 time: 5:12:51.102634
- B/E: 29 / 138 , Gen_loss: -0.3610586 MI_loss: 21.835295 Detection error: 0.010231256484985352 time: 5:12:51.995792
- B/E: 30 / 138 , Gen_loss: -0.3504644 MI_loss: 21.287243 Detection error: 0.010216712951660156 time: 5:12:52.898611
- B/E: 31 / 138 , Gen_loss: -0.34437585 MI_loss: 20.832855 Detection error: 0.010205090045928955 time: 5:12:53.793800
- B/E: 32 / 138 , Gen_loss: -0.35644346 MI_loss: 21.648214 Detection error: 0.010175168514251709 time: 5:12:54.688523
- B/E: 33 / 138 , Gen_loss: -0.35030898 MI_loss: 21.247282 Detection error: 0.010159909725189209 time: 5:12:55.584523
- B/E: 34 / 138 , Gen_loss: -0.35263538 MI_loss: 21.587605 Detection error: 0.010173201560974121 time: 5:12:56.481782
- B/E: 35 / 138 , Gen_loss: -0.35752591 MI_loss: 21.616041 Detection error: 0.010166645050048828 time: 5:12:57.379086
- B/E: 36 / 138 , Gen_loss: -0.3629646 MI_loss: 22.069344 Detection error: 0.01014697551727295 time: 5:12:58.372710
- B/E: 37 / 138 , Gen_loss: -0.3568806 MI_loss: 21.675234 Detection error: 0.01013404130935669 time: 5:12:59.267319
- B/E: 38 / 138 , Gen_loss: -0.35169894 MI_loss: 21.185705 Detection error: 0.010161042213439941 time: 5:13:00.161362
- B/E: 39 / 138 , Gen_loss: -0.3652958 MI_loss: 22.001019 Detection error: 0.010146856307983398 time: 5:13:01.054107
- B/E: 40 / 138 , Gen_loss: -0.3698325 MI_loss: 22.423033 Detection error: 0.01013493537902832 time: 5:13:01.946081
- B/E: 41 / 138 , Gen_loss: -0.35853195 MI_loss: 21.856644 Detection error: 0.010145068168640137 time: 5:13:02.799222
- B/E: 42 / 138 , Gen_loss: -0.35799518 MI_loss: 21.74136 Detection error: 0.01012355089187622 time: 5:13:03.660321
- B/E: 43 / 138 , Gen_loss: -0.35527992 MI_loss: 21.413746 Detection error: 0.010127127170562744 time: 5:13:04.470373
- B/E: 44 / 138 , Gen_loss: -0.35798556 MI_loss: 21.664856 Detection error: 0.010142385959625244 time: 5:13:05.307045
- B/E: 45 / 138 , Gen_loss: -0.35920313 MI_loss: 21.875452 Detection error: 0.010146737098693848 time: 5:13:06.085819
- B/E: 46 / 138 , Gen_loss: -0.3517932 MI_loss: 21.20668 Detection error: 0.010157585144042969 time: 5:13:06.851197
- B/E: 47 / 138 , Gen_loss: -0.35604483 MI_loss: 21.555346 Detection error: 0.010148465633392334 time: 5:13:07.625280
- B/E: 48 / 138 , Gen_loss: -0.34951654 MI_loss: 21.192806 Detection error: 0.010169029235839844 time: 5:13:08.481993
- B/E: 49 / 138 , Gen_loss: -0.35325518 MI_loss: 21.256176 Detection error: 0.010164380073547363 time: 5:13:09.365191
- B/E: 50 / 138 , Gen_loss: -0.35424304 MI_loss: 21.626507 Detection error: 0.010176479816436768 time: 5:13:10.259044
- B/E: 51 / 138 , Gen_loss: -0.3571188 MI_loss: 21.795628 Detection error: 0.010173678398132324 time: 5:13:11.142097
- B/E: 52 / 138 , Gen_loss: -0.34948027 MI_loss: 21.17206 Detection error: 0.010169804096221924 time: 5:13:12.108136
- B/E: 53 / 138 , Gen_loss: -0.35823843 MI_loss: 21.693417 Detection error: 0.010176479816436768 time: 5:13:12.991773
- B/E: 54 / 138 , Gen_loss: -0.36132804 MI_loss: 21.959805 Detection error: 0.010180115699768066 time: 5:13:13.878842
- B/E: 55 / 138 , Gen_loss: -0.36287946 MI_loss: 21.949924 Detection error: 0.010166287422180176 time: 5:13:14.761654
- B/E: 56 / 138 , Gen_loss: -0.36289418 MI_loss: 21.982334 Detection error: 0.010135948657989502 time: 5:13:15.649869
- B/E: 57 / 138 , Gen_loss: -0.36119527 MI_loss: 22.055109 Detection error: 0.010144948959350586 time: 5:13:16.530399
- B/E: 58 / 138 , Gen_loss: -0.34585908 MI_loss: 20.965849 Detection error: 0.010137736797332764 time: 5:13:17.420134
- B/E: 59 / 138 , Gen_loss: -0.3592612 MI_loss: 21.786812 Detection error: 0.010152578353881836 time: 5:13:18.300902
- B/E: 60 / 138 , Gen_loss: -0.3660361 MI_loss: 22.167614 Detection error: 0.010157763957977295 time: 5:13:19.175585
- B/E: 61 / 138 , Gen_loss: -0.34850276 MI_loss: 21.272 Detection error: 0.010155737400054932 time: 5:13:19.962181
- B/E: 62 / 138 , Gen_loss: -0.35161027 MI_loss: 21.276829 Detection error: 0.010160207748413086 time: 5:13:20.729630
- B/E: 63 / 138 , Gen_loss: -0.36089694 MI_loss: 21.825994 Detection error: 0.01015770435333252 time: 5:13:21.502599
- B/E: 64 / 138 , Gen_loss: -0.3538895 MI_loss: 21.62233 Detection error: 0.01015239953994751 time: 5:13:22.302073
- B/E: 65 / 138 , Gen_loss: -0.35539785 MI_loss: 21.608767 Detection error: 0.01015859842300415 time: 5:13:23.090047
- B/E: 66 / 138 , Gen_loss: -0.37174088 MI_loss: 22.540674 Detection error: 0.010157644748687744 time: 5:13:23.882322
- B/E: 67 / 138 , Gen_loss: -0.3570304 MI_loss: 21.716448 Detection error: 0.010148465633392334 time: 5:13:24.655704
- B/E: 68 / 138 , Gen_loss: -0.35745642 MI_loss: 21.893492 Detection error: 0.010149896144866943 time: 5:13:25.620405
- B/E: 69 / 138 , Gen_loss: -0.36353937 MI_loss: 21.92897 Detection error: 0.010158956050872803 time: 5:13:26.514317
- B/E: 70 / 138 , Gen_loss: -0.35307905 MI_loss: 21.247128 Detection error: 0.010152757167816162 time: 5:13:27.394677
- B/E: 71 / 138 , Gen_loss: -0.35550594 MI_loss: 21.318737 Detection error: 0.010151922702789307 time: 5:13:28.280021
- B/E: 72 / 138 , Gen_loss: -0.35966945 MI_loss: 21.85861 Detection error: 0.010160088539123535 time: 5:13:29.187368
- B/E: 73 / 138 , Gen_loss: -0.35415998 MI_loss: 21.55831 Detection error: 0.010157525539398193 time: 5:13:30.069579
- B/E: 74 / 138 , Gen_loss: -0.3703388 MI_loss: 22.529919 Detection error: 0.010148346424102783 time: 5:13:30.954358
- B/E: 75 / 138 , Gen_loss: -0.3479901 MI_loss: 21.078936 Detection error: 0.010150492191314697 time: 5:13:31.838772
- B/E: 76 / 138 , Gen_loss: -0.35683113 MI_loss: 21.856277 Detection error: 0.010150551795959473 time: 5:13:32.651074
- B/E: 77 / 138 , Gen_loss: -0.3574287 MI_loss: 21.667 Detection error: 0.010145425796508789 time: 5:13:33.425393
- B/E: 78 / 138 , Gen_loss: -0.35531172 MI_loss: 21.523197 Detection error: 0.010138869285583496 time: 5:13:34.193750
- B/E: 79 / 138 , Gen_loss: -0.35337275 MI_loss: 21.376171 Detection error: 0.010155439376831055 time: 5:13:34.978784
- B/E: 80 / 138 , Gen_loss: -0.35618106 MI_loss: 21.541851 Detection error: 0.010163605213165283 time: 5:13:35.853031
- B/E: 81 / 138 , Gen_loss: -0.35868752 MI_loss: 21.718365 Detection error: 0.010158538818359375 time: 5:13:36.729737
- B/E: 82 / 138 , Gen_loss: -0.3553092 MI_loss: 21.405428 Detection error: 0.010151326656341553 time: 5:13:37.612639
- B/E: 83 / 138 , Gen_loss: -0.35738373 MI_loss: 21.649014 Detection error: 0.01015329360961914 time: 5:13:38.494680
- B/E: 84 / 138 , Gen_loss: -0.3380478 MI_loss: 20.63992 Detection error: 0.010145962238311768 time: 5:13:39.476583
- B/E: 85 / 138 , Gen_loss: -0.35790408 MI_loss: 21.645813 Detection error: 0.01013118028640747 time: 5:13:40.357937
- B/E: 86 / 138 , Gen_loss: -0.3641576 MI_loss: 21.944618 Detection error: 0.010126769542694092 time: 5:13:41.243226
- B/E: 87 / 138 , Gen_loss: -0.36584482 MI_loss: 22.132856 Detection error: 0.010115742683410645 time: 5:13:42.128443
- B/E: 88 / 138 , Gen_loss: -0.3570075 MI_loss: 21.642735 Detection error: 0.010101854801177979 time: 5:13:43.015920
- B/E: 89 / 138 , Gen_loss: -0.35796344 MI_loss: 21.840609 Detection error: 0.010111093521118164 time: 5:13:43.898113
- B/E: 90 / 138 , Gen_loss: -0.3602385 MI_loss: 21.692383 Detection error: 0.010107457637786865 time: 5:13:44.782945
- B/E: 91 / 138 , Gen_loss: -0.36454922 MI_loss: 22.072699 Detection error: 0.010117530822753906 time: 5:13:45.668053
- B/E: 92 / 138 , Gen_loss: -0.35241994 MI_loss: 21.24868 Detection error: 0.010104835033416748 time: 5:13:46.544986
- B/E: 93 / 138 , Gen_loss: -0.3551379 MI_loss: 21.587442 Detection error: 0.010105729103088379 time: 5:13:47.429566
- B/E: 94 / 138 , Gen_loss: -0.35384268 MI_loss: 21.44718 Detection error: 0.010114490985870361 time: 5:13:48.311119
- B/E: 95 / 138 , Gen_loss: -0.3631751 MI_loss: 22.073233 Detection error: 0.010117530822753906 time: 5:13:49.194843
- B/E: 96 / 138 , Gen_loss: -0.35475376 MI_loss: 21.684576 Detection error: 0.010114073753356934 time: 5:13:50.074221
- B/E: 97 / 138 , Gen_loss: -0.36510158 MI_loss: 22.041801 Detection error: 0.010106801986694336 time: 5:13:50.958861
- B/E: 98 / 138 , Gen_loss: -0.3437537 MI_loss: 20.738495 Detection error: 0.010098457336425781 time: 5:13:51.839873
- B/E: 99 / 138 , Gen_loss: -0.36574805 MI_loss: 22.09146 Detection error: 0.010095000267028809 time: 5:13:52.719318
- B/E: 100 / 138 , Gen_loss: -0.36473584 MI_loss: 22.16771 Detection error: 0.010100841522216797 time: 5:13:53.683435
- B/E: 101 / 138 , Gen_loss: -0.34796044 MI_loss: 21.14884 Detection error: 0.010103881359100342 time: 5:13:54.569649
- B/E: 102 / 138 , Gen_loss: -0.35839275 MI_loss: 21.778587 Detection error: 0.010097384452819824 time: 5:13:55.456605
- B/E: 103 / 138 , Gen_loss: -0.3566381 MI_loss: 21.586916 Detection error: 0.010101556777954102 time: 5:13:56.340697
- B/E: 104 / 138 , Gen_loss: -0.35734883 MI_loss: 21.728884 Detection error: 0.010106265544891357 time: 5:13:57.222601
- B/E: 105 / 138 , Gen_loss: -0.3516025 MI_loss: 21.396378 Detection error: 0.010099351406097412 time: 5:13:58.116693
- B/E: 106 / 138 , Gen_loss: -0.35187477 MI_loss: 21.496145 Detection error: 0.010104537010192871 time: 5:13:59.002419
- B/E: 107 / 138 , Gen_loss: -0.35384414 MI_loss: 21.477316 Detection error: 0.010105311870574951 time: 5:13:59.911805
- B/E: 108 / 138 , Gen_loss: -0.36815134 MI_loss: 22.364763 Detection error: 0.010110080242156982 time: 5:14:00.794224
- B/E: 109 / 138 , Gen_loss: -0.36114287 MI_loss: 21.840334 Detection error: 0.010104000568389893 time: 5:14:01.674679
- B/E: 110 / 138 , Gen_loss: -0.35827982 MI_loss: 21.671013 Detection error: 0.010098516941070557 time: 5:14:02.581308
- B/E: 111 / 138 , Gen_loss: -0.36290684 MI_loss: 21.913406 Detection error: 0.010095715522766113 time: 5:14:03.466433
- B/E: 112 / 138 , Gen_loss: -0.36592147 MI_loss: 22.063402 Detection error: 0.010095417499542236 time: 5:14:04.350208
- B/E: 113 / 138 , Gen_loss: -0.34880218 MI_loss: 21.247566 Detection error: 0.01010143756866455 time: 5:14:05.243036
- B/E: 114 / 138 , Gen_loss: -0.35569614 MI_loss: 21.679346 Detection error: 0.010096192359924316 time: 5:14:06.124366
- B/E: 115 / 138 , Gen_loss: -0.3585144 MI_loss: 21.684452 Detection error: 0.010097265243530273 time: 5:14:07.038192
- B/E: 116 / 138 , Gen_loss: -0.36619166 MI_loss: 22.109722 Detection error: 0.010095059871673584 time: 5:14:07.995694
- B/E: 117 / 138 , Gen_loss: -0.3513345 MI_loss: 21.438448 Detection error: 0.010096371173858643 time: 5:14:08.897874
- B/E: 118 / 138 , Gen_loss: -0.35352457 MI_loss: 21.44102 Detection error: 0.010094285011291504 time: 5:14:09.779151
- B/E: 119 / 138 , Gen_loss: -0.35968682 MI_loss: 21.777151 Detection error: 0.01008749008178711 time: 5:14:10.663305
- B/E: 120 / 138 , Gen_loss: -0.3525675 MI_loss: 21.408718 Detection error: 0.010086536407470703 time: 5:14:11.527992
- B/E: 121 / 138 , Gen_loss: -0.34888062 MI_loss: 21.201447 Detection error: 0.010094761848449707 time: 5:14:12.345230
- B/E: 122 / 138 , Gen_loss: -0.35875252 MI_loss: 21.681238 Detection error: 0.01009070873260498 time: 5:14:13.153145
- B/E: 123 / 138 , Gen_loss: -0.33900324 MI_loss: 20.400135 Detection error: 0.010080873966217041 time: 5:14:13.931324
- B/E: 124 / 138 , Gen_loss: -0.35292986 MI_loss: 21.407675 Detection error: 0.01008373498916626 time: 5:14:14.792652
- B/E: 125 / 138 , Gen_loss: -0.3592231 MI_loss: 21.782217 Detection error: 0.01008307933807373 time: 5:14:15.681270
- B/E: 126 / 138 , Gen_loss: -0.35739234 MI_loss: 21.682602 Detection error: 0.010093748569488525 time: 5:14:16.560613
- B/E: 127 / 138 , Gen_loss: -0.3519538 MI_loss: 21.44954 Detection error: 0.010091543197631836 time: 5:14:17.467102
- B/E: 128 / 138 , Gen_loss: -0.36169976 MI_loss: 22.021473 Detection error: 0.010095715522766113 time: 5:14:18.349705
- B/E: 129 / 138 , Gen_loss: -0.3639274 MI_loss: 22.112076 Detection error: 0.010103821754455566 time: 5:14:19.232492
- B/E: 130 / 138 , Gen_loss: -0.35931483 MI_loss: 21.841038 Detection error: 0.010107576847076416 time: 5:14:20.114694
- B/E: 131 / 138 , Gen_loss: -0.36195478 MI_loss: 21.7809 Detection error: 0.010106980800628662 time: 5:14:20.998986
- B/E: 132 / 138 , Gen_loss: -0.35452166 MI_loss: 21.422726 Detection error: 0.010106921195983887 time: 5:14:22.000126
- B/E: 133 / 138 , Gen_loss: -0.35695088 MI_loss: 21.786179 Detection error: 0.01010984182357788 time: 5:14:22.879171
- B/E: 134 / 138 , Gen_loss: -0.3520938 MI_loss: 21.362846 Detection error: 0.010113179683685303 time: 5:14:23.758995
- B/E: 135 / 138 , Gen_loss: -0.35895097 MI_loss: 21.674854 Detection error: 0.010114669799804688 time: 5:14:24.640509
- B/E: 136 / 138 , Gen_loss: -0.35062206 MI_loss: 21.431564 Detection error: 0.010122716426849365 time: 5:14:25.522998
- B/E: 137 / 138 , Gen_loss: -0.35706192 MI_loss: 21.413555 Detection error: 0.010121822357177734 time: 5:14:26.401724
- B/E: 138 / 138 , Gen_loss: -0.35905623 MI_loss: 21.694668 Detection error: 0.010127484798431396 time: 5:14:27.278423
- B/E: 139 / 138 , Gen_loss: -0.35939524 MI_loss: 21.821156 Detection error: 0.010137081146240234 time: 5:14:28.166917
- B/E: 140 / 138 , Gen_loss: -0.3463078 MI_loss: 21.077291 Detection error: 0.010134518146514893 time: 5:14:29.029852
- B/E: 141 / 138 , Gen_loss: -0.3604815 MI_loss: 21.769365 Detection error: 0.010131597518920898 time: 5:14:29.909612
- B/E: 142 / 138 , Gen_loss: -0.36389852 MI_loss: 22.028402 Detection error: 0.010131537914276123 time: 5:14:30.792861
- B/E: 143 / 138 , Gen_loss: -0.3609896 MI_loss: 21.83508 Detection error: 0.010128498077392578 time: 5:14:31.634700
- B/E: 144 / 138 , Gen_loss: -0.3579415 MI_loss: 21.625246 Detection error: 0.01013404130935669 time: 5:14:32.444142
- B/E: 145 / 138 , Gen_loss: -0.36383194 MI_loss: 22.112534 Detection error: 0.010141253471374512 time: 5:14:33.367727
- B/E: 146 / 138 , Gen_loss: -0.34854984 MI_loss: 21.047548 Detection error: 0.010143935680389404 time: 5:14:34.195387
- B/E: 147 / 138 , Gen_loss: -0.3558275 MI_loss: 21.51208 Detection error: 0.010150730609893799 time: 5:14:34.995331
- B/E: 148 / 138 , Gen_loss: -0.36326227 MI_loss: 22.051596 Detection error: 0.01015019416809082 time: 5:14:35.850145
- B/E: 149 / 138 , Gen_loss: -0.36396998 MI_loss: 22.148354 Detection error: 0.01015770435333252 time: 5:14:36.650300
-
- Test Loss: 10.355184 Test Error: 0.010858356952667236
- -----
- EPOCH: 139
- B/E: 0 / 139 , Gen_loss: -0.36407414 MI_loss: 22.03997 Detection error: 0.011250019073486328 time: 5:14:38.577473
- B/E: 1 / 139 , Gen_loss: -0.34652492 MI_loss: 21.113998 Detection error: 0.010718762874603271 time: 5:14:56.661999
- B/E: 2 / 139 , Gen_loss: -0.35449246 MI_loss: 21.34213 Detection error: 0.010479152202606201 time: 5:14:57.569846
- B/E: 3 / 139 , Gen_loss: -0.35018724 MI_loss: 21.209497 Detection error: 0.01035153865814209 time: 5:14:58.449655
- B/E: 4 / 139 , Gen_loss: -0.3609671 MI_loss: 21.85025 Detection error: 0.010206222534179688 time: 5:14:59.306113
- B/E: 5 / 139 , Gen_loss: -0.35307783 MI_loss: 21.480299 Detection error: 0.010281264781951904 time: 5:15:00.097249
- B/E: 6 / 139 , Gen_loss: -0.35741025 MI_loss: 21.894487 Detection error: 0.010299086570739746 time: 5:15:00.869410
- B/E: 7 / 139 , Gen_loss: -0.35200468 MI_loss: 21.446945 Detection error: 0.010343730449676514 time: 5:15:01.634723
- B/E: 8 / 139 , Gen_loss: -0.35163206 MI_loss: 21.360538 Detection error: 0.010222196578979492 time: 5:15:02.527494
- B/E: 9 / 139 , Gen_loss: -0.36135355 MI_loss: 21.83582 Detection error: 0.010203123092651367 time: 5:15:03.406800
- B/E: 10 / 139 , Gen_loss: -0.3673228 MI_loss: 22.208868 Detection error: 0.010201692581176758 time: 5:15:04.395740
- B/E: 11 / 139 , Gen_loss: -0.3591045 MI_loss: 21.683722 Detection error: 0.010249972343444824 time: 5:15:05.277982
- B/E: 12 / 139 , Gen_loss: -0.35505626 MI_loss: 21.518873 Detection error: 0.010307669639587402 time: 5:15:06.156635
- B/E: 13 / 139 , Gen_loss: -0.36512586 MI_loss: 22.146032 Detection error: 0.010308027267456055 time: 5:15:07.037821
- B/E: 14 / 139 , Gen_loss: -0.34838054 MI_loss: 21.143276 Detection error: 0.010285437107086182 time: 5:15:07.926676
- B/E: 15 / 139 , Gen_loss: -0.3529895 MI_loss: 21.393888 Detection error: 0.010259747505187988 time: 5:15:08.806155
- B/E: 16 / 139 , Gen_loss: -0.36013648 MI_loss: 21.715801 Detection error: 0.010211408138275146 time: 5:15:09.691315
- B/E: 17 / 139 , Gen_loss: -0.35230833 MI_loss: 21.195827 Detection error: 0.010196208953857422 time: 5:15:10.598475
- B/E: 18 / 139 , Gen_loss: -0.36097717 MI_loss: 21.791496 Detection error: 0.010185837745666504 time: 5:15:11.479809
- B/E: 19 / 139 , Gen_loss: -0.35562667 MI_loss: 21.669134 Detection error: 0.010176539421081543 time: 5:15:12.362041
- B/E: 20 / 139 , Gen_loss: -0.35185426 MI_loss: 21.316923 Detection error: 0.010175585746765137 time: 5:15:13.245201
- B/E: 21 / 139 , Gen_loss: -0.35034716 MI_loss: 21.36264 Detection error: 0.010180413722991943 time: 5:15:14.131690
- B/E: 22 / 139 , Gen_loss: -0.3630133 MI_loss: 22.01917 Detection error: 0.010172545909881592 time: 5:15:15.011442
- B/E: 23 / 139 , Gen_loss: -0.35913643 MI_loss: 21.728643 Detection error: 0.010154962539672852 time: 5:15:15.892804
- B/E: 24 / 139 , Gen_loss: -0.35461465 MI_loss: 21.367847 Detection error: 0.010151267051696777 time: 5:15:16.777049
- B/E: 25 / 139 , Gen_loss: -0.35411304 MI_loss: 21.455925 Detection error: 0.01016223430633545 time: 5:15:17.747457
- B/E: 26 / 139 , Gen_loss: -0.3569288 MI_loss: 21.757385 Detection error: 0.010223388671875 time: 5:15:18.542504
- B/E: 27 / 139 , Gen_loss: -0.35147896 MI_loss: 21.351109 Detection error: 0.010244429111480713 time: 5:15:19.346941
- B/E: 28 / 139 , Gen_loss: -0.36561295 MI_loss: 22.139925 Detection error: 0.010242462158203125 time: 5:15:20.224995
- B/E: 29 / 139 , Gen_loss: -0.36475903 MI_loss: 22.294321 Detection error: 0.010265648365020752 time: 5:15:21.120156
- B/E: 30 / 139 , Gen_loss: -0.35939485 MI_loss: 21.887962 Detection error: 0.010232865810394287 time: 5:15:21.946622
- B/E: 31 / 139 , Gen_loss: -0.35556063 MI_loss: 21.58643 Detection error: 0.010212898254394531 time: 5:15:22.714000
- B/E: 32 / 139 , Gen_loss: -0.3547496 MI_loss: 21.692486 Detection error: 0.010213077068328857 time: 5:15:23.596999
- B/E: 33 / 139 , Gen_loss: -0.35488096 MI_loss: 21.495121 Detection error: 0.0101737380027771 time: 5:15:24.482292
- B/E: 34 / 139 , Gen_loss: -0.35650218 MI_loss: 21.839954 Detection error: 0.010165154933929443 time: 5:15:25.368762
- B/E: 35 / 139 , Gen_loss: -0.35150763 MI_loss: 21.346252 Detection error: 0.010169267654418945 time: 5:15:26.246100
- B/E: 36 / 139 , Gen_loss: -0.35297135 MI_loss: 21.353771 Detection error: 0.010169744491577148 time: 5:15:27.149521
- B/E: 37 / 139 , Gen_loss: -0.35342175 MI_loss: 21.407974 Detection error: 0.01016777753829956 time: 5:15:28.031534
- B/E: 38 / 139 , Gen_loss: -0.35910383 MI_loss: 21.867535 Detection error: 0.010182678699493408 time: 5:15:28.911825
- B/E: 39 / 139 , Gen_loss: -0.36309564 MI_loss: 21.997093 Detection error: 0.010172665119171143 time: 5:15:29.790976
- B/E: 40 / 139 , Gen_loss: -0.35420966 MI_loss: 21.41066 Detection error: 0.010165393352508545 time: 5:15:30.660998
- B/E: 41 / 139 , Gen_loss: -0.35503793 MI_loss: 21.482811 Detection error: 0.010162949562072754 time: 5:15:31.629498
- B/E: 42 / 139 , Gen_loss: -0.36187795 MI_loss: 21.992554 Detection error: 0.010149002075195312 time: 5:15:32.513187
- B/E: 43 / 139 , Gen_loss: -0.35350284 MI_loss: 21.252401 Detection error: 0.010152697563171387 time: 5:15:33.390385
- B/E: 44 / 139 , Gen_loss: -0.34433714 MI_loss: 20.85425 Detection error: 0.010161101818084717 time: 5:15:34.275714
- B/E: 45 / 139 , Gen_loss: -0.36064792 MI_loss: 21.888138 Detection error: 0.010169148445129395 time: 5:15:35.156278
- B/E: 46 / 139 , Gen_loss: -0.3558509 MI_loss: 21.62116 Detection error: 0.010180830955505371 time: 5:15:36.035167
- B/E: 47 / 139 , Gen_loss: -0.35853174 MI_loss: 21.64037 Detection error: 0.010180354118347168 time: 5:15:36.918713
- B/E: 48 / 139 , Gen_loss: -0.35626096 MI_loss: 21.73134 Detection error: 0.01019895076751709 time: 5:15:37.801747
- B/E: 49 / 139 , Gen_loss: -0.36078563 MI_loss: 21.735876 Detection error: 0.01018434762954712 time: 5:15:38.703343
- B/E: 50 / 139 , Gen_loss: -0.35854396 MI_loss: 21.938513 Detection error: 0.01019054651260376 time: 5:15:39.585583
- B/E: 51 / 139 , Gen_loss: -0.36007902 MI_loss: 21.863213 Detection error: 0.010197699069976807 time: 5:15:40.467474
- B/E: 52 / 139 , Gen_loss: -0.3647563 MI_loss: 22.094074 Detection error: 0.010191023349761963 time: 5:15:41.343466
- B/E: 53 / 139 , Gen_loss: -0.3684118 MI_loss: 22.30595 Detection error: 0.010204851627349854 time: 5:15:42.214401
- B/E: 54 / 139 , Gen_loss: -0.36262077 MI_loss: 21.864346 Detection error: 0.010197699069976807 time: 5:15:42.989804
- B/E: 55 / 139 , Gen_loss: -0.3591047 MI_loss: 21.66906 Detection error: 0.01018136739730835 time: 5:15:43.809356
- B/E: 56 / 139 , Gen_loss: -0.36096767 MI_loss: 21.950834 Detection error: 0.010166645050048828 time: 5:15:44.620537
- B/E: 57 / 139 , Gen_loss: -0.36482137 MI_loss: 21.984985 Detection error: 0.010164856910705566 time: 5:15:45.503086
- B/E: 58 / 139 , Gen_loss: -0.35487974 MI_loss: 21.578003 Detection error: 0.01015251874923706 time: 5:15:46.310195
- B/E: 59 / 139 , Gen_loss: -0.35650393 MI_loss: 21.644754 Detection error: 0.010179698467254639 time: 5:15:47.096192
- B/E: 60 / 139 , Gen_loss: -0.36278114 MI_loss: 21.96391 Detection error: 0.010182380676269531 time: 5:15:47.937211
- B/E: 61 / 139 , Gen_loss: -0.3447978 MI_loss: 20.95863 Detection error: 0.01017087697982788 time: 5:15:48.814612
- B/E: 62 / 139 , Gen_loss: -0.3665436 MI_loss: 22.303951 Detection error: 0.010178565979003906 time: 5:15:49.690608
- B/E: 63 / 139 , Gen_loss: -0.3585228 MI_loss: 21.706167 Detection error: 0.01017528772354126 time: 5:15:50.570885
- B/E: 64 / 139 , Gen_loss: -0.34600383 MI_loss: 20.922068 Detection error: 0.01017308235168457 time: 5:15:51.450799
- B/E: 65 / 139 , Gen_loss: -0.35184145 MI_loss: 21.389385 Detection error: 0.01017141342163086 time: 5:15:52.272971
- B/E: 66 / 139 , Gen_loss: -0.36584458 MI_loss: 22.114424 Detection error: 0.010175347328186035 time: 5:15:53.058326
- B/E: 67 / 139 , Gen_loss: -0.36085844 MI_loss: 21.891613 Detection error: 0.01016312837600708 time: 5:15:53.850504
- B/E: 68 / 139 , Gen_loss: -0.352852 MI_loss: 21.419186 Detection error: 0.010163068771362305 time: 5:15:54.625167
- B/E: 69 / 139 , Gen_loss: -0.35854337 MI_loss: 21.750902 Detection error: 0.010176360607147217 time: 5:15:55.437164
- B/E: 70 / 139 , Gen_loss: -0.36528313 MI_loss: 22.331425 Detection error: 0.010169029235839844 time: 5:15:56.303349
- B/E: 71 / 139 , Gen_loss: -0.35438973 MI_loss: 21.540962 Detection error: 0.010167121887207031 time: 5:15:57.212293
- B/E: 72 / 139 , Gen_loss: -0.3602615 MI_loss: 21.905052 Detection error: 0.010165214538574219 time: 5:15:58.094066
- B/E: 73 / 139 , Gen_loss: -0.35033062 MI_loss: 21.394192 Detection error: 0.010167241096496582 time: 5:15:59.062198
- B/E: 74 / 139 , Gen_loss: -0.35871768 MI_loss: 21.877415 Detection error: 0.010158777236938477 time: 5:15:59.971802
- B/E: 75 / 139 , Gen_loss: -0.35379466 MI_loss: 21.404219 Detection error: 0.01015627384185791 time: 5:16:00.877876
- B/E: 76 / 139 , Gen_loss: -0.359678 MI_loss: 21.891573 Detection error: 0.010159075260162354 time: 5:16:01.761861
- B/E: 77 / 139 , Gen_loss: -0.3489117 MI_loss: 21.153046 Detection error: 0.010153055191040039 time: 5:16:02.644633
- B/E: 78 / 139 , Gen_loss: -0.36170903 MI_loss: 21.955523 Detection error: 0.010149896144866943 time: 5:16:03.540520
- B/E: 79 / 139 , Gen_loss: -0.35286105 MI_loss: 21.478477 Detection error: 0.010158956050872803 time: 5:16:04.420365
- B/E: 80 / 139 , Gen_loss: -0.3587025 MI_loss: 21.896683 Detection error: 0.010170936584472656 time: 5:16:05.318564
- B/E: 81 / 139 , Gen_loss: -0.361449 MI_loss: 21.890991 Detection error: 0.010159313678741455 time: 5:16:06.202269
- B/E: 82 / 139 , Gen_loss: -0.36241272 MI_loss: 21.840878 Detection error: 0.010160744190216064 time: 5:16:07.099918
- B/E: 83 / 139 , Gen_loss: -0.36052555 MI_loss: 21.78401 Detection error: 0.01015925407409668 time: 5:16:07.980496
- B/E: 84 / 139 , Gen_loss: -0.353812 MI_loss: 21.477072 Detection error: 0.01015406847000122 time: 5:16:08.860458
- B/E: 85 / 139 , Gen_loss: -0.34967133 MI_loss: 21.240969 Detection error: 0.01013481616973877 time: 5:16:09.736749
- B/E: 86 / 139 , Gen_loss: -0.3542053 MI_loss: 21.32539 Detection error: 0.010136127471923828 time: 5:16:10.620737
- B/E: 87 / 139 , Gen_loss: -0.35064185 MI_loss: 21.192738 Detection error: 0.010116815567016602 time: 5:16:11.504396
- B/E: 88 / 139 , Gen_loss: -0.37077585 MI_loss: 22.520964 Detection error: 0.010108470916748047 time: 5:16:12.386698
- B/E: 89 / 139 , Gen_loss: -0.35348997 MI_loss: 21.469995 Detection error: 0.01011735200881958 time: 5:16:13.361965
- B/E: 90 / 139 , Gen_loss: -0.35613033 MI_loss: 21.616299 Detection error: 0.010116100311279297 time: 5:16:14.175573
- B/E: 91 / 139 , Gen_loss: -0.35723597 MI_loss: 21.82043 Detection error: 0.010125696659088135 time: 5:16:14.993067
- B/E: 92 / 139 , Gen_loss: -0.354568 MI_loss: 21.455875 Detection error: 0.010117292404174805 time: 5:16:15.922795
- B/E: 93 / 139 , Gen_loss: -0.35876748 MI_loss: 21.753046 Detection error: 0.01011437177658081 time: 5:16:16.801826
- B/E: 94 / 139 , Gen_loss: -0.35896385 MI_loss: 21.84268 Detection error: 0.01012730598449707 time: 5:16:17.685026
- B/E: 95 / 139 , Gen_loss: -0.34629163 MI_loss: 21.163311 Detection error: 0.010129213333129883 time: 5:16:18.566638
- B/E: 96 / 139 , Gen_loss: -0.3557566 MI_loss: 21.578447 Detection error: 0.010128200054168701 time: 5:16:19.446895
- B/E: 97 / 139 , Gen_loss: -0.36478293 MI_loss: 21.915155 Detection error: 0.010116100311279297 time: 5:16:20.329292
- B/E: 98 / 139 , Gen_loss: -0.34829146 MI_loss: 21.0269 Detection error: 0.010107934474945068 time: 5:16:21.209442
- B/E: 99 / 139 , Gen_loss: -0.36079 MI_loss: 21.851719 Detection error: 0.01010221242904663 time: 5:16:22.090337
- B/E: 100 / 139 , Gen_loss: -0.35860687 MI_loss: 21.801804 Detection error: 0.01010984182357788 time: 5:16:22.966877
- B/E: 101 / 139 , Gen_loss: -0.3602965 MI_loss: 21.846767 Detection error: 0.010111808776855469 time: 5:16:23.852331
- B/E: 102 / 139 , Gen_loss: -0.36689714 MI_loss: 22.281828 Detection error: 0.010111629962921143 time: 5:16:24.732779
- B/E: 103 / 139 , Gen_loss: -0.3643465 MI_loss: 22.179134 Detection error: 0.010108768939971924 time: 5:16:25.612796
- B/E: 104 / 139 , Gen_loss: -0.3506731 MI_loss: 21.321194 Detection error: 0.010109245777130127 time: 5:16:26.498413
- B/E: 105 / 139 , Gen_loss: -0.35724804 MI_loss: 21.60523 Detection error: 0.010107874870300293 time: 5:16:27.474113
- B/E: 106 / 139 , Gen_loss: -0.35176563 MI_loss: 21.5557 Detection error: 0.010112762451171875 time: 5:16:28.397448
- B/E: 107 / 139 , Gen_loss: -0.36204845 MI_loss: 22.01947 Detection error: 0.0101090669631958 time: 5:16:29.273668
- B/E: 108 / 139 , Gen_loss: -0.3541935 MI_loss: 21.690023 Detection error: 0.010116994380950928 time: 5:16:30.150848
- B/E: 109 / 139 , Gen_loss: -0.36882916 MI_loss: 22.185663 Detection error: 0.010105133056640625 time: 5:16:31.031136
- B/E: 110 / 139 , Gen_loss: -0.35773835 MI_loss: 21.595877 Detection error: 0.010095417499542236 time: 5:16:31.906966
- B/E: 111 / 139 , Gen_loss: -0.36411765 MI_loss: 22.111546 Detection error: 0.010095417499542236 time: 5:16:32.788485
- B/E: 112 / 139 , Gen_loss: -0.35195002 MI_loss: 21.447533 Detection error: 0.010098159313201904 time: 5:16:33.677355
- B/E: 113 / 139 , Gen_loss: -0.36130318 MI_loss: 22.063091 Detection error: 0.01009678840637207 time: 5:16:34.555357
- B/E: 114 / 139 , Gen_loss: -0.36042288 MI_loss: 21.955303 Detection error: 0.01009756326675415 time: 5:16:35.434875
- B/E: 115 / 139 , Gen_loss: -0.37001562 MI_loss: 22.30944 Detection error: 0.010097265243530273 time: 5:16:36.315935
- B/E: 116 / 139 , Gen_loss: -0.36721116 MI_loss: 22.345442 Detection error: 0.010092973709106445 time: 5:16:37.202592
- B/E: 117 / 139 , Gen_loss: -0.36038688 MI_loss: 21.948507 Detection error: 0.01009589433670044 time: 5:16:38.078667
- B/E: 118 / 139 , Gen_loss: -0.35410422 MI_loss: 21.396065 Detection error: 0.010093212127685547 time: 5:16:38.964640
- B/E: 119 / 139 , Gen_loss: -0.35970607 MI_loss: 21.839989 Detection error: 0.010093986988067627 time: 5:16:39.874350
- B/E: 120 / 139 , Gen_loss: -0.35061002 MI_loss: 21.371223 Detection error: 0.010088860988616943 time: 5:16:40.756039
- B/E: 121 / 139 , Gen_loss: -0.35782787 MI_loss: 21.856012 Detection error: 0.010096073150634766 time: 5:16:41.708982
- B/E: 122 / 139 , Gen_loss: -0.36557263 MI_loss: 22.213272 Detection error: 0.010091960430145264 time: 5:16:42.590868
- B/E: 123 / 139 , Gen_loss: -0.3506483 MI_loss: 21.300726 Detection error: 0.010083913803100586 time: 5:16:43.487471
- B/E: 124 / 139 , Gen_loss: -0.35840434 MI_loss: 21.737837 Detection error: 0.010088503360748291 time: 5:16:44.292512
- B/E: 125 / 139 , Gen_loss: -0.35755208 MI_loss: 21.606398 Detection error: 0.010087072849273682 time: 5:16:45.084998
- B/E: 126 / 139 , Gen_loss: -0.3538889 MI_loss: 21.512468 Detection error: 0.010092020034790039 time: 5:16:45.874430
- B/E: 127 / 139 , Gen_loss: -0.3519351 MI_loss: 21.40322 Detection error: 0.010095000267028809 time: 5:16:46.788905
- B/E: 128 / 139 , Gen_loss: -0.3534586 MI_loss: 21.402601 Detection error: 0.010099589824676514 time: 5:16:47.672918
- B/E: 129 / 139 , Gen_loss: -0.35157552 MI_loss: 21.414951 Detection error: 0.010104060173034668 time: 5:16:48.563709
- B/E: 130 / 139 , Gen_loss: -0.3597344 MI_loss: 21.85165 Detection error: 0.010111391544342041 time: 5:16:49.390129
- B/E: 131 / 139 , Gen_loss: -0.34885997 MI_loss: 21.080557 Detection error: 0.010116934776306152 time: 5:16:50.181824
- B/E: 132 / 139 , Gen_loss: -0.35411936 MI_loss: 21.473711 Detection error: 0.010116517543792725 time: 5:16:51.062359
- B/E: 133 / 139 , Gen_loss: -0.35528404 MI_loss: 21.528114 Detection error: 0.010119855403900146 time: 5:16:51.939013
- B/E: 134 / 139 , Gen_loss: -0.35437018 MI_loss: 21.668488 Detection error: 0.010128915309906006 time: 5:16:52.822731
- B/E: 135 / 139 , Gen_loss: -0.35735434 MI_loss: 21.648743 Detection error: 0.010130763053894043 time: 5:16:53.704721
- B/E: 136 / 139 , Gen_loss: -0.36203915 MI_loss: 21.95908 Detection error: 0.010132074356079102 time: 5:16:54.590983
- B/E: 137 / 139 , Gen_loss: -0.35437453 MI_loss: 21.417688 Detection error: 0.010135412216186523 time: 5:16:55.561849
- B/E: 138 / 139 , Gen_loss: -0.36662668 MI_loss: 22.209991 Detection error: 0.010140538215637207 time: 5:16:56.443248
- B/E: 139 / 139 , Gen_loss: -0.36550862 MI_loss: 22.206486 Detection error: 0.010144412517547607 time: 5:16:57.325351
- B/E: 140 / 139 , Gen_loss: -0.3550292 MI_loss: 21.483742 Detection error: 0.010142743587493896 time: 5:16:58.201769
- B/E: 141 / 139 , Gen_loss: -0.35918665 MI_loss: 21.741144 Detection error: 0.010144829750061035 time: 5:16:59.076626
- B/E: 142 / 139 , Gen_loss: -0.35678524 MI_loss: 21.715757 Detection error: 0.010143816471099854 time: 5:16:59.962890
- B/E: 143 / 139 , Gen_loss: -0.3601274 MI_loss: 21.86795 Detection error: 0.010140419006347656 time: 5:17:00.845294
- B/E: 144 / 139 , Gen_loss: -0.35398057 MI_loss: 21.432247 Detection error: 0.010148465633392334 time: 5:17:01.720004
- B/E: 145 / 139 , Gen_loss: -0.35169876 MI_loss: 21.257786 Detection error: 0.010151982307434082 time: 5:17:02.601556
- B/E: 146 / 139 , Gen_loss: -0.3637254 MI_loss: 21.929653 Detection error: 0.010156869888305664 time: 5:17:03.484902
- B/E: 147 / 139 , Gen_loss: -0.35810274 MI_loss: 21.740301 Detection error: 0.010163426399230957 time: 5:17:04.369522
- B/E: 148 / 139 , Gen_loss: -0.36354345 MI_loss: 22.062393 Detection error: 0.010164022445678711 time: 5:17:05.250668
- B/E: 149 / 139 , Gen_loss: -0.34983832 MI_loss: 21.374273 Detection error: 0.010169804096221924 time: 5:17:06.133495
-
- Test Loss: 10.349213 Test Error: 0.010883331298828125
- -----
- EPOCH: 140
- B/E: 0 / 140 , Gen_loss: -0.35876432 MI_loss: 21.730892 Detection error: 0.011031270027160645 time: 5:17:08.108320
- B/E: 1 / 140 , Gen_loss: -0.34417027 MI_loss: 20.827106 Detection error: 0.010718762874603271 time: 5:17:26.301063
- B/E: 2 / 140 , Gen_loss: -0.35363513 MI_loss: 21.455297 Detection error: 0.010229170322418213 time: 5:17:27.321969
- B/E: 3 / 140 , Gen_loss: -0.35598063 MI_loss: 21.653036 Detection error: 0.010312497615814209 time: 5:17:28.211817
- B/E: 4 / 140 , Gen_loss: -0.35364148 MI_loss: 21.490475 Detection error: 0.010206222534179688 time: 5:17:29.188141
- B/E: 5 / 140 , Gen_loss: -0.35438886 MI_loss: 21.625454 Detection error: 0.010270833969116211 time: 5:17:30.080517
- B/E: 6 / 140 , Gen_loss: -0.35607246 MI_loss: 21.635967 Detection error: 0.010267853736877441 time: 5:17:30.960536
- B/E: 7 / 140 , Gen_loss: -0.35907322 MI_loss: 21.865639 Detection error: 0.01021486520767212 time: 5:17:31.867126
- B/E: 8 / 140 , Gen_loss: -0.36175534 MI_loss: 21.712986 Detection error: 0.010152757167816162 time: 5:17:32.757265
- B/E: 9 / 140 , Gen_loss: -0.36305577 MI_loss: 22.079874 Detection error: 0.010137498378753662 time: 5:17:33.639474
- B/E: 10 / 140 , Gen_loss: -0.35846797 MI_loss: 21.722647 Detection error: 0.010201692581176758 time: 5:17:34.520659
- B/E: 11 / 140 , Gen_loss: -0.36184418 MI_loss: 21.916939 Detection error: 0.010192692279815674 time: 5:17:35.400024
- B/E: 12 / 140 , Gen_loss: -0.34712267 MI_loss: 21.011654 Detection error: 0.010269224643707275 time: 5:17:36.281356
- B/E: 13 / 140 , Gen_loss: -0.34630227 MI_loss: 21.107595 Detection error: 0.010281264781951904 time: 5:17:37.161766
- B/E: 14 / 140 , Gen_loss: -0.35650328 MI_loss: 21.542171 Detection error: 0.010279178619384766 time: 5:17:38.041635
- B/E: 15 / 140 , Gen_loss: -0.3528039 MI_loss: 21.39067 Detection error: 0.010216772556304932 time: 5:17:38.938891
- B/E: 16 / 140 , Gen_loss: -0.3592743 MI_loss: 21.656422 Detection error: 0.010172784328460693 time: 5:17:39.822006
- B/E: 17 / 140 , Gen_loss: -0.36463848 MI_loss: 21.978514 Detection error: 0.010187506675720215 time: 5:17:40.705447
- B/E: 18 / 140 , Gen_loss: -0.3553942 MI_loss: 21.57362 Detection error: 0.01015627384185791 time: 5:17:41.665301
- B/E: 19 / 140 , Gen_loss: -0.35632193 MI_loss: 21.749332 Detection error: 0.010129690170288086 time: 5:17:42.582074
- B/E: 20 / 140 , Gen_loss: -0.34997174 MI_loss: 21.162922 Detection error: 0.010151803493499756 time: 5:17:43.464453
- B/E: 21 / 140 , Gen_loss: -0.36207047 MI_loss: 21.930368 Detection error: 0.010150551795959473 time: 5:17:44.346778
- B/E: 22 / 140 , Gen_loss: -0.35948443 MI_loss: 21.691408 Detection error: 0.010110080242156982 time: 5:17:45.232276
- B/E: 23 / 140 , Gen_loss: -0.36292997 MI_loss: 21.967907 Detection error: 0.010136723518371582 time: 5:17:46.113469
- B/E: 24 / 140 , Gen_loss: -0.3549635 MI_loss: 21.596615 Detection error: 0.010151267051696777 time: 5:17:46.996963
- B/E: 25 / 140 , Gen_loss: -0.35241127 MI_loss: 21.26197 Detection error: 0.010151445865631104 time: 5:17:47.878672
- B/E: 26 / 140 , Gen_loss: -0.3601797 MI_loss: 21.907677 Detection error: 0.01021641492843628 time: 5:17:48.757739
- B/E: 27 / 140 , Gen_loss: -0.35971862 MI_loss: 21.817234 Detection error: 0.010221004486083984 time: 5:17:49.639055
- B/E: 28 / 140 , Gen_loss: -0.35092267 MI_loss: 21.250164 Detection error: 0.01020580530166626 time: 5:17:50.521345
- B/E: 29 / 140 , Gen_loss: -0.3525967 MI_loss: 21.463223 Detection error: 0.010231256484985352 time: 5:17:51.402732
- B/E: 30 / 140 , Gen_loss: -0.35639796 MI_loss: 21.500854 Detection error: 0.01019960641860962 time: 5:17:52.286673
- B/E: 31 / 140 , Gen_loss: -0.3470883 MI_loss: 20.985939 Detection error: 0.010193347930908203 time: 5:17:53.254633
- B/E: 32 / 140 , Gen_loss: -0.34751487 MI_loss: 21.091934 Detection error: 0.010199785232543945 time: 5:17:54.137786
- B/E: 33 / 140 , Gen_loss: -0.35257676 MI_loss: 21.310827 Detection error: 0.010168194770812988 time: 5:17:55.023657
- B/E: 34 / 140 , Gen_loss: -0.34682435 MI_loss: 21.00468 Detection error: 0.010166943073272705 time: 5:17:55.902169
- B/E: 35 / 140 , Gen_loss: -0.34875447 MI_loss: 21.22224 Detection error: 0.010146677494049072 time: 5:17:56.808526
- B/E: 36 / 140 , Gen_loss: -0.36271572 MI_loss: 21.984322 Detection error: 0.010149478912353516 time: 5:17:57.688859
- B/E: 37 / 140 , Gen_loss: -0.35609967 MI_loss: 21.414364 Detection error: 0.010143101215362549 time: 5:17:58.588298
- B/E: 38 / 140 , Gen_loss: -0.34643596 MI_loss: 21.084675 Detection error: 0.01015782356262207 time: 5:17:59.465224
- B/E: 39 / 140 , Gen_loss: -0.35757393 MI_loss: 21.477783 Detection error: 0.010146856307983398 time: 5:18:00.349010
- B/E: 40 / 140 , Gen_loss: -0.36086094 MI_loss: 21.861597 Detection error: 0.010142505168914795 time: 5:18:01.164536
- B/E: 41 / 140 , Gen_loss: -0.3667196 MI_loss: 22.2487 Detection error: 0.01013094186782837 time: 5:18:02.035644
- B/E: 42 / 140 , Gen_loss: -0.3569389 MI_loss: 21.71464 Detection error: 0.010124266147613525 time: 5:18:02.921966
- B/E: 43 / 140 , Gen_loss: -0.35408828 MI_loss: 21.218084 Detection error: 0.01012641191482544 time: 5:18:03.815696
- B/E: 44 / 140 , Gen_loss: -0.35639897 MI_loss: 21.67402 Detection error: 0.010134696960449219 time: 5:18:04.718244
- B/E: 45 / 140 , Gen_loss: -0.35619277 MI_loss: 21.532124 Detection error: 0.01014399528503418 time: 5:18:05.600550
- B/E: 46 / 140 , Gen_loss: -0.35319358 MI_loss: 21.434692 Detection error: 0.010153591632843018 time: 5:18:06.483823
- B/E: 47 / 140 , Gen_loss: -0.35425168 MI_loss: 21.459663 Detection error: 0.010149061679840088 time: 5:18:07.369797
- B/E: 48 / 140 , Gen_loss: -0.35598022 MI_loss: 21.586279 Detection error: 0.01017153263092041 time: 5:18:08.345664
- B/E: 49 / 140 , Gen_loss: -0.35424072 MI_loss: 21.613379 Detection error: 0.010176241397857666 time: 5:18:09.225582
- B/E: 50 / 140 , Gen_loss: -0.3558656 MI_loss: 21.574135 Detection error: 0.010172784328460693 time: 5:18:10.106231
- B/E: 51 / 140 , Gen_loss: -0.35940722 MI_loss: 21.766937 Detection error: 0.010177910327911377 time: 5:18:10.987547
- B/E: 52 / 140 , Gen_loss: -0.35250676 MI_loss: 21.337942 Detection error: 0.010168612003326416 time: 5:18:11.867487
- B/E: 53 / 140 , Gen_loss: -0.36809674 MI_loss: 22.256237 Detection error: 0.010186910629272461 time: 5:18:12.752181
- B/E: 54 / 140 , Gen_loss: -0.3563086 MI_loss: 21.512196 Detection error: 0.010182380676269531 time: 5:18:13.644815
- B/E: 55 / 140 , Gen_loss: -0.36034593 MI_loss: 21.761782 Detection error: 0.010167956352233887 time: 5:18:14.520023
- B/E: 56 / 140 , Gen_loss: -0.3529509 MI_loss: 21.282436 Detection error: 0.010151326656341553 time: 5:18:15.402739
- B/E: 57 / 140 , Gen_loss: -0.36314055 MI_loss: 21.987766 Detection error: 0.010150313377380371 time: 5:18:16.281797
- B/E: 58 / 140 , Gen_loss: -0.36622664 MI_loss: 22.1632 Detection error: 0.010138213634490967 time: 5:18:17.161083
- B/E: 59 / 140 , Gen_loss: -0.35058957 MI_loss: 21.194397 Detection error: 0.010168254375457764 time: 5:18:18.043575
- B/E: 60 / 140 , Gen_loss: -0.35221514 MI_loss: 21.369658 Detection error: 0.010163962841033936 time: 5:18:18.929775
- B/E: 61 / 140 , Gen_loss: -0.34577096 MI_loss: 20.978895 Detection error: 0.010158777236938477 time: 5:18:19.731631
- B/E: 62 / 140 , Gen_loss: -0.361815 MI_loss: 21.949205 Detection error: 0.010160684585571289 time: 5:18:20.527927
- B/E: 63 / 140 , Gen_loss: -0.3615556 MI_loss: 21.93613 Detection error: 0.010158181190490723 time: 5:18:21.374924
- B/E: 64 / 140 , Gen_loss: -0.35931408 MI_loss: 21.770794 Detection error: 0.01015627384185791 time: 5:18:22.157046
- B/E: 65 / 140 , Gen_loss: -0.36077562 MI_loss: 21.89077 Detection error: 0.010163366794586182 time: 5:18:22.927479
- B/E: 66 / 140 , Gen_loss: -0.35373548 MI_loss: 21.479134 Detection error: 0.01015251874923706 time: 5:18:23.700652
- B/E: 67 / 140 , Gen_loss: -0.359224 MI_loss: 21.770016 Detection error: 0.01014477014541626 time: 5:18:24.565726
- B/E: 68 / 140 , Gen_loss: -0.3556117 MI_loss: 21.470667 Detection error: 0.010149896144866943 time: 5:18:25.447439
- B/E: 69 / 140 , Gen_loss: -0.34641054 MI_loss: 21.10793 Detection error: 0.010159850120544434 time: 5:18:26.325961
- B/E: 70 / 140 , Gen_loss: -0.36702707 MI_loss: 22.166416 Detection error: 0.010151863098144531 time: 5:18:27.211133
- B/E: 71 / 140 , Gen_loss: -0.35449475 MI_loss: 21.489193 Detection error: 0.01015406847000122 time: 5:18:28.015647
- B/E: 72 / 140 , Gen_loss: -0.35909748 MI_loss: 21.882664 Detection error: 0.010146856307983398 time: 5:18:28.794931
- B/E: 73 / 140 , Gen_loss: -0.3552073 MI_loss: 21.58009 Detection error: 0.010152041912078857 time: 5:18:29.569134
- B/E: 74 / 140 , Gen_loss: -0.35037288 MI_loss: 21.355991 Detection error: 0.010140001773834229 time: 5:18:30.357924
- B/E: 75 / 140 , Gen_loss: -0.3449131 MI_loss: 21.100307 Detection error: 0.010141849517822266 time: 5:18:31.209318
- B/E: 76 / 140 , Gen_loss: -0.3569519 MI_loss: 21.671568 Detection error: 0.010146081447601318 time: 5:18:32.090250
- B/E: 77 / 140 , Gen_loss: -0.3598524 MI_loss: 21.906307 Detection error: 0.010143458843231201 time: 5:18:32.968075
- B/E: 78 / 140 , Gen_loss: -0.3532207 MI_loss: 21.281677 Detection error: 0.010136842727661133 time: 5:18:33.847389
- B/E: 79 / 140 , Gen_loss: -0.34790543 MI_loss: 21.148487 Detection error: 0.010146856307983398 time: 5:18:34.817138
- B/E: 80 / 140 , Gen_loss: -0.36149108 MI_loss: 21.97655 Detection error: 0.010158538818359375 time: 5:18:35.697230
- B/E: 81 / 140 , Gen_loss: -0.35228005 MI_loss: 21.37191 Detection error: 0.010144829750061035 time: 5:18:36.574368
- B/E: 82 / 140 , Gen_loss: -0.3532149 MI_loss: 21.510277 Detection error: 0.010142326354980469 time: 5:18:37.419992
- B/E: 83 / 140 , Gen_loss: -0.35055426 MI_loss: 21.17272 Detection error: 0.0101432204246521 time: 5:18:38.224323
- B/E: 84 / 140 , Gen_loss: -0.35241583 MI_loss: 21.453026 Detection error: 0.010142266750335693 time: 5:18:39.094775
- B/E: 85 / 140 , Gen_loss: -0.35464144 MI_loss: 21.331968 Detection error: 0.010123193264007568 time: 5:18:39.977417
- B/E: 86 / 140 , Gen_loss: -0.35147277 MI_loss: 21.277012 Detection error: 0.010123908519744873 time: 5:18:40.834789
- B/E: 87 / 140 , Gen_loss: -0.35736075 MI_loss: 21.69227 Detection error: 0.010116815567016602 time: 5:18:41.657123
- B/E: 88 / 140 , Gen_loss: -0.35709012 MI_loss: 21.67162 Detection error: 0.010097265243530273 time: 5:18:42.548070
- B/E: 89 / 140 , Gen_loss: -0.3554389 MI_loss: 21.71709 Detection error: 0.010112166404724121 time: 5:18:43.452927
- B/E: 90 / 140 , Gen_loss: -0.35908172 MI_loss: 21.704895 Detection error: 0.01010817289352417 time: 5:18:44.332046
- B/E: 91 / 140 , Gen_loss: -0.35084492 MI_loss: 21.305882 Detection error: 0.01011347770690918 time: 5:18:45.265423
- B/E: 92 / 140 , Gen_loss: -0.34431323 MI_loss: 20.787477 Detection error: 0.010102510452270508 time: 5:18:46.149774
- B/E: 93 / 140 , Gen_loss: -0.35273504 MI_loss: 21.500614 Detection error: 0.010103404521942139 time: 5:18:47.050640
- B/E: 94 / 140 , Gen_loss: -0.35346392 MI_loss: 21.529345 Detection error: 0.010116100311279297 time: 5:18:47.931109
- B/E: 95 / 140 , Gen_loss: -0.36007884 MI_loss: 22.08043 Detection error: 0.010123074054718018 time: 5:18:48.912409
- B/E: 96 / 140 , Gen_loss: -0.35838625 MI_loss: 21.68261 Detection error: 0.010120809078216553 time: 5:18:49.795998
- B/E: 97 / 140 , Gen_loss: -0.34673524 MI_loss: 21.0011 Detection error: 0.010108411312103271 time: 5:18:50.623320
- B/E: 98 / 140 , Gen_loss: -0.35688356 MI_loss: 21.688995 Detection error: 0.010101616382598877 time: 5:18:51.482683
- B/E: 99 / 140 , Gen_loss: -0.36119065 MI_loss: 21.953096 Detection error: 0.010100960731506348 time: 5:18:52.363578
- B/E: 100 / 140 , Gen_loss: -0.35874963 MI_loss: 21.93137 Detection error: 0.010105788707733154 time: 5:18:53.249837
- B/E: 101 / 140 , Gen_loss: -0.35551128 MI_loss: 21.532501 Detection error: 0.010109364986419678 time: 5:18:54.126556
- B/E: 102 / 140 , Gen_loss: -0.358221 MI_loss: 21.744484 Detection error: 0.01010739803314209 time: 5:18:55.008960
- B/E: 103 / 140 , Gen_loss: -0.36183584 MI_loss: 21.959782 Detection error: 0.01010274887084961 time: 5:18:55.891717
- B/E: 104 / 140 , Gen_loss: -0.35790303 MI_loss: 21.619137 Detection error: 0.010102391242980957 time: 5:18:56.771870
- B/E: 105 / 140 , Gen_loss: -0.36423188 MI_loss: 22.16032 Detection error: 0.010099947452545166 time: 5:18:57.652833
- B/E: 106 / 140 , Gen_loss: -0.35141766 MI_loss: 21.27945 Detection error: 0.01010805368423462 time: 5:18:58.536625
- B/E: 107 / 140 , Gen_loss: -0.36084044 MI_loss: 21.70052 Detection error: 0.010104179382324219 time: 5:18:59.423377
- B/E: 108 / 140 , Gen_loss: -0.34989172 MI_loss: 21.220037 Detection error: 0.010104656219482422 time: 5:19:00.302666
- B/E: 109 / 140 , Gen_loss: -0.35389665 MI_loss: 21.5286 Detection error: 0.010105133056640625 time: 5:19:01.181288
- B/E: 110 / 140 , Gen_loss: -0.3602044 MI_loss: 21.776096 Detection error: 0.010096311569213867 time: 5:19:02.118405
- B/E: 111 / 140 , Gen_loss: -0.36171064 MI_loss: 21.934475 Detection error: 0.010091543197631836 time: 5:19:02.963731
- B/E: 112 / 140 , Gen_loss: -0.3671615 MI_loss: 22.225904 Detection error: 0.010090410709381104 time: 5:19:03.762076
- B/E: 113 / 140 , Gen_loss: -0.35563698 MI_loss: 21.707703 Detection error: 0.010095417499542236 time: 5:19:04.694618
- B/E: 114 / 140 , Gen_loss: -0.3495169 MI_loss: 21.198244 Detection error: 0.010098397731781006 time: 5:19:05.576442
- B/E: 115 / 140 , Gen_loss: -0.35497907 MI_loss: 21.447552 Detection error: 0.010093748569488525 time: 5:19:06.460086
- B/E: 116 / 140 , Gen_loss: -0.35905674 MI_loss: 21.698467 Detection error: 0.010096967220306396 time: 5:19:07.343522
- B/E: 117 / 140 , Gen_loss: -0.34690073 MI_loss: 21.031948 Detection error: 0.010098516941070557 time: 5:19:08.228540
- B/E: 118 / 140 , Gen_loss: -0.35432434 MI_loss: 21.281181 Detection error: 0.010089278221130371 time: 5:19:09.109642
- B/E: 119 / 140 , Gen_loss: -0.34711584 MI_loss: 21.086525 Detection error: 0.010090112686157227 time: 5:19:09.994320
- B/E: 120 / 140 , Gen_loss: -0.35777876 MI_loss: 21.698952 Detection error: 0.010085761547088623 time: 5:19:10.877517
- B/E: 121 / 140 , Gen_loss: -0.35425583 MI_loss: 21.624926 Detection error: 0.010095059871673584 time: 5:19:11.761767
- B/E: 122 / 140 , Gen_loss: -0.37000325 MI_loss: 22.276524 Detection error: 0.010085880756378174 time: 5:19:12.642958
- B/E: 123 / 140 , Gen_loss: -0.35371482 MI_loss: 21.296217 Detection error: 0.010078132152557373 time: 5:19:13.526027
- B/E: 124 / 140 , Gen_loss: -0.35749367 MI_loss: 21.667711 Detection error: 0.010080993175506592 time: 5:19:14.409154
- B/E: 125 / 140 , Gen_loss: -0.35858998 MI_loss: 21.804562 Detection error: 0.01008385419845581 time: 5:19:15.293634
- B/E: 126 / 140 , Gen_loss: -0.36507297 MI_loss: 22.200077 Detection error: 0.01009225845336914 time: 5:19:16.181744
- B/E: 127 / 140 , Gen_loss: -0.34928265 MI_loss: 21.19217 Detection error: 0.010090827941894531 time: 5:19:17.147472
- B/E: 128 / 140 , Gen_loss: -0.35372594 MI_loss: 21.292297 Detection error: 0.01009303331375122 time: 5:19:18.047498
- B/E: 129 / 140 , Gen_loss: -0.35737762 MI_loss: 21.832888 Detection error: 0.010102152824401855 time: 5:19:18.930060
- B/E: 130 / 140 , Gen_loss: -0.35790628 MI_loss: 21.593966 Detection error: 0.010113537311553955 time: 5:19:19.809845
- B/E: 131 / 140 , Gen_loss: -0.3642793 MI_loss: 21.940836 Detection error: 0.01011437177658081 time: 5:19:20.694039
- B/E: 132 / 140 , Gen_loss: -0.3763047 MI_loss: 22.81793 Detection error: 0.010108530521392822 time: 5:19:21.596369
- B/E: 133 / 140 , Gen_loss: -0.36783066 MI_loss: 22.28243 Detection error: 0.01011192798614502 time: 5:19:22.479222
- B/E: 134 / 140 , Gen_loss: -0.35229048 MI_loss: 21.336128 Detection error: 0.010122239589691162 time: 5:19:23.392517
- B/E: 135 / 140 , Gen_loss: -0.36494482 MI_loss: 22.18376 Detection error: 0.010122239589691162 time: 5:19:24.294960
- B/E: 136 / 140 , Gen_loss: -0.3647804 MI_loss: 22.16893 Detection error: 0.010124564170837402 time: 5:19:25.179596
- B/E: 137 / 140 , Gen_loss: -0.3638462 MI_loss: 22.18082 Detection error: 0.010124802589416504 time: 5:19:26.062872
- B/E: 138 / 140 , Gen_loss: -0.36417413 MI_loss: 22.187826 Detection error: 0.010130167007446289 time: 5:19:26.945284
- B/E: 139 / 140 , Gen_loss: -0.36085948 MI_loss: 21.876024 Detection error: 0.01013416051864624 time: 5:19:27.829930
- B/E: 140 / 140 , Gen_loss: -0.34900087 MI_loss: 21.2618 Detection error: 0.010135889053344727 time: 5:19:28.711411
- B/E: 141 / 140 , Gen_loss: -0.3539956 MI_loss: 21.36609 Detection error: 0.01012963056564331 time: 5:19:29.593747
- B/E: 142 / 140 , Gen_loss: -0.3612827 MI_loss: 21.908115 Detection error: 0.010129153728485107 time: 5:19:30.479004
- B/E: 143 / 140 , Gen_loss: -0.3512005 MI_loss: 21.309113 Detection error: 0.010127365589141846 time: 5:19:31.462571
- B/E: 144 / 140 , Gen_loss: -0.36490852 MI_loss: 22.098772 Detection error: 0.010135114192962646 time: 5:19:32.348926
- B/E: 145 / 140 , Gen_loss: -0.3522376 MI_loss: 21.316332 Detection error: 0.010143637657165527 time: 5:19:33.230320
- B/E: 146 / 140 , Gen_loss: -0.34458548 MI_loss: 20.631104 Detection error: 0.010142207145690918 time: 5:19:34.116414
- B/E: 147 / 140 , Gen_loss: -0.36376897 MI_loss: 22.030964 Detection error: 0.010149061679840088 time: 5:19:35.003445
- B/E: 148 / 140 , Gen_loss: -0.35735053 MI_loss: 21.623978 Detection error: 0.010150790214538574 time: 5:19:35.881140
- B/E: 149 / 140 , Gen_loss: -0.3665718 MI_loss: 22.281715 Detection error: 0.01015770435333252 time: 5:19:36.764014
-
- Test Loss: 10.332946 Test Error: 0.010824978351593018
- -----
- EPOCH: 141
- B/E: 0 / 141 , Gen_loss: -0.36144668 MI_loss: 21.937737 Detection error: 0.011031270027160645 time: 5:19:38.710526
- B/E: 1 / 141 , Gen_loss: -0.34707376 MI_loss: 21.050491 Detection error: 0.010562479496002197 time: 5:19:57.027596
- B/E: 2 / 141 , Gen_loss: -0.36305392 MI_loss: 22.00776 Detection error: 0.010187506675720215 time: 5:19:57.944375
- B/E: 3 / 141 , Gen_loss: -0.35317156 MI_loss: 21.525082 Detection error: 0.010179698467254639 time: 5:19:58.836062
- B/E: 4 / 141 , Gen_loss: -0.35845345 MI_loss: 21.760977 Detection error: 0.010168731212615967 time: 5:19:59.737180
- B/E: 5 / 141 , Gen_loss: -0.3386914 MI_loss: 20.47469 Detection error: 0.010265648365020752 time: 5:20:00.698937
- B/E: 6 / 141 , Gen_loss: -0.35818872 MI_loss: 21.728954 Detection error: 0.010223209857940674 time: 5:20:01.580371
- B/E: 7 / 141 , Gen_loss: -0.36476228 MI_loss: 22.275646 Detection error: 0.010359346866607666 time: 5:20:02.460824
- B/E: 8 / 141 , Gen_loss: -0.35627708 MI_loss: 21.60829 Detection error: 0.010215282440185547 time: 5:20:03.360125
- B/E: 9 / 141 , Gen_loss: -0.3485109 MI_loss: 21.07371 Detection error: 0.01015937328338623 time: 5:20:04.240410
- B/E: 10 / 141 , Gen_loss: -0.35230032 MI_loss: 21.506292 Detection error: 0.010178983211517334 time: 5:20:05.121847
- B/E: 11 / 141 , Gen_loss: -0.36541763 MI_loss: 22.079523 Detection error: 0.010208308696746826 time: 5:20:06.003680
- B/E: 12 / 141 , Gen_loss: -0.37170973 MI_loss: 22.603292 Detection error: 0.010281264781951904 time: 5:20:06.937611
- B/E: 13 / 141 , Gen_loss: -0.36244386 MI_loss: 22.02207 Detection error: 0.01027679443359375 time: 5:20:07.818559
- B/E: 14 / 141 , Gen_loss: -0.36392963 MI_loss: 21.956774 Detection error: 0.010268747806549072 time: 5:20:08.702592
- B/E: 15 / 141 , Gen_loss: -0.3520459 MI_loss: 21.34388 Detection error: 0.01021873950958252 time: 5:20:09.580099
- B/E: 16 / 141 , Gen_loss: -0.34576842 MI_loss: 20.808176 Detection error: 0.010196685791015625 time: 5:20:10.462048
- B/E: 17 / 141 , Gen_loss: -0.36379585 MI_loss: 22.062996 Detection error: 0.010185778141021729 time: 5:20:11.343015
- B/E: 18 / 141 , Gen_loss: -0.36291042 MI_loss: 21.979239 Detection error: 0.010146379470825195 time: 5:20:12.224108
- B/E: 19 / 141 , Gen_loss: -0.34505346 MI_loss: 21.129112 Detection error: 0.01016247272491455 time: 5:20:13.118433
- B/E: 20 / 141 , Gen_loss: -0.35821676 MI_loss: 21.649227 Detection error: 0.010166645050048828 time: 5:20:14.093992
- B/E: 21 / 141 , Gen_loss: -0.35927358 MI_loss: 21.826607 Detection error: 0.010160505771636963 time: 5:20:14.976724
- B/E: 22 / 141 , Gen_loss: -0.35791823 MI_loss: 21.620316 Detection error: 0.010157585144042969 time: 5:20:15.861501
- B/E: 23 / 141 , Gen_loss: -0.36516201 MI_loss: 22.037888 Detection error: 0.010145843029022217 time: 5:20:16.744193
- B/E: 24 / 141 , Gen_loss: -0.36669138 MI_loss: 22.308167 Detection error: 0.010122478008270264 time: 5:20:17.623799
- B/E: 25 / 141 , Gen_loss: -0.3602116 MI_loss: 21.866299 Detection error: 0.010140597820281982 time: 5:20:18.504716
- B/E: 26 / 141 , Gen_loss: -0.35030058 MI_loss: 21.53768 Detection error: 0.010188639163970947 time: 5:20:19.383388
- B/E: 27 / 141 , Gen_loss: -0.35570318 MI_loss: 21.756817 Detection error: 0.010199785232543945 time: 5:20:20.266225
- B/E: 28 / 141 , Gen_loss: -0.3517585 MI_loss: 21.300125 Detection error: 0.010204732418060303 time: 5:20:21.150873
- B/E: 29 / 141 , Gen_loss: -0.35466003 MI_loss: 21.610592 Detection error: 0.01023334264755249 time: 5:20:22.032871
- B/E: 30 / 141 , Gen_loss: -0.36548692 MI_loss: 22.185669 Detection error: 0.010198593139648438 time: 5:20:22.917096
- B/E: 31 / 141 , Gen_loss: -0.34750038 MI_loss: 21.059689 Detection error: 0.010169923305511475 time: 5:20:23.803106
- B/E: 32 / 141 , Gen_loss: -0.35603508 MI_loss: 21.640495 Detection error: 0.010161936283111572 time: 5:20:24.645241
- B/E: 33 / 141 , Gen_loss: -0.35261875 MI_loss: 21.430176 Detection error: 0.01015162467956543 time: 5:20:25.506227
- B/E: 34 / 141 , Gen_loss: -0.33980322 MI_loss: 20.601858 Detection error: 0.010150909423828125 time: 5:20:26.389387
- B/E: 35 / 141 , Gen_loss: -0.35648322 MI_loss: 21.466549 Detection error: 0.010120630264282227 time: 5:20:27.272446
- B/E: 36 / 141 , Gen_loss: -0.34941617 MI_loss: 21.091887 Detection error: 0.01011568307876587 time: 5:20:28.231734
- B/E: 37 / 141 , Gen_loss: -0.3599763 MI_loss: 21.779896 Detection error: 0.010120868682861328 time: 5:20:29.108578
- B/E: 38 / 141 , Gen_loss: -0.35623828 MI_loss: 21.660372 Detection error: 0.010144233703613281 time: 5:20:29.996902
- B/E: 39 / 141 , Gen_loss: -0.35333905 MI_loss: 21.252172 Detection error: 0.01012265682220459 time: 5:20:30.881593
- B/E: 40 / 141 , Gen_loss: -0.36179367 MI_loss: 22.057304 Detection error: 0.010121166706085205 time: 5:20:31.722930
- B/E: 41 / 141 , Gen_loss: -0.35720196 MI_loss: 21.786835 Detection error: 0.01012575626373291 time: 5:20:32.531776
- B/E: 42 / 141 , Gen_loss: -0.36835337 MI_loss: 22.35111 Detection error: 0.010106086730957031 time: 5:20:33.397069
- B/E: 43 / 141 , Gen_loss: -0.36879116 MI_loss: 22.355186 Detection error: 0.010122179985046387 time: 5:20:34.265404
- B/E: 44 / 141 , Gen_loss: -0.36813566 MI_loss: 22.252138 Detection error: 0.010129153728485107 time: 5:20:35.142663
- B/E: 45 / 141 , Gen_loss: -0.3488587 MI_loss: 21.200066 Detection error: 0.010141968727111816 time: 5:20:36.026426
- B/E: 46 / 141 , Gen_loss: -0.35463518 MI_loss: 21.479677 Detection error: 0.010140299797058105 time: 5:20:36.919876
- B/E: 47 / 141 , Gen_loss: -0.355345 MI_loss: 21.427046 Detection error: 0.01014256477355957 time: 5:20:37.795519
- B/E: 48 / 141 , Gen_loss: -0.3655639 MI_loss: 22.25105 Detection error: 0.010153055191040039 time: 5:20:38.678982
- B/E: 49 / 141 , Gen_loss: -0.35243323 MI_loss: 21.482597 Detection error: 0.010161876678466797 time: 5:20:39.577570
- B/E: 50 / 141 , Gen_loss: -0.3667254 MI_loss: 22.252918 Detection error: 0.01015561819076538 time: 5:20:40.456259
- B/E: 51 / 141 , Gen_loss: -0.35427368 MI_loss: 21.6186 Detection error: 0.010162889957427979 time: 5:20:41.338174
- B/E: 52 / 141 , Gen_loss: -0.36034068 MI_loss: 21.818275 Detection error: 0.010166287422180176 time: 5:20:42.299437
- B/E: 53 / 141 , Gen_loss: -0.36241165 MI_loss: 21.986897 Detection error: 0.010182857513427734 time: 5:20:43.200622
- B/E: 54 / 141 , Gen_loss: -0.3474002 MI_loss: 21.002758 Detection error: 0.010174989700317383 time: 5:20:44.080636
- B/E: 55 / 141 , Gen_loss: -0.35856906 MI_loss: 21.845957 Detection error: 0.010159611701965332 time: 5:20:44.964941
- B/E: 56 / 141 , Gen_loss: -0.3668703 MI_loss: 22.198135 Detection error: 0.01014256477355957 time: 5:20:45.832467
- B/E: 57 / 141 , Gen_loss: -0.35945007 MI_loss: 21.72037 Detection error: 0.010138452053070068 time: 5:20:46.725537
- B/E: 58 / 141 , Gen_loss: -0.36445946 MI_loss: 22.136469 Detection error: 0.01012873649597168 time: 5:20:47.571647
- B/E: 59 / 141 , Gen_loss: -0.35466138 MI_loss: 21.542477 Detection error: 0.010156750679016113 time: 5:20:48.419115
- B/E: 60 / 141 , Gen_loss: -0.3550388 MI_loss: 21.351786 Detection error: 0.01015317440032959 time: 5:20:49.298038
- B/E: 61 / 141 , Gen_loss: -0.35755232 MI_loss: 21.628727 Detection error: 0.010146141052246094 time: 5:20:50.181747
- B/E: 62 / 141 , Gen_loss: -0.3591572 MI_loss: 21.800943 Detection error: 0.01015925407409668 time: 5:20:51.062771
- B/E: 63 / 141 , Gen_loss: -0.35756493 MI_loss: 21.652641 Detection error: 0.010159671306610107 time: 5:20:51.948391
- B/E: 64 / 141 , Gen_loss: -0.35374635 MI_loss: 21.370363 Detection error: 0.01015627384185791 time: 5:20:52.832774
- B/E: 65 / 141 , Gen_loss: -0.3612936 MI_loss: 21.81092 Detection error: 0.010159075260162354 time: 5:20:53.716885
- B/E: 66 / 141 , Gen_loss: -0.36774203 MI_loss: 22.323717 Detection error: 0.010160446166992188 time: 5:20:54.592948
- B/E: 67 / 141 , Gen_loss: -0.3570744 MI_loss: 21.586235 Detection error: 0.010148882865905762 time: 5:20:55.473575
- B/E: 68 / 141 , Gen_loss: -0.36488146 MI_loss: 22.184887 Detection error: 0.010152637958526611 time: 5:20:56.457351
- B/E: 69 / 141 , Gen_loss: -0.3527117 MI_loss: 21.360489 Detection error: 0.010154902935028076 time: 5:20:57.343560
- B/E: 70 / 141 , Gen_loss: -0.36800617 MI_loss: 22.413712 Detection error: 0.010154902935028076 time: 5:20:58.221817
- B/E: 71 / 141 , Gen_loss: -0.35061163 MI_loss: 21.225449 Detection error: 0.010163605213165283 time: 5:20:59.103300
- B/E: 72 / 141 , Gen_loss: -0.36761236 MI_loss: 22.261826 Detection error: 0.010157525539398193 time: 5:20:59.988652
- B/E: 73 / 141 , Gen_loss: -0.35777858 MI_loss: 21.56543 Detection error: 0.01014864444732666 time: 5:21:00.871385
- B/E: 74 / 141 , Gen_loss: -0.35775888 MI_loss: 21.766367 Detection error: 0.010153770446777344 time: 5:21:01.750742
- B/E: 75 / 141 , Gen_loss: -0.35380983 MI_loss: 21.5249 Detection error: 0.010160744190216064 time: 5:21:02.635758
- B/E: 76 / 141 , Gen_loss: -0.34862047 MI_loss: 21.165012 Detection error: 0.010152995586395264 time: 5:21:03.520140
- B/E: 77 / 141 , Gen_loss: -0.3618348 MI_loss: 21.885286 Detection error: 0.010147452354431152 time: 5:21:04.381608
- B/E: 78 / 141 , Gen_loss: -0.35345083 MI_loss: 21.321249 Detection error: 0.010141193866729736 time: 5:21:05.155055
- B/E: 79 / 141 , Gen_loss: -0.35721233 MI_loss: 21.581398 Detection error: 0.010149598121643066 time: 5:21:05.923086
- B/E: 80 / 141 , Gen_loss: -0.36679676 MI_loss: 22.206112 Detection error: 0.010160088539123535 time: 5:21:06.694766
- B/E: 81 / 141 , Gen_loss: -0.35112676 MI_loss: 21.195478 Detection error: 0.010154366493225098 time: 5:21:07.476626
- B/E: 82 / 141 , Gen_loss: -0.36446324 MI_loss: 22.009615 Detection error: 0.010148704051971436 time: 5:21:08.330492
- B/E: 83 / 141 , Gen_loss: -0.35853437 MI_loss: 21.709953 Detection error: 0.010148465633392334 time: 5:21:09.215003
- B/E: 84 / 141 , Gen_loss: -0.3595388 MI_loss: 21.916775 Detection error: 0.01014631986618042 time: 5:21:10.179065
- B/E: 85 / 141 , Gen_loss: -0.35480967 MI_loss: 21.42393 Detection error: 0.010129332542419434 time: 5:21:11.056380
- B/E: 86 / 141 , Gen_loss: -0.36106572 MI_loss: 21.734602 Detection error: 0.010127484798431396 time: 5:21:11.940121
- B/E: 87 / 141 , Gen_loss: -0.35039443 MI_loss: 21.202175 Detection error: 0.010111510753631592 time: 5:21:12.828800
- B/E: 88 / 141 , Gen_loss: -0.35401613 MI_loss: 21.56671 Detection error: 0.010102510452270508 time: 5:21:13.703430
- B/E: 89 / 141 , Gen_loss: -0.35195282 MI_loss: 21.465189 Detection error: 0.01011282205581665 time: 5:21:14.582800
- B/E: 90 / 141 , Gen_loss: -0.3706866 MI_loss: 22.44175 Detection error: 0.010108888149261475 time: 5:21:15.465742
- B/E: 91 / 141 , Gen_loss: -0.36251357 MI_loss: 22.01834 Detection error: 0.010115504264831543 time: 5:21:16.365647
- B/E: 92 / 141 , Gen_loss: -0.35490265 MI_loss: 21.495918 Detection error: 0.01010751724243164 time: 5:21:17.243362
- B/E: 93 / 141 , Gen_loss: -0.37028617 MI_loss: 22.566694 Detection error: 0.01010274887084961 time: 5:21:18.125038
- B/E: 94 / 141 , Gen_loss: -0.35363802 MI_loss: 21.609125 Detection error: 0.010114133358001709 time: 5:21:19.006059
- B/E: 95 / 141 , Gen_loss: -0.35850814 MI_loss: 21.77301 Detection error: 0.010123074054718018 time: 5:21:19.903174
- B/E: 96 / 141 , Gen_loss: -0.36512446 MI_loss: 22.091297 Detection error: 0.01011890172958374 time: 5:21:20.782634
- B/E: 97 / 141 , Gen_loss: -0.35672027 MI_loss: 21.420761 Detection error: 0.010108709335327148 time: 5:21:21.661744
- B/E: 98 / 141 , Gen_loss: -0.35210237 MI_loss: 21.223152 Detection error: 0.010096609592437744 time: 5:21:22.561823
- B/E: 99 / 141 , Gen_loss: -0.36346108 MI_loss: 21.933582 Detection error: 0.010093748569488525 time: 5:21:23.442593
- B/E: 100 / 141 , Gen_loss: -0.36372828 MI_loss: 22.094341 Detection error: 0.01010054349899292 time: 5:21:24.418773
- B/E: 101 / 141 , Gen_loss: -0.363622 MI_loss: 22.221294 Detection error: 0.010103225708007812 time: 5:21:25.298695
- B/E: 102 / 141 , Gen_loss: -0.35251692 MI_loss: 21.48917 Detection error: 0.010099232196807861 time: 5:21:26.181795
- B/E: 103 / 141 , Gen_loss: -0.36359194 MI_loss: 22.11694 Detection error: 0.010098278522491455 time: 5:21:27.057995
- B/E: 104 / 141 , Gen_loss: -0.36306867 MI_loss: 21.962257 Detection error: 0.010097324848175049 time: 5:21:27.940883
- B/E: 105 / 141 , Gen_loss: -0.35807723 MI_loss: 21.65097 Detection error: 0.01009136438369751 time: 5:21:28.821670
- B/E: 106 / 141 , Gen_loss: -0.3596718 MI_loss: 21.823513 Detection error: 0.010093748569488525 time: 5:21:29.698198
- B/E: 107 / 141 , Gen_loss: -0.35825187 MI_loss: 21.703709 Detection error: 0.010098695755004883 time: 5:21:30.582482
- B/E: 108 / 141 , Gen_loss: -0.35655 MI_loss: 21.592672 Detection error: 0.01010119915008545 time: 5:21:31.460931
- B/E: 109 / 141 , Gen_loss: -0.35863686 MI_loss: 21.731955 Detection error: 0.010097742080688477 time: 5:21:32.339069
- B/E: 110 / 141 , Gen_loss: -0.36393803 MI_loss: 21.8124 Detection error: 0.01008981466293335 time: 5:21:33.133577
- B/E: 111 / 141 , Gen_loss: -0.36393705 MI_loss: 22.12286 Detection error: 0.010087907314300537 time: 5:21:33.954327
- B/E: 112 / 141 , Gen_loss: -0.37150183 MI_loss: 22.464106 Detection error: 0.010085463523864746 time: 5:21:34.726958
- B/E: 113 / 141 , Gen_loss: -0.35771126 MI_loss: 21.829586 Detection error: 0.010088562965393066 time: 5:21:35.523632
- B/E: 114 / 141 , Gen_loss: -0.3508804 MI_loss: 21.35886 Detection error: 0.010092377662658691 time: 5:21:36.295500
- B/E: 115 / 141 , Gen_loss: -0.35809836 MI_loss: 21.72936 Detection error: 0.010086774826049805 time: 5:21:37.191535
- B/E: 116 / 141 , Gen_loss: -0.35391933 MI_loss: 21.344484 Detection error: 0.010084390640258789 time: 5:21:38.151755
- B/E: 117 / 141 , Gen_loss: -0.34704763 MI_loss: 21.127567 Detection error: 0.010092675685882568 time: 5:21:39.030527
- B/E: 118 / 141 , Gen_loss: -0.3669694 MI_loss: 22.269909 Detection error: 0.010086417198181152 time: 5:21:39.926617
- B/E: 119 / 141 , Gen_loss: -0.35509408 MI_loss: 21.65588 Detection error: 0.01008307933807373 time: 5:21:40.786587
- B/E: 120 / 141 , Gen_loss: -0.35504806 MI_loss: 21.702675 Detection error: 0.010084688663482666 time: 5:21:41.677296
- B/E: 121 / 141 , Gen_loss: -0.35035437 MI_loss: 21.18346 Detection error: 0.01008838415145874 time: 5:21:42.563373
- B/E: 122 / 141 , Gen_loss: -0.36702284 MI_loss: 22.159998 Detection error: 0.01008385419845581 time: 5:21:43.375337
- B/E: 123 / 141 , Gen_loss: -0.36426803 MI_loss: 21.955883 Detection error: 0.010076642036437988 time: 5:21:44.160587
- B/E: 124 / 141 , Gen_loss: -0.34308264 MI_loss: 20.842113 Detection error: 0.010074019432067871 time: 5:21:44.927571
- B/E: 125 / 141 , Gen_loss: -0.350317 MI_loss: 21.362978 Detection error: 0.010080575942993164 time: 5:21:45.708755
- B/E: 126 / 141 , Gen_loss: -0.3626859 MI_loss: 22.071018 Detection error: 0.010084152221679688 time: 5:21:46.478226
- B/E: 127 / 141 , Gen_loss: -0.35616884 MI_loss: 21.543264 Detection error: 0.010084688663482666 time: 5:21:47.252311
- B/E: 128 / 141 , Gen_loss: -0.35588557 MI_loss: 21.534605 Detection error: 0.010088682174682617 time: 5:21:48.129261
- B/E: 129 / 141 , Gen_loss: -0.35167685 MI_loss: 21.372908 Detection error: 0.010096132755279541 time: 5:21:49.023206
- B/E: 130 / 141 , Gen_loss: -0.36877185 MI_loss: 22.278225 Detection error: 0.010100185871124268 time: 5:21:49.918409
- B/E: 131 / 141 , Gen_loss: -0.3608014 MI_loss: 21.778233 Detection error: 0.010106086730957031 time: 5:21:50.814233
- B/E: 132 / 141 , Gen_loss: -0.3596538 MI_loss: 21.652262 Detection error: 0.010102689266204834 time: 5:21:51.796555
- B/E: 133 / 141 , Gen_loss: -0.36430794 MI_loss: 22.201193 Detection error: 0.01010352373123169 time: 5:21:52.695138
- B/E: 134 / 141 , Gen_loss: -0.3550897 MI_loss: 21.589903 Detection error: 0.01011437177658081 time: 5:21:53.591720
- B/E: 135 / 141 , Gen_loss: -0.36110276 MI_loss: 21.944618 Detection error: 0.01011580228805542 time: 5:21:54.484741
- B/E: 136 / 141 , Gen_loss: -0.35422662 MI_loss: 21.505453 Detection error: 0.010118365287780762 time: 5:21:55.379180
- B/E: 137 / 141 , Gen_loss: -0.3410565 MI_loss: 20.667744 Detection error: 0.010116398334503174 time: 5:21:56.260789
- B/E: 138 / 141 , Gen_loss: -0.3541057 MI_loss: 21.454704 Detection error: 0.010120034217834473 time: 5:21:57.119218
- B/E: 139 / 141 , Gen_loss: -0.35002407 MI_loss: 21.41574 Detection error: 0.010125696659088135 time: 5:21:58.005469
- B/E: 140 / 141 , Gen_loss: -0.34858045 MI_loss: 21.206423 Detection error: 0.0101240873336792 time: 5:21:58.851369
- B/E: 141 / 141 , Gen_loss: -0.35375997 MI_loss: 21.41277 Detection error: 0.01012343168258667 time: 5:21:59.696603
- B/E: 142 / 141 , Gen_loss: -0.3507024 MI_loss: 21.348457 Detection error: 0.010122358798980713 time: 5:22:00.614290
- B/E: 143 / 141 , Gen_loss: -0.35797083 MI_loss: 21.64111 Detection error: 0.010120034217834473 time: 5:22:01.509788
- B/E: 144 / 141 , Gen_loss: -0.35325047 MI_loss: 21.398106 Detection error: 0.010127604007720947 time: 5:22:02.424008
- B/E: 145 / 141 , Gen_loss: -0.3503851 MI_loss: 21.195948 Detection error: 0.010132253170013428 time: 5:22:03.323156
- B/E: 146 / 141 , Gen_loss: -0.35869825 MI_loss: 21.678322 Detection error: 0.010134577751159668 time: 5:22:04.154802
- B/E: 147 / 141 , Gen_loss: -0.35821646 MI_loss: 21.574497 Detection error: 0.0101395845413208 time: 5:22:04.934879
- B/E: 148 / 141 , Gen_loss: -0.3599002 MI_loss: 21.809143 Detection error: 0.010142385959625244 time: 5:22:05.871992
- B/E: 149 / 141 , Gen_loss: -0.3422281 MI_loss: 20.662262 Detection error: 0.01014852523803711 time: 5:22:06.697119
-
- Test Loss: 10.325232 Test Error: 0.01075834035873413
- -----
- EPOCH: 142
- B/E: 0 / 142 , Gen_loss: -0.34751305 MI_loss: 20.954662 Detection error: 0.010937511920928955 time: 5:22:08.542443
- B/E: 1 / 142 , Gen_loss: -0.34427437 MI_loss: 20.72736 Detection error: 0.010671854019165039 time: 5:22:27.826786
- B/E: 2 / 142 , Gen_loss: -0.3494611 MI_loss: 21.120703 Detection error: 0.01015627384185791 time: 5:22:28.724473
- B/E: 3 / 142 , Gen_loss: -0.35905424 MI_loss: 21.761206 Detection error: 0.01015627384185791 time: 5:22:29.599410
- B/E: 4 / 142 , Gen_loss: -0.36081645 MI_loss: 21.965954 Detection error: 0.010074973106384277 time: 5:22:30.480846
- B/E: 5 / 142 , Gen_loss: -0.35377893 MI_loss: 21.602123 Detection error: 0.010098934173583984 time: 5:22:31.354991
- B/E: 6 / 142 , Gen_loss: -0.34862638 MI_loss: 21.151098 Detection error: 0.010075867176055908 time: 5:22:32.228512
- B/E: 7 / 142 , Gen_loss: -0.35898185 MI_loss: 21.716484 Detection error: 0.01015627384185791 time: 5:22:33.065580
- B/E: 8 / 142 , Gen_loss: -0.3577995 MI_loss: 21.64724 Detection error: 0.010097205638885498 time: 5:22:33.920643
- B/E: 9 / 142 , Gen_loss: -0.35831168 MI_loss: 21.714027 Detection error: 0.010096848011016846 time: 5:22:34.807047
- B/E: 10 / 142 , Gen_loss: -0.36015588 MI_loss: 21.800856 Detection error: 0.010130703449249268 time: 5:22:35.776656
- B/E: 11 / 142 , Gen_loss: -0.36524412 MI_loss: 22.031446 Detection error: 0.01012498140335083 time: 5:22:36.555552
- B/E: 12 / 142 , Gen_loss: -0.3594407 MI_loss: 21.706055 Detection error: 0.01020193099975586 time: 5:22:37.436093
- B/E: 13 / 142 , Gen_loss: -0.3600366 MI_loss: 21.751814 Detection error: 0.010229885578155518 time: 5:22:38.325646
- B/E: 14 / 142 , Gen_loss: -0.36075577 MI_loss: 21.77098 Detection error: 0.010168731212615967 time: 5:22:39.196479
- B/E: 15 / 142 , Gen_loss: -0.36263913 MI_loss: 22.118767 Detection error: 0.010167956352233887 time: 5:22:40.088480
- B/E: 16 / 142 , Gen_loss: -0.36411166 MI_loss: 21.949942 Detection error: 0.010141551494598389 time: 5:22:40.974817
- B/E: 17 / 142 , Gen_loss: -0.35818538 MI_loss: 21.739214 Detection error: 0.010116338729858398 time: 5:22:41.844074
- B/E: 18 / 142 , Gen_loss: -0.35861853 MI_loss: 21.717804 Detection error: 0.010098695755004883 time: 5:22:42.710847
- B/E: 19 / 142 , Gen_loss: -0.35249323 MI_loss: 21.552305 Detection error: 0.010081231594085693 time: 5:22:43.577909
- B/E: 20 / 142 , Gen_loss: -0.35369208 MI_loss: 21.350204 Detection error: 0.010116100311279297 time: 5:22:44.458490
- B/E: 21 / 142 , Gen_loss: -0.3542532 MI_loss: 21.588837 Detection error: 0.01012355089187622 time: 5:22:45.325428
- B/E: 22 / 142 , Gen_loss: -0.3619441 MI_loss: 21.771942 Detection error: 0.010107338428497314 time: 5:22:46.192519
- B/E: 23 / 142 , Gen_loss: -0.35524118 MI_loss: 21.461739 Detection error: 0.010105490684509277 time: 5:22:47.059982
- B/E: 24 / 142 , Gen_loss: -0.3599873 MI_loss: 21.771397 Detection error: 0.010105013847351074 time: 5:22:47.930436
- B/E: 25 / 142 , Gen_loss: -0.3486195 MI_loss: 21.059925 Detection error: 0.010106980800628662 time: 5:22:48.903257
- B/E: 26 / 142 , Gen_loss: -0.3566959 MI_loss: 21.89831 Detection error: 0.010190963745117188 time: 5:22:49.798438
- B/E: 27 / 142 , Gen_loss: -0.3600585 MI_loss: 21.721779 Detection error: 0.01019197702407837 time: 5:22:50.712484
- B/E: 28 / 142 , Gen_loss: -0.35323715 MI_loss: 21.407255 Detection error: 0.01019287109375 time: 5:22:51.610099
- B/E: 29 / 142 , Gen_loss: -0.34237534 MI_loss: 20.841116 Detection error: 0.010230183601379395 time: 5:22:52.504309
- B/E: 30 / 142 , Gen_loss: -0.3558519 MI_loss: 21.560991 Detection error: 0.010183453559875488 time: 5:22:53.397292
- B/E: 31 / 142 , Gen_loss: -0.34920636 MI_loss: 21.158083 Detection error: 0.01016700267791748 time: 5:22:54.293870
- B/E: 32 / 142 , Gen_loss: -0.35578012 MI_loss: 21.636147 Detection error: 0.010167598724365234 time: 5:22:55.192087
- B/E: 33 / 142 , Gen_loss: -0.3506958 MI_loss: 21.153072 Detection error: 0.010141551494598389 time: 5:22:56.087071
- B/E: 34 / 142 , Gen_loss: -0.34577182 MI_loss: 20.925262 Detection error: 0.010141968727111816 time: 5:22:56.981762
- B/E: 35 / 142 , Gen_loss: -0.35078952 MI_loss: 21.273151 Detection error: 0.01013195514678955 time: 5:22:57.880279
- B/E: 36 / 142 , Gen_loss: -0.35354963 MI_loss: 21.425806 Detection error: 0.01013094186782837 time: 5:22:58.776410
- B/E: 37 / 142 , Gen_loss: -0.35902277 MI_loss: 21.796007 Detection error: 0.010128319263458252 time: 5:22:59.671891
- B/E: 38 / 142 , Gen_loss: -0.35671198 MI_loss: 21.46288 Detection error: 0.010145843029022217 time: 5:23:00.567850
- B/E: 39 / 142 , Gen_loss: -0.36077145 MI_loss: 21.720411 Detection error: 0.010139822959899902 time: 5:23:01.470650
- B/E: 40 / 142 , Gen_loss: -0.35150757 MI_loss: 21.296993 Detection error: 0.010128796100616455 time: 5:23:02.368343
- B/E: 41 / 142 , Gen_loss: -0.35379726 MI_loss: 21.366728 Detection error: 0.010130226612091064 time: 5:23:03.347775
- B/E: 42 / 142 , Gen_loss: -0.3677756 MI_loss: 22.312372 Detection error: 0.010109007358551025 time: 5:23:04.235873
- B/E: 43 / 142 , Gen_loss: -0.35228938 MI_loss: 21.294464 Detection error: 0.010115742683410645 time: 5:23:05.113286
- B/E: 44 / 142 , Gen_loss: -0.35412413 MI_loss: 21.394436 Detection error: 0.01013404130935669 time: 5:23:06.045816
- B/E: 45 / 142 , Gen_loss: -0.35366154 MI_loss: 21.402079 Detection error: 0.010139286518096924 time: 5:23:06.941886
- B/E: 46 / 142 , Gen_loss: -0.36632428 MI_loss: 22.199238 Detection error: 0.010147631168365479 time: 5:23:07.787804
- B/E: 47 / 142 , Gen_loss: -0.34552646 MI_loss: 20.891354 Detection error: 0.010141253471374512 time: 5:23:08.543893
- B/E: 48 / 142 , Gen_loss: -0.35069314 MI_loss: 21.322334 Detection error: 0.010157525539398193 time: 5:23:09.302419
- B/E: 49 / 142 , Gen_loss: -0.3457279 MI_loss: 21.056059 Detection error: 0.010168135166168213 time: 5:23:10.181316
- B/E: 50 / 142 , Gen_loss: -0.36852607 MI_loss: 22.309011 Detection error: 0.010169744491577148 time: 5:23:11.050701
- B/E: 51 / 142 , Gen_loss: -0.36273566 MI_loss: 22.146423 Detection error: 0.01017308235168457 time: 5:23:11.919963
- B/E: 52 / 142 , Gen_loss: -0.36509645 MI_loss: 22.052753 Detection error: 0.010164499282836914 time: 5:23:12.787866
- B/E: 53 / 142 , Gen_loss: -0.3613526 MI_loss: 21.830957 Detection error: 0.010178804397583008 time: 5:23:13.676737
- B/E: 54 / 142 , Gen_loss: -0.35765582 MI_loss: 21.633331 Detection error: 0.01017218828201294 time: 5:23:14.588106
- B/E: 55 / 142 , Gen_loss: -0.35512534 MI_loss: 21.499664 Detection error: 0.0101584792137146 time: 5:23:15.482479
- B/E: 56 / 142 , Gen_loss: -0.35639286 MI_loss: 21.588978 Detection error: 0.010147452354431152 time: 5:23:16.374969
- B/E: 57 / 142 , Gen_loss: -0.3682978 MI_loss: 22.213104 Detection error: 0.01013791561126709 time: 5:23:17.360751
- B/E: 58 / 142 , Gen_loss: -0.35928264 MI_loss: 21.767694 Detection error: 0.010134518146514893 time: 5:23:18.261279
- B/E: 59 / 142 , Gen_loss: -0.35240176 MI_loss: 21.33619 Detection error: 0.010151565074920654 time: 5:23:19.160736
- B/E: 60 / 142 , Gen_loss: -0.36558533 MI_loss: 21.961552 Detection error: 0.010153710842132568 time: 5:23:20.070022
- B/E: 61 / 142 , Gen_loss: -0.34647363 MI_loss: 21.051062 Detection error: 0.010157287120819092 time: 5:23:20.989676
- B/E: 62 / 142 , Gen_loss: -0.35875717 MI_loss: 21.692364 Detection error: 0.010149776935577393 time: 5:23:21.883619
- B/E: 63 / 142 , Gen_loss: -0.35659346 MI_loss: 21.569794 Detection error: 0.01015329360961914 time: 5:23:22.777906
- B/E: 64 / 142 , Gen_loss: -0.36380792 MI_loss: 22.049385 Detection error: 0.010149061679840088 time: 5:23:23.669615
- B/E: 65 / 142 , Gen_loss: -0.352043 MI_loss: 21.369528 Detection error: 0.010147273540496826 time: 5:23:24.567208
- B/E: 66 / 142 , Gen_loss: -0.3684878 MI_loss: 22.356152 Detection error: 0.01015019416809082 time: 5:23:25.460941
- B/E: 67 / 142 , Gen_loss: -0.3742601 MI_loss: 22.689346 Detection error: 0.010141074657440186 time: 5:23:26.354357
- B/E: 68 / 142 , Gen_loss: -0.36082658 MI_loss: 21.910183 Detection error: 0.010146260261535645 time: 5:23:27.250036
- B/E: 69 / 142 , Gen_loss: -0.3543159 MI_loss: 21.416004 Detection error: 0.010155797004699707 time: 5:23:28.145286
- B/E: 70 / 142 , Gen_loss: -0.35895425 MI_loss: 21.710802 Detection error: 0.01015317440032959 time: 5:23:29.041360
- B/E: 71 / 142 , Gen_loss: -0.35839257 MI_loss: 21.712246 Detection error: 0.010151922702789307 time: 5:23:29.936231
- B/E: 72 / 142 , Gen_loss: -0.36430505 MI_loss: 22.15208 Detection error: 0.010150671005249023 time: 5:23:30.831122
- B/E: 73 / 142 , Gen_loss: -0.36092257 MI_loss: 21.806326 Detection error: 0.01014566421508789 time: 5:23:31.819978
- B/E: 74 / 142 , Gen_loss: -0.3565655 MI_loss: 21.597876 Detection error: 0.010150015354156494 time: 5:23:32.715920
- B/E: 75 / 142 , Gen_loss: -0.35111135 MI_loss: 21.211685 Detection error: 0.01014024019241333 time: 5:23:33.615932
- B/E: 76 / 142 , Gen_loss: -0.3555211 MI_loss: 21.612436 Detection error: 0.01014244556427002 time: 5:23:34.518859
- B/E: 77 / 142 , Gen_loss: -0.36944976 MI_loss: 22.419636 Detection error: 0.010139822959899902 time: 5:23:35.415332
- B/E: 78 / 142 , Gen_loss: -0.35754082 MI_loss: 21.664669 Detection error: 0.010134518146514893 time: 5:23:36.310240
- B/E: 79 / 142 , Gen_loss: -0.35415998 MI_loss: 21.348312 Detection error: 0.010143756866455078 time: 5:23:37.223422
- B/E: 80 / 142 , Gen_loss: -0.35589612 MI_loss: 21.554834 Detection error: 0.01015472412109375 time: 5:23:38.123842
- B/E: 81 / 142 , Gen_loss: -0.35867143 MI_loss: 21.601175 Detection error: 0.010146737098693848 time: 5:23:39.018754
- B/E: 82 / 142 , Gen_loss: -0.3628722 MI_loss: 21.885067 Detection error: 0.010141968727111816 time: 5:23:39.915310
- B/E: 83 / 142 , Gen_loss: -0.35561258 MI_loss: 21.578667 Detection error: 0.010144710540771484 time: 5:23:40.815400
- B/E: 84 / 142 , Gen_loss: -0.35389283 MI_loss: 21.507687 Detection error: 0.0101393461227417 time: 5:23:41.712165
- B/E: 85 / 142 , Gen_loss: -0.35478836 MI_loss: 21.485596 Detection error: 0.010119199752807617 time: 5:23:42.610994
- B/E: 86 / 142 , Gen_loss: -0.3585434 MI_loss: 21.692762 Detection error: 0.010122478008270264 time: 5:23:43.491427
- B/E: 87 / 142 , Gen_loss: -0.35437793 MI_loss: 21.365887 Detection error: 0.010103344917297363 time: 5:23:44.376484
- B/E: 88 / 142 , Gen_loss: -0.3495983 MI_loss: 21.114485 Detection error: 0.010091304779052734 time: 5:23:45.258862
- B/E: 89 / 142 , Gen_loss: -0.3519224 MI_loss: 21.465616 Detection error: 0.010103464126586914 time: 5:23:46.225007
- B/E: 90 / 142 , Gen_loss: -0.35881153 MI_loss: 21.622763 Detection error: 0.010099947452545166 time: 5:23:47.105664
- B/E: 91 / 142 , Gen_loss: -0.3544501 MI_loss: 21.538506 Detection error: 0.010104596614837646 time: 5:23:47.993366
- B/E: 92 / 142 , Gen_loss: -0.3512388 MI_loss: 21.33392 Detection error: 0.010095417499542236 time: 5:23:48.874887
- B/E: 93 / 142 , Gen_loss: -0.35340557 MI_loss: 21.489769 Detection error: 0.010091781616210938 time: 5:23:49.755297
- B/E: 94 / 142 , Gen_loss: -0.34745178 MI_loss: 21.16035 Detection error: 0.010111510753631592 time: 5:23:50.652901
- B/E: 95 / 142 , Gen_loss: -0.35226217 MI_loss: 21.353148 Detection error: 0.010113298892974854 time: 5:23:51.536173
- B/E: 96 / 142 , Gen_loss: -0.3559355 MI_loss: 21.571632 Detection error: 0.010111808776855469 time: 5:23:52.431491
- B/E: 97 / 142 , Gen_loss: -0.35679138 MI_loss: 21.591284 Detection error: 0.01009756326675415 time: 5:23:53.308021
- B/E: 98 / 142 , Gen_loss: -0.35216096 MI_loss: 21.344795 Detection error: 0.010091543197631836 time: 5:23:54.207473
- B/E: 99 / 142 , Gen_loss: -0.36515766 MI_loss: 21.89527 Detection error: 0.010083138942718506 time: 5:23:55.089205
- B/E: 100 / 142 , Gen_loss: -0.35441643 MI_loss: 21.6053 Detection error: 0.010091245174407959 time: 5:23:55.969503
- B/E: 101 / 142 , Gen_loss: -0.360245 MI_loss: 21.848492 Detection error: 0.010093450546264648 time: 5:23:56.848502
- B/E: 102 / 142 , Gen_loss: -0.3562412 MI_loss: 21.70888 Detection error: 0.010091304779052734 time: 5:23:57.756680
- B/E: 103 / 142 , Gen_loss: -0.35330743 MI_loss: 21.472185 Detection error: 0.01008981466293335 time: 5:23:58.640348
- B/E: 104 / 142 , Gen_loss: -0.35098937 MI_loss: 21.27001 Detection error: 0.010095536708831787 time: 5:23:59.544385
- B/E: 105 / 142 , Gen_loss: -0.36157542 MI_loss: 21.95281 Detection error: 0.010094642639160156 time: 5:24:00.521457
- B/E: 106 / 142 , Gen_loss: -0.3554543 MI_loss: 21.633823 Detection error: 0.010095477104187012 time: 5:24:01.403914
- B/E: 107 / 142 , Gen_loss: -0.34803572 MI_loss: 21.185266 Detection error: 0.010098397731781006 time: 5:24:02.286679
- B/E: 108 / 142 , Gen_loss: -0.3537965 MI_loss: 21.477427 Detection error: 0.010100066661834717 time: 5:24:03.165499
- B/E: 109 / 142 , Gen_loss: -0.3542072 MI_loss: 21.571775 Detection error: 0.010094881057739258 time: 5:24:04.052663
- B/E: 110 / 142 , Gen_loss: -0.36539328 MI_loss: 21.938578 Detection error: 0.010083615779876709 time: 5:24:04.936979
- B/E: 111 / 142 , Gen_loss: -0.36150718 MI_loss: 21.936638 Detection error: 0.01008540391921997 time: 5:24:05.823062
- B/E: 112 / 142 , Gen_loss: -0.35429326 MI_loss: 21.472717 Detection error: 0.010083258152008057 time: 5:24:06.701949
- B/E: 113 / 142 , Gen_loss: -0.35386622 MI_loss: 21.62744 Detection error: 0.010086357593536377 time: 5:24:07.507540
- B/E: 114 / 142 , Gen_loss: -0.354321 MI_loss: 21.579288 Detection error: 0.010087251663208008 time: 5:24:08.346212
- B/E: 115 / 142 , Gen_loss: -0.3621515 MI_loss: 21.803614 Detection error: 0.010083258152008057 time: 5:24:09.113451
- B/E: 116 / 142 , Gen_loss: -0.3600089 MI_loss: 21.902601 Detection error: 0.010085999965667725 time: 5:24:09.883541
- B/E: 117 / 142 , Gen_loss: -0.34480435 MI_loss: 20.91705 Detection error: 0.010087668895721436 time: 5:24:10.665879
- B/E: 118 / 142 , Gen_loss: -0.36306718 MI_loss: 21.944412 Detection error: 0.010078489780426025 time: 5:24:11.437567
- B/E: 119 / 142 , Gen_loss: -0.35864365 MI_loss: 21.703056 Detection error: 0.010081231594085693 time: 5:24:12.206213
- B/E: 120 / 142 , Gen_loss: -0.34268957 MI_loss: 20.809574 Detection error: 0.010079026222229004 time: 5:24:13.016528
- B/E: 121 / 142 , Gen_loss: -0.37716097 MI_loss: 22.9704 Detection error: 0.010084033012390137 time: 5:24:13.931696
- B/E: 122 / 142 , Gen_loss: -0.3592985 MI_loss: 21.744495 Detection error: 0.010081827640533447 time: 5:24:14.787842
- B/E: 123 / 142 , Gen_loss: -0.35328028 MI_loss: 21.293587 Detection error: 0.010071337223052979 time: 5:24:15.669297
- B/E: 124 / 142 , Gen_loss: -0.36918136 MI_loss: 22.433216 Detection error: 0.01007223129272461 time: 5:24:16.547757
- B/E: 125 / 142 , Gen_loss: -0.3618566 MI_loss: 22.021967 Detection error: 0.01007091999053955 time: 5:24:17.427181
- B/E: 126 / 142 , Gen_loss: -0.36030206 MI_loss: 21.902994 Detection error: 0.010078966617584229 time: 5:24:18.304542
- B/E: 127 / 142 , Gen_loss: -0.3567714 MI_loss: 21.632084 Detection error: 0.010077416896820068 time: 5:24:19.184770
- B/E: 128 / 142 , Gen_loss: -0.35295337 MI_loss: 21.366703 Detection error: 0.010084033012390137 time: 5:24:20.068380
- B/E: 129 / 142 , Gen_loss: -0.35538062 MI_loss: 21.691494 Detection error: 0.010090172290802002 time: 5:24:20.956793
- B/E: 130 / 142 , Gen_loss: -0.35191217 MI_loss: 21.240648 Detection error: 0.010097801685333252 time: 5:24:21.835527
- B/E: 131 / 142 , Gen_loss: -0.358397 MI_loss: 21.666294 Detection error: 0.010100364685058594 time: 5:24:22.725579
- B/E: 132 / 142 , Gen_loss: -0.36548164 MI_loss: 22.082417 Detection error: 0.01009678840637207 time: 5:24:23.551738
- B/E: 133 / 142 , Gen_loss: -0.3616524 MI_loss: 22.018948 Detection error: 0.010099828243255615 time: 5:24:24.345483
- B/E: 134 / 142 , Gen_loss: -0.35531688 MI_loss: 21.668015 Detection error: 0.010108113288879395 time: 5:24:25.148954
- B/E: 135 / 142 , Gen_loss: -0.358543 MI_loss: 21.729895 Detection error: 0.010108709335327148 time: 5:24:25.944480
- B/E: 136 / 142 , Gen_loss: -0.36031842 MI_loss: 21.734032 Detection error: 0.010110199451446533 time: 5:24:26.814683
- B/E: 137 / 142 , Gen_loss: -0.35124418 MI_loss: 21.244684 Detection error: 0.010111868381500244 time: 5:24:27.783126
- B/E: 138 / 142 , Gen_loss: -0.35416806 MI_loss: 21.648884 Detection error: 0.010113060474395752 time: 5:24:28.660039
- B/E: 139 / 142 , Gen_loss: -0.35544682 MI_loss: 21.482876 Detection error: 0.010118722915649414 time: 5:24:29.539404
- B/E: 140 / 142 , Gen_loss: -0.3531464 MI_loss: 21.432318 Detection error: 0.010124802589416504 time: 5:24:30.425569
- B/E: 141 / 142 , Gen_loss: -0.36905023 MI_loss: 22.22239 Detection error: 0.010119259357452393 time: 5:24:31.310209
- B/E: 142 / 142 , Gen_loss: -0.35334998 MI_loss: 21.34573 Detection error: 0.010117113590240479 time: 5:24:32.140632
- B/E: 143 / 142 , Gen_loss: -0.3700237 MI_loss: 22.405651 Detection error: 0.010110914707183838 time: 5:24:32.977050
- B/E: 144 / 142 , Gen_loss: -0.356149 MI_loss: 21.556973 Detection error: 0.010119378566741943 time: 5:24:33.869029
- B/E: 145 / 142 , Gen_loss: -0.3438035 MI_loss: 20.891844 Detection error: 0.010125875473022461 time: 5:24:34.755084
- B/E: 146 / 142 , Gen_loss: -0.34214914 MI_loss: 20.700504 Detection error: 0.010126292705535889 time: 5:24:35.638076
- B/E: 147 / 142 , Gen_loss: -0.34952092 MI_loss: 21.240993 Detection error: 0.010131120681762695 time: 5:24:36.518497
- B/E: 148 / 142 , Gen_loss: -0.36445135 MI_loss: 22.25893 Detection error: 0.010134637355804443 time: 5:24:37.417948
- B/E: 149 / 142 , Gen_loss: -0.34692258 MI_loss: 20.999443 Detection error: 0.010139167308807373 time: 5:24:38.303212
-
- Test Loss: 10.320435 Test Error: 0.010800004005432129
- -----
- EPOCH: 143
- B/E: 0 / 143 , Gen_loss: -0.35264394 MI_loss: 21.496729 Detection error: 0.01078122854232788 time: 5:24:40.274306
- B/E: 1 / 143 , Gen_loss: -0.35050717 MI_loss: 21.356894 Detection error: 0.010656237602233887 time: 5:24:58.887301
- B/E: 2 / 143 , Gen_loss: -0.3523437 MI_loss: 21.314999 Detection error: 0.010229170322418213 time: 5:24:59.890216
- B/E: 3 / 143 , Gen_loss: -0.36222875 MI_loss: 21.932596 Detection error: 0.01006251573562622 time: 5:25:00.784454
- B/E: 4 / 143 , Gen_loss: -0.3542667 MI_loss: 21.486137 Detection error: 0.010068774223327637 time: 5:25:01.670896
- B/E: 5 / 143 , Gen_loss: -0.35533115 MI_loss: 21.721811 Detection error: 0.010078132152557373 time: 5:25:02.551393
- B/E: 6 / 143 , Gen_loss: -0.3597201 MI_loss: 21.997261 Detection error: 0.010138392448425293 time: 5:25:03.436720
- B/E: 7 / 143 , Gen_loss: -0.3596741 MI_loss: 21.855846 Detection error: 0.010234355926513672 time: 5:25:04.348306
- B/E: 8 / 143 , Gen_loss: -0.3530773 MI_loss: 21.312178 Detection error: 0.010104179382324219 time: 5:25:05.148218
- B/E: 9 / 143 , Gen_loss: -0.3592844 MI_loss: 21.945414 Detection error: 0.010128140449523926 time: 5:25:05.946943
- B/E: 10 / 143 , Gen_loss: -0.36960673 MI_loss: 22.29528 Detection error: 0.01014775037765503 time: 5:25:06.717651
- B/E: 11 / 143 , Gen_loss: -0.34596407 MI_loss: 20.959034 Detection error: 0.0101432204246521 time: 5:25:07.484025
- B/E: 12 / 143 , Gen_loss: -0.36320525 MI_loss: 21.990162 Detection error: 0.01022118330001831 time: 5:25:08.322973
- B/E: 13 / 143 , Gen_loss: -0.3654752 MI_loss: 22.279772 Detection error: 0.010234355926513672 time: 5:25:09.119829
- B/E: 14 / 143 , Gen_loss: -0.3561504 MI_loss: 21.560732 Detection error: 0.010191679000854492 time: 5:25:09.942668
- B/E: 15 / 143 , Gen_loss: -0.36001924 MI_loss: 21.846056 Detection error: 0.010152339935302734 time: 5:25:10.802957
- B/E: 16 / 143 , Gen_loss: -0.3646245 MI_loss: 22.021626 Detection error: 0.010132372379302979 time: 5:25:11.701748
- B/E: 17 / 143 , Gen_loss: -0.35335907 MI_loss: 21.421204 Detection error: 0.010128498077392578 time: 5:25:12.598550
- B/E: 18 / 143 , Gen_loss: -0.35205743 MI_loss: 21.22497 Detection error: 0.010085523128509521 time: 5:25:13.557976
- B/E: 19 / 143 , Gen_loss: -0.3569069 MI_loss: 21.854073 Detection error: 0.010095298290252686 time: 5:25:14.436895
- B/E: 20 / 143 , Gen_loss: -0.35709715 MI_loss: 21.674404 Detection error: 0.010107159614562988 time: 5:25:15.315127
- B/E: 21 / 143 , Gen_loss: -0.35216343 MI_loss: 21.37529 Detection error: 0.010103702545166016 time: 5:25:16.220683
- B/E: 22 / 143 , Gen_loss: -0.35483688 MI_loss: 21.444729 Detection error: 0.010077416896820068 time: 5:25:17.103451
- B/E: 23 / 143 , Gen_loss: -0.36212838 MI_loss: 21.998507 Detection error: 0.010093748569488525 time: 5:25:17.983966
- B/E: 24 / 143 , Gen_loss: -0.34899747 MI_loss: 21.026295 Detection error: 0.010092496871948242 time: 5:25:18.881524
- B/E: 25 / 143 , Gen_loss: -0.3628409 MI_loss: 21.958958 Detection error: 0.010103344917297363 time: 5:25:19.764221
- B/E: 26 / 143 , Gen_loss: -0.34833425 MI_loss: 21.102013 Detection error: 0.010157406330108643 time: 5:25:20.643819
- B/E: 27 / 143 , Gen_loss: -0.36094284 MI_loss: 21.95017 Detection error: 0.0101584792137146 time: 5:25:21.537703
- B/E: 28 / 143 , Gen_loss: -0.3509254 MI_loss: 21.238342 Detection error: 0.010158419609069824 time: 5:25:22.417372
- B/E: 29 / 143 , Gen_loss: -0.3551014 MI_loss: 21.573122 Detection error: 0.010189592838287354 time: 5:25:23.293519
- B/E: 30 / 143 , Gen_loss: -0.3562048 MI_loss: 21.56776 Detection error: 0.010161280632019043 time: 5:25:24.174402
- B/E: 31 / 143 , Gen_loss: -0.3525893 MI_loss: 21.345648 Detection error: 0.010134756565093994 time: 5:25:25.198029
- B/E: 32 / 143 , Gen_loss: -0.35501492 MI_loss: 21.455194 Detection error: 0.010124027729034424 time: 5:25:26.072798
- B/E: 33 / 143 , Gen_loss: -0.35614857 MI_loss: 21.539692 Detection error: 0.01010751724243164 time: 5:25:26.948278
- B/E: 34 / 143 , Gen_loss: -0.35402286 MI_loss: 21.603062 Detection error: 0.010122299194335938 time: 5:25:27.814077
- B/E: 35 / 143 , Gen_loss: -0.34837824 MI_loss: 21.213272 Detection error: 0.010097205638885498 time: 5:25:28.696210
- B/E: 36 / 143 , Gen_loss: -0.36645886 MI_loss: 22.162712 Detection error: 0.01007688045501709 time: 5:25:29.569775
- B/E: 37 / 143 , Gen_loss: -0.36068743 MI_loss: 22.047197 Detection error: 0.010087966918945312 time: 5:25:30.463918
- B/E: 38 / 143 , Gen_loss: -0.3552394 MI_loss: 21.531664 Detection error: 0.010104954242706299 time: 5:25:31.342620
- B/E: 39 / 143 , Gen_loss: -0.36009073 MI_loss: 21.623367 Detection error: 0.010080456733703613 time: 5:25:32.147282
- B/E: 40 / 143 , Gen_loss: -0.3528613 MI_loss: 21.430832 Detection error: 0.01008385419845581 time: 5:25:32.916527
- B/E: 41 / 143 , Gen_loss: -0.34595028 MI_loss: 21.08147 Detection error: 0.010081827640533447 time: 5:25:33.686209
- B/E: 42 / 143 , Gen_loss: -0.3648207 MI_loss: 22.041367 Detection error: 0.010066866874694824 time: 5:25:34.454339
- B/E: 43 / 143 , Gen_loss: -0.36028114 MI_loss: 21.7676 Detection error: 0.010060369968414307 time: 5:25:35.223572
- B/E: 44 / 143 , Gen_loss: -0.34932148 MI_loss: 21.21497 Detection error: 0.010084033012390137 time: 5:25:36.094706
- B/E: 45 / 143 , Gen_loss: -0.3534571 MI_loss: 21.454597 Detection error: 0.01010054349899292 time: 5:25:36.971751
- B/E: 46 / 143 , Gen_loss: -0.34654573 MI_loss: 21.068018 Detection error: 0.010093092918395996 time: 5:25:37.850766
- B/E: 47 / 143 , Gen_loss: -0.36070302 MI_loss: 21.735407 Detection error: 0.010095715522766113 time: 5:25:38.732760
- B/E: 48 / 143 , Gen_loss: -0.357982 MI_loss: 21.711567 Detection error: 0.010107755661010742 time: 5:25:39.714349
- B/E: 49 / 143 , Gen_loss: -0.35460562 MI_loss: 21.608265 Detection error: 0.010108768939971924 time: 5:25:40.597235
- B/E: 50 / 143 , Gen_loss: -0.3630758 MI_loss: 21.969896 Detection error: 0.010116398334503174 time: 5:25:41.485215
- B/E: 51 / 143 , Gen_loss: -0.36519268 MI_loss: 22.33074 Detection error: 0.01012200117111206 time: 5:25:42.394683
- B/E: 52 / 143 , Gen_loss: -0.36136878 MI_loss: 21.887295 Detection error: 0.01012265682220459 time: 5:25:43.277192
- B/E: 53 / 143 , Gen_loss: -0.35913396 MI_loss: 21.73568 Detection error: 0.010136008262634277 time: 5:25:44.157208
- B/E: 54 / 143 , Gen_loss: -0.3557969 MI_loss: 21.599308 Detection error: 0.010132372379302979 time: 5:25:45.033964
- B/E: 55 / 143 , Gen_loss: -0.35437062 MI_loss: 21.683842 Detection error: 0.010119438171386719 time: 5:25:45.920197
- B/E: 56 / 143 , Gen_loss: -0.36295274 MI_loss: 21.916592 Detection error: 0.010106921195983887 time: 5:25:46.804141
- B/E: 57 / 143 , Gen_loss: -0.3658629 MI_loss: 22.13093 Detection error: 0.010104000568389893 time: 5:25:47.659767
- B/E: 58 / 143 , Gen_loss: -0.36538333 MI_loss: 22.030756 Detection error: 0.010089516639709473 time: 5:25:48.516619
- B/E: 59 / 143 , Gen_loss: -0.35730988 MI_loss: 21.724804 Detection error: 0.010114610195159912 time: 5:25:49.328994
- B/E: 60 / 143 , Gen_loss: -0.3538026 MI_loss: 21.302238 Detection error: 0.010105550289154053 time: 5:25:50.116166
- B/E: 61 / 143 , Gen_loss: -0.34649354 MI_loss: 21.016945 Detection error: 0.010110914707183838 time: 5:25:50.888949
- B/E: 62 / 143 , Gen_loss: -0.35446507 MI_loss: 21.560658 Detection error: 0.010118544101715088 time: 5:25:51.654624
- B/E: 63 / 143 , Gen_loss: -0.36507523 MI_loss: 22.171974 Detection error: 0.010117173194885254 time: 5:25:52.622492
- B/E: 64 / 143 , Gen_loss: -0.35427696 MI_loss: 21.552084 Detection error: 0.010122120380401611 time: 5:25:53.505975
- B/E: 65 / 143 , Gen_loss: -0.35338864 MI_loss: 21.455362 Detection error: 0.010118365287780762 time: 5:25:54.385406
- B/E: 66 / 143 , Gen_loss: -0.35202265 MI_loss: 21.416359 Detection error: 0.010117530822753906 time: 5:25:55.263324
- B/E: 67 / 143 , Gen_loss: -0.36046928 MI_loss: 21.878632 Detection error: 0.01011812686920166 time: 5:25:56.171235
- B/E: 68 / 143 , Gen_loss: -0.35466185 MI_loss: 21.545362 Detection error: 0.01011955738067627 time: 5:25:57.054855
- B/E: 69 / 143 , Gen_loss: -0.34874398 MI_loss: 21.043385 Detection error: 0.010128140449523926 time: 5:25:57.932699
- B/E: 70 / 143 , Gen_loss: -0.3635984 MI_loss: 22.082905 Detection error: 0.01012277603149414 time: 5:25:58.834941
- B/E: 71 / 143 , Gen_loss: -0.36315393 MI_loss: 22.074697 Detection error: 0.010126709938049316 time: 5:25:59.722291
- B/E: 72 / 143 , Gen_loss: -0.35803413 MI_loss: 21.756834 Detection error: 0.010121583938598633 time: 5:26:00.604871
- B/E: 73 / 143 , Gen_loss: -0.35909897 MI_loss: 21.736448 Detection error: 0.010119497776031494 time: 5:26:01.481918
- B/E: 74 / 143 , Gen_loss: -0.35610515 MI_loss: 21.570663 Detection error: 0.010123729705810547 time: 5:26:02.362915
- B/E: 75 / 143 , Gen_loss: -0.35248977 MI_loss: 21.163668 Detection error: 0.010114729404449463 time: 5:26:03.247239
- B/E: 76 / 143 , Gen_loss: -0.35714984 MI_loss: 21.794436 Detection error: 0.010123789310455322 time: 5:26:04.126612
- B/E: 77 / 143 , Gen_loss: -0.359213 MI_loss: 21.652695 Detection error: 0.01011580228805542 time: 5:26:05.005660
- B/E: 78 / 143 , Gen_loss: -0.35510653 MI_loss: 21.504726 Detection error: 0.010109543800354004 time: 5:26:05.897299
- B/E: 79 / 143 , Gen_loss: -0.36182985 MI_loss: 21.94885 Detection error: 0.010124623775482178 time: 5:26:06.873595
- B/E: 80 / 143 , Gen_loss: -0.3604235 MI_loss: 21.98928 Detection error: 0.010138869285583496 time: 5:26:07.754446
- B/E: 81 / 143 , Gen_loss: -0.361075 MI_loss: 21.914644 Detection error: 0.010126113891601562 time: 5:26:08.631893
- B/E: 82 / 143 , Gen_loss: -0.35432026 MI_loss: 21.392603 Detection error: 0.010124266147613525 time: 5:26:09.515884
- B/E: 83 / 143 , Gen_loss: -0.34498715 MI_loss: 20.87418 Detection error: 0.010132789611816406 time: 5:26:10.393988
- B/E: 84 / 143 , Gen_loss: -0.3519042 MI_loss: 21.454592 Detection error: 0.010123908519744873 time: 5:26:11.273202
- B/E: 85 / 143 , Gen_loss: -0.3509502 MI_loss: 20.937744 Detection error: 0.010103583335876465 time: 5:26:12.154392
- B/E: 86 / 143 , Gen_loss: -0.35967892 MI_loss: 21.779066 Detection error: 0.010105252265930176 time: 5:26:13.042908
- B/E: 87 / 143 , Gen_loss: -0.3571135 MI_loss: 21.609375 Detection error: 0.010093748569488525 time: 5:26:13.923827
- B/E: 88 / 143 , Gen_loss: -0.35714 MI_loss: 21.634884 Detection error: 0.01007932424545288 time: 5:26:14.802160
- B/E: 89 / 143 , Gen_loss: -0.35118777 MI_loss: 21.4543 Detection error: 0.010090947151184082 time: 5:26:15.682882
- B/E: 90 / 143 , Gen_loss: -0.36404642 MI_loss: 22.088058 Detection error: 0.010091006755828857 time: 5:26:16.565317
- B/E: 91 / 143 , Gen_loss: -0.35309103 MI_loss: 21.435982 Detection error: 0.010097146034240723 time: 5:26:17.440455
- B/E: 92 / 143 , Gen_loss: -0.35496807 MI_loss: 21.500578 Detection error: 0.010083317756652832 time: 5:26:18.321769
- B/E: 93 / 143 , Gen_loss: -0.3485158 MI_loss: 21.267853 Detection error: 0.010084748268127441 time: 5:26:19.228527
- B/E: 94 / 143 , Gen_loss: -0.35804352 MI_loss: 21.813719 Detection error: 0.01010066270828247 time: 5:26:20.111021
- B/E: 95 / 143 , Gen_loss: -0.36185166 MI_loss: 21.945198 Detection error: 0.010098934173583984 time: 5:26:21.070587
- B/E: 96 / 143 , Gen_loss: -0.35104796 MI_loss: 21.282448 Detection error: 0.010097920894622803 time: 5:26:21.952865
- B/E: 97 / 143 , Gen_loss: -0.36646017 MI_loss: 22.202248 Detection error: 0.010088622570037842 time: 5:26:22.840222
- B/E: 98 / 143 , Gen_loss: -0.3587396 MI_loss: 21.682983 Detection error: 0.010080158710479736 time: 5:26:23.721475
- B/E: 99 / 143 , Gen_loss: -0.36008453 MI_loss: 21.6976 Detection error: 0.010078728199005127 time: 5:26:24.600547
- B/E: 100 / 143 , Gen_loss: -0.36170545 MI_loss: 22.180464 Detection error: 0.010084152221679688 time: 5:26:25.488715
- B/E: 101 / 143 , Gen_loss: -0.36267835 MI_loss: 22.106043 Detection error: 0.010087907314300537 time: 5:26:26.394107
- B/E: 102 / 143 , Gen_loss: -0.35113648 MI_loss: 21.2849 Detection error: 0.01008373498916626 time: 5:26:27.272603
- B/E: 103 / 143 , Gen_loss: -0.35466763 MI_loss: 21.58569 Detection error: 0.01008683443069458 time: 5:26:28.151215
- B/E: 104 / 143 , Gen_loss: -0.3589569 MI_loss: 21.66618 Detection error: 0.010082721710205078 time: 5:26:29.069134
- B/E: 105 / 143 , Gen_loss: -0.35484663 MI_loss: 21.655218 Detection error: 0.010081648826599121 time: 5:26:29.951439
- B/E: 106 / 143 , Gen_loss: -0.35253787 MI_loss: 21.126236 Detection error: 0.010082662105560303 time: 5:26:30.827249
- B/E: 107 / 143 , Gen_loss: -0.35763487 MI_loss: 21.846796 Detection error: 0.010083913803100586 time: 5:26:31.705226
- B/E: 108 / 143 , Gen_loss: -0.36172152 MI_loss: 21.945875 Detection error: 0.010085463523864746 time: 5:26:32.603887
- B/E: 109 / 143 , Gen_loss: -0.3591337 MI_loss: 21.797668 Detection error: 0.010082662105560303 time: 5:26:33.483839
- B/E: 110 / 143 , Gen_loss: -0.34925362 MI_loss: 21.123327 Detection error: 0.0100785493850708 time: 5:26:34.363432
- B/E: 111 / 143 , Gen_loss: -0.37492004 MI_loss: 22.605206 Detection error: 0.010073959827423096 time: 5:26:35.328499
- B/E: 112 / 143 , Gen_loss: -0.3634918 MI_loss: 22.128204 Detection error: 0.010074973106384277 time: 5:26:36.216186
- B/E: 113 / 143 , Gen_loss: -0.34954935 MI_loss: 21.37558 Detection error: 0.01007920503616333 time: 5:26:37.074316
- B/E: 114 / 143 , Gen_loss: -0.36449578 MI_loss: 22.049839 Detection error: 0.01007908582687378 time: 5:26:37.953181
- B/E: 115 / 143 , Gen_loss: -0.3559789 MI_loss: 21.364744 Detection error: 0.010072469711303711 time: 5:26:38.853416
- B/E: 116 / 143 , Gen_loss: -0.36039343 MI_loss: 22.027786 Detection error: 0.010075032711029053 time: 5:26:39.733055
- B/E: 117 / 143 , Gen_loss: -0.3495992 MI_loss: 21.327637 Detection error: 0.010079443454742432 time: 5:26:40.609743
- B/E: 118 / 143 , Gen_loss: -0.36796996 MI_loss: 22.334414 Detection error: 0.010070621967315674 time: 5:26:41.486377
- B/E: 119 / 143 , Gen_loss: -0.3605206 MI_loss: 21.793451 Detection error: 0.010072648525238037 time: 5:26:42.372192
- B/E: 120 / 143 , Gen_loss: -0.3611096 MI_loss: 21.813753 Detection error: 0.010066628456115723 time: 5:26:43.255088
- B/E: 121 / 143 , Gen_loss: -0.35545048 MI_loss: 21.59956 Detection error: 0.01006990671157837 time: 5:26:44.132831
- B/E: 122 / 143 , Gen_loss: -0.36651233 MI_loss: 22.218956 Detection error: 0.010066032409667969 time: 5:26:45.012908
- B/E: 123 / 143 , Gen_loss: -0.35443836 MI_loss: 21.449375 Detection error: 0.010060727596282959 time: 5:26:45.898478
- B/E: 124 / 143 , Gen_loss: -0.35774627 MI_loss: 21.74883 Detection error: 0.010059773921966553 time: 5:26:46.777283
- B/E: 125 / 143 , Gen_loss: -0.35500678 MI_loss: 21.348238 Detection error: 0.010064482688903809 time: 5:26:47.663590
- B/E: 126 / 143 , Gen_loss: -0.3545811 MI_loss: 21.634718 Detection error: 0.010067641735076904 time: 5:26:48.555801
- B/E: 127 / 143 , Gen_loss: -0.36720082 MI_loss: 22.390068 Detection error: 0.010072290897369385 time: 5:26:49.537302
- B/E: 128 / 143 , Gen_loss: -0.36301517 MI_loss: 22.05241 Detection error: 0.010074853897094727 time: 5:26:50.420956
- B/E: 129 / 143 , Gen_loss: -0.35889784 MI_loss: 21.881638 Detection error: 0.01008075475692749 time: 5:26:51.297560
- B/E: 130 / 143 , Gen_loss: -0.35996535 MI_loss: 21.76231 Detection error: 0.010086596012115479 time: 5:26:52.181324
- B/E: 131 / 143 , Gen_loss: -0.35942218 MI_loss: 21.681328 Detection error: 0.010089278221130371 time: 5:26:53.062859
- B/E: 132 / 143 , Gen_loss: -0.3644438 MI_loss: 22.082584 Detection error: 0.010087430477142334 time: 5:26:53.942506
- B/E: 133 / 143 , Gen_loss: -0.36303553 MI_loss: 22.02083 Detection error: 0.01008981466293335 time: 5:26:54.822399
- B/E: 134 / 143 , Gen_loss: -0.3588285 MI_loss: 21.950098 Detection error: 0.010098636150360107 time: 5:26:55.709022
- B/E: 135 / 143 , Gen_loss: -0.3558494 MI_loss: 21.532503 Detection error: 0.010101318359375 time: 5:26:56.592411
- B/E: 136 / 143 , Gen_loss: -0.36736363 MI_loss: 22.216301 Detection error: 0.010100841522216797 time: 5:26:57.468505
- B/E: 137 / 143 , Gen_loss: -0.3572959 MI_loss: 21.596262 Detection error: 0.010100781917572021 time: 5:26:58.351343
- B/E: 138 / 143 , Gen_loss: -0.36202812 MI_loss: 22.10849 Detection error: 0.010106563568115234 time: 5:26:59.187518
- B/E: 139 / 143 , Gen_loss: -0.34886944 MI_loss: 21.145916 Detection error: 0.010110259056091309 time: 5:26:59.951283
- B/E: 140 / 143 , Gen_loss: -0.35091552 MI_loss: 21.323421 Detection error: 0.01011437177658081 time: 5:27:00.820464
- B/E: 141 / 143 , Gen_loss: -0.35607556 MI_loss: 21.479748 Detection error: 0.010110020637512207 time: 5:27:01.698598
- B/E: 142 / 143 , Gen_loss: -0.3676313 MI_loss: 22.295746 Detection error: 0.01010972261428833 time: 5:27:02.576560
- B/E: 143 / 143 , Gen_loss: -0.36354887 MI_loss: 22.037333 Detection error: 0.010105013847351074 time: 5:27:03.538531
- B/E: 144 / 143 , Gen_loss: -0.35615578 MI_loss: 21.594784 Detection error: 0.010114014148712158 time: 5:27:04.428834
- B/E: 145 / 143 , Gen_loss: -0.35426408 MI_loss: 21.336918 Detection error: 0.010119855403900146 time: 5:27:05.315739
- B/E: 146 / 143 , Gen_loss: -0.3586936 MI_loss: 21.697699 Detection error: 0.010123729705810547 time: 5:27:06.195334
- B/E: 147 / 143 , Gen_loss: -0.3506847 MI_loss: 21.167717 Detection error: 0.010124802589416504 time: 5:27:07.071823
- B/E: 148 / 143 , Gen_loss: -0.35715017 MI_loss: 21.598045 Detection error: 0.010126233100891113 time: 5:27:07.952907
- B/E: 149 / 143 , Gen_loss: -0.35260388 MI_loss: 21.40357 Detection error: 0.010135412216186523 time: 5:27:08.834493
-
- Test Loss: 10.328952 Test Error: 0.010800004005432129
- -----
- EPOCH: 144
- B/E: 0 / 144 , Gen_loss: -0.35878828 MI_loss: 21.75498 Detection error: 0.01106250286102295 time: 5:27:10.777424
- B/E: 1 / 144 , Gen_loss: -0.35146502 MI_loss: 21.354551 Detection error: 0.010640621185302734 time: 5:27:29.724444
- B/E: 2 / 144 , Gen_loss: -0.3471463 MI_loss: 20.978565 Detection error: 0.010208308696746826 time: 5:27:30.639945
- B/E: 3 / 144 , Gen_loss: -0.35589558 MI_loss: 21.697609 Detection error: 0.010109364986419678 time: 5:27:31.530166
- B/E: 4 / 144 , Gen_loss: -0.36168677 MI_loss: 21.973478 Detection error: 0.01003122329711914 time: 5:27:32.412988
- B/E: 5 / 144 , Gen_loss: -0.36599794 MI_loss: 22.386488 Detection error: 0.010109364986419678 time: 5:27:33.388417
- B/E: 6 / 144 , Gen_loss: -0.35933897 MI_loss: 21.806913 Detection error: 0.01009821891784668 time: 5:27:34.272160
- B/E: 7 / 144 , Gen_loss: -0.3600608 MI_loss: 21.766117 Detection error: 0.010164082050323486 time: 5:27:35.153083
- B/E: 8 / 144 , Gen_loss: -0.36334124 MI_loss: 22.025465 Detection error: 0.010111093521118164 time: 5:27:36.031524
- B/E: 9 / 144 , Gen_loss: -0.35165834 MI_loss: 21.1787 Detection error: 0.010037481784820557 time: 5:27:36.914539
- B/E: 10 / 144 , Gen_loss: -0.35924575 MI_loss: 21.783203 Detection error: 0.010130703449249268 time: 5:27:37.799757
- B/E: 11 / 144 , Gen_loss: -0.36239582 MI_loss: 21.974741 Detection error: 0.010135412216186523 time: 5:27:38.675962
- B/E: 12 / 144 , Gen_loss: -0.3595028 MI_loss: 21.754541 Detection error: 0.010204315185546875 time: 5:27:39.554471
- B/E: 13 / 144 , Gen_loss: -0.3574845 MI_loss: 21.652138 Detection error: 0.010209798812866211 time: 5:27:40.440687
- B/E: 14 / 144 , Gen_loss: -0.3594832 MI_loss: 21.736666 Detection error: 0.010202109813690186 time: 5:27:41.326779
- B/E: 15 / 144 , Gen_loss: -0.35968128 MI_loss: 21.865799 Detection error: 0.010187506675720215 time: 5:27:42.203488
- B/E: 16 / 144 , Gen_loss: -0.36568138 MI_loss: 22.237808 Detection error: 0.010167300701141357 time: 5:27:43.014157
- B/E: 17 / 144 , Gen_loss: -0.35701653 MI_loss: 21.589682 Detection error: 0.01013714075088501 time: 5:27:43.814682
- B/E: 18 / 144 , Gen_loss: -0.3478704 MI_loss: 21.126396 Detection error: 0.010080575942993164 time: 5:27:44.584618
- B/E: 19 / 144 , Gen_loss: -0.35680276 MI_loss: 21.6517 Detection error: 0.010095298290252686 time: 5:27:45.356852
- B/E: 20 / 144 , Gen_loss: -0.3579546 MI_loss: 21.634924 Detection error: 0.01010119915008545 time: 5:27:46.225157
- B/E: 21 / 144 , Gen_loss: -0.3605464 MI_loss: 21.806906 Detection error: 0.010103702545166016 time: 5:27:47.049750
- B/E: 22 / 144 , Gen_loss: -0.3536468 MI_loss: 21.414911 Detection error: 0.010099172592163086 time: 5:27:47.874701
- B/E: 23 / 144 , Gen_loss: -0.35934952 MI_loss: 21.653477 Detection error: 0.010066390037536621 time: 5:27:48.686841
- B/E: 24 / 144 , Gen_loss: -0.35988116 MI_loss: 21.751709 Detection error: 0.010089993476867676 time: 5:27:49.551412
- B/E: 25 / 144 , Gen_loss: -0.3572318 MI_loss: 21.534313 Detection error: 0.010114192962646484 time: 5:27:50.435237
- B/E: 26 / 144 , Gen_loss: -0.35985422 MI_loss: 21.987709 Detection error: 0.010170161724090576 time: 5:27:51.321265
- B/E: 27 / 144 , Gen_loss: -0.35324222 MI_loss: 21.449194 Detection error: 0.010175228118896484 time: 5:27:52.203259
- B/E: 28 / 144 , Gen_loss: -0.36352292 MI_loss: 22.059345 Detection error: 0.010174572467803955 time: 5:27:53.093694
- B/E: 29 / 144 , Gen_loss: -0.36032045 MI_loss: 21.966143 Detection error: 0.010204195976257324 time: 5:27:53.992612
- B/E: 30 / 144 , Gen_loss: -0.36114526 MI_loss: 21.896564 Detection error: 0.010170340538024902 time: 5:27:54.872351
- B/E: 31 / 144 , Gen_loss: -0.36069602 MI_loss: 21.87149 Detection error: 0.010140597820281982 time: 5:27:55.753783
- B/E: 32 / 144 , Gen_loss: -0.35444832 MI_loss: 21.594982 Detection error: 0.010150551795959473 time: 5:27:56.635982
- B/E: 33 / 144 , Gen_loss: -0.3622292 MI_loss: 21.949831 Detection error: 0.01011580228805542 time: 5:27:57.536404
- B/E: 34 / 144 , Gen_loss: -0.3446536 MI_loss: 21.137627 Detection error: 0.010112524032592773 time: 5:27:58.417557
- B/E: 35 / 144 , Gen_loss: -0.35680568 MI_loss: 21.623264 Detection error: 0.010107636451721191 time: 5:27:59.295085
- B/E: 36 / 144 , Gen_loss: -0.36545444 MI_loss: 22.142925 Detection error: 0.010103881359100342 time: 5:28:00.267062
- B/E: 37 / 144 , Gen_loss: -0.3581944 MI_loss: 21.637691 Detection error: 0.010119259357452393 time: 5:28:01.151647
- B/E: 38 / 144 , Gen_loss: -0.35192955 MI_loss: 21.275255 Detection error: 0.01012498140335083 time: 5:28:02.032932
- B/E: 39 / 144 , Gen_loss: -0.3551786 MI_loss: 21.537956 Detection error: 0.01012420654296875 time: 5:28:02.912592
- B/E: 40 / 144 , Gen_loss: -0.35648516 MI_loss: 21.599535 Detection error: 0.01011204719543457 time: 5:28:03.790688
- B/E: 41 / 144 , Gen_loss: -0.35027167 MI_loss: 21.307083 Detection error: 0.010114610195159912 time: 5:28:04.677800
- B/E: 42 / 144 , Gen_loss: -0.35233325 MI_loss: 21.208904 Detection error: 0.010098814964294434 time: 5:28:05.559442
- B/E: 43 / 144 , Gen_loss: -0.35752153 MI_loss: 21.550064 Detection error: 0.010102272033691406 time: 5:28:06.441322
- B/E: 44 / 144 , Gen_loss: -0.35465822 MI_loss: 21.543943 Detection error: 0.010113894939422607 time: 5:28:07.323652
- B/E: 45 / 144 , Gen_loss: -0.35336873 MI_loss: 21.424744 Detection error: 0.010127067565917969 time: 5:28:08.208069
- B/E: 46 / 144 , Gen_loss: -0.3548946 MI_loss: 21.555822 Detection error: 0.010133624076843262 time: 5:28:09.093581
- B/E: 47 / 144 , Gen_loss: -0.35224402 MI_loss: 21.23609 Detection error: 0.010130226612091064 time: 5:28:09.973909
- B/E: 48 / 144 , Gen_loss: -0.3533766 MI_loss: 21.435646 Detection error: 0.01014477014541626 time: 5:28:10.826758
- B/E: 49 / 144 , Gen_loss: -0.34924418 MI_loss: 21.122427 Detection error: 0.010134398937225342 time: 5:28:11.642918
- B/E: 50 / 144 , Gen_loss: -0.34767282 MI_loss: 21.21365 Detection error: 0.010152578353881836 time: 5:28:12.437501
- B/E: 51 / 144 , Gen_loss: -0.35359815 MI_loss: 21.50964 Detection error: 0.010155677795410156 time: 5:28:13.270906
- B/E: 52 / 144 , Gen_loss: -0.35395142 MI_loss: 21.275042 Detection error: 0.01014566421508789 time: 5:28:14.215583
- B/E: 53 / 144 , Gen_loss: -0.3589202 MI_loss: 21.746973 Detection error: 0.01016610860824585 time: 5:28:15.094932
- B/E: 54 / 144 , Gen_loss: -0.35751334 MI_loss: 21.668463 Detection error: 0.010161936283111572 time: 5:28:15.988374
- B/E: 55 / 144 , Gen_loss: -0.3622871 MI_loss: 21.817207 Detection error: 0.010143399238586426 time: 5:28:16.873818
- B/E: 56 / 144 , Gen_loss: -0.35590932 MI_loss: 21.637829 Detection error: 0.01012718677520752 time: 5:28:17.732930
- B/E: 57 / 144 , Gen_loss: -0.36414483 MI_loss: 21.963198 Detection error: 0.010127723217010498 time: 5:28:18.519457
- B/E: 58 / 144 , Gen_loss: -0.34323058 MI_loss: 20.803587 Detection error: 0.01012343168258667 time: 5:28:19.337095
- B/E: 59 / 144 , Gen_loss: -0.36324942 MI_loss: 22.04032 Detection error: 0.010142683982849121 time: 5:28:20.111755
- B/E: 60 / 144 , Gen_loss: -0.35297424 MI_loss: 21.451233 Detection error: 0.010139882564544678 time: 5:28:21.008373
- B/E: 61 / 144 , Gen_loss: -0.34781188 MI_loss: 21.169628 Detection error: 0.01013559103012085 time: 5:28:21.888041
- B/E: 62 / 144 , Gen_loss: -0.36644343 MI_loss: 22.192596 Detection error: 0.010138869285583496 time: 5:28:22.767334
- B/E: 63 / 144 , Gen_loss: -0.35379583 MI_loss: 21.463612 Detection error: 0.01014697551727295 time: 5:28:23.654867
- B/E: 64 / 144 , Gen_loss: -0.35289705 MI_loss: 21.505682 Detection error: 0.010142326354980469 time: 5:28:24.540868
- B/E: 65 / 144 , Gen_loss: -0.35831428 MI_loss: 21.67891 Detection error: 0.010140597820281982 time: 5:28:25.423369
- B/E: 66 / 144 , Gen_loss: -0.35361776 MI_loss: 21.494835 Detection error: 0.010138988494873047 time: 5:28:26.304679
- B/E: 67 / 144 , Gen_loss: -0.3548978 MI_loss: 21.46716 Detection error: 0.010132789611816406 time: 5:28:27.194215
- B/E: 68 / 144 , Gen_loss: -0.35103816 MI_loss: 21.413614 Detection error: 0.010135889053344727 time: 5:28:28.160954
- B/E: 69 / 144 , Gen_loss: -0.36011398 MI_loss: 21.800987 Detection error: 0.010145962238311768 time: 5:28:29.043207
- B/E: 70 / 144 , Gen_loss: -0.36297098 MI_loss: 22.093752 Detection error: 0.010140419006347656 time: 5:28:29.888814
- B/E: 71 / 144 , Gen_loss: -0.36441427 MI_loss: 22.139267 Detection error: 0.010141074657440186 time: 5:28:30.755859
- B/E: 72 / 144 , Gen_loss: -0.35202104 MI_loss: 21.46107 Detection error: 0.010144710540771484 time: 5:28:31.609358
- B/E: 73 / 144 , Gen_loss: -0.3643665 MI_loss: 22.067966 Detection error: 0.010141491889953613 time: 5:28:32.435976
- B/E: 74 / 144 , Gen_loss: -0.35532814 MI_loss: 21.622372 Detection error: 0.010134994983673096 time: 5:28:33.234183
- B/E: 75 / 144 , Gen_loss: -0.35781264 MI_loss: 21.854279 Detection error: 0.0101357102394104 time: 5:28:34.055456
- B/E: 76 / 144 , Gen_loss: -0.34890327 MI_loss: 21.115393 Detection error: 0.010135948657989502 time: 5:28:34.879564
- B/E: 77 / 144 , Gen_loss: -0.36224315 MI_loss: 21.963125 Detection error: 0.010128200054168701 time: 5:28:35.770371
- B/E: 78 / 144 , Gen_loss: -0.3587304 MI_loss: 21.629541 Detection error: 0.010124623775482178 time: 5:28:36.647924
- B/E: 79 / 144 , Gen_loss: -0.3457815 MI_loss: 21.036837 Detection error: 0.010135948657989502 time: 5:28:37.548899
- B/E: 80 / 144 , Gen_loss: -0.35530022 MI_loss: 21.538176 Detection error: 0.010140419006347656 time: 5:28:38.428936
- B/E: 81 / 144 , Gen_loss: -0.35977978 MI_loss: 21.87387 Detection error: 0.010142922401428223 time: 5:28:39.309985
- B/E: 82 / 144 , Gen_loss: -0.35103858 MI_loss: 21.42391 Detection error: 0.010135531425476074 time: 5:28:40.187679
- B/E: 83 / 144 , Gen_loss: -0.35338053 MI_loss: 21.45568 Detection error: 0.010136902332305908 time: 5:28:41.072705
- B/E: 84 / 144 , Gen_loss: -0.35485217 MI_loss: 21.53149 Detection error: 0.010133802890777588 time: 5:28:42.053399
- B/E: 85 / 144 , Gen_loss: -0.35213917 MI_loss: 21.138494 Detection error: 0.01010972261428833 time: 5:28:42.938795
- B/E: 86 / 144 , Gen_loss: -0.35871837 MI_loss: 21.809593 Detection error: 0.01011425256729126 time: 5:28:43.766586
- B/E: 87 / 144 , Gen_loss: -0.3570351 MI_loss: 21.596058 Detection error: 0.01010441780090332 time: 5:28:44.582954
- B/E: 88 / 144 , Gen_loss: -0.35525593 MI_loss: 21.583067 Detection error: 0.010089874267578125 time: 5:28:45.383641
- B/E: 89 / 144 , Gen_loss: -0.35828358 MI_loss: 21.808487 Detection error: 0.010101377964019775 time: 5:28:46.271915
- B/E: 90 / 144 , Gen_loss: -0.35569042 MI_loss: 21.609009 Detection error: 0.010098576545715332 time: 5:28:47.159070
- B/E: 91 / 144 , Gen_loss: -0.3427577 MI_loss: 20.862362 Detection error: 0.01009988784790039 time: 5:28:48.042569
- B/E: 92 / 144 , Gen_loss: -0.35670176 MI_loss: 21.68138 Detection error: 0.010091066360473633 time: 5:28:48.925180
- B/E: 93 / 144 , Gen_loss: -0.34915537 MI_loss: 21.219604 Detection error: 0.010091423988342285 time: 5:28:49.803936
- B/E: 94 / 144 , Gen_loss: -0.35217437 MI_loss: 21.431202 Detection error: 0.010102987289428711 time: 5:28:50.692024
- B/E: 95 / 144 , Gen_loss: -0.3447507 MI_loss: 20.995148 Detection error: 0.0101090669631958 time: 5:28:51.571126
- B/E: 96 / 144 , Gen_loss: -0.35604426 MI_loss: 21.642239 Detection error: 0.010109543800354004 time: 5:28:52.456410
- B/E: 97 / 144 , Gen_loss: -0.36776838 MI_loss: 22.215954 Detection error: 0.010094404220581055 time: 5:28:53.337394
- B/E: 98 / 144 , Gen_loss: -0.35334405 MI_loss: 21.359592 Detection error: 0.010085225105285645 time: 5:28:54.218661
- B/E: 99 / 144 , Gen_loss: -0.36298567 MI_loss: 22.004604 Detection error: 0.010080337524414062 time: 5:28:55.096519
- B/E: 100 / 144 , Gen_loss: -0.3656616 MI_loss: 22.243938 Detection error: 0.010087251663208008 time: 5:28:56.057838
- B/E: 101 / 144 , Gen_loss: -0.35355616 MI_loss: 21.541489 Detection error: 0.010089755058288574 time: 5:28:56.943276
- B/E: 102 / 144 , Gen_loss: -0.36274862 MI_loss: 21.945662 Detection error: 0.010090410709381104 time: 5:28:57.824171
- B/E: 103 / 144 , Gen_loss: -0.35503304 MI_loss: 21.530228 Detection error: 0.010086238384246826 time: 5:28:58.655515
- B/E: 104 / 144 , Gen_loss: -0.3633529 MI_loss: 21.998365 Detection error: 0.010088086128234863 time: 5:28:59.427439
- B/E: 105 / 144 , Gen_loss: -0.35156003 MI_loss: 21.42739 Detection error: 0.01008462905883789 time: 5:29:00.265676
- B/E: 106 / 144 , Gen_loss: -0.3607122 MI_loss: 21.847687 Detection error: 0.010089635848999023 time: 5:29:01.147006
- B/E: 107 / 144 , Gen_loss: -0.35824037 MI_loss: 21.634651 Detection error: 0.010086536407470703 time: 5:29:02.026523
- B/E: 108 / 144 , Gen_loss: -0.35418898 MI_loss: 21.594267 Detection error: 0.010088860988616943 time: 5:29:02.904155
- B/E: 109 / 144 , Gen_loss: -0.35667035 MI_loss: 21.476513 Detection error: 0.010088622570037842 time: 5:29:03.846438
- B/E: 110 / 144 , Gen_loss: -0.3578165 MI_loss: 21.687496 Detection error: 0.010077416896820068 time: 5:29:04.653130
- B/E: 111 / 144 , Gen_loss: -0.35740507 MI_loss: 21.634083 Detection error: 0.010073661804199219 time: 5:29:05.422089
- B/E: 112 / 144 , Gen_loss: -0.36310178 MI_loss: 22.009533 Detection error: 0.0100746750831604 time: 5:29:06.250349
- B/E: 113 / 144 , Gen_loss: -0.35311282 MI_loss: 21.562067 Detection error: 0.010079503059387207 time: 5:29:07.118300
- B/E: 114 / 144 , Gen_loss: -0.3566599 MI_loss: 21.792702 Detection error: 0.010080993175506592 time: 5:29:08.005709
- B/E: 115 / 144 , Gen_loss: -0.35531107 MI_loss: 21.520918 Detection error: 0.010077595710754395 time: 5:29:08.846250
- B/E: 116 / 144 , Gen_loss: -0.3541324 MI_loss: 21.456778 Detection error: 0.010081470012664795 time: 5:29:09.764398
- B/E: 117 / 144 , Gen_loss: -0.3518419 MI_loss: 21.378899 Detection error: 0.010083675384521484 time: 5:29:10.606226
- B/E: 118 / 144 , Gen_loss: -0.3499694 MI_loss: 21.18083 Detection error: 0.010078489780426025 time: 5:29:11.489755
- B/E: 119 / 144 , Gen_loss: -0.36411706 MI_loss: 22.172943 Detection error: 0.010081231594085693 time: 5:29:12.383972
- B/E: 120 / 144 , Gen_loss: -0.3470299 MI_loss: 20.948801 Detection error: 0.010073363780975342 time: 5:29:13.232902
- B/E: 121 / 144 , Gen_loss: -0.35019666 MI_loss: 21.303606 Detection error: 0.010082483291625977 time: 5:29:14.030613
- B/E: 122 / 144 , Gen_loss: -0.3632807 MI_loss: 22.03535 Detection error: 0.010077714920043945 time: 5:29:14.803246
- B/E: 123 / 144 , Gen_loss: -0.35834113 MI_loss: 21.80719 Detection error: 0.010072588920593262 time: 5:29:15.572695
- B/E: 124 / 144 , Gen_loss: -0.35204697 MI_loss: 21.297762 Detection error: 0.010071992874145508 time: 5:29:16.343324
- B/E: 125 / 144 , Gen_loss: -0.36137688 MI_loss: 21.73162 Detection error: 0.010073423385620117 time: 5:29:17.131716
- B/E: 126 / 144 , Gen_loss: -0.34744185 MI_loss: 21.163187 Detection error: 0.010083436965942383 time: 5:29:17.957013
- B/E: 127 / 144 , Gen_loss: -0.34027836 MI_loss: 20.649235 Detection error: 0.010081768035888672 time: 5:29:18.753414
- B/E: 128 / 144 , Gen_loss: -0.35110325 MI_loss: 21.296871 Detection error: 0.010080933570861816 time: 5:29:19.575971
- B/E: 129 / 144 , Gen_loss: -0.35364366 MI_loss: 21.671076 Detection error: 0.010090172290802002 time: 5:29:20.399858
- B/E: 130 / 144 , Gen_loss: -0.34867972 MI_loss: 21.070463 Detection error: 0.010096371173858643 time: 5:29:21.191569
- B/E: 131 / 144 , Gen_loss: -0.3546992 MI_loss: 21.545506 Detection error: 0.01009821891784668 time: 5:29:22.083138
- B/E: 132 / 144 , Gen_loss: -0.3576224 MI_loss: 21.588795 Detection error: 0.010097265243530273 time: 5:29:22.946523
- B/E: 133 / 144 , Gen_loss: -0.35765755 MI_loss: 21.730198 Detection error: 0.010098397731781006 time: 5:29:23.715476
- B/E: 134 / 144 , Gen_loss: -0.35799757 MI_loss: 21.770473 Detection error: 0.01010972261428833 time: 5:29:24.490002
- B/E: 135 / 144 , Gen_loss: -0.3651217 MI_loss: 22.007233 Detection error: 0.010105252265930176 time: 5:29:25.256705
- B/E: 136 / 144 , Gen_loss: -0.35555053 MI_loss: 21.35292 Detection error: 0.010110855102539062 time: 5:29:26.026050
- B/E: 137 / 144 , Gen_loss: -0.3563463 MI_loss: 21.672813 Detection error: 0.010111391544342041 time: 5:29:26.793172
- B/E: 138 / 144 , Gen_loss: -0.35933107 MI_loss: 21.85908 Detection error: 0.01011669635772705 time: 5:29:27.672311
- B/E: 139 / 144 , Gen_loss: -0.358006 MI_loss: 21.698318 Detection error: 0.010122299194335938 time: 5:29:28.549642
- B/E: 140 / 144 , Gen_loss: -0.35096127 MI_loss: 21.330473 Detection error: 0.010125458240509033 time: 5:29:29.414233
- B/E: 141 / 144 , Gen_loss: -0.35634482 MI_loss: 21.474884 Detection error: 0.010118842124938965 time: 5:29:30.306325
- B/E: 142 / 144 , Gen_loss: -0.35812142 MI_loss: 21.584446 Detection error: 0.010115385055541992 time: 5:29:31.192511
- B/E: 143 / 144 , Gen_loss: -0.36937252 MI_loss: 22.409008 Detection error: 0.01011282205581665 time: 5:29:32.069775
- B/E: 144 / 144 , Gen_loss: -0.35470274 MI_loss: 21.488125 Detection error: 0.010118961334228516 time: 5:29:32.952483
- B/E: 145 / 144 , Gen_loss: -0.36196792 MI_loss: 21.91575 Detection error: 0.010128617286682129 time: 5:29:33.834123
- B/E: 146 / 144 , Gen_loss: -0.3584153 MI_loss: 21.648472 Detection error: 0.010127782821655273 time: 5:29:34.715881
- B/E: 147 / 144 , Gen_loss: -0.3584663 MI_loss: 21.705606 Detection error: 0.010129451751708984 time: 5:29:35.595220
- B/E: 148 / 144 , Gen_loss: -0.36484152 MI_loss: 21.991215 Detection error: 0.010135471820831299 time: 5:29:36.554146
- B/E: 149 / 144 , Gen_loss: -0.36400932 MI_loss: 22.10424 Detection error: 0.010139167308807373 time: 5:29:37.440771
-
- Test Loss: 10.321828 Test Error: 0.01078331470489502
- -----
- EPOCH: 145
- B/E: 0 / 145 , Gen_loss: -0.35714617 MI_loss: 21.551912 Detection error: 0.010718762874603271 time: 5:29:39.388702
- B/E: 1 / 145 , Gen_loss: -0.3549282 MI_loss: 21.461658 Detection error: 0.010687470436096191 time: 5:29:58.271268
- B/E: 2 / 145 , Gen_loss: -0.33227682 MI_loss: 20.001335 Detection error: 0.010229170322418213 time: 5:29:59.138324
- B/E: 3 / 145 , Gen_loss: -0.35287246 MI_loss: 21.489845 Detection error: 0.010148465633392334 time: 5:29:59.923639
- B/E: 4 / 145 , Gen_loss: -0.3613847 MI_loss: 21.953754 Detection error: 0.010074973106384277 time: 5:30:00.736125
- B/E: 5 / 145 , Gen_loss: -0.35200644 MI_loss: 21.472609 Detection error: 0.010130226612091064 time: 5:30:01.530710
- B/E: 6 / 145 , Gen_loss: -0.35762691 MI_loss: 21.940813 Detection error: 0.010147333145141602 time: 5:30:02.328043
- B/E: 7 / 145 , Gen_loss: -0.35730872 MI_loss: 21.60752 Detection error: 0.010257840156555176 time: 5:30:03.107030
- B/E: 8 / 145 , Gen_loss: -0.35566658 MI_loss: 21.490202 Detection error: 0.010135412216186523 time: 5:30:03.972571
- B/E: 9 / 145 , Gen_loss: -0.36235425 MI_loss: 22.065887 Detection error: 0.010100007057189941 time: 5:30:04.858992
- B/E: 10 / 145 , Gen_loss: -0.36216193 MI_loss: 22.055685 Detection error: 0.010133504867553711 time: 5:30:05.843874
- B/E: 11 / 145 , Gen_loss: -0.35758868 MI_loss: 21.492132 Detection error: 0.01015627384185791 time: 5:30:06.725819
- B/E: 12 / 145 , Gen_loss: -0.34640276 MI_loss: 20.978985 Detection error: 0.010247588157653809 time: 5:30:07.574306
- B/E: 13 / 145 , Gen_loss: -0.36341837 MI_loss: 22.06318 Detection error: 0.010234355926513672 time: 5:30:08.344655
- B/E: 14 / 145 , Gen_loss: -0.3585031 MI_loss: 21.722958 Detection error: 0.010197937488555908 time: 5:30:09.119793
- B/E: 15 / 145 , Gen_loss: -0.36639714 MI_loss: 22.17756 Detection error: 0.010205090045928955 time: 5:30:09.984216
- B/E: 16 / 145 , Gen_loss: -0.3598645 MI_loss: 21.765926 Detection error: 0.01017463207244873 time: 5:30:10.865034
- B/E: 17 / 145 , Gen_loss: -0.34265324 MI_loss: 20.720707 Detection error: 0.010138869285583496 time: 5:30:11.742162
- B/E: 18 / 145 , Gen_loss: -0.35628206 MI_loss: 21.597174 Detection error: 0.010092079639434814 time: 5:30:12.629295
- B/E: 19 / 145 , Gen_loss: -0.35823438 MI_loss: 21.72381 Detection error: 0.010084390640258789 time: 5:30:13.508769
- B/E: 20 / 145 , Gen_loss: -0.35958457 MI_loss: 21.944633 Detection error: 0.010117530822753906 time: 5:30:14.345691
- B/E: 21 / 145 , Gen_loss: -0.34852794 MI_loss: 21.081194 Detection error: 0.010100841522216797 time: 5:30:15.117462
- B/E: 22 / 145 , Gen_loss: -0.35972574 MI_loss: 21.792099 Detection error: 0.010082900524139404 time: 5:30:15.889917
- B/E: 23 / 145 , Gen_loss: -0.36252534 MI_loss: 21.963358 Detection error: 0.01008981466293335 time: 5:30:16.706508
- B/E: 24 / 145 , Gen_loss: -0.35178247 MI_loss: 21.392115 Detection error: 0.010088741779327393 time: 5:30:17.474010
- B/E: 25 / 145 , Gen_loss: -0.35331848 MI_loss: 21.280489 Detection error: 0.010076940059661865 time: 5:30:18.326009
- B/E: 26 / 145 , Gen_loss: -0.35458332 MI_loss: 21.60072 Detection error: 0.010137736797332764 time: 5:30:19.102186
- B/E: 27 / 145 , Gen_loss: -0.3555852 MI_loss: 21.582935 Detection error: 0.0101584792137146 time: 5:30:19.870181
- B/E: 28 / 145 , Gen_loss: -0.3555028 MI_loss: 21.543514 Detection error: 0.01015406847000122 time: 5:30:20.647678
- B/E: 29 / 145 , Gen_loss: -0.35971972 MI_loss: 21.8975 Detection error: 0.010177075862884521 time: 5:30:21.433962
- B/E: 30 / 145 , Gen_loss: -0.35971355 MI_loss: 21.832151 Detection error: 0.01015627384185791 time: 5:30:22.299150
- B/E: 31 / 145 , Gen_loss: -0.35168263 MI_loss: 21.11861 Detection error: 0.010129868984222412 time: 5:30:23.073067
- B/E: 32 / 145 , Gen_loss: -0.35411856 MI_loss: 21.443886 Detection error: 0.010133504867553711 time: 5:30:23.921895
- B/E: 33 / 145 , Gen_loss: -0.35428363 MI_loss: 21.500023 Detection error: 0.010113060474395752 time: 5:30:24.763113
- B/E: 34 / 145 , Gen_loss: -0.36418808 MI_loss: 22.118492 Detection error: 0.010116934776306152 time: 5:30:25.526960
- B/E: 35 / 145 , Gen_loss: -0.3545621 MI_loss: 21.575066 Detection error: 0.01010674238204956 time: 5:30:26.307143
- B/E: 36 / 145 , Gen_loss: -0.3525786 MI_loss: 21.399693 Detection error: 0.010090351104736328 time: 5:30:27.072591
- B/E: 37 / 145 , Gen_loss: -0.36741278 MI_loss: 22.16354 Detection error: 0.01010364294052124 time: 5:30:27.954397
- B/E: 38 / 145 , Gen_loss: -0.3577891 MI_loss: 21.722916 Detection error: 0.010111391544342041 time: 5:30:28.836287
- B/E: 39 / 145 , Gen_loss: -0.36305705 MI_loss: 21.949314 Detection error: 0.010098457336425781 time: 5:30:29.733350
- B/E: 40 / 145 , Gen_loss: -0.3558396 MI_loss: 21.529774 Detection error: 0.010100603103637695 time: 5:30:30.619412
- B/E: 41 / 145 , Gen_loss: -0.36056975 MI_loss: 21.822582 Detection error: 0.01009523868560791 time: 5:30:31.576079
- B/E: 42 / 145 , Gen_loss: -0.35702217 MI_loss: 21.596746 Detection error: 0.010090827941894531 time: 5:30:32.480714
- B/E: 43 / 145 , Gen_loss: -0.3619959 MI_loss: 22.021606 Detection error: 0.010091602802276611 time: 5:30:33.359901
- B/E: 44 / 145 , Gen_loss: -0.36437535 MI_loss: 22.146763 Detection error: 0.01010274887084961 time: 5:30:34.241673
- B/E: 45 / 145 , Gen_loss: -0.35060096 MI_loss: 21.241226 Detection error: 0.010099172592163086 time: 5:30:35.120345
- B/E: 46 / 145 , Gen_loss: -0.35123923 MI_loss: 21.342878 Detection error: 0.01011967658996582 time: 5:30:36.020334
- B/E: 47 / 145 , Gen_loss: -0.35710835 MI_loss: 21.465797 Detection error: 0.010111987590789795 time: 5:30:36.901164
- B/E: 48 / 145 , Gen_loss: -0.35960004 MI_loss: 21.905962 Detection error: 0.010130763053894043 time: 5:30:37.783001
- B/E: 49 / 145 , Gen_loss: -0.36058044 MI_loss: 21.93448 Detection error: 0.010135650634765625 time: 5:30:38.662447
- B/E: 50 / 145 , Gen_loss: -0.3511822 MI_loss: 21.335262 Detection error: 0.010142147541046143 time: 5:30:39.545247
- B/E: 51 / 145 , Gen_loss: -0.3640994 MI_loss: 22.223969 Detection error: 0.010144233703613281 time: 5:30:40.427578
- B/E: 52 / 145 , Gen_loss: -0.3671035 MI_loss: 22.291908 Detection error: 0.010131478309631348 time: 5:30:41.314680
- B/E: 53 / 145 , Gen_loss: -0.3609199 MI_loss: 21.969994 Detection error: 0.010136544704437256 time: 5:30:42.193820
- B/E: 54 / 145 , Gen_loss: -0.3560304 MI_loss: 21.464409 Detection error: 0.010139763355255127 time: 5:30:43.079094
- B/E: 55 / 145 , Gen_loss: -0.35611174 MI_loss: 21.5565 Detection error: 0.010121643543243408 time: 5:30:43.961011
- B/E: 56 / 145 , Gen_loss: -0.3803038 MI_loss: 22.951979 Detection error: 0.010110199451446533 time: 5:30:44.843865
- B/E: 57 / 145 , Gen_loss: -0.36032414 MI_loss: 21.691088 Detection error: 0.010100781917572021 time: 5:30:45.834089
- B/E: 58 / 145 , Gen_loss: -0.35894695 MI_loss: 21.681965 Detection error: 0.010096371173858643 time: 5:30:46.653292
- B/E: 59 / 145 , Gen_loss: -0.3564891 MI_loss: 21.689024 Detection error: 0.010115623474121094 time: 5:30:47.431163
- B/E: 60 / 145 , Gen_loss: -0.35298356 MI_loss: 21.259766 Detection error: 0.010116815567016602 time: 5:30:48.197790
- B/E: 61 / 145 , Gen_loss: -0.35248637 MI_loss: 21.421194 Detection error: 0.010120987892150879 time: 5:30:49.017795
- B/E: 62 / 145 , Gen_loss: -0.35880005 MI_loss: 21.768059 Detection error: 0.010122537612915039 time: 5:30:49.790871
- B/E: 63 / 145 , Gen_loss: -0.3565753 MI_loss: 21.585903 Detection error: 0.010122060775756836 time: 5:30:50.567239
- B/E: 64 / 145 , Gen_loss: -0.36173362 MI_loss: 21.787521 Detection error: 0.010118722915649414 time: 5:30:51.333827
- B/E: 65 / 145 , Gen_loss: -0.3588516 MI_loss: 21.724068 Detection error: 0.01012122631072998 time: 5:30:52.106337
- B/E: 66 / 145 , Gen_loss: -0.36258712 MI_loss: 21.931957 Detection error: 0.010121285915374756 time: 5:30:52.911570
- B/E: 67 / 145 , Gen_loss: -0.3502708 MI_loss: 21.166302 Detection error: 0.01010429859161377 time: 5:30:53.723014
- B/E: 68 / 145 , Gen_loss: -0.35718432 MI_loss: 21.73288 Detection error: 0.010121822357177734 time: 5:30:54.518392
- B/E: 69 / 145 , Gen_loss: -0.35372192 MI_loss: 21.353455 Detection error: 0.010125458240509033 time: 5:30:55.307825
- B/E: 70 / 145 , Gen_loss: -0.3567728 MI_loss: 21.579657 Detection error: 0.010114848613739014 time: 5:30:56.107203
- B/E: 71 / 145 , Gen_loss: -0.3562034 MI_loss: 21.54151 Detection error: 0.010124564170837402 time: 5:30:56.937303
- B/E: 72 / 145 , Gen_loss: -0.36173263 MI_loss: 22.022844 Detection error: 0.010117292404174805 time: 5:30:57.796050
- B/E: 73 / 145 , Gen_loss: -0.34830987 MI_loss: 21.097004 Detection error: 0.010115265846252441 time: 5:30:58.757009
- B/E: 74 / 145 , Gen_loss: -0.3613801 MI_loss: 21.965046 Detection error: 0.01011669635772705 time: 5:30:59.635953
- B/E: 75 / 145 , Gen_loss: -0.35176802 MI_loss: 21.352608 Detection error: 0.010107755661010742 time: 5:31:00.527508
- B/E: 76 / 145 , Gen_loss: -0.3551411 MI_loss: 21.629272 Detection error: 0.01011568307876587 time: 5:31:01.406645
- B/E: 77 / 145 , Gen_loss: -0.34787607 MI_loss: 21.105291 Detection error: 0.010113358497619629 time: 5:31:02.284438
- B/E: 78 / 145 , Gen_loss: -0.3645885 MI_loss: 22.061213 Detection error: 0.0101051926612854 time: 5:31:03.180925
- B/E: 79 / 145 , Gen_loss: -0.35086247 MI_loss: 21.369225 Detection error: 0.01012110710144043 time: 5:31:04.071630
- B/E: 80 / 145 , Gen_loss: -0.3608515 MI_loss: 21.969913 Detection error: 0.010132312774658203 time: 5:31:04.956237
- B/E: 81 / 145 , Gen_loss: -0.36063978 MI_loss: 21.859787 Detection error: 0.010123074054718018 time: 5:31:05.837812
- B/E: 82 / 145 , Gen_loss: -0.35314617 MI_loss: 21.458824 Detection error: 0.010118603706359863 time: 5:31:06.715335
- B/E: 83 / 145 , Gen_loss: -0.36478737 MI_loss: 22.186207 Detection error: 0.010121285915374756 time: 5:31:07.595850
- B/E: 84 / 145 , Gen_loss: -0.3433835 MI_loss: 21.010609 Detection error: 0.010115444660186768 time: 5:31:08.477762
- B/E: 85 / 145 , Gen_loss: -0.34876657 MI_loss: 21.182594 Detection error: 0.010097742080688477 time: 5:31:09.367875
- B/E: 86 / 145 , Gen_loss: -0.35754886 MI_loss: 21.670147 Detection error: 0.010096609592437744 time: 5:31:10.248179
- B/E: 87 / 145 , Gen_loss: -0.3541753 MI_loss: 21.418825 Detection error: 0.010086297988891602 time: 5:31:11.051405
- B/E: 88 / 145 , Gen_loss: -0.35476804 MI_loss: 21.48501 Detection error: 0.01007091999053955 time: 5:31:11.819036
- B/E: 89 / 145 , Gen_loss: -0.36156464 MI_loss: 22.051966 Detection error: 0.01008296012878418 time: 5:31:12.687711
- B/E: 90 / 145 , Gen_loss: -0.3547335 MI_loss: 21.355703 Detection error: 0.010077238082885742 time: 5:31:13.458438
- B/E: 91 / 145 , Gen_loss: -0.3466696 MI_loss: 20.98878 Detection error: 0.010085582733154297 time: 5:31:14.322774
- B/E: 92 / 145 , Gen_loss: -0.35059434 MI_loss: 21.285223 Detection error: 0.010070562362670898 time: 5:31:15.206154
- B/E: 93 / 145 , Gen_loss: -0.35769004 MI_loss: 21.900795 Detection error: 0.010075807571411133 time: 5:31:16.105204
- B/E: 94 / 145 , Gen_loss: -0.3554261 MI_loss: 21.559998 Detection error: 0.01008915901184082 time: 5:31:16.984894
- B/E: 95 / 145 , Gen_loss: -0.35742593 MI_loss: 21.672709 Detection error: 0.01009213924407959 time: 5:31:17.864417
- B/E: 96 / 145 , Gen_loss: -0.3534681 MI_loss: 21.310627 Detection error: 0.010086655616760254 time: 5:31:18.744703
- B/E: 97 / 145 , Gen_loss: -0.35959312 MI_loss: 21.861122 Detection error: 0.01007843017578125 time: 5:31:19.624378
- B/E: 98 / 145 , Gen_loss: -0.3591394 MI_loss: 21.637861 Detection error: 0.01006406545639038 time: 5:31:20.503458
- B/E: 99 / 145 , Gen_loss: -0.36176157 MI_loss: 21.737345 Detection error: 0.010061860084533691 time: 5:31:21.388570
- B/E: 100 / 145 , Gen_loss: -0.35549465 MI_loss: 21.645714 Detection error: 0.010065913200378418 time: 5:31:22.270126
- B/E: 101 / 145 , Gen_loss: -0.35180944 MI_loss: 21.603687 Detection error: 0.010071098804473877 time: 5:31:23.149632
- B/E: 102 / 145 , Gen_loss: -0.35023576 MI_loss: 21.213472 Detection error: 0.010072827339172363 time: 5:31:24.034876
- B/E: 103 / 145 , Gen_loss: -0.3564425 MI_loss: 21.64254 Detection error: 0.010071218013763428 time: 5:31:24.844157
- B/E: 104 / 145 , Gen_loss: -0.347663 MI_loss: 21.12157 Detection error: 0.010073482990264893 time: 5:31:25.614509
- B/E: 105 / 145 , Gen_loss: -0.36439785 MI_loss: 22.137966 Detection error: 0.01006925106048584 time: 5:31:26.480572
- B/E: 106 / 145 , Gen_loss: -0.3612198 MI_loss: 22.007906 Detection error: 0.010072410106658936 time: 5:31:27.251013
- B/E: 107 / 145 , Gen_loss: -0.36574745 MI_loss: 22.156384 Detection error: 0.010073184967041016 time: 5:31:28.108268
- B/E: 108 / 145 , Gen_loss: -0.36323157 MI_loss: 22.035364 Detection error: 0.010075688362121582 time: 5:31:28.983523
- B/E: 109 / 145 , Gen_loss: -0.35239786 MI_loss: 21.474045 Detection error: 0.010072708129882812 time: 5:31:29.866434
- B/E: 110 / 145 , Gen_loss: -0.3566723 MI_loss: 21.513348 Detection error: 0.010066449642181396 time: 5:31:30.752292
- B/E: 111 / 145 , Gen_loss: -0.36447835 MI_loss: 22.201097 Detection error: 0.010060548782348633 time: 5:31:31.633892
- B/E: 112 / 145 , Gen_loss: -0.36522737 MI_loss: 22.195927 Detection error: 0.010061383247375488 time: 5:31:32.457997
- B/E: 113 / 145 , Gen_loss: -0.3498624 MI_loss: 21.214792 Detection error: 0.010069608688354492 time: 5:31:33.323389
- B/E: 114 / 145 , Gen_loss: -0.35891303 MI_loss: 21.817066 Detection error: 0.010065197944641113 time: 5:31:34.192241
- B/E: 115 / 145 , Gen_loss: -0.3665406 MI_loss: 22.123356 Detection error: 0.010063588619232178 time: 5:31:35.078632
- B/E: 116 / 145 , Gen_loss: -0.36002097 MI_loss: 22.030792 Detection error: 0.01006382703781128 time: 5:31:35.964086
- B/E: 117 / 145 , Gen_loss: -0.3506519 MI_loss: 21.503248 Detection error: 0.010063588619232178 time: 5:31:36.845065
- B/E: 118 / 145 , Gen_loss: -0.35242328 MI_loss: 21.505772 Detection error: 0.010058045387268066 time: 5:31:37.722679
- B/E: 119 / 145 , Gen_loss: -0.34921145 MI_loss: 21.19858 Detection error: 0.010058343410491943 time: 5:31:38.599614
- B/E: 120 / 145 , Gen_loss: -0.34571797 MI_loss: 20.99524 Detection error: 0.010058104991912842 time: 5:31:39.484432
- B/E: 121 / 145 , Gen_loss: -0.34737065 MI_loss: 21.129591 Detection error: 0.010064303874969482 time: 5:31:40.450017
- B/E: 122 / 145 , Gen_loss: -0.37298796 MI_loss: 22.630718 Detection error: 0.010058701038360596 time: 5:31:41.334229
- B/E: 123 / 145 , Gen_loss: -0.36240953 MI_loss: 22.047342 Detection error: 0.010054409503936768 time: 5:31:42.212778
- B/E: 124 / 145 , Gen_loss: -0.36275733 MI_loss: 22.047375 Detection error: 0.010053277015686035 time: 5:31:43.100140
- B/E: 125 / 145 , Gen_loss: -0.35930845 MI_loss: 21.88409 Detection error: 0.010053098201751709 time: 5:31:43.980159
- B/E: 126 / 145 , Gen_loss: -0.3604108 MI_loss: 21.835428 Detection error: 0.010060548782348633 time: 5:31:44.860276
- B/E: 127 / 145 , Gen_loss: -0.36388624 MI_loss: 22.011847 Detection error: 0.010059058666229248 time: 5:31:45.743051
- B/E: 128 / 145 , Gen_loss: -0.35150525 MI_loss: 21.273956 Detection error: 0.01006227731704712 time: 5:31:46.625581
- B/E: 129 / 145 , Gen_loss: -0.35651505 MI_loss: 21.614756 Detection error: 0.010073304176330566 time: 5:31:47.510228
- B/E: 130 / 145 , Gen_loss: -0.35939223 MI_loss: 21.702946 Detection error: 0.010073482990264893 time: 5:31:48.391029
- B/E: 131 / 145 , Gen_loss: -0.34528252 MI_loss: 20.861557 Detection error: 0.010079562664031982 time: 5:31:49.289135
- B/E: 132 / 145 , Gen_loss: -0.3607851 MI_loss: 21.831196 Detection error: 0.01007544994354248 time: 5:31:50.170119
- B/E: 133 / 145 , Gen_loss: -0.36781317 MI_loss: 22.268059 Detection error: 0.010081171989440918 time: 5:31:51.050670
- B/E: 134 / 145 , Gen_loss: -0.3542401 MI_loss: 21.465456 Detection error: 0.010088860988616943 time: 5:31:51.929012
- B/E: 135 / 145 , Gen_loss: -0.35942566 MI_loss: 21.7481 Detection error: 0.010089397430419922 time: 5:31:52.838494
- B/E: 136 / 145 , Gen_loss: -0.36111394 MI_loss: 21.881733 Detection error: 0.010090768337249756 time: 5:31:53.721645
- B/E: 137 / 145 , Gen_loss: -0.35303524 MI_loss: 21.29723 Detection error: 0.010093092918395996 time: 5:31:54.679805
- B/E: 138 / 145 , Gen_loss: -0.35067463 MI_loss: 21.378775 Detection error: 0.010096430778503418 time: 5:31:55.586257
- B/E: 139 / 145 , Gen_loss: -0.3614217 MI_loss: 21.919168 Detection error: 0.01010221242904663 time: 5:31:56.469347
- B/E: 140 / 145 , Gen_loss: -0.35435963 MI_loss: 21.468153 Detection error: 0.010099947452545166 time: 5:31:57.347977
- B/E: 141 / 145 , Gen_loss: -0.35920033 MI_loss: 21.669666 Detection error: 0.010097026824951172 time: 5:31:58.228844
- B/E: 142 / 145 , Gen_loss: -0.35016283 MI_loss: 21.210234 Detection error: 0.010094821453094482 time: 5:31:59.113054
- B/E: 143 / 145 , Gen_loss: -0.35915235 MI_loss: 21.850662 Detection error: 0.010094404220581055 time: 5:31:59.998921
- B/E: 144 / 145 , Gen_loss: -0.35850096 MI_loss: 21.804081 Detection error: 0.010103881359100342 time: 5:32:00.884410
- B/E: 145 / 145 , Gen_loss: -0.35307303 MI_loss: 21.458918 Detection error: 0.010107636451721191 time: 5:32:01.761363
- B/E: 146 / 145 , Gen_loss: -0.36002263 MI_loss: 21.756413 Detection error: 0.01011204719543457 time: 5:32:02.647635
- B/E: 147 / 145 , Gen_loss: -0.35763085 MI_loss: 21.584505 Detection error: 0.010115504264831543 time: 5:32:03.525534
- B/E: 148 / 145 , Gen_loss: -0.36605847 MI_loss: 22.195267 Detection error: 0.010114073753356934 time: 5:32:04.401119
- B/E: 149 / 145 , Gen_loss: -0.3568909 MI_loss: 21.558537 Detection error: 0.010124385356903076 time: 5:32:05.276357
-
- Test Loss: 10.311916 Test Error: 0.010733306407928467
- -----
- EPOCH: 146
- B/E: 0 / 146 , Gen_loss: -0.35625812 MI_loss: 21.60789 Detection error: 0.010500013828277588 time: 5:32:07.228679
- B/E: 1 / 146 , Gen_loss: -0.3533172 MI_loss: 21.394918 Detection error: 0.010546863079071045 time: 5:32:25.856229
- B/E: 2 / 146 , Gen_loss: -0.350434 MI_loss: 21.091324 Detection error: 0.010041654109954834 time: 5:32:26.841218
- B/E: 3 / 146 , Gen_loss: -0.35623723 MI_loss: 21.667652 Detection error: 0.010117173194885254 time: 5:32:27.669259
- B/E: 4 / 146 , Gen_loss: -0.36351433 MI_loss: 21.934336 Detection error: 0.010018765926361084 time: 5:32:28.419272
- B/E: 5 / 146 , Gen_loss: -0.3640581 MI_loss: 22.045813 Detection error: 0.01006251573562622 time: 5:32:29.173262
- B/E: 6 / 146 , Gen_loss: -0.34879017 MI_loss: 21.207792 Detection error: 0.010089278221130371 time: 5:32:29.923499
- B/E: 7 / 146 , Gen_loss: -0.35733983 MI_loss: 21.722754 Detection error: 0.010113298892974854 time: 5:32:30.717607
- B/E: 8 / 146 , Gen_loss: -0.35617805 MI_loss: 21.659874 Detection error: 0.010083317756652832 time: 5:32:31.476676
- B/E: 9 / 146 , Gen_loss: -0.37105933 MI_loss: 22.565508 Detection error: 0.010040640830993652 time: 5:32:32.241273
- B/E: 10 / 146 , Gen_loss: -0.3634528 MI_loss: 21.949326 Detection error: 0.010079562664031982 time: 5:32:33.006307
- B/E: 11 / 146 , Gen_loss: -0.35464016 MI_loss: 21.517426 Detection error: 0.010104179382324219 time: 5:32:33.778275
- B/E: 12 / 146 , Gen_loss: -0.35353592 MI_loss: 21.372725 Detection error: 0.010180294513702393 time: 5:32:34.563709
- B/E: 13 / 146 , Gen_loss: -0.36290595 MI_loss: 21.983257 Detection error: 0.010196447372436523 time: 5:32:35.406011
- B/E: 14 / 146 , Gen_loss: -0.36236382 MI_loss: 21.890688 Detection error: 0.010177075862884521 time: 5:32:36.283439
- B/E: 15 / 146 , Gen_loss: -0.3596518 MI_loss: 21.717058 Detection error: 0.010164082050323486 time: 5:32:37.167733
- B/E: 16 / 146 , Gen_loss: -0.35452768 MI_loss: 21.4666 Detection error: 0.010148882865905762 time: 5:32:38.064087
- B/E: 17 / 146 , Gen_loss: -0.36294302 MI_loss: 21.941208 Detection error: 0.010133683681488037 time: 5:32:38.895798
- B/E: 18 / 146 , Gen_loss: -0.35330394 MI_loss: 21.28863 Detection error: 0.010087192058563232 time: 5:32:39.867225
- B/E: 19 / 146 , Gen_loss: -0.34971184 MI_loss: 21.199121 Detection error: 0.010074973106384277 time: 5:32:40.760055
- B/E: 20 / 146 , Gen_loss: -0.3648682 MI_loss: 22.101418 Detection error: 0.010090768337249756 time: 5:32:41.672223
- B/E: 21 / 146 , Gen_loss: -0.34948844 MI_loss: 21.233788 Detection error: 0.010109364986419678 time: 5:32:42.594814
- B/E: 22 / 146 , Gen_loss: -0.36097342 MI_loss: 21.811222 Detection error: 0.010082900524139404 time: 5:32:43.490978
- B/E: 23 / 146 , Gen_loss: -0.36559296 MI_loss: 22.04028 Detection error: 0.010098934173583984 time: 5:32:44.387834
- B/E: 24 / 146 , Gen_loss: -0.35716215 MI_loss: 21.588873 Detection error: 0.010077476501464844 time: 5:32:45.279844
- B/E: 25 / 146 , Gen_loss: -0.35422543 MI_loss: 21.406446 Detection error: 0.010105788707733154 time: 5:32:46.172647
- B/E: 26 / 146 , Gen_loss: -0.3569065 MI_loss: 21.773664 Detection error: 0.010164380073547363 time: 5:32:47.066778
- B/E: 27 / 146 , Gen_loss: -0.35615468 MI_loss: 21.71232 Detection error: 0.010176360607147217 time: 5:32:47.960644
- B/E: 28 / 146 , Gen_loss: -0.35507113 MI_loss: 21.474562 Detection error: 0.01016700267791748 time: 5:32:48.852161
- B/E: 29 / 146 , Gen_loss: -0.3474208 MI_loss: 21.224424 Detection error: 0.010200023651123047 time: 5:32:49.744870
- B/E: 30 / 146 , Gen_loss: -0.34783652 MI_loss: 21.135439 Detection error: 0.010155260562896729 time: 5:32:50.635095
- B/E: 31 / 146 , Gen_loss: -0.348213 MI_loss: 21.10496 Detection error: 0.010134756565093994 time: 5:32:51.611822
- B/E: 32 / 146 , Gen_loss: -0.36115247 MI_loss: 22.014019 Detection error: 0.01014775037765503 time: 5:32:52.503294
- B/E: 33 / 146 , Gen_loss: -0.35627383 MI_loss: 21.668493 Detection error: 0.010113060474395752 time: 5:32:53.394965
- B/E: 34 / 146 , Gen_loss: -0.34804395 MI_loss: 21.159874 Detection error: 0.010115206241607666 time: 5:32:54.289881
- B/E: 35 / 146 , Gen_loss: -0.35157552 MI_loss: 21.33661 Detection error: 0.010098934173583984 time: 5:32:55.181213
- B/E: 36 / 146 , Gen_loss: -0.3558378 MI_loss: 21.489449 Detection error: 0.01009458303451538 time: 5:32:56.000597
- B/E: 37 / 146 , Gen_loss: -0.3551434 MI_loss: 21.441414 Detection error: 0.010100305080413818 time: 5:32:56.782630
- B/E: 38 / 146 , Gen_loss: -0.35515586 MI_loss: 21.457108 Detection error: 0.010117769241333008 time: 5:32:57.619563
- B/E: 39 / 146 , Gen_loss: -0.3547694 MI_loss: 21.40143 Detection error: 0.010078907012939453 time: 5:32:58.510158
- B/E: 40 / 146 , Gen_loss: -0.35712093 MI_loss: 21.644588 Detection error: 0.01008230447769165 time: 5:32:59.391444
- B/E: 41 / 146 , Gen_loss: -0.35258523 MI_loss: 21.28387 Detection error: 0.010079622268676758 time: 5:33:00.171582
- B/E: 42 / 146 , Gen_loss: -0.35717452 MI_loss: 21.646503 Detection error: 0.010069787502288818 time: 5:33:00.956290
- B/E: 43 / 146 , Gen_loss: -0.36617228 MI_loss: 22.116585 Detection error: 0.010065317153930664 time: 5:33:01.737996
- B/E: 44 / 146 , Gen_loss: -0.35657454 MI_loss: 21.68774 Detection error: 0.010078489780426025 time: 5:33:02.612525
- B/E: 45 / 146 , Gen_loss: -0.3601669 MI_loss: 21.793291 Detection error: 0.010089695453643799 time: 5:33:03.506010
- B/E: 46 / 146 , Gen_loss: -0.34879538 MI_loss: 21.221699 Detection error: 0.010096430778503418 time: 5:33:04.361613
- B/E: 47 / 146 , Gen_loss: -0.36094058 MI_loss: 21.89517 Detection error: 0.010097026824951172 time: 5:33:05.152827
- B/E: 48 / 146 , Gen_loss: -0.3570401 MI_loss: 21.772 Detection error: 0.0101090669631958 time: 5:33:06.015249
- B/E: 49 / 146 , Gen_loss: -0.35960445 MI_loss: 21.791805 Detection error: 0.010119378566741943 time: 5:33:06.869656
- B/E: 50 / 146 , Gen_loss: -0.3678243 MI_loss: 22.331062 Detection error: 0.010120093822479248 time: 5:33:07.753922
- B/E: 51 / 146 , Gen_loss: -0.3636663 MI_loss: 22.23379 Detection error: 0.010127425193786621 time: 5:33:08.644373
- B/E: 52 / 146 , Gen_loss: -0.36205906 MI_loss: 21.954649 Detection error: 0.010117948055267334 time: 5:33:09.536279
- B/E: 53 / 146 , Gen_loss: -0.35642862 MI_loss: 21.4682 Detection error: 0.01013195514678955 time: 5:33:10.427915
- B/E: 54 / 146 , Gen_loss: -0.36017194 MI_loss: 21.855787 Detection error: 0.010132968425750732 time: 5:33:11.349952
- B/E: 55 / 146 , Gen_loss: -0.3506597 MI_loss: 21.354704 Detection error: 0.010123908519744873 time: 5:33:12.246232
- B/E: 56 / 146 , Gen_loss: -0.35954332 MI_loss: 21.742573 Detection error: 0.010107457637786865 time: 5:33:13.141924
- B/E: 57 / 146 , Gen_loss: -0.35895506 MI_loss: 21.652267 Detection error: 0.010094821453094482 time: 5:33:13.963589
- B/E: 58 / 146 , Gen_loss: -0.35858187 MI_loss: 21.66898 Detection error: 0.010085821151733398 time: 5:33:14.731545
- B/E: 59 / 146 , Gen_loss: -0.36430576 MI_loss: 22.180195 Detection error: 0.01010674238204956 time: 5:33:15.513089
- B/E: 60 / 146 , Gen_loss: -0.36329794 MI_loss: 21.981192 Detection error: 0.01010960340499878 time: 5:33:16.276172
- B/E: 61 / 146 , Gen_loss: -0.35610342 MI_loss: 21.681118 Detection error: 0.010107874870300293 time: 5:33:17.065390
- B/E: 62 / 146 , Gen_loss: -0.3717523 MI_loss: 22.601685 Detection error: 0.010116100311279297 time: 5:33:17.834909
- B/E: 63 / 146 , Gen_loss: -0.35569465 MI_loss: 21.658365 Detection error: 0.010115742683410645 time: 5:33:18.687782
- B/E: 64 / 146 , Gen_loss: -0.3669467 MI_loss: 22.203415 Detection error: 0.01010817289352417 time: 5:33:19.446329
- B/E: 65 / 146 , Gen_loss: -0.3592507 MI_loss: 21.818228 Detection error: 0.01009756326675415 time: 5:33:20.291935
- B/E: 66 / 146 , Gen_loss: -0.36519876 MI_loss: 22.090668 Detection error: 0.010104954242706299 time: 5:33:21.163041
- B/E: 67 / 146 , Gen_loss: -0.36165664 MI_loss: 21.962105 Detection error: 0.010102033615112305 time: 5:33:22.028434
- B/E: 68 / 146 , Gen_loss: -0.35297143 MI_loss: 21.41984 Detection error: 0.010091960430145264 time: 5:33:22.895035
- B/E: 69 / 146 , Gen_loss: -0.35211486 MI_loss: 21.375294 Detection error: 0.010111629962921143 time: 5:33:23.763128
- B/E: 70 / 146 , Gen_loss: -0.35730997 MI_loss: 21.652866 Detection error: 0.010112226009368896 time: 5:33:24.632155
- B/E: 71 / 146 , Gen_loss: -0.35749424 MI_loss: 21.633364 Detection error: 0.010111987590789795 time: 5:33:25.501249
- B/E: 72 / 146 , Gen_loss: -0.36097193 MI_loss: 21.969702 Detection error: 0.010113000869750977 time: 5:33:26.368484
- B/E: 73 / 146 , Gen_loss: -0.35928634 MI_loss: 21.70439 Detection error: 0.010105550289154053 time: 5:33:27.235841
- B/E: 74 / 146 , Gen_loss: -0.35550693 MI_loss: 21.410028 Detection error: 0.01010584831237793 time: 5:33:28.130223
- B/E: 75 / 146 , Gen_loss: -0.3440909 MI_loss: 21.021223 Detection error: 0.01010364294052124 time: 5:33:29.018288
- B/E: 76 / 146 , Gen_loss: -0.35256305 MI_loss: 21.417114 Detection error: 0.010102689266204834 time: 5:33:29.884683
- B/E: 77 / 146 , Gen_loss: -0.34874645 MI_loss: 21.110977 Detection error: 0.01010054349899292 time: 5:33:30.750866
- B/E: 78 / 146 , Gen_loss: -0.35543913 MI_loss: 21.542946 Detection error: 0.010094523429870605 time: 5:33:31.622042
- B/E: 79 / 146 , Gen_loss: -0.36325917 MI_loss: 21.966137 Detection error: 0.01010739803314209 time: 5:33:32.573182
- B/E: 80 / 146 , Gen_loss: -0.35598618 MI_loss: 21.645548 Detection error: 0.010117292404174805 time: 5:33:33.444942
- B/E: 81 / 146 , Gen_loss: -0.35308355 MI_loss: 21.401718 Detection error: 0.010107100009918213 time: 5:33:34.322650
- B/E: 82 / 146 , Gen_loss: -0.3748159 MI_loss: 22.735355 Detection error: 0.010110318660736084 time: 5:33:35.187298
- B/E: 83 / 146 , Gen_loss: -0.36845365 MI_loss: 22.322575 Detection error: 0.010108649730682373 time: 5:33:36.052295
- B/E: 84 / 146 , Gen_loss: -0.34697962 MI_loss: 21.070446 Detection error: 0.010098159313201904 time: 5:33:36.919133
- B/E: 85 / 146 , Gen_loss: -0.358847 MI_loss: 21.7536 Detection error: 0.010083913803100586 time: 5:33:37.788945
- B/E: 86 / 146 , Gen_loss: -0.34819922 MI_loss: 21.04591 Detection error: 0.010086536407470703 time: 5:33:38.655414
- B/E: 87 / 146 , Gen_loss: -0.35674134 MI_loss: 21.55914 Detection error: 0.010071754455566406 time: 5:33:39.521313
- B/E: 88 / 146 , Gen_loss: -0.36344594 MI_loss: 21.989656 Detection error: 0.010059714317321777 time: 5:33:40.387374
- B/E: 89 / 146 , Gen_loss: -0.3683241 MI_loss: 22.331545 Detection error: 0.010068416595458984 time: 5:33:41.260800
- B/E: 90 / 146 , Gen_loss: -0.35733593 MI_loss: 21.617172 Detection error: 0.010069727897644043 time: 5:33:42.130357
- B/E: 91 / 146 , Gen_loss: -0.35746643 MI_loss: 21.614153 Detection error: 0.010069608688354492 time: 5:33:42.996600
- B/E: 92 / 146 , Gen_loss: -0.3522207 MI_loss: 21.328402 Detection error: 0.010058462619781494 time: 5:33:43.863521
- B/E: 93 / 146 , Gen_loss: -0.35539895 MI_loss: 21.495016 Detection error: 0.010057508945465088 time: 5:33:44.736108
- B/E: 94 / 146 , Gen_loss: -0.35475367 MI_loss: 21.750406 Detection error: 0.0100746750831604 time: 5:33:45.602542
- B/E: 95 / 146 , Gen_loss: -0.3606094 MI_loss: 21.84649 Detection error: 0.010077476501464844 time: 5:33:46.557838
- B/E: 96 / 146 , Gen_loss: -0.36217293 MI_loss: 22.015163 Detection error: 0.010076701641082764 time: 5:33:47.443227
- B/E: 97 / 146 , Gen_loss: -0.36094913 MI_loss: 21.793327 Detection error: 0.010063469409942627 time: 5:33:48.314652
- B/E: 98 / 146 , Gen_loss: -0.34653848 MI_loss: 20.823618 Detection error: 0.010047972202301025 time: 5:33:49.143805
- B/E: 99 / 146 , Gen_loss: -0.3589488 MI_loss: 21.650955 Detection error: 0.010046243667602539 time: 5:33:49.959630
- B/E: 100 / 146 , Gen_loss: -0.3605999 MI_loss: 21.945492 Detection error: 0.010051965713500977 time: 5:33:50.747954
- B/E: 101 / 146 , Gen_loss: -0.35413834 MI_loss: 21.522413 Detection error: 0.010058820247650146 time: 5:33:51.508999
- B/E: 102 / 146 , Gen_loss: -0.3444799 MI_loss: 20.963669 Detection error: 0.010053694248199463 time: 5:33:52.266873
- B/E: 103 / 146 , Gen_loss: -0.36102214 MI_loss: 21.764229 Detection error: 0.010053813457489014 time: 5:33:53.025100
- B/E: 104 / 146 , Gen_loss: -0.35953248 MI_loss: 22.024845 Detection error: 0.010059833526611328 time: 5:33:53.787162
- B/E: 105 / 146 , Gen_loss: -0.35697395 MI_loss: 21.743141 Detection error: 0.010055124759674072 time: 5:33:54.566451
- B/E: 106 / 146 , Gen_loss: -0.36662832 MI_loss: 22.24237 Detection error: 0.01005697250366211 time: 5:33:55.320081
- B/E: 107 / 146 , Gen_loss: -0.35335523 MI_loss: 21.343594 Detection error: 0.010057032108306885 time: 5:33:56.072022
- B/E: 108 / 146 , Gen_loss: -0.35656738 MI_loss: 21.661453 Detection error: 0.010062217712402344 time: 5:33:56.902860
- B/E: 109 / 146 , Gen_loss: -0.35449997 MI_loss: 21.559752 Detection error: 0.010055124759674072 time: 5:33:57.763888
- B/E: 110 / 146 , Gen_loss: -0.3550469 MI_loss: 21.397688 Detection error: 0.010050952434539795 time: 5:33:58.637670
- B/E: 111 / 146 , Gen_loss: -0.36623645 MI_loss: 22.206635 Detection error: 0.010051071643829346 time: 5:33:59.597186
- B/E: 112 / 146 , Gen_loss: -0.3575737 MI_loss: 21.524067 Detection error: 0.010046184062957764 time: 5:34:00.465657
- B/E: 113 / 146 , Gen_loss: -0.34524083 MI_loss: 20.946903 Detection error: 0.010049879550933838 time: 5:34:01.356363
- B/E: 114 / 146 , Gen_loss: -0.36309835 MI_loss: 22.06515 Detection error: 0.010051071643829346 time: 5:34:02.141003
- B/E: 115 / 146 , Gen_loss: -0.35447088 MI_loss: 21.399807 Detection error: 0.010049581527709961 time: 5:34:02.934095
- B/E: 116 / 146 , Gen_loss: -0.36331204 MI_loss: 22.091259 Detection error: 0.010049939155578613 time: 5:34:03.726065
- B/E: 117 / 146 , Gen_loss: -0.3500466 MI_loss: 21.19751 Detection error: 0.010050594806671143 time: 5:34:04.588947
- B/E: 118 / 146 , Gen_loss: -0.3599305 MI_loss: 21.839788 Detection error: 0.010044097900390625 time: 5:34:05.454958
- B/E: 119 / 146 , Gen_loss: -0.35742697 MI_loss: 21.636196 Detection error: 0.010046899318695068 time: 5:34:06.323731
- B/E: 120 / 146 , Gen_loss: -0.3526578 MI_loss: 21.46432 Detection error: 0.010046720504760742 time: 5:34:07.118617
- B/E: 121 / 146 , Gen_loss: -0.35311228 MI_loss: 21.755316 Detection error: 0.010052263736724854 time: 5:34:07.903725
- B/E: 122 / 146 , Gen_loss: -0.36002398 MI_loss: 21.799446 Detection error: 0.010050296783447266 time: 5:34:08.664919
- B/E: 123 / 146 , Gen_loss: -0.35882625 MI_loss: 21.703255 Detection error: 0.010041356086730957 time: 5:34:09.486901
- B/E: 124 / 146 , Gen_loss: -0.35121822 MI_loss: 21.306007 Detection error: 0.010044753551483154 time: 5:34:10.268471
- B/E: 125 / 146 , Gen_loss: -0.3550757 MI_loss: 21.5373 Detection error: 0.0100441575050354 time: 5:34:11.030241
- B/E: 126 / 146 , Gen_loss: -0.36843434 MI_loss: 22.309526 Detection error: 0.010049700736999512 time: 5:34:11.878248
- B/E: 127 / 146 , Gen_loss: -0.35323977 MI_loss: 21.531296 Detection error: 0.01005101203918457 time: 5:34:12.824509
- B/E: 128 / 146 , Gen_loss: -0.36031425 MI_loss: 21.895012 Detection error: 0.010055959224700928 time: 5:34:13.690373
- B/E: 129 / 146 , Gen_loss: -0.36179417 MI_loss: 21.77046 Detection error: 0.010062038898468018 time: 5:34:14.562536
- B/E: 130 / 146 , Gen_loss: -0.35592732 MI_loss: 21.53784 Detection error: 0.010069191455841064 time: 5:34:15.380180
- B/E: 131 / 146 , Gen_loss: -0.37377822 MI_loss: 22.6128 Detection error: 0.01007080078125 time: 5:34:16.174493
- B/E: 132 / 146 , Gen_loss: -0.36042258 MI_loss: 21.737526 Detection error: 0.010064125061035156 time: 5:34:17.058279
- B/E: 133 / 146 , Gen_loss: -0.3531111 MI_loss: 21.421925 Detection error: 0.010072290897369385 time: 5:34:17.927068
- B/E: 134 / 146 , Gen_loss: -0.36008847 MI_loss: 22.107462 Detection error: 0.010079383850097656 time: 5:34:18.792412
- B/E: 135 / 146 , Gen_loss: -0.35167024 MI_loss: 21.28859 Detection error: 0.01007699966430664 time: 5:34:19.658454
- B/E: 136 / 146 , Gen_loss: -0.3492987 MI_loss: 21.30249 Detection error: 0.010083258152008057 time: 5:34:20.528262
- B/E: 137 / 146 , Gen_loss: -0.34304994 MI_loss: 20.698381 Detection error: 0.010085582733154297 time: 5:34:21.400093
- B/E: 138 / 146 , Gen_loss: -0.35793898 MI_loss: 21.837978 Detection error: 0.01009058952331543 time: 5:34:22.265638
- B/E: 139 / 146 , Gen_loss: -0.36577317 MI_loss: 22.157928 Detection error: 0.010095298290252686 time: 5:34:23.132700
- B/E: 140 / 146 , Gen_loss: -0.35527793 MI_loss: 21.655624 Detection error: 0.010098397731781006 time: 5:34:24.005017
- B/E: 141 / 146 , Gen_loss: -0.35814434 MI_loss: 21.566807 Detection error: 0.010091781616210938 time: 5:34:24.876036
- B/E: 142 / 146 , Gen_loss: -0.35224465 MI_loss: 21.416243 Detection error: 0.010092198848724365 time: 5:34:25.744492
- B/E: 143 / 146 , Gen_loss: -0.37234908 MI_loss: 22.608187 Detection error: 0.010087668895721436 time: 5:34:26.690169
- B/E: 144 / 146 , Gen_loss: -0.35328498 MI_loss: 21.436392 Detection error: 0.010094821453094482 time: 5:34:27.457370
- B/E: 145 / 146 , Gen_loss: -0.3484499 MI_loss: 21.233782 Detection error: 0.010105311870574951 time: 5:34:28.221189
- B/E: 146 / 146 , Gen_loss: -0.3623542 MI_loss: 21.960005 Detection error: 0.010104775428771973 time: 5:34:28.980014
- B/E: 147 / 146 , Gen_loss: -0.36138046 MI_loss: 21.820776 Detection error: 0.010110437870025635 time: 5:34:29.739536
- B/E: 148 / 146 , Gen_loss: -0.3683116 MI_loss: 22.25164 Detection error: 0.010108649730682373 time: 5:34:30.558701
- B/E: 149 / 146 , Gen_loss: -0.37281105 MI_loss: 22.673857 Detection error: 0.010116040706634521 time: 5:34:31.347353
-
- Test Loss: 10.325348 Test Error: 0.010800004005432129
- -----
- EPOCH: 147
- B/E: 0 / 147 , Gen_loss: -0.35446885 MI_loss: 21.51579 Detection error: 0.010531246662139893 time: 5:34:33.214405
- B/E: 1 / 147 , Gen_loss: -0.35117817 MI_loss: 21.159607 Detection error: 0.01060938835144043 time: 5:34:51.927485
- B/E: 2 / 147 , Gen_loss: -0.3511818 MI_loss: 21.148262 Detection error: 0.01015627384185791 time: 5:34:52.815340
- B/E: 3 / 147 , Gen_loss: -0.36240214 MI_loss: 21.969933 Detection error: 0.010117173194885254 time: 5:34:53.687887
- B/E: 4 / 147 , Gen_loss: -0.35092232 MI_loss: 21.313648 Detection error: 0.010037481784820557 time: 5:34:54.556960
- B/E: 5 / 147 , Gen_loss: -0.36461717 MI_loss: 22.26516 Detection error: 0.010072886943817139 time: 5:34:55.568650
- B/E: 6 / 147 , Gen_loss: -0.3524306 MI_loss: 21.526098 Detection error: 0.010200917720794678 time: 5:34:56.438408
- B/E: 7 / 147 , Gen_loss: -0.35282865 MI_loss: 21.389013 Detection error: 0.010203123092651367 time: 5:34:57.304845
- B/E: 8 / 147 , Gen_loss: -0.3559943 MI_loss: 21.491035 Detection error: 0.010097205638885498 time: 5:34:58.170610
- B/E: 9 / 147 , Gen_loss: -0.35301274 MI_loss: 21.244125 Detection error: 0.010081231594085693 time: 5:34:59.036429
- B/E: 10 / 147 , Gen_loss: -0.35538495 MI_loss: 21.547844 Detection error: 0.010093748569488525 time: 5:34:59.907965
- B/E: 11 / 147 , Gen_loss: -0.36015245 MI_loss: 21.831451 Detection error: 0.010096371173858643 time: 5:35:00.774361
- B/E: 12 / 147 , Gen_loss: -0.35656932 MI_loss: 21.60352 Detection error: 0.010170698165893555 time: 5:35:01.642624
- B/E: 13 / 147 , Gen_loss: -0.35794285 MI_loss: 21.725826 Detection error: 0.010205328464508057 time: 5:35:02.507382
- B/E: 14 / 147 , Gen_loss: -0.35661966 MI_loss: 21.607918 Detection error: 0.01016247272491455 time: 5:35:03.376905
- B/E: 15 / 147 , Gen_loss: -0.3642803 MI_loss: 22.129784 Detection error: 0.01015627384185791 time: 5:35:04.257711
- B/E: 16 / 147 , Gen_loss: -0.35413122 MI_loss: 21.39169 Detection error: 0.010113954544067383 time: 5:35:05.139808
- B/E: 17 / 147 , Gen_loss: -0.35855326 MI_loss: 21.616232 Detection error: 0.010098934173583984 time: 5:35:06.023328
- B/E: 18 / 147 , Gen_loss: -0.34382424 MI_loss: 20.797424 Detection error: 0.010077297687530518 time: 5:35:06.915548
- B/E: 19 / 147 , Gen_loss: -0.3490637 MI_loss: 21.056454 Detection error: 0.010051548480987549 time: 5:35:07.798669
- B/E: 20 / 147 , Gen_loss: -0.363438 MI_loss: 22.043953 Detection error: 0.010090768337249756 time: 5:35:08.756142
- B/E: 21 / 147 , Gen_loss: -0.3416724 MI_loss: 20.721283 Detection error: 0.010100841522216797 time: 5:35:09.658273
- B/E: 22 / 147 , Gen_loss: -0.35603666 MI_loss: 21.468334 Detection error: 0.01006251573562622 time: 5:35:10.586604
- B/E: 23 / 147 , Gen_loss: -0.3668691 MI_loss: 22.132904 Detection error: 0.01006770133972168 time: 5:35:11.472368
- B/E: 24 / 147 , Gen_loss: -0.35901335 MI_loss: 21.855469 Detection error: 0.010063767433166504 time: 5:35:12.292967
- B/E: 25 / 147 , Gen_loss: -0.35764146 MI_loss: 21.613588 Detection error: 0.010055303573608398 time: 5:35:13.108833
- B/E: 26 / 147 , Gen_loss: -0.35120282 MI_loss: 21.497746 Detection error: 0.010138869285583496 time: 5:35:13.884039
- B/E: 27 / 147 , Gen_loss: -0.35945022 MI_loss: 21.87664 Detection error: 0.01014399528503418 time: 5:35:14.764589
- B/E: 28 / 147 , Gen_loss: -0.3729651 MI_loss: 22.574661 Detection error: 0.010149776935577393 time: 5:35:15.647267
- B/E: 29 / 147 , Gen_loss: -0.36103672 MI_loss: 21.908316 Detection error: 0.010166645050048828 time: 5:35:16.552740
- B/E: 30 / 147 , Gen_loss: -0.3582466 MI_loss: 21.605717 Detection error: 0.010134100914001465 time: 5:35:17.434158
- B/E: 31 / 147 , Gen_loss: -0.35253376 MI_loss: 21.220413 Detection error: 0.01010352373123169 time: 5:35:18.312603
- B/E: 32 / 147 , Gen_loss: -0.35409695 MI_loss: 21.38972 Detection error: 0.010100364685058594 time: 5:35:19.192941
- B/E: 33 / 147 , Gen_loss: -0.3456279 MI_loss: 20.86195 Detection error: 0.010085463523864746 time: 5:35:20.069356
- B/E: 34 / 147 , Gen_loss: -0.3578001 MI_loss: 21.673683 Detection error: 0.010073184967041016 time: 5:35:20.863788
- B/E: 35 / 147 , Gen_loss: -0.3581318 MI_loss: 21.651031 Detection error: 0.010071158409118652 time: 5:35:21.758154
- B/E: 36 / 147 , Gen_loss: -0.3563217 MI_loss: 21.598988 Detection error: 0.0100785493850708 time: 5:35:22.736642
- B/E: 37 / 147 , Gen_loss: -0.35539898 MI_loss: 21.571436 Detection error: 0.01006251573562622 time: 5:35:23.617227
- B/E: 38 / 147 , Gen_loss: -0.3613066 MI_loss: 21.897507 Detection error: 0.01009136438369751 time: 5:35:24.458338
- B/E: 39 / 147 , Gen_loss: -0.3542743 MI_loss: 21.451374 Detection error: 0.010077357292175293 time: 5:35:25.228146
- B/E: 40 / 147 , Gen_loss: -0.35717723 MI_loss: 21.689066 Detection error: 0.010073184967041016 time: 5:35:26.009105
- B/E: 41 / 147 , Gen_loss: -0.35634446 MI_loss: 21.729824 Detection error: 0.010066986083984375 time: 5:35:26.795565
- B/E: 42 / 147 , Gen_loss: -0.3582183 MI_loss: 21.586557 Detection error: 0.010060310363769531 time: 5:35:27.570877
- B/E: 43 / 147 , Gen_loss: -0.3550863 MI_loss: 21.337965 Detection error: 0.010054707527160645 time: 5:35:28.336245
- B/E: 44 / 147 , Gen_loss: -0.35857642 MI_loss: 21.795841 Detection error: 0.010065972805023193 time: 5:35:29.188267
- B/E: 45 / 147 , Gen_loss: -0.3548531 MI_loss: 21.598753 Detection error: 0.010083556175231934 time: 5:35:30.074877
- B/E: 46 / 147 , Gen_loss: -0.34778133 MI_loss: 20.972324 Detection error: 0.01007777452468872 time: 5:35:30.955218
- B/E: 47 / 147 , Gen_loss: -0.35236523 MI_loss: 21.34139 Detection error: 0.010087251663208008 time: 5:35:31.841136
- B/E: 48 / 147 , Gen_loss: -0.36497024 MI_loss: 22.160248 Detection error: 0.010091185569763184 time: 5:35:32.725524
- B/E: 49 / 147 , Gen_loss: -0.3517845 MI_loss: 21.325596 Detection error: 0.010096848011016846 time: 5:35:33.608961
- B/E: 50 / 147 , Gen_loss: -0.350531 MI_loss: 21.333334 Detection error: 0.010109663009643555 time: 5:35:34.492621
- B/E: 51 / 147 , Gen_loss: -0.366566 MI_loss: 22.309834 Detection error: 0.010105788707733154 time: 5:35:35.376043
- B/E: 52 / 147 , Gen_loss: -0.36036384 MI_loss: 21.690935 Detection error: 0.010107874870300293 time: 5:35:36.347910
- B/E: 53 / 147 , Gen_loss: -0.35416436 MI_loss: 21.338394 Detection error: 0.010114014148712158 time: 5:35:37.287075
- B/E: 54 / 147 , Gen_loss: -0.36281624 MI_loss: 22.023104 Detection error: 0.010121047496795654 time: 5:35:38.168133
- B/E: 55 / 147 , Gen_loss: -0.3619556 MI_loss: 21.94005 Detection error: 0.0101088285446167 time: 5:35:38.966302
- B/E: 56 / 147 , Gen_loss: -0.3599037 MI_loss: 21.705515 Detection error: 0.010089337825775146 time: 5:35:39.765476
- B/E: 57 / 147 , Gen_loss: -0.36401284 MI_loss: 22.138771 Detection error: 0.010082423686981201 time: 5:35:40.652796
- B/E: 58 / 147 , Gen_loss: -0.35297248 MI_loss: 21.475828 Detection error: 0.01007997989654541 time: 5:35:41.530226
- B/E: 59 / 147 , Gen_loss: -0.35312122 MI_loss: 21.425644 Detection error: 0.010097384452819824 time: 5:35:42.403765
- B/E: 60 / 147 , Gen_loss: -0.3588005 MI_loss: 21.639301 Detection error: 0.010094285011291504 time: 5:35:43.283296
- B/E: 61 / 147 , Gen_loss: -0.3452894 MI_loss: 20.97351 Detection error: 0.01009678840637207 time: 5:35:44.165834
- B/E: 62 / 147 , Gen_loss: -0.36450493 MI_loss: 22.171175 Detection error: 0.010102152824401855 time: 5:35:45.046763
- B/E: 63 / 147 , Gen_loss: -0.35735738 MI_loss: 21.67979 Detection error: 0.010104477405548096 time: 5:35:45.923600
- B/E: 64 / 147 , Gen_loss: -0.36269885 MI_loss: 22.116644 Detection error: 0.010096132755279541 time: 5:35:46.820763
- B/E: 65 / 147 , Gen_loss: -0.35897094 MI_loss: 21.677029 Detection error: 0.010098934173583984 time: 5:35:47.632819
- B/E: 66 / 147 , Gen_loss: -0.36400005 MI_loss: 22.058876 Detection error: 0.010104477405548096 time: 5:35:48.402336
- B/E: 67 / 147 , Gen_loss: -0.35551944 MI_loss: 21.481993 Detection error: 0.010091423988342285 time: 5:35:49.173574
- B/E: 68 / 147 , Gen_loss: -0.36541647 MI_loss: 22.13844 Detection error: 0.010092377662658691 time: 5:35:50.044720
- B/E: 69 / 147 , Gen_loss: -0.3581207 MI_loss: 21.678669 Detection error: 0.010111629962921143 time: 5:35:50.911433
- B/E: 70 / 147 , Gen_loss: -0.358183 MI_loss: 21.586666 Detection error: 0.010102987289428711 time: 5:35:51.792702
- B/E: 71 / 147 , Gen_loss: -0.34986585 MI_loss: 21.248922 Detection error: 0.010106325149536133 time: 5:35:52.690339
- B/E: 72 / 147 , Gen_loss: -0.36039084 MI_loss: 21.817064 Detection error: 0.010107874870300293 time: 5:35:53.571077
- B/E: 73 / 147 , Gen_loss: -0.3542257 MI_loss: 21.559612 Detection error: 0.010105550289154053 time: 5:35:54.416315
- B/E: 74 / 147 , Gen_loss: -0.35292956 MI_loss: 21.589226 Detection error: 0.010102927684783936 time: 5:35:55.183716
- B/E: 75 / 147 , Gen_loss: -0.34713745 MI_loss: 21.185266 Detection error: 0.010099530220031738 time: 5:35:55.959324
- B/E: 76 / 147 , Gen_loss: -0.35247943 MI_loss: 21.270754 Detection error: 0.010097801685333252 time: 5:35:56.726737
- B/E: 77 / 147 , Gen_loss: -0.3534515 MI_loss: 21.366108 Detection error: 0.010095357894897461 time: 5:35:57.518118
- B/E: 78 / 147 , Gen_loss: -0.36251792 MI_loss: 21.808678 Detection error: 0.010087788105010986 time: 5:35:58.326692
- B/E: 79 / 147 , Gen_loss: -0.35962424 MI_loss: 21.801178 Detection error: 0.010102331638336182 time: 5:35:59.231145
- B/E: 80 / 147 , Gen_loss: -0.34963626 MI_loss: 21.157701 Detection error: 0.010108768939971924 time: 5:36:00.117821
- B/E: 81 / 147 , Gen_loss: -0.35854688 MI_loss: 21.801117 Detection error: 0.010101735591888428 time: 5:36:00.991974
- B/E: 82 / 147 , Gen_loss: -0.3529485 MI_loss: 21.376266 Detection error: 0.010097920894622803 time: 5:36:01.876479
- B/E: 83 / 147 , Gen_loss: -0.3541997 MI_loss: 21.555374 Detection error: 0.0100974440574646 time: 5:36:02.761300
- B/E: 84 / 147 , Gen_loss: -0.35921705 MI_loss: 21.723103 Detection error: 0.010093748569488525 time: 5:36:03.739238
- B/E: 85 / 147 , Gen_loss: -0.35618597 MI_loss: 21.537704 Detection error: 0.010074853897094727 time: 5:36:04.618861
- B/E: 86 / 147 , Gen_loss: -0.34877935 MI_loss: 21.275467 Detection error: 0.010074019432067871 time: 5:36:05.502573
- B/E: 87 / 147 , Gen_loss: -0.3518795 MI_loss: 21.2697 Detection error: 0.010062873363494873 time: 5:36:06.388517
- B/E: 88 / 147 , Gen_loss: -0.3567198 MI_loss: 21.59681 Detection error: 0.010048449039459229 time: 5:36:07.266386
- B/E: 89 / 147 , Gen_loss: -0.35861295 MI_loss: 21.820087 Detection error: 0.01005697250366211 time: 5:36:08.152583
- B/E: 90 / 147 , Gen_loss: -0.35759056 MI_loss: 21.721931 Detection error: 0.010059058666229248 time: 5:36:09.037998
- B/E: 91 / 147 , Gen_loss: -0.3489126 MI_loss: 21.238642 Detection error: 0.010060489177703857 time: 5:36:09.925498
- B/E: 92 / 147 , Gen_loss: -0.34575403 MI_loss: 20.803986 Detection error: 0.010051071643829346 time: 5:36:10.823889
- B/E: 93 / 147 , Gen_loss: -0.34861898 MI_loss: 21.15318 Detection error: 0.01005321741104126 time: 5:36:11.706563
- B/E: 94 / 147 , Gen_loss: -0.35153228 MI_loss: 21.436392 Detection error: 0.01006382703781128 time: 5:36:12.587328
- B/E: 95 / 147 , Gen_loss: -0.35900548 MI_loss: 21.675196 Detection error: 0.010070979595184326 time: 5:36:13.469842
- B/E: 96 / 147 , Gen_loss: -0.36358166 MI_loss: 22.059566 Detection error: 0.010066390037536621 time: 5:36:14.345407
- B/E: 97 / 147 , Gen_loss: -0.36249977 MI_loss: 21.950882 Detection error: 0.010055780410766602 time: 5:36:15.225928
- B/E: 98 / 147 , Gen_loss: -0.3566956 MI_loss: 21.548384 Detection error: 0.010036945343017578 time: 5:36:16.122308
- B/E: 99 / 147 , Gen_loss: -0.36055744 MI_loss: 21.758684 Detection error: 0.010039687156677246 time: 5:36:16.999110
- B/E: 100 / 147 , Gen_loss: -0.35923707 MI_loss: 21.897968 Detection error: 0.010043621063232422 time: 5:36:17.967067
- B/E: 101 / 147 , Gen_loss: -0.3677884 MI_loss: 22.259594 Detection error: 0.010045647621154785 time: 5:36:18.848208
- B/E: 102 / 147 , Gen_loss: -0.354049 MI_loss: 21.417067 Detection error: 0.010040044784545898 time: 5:36:19.731093
- B/E: 103 / 147 , Gen_loss: -0.3541821 MI_loss: 21.504705 Detection error: 0.010045349597930908 time: 5:36:20.613717
- B/E: 104 / 147 , Gen_loss: -0.35226962 MI_loss: 21.283844 Detection error: 0.010045230388641357 time: 5:36:21.502056
- B/E: 105 / 147 , Gen_loss: -0.3493763 MI_loss: 21.058617 Detection error: 0.010045111179351807 time: 5:36:22.386625
- B/E: 106 / 147 , Gen_loss: -0.35711157 MI_loss: 21.682583 Detection error: 0.010046720504760742 time: 5:36:23.272446
- B/E: 107 / 147 , Gen_loss: -0.35831818 MI_loss: 21.726591 Detection error: 0.01005178689956665 time: 5:36:24.153293
- B/E: 108 / 147 , Gen_loss: -0.36315975 MI_loss: 21.838514 Detection error: 0.010051608085632324 time: 5:36:25.042011
- B/E: 109 / 147 , Gen_loss: -0.36162978 MI_loss: 21.959888 Detection error: 0.010045170783996582 time: 5:36:25.927755
- B/E: 110 / 147 , Gen_loss: -0.35725558 MI_loss: 21.542664 Detection error: 0.010041117668151855 time: 5:36:26.810369
- B/E: 111 / 147 , Gen_loss: -0.36932814 MI_loss: 22.374462 Detection error: 0.010037362575531006 time: 5:36:27.694934
- B/E: 112 / 147 , Gen_loss: -0.36931065 MI_loss: 22.203463 Detection error: 0.010035097599029541 time: 5:36:28.577889
- B/E: 113 / 147 , Gen_loss: -0.35709384 MI_loss: 21.751347 Detection error: 0.01004248857498169 time: 5:36:29.475007
- B/E: 114 / 147 , Gen_loss: -0.35184908 MI_loss: 21.356682 Detection error: 0.010042667388916016 time: 5:36:30.358714
- B/E: 115 / 147 , Gen_loss: -0.3683818 MI_loss: 22.244083 Detection error: 0.010038793087005615 time: 5:36:31.244726
- B/E: 116 / 147 , Gen_loss: -0.3526624 MI_loss: 21.617727 Detection error: 0.010041654109954834 time: 5:36:32.206465
- B/E: 117 / 147 , Gen_loss: -0.3567009 MI_loss: 21.62415 Detection error: 0.010039746761322021 time: 5:36:33.119055
- B/E: 118 / 147 , Gen_loss: -0.35535356 MI_loss: 21.488062 Detection error: 0.010034143924713135 time: 5:36:34.001542
- B/E: 119 / 147 , Gen_loss: -0.3526777 MI_loss: 21.378069 Detection error: 0.010030210018157959 time: 5:36:34.879207
- B/E: 120 / 147 , Gen_loss: -0.35216483 MI_loss: 21.481462 Detection error: 0.01003199815750122 time: 5:36:35.785545
- B/E: 121 / 147 , Gen_loss: -0.3742621 MI_loss: 22.803799 Detection error: 0.010040462017059326 time: 5:36:36.668121
- B/E: 122 / 147 , Gen_loss: -0.35690764 MI_loss: 21.53595 Detection error: 0.010037064552307129 time: 5:36:37.546621
- B/E: 123 / 147 , Gen_loss: -0.35186362 MI_loss: 21.35561 Detection error: 0.010028719902038574 time: 5:36:38.426870
- B/E: 124 / 147 , Gen_loss: -0.35753623 MI_loss: 21.60949 Detection error: 0.010028481483459473 time: 5:36:39.310421
- B/E: 125 / 147 , Gen_loss: -0.3531939 MI_loss: 21.351126 Detection error: 0.01002877950668335 time: 5:36:40.195769
- B/E: 126 / 147 , Gen_loss: -0.36053318 MI_loss: 21.926899 Detection error: 0.010037899017333984 time: 5:36:41.075932
- B/E: 127 / 147 , Gen_loss: -0.3471588 MI_loss: 21.138493 Detection error: 0.010037124156951904 time: 5:36:41.973330
- B/E: 128 / 147 , Gen_loss: -0.35483557 MI_loss: 21.379732 Detection error: 0.010040223598480225 time: 5:36:42.856158
- B/E: 129 / 147 , Gen_loss: -0.3534273 MI_loss: 21.543003 Detection error: 0.010047376155853271 time: 5:36:43.734129
- B/E: 130 / 147 , Gen_loss: -0.3613054 MI_loss: 21.929497 Detection error: 0.010056793689727783 time: 5:36:44.609765
- B/E: 131 / 147 , Gen_loss: -0.35600147 MI_loss: 21.482147 Detection error: 0.010058939456939697 time: 5:36:45.456907
- B/E: 132 / 147 , Gen_loss: -0.3492637 MI_loss: 21.0476 Detection error: 0.01005476713180542 time: 5:36:46.326982
- B/E: 133 / 147 , Gen_loss: -0.3639155 MI_loss: 22.077227 Detection error: 0.010059475898742676 time: 5:36:47.190863
- B/E: 134 / 147 , Gen_loss: -0.3604381 MI_loss: 22.045092 Detection error: 0.010068058967590332 time: 5:36:48.070343
- B/E: 135 / 147 , Gen_loss: -0.3498732 MI_loss: 21.177967 Detection error: 0.010067760944366455 time: 5:36:48.950369
- B/E: 136 / 147 , Gen_loss: -0.35848036 MI_loss: 21.636211 Detection error: 0.010068178176879883 time: 5:36:49.831887
- B/E: 137 / 147 , Gen_loss: -0.354824 MI_loss: 21.340233 Detection error: 0.010071337223052979 time: 5:36:50.701200
- B/E: 138 / 147 , Gen_loss: -0.35900384 MI_loss: 21.826252 Detection error: 0.010071039199829102 time: 5:36:51.585117
- B/E: 139 / 147 , Gen_loss: -0.36407256 MI_loss: 22.14875 Detection error: 0.010080158710479736 time: 5:36:52.462284
- B/E: 140 / 147 , Gen_loss: -0.35311267 MI_loss: 21.393473 Detection error: 0.010080456733703613 time: 5:36:53.345700
- B/E: 141 / 147 , Gen_loss: -0.3611554 MI_loss: 21.714005 Detection error: 0.010077893733978271 time: 5:36:54.224759
- B/E: 142 / 147 , Gen_loss: -0.35365802 MI_loss: 21.385193 Detection error: 0.010078907012939453 time: 5:36:55.027445
- B/E: 143 / 147 , Gen_loss: -0.37270108 MI_loss: 22.491528 Detection error: 0.010075509548187256 time: 5:36:55.795460
- B/E: 144 / 147 , Gen_loss: -0.34539622 MI_loss: 20.81925 Detection error: 0.010083377361297607 time: 5:36:56.598551
- B/E: 145 / 147 , Gen_loss: -0.35850847 MI_loss: 21.765446 Detection error: 0.010090351104736328 time: 5:36:57.367030
- B/E: 146 / 147 , Gen_loss: -0.357344 MI_loss: 21.67112 Detection error: 0.01009225845336914 time: 5:36:58.189399
- B/E: 147 / 147 , Gen_loss: -0.35803398 MI_loss: 21.797356 Detection error: 0.010098159313201904 time: 5:36:59.003527
- B/E: 148 / 147 , Gen_loss: -0.36552644 MI_loss: 22.183535 Detection error: 0.010100483894348145 time: 5:36:59.859047
- B/E: 149 / 147 , Gen_loss: -0.3599742 MI_loss: 21.824726 Detection error: 0.010106861591339111 time: 5:37:00.627313
-
- Test Loss: 10.319391 Test Error: 0.010800004005432129
- -----
- EPOCH: 148
- B/E: 0 / 148 , Gen_loss: -0.35339913 MI_loss: 21.46315 Detection error: 0.010562479496002197 time: 5:37:02.442475
- B/E: 1 / 148 , Gen_loss: -0.35125265 MI_loss: 21.311684 Detection error: 0.010765612125396729 time: 5:37:21.749741
- B/E: 2 / 148 , Gen_loss: -0.35010165 MI_loss: 21.248405 Detection error: 0.010104179382324219 time: 5:37:22.660686
- B/E: 3 / 148 , Gen_loss: -0.35208672 MI_loss: 21.366087 Detection error: 0.010039091110229492 time: 5:37:23.537394
- B/E: 4 / 148 , Gen_loss: -0.3577024 MI_loss: 21.73971 Detection error: 0.010018765926361084 time: 5:37:24.415398
- B/E: 5 / 148 , Gen_loss: -0.35427532 MI_loss: 21.63538 Detection error: 0.010052084922790527 time: 5:37:25.302450
- B/E: 6 / 148 , Gen_loss: -0.36217555 MI_loss: 22.1532 Detection error: 0.010138392448425293 time: 5:37:26.183203
- B/E: 7 / 148 , Gen_loss: -0.3648649 MI_loss: 21.971539 Detection error: 0.010179698467254639 time: 5:37:27.058068
- B/E: 8 / 148 , Gen_loss: -0.36243525 MI_loss: 21.945192 Detection error: 0.010100722312927246 time: 5:37:27.941173
- B/E: 9 / 148 , Gen_loss: -0.3600798 MI_loss: 21.801413 Detection error: 0.010056257247924805 time: 5:37:28.826031
- B/E: 10 / 148 , Gen_loss: -0.3615353 MI_loss: 21.915154 Detection error: 0.010110795497894287 time: 5:37:29.798806
- B/E: 11 / 148 , Gen_loss: -0.36116016 MI_loss: 21.729614 Detection error: 0.010088562965393066 time: 5:37:30.673291
- B/E: 12 / 148 , Gen_loss: -0.35669625 MI_loss: 21.579508 Detection error: 0.010194718837738037 time: 5:37:31.566621
- B/E: 13 / 148 , Gen_loss: -0.36098573 MI_loss: 22.029259 Detection error: 0.010187506675720215 time: 5:37:32.393841
- B/E: 14 / 148 , Gen_loss: -0.36236387 MI_loss: 21.903982 Detection error: 0.01016247272491455 time: 5:37:33.161340
- B/E: 15 / 148 , Gen_loss: -0.35241246 MI_loss: 21.414272 Detection error: 0.010175764560699463 time: 5:37:34.020546
- B/E: 16 / 148 , Gen_loss: -0.35733956 MI_loss: 21.50734 Detection error: 0.010145246982574463 time: 5:37:34.903285
- B/E: 17 / 148 , Gen_loss: -0.34788942 MI_loss: 20.966759 Detection error: 0.010102450847625732 time: 5:37:35.781368
- B/E: 18 / 148 , Gen_loss: -0.37074742 MI_loss: 22.597164 Detection error: 0.010074019432067871 time: 5:37:36.664692
- B/E: 19 / 148 , Gen_loss: -0.34449235 MI_loss: 20.944605 Detection error: 0.010070323944091797 time: 5:37:37.548919
- B/E: 20 / 148 , Gen_loss: -0.36040142 MI_loss: 21.888502 Detection error: 0.010113120079040527 time: 5:37:38.429932
- B/E: 21 / 148 , Gen_loss: -0.34772652 MI_loss: 21.02126 Detection error: 0.010082364082336426 time: 5:37:39.310729
- B/E: 22 / 148 , Gen_loss: -0.3536713 MI_loss: 21.403088 Detection error: 0.010074734687805176 time: 5:37:40.192131
- B/E: 23 / 148 , Gen_loss: -0.35138404 MI_loss: 21.365547 Detection error: 0.010059893131256104 time: 5:37:41.073270
- B/E: 24 / 148 , Gen_loss: -0.36251378 MI_loss: 22.01944 Detection error: 0.010077476501464844 time: 5:37:41.958264
- B/E: 25 / 148 , Gen_loss: -0.36082825 MI_loss: 21.944572 Detection error: 0.010078132152557373 time: 5:37:42.921612
- B/E: 26 / 148 , Gen_loss: -0.355287 MI_loss: 21.682598 Detection error: 0.010130763053894043 time: 5:37:43.805544
- B/E: 27 / 148 , Gen_loss: -0.36479965 MI_loss: 22.26586 Detection error: 0.010149538516998291 time: 5:37:44.691383
- B/E: 28 / 148 , Gen_loss: -0.35133222 MI_loss: 21.311419 Detection error: 0.010165929794311523 time: 5:37:45.570216
- B/E: 29 / 148 , Gen_loss: -0.36194995 MI_loss: 21.873884 Detection error: 0.01016455888748169 time: 5:37:46.458485
- B/E: 30 / 148 , Gen_loss: -0.36190218 MI_loss: 21.991646 Detection error: 0.010151207447052002 time: 5:37:47.341960
- B/E: 31 / 148 , Gen_loss: -0.3568667 MI_loss: 21.457594 Detection error: 0.010137677192687988 time: 5:37:48.234977
- B/E: 32 / 148 , Gen_loss: -0.36589113 MI_loss: 22.186848 Detection error: 0.010129749774932861 time: 5:37:49.113595
- B/E: 33 / 148 , Gen_loss: -0.3554345 MI_loss: 21.542297 Detection error: 0.010108470916748047 time: 5:37:50.001487
- B/E: 34 / 148 , Gen_loss: -0.3617635 MI_loss: 21.864353 Detection error: 0.010106265544891357 time: 5:37:50.885176
- B/E: 35 / 148 , Gen_loss: -0.36062142 MI_loss: 21.86571 Detection error: 0.010103285312652588 time: 5:37:51.791558
- B/E: 36 / 148 , Gen_loss: -0.36512083 MI_loss: 22.160822 Detection error: 0.010080218315124512 time: 5:37:52.668700
- B/E: 37 / 148 , Gen_loss: -0.36541173 MI_loss: 22.252695 Detection error: 0.010087192058563232 time: 5:37:53.554474
- B/E: 38 / 148 , Gen_loss: -0.3678732 MI_loss: 22.126728 Detection error: 0.010105788707733154 time: 5:37:54.459408
- B/E: 39 / 148 , Gen_loss: -0.35829455 MI_loss: 21.648937 Detection error: 0.010103106498718262 time: 5:37:55.339909
- B/E: 40 / 148 , Gen_loss: -0.36357874 MI_loss: 22.04358 Detection error: 0.01009601354598999 time: 5:37:56.224464
- B/E: 41 / 148 , Gen_loss: -0.3593478 MI_loss: 21.815384 Detection error: 0.010089278221130371 time: 5:37:57.205855
- B/E: 42 / 148 , Gen_loss: -0.3682249 MI_loss: 22.323702 Detection error: 0.010069012641906738 time: 5:37:58.097898
- B/E: 43 / 148 , Gen_loss: -0.37171823 MI_loss: 22.47428 Detection error: 0.010080277919769287 time: 5:37:58.980443
- B/E: 44 / 148 , Gen_loss: -0.34476188 MI_loss: 20.86217 Detection error: 0.010093748569488525 time: 5:37:59.863314
- B/E: 45 / 148 , Gen_loss: -0.3668503 MI_loss: 22.040493 Detection error: 0.010096490383148193 time: 5:38:00.744579
- B/E: 46 / 148 , Gen_loss: -0.35908648 MI_loss: 21.851915 Detection error: 0.010103046894073486 time: 5:38:01.630430
- B/E: 47 / 148 , Gen_loss: -0.36584127 MI_loss: 22.140465 Detection error: 0.010100901126861572 time: 5:38:02.422721
- B/E: 48 / 148 , Gen_loss: -0.36451262 MI_loss: 22.120583 Detection error: 0.010112881660461426 time: 5:38:03.322471
- B/E: 49 / 148 , Gen_loss: -0.35303497 MI_loss: 21.393562 Detection error: 0.010113775730133057 time: 5:38:04.203744
- B/E: 50 / 148 , Gen_loss: -0.3459873 MI_loss: 21.108341 Detection error: 0.010129272937774658 time: 5:38:05.086897
- B/E: 51 / 148 , Gen_loss: -0.35741168 MI_loss: 21.703318 Detection error: 0.010127425193786621 time: 5:38:05.966975
- B/E: 52 / 148 , Gen_loss: -0.36548176 MI_loss: 22.288351 Detection error: 0.01012498140335083 time: 5:38:06.842634
- B/E: 53 / 148 , Gen_loss: -0.3658825 MI_loss: 22.0784 Detection error: 0.010140061378479004 time: 5:38:07.727043
- B/E: 54 / 148 , Gen_loss: -0.3612185 MI_loss: 21.845116 Detection error: 0.010130107402801514 time: 5:38:08.616440
- B/E: 55 / 148 , Gen_loss: -0.35426554 MI_loss: 21.503056 Detection error: 0.010117769241333008 time: 5:38:09.499798
- B/E: 56 / 148 , Gen_loss: -0.35819396 MI_loss: 21.699642 Detection error: 0.01010143756866455 time: 5:38:10.377363
- B/E: 57 / 148 , Gen_loss: -0.37363392 MI_loss: 22.622011 Detection error: 0.010105609893798828 time: 5:38:11.344334
- B/E: 58 / 148 , Gen_loss: -0.35903433 MI_loss: 21.713345 Detection error: 0.010094821453094482 time: 5:38:12.231349
- B/E: 59 / 148 , Gen_loss: -0.35604858 MI_loss: 21.601162 Detection error: 0.010101020336151123 time: 5:38:13.133096
- B/E: 60 / 148 , Gen_loss: -0.3620154 MI_loss: 21.893269 Detection error: 0.010107040405273438 time: 5:38:14.012297
- B/E: 61 / 148 , Gen_loss: -0.35298902 MI_loss: 21.353031 Detection error: 0.010097801685333252 time: 5:38:14.896241
- B/E: 62 / 148 , Gen_loss: -0.35378385 MI_loss: 21.5355 Detection error: 0.010111093521118164 time: 5:38:15.779362
- B/E: 63 / 148 , Gen_loss: -0.3572171 MI_loss: 21.624004 Detection error: 0.010114729404449463 time: 5:38:16.659996
- B/E: 64 / 148 , Gen_loss: -0.36871064 MI_loss: 22.549852 Detection error: 0.010111033916473389 time: 5:38:17.541463
- B/E: 65 / 148 , Gen_loss: -0.3573118 MI_loss: 21.625425 Detection error: 0.010110795497894287 time: 5:38:18.397121
- B/E: 66 / 148 , Gen_loss: -0.3633314 MI_loss: 21.79107 Detection error: 0.010102629661560059 time: 5:38:19.296413
- B/E: 67 / 148 , Gen_loss: -0.36270705 MI_loss: 21.967552 Detection error: 0.010093271732330322 time: 5:38:20.177968
- B/E: 68 / 148 , Gen_loss: -0.36400965 MI_loss: 22.137836 Detection error: 0.010101020336151123 time: 5:38:21.060976
- B/E: 69 / 148 , Gen_loss: -0.35717553 MI_loss: 21.75145 Detection error: 0.010112941265106201 time: 5:38:21.939846
- B/E: 70 / 148 , Gen_loss: -0.36565983 MI_loss: 22.110838 Detection error: 0.010105609893798828 time: 5:38:22.819554
- B/E: 71 / 148 , Gen_loss: -0.34643033 MI_loss: 21.032888 Detection error: 0.010106325149536133 time: 5:38:23.693788
- B/E: 72 / 148 , Gen_loss: -0.36495176 MI_loss: 22.145103 Detection error: 0.010102331638336182 time: 5:38:24.577782
- B/E: 73 / 148 , Gen_loss: -0.3485606 MI_loss: 21.188122 Detection error: 0.01010596752166748 time: 5:38:25.542473
- B/E: 74 / 148 , Gen_loss: -0.3618605 MI_loss: 22.13986 Detection error: 0.010095000267028809 time: 5:38:26.421825
- B/E: 75 / 148 , Gen_loss: -0.34488457 MI_loss: 21.072886 Detection error: 0.0100974440574646 time: 5:38:27.298273
- B/E: 76 / 148 , Gen_loss: -0.3518793 MI_loss: 21.264479 Detection error: 0.010097384452819824 time: 5:38:28.192703
- B/E: 77 / 148 , Gen_loss: -0.36207893 MI_loss: 21.908527 Detection error: 0.010094165802001953 time: 5:38:29.080721
- B/E: 78 / 148 , Gen_loss: -0.3636539 MI_loss: 22.01115 Detection error: 0.01009213924407959 time: 5:38:29.963092
- B/E: 79 / 148 , Gen_loss: -0.358751 MI_loss: 21.733109 Detection error: 0.010098040103912354 time: 5:38:30.861232
- B/E: 80 / 148 , Gen_loss: -0.35877413 MI_loss: 21.867672 Detection error: 0.010111510753631592 time: 5:38:31.747671
- B/E: 81 / 148 , Gen_loss: -0.36409834 MI_loss: 22.015446 Detection error: 0.010103285312652588 time: 5:38:32.631313
- B/E: 82 / 148 , Gen_loss: -0.3545363 MI_loss: 21.596222 Detection error: 0.010099411010742188 time: 5:38:33.513535
- B/E: 83 / 148 , Gen_loss: -0.3533126 MI_loss: 21.27393 Detection error: 0.010093390941619873 time: 5:38:34.413099
- B/E: 84 / 148 , Gen_loss: -0.35195875 MI_loss: 21.255974 Detection error: 0.010090827941894531 time: 5:38:35.297233
- B/E: 85 / 148 , Gen_loss: -0.36371383 MI_loss: 22.123222 Detection error: 0.010073423385620117 time: 5:38:36.189919
- B/E: 86 / 148 , Gen_loss: -0.36025968 MI_loss: 21.93687 Detection error: 0.010069310665130615 time: 5:38:37.069897
- B/E: 87 / 148 , Gen_loss: -0.3486308 MI_loss: 21.010056 Detection error: 0.010057151317596436 time: 5:38:37.950363
- B/E: 88 / 148 , Gen_loss: -0.36693975 MI_loss: 22.163755 Detection error: 0.010043561458587646 time: 5:38:38.837388
- B/E: 89 / 148 , Gen_loss: -0.3599275 MI_loss: 21.84182 Detection error: 0.01005244255065918 time: 5:38:39.770698
- B/E: 90 / 148 , Gen_loss: -0.3601048 MI_loss: 21.838936 Detection error: 0.010052859783172607 time: 5:38:40.537348
- B/E: 91 / 148 , Gen_loss: -0.35932717 MI_loss: 21.760021 Detection error: 0.01005709171295166 time: 5:38:41.395776
- B/E: 92 / 148 , Gen_loss: -0.34386322 MI_loss: 20.66333 Detection error: 0.010050714015960693 time: 5:38:42.189286
- B/E: 93 / 148 , Gen_loss: -0.36042264 MI_loss: 21.95422 Detection error: 0.010046541690826416 time: 5:38:42.964095
- B/E: 94 / 148 , Gen_loss: -0.3544026 MI_loss: 21.67001 Detection error: 0.01006084680557251 time: 5:38:43.832948
- B/E: 95 / 148 , Gen_loss: -0.35925445 MI_loss: 21.891169 Detection error: 0.010066390037536621 time: 5:38:44.712821
- B/E: 96 / 148 , Gen_loss: -0.3639808 MI_loss: 21.995478 Detection error: 0.01006317138671875 time: 5:38:45.592353
- B/E: 97 / 148 , Gen_loss: -0.36058804 MI_loss: 21.697062 Detection error: 0.010052919387817383 time: 5:38:46.475853
- B/E: 98 / 148 , Gen_loss: -0.35773942 MI_loss: 21.438156 Detection error: 0.01004260778427124 time: 5:38:47.357578
- B/E: 99 / 148 , Gen_loss: -0.36461166 MI_loss: 22.0819 Detection error: 0.010041236877441406 time: 5:38:48.197476
- B/E: 100 / 148 , Gen_loss: -0.35496587 MI_loss: 21.515009 Detection error: 0.010036230087280273 time: 5:38:48.968151
- B/E: 101 / 148 , Gen_loss: -0.36073914 MI_loss: 21.940287 Detection error: 0.010043501853942871 time: 5:38:49.733189
- B/E: 102 / 148 , Gen_loss: -0.3560596 MI_loss: 21.55429 Detection error: 0.01004493236541748 time: 5:38:50.504372
- B/E: 103 / 148 , Gen_loss: -0.35929015 MI_loss: 21.930262 Detection error: 0.01004326343536377 time: 5:38:51.276783
- B/E: 104 / 148 , Gen_loss: -0.3530124 MI_loss: 21.271662 Detection error: 0.01004493236541748 time: 5:38:52.084207
- B/E: 105 / 148 , Gen_loss: -0.35388207 MI_loss: 21.473248 Detection error: 0.010044217109680176 time: 5:38:53.029616
- B/E: 106 / 148 , Gen_loss: -0.3577892 MI_loss: 21.749887 Detection error: 0.010049939155578613 time: 5:38:53.909234
- B/E: 107 / 148 , Gen_loss: -0.36129668 MI_loss: 21.902197 Detection error: 0.010050952434539795 time: 5:38:54.793240
- B/E: 108 / 148 , Gen_loss: -0.35979345 MI_loss: 21.761837 Detection error: 0.01005476713180542 time: 5:38:55.672240
- B/E: 109 / 148 , Gen_loss: -0.35427088 MI_loss: 21.3461 Detection error: 0.010049700736999512 time: 5:38:56.549906
- B/E: 110 / 148 , Gen_loss: -0.35790613 MI_loss: 21.635519 Detection error: 0.01003938913345337 time: 5:38:57.436153
- B/E: 111 / 148 , Gen_loss: -0.36071867 MI_loss: 21.922049 Detection error: 0.010042130947113037 time: 5:38:58.320747
- B/E: 112 / 148 , Gen_loss: -0.36942813 MI_loss: 22.438173 Detection error: 0.010040104389190674 time: 5:38:59.198599
- B/E: 113 / 148 , Gen_loss: -0.36483666 MI_loss: 22.310371 Detection error: 0.010040581226348877 time: 5:39:00.078410
- B/E: 114 / 148 , Gen_loss: -0.3584121 MI_loss: 21.83448 Detection error: 0.010043203830718994 time: 5:39:00.966618
- B/E: 115 / 148 , Gen_loss: -0.35655823 MI_loss: 21.522903 Detection error: 0.010041773319244385 time: 5:39:01.850941
- B/E: 116 / 148 , Gen_loss: -0.35324335 MI_loss: 21.549772 Detection error: 0.010038971900939941 time: 5:39:02.728200
- B/E: 117 / 148 , Gen_loss: -0.35377952 MI_loss: 21.707651 Detection error: 0.010043144226074219 time: 5:39:03.610946
- B/E: 118 / 148 , Gen_loss: -0.36385098 MI_loss: 21.943748 Detection error: 0.010030984878540039 time: 5:39:04.509627
- B/E: 119 / 148 , Gen_loss: -0.35619834 MI_loss: 21.636238 Detection error: 0.010033845901489258 time: 5:39:05.394068
- B/E: 120 / 148 , Gen_loss: -0.3597308 MI_loss: 21.866188 Detection error: 0.010035872459411621 time: 5:39:06.274598
- B/E: 121 / 148 , Gen_loss: -0.35566214 MI_loss: 21.593384 Detection error: 0.010036647319793701 time: 5:39:07.242798
- B/E: 122 / 148 , Gen_loss: -0.3567194 MI_loss: 21.653183 Detection error: 0.0100327730178833 time: 5:39:08.139241
- B/E: 123 / 148 , Gen_loss: -0.35273713 MI_loss: 21.388947 Detection error: 0.010027468204498291 time: 5:39:09.026358
- B/E: 124 / 148 , Gen_loss: -0.3539332 MI_loss: 21.534132 Detection error: 0.010027527809143066 time: 5:39:09.907198
- B/E: 125 / 148 , Gen_loss: -0.36150807 MI_loss: 21.824455 Detection error: 0.010025322437286377 time: 5:39:10.814507
- B/E: 126 / 148 , Gen_loss: -0.35825887 MI_loss: 21.952934 Detection error: 0.01003122329711914 time: 5:39:11.730388
- B/E: 127 / 148 , Gen_loss: -0.3534913 MI_loss: 21.552643 Detection error: 0.010034680366516113 time: 5:39:12.532501
- B/E: 128 / 148 , Gen_loss: -0.35712415 MI_loss: 21.824942 Detection error: 0.010039031505584717 time: 5:39:13.306420
- B/E: 129 / 148 , Gen_loss: -0.35884902 MI_loss: 21.851547 Detection error: 0.010046899318695068 time: 5:39:14.098426
- B/E: 130 / 148 , Gen_loss: -0.35529396 MI_loss: 21.456697 Detection error: 0.010051548480987549 time: 5:39:14.915780
- B/E: 131 / 148 , Gen_loss: -0.36675996 MI_loss: 22.291828 Detection error: 0.010056793689727783 time: 5:39:15.699132
- B/E: 132 / 148 , Gen_loss: -0.3599918 MI_loss: 21.800402 Detection error: 0.010053575038909912 time: 5:39:16.491287
- B/E: 133 / 148 , Gen_loss: -0.36369532 MI_loss: 22.037258 Detection error: 0.010057389736175537 time: 5:39:17.321109
- B/E: 134 / 148 , Gen_loss: -0.35911986 MI_loss: 21.86488 Detection error: 0.0100669264793396 time: 5:39:18.090937
- B/E: 135 / 148 , Gen_loss: -0.35652044 MI_loss: 21.783571 Detection error: 0.010066628456115723 time: 5:39:18.984332
- B/E: 136 / 148 , Gen_loss: -0.36476701 MI_loss: 22.213293 Detection error: 0.010068655014038086 time: 5:39:19.862061
- B/E: 137 / 148 , Gen_loss: -0.35372677 MI_loss: 21.452574 Detection error: 0.010070204734802246 time: 5:39:20.840354
- B/E: 138 / 148 , Gen_loss: -0.35789803 MI_loss: 21.849926 Detection error: 0.010071933269500732 time: 5:39:21.729159
- B/E: 139 / 148 , Gen_loss: -0.36715704 MI_loss: 22.312305 Detection error: 0.010074317455291748 time: 5:39:22.611135
- B/E: 140 / 148 , Gen_loss: -0.3534438 MI_loss: 21.447523 Detection error: 0.01007843017578125 time: 5:39:23.493812
- B/E: 141 / 148 , Gen_loss: -0.35431552 MI_loss: 21.371597 Detection error: 0.010075926780700684 time: 5:39:24.379199
- B/E: 142 / 148 , Gen_loss: -0.36547965 MI_loss: 22.2016 Detection error: 0.010071873664855957 time: 5:39:25.259711
- B/E: 143 / 148 , Gen_loss: -0.364821 MI_loss: 21.975647 Detection error: 0.010072290897369385 time: 5:39:26.145157
- B/E: 144 / 148 , Gen_loss: -0.3553452 MI_loss: 21.522585 Detection error: 0.010080575942993164 time: 5:39:27.032411
- B/E: 145 / 148 , Gen_loss: -0.3477791 MI_loss: 20.97472 Detection error: 0.010084986686706543 time: 5:39:27.914081
- B/E: 146 / 148 , Gen_loss: -0.36353272 MI_loss: 22.029186 Detection error: 0.010088443756103516 time: 5:39:28.713076
- B/E: 147 / 148 , Gen_loss: -0.37131962 MI_loss: 22.323254 Detection error: 0.010091423988342285 time: 5:39:29.507788
- B/E: 148 / 148 , Gen_loss: -0.35592166 MI_loss: 21.685673 Detection error: 0.010095417499542236 time: 5:39:30.352912
- B/E: 149 / 148 , Gen_loss: -0.358294 MI_loss: 21.897213 Detection error: 0.010101854801177979 time: 5:39:31.236716
-
- Test Loss: 10.319391 Test Error: 0.010749995708465576
- -----
- EPOCH: 149
- B/E: 0 / 149 , Gen_loss: -0.3561653 MI_loss: 21.476511 Detection error: 0.010562479496002197 time: 5:39:33.126852
- B/E: 1 / 149 , Gen_loss: -0.3524714 MI_loss: 21.385845 Detection error: 0.010562479496002197 time: 5:39:52.707955
- B/E: 2 / 149 , Gen_loss: -0.3500327 MI_loss: 21.207006 Detection error: 0.010135412216186523 time: 5:39:53.729761
- B/E: 3 / 149 , Gen_loss: -0.35418677 MI_loss: 21.449104 Detection error: 0.010023415088653564 time: 5:39:54.621373
- B/E: 4 / 149 , Gen_loss: -0.3526088 MI_loss: 21.461716 Detection error: 0.01012498140335083 time: 5:39:55.507682
- B/E: 5 / 149 , Gen_loss: -0.35722646 MI_loss: 21.712662 Detection error: 0.01012498140335083 time: 5:39:56.396011
- B/E: 6 / 149 , Gen_loss: -0.36870956 MI_loss: 22.388481 Detection error: 0.010160684585571289 time: 5:39:57.278394
- B/E: 7 / 149 , Gen_loss: -0.36570066 MI_loss: 22.249401 Detection error: 0.010171890258789062 time: 5:39:58.157884
- B/E: 8 / 149 , Gen_loss: -0.35426685 MI_loss: 21.440197 Detection error: 0.010052084922790527 time: 5:39:59.045694
- B/E: 9 / 149 , Gen_loss: -0.3552667 MI_loss: 21.509026 Detection error: 0.010046899318695068 time: 5:39:59.932129
- B/E: 10 / 149 , Gen_loss: -0.36182505 MI_loss: 21.83977 Detection error: 0.010079562664031982 time: 5:40:00.783249
- B/E: 11 / 149 , Gen_loss: -0.36023048 MI_loss: 21.89609 Detection error: 0.010117173194885254 time: 5:40:01.557432
- B/E: 12 / 149 , Gen_loss: -0.3542139 MI_loss: 21.584055 Detection error: 0.010177910327911377 time: 5:40:02.325468
- B/E: 13 / 149 , Gen_loss: -0.35030466 MI_loss: 21.301376 Detection error: 0.010203123092651367 time: 5:40:03.102696
- B/E: 14 / 149 , Gen_loss: -0.35860422 MI_loss: 21.675077 Detection error: 0.010154187679290771 time: 5:40:03.868852
- B/E: 15 / 149 , Gen_loss: -0.3549822 MI_loss: 21.559408 Detection error: 0.010175764560699463 time: 5:40:04.640115
- B/E: 16 / 149 , Gen_loss: -0.35517576 MI_loss: 21.384615 Detection error: 0.010121345520019531 time: 5:40:05.436908
- B/E: 17 / 149 , Gen_loss: -0.3566503 MI_loss: 21.49438 Detection error: 0.010123252868652344 time: 5:40:06.210736
- B/E: 18 / 149 , Gen_loss: -0.35859248 MI_loss: 21.741434 Detection error: 0.010054290294647217 time: 5:40:07.102126
- B/E: 19 / 149 , Gen_loss: -0.35621342 MI_loss: 21.646654 Detection error: 0.010065615177154541 time: 5:40:07.870660
- B/E: 20 / 149 , Gen_loss: -0.35408914 MI_loss: 21.437187 Detection error: 0.010086297988891602 time: 5:40:08.741104
- B/E: 21 / 149 , Gen_loss: -0.35257757 MI_loss: 21.432432 Detection error: 0.010080993175506592 time: 5:40:09.625039
- B/E: 22 / 149 , Gen_loss: -0.36338568 MI_loss: 21.925447 Detection error: 0.010065197944641113 time: 5:40:10.505150
- B/E: 23 / 149 , Gen_loss: -0.3509264 MI_loss: 21.297615 Detection error: 0.010075509548187256 time: 5:40:11.405928
- B/E: 24 / 149 , Gen_loss: -0.35775533 MI_loss: 21.692749 Detection error: 0.010063767433166504 time: 5:40:12.287905
- B/E: 25 / 149 , Gen_loss: -0.34700015 MI_loss: 20.99862 Detection error: 0.0100516676902771 time: 5:40:13.191355
- B/E: 26 / 149 , Gen_loss: -0.3552066 MI_loss: 21.70534 Detection error: 0.01012963056564331 time: 5:40:14.067895
- B/E: 27 / 149 , Gen_loss: -0.35329187 MI_loss: 21.44398 Detection error: 0.01014399528503418 time: 5:40:14.951299
- B/E: 28 / 149 , Gen_loss: -0.3636021 MI_loss: 22.074188 Detection error: 0.01015406847000122 time: 5:40:15.830386
- B/E: 29 / 149 , Gen_loss: -0.34781948 MI_loss: 21.261873 Detection error: 0.010160446166992188 time: 5:40:16.709285
- B/E: 30 / 149 , Gen_loss: -0.36301544 MI_loss: 22.023325 Detection error: 0.010146141052246094 time: 5:40:17.585311
- B/E: 31 / 149 , Gen_loss: -0.346719 MI_loss: 20.874397 Detection error: 0.010108411312103271 time: 5:40:18.551749
- B/E: 32 / 149 , Gen_loss: -0.35383317 MI_loss: 21.497189 Detection error: 0.010124027729034424 time: 5:40:19.436063
- B/E: 33 / 149 , Gen_loss: -0.34690621 MI_loss: 20.936638 Detection error: 0.010093748569488525 time: 5:40:20.314016
- B/E: 34 / 149 , Gen_loss: -0.3568275 MI_loss: 21.797897 Detection error: 0.010074973106384277 time: 5:40:21.191953
- B/E: 35 / 149 , Gen_loss: -0.36284736 MI_loss: 22.093468 Detection error: 0.010097205638885498 time: 5:40:22.074496
- B/E: 36 / 149 , Gen_loss: -0.36438292 MI_loss: 21.963446 Detection error: 0.01008528470993042 time: 5:40:22.962481
- B/E: 37 / 149 , Gen_loss: -0.3568299 MI_loss: 21.792816 Detection error: 0.010086357593536377 time: 5:40:23.842863
- B/E: 38 / 149 , Gen_loss: -0.36119142 MI_loss: 22.0204 Detection error: 0.010109782218933105 time: 5:40:24.721777
- B/E: 39 / 149 , Gen_loss: -0.35431772 MI_loss: 21.369785 Detection error: 0.010084390640258789 time: 5:40:25.603861
- B/E: 40 / 149 , Gen_loss: -0.3544192 MI_loss: 21.545324 Detection error: 0.010088443756103516 time: 5:40:26.499095
- B/E: 41 / 149 , Gen_loss: -0.3493151 MI_loss: 21.055353 Detection error: 0.010088562965393066 time: 5:40:27.376532
- B/E: 42 / 149 , Gen_loss: -0.35788557 MI_loss: 21.784273 Detection error: 0.010071218013763428 time: 5:40:28.262199
- B/E: 43 / 149 , Gen_loss: -0.35994986 MI_loss: 21.766958 Detection error: 0.010073840618133545 time: 5:40:29.165592
- B/E: 44 / 149 , Gen_loss: -0.35817218 MI_loss: 21.830412 Detection error: 0.010081231594085693 time: 5:40:30.021743
- B/E: 45 / 149 , Gen_loss: -0.35684195 MI_loss: 21.723988 Detection error: 0.010088324546813965 time: 5:40:30.819793
- B/E: 46 / 149 , Gen_loss: -0.36570168 MI_loss: 22.239761 Detection error: 0.010112345218658447 time: 5:40:31.713353
- B/E: 47 / 149 , Gen_loss: -0.35269287 MI_loss: 21.284555 Detection error: 0.010098278522491455 time: 5:40:32.612795
- B/E: 48 / 149 , Gen_loss: -0.35553232 MI_loss: 21.608187 Detection error: 0.010107755661010742 time: 5:40:33.582360
- B/E: 49 / 149 , Gen_loss: -0.3568599 MI_loss: 21.755363 Detection error: 0.010115623474121094 time: 5:40:34.465202
- B/E: 50 / 149 , Gen_loss: -0.36117733 MI_loss: 21.833889 Detection error: 0.010126829147338867 time: 5:40:35.345531
- B/E: 51 / 149 , Gen_loss: -0.35427162 MI_loss: 21.588623 Detection error: 0.010129213333129883 time: 5:40:36.238496
- B/E: 52 / 149 , Gen_loss: -0.36740884 MI_loss: 22.39431 Detection error: 0.010124385356903076 time: 5:40:37.122815
- B/E: 53 / 149 , Gen_loss: -0.36924523 MI_loss: 22.449823 Detection error: 0.01014178991317749 time: 5:40:38.006469
- B/E: 54 / 149 , Gen_loss: -0.35535052 MI_loss: 21.479336 Detection error: 0.010132968425750732 time: 5:40:38.823522
- B/E: 55 / 149 , Gen_loss: -0.35552838 MI_loss: 21.499718 Detection error: 0.010121643543243408 time: 5:40:39.601036
- B/E: 56 / 149 , Gen_loss: -0.35705832 MI_loss: 21.466015 Detection error: 0.010106921195983887 time: 5:40:40.381127
- B/E: 57 / 149 , Gen_loss: -0.36580434 MI_loss: 22.232306 Detection error: 0.01009213924407959 time: 5:40:41.199500
- B/E: 58 / 149 , Gen_loss: -0.3626086 MI_loss: 22.004358 Detection error: 0.010088980197906494 time: 5:40:42.082600
- B/E: 59 / 149 , Gen_loss: -0.35207567 MI_loss: 21.383942 Detection error: 0.010109901428222656 time: 5:40:42.965699
- B/E: 60 / 149 , Gen_loss: -0.3553737 MI_loss: 21.477982 Detection error: 0.01011115312576294 time: 5:40:43.845451
- B/E: 61 / 149 , Gen_loss: -0.3497631 MI_loss: 21.266422 Detection error: 0.01011037826538086 time: 5:40:44.728008
- B/E: 62 / 149 , Gen_loss: -0.36215642 MI_loss: 21.858091 Detection error: 0.010112106800079346 time: 5:40:45.610922
- B/E: 63 / 149 , Gen_loss: -0.35048544 MI_loss: 21.330196 Detection error: 0.010111331939697266 time: 5:40:46.570028
- B/E: 64 / 149 , Gen_loss: -0.35589024 MI_loss: 21.51931 Detection error: 0.010110557079315186 time: 5:40:47.451122
- B/E: 65 / 149 , Gen_loss: -0.3627648 MI_loss: 22.042767 Detection error: 0.01011645793914795 time: 5:40:48.337099
- B/E: 66 / 149 , Gen_loss: -0.35824648 MI_loss: 21.606339 Detection error: 0.010107755661010742 time: 5:40:49.222658
- B/E: 67 / 149 , Gen_loss: -0.35228792 MI_loss: 21.337553 Detection error: 0.010105669498443604 time: 5:40:50.130150
- B/E: 68 / 149 , Gen_loss: -0.358575 MI_loss: 21.718258 Detection error: 0.010107815265655518 time: 5:40:51.007834
- B/E: 69 / 149 , Gen_loss: -0.35866994 MI_loss: 21.792185 Detection error: 0.01011204719543457 time: 5:40:51.888503
- B/E: 70 / 149 , Gen_loss: -0.35626101 MI_loss: 21.485083 Detection error: 0.010106980800628662 time: 5:40:52.770012
- B/E: 71 / 149 , Gen_loss: -0.3475538 MI_loss: 21.11217 Detection error: 0.010107219219207764 time: 5:40:53.645841
- B/E: 72 / 149 , Gen_loss: -0.35532713 MI_loss: 21.446278 Detection error: 0.010107874870300293 time: 5:40:54.528364
- B/E: 73 / 149 , Gen_loss: -0.36814544 MI_loss: 22.389326 Detection error: 0.01010429859161377 time: 5:40:55.411099
- B/E: 74 / 149 , Gen_loss: -0.36692402 MI_loss: 22.262487 Detection error: 0.01009833812713623 time: 5:40:56.303667
- B/E: 75 / 149 , Gen_loss: -0.3556845 MI_loss: 21.533157 Detection error: 0.010093331336975098 time: 5:40:57.184432
- B/E: 76 / 149 , Gen_loss: -0.35897455 MI_loss: 21.811625 Detection error: 0.01009458303451538 time: 5:40:58.085874
- B/E: 77 / 149 , Gen_loss: -0.36488715 MI_loss: 22.138407 Detection error: 0.010092973709106445 time: 5:40:58.975943
- B/E: 78 / 149 , Gen_loss: -0.35224128 MI_loss: 21.22471 Detection error: 0.01008981466293335 time: 5:40:59.859023
- B/E: 79 / 149 , Gen_loss: -0.35309267 MI_loss: 21.369549 Detection error: 0.010100364685058594 time: 5:41:00.824506
- B/E: 80 / 149 , Gen_loss: -0.35368982 MI_loss: 21.578777 Detection error: 0.010114967823028564 time: 5:41:01.704916
- B/E: 81 / 149 , Gen_loss: -0.35833213 MI_loss: 21.602623 Detection error: 0.010099470615386963 time: 5:41:02.592607
- B/E: 82 / 149 , Gen_loss: -0.35712337 MI_loss: 21.67561 Detection error: 0.010101675987243652 time: 5:41:03.478515
- B/E: 83 / 149 , Gen_loss: -0.35822943 MI_loss: 21.77271 Detection error: 0.010102331638336182 time: 5:41:04.367312
- B/E: 84 / 149 , Gen_loss: -0.3486734 MI_loss: 21.269527 Detection error: 0.010093390941619873 time: 5:41:05.215822
- B/E: 85 / 149 , Gen_loss: -0.3595687 MI_loss: 21.688992 Detection error: 0.01007777452468872 time: 5:41:05.998085
- B/E: 86 / 149 , Gen_loss: -0.36640304 MI_loss: 22.1083 Detection error: 0.01007688045501709 time: 5:41:06.778929
- B/E: 87 / 149 , Gen_loss: -0.35627556 MI_loss: 21.662151 Detection error: 0.010063588619232178 time: 5:41:07.584008
- B/E: 88 / 149 , Gen_loss: -0.3622976 MI_loss: 22.043812 Detection error: 0.010053038597106934 time: 5:41:08.379893
- B/E: 89 / 149 , Gen_loss: -0.35794848 MI_loss: 21.940378 Detection error: 0.010063886642456055 time: 5:41:09.185847
- B/E: 90 / 149 , Gen_loss: -0.34951264 MI_loss: 21.247536 Detection error: 0.010061442852020264 time: 5:41:09.984429
- B/E: 91 / 149 , Gen_loss: -0.35450783 MI_loss: 21.582787 Detection error: 0.010065555572509766 time: 5:41:10.757378
- B/E: 92 / 149 , Gen_loss: -0.3537011 MI_loss: 21.417902 Detection error: 0.01005476713180542 time: 5:41:11.611120
- B/E: 93 / 149 , Gen_loss: -0.35784617 MI_loss: 21.725925 Detection error: 0.010053515434265137 time: 5:41:12.506171
- B/E: 94 / 149 , Gen_loss: -0.35745436 MI_loss: 21.79286 Detection error: 0.010072052478790283 time: 5:41:13.391219
- B/E: 95 / 149 , Gen_loss: -0.34546494 MI_loss: 20.903334 Detection error: 0.010075211524963379 time: 5:41:14.366644
- B/E: 96 / 149 , Gen_loss: -0.35914746 MI_loss: 21.789337 Detection error: 0.010069608688354492 time: 5:41:15.246482
- B/E: 97 / 149 , Gen_loss: -0.3549882 MI_loss: 21.59285 Detection error: 0.01006251573562622 time: 5:41:16.127887
- B/E: 98 / 149 , Gen_loss: -0.34747976 MI_loss: 21.17595 Detection error: 0.010049223899841309 time: 5:41:17.008266
- B/E: 99 / 149 , Gen_loss: -0.35629925 MI_loss: 21.478622 Detection error: 0.010043442249298096 time: 5:41:17.888153
- B/E: 100 / 149 , Gen_loss: -0.36551327 MI_loss: 22.248749 Detection error: 0.010051965713500977 time: 5:41:18.686319
- B/E: 101 / 149 , Gen_loss: -0.34907785 MI_loss: 21.225424 Detection error: 0.010052680969238281 time: 5:41:19.552119
- B/E: 102 / 149 , Gen_loss: -0.35507244 MI_loss: 21.714998 Detection error: 0.010051906108856201 time: 5:41:20.430870
- B/E: 103 / 149 , Gen_loss: -0.36308107 MI_loss: 21.945 Detection error: 0.010049283504486084 time: 5:41:21.311621
- B/E: 104 / 149 , Gen_loss: -0.36026347 MI_loss: 21.814926 Detection error: 0.010051488876342773 time: 5:41:22.193743
- B/E: 105 / 149 , Gen_loss: -0.3584489 MI_loss: 21.792408 Detection error: 0.010051310062408447 time: 5:41:23.082922
- B/E: 106 / 149 , Gen_loss: -0.34593785 MI_loss: 21.01059 Detection error: 0.010055780410766602 time: 5:41:23.926262
- B/E: 107 / 149 , Gen_loss: -0.35493308 MI_loss: 21.642233 Detection error: 0.01005411148071289 time: 5:41:24.703205
- B/E: 108 / 149 , Gen_loss: -0.37026393 MI_loss: 22.423698 Detection error: 0.010054469108581543 time: 5:41:25.494470
- B/E: 109 / 149 , Gen_loss: -0.35270616 MI_loss: 21.44223 Detection error: 0.010053694248199463 time: 5:41:26.383313
- B/E: 110 / 149 , Gen_loss: -0.35334432 MI_loss: 21.174702 Detection error: 0.010043621063232422 time: 5:41:27.262916
- B/E: 111 / 149 , Gen_loss: -0.37033463 MI_loss: 22.338058 Detection error: 0.010038793087005615 time: 5:41:28.222956
- B/E: 112 / 149 , Gen_loss: -0.36925885 MI_loss: 22.399067 Detection error: 0.01004117727279663 time: 5:41:29.075874
- B/E: 113 / 149 , Gen_loss: -0.35824358 MI_loss: 21.911398 Detection error: 0.010046601295471191 time: 5:41:29.927801
- B/E: 114 / 149 , Gen_loss: -0.35094106 MI_loss: 21.50775 Detection error: 0.01004481315612793 time: 5:41:30.739593
- B/E: 115 / 149 , Gen_loss: -0.3550726 MI_loss: 21.446627 Detection error: 0.01004093885421753 time: 5:41:31.598720
- B/E: 116 / 149 , Gen_loss: -0.3635004 MI_loss: 21.910557 Detection error: 0.01003950834274292 time: 5:41:32.493485
- B/E: 117 / 149 , Gen_loss: -0.35135925 MI_loss: 21.563025 Detection error: 0.010044753551483154 time: 5:41:33.385922
- B/E: 118 / 149 , Gen_loss: -0.36345166 MI_loss: 21.912136 Detection error: 0.01003962755203247 time: 5:41:34.267905
- B/E: 119 / 149 , Gen_loss: -0.35292625 MI_loss: 21.269838 Detection error: 0.010035932064056396 time: 5:41:35.148756
- B/E: 120 / 149 , Gen_loss: -0.3388924 MI_loss: 20.670856 Detection error: 0.01003199815750122 time: 5:41:36.035236
- B/E: 121 / 149 , Gen_loss: -0.34226087 MI_loss: 20.716389 Detection error: 0.01003563404083252 time: 5:41:36.920935
- B/E: 122 / 149 , Gen_loss: -0.35861602 MI_loss: 21.756458 Detection error: 0.01003330945968628 time: 5:41:37.808174
- B/E: 123 / 149 , Gen_loss: -0.36151907 MI_loss: 21.71711 Detection error: 0.010021686553955078 time: 5:41:38.686415
- B/E: 124 / 149 , Gen_loss: -0.336324 MI_loss: 20.479061 Detection error: 0.010021984577178955 time: 5:41:39.587207
- B/E: 125 / 149 , Gen_loss: -0.36301205 MI_loss: 22.032803 Detection error: 0.010024070739746094 time: 5:41:40.468125
- B/E: 126 / 149 , Gen_loss: -0.34707513 MI_loss: 21.199574 Detection error: 0.010034441947937012 time: 5:41:41.274508
- B/E: 127 / 149 , Gen_loss: -0.35715672 MI_loss: 21.621347 Detection error: 0.010030508041381836 time: 5:41:42.169312
- B/E: 128 / 149 , Gen_loss: -0.36078227 MI_loss: 21.925373 Detection error: 0.01003730297088623 time: 5:41:42.996777
- B/E: 129 / 149 , Gen_loss: -0.36632556 MI_loss: 22.30714 Detection error: 0.01004713773727417 time: 5:41:43.855766
- B/E: 130 / 149 , Gen_loss: -0.3640498 MI_loss: 22.099695 Detection error: 0.010046303272247314 time: 5:41:44.736578
- B/E: 131 / 149 , Gen_loss: -0.3525469 MI_loss: 21.410671 Detection error: 0.010058224201202393 time: 5:41:45.645612
- B/E: 132 / 149 , Gen_loss: -0.35976213 MI_loss: 21.729279 Detection error: 0.010052382946014404 time: 5:41:46.455431
- B/E: 133 / 149 , Gen_loss: -0.34642762 MI_loss: 20.89593 Detection error: 0.010054826736450195 time: 5:41:47.228467
- B/E: 134 / 149 , Gen_loss: -0.3561623 MI_loss: 21.59541 Detection error: 0.010059237480163574 time: 5:41:48.112597
- B/E: 135 / 149 , Gen_loss: -0.35802218 MI_loss: 21.732351 Detection error: 0.010062932968139648 time: 5:41:49.015649
- B/E: 136 / 149 , Gen_loss: -0.34782535 MI_loss: 21.16961 Detection error: 0.010064780712127686 time: 5:41:49.903523
- B/E: 137 / 149 , Gen_loss: -0.34449607 MI_loss: 20.953999 Detection error: 0.010067284107208252 time: 5:41:50.784489
- B/E: 138 / 149 , Gen_loss: -0.36494914 MI_loss: 22.035496 Detection error: 0.010069668292999268 time: 5:41:51.660281
- B/E: 139 / 149 , Gen_loss: -0.35999262 MI_loss: 21.77554 Detection error: 0.010071873664855957 time: 5:41:52.559157
- B/E: 140 / 149 , Gen_loss: -0.35475534 MI_loss: 21.567047 Detection error: 0.01007312536239624 time: 5:41:53.440658
- B/E: 141 / 149 , Gen_loss: -0.3530372 MI_loss: 21.362192 Detection error: 0.010069310665130615 time: 5:41:54.323658
- B/E: 142 / 149 , Gen_loss: -0.35335898 MI_loss: 21.492043 Detection error: 0.010069489479064941 time: 5:41:55.200475
- B/E: 143 / 149 , Gen_loss: -0.36486503 MI_loss: 22.001339 Detection error: 0.01006859540939331 time: 5:41:56.178869
- B/E: 144 / 149 , Gen_loss: -0.35567135 MI_loss: 21.591942 Detection error: 0.010080814361572266 time: 5:41:57.067737
- B/E: 145 / 149 , Gen_loss: -0.36353174 MI_loss: 22.013342 Detection error: 0.0100860595703125 time: 5:41:57.995449
- B/E: 146 / 149 , Gen_loss: -0.3701915 MI_loss: 22.48869 Detection error: 0.010088205337524414 time: 5:41:58.877413
- B/E: 147 / 149 , Gen_loss: -0.36658287 MI_loss: 22.225325 Detection error: 0.010092496871948242 time: 5:41:59.763403
- B/E: 148 / 149 , Gen_loss: -0.36306337 MI_loss: 21.959106 Detection error: 0.010091006755828857 time: 5:42:00.643454
- B/E: 149 / 149 , Gen_loss: -0.35402215 MI_loss: 21.599834 Detection error: 0.010098755359649658 time: 5:42:01.523386
-
- Test Loss: 10.30997 Test Error: 0.010816693305969238
- -----
- EPOCH: 150
- B/E: 0 / 150 , Gen_loss: -0.35764667 MI_loss: 21.578955 Detection error: 0.010656237602233887 time: 5:42:03.497389
- B/E: 1 / 150 , Gen_loss: -0.34066826 MI_loss: 20.806152 Detection error: 0.01051563024520874 time: 5:42:23.187561
- B/E: 2 / 150 , Gen_loss: -0.36089572 MI_loss: 21.819624 Detection error: 0.010145843029022217 time: 5:42:24.099682
- B/E: 3 / 150 , Gen_loss: -0.3660825 MI_loss: 22.105598 Detection error: 0.01006251573562622 time: 5:42:24.918507
- B/E: 4 / 150 , Gen_loss: -0.3668267 MI_loss: 22.149979 Detection error: 0.0099562406539917 time: 5:42:25.717681
- B/E: 5 / 150 , Gen_loss: -0.35798803 MI_loss: 21.777243 Detection error: 0.01006251573562622 time: 5:42:26.568414
- B/E: 6 / 150 , Gen_loss: -0.35889667 MI_loss: 21.717234 Detection error: 0.010102689266204834 time: 5:42:27.359297
- B/E: 7 / 150 , Gen_loss: -0.3557655 MI_loss: 21.672176 Detection error: 0.01012498140335083 time: 5:42:28.132570
- B/E: 8 / 150 , Gen_loss: -0.35760534 MI_loss: 21.55578 Detection error: 0.010048627853393555 time: 5:42:28.911284
- B/E: 9 / 150 , Gen_loss: -0.36385968 MI_loss: 22.171083 Detection error: 0.010018765926361084 time: 5:42:29.681324
- B/E: 10 / 150 , Gen_loss: -0.3602841 MI_loss: 21.91583 Detection error: 0.010059654712677002 time: 5:42:30.531938
- B/E: 11 / 150 , Gen_loss: -0.35863915 MI_loss: 21.726078 Detection error: 0.010098934173583984 time: 5:42:31.434389
- B/E: 12 / 150 , Gen_loss: -0.3527964 MI_loss: 21.393322 Detection error: 0.01015383005142212 time: 5:42:32.315890
- B/E: 13 / 150 , Gen_loss: -0.36195135 MI_loss: 21.819422 Detection error: 0.010187506675720215 time: 5:42:33.155309
- B/E: 14 / 150 , Gen_loss: -0.36522603 MI_loss: 22.101381 Detection error: 0.010147929191589355 time: 5:42:34.060670
- B/E: 15 / 150 , Gen_loss: -0.35327387 MI_loss: 21.296844 Detection error: 0.010132789611816406 time: 5:42:34.945222
- B/E: 16 / 150 , Gen_loss: -0.34956816 MI_loss: 21.126581 Detection error: 0.010095596313476562 time: 5:42:35.825931
- B/E: 17 / 150 , Gen_loss: -0.3593197 MI_loss: 21.722466 Detection error: 0.010118067264556885 time: 5:42:36.707825
- B/E: 18 / 150 , Gen_loss: -0.3555028 MI_loss: 21.539406 Detection error: 0.010047674179077148 time: 5:42:37.594487
- B/E: 19 / 150 , Gen_loss: -0.35048223 MI_loss: 21.362686 Detection error: 0.010079681873321533 time: 5:42:38.479843
- B/E: 20 / 150 , Gen_loss: -0.3447165 MI_loss: 20.911219 Detection error: 0.010069966316223145 time: 5:42:39.454519
- B/E: 21 / 150 , Gen_loss: -0.3509292 MI_loss: 21.410439 Detection error: 0.010066747665405273 time: 5:42:40.334247
- B/E: 22 / 150 , Gen_loss: -0.372303 MI_loss: 22.57889 Detection error: 0.010058403015136719 time: 5:42:41.230330
- B/E: 23 / 150 , Gen_loss: -0.35708523 MI_loss: 21.648561 Detection error: 0.01004558801651001 time: 5:42:42.112435
- B/E: 24 / 150 , Gen_loss: -0.34819207 MI_loss: 21.223612 Detection error: 0.010046243667602539 time: 5:42:42.994424
- B/E: 25 / 150 , Gen_loss: -0.35419244 MI_loss: 21.447714 Detection error: 0.010069727897644043 time: 5:42:43.871679
- B/E: 26 / 150 , Gen_loss: -0.36001003 MI_loss: 21.87547 Detection error: 0.010137736797332764 time: 5:42:44.757315
- B/E: 27 / 150 , Gen_loss: -0.3640781 MI_loss: 22.302315 Detection error: 0.010149538516998291 time: 5:42:45.638949
- B/E: 28 / 150 , Gen_loss: -0.3603612 MI_loss: 21.835764 Detection error: 0.01013040542602539 time: 5:42:46.465548
- B/E: 29 / 150 , Gen_loss: -0.36239946 MI_loss: 21.932594 Detection error: 0.01016455888748169 time: 5:42:47.345881
- B/E: 30 / 150 , Gen_loss: -0.35436064 MI_loss: 21.428642 Detection error: 0.010133087635040283 time: 5:42:48.219461
- B/E: 31 / 150 , Gen_loss: -0.3664807 MI_loss: 21.988462 Detection error: 0.010105490684509277 time: 5:42:49.105460
- B/E: 32 / 150 , Gen_loss: -0.35556883 MI_loss: 21.685518 Detection error: 0.010101318359375 time: 5:42:49.985951
- B/E: 33 / 150 , Gen_loss: -0.35300332 MI_loss: 21.313845 Detection error: 0.010074436664581299 time: 5:42:50.867863
- B/E: 34 / 150 , Gen_loss: -0.35335407 MI_loss: 21.376556 Detection error: 0.010086596012115479 time: 5:42:51.751431
- B/E: 35 / 150 , Gen_loss: -0.35303563 MI_loss: 21.445492 Detection error: 0.010078132152557373 time: 5:42:52.630131
- B/E: 36 / 150 , Gen_loss: -0.35449922 MI_loss: 21.429344 Detection error: 0.010074317455291748 time: 5:42:53.585231
- B/E: 37 / 150 , Gen_loss: -0.35399395 MI_loss: 21.356495 Detection error: 0.01007157564163208 time: 5:42:54.471520
- B/E: 38 / 150 , Gen_loss: -0.35752454 MI_loss: 21.854633 Detection error: 0.010100960731506348 time: 5:42:55.354436
- B/E: 39 / 150 , Gen_loss: -0.35314006 MI_loss: 21.228258 Detection error: 0.010077357292175293 time: 5:42:56.231696
- B/E: 40 / 150 , Gen_loss: -0.35977462 MI_loss: 21.772615 Detection error: 0.01007699966430664 time: 5:42:57.115416
- B/E: 41 / 150 , Gen_loss: -0.35008708 MI_loss: 21.069466 Detection error: 0.01007068157196045 time: 5:42:58.001151
- B/E: 42 / 150 , Gen_loss: -0.34923646 MI_loss: 21.154137 Detection error: 0.010069787502288818 time: 5:42:58.882158
- B/E: 43 / 150 , Gen_loss: -0.35783523 MI_loss: 21.670256 Detection error: 0.01007455587387085 time: 5:42:59.762691
- B/E: 44 / 150 , Gen_loss: -0.36416402 MI_loss: 22.100168 Detection error: 0.010068058967590332 time: 5:43:00.652002
- B/E: 45 / 150 , Gen_loss: -0.3663261 MI_loss: 22.262135 Detection error: 0.010088980197906494 time: 5:43:01.538310
- B/E: 46 / 150 , Gen_loss: -0.35562098 MI_loss: 21.461123 Detection error: 0.010089099407196045 time: 5:43:02.385284
- B/E: 47 / 150 , Gen_loss: -0.3508588 MI_loss: 21.280779 Detection error: 0.01008075475692749 time: 5:43:03.217653
- B/E: 48 / 150 , Gen_loss: -0.35617647 MI_loss: 21.661278 Detection error: 0.010098874568939209 time: 5:43:04.093347
- B/E: 49 / 150 , Gen_loss: -0.35289606 MI_loss: 21.47232 Detection error: 0.010108768939971924 time: 5:43:04.970861
- B/E: 50 / 150 , Gen_loss: -0.358696 MI_loss: 21.7703 Detection error: 0.010117053985595703 time: 5:43:05.856128
- B/E: 51 / 150 , Gen_loss: -0.36870664 MI_loss: 22.41223 Detection error: 0.010114192962646484 time: 5:43:06.736974
- B/E: 52 / 150 , Gen_loss: -0.3622874 MI_loss: 21.979736 Detection error: 0.010113775730133057 time: 5:43:07.717991
- B/E: 53 / 150 , Gen_loss: -0.3607676 MI_loss: 21.821281 Detection error: 0.010119199752807617 time: 5:43:08.607591
- B/E: 54 / 150 , Gen_loss: -0.34775943 MI_loss: 21.128874 Detection error: 0.010125577449798584 time: 5:43:09.468342
- B/E: 55 / 150 , Gen_loss: -0.35634732 MI_loss: 21.648865 Detection error: 0.010099351406097412 time: 5:43:10.347322
- B/E: 56 / 150 , Gen_loss: -0.3639943 MI_loss: 22.214914 Detection error: 0.010087728500366211 time: 5:43:11.245893
- B/E: 57 / 150 , Gen_loss: -0.35834005 MI_loss: 21.883831 Detection error: 0.010087847709655762 time: 5:43:12.130346
- B/E: 58 / 150 , Gen_loss: -0.35353082 MI_loss: 21.55978 Detection error: 0.010078907012939453 time: 5:43:12.947114
- B/E: 59 / 150 , Gen_loss: -0.35172978 MI_loss: 21.272732 Detection error: 0.010103106498718262 time: 5:43:13.826046
- B/E: 60 / 150 , Gen_loss: -0.36188966 MI_loss: 21.85852 Detection error: 0.010091722011566162 time: 5:43:14.646451
- B/E: 61 / 150 , Gen_loss: -0.3566987 MI_loss: 21.752167 Detection error: 0.010099291801452637 time: 5:43:15.437542
- B/E: 62 / 150 , Gen_loss: -0.35873425 MI_loss: 21.689817 Detection error: 0.01009821891784668 time: 5:43:16.198996
- B/E: 63 / 150 , Gen_loss: -0.34927827 MI_loss: 21.362408 Detection error: 0.01009666919708252 time: 5:43:16.953731
- B/E: 64 / 150 , Gen_loss: -0.364502 MI_loss: 22.055502 Detection error: 0.010093748569488525 time: 5:43:17.728740
- B/E: 65 / 150 , Gen_loss: -0.35852438 MI_loss: 21.694332 Detection error: 0.010090410709381104 time: 5:43:18.502734
- B/E: 66 / 150 , Gen_loss: -0.358647 MI_loss: 21.70029 Detection error: 0.010090470314025879 time: 5:43:19.256717
- B/E: 67 / 150 , Gen_loss: -0.370634 MI_loss: 22.543615 Detection error: 0.01008683443069458 time: 5:43:20.016388
- B/E: 68 / 150 , Gen_loss: -0.35164043 MI_loss: 21.135624 Detection error: 0.010082900524139404 time: 5:43:20.891755
- B/E: 69 / 150 , Gen_loss: -0.35733888 MI_loss: 21.559633 Detection error: 0.010097742080688477 time: 5:43:21.691812
- B/E: 70 / 150 , Gen_loss: -0.35649836 MI_loss: 21.606855 Detection error: 0.010086238384246826 time: 5:43:22.470597
- B/E: 71 / 150 , Gen_loss: -0.3485407 MI_loss: 21.217857 Detection error: 0.010097205638885498 time: 5:43:23.278160
- B/E: 72 / 150 , Gen_loss: -0.35444868 MI_loss: 21.379967 Detection error: 0.01009291410446167 time: 5:43:24.056599
- B/E: 73 / 150 , Gen_loss: -0.35827506 MI_loss: 21.67381 Detection error: 0.010093331336975098 time: 5:43:24.834495
- B/E: 74 / 150 , Gen_loss: -0.35843867 MI_loss: 21.849337 Detection error: 0.010092496871948242 time: 5:43:25.633130
- B/E: 75 / 150 , Gen_loss: -0.34352356 MI_loss: 20.816708 Detection error: 0.010085105895996094 time: 5:43:26.500945
- B/E: 76 / 150 , Gen_loss: -0.35276148 MI_loss: 21.300606 Detection error: 0.01008683443069458 time: 5:43:27.366532
- B/E: 77 / 150 , Gen_loss: -0.36718458 MI_loss: 22.23184 Detection error: 0.010081350803375244 time: 5:43:28.236956
- B/E: 78 / 150 , Gen_loss: -0.3658789 MI_loss: 22.108217 Detection error: 0.010075926780700684 time: 5:43:29.106746
- B/E: 79 / 150 , Gen_loss: -0.364433 MI_loss: 22.071434 Detection error: 0.010085523128509521 time: 5:43:29.975536
- B/E: 80 / 150 , Gen_loss: -0.35269275 MI_loss: 21.445202 Detection error: 0.010098755359649658 time: 5:43:30.847691
- B/E: 81 / 150 , Gen_loss: -0.35541818 MI_loss: 21.455976 Detection error: 0.0100899338722229 time: 5:43:31.728151
- B/E: 82 / 150 , Gen_loss: -0.3513604 MI_loss: 21.334995 Detection error: 0.010083556175231934 time: 5:43:32.595704
- B/E: 83 / 150 , Gen_loss: -0.35693115 MI_loss: 21.69751 Detection error: 0.010086655616760254 time: 5:43:33.463901
- B/E: 84 / 150 , Gen_loss: -0.35913283 MI_loss: 21.757706 Detection error: 0.0100783109664917 time: 5:43:34.384246
- B/E: 85 / 150 , Gen_loss: -0.36004764 MI_loss: 21.725307 Detection error: 0.010059237480163574 time: 5:43:35.144940
- B/E: 86 / 150 , Gen_loss: -0.3544454 MI_loss: 21.56699 Detection error: 0.010059654712677002 time: 5:43:35.924717
- B/E: 87 / 150 , Gen_loss: -0.35491434 MI_loss: 21.519373 Detection error: 0.01004403829574585 time: 5:43:36.704505
- B/E: 88 / 150 , Gen_loss: -0.35922322 MI_loss: 21.732267 Detection error: 0.010033726692199707 time: 5:43:37.464104
- B/E: 89 / 150 , Gen_loss: -0.34678027 MI_loss: 21.248188 Detection error: 0.010043740272521973 time: 5:43:38.262940
- B/E: 90 / 150 , Gen_loss: -0.35984695 MI_loss: 21.735464 Detection error: 0.010042250156402588 time: 5:43:39.082909
- B/E: 91 / 150 , Gen_loss: -0.3637563 MI_loss: 22.063137 Detection error: 0.010046899318695068 time: 5:43:39.841310
- B/E: 92 / 150 , Gen_loss: -0.3622233 MI_loss: 21.88498 Detection error: 0.010040342807769775 time: 5:43:40.610746
- B/E: 93 / 150 , Gen_loss: -0.35838178 MI_loss: 21.661375 Detection error: 0.010038554668426514 time: 5:43:41.394911
- B/E: 94 / 150 , Gen_loss: -0.3584545 MI_loss: 21.857563 Detection error: 0.010053277015686035 time: 5:43:42.175242
- B/E: 95 / 150 , Gen_loss: -0.36282495 MI_loss: 22.08992 Detection error: 0.010057270526885986 time: 5:43:42.992676
- B/E: 96 / 150 , Gen_loss: -0.36198008 MI_loss: 21.963726 Detection error: 0.010052502155303955 time: 5:43:43.856713
- B/E: 97 / 150 , Gen_loss: -0.35842758 MI_loss: 21.666016 Detection error: 0.010044336318969727 time: 5:43:44.725770
- B/E: 98 / 150 , Gen_loss: -0.35006672 MI_loss: 21.041754 Detection error: 0.010035336017608643 time: 5:43:45.591521
- B/E: 99 / 150 , Gen_loss: -0.3624996 MI_loss: 21.993795 Detection error: 0.010034680366516113 time: 5:43:46.458550
- B/E: 100 / 150 , Gen_loss: -0.35532135 MI_loss: 21.446941 Detection error: 0.010033726692199707 time: 5:43:47.416933
- B/E: 101 / 150 , Gen_loss: -0.3636366 MI_loss: 22.17672 Detection error: 0.010036170482635498 time: 5:43:48.296936
- B/E: 102 / 150 , Gen_loss: -0.35348552 MI_loss: 21.466877 Detection error: 0.010033965110778809 time: 5:43:49.164064
- B/E: 103 / 150 , Gen_loss: -0.36193776 MI_loss: 21.980669 Detection error: 0.010034561157226562 time: 5:43:50.030910
- B/E: 104 / 150 , Gen_loss: -0.3550403 MI_loss: 21.47114 Detection error: 0.010035097599029541 time: 5:43:50.848821
- B/E: 105 / 150 , Gen_loss: -0.35591415 MI_loss: 21.565577 Detection error: 0.010030984878540039 time: 5:43:51.612705
- B/E: 106 / 150 , Gen_loss: -0.35766956 MI_loss: 21.786055 Detection error: 0.010035037994384766 time: 5:43:52.422936
- B/E: 107 / 150 , Gen_loss: -0.36154202 MI_loss: 21.91755 Detection error: 0.010031819343566895 time: 5:43:53.280172
- B/E: 108 / 150 , Gen_loss: -0.3599519 MI_loss: 21.940647 Detection error: 0.010034680366516113 time: 5:43:54.190357
- B/E: 109 / 150 , Gen_loss: -0.36117205 MI_loss: 21.707603 Detection error: 0.010030686855316162 time: 5:43:55.061076
- B/E: 110 / 150 , Gen_loss: -0.36341637 MI_loss: 21.96804 Detection error: 0.01002591848373413 time: 5:43:55.922225
- B/E: 111 / 150 , Gen_loss: -0.35589924 MI_loss: 21.518799 Detection error: 0.01002568006515503 time: 5:43:56.805207
- B/E: 112 / 150 , Gen_loss: -0.36639434 MI_loss: 22.163692 Detection error: 0.010023236274719238 time: 5:43:57.686495
- B/E: 113 / 150 , Gen_loss: -0.35420775 MI_loss: 21.798037 Detection error: 0.01002877950668335 time: 5:43:58.577886
- B/E: 114 / 150 , Gen_loss: -0.35479763 MI_loss: 21.446432 Detection error: 0.010028541088104248 time: 5:43:59.469214
- B/E: 115 / 150 , Gen_loss: -0.35814902 MI_loss: 21.56139 Detection error: 0.010023415088653564 time: 5:44:00.363745
- B/E: 116 / 150 , Gen_loss: -0.35741603 MI_loss: 21.556929 Detection error: 0.01002269983291626 time: 5:44:01.355531
- B/E: 117 / 150 , Gen_loss: -0.3550337 MI_loss: 21.680729 Detection error: 0.010027289390563965 time: 5:44:02.253837
- B/E: 118 / 150 , Gen_loss: -0.35225827 MI_loss: 21.301361 Detection error: 0.010027587413787842 time: 5:44:03.151110
- B/E: 119 / 150 , Gen_loss: -0.35159886 MI_loss: 21.345255 Detection error: 0.010022938251495361 time: 5:44:03.977967
- B/E: 120 / 150 , Gen_loss: -0.35297588 MI_loss: 21.450542 Detection error: 0.010019361972808838 time: 5:44:04.785987
- B/E: 121 / 150 , Gen_loss: -0.3587818 MI_loss: 21.885279 Detection error: 0.010024070739746094 time: 5:44:05.587786
- B/E: 122 / 150 , Gen_loss: -0.36618155 MI_loss: 22.141514 Detection error: 0.010020852088928223 time: 5:44:06.472983
- B/E: 123 / 150 , Gen_loss: -0.34835738 MI_loss: 21.22562 Detection error: 0.010013103485107422 time: 5:44:07.364342
- B/E: 124 / 150 , Gen_loss: -0.35998908 MI_loss: 21.743473 Detection error: 0.010011494159698486 time: 5:44:08.260564
- B/E: 125 / 150 , Gen_loss: -0.35157636 MI_loss: 21.317575 Detection error: 0.010012924671173096 time: 5:44:09.154445
- B/E: 126 / 150 , Gen_loss: -0.36090037 MI_loss: 21.954552 Detection error: 0.010023891925811768 time: 5:44:10.049107
- B/E: 127 / 150 , Gen_loss: -0.35129267 MI_loss: 21.393156 Detection error: 0.010023653507232666 time: 5:44:10.945330
- B/E: 128 / 150 , Gen_loss: -0.3580985 MI_loss: 21.682226 Detection error: 0.01002812385559082 time: 5:44:11.839008
- B/E: 129 / 150 , Gen_loss: -0.35119572 MI_loss: 21.381512 Detection error: 0.010034382343292236 time: 5:44:12.731247
- B/E: 130 / 150 , Gen_loss: -0.35434616 MI_loss: 21.391447 Detection error: 0.010041296482086182 time: 5:44:13.623755
- B/E: 131 / 150 , Gen_loss: -0.3712801 MI_loss: 22.379633 Detection error: 0.010042130947113037 time: 5:44:14.522000
- B/E: 132 / 150 , Gen_loss: -0.36602694 MI_loss: 22.02915 Detection error: 0.010039687156677246 time: 5:44:15.500683
- B/E: 133 / 150 , Gen_loss: -0.36344498 MI_loss: 22.01187 Detection error: 0.010048508644104004 time: 5:44:16.394180
- B/E: 134 / 150 , Gen_loss: -0.35943648 MI_loss: 22.005795 Detection error: 0.010051608085632324 time: 5:44:17.290727
- B/E: 135 / 150 , Gen_loss: -0.36146268 MI_loss: 21.836288 Detection error: 0.010052859783172607 time: 5:44:18.191150
- B/E: 136 / 150 , Gen_loss: -0.35947347 MI_loss: 21.847527 Detection error: 0.010050415992736816 time: 5:44:19.089665
- B/E: 137 / 150 , Gen_loss: -0.36307445 MI_loss: 22.044388 Detection error: 0.010055959224700928 time: 5:44:19.981995
- B/E: 138 / 150 , Gen_loss: -0.35728252 MI_loss: 21.791512 Detection error: 0.010060250759124756 time: 5:44:20.880534
- B/E: 139 / 150 , Gen_loss: -0.36114886 MI_loss: 21.944622 Detection error: 0.010063409805297852 time: 5:44:21.773568
- B/E: 140 / 150 , Gen_loss: -0.357707 MI_loss: 21.880268 Detection error: 0.010065138339996338 time: 5:44:22.671361
- B/E: 141 / 150 , Gen_loss: -0.35611495 MI_loss: 21.557234 Detection error: 0.010064482688903809 time: 5:44:23.567796
- B/E: 142 / 150 , Gen_loss: -0.35531276 MI_loss: 21.584755 Detection error: 0.010061383247375488 time: 5:44:24.468377
- B/E: 143 / 150 , Gen_loss: -0.36233014 MI_loss: 22.152802 Detection error: 0.010059654712677002 time: 5:44:25.360609
- B/E: 144 / 150 , Gen_loss: -0.3616568 MI_loss: 21.816437 Detection error: 0.010070264339447021 time: 5:44:26.259042
- B/E: 145 / 150 , Gen_loss: -0.36067125 MI_loss: 21.856464 Detection error: 0.010073423385620117 time: 5:44:27.155752
- B/E: 146 / 150 , Gen_loss: -0.35573378 MI_loss: 21.416328 Detection error: 0.010075032711029053 time: 5:44:28.060664
- B/E: 147 / 150 , Gen_loss: -0.35505018 MI_loss: 21.620304 Detection error: 0.01008063554763794 time: 5:44:28.955322
- B/E: 148 / 150 , Gen_loss: -0.36760283 MI_loss: 22.3797 Detection error: 0.010079920291900635 time: 5:44:29.925305
- B/E: 149 / 150 , Gen_loss: -0.3618496 MI_loss: 21.999643 Detection error: 0.010087311267852783 time: 5:44:30.849377
-
- Test Loss: 10.303403 Test Error: 0.010791659355163574
- -----
- EPOCH: 151
- B/E: 0 / 151 , Gen_loss: -0.3623398 MI_loss: 21.917603 Detection error: 0.010718762874603271 time: 5:44:32.813530
- B/E: 1 / 151 , Gen_loss: -0.34495062 MI_loss: 20.840115 Detection error: 0.010734379291534424 time: 5:44:52.342952
- B/E: 2 / 151 , Gen_loss: -0.35239953 MI_loss: 21.21263 Detection error: 0.010208308696746826 time: 5:44:53.238199
- B/E: 3 / 151 , Gen_loss: -0.36241597 MI_loss: 22.113432 Detection error: 0.010117173194885254 time: 5:44:54.120710
- B/E: 4 / 151 , Gen_loss: -0.3508776 MI_loss: 21.095728 Detection error: 0.010093748569488525 time: 5:44:54.992366
- B/E: 5 / 151 , Gen_loss: -0.35509038 MI_loss: 21.696922 Detection error: 0.010130226612091064 time: 5:44:55.865489
- B/E: 6 / 151 , Gen_loss: -0.35463384 MI_loss: 21.707817 Detection error: 0.010133922100067139 time: 5:44:56.734507
- B/E: 7 / 151 , Gen_loss: -0.3575379 MI_loss: 21.677998 Detection error: 0.010199189186096191 time: 5:44:57.603742
- B/E: 8 / 151 , Gen_loss: -0.35891113 MI_loss: 21.713617 Detection error: 0.01008683443069458 time: 5:44:58.473092
- B/E: 9 / 151 , Gen_loss: -0.3646178 MI_loss: 22.174316 Detection error: 0.010065615177154541 time: 5:44:59.346022
- B/E: 10 / 151 , Gen_loss: -0.36361837 MI_loss: 22.092186 Detection error: 0.010079562664031982 time: 5:45:00.221644
- B/E: 11 / 151 , Gen_loss: -0.35261437 MI_loss: 21.312536 Detection error: 0.010114610195159912 time: 5:45:01.053845
- B/E: 12 / 151 , Gen_loss: -0.3594613 MI_loss: 21.805746 Detection error: 0.010230779647827148 time: 5:45:01.928659
- B/E: 13 / 151 , Gen_loss: -0.3658677 MI_loss: 22.139864 Detection error: 0.010209798812866211 time: 5:45:02.822611
- B/E: 14 / 151 , Gen_loss: -0.3680104 MI_loss: 22.146906 Detection error: 0.010158360004425049 time: 5:45:03.606767
- B/E: 15 / 151 , Gen_loss: -0.3412747 MI_loss: 20.730223 Detection error: 0.01015627384185791 time: 5:45:04.486708
- B/E: 16 / 151 , Gen_loss: -0.3613191 MI_loss: 21.94678 Detection error: 0.010136008262634277 time: 5:45:05.377893
- B/E: 17 / 151 , Gen_loss: -0.34942248 MI_loss: 21.034569 Detection error: 0.010123252868652344 time: 5:45:06.207044
- B/E: 18 / 151 , Gen_loss: -0.34434858 MI_loss: 20.811104 Detection error: 0.010064125061035156 time: 5:45:06.988155
- B/E: 19 / 151 , Gen_loss: -0.3470494 MI_loss: 21.095675 Detection error: 0.010054707527160645 time: 5:45:07.872811
- B/E: 20 / 151 , Gen_loss: -0.3620643 MI_loss: 21.866146 Detection error: 0.010081827640533447 time: 5:45:08.700710
- B/E: 21 / 151 , Gen_loss: -0.35279232 MI_loss: 21.506348 Detection error: 0.010069608688354492 time: 5:45:09.524489
- B/E: 22 / 151 , Gen_loss: -0.35870627 MI_loss: 21.838982 Detection error: 0.010074734687805176 time: 5:45:10.390234
- B/E: 23 / 151 , Gen_loss: -0.3611139 MI_loss: 21.6634 Detection error: 0.010066390037536621 time: 5:45:11.324793
- B/E: 24 / 151 , Gen_loss: -0.34931502 MI_loss: 21.01551 Detection error: 0.010073721408843994 time: 5:45:12.178206
- B/E: 25 / 151 , Gen_loss: -0.3526189 MI_loss: 21.230566 Detection error: 0.010075747966766357 time: 5:45:13.172096
- B/E: 26 / 151 , Gen_loss: -0.3511286 MI_loss: 21.449223 Detection error: 0.010140061378479004 time: 5:45:14.072516
- B/E: 27 / 151 , Gen_loss: -0.3636455 MI_loss: 22.109337 Detection error: 0.010130584239959717 time: 5:45:14.956364
- B/E: 28 / 151 , Gen_loss: -0.35786667 MI_loss: 21.708881 Detection error: 0.01015406847000122 time: 5:45:15.832629
- B/E: 29 / 151 , Gen_loss: -0.35782245 MI_loss: 21.786983 Detection error: 0.010183334350585938 time: 5:45:16.720763
- B/E: 30 / 151 , Gen_loss: -0.34670606 MI_loss: 21.097506 Detection error: 0.010149180889129639 time: 5:45:17.601104
- B/E: 31 / 151 , Gen_loss: -0.34844148 MI_loss: 21.122786 Detection error: 0.0101318359375 time: 5:45:18.477654
- B/E: 32 / 151 , Gen_loss: -0.36568767 MI_loss: 22.097069 Detection error: 0.010133504867553711 time: 5:45:19.359472
- B/E: 33 / 151 , Gen_loss: -0.36572704 MI_loss: 22.01661 Detection error: 0.010118544101715088 time: 5:45:20.243939
- B/E: 34 / 151 , Gen_loss: -0.34849015 MI_loss: 21.253353 Detection error: 0.010122299194335938 time: 5:45:21.126432
- B/E: 35 / 151 , Gen_loss: -0.35616416 MI_loss: 21.600584 Detection error: 0.01011282205581665 time: 5:45:22.006866
- B/E: 36 / 151 , Gen_loss: -0.35713288 MI_loss: 21.74853 Detection error: 0.010108113288879395 time: 5:45:22.892478
- B/E: 37 / 151 , Gen_loss: -0.36812168 MI_loss: 22.382887 Detection error: 0.010111868381500244 time: 5:45:23.774468
- B/E: 38 / 151 , Gen_loss: -0.35509375 MI_loss: 21.49831 Detection error: 0.010125815868377686 time: 5:45:24.657343
- B/E: 39 / 151 , Gen_loss: -0.35999182 MI_loss: 21.778395 Detection error: 0.010111689567565918 time: 5:45:25.537176
- B/E: 40 / 151 , Gen_loss: -0.36305 MI_loss: 22.09737 Detection error: 0.01011735200881958 time: 5:45:26.426627
- B/E: 41 / 151 , Gen_loss: -0.36309078 MI_loss: 21.842583 Detection error: 0.010105669498443604 time: 5:45:27.385907
- B/E: 42 / 151 , Gen_loss: -0.35721514 MI_loss: 21.680935 Detection error: 0.010084331035614014 time: 5:45:28.269726
- B/E: 43 / 151 , Gen_loss: -0.35731938 MI_loss: 21.467495 Detection error: 0.010093748569488525 time: 5:45:29.074341
- B/E: 44 / 151 , Gen_loss: -0.3667669 MI_loss: 22.28463 Detection error: 0.010111808776855469 time: 5:45:29.844211
- B/E: 45 / 151 , Gen_loss: -0.35778 MI_loss: 21.58105 Detection error: 0.010110080242156982 time: 5:45:30.610413
- B/E: 46 / 151 , Gen_loss: -0.3557084 MI_loss: 21.60354 Detection error: 0.01012563705444336 time: 5:45:31.476473
- B/E: 47 / 151 , Gen_loss: -0.3650564 MI_loss: 21.901531 Detection error: 0.0101204514503479 time: 5:45:32.363530
- B/E: 48 / 151 , Gen_loss: -0.35577247 MI_loss: 21.523766 Detection error: 0.010135829448699951 time: 5:45:33.248634
- B/E: 49 / 151 , Gen_loss: -0.3630125 MI_loss: 22.119493 Detection error: 0.010146856307983398 time: 5:45:34.136641
- B/E: 50 / 151 , Gen_loss: -0.35226405 MI_loss: 21.291002 Detection error: 0.01015317440032959 time: 5:45:35.018716
- B/E: 51 / 151 , Gen_loss: -0.34998956 MI_loss: 21.308414 Detection error: 0.010154426097869873 time: 5:45:35.905295
- B/E: 52 / 151 , Gen_loss: -0.36494142 MI_loss: 22.021177 Detection error: 0.010142683982849121 time: 5:45:36.784454
- B/E: 53 / 151 , Gen_loss: -0.36247477 MI_loss: 22.047009 Detection error: 0.010156810283660889 time: 5:45:37.682151
- B/E: 54 / 151 , Gen_loss: -0.34954447 MI_loss: 21.13159 Detection error: 0.010153412818908691 time: 5:45:38.562439
- B/E: 55 / 151 , Gen_loss: -0.35988444 MI_loss: 21.761509 Detection error: 0.010140061378479004 time: 5:45:39.446461
- B/E: 56 / 151 , Gen_loss: -0.36326173 MI_loss: 22.09679 Detection error: 0.010123372077941895 time: 5:45:40.322671
- B/E: 57 / 151 , Gen_loss: -0.352747 MI_loss: 21.293594 Detection error: 0.010115861892700195 time: 5:45:41.289466
- B/E: 58 / 151 , Gen_loss: -0.3599372 MI_loss: 21.870483 Detection error: 0.010115981101989746 time: 5:45:42.089037
- B/E: 59 / 151 , Gen_loss: -0.35976666 MI_loss: 21.824503 Detection error: 0.010129153728485107 time: 5:45:42.962513
- B/E: 60 / 151 , Gen_loss: -0.3587866 MI_loss: 21.719395 Detection error: 0.010123968124389648 time: 5:45:43.837146
- B/E: 61 / 151 , Gen_loss: -0.35408232 MI_loss: 21.545977 Detection error: 0.010138630867004395 time: 5:45:44.716695
- B/E: 62 / 151 , Gen_loss: -0.36779484 MI_loss: 22.195154 Detection error: 0.010133445262908936 time: 5:45:45.608277
- B/E: 63 / 151 , Gen_loss: -0.35499415 MI_loss: 21.665075 Detection error: 0.01013869047164917 time: 5:45:46.493559
- B/E: 64 / 151 , Gen_loss: -0.3599867 MI_loss: 21.7947 Detection error: 0.01013171672821045 time: 5:45:47.374396
- B/E: 65 / 151 , Gen_loss: -0.35520265 MI_loss: 21.375156 Detection error: 0.010126888751983643 time: 5:45:48.260696
- B/E: 66 / 151 , Gen_loss: -0.35121158 MI_loss: 21.416674 Detection error: 0.010119378566741943 time: 5:45:49.130189
- B/E: 67 / 151 , Gen_loss: -0.36428076 MI_loss: 21.962004 Detection error: 0.010111689567565918 time: 5:45:49.921967
- B/E: 68 / 151 , Gen_loss: -0.3592918 MI_loss: 21.915226 Detection error: 0.010121822357177734 time: 5:45:50.692215
- B/E: 69 / 151 , Gen_loss: -0.36151832 MI_loss: 21.86068 Detection error: 0.010125875473022461 time: 5:45:51.457370
- B/E: 70 / 151 , Gen_loss: -0.35613182 MI_loss: 21.597635 Detection error: 0.010125875473022461 time: 5:45:52.249336
- B/E: 71 / 151 , Gen_loss: -0.36008552 MI_loss: 21.692354 Detection error: 0.010117650032043457 time: 5:45:53.021122
- B/E: 72 / 151 , Gen_loss: -0.36063844 MI_loss: 21.878824 Detection error: 0.010119855403900146 time: 5:45:53.918195
- B/E: 73 / 151 , Gen_loss: -0.3649141 MI_loss: 22.059166 Detection error: 0.010111510753631592 time: 5:45:54.895618
- B/E: 74 / 151 , Gen_loss: -0.3630967 MI_loss: 22.096619 Detection error: 0.01011127233505249 time: 5:45:55.783355
- B/E: 75 / 151 , Gen_loss: -0.3531524 MI_loss: 21.450325 Detection error: 0.010109364986419678 time: 5:45:56.662145
- B/E: 76 / 151 , Gen_loss: -0.35766858 MI_loss: 21.691614 Detection error: 0.010114014148712158 time: 5:45:57.546809
- B/E: 77 / 151 , Gen_loss: -0.36189237 MI_loss: 21.804314 Detection error: 0.010106563568115234 time: 5:45:58.429431
- B/E: 78 / 151 , Gen_loss: -0.35207638 MI_loss: 21.29962 Detection error: 0.010100841522216797 time: 5:45:59.311846
- B/E: 79 / 151 , Gen_loss: -0.36305767 MI_loss: 21.880497 Detection error: 0.010112881660461426 time: 5:46:00.112349
- B/E: 80 / 151 , Gen_loss: -0.36067724 MI_loss: 21.786158 Detection error: 0.010121166706085205 time: 5:46:00.881583
- B/E: 81 / 151 , Gen_loss: -0.3528255 MI_loss: 21.328066 Detection error: 0.010113179683685303 time: 5:46:01.746779
- B/E: 82 / 151 , Gen_loss: -0.35465565 MI_loss: 21.604456 Detection error: 0.010109186172485352 time: 5:46:02.630713
- B/E: 83 / 151 , Gen_loss: -0.36170813 MI_loss: 21.877333 Detection error: 0.010107874870300293 time: 5:46:03.513597
- B/E: 84 / 151 , Gen_loss: -0.35190243 MI_loss: 21.385578 Detection error: 0.010105490684509277 time: 5:46:04.393710
- B/E: 85 / 151 , Gen_loss: -0.35987073 MI_loss: 21.637325 Detection error: 0.010087192058563232 time: 5:46:05.279619
- B/E: 86 / 151 , Gen_loss: -0.3605287 MI_loss: 21.818213 Detection error: 0.010084033012390137 time: 5:46:06.159163
- B/E: 87 / 151 , Gen_loss: -0.35446498 MI_loss: 21.484526 Detection error: 0.010071754455566406 time: 5:46:07.040982
- B/E: 88 / 151 , Gen_loss: -0.36118126 MI_loss: 21.8585 Detection error: 0.01006251573562622 time: 5:46:07.927241
- B/E: 89 / 151 , Gen_loss: -0.35739818 MI_loss: 21.783854 Detection error: 0.010073959827423096 time: 5:46:08.892827
- B/E: 90 / 151 , Gen_loss: -0.35685378 MI_loss: 21.570505 Detection error: 0.010072112083435059 time: 5:46:09.779179
- B/E: 91 / 151 , Gen_loss: -0.3445041 MI_loss: 21.014296 Detection error: 0.010076403617858887 time: 5:46:10.661113
- B/E: 92 / 151 , Gen_loss: -0.3496135 MI_loss: 21.144087 Detection error: 0.010065853595733643 time: 5:46:11.547371
- B/E: 93 / 151 , Gen_loss: -0.3577658 MI_loss: 21.71291 Detection error: 0.010059177875518799 time: 5:46:12.430311
- B/E: 94 / 151 , Gen_loss: -0.35325697 MI_loss: 21.69245 Detection error: 0.010072052478790283 time: 5:46:13.384712
- B/E: 95 / 151 , Gen_loss: -0.34667858 MI_loss: 21.05434 Detection error: 0.01007390022277832 time: 5:46:14.267321
- B/E: 96 / 151 , Gen_loss: -0.35991356 MI_loss: 21.970943 Detection error: 0.010075688362121582 time: 5:46:15.145295
- B/E: 97 / 151 , Gen_loss: -0.36184818 MI_loss: 22.012856 Detection error: 0.010059654712677002 time: 5:46:16.028427
- B/E: 98 / 151 , Gen_loss: -0.35441598 MI_loss: 21.297226 Detection error: 0.010049581527709961 time: 5:46:16.911621
- B/E: 99 / 151 , Gen_loss: -0.35230497 MI_loss: 21.25822 Detection error: 0.010045945644378662 time: 5:46:17.794110
- B/E: 100 / 151 , Gen_loss: -0.36389226 MI_loss: 22.034962 Detection error: 0.010048866271972656 time: 5:46:18.675266
- B/E: 101 / 151 , Gen_loss: -0.35161382 MI_loss: 21.292036 Detection error: 0.010050833225250244 time: 5:46:19.558092
- B/E: 102 / 151 , Gen_loss: -0.34960723 MI_loss: 21.225819 Detection error: 0.010053098201751709 time: 5:46:20.393319
- B/E: 103 / 151 , Gen_loss: -0.3622113 MI_loss: 21.99837 Detection error: 0.010049879550933838 time: 5:46:21.234174
- B/E: 104 / 151 , Gen_loss: -0.34745353 MI_loss: 21.064299 Detection error: 0.010052084922790527 time: 5:46:22.092314
- B/E: 105 / 151 , Gen_loss: -0.35339898 MI_loss: 21.359423 Detection error: 0.010050415992736816 time: 5:46:22.985243
- B/E: 106 / 151 , Gen_loss: -0.35777318 MI_loss: 21.647907 Detection error: 0.010046422481536865 time: 5:46:23.797759
- B/E: 107 / 151 , Gen_loss: -0.36849812 MI_loss: 22.287994 Detection error: 0.010050058364868164 time: 5:46:24.614770
- B/E: 108 / 151 , Gen_loss: -0.34958863 MI_loss: 21.180182 Detection error: 0.010054469108581543 time: 5:46:25.419194
- B/E: 109 / 151 , Gen_loss: -0.35743743 MI_loss: 21.708157 Detection error: 0.01005542278289795 time: 5:46:26.300511
- B/E: 110 / 151 , Gen_loss: -0.35799667 MI_loss: 21.57574 Detection error: 0.010045349597930908 time: 5:46:27.208882
- B/E: 111 / 151 , Gen_loss: -0.36411119 MI_loss: 22.053638 Detection error: 0.010040760040283203 time: 5:46:28.092521
- B/E: 112 / 151 , Gen_loss: -0.36364245 MI_loss: 22.112354 Detection error: 0.010044515132904053 time: 5:46:28.975336
- B/E: 113 / 151 , Gen_loss: -0.36557266 MI_loss: 22.23018 Detection error: 0.010049045085906982 time: 5:46:29.902069
- B/E: 114 / 151 , Gen_loss: -0.34345812 MI_loss: 20.799118 Detection error: 0.010046720504760742 time: 5:46:30.783348
- B/E: 115 / 151 , Gen_loss: -0.362913 MI_loss: 21.97248 Detection error: 0.010044991970062256 time: 5:46:31.663751
- B/E: 116 / 151 , Gen_loss: -0.360646 MI_loss: 21.98425 Detection error: 0.010041952133178711 time: 5:46:32.540910
- B/E: 117 / 151 , Gen_loss: -0.35318196 MI_loss: 21.473684 Detection error: 0.010048985481262207 time: 5:46:33.420062
- B/E: 118 / 151 , Gen_loss: -0.35755268 MI_loss: 21.678425 Detection error: 0.01003962755203247 time: 5:46:34.307562
- B/E: 119 / 151 , Gen_loss: -0.3594964 MI_loss: 21.730312 Detection error: 0.010037779808044434 time: 5:46:35.184762
- B/E: 120 / 151 , Gen_loss: -0.35384476 MI_loss: 21.575466 Detection error: 0.010039746761322021 time: 5:46:36.066339
- B/E: 121 / 151 , Gen_loss: -0.36876896 MI_loss: 22.330513 Detection error: 0.010042548179626465 time: 5:46:37.046515
- B/E: 122 / 151 , Gen_loss: -0.3684757 MI_loss: 22.274143 Detection error: 0.01003938913345337 time: 5:46:37.932767
- B/E: 123 / 151 , Gen_loss: -0.35823807 MI_loss: 21.798714 Detection error: 0.010035276412963867 time: 5:46:38.815486
- B/E: 124 / 151 , Gen_loss: -0.3616833 MI_loss: 21.773682 Detection error: 0.01003199815750122 time: 5:46:39.697712
- B/E: 125 / 151 , Gen_loss: -0.3580827 MI_loss: 21.859596 Detection error: 0.010033726692199707 time: 5:46:40.578673
- B/E: 126 / 151 , Gen_loss: -0.36231065 MI_loss: 21.979511 Detection error: 0.010036170482635498 time: 5:46:41.460589
- B/E: 127 / 151 , Gen_loss: -0.359439 MI_loss: 21.890177 Detection error: 0.010038554668426514 time: 5:46:42.339557
- B/E: 128 / 151 , Gen_loss: -0.35937276 MI_loss: 21.957886 Detection error: 0.010044574737548828 time: 5:46:43.225546
- B/E: 129 / 151 , Gen_loss: -0.35069764 MI_loss: 21.241476 Detection error: 0.01004713773727417 time: 5:46:44.114503
- B/E: 130 / 151 , Gen_loss: -0.3656123 MI_loss: 21.990402 Detection error: 0.01005178689956665 time: 5:46:44.935651
- B/E: 131 / 151 , Gen_loss: -0.36122075 MI_loss: 21.97782 Detection error: 0.010058939456939697 time: 5:46:45.805334
- B/E: 132 / 151 , Gen_loss: -0.35977465 MI_loss: 21.624102 Detection error: 0.010053098201751709 time: 5:46:46.690377
- B/E: 133 / 151 , Gen_loss: -0.36772352 MI_loss: 22.179583 Detection error: 0.01005178689956665 time: 5:46:47.569898
- B/E: 134 / 151 , Gen_loss: -0.3565866 MI_loss: 21.74899 Detection error: 0.010064125061035156 time: 5:46:48.446959
- B/E: 135 / 151 , Gen_loss: -0.3576202 MI_loss: 21.621544 Detection error: 0.010063409805297852 time: 5:46:49.335901
- B/E: 136 / 151 , Gen_loss: -0.3712038 MI_loss: 22.521105 Detection error: 0.01006019115447998 time: 5:46:50.218512
- B/E: 137 / 151 , Gen_loss: -0.3521985 MI_loss: 21.254786 Detection error: 0.010064780712127686 time: 5:46:51.119873
- B/E: 138 / 151 , Gen_loss: -0.354714 MI_loss: 21.550177 Detection error: 0.01006990671157837 time: 5:46:51.886199
- B/E: 139 / 151 , Gen_loss: -0.3563257 MI_loss: 21.611317 Detection error: 0.01007145643234253 time: 5:46:52.657432
- B/E: 140 / 151 , Gen_loss: -0.3439175 MI_loss: 20.96321 Detection error: 0.0100746750831604 time: 5:46:53.422281
- B/E: 141 / 151 , Gen_loss: -0.35876727 MI_loss: 21.737907 Detection error: 0.010070621967315674 time: 5:46:54.287148
- B/E: 142 / 151 , Gen_loss: -0.3620479 MI_loss: 21.78352 Detection error: 0.010069727897644043 time: 5:46:55.162522
- B/E: 143 / 151 , Gen_loss: -0.36568338 MI_loss: 22.126534 Detection error: 0.010062694549560547 time: 5:46:56.044131
- B/E: 144 / 151 , Gen_loss: -0.34867084 MI_loss: 21.1048 Detection error: 0.01007157564163208 time: 5:46:56.923118
- B/E: 145 / 151 , Gen_loss: -0.3577358 MI_loss: 21.562649 Detection error: 0.010077714920043945 time: 5:46:57.801362
- B/E: 146 / 151 , Gen_loss: -0.35591134 MI_loss: 21.593006 Detection error: 0.010080337524414062 time: 5:46:58.688643
- B/E: 147 / 151 , Gen_loss: -0.37064677 MI_loss: 22.350655 Detection error: 0.010082364082336426 time: 5:46:59.572860
- B/E: 148 / 151 , Gen_loss: -0.36646408 MI_loss: 22.31179 Detection error: 0.010084092617034912 time: 5:47:00.454358
- B/E: 149 / 151 , Gen_loss: -0.35356003 MI_loss: 21.483498 Detection error: 0.010092496871948242 time: 5:47:01.330390
-
- Test Loss: 10.298654 Test Error: 0.010716676712036133
- -----
- EPOCH: 152
- B/E: 0 / 152 , Gen_loss: -0.36301473 MI_loss: 21.91587 Detection error: 0.010625004768371582 time: 5:47:03.312381
- B/E: 1 / 152 , Gen_loss: -0.3523452 MI_loss: 21.46346 Detection error: 0.010999977588653564 time: 5:47:23.307985
- B/E: 2 / 152 , Gen_loss: -0.35249126 MI_loss: 21.224676 Detection error: 0.010333359241485596 time: 5:47:24.310923
- B/E: 3 / 152 , Gen_loss: -0.35145602 MI_loss: 21.470219 Detection error: 0.010203123092651367 time: 5:47:25.198493
- B/E: 4 / 152 , Gen_loss: -0.3550621 MI_loss: 21.593803 Detection error: 0.010143756866455078 time: 5:47:26.080925
- B/E: 5 / 152 , Gen_loss: -0.3496849 MI_loss: 21.27554 Detection error: 0.010166645050048828 time: 5:47:26.884813
- B/E: 6 / 152 , Gen_loss: -0.35492826 MI_loss: 21.539207 Detection error: 0.010200917720794678 time: 5:47:27.699657
- B/E: 7 / 152 , Gen_loss: -0.34111795 MI_loss: 20.68744 Detection error: 0.010242164134979248 time: 5:47:28.576171
- B/E: 8 / 152 , Gen_loss: -0.3562185 MI_loss: 21.472858 Detection error: 0.010104179382324219 time: 5:47:29.426485
- B/E: 9 / 152 , Gen_loss: -0.34864998 MI_loss: 21.234453 Detection error: 0.010093748569488525 time: 5:47:30.291846
- B/E: 10 / 152 , Gen_loss: -0.36399424 MI_loss: 22.03526 Detection error: 0.010153412818908691 time: 5:47:31.171192
- B/E: 11 / 152 , Gen_loss: -0.3630862 MI_loss: 22.003841 Detection error: 0.010148465633392334 time: 5:47:32.053502
- B/E: 12 / 152 , Gen_loss: -0.3568492 MI_loss: 21.582973 Detection error: 0.010204315185546875 time: 5:47:32.935923
- B/E: 13 / 152 , Gen_loss: -0.36146247 MI_loss: 22.015217 Detection error: 0.010223209857940674 time: 5:47:33.815809
- B/E: 14 / 152 , Gen_loss: -0.35610974 MI_loss: 21.515963 Detection error: 0.010170817375183105 time: 5:47:34.695795
- B/E: 15 / 152 , Gen_loss: -0.35674018 MI_loss: 21.42492 Detection error: 0.010165989398956299 time: 5:47:35.582873
- B/E: 16 / 152 , Gen_loss: -0.35150775 MI_loss: 21.245762 Detection error: 0.010147035121917725 time: 5:47:36.462196
- B/E: 17 / 152 , Gen_loss: -0.34921154 MI_loss: 21.160156 Detection error: 0.010118067264556885 time: 5:47:37.341848
- B/E: 18 / 152 , Gen_loss: -0.36414117 MI_loss: 21.976913 Detection error: 0.010052621364593506 time: 5:47:38.306995
- B/E: 19 / 152 , Gen_loss: -0.35803044 MI_loss: 21.807579 Detection error: 0.010053098201751709 time: 5:47:39.191369
- B/E: 20 / 152 , Gen_loss: -0.35673565 MI_loss: 21.669603 Detection error: 0.010077357292175293 time: 5:47:40.058210
- B/E: 21 / 152 , Gen_loss: -0.34725383 MI_loss: 21.097658 Detection error: 0.010093748569488525 time: 5:47:40.935405
- B/E: 22 / 152 , Gen_loss: -0.36310503 MI_loss: 21.977013 Detection error: 0.010043501853942871 time: 5:47:41.766349
- B/E: 23 / 152 , Gen_loss: -0.35738084 MI_loss: 21.535067 Detection error: 0.010052084922790527 time: 5:47:42.656988
- B/E: 24 / 152 , Gen_loss: -0.35734135 MI_loss: 21.769793 Detection error: 0.010041236877441406 time: 5:47:43.540336
- B/E: 25 / 152 , Gen_loss: -0.35615322 MI_loss: 21.583994 Detection error: 0.010064899921417236 time: 5:47:44.437631
- B/E: 26 / 152 , Gen_loss: -0.3603381 MI_loss: 21.863403 Detection error: 0.010133087635040283 time: 5:47:45.330203
- B/E: 27 / 152 , Gen_loss: -0.35667318 MI_loss: 21.778063 Detection error: 0.01013725996017456 time: 5:47:46.210092
- B/E: 28 / 152 , Gen_loss: -0.3590987 MI_loss: 21.791685 Detection error: 0.010126054286956787 time: 5:47:47.089488
- B/E: 29 / 152 , Gen_loss: -0.35623834 MI_loss: 21.651222 Detection error: 0.010152101516723633 time: 5:47:47.992519
- B/E: 30 / 152 , Gen_loss: -0.35359424 MI_loss: 21.458021 Detection error: 0.010123968124389648 time: 5:47:48.876717
- B/E: 31 / 152 , Gen_loss: -0.3699467 MI_loss: 22.37373 Detection error: 0.01009279489517212 time: 5:47:49.852346
- B/E: 32 / 152 , Gen_loss: -0.35875905 MI_loss: 21.94967 Detection error: 0.010103225708007812 time: 5:47:50.731187
- B/E: 33 / 152 , Gen_loss: -0.36642373 MI_loss: 22.200962 Detection error: 0.010063409805297852 time: 5:47:51.619680
- B/E: 34 / 152 , Gen_loss: -0.35665694 MI_loss: 21.680286 Detection error: 0.010065197944641113 time: 5:47:52.500795
- B/E: 35 / 152 , Gen_loss: -0.35791203 MI_loss: 21.774864 Detection error: 0.010075509548187256 time: 5:47:53.379820
- B/E: 36 / 152 , Gen_loss: -0.36381853 MI_loss: 22.066349 Detection error: 0.010065853595733643 time: 5:47:54.265793
- B/E: 37 / 152 , Gen_loss: -0.36030775 MI_loss: 21.708939 Detection error: 0.010056734085083008 time: 5:47:55.149888
- B/E: 38 / 152 , Gen_loss: -0.34982166 MI_loss: 21.2597 Detection error: 0.010081708431243896 time: 5:47:56.032926
- B/E: 39 / 152 , Gen_loss: -0.3596659 MI_loss: 21.750164 Detection error: 0.010069549083709717 time: 5:47:56.911665
- B/E: 40 / 152 , Gen_loss: -0.35521987 MI_loss: 21.49471 Detection error: 0.0100632905960083 time: 5:47:57.795340
- B/E: 41 / 152 , Gen_loss: -0.3623746 MI_loss: 21.931746 Detection error: 0.010074377059936523 time: 5:47:58.675619
- B/E: 42 / 152 , Gen_loss: -0.35967672 MI_loss: 21.70384 Detection error: 0.010057389736175537 time: 5:47:59.557341
- B/E: 43 / 152 , Gen_loss: -0.35953987 MI_loss: 21.62332 Detection error: 0.010056793689727783 time: 5:48:00.437921
- B/E: 44 / 152 , Gen_loss: -0.36015177 MI_loss: 21.80297 Detection error: 0.010074317455291748 time: 5:48:01.322155
- B/E: 45 / 152 , Gen_loss: -0.36977726 MI_loss: 22.444187 Detection error: 0.0100821852684021 time: 5:48:02.203785
- B/E: 46 / 152 , Gen_loss: -0.36533773 MI_loss: 22.082682 Detection error: 0.010079801082611084 time: 5:48:03.084742
- B/E: 47 / 152 , Gen_loss: -0.36617818 MI_loss: 22.147465 Detection error: 0.010081350803375244 time: 5:48:03.968872
- B/E: 48 / 152 , Gen_loss: -0.3483514 MI_loss: 21.250284 Detection error: 0.01009821891784668 time: 5:48:04.928221
- B/E: 49 / 152 , Gen_loss: -0.36716658 MI_loss: 22.233229 Detection error: 0.010095596313476562 time: 5:48:05.809261
- B/E: 50 / 152 , Gen_loss: -0.3525313 MI_loss: 21.507603 Detection error: 0.010113954544067383 time: 5:48:06.689792
- B/E: 51 / 152 , Gen_loss: -0.3624162 MI_loss: 21.949846 Detection error: 0.010107576847076416 time: 5:48:07.568497
- B/E: 52 / 152 , Gen_loss: -0.35869458 MI_loss: 21.711536 Detection error: 0.010104358196258545 time: 5:48:08.448931
- B/E: 53 / 152 , Gen_loss: -0.36534184 MI_loss: 21.991753 Detection error: 0.010120928287506104 time: 5:48:09.330577
- B/E: 54 / 152 , Gen_loss: -0.35087782 MI_loss: 21.306305 Detection error: 0.010113656520843506 time: 5:48:10.145215
- B/E: 55 / 152 , Gen_loss: -0.35910976 MI_loss: 21.869478 Detection error: 0.010096549987792969 time: 5:48:10.945523
- B/E: 56 / 152 , Gen_loss: -0.36012983 MI_loss: 21.845087 Detection error: 0.010082781314849854 time: 5:48:11.811039
- B/E: 57 / 152 , Gen_loss: -0.3628027 MI_loss: 21.947645 Detection error: 0.010084033012390137 time: 5:48:12.689496
- B/E: 58 / 152 , Gen_loss: -0.35681203 MI_loss: 21.559458 Detection error: 0.010073065757751465 time: 5:48:13.574765
- B/E: 59 / 152 , Gen_loss: -0.34997004 MI_loss: 21.133938 Detection error: 0.010095834732055664 time: 5:48:14.456687
- B/E: 60 / 152 , Gen_loss: -0.35792744 MI_loss: 21.679735 Detection error: 0.010083019733428955 time: 5:48:15.336332
- B/E: 61 / 152 , Gen_loss: -0.36227077 MI_loss: 22.076017 Detection error: 0.01009070873260498 time: 5:48:16.220857
- B/E: 62 / 152 , Gen_loss: -0.3560906 MI_loss: 21.648321 Detection error: 0.010096728801727295 time: 5:48:17.104304
- B/E: 63 / 152 , Gen_loss: -0.365446 MI_loss: 22.165363 Detection error: 0.01009523868560791 time: 5:48:18.069126
- B/E: 64 / 152 , Gen_loss: -0.3610198 MI_loss: 21.816532 Detection error: 0.010092318058013916 time: 5:48:18.950826
- B/E: 65 / 152 , Gen_loss: -0.35844427 MI_loss: 21.761196 Detection error: 0.010096609592437744 time: 5:48:19.842951
- B/E: 66 / 152 , Gen_loss: -0.36214042 MI_loss: 21.855436 Detection error: 0.010091423988342285 time: 5:48:20.729470
- B/E: 67 / 152 , Gen_loss: -0.36166573 MI_loss: 21.778154 Detection error: 0.010074913501739502 time: 5:48:21.537611
- B/E: 68 / 152 , Gen_loss: -0.36101675 MI_loss: 22.00619 Detection error: 0.010089218616485596 time: 5:48:22.322001
- B/E: 69 / 152 , Gen_loss: -0.36148617 MI_loss: 21.94528 Detection error: 0.010093331336975098 time: 5:48:23.123741
- B/E: 70 / 152 , Gen_loss: -0.3637663 MI_loss: 22.003033 Detection error: 0.010093331336975098 time: 5:48:23.926288
- B/E: 71 / 152 , Gen_loss: -0.35289216 MI_loss: 21.451408 Detection error: 0.010098934173583984 time: 5:48:24.805908
- B/E: 72 / 152 , Gen_loss: -0.36360896 MI_loss: 22.032417 Detection error: 0.01009458303451538 time: 5:48:25.634567
- B/E: 73 / 152 , Gen_loss: -0.3647454 MI_loss: 22.09264 Detection error: 0.01009291410446167 time: 5:48:26.416398
- B/E: 74 / 152 , Gen_loss: -0.35873953 MI_loss: 21.795303 Detection error: 0.010093331336975098 time: 5:48:27.186099
- B/E: 75 / 152 , Gen_loss: -0.3569608 MI_loss: 21.623283 Detection error: 0.010088801383972168 time: 5:48:28.033225
- B/E: 76 / 152 , Gen_loss: -0.3529053 MI_loss: 21.556694 Detection error: 0.010088860988616943 time: 5:48:28.913823
- B/E: 77 / 152 , Gen_loss: -0.35915706 MI_loss: 21.864235 Detection error: 0.01008373498916626 time: 5:48:29.797989
- B/E: 78 / 152 , Gen_loss: -0.370205 MI_loss: 22.429976 Detection error: 0.010080277919769287 time: 5:48:30.589748
- B/E: 79 / 152 , Gen_loss: -0.36224025 MI_loss: 21.856499 Detection error: 0.010094165802001953 time: 5:48:31.458283
- B/E: 80 / 152 , Gen_loss: -0.36073864 MI_loss: 21.956417 Detection error: 0.010103404521942139 time: 5:48:32.227488
- B/E: 81 / 152 , Gen_loss: -0.35488272 MI_loss: 21.455343 Detection error: 0.010093390941619873 time: 5:48:32.996430
- B/E: 82 / 152 , Gen_loss: -0.36144358 MI_loss: 22.00782 Detection error: 0.010091125965118408 time: 5:48:33.770609
- B/E: 83 / 152 , Gen_loss: -0.35548055 MI_loss: 21.561039 Detection error: 0.010089635848999023 time: 5:48:34.574615
- B/E: 84 / 152 , Gen_loss: -0.34735024 MI_loss: 20.828257 Detection error: 0.010087847709655762 time: 5:48:35.383636
- B/E: 85 / 152 , Gen_loss: -0.3654616 MI_loss: 21.993034 Detection error: 0.010064661502838135 time: 5:48:36.153810
- B/E: 86 / 152 , Gen_loss: -0.3494233 MI_loss: 21.218609 Detection error: 0.01007145643234253 time: 5:48:36.956060
- B/E: 87 / 152 , Gen_loss: -0.35556746 MI_loss: 21.46827 Detection error: 0.01005786657333374 time: 5:48:37.723871
- B/E: 88 / 152 , Gen_loss: -0.36887842 MI_loss: 22.400116 Detection error: 0.010043561458587646 time: 5:48:38.593240
- B/E: 89 / 152 , Gen_loss: -0.36145416 MI_loss: 21.864513 Detection error: 0.010051727294921875 time: 5:48:39.472688
- B/E: 90 / 152 , Gen_loss: -0.35443813 MI_loss: 21.458023 Detection error: 0.010049819946289062 time: 5:48:40.350437
- B/E: 91 / 152 , Gen_loss: -0.35149974 MI_loss: 21.347986 Detection error: 0.010060787200927734 time: 5:48:41.231289
- B/E: 92 / 152 , Gen_loss: -0.35878485 MI_loss: 21.699257 Detection error: 0.010042309761047363 time: 5:48:42.119420
- B/E: 93 / 152 , Gen_loss: -0.36075675 MI_loss: 22.038357 Detection error: 0.010046541690826416 time: 5:48:43.000493
- B/E: 94 / 152 , Gen_loss: -0.3553348 MI_loss: 21.718605 Detection error: 0.010058224201202393 time: 5:48:43.881746
- B/E: 95 / 152 , Gen_loss: -0.35509834 MI_loss: 21.711887 Detection error: 0.010066747665405273 time: 5:48:44.845950
- B/E: 96 / 152 , Gen_loss: -0.360827 MI_loss: 21.723743 Detection error: 0.010056674480438232 time: 5:48:45.734872
- B/E: 97 / 152 , Gen_loss: -0.3611407 MI_loss: 21.953959 Detection error: 0.01005101203918457 time: 5:48:46.611764
- B/E: 98 / 152 , Gen_loss: -0.36223182 MI_loss: 21.926987 Detection error: 0.010037899017333984 time: 5:48:47.490477
- B/E: 99 / 152 , Gen_loss: -0.36210257 MI_loss: 21.872984 Detection error: 0.010036587715148926 time: 5:48:48.374832
- B/E: 100 / 152 , Gen_loss: -0.36180675 MI_loss: 22.011488 Detection error: 0.010037422180175781 time: 5:48:49.263261
- B/E: 101 / 152 , Gen_loss: -0.35701022 MI_loss: 21.62124 Detection error: 0.010042905807495117 time: 5:48:50.140732
- B/E: 102 / 152 , Gen_loss: -0.35472423 MI_loss: 21.452854 Detection error: 0.010045230388641357 time: 5:48:51.027324
- B/E: 103 / 152 , Gen_loss: -0.3626796 MI_loss: 21.957462 Detection error: 0.01004326343536377 time: 5:48:51.914667
- B/E: 104 / 152 , Gen_loss: -0.35909122 MI_loss: 21.595032 Detection error: 0.010045230388641357 time: 5:48:52.759610
- B/E: 105 / 152 , Gen_loss: -0.35430908 MI_loss: 21.52792 Detection error: 0.010041594505310059 time: 5:48:53.547500
- B/E: 106 / 152 , Gen_loss: -0.35482153 MI_loss: 21.362396 Detection error: 0.010041773319244385 time: 5:48:54.318991
- B/E: 107 / 152 , Gen_loss: -0.36601564 MI_loss: 22.356295 Detection error: 0.01004713773727417 time: 5:48:55.088523
- B/E: 108 / 152 , Gen_loss: -0.35580692 MI_loss: 21.5774 Detection error: 0.010049283504486084 time: 5:48:55.955366
- B/E: 109 / 152 , Gen_loss: -0.35970333 MI_loss: 21.913338 Detection error: 0.010049700736999512 time: 5:48:56.832340
- B/E: 110 / 152 , Gen_loss: -0.35035187 MI_loss: 21.098879 Detection error: 0.010039150714874268 time: 5:48:57.695164
- B/E: 111 / 152 , Gen_loss: -0.3606073 MI_loss: 21.816595 Detection error: 0.010038495063781738 time: 5:48:58.616057
- B/E: 112 / 152 , Gen_loss: -0.35829854 MI_loss: 21.576382 Detection error: 0.010034024715423584 time: 5:48:59.507671
- B/E: 113 / 152 , Gen_loss: -0.35274646 MI_loss: 21.65142 Detection error: 0.010040819644927979 time: 5:49:00.389028
- B/E: 114 / 152 , Gen_loss: -0.35597113 MI_loss: 21.627462 Detection error: 0.010037243366241455 time: 5:49:01.249989
- B/E: 115 / 152 , Gen_loss: -0.36197093 MI_loss: 21.82796 Detection error: 0.01003718376159668 time: 5:49:02.019154
- B/E: 116 / 152 , Gen_loss: -0.35168794 MI_loss: 21.351915 Detection error: 0.010036885738372803 time: 5:49:02.908640
- B/E: 117 / 152 , Gen_loss: -0.34992072 MI_loss: 21.19606 Detection error: 0.010038673877716064 time: 5:49:03.813080
- B/E: 118 / 152 , Gen_loss: -0.35119697 MI_loss: 21.2169 Detection error: 0.010030746459960938 time: 5:49:04.702273
- B/E: 119 / 152 , Gen_loss: -0.34937644 MI_loss: 21.37365 Detection error: 0.010032296180725098 time: 5:49:05.583916
- B/E: 120 / 152 , Gen_loss: -0.3619805 MI_loss: 21.996082 Detection error: 0.010031521320343018 time: 5:49:06.382924
- B/E: 121 / 152 , Gen_loss: -0.36640754 MI_loss: 22.358599 Detection error: 0.010033786296844482 time: 5:49:07.180354
- B/E: 122 / 152 , Gen_loss: -0.3674485 MI_loss: 22.173168 Detection error: 0.010027945041656494 time: 5:49:08.049277
- B/E: 123 / 152 , Gen_loss: -0.35757688 MI_loss: 21.623674 Detection error: 0.010020911693572998 time: 5:49:08.929367
- B/E: 124 / 152 , Gen_loss: -0.36391184 MI_loss: 22.139977 Detection error: 0.010022759437561035 time: 5:49:09.809407
- B/E: 125 / 152 , Gen_loss: -0.34705147 MI_loss: 20.97948 Detection error: 0.010018348693847656 time: 5:49:10.688258
- B/E: 126 / 152 , Gen_loss: -0.3600803 MI_loss: 21.819134 Detection error: 0.010024607181549072 time: 5:49:11.566748
- B/E: 127 / 152 , Gen_loss: -0.34997803 MI_loss: 21.295074 Detection error: 0.010028541088104248 time: 5:49:12.545550
- B/E: 128 / 152 , Gen_loss: -0.3516884 MI_loss: 21.343441 Detection error: 0.010032474994659424 time: 5:49:13.433348
- B/E: 129 / 152 , Gen_loss: -0.3564197 MI_loss: 21.685352 Detection error: 0.010039448738098145 time: 5:49:14.311226
- B/E: 130 / 152 , Gen_loss: -0.35448745 MI_loss: 21.472551 Detection error: 0.010046541690826416 time: 5:49:15.190995
- B/E: 131 / 152 , Gen_loss: -0.3662571 MI_loss: 22.144537 Detection error: 0.010051369667053223 time: 5:49:16.072502
- B/E: 132 / 152 , Gen_loss: -0.36355072 MI_loss: 21.933575 Detection error: 0.010044634342193604 time: 5:49:16.959718
- B/E: 133 / 152 , Gen_loss: -0.35546356 MI_loss: 21.691772 Detection error: 0.01004946231842041 time: 5:49:18.023534
- B/E: 134 / 152 , Gen_loss: -0.35767943 MI_loss: 21.728634 Detection error: 0.010057628154754639 time: 5:49:18.899352
- B/E: 135 / 152 , Gen_loss: -0.36255497 MI_loss: 22.022617 Detection error: 0.010061562061309814 time: 5:49:19.782084
- B/E: 136 / 152 , Gen_loss: -0.3575377 MI_loss: 21.620686 Detection error: 0.010058403015136719 time: 5:49:20.663741
- B/E: 137 / 152 , Gen_loss: -0.3528923 MI_loss: 21.362589 Detection error: 0.010060250759124756 time: 5:49:21.544896
- B/E: 138 / 152 , Gen_loss: -0.35393408 MI_loss: 21.526558 Detection error: 0.010065436363220215 time: 5:49:22.432871
- B/E: 139 / 152 , Gen_loss: -0.3592432 MI_loss: 21.832706 Detection error: 0.010071635246276855 time: 5:49:23.234186
- B/E: 140 / 152 , Gen_loss: -0.36113915 MI_loss: 21.917181 Detection error: 0.010069608688354492 time: 5:49:24.098699
- B/E: 141 / 152 , Gen_loss: -0.3562147 MI_loss: 21.471882 Detection error: 0.010068416595458984 time: 5:49:24.972318
- B/E: 142 / 152 , Gen_loss: -0.35835266 MI_loss: 21.68414 Detection error: 0.01007169485092163 time: 5:49:25.853572
- B/E: 143 / 152 , Gen_loss: -0.36158496 MI_loss: 21.819872 Detection error: 0.010066628456115723 time: 5:49:26.821387
- B/E: 144 / 152 , Gen_loss: -0.358973 MI_loss: 21.730516 Detection error: 0.010077595710754395 time: 5:49:27.701462
- B/E: 145 / 152 , Gen_loss: -0.35251135 MI_loss: 21.461777 Detection error: 0.010082602500915527 time: 5:49:28.579838
- B/E: 146 / 152 , Gen_loss: -0.36811656 MI_loss: 22.215115 Detection error: 0.010083317756652832 time: 5:49:29.465776
- B/E: 147 / 152 , Gen_loss: -0.35610446 MI_loss: 21.521673 Detection error: 0.010090351104736328 time: 5:49:30.347243
- B/E: 148 / 152 , Gen_loss: -0.35304913 MI_loss: 21.385876 Detection error: 0.010091006755828857 time: 5:49:31.142125
- B/E: 149 / 152 , Gen_loss: -0.36171973 MI_loss: 21.907904 Detection error: 0.010097920894622803 time: 5:49:31.917028
-
- Test Loss: 10.29777 Test Error: 0.010800004005432129
- -----
- EPOCH: 153
- B/E: 0 / 153 , Gen_loss: -0.34976915 MI_loss: 21.192146 Detection error: 0.010687470436096191 time: 5:49:33.709453
- B/E: 1 / 153 , Gen_loss: -0.3588141 MI_loss: 21.787224 Detection error: 0.010500013828277588 time: 5:49:53.683438
- B/E: 2 / 153 , Gen_loss: -0.34275234 MI_loss: 20.693356 Detection error: 0.010020852088928223 time: 5:49:54.601030
- B/E: 3 / 153 , Gen_loss: -0.35827893 MI_loss: 21.722984 Detection error: 0.009999990463256836 time: 5:49:55.490574
- B/E: 4 / 153 , Gen_loss: -0.35317054 MI_loss: 21.371807 Detection error: 0.010012507438659668 time: 5:49:56.374708
- B/E: 5 / 153 , Gen_loss: -0.35604188 MI_loss: 21.701742 Detection error: 0.010093748569488525 time: 5:49:57.361026
- B/E: 6 / 153 , Gen_loss: -0.3541397 MI_loss: 21.440496 Detection error: 0.010066986083984375 time: 5:49:58.245741
- B/E: 7 / 153 , Gen_loss: -0.3611305 MI_loss: 21.91822 Detection error: 0.010109364986419678 time: 5:49:59.125791
- B/E: 8 / 153 , Gen_loss: -0.36293653 MI_loss: 21.932343 Detection error: 0.010065972805023193 time: 5:50:00.007445
- B/E: 9 / 153 , Gen_loss: -0.35161746 MI_loss: 21.361061 Detection error: 0.009999990463256836 time: 5:50:00.884579
- B/E: 10 / 153 , Gen_loss: -0.35412705 MI_loss: 21.441565 Detection error: 0.01002269983291626 time: 5:50:01.766047
- B/E: 11 / 153 , Gen_loss: -0.36396924 MI_loss: 22.035503 Detection error: 0.01006251573562622 time: 5:50:02.586014
- B/E: 12 / 153 , Gen_loss: -0.36094862 MI_loss: 21.828402 Detection error: 0.010151445865631104 time: 5:50:03.355918
- B/E: 13 / 153 , Gen_loss: -0.36177218 MI_loss: 21.809397 Detection error: 0.010162949562072754 time: 5:50:04.142096
- B/E: 14 / 153 , Gen_loss: -0.35604772 MI_loss: 21.555294 Detection error: 0.01014167070388794 time: 5:50:04.910303
- B/E: 15 / 153 , Gen_loss: -0.35528332 MI_loss: 21.604769 Detection error: 0.01012498140335083 time: 5:50:05.763678
- B/E: 16 / 153 , Gen_loss: -0.3617778 MI_loss: 21.856995 Detection error: 0.010091900825500488 time: 5:50:06.642821
- B/E: 17 / 153 , Gen_loss: -0.36254337 MI_loss: 21.902937 Detection error: 0.010088562965393066 time: 5:50:07.523307
- B/E: 18 / 153 , Gen_loss: -0.34406227 MI_loss: 20.906708 Detection error: 0.010036170482635498 time: 5:50:08.405522
- B/E: 19 / 153 , Gen_loss: -0.35616383 MI_loss: 21.621283 Detection error: 0.010034382343292236 time: 5:50:09.293095
- B/E: 20 / 153 , Gen_loss: -0.3522143 MI_loss: 21.37409 Detection error: 0.01007145643234253 time: 5:50:10.250405
- B/E: 21 / 153 , Gen_loss: -0.3572909 MI_loss: 21.79241 Detection error: 0.01006394624710083 time: 5:50:11.131752
- B/E: 22 / 153 , Gen_loss: -0.36452082 MI_loss: 21.891943 Detection error: 0.010019004344940186 time: 5:50:12.023583
- B/E: 23 / 153 , Gen_loss: -0.36770976 MI_loss: 22.23367 Detection error: 0.010040342807769775 time: 5:50:12.932920
- B/E: 24 / 153 , Gen_loss: -0.3623879 MI_loss: 21.940096 Detection error: 0.010044991970062256 time: 5:50:13.811146
- B/E: 25 / 153 , Gen_loss: -0.35017112 MI_loss: 21.240396 Detection error: 0.010048091411590576 time: 5:50:14.692512
- B/E: 26 / 153 , Gen_loss: -0.34922796 MI_loss: 21.262407 Detection error: 0.010097205638885498 time: 5:50:15.579149
- B/E: 27 / 153 , Gen_loss: -0.36118287 MI_loss: 21.936462 Detection error: 0.010117173194885254 time: 5:50:16.461459
- B/E: 28 / 153 , Gen_loss: -0.3556051 MI_loss: 21.507875 Detection error: 0.010120689868927002 time: 5:50:17.342580
- B/E: 29 / 153 , Gen_loss: -0.34919605 MI_loss: 21.131601 Detection error: 0.01014167070388794 time: 5:50:18.244309
- B/E: 30 / 153 , Gen_loss: -0.35827202 MI_loss: 21.797783 Detection error: 0.010111868381500244 time: 5:50:19.127990
- B/E: 31 / 153 , Gen_loss: -0.3587892 MI_loss: 21.73036 Detection error: 0.01008594036102295 time: 5:50:20.010109
- B/E: 32 / 153 , Gen_loss: -0.35785836 MI_loss: 21.69665 Detection error: 0.010078608989715576 time: 5:50:20.889397
- B/E: 33 / 153 , Gen_loss: -0.3501311 MI_loss: 21.396236 Detection error: 0.01006251573562622 time: 5:50:21.774444
- B/E: 34 / 153 , Gen_loss: -0.35384706 MI_loss: 21.4856 Detection error: 0.010067880153656006 time: 5:50:22.658450
- B/E: 35 / 153 , Gen_loss: -0.36315513 MI_loss: 21.9544 Detection error: 0.010058999061584473 time: 5:50:23.542890
- B/E: 36 / 153 , Gen_loss: -0.37287056 MI_loss: 22.604073 Detection error: 0.010051548480987549 time: 5:50:24.520514
- B/E: 37 / 153 , Gen_loss: -0.36051697 MI_loss: 21.853851 Detection error: 0.010058403015136719 time: 5:50:25.404297
- B/E: 38 / 153 , Gen_loss: -0.35394946 MI_loss: 21.560125 Detection error: 0.010080933570861816 time: 5:50:26.281287
- B/E: 39 / 153 , Gen_loss: -0.35343912 MI_loss: 21.401915 Detection error: 0.010071098804473877 time: 5:50:27.160084
- B/E: 40 / 153 , Gen_loss: -0.3533035 MI_loss: 21.425606 Detection error: 0.01005488634109497 time: 5:50:28.053851
- B/E: 41 / 153 , Gen_loss: -0.36518526 MI_loss: 22.157042 Detection error: 0.010055780410766602 time: 5:50:28.940004
- B/E: 42 / 153 , Gen_loss: -0.37505937 MI_loss: 22.699636 Detection error: 0.010041415691375732 time: 5:50:29.818597
- B/E: 43 / 153 , Gen_loss: -0.35805652 MI_loss: 21.690157 Detection error: 0.010043323040008545 time: 5:50:30.699385
- B/E: 44 / 153 , Gen_loss: -0.3460625 MI_loss: 21.069826 Detection error: 0.010058999061584473 time: 5:50:31.573871
- B/E: 45 / 153 , Gen_loss: -0.35722637 MI_loss: 21.601513 Detection error: 0.01006859540939331 time: 5:50:32.373539
- B/E: 46 / 153 , Gen_loss: -0.35301593 MI_loss: 21.48843 Detection error: 0.010079801082611084 time: 5:50:33.187026
- B/E: 47 / 153 , Gen_loss: -0.35490927 MI_loss: 21.51803 Detection error: 0.010074198246002197 time: 5:50:33.985420
- B/E: 48 / 153 , Gen_loss: -0.3589003 MI_loss: 21.821854 Detection error: 0.010091185569763184 time: 5:50:34.865338
- B/E: 49 / 153 , Gen_loss: -0.35770962 MI_loss: 21.50111 Detection error: 0.010104358196258545 time: 5:50:35.747986
- B/E: 50 / 153 , Gen_loss: -0.350543 MI_loss: 21.291592 Detection error: 0.010107815265655518 time: 5:50:36.631821
- B/E: 51 / 153 , Gen_loss: -0.35530528 MI_loss: 21.666355 Detection error: 0.01010817289352417 time: 5:50:37.509111
- B/E: 52 / 153 , Gen_loss: -0.35626486 MI_loss: 21.42746 Detection error: 0.010095536708831787 time: 5:50:38.477046
- B/E: 53 / 153 , Gen_loss: -0.36764967 MI_loss: 22.161713 Detection error: 0.010108768939971924 time: 5:50:39.361801
- B/E: 54 / 153 , Gen_loss: -0.3591898 MI_loss: 21.773685 Detection error: 0.010109663009643555 time: 5:50:40.245811
- B/E: 55 / 153 , Gen_loss: -0.35703167 MI_loss: 21.645243 Detection error: 0.010086476802825928 time: 5:50:41.128178
- B/E: 56 / 153 , Gen_loss: -0.3631276 MI_loss: 21.937286 Detection error: 0.010069608688354492 time: 5:50:42.007232
- B/E: 57 / 153 , Gen_loss: -0.36522582 MI_loss: 22.166084 Detection error: 0.010074913501739502 time: 5:50:42.890770
- B/E: 58 / 153 , Gen_loss: -0.3581854 MI_loss: 21.665386 Detection error: 0.010056674480438232 time: 5:50:43.776505
- B/E: 59 / 153 , Gen_loss: -0.35731506 MI_loss: 21.868418 Detection error: 0.010093748569488525 time: 5:50:44.584055
- B/E: 60 / 153 , Gen_loss: -0.3676035 MI_loss: 22.12268 Detection error: 0.010086596012115479 time: 5:50:45.356114
- B/E: 61 / 153 , Gen_loss: -0.35159183 MI_loss: 21.270964 Detection error: 0.010077595710754395 time: 5:50:46.123003
- B/E: 62 / 153 , Gen_loss: -0.3604374 MI_loss: 21.973124 Detection error: 0.010082840919494629 time: 5:50:46.895215
- B/E: 63 / 153 , Gen_loss: -0.34786174 MI_loss: 20.912964 Detection error: 0.010084986686706543 time: 5:50:47.669224
- B/E: 64 / 153 , Gen_loss: -0.36565807 MI_loss: 22.11027 Detection error: 0.010077893733978271 time: 5:50:48.438424
- B/E: 65 / 153 , Gen_loss: -0.3574414 MI_loss: 21.746815 Detection error: 0.010084748268127441 time: 5:50:49.246539
- B/E: 66 / 153 , Gen_loss: -0.37014556 MI_loss: 22.482676 Detection error: 0.010082066059112549 time: 5:50:50.033189
- B/E: 67 / 153 , Gen_loss: -0.35651922 MI_loss: 21.443195 Detection error: 0.010073065757751465 time: 5:50:50.838144
- B/E: 68 / 153 , Gen_loss: -0.36305842 MI_loss: 22.081932 Detection error: 0.010074257850646973 time: 5:50:51.686335
- B/E: 69 / 153 , Gen_loss: -0.35760614 MI_loss: 21.673307 Detection error: 0.010081231594085693 time: 5:50:52.458433
- B/E: 70 / 153 , Gen_loss: -0.36387846 MI_loss: 22.028229 Detection error: 0.010074794292449951 time: 5:50:53.226532
- B/E: 71 / 153 , Gen_loss: -0.34829637 MI_loss: 21.20091 Detection error: 0.010074198246002197 time: 5:50:54.104525
- B/E: 72 / 153 , Gen_loss: -0.35898587 MI_loss: 21.692242 Detection error: 0.010076642036437988 time: 5:50:55.024508
- B/E: 73 / 153 , Gen_loss: -0.36143318 MI_loss: 21.812975 Detection error: 0.01007390022277832 time: 5:50:55.903534
- B/E: 74 / 153 , Gen_loss: -0.3526527 MI_loss: 21.520138 Detection error: 0.01007455587387085 time: 5:50:56.807503
- B/E: 75 / 153 , Gen_loss: -0.3491306 MI_loss: 21.188887 Detection error: 0.010062932968139648 time: 5:50:57.686816
- B/E: 76 / 153 , Gen_loss: -0.36469314 MI_loss: 22.161348 Detection error: 0.01006859540939331 time: 5:50:58.566058
- B/E: 77 / 153 , Gen_loss: -0.35694614 MI_loss: 21.675516 Detection error: 0.010063707828521729 time: 5:50:59.446149
- B/E: 78 / 153 , Gen_loss: -0.36177972 MI_loss: 21.796413 Detection error: 0.010061323642730713 time: 5:51:00.332950
- B/E: 79 / 153 , Gen_loss: -0.35766917 MI_loss: 21.653076 Detection error: 0.010069549083709717 time: 5:51:01.244198
- B/E: 80 / 153 , Gen_loss: -0.35929957 MI_loss: 21.772717 Detection error: 0.01007908582687378 time: 5:51:02.126204
- B/E: 81 / 153 , Gen_loss: -0.36318317 MI_loss: 21.938229 Detection error: 0.010066688060760498 time: 5:51:03.006440
- B/E: 82 / 153 , Gen_loss: -0.35921004 MI_loss: 21.766804 Detection error: 0.010064005851745605 time: 5:51:03.899499
- B/E: 83 / 153 , Gen_loss: -0.36031917 MI_loss: 21.846962 Detection error: 0.01007068157196045 time: 5:51:04.804437
- B/E: 84 / 153 , Gen_loss: -0.3547448 MI_loss: 21.40963 Detection error: 0.010063230991363525 time: 5:51:05.776066
- B/E: 85 / 153 , Gen_loss: -0.34974027 MI_loss: 21.13572 Detection error: 0.010043978691101074 time: 5:51:06.656013
- B/E: 86 / 153 , Gen_loss: -0.35558316 MI_loss: 21.46885 Detection error: 0.01004093885421753 time: 5:51:07.539780
- B/E: 87 / 153 , Gen_loss: -0.362963 MI_loss: 21.957043 Detection error: 0.010031580924987793 time: 5:51:08.423235
- B/E: 88 / 153 , Gen_loss: -0.36680532 MI_loss: 22.206337 Detection error: 0.010020732879638672 time: 5:51:09.228710
- B/E: 89 / 153 , Gen_loss: -0.36144748 MI_loss: 22.154015 Detection error: 0.01003265380859375 time: 5:51:10.016108
- B/E: 90 / 153 , Gen_loss: -0.36673287 MI_loss: 22.119076 Detection error: 0.010027468204498291 time: 5:51:10.783367
- B/E: 91 / 153 , Gen_loss: -0.35845366 MI_loss: 21.68675 Detection error: 0.010034620761871338 time: 5:51:11.597184
- B/E: 92 / 153 , Gen_loss: -0.3495332 MI_loss: 21.065289 Detection error: 0.010025560855865479 time: 5:51:12.364156
- B/E: 93 / 153 , Gen_loss: -0.36060223 MI_loss: 21.844696 Detection error: 0.010025620460510254 time: 5:51:13.242529
- B/E: 94 / 153 , Gen_loss: -0.35395542 MI_loss: 21.686535 Detection error: 0.010038495063781738 time: 5:51:14.143650
- B/E: 95 / 153 , Gen_loss: -0.35176155 MI_loss: 21.401487 Detection error: 0.010039091110229492 time: 5:51:15.021070
- B/E: 96 / 153 , Gen_loss: -0.35058287 MI_loss: 21.285622 Detection error: 0.010042846202850342 time: 5:51:15.907157
- B/E: 97 / 153 , Gen_loss: -0.35847628 MI_loss: 21.729755 Detection error: 0.010033786296844482 time: 5:51:16.785106
- B/E: 98 / 153 , Gen_loss: -0.35001823 MI_loss: 21.132727 Detection error: 0.010020196437835693 time: 5:51:17.665024
- B/E: 99 / 153 , Gen_loss: -0.37157562 MI_loss: 22.44958 Detection error: 0.010015606880187988 time: 5:51:18.541239
- B/E: 100 / 153 , Gen_loss: -0.3656248 MI_loss: 22.185823 Detection error: 0.010018229484558105 time: 5:51:19.509791
- B/E: 101 / 153 , Gen_loss: -0.34994 MI_loss: 21.375656 Detection error: 0.010026931762695312 time: 5:51:20.395560
- B/E: 102 / 153 , Gen_loss: -0.36163744 MI_loss: 22.00521 Detection error: 0.010026097297668457 time: 5:51:21.276924
- B/E: 103 / 153 , Gen_loss: -0.3650944 MI_loss: 22.080553 Detection error: 0.01002192497253418 time: 5:51:22.158827
- B/E: 104 / 153 , Gen_loss: -0.35063332 MI_loss: 21.245224 Detection error: 0.010020554065704346 time: 5:51:23.039916
- B/E: 105 / 153 , Gen_loss: -0.34785894 MI_loss: 20.96492 Detection error: 0.010018587112426758 time: 5:51:23.919109
- B/E: 106 / 153 , Gen_loss: -0.36063334 MI_loss: 21.910688 Detection error: 0.010019540786743164 time: 5:51:24.796960
- B/E: 107 / 153 , Gen_loss: -0.36325738 MI_loss: 22.119785 Detection error: 0.010023713111877441 time: 5:51:25.680981
- B/E: 108 / 153 , Gen_loss: -0.3624163 MI_loss: 22.030533 Detection error: 0.010026931762695312 time: 5:51:26.559467
- B/E: 109 / 153 , Gen_loss: -0.35570174 MI_loss: 21.56872 Detection error: 0.01002413034439087 time: 5:51:27.438438
- B/E: 110 / 153 , Gen_loss: -0.3561691 MI_loss: 21.509285 Detection error: 0.01001352071762085 time: 5:51:28.337133
- B/E: 111 / 153 , Gen_loss: -0.35711586 MI_loss: 21.631365 Detection error: 0.010014533996582031 time: 5:51:29.224936
- B/E: 112 / 153 , Gen_loss: -0.35929424 MI_loss: 21.82678 Detection error: 0.010018527507781982 time: 5:51:30.105457
- B/E: 113 / 153 , Gen_loss: -0.36399347 MI_loss: 22.150438 Detection error: 0.010021626949310303 time: 5:51:30.980173
- B/E: 114 / 153 , Gen_loss: -0.3564118 MI_loss: 21.551697 Detection error: 0.010016858577728271 time: 5:51:31.859591
- B/E: 115 / 153 , Gen_loss: -0.36186016 MI_loss: 21.821537 Detection error: 0.010013997554779053 time: 5:51:32.737758
- B/E: 116 / 153 , Gen_loss: -0.35521552 MI_loss: 21.573032 Detection error: 0.010016322135925293 time: 5:51:33.706570
- B/E: 117 / 153 , Gen_loss: -0.34459797 MI_loss: 20.905403 Detection error: 0.010020136833190918 time: 5:51:34.519338
- B/E: 118 / 153 , Gen_loss: -0.3521412 MI_loss: 21.209036 Detection error: 0.010014176368713379 time: 5:51:35.292965
- B/E: 119 / 153 , Gen_loss: -0.35286215 MI_loss: 21.384909 Detection error: 0.010015904903411865 time: 5:51:36.154516
- B/E: 120 / 153 , Gen_loss: -0.35633543 MI_loss: 21.722649 Detection error: 0.010012149810791016 time: 5:51:37.034018
- B/E: 121 / 153 , Gen_loss: -0.3528329 MI_loss: 21.426054 Detection error: 0.010017931461334229 time: 5:51:37.915349
- B/E: 122 / 153 , Gen_loss: -0.35792986 MI_loss: 21.829453 Detection error: 0.010011434555053711 time: 5:51:38.800735
- B/E: 123 / 153 , Gen_loss: -0.35846412 MI_loss: 21.611574 Detection error: 0.010004758834838867 time: 5:51:39.675233
- B/E: 124 / 153 , Gen_loss: -0.35576808 MI_loss: 21.611486 Detection error: 0.01000523567199707 time: 5:51:40.552215
- B/E: 125 / 153 , Gen_loss: -0.35930836 MI_loss: 21.767977 Detection error: 0.010003447532653809 time: 5:51:41.433477
- B/E: 126 / 153 , Gen_loss: -0.3481533 MI_loss: 21.100487 Detection error: 0.010015726089477539 time: 5:51:42.315904
- B/E: 127 / 153 , Gen_loss: -0.3587102 MI_loss: 21.83057 Detection error: 0.010016381740570068 time: 5:51:43.193870
- B/E: 128 / 153 , Gen_loss: -0.3570979 MI_loss: 21.678345 Detection error: 0.010018646717071533 time: 5:51:44.076637
- B/E: 129 / 153 , Gen_loss: -0.36021653 MI_loss: 21.96053 Detection error: 0.010025739669799805 time: 5:51:44.961231
- B/E: 130 / 153 , Gen_loss: -0.36679548 MI_loss: 22.258183 Detection error: 0.010030746459960938 time: 5:51:45.841109
- B/E: 131 / 153 , Gen_loss: -0.3601536 MI_loss: 21.8034 Detection error: 0.01003575325012207 time: 5:51:46.718789
- B/E: 132 / 153 , Gen_loss: -0.35575214 MI_loss: 21.52507 Detection error: 0.010031461715698242 time: 5:51:47.698607
- B/E: 133 / 153 , Gen_loss: -0.36897922 MI_loss: 22.327837 Detection error: 0.010032415390014648 time: 5:51:48.585840
- B/E: 134 / 153 , Gen_loss: -0.3484503 MI_loss: 21.287182 Detection error: 0.010040521621704102 time: 5:51:49.466125
- B/E: 135 / 153 , Gen_loss: -0.35813364 MI_loss: 21.774248 Detection error: 0.010045289993286133 time: 5:51:50.348448
- B/E: 136 / 153 , Gen_loss: -0.36054295 MI_loss: 22.026588 Detection error: 0.010044276714324951 time: 5:51:51.243724
- B/E: 137 / 153 , Gen_loss: -0.35015497 MI_loss: 21.185291 Detection error: 0.010045945644378662 time: 5:51:52.132759
- B/E: 138 / 153 , Gen_loss: -0.35234576 MI_loss: 21.649664 Detection error: 0.010050833225250244 time: 5:51:52.939502
- B/E: 139 / 153 , Gen_loss: -0.3668021 MI_loss: 22.285984 Detection error: 0.010055601596832275 time: 5:51:53.715306
- B/E: 140 / 153 , Gen_loss: -0.3531417 MI_loss: 21.412075 Detection error: 0.010056495666503906 time: 5:51:54.481107
- B/E: 141 / 153 , Gen_loss: -0.36903456 MI_loss: 22.379065 Detection error: 0.010052621364593506 time: 5:51:55.253367
- B/E: 142 / 153 , Gen_loss: -0.36490035 MI_loss: 22.143887 Detection error: 0.010055959224700928 time: 5:51:56.098268
- B/E: 143 / 153 , Gen_loss: -0.36159804 MI_loss: 21.924154 Detection error: 0.010051190853118896 time: 5:51:56.977576
- B/E: 144 / 153 , Gen_loss: -0.34949088 MI_loss: 21.305876 Detection error: 0.010063350200653076 time: 5:51:57.856708
- B/E: 145 / 153 , Gen_loss: -0.35443053 MI_loss: 21.449348 Detection error: 0.010067641735076904 time: 5:51:58.734753
- B/E: 146 / 153 , Gen_loss: -0.3599709 MI_loss: 21.710804 Detection error: 0.010070562362670898 time: 5:51:59.617934
- B/E: 147 / 153 , Gen_loss: -0.37066707 MI_loss: 22.554935 Detection error: 0.010071992874145508 time: 5:52:00.502261
- B/E: 148 / 153 , Gen_loss: -0.3435133 MI_loss: 20.775852 Detection error: 0.0100746750831604 time: 5:52:01.440287
- B/E: 149 / 153 , Gen_loss: -0.3468861 MI_loss: 21.003225 Detection error: 0.01008230447769165 time: 5:52:02.302649
-
- Test Loss: 10.289551 Test Error: 0.01075834035873413
- -----
- EPOCH: 154
- B/E: 0 / 154 , Gen_loss: -0.35008332 MI_loss: 21.325512 Detection error: 0.01078122854232788 time: 5:52:04.245934
- B/E: 1 / 154 , Gen_loss: -0.35911754 MI_loss: 21.79054 Detection error: 0.010749995708465576 time: 5:52:24.387942
- B/E: 2 / 154 , Gen_loss: -0.36344078 MI_loss: 21.900837 Detection error: 0.01015627384185791 time: 5:52:25.295766
- B/E: 3 / 154 , Gen_loss: -0.3515515 MI_loss: 21.340462 Detection error: 0.01006251573562622 time: 5:52:26.180920
- B/E: 4 / 154 , Gen_loss: -0.3616834 MI_loss: 21.929518 Detection error: 0.00993126630783081 time: 5:52:27.059248
- B/E: 5 / 154 , Gen_loss: -0.3537711 MI_loss: 21.7047 Detection error: 0.009984374046325684 time: 5:52:27.952018
- B/E: 6 / 154 , Gen_loss: -0.3598749 MI_loss: 21.848991 Detection error: 0.010116100311279297 time: 5:52:28.826360
- B/E: 7 / 154 , Gen_loss: -0.35661933 MI_loss: 21.614178 Detection error: 0.010109364986419678 time: 5:52:29.706339
- B/E: 8 / 154 , Gen_loss: -0.34997183 MI_loss: 21.19847 Detection error: 0.010006964206695557 time: 5:52:30.592093
- B/E: 9 / 154 , Gen_loss: -0.36384812 MI_loss: 22.05821 Detection error: 0.009999990463256836 time: 5:52:31.474502
- B/E: 10 / 154 , Gen_loss: -0.36223587 MI_loss: 22.096235 Detection error: 0.010017037391662598 time: 5:52:32.455439
- B/E: 11 / 154 , Gen_loss: -0.35936967 MI_loss: 21.798435 Detection error: 0.010075509548187256 time: 5:52:33.341572
- B/E: 12 / 154 , Gen_loss: -0.3633792 MI_loss: 21.973797 Detection error: 0.010180294513702393 time: 5:52:34.230857
- B/E: 13 / 154 , Gen_loss: -0.35032308 MI_loss: 21.163681 Detection error: 0.010151803493499756 time: 5:52:35.113422
- B/E: 14 / 154 , Gen_loss: -0.35672957 MI_loss: 21.539732 Detection error: 0.010089576244354248 time: 5:52:35.993726
- B/E: 15 / 154 , Gen_loss: -0.3594504 MI_loss: 21.741304 Detection error: 0.010128915309906006 time: 5:52:36.879486
- B/E: 16 / 154 , Gen_loss: -0.36402455 MI_loss: 22.178967 Detection error: 0.010060667991638184 time: 5:52:37.766821
- B/E: 17 / 154 , Gen_loss: -0.352095 MI_loss: 21.259504 Detection error: 0.010069429874420166 time: 5:52:38.588560
- B/E: 18 / 154 , Gen_loss: -0.35129136 MI_loss: 21.175667 Detection error: 0.009999990463256836 time: 5:52:39.361803
- B/E: 19 / 154 , Gen_loss: -0.3527011 MI_loss: 21.460735 Detection error: 0.010015606880187988 time: 5:52:40.172766
- B/E: 20 / 154 , Gen_loss: -0.35529283 MI_loss: 21.419346 Detection error: 0.01003718376159668 time: 5:52:40.987338
- B/E: 21 / 154 , Gen_loss: -0.34748036 MI_loss: 21.159445 Detection error: 0.010036945343017578 time: 5:52:41.790583
- B/E: 22 / 154 , Gen_loss: -0.35919222 MI_loss: 21.900509 Detection error: 0.010040760040283203 time: 5:52:42.683440
- B/E: 23 / 154 , Gen_loss: -0.36640525 MI_loss: 22.185099 Detection error: 0.010006487369537354 time: 5:52:43.601533
- B/E: 24 / 154 , Gen_loss: -0.35638314 MI_loss: 21.616905 Detection error: 0.010006248950958252 time: 5:52:44.484568
- B/E: 25 / 154 , Gen_loss: -0.35301384 MI_loss: 21.259413 Detection error: 0.010025262832641602 time: 5:52:45.447149
- B/E: 26 / 154 , Gen_loss: -0.3517012 MI_loss: 21.443497 Detection error: 0.010085642337799072 time: 5:52:46.330902
- B/E: 27 / 154 , Gen_loss: -0.36016557 MI_loss: 21.907993 Detection error: 0.0101127028465271 time: 5:52:47.213138
- B/E: 28 / 154 , Gen_loss: -0.3585561 MI_loss: 21.705812 Detection error: 0.010110974311828613 time: 5:52:48.095740
- B/E: 29 / 154 , Gen_loss: -0.35933867 MI_loss: 21.698711 Detection error: 0.010120809078216553 time: 5:52:48.998804
- B/E: 30 / 154 , Gen_loss: -0.3657718 MI_loss: 22.137337 Detection error: 0.010101795196533203 time: 5:52:49.881242
- B/E: 31 / 154 , Gen_loss: -0.3523314 MI_loss: 21.426437 Detection error: 0.010080099105834961 time: 5:52:50.765178
- B/E: 32 / 154 , Gen_loss: -0.36253947 MI_loss: 21.959064 Detection error: 0.010074794292449951 time: 5:52:51.647915
- B/E: 33 / 154 , Gen_loss: -0.3591433 MI_loss: 21.771746 Detection error: 0.010049641132354736 time: 5:52:52.521517
- B/E: 34 / 154 , Gen_loss: -0.34949327 MI_loss: 21.277279 Detection error: 0.01005178689956665 time: 5:52:53.400608
- B/E: 35 / 154 , Gen_loss: -0.34962705 MI_loss: 21.131002 Detection error: 0.010033011436462402 time: 5:52:54.281105
- B/E: 36 / 154 , Gen_loss: -0.3605566 MI_loss: 21.703415 Detection error: 0.01003122329711914 time: 5:52:55.163156
- B/E: 37 / 154 , Gen_loss: -0.36138093 MI_loss: 21.8488 Detection error: 0.010048508644104004 time: 5:52:56.042240
- B/E: 38 / 154 , Gen_loss: -0.36099285 MI_loss: 22.055496 Detection error: 0.010068118572235107 time: 5:52:56.923289
- B/E: 39 / 154 , Gen_loss: -0.3619062 MI_loss: 21.79771 Detection error: 0.010037481784820557 time: 5:52:57.803138
- B/E: 40 / 154 , Gen_loss: -0.3502372 MI_loss: 21.346321 Detection error: 0.010041892528533936 time: 5:52:58.680421
- B/E: 41 / 154 , Gen_loss: -0.3552854 MI_loss: 21.615559 Detection error: 0.01004093885421753 time: 5:52:59.657183
- B/E: 42 / 154 , Gen_loss: -0.35686418 MI_loss: 21.615871 Detection error: 0.01003122329711914 time: 5:53:00.538699
- B/E: 43 / 154 , Gen_loss: -0.34523416 MI_loss: 20.85714 Detection error: 0.010036230087280273 time: 5:53:01.419741
- B/E: 44 / 154 , Gen_loss: -0.35134476 MI_loss: 21.436287 Detection error: 0.010049283504486084 time: 5:53:02.300605
- B/E: 45 / 154 , Gen_loss: -0.36413643 MI_loss: 22.065342 Detection error: 0.010058403015136719 time: 5:53:03.184437
- B/E: 46 / 154 , Gen_loss: -0.3581829 MI_loss: 21.673748 Detection error: 0.010061144828796387 time: 5:53:04.071316
- B/E: 47 / 154 , Gen_loss: -0.35196865 MI_loss: 21.384636 Detection error: 0.010061204433441162 time: 5:53:04.955873
- B/E: 48 / 154 , Gen_loss: -0.3521042 MI_loss: 21.318237 Detection error: 0.010075271129608154 time: 5:53:05.842221
- B/E: 49 / 154 , Gen_loss: -0.35871318 MI_loss: 21.768467 Detection error: 0.01007997989654541 time: 5:53:06.728405
- B/E: 50 / 154 , Gen_loss: -0.35487524 MI_loss: 21.682144 Detection error: 0.010085761547088623 time: 5:53:07.534696
- B/E: 51 / 154 , Gen_loss: -0.3604327 MI_loss: 22.017633 Detection error: 0.010081708431243896 time: 5:53:08.326110
- B/E: 52 / 154 , Gen_loss: -0.35024384 MI_loss: 21.154055 Detection error: 0.01008075475692749 time: 5:53:09.143565
- B/E: 53 / 154 , Gen_loss: -0.36984488 MI_loss: 22.208797 Detection error: 0.010095477104187012 time: 5:53:09.967655
- B/E: 54 / 154 , Gen_loss: -0.35717753 MI_loss: 21.695618 Detection error: 0.010094881057739258 time: 5:53:10.822835
- B/E: 55 / 154 , Gen_loss: -0.3532152 MI_loss: 21.295685 Detection error: 0.010074198246002197 time: 5:53:11.723022
- B/E: 56 / 154 , Gen_loss: -0.35960636 MI_loss: 21.688837 Detection error: 0.010054826736450195 time: 5:53:12.568512
- B/E: 57 / 154 , Gen_loss: -0.35697484 MI_loss: 21.582367 Detection error: 0.010057628154754639 time: 5:53:13.458651
- B/E: 58 / 154 , Gen_loss: -0.35480392 MI_loss: 21.478998 Detection error: 0.010048747062683105 time: 5:53:14.345608
- B/E: 59 / 154 , Gen_loss: -0.35601822 MI_loss: 21.747232 Detection error: 0.010067164897918701 time: 5:53:15.231665
- B/E: 60 / 154 , Gen_loss: -0.35324448 MI_loss: 21.494368 Detection error: 0.010068655014038086 time: 5:53:16.036116
- B/E: 61 / 154 , Gen_loss: -0.3533282 MI_loss: 21.425142 Detection error: 0.010065019130706787 time: 5:53:16.805855
- B/E: 62 / 154 , Gen_loss: -0.36034837 MI_loss: 21.875668 Detection error: 0.010069966316223145 time: 5:53:17.572894
- B/E: 63 / 154 , Gen_loss: -0.36327338 MI_loss: 21.965267 Detection error: 0.010072290897369385 time: 5:53:18.352673
- B/E: 64 / 154 , Gen_loss: -0.36411104 MI_loss: 22.028933 Detection error: 0.01006394624710083 time: 5:53:19.119377
- B/E: 65 / 154 , Gen_loss: -0.3557346 MI_loss: 21.580254 Detection error: 0.010071992874145508 time: 5:53:19.890746
- B/E: 66 / 154 , Gen_loss: -0.35584366 MI_loss: 21.50581 Detection error: 0.010069489479064941 time: 5:53:20.661279
- B/E: 67 / 154 , Gen_loss: -0.35896274 MI_loss: 21.798426 Detection error: 0.010056078433990479 time: 5:53:21.469204
- B/E: 68 / 154 , Gen_loss: -0.35448316 MI_loss: 21.500044 Detection error: 0.010063886642456055 time: 5:53:22.238207
- B/E: 69 / 154 , Gen_loss: -0.35242203 MI_loss: 21.348083 Detection error: 0.010067880153656006 time: 5:53:23.013616
- B/E: 70 / 154 , Gen_loss: -0.36755532 MI_loss: 22.24679 Detection error: 0.010074377059936523 time: 5:53:23.782301
- B/E: 71 / 154 , Gen_loss: -0.36153725 MI_loss: 21.921429 Detection error: 0.010075092315673828 time: 5:53:24.603703
- B/E: 72 / 154 , Gen_loss: -0.36250865 MI_loss: 21.856365 Detection error: 0.010073602199554443 time: 5:53:25.379479
- B/E: 73 / 154 , Gen_loss: -0.3562693 MI_loss: 21.677502 Detection error: 0.010067999362945557 time: 5:53:26.228543
- B/E: 74 / 154 , Gen_loss: -0.36804742 MI_loss: 22.357342 Detection error: 0.010063350200653076 time: 5:53:27.044960
- B/E: 75 / 154 , Gen_loss: -0.3632127 MI_loss: 22.046766 Detection error: 0.010062932968139648 time: 5:53:27.928095
- B/E: 76 / 154 , Gen_loss: -0.35704377 MI_loss: 21.702692 Detection error: 0.010064542293548584 time: 5:53:28.805324
- B/E: 77 / 154 , Gen_loss: -0.35364273 MI_loss: 21.371334 Detection error: 0.010061323642730713 time: 5:53:29.688334
- B/E: 78 / 154 , Gen_loss: -0.35497034 MI_loss: 21.54821 Detection error: 0.010053813457489014 time: 5:53:30.569122
- B/E: 79 / 154 , Gen_loss: -0.3693377 MI_loss: 22.32462 Detection error: 0.010069549083709717 time: 5:53:31.454120
- B/E: 80 / 154 , Gen_loss: -0.34732562 MI_loss: 21.159124 Detection error: 0.010078728199005127 time: 5:53:32.334766
- B/E: 81 / 154 , Gen_loss: -0.35582194 MI_loss: 21.648705 Detection error: 0.010072767734527588 time: 5:53:33.214485
- B/E: 82 / 154 , Gen_loss: -0.36094025 MI_loss: 21.841328 Detection error: 0.010065913200378418 time: 5:53:34.133732
- B/E: 83 / 154 , Gen_loss: -0.36098254 MI_loss: 21.98959 Detection error: 0.010068833827972412 time: 5:53:35.024339
- B/E: 84 / 154 , Gen_loss: -0.3433175 MI_loss: 20.795864 Detection error: 0.0100669264793396 time: 5:53:35.907313
- B/E: 85 / 154 , Gen_loss: -0.35730878 MI_loss: 21.485437 Detection error: 0.010047972202301025 time: 5:53:36.788527
- B/E: 86 / 154 , Gen_loss: -0.36051366 MI_loss: 21.829952 Detection error: 0.010046005249023438 time: 5:53:37.671573
- B/E: 87 / 154 , Gen_loss: -0.35675386 MI_loss: 21.557556 Detection error: 0.010032296180725098 time: 5:53:38.550327
- B/E: 88 / 154 , Gen_loss: -0.3559799 MI_loss: 21.517313 Detection error: 0.01002424955368042 time: 5:53:39.433206
- B/E: 89 / 154 , Gen_loss: -0.36032376 MI_loss: 21.92605 Detection error: 0.010031938552856445 time: 5:53:40.416369
- B/E: 90 / 154 , Gen_loss: -0.36576796 MI_loss: 22.170198 Detection error: 0.010035395622253418 time: 5:53:41.309950
- B/E: 91 / 154 , Gen_loss: -0.35324037 MI_loss: 21.482325 Detection error: 0.010037362575531006 time: 5:53:42.191033
- B/E: 92 / 154 , Gen_loss: -0.34214175 MI_loss: 20.772564 Detection error: 0.010024845600128174 time: 5:53:43.076558
- B/E: 93 / 154 , Gen_loss: -0.3648396 MI_loss: 22.122974 Detection error: 0.01002359390258789 time: 5:53:43.972561
- B/E: 94 / 154 , Gen_loss: -0.3600203 MI_loss: 22.072819 Detection error: 0.010033905506134033 time: 5:53:44.856472
- B/E: 95 / 154 , Gen_loss: -0.3504346 MI_loss: 21.197601 Detection error: 0.010041654109954834 time: 5:53:45.733227
- B/E: 96 / 154 , Gen_loss: -0.35349566 MI_loss: 21.478455 Detection error: 0.010039329528808594 time: 5:53:46.617827
- B/E: 97 / 154 , Gen_loss: -0.3494147 MI_loss: 21.193823 Detection error: 0.01003122329711914 time: 5:53:47.392517
- B/E: 98 / 154 , Gen_loss: -0.36117303 MI_loss: 21.877748 Detection error: 0.010019242763519287 time: 5:53:48.274750
- B/E: 99 / 154 , Gen_loss: -0.35822442 MI_loss: 21.679504 Detection error: 0.010016262531280518 time: 5:53:49.166306
- B/E: 100 / 154 , Gen_loss: -0.35349548 MI_loss: 21.342834 Detection error: 0.010017633438110352 time: 5:53:50.057220
- B/E: 101 / 154 , Gen_loss: -0.35604173 MI_loss: 21.634022 Detection error: 0.01002269983291626 time: 5:53:50.950433
- B/E: 102 / 154 , Gen_loss: -0.35573983 MI_loss: 21.521923 Detection error: 0.010023355484008789 time: 5:53:51.850545
- B/E: 103 / 154 , Gen_loss: -0.36704886 MI_loss: 22.206743 Detection error: 0.010015904903411865 time: 5:53:52.762378
- B/E: 104 / 154 , Gen_loss: -0.35429588 MI_loss: 21.448444 Detection error: 0.010023832321166992 time: 5:53:53.661632
- B/E: 105 / 154 , Gen_loss: -0.34689274 MI_loss: 20.987286 Detection error: 0.010021805763244629 time: 5:53:54.639057
- B/E: 106 / 154 , Gen_loss: -0.3547973 MI_loss: 21.563995 Detection error: 0.010023951530456543 time: 5:53:55.531592
- B/E: 107 / 154 , Gen_loss: -0.36090952 MI_loss: 21.861038 Detection error: 0.010028660297393799 time: 5:53:56.425970
- B/E: 108 / 154 , Gen_loss: -0.36604038 MI_loss: 22.326263 Detection error: 0.010028660297393799 time: 5:53:57.316788
- B/E: 109 / 154 , Gen_loss: -0.3612595 MI_loss: 21.906307 Detection error: 0.010025262832641602 time: 5:53:58.209594
- B/E: 110 / 154 , Gen_loss: -0.36140144 MI_loss: 21.788643 Detection error: 0.010020256042480469 time: 5:53:59.125881
- B/E: 111 / 154 , Gen_loss: -0.35679752 MI_loss: 21.788275 Detection error: 0.010017871856689453 time: 5:54:00.027376
- B/E: 112 / 154 , Gen_loss: -0.36905268 MI_loss: 22.29481 Detection error: 0.01001739501953125 time: 5:54:00.921224
- B/E: 113 / 154 , Gen_loss: -0.3575492 MI_loss: 21.868778 Detection error: 0.010022759437561035 time: 5:54:01.812609
- B/E: 114 / 154 , Gen_loss: -0.3451841 MI_loss: 20.98663 Detection error: 0.010021209716796875 time: 5:54:02.709672
- B/E: 115 / 154 , Gen_loss: -0.3559922 MI_loss: 21.653404 Detection error: 0.010016143321990967 time: 5:54:03.604058
- B/E: 116 / 154 , Gen_loss: -0.36406448 MI_loss: 22.037046 Detection error: 0.010019779205322266 time: 5:54:04.499023
- B/E: 117 / 154 , Gen_loss: -0.34998193 MI_loss: 21.37896 Detection error: 0.010020136833190918 time: 5:54:05.411659
- B/E: 118 / 154 , Gen_loss: -0.3626937 MI_loss: 21.99798 Detection error: 0.0100136399269104 time: 5:54:06.305110
- B/E: 119 / 154 , Gen_loss: -0.35511348 MI_loss: 21.448917 Detection error: 0.010010957717895508 time: 5:54:07.198493
- B/E: 120 / 154 , Gen_loss: -0.3577113 MI_loss: 21.84424 Detection error: 0.010013699531555176 time: 5:54:08.089380
- B/E: 121 / 154 , Gen_loss: -0.3560498 MI_loss: 21.680614 Detection error: 0.010016381740570068 time: 5:54:09.079115
- B/E: 122 / 154 , Gen_loss: -0.3595526 MI_loss: 21.673342 Detection error: 0.010011672973632812 time: 5:54:09.978039
- B/E: 123 / 154 , Gen_loss: -0.35060015 MI_loss: 21.23581 Detection error: 0.010004281997680664 time: 5:54:10.871751
- B/E: 124 / 154 , Gen_loss: -0.36138093 MI_loss: 22.021603 Detection error: 0.010003745555877686 time: 5:54:11.764243
- B/E: 125 / 154 , Gen_loss: -0.35992354 MI_loss: 21.948162 Detection error: 0.010002732276916504 time: 5:54:12.661418
- B/E: 126 / 154 , Gen_loss: -0.34791288 MI_loss: 21.203363 Detection error: 0.010013997554779053 time: 5:54:13.556271
- B/E: 127 / 154 , Gen_loss: -0.34895712 MI_loss: 21.195219 Detection error: 0.010011255741119385 time: 5:54:14.453415
- B/E: 128 / 154 , Gen_loss: -0.3530519 MI_loss: 21.339539 Detection error: 0.01001596450805664 time: 5:54:15.351919
- B/E: 129 / 154 , Gen_loss: -0.35958606 MI_loss: 21.837357 Detection error: 0.010021865367889404 time: 5:54:16.245408
- B/E: 130 / 154 , Gen_loss: -0.3712154 MI_loss: 22.371078 Detection error: 0.01002812385559082 time: 5:54:17.139278
- B/E: 131 / 154 , Gen_loss: -0.36449146 MI_loss: 22.1336 Detection error: 0.010035276412963867 time: 5:54:18.031696
- B/E: 132 / 154 , Gen_loss: -0.35577056 MI_loss: 21.49373 Detection error: 0.010029613971710205 time: 5:54:18.929805
- B/E: 133 / 154 , Gen_loss: -0.36261523 MI_loss: 22.03534 Detection error: 0.010034501552581787 time: 5:54:19.822984
- B/E: 134 / 154 , Gen_loss: -0.35128146 MI_loss: 21.322912 Detection error: 0.010040521621704102 time: 5:54:20.718410
- B/E: 135 / 154 , Gen_loss: -0.35973576 MI_loss: 21.76608 Detection error: 0.010038137435913086 time: 5:54:21.618425
- B/E: 136 / 154 , Gen_loss: -0.37380955 MI_loss: 22.743336 Detection error: 0.010040819644927979 time: 5:54:22.514519
- B/E: 137 / 154 , Gen_loss: -0.35618192 MI_loss: 21.700844 Detection error: 0.010043919086456299 time: 5:54:23.496991
- B/E: 138 / 154 , Gen_loss: -0.3543532 MI_loss: 21.539854 Detection error: 0.010046541690826416 time: 5:54:24.395432
- B/E: 139 / 154 , Gen_loss: -0.3678647 MI_loss: 22.26918 Detection error: 0.01004934310913086 time: 5:54:25.289557
- B/E: 140 / 154 , Gen_loss: -0.36017874 MI_loss: 21.845596 Detection error: 0.010051846504211426 time: 5:54:26.182513
- B/E: 141 / 154 , Gen_loss: -0.36323225 MI_loss: 21.892883 Detection error: 0.010047554969787598 time: 5:54:27.076005
- B/E: 142 / 154 , Gen_loss: -0.3601706 MI_loss: 21.748354 Detection error: 0.010047614574432373 time: 5:54:27.973339
- B/E: 143 / 154 , Gen_loss: -0.3648356 MI_loss: 22.111876 Detection error: 0.010043203830718994 time: 5:54:28.867819
- B/E: 144 / 154 , Gen_loss: -0.3518244 MI_loss: 21.246521 Detection error: 0.01005321741104126 time: 5:54:29.764110
- B/E: 145 / 154 , Gen_loss: -0.35074103 MI_loss: 21.228016 Detection error: 0.010056495666503906 time: 5:54:30.645257
- B/E: 146 / 154 , Gen_loss: -0.3579883 MI_loss: 21.651957 Detection error: 0.010059118270874023 time: 5:54:31.534200
- B/E: 147 / 154 , Gen_loss: -0.36173853 MI_loss: 21.86468 Detection error: 0.010064423084259033 time: 5:54:32.342982
- B/E: 148 / 154 , Gen_loss: -0.36082175 MI_loss: 21.69226 Detection error: 0.010062932968139648 time: 5:54:33.200324
- B/E: 149 / 154 , Gen_loss: -0.3520185 MI_loss: 21.429754 Detection error: 0.010070621967315674 time: 5:54:34.101827
-
- Test Loss: 10.303643 Test Error: 0.010816693305969238
- -----
- EPOCH: 155
- B/E: 0 / 155 , Gen_loss: -0.36859423 MI_loss: 22.33537 Detection error: 0.011031270027160645 time: 5:54:36.065897
- B/E: 1 / 155 , Gen_loss: -0.34668657 MI_loss: 21.05432 Detection error: 0.010656237602233887 time: 5:54:57.406482
- B/E: 2 / 155 , Gen_loss: -0.34884843 MI_loss: 21.102058 Detection error: 0.010197937488555908 time: 5:54:58.428496
- B/E: 3 / 155 , Gen_loss: -0.36034232 MI_loss: 21.865765 Detection error: 0.009968757629394531 time: 5:54:59.332327
- B/E: 4 / 155 , Gen_loss: -0.36352447 MI_loss: 22.128618 Detection error: 0.01016247272491455 time: 5:55:00.232428
- B/E: 5 / 155 , Gen_loss: -0.35009027 MI_loss: 21.290646 Detection error: 0.010078132152557373 time: 5:55:01.042527
- B/E: 6 / 155 , Gen_loss: -0.34842655 MI_loss: 21.256012 Detection error: 0.01012498140335083 time: 5:55:01.954770
- B/E: 7 / 155 , Gen_loss: -0.3556589 MI_loss: 21.560232 Detection error: 0.01015627384185791 time: 5:55:02.848891
- B/E: 8 / 155 , Gen_loss: -0.36481276 MI_loss: 22.108673 Detection error: 0.01008683443069458 time: 5:55:03.745346
- B/E: 9 / 155 , Gen_loss: -0.3675588 MI_loss: 22.277515 Detection error: 0.010037481784820557 time: 5:55:04.651770
- B/E: 10 / 155 , Gen_loss: -0.36258465 MI_loss: 21.93671 Detection error: 0.010082364082336426 time: 5:55:05.550748
- B/E: 11 / 155 , Gen_loss: -0.35771567 MI_loss: 21.781473 Detection error: 0.010093748569488525 time: 5:55:06.442975
- B/E: 12 / 155 , Gen_loss: -0.349523 MI_loss: 21.204044 Detection error: 0.010139405727386475 time: 5:55:07.343246
- B/E: 13 / 155 , Gen_loss: -0.3572233 MI_loss: 21.803719 Detection error: 0.010140597820281982 time: 5:55:08.238950
- B/E: 14 / 155 , Gen_loss: -0.36314946 MI_loss: 22.073128 Detection error: 0.01011669635772705 time: 5:55:09.121696
- B/E: 15 / 155 , Gen_loss: -0.3656144 MI_loss: 22.215424 Detection error: 0.010134756565093994 time: 5:55:09.996945
- B/E: 16 / 155 , Gen_loss: -0.35564777 MI_loss: 21.450893 Detection error: 0.010112106800079346 time: 5:55:10.876303
- B/E: 17 / 155 , Gen_loss: -0.34698528 MI_loss: 21.073174 Detection error: 0.010083317756652832 time: 5:55:11.764984
- B/E: 18 / 155 , Gen_loss: -0.35136512 MI_loss: 21.238224 Detection error: 0.01003122329711914 time: 5:55:12.730196
- B/E: 19 / 155 , Gen_loss: -0.35039237 MI_loss: 21.079391 Detection error: 0.010035932064056396 time: 5:55:13.652804
- B/E: 20 / 155 , Gen_loss: -0.34682646 MI_loss: 21.126894 Detection error: 0.010035693645477295 time: 5:55:14.545479
- B/E: 21 / 155 , Gen_loss: -0.3514239 MI_loss: 21.397346 Detection error: 0.010039746761322021 time: 5:55:15.439035
- B/E: 22 / 155 , Gen_loss: -0.3542814 MI_loss: 21.393858 Detection error: 0.010032594203948975 time: 5:55:16.332530
- B/E: 23 / 155 , Gen_loss: -0.35691524 MI_loss: 21.452173 Detection error: 0.010020852088928223 time: 5:55:17.230321
- B/E: 24 / 155 , Gen_loss: -0.36299255 MI_loss: 21.908894 Detection error: 0.0100250244140625 time: 5:55:18.125225
- B/E: 25 / 155 , Gen_loss: -0.35318333 MI_loss: 21.435293 Detection error: 0.01002645492553711 time: 5:55:19.018793
- B/E: 26 / 155 , Gen_loss: -0.3574915 MI_loss: 21.865667 Detection error: 0.010085642337799072 time: 5:55:19.933201
- B/E: 27 / 155 , Gen_loss: -0.36292374 MI_loss: 22.147768 Detection error: 0.01010042428970337 time: 5:55:20.827179
- B/E: 28 / 155 , Gen_loss: -0.35391945 MI_loss: 21.469757 Detection error: 0.010101318359375 time: 5:55:21.642752
- B/E: 29 / 155 , Gen_loss: -0.3600157 MI_loss: 21.889868 Detection error: 0.010126054286956787 time: 5:55:22.442558
- B/E: 30 / 155 , Gen_loss: -0.35309544 MI_loss: 21.381895 Detection error: 0.01009976863861084 time: 5:55:23.354829
- B/E: 31 / 155 , Gen_loss: -0.35784593 MI_loss: 21.555065 Detection error: 0.01006251573562622 time: 5:55:24.307731
- B/E: 32 / 155 , Gen_loss: -0.35149276 MI_loss: 21.313507 Detection error: 0.010070085525512695 time: 5:55:25.085756
- B/E: 33 / 155 , Gen_loss: -0.3460079 MI_loss: 20.843689 Detection error: 0.010028481483459473 time: 5:55:25.966586
- B/E: 34 / 155 , Gen_loss: -0.35322994 MI_loss: 21.498537 Detection error: 0.010059833526611328 time: 5:55:26.865359
- B/E: 35 / 155 , Gen_loss: -0.3525967 MI_loss: 21.349087 Detection error: 0.010033011436462402 time: 5:55:27.680578
- B/E: 36 / 155 , Gen_loss: -0.3580721 MI_loss: 21.785631 Detection error: 0.010032117366790771 time: 5:55:28.585092
- B/E: 37 / 155 , Gen_loss: -0.36596835 MI_loss: 22.171247 Detection error: 0.010027945041656494 time: 5:55:29.451291
- B/E: 38 / 155 , Gen_loss: -0.36093792 MI_loss: 21.871954 Detection error: 0.010040879249572754 time: 5:55:30.263282
- B/E: 39 / 155 , Gen_loss: -0.3564271 MI_loss: 21.359417 Detection error: 0.010015606880187988 time: 5:55:31.093022
- B/E: 40 / 155 , Gen_loss: -0.3547621 MI_loss: 21.41007 Detection error: 0.010020554065704346 time: 5:55:31.870909
- B/E: 41 / 155 , Gen_loss: -0.35892567 MI_loss: 21.838799 Detection error: 0.010020077228546143 time: 5:55:32.774496
- B/E: 42 / 155 , Gen_loss: -0.35733637 MI_loss: 21.605465 Detection error: 0.010008692741394043 time: 5:55:33.665907
- B/E: 43 / 155 , Gen_loss: -0.35488015 MI_loss: 21.356602 Detection error: 0.010019183158874512 time: 5:55:34.559744
- B/E: 44 / 155 , Gen_loss: -0.3518134 MI_loss: 21.398003 Detection error: 0.010038197040557861 time: 5:55:35.455556
- B/E: 45 / 155 , Gen_loss: -0.3564351 MI_loss: 21.613895 Detection error: 0.010035336017608643 time: 5:55:36.360410
- B/E: 46 / 155 , Gen_loss: -0.3599398 MI_loss: 21.782692 Detection error: 0.010049223899841309 time: 5:55:37.255260
- B/E: 47 / 155 , Gen_loss: -0.35497192 MI_loss: 21.45119 Detection error: 0.010047554969787598 time: 5:55:38.154696
- B/E: 48 / 155 , Gen_loss: -0.36224857 MI_loss: 21.98156 Detection error: 0.01005929708480835 time: 5:55:39.136672
- B/E: 49 / 155 , Gen_loss: -0.35558403 MI_loss: 21.628365 Detection error: 0.01006937026977539 time: 5:55:40.033115
- B/E: 50 / 155 , Gen_loss: -0.35303175 MI_loss: 21.496038 Detection error: 0.010075986385345459 time: 5:55:40.928961
- B/E: 51 / 155 , Gen_loss: -0.36022893 MI_loss: 21.936808 Detection error: 0.010076344013214111 time: 5:55:41.856351
- B/E: 52 / 155 , Gen_loss: -0.36105943 MI_loss: 21.778234 Detection error: 0.010072529315948486 time: 5:55:42.750290
- B/E: 53 / 155 , Gen_loss: -0.3640709 MI_loss: 22.045095 Detection error: 0.010080456733703613 time: 5:55:43.647416
- B/E: 54 / 155 , Gen_loss: -0.3627108 MI_loss: 21.990505 Detection error: 0.010080099105834961 time: 5:55:44.543142
- B/E: 55 / 155 , Gen_loss: -0.36633036 MI_loss: 22.131844 Detection error: 0.010064184665679932 time: 5:55:45.439823
- B/E: 56 / 155 , Gen_loss: -0.34807548 MI_loss: 21.051899 Detection error: 0.010044395923614502 time: 5:55:46.333767
- B/E: 57 / 155 , Gen_loss: -0.36075795 MI_loss: 21.774754 Detection error: 0.010047972202301025 time: 5:55:47.225610
- B/E: 58 / 155 , Gen_loss: -0.35561842 MI_loss: 21.678663 Detection error: 0.010042369365692139 time: 5:55:48.107778
- B/E: 59 / 155 , Gen_loss: -0.3637746 MI_loss: 22.09823 Detection error: 0.010049998760223389 time: 5:55:48.992948
- B/E: 60 / 155 , Gen_loss: -0.36441377 MI_loss: 22.14768 Detection error: 0.010049700736999512 time: 5:55:49.835395
- B/E: 61 / 155 , Gen_loss: -0.3516942 MI_loss: 21.355131 Detection error: 0.010057449340820312 time: 5:55:50.651987
- B/E: 62 / 155 , Gen_loss: -0.36854053 MI_loss: 22.301422 Detection error: 0.01005256175994873 time: 5:55:51.444414
- B/E: 63 / 155 , Gen_loss: -0.3596311 MI_loss: 21.925533 Detection error: 0.010053694248199463 time: 5:55:52.400172
- B/E: 64 / 155 , Gen_loss: -0.3659774 MI_loss: 22.177588 Detection error: 0.010045170783996582 time: 5:55:53.285433
- B/E: 65 / 155 , Gen_loss: -0.35746613 MI_loss: 21.72964 Detection error: 0.010043561458587646 time: 5:55:54.167337
- B/E: 66 / 155 , Gen_loss: -0.36164725 MI_loss: 21.943106 Detection error: 0.010053157806396484 time: 5:55:55.048316
- B/E: 67 / 155 , Gen_loss: -0.3585637 MI_loss: 21.52875 Detection error: 0.010046899318695068 time: 5:55:55.929903
- B/E: 68 / 155 , Gen_loss: -0.35032696 MI_loss: 21.36536 Detection error: 0.010053873062133789 time: 5:55:56.807732
- B/E: 69 / 155 , Gen_loss: -0.36133447 MI_loss: 21.921175 Detection error: 0.010060250759124756 time: 5:55:57.708346
- B/E: 70 / 155 , Gen_loss: -0.3584426 MI_loss: 21.59026 Detection error: 0.010055899620056152 time: 5:55:58.600082
- B/E: 71 / 155 , Gen_loss: -0.3533488 MI_loss: 21.475515 Detection error: 0.010054707527160645 time: 5:55:59.484395
- B/E: 72 / 155 , Gen_loss: -0.36724368 MI_loss: 22.244051 Detection error: 0.010058224201202393 time: 5:56:00.288624
- B/E: 73 / 155 , Gen_loss: -0.3547988 MI_loss: 21.448282 Detection error: 0.01005023717880249 time: 5:56:01.059015
- B/E: 74 / 155 , Gen_loss: -0.3522298 MI_loss: 21.32653 Detection error: 0.010050833225250244 time: 5:56:01.927433
- B/E: 75 / 155 , Gen_loss: -0.3508583 MI_loss: 21.296455 Detection error: 0.010043978691101074 time: 5:56:02.806819
- B/E: 76 / 155 , Gen_loss: -0.35768494 MI_loss: 21.80369 Detection error: 0.010045468807220459 time: 5:56:03.684040
- B/E: 77 / 155 , Gen_loss: -0.36102167 MI_loss: 21.889906 Detection error: 0.010049700736999512 time: 5:56:04.570791
- B/E: 78 / 155 , Gen_loss: -0.35700366 MI_loss: 21.62186 Detection error: 0.010039150714874268 time: 5:56:05.406248
- B/E: 79 / 155 , Gen_loss: -0.36433828 MI_loss: 21.937504 Detection error: 0.010056614875793457 time: 5:56:06.364408
- B/E: 80 / 155 , Gen_loss: -0.36891812 MI_loss: 22.310877 Detection error: 0.010061323642730713 time: 5:56:07.240679
- B/E: 81 / 155 , Gen_loss: -0.35393795 MI_loss: 21.437847 Detection error: 0.010052978992462158 time: 5:56:08.122771
- B/E: 82 / 155 , Gen_loss: -0.35496327 MI_loss: 21.61979 Detection error: 0.010052323341369629 time: 5:56:09.000644
- B/E: 83 / 155 , Gen_loss: -0.35906526 MI_loss: 21.546816 Detection error: 0.010055065155029297 time: 5:56:09.875718
- B/E: 84 / 155 , Gen_loss: -0.34521 MI_loss: 20.86242 Detection error: 0.010045230388641357 time: 5:56:10.759699
- B/E: 85 / 155 , Gen_loss: -0.35476547 MI_loss: 21.312458 Detection error: 0.010021448135375977 time: 5:56:11.637837
- B/E: 86 / 155 , Gen_loss: -0.34902123 MI_loss: 21.071274 Detection error: 0.010026931762695312 time: 5:56:12.516605
- B/E: 87 / 155 , Gen_loss: -0.3589787 MI_loss: 21.785742 Detection error: 0.01000887155532837 time: 5:56:13.390343
- B/E: 88 / 155 , Gen_loss: -0.35497022 MI_loss: 21.521233 Detection error: 0.01000070571899414 time: 5:56:14.277365
- B/E: 89 / 155 , Gen_loss: -0.36043444 MI_loss: 21.793652 Detection error: 0.010004520416259766 time: 5:56:15.160028
- B/E: 90 / 155 , Gen_loss: -0.34677285 MI_loss: 20.927338 Detection error: 0.010006546974182129 time: 5:56:16.036871
- B/E: 91 / 155 , Gen_loss: -0.35917324 MI_loss: 21.691895 Detection error: 0.010009825229644775 time: 5:56:16.916569
- B/E: 92 / 155 , Gen_loss: -0.36024678 MI_loss: 21.810158 Detection error: 0.010001003742218018 time: 5:56:17.797763
- B/E: 93 / 155 , Gen_loss: -0.35799804 MI_loss: 21.850256 Detection error: 0.009998679161071777 time: 5:56:18.676682
- B/E: 94 / 155 , Gen_loss: -0.3624941 MI_loss: 21.9859 Detection error: 0.010014474391937256 time: 5:56:19.555467
- B/E: 95 / 155 , Gen_loss: -0.35972008 MI_loss: 21.853228 Detection error: 0.010019183158874512 time: 5:56:20.524446
- B/E: 96 / 155 , Gen_loss: -0.35655499 MI_loss: 21.5726 Detection error: 0.010017693042755127 time: 5:56:21.409086
- B/E: 97 / 155 , Gen_loss: -0.35467514 MI_loss: 21.38349 Detection error: 0.010007679462432861 time: 5:56:22.294614
- B/E: 98 / 155 , Gen_loss: -0.364316 MI_loss: 22.083813 Detection error: 0.009997785091400146 time: 5:56:23.171750
- B/E: 99 / 155 , Gen_loss: -0.36361572 MI_loss: 21.89436 Detection error: 0.009993135929107666 time: 5:56:24.054126
- B/E: 100 / 155 , Gen_loss: -0.3631489 MI_loss: 22.00197 Detection error: 0.009999096393585205 time: 5:56:24.935163
- B/E: 101 / 155 , Gen_loss: -0.35179496 MI_loss: 21.242409 Detection error: 0.010001540184020996 time: 5:56:25.814877
- B/E: 102 / 155 , Gen_loss: -0.36075255 MI_loss: 21.888632 Detection error: 0.009998798370361328 time: 5:56:26.701087
- B/E: 103 / 155 , Gen_loss: -0.35577473 MI_loss: 21.68534 Detection error: 0.009999096393585205 time: 5:56:27.582842
- B/E: 104 / 155 , Gen_loss: -0.34826273 MI_loss: 21.182367 Detection error: 0.009999990463256836 time: 5:56:28.462047
- B/E: 105 / 155 , Gen_loss: -0.3518805 MI_loss: 21.323137 Detection error: 0.009998798370361328 time: 5:56:29.364492
- B/E: 106 / 155 , Gen_loss: -0.35426217 MI_loss: 21.348774 Detection error: 0.010000288486480713 time: 5:56:30.248646
- B/E: 107 / 155 , Gen_loss: -0.34517172 MI_loss: 20.900402 Detection error: 0.010003209114074707 time: 5:56:31.129143
- B/E: 108 / 155 , Gen_loss: -0.3696924 MI_loss: 22.261654 Detection error: 0.010003745555877686 time: 5:56:32.009727
- B/E: 109 / 155 , Gen_loss: -0.3617235 MI_loss: 21.920938 Detection error: 0.010007679462432861 time: 5:56:32.895151
- B/E: 110 / 155 , Gen_loss: -0.36231172 MI_loss: 21.805473 Detection error: 0.009997189044952393 time: 5:56:33.775088
- B/E: 111 / 155 , Gen_loss: -0.36575955 MI_loss: 22.266325 Detection error: 0.009999692440032959 time: 5:56:34.736704
- B/E: 112 / 155 , Gen_loss: -0.356546 MI_loss: 21.359505 Detection error: 0.009994208812713623 time: 5:56:35.641117
- B/E: 113 / 155 , Gen_loss: -0.35928062 MI_loss: 21.838581 Detection error: 0.010002493858337402 time: 5:56:36.525179
- B/E: 114 / 155 , Gen_loss: -0.35346532 MI_loss: 21.587742 Detection error: 0.010003805160522461 time: 5:56:37.403532
- B/E: 115 / 155 , Gen_loss: -0.36214486 MI_loss: 21.955036 Detection error: 0.009997308254241943 time: 5:56:38.284977
- B/E: 116 / 155 , Gen_loss: -0.3506486 MI_loss: 21.323103 Detection error: 0.009994685649871826 time: 5:56:39.174707
- B/E: 117 / 155 , Gen_loss: -0.35598007 MI_loss: 21.523987 Detection error: 0.010001599788665771 time: 5:56:40.053681
- B/E: 118 / 155 , Gen_loss: -0.35696855 MI_loss: 21.607843 Detection error: 0.009994208812713623 time: 5:56:40.959269
- B/E: 119 / 155 , Gen_loss: -0.35656592 MI_loss: 21.581015 Detection error: 0.009994268417358398 time: 5:56:41.838140
- B/E: 120 / 155 , Gen_loss: -0.35039523 MI_loss: 21.287315 Detection error: 0.009994328022003174 time: 5:56:42.718727
- B/E: 121 / 155 , Gen_loss: -0.3553886 MI_loss: 21.576283 Detection error: 0.010003328323364258 time: 5:56:43.597175
- B/E: 122 / 155 , Gen_loss: -0.3566554 MI_loss: 21.608397 Detection error: 0.009996950626373291 time: 5:56:44.480578
- B/E: 123 / 155 , Gen_loss: -0.359262 MI_loss: 21.595787 Detection error: 0.009988903999328613 time: 5:56:45.296580
- B/E: 124 / 155 , Gen_loss: -0.36087582 MI_loss: 22.001806 Detection error: 0.009992480278015137 time: 5:56:46.067999
- B/E: 125 / 155 , Gen_loss: -0.35826725 MI_loss: 21.708277 Detection error: 0.009990572929382324 time: 5:56:46.842566
- B/E: 126 / 155 , Gen_loss: -0.36164272 MI_loss: 22.004524 Detection error: 0.010000467300415039 time: 5:56:47.608163
- B/E: 127 / 155 , Gen_loss: -0.35877147 MI_loss: 21.851915 Detection error: 0.009996354579925537 time: 5:56:48.479742
- B/E: 128 / 155 , Gen_loss: -0.35793626 MI_loss: 21.829208 Detection error: 0.010003864765167236 time: 5:56:49.356465
- B/E: 129 / 155 , Gen_loss: -0.36058676 MI_loss: 21.966131 Detection error: 0.010010361671447754 time: 5:56:50.232994
- B/E: 130 / 155 , Gen_loss: -0.3590992 MI_loss: 21.807026 Detection error: 0.010015249252319336 time: 5:56:51.104379
- B/E: 131 / 155 , Gen_loss: -0.35791886 MI_loss: 21.60011 Detection error: 0.01001894474029541 time: 5:56:51.880461
- B/E: 132 / 155 , Gen_loss: -0.36388153 MI_loss: 22.10092 Detection error: 0.010013878345489502 time: 5:56:52.649732
- B/E: 133 / 155 , Gen_loss: -0.37223545 MI_loss: 22.777262 Detection error: 0.0100172758102417 time: 5:56:53.419447
- B/E: 134 / 155 , Gen_loss: -0.3556082 MI_loss: 21.618114 Detection error: 0.010024547576904297 time: 5:56:54.188955
- B/E: 135 / 155 , Gen_loss: -0.36768872 MI_loss: 22.284557 Detection error: 0.010026633739471436 time: 5:56:55.046104
- B/E: 136 / 155 , Gen_loss: -0.35353425 MI_loss: 21.568033 Detection error: 0.010028719902038574 time: 5:56:55.920955
- B/E: 137 / 155 , Gen_loss: -0.35848477 MI_loss: 21.758823 Detection error: 0.010030090808868408 time: 5:56:56.818413
- B/E: 138 / 155 , Gen_loss: -0.36338532 MI_loss: 22.000406 Detection error: 0.010033488273620605 time: 5:56:57.697313
- B/E: 139 / 155 , Gen_loss: -0.35782626 MI_loss: 21.798004 Detection error: 0.010034143924713135 time: 5:56:58.583505
- B/E: 140 / 155 , Gen_loss: -0.3620254 MI_loss: 21.840328 Detection error: 0.010038316249847412 time: 5:56:59.460001
- B/E: 141 / 155 , Gen_loss: -0.35335597 MI_loss: 21.301628 Detection error: 0.010037422180175781 time: 5:57:00.338853
- B/E: 142 / 155 , Gen_loss: -0.36313018 MI_loss: 22.02072 Detection error: 0.010038673877716064 time: 5:57:01.142942
- B/E: 143 / 155 , Gen_loss: -0.3592169 MI_loss: 21.684883 Detection error: 0.01003122329711914 time: 5:57:01.991603
- B/E: 144 / 155 , Gen_loss: -0.35529044 MI_loss: 21.576567 Detection error: 0.010043561458587646 time: 5:57:02.764773
- B/E: 145 / 155 , Gen_loss: -0.35558614 MI_loss: 21.444723 Detection error: 0.010050058364868164 time: 5:57:03.530437
- B/E: 146 / 155 , Gen_loss: -0.3521578 MI_loss: 21.352541 Detection error: 0.010054409503936768 time: 5:57:04.375451
- B/E: 147 / 155 , Gen_loss: -0.36484176 MI_loss: 22.203348 Detection error: 0.010058701038360596 time: 5:57:05.147766
- B/E: 148 / 155 , Gen_loss: -0.36809576 MI_loss: 22.222902 Detection error: 0.010057449340820312 time: 5:57:06.011644
- B/E: 149 / 155 , Gen_loss: -0.36114183 MI_loss: 21.999102 Detection error: 0.010065615177154541 time: 5:57:06.891533
-
- Test Loss: 10.287102 Test Error: 0.01075834035873413
- -----
- EPOCH: 156
- B/E: 0 / 156 , Gen_loss: -0.35231304 MI_loss: 21.330267 Detection error: 0.010625004768371582 time: 5:57:08.819575
- B/E: 1 / 156 , Gen_loss: -0.34763652 MI_loss: 21.020739 Detection error: 0.010625004768371582 time: 5:57:29.186920
- B/E: 2 / 156 , Gen_loss: -0.35345414 MI_loss: 21.454863 Detection error: 0.010166645050048828 time: 5:57:30.009310
- B/E: 3 / 156 , Gen_loss: -0.34733886 MI_loss: 21.010529 Detection error: 0.01008594036102295 time: 5:57:30.775725
- B/E: 4 / 156 , Gen_loss: -0.35328147 MI_loss: 21.447025 Detection error: 0.010049998760223389 time: 5:57:31.652610
- B/E: 5 / 156 , Gen_loss: -0.35997623 MI_loss: 21.944881 Detection error: 0.010020852088928223 time: 5:57:32.633820
- B/E: 6 / 156 , Gen_loss: -0.34498847 MI_loss: 21.134499 Detection error: 0.010147333145141602 time: 5:57:33.517609
- B/E: 7 / 156 , Gen_loss: -0.36042887 MI_loss: 21.744986 Detection error: 0.010144531726837158 time: 5:57:34.398608
- B/E: 8 / 156 , Gen_loss: -0.36104682 MI_loss: 21.952171 Detection error: 0.010093748569488525 time: 5:57:35.280220
- B/E: 9 / 156 , Gen_loss: -0.3573384 MI_loss: 21.71868 Detection error: 0.010056257247924805 time: 5:57:36.163041
- B/E: 10 / 156 , Gen_loss: -0.35222358 MI_loss: 21.443405 Detection error: 0.01004260778427124 time: 5:57:37.045023
- B/E: 11 / 156 , Gen_loss: -0.34829715 MI_loss: 20.956478 Detection error: 0.010059893131256104 time: 5:57:37.928091
- B/E: 12 / 156 , Gen_loss: -0.3578947 MI_loss: 21.713161 Detection error: 0.010113000869750977 time: 5:57:38.812932
- B/E: 13 / 156 , Gen_loss: -0.3594907 MI_loss: 21.84543 Detection error: 0.010149538516998291 time: 5:57:39.697024
- B/E: 14 / 156 , Gen_loss: -0.36536586 MI_loss: 22.026497 Detection error: 0.010112524032592773 time: 5:57:40.577385
- B/E: 15 / 156 , Gen_loss: -0.3648169 MI_loss: 22.112469 Detection error: 0.010093748569488525 time: 5:57:41.458795
- B/E: 16 / 156 , Gen_loss: -0.35706067 MI_loss: 21.633585 Detection error: 0.010084569454193115 time: 5:57:42.341967
- B/E: 17 / 156 , Gen_loss: -0.357068 MI_loss: 21.543283 Detection error: 0.010076403617858887 time: 5:57:43.226374
- B/E: 18 / 156 , Gen_loss: -0.35627094 MI_loss: 21.630152 Detection error: 0.01000821590423584 time: 5:57:44.109539
- B/E: 19 / 156 , Gen_loss: -0.36410776 MI_loss: 22.09999 Detection error: 0.00998908281326294 time: 5:57:44.991587
- B/E: 20 / 156 , Gen_loss: -0.36682138 MI_loss: 22.222525 Detection error: 0.010032713413238525 time: 5:57:45.949172
- B/E: 21 / 156 , Gen_loss: -0.3625041 MI_loss: 21.994293 Detection error: 0.010019898414611816 time: 5:57:46.833993
- B/E: 22 / 156 , Gen_loss: -0.36103627 MI_loss: 21.818727 Detection error: 0.010009527206420898 time: 5:57:47.744782
- B/E: 23 / 156 , Gen_loss: -0.35475013 MI_loss: 21.296383 Detection error: 0.01001042127609253 time: 5:57:48.623412
- B/E: 24 / 156 , Gen_loss: -0.3639169 MI_loss: 22.111328 Detection error: 0.010027527809143066 time: 5:57:49.507187
- B/E: 25 / 156 , Gen_loss: -0.3564241 MI_loss: 21.544052 Detection error: 0.010025262832641602 time: 5:57:50.394709
- B/E: 26 / 156 , Gen_loss: -0.35798272 MI_loss: 21.75649 Detection error: 0.01008450984954834 time: 5:57:51.218545
- B/E: 27 / 156 , Gen_loss: -0.35882208 MI_loss: 21.78439 Detection error: 0.010101556777954102 time: 5:57:52.082907
- B/E: 28 / 156 , Gen_loss: -0.35675153 MI_loss: 21.51816 Detection error: 0.010091602802276611 time: 5:57:52.968707
- B/E: 29 / 156 , Gen_loss: -0.36079493 MI_loss: 21.919449 Detection error: 0.010126054286956787 time: 5:57:53.869026
- B/E: 30 / 156 , Gen_loss: -0.3566785 MI_loss: 21.74241 Detection error: 0.01009678840637207 time: 5:57:54.751031
- B/E: 31 / 156 , Gen_loss: -0.3525835 MI_loss: 21.287497 Detection error: 0.010072290897369385 time: 5:57:55.557731
- B/E: 32 / 156 , Gen_loss: -0.35110828 MI_loss: 21.340929 Detection error: 0.01005774736404419 time: 5:57:56.407371
- B/E: 33 / 156 , Gen_loss: -0.36223426 MI_loss: 21.984257 Detection error: 0.010042250156402588 time: 5:57:57.244939
- B/E: 34 / 156 , Gen_loss: -0.35549223 MI_loss: 21.685678 Detection error: 0.01005178689956665 time: 5:57:58.091284
- B/E: 35 / 156 , Gen_loss: -0.35571235 MI_loss: 21.475029 Detection error: 0.010046005249023438 time: 5:57:58.858957
- B/E: 36 / 156 , Gen_loss: -0.36179674 MI_loss: 21.921406 Detection error: 0.010030388832092285 time: 5:57:59.820869
- B/E: 37 / 156 , Gen_loss: -0.36791193 MI_loss: 22.375584 Detection error: 0.010036170482635498 time: 5:58:00.707424
- B/E: 38 / 156 , Gen_loss: -0.35841343 MI_loss: 21.702868 Detection error: 0.01004648208618164 time: 5:58:01.592056
- B/E: 39 / 156 , Gen_loss: -0.36136097 MI_loss: 21.900425 Detection error: 0.010040640830993652 time: 5:58:02.493568
- B/E: 40 / 156 , Gen_loss: -0.3539839 MI_loss: 21.542465 Detection error: 0.01002591848373413 time: 5:58:03.374840
- B/E: 41 / 156 , Gen_loss: -0.36235338 MI_loss: 21.987923 Detection error: 0.01003795862197876 time: 5:58:04.256476
- B/E: 42 / 156 , Gen_loss: -0.36231697 MI_loss: 22.053198 Detection error: 0.01001960039138794 time: 5:58:05.133652
- B/E: 43 / 156 , Gen_loss: -0.35290545 MI_loss: 21.481716 Detection error: 0.010018467903137207 time: 5:58:06.009339
- B/E: 44 / 156 , Gen_loss: -0.35614392 MI_loss: 21.705292 Detection error: 0.010034739971160889 time: 5:58:06.896313
- B/E: 45 / 156 , Gen_loss: -0.35868216 MI_loss: 21.764599 Detection error: 0.0100441575050354 time: 5:58:07.775593
- B/E: 46 / 156 , Gen_loss: -0.35317382 MI_loss: 21.378136 Detection error: 0.010047197341918945 time: 5:58:08.652063
- B/E: 47 / 156 , Gen_loss: -0.35886836 MI_loss: 21.689934 Detection error: 0.010037124156951904 time: 5:58:09.536888
- B/E: 48 / 156 , Gen_loss: -0.36342305 MI_loss: 22.10268 Detection error: 0.01006251573562622 time: 5:58:10.417192
- B/E: 49 / 156 , Gen_loss: -0.36866233 MI_loss: 22.454727 Detection error: 0.010065019130706787 time: 5:58:11.323205
- B/E: 50 / 156 , Gen_loss: -0.35038543 MI_loss: 21.319218 Detection error: 0.010074734687805176 time: 5:58:12.201119
- B/E: 51 / 156 , Gen_loss: -0.36974087 MI_loss: 22.521767 Detection error: 0.010083556175231934 time: 5:58:13.088960
- B/E: 52 / 156 , Gen_loss: -0.36571667 MI_loss: 22.023174 Detection error: 0.010076642036437988 time: 5:58:14.056706
- B/E: 53 / 156 , Gen_loss: -0.3619373 MI_loss: 21.883345 Detection error: 0.010097801685333252 time: 5:58:14.943331
- B/E: 54 / 156 , Gen_loss: -0.36330208 MI_loss: 21.961506 Detection error: 0.010090351104736328 time: 5:58:15.826337
- B/E: 55 / 156 , Gen_loss: -0.36123902 MI_loss: 21.86907 Detection error: 0.010072529315948486 time: 5:58:16.644925
- B/E: 56 / 156 , Gen_loss: -0.38158798 MI_loss: 23.164093 Detection error: 0.01005864143371582 time: 5:58:17.412060
- B/E: 57 / 156 , Gen_loss: -0.35495475 MI_loss: 21.400473 Detection error: 0.010051190853118896 time: 5:58:18.177848
- B/E: 58 / 156 , Gen_loss: -0.3497664 MI_loss: 21.110659 Detection error: 0.010037600994110107 time: 5:58:18.945769
- B/E: 59 / 156 , Gen_loss: -0.35062924 MI_loss: 21.273712 Detection error: 0.010059893131256104 time: 5:58:19.753503
- B/E: 60 / 156 , Gen_loss: -0.35346985 MI_loss: 21.343885 Detection error: 0.010065555572509766 time: 5:58:20.650407
- B/E: 61 / 156 , Gen_loss: -0.35752916 MI_loss: 21.670397 Detection error: 0.010060489177703857 time: 5:58:21.530028
- B/E: 62 / 156 , Gen_loss: -0.3559166 MI_loss: 21.495499 Detection error: 0.010064482688903809 time: 5:58:22.417859
- B/E: 63 / 156 , Gen_loss: -0.35334426 MI_loss: 21.412598 Detection error: 0.010074734687805176 time: 5:58:23.298112
- B/E: 64 / 156 , Gen_loss: -0.3637303 MI_loss: 22.010891 Detection error: 0.01006537675857544 time: 5:58:24.176037
- B/E: 65 / 156 , Gen_loss: -0.3564672 MI_loss: 21.471943 Detection error: 0.010068178176879883 time: 5:58:25.060101
- B/E: 66 / 156 , Gen_loss: -0.36486652 MI_loss: 22.091623 Detection error: 0.010067164897918701 time: 5:58:25.965604
- B/E: 67 / 156 , Gen_loss: -0.36982095 MI_loss: 22.367043 Detection error: 0.010058820247650146 time: 5:58:26.847484
- B/E: 68 / 156 , Gen_loss: -0.35986993 MI_loss: 21.876661 Detection error: 0.01006615161895752 time: 5:58:27.801569
- B/E: 69 / 156 , Gen_loss: -0.36215824 MI_loss: 22.0098 Detection error: 0.010069668292999268 time: 5:58:28.686375
- B/E: 70 / 156 , Gen_loss: -0.36713773 MI_loss: 22.312172 Detection error: 0.010073065757751465 time: 5:58:29.570244
- B/E: 71 / 156 , Gen_loss: -0.35623497 MI_loss: 21.588303 Detection error: 0.010076820850372314 time: 5:58:30.433791
- B/E: 72 / 156 , Gen_loss: -0.3617983 MI_loss: 22.050203 Detection error: 0.010071516036987305 time: 5:58:31.200892
- B/E: 73 / 156 , Gen_loss: -0.35981777 MI_loss: 21.740318 Detection error: 0.010066747665405273 time: 5:58:32.094653
- B/E: 74 / 156 , Gen_loss: -0.36308077 MI_loss: 22.113888 Detection error: 0.010069191455841064 time: 5:58:32.973652
- B/E: 75 / 156 , Gen_loss: -0.35280493 MI_loss: 21.498154 Detection error: 0.010063350200653076 time: 5:58:33.793016
- B/E: 76 / 156 , Gen_loss: -0.35106298 MI_loss: 21.265882 Detection error: 0.010062932968139648 time: 5:58:34.662422
- B/E: 77 / 156 , Gen_loss: -0.36331773 MI_loss: 21.944645 Detection error: 0.010060489177703857 time: 5:58:35.546732
- B/E: 78 / 156 , Gen_loss: -0.35497847 MI_loss: 21.491394 Detection error: 0.01005852222442627 time: 5:58:36.425603
- B/E: 79 / 156 , Gen_loss: -0.3554606 MI_loss: 21.512302 Detection error: 0.010068774223327637 time: 5:58:37.301097
- B/E: 80 / 156 , Gen_loss: -0.35623124 MI_loss: 21.693432 Detection error: 0.01008063554763794 time: 5:58:38.181756
- B/E: 81 / 156 , Gen_loss: -0.3656589 MI_loss: 22.083351 Detection error: 0.01007699966430664 time: 5:58:39.063474
- B/E: 82 / 156 , Gen_loss: -0.36283407 MI_loss: 21.907824 Detection error: 0.010066628456115723 time: 5:58:39.942193
- B/E: 83 / 156 , Gen_loss: -0.35430112 MI_loss: 21.527304 Detection error: 0.01007145643234253 time: 5:58:40.827334
- B/E: 84 / 156 , Gen_loss: -0.35924336 MI_loss: 21.81401 Detection error: 0.01006615161895752 time: 5:58:41.826658
- B/E: 85 / 156 , Gen_loss: -0.36508867 MI_loss: 22.053436 Detection error: 0.010046899318695068 time: 5:58:42.711955
- B/E: 86 / 156 , Gen_loss: -0.35498926 MI_loss: 21.419933 Detection error: 0.01003950834274292 time: 5:58:43.596697
- B/E: 87 / 156 , Gen_loss: -0.35026565 MI_loss: 21.2383 Detection error: 0.010030865669250488 time: 5:58:44.478579
- B/E: 88 / 156 , Gen_loss: -0.35510918 MI_loss: 21.524881 Detection error: 0.010022103786468506 time: 5:58:45.363081
- B/E: 89 / 156 , Gen_loss: -0.3596763 MI_loss: 21.819033 Detection error: 0.01003122329711914 time: 5:58:46.156344
- B/E: 90 / 156 , Gen_loss: -0.366113 MI_loss: 22.281464 Detection error: 0.010036051273345947 time: 5:58:46.942177
- B/E: 91 / 156 , Gen_loss: -0.3617079 MI_loss: 21.790653 Detection error: 0.01003330945968628 time: 5:58:47.717133
- B/E: 92 / 156 , Gen_loss: -0.356348 MI_loss: 21.349728 Detection error: 0.010017812252044678 time: 5:58:48.483059
- B/E: 93 / 156 , Gen_loss: -0.35407978 MI_loss: 21.486374 Detection error: 0.010020613670349121 time: 5:58:49.384750
- B/E: 94 / 156 , Gen_loss: -0.35570496 MI_loss: 21.773655 Detection error: 0.01003485918045044 time: 5:58:50.265374
- B/E: 95 / 156 , Gen_loss: -0.36549586 MI_loss: 22.230522 Detection error: 0.010036468505859375 time: 5:58:51.145567
- B/E: 96 / 156 , Gen_loss: -0.35243514 MI_loss: 21.39868 Detection error: 0.010035097599029541 time: 5:58:52.027908
- B/E: 97 / 156 , Gen_loss: -0.36083835 MI_loss: 21.902136 Detection error: 0.010027110576629639 time: 5:58:52.910962
- B/E: 98 / 156 , Gen_loss: -0.35848886 MI_loss: 21.734201 Detection error: 0.01001828908920288 time: 5:58:53.790210
- B/E: 99 / 156 , Gen_loss: -0.35316604 MI_loss: 21.247503 Detection error: 0.010011255741119385 time: 5:58:54.671608
- B/E: 100 / 156 , Gen_loss: -0.3558352 MI_loss: 21.718578 Detection error: 0.0100136399269104 time: 5:58:55.640635
- B/E: 101 / 156 , Gen_loss: -0.3567942 MI_loss: 21.53986 Detection error: 0.010019898414611816 time: 5:58:56.524289
- B/E: 102 / 156 , Gen_loss: -0.36003613 MI_loss: 21.719318 Detection error: 0.010023355484008789 time: 5:58:57.406331
- B/E: 103 / 156 , Gen_loss: -0.3579638 MI_loss: 21.787333 Detection error: 0.010024011135101318 time: 5:58:58.285714
- B/E: 104 / 156 , Gen_loss: -0.34864232 MI_loss: 21.016582 Detection error: 0.01002413034439087 time: 5:58:59.167506
- B/E: 105 / 156 , Gen_loss: -0.34546944 MI_loss: 21.02827 Detection error: 0.010021507740020752 time: 5:59:00.054246
- B/E: 106 / 156 , Gen_loss: -0.34993207 MI_loss: 21.165459 Detection error: 0.010026872158050537 time: 5:59:00.937029
- B/E: 107 / 156 , Gen_loss: -0.3570872 MI_loss: 21.697386 Detection error: 0.010024309158325195 time: 5:59:01.820502
- B/E: 108 / 156 , Gen_loss: -0.3570878 MI_loss: 21.676071 Detection error: 0.010028660297393799 time: 5:59:02.704086
- B/E: 109 / 156 , Gen_loss: -0.36463982 MI_loss: 22.0684 Detection error: 0.010024726390838623 time: 5:59:03.613083
- B/E: 110 / 156 , Gen_loss: -0.35871208 MI_loss: 21.583591 Detection error: 0.010014653205871582 time: 5:59:04.509968
- B/E: 111 / 156 , Gen_loss: -0.35993257 MI_loss: 21.87926 Detection error: 0.010014533996582031 time: 5:59:05.393927
- B/E: 112 / 156 , Gen_loss: -0.3625461 MI_loss: 21.902376 Detection error: 0.010014116764068604 time: 5:59:06.278880
- B/E: 113 / 156 , Gen_loss: -0.36028713 MI_loss: 22.050411 Detection error: 0.010018646717071533 time: 5:59:07.161592
- B/E: 114 / 156 , Gen_loss: -0.35120997 MI_loss: 21.430353 Detection error: 0.010019838809967041 time: 5:59:08.044401
- B/E: 115 / 156 , Gen_loss: -0.35928845 MI_loss: 21.746391 Detection error: 0.010016679763793945 time: 5:59:08.930320
- B/E: 116 / 156 , Gen_loss: -0.3621732 MI_loss: 22.046871 Detection error: 0.0100136399269104 time: 5:59:09.930909
- B/E: 117 / 156 , Gen_loss: -0.36018726 MI_loss: 21.867237 Detection error: 0.010017752647399902 time: 5:59:10.817870
- B/E: 118 / 156 , Gen_loss: -0.35200787 MI_loss: 21.348495 Detection error: 0.010014712810516357 time: 5:59:11.698490
- B/E: 119 / 156 , Gen_loss: -0.36659613 MI_loss: 22.186687 Detection error: 0.010012269020080566 time: 5:59:12.580823
- B/E: 120 / 156 , Gen_loss: -0.35247645 MI_loss: 21.467478 Detection error: 0.010010838508605957 time: 5:59:13.466132
- B/E: 121 / 156 , Gen_loss: -0.35896072 MI_loss: 21.889242 Detection error: 0.01001662015914917 time: 5:59:14.295865
- B/E: 122 / 156 , Gen_loss: -0.3621024 MI_loss: 21.871107 Detection error: 0.010012209415435791 time: 5:59:15.067971
- B/E: 123 / 156 , Gen_loss: -0.36283922 MI_loss: 21.849382 Detection error: 0.01000833511352539 time: 5:59:15.836080
- B/E: 124 / 156 , Gen_loss: -0.36223763 MI_loss: 21.930323 Detection error: 0.010004997253417969 time: 5:59:16.606697
- B/E: 125 / 156 , Gen_loss: -0.35531044 MI_loss: 21.463112 Detection error: 0.010008692741394043 time: 5:59:17.475451
- B/E: 126 / 156 , Gen_loss: -0.37150535 MI_loss: 22.633371 Detection error: 0.01001429557800293 time: 5:59:18.354214
- B/E: 127 / 156 , Gen_loss: -0.34896436 MI_loss: 21.247055 Detection error: 0.010014176368713379 time: 5:59:19.236856
- B/E: 128 / 156 , Gen_loss: -0.35403016 MI_loss: 21.531927 Detection error: 0.010019361972808838 time: 5:59:20.115737
- B/E: 129 / 156 , Gen_loss: -0.35447472 MI_loss: 21.610586 Detection error: 0.010026693344116211 time: 5:59:20.991755
- B/E: 130 / 156 , Gen_loss: -0.36487973 MI_loss: 21.994564 Detection error: 0.010029315948486328 time: 5:59:21.871980
- B/E: 131 / 156 , Gen_loss: -0.3523599 MI_loss: 21.305027 Detection error: 0.010035276412963867 time: 5:59:22.757158
- B/E: 132 / 156 , Gen_loss: -0.36195028 MI_loss: 21.75916 Detection error: 0.010032176971435547 time: 5:59:23.711527
- B/E: 133 / 156 , Gen_loss: -0.3581595 MI_loss: 21.69942 Detection error: 0.010034263134002686 time: 5:59:24.589466
- B/E: 134 / 156 , Gen_loss: -0.36116692 MI_loss: 22.040607 Detection error: 0.010044455528259277 time: 5:59:25.479083
- B/E: 135 / 156 , Gen_loss: -0.36221153 MI_loss: 21.725407 Detection error: 0.010044336318969727 time: 5:59:26.295482
- B/E: 136 / 156 , Gen_loss: -0.36327565 MI_loss: 21.92667 Detection error: 0.010044276714324951 time: 5:59:27.067465
- B/E: 137 / 156 , Gen_loss: -0.35204157 MI_loss: 21.319862 Detection error: 0.010050296783447266 time: 5:59:27.863452
- B/E: 138 / 156 , Gen_loss: -0.35369682 MI_loss: 21.483051 Detection error: 0.010054826736450195 time: 5:59:28.655355
- B/E: 139 / 156 , Gen_loss: -0.3697504 MI_loss: 22.399431 Detection error: 0.010059595108032227 time: 5:59:29.427449
- B/E: 140 / 156 , Gen_loss: -0.34305507 MI_loss: 20.81579 Detection error: 0.010060489177703857 time: 5:59:30.195954
- B/E: 141 / 156 , Gen_loss: -0.3630182 MI_loss: 22.055809 Detection error: 0.010056555271148682 time: 5:59:30.967950
- B/E: 142 / 156 , Gen_loss: -0.35607588 MI_loss: 21.554802 Detection error: 0.010055482387542725 time: 5:59:31.735895
- B/E: 143 / 156 , Gen_loss: -0.36939058 MI_loss: 22.407318 Detection error: 0.010055363178253174 time: 5:59:32.514527
- B/E: 144 / 156 , Gen_loss: -0.36471376 MI_loss: 22.187231 Detection error: 0.010063350200653076 time: 5:59:33.283235
- B/E: 145 / 156 , Gen_loss: -0.35538548 MI_loss: 21.553768 Detection error: 0.010069787502288818 time: 5:59:34.059046
- B/E: 146 / 156 , Gen_loss: -0.34926847 MI_loss: 21.19492 Detection error: 0.010071635246276855 time: 5:59:34.859021
- B/E: 147 / 156 , Gen_loss: -0.34786886 MI_loss: 21.204926 Detection error: 0.010075807571411133 time: 5:59:35.735765
- B/E: 148 / 156 , Gen_loss: -0.36521155 MI_loss: 22.2454 Detection error: 0.010075509548187256 time: 5:59:36.701329
- B/E: 149 / 156 , Gen_loss: -0.35366797 MI_loss: 21.445457 Detection error: 0.010084569454193115 time: 5:59:37.599140
-
- Test Loss: 10.288993 Test Error: 0.01077502965927124
- -----
- EPOCH: 157
- B/E: 0 / 157 , Gen_loss: -0.3557018 MI_loss: 21.59211 Detection error: 0.010656237602233887 time: 5:59:39.551988
- B/E: 1 / 157 , Gen_loss: -0.3503924 MI_loss: 21.166622 Detection error: 0.01042187213897705 time: 6:00:02.141974
- B/E: 2 / 157 , Gen_loss: -0.34923488 MI_loss: 21.089344 Detection error: 0.009968757629394531 time: 6:00:03.055336
- B/E: 3 / 157 , Gen_loss: -0.3585576 MI_loss: 21.580158 Detection error: 0.010039091110229492 time: 6:00:03.867917
- B/E: 4 / 157 , Gen_loss: -0.35039172 MI_loss: 21.104858 Detection error: 0.009981274604797363 time: 6:00:04.633381
- B/E: 5 / 157 , Gen_loss: -0.35882902 MI_loss: 22.116964 Detection error: 0.010088562965393066 time: 6:00:05.468886
- B/E: 6 / 157 , Gen_loss: -0.35879472 MI_loss: 21.908638 Detection error: 0.010147333145141602 time: 6:00:06.254130
- B/E: 7 / 157 , Gen_loss: -0.34552974 MI_loss: 20.92641 Detection error: 0.010117173194885254 time: 6:00:07.019334
- B/E: 8 / 157 , Gen_loss: -0.37182617 MI_loss: 22.494461 Detection error: 0.010097205638885498 time: 6:00:07.790259
- B/E: 9 / 157 , Gen_loss: -0.35804722 MI_loss: 21.767376 Detection error: 0.010009348392486572 time: 6:00:08.559129
- B/E: 10 / 157 , Gen_loss: -0.35895115 MI_loss: 21.679201 Detection error: 0.010073840618133545 time: 6:00:09.431725
- B/E: 11 / 157 , Gen_loss: -0.35084918 MI_loss: 21.055258 Detection error: 0.010057270526885986 time: 6:00:10.197237
- B/E: 12 / 157 , Gen_loss: -0.36269942 MI_loss: 22.090786 Detection error: 0.010141849517822266 time: 6:00:10.995523
- B/E: 13 / 157 , Gen_loss: -0.36447275 MI_loss: 22.096817 Detection error: 0.010154008865356445 time: 6:00:11.768506
- B/E: 14 / 157 , Gen_loss: -0.35995436 MI_loss: 21.703495 Detection error: 0.01010209321975708 time: 6:00:12.679111
- B/E: 15 / 157 , Gen_loss: -0.3568014 MI_loss: 21.623772 Detection error: 0.01012498140335083 time: 6:00:13.557991
- B/E: 16 / 157 , Gen_loss: -0.36804113 MI_loss: 22.184204 Detection error: 0.01006251573562622 time: 6:00:14.401380
- B/E: 17 / 157 , Gen_loss: -0.3588054 MI_loss: 21.783766 Detection error: 0.010045111179351807 time: 6:00:15.200644
- B/E: 18 / 157 , Gen_loss: -0.36026046 MI_loss: 21.56475 Detection error: 0.01000988483428955 time: 6:00:16.059656
- B/E: 19 / 157 , Gen_loss: -0.34601617 MI_loss: 21.016064 Detection error: 0.010007798671722412 time: 6:00:16.937566
- B/E: 20 / 157 , Gen_loss: -0.35166976 MI_loss: 21.40114 Detection error: 0.010038673877716064 time: 6:00:17.816590
- B/E: 21 / 157 , Gen_loss: -0.35233304 MI_loss: 21.338928 Detection error: 0.010018467903137207 time: 6:00:18.730879
- B/E: 22 / 157 , Gen_loss: -0.36955202 MI_loss: 22.300959 Detection error: 0.010004103183746338 time: 6:00:19.616274
- B/E: 23 / 157 , Gen_loss: -0.3621527 MI_loss: 21.871504 Detection error: 0.010002613067626953 time: 6:00:20.520428
- B/E: 24 / 157 , Gen_loss: -0.35671863 MI_loss: 21.737701 Detection error: 0.009998738765716553 time: 6:00:21.333846
- B/E: 25 / 157 , Gen_loss: -0.3551617 MI_loss: 21.558 Detection error: 0.010013222694396973 time: 6:00:22.215576
- B/E: 26 / 157 , Gen_loss: -0.35107145 MI_loss: 21.415178 Detection error: 0.01007753610610962 time: 6:00:23.120117
- B/E: 27 / 157 , Gen_loss: -0.35082546 MI_loss: 21.438644 Detection error: 0.010084807872772217 time: 6:00:23.996676
- B/E: 28 / 157 , Gen_loss: -0.35330397 MI_loss: 21.414974 Detection error: 0.010098040103912354 time: 6:00:24.900784
- B/E: 29 / 157 , Gen_loss: -0.35640448 MI_loss: 21.629879 Detection error: 0.010112524032592773 time: 6:00:25.778830
- B/E: 30 / 157 , Gen_loss: -0.35683447 MI_loss: 21.583145 Detection error: 0.01008063554763794 time: 6:00:26.655435
- B/E: 31 / 157 , Gen_loss: -0.35348183 MI_loss: 21.49392 Detection error: 0.010071277618408203 time: 6:00:27.472863
- B/E: 32 / 157 , Gen_loss: -0.36898282 MI_loss: 22.27199 Detection error: 0.010060608386993408 time: 6:00:28.281799
- B/E: 33 / 157 , Gen_loss: -0.3544205 MI_loss: 21.406998 Detection error: 0.010028481483459473 time: 6:00:29.143846
- B/E: 34 / 157 , Gen_loss: -0.35146272 MI_loss: 21.393875 Detection error: 0.010052680969238281 time: 6:00:30.021637
- B/E: 35 / 157 , Gen_loss: -0.3663277 MI_loss: 22.213564 Detection error: 0.010039091110229492 time: 6:00:30.903852
- B/E: 36 / 157 , Gen_loss: -0.35516882 MI_loss: 21.350712 Detection error: 0.010027885437011719 time: 6:00:31.786166
- B/E: 37 / 157 , Gen_loss: -0.36528185 MI_loss: 22.075668 Detection error: 0.010039448738098145 time: 6:00:32.664113
- B/E: 38 / 157 , Gen_loss: -0.35339835 MI_loss: 21.461967 Detection error: 0.010048866271972656 time: 6:00:33.547616
- B/E: 39 / 157 , Gen_loss: -0.3470443 MI_loss: 20.969326 Detection error: 0.010039091110229492 time: 6:00:34.431272
- B/E: 40 / 157 , Gen_loss: -0.35345268 MI_loss: 21.541185 Detection error: 0.010038137435913086 time: 6:00:35.307713
- B/E: 41 / 157 , Gen_loss: -0.34809232 MI_loss: 21.117083 Detection error: 0.010032713413238525 time: 6:00:36.279777
- B/E: 42 / 157 , Gen_loss: -0.36261076 MI_loss: 21.963518 Detection error: 0.010038495063781738 time: 6:00:37.161542
- B/E: 43 / 157 , Gen_loss: -0.36414513 MI_loss: 22.08603 Detection error: 0.01003408432006836 time: 6:00:38.046073
- B/E: 44 / 157 , Gen_loss: -0.36191475 MI_loss: 21.960594 Detection error: 0.010037481784820557 time: 6:00:38.926901
- B/E: 45 / 157 , Gen_loss: -0.36797592 MI_loss: 22.258923 Detection error: 0.010040760040283203 time: 6:00:39.804631
- B/E: 46 / 157 , Gen_loss: -0.3528883 MI_loss: 21.400496 Detection error: 0.01005321741104126 time: 6:00:40.693185
- B/E: 47 / 157 , Gen_loss: -0.3681041 MI_loss: 22.200586 Detection error: 0.010051429271697998 time: 6:00:41.575956
- B/E: 48 / 157 , Gen_loss: -0.3669464 MI_loss: 22.229797 Detection error: 0.010059952735900879 time: 6:00:42.463070
- B/E: 49 / 157 , Gen_loss: -0.35127902 MI_loss: 21.318596 Detection error: 0.010060608386993408 time: 6:00:43.341946
- B/E: 50 / 157 , Gen_loss: -0.35454124 MI_loss: 21.553755 Detection error: 0.01006615161895752 time: 6:00:44.229807
- B/E: 51 / 157 , Gen_loss: -0.35838124 MI_loss: 21.884893 Detection error: 0.010066688060760498 time: 6:00:45.116153
- B/E: 52 / 157 , Gen_loss: -0.35822627 MI_loss: 21.68276 Detection error: 0.010063111782073975 time: 6:00:45.995520
- B/E: 53 / 157 , Gen_loss: -0.3690061 MI_loss: 22.424816 Detection error: 0.01007753610610962 time: 6:00:46.879953
- B/E: 54 / 157 , Gen_loss: -0.36458835 MI_loss: 21.978085 Detection error: 0.010072171688079834 time: 6:00:47.760972
- B/E: 55 / 157 , Gen_loss: -0.36460638 MI_loss: 22.074844 Detection error: 0.010059177875518799 time: 6:00:48.638339
- B/E: 56 / 157 , Gen_loss: -0.36246344 MI_loss: 21.814232 Detection error: 0.010040581226348877 time: 6:00:49.517571
- B/E: 57 / 157 , Gen_loss: -0.36960664 MI_loss: 22.397528 Detection error: 0.010035574436187744 time: 6:00:50.486821
- B/E: 58 / 157 , Gen_loss: -0.3564189 MI_loss: 21.669476 Detection error: 0.010032296180725098 time: 6:00:51.370910
- B/E: 59 / 157 , Gen_loss: -0.35589388 MI_loss: 21.549707 Detection error: 0.01005101203918457 time: 6:00:52.251548
- B/E: 60 / 157 , Gen_loss: -0.3621174 MI_loss: 22.000612 Detection error: 0.01004868745803833 time: 6:00:53.133336
- B/E: 61 / 157 , Gen_loss: -0.35450545 MI_loss: 21.59694 Detection error: 0.010051429271697998 time: 6:00:54.015473
- B/E: 62 / 157 , Gen_loss: -0.35151818 MI_loss: 21.554892 Detection error: 0.010058045387268066 time: 6:00:54.889183
- B/E: 63 / 157 , Gen_loss: -0.35168386 MI_loss: 21.263393 Detection error: 0.010055184364318848 time: 6:00:55.766346
- B/E: 64 / 157 , Gen_loss: -0.35256258 MI_loss: 21.426285 Detection error: 0.010051429271697998 time: 6:00:56.682829
- B/E: 65 / 157 , Gen_loss: -0.357198 MI_loss: 21.515621 Detection error: 0.010050177574157715 time: 6:00:57.565815
- B/E: 66 / 157 , Gen_loss: -0.37114847 MI_loss: 22.480745 Detection error: 0.010048985481262207 time: 6:00:58.443877
- B/E: 67 / 157 , Gen_loss: -0.37353602 MI_loss: 22.521814 Detection error: 0.010043203830718994 time: 6:00:59.362557
- B/E: 68 / 157 , Gen_loss: -0.36379898 MI_loss: 22.178818 Detection error: 0.010052084922790527 time: 6:01:00.157505
- B/E: 69 / 157 , Gen_loss: -0.35248718 MI_loss: 21.349785 Detection error: 0.010060250759124756 time: 6:01:01.000268
- B/E: 70 / 157 , Gen_loss: -0.3691016 MI_loss: 22.3959 Detection error: 0.010055482387542725 time: 6:01:01.885004
- B/E: 71 / 157 , Gen_loss: -0.3530797 MI_loss: 21.607727 Detection error: 0.010058999061584473 time: 6:01:02.788050
- B/E: 72 / 157 , Gen_loss: -0.3636777 MI_loss: 22.145538 Detection error: 0.01005178689956665 time: 6:01:03.677447
- B/E: 73 / 157 , Gen_loss: -0.35047263 MI_loss: 21.25691 Detection error: 0.010052800178527832 time: 6:01:04.669134
- B/E: 74 / 157 , Gen_loss: -0.35447502 MI_loss: 21.41537 Detection error: 0.010040819644927979 time: 6:01:05.550775
- B/E: 75 / 157 , Gen_loss: -0.36227855 MI_loss: 22.063679 Detection error: 0.010043978691101074 time: 6:01:06.438035
- B/E: 76 / 157 , Gen_loss: -0.35267136 MI_loss: 21.448723 Detection error: 0.010045051574707031 time: 6:01:07.319194
- B/E: 77 / 157 , Gen_loss: -0.36492726 MI_loss: 22.130922 Detection error: 0.010038435459136963 time: 6:01:08.196965
- B/E: 78 / 157 , Gen_loss: -0.3544591 MI_loss: 21.371923 Detection error: 0.010032415390014648 time: 6:01:09.007454
- B/E: 79 / 157 , Gen_loss: -0.34942338 MI_loss: 21.231266 Detection error: 0.01004725694656372 time: 6:01:09.774741
- B/E: 80 / 157 , Gen_loss: -0.36533678 MI_loss: 22.22709 Detection error: 0.010049760341644287 time: 6:01:10.543451
- B/E: 81 / 157 , Gen_loss: -0.3560407 MI_loss: 21.546318 Detection error: 0.010046899318695068 time: 6:01:11.342365
- B/E: 82 / 157 , Gen_loss: -0.36719432 MI_loss: 22.304098 Detection error: 0.01004105806350708 time: 6:01:12.199842
- B/E: 83 / 157 , Gen_loss: -0.35781145 MI_loss: 21.779701 Detection error: 0.01005023717880249 time: 6:01:13.086410
- B/E: 84 / 157 , Gen_loss: -0.353282 MI_loss: 21.367538 Detection error: 0.010040044784545898 time: 6:01:13.968644
- B/E: 85 / 157 , Gen_loss: -0.36105493 MI_loss: 21.796524 Detection error: 0.010022521018981934 time: 6:01:14.847715
- B/E: 86 / 157 , Gen_loss: -0.3584698 MI_loss: 21.702528 Detection error: 0.010024070739746094 time: 6:01:15.728814
- B/E: 87 / 157 , Gen_loss: -0.360099 MI_loss: 21.771784 Detection error: 0.010011374950408936 time: 6:01:16.611853
- B/E: 88 / 157 , Gen_loss: -0.35836542 MI_loss: 21.634136 Detection error: 0.00999438762664795 time: 6:01:17.519860
- B/E: 89 / 157 , Gen_loss: -0.36585107 MI_loss: 22.264753 Detection error: 0.01000523567199707 time: 6:01:18.481324
- B/E: 90 / 157 , Gen_loss: -0.36176455 MI_loss: 21.979057 Detection error: 0.010013043880462646 time: 6:01:19.367485
- B/E: 91 / 157 , Gen_loss: -0.35424775 MI_loss: 21.351286 Detection error: 0.010013580322265625 time: 6:01:20.248223
- B/E: 92 / 157 , Gen_loss: -0.35168535 MI_loss: 21.104214 Detection error: 0.010001659393310547 time: 6:01:21.130903
- B/E: 93 / 157 , Gen_loss: -0.35908166 MI_loss: 21.910286 Detection error: 0.010000646114349365 time: 6:01:22.015995
- B/E: 94 / 157 , Gen_loss: -0.3516906 MI_loss: 21.50225 Detection error: 0.01000988483428955 time: 6:01:22.890800
- B/E: 95 / 157 , Gen_loss: -0.348317 MI_loss: 20.979364 Detection error: 0.010019183158874512 time: 6:01:23.758853
- B/E: 96 / 157 , Gen_loss: -0.36967283 MI_loss: 22.308475 Detection error: 0.01001739501953125 time: 6:01:24.644578
- B/E: 97 / 157 , Gen_loss: -0.36262685 MI_loss: 21.978617 Detection error: 0.010003805160522461 time: 6:01:25.524310
- B/E: 98 / 157 , Gen_loss: -0.3595978 MI_loss: 21.690493 Detection error: 0.009989917278289795 time: 6:01:26.405607
- B/E: 99 / 157 , Gen_loss: -0.37046003 MI_loss: 22.350842 Detection error: 0.00998908281326294 time: 6:01:27.284488
- B/E: 100 / 157 , Gen_loss: -0.35806572 MI_loss: 21.805483 Detection error: 0.009995639324188232 time: 6:01:28.166538
- B/E: 101 / 157 , Gen_loss: -0.36568487 MI_loss: 22.369583 Detection error: 0.00999540090560913 time: 6:01:29.043289
- B/E: 102 / 157 , Gen_loss: -0.35327777 MI_loss: 21.455078 Detection error: 0.009999394416809082 time: 6:01:29.922287
- B/E: 103 / 157 , Gen_loss: -0.35317537 MI_loss: 21.40534 Detection error: 0.009994268417358398 time: 6:01:30.800897
- B/E: 104 / 157 , Gen_loss: -0.3667327 MI_loss: 22.20596 Detection error: 0.009999692440032959 time: 6:01:31.684220
- B/E: 105 / 157 , Gen_loss: -0.349553 MI_loss: 21.16681 Detection error: 0.009993195533752441 time: 6:01:32.646230
- B/E: 106 / 157 , Gen_loss: -0.3578913 MI_loss: 21.60791 Detection error: 0.009993255138397217 time: 6:01:33.511674
- B/E: 107 / 157 , Gen_loss: -0.35676908 MI_loss: 21.521439 Detection error: 0.009994208812713623 time: 6:01:34.395310
- B/E: 108 / 157 , Gen_loss: -0.3592009 MI_loss: 21.70128 Detection error: 0.009996533393859863 time: 6:01:35.271468
- B/E: 109 / 157 , Gen_loss: -0.35794777 MI_loss: 21.659067 Detection error: 0.009998023509979248 time: 6:01:36.174320
- B/E: 110 / 157 , Gen_loss: -0.3504467 MI_loss: 21.024412 Detection error: 0.009989023208618164 time: 6:01:37.049711
- B/E: 111 / 157 , Gen_loss: -0.36554375 MI_loss: 22.062267 Detection error: 0.009986579418182373 time: 6:01:37.883066
- B/E: 112 / 157 , Gen_loss: -0.35667887 MI_loss: 21.665497 Detection error: 0.00998920202255249 time: 6:01:38.707363
- B/E: 113 / 157 , Gen_loss: -0.35967478 MI_loss: 21.932547 Detection error: 0.009992897510528564 time: 6:01:39.605345
- B/E: 114 / 157 , Gen_loss: -0.36430475 MI_loss: 22.09912 Detection error: 0.009992659091949463 time: 6:01:40.509603
- B/E: 115 / 157 , Gen_loss: -0.36189815 MI_loss: 21.764593 Detection error: 0.009987890720367432 time: 6:01:41.390382
- B/E: 116 / 157 , Gen_loss: -0.3525465 MI_loss: 21.314842 Detection error: 0.009986639022827148 time: 6:01:42.273478
- B/E: 117 / 157 , Gen_loss: -0.34386134 MI_loss: 20.806807 Detection error: 0.009992599487304688 time: 6:01:43.156669
- B/E: 118 / 157 , Gen_loss: -0.35896736 MI_loss: 21.693928 Detection error: 0.009986340999603271 time: 6:01:44.038187
- B/E: 119 / 157 , Gen_loss: -0.3472294 MI_loss: 21.0977 Detection error: 0.009985923767089844 time: 6:01:44.918969
- B/E: 120 / 157 , Gen_loss: -0.35947883 MI_loss: 21.770212 Detection error: 0.009983479976654053 time: 6:01:45.801921
- B/E: 121 / 157 , Gen_loss: -0.35243702 MI_loss: 21.430376 Detection error: 0.009984135627746582 time: 6:01:46.777825
- B/E: 122 / 157 , Gen_loss: -0.36312383 MI_loss: 22.02557 Detection error: 0.009981989860534668 time: 6:01:47.656583
- B/E: 123 / 157 , Gen_loss: -0.35139146 MI_loss: 21.302067 Detection error: 0.00997704267501831 time: 6:01:48.541203
- B/E: 124 / 157 , Gen_loss: -0.3509578 MI_loss: 21.262934 Detection error: 0.009976744651794434 time: 6:01:49.422628
- B/E: 125 / 157 , Gen_loss: -0.34759322 MI_loss: 20.925016 Detection error: 0.009978413581848145 time: 6:01:50.306023
- B/E: 126 / 157 , Gen_loss: -0.362645 MI_loss: 22.149607 Detection error: 0.009987175464630127 time: 6:01:51.184231
- B/E: 127 / 157 , Gen_loss: -0.35416096 MI_loss: 21.557014 Detection error: 0.009986579418182373 time: 6:01:52.067232
- B/E: 128 / 157 , Gen_loss: -0.36694443 MI_loss: 22.10535 Detection error: 0.009990334510803223 time: 6:01:52.945432
- B/E: 129 / 157 , Gen_loss: -0.36563683 MI_loss: 22.225935 Detection error: 0.009998083114624023 time: 6:01:53.717190
- B/E: 130 / 157 , Gen_loss: -0.36327726 MI_loss: 22.257143 Detection error: 0.010002613067626953 time: 6:01:54.491141
- B/E: 131 / 157 , Gen_loss: -0.35638648 MI_loss: 21.644064 Detection error: 0.01000899076461792 time: 6:01:55.274942
- B/E: 132 / 157 , Gen_loss: -0.37055382 MI_loss: 22.443481 Detection error: 0.010004222393035889 time: 6:01:56.080430
- B/E: 133 / 157 , Gen_loss: -0.3649747 MI_loss: 22.0264 Detection error: 0.010007202625274658 time: 6:01:56.851785
- B/E: 134 / 157 , Gen_loss: -0.3620743 MI_loss: 21.833776 Detection error: 0.010014593601226807 time: 6:01:57.710221
- B/E: 135 / 157 , Gen_loss: -0.3609717 MI_loss: 21.936457 Detection error: 0.010014712810516357 time: 6:01:58.591426
- B/E: 136 / 157 , Gen_loss: -0.35381803 MI_loss: 21.573177 Detection error: 0.010018467903137207 time: 6:01:59.471410
- B/E: 137 / 157 , Gen_loss: -0.3541121 MI_loss: 21.495275 Detection error: 0.01001673936843872 time: 6:02:00.441129
- B/E: 138 / 157 , Gen_loss: -0.36365288 MI_loss: 22.21313 Detection error: 0.01002359390258789 time: 6:02:01.320081
- B/E: 139 / 157 , Gen_loss: -0.3638266 MI_loss: 22.02572 Detection error: 0.010024785995483398 time: 6:02:02.202709
- B/E: 140 / 157 , Gen_loss: -0.36065367 MI_loss: 21.88769 Detection error: 0.010027468204498291 time: 6:02:03.085304
- B/E: 141 / 157 , Gen_loss: -0.35770437 MI_loss: 21.686514 Detection error: 0.010025978088378906 time: 6:02:03.943034
- B/E: 142 / 157 , Gen_loss: -0.36216268 MI_loss: 21.910942 Detection error: 0.010025560855865479 time: 6:02:04.836881
- B/E: 143 / 157 , Gen_loss: -0.36219248 MI_loss: 21.95338 Detection error: 0.010022997856140137 time: 6:02:05.715656
- B/E: 144 / 157 , Gen_loss: -0.36310092 MI_loss: 22.049547 Detection error: 0.01003342866897583 time: 6:02:06.598247
- B/E: 145 / 157 , Gen_loss: -0.34480473 MI_loss: 20.883984 Detection error: 0.01003873348236084 time: 6:02:07.443352
- B/E: 146 / 157 , Gen_loss: -0.36345983 MI_loss: 21.868692 Detection error: 0.010040819644927979 time: 6:02:08.238971
- B/E: 147 / 157 , Gen_loss: -0.35392782 MI_loss: 21.469032 Detection error: 0.010042011737823486 time: 6:02:09.006646
- B/E: 148 / 157 , Gen_loss: -0.3516691 MI_loss: 21.434116 Detection error: 0.010046780109405518 time: 6:02:09.790981
- B/E: 149 / 157 , Gen_loss: -0.3598736 MI_loss: 21.881788 Detection error: 0.010052680969238281 time: 6:02:10.554287
-
- Test Loss: 10.297198 Test Error: 0.010824978351593018
- -----
- EPOCH: 158
- B/E: 0 / 158 , Gen_loss: -0.35440764 MI_loss: 21.486525 Detection error: 0.010375022888183594 time: 6:02:12.446433
- B/E: 1 / 158 , Gen_loss: -0.3506098 MI_loss: 21.303026 Detection error: 0.010531246662139893 time: 6:02:33.219023
- B/E: 2 / 158 , Gen_loss: -0.35844433 MI_loss: 21.457058 Detection error: 0.01001042127609253 time: 6:02:34.209163
- B/E: 3 / 158 , Gen_loss: -0.35312873 MI_loss: 21.58847 Detection error: 0.009953141212463379 time: 6:02:35.091312
- B/E: 4 / 158 , Gen_loss: -0.35534972 MI_loss: 21.572605 Detection error: 0.010081231594085693 time: 6:02:35.975321
- B/E: 5 / 158 , Gen_loss: -0.35544077 MI_loss: 21.590029 Detection error: 0.010041654109954834 time: 6:02:36.865145
- B/E: 6 / 158 , Gen_loss: -0.359101 MI_loss: 21.658302 Detection error: 0.01006251573562622 time: 6:02:37.744609
- B/E: 7 / 158 , Gen_loss: -0.34863034 MI_loss: 21.191525 Detection error: 0.010097682476043701 time: 6:02:38.624429
- B/E: 8 / 158 , Gen_loss: -0.35661 MI_loss: 21.536541 Detection error: 0.010020852088928223 time: 6:02:39.506384
- B/E: 9 / 158 , Gen_loss: -0.35759026 MI_loss: 21.650925 Detection error: 0.010003149509429932 time: 6:02:40.384429
- B/E: 10 / 158 , Gen_loss: -0.3674518 MI_loss: 22.257122 Detection error: 0.009991466999053955 time: 6:02:41.268479
- B/E: 11 / 158 , Gen_loss: -0.35527295 MI_loss: 21.542025 Detection error: 0.01003122329711914 time: 6:02:42.149872
- B/E: 12 / 158 , Gen_loss: -0.3505406 MI_loss: 21.15233 Detection error: 0.010098576545715332 time: 6:02:43.033432
- B/E: 13 / 158 , Gen_loss: -0.35798538 MI_loss: 21.71521 Detection error: 0.010113835334777832 time: 6:02:43.912455
- B/E: 14 / 158 , Gen_loss: -0.3620962 MI_loss: 21.922792 Detection error: 0.010066688060760498 time: 6:02:44.795335
- B/E: 15 / 158 , Gen_loss: -0.36266693 MI_loss: 22.094427 Detection error: 0.010078132152557373 time: 6:02:45.678755
- B/E: 16 / 158 , Gen_loss: -0.35821727 MI_loss: 21.566484 Detection error: 0.010038614273071289 time: 6:02:46.556153
- B/E: 17 / 158 , Gen_loss: -0.3549176 MI_loss: 21.402044 Detection error: 0.010022580623626709 time: 6:02:47.439827
- B/E: 18 / 158 , Gen_loss: -0.35201198 MI_loss: 21.212805 Detection error: 0.009973704814910889 time: 6:02:48.340141
- B/E: 19 / 158 , Gen_loss: -0.35442352 MI_loss: 21.612595 Detection error: 0.009976565837860107 time: 6:02:49.109929
- B/E: 20 / 158 , Gen_loss: -0.34534743 MI_loss: 20.832472 Detection error: 0.009991049766540527 time: 6:02:49.880695
- B/E: 21 / 158 , Gen_loss: -0.35240218 MI_loss: 21.323277 Detection error: 0.010004281997680664 time: 6:02:50.724158
- B/E: 22 / 158 , Gen_loss: -0.35879546 MI_loss: 21.619421 Detection error: 0.00997692346572876 time: 6:02:51.532639
- B/E: 23 / 158 , Gen_loss: -0.35636452 MI_loss: 21.550127 Detection error: 0.009975254535675049 time: 6:02:52.361352
- B/E: 24 / 158 , Gen_loss: -0.36011276 MI_loss: 21.804375 Detection error: 0.00998377799987793 time: 6:02:53.130315
- B/E: 25 / 158 , Gen_loss: -0.3715248 MI_loss: 22.483652 Detection error: 0.009977161884307861 time: 6:02:54.001890
- B/E: 26 / 158 , Gen_loss: -0.36107096 MI_loss: 21.975737 Detection error: 0.010046303272247314 time: 6:02:54.880396
- B/E: 27 / 158 , Gen_loss: -0.35195684 MI_loss: 21.417686 Detection error: 0.010060250759124756 time: 6:02:55.764115
- B/E: 28 / 158 , Gen_loss: -0.3644728 MI_loss: 22.151884 Detection error: 0.01007002592086792 time: 6:02:56.646709
- B/E: 29 / 158 , Gen_loss: -0.35839075 MI_loss: 21.707619 Detection error: 0.01008540391921997 time: 6:02:57.528017
- B/E: 30 / 158 , Gen_loss: -0.34702507 MI_loss: 21.034588 Detection error: 0.010057449340820312 time: 6:02:58.399004
- B/E: 31 / 158 , Gen_loss: -0.35980314 MI_loss: 21.78751 Detection error: 0.010046899318695068 time: 6:02:59.259791
- B/E: 32 / 158 , Gen_loss: -0.36136228 MI_loss: 21.883266 Detection error: 0.010045468807220459 time: 6:03:00.028187
- B/E: 33 / 158 , Gen_loss: -0.35207677 MI_loss: 21.309069 Detection error: 0.0100211501121521 time: 6:03:00.889608
- B/E: 34 / 158 , Gen_loss: -0.3644161 MI_loss: 22.09243 Detection error: 0.01002591848373413 time: 6:03:01.772706
- B/E: 35 / 158 , Gen_loss: -0.34891495 MI_loss: 21.108423 Detection error: 0.010014772415161133 time: 6:03:02.654826
- B/E: 36 / 158 , Gen_loss: -0.3636506 MI_loss: 21.914299 Detection error: 0.010011851787567139 time: 6:03:03.532740
- B/E: 37 / 158 , Gen_loss: -0.35251725 MI_loss: 21.417725 Detection error: 0.010027945041656494 time: 6:03:04.419472
- B/E: 38 / 158 , Gen_loss: -0.362936 MI_loss: 22.115417 Detection error: 0.01002967357635498 time: 6:03:05.307211
- B/E: 39 / 158 , Gen_loss: -0.36472183 MI_loss: 22.053188 Detection error: 0.010018765926361084 time: 6:03:06.189746
- B/E: 40 / 158 , Gen_loss: -0.3606174 MI_loss: 21.891085 Detection error: 0.01001828908920288 time: 6:03:07.067447
- B/E: 41 / 158 , Gen_loss: -0.3579843 MI_loss: 21.736326 Detection error: 0.01003420352935791 time: 6:03:07.950421
- B/E: 42 / 158 , Gen_loss: -0.35320893 MI_loss: 21.37334 Detection error: 0.010013818740844727 time: 6:03:08.834746
- B/E: 43 / 158 , Gen_loss: -0.36744225 MI_loss: 22.047947 Detection error: 0.010015606880187988 time: 6:03:09.720593
- B/E: 44 / 158 , Gen_loss: -0.36242694 MI_loss: 21.973442 Detection error: 0.010024309158325195 time: 6:03:10.597043
- B/E: 45 / 158 , Gen_loss: -0.36447978 MI_loss: 22.15945 Detection error: 0.010032594203948975 time: 6:03:11.484293
- B/E: 46 / 158 , Gen_loss: -0.35087043 MI_loss: 21.369507 Detection error: 0.010032594203948975 time: 6:03:12.367200
- B/E: 47 / 158 , Gen_loss: -0.36227757 MI_loss: 21.896387 Detection error: 0.010034501552581787 time: 6:03:13.244098
- B/E: 48 / 158 , Gen_loss: -0.36059088 MI_loss: 21.898088 Detection error: 0.010041475296020508 time: 6:03:14.205264
- B/E: 49 / 158 , Gen_loss: -0.36062694 MI_loss: 21.866547 Detection error: 0.010056853294372559 time: 6:03:15.092748
- B/E: 50 / 158 , Gen_loss: -0.35231382 MI_loss: 21.296413 Detection error: 0.010064363479614258 time: 6:03:15.975603
- B/E: 51 / 158 , Gen_loss: -0.3584052 MI_loss: 21.682302 Detection error: 0.010064303874969482 time: 6:03:16.854536
- B/E: 52 / 158 , Gen_loss: -0.36353937 MI_loss: 22.006344 Detection error: 0.010058939456939697 time: 6:03:17.735683
- B/E: 53 / 158 , Gen_loss: -0.3658706 MI_loss: 22.246029 Detection error: 0.010076940059661865 time: 6:03:18.604286
- B/E: 54 / 158 , Gen_loss: -0.3549723 MI_loss: 21.436253 Detection error: 0.010072708129882812 time: 6:03:19.403541
- B/E: 55 / 158 , Gen_loss: -0.35388777 MI_loss: 21.344473 Detection error: 0.01005023717880249 time: 6:03:20.205191
- B/E: 56 / 158 , Gen_loss: -0.3576878 MI_loss: 21.626781 Detection error: 0.010048270225524902 time: 6:03:20.975628
- B/E: 57 / 158 , Gen_loss: -0.35655323 MI_loss: 21.500074 Detection error: 0.01003122329711914 time: 6:03:21.746953
- B/E: 58 / 158 , Gen_loss: -0.3520187 MI_loss: 21.228691 Detection error: 0.01003175973892212 time: 6:03:22.601942
- B/E: 59 / 158 , Gen_loss: -0.36246905 MI_loss: 22.030027 Detection error: 0.010056793689727783 time: 6:03:23.483339
- B/E: 60 / 158 , Gen_loss: -0.3610064 MI_loss: 21.858595 Detection error: 0.01004868745803833 time: 6:03:24.294044
- B/E: 61 / 158 , Gen_loss: -0.35963145 MI_loss: 21.7656 Detection error: 0.010049879550933838 time: 6:03:25.149786
- B/E: 62 / 158 , Gen_loss: -0.3561288 MI_loss: 21.694582 Detection error: 0.010060012340545654 time: 6:03:26.002775
- B/E: 63 / 158 , Gen_loss: -0.34637102 MI_loss: 21.067137 Detection error: 0.010051250457763672 time: 6:03:26.966995
- B/E: 64 / 158 , Gen_loss: -0.34484124 MI_loss: 20.891441 Detection error: 0.010050952434539795 time: 6:03:27.851679
- B/E: 65 / 158 , Gen_loss: -0.3590086 MI_loss: 21.669025 Detection error: 0.010052084922790527 time: 6:03:28.731317
- B/E: 66 / 158 , Gen_loss: -0.36681062 MI_loss: 22.137049 Detection error: 0.010052263736724854 time: 6:03:29.611088
- B/E: 67 / 158 , Gen_loss: -0.36689335 MI_loss: 22.089851 Detection error: 0.010045945644378662 time: 6:03:30.522498
- B/E: 68 / 158 , Gen_loss: -0.3585745 MI_loss: 21.768034 Detection error: 0.010046660900115967 time: 6:03:31.404214
- B/E: 69 / 158 , Gen_loss: -0.35671324 MI_loss: 21.741722 Detection error: 0.010057568550109863 time: 6:03:32.283519
- B/E: 70 / 158 , Gen_loss: -0.37169454 MI_loss: 22.516022 Detection error: 0.01005631685256958 time: 6:03:33.171018
- B/E: 71 / 158 , Gen_loss: -0.35650423 MI_loss: 21.590363 Detection error: 0.010048627853393555 time: 6:03:34.056528
- B/E: 72 / 158 , Gen_loss: -0.36054128 MI_loss: 21.763779 Detection error: 0.010049223899841309 time: 6:03:34.940688
- B/E: 73 / 158 , Gen_loss: -0.3660799 MI_loss: 22.232838 Detection error: 0.010046899318695068 time: 6:03:35.825407
- B/E: 74 / 158 , Gen_loss: -0.35378122 MI_loss: 21.292507 Detection error: 0.010049581527709961 time: 6:03:36.727761
- B/E: 75 / 158 , Gen_loss: -0.35357395 MI_loss: 21.251686 Detection error: 0.010040283203125 time: 6:03:37.611989
- B/E: 76 / 158 , Gen_loss: -0.36251643 MI_loss: 22.107653 Detection error: 0.010046660900115967 time: 6:03:38.495950
- B/E: 77 / 158 , Gen_loss: -0.35287786 MI_loss: 21.430313 Detection error: 0.010036885738372803 time: 6:03:39.375216
- B/E: 78 / 158 , Gen_loss: -0.36025837 MI_loss: 21.854374 Detection error: 0.010041117668151855 time: 6:03:40.259102
- B/E: 79 / 158 , Gen_loss: -0.363331 MI_loss: 22.0578 Detection error: 0.010057032108306885 time: 6:03:41.235304
- B/E: 80 / 158 , Gen_loss: -0.34924382 MI_loss: 21.004276 Detection error: 0.010059773921966553 time: 6:03:42.117975
- B/E: 81 / 158 , Gen_loss: -0.36584842 MI_loss: 22.154148 Detection error: 0.01004570722579956 time: 6:03:42.997552
- B/E: 82 / 158 , Gen_loss: -0.35568127 MI_loss: 21.553106 Detection error: 0.010047078132629395 time: 6:03:43.880869
- B/E: 83 / 158 , Gen_loss: -0.36256012 MI_loss: 22.08078 Detection error: 0.010043144226074219 time: 6:03:44.764041
- B/E: 84 / 158 , Gen_loss: -0.35799524 MI_loss: 21.639114 Detection error: 0.010041892528533936 time: 6:03:45.640977
- B/E: 85 / 158 , Gen_loss: -0.35341668 MI_loss: 21.202639 Detection error: 0.010027587413787842 time: 6:03:46.519410
- B/E: 86 / 158 , Gen_loss: -0.36144635 MI_loss: 21.931314 Detection error: 0.010024070739746094 time: 6:03:47.400669
- B/E: 87 / 158 , Gen_loss: -0.3625047 MI_loss: 21.8366 Detection error: 0.010007798671722412 time: 6:03:48.281003
- B/E: 88 / 158 , Gen_loss: -0.3585947 MI_loss: 21.750408 Detection error: 0.009998619556427002 time: 6:03:49.158984
- B/E: 89 / 158 , Gen_loss: -0.35604694 MI_loss: 21.563608 Detection error: 0.010001718997955322 time: 6:03:49.997330
- B/E: 90 / 158 , Gen_loss: -0.36553448 MI_loss: 22.092888 Detection error: 0.010002732276916504 time: 6:03:50.770236
- B/E: 91 / 158 , Gen_loss: -0.36248195 MI_loss: 22.05655 Detection error: 0.010010898113250732 time: 6:03:51.536182
- B/E: 92 / 158 , Gen_loss: -0.35190174 MI_loss: 21.075382 Detection error: 0.009995996952056885 time: 6:03:52.355712
- B/E: 93 / 158 , Gen_loss: -0.35771963 MI_loss: 21.72866 Detection error: 0.009997367858886719 time: 6:03:53.134906
- B/E: 94 / 158 , Gen_loss: -0.35960793 MI_loss: 21.844164 Detection error: 0.01000523567199707 time: 6:03:53.903966
- B/E: 95 / 158 , Gen_loss: -0.36475292 MI_loss: 22.261742 Detection error: 0.010011374950408936 time: 6:03:54.776698
- B/E: 96 / 158 , Gen_loss: -0.3600059 MI_loss: 21.746334 Detection error: 0.010007739067077637 time: 6:03:55.665434
- B/E: 97 / 158 , Gen_loss: -0.3606673 MI_loss: 21.97778 Detection error: 0.010003805160522461 time: 6:03:56.547106
- B/E: 98 / 158 , Gen_loss: -0.3671805 MI_loss: 22.147182 Detection error: 0.009989261627197266 time: 6:03:57.425582
- B/E: 99 / 158 , Gen_loss: -0.3555178 MI_loss: 21.500257 Detection error: 0.009991586208343506 time: 6:03:58.303696
- B/E: 100 / 158 , Gen_loss: -0.35220528 MI_loss: 21.488384 Detection error: 0.009992897510528564 time: 6:03:59.190262
- B/E: 101 / 158 , Gen_loss: -0.35515392 MI_loss: 21.587067 Detection error: 0.0099945068359375 time: 6:04:00.069691
- B/E: 102 / 158 , Gen_loss: -0.35311478 MI_loss: 21.452038 Detection error: 0.00999152660369873 time: 6:04:00.948101
- B/E: 103 / 158 , Gen_loss: -0.35046884 MI_loss: 21.267302 Detection error: 0.009993970394134521 time: 6:04:01.831109
- B/E: 104 / 158 , Gen_loss: -0.35750553 MI_loss: 21.650705 Detection error: 0.009999394416809082 time: 6:04:02.711543
- B/E: 105 / 158 , Gen_loss: -0.35141298 MI_loss: 21.45147 Detection error: 0.009997069835662842 time: 6:04:03.596628
- B/E: 106 / 158 , Gen_loss: -0.35490742 MI_loss: 21.47702 Detection error: 0.009998857975006104 time: 6:04:04.472294
- B/E: 107 / 158 , Gen_loss: -0.35870534 MI_loss: 21.696545 Detection error: 0.010002315044403076 time: 6:04:05.357218
- B/E: 108 / 158 , Gen_loss: -0.3736045 MI_loss: 22.671453 Detection error: 0.010005474090576172 time: 6:04:06.237115
- B/E: 109 / 158 , Gen_loss: -0.36184168 MI_loss: 21.968021 Detection error: 0.0100020170211792 time: 6:04:07.075546
- B/E: 110 / 158 , Gen_loss: -0.35672966 MI_loss: 21.591412 Detection error: 0.009992659091949463 time: 6:04:07.847216
- B/E: 111 / 158 , Gen_loss: -0.3705708 MI_loss: 22.45314 Detection error: 0.009990811347961426 time: 6:04:08.721335
- B/E: 112 / 158 , Gen_loss: -0.36099777 MI_loss: 21.826693 Detection error: 0.009991705417633057 time: 6:04:09.492670
- B/E: 113 / 158 , Gen_loss: -0.3508578 MI_loss: 21.358051 Detection error: 0.010001122951507568 time: 6:04:10.390064
- B/E: 114 / 158 , Gen_loss: -0.35291567 MI_loss: 21.374424 Detection error: 0.009999454021453857 time: 6:04:11.279439
- B/E: 115 / 158 , Gen_loss: -0.35800645 MI_loss: 21.65498 Detection error: 0.009997308254241943 time: 6:04:12.157323
- B/E: 116 / 158 , Gen_loss: -0.357299 MI_loss: 21.5793 Detection error: 0.009995996952056885 time: 6:04:13.038807
- B/E: 117 / 158 , Gen_loss: -0.339778 MI_loss: 20.573639 Detection error: 0.009999752044677734 time: 6:04:13.922850
- B/E: 118 / 158 , Gen_loss: -0.35000244 MI_loss: 21.268784 Detection error: 0.009990036487579346 time: 6:04:14.829426
- B/E: 119 / 158 , Gen_loss: -0.35821313 MI_loss: 21.597055 Detection error: 0.009989321231842041 time: 6:04:15.707774
- B/E: 120 / 158 , Gen_loss: -0.35886887 MI_loss: 21.928751 Detection error: 0.009991765022277832 time: 6:04:16.590635
- B/E: 121 / 158 , Gen_loss: -0.3573825 MI_loss: 21.76952 Detection error: 0.009997963905334473 time: 6:04:17.484347
- B/E: 122 / 158 , Gen_loss: -0.37026826 MI_loss: 22.298553 Detection error: 0.009991884231567383 time: 6:04:18.370463
- B/E: 123 / 158 , Gen_loss: -0.34940746 MI_loss: 21.137823 Detection error: 0.009984850883483887 time: 6:04:19.258840
- B/E: 124 / 158 , Gen_loss: -0.35937592 MI_loss: 21.799223 Detection error: 0.009982526302337646 time: 6:04:20.053735
- B/E: 125 / 158 , Gen_loss: -0.3612156 MI_loss: 22.053885 Detection error: 0.009982883930206299 time: 6:04:20.857830
- B/E: 126 / 158 , Gen_loss: -0.35510358 MI_loss: 21.663258 Detection error: 0.009993374347686768 time: 6:04:21.659078
- B/E: 127 / 158 , Gen_loss: -0.35874498 MI_loss: 21.690239 Detection error: 0.009991228580474854 time: 6:04:22.552571
- B/E: 128 / 158 , Gen_loss: -0.34735072 MI_loss: 21.079662 Detection error: 0.00999683141708374 time: 6:04:23.311204
- B/E: 129 / 158 , Gen_loss: -0.35480192 MI_loss: 21.556845 Detection error: 0.010006248950958252 time: 6:04:24.134248
- B/E: 130 / 158 , Gen_loss: -0.36119547 MI_loss: 21.779692 Detection error: 0.010009765625 time: 6:04:24.988492
- B/E: 131 / 158 , Gen_loss: -0.3638214 MI_loss: 22.05952 Detection error: 0.010013997554779053 time: 6:04:25.818391
- B/E: 132 / 158 , Gen_loss: -0.35629466 MI_loss: 21.54385 Detection error: 0.01000964641571045 time: 6:04:26.677069
- B/E: 133 / 158 , Gen_loss: -0.35723117 MI_loss: 21.715195 Detection error: 0.01001584529876709 time: 6:04:27.570940
- B/E: 134 / 158 , Gen_loss: -0.34679118 MI_loss: 21.191246 Detection error: 0.010024070739746094 time: 6:04:28.477855
- B/E: 135 / 158 , Gen_loss: -0.35466033 MI_loss: 21.589968 Detection error: 0.010022759437561035 time: 6:04:29.278630
- B/E: 136 / 158 , Gen_loss: -0.35985628 MI_loss: 21.713654 Detection error: 0.010025084018707275 time: 6:04:30.078099
- B/E: 137 / 158 , Gen_loss: -0.3624599 MI_loss: 21.94634 Detection error: 0.010027408599853516 time: 6:04:30.992596
- B/E: 138 / 158 , Gen_loss: -0.36397302 MI_loss: 22.051842 Detection error: 0.010031461715698242 time: 6:04:31.887472
- B/E: 139 / 158 , Gen_loss: -0.35903642 MI_loss: 21.810844 Detection error: 0.010034143924713135 time: 6:04:32.785997
- B/E: 140 / 158 , Gen_loss: -0.35552227 MI_loss: 21.542849 Detection error: 0.010037481784820557 time: 6:04:33.687300
- B/E: 141 / 158 , Gen_loss: -0.35065672 MI_loss: 21.220144 Detection error: 0.010030806064605713 time: 6:04:34.587695
- B/E: 142 / 158 , Gen_loss: -0.35580647 MI_loss: 21.550457 Detection error: 0.010033190250396729 time: 6:04:35.485392
- B/E: 143 / 158 , Gen_loss: -0.36247477 MI_loss: 21.930674 Detection error: 0.010028660297393799 time: 6:04:36.465444
- B/E: 144 / 158 , Gen_loss: -0.35400087 MI_loss: 21.446793 Detection error: 0.010040760040283203 time: 6:04:37.292328
- B/E: 145 / 158 , Gen_loss: -0.36228585 MI_loss: 21.89626 Detection error: 0.010045170783996582 time: 6:04:38.085982
- B/E: 146 / 158 , Gen_loss: -0.3686168 MI_loss: 22.223763 Detection error: 0.010045289993286133 time: 6:04:38.958131
- B/E: 147 / 158 , Gen_loss: -0.3608195 MI_loss: 21.991547 Detection error: 0.010049819946289062 time: 6:04:39.852013
- B/E: 148 / 158 , Gen_loss: -0.36435133 MI_loss: 22.101238 Detection error: 0.01005244255065918 time: 6:04:40.754934
- B/E: 149 / 158 , Gen_loss: -0.36047027 MI_loss: 21.912876 Detection error: 0.010058104991912842 time: 6:04:41.651937
-
- Test Loss: 10.279928 Test Error: 0.010725021362304688
- -----
- EPOCH: 159
- B/E: 0 / 159 , Gen_loss: -0.35871312 MI_loss: 21.745413 Detection error: 0.010531246662139893 time: 6:04:43.627022
- B/E: 1 / 159 , Gen_loss: -0.34313866 MI_loss: 20.700657 Detection error: 0.010375022888183594 time: 6:05:06.602735
- B/E: 2 / 159 , Gen_loss: -0.35881197 MI_loss: 21.67644 Detection error: 0.009968757629394531 time: 6:05:07.515133
- B/E: 3 / 159 , Gen_loss: -0.3577493 MI_loss: 21.626242 Detection error: 0.010007798671722412 time: 6:05:08.404134
- B/E: 4 / 159 , Gen_loss: -0.36163038 MI_loss: 21.930412 Detection error: 0.009881258010864258 time: 6:05:09.302401
- B/E: 5 / 159 , Gen_loss: -0.35597667 MI_loss: 21.616505 Detection error: 0.009927093982696533 time: 6:05:10.300640
- B/E: 6 / 159 , Gen_loss: -0.3398341 MI_loss: 20.633589 Detection error: 0.009995520114898682 time: 6:05:11.196755
- B/E: 7 / 159 , Gen_loss: -0.35575414 MI_loss: 21.535793 Detection error: 0.010066390037536621 time: 6:05:12.090166
- B/E: 8 / 159 , Gen_loss: -0.36059076 MI_loss: 21.894169 Detection error: 0.010006964206695557 time: 6:05:12.985987
- B/E: 9 / 159 , Gen_loss: -0.36591783 MI_loss: 22.196156 Detection error: 0.009946882724761963 time: 6:05:13.891838
- B/E: 10 / 159 , Gen_loss: -0.36111605 MI_loss: 21.945429 Detection error: 0.009999990463256836 time: 6:05:14.785319
- B/E: 11 / 159 , Gen_loss: -0.36457768 MI_loss: 22.238873 Detection error: 0.010028660297393799 time: 6:05:15.680490
- B/E: 12 / 159 , Gen_loss: -0.36737093 MI_loss: 22.355732 Detection error: 0.010100960731506348 time: 6:05:16.582025
- B/E: 13 / 159 , Gen_loss: -0.35272345 MI_loss: 21.16241 Detection error: 0.010107159614562988 time: 6:05:17.396776
- B/E: 14 / 159 , Gen_loss: -0.36149743 MI_loss: 21.850616 Detection error: 0.010072886943817139 time: 6:05:18.202178
- B/E: 15 / 159 , Gen_loss: -0.36353177 MI_loss: 22.06609 Detection error: 0.010082006454467773 time: 6:05:19.081591
- B/E: 16 / 159 , Gen_loss: -0.3623466 MI_loss: 21.820724 Detection error: 0.010069847106933594 time: 6:05:19.983023
- B/E: 17 / 159 , Gen_loss: -0.35238776 MI_loss: 21.471825 Detection error: 0.010003447532653809 time: 6:05:20.875162
- B/E: 18 / 159 , Gen_loss: -0.36374065 MI_loss: 22.011703 Detection error: 0.009963810443878174 time: 6:05:21.768937
- B/E: 19 / 159 , Gen_loss: -0.35543516 MI_loss: 21.669256 Detection error: 0.009981274604797363 time: 6:05:22.683835
- B/E: 20 / 159 , Gen_loss: -0.36337748 MI_loss: 21.877 Detection error: 0.010011911392211914 time: 6:05:23.669086
- B/E: 21 / 159 , Gen_loss: -0.3581052 MI_loss: 21.797827 Detection error: 0.010029852390289307 time: 6:05:24.563723
- B/E: 22 / 159 , Gen_loss: -0.3574525 MI_loss: 21.48832 Detection error: 0.00998777151107788 time: 6:05:25.457875
- B/E: 23 / 159 , Gen_loss: -0.3488644 MI_loss: 21.003716 Detection error: 0.009997367858886719 time: 6:05:26.360052
- B/E: 24 / 159 , Gen_loss: -0.3529287 MI_loss: 21.136703 Detection error: 0.009958744049072266 time: 6:05:27.256653
- B/E: 25 / 159 , Gen_loss: -0.35215694 MI_loss: 21.466198 Detection error: 0.009995222091674805 time: 6:05:28.150456
- B/E: 26 / 159 , Gen_loss: -0.35310018 MI_loss: 21.517273 Detection error: 0.010040521621704102 time: 6:05:29.070284
- B/E: 27 / 159 , Gen_loss: -0.35637695 MI_loss: 21.875822 Detection error: 0.01006251573562622 time: 6:05:29.969375
- B/E: 28 / 159 , Gen_loss: -0.36132234 MI_loss: 21.785728 Detection error: 0.010061442852020264 time: 6:05:30.868180
- B/E: 29 / 159 , Gen_loss: -0.3506706 MI_loss: 21.21211 Detection error: 0.010068774223327637 time: 6:05:31.761961
- B/E: 30 / 159 , Gen_loss: -0.35743517 MI_loss: 21.677067 Detection error: 0.010064542293548584 time: 6:05:32.663925
- B/E: 31 / 159 , Gen_loss: -0.35225144 MI_loss: 21.25052 Detection error: 0.010035157203674316 time: 6:05:33.561110
- B/E: 32 / 159 , Gen_loss: -0.35658023 MI_loss: 21.67581 Detection error: 0.010019898414611816 time: 6:05:34.459984
- B/E: 33 / 159 , Gen_loss: -0.35580465 MI_loss: 21.476862 Detection error: 0.010009169578552246 time: 6:05:35.304281
- B/E: 34 / 159 , Gen_loss: -0.36264482 MI_loss: 22.058115 Detection error: 0.010019659996032715 time: 6:05:36.090712
- B/E: 35 / 159 , Gen_loss: -0.35865813 MI_loss: 21.659466 Detection error: 0.010012149810791016 time: 6:05:36.874963
- B/E: 36 / 159 , Gen_loss: -0.35667533 MI_loss: 21.622095 Detection error: 0.01000678539276123 time: 6:05:37.754661
- B/E: 37 / 159 , Gen_loss: -0.35989976 MI_loss: 21.888884 Detection error: 0.01000988483428955 time: 6:05:38.539117
- B/E: 38 / 159 , Gen_loss: -0.35558933 MI_loss: 21.48001 Detection error: 0.010024845600128174 time: 6:05:39.328383
- B/E: 39 / 159 , Gen_loss: -0.35132083 MI_loss: 21.2146 Detection error: 0.010014832019805908 time: 6:05:40.110747
- B/E: 40 / 159 , Gen_loss: -0.35691622 MI_loss: 21.537071 Detection error: 0.01000988483428955 time: 6:05:40.895706
- B/E: 41 / 159 , Gen_loss: -0.35359213 MI_loss: 21.304323 Detection error: 0.010008931159973145 time: 6:05:41.682889
- B/E: 42 / 159 , Gen_loss: -0.36190856 MI_loss: 21.80152 Detection error: 0.00998765230178833 time: 6:05:42.488451
- B/E: 43 / 159 , Gen_loss: -0.3701591 MI_loss: 22.407934 Detection error: 0.009994328022003174 time: 6:05:43.262024
- B/E: 44 / 159 , Gen_loss: -0.35358685 MI_loss: 21.586391 Detection error: 0.010020136833190918 time: 6:05:44.029694
- B/E: 45 / 159 , Gen_loss: -0.35618514 MI_loss: 21.591902 Detection error: 0.01002579927444458 time: 6:05:44.915407
- B/E: 46 / 159 , Gen_loss: -0.3597192 MI_loss: 21.691021 Detection error: 0.010030567646026611 time: 6:05:45.805221
- B/E: 47 / 159 , Gen_loss: -0.36136273 MI_loss: 21.693323 Detection error: 0.010025382041931152 time: 6:05:46.691458
- B/E: 48 / 159 , Gen_loss: -0.35552752 MI_loss: 21.596054 Detection error: 0.010039567947387695 time: 6:05:47.588082
- B/E: 49 / 159 , Gen_loss: -0.35478434 MI_loss: 21.713537 Detection error: 0.010048151016235352 time: 6:05:48.481189
- B/E: 50 / 159 , Gen_loss: -0.3600752 MI_loss: 21.894884 Detection error: 0.01005333662033081 time: 6:05:49.375054
- B/E: 51 / 159 , Gen_loss: -0.36608458 MI_loss: 22.354618 Detection error: 0.010058283805847168 time: 6:05:50.227045
- B/E: 52 / 159 , Gen_loss: -0.35835764 MI_loss: 21.59887 Detection error: 0.010059535503387451 time: 6:05:51.249186
- B/E: 53 / 159 , Gen_loss: -0.36501586 MI_loss: 22.031284 Detection error: 0.010065972805023193 time: 6:05:52.162571
- B/E: 54 / 159 , Gen_loss: -0.3672403 MI_loss: 22.128603 Detection error: 0.010064780712127686 time: 6:05:53.056700
- B/E: 55 / 159 , Gen_loss: -0.36154792 MI_loss: 22.078026 Detection error: 0.010046303272247314 time: 6:05:53.947022
- B/E: 56 / 159 , Gen_loss: -0.35896096 MI_loss: 21.755396 Detection error: 0.010034561157226562 time: 6:05:54.842924
- B/E: 57 / 159 , Gen_loss: -0.3678979 MI_loss: 22.415909 Detection error: 0.010032355785369873 time: 6:05:55.709638
- B/E: 58 / 159 , Gen_loss: -0.35309228 MI_loss: 21.390696 Detection error: 0.010021686553955078 time: 6:05:56.545696
- B/E: 59 / 159 , Gen_loss: -0.35669875 MI_loss: 21.693619 Detection error: 0.010042726993560791 time: 6:05:57.441540
- B/E: 60 / 159 , Gen_loss: -0.36749956 MI_loss: 22.223524 Detection error: 0.01003485918045044 time: 6:05:58.341729
- B/E: 61 / 159 , Gen_loss: -0.3511884 MI_loss: 21.434116 Detection error: 0.010043323040008545 time: 6:05:59.235445
- B/E: 62 / 159 , Gen_loss: -0.3620229 MI_loss: 22.051746 Detection error: 0.010044634342193604 time: 6:06:00.131089
- B/E: 63 / 159 , Gen_loss: -0.34212357 MI_loss: 20.730322 Detection error: 0.010037600994110107 time: 6:06:01.053396
- B/E: 64 / 159 , Gen_loss: -0.35548335 MI_loss: 21.526081 Detection error: 0.01003175973892212 time: 6:06:01.951170
- B/E: 65 / 159 , Gen_loss: -0.35395283 MI_loss: 21.379438 Detection error: 0.010040700435638428 time: 6:06:02.849945
- B/E: 66 / 159 , Gen_loss: -0.36800018 MI_loss: 22.361269 Detection error: 0.010033607482910156 time: 6:06:03.749333
- B/E: 67 / 159 , Gen_loss: -0.36274967 MI_loss: 21.98433 Detection error: 0.010029852390289307 time: 6:06:04.648624
- B/E: 68 / 159 , Gen_loss: -0.35542023 MI_loss: 21.497652 Detection error: 0.010027647018432617 time: 6:06:05.621263
- B/E: 69 / 159 , Gen_loss: -0.35792747 MI_loss: 21.769136 Detection error: 0.010037064552307129 time: 6:06:06.517458
- B/E: 70 / 159 , Gen_loss: -0.35940182 MI_loss: 21.68805 Detection error: 0.010035216808319092 time: 6:06:07.435383
- B/E: 71 / 159 , Gen_loss: -0.35592833 MI_loss: 21.619232 Detection error: 0.010036885738372803 time: 6:06:08.332303
- B/E: 72 / 159 , Gen_loss: -0.35287088 MI_loss: 21.326075 Detection error: 0.010035932064056396 time: 6:06:09.229982
- B/E: 73 / 159 , Gen_loss: -0.35673714 MI_loss: 21.877342 Detection error: 0.01003718376159668 time: 6:06:10.123056
- B/E: 74 / 159 , Gen_loss: -0.35020885 MI_loss: 21.251528 Detection error: 0.010034143924713135 time: 6:06:11.024516
- B/E: 75 / 159 , Gen_loss: -0.3555608 MI_loss: 21.645254 Detection error: 0.010035336017608643 time: 6:06:11.921894
- B/E: 76 / 159 , Gen_loss: -0.345302 MI_loss: 20.918013 Detection error: 0.010037720203399658 time: 6:06:12.821108
- B/E: 77 / 159 , Gen_loss: -0.35544738 MI_loss: 21.343391 Detection error: 0.010032057762145996 time: 6:06:13.718470
- B/E: 78 / 159 , Gen_loss: -0.35352522 MI_loss: 21.380228 Detection error: 0.010027706623077393 time: 6:06:14.616577
- B/E: 79 / 159 , Gen_loss: -0.3651401 MI_loss: 22.142006 Detection error: 0.010037124156951904 time: 6:06:15.518932
- B/E: 80 / 159 , Gen_loss: -0.35119656 MI_loss: 21.436909 Detection error: 0.010049402713775635 time: 6:06:16.375376
- B/E: 81 / 159 , Gen_loss: -0.35496718 MI_loss: 21.409765 Detection error: 0.010043799877166748 time: 6:06:17.271886
- B/E: 82 / 159 , Gen_loss: -0.35096306 MI_loss: 21.277456 Detection error: 0.010035037994384766 time: 6:06:18.164791
- B/E: 83 / 159 , Gen_loss: -0.36377946 MI_loss: 22.115902 Detection error: 0.010042428970336914 time: 6:06:19.060372
- B/E: 84 / 159 , Gen_loss: -0.3410181 MI_loss: 20.641867 Detection error: 0.010038614273071289 time: 6:06:20.054973
- B/E: 85 / 159 , Gen_loss: -0.3579387 MI_loss: 21.567219 Detection error: 0.01001816987991333 time: 6:06:20.951074
- B/E: 86 / 159 , Gen_loss: -0.34647012 MI_loss: 20.993273 Detection error: 0.01001650094985962 time: 6:06:21.829373
- B/E: 87 / 159 , Gen_loss: -0.36602318 MI_loss: 21.983747 Detection error: 0.01000601053237915 time: 6:06:22.707669
- B/E: 88 / 159 , Gen_loss: -0.35658953 MI_loss: 21.53987 Detection error: 0.009990155696868896 time: 6:06:23.603381
- B/E: 89 / 159 , Gen_loss: -0.35589772 MI_loss: 21.72077 Detection error: 0.010000348091125488 time: 6:06:24.488570
- B/E: 90 / 159 , Gen_loss: -0.35963947 MI_loss: 21.617455 Detection error: 0.009999632835388184 time: 6:06:25.297511
- B/E: 91 / 159 , Gen_loss: -0.36250177 MI_loss: 22.018867 Detection error: 0.009998977184295654 time: 6:06:26.098130
- B/E: 92 / 159 , Gen_loss: -0.3417517 MI_loss: 20.664555 Detection error: 0.009991943836212158 time: 6:06:26.862973
- B/E: 93 / 159 , Gen_loss: -0.36275268 MI_loss: 22.021242 Detection error: 0.009988367557525635 time: 6:06:27.732885
- B/E: 94 / 159 , Gen_loss: -0.35982576 MI_loss: 21.906797 Detection error: 0.010002970695495605 time: 6:06:28.613138
- B/E: 95 / 159 , Gen_loss: -0.36087176 MI_loss: 22.012272 Detection error: 0.010009467601776123 time: 6:06:29.499997
- B/E: 96 / 159 , Gen_loss: -0.35276943 MI_loss: 21.493181 Detection error: 0.010008692741394043 time: 6:06:30.381916
- B/E: 97 / 159 , Gen_loss: -0.34555534 MI_loss: 21.008728 Detection error: 0.009999692440032959 time: 6:06:31.213423
- B/E: 98 / 159 , Gen_loss: -0.35753307 MI_loss: 21.781599 Detection error: 0.009989559650421143 time: 6:06:32.032903
- B/E: 99 / 159 , Gen_loss: -0.35927013 MI_loss: 21.583157 Detection error: 0.00998622179031372 time: 6:06:32.901468
- B/E: 100 / 159 , Gen_loss: -0.3576389 MI_loss: 21.817554 Detection error: 0.009989500045776367 time: 6:06:33.864507
- B/E: 101 / 159 , Gen_loss: -0.36187065 MI_loss: 22.039406 Detection error: 0.009992063045501709 time: 6:06:34.746781
- B/E: 102 / 159 , Gen_loss: -0.36066228 MI_loss: 22.044811 Detection error: 0.009994864463806152 time: 6:06:35.557522
- B/E: 103 / 159 , Gen_loss: -0.35830706 MI_loss: 21.724438 Detection error: 0.009993374347686768 time: 6:06:36.374525
- B/E: 104 / 159 , Gen_loss: -0.3546764 MI_loss: 21.533546 Detection error: 0.009997010231018066 time: 6:06:37.242058
- B/E: 105 / 159 , Gen_loss: -0.36357668 MI_loss: 22.058958 Detection error: 0.009991765022277832 time: 6:06:38.120732
- B/E: 106 / 159 , Gen_loss: -0.34908453 MI_loss: 21.06305 Detection error: 0.009993016719818115 time: 6:06:39.026833
- B/E: 107 / 159 , Gen_loss: -0.3513071 MI_loss: 21.28354 Detection error: 0.009992480278015137 time: 6:06:39.912550
- B/E: 108 / 159 , Gen_loss: -0.3610524 MI_loss: 21.894878 Detection error: 0.009995698928833008 time: 6:06:40.797209
- B/E: 109 / 159 , Gen_loss: -0.34565514 MI_loss: 21.036865 Detection error: 0.00999373197555542 time: 6:06:41.677067
- B/E: 110 / 159 , Gen_loss: -0.35122052 MI_loss: 21.204906 Detection error: 0.00998985767364502 time: 6:06:42.572862
- B/E: 111 / 159 , Gen_loss: -0.37485602 MI_loss: 22.895334 Detection error: 0.009986579418182373 time: 6:06:43.456373
- B/E: 112 / 159 , Gen_loss: -0.35868064 MI_loss: 21.753538 Detection error: 0.00998920202255249 time: 6:06:44.358408
- B/E: 113 / 159 , Gen_loss: -0.35457253 MI_loss: 21.62791 Detection error: 0.0099983811378479 time: 6:06:45.257882
- B/E: 114 / 159 , Gen_loss: -0.35358134 MI_loss: 21.479034 Detection error: 0.009992122650146484 time: 6:06:46.141886
- B/E: 115 / 159 , Gen_loss: -0.35896534 MI_loss: 21.795563 Detection error: 0.009990811347961426 time: 6:06:47.022178
- B/E: 116 / 159 , Gen_loss: -0.35865414 MI_loss: 21.808805 Detection error: 0.009990394115447998 time: 6:06:47.999101
- B/E: 117 / 159 , Gen_loss: -0.35367748 MI_loss: 21.56926 Detection error: 0.009994685649871826 time: 6:06:48.877810
- B/E: 118 / 159 , Gen_loss: -0.35648805 MI_loss: 21.53529 Detection error: 0.009988725185394287 time: 6:06:49.760619
- B/E: 119 / 159 , Gen_loss: -0.3532218 MI_loss: 21.486 Detection error: 0.009984612464904785 time: 6:06:50.644317
- B/E: 120 / 159 , Gen_loss: -0.3617736 MI_loss: 22.02255 Detection error: 0.009986817836761475 time: 6:06:51.528297
- B/E: 121 / 159 , Gen_loss: -0.35897183 MI_loss: 21.681417 Detection error: 0.009988188743591309 time: 6:06:52.412976
- B/E: 122 / 159 , Gen_loss: -0.3602792 MI_loss: 21.854774 Detection error: 0.009984016418457031 time: 6:06:53.235629
- B/E: 123 / 159 , Gen_loss: -0.35601822 MI_loss: 21.747854 Detection error: 0.009976327419281006 time: 6:06:54.038920
- B/E: 124 / 159 , Gen_loss: -0.3641418 MI_loss: 22.000954 Detection error: 0.009979009628295898 time: 6:06:54.812292
- B/E: 125 / 159 , Gen_loss: -0.36568466 MI_loss: 22.132809 Detection error: 0.009976685047149658 time: 6:06:55.579658
- B/E: 126 / 159 , Gen_loss: -0.3597421 MI_loss: 21.817627 Detection error: 0.009985744953155518 time: 6:06:56.361877
- B/E: 127 / 159 , Gen_loss: -0.35396528 MI_loss: 21.587036 Detection error: 0.00998753309249878 time: 6:06:57.149494
- B/E: 128 / 159 , Gen_loss: -0.35676032 MI_loss: 21.53479 Detection error: 0.009989798069000244 time: 6:06:57.918979
- B/E: 129 / 159 , Gen_loss: -0.36803985 MI_loss: 22.427748 Detection error: 0.010000467300415039 time: 6:06:58.688031
- B/E: 130 / 159 , Gen_loss: -0.35406485 MI_loss: 21.312433 Detection error: 0.010006427764892578 time: 6:06:59.478675
- B/E: 131 / 159 , Gen_loss: -0.36929724 MI_loss: 22.274338 Detection error: 0.010012567043304443 time: 6:07:00.350154
- B/E: 132 / 159 , Gen_loss: -0.35539928 MI_loss: 21.526297 Detection error: 0.010008454322814941 time: 6:07:01.320478
- B/E: 133 / 159 , Gen_loss: -0.35550508 MI_loss: 21.621826 Detection error: 0.010009348392486572 time: 6:07:02.198907
- B/E: 134 / 159 , Gen_loss: -0.3558528 MI_loss: 21.572813 Detection error: 0.010018765926361084 time: 6:07:03.079087
- B/E: 135 / 159 , Gen_loss: -0.3630122 MI_loss: 22.031445 Detection error: 0.010018587112426758 time: 6:07:03.967548
- B/E: 136 / 159 , Gen_loss: -0.35586187 MI_loss: 21.70762 Detection error: 0.010021209716796875 time: 6:07:04.856584
- B/E: 137 / 159 , Gen_loss: -0.35141888 MI_loss: 21.327108 Detection error: 0.010024011135101318 time: 6:07:05.735350
- B/E: 138 / 159 , Gen_loss: -0.36022192 MI_loss: 21.780067 Detection error: 0.010024964809417725 time: 6:07:06.613957
- B/E: 139 / 159 , Gen_loss: -0.36033595 MI_loss: 22.03675 Detection error: 0.01003122329711914 time: 6:07:07.501193
- B/E: 140 / 159 , Gen_loss: -0.35787892 MI_loss: 21.795063 Detection error: 0.010034561157226562 time: 6:07:08.384384
- B/E: 141 / 159 , Gen_loss: -0.36148366 MI_loss: 21.993002 Detection error: 0.010032355785369873 time: 6:07:09.265412
- B/E: 142 / 159 , Gen_loss: -0.3562277 MI_loss: 21.607025 Detection error: 0.010030567646026611 time: 6:07:10.152105
- B/E: 143 / 159 , Gen_loss: -0.3696771 MI_loss: 22.376484 Detection error: 0.010028660297393799 time: 6:07:11.037610
- B/E: 144 / 159 , Gen_loss: -0.35255587 MI_loss: 21.316807 Detection error: 0.010034024715423584 time: 6:07:11.916511
- B/E: 145 / 159 , Gen_loss: -0.35206243 MI_loss: 21.253048 Detection error: 0.010041117668151855 time: 6:07:12.804157
- B/E: 146 / 159 , Gen_loss: -0.35968214 MI_loss: 21.73259 Detection error: 0.010042726993560791 time: 6:07:13.692082
- B/E: 147 / 159 , Gen_loss: -0.3471081 MI_loss: 21.159683 Detection error: 0.010048747062683105 time: 6:07:14.572002
- B/E: 148 / 159 , Gen_loss: -0.35774836 MI_loss: 21.620287 Detection error: 0.010051369667053223 time: 6:07:15.537528
- B/E: 149 / 159 , Gen_loss: -0.35611695 MI_loss: 21.654663 Detection error: 0.010057687759399414 time: 6:07:16.398731
-
- Test Loss: 10.286774 Test Error: 0.010749995708465576
- -----
- EPOCH: 160
- B/E: 0 / 160 , Gen_loss: -0.36160278 MI_loss: 21.93515 Detection error: 0.010281264781951904 time: 6:07:18.317230
- B/E: 1 / 160 , Gen_loss: -0.33998933 MI_loss: 20.742374 Detection error: 0.010468721389770508 time: 6:07:39.427477
- B/E: 2 / 160 , Gen_loss: -0.35498247 MI_loss: 21.341679 Detection error: 0.01006251573562622 time: 6:07:40.254829
- B/E: 3 / 160 , Gen_loss: -0.35295558 MI_loss: 21.324923 Detection error: 0.009882807731628418 time: 6:07:41.066059
- B/E: 4 / 160 , Gen_loss: -0.3485935 MI_loss: 21.090096 Detection error: 0.009906232357025146 time: 6:07:41.836282
- B/E: 5 / 160 , Gen_loss: -0.36049643 MI_loss: 21.800974 Detection error: 0.009979188442230225 time: 6:07:42.622860
- B/E: 6 / 160 , Gen_loss: -0.3584957 MI_loss: 21.819592 Detection error: 0.010053575038909912 time: 6:07:43.519453
- B/E: 7 / 160 , Gen_loss: -0.3573229 MI_loss: 21.690666 Detection error: 0.010101556777954102 time: 6:07:44.402250
- B/E: 8 / 160 , Gen_loss: -0.35092664 MI_loss: 21.210533 Detection error: 0.009999990463256836 time: 6:07:45.235809
- B/E: 9 / 160 , Gen_loss: -0.3562735 MI_loss: 21.533 Detection error: 0.009962499141693115 time: 6:07:46.057401
- B/E: 10 / 160 , Gen_loss: -0.3680536 MI_loss: 22.390844 Detection error: 0.00996023416519165 time: 6:07:46.932423
- B/E: 11 / 160 , Gen_loss: -0.35667711 MI_loss: 21.740894 Detection error: 0.01001042127609253 time: 6:07:47.704160
- B/E: 12 / 160 , Gen_loss: -0.35760513 MI_loss: 21.823381 Detection error: 0.010081708431243896 time: 6:07:48.476584
- B/E: 13 / 160 , Gen_loss: -0.3503195 MI_loss: 21.177952 Detection error: 0.010113835334777832 time: 6:07:49.341333
- B/E: 14 / 160 , Gen_loss: -0.36138478 MI_loss: 21.95063 Detection error: 0.010052084922790527 time: 6:07:50.222682
- B/E: 15 / 160 , Gen_loss: -0.35426116 MI_loss: 21.499498 Detection error: 0.010039091110229492 time: 6:07:51.104404
- B/E: 16 / 160 , Gen_loss: -0.35894832 MI_loss: 21.601585 Detection error: 0.009987115859985352 time: 6:07:51.987755
- B/E: 17 / 160 , Gen_loss: -0.35927328 MI_loss: 21.760715 Detection error: 0.010019123554229736 time: 6:07:52.870767
- B/E: 18 / 160 , Gen_loss: -0.35536906 MI_loss: 21.276901 Detection error: 0.009958863258361816 time: 6:07:53.749660
- B/E: 19 / 160 , Gen_loss: -0.3575935 MI_loss: 21.757061 Detection error: 0.009968757629394531 time: 6:07:54.631540
- B/E: 20 / 160 , Gen_loss: -0.34306434 MI_loss: 20.72896 Detection error: 0.009992539882659912 time: 6:07:55.512436
- B/E: 21 / 160 , Gen_loss: -0.34623572 MI_loss: 20.937065 Detection error: 0.009978711605072021 time: 6:07:56.414323
- B/E: 22 / 160 , Gen_loss: -0.36722627 MI_loss: 22.193863 Detection error: 0.009970128536224365 time: 6:07:57.295222
- B/E: 23 / 160 , Gen_loss: -0.35394466 MI_loss: 21.48556 Detection error: 0.009950518608093262 time: 6:07:58.178194
- B/E: 24 / 160 , Gen_loss: -0.34125292 MI_loss: 20.615639 Detection error: 0.009957492351531982 time: 6:07:59.068458
- B/E: 25 / 160 , Gen_loss: -0.35124645 MI_loss: 21.201286 Detection error: 0.009996414184570312 time: 6:08:00.027417
- B/E: 26 / 160 , Gen_loss: -0.34868318 MI_loss: 21.27105 Detection error: 0.010049760341644287 time: 6:08:00.907077
- B/E: 27 / 160 , Gen_loss: -0.36049643 MI_loss: 21.88274 Detection error: 0.010056912899017334 time: 6:08:01.790615
- B/E: 28 / 160 , Gen_loss: -0.36559004 MI_loss: 22.179535 Detection error: 0.010073304176330566 time: 6:08:02.655292
- B/E: 29 / 160 , Gen_loss: -0.35837072 MI_loss: 21.723804 Detection error: 0.010077059268951416 time: 6:08:03.463458
- B/E: 30 / 160 , Gen_loss: -0.3515469 MI_loss: 21.311043 Detection error: 0.010051429271697998 time: 6:08:04.232294
- B/E: 31 / 160 , Gen_loss: -0.33883834 MI_loss: 20.560865 Detection error: 0.010030269622802734 time: 6:08:05.007739
- B/E: 32 / 160 , Gen_loss: -0.35172167 MI_loss: 21.452688 Detection error: 0.010028421878814697 time: 6:08:05.782968
- B/E: 33 / 160 , Gen_loss: -0.35126394 MI_loss: 21.333323 Detection error: 0.00999540090560913 time: 6:08:06.596883
- B/E: 34 / 160 , Gen_loss: -0.35621396 MI_loss: 21.645922 Detection error: 0.010013401508331299 time: 6:08:07.388383
- B/E: 35 / 160 , Gen_loss: -0.36514825 MI_loss: 22.208752 Detection error: 0.009996533393859863 time: 6:08:08.183225
- B/E: 36 / 160 , Gen_loss: -0.3569517 MI_loss: 21.587059 Detection error: 0.009994924068450928 time: 6:08:08.993057
- B/E: 37 / 160 , Gen_loss: -0.36280918 MI_loss: 21.978674 Detection error: 0.010003268718719482 time: 6:08:09.767954
- B/E: 38 / 160 , Gen_loss: -0.36061332 MI_loss: 21.806313 Detection error: 0.010016798973083496 time: 6:08:10.545375
- B/E: 39 / 160 , Gen_loss: -0.35727298 MI_loss: 21.64192 Detection error: 0.010000765323638916 time: 6:08:11.316947
- B/E: 40 / 160 , Gen_loss: -0.36220992 MI_loss: 22.062021 Detection error: 0.009996175765991211 time: 6:08:12.123307
- B/E: 41 / 160 , Gen_loss: -0.35107115 MI_loss: 21.260632 Detection error: 0.010003745555877686 time: 6:08:12.989507
- B/E: 42 / 160 , Gen_loss: -0.3495996 MI_loss: 21.107336 Detection error: 0.009984731674194336 time: 6:08:13.877269
- B/E: 43 / 160 , Gen_loss: -0.3581245 MI_loss: 21.70195 Detection error: 0.00999361276626587 time: 6:08:14.768012
- B/E: 44 / 160 , Gen_loss: -0.3643785 MI_loss: 22.151098 Detection error: 0.01000136137008667 time: 6:08:15.660807
- B/E: 45 / 160 , Gen_loss: -0.35202298 MI_loss: 21.293684 Detection error: 0.0100020170211792 time: 6:08:16.561074
- B/E: 46 / 160 , Gen_loss: -0.3578991 MI_loss: 21.806475 Detection error: 0.0100172758102417 time: 6:08:17.446298
- B/E: 47 / 160 , Gen_loss: -0.3609063 MI_loss: 21.806112 Detection error: 0.010016262531280518 time: 6:08:18.338622
- B/E: 48 / 160 , Gen_loss: -0.35779974 MI_loss: 21.772575 Detection error: 0.010026812553405762 time: 6:08:19.233095
- B/E: 49 / 160 , Gen_loss: -0.35240963 MI_loss: 21.467491 Detection error: 0.010040640830993652 time: 6:08:20.119993
- B/E: 50 / 160 , Gen_loss: -0.3541118 MI_loss: 21.46616 Detection error: 0.010041654109954834 time: 6:08:21.015161
- B/E: 51 / 160 , Gen_loss: -0.36131394 MI_loss: 21.970972 Detection error: 0.010049283504486084 time: 6:08:21.904183
- B/E: 52 / 160 , Gen_loss: -0.36783016 MI_loss: 22.326561 Detection error: 0.01003652811050415 time: 6:08:22.788602
- B/E: 53 / 160 , Gen_loss: -0.36675817 MI_loss: 22.288204 Detection error: 0.01005321741104126 time: 6:08:23.672266
- B/E: 54 / 160 , Gen_loss: -0.35769728 MI_loss: 21.760485 Detection error: 0.010050594806671143 time: 6:08:24.568559
- B/E: 55 / 160 , Gen_loss: -0.36364713 MI_loss: 22.198933 Detection error: 0.010043501853942871 time: 6:08:25.467014
- B/E: 56 / 160 , Gen_loss: -0.35929364 MI_loss: 21.772747 Detection error: 0.01002359390258789 time: 6:08:26.350241
- B/E: 57 / 160 , Gen_loss: -0.35785413 MI_loss: 21.738258 Detection error: 0.010022103786468506 time: 6:08:27.318746
- B/E: 58 / 160 , Gen_loss: -0.36332607 MI_loss: 21.91958 Detection error: 0.010009527206420898 time: 6:08:28.209562
- B/E: 59 / 160 , Gen_loss: -0.35995674 MI_loss: 21.86237 Detection error: 0.010040640830993652 time: 6:08:29.094907
- B/E: 60 / 160 , Gen_loss: -0.3660954 MI_loss: 22.067812 Detection error: 0.010026633739471436 time: 6:08:29.978232
- B/E: 61 / 160 , Gen_loss: -0.36369517 MI_loss: 22.09345 Detection error: 0.01002722978591919 time: 6:08:30.868766
- B/E: 62 / 160 , Gen_loss: -0.35517734 MI_loss: 21.560087 Detection error: 0.010027289390563965 time: 6:08:31.758723
- B/E: 63 / 160 , Gen_loss: -0.36363497 MI_loss: 22.084156 Detection error: 0.010034680366516113 time: 6:08:32.646866
- B/E: 64 / 160 , Gen_loss: -0.34491593 MI_loss: 20.989262 Detection error: 0.010028839111328125 time: 6:08:33.567173
- B/E: 65 / 160 , Gen_loss: -0.36385143 MI_loss: 22.083803 Detection error: 0.01002269983291626 time: 6:08:34.395076
- B/E: 66 / 160 , Gen_loss: -0.35875198 MI_loss: 21.666058 Detection error: 0.010025203227996826 time: 6:08:35.188006
- B/E: 67 / 160 , Gen_loss: -0.36695975 MI_loss: 22.353365 Detection error: 0.010021626949310303 time: 6:08:36.080123
- B/E: 68 / 160 , Gen_loss: -0.36523044 MI_loss: 22.1358 Detection error: 0.01002037525177002 time: 6:08:36.958869
- B/E: 69 / 160 , Gen_loss: -0.3620776 MI_loss: 22.04022 Detection error: 0.010031700134277344 time: 6:08:37.852960
- B/E: 70 / 160 , Gen_loss: -0.363089 MI_loss: 21.916864 Detection error: 0.010022878646850586 time: 6:08:38.736975
- B/E: 71 / 160 , Gen_loss: -0.3444351 MI_loss: 20.953281 Detection error: 0.010030806064605713 time: 6:08:39.613800
- B/E: 72 / 160 , Gen_loss: -0.35505053 MI_loss: 21.560024 Detection error: 0.010027825832366943 time: 6:08:40.515374
- B/E: 73 / 160 , Gen_loss: -0.35463452 MI_loss: 21.570215 Detection error: 0.010028302669525146 time: 6:08:41.494093
- B/E: 74 / 160 , Gen_loss: -0.36507964 MI_loss: 22.187538 Detection error: 0.010023355484008789 time: 6:08:42.381097
- B/E: 75 / 160 , Gen_loss: -0.35759053 MI_loss: 21.65881 Detection error: 0.010027110576629639 time: 6:08:43.269748
- B/E: 76 / 160 , Gen_loss: -0.34736753 MI_loss: 20.993671 Detection error: 0.010026812553405762 time: 6:08:44.161886
- B/E: 77 / 160 , Gen_loss: -0.35612473 MI_loss: 21.574997 Detection error: 0.010022461414337158 time: 6:08:45.052148
- B/E: 78 / 160 , Gen_loss: -0.3593009 MI_loss: 21.677486 Detection error: 0.010013043880462646 time: 6:08:45.883900
- B/E: 79 / 160 , Gen_loss: -0.3553556 MI_loss: 21.488068 Detection error: 0.01002812385559082 time: 6:08:46.697462
- B/E: 80 / 160 , Gen_loss: -0.360017 MI_loss: 21.814495 Detection error: 0.010039746761322021 time: 6:08:47.470967
- B/E: 81 / 160 , Gen_loss: -0.34703454 MI_loss: 20.79633 Detection error: 0.010027050971984863 time: 6:08:48.246507
- B/E: 82 / 160 , Gen_loss: -0.35942775 MI_loss: 21.820648 Detection error: 0.010026335716247559 time: 6:08:49.023357
- B/E: 83 / 160 , Gen_loss: -0.37059513 MI_loss: 22.509556 Detection error: 0.01002490520477295 time: 6:08:49.796824
- B/E: 84 / 160 , Gen_loss: -0.36384207 MI_loss: 22.03817 Detection error: 0.010025739669799805 time: 6:08:50.654774
- B/E: 85 / 160 , Gen_loss: -0.3574772 MI_loss: 21.523851 Detection error: 0.010005474090576172 time: 6:08:51.537498
- B/E: 86 / 160 , Gen_loss: -0.36472473 MI_loss: 22.056223 Detection error: 0.010003924369812012 time: 6:08:52.419844
- B/E: 87 / 160 , Gen_loss: -0.35163528 MI_loss: 21.254215 Detection error: 0.009990394115447998 time: 6:08:53.303304
- B/E: 88 / 160 , Gen_loss: -0.3534777 MI_loss: 21.408695 Detection error: 0.00998455286026001 time: 6:08:54.192649
- B/E: 89 / 160 , Gen_loss: -0.3597988 MI_loss: 21.875307 Detection error: 0.009985387325286865 time: 6:08:55.157706
- B/E: 90 / 160 , Gen_loss: -0.3638308 MI_loss: 21.979382 Detection error: 0.0099945068359375 time: 6:08:56.012530
- B/E: 91 / 160 , Gen_loss: -0.36177847 MI_loss: 22.116877 Detection error: 0.009995579719543457 time: 6:08:56.791270
- B/E: 92 / 160 , Gen_loss: -0.34854174 MI_loss: 21.032448 Detection error: 0.009985864162445068 time: 6:08:57.651719
- B/E: 93 / 160 , Gen_loss: -0.34961835 MI_loss: 21.174835 Detection error: 0.009986698627471924 time: 6:08:58.534831
- B/E: 94 / 160 , Gen_loss: -0.35230106 MI_loss: 21.524445 Detection error: 0.009998023509979248 time: 6:08:59.422898
- B/E: 95 / 160 , Gen_loss: -0.36094785 MI_loss: 21.931782 Detection error: 0.009999990463256836 time: 6:09:00.309956
- B/E: 96 / 160 , Gen_loss: -0.37090477 MI_loss: 22.455069 Detection error: 0.009996116161346436 time: 6:09:01.189969
- B/E: 97 / 160 , Gen_loss: -0.36087197 MI_loss: 21.811142 Detection error: 0.009992361068725586 time: 6:09:02.078167
- B/E: 98 / 160 , Gen_loss: -0.35244617 MI_loss: 21.241463 Detection error: 0.009976029396057129 time: 6:09:02.967540
- B/E: 99 / 160 , Gen_loss: -0.3653498 MI_loss: 22.058878 Detection error: 0.009975314140319824 time: 6:09:03.854841
- B/E: 100 / 160 , Gen_loss: -0.3606061 MI_loss: 21.870296 Detection error: 0.009976506233215332 time: 6:09:04.702457
- B/E: 101 / 160 , Gen_loss: -0.3620088 MI_loss: 21.925716 Detection error: 0.009980082511901855 time: 6:09:05.617851
- B/E: 102 / 160 , Gen_loss: -0.35050416 MI_loss: 21.295858 Detection error: 0.009981215000152588 time: 6:09:06.509390
- B/E: 103 / 160 , Gen_loss: -0.3588011 MI_loss: 21.83877 Detection error: 0.009985268115997314 time: 6:09:07.394498
- B/E: 104 / 160 , Gen_loss: -0.36561736 MI_loss: 22.087366 Detection error: 0.009981274604797363 time: 6:09:08.286558
- B/E: 105 / 160 , Gen_loss: -0.34984267 MI_loss: 21.201557 Detection error: 0.009979665279388428 time: 6:09:09.258499
- B/E: 106 / 160 , Gen_loss: -0.35328913 MI_loss: 21.329853 Detection error: 0.00998598337173462 time: 6:09:10.147351
- B/E: 107 / 160 , Gen_loss: -0.3563051 MI_loss: 21.527761 Detection error: 0.009991049766540527 time: 6:09:11.034512
- B/E: 108 / 160 , Gen_loss: -0.353365 MI_loss: 21.360733 Detection error: 0.009991705417633057 time: 6:09:11.922620
- B/E: 109 / 160 , Gen_loss: -0.35835943 MI_loss: 21.742676 Detection error: 0.009988367557525635 time: 6:09:12.841751
- B/E: 110 / 160 , Gen_loss: -0.35067543 MI_loss: 21.271442 Detection error: 0.009981989860534668 time: 6:09:13.729314
- B/E: 111 / 160 , Gen_loss: -0.36194897 MI_loss: 21.973211 Detection error: 0.009982705116271973 time: 6:09:14.599792
- B/E: 112 / 160 , Gen_loss: -0.36457878 MI_loss: 22.100002 Detection error: 0.009979248046875 time: 6:09:15.492020
- B/E: 113 / 160 , Gen_loss: -0.36516112 MI_loss: 22.265398 Detection error: 0.00998467206954956 time: 6:09:16.296552
- B/E: 114 / 160 , Gen_loss: -0.3548569 MI_loss: 21.3841 Detection error: 0.00998532772064209 time: 6:09:17.065873
- B/E: 115 / 160 , Gen_loss: -0.36914465 MI_loss: 22.08149 Detection error: 0.009981393814086914 time: 6:09:17.845304
- B/E: 116 / 160 , Gen_loss: -0.355177 MI_loss: 21.619532 Detection error: 0.00998234748840332 time: 6:09:18.637972
- B/E: 117 / 160 , Gen_loss: -0.34754023 MI_loss: 21.220818 Detection error: 0.009981751441955566 time: 6:09:19.500072
- B/E: 118 / 160 , Gen_loss: -0.3571984 MI_loss: 21.569063 Detection error: 0.00998002290725708 time: 6:09:20.384748
- B/E: 119 / 160 , Gen_loss: -0.36562994 MI_loss: 22.099352 Detection error: 0.009976565837860107 time: 6:09:21.267997
- B/E: 120 / 160 , Gen_loss: -0.350516 MI_loss: 21.092295 Detection error: 0.009975969791412354 time: 6:09:22.157220
- B/E: 121 / 160 , Gen_loss: -0.3578457 MI_loss: 21.843948 Detection error: 0.009981036186218262 time: 6:09:23.141431
- B/E: 122 / 160 , Gen_loss: -0.37109068 MI_loss: 22.48243 Detection error: 0.009971261024475098 time: 6:09:24.037297
- B/E: 123 / 160 , Gen_loss: -0.3543455 MI_loss: 21.551334 Detection error: 0.009967982769012451 time: 6:09:24.899635
- B/E: 124 / 160 , Gen_loss: -0.3641373 MI_loss: 22.155424 Detection error: 0.009967029094696045 time: 6:09:25.706834
- B/E: 125 / 160 , Gen_loss: -0.36702904 MI_loss: 22.22539 Detection error: 0.009967267513275146 time: 6:09:26.525070
- B/E: 126 / 160 , Gen_loss: -0.36147082 MI_loss: 21.903566 Detection error: 0.0099753737449646 time: 6:09:27.408114
- B/E: 127 / 160 , Gen_loss: -0.35097533 MI_loss: 21.292564 Detection error: 0.009973406791687012 time: 6:09:28.290899
- B/E: 128 / 160 , Gen_loss: -0.35331258 MI_loss: 21.439127 Detection error: 0.009981095790863037 time: 6:09:29.176590
- B/E: 129 / 160 , Gen_loss: -0.3625618 MI_loss: 22.289196 Detection error: 0.00998532772064209 time: 6:09:30.067348
- B/E: 130 / 160 , Gen_loss: -0.3594544 MI_loss: 21.74914 Detection error: 0.009992122650146484 time: 6:09:30.951148
- B/E: 131 / 160 , Gen_loss: -0.3590029 MI_loss: 21.747288 Detection error: 0.009998083114624023 time: 6:09:31.858379
- B/E: 132 / 160 , Gen_loss: -0.36515698 MI_loss: 21.976646 Detection error: 0.00999528169631958 time: 6:09:32.715750
- B/E: 133 / 160 , Gen_loss: -0.36397225 MI_loss: 22.007381 Detection error: 0.009999096393585205 time: 6:09:33.486749
- B/E: 134 / 160 , Gen_loss: -0.3515377 MI_loss: 21.419731 Detection error: 0.010006487369537354 time: 6:09:34.314528
- B/E: 135 / 160 , Gen_loss: -0.3693949 MI_loss: 22.32159 Detection error: 0.010005950927734375 time: 6:09:35.098697
- B/E: 136 / 160 , Gen_loss: -0.35416293 MI_loss: 21.444796 Detection error: 0.010006606578826904 time: 6:09:35.870998
- B/E: 137 / 160 , Gen_loss: -0.35237297 MI_loss: 21.232882 Detection error: 0.010008394718170166 time: 6:09:36.815364
- B/E: 138 / 160 , Gen_loss: -0.3552946 MI_loss: 21.638674 Detection error: 0.01000899076461792 time: 6:09:37.700669
- B/E: 139 / 160 , Gen_loss: -0.35962752 MI_loss: 21.745918 Detection error: 0.010016083717346191 time: 6:09:38.582442
- B/E: 140 / 160 , Gen_loss: -0.34931475 MI_loss: 21.205765 Detection error: 0.010015487670898438 time: 6:09:39.468073
- B/E: 141 / 160 , Gen_loss: -0.35540017 MI_loss: 21.478567 Detection error: 0.010015606880187988 time: 6:09:40.353632
- B/E: 142 / 160 , Gen_loss: -0.36256206 MI_loss: 21.904383 Detection error: 0.01001441478729248 time: 6:09:41.238009
- B/E: 143 / 160 , Gen_loss: -0.35911718 MI_loss: 21.636875 Detection error: 0.010012149810791016 time: 6:09:42.121040
- B/E: 144 / 160 , Gen_loss: -0.36300445 MI_loss: 21.95797 Detection error: 0.01002413034439087 time: 6:09:43.005767
- B/E: 145 / 160 , Gen_loss: -0.34746036 MI_loss: 21.02294 Detection error: 0.010028481483459473 time: 6:09:43.893248
- B/E: 146 / 160 , Gen_loss: -0.35694402 MI_loss: 21.592226 Detection error: 0.0100325345993042 time: 6:09:44.778108
- B/E: 147 / 160 , Gen_loss: -0.3616525 MI_loss: 21.880949 Detection error: 0.010031461715698242 time: 6:09:45.664784
- B/E: 148 / 160 , Gen_loss: -0.35506785 MI_loss: 21.657433 Detection error: 0.01003354787826538 time: 6:09:46.549122
- B/E: 149 / 160 , Gen_loss: -0.36257237 MI_loss: 21.942226 Detection error: 0.010040819644927979 time: 6:09:47.434498
-
- Test Loss: 10.291958 Test Error: 0.010749995708465576
- -----
- EPOCH: 161
- B/E: 0 / 161 , Gen_loss: -0.36069965 MI_loss: 21.853699 Detection error: 0.010375022888183594 time: 6:09:49.377175
- B/E: 1 / 161 , Gen_loss: -0.35817462 MI_loss: 21.617352 Detection error: 0.010406255722045898 time: 6:10:11.704473
- B/E: 2 / 161 , Gen_loss: -0.3489053 MI_loss: 21.010988 Detection error: 0.01003122329711914 time: 6:10:12.701912
- B/E: 3 / 161 , Gen_loss: -0.35797232 MI_loss: 21.72774 Detection error: 0.009874999523162842 time: 6:10:13.590398
- B/E: 4 / 161 , Gen_loss: -0.35680413 MI_loss: 21.652916 Detection error: 0.009887516498565674 time: 6:10:14.485935
- B/E: 5 / 161 , Gen_loss: -0.36267063 MI_loss: 22.154175 Detection error: 0.009994804859161377 time: 6:10:15.369504
- B/E: 6 / 161 , Gen_loss: -0.36050403 MI_loss: 22.003426 Detection error: 0.01007145643234253 time: 6:10:16.253768
- B/E: 7 / 161 , Gen_loss: -0.35301995 MI_loss: 21.313663 Detection error: 0.010050773620605469 time: 6:10:17.140873
- B/E: 8 / 161 , Gen_loss: -0.35443452 MI_loss: 21.563927 Detection error: 0.010034739971160889 time: 6:10:18.033351
- B/E: 9 / 161 , Gen_loss: -0.364542 MI_loss: 22.16312 Detection error: 0.009996891021728516 time: 6:10:18.919636
- B/E: 10 / 161 , Gen_loss: -0.36490822 MI_loss: 22.102568 Detection error: 0.01004260778427124 time: 6:10:19.804996
- B/E: 11 / 161 , Gen_loss: -0.34669623 MI_loss: 20.930294 Detection error: 0.009989559650421143 time: 6:10:20.689905
- B/E: 12 / 161 , Gen_loss: -0.3613907 MI_loss: 21.908457 Detection error: 0.010096132755279541 time: 6:10:21.575568
- B/E: 13 / 161 , Gen_loss: -0.35815686 MI_loss: 21.821587 Detection error: 0.010104894638061523 time: 6:10:22.458316
- B/E: 14 / 161 , Gen_loss: -0.35862285 MI_loss: 21.563784 Detection error: 0.010074973106384277 time: 6:10:23.340213
- B/E: 15 / 161 , Gen_loss: -0.35770822 MI_loss: 21.521212 Detection error: 0.01006251573562622 time: 6:10:24.228443
- B/E: 16 / 161 , Gen_loss: -0.371269 MI_loss: 22.49875 Detection error: 0.010025739669799805 time: 6:10:25.039146
- B/E: 17 / 161 , Gen_loss: -0.35593325 MI_loss: 21.472097 Detection error: 0.010022580623626709 time: 6:10:25.830658
- B/E: 18 / 161 , Gen_loss: -0.36368975 MI_loss: 21.908857 Detection error: 0.009952306747436523 time: 6:10:26.819004
- B/E: 19 / 161 , Gen_loss: -0.3538153 MI_loss: 21.573837 Detection error: 0.009978115558624268 time: 6:10:27.703134
- B/E: 20 / 161 , Gen_loss: -0.3553453 MI_loss: 21.542088 Detection error: 0.009998500347137451 time: 6:10:28.586792
- B/E: 21 / 161 , Gen_loss: -0.35376114 MI_loss: 21.396788 Detection error: 0.009981513023376465 time: 6:10:29.464793
- B/E: 22 / 161 , Gen_loss: -0.36763117 MI_loss: 22.187508 Detection error: 0.009948372840881348 time: 6:10:30.361575
- B/E: 23 / 161 , Gen_loss: -0.3579989 MI_loss: 21.59119 Detection error: 0.009966135025024414 time: 6:10:31.169907
- B/E: 24 / 161 , Gen_loss: -0.35674533 MI_loss: 21.68743 Detection error: 0.00998377799987793 time: 6:10:32.061827
- B/E: 25 / 161 , Gen_loss: -0.35298795 MI_loss: 21.308434 Detection error: 0.009981989860534668 time: 6:10:32.947211
- B/E: 26 / 161 , Gen_loss: -0.36022675 MI_loss: 21.850473 Detection error: 0.010038197040557861 time: 6:10:33.831688
- B/E: 27 / 161 , Gen_loss: -0.3532862 MI_loss: 21.28959 Detection error: 0.010060250759124756 time: 6:10:34.712957
- B/E: 28 / 161 , Gen_loss: -0.35892624 MI_loss: 21.736498 Detection error: 0.010058164596557617 time: 6:10:35.593035
- B/E: 29 / 161 , Gen_loss: -0.3568938 MI_loss: 21.626656 Detection error: 0.010080218315124512 time: 6:10:36.502542
- B/E: 30 / 161 , Gen_loss: -0.35902587 MI_loss: 21.85484 Detection error: 0.010051429271697998 time: 6:10:37.388312
- B/E: 31 / 161 , Gen_loss: -0.36405283 MI_loss: 22.045591 Detection error: 0.010023415088653564 time: 6:10:38.365773
- B/E: 32 / 161 , Gen_loss: -0.36038643 MI_loss: 22.0574 Detection error: 0.010028421878814697 time: 6:10:39.241961
- B/E: 33 / 161 , Gen_loss: -0.35300657 MI_loss: 21.30784 Detection error: 0.009999990463256836 time: 6:10:40.127410
- B/E: 34 / 161 , Gen_loss: -0.35220706 MI_loss: 21.578789 Detection error: 0.010006248950958252 time: 6:10:41.007235
- B/E: 35 / 161 , Gen_loss: -0.35397026 MI_loss: 21.41445 Detection error: 0.009996533393859863 time: 6:10:41.884477
- B/E: 36 / 161 , Gen_loss: -0.3702171 MI_loss: 22.359524 Detection error: 0.00999152660369873 time: 6:10:42.773923
- B/E: 37 / 161 , Gen_loss: -0.36471188 MI_loss: 22.18975 Detection error: 0.010002493858337402 time: 6:10:43.657180
- B/E: 38 / 161 , Gen_loss: -0.34930387 MI_loss: 21.244768 Detection error: 0.010018408298492432 time: 6:10:44.540224
- B/E: 39 / 161 , Gen_loss: -0.3463946 MI_loss: 20.92748 Detection error: 0.010007023811340332 time: 6:10:45.420422
- B/E: 40 / 161 , Gen_loss: -0.36978045 MI_loss: 22.382013 Detection error: 0.010008394718170166 time: 6:10:46.309594
- B/E: 41 / 161 , Gen_loss: -0.3628726 MI_loss: 21.919363 Detection error: 0.010008931159973145 time: 6:10:47.197272
- B/E: 42 / 161 , Gen_loss: -0.35443678 MI_loss: 21.403706 Detection error: 0.009996354579925537 time: 6:10:48.079060
- B/E: 43 / 161 , Gen_loss: -0.3542219 MI_loss: 21.39541 Detection error: 0.009995758533477783 time: 6:10:48.968673
- B/E: 44 / 161 , Gen_loss: -0.3581253 MI_loss: 21.644283 Detection error: 0.010004162788391113 time: 6:10:49.853813
- B/E: 45 / 161 , Gen_loss: -0.34964454 MI_loss: 21.120743 Detection error: 0.010011553764343262 time: 6:10:50.736752
- B/E: 46 / 161 , Gen_loss: -0.35996753 MI_loss: 21.755848 Detection error: 0.0100172758102417 time: 6:10:51.617796
- B/E: 47 / 161 , Gen_loss: -0.3595437 MI_loss: 21.883352 Detection error: 0.010020852088928223 time: 6:10:52.497639
- B/E: 48 / 161 , Gen_loss: -0.35351 MI_loss: 21.431572 Detection error: 0.010033786296844482 time: 6:10:53.465227
- B/E: 49 / 161 , Gen_loss: -0.3513281 MI_loss: 21.208244 Detection error: 0.01003497838973999 time: 6:10:54.358508
- B/E: 50 / 161 , Gen_loss: -0.35298193 MI_loss: 21.4031 Detection error: 0.010045945644378662 time: 6:10:55.239868
- B/E: 51 / 161 , Gen_loss: -0.35699257 MI_loss: 21.81519 Detection error: 0.010042667388916016 time: 6:10:56.125974
- B/E: 52 / 161 , Gen_loss: -0.35780853 MI_loss: 21.609636 Detection error: 0.010038316249847412 time: 6:10:57.010933
- B/E: 53 / 161 , Gen_loss: -0.35714486 MI_loss: 21.540585 Detection error: 0.010054409503936768 time: 6:10:57.894175
- B/E: 54 / 161 , Gen_loss: -0.3625613 MI_loss: 21.9189 Detection error: 0.010051131248474121 time: 6:10:58.783051
- B/E: 55 / 161 , Gen_loss: -0.3652882 MI_loss: 22.200123 Detection error: 0.010040760040283203 time: 6:10:59.670219
- B/E: 56 / 161 , Gen_loss: -0.3587459 MI_loss: 21.689465 Detection error: 0.0100175142288208 time: 6:11:00.555362
- B/E: 57 / 161 , Gen_loss: -0.34693894 MI_loss: 21.007168 Detection error: 0.010018885135650635 time: 6:11:01.415688
- B/E: 58 / 161 , Gen_loss: -0.3431112 MI_loss: 20.861986 Detection error: 0.010015368461608887 time: 6:11:02.281120
- B/E: 59 / 161 , Gen_loss: -0.37191135 MI_loss: 22.636236 Detection error: 0.010035395622253418 time: 6:11:03.211434
- B/E: 60 / 161 , Gen_loss: -0.3700666 MI_loss: 22.313206 Detection error: 0.01003485918045044 time: 6:11:03.989433
- B/E: 61 / 161 , Gen_loss: -0.34806523 MI_loss: 21.210457 Detection error: 0.010033249855041504 time: 6:11:04.896704
- B/E: 62 / 161 , Gen_loss: -0.3663578 MI_loss: 22.122984 Detection error: 0.010032713413238525 time: 6:11:05.785043
- B/E: 63 / 161 , Gen_loss: -0.36523905 MI_loss: 22.064686 Detection error: 0.010036110877990723 time: 6:11:06.746267
- B/E: 64 / 161 , Gen_loss: -0.36907873 MI_loss: 22.620277 Detection error: 0.010041356086730957 time: 6:11:07.628683
- B/E: 65 / 161 , Gen_loss: -0.3597224 MI_loss: 21.656189 Detection error: 0.010032176971435547 time: 6:11:08.544872
- B/E: 66 / 161 , Gen_loss: -0.3613513 MI_loss: 21.911865 Detection error: 0.010035932064056396 time: 6:11:09.428604
- B/E: 67 / 161 , Gen_loss: -0.35986295 MI_loss: 21.688412 Detection error: 0.010020196437835693 time: 6:11:10.356086
- B/E: 68 / 161 , Gen_loss: -0.35731995 MI_loss: 21.748701 Detection error: 0.010026276111602783 time: 6:11:11.249026
- B/E: 69 / 161 , Gen_loss: -0.35766494 MI_loss: 21.634626 Detection error: 0.010037064552307129 time: 6:11:12.134530
- B/E: 70 / 161 , Gen_loss: -0.35812044 MI_loss: 21.853022 Detection error: 0.010036110877990723 time: 6:11:13.018591
- B/E: 71 / 161 , Gen_loss: -0.34803578 MI_loss: 21.109142 Detection error: 0.01003730297088623 time: 6:11:13.902364
- B/E: 72 / 161 , Gen_loss: -0.35925785 MI_loss: 21.812744 Detection error: 0.010035932064056396 time: 6:11:14.806077
- B/E: 73 / 161 , Gen_loss: -0.35756987 MI_loss: 21.685143 Detection error: 0.010032951831817627 time: 6:11:15.696121
- B/E: 74 / 161 , Gen_loss: -0.36429232 MI_loss: 22.21699 Detection error: 0.010030806064605713 time: 6:11:16.578588
- B/E: 75 / 161 , Gen_loss: -0.35371152 MI_loss: 21.329817 Detection error: 0.010027945041656494 time: 6:11:17.460789
- B/E: 76 / 161 , Gen_loss: -0.34841612 MI_loss: 21.19004 Detection error: 0.010030031204223633 time: 6:11:18.351730
- B/E: 77 / 161 , Gen_loss: -0.36307767 MI_loss: 21.958199 Detection error: 0.010021209716796875 time: 6:11:19.237620
- B/E: 78 / 161 , Gen_loss: -0.37006953 MI_loss: 22.49807 Detection error: 0.010020196437835693 time: 6:11:20.124294
- B/E: 79 / 161 , Gen_loss: -0.3504776 MI_loss: 21.300869 Detection error: 0.010032832622528076 time: 6:11:21.109016
- B/E: 80 / 161 , Gen_loss: -0.36062115 MI_loss: 21.811117 Detection error: 0.010043978691101074 time: 6:11:21.991941
- B/E: 81 / 161 , Gen_loss: -0.3547173 MI_loss: 21.331095 Detection error: 0.01003122329711914 time: 6:11:22.881837
- B/E: 82 / 161 , Gen_loss: -0.34649634 MI_loss: 20.927954 Detection error: 0.010027885437011719 time: 6:11:23.766943
- B/E: 83 / 161 , Gen_loss: -0.35039878 MI_loss: 21.232887 Detection error: 0.010026395320892334 time: 6:11:24.651448
- B/E: 84 / 161 , Gen_loss: -0.35582453 MI_loss: 21.670128 Detection error: 0.010028660297393799 time: 6:11:25.537652
- B/E: 85 / 161 , Gen_loss: -0.37271523 MI_loss: 22.382671 Detection error: 0.010006904602050781 time: 6:11:26.422225
- B/E: 86 / 161 , Gen_loss: -0.36226493 MI_loss: 21.92931 Detection error: 0.01000070571899414 time: 6:11:27.311275
- B/E: 87 / 161 , Gen_loss: -0.3573339 MI_loss: 21.57559 Detection error: 0.00998544692993164 time: 6:11:28.194367
- B/E: 88 / 161 , Gen_loss: -0.355127 MI_loss: 21.448526 Detection error: 0.009979307651519775 time: 6:11:29.081560
- B/E: 89 / 161 , Gen_loss: -0.36312905 MI_loss: 22.126173 Detection error: 0.00998610258102417 time: 6:11:29.967693
- B/E: 90 / 161 , Gen_loss: -0.35894096 MI_loss: 21.693703 Detection error: 0.00998765230178833 time: 6:11:30.864678
- B/E: 91 / 161 , Gen_loss: -0.35685778 MI_loss: 21.665667 Detection error: 0.009991824626922607 time: 6:11:31.748982
- B/E: 92 / 161 , Gen_loss: -0.34562042 MI_loss: 20.915154 Detection error: 0.009978175163269043 time: 6:11:32.632080
- B/E: 93 / 161 , Gen_loss: -0.35425255 MI_loss: 21.610077 Detection error: 0.009982049465179443 time: 6:11:33.461039
- B/E: 94 / 161 , Gen_loss: -0.35924327 MI_loss: 21.914812 Detection error: 0.009989142417907715 time: 6:11:34.325794
- B/E: 95 / 161 , Gen_loss: -0.36496422 MI_loss: 22.11892 Detection error: 0.009995758533477783 time: 6:11:35.302305
- B/E: 96 / 161 , Gen_loss: -0.357735 MI_loss: 21.809288 Detection error: 0.009989380836486816 time: 6:11:36.182189
- B/E: 97 / 161 , Gen_loss: -0.3586429 MI_loss: 21.739243 Detection error: 0.00998467206954956 time: 6:11:37.067460
- B/E: 98 / 161 , Gen_loss: -0.355146 MI_loss: 21.401375 Detection error: 0.009969055652618408 time: 6:11:37.951974
- B/E: 99 / 161 , Gen_loss: -0.35842818 MI_loss: 21.703514 Detection error: 0.009968757629394531 time: 6:11:38.838316
- B/E: 100 / 161 , Gen_loss: -0.35465986 MI_loss: 21.49194 Detection error: 0.009970605373382568 time: 6:11:39.720859
- B/E: 101 / 161 , Gen_loss: -0.36751628 MI_loss: 22.38255 Detection error: 0.009981632232666016 time: 6:11:40.602143
- B/E: 102 / 161 , Gen_loss: -0.3481424 MI_loss: 21.083199 Detection error: 0.009980261325836182 time: 6:11:41.486160
- B/E: 103 / 161 , Gen_loss: -0.3578816 MI_loss: 21.664314 Detection error: 0.009981393814086914 time: 6:11:42.372622
- B/E: 104 / 161 , Gen_loss: -0.36138785 MI_loss: 21.86702 Detection error: 0.00998598337173462 time: 6:11:43.261459
- B/E: 105 / 161 , Gen_loss: -0.36588165 MI_loss: 22.192915 Detection error: 0.009981155395507812 time: 6:11:44.148873
- B/E: 106 / 161 , Gen_loss: -0.36145002 MI_loss: 22.024197 Detection error: 0.00998598337173462 time: 6:11:45.079074
- B/E: 107 / 161 , Gen_loss: -0.3656962 MI_loss: 22.0602 Detection error: 0.009986698627471924 time: 6:11:45.995094
- B/E: 108 / 161 , Gen_loss: -0.34517303 MI_loss: 20.80995 Detection error: 0.009995102882385254 time: 6:11:46.879485
- B/E: 109 / 161 , Gen_loss: -0.36619252 MI_loss: 22.27813 Detection error: 0.009988367557525635 time: 6:11:47.762556
- B/E: 110 / 161 , Gen_loss: -0.35717523 MI_loss: 21.48365 Detection error: 0.00998002290725708 time: 6:11:48.644566
- B/E: 111 / 161 , Gen_loss: -0.3629493 MI_loss: 22.02529 Detection error: 0.009979069232940674 time: 6:11:49.616452
- B/E: 112 / 161 , Gen_loss: -0.35927716 MI_loss: 21.855982 Detection error: 0.009979546070098877 time: 6:11:50.494992
- B/E: 113 / 161 , Gen_loss: -0.3481505 MI_loss: 21.326288 Detection error: 0.00998544692993164 time: 6:11:51.372906
- B/E: 114 / 161 , Gen_loss: -0.35485315 MI_loss: 21.65016 Detection error: 0.009981513023376465 time: 6:11:52.273572
- B/E: 115 / 161 , Gen_loss: -0.35868222 MI_loss: 21.699886 Detection error: 0.009978711605072021 time: 6:11:53.155488
- B/E: 116 / 161 , Gen_loss: -0.3590068 MI_loss: 21.770893 Detection error: 0.009977579116821289 time: 6:11:54.036756
- B/E: 117 / 161 , Gen_loss: -0.3513278 MI_loss: 21.252087 Detection error: 0.009983301162719727 time: 6:11:54.920360
- B/E: 118 / 161 , Gen_loss: -0.3620321 MI_loss: 21.906607 Detection error: 0.009975552558898926 time: 6:11:55.811712
- B/E: 119 / 161 , Gen_loss: -0.3607638 MI_loss: 21.861801 Detection error: 0.00997394323348999 time: 6:11:56.692054
- B/E: 120 / 161 , Gen_loss: -0.3639023 MI_loss: 22.123304 Detection error: 0.009976506233215332 time: 6:11:57.584835
- B/E: 121 / 161 , Gen_loss: -0.34550002 MI_loss: 21.050888 Detection error: 0.009978711605072021 time: 6:11:58.467910
- B/E: 122 / 161 , Gen_loss: -0.36047676 MI_loss: 21.654911 Detection error: 0.009970247745513916 time: 6:11:59.350594
- B/E: 123 / 161 , Gen_loss: -0.3537685 MI_loss: 21.459068 Detection error: 0.00996851921081543 time: 6:12:00.231870
- B/E: 124 / 161 , Gen_loss: -0.35918283 MI_loss: 21.9848 Detection error: 0.0099639892578125 time: 6:12:01.117985
- B/E: 125 / 161 , Gen_loss: -0.35836837 MI_loss: 21.654934 Detection error: 0.009965300559997559 time: 6:12:02.003915
- B/E: 126 / 161 , Gen_loss: -0.3606559 MI_loss: 21.895607 Detection error: 0.009975135326385498 time: 6:12:02.881955
- B/E: 127 / 161 , Gen_loss: -0.35970685 MI_loss: 21.857746 Detection error: 0.009977757930755615 time: 6:12:03.855194
- B/E: 128 / 161 , Gen_loss: -0.36376008 MI_loss: 22.078651 Detection error: 0.009978711605072021 time: 6:12:04.734670
- B/E: 129 / 161 , Gen_loss: -0.36970603 MI_loss: 22.425383 Detection error: 0.009989440441131592 time: 6:12:05.623424
- B/E: 130 / 161 , Gen_loss: -0.36036623 MI_loss: 21.819752 Detection error: 0.009992599487304688 time: 6:12:06.507680
- B/E: 131 / 161 , Gen_loss: -0.35979542 MI_loss: 21.732105 Detection error: 0.009999513626098633 time: 6:12:07.391376
- B/E: 132 / 161 , Gen_loss: -0.3633355 MI_loss: 22.034723 Detection error: 0.009995758533477783 time: 6:12:08.283480
- B/E: 133 / 161 , Gen_loss: -0.35099626 MI_loss: 21.428799 Detection error: 0.009996473789215088 time: 6:12:09.168392
- B/E: 134 / 161 , Gen_loss: -0.34876198 MI_loss: 21.238907 Detection error: 0.01000511646270752 time: 6:12:10.051780
- B/E: 135 / 161 , Gen_loss: -0.36289507 MI_loss: 22.094738 Detection error: 0.010007143020629883 time: 6:12:10.935668
- B/E: 136 / 161 , Gen_loss: -0.36492515 MI_loss: 22.152435 Detection error: 0.010008692741394043 time: 6:12:11.824174
- B/E: 137 / 161 , Gen_loss: -0.3503407 MI_loss: 21.33516 Detection error: 0.010007917881011963 time: 6:12:12.710483
- B/E: 138 / 161 , Gen_loss: -0.36345664 MI_loss: 22.04413 Detection error: 0.010013282299041748 time: 6:12:13.592046
- B/E: 139 / 161 , Gen_loss: -0.3616204 MI_loss: 22.034893 Detection error: 0.010019838809967041 time: 6:12:14.478864
- B/E: 140 / 161 , Gen_loss: -0.3623667 MI_loss: 21.99443 Detection error: 0.010021746158599854 time: 6:12:15.361668
- B/E: 141 / 161 , Gen_loss: -0.36383563 MI_loss: 21.839058 Detection error: 0.01001673936843872 time: 6:12:16.243798
- B/E: 142 / 161 , Gen_loss: -0.36110333 MI_loss: 21.900774 Detection error: 0.010018110275268555 time: 6:12:17.126099
- B/E: 143 / 161 , Gen_loss: -0.35719252 MI_loss: 21.602259 Detection error: 0.01001584529876709 time: 6:12:18.093542
- B/E: 144 / 161 , Gen_loss: -0.35496166 MI_loss: 21.31506 Detection error: 0.010022401809692383 time: 6:12:18.979533
- B/E: 145 / 161 , Gen_loss: -0.35582888 MI_loss: 21.702984 Detection error: 0.010029733180999756 time: 6:12:19.865284
- B/E: 146 / 161 , Gen_loss: -0.34661037 MI_loss: 20.966177 Detection error: 0.010032117366790771 time: 6:12:20.749045
- B/E: 147 / 161 , Gen_loss: -0.37727168 MI_loss: 22.9458 Detection error: 0.010036766529083252 time: 6:12:21.634194
- B/E: 148 / 161 , Gen_loss: -0.35773003 MI_loss: 21.66947 Detection error: 0.01003563404083252 time: 6:12:22.516748
- B/E: 149 / 161 , Gen_loss: -0.35496038 MI_loss: 21.554482 Detection error: 0.010041236877441406 time: 6:12:23.411654
-
- Test Loss: 10.275623 Test Error: 0.01077502965927124
- -----
- EPOCH: 162
- B/E: 0 / 162 , Gen_loss: -0.35535485 MI_loss: 21.548456 Detection error: 0.010468721389770508 time: 6:12:25.449641
- B/E: 1 / 162 , Gen_loss: -0.34561476 MI_loss: 20.864807 Detection error: 0.010500013828277588 time: 6:12:47.274490
- B/E: 2 / 162 , Gen_loss: -0.3572077 MI_loss: 21.61853 Detection error: 0.010197937488555908 time: 6:12:48.185144
- B/E: 3 / 162 , Gen_loss: -0.3621025 MI_loss: 22.114664 Detection error: 0.010039091110229492 time: 6:12:49.067918
- B/E: 4 / 162 , Gen_loss: -0.3546246 MI_loss: 21.563736 Detection error: 0.010018765926361084 time: 6:12:49.950363
- B/E: 5 / 162 , Gen_loss: -0.3550457 MI_loss: 21.735443 Detection error: 0.010052084922790527 time: 6:12:50.942275
- B/E: 6 / 162 , Gen_loss: -0.35367408 MI_loss: 21.41647 Detection error: 0.010093748569488525 time: 6:12:51.826618
- B/E: 7 / 162 , Gen_loss: -0.35700232 MI_loss: 21.56629 Detection error: 0.010105490684509277 time: 6:12:52.708208
- B/E: 8 / 162 , Gen_loss: -0.36269683 MI_loss: 21.93538 Detection error: 0.01003122329711914 time: 6:12:53.589548
- B/E: 9 / 162 , Gen_loss: -0.36328018 MI_loss: 22.153147 Detection error: 0.010012507438659668 time: 6:12:54.475941
- B/E: 10 / 162 , Gen_loss: -0.3639672 MI_loss: 21.931463 Detection error: 0.009991466999053955 time: 6:12:55.369490
- B/E: 11 / 162 , Gen_loss: -0.35799664 MI_loss: 21.552355 Detection error: 0.009999990463256836 time: 6:12:56.250333
- B/E: 12 / 162 , Gen_loss: -0.36140484 MI_loss: 21.962425 Detection error: 0.010088920593261719 time: 6:12:57.134497
- B/E: 13 / 162 , Gen_loss: -0.35754263 MI_loss: 21.533762 Detection error: 0.010104894638061523 time: 6:12:58.021230
- B/E: 14 / 162 , Gen_loss: -0.3638321 MI_loss: 22.033377 Detection error: 0.010049998760223389 time: 6:12:58.912282
- B/E: 15 / 162 , Gen_loss: -0.36028045 MI_loss: 21.738354 Detection error: 0.010058581829071045 time: 6:12:59.796218
- B/E: 16 / 162 , Gen_loss: -0.35290793 MI_loss: 21.476717 Detection error: 0.010036766529083252 time: 6:13:00.704514
- B/E: 17 / 162 , Gen_loss: -0.3609675 MI_loss: 21.74435 Detection error: 0.010026037693023682 time: 6:13:01.592660
- B/E: 18 / 162 , Gen_loss: -0.3575369 MI_loss: 21.753626 Detection error: 0.00996708869934082 time: 6:13:02.423974
- B/E: 19 / 162 , Gen_loss: -0.34750083 MI_loss: 21.14753 Detection error: 0.009965598583221436 time: 6:13:03.264238
- B/E: 20 / 162 , Gen_loss: -0.3584594 MI_loss: 21.505161 Detection error: 0.01000744104385376 time: 6:13:04.232980
- B/E: 21 / 162 , Gen_loss: -0.3472852 MI_loss: 21.098349 Detection error: 0.010004281997680664 time: 6:13:05.118103
- B/E: 22 / 162 , Gen_loss: -0.35430843 MI_loss: 21.348438 Detection error: 0.009986400604248047 time: 6:13:06.002552
- B/E: 23 / 162 , Gen_loss: -0.3526671 MI_loss: 21.362816 Detection error: 0.009975254535675049 time: 6:13:06.909003
- B/E: 24 / 162 , Gen_loss: -0.35585606 MI_loss: 21.706621 Detection error: 0.009998738765716553 time: 6:13:07.787760
- B/E: 25 / 162 , Gen_loss: -0.35894626 MI_loss: 21.732187 Detection error: 0.01000601053237915 time: 6:13:08.671021
- B/E: 26 / 162 , Gen_loss: -0.3571541 MI_loss: 21.821667 Detection error: 0.010065972805023193 time: 6:13:09.552129
- B/E: 27 / 162 , Gen_loss: -0.3606896 MI_loss: 21.929113 Detection error: 0.010066986083984375 time: 6:13:10.437383
- B/E: 28 / 162 , Gen_loss: -0.35997352 MI_loss: 21.812609 Detection error: 0.010056018829345703 time: 6:13:11.321855
- B/E: 29 / 162 , Gen_loss: -0.3593767 MI_loss: 21.82117 Detection error: 0.010091662406921387 time: 6:13:12.202052
- B/E: 30 / 162 , Gen_loss: -0.35495657 MI_loss: 21.4282 Detection error: 0.010066509246826172 time: 6:13:13.084115
- B/E: 31 / 162 , Gen_loss: -0.36201027 MI_loss: 21.729277 Detection error: 0.010029315948486328 time: 6:13:13.966508
- B/E: 32 / 162 , Gen_loss: -0.35905692 MI_loss: 21.803661 Detection error: 0.010041654109954834 time: 6:13:14.849250
- B/E: 33 / 162 , Gen_loss: -0.35081035 MI_loss: 21.232315 Detection error: 0.010017454624176025 time: 6:13:15.730232
- B/E: 34 / 162 , Gen_loss: -0.3580205 MI_loss: 21.644691 Detection error: 0.01000446081161499 time: 6:13:16.609905
- B/E: 35 / 162 , Gen_loss: -0.36473724 MI_loss: 22.046568 Detection error: 0.010003447532653809 time: 6:13:17.494338
- B/E: 36 / 162 , Gen_loss: -0.36460012 MI_loss: 22.087872 Detection error: 0.010010123252868652 time: 6:13:18.473396
- B/E: 37 / 162 , Gen_loss: -0.36610812 MI_loss: 22.207346 Detection error: 0.010012328624725342 time: 6:13:19.362586
- B/E: 38 / 162 , Gen_loss: -0.3555787 MI_loss: 21.597334 Detection error: 0.01003044843673706 time: 6:13:20.246858
- B/E: 39 / 162 , Gen_loss: -0.35516936 MI_loss: 21.514814 Detection error: 0.010019540786743164 time: 6:13:21.130110
- B/E: 40 / 162 , Gen_loss: -0.36077857 MI_loss: 21.799019 Detection error: 0.010016024112701416 time: 6:13:22.014082
- B/E: 41 / 162 , Gen_loss: -0.35237446 MI_loss: 21.385992 Detection error: 0.010015606880187988 time: 6:13:22.907268
- B/E: 42 / 162 , Gen_loss: -0.3481355 MI_loss: 21.11732 Detection error: 0.010010898113250732 time: 6:13:23.792469
- B/E: 43 / 162 , Gen_loss: -0.3581667 MI_loss: 21.668016 Detection error: 0.010007083415985107 time: 6:13:24.681978
- B/E: 44 / 162 , Gen_loss: -0.3509649 MI_loss: 21.392082 Detection error: 0.010021507740020752 time: 6:13:25.573501
- B/E: 45 / 162 , Gen_loss: -0.3570159 MI_loss: 21.79188 Detection error: 0.010023117065429688 time: 6:13:26.457992
- B/E: 46 / 162 , Gen_loss: -0.3556127 MI_loss: 21.52635 Detection error: 0.010036587715148926 time: 6:13:27.340820
- B/E: 47 / 162 , Gen_loss: -0.3679213 MI_loss: 22.225212 Detection error: 0.010039091110229492 time: 6:13:28.227429
- B/E: 48 / 162 , Gen_loss: -0.35153863 MI_loss: 21.431 Detection error: 0.010042726993560791 time: 6:13:29.117156
- B/E: 49 / 162 , Gen_loss: -0.34701732 MI_loss: 20.998495 Detection error: 0.010046899318695068 time: 6:13:30.001619
- B/E: 50 / 162 , Gen_loss: -0.34693828 MI_loss: 21.002085 Detection error: 0.01005333662033081 time: 6:13:30.881896
- B/E: 51 / 162 , Gen_loss: -0.35929602 MI_loss: 21.926136 Detection error: 0.010053455829620361 time: 6:13:31.766360
- B/E: 52 / 162 , Gen_loss: -0.35409766 MI_loss: 21.578295 Detection error: 0.010053634643554688 time: 6:13:32.732533
- B/E: 53 / 162 , Gen_loss: -0.36981195 MI_loss: 22.258572 Detection error: 0.010061323642730713 time: 6:13:33.622973
- B/E: 54 / 162 , Gen_loss: -0.35464904 MI_loss: 21.506912 Detection error: 0.01006251573562622 time: 6:13:34.523133
- B/E: 55 / 162 , Gen_loss: -0.3649261 MI_loss: 22.146372 Detection error: 0.01003962755203247 time: 6:13:35.412425
- B/E: 56 / 162 , Gen_loss: -0.3673288 MI_loss: 22.374008 Detection error: 0.010036170482635498 time: 6:13:36.281082
- B/E: 57 / 162 , Gen_loss: -0.36929208 MI_loss: 22.330683 Detection error: 0.01002800464630127 time: 6:13:37.168522
- B/E: 58 / 162 , Gen_loss: -0.3545826 MI_loss: 21.536095 Detection error: 0.010017454624176025 time: 6:13:38.066686
- B/E: 59 / 162 , Gen_loss: -0.35880986 MI_loss: 21.83953 Detection error: 0.010041654109954834 time: 6:13:38.956415
- B/E: 60 / 162 , Gen_loss: -0.35387582 MI_loss: 21.376925 Detection error: 0.010035872459411621 time: 6:13:39.843375
- B/E: 61 / 162 , Gen_loss: -0.3621548 MI_loss: 21.995485 Detection error: 0.010034799575805664 time: 6:13:40.723705
- B/E: 62 / 162 , Gen_loss: -0.36998653 MI_loss: 22.405561 Detection error: 0.010044634342193604 time: 6:13:41.622605
- B/E: 63 / 162 , Gen_loss: -0.36214066 MI_loss: 22.05055 Detection error: 0.010048329830169678 time: 6:13:42.507467
- B/E: 64 / 162 , Gen_loss: -0.36271954 MI_loss: 21.89515 Detection error: 0.01004183292388916 time: 6:13:43.390601
- B/E: 65 / 162 , Gen_loss: -0.35930166 MI_loss: 21.772186 Detection error: 0.010043561458587646 time: 6:13:44.288071
- B/E: 66 / 162 , Gen_loss: -0.37020868 MI_loss: 22.529789 Detection error: 0.010046184062957764 time: 6:13:45.168856
- B/E: 67 / 162 , Gen_loss: -0.36603725 MI_loss: 22.075962 Detection error: 0.010034918785095215 time: 6:13:46.048896
- B/E: 68 / 162 , Gen_loss: -0.3560471 MI_loss: 21.671255 Detection error: 0.010038495063781738 time: 6:13:47.029511
- B/E: 69 / 162 , Gen_loss: -0.3642156 MI_loss: 22.055212 Detection error: 0.01004868745803833 time: 6:13:47.917525
- B/E: 70 / 162 , Gen_loss: -0.36170536 MI_loss: 22.038893 Detection error: 0.010037839412689209 time: 6:13:48.795827
- B/E: 71 / 162 , Gen_loss: -0.34792328 MI_loss: 21.211905 Detection error: 0.010041236877441406 time: 6:13:49.675978
- B/E: 72 / 162 , Gen_loss: -0.36077216 MI_loss: 21.89283 Detection error: 0.0100364089012146 time: 6:13:50.556492
- B/E: 73 / 162 , Gen_loss: -0.35294428 MI_loss: 21.376308 Detection error: 0.010035037994384766 time: 6:13:51.438655
- B/E: 74 / 162 , Gen_loss: -0.35123858 MI_loss: 21.233837 Detection error: 0.010037481784820557 time: 6:13:52.323917
- B/E: 75 / 162 , Gen_loss: -0.35077897 MI_loss: 21.411911 Detection error: 0.010029613971710205 time: 6:13:53.205294
- B/E: 76 / 162 , Gen_loss: -0.362532 MI_loss: 21.916676 Detection error: 0.010034501552581787 time: 6:13:54.099748
- B/E: 77 / 162 , Gen_loss: -0.35224584 MI_loss: 21.348927 Detection error: 0.010031640529632568 time: 6:13:54.977628
- B/E: 78 / 162 , Gen_loss: -0.3614433 MI_loss: 21.82676 Detection error: 0.01002413034439087 time: 6:13:55.862001
- B/E: 79 / 162 , Gen_loss: -0.353822 MI_loss: 21.462101 Detection error: 0.0100441575050354 time: 6:13:56.747308
- B/E: 80 / 162 , Gen_loss: -0.3584886 MI_loss: 21.711758 Detection error: 0.010046303272247314 time: 6:13:57.628793
- B/E: 81 / 162 , Gen_loss: -0.3594283 MI_loss: 21.78589 Detection error: 0.010035455226898193 time: 6:13:58.507780
- B/E: 82 / 162 , Gen_loss: -0.35816622 MI_loss: 21.763557 Detection error: 0.010035395622253418 time: 6:13:59.393030
- B/E: 83 / 162 , Gen_loss: -0.37352988 MI_loss: 22.585293 Detection error: 0.010034620761871338 time: 6:14:00.282858
- B/E: 84 / 162 , Gen_loss: -0.35372907 MI_loss: 21.639557 Detection error: 0.010031640529632568 time: 6:14:01.248546
- B/E: 85 / 162 , Gen_loss: -0.36103803 MI_loss: 21.851053 Detection error: 0.010013461112976074 time: 6:14:02.129107
- B/E: 86 / 162 , Gen_loss: -0.35216182 MI_loss: 21.396513 Detection error: 0.010017216205596924 time: 6:14:03.020350
- B/E: 87 / 162 , Gen_loss: -0.34998614 MI_loss: 21.262297 Detection error: 0.009999632835388184 time: 6:14:03.906149
- B/E: 88 / 162 , Gen_loss: -0.35264423 MI_loss: 21.322313 Detection error: 0.009989440441131592 time: 6:14:04.787347
- B/E: 89 / 162 , Gen_loss: -0.35075188 MI_loss: 21.25317 Detection error: 0.010002076625823975 time: 6:14:05.671983
- B/E: 90 / 162 , Gen_loss: -0.36111093 MI_loss: 21.899776 Detection error: 0.010001718997955322 time: 6:14:06.561747
- B/E: 91 / 162 , Gen_loss: -0.35733795 MI_loss: 21.555912 Detection error: 0.010006129741668701 time: 6:14:07.444491
- B/E: 92 / 162 , Gen_loss: -0.35997054 MI_loss: 21.951406 Detection error: 0.00999295711517334 time: 6:14:08.330458
- B/E: 93 / 162 , Gen_loss: -0.3495975 MI_loss: 21.227303 Detection error: 0.009995341300964355 time: 6:14:09.216681
- B/E: 94 / 162 , Gen_loss: -0.35437587 MI_loss: 21.568892 Detection error: 0.010012507438659668 time: 6:14:10.104841
- B/E: 95 / 162 , Gen_loss: -0.35057062 MI_loss: 21.246073 Detection error: 0.010007798671722412 time: 6:14:10.982859
- B/E: 96 / 162 , Gen_loss: -0.36257377 MI_loss: 22.013723 Detection error: 0.01000678539276123 time: 6:14:11.866865
- B/E: 97 / 162 , Gen_loss: -0.3553691 MI_loss: 21.547237 Detection error: 0.010000646114349365 time: 6:14:12.754723
- B/E: 98 / 162 , Gen_loss: -0.36162946 MI_loss: 21.85865 Detection error: 0.009981691837310791 time: 6:14:13.637109
- B/E: 99 / 162 , Gen_loss: -0.36332822 MI_loss: 22.128521 Detection error: 0.00998467206954956 time: 6:14:14.515857
- B/E: 100 / 162 , Gen_loss: -0.3589428 MI_loss: 21.712818 Detection error: 0.00998610258102417 time: 6:14:15.475414
- B/E: 101 / 162 , Gen_loss: -0.3569718 MI_loss: 21.688068 Detection error: 0.009988367557525635 time: 6:14:16.383647
- B/E: 102 / 162 , Gen_loss: -0.36473316 MI_loss: 22.043156 Detection error: 0.009988486766815186 time: 6:14:17.266565
- B/E: 103 / 162 , Gen_loss: -0.36822802 MI_loss: 22.154213 Detection error: 0.009988605976104736 time: 6:14:18.144818
- B/E: 104 / 162 , Gen_loss: -0.35974416 MI_loss: 21.660715 Detection error: 0.009989261627197266 time: 6:14:19.040508
- B/E: 105 / 162 , Gen_loss: -0.34452105 MI_loss: 20.910408 Detection error: 0.009991765022277832 time: 6:14:19.927451
- B/E: 106 / 162 , Gen_loss: -0.35396412 MI_loss: 21.552303 Detection error: 0.009992718696594238 time: 6:14:20.809637
- B/E: 107 / 162 , Gen_loss: -0.3602981 MI_loss: 21.897346 Detection error: 0.00999593734741211 time: 6:14:21.691980
- B/E: 108 / 162 , Gen_loss: -0.3566323 MI_loss: 21.485111 Detection error: 0.009998857975006104 time: 6:14:22.598383
- B/E: 109 / 162 , Gen_loss: -0.36270493 MI_loss: 22.009888 Detection error: 0.0100020170211792 time: 6:14:23.480823
- B/E: 110 / 162 , Gen_loss: -0.3613841 MI_loss: 21.867588 Detection error: 0.009992420673370361 time: 6:14:24.361654
- B/E: 111 / 162 , Gen_loss: -0.35261607 MI_loss: 21.364632 Detection error: 0.009988009929656982 time: 6:14:25.237591
- B/E: 112 / 162 , Gen_loss: -0.35709876 MI_loss: 21.636301 Detection error: 0.009990572929382324 time: 6:14:26.125753
- B/E: 113 / 162 , Gen_loss: -0.35770747 MI_loss: 21.60762 Detection error: 0.009993135929107666 time: 6:14:27.011872
- B/E: 114 / 162 , Gen_loss: -0.35856467 MI_loss: 21.655949 Detection error: 0.009991288185119629 time: 6:14:27.894390
- B/E: 115 / 162 , Gen_loss: -0.3610165 MI_loss: 21.716516 Detection error: 0.009987056255340576 time: 6:14:28.778687
- B/E: 116 / 162 , Gen_loss: -0.3536544 MI_loss: 21.601776 Detection error: 0.009989321231842041 time: 6:14:29.756710
- B/E: 117 / 162 , Gen_loss: -0.35734707 MI_loss: 21.697128 Detection error: 0.009989380836486816 time: 6:14:30.639351
- B/E: 118 / 162 , Gen_loss: -0.36217555 MI_loss: 21.955608 Detection error: 0.009985804557800293 time: 6:14:31.522493
- B/E: 119 / 162 , Gen_loss: -0.36319938 MI_loss: 22.013865 Detection error: 0.009981751441955566 time: 6:14:32.404948
- B/E: 120 / 162 , Gen_loss: -0.34650195 MI_loss: 20.91119 Detection error: 0.009982466697692871 time: 6:14:33.354781
- B/E: 121 / 162 , Gen_loss: -0.36226436 MI_loss: 21.963017 Detection error: 0.009987711906433105 time: 6:14:34.278509
- B/E: 122 / 162 , Gen_loss: -0.35318735 MI_loss: 21.36208 Detection error: 0.009977877140045166 time: 6:14:35.167055
- B/E: 123 / 162 , Gen_loss: -0.35503286 MI_loss: 21.4387 Detection error: 0.009975314140319824 time: 6:14:36.047018
- B/E: 124 / 162 , Gen_loss: -0.3633624 MI_loss: 22.101292 Detection error: 0.009975731372833252 time: 6:14:36.935479
- B/E: 125 / 162 , Gen_loss: -0.35569513 MI_loss: 21.421368 Detection error: 0.009972214698791504 time: 6:14:37.832193
- B/E: 126 / 162 , Gen_loss: -0.36530817 MI_loss: 22.283941 Detection error: 0.009983241558074951 time: 6:14:38.766142
- B/E: 127 / 162 , Gen_loss: -0.35178876 MI_loss: 21.376822 Detection error: 0.009980440139770508 time: 6:14:39.646404
- B/E: 128 / 162 , Gen_loss: -0.35489628 MI_loss: 21.39713 Detection error: 0.009986162185668945 time: 6:14:40.529607
- B/E: 129 / 162 , Gen_loss: -0.3612854 MI_loss: 21.951332 Detection error: 0.009996414184570312 time: 6:14:41.417534
- B/E: 130 / 162 , Gen_loss: -0.36522374 MI_loss: 22.204918 Detection error: 0.010001897811889648 time: 6:14:42.304476
- B/E: 131 / 162 , Gen_loss: -0.35153365 MI_loss: 21.329407 Detection error: 0.010008513927459717 time: 6:14:43.183150
- B/E: 132 / 162 , Gen_loss: -0.37246725 MI_loss: 22.649696 Detection error: 0.010001420974731445 time: 6:14:44.149777
- B/E: 133 / 162 , Gen_loss: -0.35504723 MI_loss: 21.614134 Detection error: 0.010000228881835938 time: 6:14:45.038054
- B/E: 134 / 162 , Gen_loss: -0.36115715 MI_loss: 21.900043 Detection error: 0.010011792182922363 time: 6:14:45.922331
- B/E: 135 / 162 , Gen_loss: -0.36004725 MI_loss: 21.754566 Detection error: 0.010012149810791016 time: 6:14:46.800629
- B/E: 136 / 162 , Gen_loss: -0.3660949 MI_loss: 22.247955 Detection error: 0.01001209020614624 time: 6:14:47.691022
- B/E: 137 / 162 , Gen_loss: -0.35282466 MI_loss: 21.393389 Detection error: 0.010014951229095459 time: 6:14:48.578135
- B/E: 138 / 162 , Gen_loss: -0.3503198 MI_loss: 21.406635 Detection error: 0.01001662015914917 time: 6:14:49.466815
- B/E: 139 / 162 , Gen_loss: -0.36396974 MI_loss: 22.078074 Detection error: 0.010022521018981934 time: 6:14:50.341736
- B/E: 140 / 162 , Gen_loss: -0.35952422 MI_loss: 21.84312 Detection error: 0.010023295879364014 time: 6:14:51.230444
- B/E: 141 / 162 , Gen_loss: -0.36777806 MI_loss: 22.34665 Detection error: 0.010022461414337158 time: 6:14:52.112163
- B/E: 142 / 162 , Gen_loss: -0.3615889 MI_loss: 21.873947 Detection error: 0.010019421577453613 time: 6:14:52.990245
- B/E: 143 / 162 , Gen_loss: -0.36354926 MI_loss: 22.221802 Detection error: 0.010016918182373047 time: 6:14:53.898908
- B/E: 144 / 162 , Gen_loss: -0.3571275 MI_loss: 21.689655 Detection error: 0.010026276111602783 time: 6:14:54.775380
- B/E: 145 / 162 , Gen_loss: -0.36198545 MI_loss: 21.899887 Detection error: 0.01003122329711914 time: 6:14:55.667212
- B/E: 146 / 162 , Gen_loss: -0.35112646 MI_loss: 21.262913 Detection error: 0.010036349296569824 time: 6:14:56.554352
- B/E: 147 / 162 , Gen_loss: -0.36161396 MI_loss: 21.941463 Detection error: 0.010036110877990723 time: 6:14:57.461639
- B/E: 148 / 162 , Gen_loss: -0.35348028 MI_loss: 21.33474 Detection error: 0.010040700435638428 time: 6:14:58.454210
- B/E: 149 / 162 , Gen_loss: -0.35392782 MI_loss: 21.45493 Detection error: 0.010046064853668213 time: 6:14:59.366991
-
- Test Loss: 10.269449 Test Error: 0.010725021362304688
- -----
- EPOCH: 163
- B/E: 0 / 163 , Gen_loss: -0.36411855 MI_loss: 22.056053 Detection error: 0.010468721389770508 time: 6:15:01.449078
- B/E: 1 / 163 , Gen_loss: -0.34332156 MI_loss: 20.731953 Detection error: 0.010640621185302734 time: 6:15:24.750479
- B/E: 2 / 163 , Gen_loss: -0.35704952 MI_loss: 21.516598 Detection error: 0.009968757629394531 time: 6:15:25.665963
- B/E: 3 / 163 , Gen_loss: -0.359761 MI_loss: 21.915483 Detection error: 0.009914040565490723 time: 6:15:26.571304
- B/E: 4 / 163 , Gen_loss: -0.3644816 MI_loss: 22.048077 Detection error: 0.009975016117095947 time: 6:15:27.488094
- B/E: 5 / 163 , Gen_loss: -0.35713586 MI_loss: 21.83695 Detection error: 0.009979188442230225 time: 6:15:28.388589
- B/E: 6 / 163 , Gen_loss: -0.35885566 MI_loss: 21.79492 Detection error: 0.01006251573562622 time: 6:15:29.205212
- B/E: 7 / 163 , Gen_loss: -0.37290972 MI_loss: 22.617783 Detection error: 0.010066390037536621 time: 6:15:30.122568
- B/E: 8 / 163 , Gen_loss: -0.3535693 MI_loss: 21.406443 Detection error: 0.009999990463256836 time: 6:15:31.040566
- B/E: 9 / 163 , Gen_loss: -0.36964008 MI_loss: 22.384508 Detection error: 0.0099562406539917 time: 6:15:31.937632
- B/E: 10 / 163 , Gen_loss: -0.35900062 MI_loss: 21.813444 Detection error: 0.00998014211654663 time: 6:15:32.934133
- B/E: 11 / 163 , Gen_loss: -0.35587862 MI_loss: 21.554014 Detection error: 0.010028660297393799 time: 6:15:33.848035
- B/E: 12 / 163 , Gen_loss: -0.36272186 MI_loss: 22.117147 Detection error: 0.01009136438369751 time: 6:15:34.745052
- B/E: 13 / 163 , Gen_loss: -0.36325783 MI_loss: 22.118122 Detection error: 0.010113835334777832 time: 6:15:35.644138
- B/E: 14 / 163 , Gen_loss: -0.36032298 MI_loss: 21.710016 Detection error: 0.01006460189819336 time: 6:15:36.540658
- B/E: 15 / 163 , Gen_loss: -0.36612758 MI_loss: 22.157309 Detection error: 0.01004880666732788 time: 6:15:37.431924
- B/E: 16 / 163 , Gen_loss: -0.36494082 MI_loss: 21.941128 Detection error: 0.010044097900390625 time: 6:15:38.315147
- B/E: 17 / 163 , Gen_loss: -0.35321674 MI_loss: 21.440248 Detection error: 0.010017335414886475 time: 6:15:39.210246
- B/E: 18 / 163 , Gen_loss: -0.35707727 MI_loss: 21.48585 Detection error: 0.009962141513824463 time: 6:15:40.094424
- B/E: 19 / 163 , Gen_loss: -0.3449122 MI_loss: 21.051779 Detection error: 0.009954690933227539 time: 6:15:40.986488
- B/E: 20 / 163 , Gen_loss: -0.35922706 MI_loss: 21.76732 Detection error: 0.009976208209991455 time: 6:15:41.890943
- B/E: 21 / 163 , Gen_loss: -0.3573222 MI_loss: 21.810375 Detection error: 0.009975850582122803 time: 6:15:42.791160
- B/E: 22 / 163 , Gen_loss: -0.37196136 MI_loss: 22.426048 Detection error: 0.009952425956726074 time: 6:15:43.655338
- B/E: 23 / 163 , Gen_loss: -0.35753837 MI_loss: 21.6478 Detection error: 0.00993359088897705 time: 6:15:44.529973
- B/E: 24 / 163 , Gen_loss: -0.3644191 MI_loss: 22.101702 Detection error: 0.009954988956451416 time: 6:15:45.402619
- B/E: 25 / 163 , Gen_loss: -0.36054453 MI_loss: 21.913622 Detection error: 0.009966373443603516 time: 6:15:46.411536
- B/E: 26 / 163 , Gen_loss: -0.35969144 MI_loss: 21.83718 Detection error: 0.010024309158325195 time: 6:15:47.283062
- B/E: 27 / 163 , Gen_loss: -0.36008272 MI_loss: 22.080183 Detection error: 0.010032355785369873 time: 6:15:48.146540
- B/E: 28 / 163 , Gen_loss: -0.3627929 MI_loss: 21.828579 Detection error: 0.010043084621429443 time: 6:15:49.031379
- B/E: 29 / 163 , Gen_loss: -0.36048767 MI_loss: 21.858429 Detection error: 0.010059356689453125 time: 6:15:49.901599
- B/E: 30 / 163 , Gen_loss: -0.35615376 MI_loss: 21.54603 Detection error: 0.01003730297088623 time: 6:15:50.740282
- B/E: 31 / 163 , Gen_loss: -0.36545187 MI_loss: 22.011152 Detection error: 0.010003924369812012 time: 6:15:51.611712
- B/E: 32 / 163 , Gen_loss: -0.34253368 MI_loss: 20.715302 Detection error: 0.010003805160522461 time: 6:15:52.514948
- B/E: 33 / 163 , Gen_loss: -0.34730214 MI_loss: 21.144075 Detection error: 0.009981632232666016 time: 6:15:53.417632
- B/E: 34 / 163 , Gen_loss: -0.35330182 MI_loss: 21.441566 Detection error: 0.009984850883483887 time: 6:15:54.315827
- B/E: 35 / 163 , Gen_loss: -0.34897852 MI_loss: 21.251898 Detection error: 0.009974837303161621 time: 6:15:55.212592
- B/E: 36 / 163 , Gen_loss: -0.3557591 MI_loss: 21.454735 Detection error: 0.009969592094421387 time: 6:15:56.115374
- B/E: 37 / 163 , Gen_loss: -0.3555918 MI_loss: 21.54545 Detection error: 0.00997781753540039 time: 6:15:57.014227
- B/E: 38 / 163 , Gen_loss: -0.36094034 MI_loss: 21.81746 Detection error: 0.009999215602874756 time: 6:15:57.915062
- B/E: 39 / 163 , Gen_loss: -0.36132485 MI_loss: 21.68021 Detection error: 0.00998830795288086 time: 6:15:58.818107
- B/E: 40 / 163 , Gen_loss: -0.3603183 MI_loss: 21.821625 Detection error: 0.009973347187042236 time: 6:15:59.716543
- B/E: 41 / 163 , Gen_loss: -0.34959093 MI_loss: 21.222021 Detection error: 0.009978413581848145 time: 6:16:00.690078
- B/E: 42 / 163 , Gen_loss: -0.3517131 MI_loss: 21.320986 Detection error: 0.009969472885131836 time: 6:16:01.473773
- B/E: 43 / 163 , Gen_loss: -0.36236283 MI_loss: 21.937029 Detection error: 0.009968757629394531 time: 6:16:02.335881
- B/E: 44 / 163 , Gen_loss: -0.35368094 MI_loss: 21.38359 Detection error: 0.009980559349060059 time: 6:16:03.162224
- B/E: 45 / 163 , Gen_loss: -0.35428834 MI_loss: 21.40423 Detection error: 0.009986400604248047 time: 6:16:03.946375
- B/E: 46 / 163 , Gen_loss: -0.34725696 MI_loss: 21.014868 Detection error: 0.009993374347686768 time: 6:16:04.751008
- B/E: 47 / 163 , Gen_loss: -0.35442728 MI_loss: 21.435417 Detection error: 0.009998023509979248 time: 6:16:05.601830
- B/E: 48 / 163 , Gen_loss: -0.36402854 MI_loss: 22.099731 Detection error: 0.010010182857513428 time: 6:16:06.490159
- B/E: 49 / 163 , Gen_loss: -0.35704538 MI_loss: 21.67341 Detection error: 0.010019361972808838 time: 6:16:07.389767
- B/E: 50 / 163 , Gen_loss: -0.3583587 MI_loss: 21.822155 Detection error: 0.010025739669799805 time: 6:16:08.299048
- B/E: 51 / 163 , Gen_loss: -0.35558966 MI_loss: 21.674623 Detection error: 0.01002645492553711 time: 6:16:09.209554
- B/E: 52 / 163 , Gen_loss: -0.36588195 MI_loss: 22.098446 Detection error: 0.010019481182098389 time: 6:16:10.106325
- B/E: 53 / 163 , Gen_loss: -0.35709804 MI_loss: 21.676338 Detection error: 0.010037600994110107 time: 6:16:11.001018
- B/E: 54 / 163 , Gen_loss: -0.3601056 MI_loss: 21.793995 Detection error: 0.010036349296569824 time: 6:16:11.914371
- B/E: 55 / 163 , Gen_loss: -0.36692873 MI_loss: 22.276894 Detection error: 0.010024547576904297 time: 6:16:12.812702
- B/E: 56 / 163 , Gen_loss: -0.35977644 MI_loss: 21.733198 Detection error: 0.010012626647949219 time: 6:16:13.710093
- B/E: 57 / 163 , Gen_loss: -0.3626953 MI_loss: 22.008614 Detection error: 0.01000756025314331 time: 6:16:14.703257
- B/E: 58 / 163 , Gen_loss: -0.3542707 MI_loss: 21.344397 Detection error: 0.009992063045501709 time: 6:16:15.597876
- B/E: 59 / 163 , Gen_loss: -0.34655267 MI_loss: 21.100002 Detection error: 0.010018229484558105 time: 6:16:16.476327
- B/E: 60 / 163 , Gen_loss: -0.36289907 MI_loss: 22.034342 Detection error: 0.010010778903961182 time: 6:16:17.362151
- B/E: 61 / 163 , Gen_loss: -0.3478156 MI_loss: 21.156673 Detection error: 0.010019659996032715 time: 6:16:18.246206
- B/E: 62 / 163 , Gen_loss: -0.35667828 MI_loss: 21.571157 Detection error: 0.010021805763244629 time: 6:16:19.133717
- B/E: 63 / 163 , Gen_loss: -0.37043393 MI_loss: 22.593472 Detection error: 0.010025858879089355 time: 6:16:20.052532
- B/E: 64 / 163 , Gen_loss: -0.35561806 MI_loss: 21.672232 Detection error: 0.010017812252044678 time: 6:16:20.949991
- B/E: 65 / 163 , Gen_loss: -0.36246616 MI_loss: 21.82436 Detection error: 0.010021805763244629 time: 6:16:21.850028
- B/E: 66 / 163 , Gen_loss: -0.36745122 MI_loss: 22.13168 Detection error: 0.010023295879364014 time: 6:16:22.744548
- B/E: 67 / 163 , Gen_loss: -0.3571442 MI_loss: 21.607313 Detection error: 0.01001197099685669 time: 6:16:23.639359
- B/E: 68 / 163 , Gen_loss: -0.35387868 MI_loss: 21.467506 Detection error: 0.010014951229095459 time: 6:16:24.537913
- B/E: 69 / 163 , Gen_loss: -0.3512693 MI_loss: 21.1675 Detection error: 0.010024547576904297 time: 6:16:25.433113
- B/E: 70 / 163 , Gen_loss: -0.36002576 MI_loss: 21.859364 Detection error: 0.010020256042480469 time: 6:16:26.328068
- B/E: 71 / 163 , Gen_loss: -0.35854822 MI_loss: 21.763798 Detection error: 0.010019540786743164 time: 6:16:27.226560
- B/E: 72 / 163 , Gen_loss: -0.35817614 MI_loss: 21.8969 Detection error: 0.010020971298217773 time: 6:16:28.080746
- B/E: 73 / 163 , Gen_loss: -0.36509898 MI_loss: 22.171476 Detection error: 0.010022401809692383 time: 6:16:29.002335
- B/E: 74 / 163 , Gen_loss: -0.3567985 MI_loss: 21.705076 Detection error: 0.010020434856414795 time: 6:16:29.910382
- B/E: 75 / 163 , Gen_loss: -0.35568273 MI_loss: 21.521954 Detection error: 0.010013580322265625 time: 6:16:30.813698
- B/E: 76 / 163 , Gen_loss: -0.3510038 MI_loss: 21.279385 Detection error: 0.01001828908920288 time: 6:16:31.707566
- B/E: 77 / 163 , Gen_loss: -0.3557292 MI_loss: 21.581213 Detection error: 0.0100136399269104 time: 6:16:32.600120
- B/E: 78 / 163 , Gen_loss: -0.35832348 MI_loss: 21.624609 Detection error: 0.010007500648498535 time: 6:16:33.496938
- B/E: 79 / 163 , Gen_loss: -0.3545854 MI_loss: 21.422724 Detection error: 0.010024607181549072 time: 6:16:34.397901
- B/E: 80 / 163 , Gen_loss: -0.36209965 MI_loss: 21.787302 Detection error: 0.010025858879089355 time: 6:16:35.294208
- B/E: 81 / 163 , Gen_loss: -0.3612633 MI_loss: 22.01177 Detection error: 0.010024011135101318 time: 6:16:36.192191
- B/E: 82 / 163 , Gen_loss: -0.36057362 MI_loss: 21.834639 Detection error: 0.010016560554504395 time: 6:16:37.118224
- B/E: 83 / 163 , Gen_loss: -0.36934248 MI_loss: 22.451078 Detection error: 0.01001673936843872 time: 6:16:38.016466
- B/E: 84 / 163 , Gen_loss: -0.36288404 MI_loss: 22.071033 Detection error: 0.010008811950683594 time: 6:16:38.911191
- B/E: 85 / 163 , Gen_loss: -0.35759833 MI_loss: 21.665033 Detection error: 0.00999528169631958 time: 6:16:39.807932
- B/E: 86 / 163 , Gen_loss: -0.35413742 MI_loss: 21.533442 Detection error: 0.009991765022277832 time: 6:16:40.683627
- B/E: 87 / 163 , Gen_loss: -0.35155287 MI_loss: 21.33917 Detection error: 0.009981870651245117 time: 6:16:41.570120
- B/E: 88 / 163 , Gen_loss: -0.3601925 MI_loss: 21.836155 Detection error: 0.009975790977478027 time: 6:16:42.505836
- B/E: 89 / 163 , Gen_loss: -0.35868502 MI_loss: 21.827818 Detection error: 0.009982287883758545 time: 6:16:43.491643
- B/E: 90 / 163 , Gen_loss: -0.3603323 MI_loss: 21.816383 Detection error: 0.009983181953430176 time: 6:16:44.390366
- B/E: 91 / 163 , Gen_loss: -0.3468104 MI_loss: 20.838263 Detection error: 0.009987115859985352 time: 6:16:45.287693
- B/E: 92 / 163 , Gen_loss: -0.3481515 MI_loss: 21.133297 Detection error: 0.00997781753540039 time: 6:16:46.188128
- B/E: 93 / 163 , Gen_loss: -0.35822645 MI_loss: 21.81311 Detection error: 0.009979069232940674 time: 6:16:47.104483
- B/E: 94 / 163 , Gen_loss: -0.35599378 MI_loss: 21.825926 Detection error: 0.009990453720092773 time: 6:16:47.998285
- B/E: 95 / 163 , Gen_loss: -0.35161248 MI_loss: 21.368633 Detection error: 0.009995758533477783 time: 6:16:48.899534
- B/E: 96 / 163 , Gen_loss: -0.3619121 MI_loss: 21.95647 Detection error: 0.009989678859710693 time: 6:16:49.832967
- B/E: 97 / 163 , Gen_loss: -0.35792077 MI_loss: 21.624977 Detection error: 0.00997990369796753 time: 6:16:50.731773
- B/E: 98 / 163 , Gen_loss: -0.36663908 MI_loss: 22.203646 Detection error: 0.009974122047424316 time: 6:16:51.617817
- B/E: 99 / 163 , Gen_loss: -0.34703794 MI_loss: 20.850895 Detection error: 0.009968459606170654 time: 6:16:52.489989
- B/E: 100 / 163 , Gen_loss: -0.35742435 MI_loss: 21.674261 Detection error: 0.009974002838134766 time: 6:16:53.291403
- B/E: 101 / 163 , Gen_loss: -0.36197144 MI_loss: 21.978136 Detection error: 0.009975790977478027 time: 6:16:54.212650
- B/E: 102 / 163 , Gen_loss: -0.35774022 MI_loss: 21.758724 Detection error: 0.00997692346572876 time: 6:16:55.095889
- B/E: 103 / 163 , Gen_loss: -0.35870618 MI_loss: 21.679462 Detection error: 0.0099717378616333 time: 6:16:55.906769
- B/E: 104 / 163 , Gen_loss: -0.36406025 MI_loss: 22.052647 Detection error: 0.00997471809387207 time: 6:16:56.683173
- B/E: 105 / 163 , Gen_loss: -0.3568012 MI_loss: 21.657583 Detection error: 0.009971380233764648 time: 6:16:57.683345
- B/E: 106 / 163 , Gen_loss: -0.3562869 MI_loss: 21.7058 Detection error: 0.009979546070098877 time: 6:16:58.564690
- B/E: 107 / 163 , Gen_loss: -0.35969475 MI_loss: 21.656189 Detection error: 0.009977161884307861 time: 6:16:59.451263
- B/E: 108 / 163 , Gen_loss: -0.35310873 MI_loss: 21.506805 Detection error: 0.009981632232666016 time: 6:17:00.335673
- B/E: 109 / 163 , Gen_loss: -0.35668397 MI_loss: 21.724253 Detection error: 0.009977579116821289 time: 6:17:01.218880
- B/E: 110 / 163 , Gen_loss: -0.35492924 MI_loss: 21.332638 Detection error: 0.009968459606170654 time: 6:17:02.104507
- B/E: 111 / 163 , Gen_loss: -0.37170172 MI_loss: 22.293266 Detection error: 0.00996541976928711 time: 6:17:02.991148
- B/E: 112 / 163 , Gen_loss: -0.36128438 MI_loss: 21.855206 Detection error: 0.009966790676116943 time: 6:17:03.884513
- B/E: 113 / 163 , Gen_loss: -0.35323992 MI_loss: 21.51064 Detection error: 0.009974777698516846 time: 6:17:04.778888
- B/E: 114 / 163 , Gen_loss: -0.3475742 MI_loss: 21.271748 Detection error: 0.009971439838409424 time: 6:17:05.669893
- B/E: 115 / 163 , Gen_loss: -0.37075827 MI_loss: 22.382036 Detection error: 0.00996929407119751 time: 6:17:06.549997
- B/E: 116 / 163 , Gen_loss: -0.35825953 MI_loss: 21.836693 Detection error: 0.009965837001800537 time: 6:17:07.441908
- B/E: 117 / 163 , Gen_loss: -0.35826647 MI_loss: 21.674534 Detection error: 0.009966909885406494 time: 6:17:08.325826
- B/E: 118 / 163 , Gen_loss: -0.35544547 MI_loss: 21.558128 Detection error: 0.009964525699615479 time: 6:17:09.214765
- B/E: 119 / 163 , Gen_loss: -0.36074916 MI_loss: 21.783352 Detection error: 0.009960412979125977 time: 6:17:10.096236
- B/E: 120 / 163 , Gen_loss: -0.34052804 MI_loss: 20.622452 Detection error: 0.00996309518814087 time: 6:17:10.982965
- B/E: 121 / 163 , Gen_loss: -0.3528413 MI_loss: 21.433784 Detection error: 0.009964168071746826 time: 6:17:11.959034
- B/E: 122 / 163 , Gen_loss: -0.35852966 MI_loss: 21.653307 Detection error: 0.009957075119018555 time: 6:17:12.845070
- B/E: 123 / 163 , Gen_loss: -0.3503426 MI_loss: 21.150234 Detection error: 0.00995337963104248 time: 6:17:13.729175
- B/E: 124 / 163 , Gen_loss: -0.3545757 MI_loss: 21.50286 Detection error: 0.009950220584869385 time: 6:17:14.613506
- B/E: 125 / 163 , Gen_loss: -0.35657227 MI_loss: 21.715822 Detection error: 0.0099526047706604 time: 6:17:15.503578
- B/E: 126 / 163 , Gen_loss: -0.36195868 MI_loss: 22.03 Detection error: 0.00996333360671997 time: 6:17:16.390438
- B/E: 127 / 163 , Gen_loss: -0.35787016 MI_loss: 21.644981 Detection error: 0.009964823722839355 time: 6:17:17.275304
- B/E: 128 / 163 , Gen_loss: -0.3562979 MI_loss: 21.650986 Detection error: 0.009966075420379639 time: 6:17:18.124209
- B/E: 129 / 163 , Gen_loss: -0.35665593 MI_loss: 21.699068 Detection error: 0.009973287582397461 time: 6:17:19.017389
- B/E: 130 / 163 , Gen_loss: -0.36300552 MI_loss: 21.934105 Detection error: 0.009979009628295898 time: 6:17:19.900530
- B/E: 131 / 163 , Gen_loss: -0.3545242 MI_loss: 21.481007 Detection error: 0.009985566139221191 time: 6:17:20.783383
- B/E: 132 / 163 , Gen_loss: -0.35666835 MI_loss: 21.467468 Detection error: 0.009978175163269043 time: 6:17:21.674086
- B/E: 133 / 163 , Gen_loss: -0.37028766 MI_loss: 22.529837 Detection error: 0.009982764720916748 time: 6:17:22.560502
- B/E: 134 / 163 , Gen_loss: -0.35593683 MI_loss: 21.788706 Detection error: 0.009989798069000244 time: 6:17:23.443578
- B/E: 135 / 163 , Gen_loss: -0.3580437 MI_loss: 21.61253 Detection error: 0.009988486766815186 time: 6:17:24.342037
- B/E: 136 / 163 , Gen_loss: -0.36705056 MI_loss: 22.384987 Detection error: 0.009992241859436035 time: 6:17:25.250756
- B/E: 137 / 163 , Gen_loss: -0.36485705 MI_loss: 22.143126 Detection error: 0.009994089603424072 time: 6:17:26.211928
- B/E: 138 / 163 , Gen_loss: -0.35602185 MI_loss: 21.669395 Detection error: 0.010000228881835938 time: 6:17:27.096539
- B/E: 139 / 163 , Gen_loss: -0.35312957 MI_loss: 21.469503 Detection error: 0.010005354881286621 time: 6:17:27.993721
- B/E: 140 / 163 , Gen_loss: -0.358109 MI_loss: 21.745817 Detection error: 0.010003983974456787 time: 6:17:28.882980
- B/E: 141 / 163 , Gen_loss: -0.36680385 MI_loss: 22.119648 Detection error: 0.010001301765441895 time: 6:17:29.774098
- B/E: 142 / 163 , Gen_loss: -0.36606798 MI_loss: 22.166105 Detection error: 0.010002613067626953 time: 6:17:30.678042
- B/E: 143 / 163 , Gen_loss: -0.3533135 MI_loss: 21.39465 Detection error: 0.010000884532928467 time: 6:17:31.561488
- B/E: 144 / 163 , Gen_loss: -0.35464606 MI_loss: 21.358215 Detection error: 0.010009706020355225 time: 6:17:32.451202
- B/E: 145 / 163 , Gen_loss: -0.35939628 MI_loss: 21.714075 Detection error: 0.010016262531280518 time: 6:17:33.335533
- B/E: 146 / 163 , Gen_loss: -0.35446975 MI_loss: 21.553875 Detection error: 0.010016977787017822 time: 6:17:34.224092
- B/E: 147 / 163 , Gen_loss: -0.36103693 MI_loss: 21.840216 Detection error: 0.010021328926086426 time: 6:17:35.104910
- B/E: 148 / 163 , Gen_loss: -0.35538486 MI_loss: 21.408257 Detection error: 0.010022461414337158 time: 6:17:35.987261
- B/E: 149 / 163 , Gen_loss: -0.36309156 MI_loss: 22.024328 Detection error: 0.01002955436706543 time: 6:17:36.867166
-
- Test Loss: 10.271935 Test Error: 0.010749995708465576
- -----
- EPOCH: 164
- B/E: 0 / 164 , Gen_loss: -0.367056 MI_loss: 22.26152 Detection error: 0.010625004768371582 time: 6:17:38.862074
- B/E: 1 / 164 , Gen_loss: -0.35086975 MI_loss: 21.228579 Detection error: 0.01057809591293335 time: 6:18:01.068069
- B/E: 2 / 164 , Gen_loss: -0.35830826 MI_loss: 21.644163 Detection error: 0.009999990463256836 time: 6:18:02.095690
- B/E: 3 / 164 , Gen_loss: -0.3603311 MI_loss: 21.89413 Detection error: 0.009867191314697266 time: 6:18:02.982301
- B/E: 4 / 164 , Gen_loss: -0.36763498 MI_loss: 22.394768 Detection error: 0.00989377498626709 time: 6:18:03.875360
- B/E: 5 / 164 , Gen_loss: -0.34334913 MI_loss: 20.713614 Detection error: 0.010046899318695068 time: 6:18:04.761041
- B/E: 6 / 164 , Gen_loss: -0.35403794 MI_loss: 21.509256 Detection error: 0.009991049766540527 time: 6:18:05.643305
- B/E: 7 / 164 , Gen_loss: -0.354666 MI_loss: 21.64393 Detection error: 0.010105490684509277 time: 6:18:06.521873
- B/E: 8 / 164 , Gen_loss: -0.35523918 MI_loss: 21.602272 Detection error: 0.01001042127609253 time: 6:18:07.425607
- B/E: 9 / 164 , Gen_loss: -0.36718586 MI_loss: 22.153631 Detection error: 0.009915649890899658 time: 6:18:08.308510
- B/E: 10 / 164 , Gen_loss: -0.35898343 MI_loss: 21.65372 Detection error: 0.009954571723937988 time: 6:18:09.187075
- B/E: 11 / 164 , Gen_loss: -0.36177203 MI_loss: 21.898163 Detection error: 0.009989559650421143 time: 6:18:10.064894
- B/E: 12 / 164 , Gen_loss: -0.36257112 MI_loss: 21.989258 Detection error: 0.010057687759399414 time: 6:18:10.956101
- B/E: 13 / 164 , Gen_loss: -0.35887864 MI_loss: 21.758493 Detection error: 0.010078132152557373 time: 6:18:11.844847
- B/E: 14 / 164 , Gen_loss: -0.35999307 MI_loss: 21.772354 Detection error: 0.010002076625823975 time: 6:18:12.730302
- B/E: 15 / 164 , Gen_loss: -0.34765735 MI_loss: 21.159515 Detection error: 0.010035157203674316 time: 6:18:13.613517
- B/E: 16 / 164 , Gen_loss: -0.35985225 MI_loss: 21.762312 Detection error: 0.010009169578552246 time: 6:18:14.498447
- B/E: 17 / 164 , Gen_loss: -0.35116363 MI_loss: 21.410233 Detection error: 0.00997394323348999 time: 6:18:15.388521
- B/E: 18 / 164 , Gen_loss: -0.36125147 MI_loss: 21.825 Detection error: 0.009912848472595215 time: 6:18:16.372697
- B/E: 19 / 164 , Gen_loss: -0.3501295 MI_loss: 21.257349 Detection error: 0.009935915470123291 time: 6:18:17.258041
- B/E: 20 / 164 , Gen_loss: -0.36309072 MI_loss: 21.96781 Detection error: 0.009939014911651611 time: 6:18:18.144735
- B/E: 21 / 164 , Gen_loss: -0.35429326 MI_loss: 21.669382 Detection error: 0.009944617748260498 time: 6:18:19.030315
- B/E: 22 / 164 , Gen_loss: -0.35736188 MI_loss: 21.519112 Detection error: 0.009948372840881348 time: 6:18:19.918463
- B/E: 23 / 164 , Gen_loss: -0.35725352 MI_loss: 21.439144 Detection error: 0.009910166263580322 time: 6:18:20.804650
- B/E: 24 / 164 , Gen_loss: -0.3557299 MI_loss: 21.59092 Detection error: 0.009921252727508545 time: 6:18:21.694838
- B/E: 25 / 164 , Gen_loss: -0.35638317 MI_loss: 21.40573 Detection error: 0.009937524795532227 time: 6:18:22.581478
- B/E: 26 / 164 , Gen_loss: -0.35278738 MI_loss: 21.361347 Detection error: 0.01001042127609253 time: 6:18:23.476036
- B/E: 27 / 164 , Gen_loss: -0.36596438 MI_loss: 22.342968 Detection error: 0.010020077228546143 time: 6:18:24.365435
- B/E: 28 / 164 , Gen_loss: -0.35679308 MI_loss: 21.425735 Detection error: 0.010021567344665527 time: 6:18:25.253754
- B/E: 29 / 164 , Gen_loss: -0.3598999 MI_loss: 21.801956 Detection error: 0.010032296180725098 time: 6:18:26.076352
- B/E: 30 / 164 , Gen_loss: -0.34904113 MI_loss: 21.292213 Detection error: 0.010011076927185059 time: 6:18:26.887222
- B/E: 31 / 164 , Gen_loss: -0.35806838 MI_loss: 21.679165 Detection error: 0.009990215301513672 time: 6:18:27.834851
- B/E: 32 / 164 , Gen_loss: -0.36358827 MI_loss: 22.248798 Detection error: 0.00998014211654663 time: 6:18:28.691633
- B/E: 33 / 164 , Gen_loss: -0.34567115 MI_loss: 20.817049 Detection error: 0.009965062141418457 time: 6:18:29.572269
- B/E: 34 / 164 , Gen_loss: -0.36065194 MI_loss: 21.871231 Detection error: 0.009966075420379639 time: 6:18:30.460159
- B/E: 35 / 164 , Gen_loss: -0.36175022 MI_loss: 21.940966 Detection error: 0.009952247142791748 time: 6:18:31.346312
- B/E: 36 / 164 , Gen_loss: -0.35836673 MI_loss: 21.704813 Detection error: 0.009962856769561768 time: 6:18:32.158233
- B/E: 37 / 164 , Gen_loss: -0.35342443 MI_loss: 21.371572 Detection error: 0.009958088397979736 time: 6:18:32.935024
- B/E: 38 / 164 , Gen_loss: -0.35682866 MI_loss: 21.649387 Detection error: 0.009976744651794434 time: 6:18:33.788227
- B/E: 39 / 164 , Gen_loss: -0.36314616 MI_loss: 21.831663 Detection error: 0.009962499141693115 time: 6:18:34.671479
- B/E: 40 / 164 , Gen_loss: -0.35480744 MI_loss: 21.456135 Detection error: 0.009974062442779541 time: 6:18:35.560072
- B/E: 41 / 164 , Gen_loss: -0.36582452 MI_loss: 22.113459 Detection error: 0.0099717378616333 time: 6:18:36.442241
- B/E: 42 / 164 , Gen_loss: -0.36545703 MI_loss: 22.121092 Detection error: 0.009961485862731934 time: 6:18:37.328805
- B/E: 43 / 164 , Gen_loss: -0.3635053 MI_loss: 22.059467 Detection error: 0.009975135326385498 time: 6:18:38.212300
- B/E: 44 / 164 , Gen_loss: -0.3529046 MI_loss: 21.294104 Detection error: 0.009985387325286865 time: 6:18:39.119630
- B/E: 45 / 164 , Gen_loss: -0.35859656 MI_loss: 21.773708 Detection error: 0.009992539882659912 time: 6:18:40.001968
- B/E: 46 / 164 , Gen_loss: -0.36296916 MI_loss: 22.06084 Detection error: 0.010003328323364258 time: 6:18:40.890752
- B/E: 47 / 164 , Gen_loss: -0.361387 MI_loss: 21.855103 Detection error: 0.009998679161071777 time: 6:18:41.787884
- B/E: 48 / 164 , Gen_loss: -0.36519986 MI_loss: 22.111233 Detection error: 0.010018467903137207 time: 6:18:42.751687
- B/E: 49 / 164 , Gen_loss: -0.36145252 MI_loss: 21.95506 Detection error: 0.010022521018981934 time: 6:18:43.634672
- B/E: 50 / 164 , Gen_loss: -0.3548806 MI_loss: 21.416822 Detection error: 0.010020852088928223 time: 6:18:44.522505
- B/E: 51 / 164 , Gen_loss: -0.35108024 MI_loss: 21.359283 Detection error: 0.010028839111328125 time: 6:18:45.425643
- B/E: 52 / 164 , Gen_loss: -0.37976298 MI_loss: 23.03337 Detection error: 0.010018885135650635 time: 6:18:46.303844
- B/E: 53 / 164 , Gen_loss: -0.35757658 MI_loss: 21.58236 Detection error: 0.010035872459411621 time: 6:18:47.182755
- B/E: 54 / 164 , Gen_loss: -0.35533756 MI_loss: 21.465956 Detection error: 0.010035216808319092 time: 6:18:48.063890
- B/E: 55 / 164 , Gen_loss: -0.36336547 MI_loss: 22.12841 Detection error: 0.01001673936843872 time: 6:18:48.955364
- B/E: 56 / 164 , Gen_loss: -0.35336965 MI_loss: 21.319813 Detection error: 0.010003864765167236 time: 6:18:49.835498
- B/E: 57 / 164 , Gen_loss: -0.34915408 MI_loss: 21.14907 Detection error: 0.009996771812438965 time: 6:18:50.720765
- B/E: 58 / 164 , Gen_loss: -0.3598739 MI_loss: 21.780655 Detection error: 0.009990453720092773 time: 6:18:51.604621
- B/E: 59 / 164 , Gen_loss: -0.37108505 MI_loss: 22.570822 Detection error: 0.010007798671722412 time: 6:18:52.483694
- B/E: 60 / 164 , Gen_loss: -0.35977957 MI_loss: 21.638952 Detection error: 0.010008692741394043 time: 6:18:53.357751
- B/E: 61 / 164 , Gen_loss: -0.3520307 MI_loss: 21.457714 Detection error: 0.010014116764068604 time: 6:18:54.259547
- B/E: 62 / 164 , Gen_loss: -0.36163816 MI_loss: 21.97707 Detection error: 0.01002281904220581 time: 6:18:55.151808
- B/E: 63 / 164 , Gen_loss: -0.36389738 MI_loss: 21.866688 Detection error: 0.010014176368713379 time: 6:18:56.137465
- B/E: 64 / 164 , Gen_loss: -0.35834113 MI_loss: 21.85762 Detection error: 0.010013461112976074 time: 6:18:57.023425
- B/E: 65 / 164 , Gen_loss: -0.3666263 MI_loss: 22.278399 Detection error: 0.010012328624725342 time: 6:18:57.916747
- B/E: 66 / 164 , Gen_loss: -0.36643815 MI_loss: 22.332518 Detection error: 0.010014951229095459 time: 6:18:58.801191
- B/E: 67 / 164 , Gen_loss: -0.3661535 MI_loss: 22.181528 Detection error: 0.010006904602050781 time: 6:18:59.682165
- B/E: 68 / 164 , Gen_loss: -0.35229054 MI_loss: 21.481983 Detection error: 0.010013163089752197 time: 6:19:00.555552
- B/E: 69 / 164 , Gen_loss: -0.35749283 MI_loss: 21.7441 Detection error: 0.010014712810516357 time: 6:19:01.442925
- B/E: 70 / 164 , Gen_loss: -0.3587264 MI_loss: 21.751707 Detection error: 0.0100136399269104 time: 6:19:02.313823
- B/E: 71 / 164 , Gen_loss: -0.34981167 MI_loss: 21.238226 Detection error: 0.010012149810791016 time: 6:19:03.121935
- B/E: 72 / 164 , Gen_loss: -0.3681373 MI_loss: 22.370588 Detection error: 0.010013699531555176 time: 6:19:03.903419
- B/E: 73 / 164 , Gen_loss: -0.37893516 MI_loss: 23.011967 Detection error: 0.010009288787841797 time: 6:19:04.686881
- B/E: 74 / 164 , Gen_loss: -0.3595202 MI_loss: 21.823877 Detection error: 0.010007500648498535 time: 6:19:05.478447
- B/E: 75 / 164 , Gen_loss: -0.3491236 MI_loss: 21.022102 Detection error: 0.009999990463256836 time: 6:19:06.250745
- B/E: 76 / 164 , Gen_loss: -0.3494303 MI_loss: 21.318352 Detection error: 0.010012567043304443 time: 6:19:07.024212
- B/E: 77 / 164 , Gen_loss: -0.36084342 MI_loss: 21.71045 Detection error: 0.01000601053237915 time: 6:19:07.799449
- B/E: 78 / 164 , Gen_loss: -0.36142385 MI_loss: 21.823122 Detection error: 0.010001182556152344 time: 6:19:08.635265
- B/E: 79 / 164 , Gen_loss: -0.34951648 MI_loss: 21.037928 Detection error: 0.01001286506652832 time: 6:19:09.523814
- B/E: 80 / 164 , Gen_loss: -0.35701594 MI_loss: 21.614336 Detection error: 0.010024309158325195 time: 6:19:10.299736
- B/E: 81 / 164 , Gen_loss: -0.36105472 MI_loss: 21.831234 Detection error: 0.01001828908920288 time: 6:19:11.079722
- B/E: 82 / 164 , Gen_loss: -0.35857442 MI_loss: 21.737776 Detection error: 0.01001054048538208 time: 6:19:11.851050
- B/E: 83 / 164 , Gen_loss: -0.35049322 MI_loss: 21.021366 Detection error: 0.010010063648223877 time: 6:19:12.673498
- B/E: 84 / 164 , Gen_loss: -0.36257234 MI_loss: 22.009186 Detection error: 0.010006606578826904 time: 6:19:13.481374
- B/E: 85 / 164 , Gen_loss: -0.35539028 MI_loss: 21.459322 Detection error: 0.009983658790588379 time: 6:19:14.384378
- B/E: 86 / 164 , Gen_loss: -0.36713377 MI_loss: 22.278124 Detection error: 0.009988844394683838 time: 6:19:15.272522
- B/E: 87 / 164 , Gen_loss: -0.3585435 MI_loss: 21.706278 Detection error: 0.009972631931304932 time: 6:19:16.168692
- B/E: 88 / 164 , Gen_loss: -0.36213422 MI_loss: 21.911922 Detection error: 0.009963810443878174 time: 6:19:17.071061
- B/E: 89 / 164 , Gen_loss: -0.356751 MI_loss: 21.659683 Detection error: 0.009969472885131836 time: 6:19:17.961071
- B/E: 90 / 164 , Gen_loss: -0.3592201 MI_loss: 21.763388 Detection error: 0.009969770908355713 time: 6:19:18.848051
- B/E: 91 / 164 , Gen_loss: -0.35480106 MI_loss: 21.526846 Detection error: 0.009973526000976562 time: 6:19:19.731848
- B/E: 92 / 164 , Gen_loss: -0.35102817 MI_loss: 21.38208 Detection error: 0.009968400001525879 time: 6:19:20.630596
- B/E: 93 / 164 , Gen_loss: -0.35515752 MI_loss: 21.478195 Detection error: 0.009968400001525879 time: 6:19:21.519620
- B/E: 94 / 164 , Gen_loss: -0.3626782 MI_loss: 22.11835 Detection error: 0.00997859239578247 time: 6:19:22.405995
- B/E: 95 / 164 , Gen_loss: -0.36109093 MI_loss: 21.928362 Detection error: 0.00998467206954956 time: 6:19:23.405402
- B/E: 96 / 164 , Gen_loss: -0.34982148 MI_loss: 21.164814 Detection error: 0.009986817836761475 time: 6:19:24.290249
- B/E: 97 / 164 , Gen_loss: -0.3729654 MI_loss: 22.67236 Detection error: 0.009975433349609375 time: 6:19:25.175470
- B/E: 98 / 164 , Gen_loss: -0.35947168 MI_loss: 21.721207 Detection error: 0.009963691234588623 time: 6:19:26.060740
- B/E: 99 / 164 , Gen_loss: -0.35479534 MI_loss: 21.313631 Detection error: 0.009958148002624512 time: 6:19:26.956012
- B/E: 100 / 164 , Gen_loss: -0.35324547 MI_loss: 21.421774 Detection error: 0.009966909885406494 time: 6:19:27.853442
- B/E: 101 / 164 , Gen_loss: -0.35715544 MI_loss: 21.709068 Detection error: 0.009969949722290039 time: 6:19:28.738496
- B/E: 102 / 164 , Gen_loss: -0.35847342 MI_loss: 21.69424 Detection error: 0.009961485862731934 time: 6:19:29.626249
- B/E: 103 / 164 , Gen_loss: -0.3634785 MI_loss: 22.02669 Detection error: 0.009966671466827393 time: 6:19:30.509778
- B/E: 104 / 164 , Gen_loss: -0.35674128 MI_loss: 21.6817 Detection error: 0.00997084379196167 time: 6:19:31.398737
- B/E: 105 / 164 , Gen_loss: -0.3490782 MI_loss: 21.202368 Detection error: 0.009964942932128906 time: 6:19:32.231812
- B/E: 106 / 164 , Gen_loss: -0.35506535 MI_loss: 21.444118 Detection error: 0.009969890117645264 time: 6:19:33.045158
- B/E: 107 / 164 , Gen_loss: -0.36015576 MI_loss: 22.05875 Detection error: 0.009973108768463135 time: 6:19:33.941940
- B/E: 108 / 164 , Gen_loss: -0.3577882 MI_loss: 21.67584 Detection error: 0.009979069232940674 time: 6:19:34.749638
- B/E: 109 / 164 , Gen_loss: -0.36292475 MI_loss: 21.985682 Detection error: 0.009972989559173584 time: 6:19:35.537372
- B/E: 110 / 164 , Gen_loss: -0.36116382 MI_loss: 21.885431 Detection error: 0.00996619462966919 time: 6:19:36.433345
- B/E: 111 / 164 , Gen_loss: -0.36536637 MI_loss: 22.033867 Detection error: 0.009967327117919922 time: 6:19:37.388398
- B/E: 112 / 164 , Gen_loss: -0.3691995 MI_loss: 22.456087 Detection error: 0.009967625141143799 time: 6:19:38.268493
- B/E: 113 / 164 , Gen_loss: -0.3546067 MI_loss: 21.631975 Detection error: 0.0099714994430542 time: 6:19:39.159580
- B/E: 114 / 164 , Gen_loss: -0.36081398 MI_loss: 21.816816 Detection error: 0.009970903396606445 time: 6:19:40.042189
- B/E: 115 / 164 , Gen_loss: -0.3590713 MI_loss: 21.653528 Detection error: 0.00996333360671997 time: 6:19:40.920336
- B/E: 116 / 164 , Gen_loss: -0.35611883 MI_loss: 21.42017 Detection error: 0.009962856769561768 time: 6:19:41.802943
- B/E: 117 / 164 , Gen_loss: -0.35051504 MI_loss: 21.329533 Detection error: 0.009966611862182617 time: 6:19:42.693956
- B/E: 118 / 164 , Gen_loss: -0.35156146 MI_loss: 21.23697 Detection error: 0.009959280490875244 time: 6:19:43.596644
- B/E: 119 / 164 , Gen_loss: -0.36468446 MI_loss: 22.115501 Detection error: 0.009958326816558838 time: 6:19:44.430206
- B/E: 120 / 164 , Gen_loss: -0.34998646 MI_loss: 21.31625 Detection error: 0.00995635986328125 time: 6:19:45.280169
- B/E: 121 / 164 , Gen_loss: -0.34436262 MI_loss: 20.88606 Detection error: 0.009959042072296143 time: 6:19:46.179091
- B/E: 122 / 164 , Gen_loss: -0.36268312 MI_loss: 22.072823 Detection error: 0.009953022003173828 time: 6:19:47.059394
- B/E: 123 / 164 , Gen_loss: -0.35791656 MI_loss: 21.693089 Detection error: 0.009945333003997803 time: 6:19:47.936350
- B/E: 124 / 164 , Gen_loss: -0.3521237 MI_loss: 21.435747 Detection error: 0.009944021701812744 time: 6:19:48.822641
- B/E: 125 / 164 , Gen_loss: -0.37133884 MI_loss: 22.55355 Detection error: 0.009948194026947021 time: 6:19:49.707378
- B/E: 126 / 164 , Gen_loss: -0.3541424 MI_loss: 21.47432 Detection error: 0.009956717491149902 time: 6:19:50.585131
- B/E: 127 / 164 , Gen_loss: -0.3660875 MI_loss: 22.10602 Detection error: 0.009953856468200684 time: 6:19:51.549706
- B/E: 128 / 164 , Gen_loss: -0.36181375 MI_loss: 21.994787 Detection error: 0.009957611560821533 time: 6:19:52.442238
- B/E: 129 / 164 , Gen_loss: -0.3641073 MI_loss: 22.203465 Detection error: 0.009963929653167725 time: 6:19:53.266468
- B/E: 130 / 164 , Gen_loss: -0.36038044 MI_loss: 21.900984 Detection error: 0.009970426559448242 time: 6:19:54.054483
- B/E: 131 / 164 , Gen_loss: -0.35197744 MI_loss: 21.351326 Detection error: 0.009975612163543701 time: 6:19:54.948541
- B/E: 132 / 164 , Gen_loss: -0.35974753 MI_loss: 21.78228 Detection error: 0.009971082210540771 time: 6:19:55.849624
- B/E: 133 / 164 , Gen_loss: -0.36534938 MI_loss: 22.256756 Detection error: 0.009976446628570557 time: 6:19:56.726088
- B/E: 134 / 164 , Gen_loss: -0.3611353 MI_loss: 22.004343 Detection error: 0.009979426860809326 time: 6:19:57.603940
- B/E: 135 / 164 , Gen_loss: -0.36338878 MI_loss: 22.13234 Detection error: 0.009982764720916748 time: 6:19:58.503736
- B/E: 136 / 164 , Gen_loss: -0.36012173 MI_loss: 21.761063 Detection error: 0.009981513023376465 time: 6:19:59.388093
- B/E: 137 / 164 , Gen_loss: -0.35428563 MI_loss: 21.548796 Detection error: 0.009987294673919678 time: 6:20:00.266934
- B/E: 138 / 164 , Gen_loss: -0.355143 MI_loss: 21.52734 Detection error: 0.00999462604522705 time: 6:20:01.174827
- B/E: 139 / 164 , Gen_loss: -0.36375546 MI_loss: 22.093048 Detection error: 0.009998857975006104 time: 6:20:02.060111
- B/E: 140 / 164 , Gen_loss: -0.35214326 MI_loss: 21.400814 Detection error: 0.009997785091400146 time: 6:20:02.944544
- B/E: 141 / 164 , Gen_loss: -0.35041767 MI_loss: 21.35052 Detection error: 0.00999605655670166 time: 6:20:03.824409
- B/E: 142 / 164 , Gen_loss: -0.36058643 MI_loss: 21.664717 Detection error: 0.009993910789489746 time: 6:20:04.715238
- B/E: 143 / 164 , Gen_loss: -0.36254582 MI_loss: 21.849215 Detection error: 0.009990453720092773 time: 6:20:05.695411
- B/E: 144 / 164 , Gen_loss: -0.36288592 MI_loss: 22.066387 Detection error: 0.01000303030014038 time: 6:20:06.582128
- B/E: 145 / 164 , Gen_loss: -0.35258272 MI_loss: 21.190714 Detection error: 0.010004937648773193 time: 6:20:07.487056
- B/E: 146 / 164 , Gen_loss: -0.35241026 MI_loss: 21.359825 Detection error: 0.010009765625 time: 6:20:08.368236
- B/E: 147 / 164 , Gen_loss: -0.36417955 MI_loss: 22.012089 Detection error: 0.010009288787841797 time: 6:20:09.254732
- B/E: 148 / 164 , Gen_loss: -0.34944516 MI_loss: 21.115067 Detection error: 0.010014653205871582 time: 6:20:10.137320
- B/E: 149 / 164 , Gen_loss: -0.358363 MI_loss: 21.901201 Detection error: 0.010020017623901367 time: 6:20:11.021170
-
- Test Loss: 10.290613 Test Error: 0.010816693305969238
- -----
- EPOCH: 165
- B/E: 0 / 165 , Gen_loss: -0.35986203 MI_loss: 21.766403 Detection error: 0.010531246662139893 time: 6:20:13.012287
- B/E: 1 / 165 , Gen_loss: -0.34584343 MI_loss: 20.962067 Detection error: 0.010562479496002197 time: 6:20:35.271773
- B/E: 2 / 165 , Gen_loss: -0.3501647 MI_loss: 21.164091 Detection error: 0.010052084922790527 time: 6:20:36.204419
- B/E: 3 / 165 , Gen_loss: -0.35544357 MI_loss: 21.640366 Detection error: 0.01006251573562622 time: 6:20:37.098718
- B/E: 4 / 165 , Gen_loss: -0.35551214 MI_loss: 21.583702 Detection error: 0.009949982166290283 time: 6:20:38.021767
- B/E: 5 / 165 , Gen_loss: -0.3601786 MI_loss: 21.88852 Detection error: 0.010052084922790527 time: 6:20:39.008434
- B/E: 6 / 165 , Gen_loss: -0.3562855 MI_loss: 21.681759 Detection error: 0.010049104690551758 time: 6:20:39.888655
- B/E: 7 / 165 , Gen_loss: -0.36815348 MI_loss: 22.479073 Detection error: 0.010078132152557373 time: 6:20:40.777865
- B/E: 8 / 165 , Gen_loss: -0.35966355 MI_loss: 21.847939 Detection error: 0.010027766227722168 time: 6:20:41.672101
- B/E: 9 / 165 , Gen_loss: -0.36410442 MI_loss: 21.990116 Detection error: 0.009968757629394531 time: 6:20:42.500125
- B/E: 10 / 165 , Gen_loss: -0.3620305 MI_loss: 21.902248 Detection error: 0.009988665580749512 time: 6:20:43.399936
- B/E: 11 / 165 , Gen_loss: -0.3562495 MI_loss: 21.449276 Detection error: 0.010007798671722412 time: 6:20:44.286964
- B/E: 12 / 165 , Gen_loss: -0.36503717 MI_loss: 22.245651 Detection error: 0.010072112083435059 time: 6:20:45.176613
- B/E: 13 / 165 , Gen_loss: -0.3552084 MI_loss: 21.351938 Detection error: 0.010053575038909912 time: 6:20:46.056754
- B/E: 14 / 165 , Gen_loss: -0.36083218 MI_loss: 21.836723 Detection error: 0.010037481784820557 time: 6:20:46.940897
- B/E: 15 / 165 , Gen_loss: -0.35494423 MI_loss: 21.472815 Detection error: 0.010040998458862305 time: 6:20:47.830983
- B/E: 16 / 165 , Gen_loss: -0.3690694 MI_loss: 22.298798 Detection error: 0.010016560554504395 time: 6:20:48.714813
- B/E: 17 / 165 , Gen_loss: -0.3693681 MI_loss: 22.317142 Detection error: 0.01000523567199707 time: 6:20:49.580835
- B/E: 18 / 165 , Gen_loss: -0.35424575 MI_loss: 21.428665 Detection error: 0.00995725393295288 time: 6:20:50.467946
- B/E: 19 / 165 , Gen_loss: -0.352291 MI_loss: 21.461426 Detection error: 0.009954690933227539 time: 6:20:51.350925
- B/E: 20 / 165 , Gen_loss: -0.35775378 MI_loss: 21.723314 Detection error: 0.009964287281036377 time: 6:20:52.310326
- B/E: 21 / 165 , Gen_loss: -0.3501607 MI_loss: 21.22256 Detection error: 0.009982943534851074 time: 6:20:53.189090
- B/E: 22 / 165 , Gen_loss: -0.35135597 MI_loss: 21.248762 Detection error: 0.00996333360671997 time: 6:20:54.096747
- B/E: 23 / 165 , Gen_loss: -0.3583912 MI_loss: 21.581144 Detection error: 0.009946644306182861 time: 6:20:54.954283
- B/E: 24 / 165 , Gen_loss: -0.36358702 MI_loss: 22.11402 Detection error: 0.009977519512176514 time: 6:20:55.842335
- B/E: 25 / 165 , Gen_loss: -0.35791212 MI_loss: 21.578053 Detection error: 0.009968757629394531 time: 6:20:56.715907
- B/E: 26 / 165 , Gen_loss: -0.36155218 MI_loss: 22.048086 Detection error: 0.010028958320617676 time: 6:20:57.611313
- B/E: 27 / 165 , Gen_loss: -0.3622095 MI_loss: 22.15868 Detection error: 0.01003795862197876 time: 6:20:58.509249
- B/E: 28 / 165 , Gen_loss: -0.35384718 MI_loss: 21.410532 Detection error: 0.010045230388641357 time: 6:20:59.389009
- B/E: 29 / 165 , Gen_loss: -0.3574496 MI_loss: 21.642172 Detection error: 0.010060429573059082 time: 6:21:00.195702
- B/E: 30 / 165 , Gen_loss: -0.3586168 MI_loss: 21.678703 Detection error: 0.010039329528808594 time: 6:21:00.988991
- B/E: 31 / 165 , Gen_loss: -0.3532679 MI_loss: 21.237976 Detection error: 0.010017573833465576 time: 6:21:01.763706
- B/E: 32 / 165 , Gen_loss: -0.34750628 MI_loss: 21.143105 Detection error: 0.010009467601776123 time: 6:21:02.560025
- B/E: 33 / 165 , Gen_loss: -0.34915748 MI_loss: 21.303509 Detection error: 0.009993553161621094 time: 6:21:03.453192
- B/E: 34 / 165 , Gen_loss: -0.33885065 MI_loss: 20.614857 Detection error: 0.009981274604797363 time: 6:21:04.345066
- B/E: 35 / 165 , Gen_loss: -0.36124036 MI_loss: 21.965298 Detection error: 0.009990453720092773 time: 6:21:05.236383
- B/E: 36 / 165 , Gen_loss: -0.3610407 MI_loss: 22.006405 Detection error: 0.00999915599822998 time: 6:21:06.209993
- B/E: 37 / 165 , Gen_loss: -0.3570474 MI_loss: 21.655455 Detection error: 0.009994268417358398 time: 6:21:07.093006
- B/E: 38 / 165 , Gen_loss: -0.35197872 MI_loss: 21.314753 Detection error: 0.010008811950683594 time: 6:21:07.977767
- B/E: 39 / 165 , Gen_loss: -0.36053148 MI_loss: 21.931046 Detection error: 0.00998908281326294 time: 6:21:08.866611
- B/E: 40 / 165 , Gen_loss: -0.35758862 MI_loss: 21.61103 Detection error: 0.009987056255340576 time: 6:21:09.773875
- B/E: 41 / 165 , Gen_loss: -0.35967413 MI_loss: 21.740171 Detection error: 0.009985864162445068 time: 6:21:10.667663
- B/E: 42 / 165 , Gen_loss: -0.35643467 MI_loss: 21.626226 Detection error: 0.00998544692993164 time: 6:21:11.553793
- B/E: 43 / 165 , Gen_loss: -0.35553557 MI_loss: 21.430128 Detection error: 0.009984374046325684 time: 6:21:12.448100
- B/E: 44 / 165 , Gen_loss: -0.3632656 MI_loss: 22.154924 Detection error: 0.009995818138122559 time: 6:21:13.281028
- B/E: 45 / 165 , Gen_loss: -0.35939488 MI_loss: 21.79181 Detection error: 0.01000136137008667 time: 6:21:14.097114
- B/E: 46 / 165 , Gen_loss: -0.34858593 MI_loss: 21.236189 Detection error: 0.010005295276641846 time: 6:21:14.962025
- B/E: 47 / 165 , Gen_loss: -0.36327726 MI_loss: 21.945549 Detection error: 0.010002613067626953 time: 6:21:15.883747
- B/E: 48 / 165 , Gen_loss: -0.35464096 MI_loss: 21.52463 Detection error: 0.01002424955368042 time: 6:21:16.778135
- B/E: 49 / 165 , Gen_loss: -0.35381898 MI_loss: 21.354153 Detection error: 0.01003563404083252 time: 6:21:17.656016
- B/E: 50 / 165 , Gen_loss: -0.35240167 MI_loss: 21.26622 Detection error: 0.010034918785095215 time: 6:21:18.539524
- B/E: 51 / 165 , Gen_loss: -0.35807207 MI_loss: 21.899601 Detection error: 0.010044455528259277 time: 6:21:19.428169
- B/E: 52 / 165 , Gen_loss: -0.36240807 MI_loss: 21.94793 Detection error: 0.010038912296295166 time: 6:21:20.409234
- B/E: 53 / 165 , Gen_loss: -0.36976403 MI_loss: 22.389624 Detection error: 0.010042846202850342 time: 6:21:21.293077
- B/E: 54 / 165 , Gen_loss: -0.3596207 MI_loss: 21.74602 Detection error: 0.010051727294921875 time: 6:21:22.179802
- B/E: 55 / 165 , Gen_loss: -0.35843083 MI_loss: 21.687483 Detection error: 0.010035693645477295 time: 6:21:23.067957
- B/E: 56 / 165 , Gen_loss: -0.3613007 MI_loss: 21.854963 Detection error: 0.01002192497253418 time: 6:21:23.952199
- B/E: 57 / 165 , Gen_loss: -0.3548428 MI_loss: 21.527412 Detection error: 0.010012924671173096 time: 6:21:24.835553
- B/E: 58 / 165 , Gen_loss: -0.37159362 MI_loss: 22.477829 Detection error: 0.01000744104385376 time: 6:21:25.722372
- B/E: 59 / 165 , Gen_loss: -0.35059088 MI_loss: 21.244644 Detection error: 0.010022401809692383 time: 6:21:26.607779
- B/E: 60 / 165 , Gen_loss: -0.37063807 MI_loss: 22.503052 Detection error: 0.010025084018707275 time: 6:21:27.492938
- B/E: 61 / 165 , Gen_loss: -0.35964328 MI_loss: 21.921413 Detection error: 0.01002722978591919 time: 6:21:28.383259
- B/E: 62 / 165 , Gen_loss: -0.360567 MI_loss: 21.994904 Detection error: 0.01003122329711914 time: 6:21:29.269362
- B/E: 63 / 165 , Gen_loss: -0.35584518 MI_loss: 21.610882 Detection error: 0.010036110877990723 time: 6:21:30.157858
- B/E: 64 / 165 , Gen_loss: -0.36133084 MI_loss: 22.020012 Detection error: 0.01002645492553711 time: 6:21:31.044013
- B/E: 65 / 165 , Gen_loss: -0.36221582 MI_loss: 21.963251 Detection error: 0.010023176670074463 time: 6:21:31.931510
- B/E: 66 / 165 , Gen_loss: -0.35984218 MI_loss: 21.700653 Detection error: 0.0100288987159729 time: 6:21:32.817937
- B/E: 67 / 165 , Gen_loss: -0.36322796 MI_loss: 21.867922 Detection error: 0.010013759136199951 time: 6:21:33.703219
- B/E: 68 / 165 , Gen_loss: -0.35352284 MI_loss: 21.470774 Detection error: 0.010019481182098389 time: 6:21:34.674011
- B/E: 69 / 165 , Gen_loss: -0.3554236 MI_loss: 21.483438 Detection error: 0.010029911994934082 time: 6:21:35.556836
- B/E: 70 / 165 , Gen_loss: -0.35792053 MI_loss: 21.704145 Detection error: 0.010024666786193848 time: 6:21:36.451605
- B/E: 71 / 165 , Gen_loss: -0.3534682 MI_loss: 21.39688 Detection error: 0.01002126932144165 time: 6:21:37.337191
- B/E: 72 / 165 , Gen_loss: -0.35916618 MI_loss: 21.797554 Detection error: 0.010024428367614746 time: 6:21:38.229602
- B/E: 73 / 165 , Gen_loss: -0.35421532 MI_loss: 21.408134 Detection error: 0.010021984577178955 time: 6:21:39.112592
- B/E: 74 / 165 , Gen_loss: -0.35919395 MI_loss: 21.830395 Detection error: 0.0100175142288208 time: 6:21:39.999238
- B/E: 75 / 165 , Gen_loss: -0.35351035 MI_loss: 21.480675 Detection error: 0.010015606880187988 time: 6:21:40.884130
- B/E: 76 / 165 , Gen_loss: -0.35483816 MI_loss: 21.512558 Detection error: 0.01002192497253418 time: 6:21:41.782469
- B/E: 77 / 165 , Gen_loss: -0.35509935 MI_loss: 21.506458 Detection error: 0.010017216205596924 time: 6:21:42.663974
- B/E: 78 / 165 , Gen_loss: -0.355165 MI_loss: 21.574648 Detection error: 0.01000910997390747 time: 6:21:43.548951
- B/E: 79 / 165 , Gen_loss: -0.35642385 MI_loss: 21.666046 Detection error: 0.010021090507507324 time: 6:21:44.439173
- B/E: 80 / 165 , Gen_loss: -0.3564991 MI_loss: 21.764906 Detection error: 0.0100327730178833 time: 6:21:45.320404
- B/E: 81 / 165 , Gen_loss: -0.35421893 MI_loss: 21.408482 Detection error: 0.010014474391937256 time: 6:21:46.203652
- B/E: 82 / 165 , Gen_loss: -0.35100046 MI_loss: 21.231249 Detection error: 0.010012447834014893 time: 6:21:47.090272
- B/E: 83 / 165 , Gen_loss: -0.3541035 MI_loss: 21.474674 Detection error: 0.010013401508331299 time: 6:21:48.005858
- B/E: 84 / 165 , Gen_loss: -0.36646459 MI_loss: 22.234575 Detection error: 0.010009586811065674 time: 6:21:48.969942
- B/E: 85 / 165 , Gen_loss: -0.35900658 MI_loss: 21.751747 Detection error: 0.009988367557525635 time: 6:21:49.852794
- B/E: 86 / 165 , Gen_loss: -0.36323082 MI_loss: 21.920956 Detection error: 0.009994268417358398 time: 6:21:50.754377
- B/E: 87 / 165 , Gen_loss: -0.3523538 MI_loss: 21.258457 Detection error: 0.009977996349334717 time: 6:21:51.639071
- B/E: 88 / 165 , Gen_loss: -0.36072695 MI_loss: 21.880056 Detection error: 0.00996696949005127 time: 6:21:52.518275
- B/E: 89 / 165 , Gen_loss: -0.35216838 MI_loss: 21.365639 Detection error: 0.00997847318649292 time: 6:21:53.419799
- B/E: 90 / 165 , Gen_loss: -0.3549712 MI_loss: 21.562468 Detection error: 0.009978711605072021 time: 6:21:54.307812
- B/E: 91 / 165 , Gen_loss: -0.3556577 MI_loss: 21.503778 Detection error: 0.00998300313949585 time: 6:21:55.197669
- B/E: 92 / 165 , Gen_loss: -0.35965732 MI_loss: 21.808413 Detection error: 0.009974479675292969 time: 6:21:56.081236
- B/E: 93 / 165 , Gen_loss: -0.36630595 MI_loss: 22.218723 Detection error: 0.009974420070648193 time: 6:21:56.969106
- B/E: 94 / 165 , Gen_loss: -0.36591575 MI_loss: 22.155558 Detection error: 0.00998455286026001 time: 6:21:57.837894
- B/E: 95 / 165 , Gen_loss: -0.35556304 MI_loss: 21.52902 Detection error: 0.009992837905883789 time: 6:21:58.633306
- B/E: 96 / 165 , Gen_loss: -0.36645177 MI_loss: 22.220161 Detection error: 0.009992599487304688 time: 6:21:59.484569
- B/E: 97 / 165 , Gen_loss: -0.3581204 MI_loss: 21.741335 Detection error: 0.009983420372009277 time: 6:22:00.367302
- B/E: 98 / 165 , Gen_loss: -0.35669768 MI_loss: 21.639162 Detection error: 0.009966850280761719 time: 6:22:01.313680
- B/E: 99 / 165 , Gen_loss: -0.3561372 MI_loss: 21.451992 Detection error: 0.009972214698791504 time: 6:22:02.201439
- B/E: 100 / 165 , Gen_loss: -0.3654046 MI_loss: 22.295626 Detection error: 0.009970903396606445 time: 6:22:03.186672
- B/E: 101 / 165 , Gen_loss: -0.36375177 MI_loss: 22.107952 Detection error: 0.009975194931030273 time: 6:22:03.994476
- B/E: 102 / 165 , Gen_loss: -0.35962474 MI_loss: 21.713717 Detection error: 0.009975731372833252 time: 6:22:04.768985
- B/E: 103 / 165 , Gen_loss: -0.35292277 MI_loss: 21.237757 Detection error: 0.009977757930755615 time: 6:22:05.539380
- B/E: 104 / 165 , Gen_loss: -0.3585849 MI_loss: 21.733292 Detection error: 0.009974420070648193 time: 6:22:06.313515
- B/E: 105 / 165 , Gen_loss: -0.35259572 MI_loss: 21.481064 Detection error: 0.009969353675842285 time: 6:22:07.128456
- B/E: 106 / 165 , Gen_loss: -0.35385245 MI_loss: 21.377268 Detection error: 0.009976625442504883 time: 6:22:07.902221
- B/E: 107 / 165 , Gen_loss: -0.36087757 MI_loss: 21.839813 Detection error: 0.009976863861083984 time: 6:22:08.793607
- B/E: 108 / 165 , Gen_loss: -0.35620284 MI_loss: 21.631187 Detection error: 0.009979069232940674 time: 6:22:09.685124
- B/E: 109 / 165 , Gen_loss: -0.3644385 MI_loss: 22.171303 Detection error: 0.009974420070648193 time: 6:22:10.508298
- B/E: 110 / 165 , Gen_loss: -0.35623282 MI_loss: 21.586523 Detection error: 0.009970426559448242 time: 6:22:11.285821
- B/E: 111 / 165 , Gen_loss: -0.36334547 MI_loss: 22.004343 Detection error: 0.009968757629394531 time: 6:22:12.055472
- B/E: 112 / 165 , Gen_loss: -0.36516777 MI_loss: 22.05859 Detection error: 0.009964346885681152 time: 6:22:12.955632
- B/E: 113 / 165 , Gen_loss: -0.3535758 MI_loss: 21.6298 Detection error: 0.00997096300125122 time: 6:22:13.842086
- B/E: 114 / 165 , Gen_loss: -0.3595067 MI_loss: 21.889593 Detection error: 0.0099717378616333 time: 6:22:14.712647
- B/E: 115 / 165 , Gen_loss: -0.35471192 MI_loss: 21.346619 Detection error: 0.009965002536773682 time: 6:22:15.533933
- B/E: 116 / 165 , Gen_loss: -0.36150548 MI_loss: 21.99987 Detection error: 0.009964466094970703 time: 6:22:16.467148
- B/E: 117 / 165 , Gen_loss: -0.34973675 MI_loss: 21.295082 Detection error: 0.009966909885406494 time: 6:22:17.245844
- B/E: 118 / 165 , Gen_loss: -0.35355216 MI_loss: 21.325462 Detection error: 0.00996166467666626 time: 6:22:18.021532
- B/E: 119 / 165 , Gen_loss: -0.35867473 MI_loss: 21.73056 Detection error: 0.009960174560546875 time: 6:22:18.795196
- B/E: 120 / 165 , Gen_loss: -0.36412406 MI_loss: 22.136017 Detection error: 0.009959995746612549 time: 6:22:19.612259
- B/E: 121 / 165 , Gen_loss: -0.35949114 MI_loss: 21.788532 Detection error: 0.009964406490325928 time: 6:22:20.448734
- B/E: 122 / 165 , Gen_loss: -0.37414184 MI_loss: 22.629515 Detection error: 0.009956538677215576 time: 6:22:21.273731
- B/E: 123 / 165 , Gen_loss: -0.35827515 MI_loss: 21.666784 Detection error: 0.00994884967803955 time: 6:22:22.088219
- B/E: 124 / 165 , Gen_loss: -0.3547135 MI_loss: 21.533377 Detection error: 0.009949028491973877 time: 6:22:22.863462
- B/E: 125 / 165 , Gen_loss: -0.36689657 MI_loss: 22.171833 Detection error: 0.009947896003723145 time: 6:22:23.643178
- B/E: 126 / 165 , Gen_loss: -0.355164 MI_loss: 21.719416 Detection error: 0.009960412979125977 time: 6:22:24.439360
- B/E: 127 / 165 , Gen_loss: -0.35851672 MI_loss: 21.57333 Detection error: 0.009962618350982666 time: 6:22:25.315972
- B/E: 128 / 165 , Gen_loss: -0.35480815 MI_loss: 21.577984 Detection error: 0.009965360164642334 time: 6:22:26.225805
- B/E: 129 / 165 , Gen_loss: -0.3609643 MI_loss: 22.045353 Detection error: 0.00997304916381836 time: 6:22:27.108567
- B/E: 130 / 165 , Gen_loss: -0.35804516 MI_loss: 21.680065 Detection error: 0.009979248046875 time: 6:22:27.995607
- B/E: 131 / 165 , Gen_loss: -0.36027044 MI_loss: 21.934332 Detection error: 0.009982466697692871 time: 6:22:28.898392
- B/E: 132 / 165 , Gen_loss: -0.3594285 MI_loss: 21.754713 Detection error: 0.00997859239578247 time: 6:22:29.861439
- B/E: 133 / 165 , Gen_loss: -0.34954283 MI_loss: 21.29801 Detection error: 0.009982049465179443 time: 6:22:30.742035
- B/E: 134 / 165 , Gen_loss: -0.35901475 MI_loss: 21.775002 Detection error: 0.009987473487854004 time: 6:22:31.643192
- B/E: 135 / 165 , Gen_loss: -0.35371247 MI_loss: 21.459593 Detection error: 0.009990334510803223 time: 6:22:32.537355
- B/E: 136 / 165 , Gen_loss: -0.37173948 MI_loss: 22.513428 Detection error: 0.009989500045776367 time: 6:22:33.428124
- B/E: 137 / 165 , Gen_loss: -0.35710764 MI_loss: 21.634085 Detection error: 0.00999140739440918 time: 6:22:34.308440
- B/E: 138 / 165 , Gen_loss: -0.36379215 MI_loss: 22.08686 Detection error: 0.009997308254241943 time: 6:22:35.186977
- B/E: 139 / 165 , Gen_loss: -0.3638587 MI_loss: 22.073769 Detection error: 0.010000646114349365 time: 6:22:36.072264
- B/E: 140 / 165 , Gen_loss: -0.35060057 MI_loss: 21.122303 Detection error: 0.010000646114349365 time: 6:22:36.951199
- B/E: 141 / 165 , Gen_loss: -0.35169312 MI_loss: 21.054913 Detection error: 0.009998917579650879 time: 6:22:37.828589
- B/E: 142 / 165 , Gen_loss: -0.35854647 MI_loss: 21.630787 Detection error: 0.010001540184020996 time: 6:22:38.714428
- B/E: 143 / 165 , Gen_loss: -0.3550432 MI_loss: 21.391989 Detection error: 0.009998500347137451 time: 6:22:39.595045
- B/E: 144 / 165 , Gen_loss: -0.3504957 MI_loss: 21.092068 Detection error: 0.010008394718170166 time: 6:22:40.485099
- B/E: 145 / 165 , Gen_loss: -0.35144094 MI_loss: 21.366055 Detection error: 0.010010898113250732 time: 6:22:41.369233
- B/E: 146 / 165 , Gen_loss: -0.36093825 MI_loss: 21.757982 Detection error: 0.010015308856964111 time: 6:22:42.254408
- B/E: 147 / 165 , Gen_loss: -0.35320765 MI_loss: 21.543098 Detection error: 0.010017931461334229 time: 6:22:43.153149
- B/E: 148 / 165 , Gen_loss: -0.36238575 MI_loss: 21.901405 Detection error: 0.010019063949584961 time: 6:22:44.145325
- B/E: 149 / 165 , Gen_loss: -0.35324156 MI_loss: 21.34394 Detection error: 0.010027289390563965 time: 6:22:45.031320
-
- Test Loss: 10.274691 Test Error: 0.010766685009002686
- -----
- EPOCH: 166
- B/E: 0 / 166 , Gen_loss: -0.35548446 MI_loss: 21.344378 Detection error: 0.010562479496002197 time: 6:22:47.022942
- B/E: 1 / 166 , Gen_loss: -0.35085052 MI_loss: 21.309282 Detection error: 0.010484397411346436 time: 6:23:10.176465
- B/E: 2 / 166 , Gen_loss: -0.34999844 MI_loss: 21.268696 Detection error: 0.010093748569488525 time: 6:23:11.093818
- B/E: 3 / 166 , Gen_loss: -0.35269848 MI_loss: 21.420944 Detection error: 0.010070323944091797 time: 6:23:11.978048
- B/E: 4 / 166 , Gen_loss: -0.34782654 MI_loss: 21.047302 Detection error: 0.010043740272521973 time: 6:23:12.875168
- B/E: 5 / 166 , Gen_loss: -0.36387217 MI_loss: 22.074875 Detection error: 0.01006770133972168 time: 6:23:13.759997
- B/E: 6 / 166 , Gen_loss: -0.36466703 MI_loss: 22.244026 Detection error: 0.010129451751708984 time: 6:23:14.638043
- B/E: 7 / 166 , Gen_loss: -0.36193326 MI_loss: 21.939955 Detection error: 0.010132789611816406 time: 6:23:15.505822
- B/E: 8 / 166 , Gen_loss: -0.36754555 MI_loss: 22.2241 Detection error: 0.01006251573562622 time: 6:23:16.404541
- B/E: 9 / 166 , Gen_loss: -0.36298257 MI_loss: 22.03636 Detection error: 0.009971857070922852 time: 6:23:17.301284
- B/E: 10 / 166 , Gen_loss: -0.3559905 MI_loss: 21.613977 Detection error: 0.009988665580749512 time: 6:23:18.289040
- B/E: 11 / 166 , Gen_loss: -0.36681688 MI_loss: 22.247171 Detection error: 0.010015606880187988 time: 6:23:19.173513
- B/E: 12 / 166 , Gen_loss: -0.35808897 MI_loss: 21.809431 Detection error: 0.010096132755279541 time: 6:23:20.061684
- B/E: 13 / 166 , Gen_loss: -0.35833764 MI_loss: 21.75121 Detection error: 0.010111629962921143 time: 6:23:20.950767
- B/E: 14 / 166 , Gen_loss: -0.36044538 MI_loss: 21.82914 Detection error: 0.010093748569488525 time: 6:23:21.839797
- B/E: 15 / 166 , Gen_loss: -0.34983504 MI_loss: 21.25838 Detection error: 0.010080099105834961 time: 6:23:22.726863
- B/E: 16 / 166 , Gen_loss: -0.35978338 MI_loss: 21.753334 Detection error: 0.010051488876342773 time: 6:23:23.616312
- B/E: 17 / 166 , Gen_loss: -0.3516875 MI_loss: 21.30928 Detection error: 0.010017335414886475 time: 6:23:24.513897
- B/E: 18 / 166 , Gen_loss: -0.3547072 MI_loss: 21.478779 Detection error: 0.009976983070373535 time: 6:23:25.396070
- B/E: 19 / 166 , Gen_loss: -0.3547585 MI_loss: 21.714293 Detection error: 0.009981274604797363 time: 6:23:26.280498
- B/E: 20 / 166 , Gen_loss: -0.3483859 MI_loss: 21.017538 Detection error: 0.009999990463256836 time: 6:23:27.165752
- B/E: 21 / 166 , Gen_loss: -0.3524138 MI_loss: 21.467041 Detection error: 0.010007083415985107 time: 6:23:28.057882
- B/E: 22 / 166 , Gen_loss: -0.36067912 MI_loss: 21.804176 Detection error: 0.009991824626922607 time: 6:23:28.940992
- B/E: 23 / 166 , Gen_loss: -0.3475912 MI_loss: 20.842882 Detection error: 0.009966135025024414 time: 6:23:29.829065
- B/E: 24 / 166 , Gen_loss: -0.3448408 MI_loss: 20.787603 Detection error: 0.009988725185394287 time: 6:23:30.720822
- B/E: 25 / 166 , Gen_loss: -0.3570854 MI_loss: 21.438873 Detection error: 0.010001182556152344 time: 6:23:31.696403
- B/E: 26 / 166 , Gen_loss: -0.35663027 MI_loss: 21.801418 Detection error: 0.010047435760498047 time: 6:23:32.502091
- B/E: 27 / 166 , Gen_loss: -0.36197615 MI_loss: 22.095257 Detection error: 0.010063588619232178 time: 6:23:33.343975
- B/E: 28 / 166 , Gen_loss: -0.3596203 MI_loss: 21.859447 Detection error: 0.010073304176330566 time: 6:23:34.161604
- B/E: 29 / 166 , Gen_loss: -0.35425234 MI_loss: 21.52575 Detection error: 0.010084390640258789 time: 6:23:34.972391
- B/E: 30 / 166 , Gen_loss: -0.3576267 MI_loss: 21.588442 Detection error: 0.010057449340820312 time: 6:23:35.800153
- B/E: 31 / 166 , Gen_loss: -0.35542682 MI_loss: 21.509043 Detection error: 0.01002734899520874 time: 6:23:36.605760
- B/E: 32 / 166 , Gen_loss: -0.35637218 MI_loss: 21.710188 Detection error: 0.01003032922744751 time: 6:23:37.499991
- B/E: 33 / 166 , Gen_loss: -0.35639346 MI_loss: 21.617727 Detection error: 0.010006427764892578 time: 6:23:38.386057
- B/E: 34 / 166 , Gen_loss: -0.35711363 MI_loss: 21.79651 Detection error: 0.010013401508331299 time: 6:23:39.277980
- B/E: 35 / 166 , Gen_loss: -0.35405394 MI_loss: 21.463863 Detection error: 0.009996533393859863 time: 6:23:40.189847
- B/E: 36 / 166 , Gen_loss: -0.36132783 MI_loss: 21.897291 Detection error: 0.010003387928009033 time: 6:23:41.080562
- B/E: 37 / 166 , Gen_loss: -0.36191705 MI_loss: 21.866676 Detection error: 0.009995043277740479 time: 6:23:41.967423
- B/E: 38 / 166 , Gen_loss: -0.34715587 MI_loss: 21.128323 Detection error: 0.01001441478729248 time: 6:23:42.777978
- B/E: 39 / 166 , Gen_loss: -0.36099917 MI_loss: 21.77182 Detection error: 0.009996116161346436 time: 6:23:43.608886
- B/E: 40 / 166 , Gen_loss: -0.35727435 MI_loss: 21.749765 Detection error: 0.009997725486755371 time: 6:23:44.380808
- B/E: 41 / 166 , Gen_loss: -0.36048853 MI_loss: 21.97427 Detection error: 0.009994029998779297 time: 6:23:45.257069
- B/E: 42 / 166 , Gen_loss: -0.3603581 MI_loss: 21.873102 Detection error: 0.00998544692993164 time: 6:23:46.064542
- B/E: 43 / 166 , Gen_loss: -0.35721108 MI_loss: 21.576351 Detection error: 0.009978711605072021 time: 6:23:46.905753
- B/E: 44 / 166 , Gen_loss: -0.36473832 MI_loss: 22.2921 Detection error: 0.009990990161895752 time: 6:23:47.772425
- B/E: 45 / 166 , Gen_loss: -0.3684577 MI_loss: 22.304304 Detection error: 0.01000136137008667 time: 6:23:48.659747
- B/E: 46 / 166 , Gen_loss: -0.3535522 MI_loss: 21.509483 Detection error: 0.01001596450805664 time: 6:23:49.549586
- B/E: 47 / 166 , Gen_loss: -0.34817204 MI_loss: 21.174564 Detection error: 0.010007798671722412 time: 6:23:50.397768
- B/E: 48 / 166 , Gen_loss: -0.36789185 MI_loss: 22.38132 Detection error: 0.010028064250946045 time: 6:23:51.169474
- B/E: 49 / 166 , Gen_loss: -0.3486905 MI_loss: 21.203379 Detection error: 0.010026276111602783 time: 6:23:52.042654
- B/E: 50 / 166 , Gen_loss: -0.34940293 MI_loss: 21.119602 Detection error: 0.01005023717880249 time: 6:23:52.932263
- B/E: 51 / 166 , Gen_loss: -0.35644746 MI_loss: 21.705677 Detection error: 0.010052859783172607 time: 6:23:53.816444
- B/E: 52 / 166 , Gen_loss: -0.36016572 MI_loss: 21.796633 Detection error: 0.010049521923065186 time: 6:23:54.702584
- B/E: 53 / 166 , Gen_loss: -0.3553958 MI_loss: 21.539463 Detection error: 0.01005786657333374 time: 6:23:55.588672
- B/E: 54 / 166 , Gen_loss: -0.35189414 MI_loss: 21.40791 Detection error: 0.010063648223876953 time: 6:23:56.474842
- B/E: 55 / 166 , Gen_loss: -0.35777256 MI_loss: 21.676163 Detection error: 0.01004183292388916 time: 6:23:57.358108
- B/E: 56 / 166 , Gen_loss: -0.3583444 MI_loss: 21.731754 Detection error: 0.010030150413513184 time: 6:23:58.245692
- B/E: 57 / 166 , Gen_loss: -0.35505086 MI_loss: 21.406982 Detection error: 0.010023713111877441 time: 6:23:59.190625
- B/E: 58 / 166 , Gen_loss: -0.35691005 MI_loss: 21.679356 Detection error: 0.010020673274993896 time: 6:24:00.175109
- B/E: 59 / 166 , Gen_loss: -0.35700792 MI_loss: 21.681824 Detection error: 0.01003122329711914 time: 6:24:01.064701
- B/E: 60 / 166 , Gen_loss: -0.36516607 MI_loss: 21.924303 Detection error: 0.010029196739196777 time: 6:24:01.946860
- B/E: 61 / 166 , Gen_loss: -0.35248953 MI_loss: 21.34214 Detection error: 0.010034263134002686 time: 6:24:02.841435
- B/E: 62 / 166 , Gen_loss: -0.359789 MI_loss: 21.970688 Detection error: 0.010041654109954834 time: 6:24:03.672488
- B/E: 63 / 166 , Gen_loss: -0.356889 MI_loss: 21.791056 Detection error: 0.010032236576080322 time: 6:24:04.515821
- B/E: 64 / 166 , Gen_loss: -0.3602616 MI_loss: 21.982786 Detection error: 0.010034143924713135 time: 6:24:05.409722
- B/E: 65 / 166 , Gen_loss: -0.35984764 MI_loss: 21.763739 Detection error: 0.010037899017333984 time: 6:24:06.262494
- B/E: 66 / 166 , Gen_loss: -0.36666453 MI_loss: 22.227314 Detection error: 0.010036826133728027 time: 6:24:07.056122
- B/E: 67 / 166 , Gen_loss: -0.3766851 MI_loss: 22.65844 Detection error: 0.01002800464630127 time: 6:24:07.867561
- B/E: 68 / 166 , Gen_loss: -0.36325568 MI_loss: 22.026192 Detection error: 0.010030806064605713 time: 6:24:08.658099
- B/E: 69 / 166 , Gen_loss: -0.3527205 MI_loss: 21.43928 Detection error: 0.01003885269165039 time: 6:24:09.431245
- B/E: 70 / 166 , Gen_loss: -0.36669394 MI_loss: 22.363453 Detection error: 0.010029911994934082 time: 6:24:10.332196
- B/E: 71 / 166 , Gen_loss: -0.35114998 MI_loss: 21.222643 Detection error: 0.010036468505859375 time: 6:24:11.215192
- B/E: 72 / 166 , Gen_loss: -0.3557309 MI_loss: 21.617344 Detection error: 0.010026991367340088 time: 6:24:12.104645
- B/E: 73 / 166 , Gen_loss: -0.3591819 MI_loss: 21.811178 Detection error: 0.010025739669799805 time: 6:24:13.075240
- B/E: 74 / 166 , Gen_loss: -0.34855017 MI_loss: 21.011547 Detection error: 0.010020852088928223 time: 6:24:13.957894
- B/E: 75 / 166 , Gen_loss: -0.35131738 MI_loss: 21.345201 Detection error: 0.01001971960067749 time: 6:24:14.838656
- B/E: 76 / 166 , Gen_loss: -0.35335687 MI_loss: 21.530663 Detection error: 0.010021090507507324 time: 6:24:15.726645
- B/E: 77 / 166 , Gen_loss: -0.3621601 MI_loss: 21.97066 Detection error: 0.01001882553100586 time: 6:24:16.612296
- B/E: 78 / 166 , Gen_loss: -0.3631 MI_loss: 22.050232 Detection error: 0.01001584529876709 time: 6:24:17.489684
- B/E: 79 / 166 , Gen_loss: -0.3531031 MI_loss: 21.38531 Detection error: 0.010026156902313232 time: 6:24:18.386670
- B/E: 80 / 166 , Gen_loss: -0.35492334 MI_loss: 21.584087 Detection error: 0.01003122329711914 time: 6:24:19.273915
- B/E: 81 / 166 , Gen_loss: -0.356461 MI_loss: 21.61288 Detection error: 0.010024785995483398 time: 6:24:20.159389
- B/E: 82 / 166 , Gen_loss: -0.3592981 MI_loss: 21.719416 Detection error: 0.010015785694122314 time: 6:24:21.042546
- B/E: 83 / 166 , Gen_loss: -0.36178097 MI_loss: 22.072258 Detection error: 0.01001673936843872 time: 6:24:21.943846
- B/E: 84 / 166 , Gen_loss: -0.36281595 MI_loss: 22.116388 Detection error: 0.010013997554779053 time: 6:24:22.834643
- B/E: 85 / 166 , Gen_loss: -0.36497572 MI_loss: 21.874683 Detection error: 0.009997427463531494 time: 6:24:23.719211
- B/E: 86 / 166 , Gen_loss: -0.3585228 MI_loss: 21.728043 Detection error: 0.009993910789489746 time: 6:24:24.624477
- B/E: 87 / 166 , Gen_loss: -0.36476913 MI_loss: 22.064362 Detection error: 0.009982943534851074 time: 6:24:25.508973
- B/E: 88 / 166 , Gen_loss: -0.35664943 MI_loss: 21.568367 Detection error: 0.00997471809387207 time: 6:24:26.396148
- B/E: 89 / 166 , Gen_loss: -0.35648173 MI_loss: 21.697481 Detection error: 0.00998157262802124 time: 6:24:27.375600
- B/E: 90 / 166 , Gen_loss: -0.36216804 MI_loss: 21.89648 Detection error: 0.00997936725616455 time: 6:24:28.263011
- B/E: 91 / 166 , Gen_loss: -0.34812665 MI_loss: 21.127062 Detection error: 0.009983718395233154 time: 6:24:29.139502
- B/E: 92 / 166 , Gen_loss: -0.36011606 MI_loss: 21.73164 Detection error: 0.009969770908355713 time: 6:24:30.022703
- B/E: 93 / 166 , Gen_loss: -0.34800625 MI_loss: 21.253862 Detection error: 0.009976744651794434 time: 6:24:30.904304
- B/E: 94 / 166 , Gen_loss: -0.36046016 MI_loss: 21.840366 Detection error: 0.009981930255889893 time: 6:24:31.783625
- B/E: 95 / 166 , Gen_loss: -0.35735068 MI_loss: 21.926764 Detection error: 0.00999152660369873 time: 6:24:32.591561
- B/E: 96 / 166 , Gen_loss: -0.35818723 MI_loss: 21.612192 Detection error: 0.009985804557800293 time: 6:24:33.423804
- B/E: 97 / 166 , Gen_loss: -0.36695933 MI_loss: 22.233107 Detection error: 0.009978652000427246 time: 6:24:34.199827
- B/E: 98 / 166 , Gen_loss: -0.34527302 MI_loss: 20.857586 Detection error: 0.009968757629394531 time: 6:24:34.970883
- B/E: 99 / 166 , Gen_loss: -0.36619502 MI_loss: 22.11426 Detection error: 0.009965300559997559 time: 6:24:35.862601
- B/E: 100 / 166 , Gen_loss: -0.35205185 MI_loss: 21.530046 Detection error: 0.009966909885406494 time: 6:24:36.743933
- B/E: 101 / 166 , Gen_loss: -0.3588592 MI_loss: 21.83468 Detection error: 0.009970605373382568 time: 6:24:37.630033
- B/E: 102 / 166 , Gen_loss: -0.3524737 MI_loss: 21.449905 Detection error: 0.009976029396057129 time: 6:24:38.522309
- B/E: 103 / 166 , Gen_loss: -0.35659045 MI_loss: 21.625795 Detection error: 0.0099717378616333 time: 6:24:39.406696
- B/E: 104 / 166 , Gen_loss: -0.35159782 MI_loss: 21.156342 Detection error: 0.009972035884857178 time: 6:24:40.287169
- B/E: 105 / 166 , Gen_loss: -0.3478421 MI_loss: 21.110138 Detection error: 0.009974062442779541 time: 6:24:41.270508
- B/E: 106 / 166 , Gen_loss: -0.35434785 MI_loss: 21.467085 Detection error: 0.009977221488952637 time: 6:24:42.150744
- B/E: 107 / 166 , Gen_loss: -0.3562045 MI_loss: 21.580215 Detection error: 0.009982049465179443 time: 6:24:42.961445
- B/E: 108 / 166 , Gen_loss: -0.35981354 MI_loss: 21.860218 Detection error: 0.009985387325286865 time: 6:24:43.733461
- B/E: 109 / 166 , Gen_loss: -0.3522351 MI_loss: 21.335846 Detection error: 0.009986639022827148 time: 6:24:44.525430
- B/E: 110 / 166 , Gen_loss: -0.35746607 MI_loss: 21.610935 Detection error: 0.009976327419281006 time: 6:24:45.393659
- B/E: 111 / 166 , Gen_loss: -0.3590301 MI_loss: 21.683483 Detection error: 0.009973227977752686 time: 6:24:46.280193
- B/E: 112 / 166 , Gen_loss: -0.3541266 MI_loss: 21.255054 Detection error: 0.0099753737449646 time: 6:24:47.170835
- B/E: 113 / 166 , Gen_loss: -0.3579721 MI_loss: 21.788223 Detection error: 0.009982705116271973 time: 6:24:48.054025
- B/E: 114 / 166 , Gen_loss: -0.35066432 MI_loss: 21.43364 Detection error: 0.009978830814361572 time: 6:24:48.934519
- B/E: 115 / 166 , Gen_loss: -0.36377615 MI_loss: 21.975998 Detection error: 0.009977936744689941 time: 6:24:49.825391
- B/E: 116 / 166 , Gen_loss: -0.35589117 MI_loss: 21.714956 Detection error: 0.009976208209991455 time: 6:24:50.711873
- B/E: 117 / 166 , Gen_loss: -0.34522855 MI_loss: 21.125854 Detection error: 0.009978294372558594 time: 6:24:51.593945
- B/E: 118 / 166 , Gen_loss: -0.34941804 MI_loss: 21.176352 Detection error: 0.00997084379196167 time: 6:24:52.475711
- B/E: 119 / 166 , Gen_loss: -0.34797537 MI_loss: 21.022116 Detection error: 0.009966671466827393 time: 6:24:53.366538
- B/E: 120 / 166 , Gen_loss: -0.34784752 MI_loss: 21.070387 Detection error: 0.009967207908630371 time: 6:24:54.253397
- B/E: 121 / 166 , Gen_loss: -0.35993692 MI_loss: 21.954466 Detection error: 0.009976685047149658 time: 6:24:55.211815
- B/E: 122 / 166 , Gen_loss: -0.35826594 MI_loss: 21.702648 Detection error: 0.009965956211090088 time: 6:24:56.104492
- B/E: 123 / 166 , Gen_loss: -0.3612274 MI_loss: 21.986729 Detection error: 0.009960949420928955 time: 6:24:57.001872
- B/E: 124 / 166 , Gen_loss: -0.34964773 MI_loss: 21.116695 Detection error: 0.00996100902557373 time: 6:24:57.889686
- B/E: 125 / 166 , Gen_loss: -0.3662051 MI_loss: 22.174765 Detection error: 0.009961307048797607 time: 6:24:58.774323
- B/E: 126 / 166 , Gen_loss: -0.3562316 MI_loss: 21.735546 Detection error: 0.009973406791687012 time: 6:24:59.681976
- B/E: 127 / 166 , Gen_loss: -0.36213997 MI_loss: 21.997551 Detection error: 0.00997072458267212 time: 6:25:00.570821
- B/E: 128 / 166 , Gen_loss: -0.35813674 MI_loss: 21.745165 Detection error: 0.00997769832611084 time: 6:25:01.461081
- B/E: 129 / 166 , Gen_loss: -0.36825168 MI_loss: 22.392883 Detection error: 0.00998389720916748 time: 6:25:02.367903
- B/E: 130 / 166 , Gen_loss: -0.34994012 MI_loss: 21.222012 Detection error: 0.009988069534301758 time: 6:25:03.256812
- B/E: 131 / 166 , Gen_loss: -0.36232105 MI_loss: 21.916288 Detection error: 0.009994089603424072 time: 6:25:04.169148
- B/E: 132 / 166 , Gen_loss: -0.35746446 MI_loss: 21.691092 Detection error: 0.009991765022277832 time: 6:25:05.059111
- B/E: 133 / 166 , Gen_loss: -0.34877732 MI_loss: 21.103626 Detection error: 0.009990930557250977 time: 6:25:05.946771
- B/E: 134 / 166 , Gen_loss: -0.35738063 MI_loss: 21.739159 Detection error: 0.009998142719268799 time: 6:25:06.828908
- B/E: 135 / 166 , Gen_loss: -0.3503482 MI_loss: 21.073294 Detection error: 0.009999990463256836 time: 6:25:07.714111
- B/E: 136 / 166 , Gen_loss: -0.36229497 MI_loss: 21.83528 Detection error: 0.009998619556427002 time: 6:25:08.598631
- B/E: 137 / 166 , Gen_loss: -0.35162583 MI_loss: 21.20977 Detection error: 0.01000523567199707 time: 6:25:09.576543
- B/E: 138 / 166 , Gen_loss: -0.36024877 MI_loss: 21.906494 Detection error: 0.01000744104385376 time: 6:25:10.458895
- B/E: 139 / 166 , Gen_loss: -0.36112022 MI_loss: 22.046316 Detection error: 0.010014057159423828 time: 6:25:11.347538
- B/E: 140 / 166 , Gen_loss: -0.3513256 MI_loss: 21.309864 Detection error: 0.010013759136199951 time: 6:25:12.235138
- B/E: 141 / 166 , Gen_loss: -0.35217378 MI_loss: 21.453115 Detection error: 0.010012567043304443 time: 6:25:13.117707
- B/E: 142 / 166 , Gen_loss: -0.36190972 MI_loss: 21.937498 Detection error: 0.010012030601501465 time: 6:25:14.004503
- B/E: 143 / 166 , Gen_loss: -0.3559715 MI_loss: 21.548874 Detection error: 0.010011732578277588 time: 6:25:14.891167
- B/E: 144 / 166 , Gen_loss: -0.348813 MI_loss: 21.29872 Detection error: 0.010021328926086426 time: 6:25:15.781368
- B/E: 145 / 166 , Gen_loss: -0.36219123 MI_loss: 21.935362 Detection error: 0.010025441646575928 time: 6:25:16.605104
- B/E: 146 / 166 , Gen_loss: -0.3645629 MI_loss: 22.028126 Detection error: 0.010027647018432617 time: 6:25:17.503339
- B/E: 147 / 166 , Gen_loss: -0.3628205 MI_loss: 22.015173 Detection error: 0.01002955436706543 time: 6:25:18.393880
- B/E: 148 / 166 , Gen_loss: -0.3525108 MI_loss: 21.325136 Detection error: 0.010032713413238525 time: 6:25:19.281578
- B/E: 149 / 166 , Gen_loss: -0.36231348 MI_loss: 22.083914 Detection error: 0.010038316249847412 time: 6:25:20.164500
-
- Test Loss: 10.266599 Test Error: 0.010741651058197021
- -----
- EPOCH: 167
- B/E: 0 / 167 , Gen_loss: -0.357639 MI_loss: 21.64797 Detection error: 0.010593771934509277 time: 6:25:22.146766
- B/E: 1 / 167 , Gen_loss: -0.35640675 MI_loss: 21.560307 Detection error: 0.010468721389770508 time: 6:25:46.027962
- B/E: 2 / 167 , Gen_loss: -0.348643 MI_loss: 21.172558 Detection error: 0.01003122329711914 time: 6:25:47.059929
- B/E: 3 / 167 , Gen_loss: -0.351968 MI_loss: 21.313538 Detection error: 0.009999990463256836 time: 6:25:47.967432
- B/E: 4 / 167 , Gen_loss: -0.35993692 MI_loss: 21.742529 Detection error: 0.010012507438659668 time: 6:25:48.871621
- B/E: 5 / 167 , Gen_loss: -0.34151217 MI_loss: 20.828896 Detection error: 0.009989559650421143 time: 6:25:49.772360
- B/E: 6 / 167 , Gen_loss: -0.35710394 MI_loss: 21.619093 Detection error: 0.010053575038909912 time: 6:25:50.672874
- B/E: 7 / 167 , Gen_loss: -0.35659328 MI_loss: 21.599295 Detection error: 0.010078132152557373 time: 6:25:51.572548
- B/E: 8 / 167 , Gen_loss: -0.35530797 MI_loss: 21.548466 Detection error: 0.009996533393859863 time: 6:25:52.472316
- B/E: 9 / 167 , Gen_loss: -0.36128283 MI_loss: 21.89754 Detection error: 0.009968757629394531 time: 6:25:53.370678
- B/E: 10 / 167 , Gen_loss: -0.3657672 MI_loss: 22.123056 Detection error: 0.00998014211654663 time: 6:25:54.269501
- B/E: 11 / 167 , Gen_loss: -0.36696 MI_loss: 22.215855 Detection error: 0.009994804859161377 time: 6:25:55.180935
- B/E: 12 / 167 , Gen_loss: -0.3551716 MI_loss: 21.571886 Detection error: 0.010098576545715332 time: 6:25:56.084873
- B/E: 13 / 167 , Gen_loss: -0.3572808 MI_loss: 21.634285 Detection error: 0.010084807872772217 time: 6:25:56.983073
- B/E: 14 / 167 , Gen_loss: -0.3532941 MI_loss: 21.397722 Detection error: 0.01006251573562622 time: 6:25:57.889187
- B/E: 15 / 167 , Gen_loss: -0.3622601 MI_loss: 21.891998 Detection error: 0.010035157203674316 time: 6:25:58.793098
- B/E: 16 / 167 , Gen_loss: -0.357902 MI_loss: 21.823517 Detection error: 0.010011017322540283 time: 6:25:59.697851
- B/E: 17 / 167 , Gen_loss: -0.35653895 MI_loss: 21.500528 Detection error: 0.009991347789764404 time: 6:26:00.595736
- B/E: 18 / 167 , Gen_loss: -0.35665384 MI_loss: 21.615372 Detection error: 0.00995725393295288 time: 6:26:01.588852
- B/E: 19 / 167 , Gen_loss: -0.3526598 MI_loss: 21.32692 Detection error: 0.009946882724761963 time: 6:26:02.487488
- B/E: 20 / 167 , Gen_loss: -0.35875836 MI_loss: 21.673418 Detection error: 0.00997769832611084 time: 6:26:03.389715
- B/E: 21 / 167 , Gen_loss: -0.3530152 MI_loss: 21.525875 Detection error: 0.010004281997680664 time: 6:26:04.292667
- B/E: 22 / 167 , Gen_loss: -0.35709685 MI_loss: 21.642498 Detection error: 0.009970128536224365 time: 6:26:05.193804
- B/E: 23 / 167 , Gen_loss: -0.35190284 MI_loss: 21.318783 Detection error: 0.009971380233764648 time: 6:26:06.096743
- B/E: 24 / 167 , Gen_loss: -0.3558073 MI_loss: 21.65709 Detection error: 0.009971261024475098 time: 6:26:06.995592
- B/E: 25 / 167 , Gen_loss: -0.3515765 MI_loss: 21.291636 Detection error: 0.009985566139221191 time: 6:26:07.897236
- B/E: 26 / 167 , Gen_loss: -0.35921803 MI_loss: 21.988024 Detection error: 0.01005786657333374 time: 6:26:08.793589
- B/E: 27 / 167 , Gen_loss: -0.35877517 MI_loss: 21.890741 Detection error: 0.010044634342193604 time: 6:26:09.693378
- B/E: 28 / 167 , Gen_loss: -0.36455646 MI_loss: 22.002108 Detection error: 0.010056018829345703 time: 6:26:10.607541
- B/E: 29 / 167 , Gen_loss: -0.35816854 MI_loss: 21.893042 Detection error: 0.010072886943817139 time: 6:26:11.521130
- B/E: 30 / 167 , Gen_loss: -0.36801326 MI_loss: 22.405691 Detection error: 0.010043323040008545 time: 6:26:12.425083
- B/E: 31 / 167 , Gen_loss: -0.36143294 MI_loss: 21.98577 Detection error: 0.010026395320892334 time: 6:26:13.424102
- B/E: 32 / 167 , Gen_loss: -0.35547218 MI_loss: 21.587461 Detection error: 0.01003032922744751 time: 6:26:14.304577
- B/E: 33 / 167 , Gen_loss: -0.34982428 MI_loss: 21.243683 Detection error: 0.010004580020904541 time: 6:26:15.181998
- B/E: 34 / 167 , Gen_loss: -0.34872776 MI_loss: 21.28983 Detection error: 0.01000446081161499 time: 6:26:16.070264
- B/E: 35 / 167 , Gen_loss: -0.3589706 MI_loss: 21.761654 Detection error: 0.009984374046325684 time: 6:26:16.995558
- B/E: 36 / 167 , Gen_loss: -0.3747027 MI_loss: 22.749144 Detection error: 0.009994924068450928 time: 6:26:17.893381
- B/E: 37 / 167 , Gen_loss: -0.3640137 MI_loss: 21.986464 Detection error: 0.00998765230178833 time: 6:26:18.792829
- B/E: 38 / 167 , Gen_loss: -0.35742512 MI_loss: 21.553371 Detection error: 0.010017633438110352 time: 6:26:19.666872
- B/E: 39 / 167 , Gen_loss: -0.34903714 MI_loss: 21.06241 Detection error: 0.010007798671722412 time: 6:26:20.582221
- B/E: 40 / 167 , Gen_loss: -0.35601434 MI_loss: 21.491049 Detection error: 0.010005354881286621 time: 6:26:21.479386
- B/E: 41 / 167 , Gen_loss: -0.35627076 MI_loss: 21.578037 Detection error: 0.009999275207519531 time: 6:26:22.378859
- B/E: 42 / 167 , Gen_loss: -0.35274845 MI_loss: 21.337654 Detection error: 0.009988367557525635 time: 6:26:23.281694
- B/E: 43 / 167 , Gen_loss: -0.35209167 MI_loss: 21.245417 Detection error: 0.009985804557800293 time: 6:26:24.103006
- B/E: 44 / 167 , Gen_loss: -0.35978448 MI_loss: 21.883135 Detection error: 0.010005533695220947 time: 6:26:24.996727
- B/E: 45 / 167 , Gen_loss: -0.35736907 MI_loss: 21.599037 Detection error: 0.009998619556427002 time: 6:26:25.893686
- B/E: 46 / 167 , Gen_loss: -0.35417223 MI_loss: 21.432976 Detection error: 0.010013937950134277 time: 6:26:26.793451
- B/E: 47 / 167 , Gen_loss: -0.3553118 MI_loss: 21.432507 Detection error: 0.010016918182373047 time: 6:26:27.690050
- B/E: 48 / 167 , Gen_loss: -0.36587185 MI_loss: 22.355011 Detection error: 0.010026812553405762 time: 6:26:28.684417
- B/E: 49 / 167 , Gen_loss: -0.36514902 MI_loss: 22.148012 Detection error: 0.010029375553131104 time: 6:26:29.584479
- B/E: 50 / 167 , Gen_loss: -0.35485214 MI_loss: 21.548527 Detection error: 0.010037362575531006 time: 6:26:30.484265
- B/E: 51 / 167 , Gen_loss: -0.36216992 MI_loss: 22.136625 Detection error: 0.010050475597381592 time: 6:26:31.382232
- B/E: 52 / 167 , Gen_loss: -0.35999832 MI_loss: 21.851376 Detection error: 0.010052502155303955 time: 6:26:32.280918
- B/E: 53 / 167 , Gen_loss: -0.3689147 MI_loss: 22.275106 Detection error: 0.010049164295196533 time: 6:26:33.191293
- B/E: 54 / 167 , Gen_loss: -0.35966194 MI_loss: 21.787558 Detection error: 0.010051727294921875 time: 6:26:34.090555
- B/E: 55 / 167 , Gen_loss: -0.36472535 MI_loss: 22.158136 Detection error: 0.010036826133728027 time: 6:26:34.986316
- B/E: 56 / 167 , Gen_loss: -0.35775122 MI_loss: 21.635458 Detection error: 0.01002359390258789 time: 6:26:35.887753
- B/E: 57 / 167 , Gen_loss: -0.35505494 MI_loss: 21.37304 Detection error: 0.010023176670074463 time: 6:26:36.784911
- B/E: 58 / 167 , Gen_loss: -0.365084 MI_loss: 22.192144 Detection error: 0.01000899076461792 time: 6:26:37.682203
- B/E: 59 / 167 , Gen_loss: -0.36802068 MI_loss: 22.23756 Detection error: 0.010028660297393799 time: 6:26:38.577197
- B/E: 60 / 167 , Gen_loss: -0.36490178 MI_loss: 22.02125 Detection error: 0.010029196739196777 time: 6:26:39.479692
- B/E: 61 / 167 , Gen_loss: -0.35178035 MI_loss: 21.312862 Detection error: 0.010034799575805664 time: 6:26:40.375941
- B/E: 62 / 167 , Gen_loss: -0.3629601 MI_loss: 21.965248 Detection error: 0.010033249855041504 time: 6:26:41.273317
- B/E: 63 / 167 , Gen_loss: -0.3445891 MI_loss: 20.990158 Detection error: 0.010039091110229492 time: 6:26:42.255510
- B/E: 64 / 167 , Gen_loss: -0.35781777 MI_loss: 21.76919 Detection error: 0.010035574436187744 time: 6:26:43.155587
- B/E: 65 / 167 , Gen_loss: -0.3588637 MI_loss: 21.72333 Detection error: 0.010032176971435547 time: 6:26:44.052791
- B/E: 66 / 167 , Gen_loss: -0.35977614 MI_loss: 21.81199 Detection error: 0.01003497838973999 time: 6:26:44.952213
- B/E: 67 / 167 , Gen_loss: -0.367705 MI_loss: 22.158321 Detection error: 0.010025739669799805 time: 6:26:45.852115
- B/E: 68 / 167 , Gen_loss: -0.34286073 MI_loss: 20.782831 Detection error: 0.010029435157775879 time: 6:26:46.751209
- B/E: 69 / 167 , Gen_loss: -0.3549277 MI_loss: 21.539328 Detection error: 0.010035693645477295 time: 6:26:47.649703
- B/E: 70 / 167 , Gen_loss: -0.35799265 MI_loss: 21.83475 Detection error: 0.010032594203948975 time: 6:26:48.571084
- B/E: 71 / 167 , Gen_loss: -0.35705686 MI_loss: 21.645458 Detection error: 0.010030806064605713 time: 6:26:49.456477
- B/E: 72 / 167 , Gen_loss: -0.3493049 MI_loss: 21.265255 Detection error: 0.010035097599029541 time: 6:26:50.344634
- B/E: 73 / 167 , Gen_loss: -0.35373574 MI_loss: 21.44107 Detection error: 0.010027468204498291 time: 6:26:51.238891
- B/E: 74 / 167 , Gen_loss: -0.3630799 MI_loss: 22.025753 Detection error: 0.010029971599578857 time: 6:26:52.137864
- B/E: 75 / 167 , Gen_loss: -0.35694435 MI_loss: 21.717197 Detection error: 0.010025084018707275 time: 6:26:53.036008
- B/E: 76 / 167 , Gen_loss: -0.35619187 MI_loss: 21.45428 Detection error: 0.010025560855865479 time: 6:26:53.939194
- B/E: 77 / 167 , Gen_loss: -0.3526498 MI_loss: 21.255695 Detection error: 0.010018408298492432 time: 6:26:54.857996
- B/E: 78 / 167 , Gen_loss: -0.36461946 MI_loss: 21.950157 Detection error: 0.010014235973358154 time: 6:26:55.760477
- B/E: 79 / 167 , Gen_loss: -0.3609005 MI_loss: 21.898712 Detection error: 0.01002734899520874 time: 6:26:56.757191
- B/E: 80 / 167 , Gen_loss: -0.36270517 MI_loss: 21.857626 Detection error: 0.010035872459411621 time: 6:26:57.659055
- B/E: 81 / 167 , Gen_loss: -0.3656973 MI_loss: 22.155407 Detection error: 0.010027468204498291 time: 6:26:58.567426
- B/E: 82 / 167 , Gen_loss: -0.35180932 MI_loss: 21.345146 Detection error: 0.010023355484008789 time: 6:26:59.470272
- B/E: 83 / 167 , Gen_loss: -0.35170695 MI_loss: 21.409046 Detection error: 0.01002192497253418 time: 6:27:00.368392
- B/E: 84 / 167 , Gen_loss: -0.35032156 MI_loss: 21.249567 Detection error: 0.0100172758102417 time: 6:27:01.268652
- B/E: 85 / 167 , Gen_loss: -0.35312083 MI_loss: 21.368223 Detection error: 0.009999275207519531 time: 6:27:02.167649
- B/E: 86 / 167 , Gen_loss: -0.3509405 MI_loss: 21.206917 Detection error: 0.00999605655670166 time: 6:27:03.067777
- B/E: 87 / 167 , Gen_loss: -0.35720724 MI_loss: 21.570707 Detection error: 0.009985804557800293 time: 6:27:03.973677
- B/E: 88 / 167 , Gen_loss: -0.3622838 MI_loss: 21.911196 Detection error: 0.009971559047698975 time: 6:27:04.791379
- B/E: 89 / 167 , Gen_loss: -0.3552479 MI_loss: 21.70465 Detection error: 0.009980916976928711 time: 6:27:05.657815
- B/E: 90 / 167 , Gen_loss: -0.35847148 MI_loss: 21.643383 Detection error: 0.009981811046600342 time: 6:27:06.555791
- B/E: 91 / 167 , Gen_loss: -0.35772076 MI_loss: 21.780931 Detection error: 0.009979307651519775 time: 6:27:07.456329
- B/E: 92 / 167 , Gen_loss: -0.35053194 MI_loss: 21.316792 Detection error: 0.009976804256439209 time: 6:27:08.358286
- B/E: 93 / 167 , Gen_loss: -0.36345586 MI_loss: 22.102654 Detection error: 0.00997769832611084 time: 6:27:09.256167
- B/E: 94 / 167 , Gen_loss: -0.3524398 MI_loss: 21.564434 Detection error: 0.009988844394683838 time: 6:27:10.157706
- B/E: 95 / 167 , Gen_loss: -0.3635553 MI_loss: 22.144009 Detection error: 0.009993135929107666 time: 6:27:11.152833
- B/E: 96 / 167 , Gen_loss: -0.360647 MI_loss: 21.926426 Detection error: 0.009989380836486816 time: 6:27:12.014313
- B/E: 97 / 167 , Gen_loss: -0.3715526 MI_loss: 22.698626 Detection error: 0.009982168674468994 time: 6:27:12.826304
- B/E: 98 / 167 , Gen_loss: -0.3640273 MI_loss: 22.149298 Detection error: 0.00997316837310791 time: 6:27:13.640564
- B/E: 99 / 167 , Gen_loss: -0.3481196 MI_loss: 21.04235 Detection error: 0.00997251272201538 time: 6:27:14.473468
- B/E: 100 / 167 , Gen_loss: -0.35870948 MI_loss: 21.841846 Detection error: 0.009976804256439209 time: 6:27:15.273239
- B/E: 101 / 167 , Gen_loss: -0.35585037 MI_loss: 21.663412 Detection error: 0.009977638721466064 time: 6:27:16.186312
- B/E: 102 / 167 , Gen_loss: -0.3522546 MI_loss: 21.5129 Detection error: 0.009980559349060059 time: 6:27:17.086945
- B/E: 103 / 167 , Gen_loss: -0.37276742 MI_loss: 22.572786 Detection error: 0.009975075721740723 time: 6:27:17.987133
- B/E: 104 / 167 , Gen_loss: -0.36320335 MI_loss: 22.039555 Detection error: 0.009976804256439209 time: 6:27:18.888970
- B/E: 105 / 167 , Gen_loss: -0.35592282 MI_loss: 21.564571 Detection error: 0.009975254535675049 time: 6:27:19.791979
- B/E: 106 / 167 , Gen_loss: -0.34915793 MI_loss: 21.094582 Detection error: 0.009976029396057129 time: 6:27:20.692430
- B/E: 107 / 167 , Gen_loss: -0.36670095 MI_loss: 22.449339 Detection error: 0.009980320930480957 time: 6:27:21.592574
- B/E: 108 / 167 , Gen_loss: -0.36056417 MI_loss: 21.904526 Detection error: 0.009981632232666016 time: 6:27:22.493607
- B/E: 109 / 167 , Gen_loss: -0.36118463 MI_loss: 21.785498 Detection error: 0.00998377799987793 time: 6:27:23.396222
- B/E: 110 / 167 , Gen_loss: -0.3544708 MI_loss: 21.401472 Detection error: 0.009971559047698975 time: 6:27:24.221745
- B/E: 111 / 167 , Gen_loss: -0.3531683 MI_loss: 21.441565 Detection error: 0.009968459606170654 time: 6:27:25.083195
- B/E: 112 / 167 , Gen_loss: -0.36050302 MI_loss: 21.777267 Detection error: 0.009972631931304932 time: 6:27:25.899771
- B/E: 113 / 167 , Gen_loss: -0.36130068 MI_loss: 22.092749 Detection error: 0.009974241256713867 time: 6:27:26.834162
- B/E: 114 / 167 , Gen_loss: -0.3429696 MI_loss: 20.854591 Detection error: 0.009975552558898926 time: 6:27:27.711531
- B/E: 115 / 167 , Gen_loss: -0.363545 MI_loss: 22.031826 Detection error: 0.00997227430343628 time: 6:27:28.593592
- B/E: 116 / 167 , Gen_loss: -0.36301696 MI_loss: 21.9963 Detection error: 0.00997459888458252 time: 6:27:29.497536
- B/E: 117 / 167 , Gen_loss: -0.3544098 MI_loss: 21.565338 Detection error: 0.0099753737449646 time: 6:27:30.377591
- B/E: 118 / 167 , Gen_loss: -0.3605796 MI_loss: 21.76513 Detection error: 0.009968221187591553 time: 6:27:31.257559
- B/E: 119 / 167 , Gen_loss: -0.35457483 MI_loss: 21.476019 Detection error: 0.009965121746063232 time: 6:27:32.112435
- B/E: 120 / 167 , Gen_loss: -0.36450964 MI_loss: 22.053766 Detection error: 0.00996696949005127 time: 6:27:33.001863
- B/E: 121 / 167 , Gen_loss: -0.3364564 MI_loss: 20.5689 Detection error: 0.00996851921081543 time: 6:27:33.933153
- B/E: 122 / 167 , Gen_loss: -0.3562726 MI_loss: 21.541317 Detection error: 0.009963154792785645 time: 6:27:34.826821
- B/E: 123 / 167 , Gen_loss: -0.35685727 MI_loss: 21.563728 Detection error: 0.009956121444702148 time: 6:27:35.710266
- B/E: 124 / 167 , Gen_loss: -0.35982203 MI_loss: 21.90162 Detection error: 0.009953022003173828 time: 6:27:36.592097
- B/E: 125 / 167 , Gen_loss: -0.35741493 MI_loss: 21.686348 Detection error: 0.00995558500289917 time: 6:27:37.468778
- B/E: 126 / 167 , Gen_loss: -0.3509175 MI_loss: 21.478928 Detection error: 0.009965062141418457 time: 6:27:38.353600
- B/E: 127 / 167 , Gen_loss: -0.35533488 MI_loss: 21.568348 Detection error: 0.00996387004852295 time: 6:27:39.352403
- B/E: 128 / 167 , Gen_loss: -0.35968825 MI_loss: 21.776745 Detection error: 0.009969711303710938 time: 6:27:40.234474
- B/E: 129 / 167 , Gen_loss: -0.36122277 MI_loss: 21.921244 Detection error: 0.009976446628570557 time: 6:27:41.114670
- B/E: 130 / 167 , Gen_loss: -0.36187923 MI_loss: 21.92375 Detection error: 0.009983062744140625 time: 6:27:42.001503
- B/E: 131 / 167 , Gen_loss: -0.35708207 MI_loss: 21.546034 Detection error: 0.009987473487854004 time: 6:27:42.888399
- B/E: 132 / 167 , Gen_loss: -0.3620602 MI_loss: 21.905012 Detection error: 0.009981215000152588 time: 6:27:43.770690
- B/E: 133 / 167 , Gen_loss: -0.36268193 MI_loss: 22.058664 Detection error: 0.009982526302337646 time: 6:27:44.650697
- B/E: 134 / 167 , Gen_loss: -0.3556601 MI_loss: 21.745113 Detection error: 0.009990274906158447 time: 6:27:45.540629
- B/E: 135 / 167 , Gen_loss: -0.35941672 MI_loss: 21.792582 Detection error: 0.009991288185119629 time: 6:27:46.427552
- B/E: 136 / 167 , Gen_loss: -0.3583245 MI_loss: 21.699392 Detection error: 0.009997725486755371 time: 6:27:47.310109
- B/E: 137 / 167 , Gen_loss: -0.35231304 MI_loss: 21.379208 Detection error: 0.009997308254241943 time: 6:27:48.193573
- B/E: 138 / 167 , Gen_loss: -0.36242077 MI_loss: 21.899715 Detection error: 0.010000884532928467 time: 6:27:49.071937
- B/E: 139 / 167 , Gen_loss: -0.3650872 MI_loss: 22.100502 Detection error: 0.01000601053237915 time: 6:27:49.889116
- B/E: 140 / 167 , Gen_loss: -0.34946963 MI_loss: 21.172087 Detection error: 0.010004878044128418 time: 6:27:50.663450
- B/E: 141 / 167 , Gen_loss: -0.35659724 MI_loss: 21.675787 Detection error: 0.010004639625549316 time: 6:27:51.558332
- B/E: 142 / 167 , Gen_loss: -0.36330044 MI_loss: 21.916533 Detection error: 0.010006129741668701 time: 6:27:52.461165
- B/E: 143 / 167 , Gen_loss: -0.3717814 MI_loss: 22.498615 Detection error: 0.010000407695770264 time: 6:27:53.430953
- B/E: 144 / 167 , Gen_loss: -0.3631779 MI_loss: 22.11497 Detection error: 0.010010361671447754 time: 6:27:54.247212
- B/E: 145 / 167 , Gen_loss: -0.33669144 MI_loss: 20.242964 Detection error: 0.010014533996582031 time: 6:27:55.066147
- B/E: 146 / 167 , Gen_loss: -0.35616606 MI_loss: 21.494305 Detection error: 0.010016381740570068 time: 6:27:55.876955
- B/E: 147 / 167 , Gen_loss: -0.36299744 MI_loss: 21.923073 Detection error: 0.010022163391113281 time: 6:27:56.693705
- B/E: 148 / 167 , Gen_loss: -0.3521051 MI_loss: 21.210873 Detection error: 0.010023057460784912 time: 6:27:57.521547
- B/E: 149 / 167 , Gen_loss: -0.35882226 MI_loss: 21.781195 Detection error: 0.01002955436706543 time: 6:27:58.313189
-
- Test Loss: 10.280759 Test Error: 0.010716676712036133
- -----
- EPOCH: 168
- B/E: 0 / 168 , Gen_loss: -0.355247 MI_loss: 21.568142 Detection error: 0.010593771934509277 time: 6:28:00.173898
- B/E: 1 / 168 , Gen_loss: -0.3501657 MI_loss: 21.09392 Detection error: 0.01057809591293335 time: 6:28:23.429693
- B/E: 2 / 168 , Gen_loss: -0.353821 MI_loss: 21.409195 Detection error: 0.009968757629394531 time: 6:28:24.345925
- B/E: 3 / 168 , Gen_loss: -0.35458615 MI_loss: 21.492815 Detection error: 0.009882807731628418 time: 6:28:25.243577
- B/E: 4 / 168 , Gen_loss: -0.3533792 MI_loss: 21.463188 Detection error: 0.009949982166290283 time: 6:28:26.134169
- B/E: 5 / 168 , Gen_loss: -0.3626915 MI_loss: 22.079924 Detection error: 0.009927093982696533 time: 6:28:27.125183
- B/E: 6 / 168 , Gen_loss: -0.34932348 MI_loss: 21.283245 Detection error: 0.00997769832611084 time: 6:28:28.012741
- B/E: 7 / 168 , Gen_loss: -0.3582961 MI_loss: 21.775106 Detection error: 0.009999990463256836 time: 6:28:28.906354
- B/E: 8 / 168 , Gen_loss: -0.35904282 MI_loss: 21.852915 Detection error: 0.00998610258102417 time: 6:28:29.791634
- B/E: 9 / 168 , Gen_loss: -0.36236072 MI_loss: 22.114893 Detection error: 0.009962499141693115 time: 6:28:30.672799
- B/E: 10 / 168 , Gen_loss: -0.36778662 MI_loss: 22.197233 Detection error: 0.00996023416519165 time: 6:28:31.577838
- B/E: 11 / 168 , Gen_loss: -0.3446264 MI_loss: 20.759 Detection error: 0.010036468505859375 time: 6:28:32.463059
- B/E: 12 / 168 , Gen_loss: -0.36140698 MI_loss: 21.903152 Detection error: 0.010088920593261719 time: 6:28:33.349134
- B/E: 13 / 168 , Gen_loss: -0.3643076 MI_loss: 22.156706 Detection error: 0.010080337524414062 time: 6:28:34.230625
- B/E: 14 / 168 , Gen_loss: -0.3648081 MI_loss: 22.110302 Detection error: 0.010054171085357666 time: 6:28:35.112363
- B/E: 15 / 168 , Gen_loss: -0.35777834 MI_loss: 21.735157 Detection error: 0.010050773620605469 time: 6:28:35.998001
- B/E: 16 / 168 , Gen_loss: -0.35995233 MI_loss: 21.81693 Detection error: 0.010040462017059326 time: 6:28:36.884359
- B/E: 17 / 168 , Gen_loss: -0.3613683 MI_loss: 21.906715 Detection error: 0.01003122329711914 time: 6:28:37.768315
- B/E: 18 / 168 , Gen_loss: -0.34171274 MI_loss: 20.69897 Detection error: 0.009980261325836182 time: 6:28:38.657377
- B/E: 19 / 168 , Gen_loss: -0.35339734 MI_loss: 21.579554 Detection error: 0.009984374046325684 time: 6:28:39.542809
- B/E: 20 / 168 , Gen_loss: -0.3495218 MI_loss: 21.152094 Detection error: 0.009988069534301758 time: 6:28:40.502805
- B/E: 21 / 168 , Gen_loss: -0.35781574 MI_loss: 21.809679 Detection error: 0.010011374950408936 time: 6:28:41.404377
- B/E: 22 / 168 , Gen_loss: -0.35121927 MI_loss: 21.127113 Detection error: 0.009994566440582275 time: 6:28:42.285569
- B/E: 23 / 168 , Gen_loss: -0.36539567 MI_loss: 22.033127 Detection error: 0.009983062744140625 time: 6:28:43.170750
- B/E: 24 / 168 , Gen_loss: -0.35604873 MI_loss: 21.554195 Detection error: 0.00998002290725708 time: 6:28:44.072949
- B/E: 25 / 168 , Gen_loss: -0.36211118 MI_loss: 21.938828 Detection error: 0.009998798370361328 time: 6:28:44.953200
- B/E: 26 / 168 , Gen_loss: -0.3528906 MI_loss: 21.606258 Detection error: 0.010069429874420166 time: 6:28:45.889519
- B/E: 27 / 168 , Gen_loss: -0.35825044 MI_loss: 21.86993 Detection error: 0.010072529315948486 time: 6:28:46.794232
- B/E: 28 / 168 , Gen_loss: -0.35464823 MI_loss: 21.418966 Detection error: 0.010073304176330566 time: 6:28:47.685743
- B/E: 29 / 168 , Gen_loss: -0.35975918 MI_loss: 21.794062 Detection error: 0.010096848011016846 time: 6:28:48.570308
- B/E: 30 / 168 , Gen_loss: -0.36135304 MI_loss: 21.907883 Detection error: 0.010068535804748535 time: 6:28:49.464270
- B/E: 31 / 168 , Gen_loss: -0.3634415 MI_loss: 22.05644 Detection error: 0.010043919086456299 time: 6:28:50.350953
- B/E: 32 / 168 , Gen_loss: -0.36540753 MI_loss: 22.173164 Detection error: 0.010035991668701172 time: 6:28:51.238862
- B/E: 33 / 168 , Gen_loss: -0.35436407 MI_loss: 21.39206 Detection error: 0.01001197099685669 time: 6:28:52.139154
- B/E: 34 / 168 , Gen_loss: -0.35502338 MI_loss: 21.482838 Detection error: 0.01001518964767456 time: 6:28:53.026916
- B/E: 35 / 168 , Gen_loss: -0.3494869 MI_loss: 21.109478 Detection error: 0.010003447532653809 time: 6:28:53.915527
- B/E: 36 / 168 , Gen_loss: -0.36326456 MI_loss: 21.972597 Detection error: 0.010010123252868652 time: 6:28:54.897483
- B/E: 37 / 168 , Gen_loss: -0.35486534 MI_loss: 21.529545 Detection error: 0.009999990463256836 time: 6:28:55.857336
- B/E: 38 / 168 , Gen_loss: -0.35147557 MI_loss: 21.26667 Detection error: 0.010033667087554932 time: 6:28:56.696528
- B/E: 39 / 168 , Gen_loss: -0.35955793 MI_loss: 21.804956 Detection error: 0.010010182857513428 time: 6:28:57.590680
- B/E: 40 / 168 , Gen_loss: -0.36379224 MI_loss: 22.188623 Detection error: 0.010012209415435791 time: 6:28:58.500282
- B/E: 41 / 168 , Gen_loss: -0.35978463 MI_loss: 21.815613 Detection error: 0.010014116764068604 time: 6:28:59.380309
- B/E: 42 / 168 , Gen_loss: -0.3703932 MI_loss: 22.457111 Detection error: 0.009995639324188232 time: 6:29:00.266370
- B/E: 43 / 168 , Gen_loss: -0.3601928 MI_loss: 21.728207 Detection error: 0.009995043277740479 time: 6:29:01.153577
- B/E: 44 / 168 , Gen_loss: -0.3556049 MI_loss: 21.74066 Detection error: 0.010012507438659668 time: 6:29:02.039603
- B/E: 45 / 168 , Gen_loss: -0.35478517 MI_loss: 21.417559 Detection error: 0.010016322135925293 time: 6:29:02.927941
- B/E: 46 / 168 , Gen_loss: -0.35629064 MI_loss: 21.604624 Detection error: 0.010030567646026611 time: 6:29:03.814906
- B/E: 47 / 168 , Gen_loss: -0.3553916 MI_loss: 21.58675 Detection error: 0.010033845901489258 time: 6:29:04.704092
- B/E: 48 / 168 , Gen_loss: -0.35470134 MI_loss: 21.549858 Detection error: 0.010037004947662354 time: 6:29:05.585766
- B/E: 49 / 168 , Gen_loss: -0.36102715 MI_loss: 21.895245 Detection error: 0.010044395923614502 time: 6:29:06.491344
- B/E: 50 / 168 , Gen_loss: -0.34957534 MI_loss: 21.088821 Detection error: 0.010046541690826416 time: 6:29:07.374184
- B/E: 51 / 168 , Gen_loss: -0.35261256 MI_loss: 21.344568 Detection error: 0.010052859783172607 time: 6:29:08.260335
- B/E: 52 / 168 , Gen_loss: -0.36884335 MI_loss: 22.226215 Detection error: 0.010046601295471191 time: 6:29:09.227932
- B/E: 53 / 168 , Gen_loss: -0.36418298 MI_loss: 21.868744 Detection error: 0.010064840316772461 time: 6:29:10.111393
- B/E: 54 / 168 , Gen_loss: -0.36435932 MI_loss: 22.065897 Detection error: 0.010059654712677002 time: 6:29:10.998734
- B/E: 55 / 168 , Gen_loss: -0.34775218 MI_loss: 21.221632 Detection error: 0.01004016399383545 time: 6:29:11.878730
- B/E: 56 / 168 , Gen_loss: -0.36111042 MI_loss: 21.791979 Detection error: 0.01003342866897583 time: 6:29:12.706282
- B/E: 57 / 168 , Gen_loss: -0.34711912 MI_loss: 21.022493 Detection error: 0.010026395320892334 time: 6:29:13.567081
- B/E: 58 / 168 , Gen_loss: -0.3541791 MI_loss: 21.348341 Detection error: 0.010017991065979004 time: 6:29:14.414597
- B/E: 59 / 168 , Gen_loss: -0.3561552 MI_loss: 21.595613 Detection error: 0.010037481784820557 time: 6:29:15.310225
- B/E: 60 / 168 , Gen_loss: -0.36095247 MI_loss: 21.793484 Detection error: 0.0100327730178833 time: 6:29:16.193562
- B/E: 61 / 168 , Gen_loss: -0.3477641 MI_loss: 20.995676 Detection error: 0.01004183292388916 time: 6:29:17.084608
- B/E: 62 / 168 , Gen_loss: -0.3581693 MI_loss: 21.66383 Detection error: 0.010035693645477295 time: 6:29:17.965819
- B/E: 63 / 168 , Gen_loss: -0.36039895 MI_loss: 21.9767 Detection error: 0.01004248857498169 time: 6:29:18.868185
- B/E: 64 / 168 , Gen_loss: -0.3541784 MI_loss: 21.58069 Detection error: 0.010037004947662354 time: 6:29:19.752762
- B/E: 65 / 168 , Gen_loss: -0.36046663 MI_loss: 21.722916 Detection error: 0.01004117727279663 time: 6:29:20.635695
- B/E: 66 / 168 , Gen_loss: -0.36338243 MI_loss: 21.847937 Detection error: 0.010041952133178711 time: 6:29:21.517366
- B/E: 67 / 168 , Gen_loss: -0.36621052 MI_loss: 22.01734 Detection error: 0.010025739669799805 time: 6:29:22.424093
- B/E: 68 / 168 , Gen_loss: -0.35523024 MI_loss: 21.482328 Detection error: 0.010027170181274414 time: 6:29:23.385245
- B/E: 69 / 168 , Gen_loss: -0.36227533 MI_loss: 22.086 Detection error: 0.010046005249023438 time: 6:29:24.247356
- B/E: 70 / 168 , Gen_loss: -0.3675371 MI_loss: 22.21782 Detection error: 0.010030806064605713 time: 6:29:25.106595
- B/E: 71 / 168 , Gen_loss: -0.34984478 MI_loss: 21.33157 Detection error: 0.010035157203674316 time: 6:29:26.002090
- B/E: 72 / 168 , Gen_loss: -0.37268198 MI_loss: 22.50445 Detection error: 0.010036826133728027 time: 6:29:26.884739
- B/E: 73 / 168 , Gen_loss: -0.35527346 MI_loss: 21.621504 Detection error: 0.010028719902038574 time: 6:29:27.764924
- B/E: 74 / 168 , Gen_loss: -0.35744038 MI_loss: 21.763126 Detection error: 0.010025858879089355 time: 6:29:28.651415
- B/E: 75 / 168 , Gen_loss: -0.35264125 MI_loss: 21.250895 Detection error: 0.010018110275268555 time: 6:29:29.533280
- B/E: 76 / 168 , Gen_loss: -0.3568342 MI_loss: 21.549042 Detection error: 0.010027170181274414 time: 6:29:30.410562
- B/E: 77 / 168 , Gen_loss: -0.35419956 MI_loss: 21.5275 Detection error: 0.010022461414337158 time: 6:29:31.294499
- B/E: 78 / 168 , Gen_loss: -0.36330572 MI_loss: 22.048717 Detection error: 0.010017037391662598 time: 6:29:32.183875
- B/E: 79 / 168 , Gen_loss: -0.35048836 MI_loss: 21.171005 Detection error: 0.010030865669250488 time: 6:29:33.066913
- B/E: 80 / 168 , Gen_loss: -0.35734946 MI_loss: 21.656816 Detection error: 0.010037779808044434 time: 6:29:33.947056
- B/E: 81 / 168 , Gen_loss: -0.35056946 MI_loss: 21.092823 Detection error: 0.010023653507232666 time: 6:29:34.833708
- B/E: 82 / 168 , Gen_loss: -0.34978893 MI_loss: 21.280909 Detection error: 0.010022222995758057 time: 6:29:35.717817
- B/E: 83 / 168 , Gen_loss: -0.35616797 MI_loss: 21.516985 Detection error: 0.010026812553405762 time: 6:29:36.599211
- B/E: 84 / 168 , Gen_loss: -0.35775572 MI_loss: 21.801847 Detection error: 0.01002281904220581 time: 6:29:37.573956
- B/E: 85 / 168 , Gen_loss: -0.360481 MI_loss: 21.795645 Detection error: 0.009999990463256836 time: 6:29:38.461856
- B/E: 86 / 168 , Gen_loss: -0.35341159 MI_loss: 21.490877 Detection error: 0.010002493858337402 time: 6:29:39.347534
- B/E: 87 / 168 , Gen_loss: -0.35418367 MI_loss: 21.280344 Detection error: 0.009989321231842041 time: 6:29:40.233889
- B/E: 88 / 168 , Gen_loss: -0.3624915 MI_loss: 21.96145 Detection error: 0.009978234767913818 time: 6:29:41.120926
- B/E: 89 / 168 , Gen_loss: -0.35927635 MI_loss: 21.867977 Detection error: 0.009986460208892822 time: 6:29:42.008332
- B/E: 90 / 168 , Gen_loss: -0.36216015 MI_loss: 21.830387 Detection error: 0.009983837604522705 time: 6:29:42.896446
- B/E: 91 / 168 , Gen_loss: -0.36287448 MI_loss: 21.912006 Detection error: 0.00998300313949585 time: 6:29:43.680678
- B/E: 92 / 168 , Gen_loss: -0.35433668 MI_loss: 21.53659 Detection error: 0.00997614860534668 time: 6:29:44.479414
- B/E: 93 / 168 , Gen_loss: -0.3555859 MI_loss: 21.644041 Detection error: 0.00997471809387207 time: 6:29:45.248947
- B/E: 94 / 168 , Gen_loss: -0.3469384 MI_loss: 21.11914 Detection error: 0.009990155696868896 time: 6:29:46.108568
- B/E: 95 / 168 , Gen_loss: -0.35456562 MI_loss: 21.487226 Detection error: 0.00999218225479126 time: 6:29:46.991051
- B/E: 96 / 168 , Gen_loss: -0.36442885 MI_loss: 22.090555 Detection error: 0.009992897510528564 time: 6:29:47.873710
- B/E: 97 / 168 , Gen_loss: -0.35222068 MI_loss: 21.43568 Detection error: 0.009984076023101807 time: 6:29:48.756372
- B/E: 98 / 168 , Gen_loss: -0.35053277 MI_loss: 21.171022 Detection error: 0.009973466396331787 time: 6:29:49.636851
- B/E: 99 / 168 , Gen_loss: -0.36585563 MI_loss: 22.070713 Detection error: 0.009964704513549805 time: 6:29:50.523597
- B/E: 100 / 168 , Gen_loss: -0.35485634 MI_loss: 21.35928 Detection error: 0.009965062141418457 time: 6:29:51.491655
- B/E: 101 / 168 , Gen_loss: -0.3682376 MI_loss: 22.462948 Detection error: 0.00997394323348999 time: 6:29:52.371415
- B/E: 102 / 168 , Gen_loss: -0.3622591 MI_loss: 21.988705 Detection error: 0.009975731372833252 time: 6:29:53.254135
- B/E: 103 / 168 , Gen_loss: -0.36530867 MI_loss: 22.207296 Detection error: 0.009974479675292969 time: 6:29:54.139081
- B/E: 104 / 168 , Gen_loss: -0.36459994 MI_loss: 22.113316 Detection error: 0.009979784488677979 time: 6:29:54.967086
- B/E: 105 / 168 , Gen_loss: -0.36539128 MI_loss: 22.245934 Detection error: 0.009974062442779541 time: 6:29:55.864306
- B/E: 106 / 168 , Gen_loss: -0.3632019 MI_loss: 22.002771 Detection error: 0.009975194931030273 time: 6:29:56.770210
- B/E: 107 / 168 , Gen_loss: -0.3646645 MI_loss: 22.159922 Detection error: 0.009981751441955566 time: 6:29:57.651375
- B/E: 108 / 168 , Gen_loss: -0.3598489 MI_loss: 21.767649 Detection error: 0.009981632232666016 time: 6:29:58.532548
- B/E: 109 / 168 , Gen_loss: -0.36647555 MI_loss: 22.3162 Detection error: 0.009979546070098877 time: 6:29:59.414910
- B/E: 110 / 168 , Gen_loss: -0.35817733 MI_loss: 21.618805 Detection error: 0.009971857070922852 time: 6:30:00.320994
- B/E: 111 / 168 , Gen_loss: -0.3615457 MI_loss: 22.007046 Detection error: 0.009968757629394531 time: 6:30:01.204566
- B/E: 112 / 168 , Gen_loss: -0.37094858 MI_loss: 22.368504 Detection error: 0.009969830513000488 time: 6:30:02.099964
- B/E: 113 / 168 , Gen_loss: -0.3638624 MI_loss: 22.166111 Detection error: 0.0099717378616333 time: 6:30:03.002857
- B/E: 114 / 168 , Gen_loss: -0.3477645 MI_loss: 21.147596 Detection error: 0.009973108768463135 time: 6:30:03.884021
- B/E: 115 / 168 , Gen_loss: -0.370279 MI_loss: 22.350515 Detection error: 0.009967148303985596 time: 6:30:04.769321
- B/E: 116 / 168 , Gen_loss: -0.35936874 MI_loss: 22.00629 Detection error: 0.009966373443603516 time: 6:30:05.748400
- B/E: 117 / 168 , Gen_loss: -0.3488777 MI_loss: 21.007528 Detection error: 0.009966611862182617 time: 6:30:06.634640
- B/E: 118 / 168 , Gen_loss: -0.36543402 MI_loss: 22.022636 Detection error: 0.009961426258087158 time: 6:30:07.518469
- B/E: 119 / 168 , Gen_loss: -0.34974867 MI_loss: 21.088444 Detection error: 0.009956777095794678 time: 6:30:08.403124
- B/E: 120 / 168 , Gen_loss: -0.35625398 MI_loss: 21.59747 Detection error: 0.00996100902557373 time: 6:30:09.288585
- B/E: 121 / 168 , Gen_loss: -0.36664405 MI_loss: 22.287653 Detection error: 0.00996464490890503 time: 6:30:10.174190
- B/E: 122 / 168 , Gen_loss: -0.37446305 MI_loss: 22.679653 Detection error: 0.009956836700439453 time: 6:30:11.055415
- B/E: 123 / 168 , Gen_loss: -0.3578148 MI_loss: 21.767883 Detection error: 0.009949862957000732 time: 6:30:11.946356
- B/E: 124 / 168 , Gen_loss: -0.35128704 MI_loss: 21.322739 Detection error: 0.009949266910552979 time: 6:30:12.797138
- B/E: 125 / 168 , Gen_loss: -0.35587546 MI_loss: 21.58628 Detection error: 0.009951889514923096 time: 6:30:13.693417
- B/E: 126 / 168 , Gen_loss: -0.3477802 MI_loss: 21.142494 Detection error: 0.009958922863006592 time: 6:30:14.578617
- B/E: 127 / 168 , Gen_loss: -0.36338362 MI_loss: 22.060184 Detection error: 0.009961187839508057 time: 6:30:15.466965
- B/E: 128 / 168 , Gen_loss: -0.35475704 MI_loss: 21.589117 Detection error: 0.009963393211364746 time: 6:30:16.353324
- B/E: 129 / 168 , Gen_loss: -0.35612 MI_loss: 21.664442 Detection error: 0.009969711303710938 time: 6:30:17.236284
- B/E: 130 / 168 , Gen_loss: -0.35165596 MI_loss: 21.235727 Detection error: 0.009975194931030273 time: 6:30:18.123063
- B/E: 131 / 168 , Gen_loss: -0.3645808 MI_loss: 21.99079 Detection error: 0.009981036186218262 time: 6:30:19.018368
- B/E: 132 / 168 , Gen_loss: -0.35608098 MI_loss: 21.478115 Detection error: 0.00997459888458252 time: 6:30:19.985687
- B/E: 133 / 168 , Gen_loss: -0.36302763 MI_loss: 22.10505 Detection error: 0.009977638721466064 time: 6:30:20.866205
- B/E: 134 / 168 , Gen_loss: -0.3606079 MI_loss: 22.01942 Detection error: 0.009981691837310791 time: 6:30:21.755228
- B/E: 135 / 168 , Gen_loss: -0.35614052 MI_loss: 21.716877 Detection error: 0.00998687744140625 time: 6:30:22.640577
- B/E: 136 / 168 , Gen_loss: -0.35551947 MI_loss: 21.52447 Detection error: 0.009989023208618164 time: 6:30:23.520428
- B/E: 137 / 168 , Gen_loss: -0.35123432 MI_loss: 21.219606 Detection error: 0.00999140739440918 time: 6:30:24.393244
- B/E: 138 / 168 , Gen_loss: -0.3592675 MI_loss: 21.849806 Detection error: 0.009997725486755371 time: 6:30:25.256191
- B/E: 139 / 168 , Gen_loss: -0.36883906 MI_loss: 22.299498 Detection error: 0.009998440742492676 time: 6:30:26.137812
- B/E: 140 / 168 , Gen_loss: -0.3479188 MI_loss: 21.054731 Detection error: 0.009996473789215088 time: 6:30:27.018709
- B/E: 141 / 168 , Gen_loss: -0.363808 MI_loss: 21.991928 Detection error: 0.009994745254516602 time: 6:30:27.904041
- B/E: 142 / 168 , Gen_loss: -0.3602743 MI_loss: 21.863518 Detection error: 0.00999826192855835 time: 6:30:28.795149
- B/E: 143 / 168 , Gen_loss: -0.3564879 MI_loss: 21.532343 Detection error: 0.009994804859161377 time: 6:30:29.675405
- B/E: 144 / 168 , Gen_loss: -0.36074272 MI_loss: 21.916513 Detection error: 0.010005414485931396 time: 6:30:30.559036
- B/E: 145 / 168 , Gen_loss: -0.34726158 MI_loss: 20.959993 Detection error: 0.010011553764343262 time: 6:30:31.497208
- B/E: 146 / 168 , Gen_loss: -0.35741296 MI_loss: 21.469486 Detection error: 0.01001274585723877 time: 6:30:32.381840
- B/E: 147 / 168 , Gen_loss: -0.37551987 MI_loss: 22.952599 Detection error: 0.010016679763793945 time: 6:30:33.258174
- B/E: 148 / 168 , Gen_loss: -0.35607466 MI_loss: 21.460983 Detection error: 0.010020136833190918 time: 6:30:34.215938
- B/E: 149 / 168 , Gen_loss: -0.3566334 MI_loss: 21.536095 Detection error: 0.010027110576629639 time: 6:30:35.122278
-
- Test Loss: 10.270719 Test Error: 0.010733306407928467
- -----
- EPOCH: 169
- B/E: 0 / 169 , Gen_loss: -0.36745134 MI_loss: 22.288715 Detection error: 0.010718762874603271 time: 6:30:37.074707
- B/E: 1 / 169 , Gen_loss: -0.35441816 MI_loss: 21.491085 Detection error: 0.010453104972839355 time: 6:31:00.188555
- B/E: 2 / 169 , Gen_loss: -0.3539776 MI_loss: 21.398277 Detection error: 0.00991666316986084 time: 6:31:01.000599
- B/E: 3 / 169 , Gen_loss: -0.3601345 MI_loss: 21.951641 Detection error: 0.009968757629394531 time: 6:31:01.899454
- B/E: 4 / 169 , Gen_loss: -0.35686305 MI_loss: 21.557404 Detection error: 0.009987473487854004 time: 6:31:02.750398
- B/E: 5 / 169 , Gen_loss: -0.3548728 MI_loss: 21.48835 Detection error: 0.010036468505859375 time: 6:31:03.646124
- B/E: 6 / 169 , Gen_loss: -0.3570248 MI_loss: 21.649809 Detection error: 0.01004016399383545 time: 6:31:04.546164
- B/E: 7 / 169 , Gen_loss: -0.36005145 MI_loss: 21.937777 Detection error: 0.010109364986419678 time: 6:31:05.458484
- B/E: 8 / 169 , Gen_loss: -0.35091242 MI_loss: 21.230827 Detection error: 0.010058999061584473 time: 6:31:06.337948
- B/E: 9 / 169 , Gen_loss: -0.36039108 MI_loss: 21.962278 Detection error: 0.00999373197555542 time: 6:31:07.217059
- B/E: 10 / 169 , Gen_loss: -0.36048096 MI_loss: 21.817432 Detection error: 0.009965896606445312 time: 6:31:08.204231
- B/E: 11 / 169 , Gen_loss: -0.34809318 MI_loss: 20.952898 Detection error: 0.010013043880462646 time: 6:31:09.084183
- B/E: 12 / 169 , Gen_loss: -0.36310792 MI_loss: 21.908974 Detection error: 0.010110557079315186 time: 6:31:09.963872
- B/E: 13 / 169 , Gen_loss: -0.35756677 MI_loss: 21.58017 Detection error: 0.010080337524414062 time: 6:31:10.849926
- B/E: 14 / 169 , Gen_loss: -0.36178306 MI_loss: 21.986866 Detection error: 0.010052084922790527 time: 6:31:11.735381
- B/E: 15 / 169 , Gen_loss: -0.35987014 MI_loss: 21.705494 Detection error: 0.010039091110229492 time: 6:31:12.615586
- B/E: 16 / 169 , Gen_loss: -0.36310753 MI_loss: 21.843306 Detection error: 0.009988963603973389 time: 6:31:13.496113
- B/E: 17 / 169 , Gen_loss: -0.35717005 MI_loss: 21.620363 Detection error: 0.010006964206695557 time: 6:31:14.400466
- B/E: 18 / 169 , Gen_loss: -0.3567825 MI_loss: 21.588331 Detection error: 0.009949028491973877 time: 6:31:15.289670
- B/E: 19 / 169 , Gen_loss: -0.3489836 MI_loss: 21.204811 Detection error: 0.00995779037475586 time: 6:31:16.170802
- B/E: 20 / 169 , Gen_loss: -0.36062613 MI_loss: 21.810795 Detection error: 0.009952366352081299 time: 6:31:17.065706
- B/E: 21 / 169 , Gen_loss: -0.35130826 MI_loss: 21.444874 Detection error: 0.009968757629394531 time: 6:31:17.957169
- B/E: 22 / 169 , Gen_loss: -0.35680777 MI_loss: 21.557133 Detection error: 0.00994563102722168 time: 6:31:18.875128
- B/E: 23 / 169 , Gen_loss: -0.35949907 MI_loss: 21.805767 Detection error: 0.009947896003723145 time: 6:31:19.778845
- B/E: 24 / 169 , Gen_loss: -0.34835514 MI_loss: 21.120823 Detection error: 0.009942471981048584 time: 6:31:20.721706
- B/E: 25 / 169 , Gen_loss: -0.35592595 MI_loss: 21.55756 Detection error: 0.009965121746063232 time: 6:31:21.770517
- B/E: 26 / 169 , Gen_loss: -0.3588531 MI_loss: 21.921467 Detection error: 0.01001507043838501 time: 6:31:22.658903
- B/E: 27 / 169 , Gen_loss: -0.35212195 MI_loss: 21.37318 Detection error: 0.010043501853942871 time: 6:31:23.550957
- B/E: 28 / 169 , Gen_loss: -0.35240337 MI_loss: 21.377401 Detection error: 0.010032355785369873 time: 6:31:24.447401
- B/E: 29 / 169 , Gen_loss: -0.35806158 MI_loss: 21.668098 Detection error: 0.010055184364318848 time: 6:31:25.380259
- B/E: 30 / 169 , Gen_loss: -0.3531109 MI_loss: 21.250927 Detection error: 0.010023176670074463 time: 6:31:26.251908
- B/E: 31 / 169 , Gen_loss: -0.3540499 MI_loss: 21.547926 Detection error: 0.009984374046325684 time: 6:31:27.040303
- B/E: 32 / 169 , Gen_loss: -0.35626337 MI_loss: 21.686121 Detection error: 0.01001894474029541 time: 6:31:27.933673
- B/E: 33 / 169 , Gen_loss: -0.35078812 MI_loss: 21.21445 Detection error: 0.009982526302337646 time: 6:31:28.813388
- B/E: 34 / 169 , Gen_loss: -0.35104126 MI_loss: 21.40159 Detection error: 0.009980380535125732 time: 6:31:29.696245
- B/E: 35 / 169 , Gen_loss: -0.36515957 MI_loss: 22.100548 Detection error: 0.009973108768463135 time: 6:31:30.587300
- B/E: 36 / 169 , Gen_loss: -0.35972682 MI_loss: 21.798058 Detection error: 0.009978055953979492 time: 6:31:31.467695
- B/E: 37 / 169 , Gen_loss: -0.36295497 MI_loss: 22.04303 Detection error: 0.009981095790863037 time: 6:31:32.353841
- B/E: 38 / 169 , Gen_loss: -0.3506379 MI_loss: 21.371027 Detection error: 0.010001599788665771 time: 6:31:33.238961
- B/E: 39 / 169 , Gen_loss: -0.35301995 MI_loss: 21.352314 Detection error: 0.009978115558624268 time: 6:31:34.124401
- B/E: 40 / 169 , Gen_loss: -0.3604256 MI_loss: 21.874645 Detection error: 0.009985506534576416 time: 6:31:35.005535
- B/E: 41 / 169 , Gen_loss: -0.36041388 MI_loss: 21.79541 Detection error: 0.009985864162445068 time: 6:31:35.987239
- B/E: 42 / 169 , Gen_loss: -0.3492075 MI_loss: 21.171501 Detection error: 0.00995856523513794 time: 6:31:36.876592
- B/E: 43 / 169 , Gen_loss: -0.36267927 MI_loss: 22.019127 Detection error: 0.009975850582122803 time: 6:31:37.757724
- B/E: 44 / 169 , Gen_loss: -0.34992743 MI_loss: 21.283527 Detection error: 0.009979188442230225 time: 6:31:38.644111
- B/E: 45 / 169 , Gen_loss: -0.35835192 MI_loss: 21.568565 Detection error: 0.009981632232666016 time: 6:31:39.526675
- B/E: 46 / 169 , Gen_loss: -0.35636866 MI_loss: 21.7291 Detection error: 0.0100020170211792 time: 6:31:40.418361
- B/E: 47 / 169 , Gen_loss: -0.3647716 MI_loss: 22.110155 Detection error: 0.009998679161071777 time: 6:31:41.304338
- B/E: 48 / 169 , Gen_loss: -0.3559649 MI_loss: 21.61327 Detection error: 0.010021686553955078 time: 6:31:42.191872
- B/E: 49 / 169 , Gen_loss: -0.35993007 MI_loss: 21.72275 Detection error: 0.010023772716522217 time: 6:31:43.080379
- B/E: 50 / 169 , Gen_loss: -0.3648884 MI_loss: 22.112583 Detection error: 0.010026335716247559 time: 6:31:43.962554
- B/E: 51 / 169 , Gen_loss: -0.35506815 MI_loss: 21.532373 Detection error: 0.010037243366241455 time: 6:31:44.762814
- B/E: 52 / 169 , Gen_loss: -0.37016943 MI_loss: 22.465063 Detection error: 0.010029494762420654 time: 6:31:45.549162
- B/E: 53 / 169 , Gen_loss: -0.35200658 MI_loss: 21.32748 Detection error: 0.010042846202850342 time: 6:31:46.449802
- B/E: 54 / 169 , Gen_loss: -0.35473564 MI_loss: 21.500198 Detection error: 0.010049998760223389 time: 6:31:47.333976
- B/E: 55 / 169 , Gen_loss: -0.36175492 MI_loss: 21.940891 Detection error: 0.010026216506958008 time: 6:31:48.211698
- B/E: 56 / 169 , Gen_loss: -0.36138853 MI_loss: 21.964394 Detection error: 0.010012626647949219 time: 6:31:49.097219
- B/E: 57 / 169 , Gen_loss: -0.35811123 MI_loss: 21.731379 Detection error: 0.010010242462158203 time: 6:31:50.073083
- B/E: 58 / 169 , Gen_loss: -0.36307284 MI_loss: 22.047173 Detection error: 0.01000213623046875 time: 6:31:50.953797
- B/E: 59 / 169 , Gen_loss: -0.36160344 MI_loss: 22.036247 Detection error: 0.010019242763519287 time: 6:31:51.833040
- B/E: 60 / 169 , Gen_loss: -0.3574234 MI_loss: 21.608154 Detection error: 0.010009229183197021 time: 6:31:52.731503
- B/E: 61 / 169 , Gen_loss: -0.35265014 MI_loss: 21.476044 Detection error: 0.01001816987991333 time: 6:31:53.568911
- B/E: 62 / 169 , Gen_loss: -0.35886797 MI_loss: 21.698944 Detection error: 0.010015368461608887 time: 6:31:54.474873
- B/E: 63 / 169 , Gen_loss: -0.36092743 MI_loss: 21.989437 Detection error: 0.010020971298217773 time: 6:31:55.369265
- B/E: 64 / 169 , Gen_loss: -0.35084438 MI_loss: 21.421572 Detection error: 0.010012030601501465 time: 6:31:56.259519
- B/E: 65 / 169 , Gen_loss: -0.3631541 MI_loss: 21.929424 Detection error: 0.010016560554504395 time: 6:31:57.143288
- B/E: 66 / 169 , Gen_loss: -0.3620635 MI_loss: 21.849062 Detection error: 0.010014474391937256 time: 6:31:58.025298
- B/E: 67 / 169 , Gen_loss: -0.35269403 MI_loss: 21.345886 Detection error: 0.010002315044403076 time: 6:31:58.912580
- B/E: 68 / 169 , Gen_loss: -0.36317194 MI_loss: 21.97782 Detection error: 0.010013163089752197 time: 6:31:59.721498
- B/E: 69 / 169 , Gen_loss: -0.36491317 MI_loss: 22.035563 Detection error: 0.010016083717346191 time: 6:32:00.507282
- B/E: 70 / 169 , Gen_loss: -0.37642756 MI_loss: 22.782589 Detection error: 0.0100136399269104 time: 6:32:01.400988
- B/E: 71 / 169 , Gen_loss: -0.35792205 MI_loss: 21.805035 Detection error: 0.010012149810791016 time: 6:32:02.286618
- B/E: 72 / 169 , Gen_loss: -0.35440007 MI_loss: 21.397018 Detection error: 0.01001286506652832 time: 6:32:03.177837
- B/E: 73 / 169 , Gen_loss: -0.36239657 MI_loss: 22.072433 Detection error: 0.009999990463256836 time: 6:32:04.157773
- B/E: 74 / 169 , Gen_loss: -0.3622627 MI_loss: 21.945833 Detection error: 0.010007917881011963 time: 6:32:05.043201
- B/E: 75 / 169 , Gen_loss: -0.3574939 MI_loss: 21.72731 Detection error: 0.00999671220779419 time: 6:32:05.935011
- B/E: 76 / 169 , Gen_loss: -0.3669239 MI_loss: 22.283978 Detection error: 0.009998798370361328 time: 6:32:06.821215
- B/E: 77 / 169 , Gen_loss: -0.36292806 MI_loss: 22.012016 Detection error: 0.010000407695770264 time: 6:32:07.703463
- B/E: 78 / 169 , Gen_loss: -0.3596892 MI_loss: 21.781994 Detection error: 0.009995639324188232 time: 6:32:08.584708
- B/E: 79 / 169 , Gen_loss: -0.3605109 MI_loss: 21.724264 Detection error: 0.009999632835388184 time: 6:32:09.472703
- B/E: 80 / 169 , Gen_loss: -0.3549577 MI_loss: 21.587196 Detection error: 0.010011553764343262 time: 6:32:10.357516
- B/E: 81 / 169 , Gen_loss: -0.35178053 MI_loss: 21.367622 Detection error: 0.01000303030014038 time: 6:32:11.239083
- B/E: 82 / 169 , Gen_loss: -0.36307955 MI_loss: 22.04095 Detection error: 0.0100022554397583 time: 6:32:12.130590
- B/E: 83 / 169 , Gen_loss: -0.3556689 MI_loss: 21.494429 Detection error: 0.009995520114898682 time: 6:32:13.014601
- B/E: 84 / 169 , Gen_loss: -0.35952598 MI_loss: 21.820633 Detection error: 0.009994089603424072 time: 6:32:13.895389
- B/E: 85 / 169 , Gen_loss: -0.35483813 MI_loss: 21.519312 Detection error: 0.009975314140319824 time: 6:32:14.776329
- B/E: 86 / 169 , Gen_loss: -0.36266312 MI_loss: 21.956999 Detection error: 0.009973406791687012 time: 6:32:15.669674
- B/E: 87 / 169 , Gen_loss: -0.35814452 MI_loss: 21.633823 Detection error: 0.00995701551437378 time: 6:32:16.555461
- B/E: 88 / 169 , Gen_loss: -0.3742151 MI_loss: 22.68657 Detection error: 0.009947657585144043 time: 6:32:17.436961
- B/E: 89 / 169 , Gen_loss: -0.3559352 MI_loss: 21.642338 Detection error: 0.009961485862731934 time: 6:32:18.410480
- B/E: 90 / 169 , Gen_loss: -0.36112648 MI_loss: 21.930721 Detection error: 0.009958803653717041 time: 6:32:19.298273
- B/E: 91 / 169 , Gen_loss: -0.35509408 MI_loss: 21.587772 Detection error: 0.009960949420928955 time: 6:32:20.184918
- B/E: 92 / 169 , Gen_loss: -0.35501823 MI_loss: 21.397991 Detection error: 0.009948909282684326 time: 6:32:21.064896
- B/E: 93 / 169 , Gen_loss: -0.36363292 MI_loss: 22.097574 Detection error: 0.009949803352355957 time: 6:32:21.954496
- B/E: 94 / 169 , Gen_loss: -0.35575205 MI_loss: 21.65495 Detection error: 0.009963154792785645 time: 6:32:22.839171
- B/E: 95 / 169 , Gen_loss: -0.34972444 MI_loss: 21.207077 Detection error: 0.009967446327209473 time: 6:32:23.727834
- B/E: 96 / 169 , Gen_loss: -0.36514702 MI_loss: 22.100054 Detection error: 0.009968101978302002 time: 6:32:24.609803
- B/E: 97 / 169 , Gen_loss: -0.3619019 MI_loss: 22.00243 Detection error: 0.00995856523513794 time: 6:32:25.498144
- B/E: 98 / 169 , Gen_loss: -0.35388044 MI_loss: 21.328743 Detection error: 0.009946346282958984 time: 6:32:26.384933
- B/E: 99 / 169 , Gen_loss: -0.36168486 MI_loss: 21.624012 Detection error: 0.009945333003997803 time: 6:32:27.234034
- B/E: 100 / 169 , Gen_loss: -0.36382684 MI_loss: 22.026691 Detection error: 0.009944915771484375 time: 6:32:28.081003
- B/E: 101 / 169 , Gen_loss: -0.35258454 MI_loss: 21.56873 Detection error: 0.009954988956451416 time: 6:32:28.964950
- B/E: 102 / 169 , Gen_loss: -0.35498923 MI_loss: 21.455 Detection error: 0.009955108165740967 time: 6:32:29.847878
- B/E: 103 / 169 , Gen_loss: -0.3581039 MI_loss: 21.725224 Detection error: 0.009956121444702148 time: 6:32:30.753403
- B/E: 104 / 169 , Gen_loss: -0.36056632 MI_loss: 21.852785 Detection error: 0.009958922863006592 time: 6:32:31.644224
- B/E: 105 / 169 , Gen_loss: -0.36105537 MI_loss: 21.94986 Detection error: 0.009956955909729004 time: 6:32:32.608473
- B/E: 106 / 169 , Gen_loss: -0.35658267 MI_loss: 21.61694 Detection error: 0.009958207607269287 time: 6:32:33.440758
- B/E: 107 / 169 , Gen_loss: -0.36454788 MI_loss: 22.166689 Detection error: 0.009960651397705078 time: 6:32:34.260767
- B/E: 108 / 169 , Gen_loss: -0.36110732 MI_loss: 21.980028 Detection error: 0.009965300559997559 time: 6:32:35.095896
- B/E: 109 / 169 , Gen_loss: -0.3602262 MI_loss: 21.74503 Detection error: 0.009964466094970703 time: 6:32:35.903626
- B/E: 110 / 169 , Gen_loss: -0.35330474 MI_loss: 21.384441 Detection error: 0.009956896305084229 time: 6:32:36.730327
- B/E: 111 / 169 , Gen_loss: -0.36134097 MI_loss: 21.881681 Detection error: 0.009951472282409668 time: 6:32:37.564230
- B/E: 112 / 169 , Gen_loss: -0.37089375 MI_loss: 22.399984 Detection error: 0.009958505630493164 time: 6:32:38.451827
- B/E: 113 / 169 , Gen_loss: -0.35022798 MI_loss: 21.338337 Detection error: 0.009959161281585693 time: 6:32:39.332053
- B/E: 114 / 169 , Gen_loss: -0.35059997 MI_loss: 21.355942 Detection error: 0.009959757328033447 time: 6:32:40.212577
- B/E: 115 / 169 , Gen_loss: -0.36944115 MI_loss: 22.195728 Detection error: 0.00995337963104248 time: 6:32:41.105755
- B/E: 116 / 169 , Gen_loss: -0.36457384 MI_loss: 22.168255 Detection error: 0.009955406188964844 time: 6:32:41.993278
- B/E: 117 / 169 , Gen_loss: -0.34300265 MI_loss: 20.828684 Detection error: 0.009956836700439453 time: 6:32:42.871141
- B/E: 118 / 169 , Gen_loss: -0.3566603 MI_loss: 21.653767 Detection error: 0.009948015213012695 time: 6:32:43.758694
- B/E: 119 / 169 , Gen_loss: -0.36713663 MI_loss: 22.161499 Detection error: 0.009947657585144043 time: 6:32:44.642419
- B/E: 120 / 169 , Gen_loss: -0.34937078 MI_loss: 21.308079 Detection error: 0.00994861125946045 time: 6:32:45.525326
- B/E: 121 / 169 , Gen_loss: -0.3547496 MI_loss: 21.454237 Detection error: 0.009947717189788818 time: 6:32:46.506237
- B/E: 122 / 169 , Gen_loss: -0.3717504 MI_loss: 22.526505 Detection error: 0.009942829608917236 time: 6:32:47.394457
- B/E: 123 / 169 , Gen_loss: -0.36303088 MI_loss: 21.946249 Detection error: 0.00993800163269043 time: 6:32:48.282762
- B/E: 124 / 169 , Gen_loss: -0.35948747 MI_loss: 21.835993 Detection error: 0.009939014911651611 time: 6:32:49.167129
- B/E: 125 / 169 , Gen_loss: -0.35038236 MI_loss: 21.265331 Detection error: 0.009939491748809814 time: 6:32:50.052652
- B/E: 126 / 169 , Gen_loss: -0.34631902 MI_loss: 21.121847 Detection error: 0.009949326515197754 time: 6:32:50.940213
- B/E: 127 / 169 , Gen_loss: -0.35760072 MI_loss: 21.735077 Detection error: 0.009952366352081299 time: 6:32:51.832364
- B/E: 128 / 169 , Gen_loss: -0.36236796 MI_loss: 21.990742 Detection error: 0.009951770305633545 time: 6:32:52.716575
- B/E: 129 / 169 , Gen_loss: -0.36052036 MI_loss: 21.96929 Detection error: 0.009958624839782715 time: 6:32:53.617718
- B/E: 130 / 169 , Gen_loss: -0.3681753 MI_loss: 22.31533 Detection error: 0.009968757629394531 time: 6:32:54.509944
- B/E: 131 / 169 , Gen_loss: -0.35172087 MI_loss: 21.260004 Detection error: 0.00997018814086914 time: 6:32:55.400529
- B/E: 132 / 169 , Gen_loss: -0.3547626 MI_loss: 21.501987 Detection error: 0.009967803955078125 time: 6:32:56.285483
- B/E: 133 / 169 , Gen_loss: -0.3622562 MI_loss: 22.029312 Detection error: 0.00996851921081543 time: 6:32:57.172717
- B/E: 134 / 169 , Gen_loss: -0.3643689 MI_loss: 22.182964 Detection error: 0.009981691837310791 time: 6:32:58.055868
- B/E: 135 / 169 , Gen_loss: -0.3569825 MI_loss: 21.582518 Detection error: 0.009981632232666016 time: 6:32:58.941041
- B/E: 136 / 169 , Gen_loss: -0.35608843 MI_loss: 21.578463 Detection error: 0.009980618953704834 time: 6:32:59.827376
- B/E: 137 / 169 , Gen_loss: -0.3593453 MI_loss: 21.71177 Detection error: 0.009984850883483887 time: 6:33:00.793571
- B/E: 138 / 169 , Gen_loss: -0.35679555 MI_loss: 21.687235 Detection error: 0.009983837604522705 time: 6:33:01.681658
- B/E: 139 / 169 , Gen_loss: -0.3617168 MI_loss: 22.080694 Detection error: 0.00998997688293457 time: 6:33:02.569623
- B/E: 140 / 169 , Gen_loss: -0.35635763 MI_loss: 21.536888 Detection error: 0.009995996952056885 time: 6:33:03.453753
- B/E: 141 / 169 , Gen_loss: -0.36293438 MI_loss: 21.812403 Detection error: 0.009988784790039062 time: 6:33:04.354559
- B/E: 142 / 169 , Gen_loss: -0.3639793 MI_loss: 22.179941 Detection error: 0.0099906325340271 time: 6:33:05.243578
- B/E: 143 / 169 , Gen_loss: -0.3725594 MI_loss: 22.521076 Detection error: 0.009987413883209229 time: 6:33:06.125118
- B/E: 144 / 169 , Gen_loss: -0.34992555 MI_loss: 21.189018 Detection error: 0.009996116161346436 time: 6:33:07.019755
- B/E: 145 / 169 , Gen_loss: -0.3612184 MI_loss: 21.87067 Detection error: 0.010002553462982178 time: 6:33:07.911116
- B/E: 146 / 169 , Gen_loss: -0.3542576 MI_loss: 21.32715 Detection error: 0.010004043579101562 time: 6:33:08.813263
- B/E: 147 / 169 , Gen_loss: -0.35196996 MI_loss: 21.20908 Detection error: 0.010001659393310547 time: 6:33:09.698198
- B/E: 148 / 169 , Gen_loss: -0.35622054 MI_loss: 21.648308 Detection error: 0.01000756025314331 time: 6:33:10.579625
- B/E: 149 / 169 , Gen_loss: -0.35956532 MI_loss: 21.75355 Detection error: 0.010013103485107422 time: 6:33:11.462613
-
- Test Loss: 10.2688465 Test Error: 0.010766685009002686
- -----
- EPOCH: 170
- B/E: 0 / 170 , Gen_loss: -0.35547516 MI_loss: 21.449812 Detection error: 0.010468721389770508 time: 6:33:13.432434
- B/E: 1 / 170 , Gen_loss: -0.34920913 MI_loss: 21.140112 Detection error: 0.010390639305114746 time: 6:33:36.859080
- B/E: 2 / 170 , Gen_loss: -0.3550446 MI_loss: 21.324194 Detection error: 0.009979188442230225 time: 6:33:37.868327
- B/E: 3 / 170 , Gen_loss: -0.34961423 MI_loss: 21.249235 Detection error: 0.010007798671722412 time: 6:33:38.803133
- B/E: 4 / 170 , Gen_loss: -0.36429867 MI_loss: 22.224955 Detection error: 0.009918749332427979 time: 6:33:39.687980
- B/E: 5 / 170 , Gen_loss: -0.3585005 MI_loss: 21.840822 Detection error: 0.009958326816558838 time: 6:33:40.580788
- B/E: 6 / 170 , Gen_loss: -0.35667172 MI_loss: 21.735407 Detection error: 0.009986579418182373 time: 6:33:41.464354
- B/E: 7 / 170 , Gen_loss: -0.36903694 MI_loss: 22.414541 Detection error: 0.010042965412139893 time: 6:33:42.349169
- B/E: 8 / 170 , Gen_loss: -0.35839522 MI_loss: 21.702 Detection error: 0.009954869747161865 time: 6:33:43.226934
- B/E: 9 / 170 , Gen_loss: -0.35840726 MI_loss: 21.761177 Detection error: 0.009887516498565674 time: 6:33:44.061338
- B/E: 10 / 170 , Gen_loss: -0.3551829 MI_loss: 21.565254 Detection error: 0.009957373142242432 time: 6:33:44.831364
- B/E: 11 / 170 , Gen_loss: -0.35987112 MI_loss: 21.731218 Detection error: 0.009960949420928955 time: 6:33:45.748166
- B/E: 12 / 170 , Gen_loss: -0.36314014 MI_loss: 21.84081 Detection error: 0.010064899921417236 time: 6:33:46.638917
- B/E: 13 / 170 , Gen_loss: -0.36107942 MI_loss: 21.925524 Detection error: 0.010055780410766602 time: 6:33:47.529467
- B/E: 14 / 170 , Gen_loss: -0.35932598 MI_loss: 21.67117 Detection error: 0.00999373197555542 time: 6:33:48.431775
- B/E: 15 / 170 , Gen_loss: -0.360231 MI_loss: 21.95329 Detection error: 0.01002734899520874 time: 6:33:49.309910
- B/E: 16 / 170 , Gen_loss: -0.36666727 MI_loss: 22.226744 Detection error: 0.009974241256713867 time: 6:33:50.207088
- B/E: 17 / 170 , Gen_loss: -0.35985646 MI_loss: 21.756474 Detection error: 0.00997394323348999 time: 6:33:51.075302
- B/E: 18 / 170 , Gen_loss: -0.35700026 MI_loss: 21.671658 Detection error: 0.009916126728057861 time: 6:33:52.124379
- B/E: 19 / 170 , Gen_loss: -0.35167354 MI_loss: 21.315987 Detection error: 0.009914040565490723 time: 6:33:53.003994
- B/E: 20 / 170 , Gen_loss: -0.35733473 MI_loss: 21.520704 Detection error: 0.009933054447174072 time: 6:33:53.890803
- B/E: 21 / 170 , Gen_loss: -0.3506902 MI_loss: 21.330784 Detection error: 0.009924709796905518 time: 6:33:54.775802
- B/E: 22 / 170 , Gen_loss: -0.35690406 MI_loss: 21.470394 Detection error: 0.009913027286529541 time: 6:33:55.663361
- B/E: 23 / 170 , Gen_loss: -0.35581464 MI_loss: 21.542145 Detection error: 0.009915351867675781 time: 6:33:56.543003
- B/E: 24 / 170 , Gen_loss: -0.36564252 MI_loss: 21.966877 Detection error: 0.009906232357025146 time: 6:33:57.428662
- B/E: 25 / 170 , Gen_loss: -0.35484985 MI_loss: 21.473766 Detection error: 0.00992429256439209 time: 6:33:58.319248
- B/E: 26 / 170 , Gen_loss: -0.34715903 MI_loss: 21.146257 Detection error: 0.009980320930480957 time: 6:33:59.201267
- B/E: 27 / 170 , Gen_loss: -0.35158303 MI_loss: 21.441607 Detection error: 0.010006725788116455 time: 6:34:00.086420
- B/E: 28 / 170 , Gen_loss: -0.35879263 MI_loss: 21.69544 Detection error: 0.010012924671173096 time: 6:34:00.976331
- B/E: 29 / 170 , Gen_loss: -0.3561087 MI_loss: 21.674633 Detection error: 0.010011434555053711 time: 6:34:01.865670
- B/E: 30 / 170 , Gen_loss: -0.3637979 MI_loss: 21.991879 Detection error: 0.009984850883483887 time: 6:34:02.748624
- B/E: 31 / 170 , Gen_loss: -0.36006606 MI_loss: 21.729744 Detection error: 0.00997459888458252 time: 6:34:03.710893
- B/E: 32 / 170 , Gen_loss: -0.3497713 MI_loss: 21.157396 Detection error: 0.009977281093597412 time: 6:34:04.606200
- B/E: 33 / 170 , Gen_loss: -0.35061806 MI_loss: 21.168558 Detection error: 0.009943008422851562 time: 6:34:05.496914
- B/E: 34 / 170 , Gen_loss: -0.3596731 MI_loss: 21.823633 Detection error: 0.009938418865203857 time: 6:34:06.376595
- B/E: 35 / 170 , Gen_loss: -0.35431483 MI_loss: 21.502626 Detection error: 0.0099409818649292 time: 6:34:07.262665
- B/E: 36 / 170 , Gen_loss: -0.35827723 MI_loss: 21.75306 Detection error: 0.009946763515472412 time: 6:34:08.153035
- B/E: 37 / 170 , Gen_loss: -0.36218572 MI_loss: 21.827595 Detection error: 0.009935855865478516 time: 6:34:09.037500
- B/E: 38 / 170 , Gen_loss: -0.35115784 MI_loss: 21.369133 Detection error: 0.009963929653167725 time: 6:34:09.921656
- B/E: 39 / 170 , Gen_loss: -0.36474344 MI_loss: 22.034864 Detection error: 0.00995856523513794 time: 6:34:10.782585
- B/E: 40 / 170 , Gen_loss: -0.36198094 MI_loss: 21.925648 Detection error: 0.009958863258361816 time: 6:34:11.668096
- B/E: 41 / 170 , Gen_loss: -0.36078876 MI_loss: 21.898355 Detection error: 0.009954631328582764 time: 6:34:12.551769
- B/E: 42 / 170 , Gen_loss: -0.3542864 MI_loss: 21.541796 Detection error: 0.00994330644607544 time: 6:34:13.435365
- B/E: 43 / 170 , Gen_loss: -0.36669192 MI_loss: 22.091337 Detection error: 0.00994175672531128 time: 6:34:14.324565
- B/E: 44 / 170 , Gen_loss: -0.35343477 MI_loss: 21.390923 Detection error: 0.009953498840332031 time: 6:34:15.210288
- B/E: 45 / 170 , Gen_loss: -0.35330367 MI_loss: 21.530684 Detection error: 0.009974181652069092 time: 6:34:16.090527
- B/E: 46 / 170 , Gen_loss: -0.3523783 MI_loss: 21.389313 Detection error: 0.009980082511901855 time: 6:34:16.989462
- B/E: 47 / 170 , Gen_loss: -0.36241934 MI_loss: 21.85389 Detection error: 0.009979844093322754 time: 6:34:17.870434
- B/E: 48 / 170 , Gen_loss: -0.36144847 MI_loss: 21.912401 Detection error: 0.009989142417907715 time: 6:34:18.837480
- B/E: 49 / 170 , Gen_loss: -0.35623673 MI_loss: 21.649673 Detection error: 0.009996891021728516 time: 6:34:19.719266
- B/E: 50 / 170 , Gen_loss: -0.3545919 MI_loss: 21.533087 Detection error: 0.009995698928833008 time: 6:34:20.604438
- B/E: 51 / 170 , Gen_loss: -0.3561009 MI_loss: 21.616873 Detection error: 0.01000899076461792 time: 6:34:21.481509
- B/E: 52 / 170 , Gen_loss: -0.36186063 MI_loss: 21.899597 Detection error: 0.009999990463256836 time: 6:34:22.361879
- B/E: 53 / 170 , Gen_loss: -0.35783625 MI_loss: 21.671118 Detection error: 0.010014474391937256 time: 6:34:23.259933
- B/E: 54 / 170 , Gen_loss: -0.35881785 MI_loss: 21.754774 Detection error: 0.010018765926361084 time: 6:34:24.147727
- B/E: 55 / 170 , Gen_loss: -0.36567104 MI_loss: 22.081615 Detection error: 0.009994447231292725 time: 6:34:25.028966
- B/E: 56 / 170 , Gen_loss: -0.36344045 MI_loss: 22.068726 Detection error: 0.009978055953979492 time: 6:34:25.912093
- B/E: 57 / 170 , Gen_loss: -0.36688367 MI_loss: 22.140255 Detection error: 0.00997251272201538 time: 6:34:26.820040
- B/E: 58 / 170 , Gen_loss: -0.35000217 MI_loss: 21.134201 Detection error: 0.009961843490600586 time: 6:34:27.704675
- B/E: 59 / 170 , Gen_loss: -0.36538687 MI_loss: 22.164488 Detection error: 0.009990096092224121 time: 6:34:28.590033
- B/E: 60 / 170 , Gen_loss: -0.36039424 MI_loss: 21.773773 Detection error: 0.009979486465454102 time: 6:34:29.501668
- B/E: 61 / 170 , Gen_loss: -0.35270804 MI_loss: 21.398552 Detection error: 0.009981870651245117 time: 6:34:30.389462
- B/E: 62 / 170 , Gen_loss: -0.3667057 MI_loss: 22.160675 Detection error: 0.009979665279388428 time: 6:34:31.270720
- B/E: 63 / 170 , Gen_loss: -0.36013204 MI_loss: 21.885992 Detection error: 0.009986340999603271 time: 6:34:32.245885
- B/E: 64 / 170 , Gen_loss: -0.34895334 MI_loss: 21.031893 Detection error: 0.009985566139221191 time: 6:34:33.133775
- B/E: 65 / 170 , Gen_loss: -0.35549334 MI_loss: 21.56477 Detection error: 0.009986281394958496 time: 6:34:34.017463
- B/E: 66 / 170 , Gen_loss: -0.36357614 MI_loss: 21.993408 Detection error: 0.009989261627197266 time: 6:34:34.903272
- B/E: 67 / 170 , Gen_loss: -0.3608378 MI_loss: 21.850468 Detection error: 0.009977459907531738 time: 6:34:35.782915
- B/E: 68 / 170 , Gen_loss: -0.35077843 MI_loss: 21.278215 Detection error: 0.00997781753540039 time: 6:34:36.671133
- B/E: 69 / 170 , Gen_loss: -0.36774352 MI_loss: 22.34694 Detection error: 0.009989738464355469 time: 6:34:37.556458
- B/E: 70 / 170 , Gen_loss: -0.3588843 MI_loss: 21.604946 Detection error: 0.009983718395233154 time: 6:34:38.436604
- B/E: 71 / 170 , Gen_loss: -0.35080567 MI_loss: 21.412834 Detection error: 0.009987413883209229 time: 6:34:39.317563
- B/E: 72 / 170 , Gen_loss: -0.36558902 MI_loss: 22.274715 Detection error: 0.009982883930206299 time: 6:34:40.202668
- B/E: 73 / 170 , Gen_loss: -0.35400507 MI_loss: 21.446478 Detection error: 0.009980976581573486 time: 6:34:41.086656
- B/E: 74 / 170 , Gen_loss: -0.36193338 MI_loss: 22.158796 Detection error: 0.009979605674743652 time: 6:34:41.968725
- B/E: 75 / 170 , Gen_loss: -0.36089882 MI_loss: 21.797709 Detection error: 0.00997161865234375 time: 6:34:42.854821
- B/E: 76 / 170 , Gen_loss: -0.34960786 MI_loss: 21.240673 Detection error: 0.00997239351272583 time: 6:34:43.736938
- B/E: 77 / 170 , Gen_loss: -0.35991812 MI_loss: 21.80164 Detection error: 0.009975135326385498 time: 6:34:44.619288
- B/E: 78 / 170 , Gen_loss: -0.3670328 MI_loss: 22.17197 Detection error: 0.009967565536499023 time: 6:34:45.507381
- B/E: 79 / 170 , Gen_loss: -0.35289362 MI_loss: 21.369041 Detection error: 0.009978890419006348 time: 6:34:46.474189
- B/E: 80 / 170 , Gen_loss: -0.3524673 MI_loss: 21.509722 Detection error: 0.00998920202255249 time: 6:34:47.360894
- B/E: 81 / 170 , Gen_loss: -0.35905683 MI_loss: 21.70136 Detection error: 0.009982824325561523 time: 6:34:48.243887
- B/E: 82 / 170 , Gen_loss: -0.35656852 MI_loss: 21.481308 Detection error: 0.009974420070648193 time: 6:34:49.126348
- B/E: 83 / 170 , Gen_loss: -0.35653165 MI_loss: 21.546846 Detection error: 0.00997990369796753 time: 6:34:50.013656
- B/E: 84 / 170 , Gen_loss: -0.3519872 MI_loss: 21.453411 Detection error: 0.009975016117095947 time: 6:34:50.903091
- B/E: 85 / 170 , Gen_loss: -0.3548456 MI_loss: 21.413948 Detection error: 0.009952008724212646 time: 6:34:51.791725
- B/E: 86 / 170 , Gen_loss: -0.35919952 MI_loss: 21.779892 Detection error: 0.009955823421478271 time: 6:34:52.674872
- B/E: 87 / 170 , Gen_loss: -0.3675356 MI_loss: 22.252714 Detection error: 0.00993889570236206 time: 6:34:53.549704
- B/E: 88 / 170 , Gen_loss: -0.35687795 MI_loss: 21.7721 Detection error: 0.009928703308105469 time: 6:34:54.435277
- B/E: 89 / 170 , Gen_loss: -0.3599584 MI_loss: 21.96366 Detection error: 0.00993645191192627 time: 6:34:55.324657
- B/E: 90 / 170 , Gen_loss: -0.35967705 MI_loss: 21.779694 Detection error: 0.009937167167663574 time: 6:34:56.206822
- B/E: 91 / 170 , Gen_loss: -0.35057738 MI_loss: 21.127945 Detection error: 0.009943962097167969 time: 6:34:57.093512
- B/E: 92 / 170 , Gen_loss: -0.36446536 MI_loss: 22.002666 Detection error: 0.009929120540618896 time: 6:34:57.982623
- B/E: 93 / 170 , Gen_loss: -0.3561718 MI_loss: 21.798492 Detection error: 0.00993049144744873 time: 6:34:58.865641
- B/E: 94 / 170 , Gen_loss: -0.3598633 MI_loss: 21.949375 Detection error: 0.009944736957550049 time: 6:34:59.747332
- B/E: 95 / 170 , Gen_loss: -0.35024393 MI_loss: 21.31098 Detection error: 0.009950518608093262 time: 6:35:00.713485
- B/E: 96 / 170 , Gen_loss: -0.36864695 MI_loss: 22.42449 Detection error: 0.009950697422027588 time: 6:35:01.619334
- B/E: 97 / 170 , Gen_loss: -0.35635337 MI_loss: 21.464699 Detection error: 0.009942591190338135 time: 6:35:02.509097
- B/E: 98 / 170 , Gen_loss: -0.36199245 MI_loss: 21.840267 Detection error: 0.009928643703460693 time: 6:35:03.394142
- B/E: 99 / 170 , Gen_loss: -0.3577229 MI_loss: 21.732304 Detection error: 0.009927213191986084 time: 6:35:04.303809
- B/E: 100 / 170 , Gen_loss: -0.3468651 MI_loss: 21.099121 Detection error: 0.009930670261383057 time: 6:35:05.185491
- B/E: 101 / 170 , Gen_loss: -0.35769236 MI_loss: 21.761162 Detection error: 0.009936869144439697 time: 6:35:06.071708
- B/E: 102 / 170 , Gen_loss: -0.3571032 MI_loss: 21.89435 Detection error: 0.009934484958648682 time: 6:35:06.953247
- B/E: 103 / 170 , Gen_loss: -0.35726523 MI_loss: 21.679562 Detection error: 0.009928762912750244 time: 6:35:07.861462
- B/E: 104 / 170 , Gen_loss: -0.35530674 MI_loss: 21.412521 Detection error: 0.009933650493621826 time: 6:35:08.757218
- B/E: 105 / 170 , Gen_loss: -0.3498891 MI_loss: 21.259499 Detection error: 0.009936332702636719 time: 6:35:09.635682
- B/E: 106 / 170 , Gen_loss: -0.35612726 MI_loss: 21.574081 Detection error: 0.009935736656188965 time: 6:35:10.516690
- B/E: 107 / 170 , Gen_loss: -0.3611382 MI_loss: 21.927387 Detection error: 0.009939253330230713 time: 6:35:11.404469
- B/E: 108 / 170 , Gen_loss: -0.36010966 MI_loss: 21.922844 Detection error: 0.009940087795257568 time: 6:35:12.286877
- B/E: 109 / 170 , Gen_loss: -0.36546192 MI_loss: 22.145733 Detection error: 0.009930670261383057 time: 6:35:13.174563
- B/E: 110 / 170 , Gen_loss: -0.35633698 MI_loss: 21.530495 Detection error: 0.009931325912475586 time: 6:35:14.058573
- B/E: 111 / 170 , Gen_loss: -0.3563504 MI_loss: 21.39756 Detection error: 0.00992661714553833 time: 6:35:15.034441
- B/E: 112 / 170 , Gen_loss: -0.36457685 MI_loss: 22.042557 Detection error: 0.009926438331604004 time: 6:35:15.915053
- B/E: 113 / 170 , Gen_loss: -0.36575425 MI_loss: 22.333767 Detection error: 0.009933650493621826 time: 6:35:16.801421
- B/E: 114 / 170 , Gen_loss: -0.36599615 MI_loss: 22.250736 Detection error: 0.009933710098266602 time: 6:35:17.689815
- B/E: 115 / 170 , Gen_loss: -0.36719763 MI_loss: 22.118992 Detection error: 0.009931564331054688 time: 6:35:18.580024
- B/E: 116 / 170 , Gen_loss: -0.3489273 MI_loss: 21.316452 Detection error: 0.009932935237884521 time: 6:35:19.442874
- B/E: 117 / 170 , Gen_loss: -0.3627622 MI_loss: 22.029913 Detection error: 0.009930610656738281 time: 6:35:20.245855
- B/E: 118 / 170 , Gen_loss: -0.35932434 MI_loss: 21.736359 Detection error: 0.009923577308654785 time: 6:35:21.141610
- B/E: 119 / 170 , Gen_loss: -0.36172542 MI_loss: 21.923676 Detection error: 0.009923696517944336 time: 6:35:22.020626
- B/E: 120 / 170 , Gen_loss: -0.3492994 MI_loss: 21.333265 Detection error: 0.009920179843902588 time: 6:35:22.902779
- B/E: 121 / 170 , Gen_loss: -0.36121947 MI_loss: 21.941154 Detection error: 0.009926974773406982 time: 6:35:23.794677
- B/E: 122 / 170 , Gen_loss: -0.36063835 MI_loss: 21.852543 Detection error: 0.009919226169586182 time: 6:35:24.673086
- B/E: 123 / 170 , Gen_loss: -0.35493484 MI_loss: 21.47364 Detection error: 0.009914577007293701 time: 6:35:25.557163
- B/E: 124 / 170 , Gen_loss: -0.35562563 MI_loss: 21.687946 Detection error: 0.00991898775100708 time: 6:35:26.444512
- B/E: 125 / 170 , Gen_loss: -0.36200988 MI_loss: 21.955795 Detection error: 0.009914934635162354 time: 6:35:27.327573
- B/E: 126 / 170 , Gen_loss: -0.3566303 MI_loss: 21.804564 Detection error: 0.009930610656738281 time: 6:35:28.208279
- B/E: 127 / 170 , Gen_loss: -0.3628181 MI_loss: 21.906256 Detection error: 0.00992649793624878 time: 6:35:29.179987
- B/E: 128 / 170 , Gen_loss: -0.3667065 MI_loss: 22.223993 Detection error: 0.009929239749908447 time: 6:35:30.070978
- B/E: 129 / 170 , Gen_loss: -0.35483864 MI_loss: 21.390884 Detection error: 0.009936273097991943 time: 6:35:30.960811
- B/E: 130 / 170 , Gen_loss: -0.35857654 MI_loss: 21.747467 Detection error: 0.009941339492797852 time: 6:35:31.838207
- B/E: 131 / 170 , Gen_loss: -0.35538182 MI_loss: 21.452509 Detection error: 0.009949088096618652 time: 6:35:32.727099
- B/E: 132 / 170 , Gen_loss: -0.35529414 MI_loss: 21.572308 Detection error: 0.009947597980499268 time: 6:35:33.610019
- B/E: 133 / 170 , Gen_loss: -0.34675685 MI_loss: 21.130404 Detection error: 0.009948015213012695 time: 6:35:34.507052
- B/E: 134 / 170 , Gen_loss: -0.35958287 MI_loss: 21.922894 Detection error: 0.009953916072845459 time: 6:35:35.386099
- B/E: 135 / 170 , Gen_loss: -0.36263958 MI_loss: 21.926828 Detection error: 0.009957492351531982 time: 6:35:36.276160
- B/E: 136 / 170 , Gen_loss: -0.35078883 MI_loss: 21.310661 Detection error: 0.009959399700164795 time: 6:35:37.160831
- B/E: 137 / 170 , Gen_loss: -0.34890318 MI_loss: 21.040924 Detection error: 0.00995945930480957 time: 6:35:38.042893
- B/E: 138 / 170 , Gen_loss: -0.35800245 MI_loss: 21.763502 Detection error: 0.009964048862457275 time: 6:35:38.938322
- B/E: 139 / 170 , Gen_loss: -0.35637155 MI_loss: 21.67531 Detection error: 0.009969174861907959 time: 6:35:39.830324
- B/E: 140 / 170 , Gen_loss: -0.3588439 MI_loss: 21.769245 Detection error: 0.009970545768737793 time: 6:35:40.713597
- B/E: 141 / 170 , Gen_loss: -0.36355522 MI_loss: 21.991955 Detection error: 0.009964585304260254 time: 6:35:41.595124
- B/E: 142 / 170 , Gen_loss: -0.3580405 MI_loss: 21.83798 Detection error: 0.009966135025024414 time: 6:35:42.506060
- B/E: 143 / 170 , Gen_loss: -0.36647856 MI_loss: 22.257626 Detection error: 0.009965062141418457 time: 6:35:43.468551
- B/E: 144 / 170 , Gen_loss: -0.3529618 MI_loss: 21.46787 Detection error: 0.009973287582397461 time: 6:35:44.418030
- B/E: 145 / 170 , Gen_loss: -0.3567615 MI_loss: 21.572716 Detection error: 0.009980738162994385 time: 6:35:45.321627
- B/E: 146 / 170 , Gen_loss: -0.3642176 MI_loss: 22.073488 Detection error: 0.009982764720916748 time: 6:35:46.206769
- B/E: 147 / 170 , Gen_loss: -0.3629835 MI_loss: 22.040928 Detection error: 0.009984374046325684 time: 6:35:47.018495
- B/E: 148 / 170 , Gen_loss: -0.35200298 MI_loss: 21.34657 Detection error: 0.00998467206954956 time: 6:35:47.862981
- B/E: 149 / 170 , Gen_loss: -0.35941234 MI_loss: 21.816319 Detection error: 0.009991228580474854 time: 6:35:48.760203
-
- Test Loss: 10.270192 Test Error: 0.010858356952667236
- -----
- EPOCH: 171
- B/E: 0 / 171 , Gen_loss: -0.3544049 MI_loss: 21.24028 Detection error: 0.010437488555908203 time: 6:35:50.704852
- B/E: 1 / 171 , Gen_loss: -0.3533952 MI_loss: 21.531927 Detection error: 0.01060938835144043 time: 6:36:15.096027
- B/E: 2 / 171 , Gen_loss: -0.36085108 MI_loss: 21.807045 Detection error: 0.009864568710327148 time: 6:36:16.022440
- B/E: 3 / 171 , Gen_loss: -0.35742322 MI_loss: 21.689411 Detection error: 0.009734392166137695 time: 6:36:16.822880
- B/E: 4 / 171 , Gen_loss: -0.36713675 MI_loss: 22.188007 Detection error: 0.009868741035461426 time: 6:36:17.611518
- B/E: 5 / 171 , Gen_loss: -0.36020744 MI_loss: 22.060617 Detection error: 0.00991147756576538 time: 6:36:18.516904
- B/E: 6 / 171 , Gen_loss: -0.36050534 MI_loss: 21.924898 Detection error: 0.009982168674468994 time: 6:36:19.302320
- B/E: 7 / 171 , Gen_loss: -0.36409068 MI_loss: 22.056326 Detection error: 0.00998830795288086 time: 6:36:20.086776
- B/E: 8 / 171 , Gen_loss: -0.35620442 MI_loss: 21.455212 Detection error: 0.009920120239257812 time: 6:36:20.981392
- B/E: 9 / 171 , Gen_loss: -0.3618758 MI_loss: 21.890503 Detection error: 0.009909391403198242 time: 6:36:21.900569
- B/E: 10 / 171 , Gen_loss: -0.36501414 MI_loss: 22.076504 Detection error: 0.009909093379974365 time: 6:36:22.797832
- B/E: 11 / 171 , Gen_loss: -0.36637238 MI_loss: 22.215702 Detection error: 0.00993490219116211 time: 6:36:23.695205
- B/E: 12 / 171 , Gen_loss: -0.356925 MI_loss: 21.631962 Detection error: 0.01002645492553711 time: 6:36:24.593768
- B/E: 13 / 171 , Gen_loss: -0.364751 MI_loss: 22.063843 Detection error: 0.010022342205047607 time: 6:36:25.496198
- B/E: 14 / 171 , Gen_loss: -0.36153316 MI_loss: 21.975557 Detection error: 0.01004791259765625 time: 6:36:26.394707
- B/E: 15 / 171 , Gen_loss: -0.36496288 MI_loss: 22.127142 Detection error: 0.010005831718444824 time: 6:36:27.296527
- B/E: 16 / 171 , Gen_loss: -0.3589026 MI_loss: 21.685505 Detection error: 0.010007381439208984 time: 6:36:28.200137
- B/E: 17 / 171 , Gen_loss: -0.36114955 MI_loss: 22.05112 Detection error: 0.009999990463256836 time: 6:36:29.098379
- B/E: 18 / 171 , Gen_loss: -0.35999563 MI_loss: 21.842289 Detection error: 0.009922683238983154 time: 6:36:30.000652
- B/E: 19 / 171 , Gen_loss: -0.36033607 MI_loss: 22.045689 Detection error: 0.009915649890899658 time: 6:36:30.899808
- B/E: 20 / 171 , Gen_loss: -0.3610412 MI_loss: 21.891068 Detection error: 0.009950876235961914 time: 6:36:31.895634
- B/E: 21 / 171 , Gen_loss: -0.35713062 MI_loss: 21.637745 Detection error: 0.00993889570236206 time: 6:36:32.795321
- B/E: 22 / 171 , Gen_loss: -0.3629496 MI_loss: 21.79032 Detection error: 0.009925246238708496 time: 6:36:33.694043
- B/E: 23 / 171 , Gen_loss: -0.36420327 MI_loss: 21.998636 Detection error: 0.00993490219116211 time: 6:36:34.594800
- B/E: 24 / 171 , Gen_loss: -0.35957015 MI_loss: 21.750313 Detection error: 0.009921252727508545 time: 6:36:35.498038
- B/E: 25 / 171 , Gen_loss: -0.34748256 MI_loss: 21.040249 Detection error: 0.009943485260009766 time: 6:36:36.395359
- B/E: 26 / 171 , Gen_loss: -0.35531178 MI_loss: 21.50754 Detection error: 0.009997665882110596 time: 6:36:37.295245
- B/E: 27 / 171 , Gen_loss: -0.34975955 MI_loss: 21.465858 Detection error: 0.010021209716796875 time: 6:36:38.204549
- B/E: 28 / 171 , Gen_loss: -0.3621332 MI_loss: 21.795954 Detection error: 0.010006487369537354 time: 6:36:39.106808
- B/E: 29 / 171 , Gen_loss: -0.35600573 MI_loss: 21.573614 Detection error: 0.010034382343292236 time: 6:36:40.007180
- B/E: 30 / 171 , Gen_loss: -0.35510686 MI_loss: 21.551037 Detection error: 0.009999990463256836 time: 6:36:40.911393
- B/E: 31 / 171 , Gen_loss: -0.35569406 MI_loss: 21.672329 Detection error: 0.009982407093048096 time: 6:36:41.808399
- B/E: 32 / 171 , Gen_loss: -0.35635304 MI_loss: 21.716368 Detection error: 0.009992420673370361 time: 6:36:42.704958
- B/E: 33 / 171 , Gen_loss: -0.35429955 MI_loss: 21.399176 Detection error: 0.009961426258087158 time: 6:36:43.610333
- B/E: 34 / 171 , Gen_loss: -0.3600251 MI_loss: 21.749165 Detection error: 0.009961605072021484 time: 6:36:44.519709
- B/E: 35 / 171 , Gen_loss: -0.3558727 MI_loss: 21.55703 Detection error: 0.009960949420928955 time: 6:36:45.418363
- B/E: 36 / 171 , Gen_loss: -0.36915627 MI_loss: 22.396334 Detection error: 0.00995945930480957 time: 6:36:46.406519
- B/E: 37 / 171 , Gen_loss: -0.35489553 MI_loss: 21.537357 Detection error: 0.009950637817382812 time: 6:36:47.298140
- B/E: 38 / 171 , Gen_loss: -0.3598153 MI_loss: 21.775373 Detection error: 0.009974360466003418 time: 6:36:48.184291
- B/E: 39 / 171 , Gen_loss: -0.35865858 MI_loss: 21.59928 Detection error: 0.00995701551437378 time: 6:36:49.066687
- B/E: 40 / 171 , Gen_loss: -0.35622618 MI_loss: 21.656347 Detection error: 0.009961903095245361 time: 6:36:49.963367
- B/E: 41 / 171 , Gen_loss: -0.35300687 MI_loss: 21.343315 Detection error: 0.009956836700439453 time: 6:36:50.785359
- B/E: 42 / 171 , Gen_loss: -0.361583 MI_loss: 22.037563 Detection error: 0.009949147701263428 time: 6:36:51.673854
- B/E: 43 / 171 , Gen_loss: -0.36286885 MI_loss: 21.963848 Detection error: 0.009942471981048584 time: 6:36:52.573930
- B/E: 44 / 171 , Gen_loss: -0.36457878 MI_loss: 22.124899 Detection error: 0.009953498840332031 time: 6:36:53.488452
- B/E: 45 / 171 , Gen_loss: -0.3552854 MI_loss: 21.612421 Detection error: 0.009974181652069092 time: 6:36:54.389299
- B/E: 46 / 171 , Gen_loss: -0.36404964 MI_loss: 22.075842 Detection error: 0.009971380233764648 time: 6:36:55.292058
- B/E: 47 / 171 , Gen_loss: -0.34650704 MI_loss: 20.95228 Detection error: 0.009979844093322754 time: 6:36:56.200418
- B/E: 48 / 171 , Gen_loss: -0.36144537 MI_loss: 21.920397 Detection error: 0.009997427463531494 time: 6:36:57.115407
- B/E: 49 / 171 , Gen_loss: -0.36513278 MI_loss: 22.147533 Detection error: 0.010003149509429932 time: 6:36:58.013182
- B/E: 50 / 171 , Gen_loss: -0.35551497 MI_loss: 21.56485 Detection error: 0.009998798370361328 time: 6:36:58.949547
- B/E: 51 / 171 , Gen_loss: -0.3477087 MI_loss: 21.219131 Detection error: 0.010011434555053711 time: 6:36:59.906751
- B/E: 52 / 171 , Gen_loss: -0.35512218 MI_loss: 21.489948 Detection error: 0.010010004043579102 time: 6:37:00.902505
- B/E: 53 / 171 , Gen_loss: -0.36366975 MI_loss: 22.02651 Detection error: 0.010019659996032715 time: 6:37:01.799360
- B/E: 54 / 171 , Gen_loss: -0.35798404 MI_loss: 21.827488 Detection error: 0.010030090808868408 time: 6:37:02.696056
- B/E: 55 / 171 , Gen_loss: -0.35434753 MI_loss: 21.476349 Detection error: 0.01000279188156128 time: 6:37:03.597344
- B/E: 56 / 171 , Gen_loss: -0.34946147 MI_loss: 21.133717 Detection error: 0.0099945068359375 time: 6:37:04.501244
- B/E: 57 / 171 , Gen_loss: -0.35699135 MI_loss: 21.684189 Detection error: 0.009989738464355469 time: 6:37:05.400476
- B/E: 58 / 171 , Gen_loss: -0.3551373 MI_loss: 21.51182 Detection error: 0.00997936725616455 time: 6:37:06.305525
- B/E: 59 / 171 , Gen_loss: -0.3564923 MI_loss: 21.636198 Detection error: 0.009999990463256836 time: 6:37:07.205935
- B/E: 60 / 171 , Gen_loss: -0.35808402 MI_loss: 21.540903 Detection error: 0.009990274906158447 time: 6:37:08.107190
- B/E: 61 / 171 , Gen_loss: -0.36076888 MI_loss: 21.857819 Detection error: 0.009995996952056885 time: 6:37:09.006682
- B/E: 62 / 171 , Gen_loss: -0.35978514 MI_loss: 21.661854 Detection error: 0.009994566440582275 time: 6:37:09.862834
- B/E: 63 / 171 , Gen_loss: -0.35862175 MI_loss: 21.777119 Detection error: 0.00999903678894043 time: 6:37:10.774747
- B/E: 64 / 171 , Gen_loss: -0.34988698 MI_loss: 21.278658 Detection error: 0.009998083114624023 time: 6:37:11.669888
- B/E: 65 / 171 , Gen_loss: -0.35637534 MI_loss: 21.606123 Detection error: 0.009990990161895752 time: 6:37:12.569525
- B/E: 66 / 171 , Gen_loss: -0.36967558 MI_loss: 22.371479 Detection error: 0.010000944137573242 time: 6:37:13.465878
- B/E: 67 / 171 , Gen_loss: -0.3594458 MI_loss: 21.684204 Detection error: 0.009987115859985352 time: 6:37:14.364020
- B/E: 68 / 171 , Gen_loss: -0.36319867 MI_loss: 22.144295 Detection error: 0.00999593734741211 time: 6:37:15.359904
- B/E: 69 / 171 , Gen_loss: -0.36424437 MI_loss: 21.877865 Detection error: 0.010007143020629883 time: 6:37:16.263819
- B/E: 70 / 171 , Gen_loss: -0.37048337 MI_loss: 22.440046 Detection error: 0.00999605655670166 time: 6:37:17.163111
- B/E: 71 / 171 , Gen_loss: -0.3483823 MI_loss: 21.0455 Detection error: 0.009997844696044922 time: 6:37:18.085964
- B/E: 72 / 171 , Gen_loss: -0.36668417 MI_loss: 22.32088 Detection error: 0.00999826192855835 time: 6:37:19.008468
- B/E: 73 / 171 , Gen_loss: -0.35282242 MI_loss: 21.477118 Detection error: 0.009988188743591309 time: 6:37:19.890906
- B/E: 74 / 171 , Gen_loss: -0.36452836 MI_loss: 22.187569 Detection error: 0.009985029697418213 time: 6:37:20.789500
- B/E: 75 / 171 , Gen_loss: -0.353867 MI_loss: 21.490807 Detection error: 0.0099831223487854 time: 6:37:21.691319
- B/E: 76 / 171 , Gen_loss: -0.3596532 MI_loss: 21.841135 Detection error: 0.009985387325286865 time: 6:37:22.590943
- B/E: 77 / 171 , Gen_loss: -0.35812044 MI_loss: 21.684177 Detection error: 0.00998079776763916 time: 6:37:23.489576
- B/E: 78 / 171 , Gen_loss: -0.35736245 MI_loss: 21.593067 Detection error: 0.009975850582122803 time: 6:37:24.382182
- B/E: 79 / 171 , Gen_loss: -0.36753014 MI_loss: 22.187347 Detection error: 0.009989440441131592 time: 6:37:25.275020
- B/E: 80 / 171 , Gen_loss: -0.35884818 MI_loss: 21.794966 Detection error: 0.009999632835388184 time: 6:37:26.089952
- B/E: 81 / 171 , Gen_loss: -0.35602623 MI_loss: 21.573568 Detection error: 0.009994268417358398 time: 6:37:26.984993
- B/E: 82 / 171 , Gen_loss: -0.35456985 MI_loss: 21.374874 Detection error: 0.009986042976379395 time: 6:37:27.860108
- B/E: 83 / 171 , Gen_loss: -0.35961848 MI_loss: 21.846613 Detection error: 0.009984731674194336 time: 6:37:28.756179
- B/E: 84 / 171 , Gen_loss: -0.3506938 MI_loss: 21.31418 Detection error: 0.009986400604248047 time: 6:37:29.745551
- B/E: 85 / 171 , Gen_loss: -0.35890698 MI_loss: 21.52281 Detection error: 0.009966552257537842 time: 6:37:30.648815
- B/E: 86 / 171 , Gen_loss: -0.36076355 MI_loss: 22.00183 Detection error: 0.009966611862182617 time: 6:37:31.565037
- B/E: 87 / 171 , Gen_loss: -0.35950443 MI_loss: 21.748177 Detection error: 0.009954214096069336 time: 6:37:32.462662
- B/E: 88 / 171 , Gen_loss: -0.3613549 MI_loss: 21.96583 Detection error: 0.00994032621383667 time: 6:37:33.360930
- B/E: 89 / 171 , Gen_loss: -0.357699 MI_loss: 21.756687 Detection error: 0.00995171070098877 time: 6:37:34.276429
- B/E: 90 / 171 , Gen_loss: -0.3550455 MI_loss: 21.601746 Detection error: 0.009947478771209717 time: 6:37:35.174609
- B/E: 91 / 171 , Gen_loss: -0.34883845 MI_loss: 21.146648 Detection error: 0.009953439235687256 time: 6:37:36.071286
- B/E: 92 / 171 , Gen_loss: -0.35610068 MI_loss: 21.577913 Detection error: 0.00994253158569336 time: 6:37:36.971464
- B/E: 93 / 171 , Gen_loss: -0.35962832 MI_loss: 21.806229 Detection error: 0.009940147399902344 time: 6:37:37.893928
- B/E: 94 / 171 , Gen_loss: -0.35625052 MI_loss: 21.646576 Detection error: 0.009957551956176758 time: 6:37:38.793005
- B/E: 95 / 171 , Gen_loss: -0.36275715 MI_loss: 22.04319 Detection error: 0.009959936141967773 time: 6:37:39.690095
- B/E: 96 / 171 , Gen_loss: -0.34555593 MI_loss: 20.76427 Detection error: 0.00995779037475586 time: 6:37:40.594383
- B/E: 97 / 171 , Gen_loss: -0.3655923 MI_loss: 22.04739 Detection error: 0.009952783584594727 time: 6:37:41.495249
- B/E: 98 / 171 , Gen_loss: -0.3517398 MI_loss: 21.15269 Detection error: 0.009939372539520264 time: 6:37:42.389397
- B/E: 99 / 171 , Gen_loss: -0.36197966 MI_loss: 21.90643 Detection error: 0.009936273097991943 time: 6:37:43.286186
- B/E: 100 / 171 , Gen_loss: -0.3632026 MI_loss: 22.05027 Detection error: 0.009940564632415771 time: 6:37:44.278618
- B/E: 101 / 171 , Gen_loss: -0.36485606 MI_loss: 22.152168 Detection error: 0.009942710399627686 time: 6:37:45.177769
- B/E: 102 / 171 , Gen_loss: -0.37104335 MI_loss: 22.477694 Detection error: 0.009945094585418701 time: 6:37:46.074971
- B/E: 103 / 171 , Gen_loss: -0.35612428 MI_loss: 21.519285 Detection error: 0.009947717189788818 time: 6:37:46.968951
- B/E: 104 / 171 , Gen_loss: -0.36025405 MI_loss: 21.79403 Detection error: 0.009948790073394775 time: 6:37:47.866333
- B/E: 105 / 171 , Gen_loss: -0.34903193 MI_loss: 21.236132 Detection error: 0.00995105504989624 time: 6:37:48.761675
- B/E: 106 / 171 , Gen_loss: -0.3633566 MI_loss: 21.960047 Detection error: 0.009949207305908203 time: 6:37:49.659178
- B/E: 107 / 171 , Gen_loss: -0.36716592 MI_loss: 22.246334 Detection error: 0.009950518608093262 time: 6:37:50.525605
- B/E: 108 / 171 , Gen_loss: -0.35316512 MI_loss: 21.605593 Detection error: 0.009955823421478271 time: 6:37:51.359151
- B/E: 109 / 171 , Gen_loss: -0.3542149 MI_loss: 21.411625 Detection error: 0.009952008724212646 time: 6:37:52.243903
- B/E: 110 / 171 , Gen_loss: -0.34966365 MI_loss: 20.963758 Detection error: 0.009943664073944092 time: 6:37:53.131874
- B/E: 111 / 171 , Gen_loss: -0.34986842 MI_loss: 21.137238 Detection error: 0.009946703910827637 time: 6:37:54.018819
- B/E: 112 / 171 , Gen_loss: -0.36901984 MI_loss: 22.234528 Detection error: 0.009943604469299316 time: 6:37:54.902369
- B/E: 113 / 171 , Gen_loss: -0.34367692 MI_loss: 20.922646 Detection error: 0.009946823120117188 time: 6:37:55.785174
- B/E: 114 / 171 , Gen_loss: -0.35299116 MI_loss: 21.443396 Detection error: 0.009948372840881348 time: 6:37:56.575096
- B/E: 115 / 171 , Gen_loss: -0.35585296 MI_loss: 21.49838 Detection error: 0.009945034980773926 time: 6:37:57.363421
- B/E: 116 / 171 , Gen_loss: -0.3610844 MI_loss: 21.87175 Detection error: 0.009944736957550049 time: 6:37:58.296937
- B/E: 117 / 171 , Gen_loss: -0.35644934 MI_loss: 21.759634 Detection error: 0.00994652509689331 time: 6:37:59.119725
- B/E: 118 / 171 , Gen_loss: -0.35906464 MI_loss: 21.691782 Detection error: 0.009940385818481445 time: 6:38:00.047679
- B/E: 119 / 171 , Gen_loss: -0.3644404 MI_loss: 22.137707 Detection error: 0.009939312934875488 time: 6:38:00.942692
- B/E: 120 / 171 , Gen_loss: -0.36380512 MI_loss: 22.058285 Detection error: 0.009939074516296387 time: 6:38:01.838725
- B/E: 121 / 171 , Gen_loss: -0.35457858 MI_loss: 21.591066 Detection error: 0.009939312934875488 time: 6:38:02.735599
- B/E: 122 / 171 , Gen_loss: -0.36720526 MI_loss: 22.133177 Detection error: 0.009933412075042725 time: 6:38:03.621220
- B/E: 123 / 171 , Gen_loss: -0.34358856 MI_loss: 20.899385 Detection error: 0.009932458400726318 time: 6:38:04.503556
- B/E: 124 / 171 , Gen_loss: -0.35764864 MI_loss: 21.641735 Detection error: 0.009931981563568115 time: 6:38:05.385126
- B/E: 125 / 171 , Gen_loss: -0.36118722 MI_loss: 21.89247 Detection error: 0.009929060935974121 time: 6:38:06.273062
- B/E: 126 / 171 , Gen_loss: -0.35048872 MI_loss: 21.370148 Detection error: 0.009942412376403809 time: 6:38:07.160000
- B/E: 127 / 171 , Gen_loss: -0.35239965 MI_loss: 21.543816 Detection error: 0.009944319725036621 time: 6:38:08.045259
- B/E: 128 / 171 , Gen_loss: -0.35447305 MI_loss: 21.490398 Detection error: 0.009946465492248535 time: 6:38:08.939260
- B/E: 129 / 171 , Gen_loss: -0.34968188 MI_loss: 21.297295 Detection error: 0.009955286979675293 time: 6:38:09.843171
- B/E: 130 / 171 , Gen_loss: -0.35154736 MI_loss: 21.505184 Detection error: 0.009958505630493164 time: 6:38:10.732117
- B/E: 131 / 171 , Gen_loss: -0.36064345 MI_loss: 21.880882 Detection error: 0.009962141513824463 time: 6:38:11.567286
- B/E: 132 / 171 , Gen_loss: -0.371489 MI_loss: 22.596325 Detection error: 0.009960532188415527 time: 6:38:12.489017
- B/E: 133 / 171 , Gen_loss: -0.35570464 MI_loss: 21.630402 Detection error: 0.009961307048797607 time: 6:38:13.380358
- B/E: 134 / 171 , Gen_loss: -0.35605395 MI_loss: 21.701813 Detection error: 0.009968996047973633 time: 6:38:14.276460
- B/E: 135 / 171 , Gen_loss: -0.36499357 MI_loss: 22.215733 Detection error: 0.009970128536224365 time: 6:38:15.256356
- B/E: 136 / 171 , Gen_loss: -0.35585737 MI_loss: 21.704084 Detection error: 0.009974658489227295 time: 6:38:16.138048
- B/E: 137 / 171 , Gen_loss: -0.35917437 MI_loss: 21.861893 Detection error: 0.00997781753540039 time: 6:38:17.025754
- B/E: 138 / 171 , Gen_loss: -0.35840452 MI_loss: 21.727072 Detection error: 0.009981811046600342 time: 6:38:17.910520
- B/E: 139 / 171 , Gen_loss: -0.35785282 MI_loss: 21.703636 Detection error: 0.009985685348510742 time: 6:38:18.788759
- B/E: 140 / 171 , Gen_loss: -0.35137695 MI_loss: 21.371317 Detection error: 0.009984910488128662 time: 6:38:19.679375
- B/E: 141 / 171 , Gen_loss: -0.35432726 MI_loss: 21.491415 Detection error: 0.009982824325561523 time: 6:38:20.497994
- B/E: 142 / 171 , Gen_loss: -0.36670014 MI_loss: 22.274029 Detection error: 0.009982109069824219 time: 6:38:21.290889
- B/E: 143 / 171 , Gen_loss: -0.36023793 MI_loss: 21.927498 Detection error: 0.009980261325836182 time: 6:38:22.092002
- B/E: 144 / 171 , Gen_loss: -0.3527971 MI_loss: 21.458025 Detection error: 0.009989440441131592 time: 6:38:22.984400
- B/E: 145 / 171 , Gen_loss: -0.3543336 MI_loss: 21.502096 Detection error: 0.009998083114624023 time: 6:38:23.868589
- B/E: 146 / 171 , Gen_loss: -0.35031232 MI_loss: 21.067173 Detection error: 0.00999683141708374 time: 6:38:24.681142
- B/E: 147 / 171 , Gen_loss: -0.3694727 MI_loss: 22.469883 Detection error: 0.010001897811889648 time: 6:38:25.562483
- B/E: 148 / 171 , Gen_loss: -0.36197296 MI_loss: 21.951736 Detection error: 0.010002493858337402 time: 6:38:26.544695
- B/E: 149 / 171 , Gen_loss: -0.3550735 MI_loss: 21.532654 Detection error: 0.010009348392486572 time: 6:38:27.379720
-
- Test Loss: 10.2664385 Test Error: 0.010749995708465576
- -----
- EPOCH: 172
- B/E: 0 / 172 , Gen_loss: -0.3610385 MI_loss: 21.91663 Detection error: 0.010312497615814209 time: 6:38:29.227233
- B/E: 1 / 172 , Gen_loss: -0.34397826 MI_loss: 20.912088 Detection error: 0.010640621185302734 time: 6:38:53.136010
- B/E: 2 / 172 , Gen_loss: -0.3643498 MI_loss: 21.940521 Detection error: 0.009958326816558838 time: 6:38:53.945489
- B/E: 3 / 172 , Gen_loss: -0.35619107 MI_loss: 21.66579 Detection error: 0.009984374046325684 time: 6:38:54.844175
- B/E: 4 / 172 , Gen_loss: -0.3633117 MI_loss: 21.939568 Detection error: 0.010012507438659668 time: 6:38:55.672512
- B/E: 5 / 172 , Gen_loss: -0.35749334 MI_loss: 21.827333 Detection error: 0.009927093982696533 time: 6:38:56.570943
- B/E: 6 / 172 , Gen_loss: -0.36013842 MI_loss: 21.915298 Detection error: 0.010022342205047607 time: 6:38:57.452129
- B/E: 7 / 172 , Gen_loss: -0.36658236 MI_loss: 22.335493 Detection error: 0.010035157203674316 time: 6:38:58.333792
- B/E: 8 / 172 , Gen_loss: -0.36806086 MI_loss: 22.400517 Detection error: 0.009954869747161865 time: 6:38:59.220250
- B/E: 9 / 172 , Gen_loss: -0.35649875 MI_loss: 21.652483 Detection error: 0.00989997386932373 time: 6:39:00.104283
- B/E: 10 / 172 , Gen_loss: -0.36401194 MI_loss: 22.04641 Detection error: 0.009957373142242432 time: 6:39:01.093457
- B/E: 11 / 172 , Gen_loss: -0.3543396 MI_loss: 21.450678 Detection error: 0.009950518608093262 time: 6:39:01.981774
- B/E: 12 / 172 , Gen_loss: -0.3517981 MI_loss: 21.363691 Detection error: 0.010055303573608398 time: 6:39:02.803442
- B/E: 13 / 172 , Gen_loss: -0.36719263 MI_loss: 22.275204 Detection error: 0.010042428970336914 time: 6:39:03.725331
- B/E: 14 / 172 , Gen_loss: -0.36390626 MI_loss: 22.176262 Detection error: 0.01003122329711914 time: 6:39:04.648165
- B/E: 15 / 172 , Gen_loss: -0.36525932 MI_loss: 21.960417 Detection error: 0.010019540786743164 time: 6:39:05.532883
- B/E: 16 / 172 , Gen_loss: -0.3718757 MI_loss: 22.393373 Detection error: 0.009987115859985352 time: 6:39:06.447755
- B/E: 17 / 172 , Gen_loss: -0.35879618 MI_loss: 21.74012 Detection error: 0.009963512420654297 time: 6:39:07.252989
- B/E: 18 / 172 , Gen_loss: -0.37399378 MI_loss: 22.587624 Detection error: 0.009916126728057861 time: 6:39:08.136373
- B/E: 19 / 172 , Gen_loss: -0.3513265 MI_loss: 21.42595 Detection error: 0.009923458099365234 time: 6:39:09.024355
- B/E: 20 / 172 , Gen_loss: -0.3639041 MI_loss: 22.151005 Detection error: 0.009952366352081299 time: 6:39:09.909772
- B/E: 21 / 172 , Gen_loss: -0.35110557 MI_loss: 21.274212 Detection error: 0.00994884967803955 time: 6:39:10.793621
- B/E: 22 / 172 , Gen_loss: -0.35734928 MI_loss: 21.679491 Detection error: 0.00994563102722168 time: 6:39:11.685082
- B/E: 23 / 172 , Gen_loss: -0.36255386 MI_loss: 21.833624 Detection error: 0.009925782680511475 time: 6:39:12.571584
- B/E: 24 / 172 , Gen_loss: -0.35670617 MI_loss: 21.552898 Detection error: 0.00993502140045166 time: 6:39:13.455043
- B/E: 25 / 172 , Gen_loss: -0.35608608 MI_loss: 21.441746 Detection error: 0.009955525398254395 time: 6:39:14.424579
- B/E: 26 / 172 , Gen_loss: -0.34690526 MI_loss: 21.135868 Detection error: 0.010017335414886475 time: 6:39:15.307354
- B/E: 27 / 172 , Gen_loss: -0.3630693 MI_loss: 22.089298 Detection error: 0.010021209716796875 time: 6:39:16.114993
- B/E: 28 / 172 , Gen_loss: -0.3690723 MI_loss: 22.42566 Detection error: 0.010026931762695312 time: 6:39:16.899766
- B/E: 29 / 172 , Gen_loss: -0.3630642 MI_loss: 22.055689 Detection error: 0.010045826435089111 time: 6:39:17.794902
- B/E: 30 / 172 , Gen_loss: -0.3662152 MI_loss: 22.277681 Detection error: 0.010016143321990967 time: 6:39:18.678345
- B/E: 31 / 172 , Gen_loss: -0.35624978 MI_loss: 21.601116 Detection error: 0.00998145341873169 time: 6:39:19.560559
- B/E: 32 / 172 , Gen_loss: -0.34905228 MI_loss: 21.264832 Detection error: 0.009981036186218262 time: 6:39:20.455278
- B/E: 33 / 172 , Gen_loss: -0.35132748 MI_loss: 21.436533 Detection error: 0.009982526302337646 time: 6:39:21.308676
- B/E: 34 / 172 , Gen_loss: -0.3503825 MI_loss: 21.253244 Detection error: 0.0099678635597229 time: 6:39:22.125029
- B/E: 35 / 172 , Gen_loss: -0.3667844 MI_loss: 22.252861 Detection error: 0.009960055351257324 time: 6:39:22.930179
- B/E: 36 / 172 , Gen_loss: -0.35875317 MI_loss: 21.764675 Detection error: 0.00996619462966919 time: 6:39:23.840975
- B/E: 37 / 172 , Gen_loss: -0.35940355 MI_loss: 21.772827 Detection error: 0.009951472282409668 time: 6:39:24.724875
- B/E: 38 / 172 , Gen_loss: -0.34798276 MI_loss: 21.098427 Detection error: 0.00998079776763916 time: 6:39:25.608489
- B/E: 39 / 172 , Gen_loss: -0.37133005 MI_loss: 22.447618 Detection error: 0.009963274002075195 time: 6:39:26.490505
- B/E: 40 / 172 , Gen_loss: -0.36573312 MI_loss: 22.178146 Detection error: 0.009967982769012451 time: 6:39:27.399280
- B/E: 41 / 172 , Gen_loss: -0.36075568 MI_loss: 21.802906 Detection error: 0.009956836700439453 time: 6:39:28.362678
- B/E: 42 / 172 , Gen_loss: -0.36493024 MI_loss: 22.2076 Detection error: 0.009954214096069336 time: 6:39:29.247866
- B/E: 43 / 172 , Gen_loss: -0.36071378 MI_loss: 21.791397 Detection error: 0.00995028018951416 time: 6:39:30.146790
- B/E: 44 / 172 , Gen_loss: -0.36501172 MI_loss: 22.126743 Detection error: 0.009965956211090088 time: 6:39:31.034541
- B/E: 45 / 172 , Gen_loss: -0.3565752 MI_loss: 21.688816 Detection error: 0.009970784187316895 time: 6:39:31.916146
- B/E: 46 / 172 , Gen_loss: -0.34486502 MI_loss: 20.972961 Detection error: 0.009994685649871826 time: 6:39:32.796785
- B/E: 47 / 172 , Gen_loss: -0.3562678 MI_loss: 21.457056 Detection error: 0.00998765230178833 time: 6:39:33.685115
- B/E: 48 / 172 , Gen_loss: -0.36275464 MI_loss: 22.053633 Detection error: 0.01000511646270752 time: 6:39:34.569155
- B/E: 49 / 172 , Gen_loss: -0.35381427 MI_loss: 21.32804 Detection error: 0.010011851787567139 time: 6:39:35.453279
- B/E: 50 / 172 , Gen_loss: -0.34591794 MI_loss: 21.052376 Detection error: 0.010014712810516357 time: 6:39:36.332103
- B/E: 51 / 172 , Gen_loss: -0.36107385 MI_loss: 22.098461 Detection error: 0.010020434856414795 time: 6:39:37.213026
- B/E: 52 / 172 , Gen_loss: -0.37055767 MI_loss: 22.35018 Detection error: 0.01001650094985962 time: 6:39:38.096102
- B/E: 53 / 172 , Gen_loss: -0.3572495 MI_loss: 21.614151 Detection error: 0.010025441646575928 time: 6:39:39.023935
- B/E: 54 / 172 , Gen_loss: -0.36153892 MI_loss: 21.85854 Detection error: 0.010035216808319092 time: 6:39:39.905596
- B/E: 55 / 172 , Gen_loss: -0.3562921 MI_loss: 21.400307 Detection error: 0.01001507043838501 time: 6:39:40.785505
- B/E: 56 / 172 , Gen_loss: -0.3613737 MI_loss: 21.875319 Detection error: 0.010003864765167236 time: 6:39:41.668161
- B/E: 57 / 172 , Gen_loss: -0.3613853 MI_loss: 21.944538 Detection error: 0.009990811347961426 time: 6:39:42.646694
- B/E: 58 / 172 , Gen_loss: -0.35421643 MI_loss: 21.588934 Detection error: 0.00999152660369873 time: 6:39:43.534276
- B/E: 59 / 172 , Gen_loss: -0.34499666 MI_loss: 21.096655 Detection error: 0.009994804859161377 time: 6:39:44.421248
- B/E: 60 / 172 , Gen_loss: -0.3676569 MI_loss: 22.383476 Detection error: 0.009999990463256836 time: 6:39:45.305230
- B/E: 61 / 172 , Gen_loss: -0.346884 MI_loss: 21.223145 Detection error: 0.010008573532104492 time: 6:39:46.193849
- B/E: 62 / 172 , Gen_loss: -0.36887327 MI_loss: 22.381746 Detection error: 0.010013878345489502 time: 6:39:47.075848
- B/E: 63 / 172 , Gen_loss: -0.3659287 MI_loss: 22.128109 Detection error: 0.010005831718444824 time: 6:39:47.961121
- B/E: 64 / 172 , Gen_loss: -0.36577922 MI_loss: 22.183369 Detection error: 0.010003864765167236 time: 6:39:48.844805
- B/E: 65 / 172 , Gen_loss: -0.35698843 MI_loss: 21.549412 Detection error: 0.010011374950408936 time: 6:39:49.727912
- B/E: 66 / 172 , Gen_loss: -0.3631021 MI_loss: 21.783823 Detection error: 0.010007917881011963 time: 6:39:50.614164
- B/E: 67 / 172 , Gen_loss: -0.36493477 MI_loss: 22.184841 Detection error: 0.010001838207244873 time: 6:39:51.499369
- B/E: 68 / 172 , Gen_loss: -0.36224625 MI_loss: 22.061852 Detection error: 0.009999990463256836 time: 6:39:52.388825
- B/E: 69 / 172 , Gen_loss: -0.356969 MI_loss: 21.54023 Detection error: 0.010011136531829834 time: 6:39:53.267754
- B/E: 70 / 172 , Gen_loss: -0.364656 MI_loss: 21.98435 Detection error: 0.010006606578826904 time: 6:39:54.104323
- B/E: 71 / 172 , Gen_loss: -0.35913086 MI_loss: 21.711319 Detection error: 0.010011732578277588 time: 6:39:54.875353
- B/E: 72 / 172 , Gen_loss: -0.3662799 MI_loss: 22.17766 Detection error: 0.010010302066802979 time: 6:39:55.741623
- B/E: 73 / 172 , Gen_loss: -0.35367367 MI_loss: 21.616966 Detection error: 0.010003805160522461 time: 6:39:56.713806
- B/E: 74 / 172 , Gen_loss: -0.36153695 MI_loss: 21.994648 Detection error: 0.010004580020904541 time: 6:39:57.617745
- B/E: 75 / 172 , Gen_loss: -0.3576199 MI_loss: 21.721634 Detection error: 0.009993016719818115 time: 6:39:58.501761
- B/E: 76 / 172 , Gen_loss: -0.36298543 MI_loss: 21.969872 Detection error: 0.010004043579101562 time: 6:39:59.386387
- B/E: 77 / 172 , Gen_loss: -0.36663634 MI_loss: 22.177666 Detection error: 0.009995996952056885 time: 6:40:00.271107
- B/E: 78 / 172 , Gen_loss: -0.35665694 MI_loss: 21.458038 Detection error: 0.009993255138397217 time: 6:40:01.110338
- B/E: 79 / 172 , Gen_loss: -0.36750805 MI_loss: 22.277771 Detection error: 0.010005831718444824 time: 6:40:01.951594
- B/E: 80 / 172 , Gen_loss: -0.3537539 MI_loss: 21.448532 Detection error: 0.01001352071762085 time: 6:40:02.727827
- B/E: 81 / 172 , Gen_loss: -0.3650307 MI_loss: 22.150705 Detection error: 0.010001122951507568 time: 6:40:03.535957
- B/E: 82 / 172 , Gen_loss: -0.35432538 MI_loss: 21.552448 Detection error: 0.009998142719268799 time: 6:40:04.341365
- B/E: 83 / 172 , Gen_loss: -0.36972517 MI_loss: 22.524275 Detection error: 0.009997010231018066 time: 6:40:05.218226
- B/E: 84 / 172 , Gen_loss: -0.34494358 MI_loss: 20.925404 Detection error: 0.009995222091674805 time: 6:40:06.101386
- B/E: 85 / 172 , Gen_loss: -0.34759554 MI_loss: 20.82095 Detection error: 0.009975314140319824 time: 6:40:06.985508
- B/E: 86 / 172 , Gen_loss: -0.35605702 MI_loss: 21.62096 Detection error: 0.009975910186767578 time: 6:40:07.811705
- B/E: 87 / 172 , Gen_loss: -0.35206762 MI_loss: 21.223347 Detection error: 0.009963452816009521 time: 6:40:08.586993
- B/E: 88 / 172 , Gen_loss: -0.36237893 MI_loss: 21.965288 Detection error: 0.009953975677490234 time: 6:40:09.463408
- B/E: 89 / 172 , Gen_loss: -0.3618657 MI_loss: 21.977602 Detection error: 0.009959697723388672 time: 6:40:10.444247
- B/E: 90 / 172 , Gen_loss: -0.359194 MI_loss: 21.768932 Detection error: 0.009954988956451416 time: 6:40:11.328139
- B/E: 91 / 172 , Gen_loss: -0.360023 MI_loss: 22.04824 Detection error: 0.00995856523513794 time: 6:40:12.220244
- B/E: 92 / 172 , Gen_loss: -0.3446346 MI_loss: 20.923536 Detection error: 0.009944558143615723 time: 6:40:13.108747
- B/E: 93 / 172 , Gen_loss: -0.34725037 MI_loss: 21.231268 Detection error: 0.009951770305633545 time: 6:40:13.997665
- B/E: 94 / 172 , Gen_loss: -0.35817152 MI_loss: 21.76129 Detection error: 0.009963810443878174 time: 6:40:14.908778
- B/E: 95 / 172 , Gen_loss: -0.3496342 MI_loss: 21.151386 Detection error: 0.009961605072021484 time: 6:40:15.746829
- B/E: 96 / 172 , Gen_loss: -0.35759634 MI_loss: 21.755758 Detection error: 0.009963274002075195 time: 6:40:16.540679
- B/E: 97 / 172 , Gen_loss: -0.3606774 MI_loss: 21.755064 Detection error: 0.009953439235687256 time: 6:40:17.336852
- B/E: 98 / 172 , Gen_loss: -0.36051518 MI_loss: 21.711912 Detection error: 0.009944438934326172 time: 6:40:18.145739
- B/E: 99 / 172 , Gen_loss: -0.36127046 MI_loss: 21.817368 Detection error: 0.00994187593460083 time: 6:40:19.033410
- B/E: 100 / 172 , Gen_loss: -0.35786468 MI_loss: 21.727102 Detection error: 0.009946465492248535 time: 6:40:19.919191
- B/E: 101 / 172 , Gen_loss: -0.3633648 MI_loss: 22.031158 Detection error: 0.009949445724487305 time: 6:40:20.803602
- B/E: 102 / 172 , Gen_loss: -0.35859412 MI_loss: 21.791012 Detection error: 0.00995481014251709 time: 6:40:21.692907
- B/E: 103 / 172 , Gen_loss: -0.35596237 MI_loss: 21.480822 Detection error: 0.00994950532913208 time: 6:40:22.579277
- B/E: 104 / 172 , Gen_loss: -0.35666376 MI_loss: 21.604801 Detection error: 0.009951174259185791 time: 6:40:23.469584
- B/E: 105 / 172 , Gen_loss: -0.36122748 MI_loss: 22.1646 Detection error: 0.009953439235687256 time: 6:40:24.442587
- B/E: 106 / 172 , Gen_loss: -0.3587103 MI_loss: 21.619984 Detection error: 0.00995182991027832 time: 6:40:25.330163
- B/E: 107 / 172 , Gen_loss: -0.35576743 MI_loss: 21.578379 Detection error: 0.009958028793334961 time: 6:40:26.166313
- B/E: 108 / 172 , Gen_loss: -0.35905707 MI_loss: 21.843464 Detection error: 0.00995725393295288 time: 6:40:27.046920
- B/E: 109 / 172 , Gen_loss: -0.36622405 MI_loss: 22.246881 Detection error: 0.009949982166290283 time: 6:40:27.938285
- B/E: 110 / 172 , Gen_loss: -0.35615176 MI_loss: 21.427729 Detection error: 0.009945929050445557 time: 6:40:28.827723
- B/E: 111 / 172 , Gen_loss: -0.3649715 MI_loss: 22.079582 Detection error: 0.009944736957550049 time: 6:40:29.717770
- B/E: 112 / 172 , Gen_loss: -0.3661873 MI_loss: 22.011486 Detection error: 0.009940564632415771 time: 6:40:30.613924
- B/E: 113 / 172 , Gen_loss: -0.36253157 MI_loss: 22.145353 Detection error: 0.009947657585144043 time: 6:40:31.501306
- B/E: 114 / 172 , Gen_loss: -0.35939485 MI_loss: 21.8304 Detection error: 0.009946167469024658 time: 6:40:32.383286
- B/E: 115 / 172 , Gen_loss: -0.3658159 MI_loss: 22.002338 Detection error: 0.009943127632141113 time: 6:40:33.273112
- B/E: 116 / 172 , Gen_loss: -0.34351483 MI_loss: 20.880316 Detection error: 0.00994497537612915 time: 6:40:34.161276
- B/E: 117 / 172 , Gen_loss: -0.3557431 MI_loss: 21.496468 Detection error: 0.009944915771484375 time: 6:40:35.040437
- B/E: 118 / 172 , Gen_loss: -0.3572706 MI_loss: 21.751823 Detection error: 0.009941697120666504 time: 6:40:35.917817
- B/E: 119 / 172 , Gen_loss: -0.36470094 MI_loss: 22.156204 Detection error: 0.009939849376678467 time: 6:40:36.804411
- B/E: 120 / 172 , Gen_loss: -0.34707588 MI_loss: 21.132103 Detection error: 0.009936988353729248 time: 6:40:37.684387
- B/E: 121 / 172 , Gen_loss: -0.35145792 MI_loss: 21.325068 Detection error: 0.009943127632141113 time: 6:40:38.650335
- B/E: 122 / 172 , Gen_loss: -0.36400154 MI_loss: 21.963776 Detection error: 0.009935200214385986 time: 6:40:39.535104
- B/E: 123 / 172 , Gen_loss: -0.36301962 MI_loss: 22.047039 Detection error: 0.009931683540344238 time: 6:40:40.372676
- B/E: 124 / 172 , Gen_loss: -0.36187154 MI_loss: 21.862906 Detection error: 0.00993049144744873 time: 6:40:41.277857
- B/E: 125 / 172 , Gen_loss: -0.36341518 MI_loss: 22.035461 Detection error: 0.00993281602859497 time: 6:40:42.163272
- B/E: 126 / 172 , Gen_loss: -0.35392734 MI_loss: 21.385612 Detection error: 0.00994020700454712 time: 6:40:43.069175
- B/E: 127 / 172 , Gen_loss: -0.3551582 MI_loss: 21.583061 Detection error: 0.009941160678863525 time: 6:40:43.956091
- B/E: 128 / 172 , Gen_loss: -0.3494077 MI_loss: 21.104298 Detection error: 0.00994718074798584 time: 6:40:44.838330
- B/E: 129 / 172 , Gen_loss: -0.36142558 MI_loss: 21.93171 Detection error: 0.009953141212463379 time: 6:40:45.724058
- B/E: 130 / 172 , Gen_loss: -0.3591568 MI_loss: 21.833866 Detection error: 0.009959220886230469 time: 6:40:46.632132
- B/E: 131 / 172 , Gen_loss: -0.35617816 MI_loss: 21.683683 Detection error: 0.00996541976928711 time: 6:40:47.516130
- B/E: 132 / 172 , Gen_loss: -0.3631069 MI_loss: 21.892368 Detection error: 0.009958624839782715 time: 6:40:48.399246
- B/E: 133 / 172 , Gen_loss: -0.36134696 MI_loss: 21.89758 Detection error: 0.009959876537322998 time: 6:40:49.285533
- B/E: 134 / 172 , Gen_loss: -0.36184773 MI_loss: 22.014946 Detection error: 0.009972691535949707 time: 6:40:50.174941
- B/E: 135 / 172 , Gen_loss: -0.36136872 MI_loss: 21.851006 Detection error: 0.009970128536224365 time: 6:40:51.055042
- B/E: 136 / 172 , Gen_loss: -0.36267802 MI_loss: 21.997803 Detection error: 0.009974002838134766 time: 6:40:51.960457
- B/E: 137 / 172 , Gen_loss: -0.3614683 MI_loss: 21.93927 Detection error: 0.009975790977478027 time: 6:40:52.943703
- B/E: 138 / 172 , Gen_loss: -0.362911 MI_loss: 22.14331 Detection error: 0.009981811046600342 time: 6:40:53.830859
- B/E: 139 / 172 , Gen_loss: -0.36348543 MI_loss: 21.986326 Detection error: 0.009981691837310791 time: 6:40:54.717225
- B/E: 140 / 172 , Gen_loss: -0.36144578 MI_loss: 21.913143 Detection error: 0.009984910488128662 time: 6:40:55.599614
- B/E: 141 / 172 , Gen_loss: -0.36019328 MI_loss: 21.765604 Detection error: 0.009980618953704834 time: 6:40:56.491715
- B/E: 142 / 172 , Gen_loss: -0.34984207 MI_loss: 21.07229 Detection error: 0.009979665279388428 time: 6:40:57.376214
- B/E: 143 / 172 , Gen_loss: -0.36569467 MI_loss: 22.070349 Detection error: 0.009978532791137695 time: 6:40:58.257244
- B/E: 144 / 172 , Gen_loss: -0.34342447 MI_loss: 20.8381 Detection error: 0.009985148906707764 time: 6:40:59.149329
- B/E: 145 / 172 , Gen_loss: -0.3625247 MI_loss: 22.03168 Detection error: 0.00999295711517334 time: 6:41:00.036930
- B/E: 146 / 172 , Gen_loss: -0.3502295 MI_loss: 21.312872 Detection error: 0.009997427463531494 time: 6:41:00.921323
- B/E: 147 / 172 , Gen_loss: -0.35582006 MI_loss: 21.644484 Detection error: 0.00999683141708374 time: 6:41:01.807330
- B/E: 148 / 172 , Gen_loss: -0.36212865 MI_loss: 21.799532 Detection error: 0.009999573230743408 time: 6:41:02.703867
- B/E: 149 / 172 , Gen_loss: -0.36168072 MI_loss: 22.101213 Detection error: 0.010008931159973145 time: 6:41:03.589209
-
- Test Loss: 10.264417 Test Error: 0.010733306407928467
- -----
- EPOCH: 173
- B/E: 0 / 173 , Gen_loss: -0.354732 MI_loss: 21.373299 Detection error: 0.010468721389770508 time: 6:41:05.546782
- B/E: 1 / 173 , Gen_loss: -0.35046715 MI_loss: 21.28044 Detection error: 0.010625004768371582 time: 6:41:29.778729
- B/E: 2 / 173 , Gen_loss: -0.36228496 MI_loss: 21.873981 Detection error: 0.00991666316986084 time: 6:41:30.766783
- B/E: 3 / 173 , Gen_loss: -0.3639241 MI_loss: 22.056372 Detection error: 0.00992971658706665 time: 6:41:31.619174
- B/E: 4 / 173 , Gen_loss: -0.3743891 MI_loss: 22.725801 Detection error: 0.009943723678588867 time: 6:41:32.432633
- B/E: 5 / 173 , Gen_loss: -0.35664156 MI_loss: 21.66681 Detection error: 0.009901046752929688 time: 6:41:33.225261
- B/E: 6 / 173 , Gen_loss: -0.36086738 MI_loss: 21.949568 Detection error: 0.01006251573562622 time: 6:41:34.014030
- B/E: 7 / 173 , Gen_loss: -0.369888 MI_loss: 22.344065 Detection error: 0.01008594036102295 time: 6:41:34.789439
- B/E: 8 / 173 , Gen_loss: -0.3629409 MI_loss: 21.853243 Detection error: 0.00999307632446289 time: 6:41:35.569494
- B/E: 9 / 173 , Gen_loss: -0.35157925 MI_loss: 21.329407 Detection error: 0.009912490844726562 time: 6:41:36.352633
- B/E: 10 / 173 , Gen_loss: -0.3600339 MI_loss: 21.863846 Detection error: 0.009946048259735107 time: 6:41:37.134447
- B/E: 11 / 173 , Gen_loss: -0.35230678 MI_loss: 21.401844 Detection error: 0.009984374046325684 time: 6:41:37.905082
- B/E: 12 / 173 , Gen_loss: -0.36493927 MI_loss: 22.183973 Detection error: 0.010045647621154785 time: 6:41:38.785445
- B/E: 13 / 173 , Gen_loss: -0.369711 MI_loss: 22.317371 Detection error: 0.010066986083984375 time: 6:41:39.670278
- B/E: 14 / 173 , Gen_loss: -0.35982955 MI_loss: 21.678333 Detection error: 0.010022938251495361 time: 6:41:40.555111
- B/E: 15 / 173 , Gen_loss: -0.35415006 MI_loss: 21.448357 Detection error: 0.010009765625 time: 6:41:41.434874
- B/E: 16 / 173 , Gen_loss: -0.3655336 MI_loss: 22.167433 Detection error: 0.010007381439208984 time: 6:41:42.344057
- B/E: 17 / 173 , Gen_loss: -0.35823524 MI_loss: 21.677197 Detection error: 0.00998610258102417 time: 6:41:43.229746
- B/E: 18 / 173 , Gen_loss: -0.36027977 MI_loss: 21.662304 Detection error: 0.009950637817382812 time: 6:41:44.199354
- B/E: 19 / 173 , Gen_loss: -0.3583679 MI_loss: 21.80765 Detection error: 0.00993436574935913 time: 6:41:45.083511
- B/E: 20 / 173 , Gen_loss: -0.35441837 MI_loss: 21.489796 Detection error: 0.0099717378616333 time: 6:41:45.967634
- B/E: 21 / 173 , Gen_loss: -0.35073072 MI_loss: 21.215897 Detection error: 0.009984374046325684 time: 6:41:46.855320
- B/E: 22 / 173 , Gen_loss: -0.35782462 MI_loss: 21.550808 Detection error: 0.00994563102722168 time: 6:41:47.736276
- B/E: 23 / 173 , Gen_loss: -0.3602996 MI_loss: 21.835983 Detection error: 0.00992971658706665 time: 6:41:48.620558
- B/E: 24 / 173 , Gen_loss: -0.36919826 MI_loss: 22.345951 Detection error: 0.009932518005371094 time: 6:41:49.507410
- B/E: 25 / 173 , Gen_loss: -0.35153875 MI_loss: 21.229408 Detection error: 0.009963929653167725 time: 6:41:50.395762
- B/E: 26 / 173 , Gen_loss: -0.34668183 MI_loss: 21.010181 Detection error: 0.009999990463256836 time: 6:41:51.281317
- B/E: 27 / 173 , Gen_loss: -0.36800605 MI_loss: 22.520744 Detection error: 0.01002568006515503 time: 6:41:52.169965
- B/E: 28 / 173 , Gen_loss: -0.36265114 MI_loss: 21.964407 Detection error: 0.010042011737823486 time: 6:41:53.059103
- B/E: 29 / 173 , Gen_loss: -0.35456464 MI_loss: 21.427837 Detection error: 0.010046899318695068 time: 6:41:53.948590
- B/E: 30 / 173 , Gen_loss: -0.35428655 MI_loss: 21.517502 Detection error: 0.0100211501121521 time: 6:41:54.848915
- B/E: 31 / 173 , Gen_loss: -0.3611085 MI_loss: 21.916735 Detection error: 0.009996116161346436 time: 6:41:55.815186
- B/E: 32 / 173 , Gen_loss: -0.35639343 MI_loss: 21.633535 Detection error: 0.010008513927459717 time: 6:41:56.706007
- B/E: 33 / 173 , Gen_loss: -0.34927046 MI_loss: 21.015203 Detection error: 0.009974241256713867 time: 6:41:57.616943
- B/E: 34 / 173 , Gen_loss: -0.3553294 MI_loss: 21.592535 Detection error: 0.00997769832611084 time: 6:41:58.505290
- B/E: 35 / 173 , Gen_loss: -0.3465151 MI_loss: 21.084377 Detection error: 0.00998002290725708 time: 6:41:59.388696
- B/E: 36 / 173 , Gen_loss: -0.3639176 MI_loss: 22.095058 Detection error: 0.00997549295425415 time: 6:42:00.300207
- B/E: 37 / 173 , Gen_loss: -0.36263785 MI_loss: 21.950706 Detection error: 0.009969592094421387 time: 6:42:01.113440
- B/E: 38 / 173 , Gen_loss: -0.35962707 MI_loss: 21.754992 Detection error: 0.009984791278839111 time: 6:42:01.908197
- B/E: 39 / 173 , Gen_loss: -0.3564622 MI_loss: 21.629084 Detection error: 0.009970307350158691 time: 6:42:02.718236
- B/E: 40 / 173 , Gen_loss: -0.34940994 MI_loss: 21.22676 Detection error: 0.009969532489776611 time: 6:42:03.503617
- B/E: 41 / 173 , Gen_loss: -0.36688817 MI_loss: 22.10268 Detection error: 0.009965002536773682 time: 6:42:04.384305
- B/E: 42 / 173 , Gen_loss: -0.35564265 MI_loss: 21.387354 Detection error: 0.00995713472366333 time: 6:42:05.267971
- B/E: 43 / 173 , Gen_loss: -0.3618544 MI_loss: 21.846828 Detection error: 0.00995028018951416 time: 6:42:06.146457
- B/E: 44 / 173 , Gen_loss: -0.35753998 MI_loss: 21.618465 Detection error: 0.00996387004852295 time: 6:42:07.033461
- B/E: 45 / 173 , Gen_loss: -0.34155324 MI_loss: 20.758972 Detection error: 0.009979605674743652 time: 6:42:07.921668
- B/E: 46 / 173 , Gen_loss: -0.36747265 MI_loss: 22.230286 Detection error: 0.009982049465179443 time: 6:42:08.806964
- B/E: 47 / 173 , Gen_loss: -0.36753064 MI_loss: 22.118761 Detection error: 0.009986340999603271 time: 6:42:09.694414
- B/E: 48 / 173 , Gen_loss: -0.35903928 MI_loss: 21.910221 Detection error: 0.009999334812164307 time: 6:42:10.674656
- B/E: 49 / 173 , Gen_loss: -0.3590407 MI_loss: 21.778515 Detection error: 0.010004997253417969 time: 6:42:11.564162
- B/E: 50 / 173 , Gen_loss: -0.35625148 MI_loss: 21.651781 Detection error: 0.010012269020080566 time: 6:42:12.450824
- B/E: 51 / 173 , Gen_loss: -0.35603645 MI_loss: 21.667048 Detection error: 0.010015606880187988 time: 6:42:13.342341
- B/E: 52 / 173 , Gen_loss: -0.3608757 MI_loss: 21.894863 Detection error: 0.01001828908920288 time: 6:42:14.231045
- B/E: 53 / 173 , Gen_loss: -0.3592841 MI_loss: 21.623552 Detection error: 0.010023176670074463 time: 6:42:15.117291
- B/E: 54 / 173 , Gen_loss: -0.3599589 MI_loss: 21.830513 Detection error: 0.010031819343566895 time: 6:42:16.006820
- B/E: 55 / 173 , Gen_loss: -0.36568096 MI_loss: 22.126457 Detection error: 0.010008931159973145 time: 6:42:16.901371
- B/E: 56 / 173 , Gen_loss: -0.3640267 MI_loss: 21.969673 Detection error: 0.009992897510528564 time: 6:42:17.793183
- B/E: 57 / 173 , Gen_loss: -0.3637014 MI_loss: 21.94819 Detection error: 0.009992480278015137 time: 6:42:18.679534
- B/E: 58 / 173 , Gen_loss: -0.36292225 MI_loss: 21.973286 Detection error: 0.009973526000976562 time: 6:42:19.562767
- B/E: 59 / 173 , Gen_loss: -0.35716286 MI_loss: 21.667337 Detection error: 0.009996891021728516 time: 6:42:20.450707
- B/E: 60 / 173 , Gen_loss: -0.36393264 MI_loss: 22.03435 Detection error: 0.00999075174331665 time: 6:42:21.314504
- B/E: 61 / 173 , Gen_loss: -0.35895178 MI_loss: 21.735899 Detection error: 0.009996473789215088 time: 6:42:22.092439
- B/E: 62 / 173 , Gen_loss: -0.36030325 MI_loss: 21.773558 Detection error: 0.01000446081161499 time: 6:42:22.871183
- B/E: 63 / 173 , Gen_loss: -0.35520008 MI_loss: 21.51369 Detection error: 0.010003447532653809 time: 6:42:23.827698
- B/E: 64 / 173 , Gen_loss: -0.36079398 MI_loss: 21.960093 Detection error: 0.009999513626098633 time: 6:42:24.709933
- B/E: 65 / 173 , Gen_loss: -0.36154893 MI_loss: 21.925741 Detection error: 0.00999385118484497 time: 6:42:25.596921
- B/E: 66 / 173 , Gen_loss: -0.36312726 MI_loss: 22.005936 Detection error: 0.009995341300964355 time: 6:42:26.483721
- B/E: 67 / 173 , Gen_loss: -0.35926184 MI_loss: 21.69059 Detection error: 0.00999540090560913 time: 6:42:27.361228
- B/E: 68 / 173 , Gen_loss: -0.35991985 MI_loss: 21.839329 Detection error: 0.00999683141708374 time: 6:42:28.247399
- B/E: 69 / 173 , Gen_loss: -0.3623395 MI_loss: 21.956043 Detection error: 0.009998202323913574 time: 6:42:29.141942
- B/E: 70 / 173 , Gen_loss: -0.35932404 MI_loss: 21.730236 Detection error: 0.010001301765441895 time: 6:42:30.026998
- B/E: 71 / 173 , Gen_loss: -0.34915417 MI_loss: 21.177528 Detection error: 0.00999915599822998 time: 6:42:30.908287
- B/E: 72 / 173 , Gen_loss: -0.36077273 MI_loss: 21.839571 Detection error: 0.009999990463256836 time: 6:42:31.784628
- B/E: 73 / 173 , Gen_loss: -0.34889182 MI_loss: 21.10048 Detection error: 0.00999748706817627 time: 6:42:32.685417
- B/E: 74 / 173 , Gen_loss: -0.35360125 MI_loss: 21.460075 Detection error: 0.010002076625823975 time: 6:42:33.515800
- B/E: 75 / 173 , Gen_loss: -0.35664153 MI_loss: 21.68791 Detection error: 0.009988069534301758 time: 6:42:34.401533
- B/E: 76 / 173 , Gen_loss: -0.36183745 MI_loss: 21.964405 Detection error: 0.009997546672821045 time: 6:42:35.403786
- B/E: 77 / 173 , Gen_loss: -0.36225504 MI_loss: 21.918404 Detection error: 0.009992003440856934 time: 6:42:36.289045
- B/E: 78 / 173 , Gen_loss: -0.3624924 MI_loss: 21.96366 Detection error: 0.009987711906433105 time: 6:42:37.170687
- B/E: 79 / 173 , Gen_loss: -0.3637406 MI_loss: 22.117445 Detection error: 0.009999990463256836 time: 6:42:38.129172
- B/E: 80 / 173 , Gen_loss: -0.37050766 MI_loss: 22.575115 Detection error: 0.01001042127609253 time: 6:42:39.034790
- B/E: 81 / 173 , Gen_loss: -0.35304546 MI_loss: 21.423687 Detection error: 0.010007977485656738 time: 6:42:39.919717
- B/E: 82 / 173 , Gen_loss: -0.36366475 MI_loss: 21.986956 Detection error: 0.010001122951507568 time: 6:42:40.805571
- B/E: 83 / 173 , Gen_loss: -0.35669976 MI_loss: 21.573257 Detection error: 0.009999275207519531 time: 6:42:41.685267
- B/E: 84 / 173 , Gen_loss: -0.35657144 MI_loss: 21.56895 Detection error: 0.009997785091400146 time: 6:42:42.575554
- B/E: 85 / 173 , Gen_loss: -0.35454723 MI_loss: 21.436552 Detection error: 0.009976029396057129 time: 6:42:43.465231
- B/E: 86 / 173 , Gen_loss: -0.37060797 MI_loss: 22.407324 Detection error: 0.009975552558898926 time: 6:42:44.352054
- B/E: 87 / 173 , Gen_loss: -0.36686826 MI_loss: 22.032133 Detection error: 0.009959876537322998 time: 6:42:45.240825
- B/E: 88 / 173 , Gen_loss: -0.35523772 MI_loss: 21.588764 Detection error: 0.009949445724487305 time: 6:42:46.129218
- B/E: 89 / 173 , Gen_loss: -0.36526272 MI_loss: 22.308567 Detection error: 0.009962856769561768 time: 6:42:47.010368
- B/E: 90 / 173 , Gen_loss: -0.35425675 MI_loss: 21.351322 Detection error: 0.00995779037475586 time: 6:42:47.882148
- B/E: 91 / 173 , Gen_loss: -0.35334638 MI_loss: 21.450474 Detection error: 0.009960591793060303 time: 6:42:48.768999
- B/E: 92 / 173 , Gen_loss: -0.3473881 MI_loss: 21.121735 Detection error: 0.009953320026397705 time: 6:42:49.650854
- B/E: 93 / 173 , Gen_loss: -0.35549212 MI_loss: 21.585306 Detection error: 0.009953439235687256 time: 6:42:50.534205
- B/E: 94 / 173 , Gen_loss: -0.36073467 MI_loss: 22.004383 Detection error: 0.009966790676116943 time: 6:42:51.419619
- B/E: 95 / 173 , Gen_loss: -0.35920614 MI_loss: 21.706024 Detection error: 0.009967446327209473 time: 6:42:52.403757
- B/E: 96 / 173 , Gen_loss: -0.3502302 MI_loss: 21.28733 Detection error: 0.009968101978302002 time: 6:42:53.312904
- B/E: 97 / 173 , Gen_loss: -0.3588711 MI_loss: 21.741789 Detection error: 0.009959161281585693 time: 6:42:54.197977
- B/E: 98 / 173 , Gen_loss: -0.36859277 MI_loss: 22.299202 Detection error: 0.009949803352355957 time: 6:42:55.085045
- B/E: 99 / 173 , Gen_loss: -0.36332145 MI_loss: 22.018501 Detection error: 0.009949982166290283 time: 6:42:55.966606
- B/E: 100 / 173 , Gen_loss: -0.3556753 MI_loss: 21.496052 Detection error: 0.009947717189788818 time: 6:42:56.853736
- B/E: 101 / 173 , Gen_loss: -0.35935938 MI_loss: 21.871376 Detection error: 0.009955883026123047 time: 6:42:57.744160
- B/E: 102 / 173 , Gen_loss: -0.34773847 MI_loss: 21.104815 Detection error: 0.009953856468200684 time: 6:42:58.629386
- B/E: 103 / 173 , Gen_loss: -0.37745672 MI_loss: 23.026768 Detection error: 0.009953141212463379 time: 6:42:59.521424
- B/E: 104 / 173 , Gen_loss: -0.36081272 MI_loss: 21.821434 Detection error: 0.009953558444976807 time: 6:43:00.409863
- B/E: 105 / 173 , Gen_loss: -0.35042048 MI_loss: 21.279728 Detection error: 0.00995546579360962 time: 6:43:01.304638
- B/E: 106 / 173 , Gen_loss: -0.35953048 MI_loss: 21.88177 Detection error: 0.009957671165466309 time: 6:43:02.191994
- B/E: 107 / 173 , Gen_loss: -0.35706574 MI_loss: 21.689194 Detection error: 0.009961247444152832 time: 6:43:03.079277
- B/E: 108 / 173 , Gen_loss: -0.37044865 MI_loss: 22.48394 Detection error: 0.009963274002075195 time: 6:43:03.974368
- B/E: 109 / 173 , Gen_loss: -0.35456356 MI_loss: 21.530392 Detection error: 0.009959399700164795 time: 6:43:04.857845
- B/E: 110 / 173 , Gen_loss: -0.35917675 MI_loss: 21.770824 Detection error: 0.009952723979949951 time: 6:43:05.738382
- B/E: 111 / 173 , Gen_loss: -0.35225126 MI_loss: 21.28804 Detection error: 0.009952306747436523 time: 6:43:06.704555
- B/E: 112 / 173 , Gen_loss: -0.355126 MI_loss: 21.461264 Detection error: 0.009952425956726074 time: 6:43:07.590792
- B/E: 113 / 173 , Gen_loss: -0.35128024 MI_loss: 21.423035 Detection error: 0.009953975677490234 time: 6:43:08.470231
- B/E: 114 / 173 , Gen_loss: -0.35698023 MI_loss: 21.707052 Detection error: 0.009954631328582764 time: 6:43:09.351010
- B/E: 115 / 173 , Gen_loss: -0.3682076 MI_loss: 22.164509 Detection error: 0.009948551654815674 time: 6:43:10.264361
- B/E: 116 / 173 , Gen_loss: -0.36874753 MI_loss: 22.252544 Detection error: 0.009951651096343994 time: 6:43:11.174060
- B/E: 117 / 173 , Gen_loss: -0.35442138 MI_loss: 21.542215 Detection error: 0.009950757026672363 time: 6:43:12.053872
- B/E: 118 / 173 , Gen_loss: -0.36279535 MI_loss: 21.96336 Detection error: 0.009945392608642578 time: 6:43:12.938049
- B/E: 119 / 173 , Gen_loss: -0.35930857 MI_loss: 21.831417 Detection error: 0.009942710399627686 time: 6:43:13.849167
- B/E: 120 / 173 , Gen_loss: -0.35505322 MI_loss: 21.523571 Detection error: 0.00994110107421875 time: 6:43:14.729489
- B/E: 121 / 173 , Gen_loss: -0.3594093 MI_loss: 21.8714 Detection error: 0.009948015213012695 time: 6:43:15.613561
- B/E: 122 / 173 , Gen_loss: -0.35419598 MI_loss: 21.517296 Detection error: 0.009941816329956055 time: 6:43:16.517335
- B/E: 123 / 173 , Gen_loss: -0.36704165 MI_loss: 22.329721 Detection error: 0.009935259819030762 time: 6:43:17.400861
- B/E: 124 / 173 , Gen_loss: -0.35961905 MI_loss: 21.829645 Detection error: 0.009934008121490479 time: 6:43:18.281850
- B/E: 125 / 173 , Gen_loss: -0.36603156 MI_loss: 21.978434 Detection error: 0.009936988353729248 time: 6:43:19.164761
- B/E: 126 / 173 , Gen_loss: -0.35136873 MI_loss: 21.20795 Detection error: 0.009946823120117188 time: 6:43:20.056237
- B/E: 127 / 173 , Gen_loss: -0.35495964 MI_loss: 21.47186 Detection error: 0.009947538375854492 time: 6:43:21.032501
- B/E: 128 / 173 , Gen_loss: -0.35263878 MI_loss: 21.38252 Detection error: 0.00995105504989624 time: 6:43:21.914382
- B/E: 129 / 173 , Gen_loss: -0.36049512 MI_loss: 21.977535 Detection error: 0.0099564790725708 time: 6:43:22.802204
- B/E: 130 / 173 , Gen_loss: -0.36099002 MI_loss: 21.906109 Detection error: 0.009962797164916992 time: 6:43:23.694681
- B/E: 131 / 173 , Gen_loss: -0.36784807 MI_loss: 22.217756 Detection error: 0.009968042373657227 time: 6:43:24.579502
- B/E: 132 / 173 , Gen_loss: -0.36845782 MI_loss: 22.34802 Detection error: 0.009965717792510986 time: 6:43:25.465180
- B/E: 133 / 173 , Gen_loss: -0.36265007 MI_loss: 22.00156 Detection error: 0.009971320629119873 time: 6:43:26.367246
- B/E: 134 / 173 , Gen_loss: -0.36197793 MI_loss: 21.98077 Detection error: 0.009972691535949707 time: 6:43:27.251832
- B/E: 135 / 173 , Gen_loss: -0.35779998 MI_loss: 21.68382 Detection error: 0.009974241256713867 time: 6:43:28.132770
- B/E: 136 / 173 , Gen_loss: -0.35294768 MI_loss: 21.470825 Detection error: 0.009974479675292969 time: 6:43:29.017033
- B/E: 137 / 173 , Gen_loss: -0.35768187 MI_loss: 21.551615 Detection error: 0.00997394323348999 time: 6:43:29.906603
- B/E: 138 / 173 , Gen_loss: -0.35619608 MI_loss: 21.684711 Detection error: 0.009977519512176514 time: 6:43:30.790677
- B/E: 139 / 173 , Gen_loss: -0.36127165 MI_loss: 21.848633 Detection error: 0.009988188743591309 time: 6:43:31.672822
- B/E: 140 / 173 , Gen_loss: -0.35131776 MI_loss: 21.30201 Detection error: 0.009985387325286865 time: 6:43:32.570082
- B/E: 141 / 173 , Gen_loss: -0.36033505 MI_loss: 21.790838 Detection error: 0.009984612464904785 time: 6:43:33.456088
- B/E: 142 / 173 , Gen_loss: -0.36400583 MI_loss: 22.191507 Detection error: 0.009985148906707764 time: 6:43:34.341063
- B/E: 143 / 173 , Gen_loss: -0.36277032 MI_loss: 21.7799 Detection error: 0.009983062744140625 time: 6:43:35.307957
- B/E: 144 / 173 , Gen_loss: -0.353616 MI_loss: 21.501696 Detection error: 0.009993314743041992 time: 6:43:36.198969
- B/E: 145 / 173 , Gen_loss: -0.35878357 MI_loss: 21.719162 Detection error: 0.010002374649047852 time: 6:43:37.088069
- B/E: 146 / 173 , Gen_loss: -0.36168998 MI_loss: 21.859903 Detection error: 0.010003387928009033 time: 6:43:37.974691
- B/E: 147 / 173 , Gen_loss: -0.35269526 MI_loss: 21.348269 Detection error: 0.010003387928009033 time: 6:43:38.861466
- B/E: 148 / 173 , Gen_loss: -0.3589341 MI_loss: 21.758942 Detection error: 0.010003149509429932 time: 6:43:39.745731
- B/E: 149 / 173 , Gen_loss: -0.36622462 MI_loss: 22.302418 Detection error: 0.010010838508605957 time: 6:43:40.632339
-
- Test Loss: 10.261963 Test Error: 0.01078331470489502
- -----
- EPOCH: 174
- B/E: 0 / 174 , Gen_loss: -0.35952798 MI_loss: 21.7284 Detection error: 0.010656237602233887 time: 6:43:42.574097
- B/E: 1 / 174 , Gen_loss: -0.34762818 MI_loss: 21.015972 Detection error: 0.010296881198883057 time: 6:44:06.326884
- B/E: 2 / 174 , Gen_loss: -0.35768157 MI_loss: 21.47205 Detection error: 0.009968757629394531 time: 6:44:07.238692
- B/E: 3 / 174 , Gen_loss: -0.3679728 MI_loss: 22.398247 Detection error: 0.009781241416931152 time: 6:44:08.128467
- B/E: 4 / 174 , Gen_loss: -0.3631437 MI_loss: 21.969458 Detection error: 0.009843766689300537 time: 6:44:09.041299
- B/E: 5 / 174 , Gen_loss: -0.3575611 MI_loss: 21.921051 Detection error: 0.009989559650421143 time: 6:44:10.033750
- B/E: 6 / 174 , Gen_loss: -0.36816278 MI_loss: 22.487144 Detection error: 0.009937524795532227 time: 6:44:10.898771
- B/E: 7 / 174 , Gen_loss: -0.35490742 MI_loss: 21.347536 Detection error: 0.010003924369812012 time: 6:44:11.674938
- B/E: 8 / 174 , Gen_loss: -0.36000228 MI_loss: 21.927933 Detection error: 0.009927093982696533 time: 6:44:12.459988
- B/E: 9 / 174 , Gen_loss: -0.3508416 MI_loss: 21.288622 Detection error: 0.009909391403198242 time: 6:44:13.298653
- B/E: 10 / 174 , Gen_loss: -0.3595032 MI_loss: 21.845741 Detection error: 0.009906232357025146 time: 6:44:14.190745
- B/E: 11 / 174 , Gen_loss: -0.35570827 MI_loss: 21.487093 Detection error: 0.009960949420928955 time: 6:44:15.080929
- B/E: 12 / 174 , Gen_loss: -0.3499782 MI_loss: 21.196222 Detection error: 0.010028839111328125 time: 6:44:15.971366
- B/E: 13 / 174 , Gen_loss: -0.35571498 MI_loss: 21.456408 Detection error: 0.010013401508331299 time: 6:44:16.861181
- B/E: 14 / 174 , Gen_loss: -0.35769826 MI_loss: 21.735481 Detection error: 0.009997904300689697 time: 6:44:17.750742
- B/E: 15 / 174 , Gen_loss: -0.36249098 MI_loss: 21.976826 Detection error: 0.010007798671722412 time: 6:44:18.640842
- B/E: 16 / 174 , Gen_loss: -0.35891464 MI_loss: 21.615414 Detection error: 0.009977936744689941 time: 6:44:19.585966
- B/E: 17 / 174 , Gen_loss: -0.36613995 MI_loss: 22.186321 Detection error: 0.009977459907531738 time: 6:44:20.469190
- B/E: 18 / 174 , Gen_loss: -0.36345002 MI_loss: 22.072618 Detection error: 0.009921073913574219 time: 6:44:21.361618
- B/E: 19 / 174 , Gen_loss: -0.35263538 MI_loss: 21.300154 Detection error: 0.009925007820129395 time: 6:44:22.250301
- B/E: 20 / 174 , Gen_loss: -0.35741457 MI_loss: 21.675144 Detection error: 0.009939014911651611 time: 6:44:23.163525
- B/E: 21 / 174 , Gen_loss: -0.36107662 MI_loss: 21.927488 Detection error: 0.00995028018951416 time: 6:44:24.053416
- B/E: 22 / 174 , Gen_loss: -0.36718214 MI_loss: 22.073385 Detection error: 0.009923934936523438 time: 6:44:24.964984
- B/E: 23 / 174 , Gen_loss: -0.36997762 MI_loss: 22.291794 Detection error: 0.009920597076416016 time: 6:44:25.849015
- B/E: 24 / 174 , Gen_loss: -0.34913802 MI_loss: 21.195326 Detection error: 0.009908735752105713 time: 6:44:26.732007
- B/E: 25 / 174 , Gen_loss: -0.3568933 MI_loss: 21.578285 Detection error: 0.009925484657287598 time: 6:44:27.629880
- B/E: 26 / 174 , Gen_loss: -0.359382 MI_loss: 21.835903 Detection error: 0.009982645511627197 time: 6:44:28.526848
- B/E: 27 / 174 , Gen_loss: -0.35277423 MI_loss: 21.46951 Detection error: 0.0100022554397583 time: 6:44:29.417087
- B/E: 28 / 174 , Gen_loss: -0.35500115 MI_loss: 21.426277 Detection error: 0.010011851787567139 time: 6:44:30.301168
- B/E: 29 / 174 , Gen_loss: -0.35723808 MI_loss: 21.781046 Detection error: 0.01002812385559082 time: 6:44:31.217449
- B/E: 30 / 174 , Gen_loss: -0.35363558 MI_loss: 21.470224 Detection error: 0.0100020170211792 time: 6:44:32.106087
- B/E: 31 / 174 , Gen_loss: -0.34442025 MI_loss: 20.90438 Detection error: 0.009978532791137695 time: 6:44:33.000165
- B/E: 32 / 174 , Gen_loss: -0.35676858 MI_loss: 21.668053 Detection error: 0.00998389720916748 time: 6:44:33.910767
- B/E: 33 / 174 , Gen_loss: -0.35976523 MI_loss: 21.726261 Detection error: 0.009947597980499268 time: 6:44:34.797934
- B/E: 34 / 174 , Gen_loss: -0.35060483 MI_loss: 21.21225 Detection error: 0.009943723678588867 time: 6:44:35.690852
- B/E: 35 / 174 , Gen_loss: -0.36537287 MI_loss: 22.106495 Detection error: 0.009945333003997803 time: 6:44:36.574287
- B/E: 36 / 174 , Gen_loss: -0.35520858 MI_loss: 21.613724 Detection error: 0.009960293769836426 time: 6:44:37.565248
- B/E: 37 / 174 , Gen_loss: -0.36174554 MI_loss: 21.876102 Detection error: 0.009936690330505371 time: 6:44:38.454728
- B/E: 38 / 174 , Gen_loss: -0.36140296 MI_loss: 21.902176 Detection error: 0.009961545467376709 time: 6:44:39.345790
- B/E: 39 / 174 , Gen_loss: -0.3598673 MI_loss: 21.764324 Detection error: 0.009963274002075195 time: 6:44:40.233583
- B/E: 40 / 174 , Gen_loss: -0.3665603 MI_loss: 22.230885 Detection error: 0.009939014911651611 time: 6:44:41.118766
- B/E: 41 / 174 , Gen_loss: -0.3605162 MI_loss: 21.790495 Detection error: 0.009957611560821533 time: 6:44:42.008065
- B/E: 42 / 174 , Gen_loss: -0.3475533 MI_loss: 20.817245 Detection error: 0.00993967056274414 time: 6:44:42.892366
- B/E: 43 / 174 , Gen_loss: -0.35586804 MI_loss: 21.49525 Detection error: 0.009935379028320312 time: 6:44:43.775942
- B/E: 44 / 174 , Gen_loss: -0.35774413 MI_loss: 21.807463 Detection error: 0.009959042072296143 time: 6:44:44.666679
- B/E: 45 / 174 , Gen_loss: -0.36722764 MI_loss: 22.136127 Detection error: 0.009950399398803711 time: 6:44:45.553778
- B/E: 46 / 174 , Gen_loss: -0.36034143 MI_loss: 21.945507 Detection error: 0.009966731071472168 time: 6:44:46.441635
- B/E: 47 / 174 , Gen_loss: -0.35540783 MI_loss: 21.439215 Detection error: 0.009980440139770508 time: 6:44:47.335702
- B/E: 48 / 174 , Gen_loss: -0.36660492 MI_loss: 22.310385 Detection error: 0.009987235069274902 time: 6:44:48.223328
- B/E: 49 / 174 , Gen_loss: -0.36360815 MI_loss: 22.143024 Detection error: 0.00999748706817627 time: 6:44:49.110496
- B/E: 50 / 174 , Gen_loss: -0.3572209 MI_loss: 21.687096 Detection error: 0.009995102882385254 time: 6:44:50.000492
- B/E: 51 / 174 , Gen_loss: -0.36724317 MI_loss: 22.261654 Detection error: 0.010004222393035889 time: 6:44:50.881947
- B/E: 52 / 174 , Gen_loss: -0.36327738 MI_loss: 22.004366 Detection error: 0.010013580322265625 time: 6:44:51.851745
- B/E: 53 / 174 , Gen_loss: -0.37306514 MI_loss: 22.424511 Detection error: 0.010018527507781982 time: 6:44:52.738699
- B/E: 54 / 174 , Gen_loss: -0.35292915 MI_loss: 21.537607 Detection error: 0.010026156902313232 time: 6:44:53.540782
- B/E: 55 / 174 , Gen_loss: -0.3545459 MI_loss: 21.591795 Detection error: 0.010007798671722412 time: 6:44:54.314638
- B/E: 56 / 174 , Gen_loss: -0.35332632 MI_loss: 21.17706 Detection error: 0.009990692138671875 time: 6:44:55.134331
- B/E: 57 / 174 , Gen_loss: -0.36435974 MI_loss: 22.157307 Detection error: 0.009989738464355469 time: 6:44:56.037827
- B/E: 58 / 174 , Gen_loss: -0.35772485 MI_loss: 21.69081 Detection error: 0.009975612163543701 time: 6:44:56.847538
- B/E: 59 / 174 , Gen_loss: -0.36126867 MI_loss: 21.737497 Detection error: 0.009995341300964355 time: 6:44:57.626177
- B/E: 60 / 174 , Gen_loss: -0.35801587 MI_loss: 21.647095 Detection error: 0.009992837905883789 time: 6:44:58.468302
- B/E: 61 / 174 , Gen_loss: -0.3426313 MI_loss: 20.814014 Detection error: 0.009994983673095703 time: 6:44:59.351655
- B/E: 62 / 174 , Gen_loss: -0.36433923 MI_loss: 22.092989 Detection error: 0.010003983974456787 time: 6:45:00.237999
- B/E: 63 / 174 , Gen_loss: -0.36171705 MI_loss: 21.888899 Detection error: 0.01000148057937622 time: 6:45:01.121985
- B/E: 64 / 174 , Gen_loss: -0.35968557 MI_loss: 21.921953 Detection error: 0.010001897811889648 time: 6:45:01.993992
- B/E: 65 / 174 , Gen_loss: -0.3570896 MI_loss: 21.511805 Detection error: 0.009998559951782227 time: 6:45:02.775350
- B/E: 66 / 174 , Gen_loss: -0.3598718 MI_loss: 21.902027 Detection error: 0.009999096393585205 time: 6:45:03.558553
- B/E: 67 / 174 , Gen_loss: -0.3656832 MI_loss: 22.013762 Detection error: 0.009988963603973389 time: 6:45:04.352913
- B/E: 68 / 174 , Gen_loss: -0.36153358 MI_loss: 21.997757 Detection error: 0.009988248348236084 time: 6:45:05.224421
- B/E: 69 / 174 , Gen_loss: -0.35637656 MI_loss: 21.46725 Detection error: 0.009998679161071777 time: 6:45:06.051297
- B/E: 70 / 174 , Gen_loss: -0.36385491 MI_loss: 22.01303 Detection error: 0.00999385118484497 time: 6:45:06.859644
- B/E: 71 / 174 , Gen_loss: -0.34938604 MI_loss: 21.195536 Detection error: 0.009999573230743408 time: 6:45:07.712673
- B/E: 72 / 174 , Gen_loss: -0.35954893 MI_loss: 21.831453 Detection error: 0.009989321231842041 time: 6:45:08.546603
- B/E: 73 / 174 , Gen_loss: -0.36884862 MI_loss: 22.353529 Detection error: 0.00998777151107788 time: 6:45:09.400494
- B/E: 74 / 174 , Gen_loss: -0.36065343 MI_loss: 21.805779 Detection error: 0.009989142417907715 time: 6:45:10.201786
- B/E: 75 / 174 , Gen_loss: -0.35704207 MI_loss: 21.739996 Detection error: 0.009983956813812256 time: 6:45:11.153945
- B/E: 76 / 174 , Gen_loss: -0.3557575 MI_loss: 21.529165 Detection error: 0.009985804557800293 time: 6:45:12.060526
- B/E: 77 / 174 , Gen_loss: -0.36569604 MI_loss: 22.210808 Detection error: 0.009982764720916748 time: 6:45:12.964434
- B/E: 78 / 174 , Gen_loss: -0.36763102 MI_loss: 22.120483 Detection error: 0.009982585906982422 time: 6:45:13.818107
- B/E: 79 / 174 , Gen_loss: -0.35828516 MI_loss: 21.638039 Detection error: 0.009988665580749512 time: 6:45:14.605443
- B/E: 80 / 174 , Gen_loss: -0.35042882 MI_loss: 21.295446 Detection error: 0.010000765323638916 time: 6:45:15.382171
- B/E: 81 / 174 , Gen_loss: -0.3618471 MI_loss: 21.857624 Detection error: 0.009990453720092773 time: 6:45:16.215660
- B/E: 82 / 174 , Gen_loss: -0.35277456 MI_loss: 21.257708 Detection error: 0.00998532772064209 time: 6:45:16.990461
- B/E: 83 / 174 , Gen_loss: -0.36078852 MI_loss: 21.882984 Detection error: 0.00998920202255249 time: 6:45:17.759702
- B/E: 84 / 174 , Gen_loss: -0.3570719 MI_loss: 21.641428 Detection error: 0.009984910488128662 time: 6:45:18.751886
- B/E: 85 / 174 , Gen_loss: -0.34967124 MI_loss: 21.28416 Detection error: 0.009964048862457275 time: 6:45:19.639412
- B/E: 86 / 174 , Gen_loss: -0.3598581 MI_loss: 21.775248 Detection error: 0.009964466094970703 time: 6:45:20.534118
- B/E: 87 / 174 , Gen_loss: -0.3620258 MI_loss: 21.91424 Detection error: 0.00994884967803955 time: 6:45:21.421045
- B/E: 88 / 174 , Gen_loss: -0.35927314 MI_loss: 21.78769 Detection error: 0.009941339492797852 time: 6:45:22.311159
- B/E: 89 / 174 , Gen_loss: -0.35808584 MI_loss: 21.65549 Detection error: 0.009946882724761963 time: 6:45:23.196461
- B/E: 90 / 174 , Gen_loss: -0.35420364 MI_loss: 21.362844 Detection error: 0.009948134422302246 time: 6:45:24.090736
- B/E: 91 / 174 , Gen_loss: -0.36013976 MI_loss: 21.792492 Detection error: 0.009949028491973877 time: 6:45:24.978320
- B/E: 92 / 174 , Gen_loss: -0.36215442 MI_loss: 21.995342 Detection error: 0.009943544864654541 time: 6:45:25.870087
- B/E: 93 / 174 , Gen_loss: -0.35696173 MI_loss: 21.65714 Detection error: 0.009939849376678467 time: 6:45:26.756823
- B/E: 94 / 174 , Gen_loss: -0.3539037 MI_loss: 21.423191 Detection error: 0.009949684143066406 time: 6:45:27.556270
- B/E: 95 / 174 , Gen_loss: -0.35980505 MI_loss: 21.931461 Detection error: 0.009954094886779785 time: 6:45:28.349153
- B/E: 96 / 174 , Gen_loss: -0.37350583 MI_loss: 22.613163 Detection error: 0.00995105504989624 time: 6:45:29.127161
- B/E: 97 / 174 , Gen_loss: -0.3648607 MI_loss: 22.012585 Detection error: 0.009941637516021729 time: 6:45:29.916935
- B/E: 98 / 174 , Gen_loss: -0.3517076 MI_loss: 21.301569 Detection error: 0.009929299354553223 time: 6:45:30.689755
- B/E: 99 / 174 , Gen_loss: -0.35366568 MI_loss: 21.429628 Detection error: 0.009935617446899414 time: 6:45:31.559792
- B/E: 100 / 174 , Gen_loss: -0.3662205 MI_loss: 22.237473 Detection error: 0.009937167167663574 time: 6:45:32.528497
- B/E: 101 / 174 , Gen_loss: -0.36845133 MI_loss: 22.486021 Detection error: 0.009939968585968018 time: 6:45:33.413504
- B/E: 102 / 174 , Gen_loss: -0.35347512 MI_loss: 21.50955 Detection error: 0.009943544864654541 time: 6:45:34.298779
- B/E: 103 / 174 , Gen_loss: -0.3648793 MI_loss: 22.03671 Detection error: 0.009938418865203857 time: 6:45:35.190308
- B/E: 104 / 174 , Gen_loss: -0.36345643 MI_loss: 22.020552 Detection error: 0.00994253158569336 time: 6:45:36.082849
- B/E: 105 / 174 , Gen_loss: -0.34766155 MI_loss: 21.088661 Detection error: 0.009941041469573975 time: 6:45:36.967106
- B/E: 106 / 174 , Gen_loss: -0.36220378 MI_loss: 21.937302 Detection error: 0.00994187593460083 time: 6:45:37.859676
- B/E: 107 / 174 , Gen_loss: -0.35742217 MI_loss: 21.786282 Detection error: 0.009943008422851562 time: 6:45:38.746114
- B/E: 108 / 174 , Gen_loss: -0.3616321 MI_loss: 22.087168 Detection error: 0.009948670864105225 time: 6:45:39.661801
- B/E: 109 / 174 , Gen_loss: -0.35923395 MI_loss: 21.800854 Detection error: 0.009946286678314209 time: 6:45:40.490202
- B/E: 110 / 174 , Gen_loss: -0.3578771 MI_loss: 21.564356 Detection error: 0.00993579626083374 time: 6:45:41.271539
- B/E: 111 / 174 , Gen_loss: -0.36570394 MI_loss: 22.138649 Detection error: 0.00993412733078003 time: 6:45:42.208105
- B/E: 112 / 174 , Gen_loss: -0.36236256 MI_loss: 21.856853 Detection error: 0.009935259819030762 time: 6:45:43.094722
- B/E: 113 / 174 , Gen_loss: -0.36066425 MI_loss: 21.887402 Detection error: 0.009942710399627686 time: 6:45:43.969105
- B/E: 114 / 174 , Gen_loss: -0.35089004 MI_loss: 21.308977 Detection error: 0.00994020700454712 time: 6:45:44.857486
- B/E: 115 / 174 , Gen_loss: -0.36163646 MI_loss: 21.839216 Detection error: 0.009936690330505371 time: 6:45:45.744783
- B/E: 116 / 174 , Gen_loss: -0.35446277 MI_loss: 21.392048 Detection error: 0.009935379028320312 time: 6:45:46.707528
- B/E: 117 / 174 , Gen_loss: -0.35422072 MI_loss: 21.655487 Detection error: 0.009936690330505371 time: 6:45:47.645212
- B/E: 118 / 174 , Gen_loss: -0.35651287 MI_loss: 21.577948 Detection error: 0.009932518005371094 time: 6:45:48.529342
- B/E: 119 / 174 , Gen_loss: -0.35567123 MI_loss: 21.649282 Detection error: 0.009929955005645752 time: 6:45:49.417382
- B/E: 120 / 174 , Gen_loss: -0.36927044 MI_loss: 22.386745 Detection error: 0.009926378726959229 time: 6:45:50.322262
- B/E: 121 / 174 , Gen_loss: -0.35669425 MI_loss: 21.741686 Detection error: 0.009931325912475586 time: 6:45:51.209134
- B/E: 122 / 174 , Gen_loss: -0.36460203 MI_loss: 21.943003 Detection error: 0.009924530982971191 time: 6:45:52.032957
- B/E: 123 / 174 , Gen_loss: -0.3600131 MI_loss: 21.822117 Detection error: 0.00991809368133545 time: 6:45:52.851937
- B/E: 124 / 174 , Gen_loss: -0.35922143 MI_loss: 21.733862 Detection error: 0.009915471076965332 time: 6:45:53.646050
- B/E: 125 / 174 , Gen_loss: -0.35128382 MI_loss: 21.38559 Detection error: 0.009920895099639893 time: 6:45:54.549601
- B/E: 126 / 174 , Gen_loss: -0.3518899 MI_loss: 21.355268 Detection error: 0.009933292865753174 time: 6:45:55.423045
- B/E: 127 / 174 , Gen_loss: -0.35765618 MI_loss: 21.685036 Detection error: 0.009934842586517334 time: 6:45:56.305444
- B/E: 128 / 174 , Gen_loss: -0.36434385 MI_loss: 22.130453 Detection error: 0.009938240051269531 time: 6:45:57.194970
- B/E: 129 / 174 , Gen_loss: -0.35830015 MI_loss: 21.839512 Detection error: 0.009943246841430664 time: 6:45:58.076905
- B/E: 130 / 174 , Gen_loss: -0.36378872 MI_loss: 21.93811 Detection error: 0.009951591491699219 time: 6:45:58.960026
- B/E: 131 / 174 , Gen_loss: -0.35628855 MI_loss: 21.464092 Detection error: 0.009952664375305176 time: 6:45:59.842669
- B/E: 132 / 174 , Gen_loss: -0.36355215 MI_loss: 21.944313 Detection error: 0.009949743747711182 time: 6:46:00.825462
- B/E: 133 / 174 , Gen_loss: -0.35985276 MI_loss: 21.853748 Detection error: 0.009955227375030518 time: 6:46:01.715466
- B/E: 134 / 174 , Gen_loss: -0.36182952 MI_loss: 22.139399 Detection error: 0.009962260723114014 time: 6:46:02.601782
- B/E: 135 / 174 , Gen_loss: -0.3621646 MI_loss: 21.880476 Detection error: 0.009964823722839355 time: 6:46:03.487782
- B/E: 136 / 174 , Gen_loss: -0.36138055 MI_loss: 21.825485 Detection error: 0.009961247444152832 time: 6:46:04.378314
- B/E: 137 / 174 , Gen_loss: -0.35401878 MI_loss: 21.46452 Detection error: 0.009968757629394531 time: 6:46:05.267396
- B/E: 138 / 174 , Gen_loss: -0.35810784 MI_loss: 21.76683 Detection error: 0.009970307350158691 time: 6:46:06.153954
- B/E: 139 / 174 , Gen_loss: -0.35177314 MI_loss: 21.320152 Detection error: 0.009976327419281006 time: 6:46:07.043917
- B/E: 140 / 174 , Gen_loss: -0.35584164 MI_loss: 21.507984 Detection error: 0.009976506233215332 time: 6:46:07.928620
- B/E: 141 / 174 , Gen_loss: -0.35330096 MI_loss: 21.266888 Detection error: 0.00997161865234375 time: 6:46:08.815630
- B/E: 142 / 174 , Gen_loss: -0.3672438 MI_loss: 22.198679 Detection error: 0.009971380233764648 time: 6:46:09.698274
- B/E: 143 / 174 , Gen_loss: -0.3653144 MI_loss: 22.14705 Detection error: 0.009972453117370605 time: 6:46:10.581918
- B/E: 144 / 174 , Gen_loss: -0.35406634 MI_loss: 21.36166 Detection error: 0.009978652000427246 time: 6:46:11.470014
- B/E: 145 / 174 , Gen_loss: -0.3560924 MI_loss: 21.76193 Detection error: 0.009986519813537598 time: 6:46:12.359021
- B/E: 146 / 174 , Gen_loss: -0.35885897 MI_loss: 21.699606 Detection error: 0.00998830795288086 time: 6:46:13.248346
- B/E: 147 / 174 , Gen_loss: -0.3593668 MI_loss: 21.776861 Detection error: 0.00998920202255249 time: 6:46:14.136723
- B/E: 148 / 174 , Gen_loss: -0.3715115 MI_loss: 22.58173 Detection error: 0.009991824626922607 time: 6:46:15.110261
- B/E: 149 / 174 , Gen_loss: -0.35899088 MI_loss: 21.826609 Detection error: 0.009998738765716553 time: 6:46:16.003124
-
- Test Loss: 10.263788 Test Error: 0.010791659355163574
- -----
- EPOCH: 175
- B/E: 0 / 175 , Gen_loss: -0.3581978 MI_loss: 21.699472 Detection error: 0.010406255722045898 time: 6:46:18.003897
- B/E: 1 / 175 , Gen_loss: -0.34998313 MI_loss: 21.370817 Detection error: 0.010546863079071045 time: 6:46:42.057931
- B/E: 2 / 175 , Gen_loss: -0.3583516 MI_loss: 21.783836 Detection error: 0.009906232357025146 time: 6:46:42.973501
- B/E: 3 / 175 , Gen_loss: -0.35943523 MI_loss: 21.803745 Detection error: 0.009953141212463379 time: 6:46:43.866012
- B/E: 4 / 175 , Gen_loss: -0.3555924 MI_loss: 21.641703 Detection error: 0.009968757629394531 time: 6:46:44.739644
- B/E: 5 / 175 , Gen_loss: -0.35775152 MI_loss: 21.733763 Detection error: 0.00997394323348999 time: 6:46:45.603259
- B/E: 6 / 175 , Gen_loss: -0.35210842 MI_loss: 21.358767 Detection error: 0.010026812553405762 time: 6:46:46.470619
- B/E: 7 / 175 , Gen_loss: -0.35195968 MI_loss: 21.392567 Detection error: 0.010039091110229492 time: 6:46:47.337318
- B/E: 8 / 175 , Gen_loss: -0.35965487 MI_loss: 21.7539 Detection error: 0.009999990463256836 time: 6:46:48.218054
- B/E: 9 / 175 , Gen_loss: -0.358719 MI_loss: 21.695362 Detection error: 0.00993126630783081 time: 6:46:49.106099
- B/E: 10 / 175 , Gen_loss: -0.36548752 MI_loss: 22.247154 Detection error: 0.009957373142242432 time: 6:46:50.087272
- B/E: 11 / 175 , Gen_loss: -0.35675243 MI_loss: 21.820232 Detection error: 0.010002613067626953 time: 6:46:50.984293
- B/E: 12 / 175 , Gen_loss: -0.3593616 MI_loss: 21.754894 Detection error: 0.010064899921417236 time: 6:46:51.869300
- B/E: 13 / 175 , Gen_loss: -0.3582394 MI_loss: 21.845913 Detection error: 0.010102689266204834 time: 6:46:52.747236
- B/E: 14 / 175 , Gen_loss: -0.3703219 MI_loss: 22.398668 Detection error: 0.010039567947387695 time: 6:46:53.628944
- B/E: 15 / 175 , Gen_loss: -0.3507394 MI_loss: 21.478018 Detection error: 0.01004880666732788 time: 6:46:54.507523
- B/E: 16 / 175 , Gen_loss: -0.3661325 MI_loss: 22.101206 Detection error: 0.010023891925811768 time: 6:46:55.387444
- B/E: 17 / 175 , Gen_loss: -0.36093754 MI_loss: 21.774757 Detection error: 0.009977459907531738 time: 6:46:56.288992
- B/E: 18 / 175 , Gen_loss: -0.35487136 MI_loss: 21.399376 Detection error: 0.009917736053466797 time: 6:46:57.188497
- B/E: 19 / 175 , Gen_loss: -0.34608644 MI_loss: 21.087975 Detection error: 0.009926557540893555 time: 6:46:58.090421
- B/E: 20 / 175 , Gen_loss: -0.3568268 MI_loss: 21.58012 Detection error: 0.009964287281036377 time: 6:46:59.000716
- B/E: 21 / 175 , Gen_loss: -0.3600205 MI_loss: 21.652315 Detection error: 0.009957373142242432 time: 6:46:59.903272
- B/E: 22 / 175 , Gen_loss: -0.37012258 MI_loss: 22.40892 Detection error: 0.009948372840881348 time: 6:47:00.803527
- B/E: 23 / 175 , Gen_loss: -0.3607604 MI_loss: 21.731544 Detection error: 0.009950518608093262 time: 6:47:01.733376
- B/E: 24 / 175 , Gen_loss: -0.35600823 MI_loss: 21.69183 Detection error: 0.009921252727508545 time: 6:47:02.635404
- B/E: 25 / 175 , Gen_loss: -0.36104554 MI_loss: 21.903961 Detection error: 0.009960353374481201 time: 6:47:03.615731
- B/E: 26 / 175 , Gen_loss: -0.3465886 MI_loss: 20.994995 Detection error: 0.009998857975006104 time: 6:47:04.541715
- B/E: 27 / 175 , Gen_loss: -0.3677518 MI_loss: 22.590849 Detection error: 0.010021209716796875 time: 6:47:05.443713
- B/E: 28 / 175 , Gen_loss: -0.3611542 MI_loss: 21.919125 Detection error: 0.010021567344665527 time: 6:47:06.341622
- B/E: 29 / 175 , Gen_loss: -0.35376018 MI_loss: 21.455196 Detection error: 0.010035395622253418 time: 6:47:07.240482
- B/E: 30 / 175 , Gen_loss: -0.3604426 MI_loss: 21.864653 Detection error: 0.009999990463256836 time: 6:47:08.141888
- B/E: 31 / 175 , Gen_loss: -0.3455683 MI_loss: 20.945839 Detection error: 0.009976565837860107 time: 6:47:09.037874
- B/E: 32 / 175 , Gen_loss: -0.35921893 MI_loss: 21.893335 Detection error: 0.009992420673370361 time: 6:47:09.938570
- B/E: 33 / 175 , Gen_loss: -0.35649082 MI_loss: 21.54187 Detection error: 0.009960472583770752 time: 6:47:10.835860
- B/E: 34 / 175 , Gen_loss: -0.36627626 MI_loss: 22.21342 Detection error: 0.009958922863006592 time: 6:47:11.738058
- B/E: 35 / 175 , Gen_loss: -0.3477543 MI_loss: 21.200489 Detection error: 0.009964406490325928 time: 6:47:12.638062
- B/E: 36 / 175 , Gen_loss: -0.3590422 MI_loss: 21.783703 Detection error: 0.009953558444976807 time: 6:47:13.537799
- B/E: 37 / 175 , Gen_loss: -0.3488599 MI_loss: 21.02399 Detection error: 0.009960532188415527 time: 6:47:14.438329
- B/E: 38 / 175 , Gen_loss: -0.36099473 MI_loss: 21.969696 Detection error: 0.009979188442230225 time: 6:47:15.336675
- B/E: 39 / 175 , Gen_loss: -0.36477715 MI_loss: 21.858849 Detection error: 0.0099562406539917 time: 6:47:16.235431
- B/E: 40 / 175 , Gen_loss: -0.34690368 MI_loss: 21.047676 Detection error: 0.009964168071746826 time: 6:47:17.132326
- B/E: 41 / 175 , Gen_loss: -0.36578432 MI_loss: 22.132801 Detection error: 0.009955346584320068 time: 6:47:18.130954
- B/E: 42 / 175 , Gen_loss: -0.36493483 MI_loss: 22.32457 Detection error: 0.009953498840332031 time: 6:47:19.025601
- B/E: 43 / 175 , Gen_loss: -0.3604021 MI_loss: 21.608282 Detection error: 0.009956657886505127 time: 6:47:19.951722
- B/E: 44 / 175 , Gen_loss: -0.34810457 MI_loss: 21.156628 Detection error: 0.00997084379196167 time: 6:47:20.856651
- B/E: 45 / 175 , Gen_loss: -0.37238076 MI_loss: 22.476543 Detection error: 0.009975552558898926 time: 6:47:21.756497
- B/E: 46 / 175 , Gen_loss: -0.3518819 MI_loss: 21.386034 Detection error: 0.009991347789764404 time: 6:47:22.623450
- B/E: 47 / 175 , Gen_loss: -0.37261298 MI_loss: 22.533262 Detection error: 0.00999152660369873 time: 6:47:23.426911
- B/E: 48 / 175 , Gen_loss: -0.35275617 MI_loss: 21.293745 Detection error: 0.00999361276626587 time: 6:47:24.343230
- B/E: 49 / 175 , Gen_loss: -0.36207706 MI_loss: 22.022934 Detection error: 0.010002493858337402 time: 6:47:25.240790
- B/E: 50 / 175 , Gen_loss: -0.3635984 MI_loss: 22.150581 Detection error: 0.010008573532104492 time: 6:47:26.137476
- B/E: 51 / 175 , Gen_loss: -0.36440787 MI_loss: 22.139732 Detection error: 0.010023415088653564 time: 6:47:27.038366
- B/E: 52 / 175 , Gen_loss: -0.36936563 MI_loss: 22.356579 Detection error: 0.010020017623901367 time: 6:47:27.932169
- B/E: 53 / 175 , Gen_loss: -0.3748427 MI_loss: 22.719927 Detection error: 0.010027766227722168 time: 6:47:28.830778
- B/E: 54 / 175 , Gen_loss: -0.35930878 MI_loss: 21.87723 Detection error: 0.01003122329711914 time: 6:47:29.726452
- B/E: 55 / 175 , Gen_loss: -0.35598183 MI_loss: 21.570862 Detection error: 0.010010600090026855 time: 6:47:30.622198
- B/E: 56 / 175 , Gen_loss: -0.35779458 MI_loss: 21.74236 Detection error: 0.009996175765991211 time: 6:47:31.504699
- B/E: 57 / 175 , Gen_loss: -0.3704843 MI_loss: 22.35836 Detection error: 0.00999140739440918 time: 6:47:32.481278
- B/E: 58 / 175 , Gen_loss: -0.35638246 MI_loss: 21.595678 Detection error: 0.009985685348510742 time: 6:47:33.377317
- B/E: 59 / 175 , Gen_loss: -0.36364713 MI_loss: 22.031944 Detection error: 0.010002613067626953 time: 6:47:34.203235
- B/E: 60 / 175 , Gen_loss: -0.3579535 MI_loss: 21.58758 Detection error: 0.00999075174331665 time: 6:47:35.004240
- B/E: 61 / 175 , Gen_loss: -0.35748065 MI_loss: 21.562939 Detection error: 0.010001003742218018 time: 6:47:35.912452
- B/E: 62 / 175 , Gen_loss: -0.36599448 MI_loss: 22.142307 Detection error: 0.010006427764892578 time: 6:47:36.819295
- B/E: 63 / 175 , Gen_loss: -0.3640913 MI_loss: 22.241215 Detection error: 0.010006844997406006 time: 6:47:37.722676
- B/E: 64 / 175 , Gen_loss: -0.36105248 MI_loss: 21.925049 Detection error: 0.010001897811889648 time: 6:47:38.620681
- B/E: 65 / 175 , Gen_loss: -0.3557708 MI_loss: 21.753792 Detection error: 0.010004281997680664 time: 6:47:39.542616
- B/E: 66 / 175 , Gen_loss: -0.3554751 MI_loss: 21.603651 Detection error: 0.010012149810791016 time: 6:47:40.506928
- B/E: 67 / 175 , Gen_loss: -0.3546138 MI_loss: 21.351532 Detection error: 0.010003209114074707 time: 6:47:41.434788
- B/E: 68 / 175 , Gen_loss: -0.35560003 MI_loss: 21.768387 Detection error: 0.009999096393585205 time: 6:47:42.391826
- B/E: 69 / 175 , Gen_loss: -0.3622403 MI_loss: 21.91849 Detection error: 0.01000356674194336 time: 6:47:43.299321
- B/E: 70 / 175 , Gen_loss: -0.36186954 MI_loss: 22.02249 Detection error: 0.009998679161071777 time: 6:47:44.202414
- B/E: 71 / 175 , Gen_loss: -0.34791428 MI_loss: 21.164667 Detection error: 0.010001718997955322 time: 6:47:45.100368
- B/E: 72 / 175 , Gen_loss: -0.35650438 MI_loss: 21.627613 Detection error: 0.010000884532928467 time: 6:47:46.002450
- B/E: 73 / 175 , Gen_loss: -0.35901815 MI_loss: 21.721226 Detection error: 0.009997904300689697 time: 6:47:46.998232
- B/E: 74 / 175 , Gen_loss: -0.36212066 MI_loss: 22.160397 Detection error: 0.00999373197555542 time: 6:47:47.895661
- B/E: 75 / 175 , Gen_loss: -0.35175088 MI_loss: 21.322943 Detection error: 0.009988486766815186 time: 6:47:48.796796
- B/E: 76 / 175 , Gen_loss: -0.3615849 MI_loss: 21.826523 Detection error: 0.00998985767364502 time: 6:47:49.695666
- B/E: 77 / 175 , Gen_loss: -0.36276314 MI_loss: 21.933863 Detection error: 0.009988367557525635 time: 6:47:50.603610
- B/E: 78 / 175 , Gen_loss: -0.3697504 MI_loss: 22.42167 Detection error: 0.009984970092773438 time: 6:47:51.508477
- B/E: 79 / 175 , Gen_loss: -0.36804637 MI_loss: 22.249737 Detection error: 0.00998985767364502 time: 6:47:52.410022
- B/E: 80 / 175 , Gen_loss: -0.3624793 MI_loss: 22.072527 Detection error: 0.010001182556152344 time: 6:47:53.244029
- B/E: 81 / 175 , Gen_loss: -0.3555091 MI_loss: 21.356123 Detection error: 0.009998083114624023 time: 6:47:54.048675
- B/E: 82 / 175 , Gen_loss: -0.36700907 MI_loss: 22.271896 Detection error: 0.009989440441131592 time: 6:47:54.937028
- B/E: 83 / 175 , Gen_loss: -0.355075 MI_loss: 21.521397 Detection error: 0.009991824626922607 time: 6:47:55.833191
- B/E: 84 / 175 , Gen_loss: -0.36064875 MI_loss: 21.810528 Detection error: 0.009988605976104736 time: 6:47:56.728640
- B/E: 85 / 175 , Gen_loss: -0.3679852 MI_loss: 22.130138 Detection error: 0.009968400001525879 time: 6:47:57.623954
- B/E: 86 / 175 , Gen_loss: -0.36138055 MI_loss: 21.798107 Detection error: 0.009964823722839355 time: 6:47:58.527746
- B/E: 87 / 175 , Gen_loss: -0.34549582 MI_loss: 20.933626 Detection error: 0.009953856468200684 time: 6:47:59.423186
- B/E: 88 / 175 , Gen_loss: -0.3541832 MI_loss: 21.400215 Detection error: 0.00994032621383667 time: 6:48:00.321878
- B/E: 89 / 175 , Gen_loss: -0.35552916 MI_loss: 21.542086 Detection error: 0.00994962453842163 time: 6:48:01.329054
- B/E: 90 / 175 , Gen_loss: -0.37622645 MI_loss: 22.571476 Detection error: 0.009949147701263428 time: 6:48:02.228719
- B/E: 91 / 175 , Gen_loss: -0.34813604 MI_loss: 21.231707 Detection error: 0.009950399398803711 time: 6:48:03.127904
- B/E: 92 / 175 , Gen_loss: -0.34731606 MI_loss: 21.00909 Detection error: 0.009939193725585938 time: 6:48:04.023704
- B/E: 93 / 175 , Gen_loss: -0.3436311 MI_loss: 21.047144 Detection error: 0.009933531284332275 time: 6:48:04.869691
- B/E: 94 / 175 , Gen_loss: -0.3565588 MI_loss: 21.804733 Detection error: 0.0099526047706604 time: 6:48:05.786690
- B/E: 95 / 175 , Gen_loss: -0.36184695 MI_loss: 21.912073 Detection error: 0.009957373142242432 time: 6:48:06.680751
- B/E: 96 / 175 , Gen_loss: -0.36067426 MI_loss: 21.797733 Detection error: 0.009954571723937988 time: 6:48:07.603040
- B/E: 97 / 175 , Gen_loss: -0.36370128 MI_loss: 22.08207 Detection error: 0.009945452213287354 time: 6:48:08.493125
- B/E: 98 / 175 , Gen_loss: -0.35510927 MI_loss: 21.55119 Detection error: 0.009935915470123291 time: 6:48:09.376139
- B/E: 99 / 175 , Gen_loss: -0.35518032 MI_loss: 21.43088 Detection error: 0.009937167167663574 time: 6:48:10.258673
- B/E: 100 / 175 , Gen_loss: -0.3600141 MI_loss: 21.843082 Detection error: 0.009935975074768066 time: 6:48:11.149890
- B/E: 101 / 175 , Gen_loss: -0.35622066 MI_loss: 21.655615 Detection error: 0.009943008422851562 time: 6:48:12.038590
- B/E: 102 / 175 , Gen_loss: -0.35778913 MI_loss: 21.624725 Detection error: 0.009939610958099365 time: 6:48:12.939124
- B/E: 103 / 175 , Gen_loss: -0.36051235 MI_loss: 21.964434 Detection error: 0.00993722677230835 time: 6:48:13.845542
- B/E: 104 / 175 , Gen_loss: -0.35628346 MI_loss: 21.519598 Detection error: 0.009942233562469482 time: 6:48:14.744504
- B/E: 105 / 175 , Gen_loss: -0.3571669 MI_loss: 21.796587 Detection error: 0.00994253158569336 time: 6:48:15.718257
- B/E: 106 / 175 , Gen_loss: -0.36225706 MI_loss: 21.960203 Detection error: 0.00994044542312622 time: 6:48:16.638742
- B/E: 107 / 175 , Gen_loss: -0.36697105 MI_loss: 22.054445 Detection error: 0.009943008422851562 time: 6:48:17.548693
- B/E: 108 / 175 , Gen_loss: -0.35978982 MI_loss: 21.90734 Detection error: 0.009949266910552979 time: 6:48:18.448157
- B/E: 109 / 175 , Gen_loss: -0.36332843 MI_loss: 22.033913 Detection error: 0.009946048259735107 time: 6:48:19.346995
- B/E: 110 / 175 , Gen_loss: -0.35947824 MI_loss: 21.557074 Detection error: 0.009938359260559082 time: 6:48:20.267872
- B/E: 111 / 175 , Gen_loss: -0.36716485 MI_loss: 22.18626 Detection error: 0.009936928749084473 time: 6:48:21.167862
- B/E: 112 / 175 , Gen_loss: -0.36430123 MI_loss: 22.00572 Detection error: 0.009938061237335205 time: 6:48:22.067862
- B/E: 113 / 175 , Gen_loss: -0.35986802 MI_loss: 21.905853 Detection error: 0.00993967056274414 time: 6:48:22.969011
- B/E: 114 / 175 , Gen_loss: -0.3589228 MI_loss: 21.735786 Detection error: 0.00994265079498291 time: 6:48:23.877423
- B/E: 115 / 175 , Gen_loss: -0.35799178 MI_loss: 21.533735 Detection error: 0.009938597679138184 time: 6:48:24.775594
- B/E: 116 / 175 , Gen_loss: -0.35162276 MI_loss: 21.383032 Detection error: 0.009940683841705322 time: 6:48:25.672001
- B/E: 117 / 175 , Gen_loss: -0.34471214 MI_loss: 20.935621 Detection error: 0.009939372539520264 time: 6:48:26.571915
- B/E: 118 / 175 , Gen_loss: -0.3645213 MI_loss: 22.199749 Detection error: 0.00993436574935913 time: 6:48:27.467197
- B/E: 119 / 175 , Gen_loss: -0.35056067 MI_loss: 21.250294 Detection error: 0.009934663772583008 time: 6:48:28.364351
- B/E: 120 / 175 , Gen_loss: -0.3611208 MI_loss: 21.908947 Detection error: 0.00993567705154419 time: 6:48:29.265811
- B/E: 121 / 175 , Gen_loss: -0.35821417 MI_loss: 21.712786 Detection error: 0.00993800163269043 time: 6:48:30.259773
- B/E: 122 / 175 , Gen_loss: -0.36179778 MI_loss: 21.764505 Detection error: 0.009930610656738281 time: 6:48:31.158087
- B/E: 123 / 175 , Gen_loss: -0.3515934 MI_loss: 21.24579 Detection error: 0.009925425052642822 time: 6:48:32.056551
- B/E: 124 / 175 , Gen_loss: -0.3599046 MI_loss: 21.913433 Detection error: 0.009922266006469727 time: 6:48:32.956936
- B/E: 125 / 175 , Gen_loss: -0.35486916 MI_loss: 21.50446 Detection error: 0.009923338890075684 time: 6:48:33.858839
- B/E: 126 / 175 , Gen_loss: -0.3564512 MI_loss: 21.80791 Detection error: 0.009931623935699463 time: 6:48:34.756219
- B/E: 127 / 175 , Gen_loss: -0.34592575 MI_loss: 21.094248 Detection error: 0.009932875633239746 time: 6:48:35.657425
- B/E: 128 / 175 , Gen_loss: -0.36572647 MI_loss: 22.140947 Detection error: 0.009932875633239746 time: 6:48:36.558033
- B/E: 129 / 175 , Gen_loss: -0.34724146 MI_loss: 21.132603 Detection error: 0.009942054748535156 time: 6:48:37.459027
- B/E: 130 / 175 , Gen_loss: -0.35708046 MI_loss: 21.59636 Detection error: 0.009947776794433594 time: 6:48:38.356148
- B/E: 131 / 175 , Gen_loss: -0.35406995 MI_loss: 21.507458 Detection error: 0.009954571723937988 time: 6:48:39.255367
- B/E: 132 / 175 , Gen_loss: -0.36224154 MI_loss: 21.932322 Detection error: 0.009949028491973877 time: 6:48:40.151787
- B/E: 133 / 175 , Gen_loss: -0.35829192 MI_loss: 21.752275 Detection error: 0.009951472282409668 time: 6:48:41.046825
- B/E: 134 / 175 , Gen_loss: -0.3555685 MI_loss: 21.56289 Detection error: 0.009957432746887207 time: 6:48:41.950396
- B/E: 135 / 175 , Gen_loss: -0.35888508 MI_loss: 21.827946 Detection error: 0.009962320327758789 time: 6:48:42.847709
- B/E: 136 / 175 , Gen_loss: -0.3555511 MI_loss: 21.57371 Detection error: 0.009959399700164795 time: 6:48:43.743808
- B/E: 137 / 175 , Gen_loss: -0.35785982 MI_loss: 21.69491 Detection error: 0.00996488332748413 time: 6:48:44.727260
- B/E: 138 / 175 , Gen_loss: -0.35936692 MI_loss: 21.940578 Detection error: 0.009968757629394531 time: 6:48:45.551843
- B/E: 139 / 175 , Gen_loss: -0.35882485 MI_loss: 21.657364 Detection error: 0.009971857070922852 time: 6:48:46.407913
- B/E: 140 / 175 , Gen_loss: -0.36224526 MI_loss: 21.94263 Detection error: 0.009972989559173584 time: 6:48:47.287134
- B/E: 141 / 175 , Gen_loss: -0.3636889 MI_loss: 21.955103 Detection error: 0.00997006893157959 time: 6:48:48.173474
- B/E: 142 / 175 , Gen_loss: -0.36332408 MI_loss: 21.842709 Detection error: 0.009969651699066162 time: 6:48:49.060956
- B/E: 143 / 175 , Gen_loss: -0.35120654 MI_loss: 21.468386 Detection error: 0.009972631931304932 time: 6:48:49.945624
- B/E: 144 / 175 , Gen_loss: -0.35675663 MI_loss: 21.475359 Detection error: 0.009977996349334717 time: 6:48:50.829608
- B/E: 145 / 175 , Gen_loss: -0.35407713 MI_loss: 21.388803 Detection error: 0.00998157262802124 time: 6:48:51.727608
- B/E: 146 / 175 , Gen_loss: -0.35747206 MI_loss: 21.61451 Detection error: 0.009981513023376465 time: 6:48:52.610579
- B/E: 147 / 175 , Gen_loss: -0.3530471 MI_loss: 21.30354 Detection error: 0.009985029697418213 time: 6:48:53.500896
- B/E: 148 / 175 , Gen_loss: -0.36391613 MI_loss: 21.969677 Detection error: 0.009989738464355469 time: 6:48:54.379272
- B/E: 149 / 175 , Gen_loss: -0.35347793 MI_loss: 21.455873 Detection error: 0.009994804859161377 time: 6:48:55.298388
-
- Test Loss: 10.265402 Test Error: 0.01075834035873413
- -----
- EPOCH: 176
- B/E: 0 / 176 , Gen_loss: -0.35799038 MI_loss: 21.656057 Detection error: 0.010593771934509277 time: 6:48:57.281890
- B/E: 1 / 176 , Gen_loss: -0.35304 MI_loss: 21.183064 Detection error: 0.010562479496002197 time: 6:49:21.944435
- B/E: 2 / 176 , Gen_loss: -0.35238504 MI_loss: 21.29901 Detection error: 0.010114610195159912 time: 6:49:22.947609
- B/E: 3 / 176 , Gen_loss: -0.36407933 MI_loss: 22.039915 Detection error: 0.00992971658706665 time: 6:49:23.842076
- B/E: 4 / 176 , Gen_loss: -0.34946278 MI_loss: 21.385427 Detection error: 0.00989997386932373 time: 6:49:24.736376
- B/E: 5 / 176 , Gen_loss: -0.35967565 MI_loss: 21.928198 Detection error: 0.009890615940093994 time: 6:49:25.621270
- B/E: 6 / 176 , Gen_loss: -0.3542337 MI_loss: 21.52722 Detection error: 0.009982168674468994 time: 6:49:26.513159
- B/E: 7 / 176 , Gen_loss: -0.36192515 MI_loss: 21.98055 Detection error: 0.010023415088653564 time: 6:49:27.401158
- B/E: 8 / 176 , Gen_loss: -0.36018512 MI_loss: 21.744911 Detection error: 0.009954869747161865 time: 6:49:28.213388
- B/E: 9 / 176 , Gen_loss: -0.34875223 MI_loss: 21.205515 Detection error: 0.009928107261657715 time: 6:49:29.193518
- B/E: 10 / 176 , Gen_loss: -0.36827466 MI_loss: 22.284824 Detection error: 0.009889185428619385 time: 6:49:30.079695
- B/E: 11 / 176 , Gen_loss: -0.34823152 MI_loss: 21.176632 Detection error: 0.009947896003723145 time: 6:49:30.991181
- B/E: 12 / 176 , Gen_loss: -0.3538081 MI_loss: 21.391554 Detection error: 0.010024011135101318 time: 6:49:31.902206
- B/E: 13 / 176 , Gen_loss: -0.3616157 MI_loss: 21.93581 Detection error: 0.010015606880187988 time: 6:49:32.785696
- B/E: 14 / 176 , Gen_loss: -0.35744157 MI_loss: 21.560383 Detection error: 0.010020852088928223 time: 6:49:33.674464
- B/E: 15 / 176 , Gen_loss: -0.35834843 MI_loss: 21.780474 Detection error: 0.009996116161346436 time: 6:49:34.582550
- B/E: 16 / 176 , Gen_loss: -0.354847 MI_loss: 21.460846 Detection error: 0.009983479976654053 time: 6:49:35.386877
- B/E: 17 / 176 , Gen_loss: -0.35550195 MI_loss: 21.471426 Detection error: 0.009960055351257324 time: 6:49:36.243227
- B/E: 18 / 176 , Gen_loss: -0.34975997 MI_loss: 21.28366 Detection error: 0.009906232357025146 time: 6:49:37.221613
- B/E: 19 / 176 , Gen_loss: -0.3570548 MI_loss: 21.557451 Detection error: 0.009915649890899658 time: 6:49:38.109402
- B/E: 20 / 176 , Gen_loss: -0.3537018 MI_loss: 21.530737 Detection error: 0.009952366352081299 time: 6:49:38.991673
- B/E: 21 / 176 , Gen_loss: -0.35319084 MI_loss: 21.40909 Detection error: 0.009931802749633789 time: 6:49:39.880024
- B/E: 22 / 176 , Gen_loss: -0.3602936 MI_loss: 21.828957 Detection error: 0.009904921054840088 time: 6:49:40.766565
- B/E: 23 / 176 , Gen_loss: -0.36019182 MI_loss: 21.686602 Detection error: 0.00991147756576538 time: 6:49:41.640131
- B/E: 24 / 176 , Gen_loss: -0.36809126 MI_loss: 22.172462 Detection error: 0.009921252727508545 time: 6:49:42.556177
- B/E: 25 / 176 , Gen_loss: -0.35514125 MI_loss: 21.458824 Detection error: 0.009911060333251953 time: 6:49:43.445148
- B/E: 26 / 176 , Gen_loss: -0.3449096 MI_loss: 21.057827 Detection error: 0.009989559650421143 time: 6:49:44.331405
- B/E: 27 / 176 , Gen_loss: -0.368946 MI_loss: 22.522097 Detection error: 0.009998857975006104 time: 6:49:45.216454
- B/E: 28 / 176 , Gen_loss: -0.35808867 MI_loss: 21.790634 Detection error: 0.010010778903961182 time: 6:49:46.103760
- B/E: 29 / 176 , Gen_loss: -0.3606878 MI_loss: 21.836937 Detection error: 0.010017693042755127 time: 6:49:46.993758
- B/E: 30 / 176 , Gen_loss: -0.3587456 MI_loss: 21.796968 Detection error: 0.009987890720367432 time: 6:49:47.874507
- B/E: 31 / 176 , Gen_loss: -0.36086702 MI_loss: 21.83505 Detection error: 0.00997072458267212 time: 6:49:48.841343
- B/E: 32 / 176 , Gen_loss: -0.35459024 MI_loss: 21.392689 Detection error: 0.009974420070648193 time: 6:49:49.726468
- B/E: 33 / 176 , Gen_loss: -0.3576398 MI_loss: 21.670237 Detection error: 0.009959578514099121 time: 6:49:50.627764
- B/E: 34 / 176 , Gen_loss: -0.35158455 MI_loss: 21.43086 Detection error: 0.009955346584320068 time: 6:49:51.509237
- B/E: 35 / 176 , Gen_loss: -0.36080635 MI_loss: 21.690123 Detection error: 0.009937524795532227 time: 6:49:52.394300
- B/E: 36 / 176 , Gen_loss: -0.36726472 MI_loss: 22.246748 Detection error: 0.009932458400726318 time: 6:49:53.282841
- B/E: 37 / 176 , Gen_loss: -0.36268136 MI_loss: 22.039688 Detection error: 0.009943246841430664 time: 6:49:54.166166
- B/E: 38 / 176 , Gen_loss: -0.3614041 MI_loss: 21.936453 Detection error: 0.009950339794158936 time: 6:49:55.052339
- B/E: 39 / 176 , Gen_loss: -0.35674313 MI_loss: 21.491653 Detection error: 0.009943723678588867 time: 6:49:55.941831
- B/E: 40 / 176 , Gen_loss: -0.35797086 MI_loss: 21.774797 Detection error: 0.009937524795532227 time: 6:49:56.832354
- B/E: 41 / 176 , Gen_loss: -0.36627916 MI_loss: 22.260677 Detection error: 0.009948670864105225 time: 6:49:57.714600
- B/E: 42 / 176 , Gen_loss: -0.3561239 MI_loss: 21.631117 Detection error: 0.009932398796081543 time: 6:49:58.597388
- B/E: 43 / 176 , Gen_loss: -0.36950338 MI_loss: 22.303886 Detection error: 0.009931087493896484 time: 6:49:59.488924
- B/E: 44 / 176 , Gen_loss: -0.36343017 MI_loss: 21.973099 Detection error: 0.009939610958099365 time: 6:50:00.374368
- B/E: 45 / 176 , Gen_loss: -0.3557256 MI_loss: 21.685505 Detection error: 0.009949743747711182 time: 6:50:01.257919
- B/E: 46 / 176 , Gen_loss: -0.35572973 MI_loss: 21.475368 Detection error: 0.009958803653717041 time: 6:50:02.137316
- B/E: 47 / 176 , Gen_loss: -0.35912043 MI_loss: 21.809156 Detection error: 0.009964168071746826 time: 6:50:03.049079
- B/E: 48 / 176 , Gen_loss: -0.3690092 MI_loss: 22.33884 Detection error: 0.009982168674468994 time: 6:50:04.014821
- B/E: 49 / 176 , Gen_loss: -0.36100468 MI_loss: 21.794151 Detection error: 0.0099831223487854 time: 6:50:04.900206
- B/E: 50 / 176 , Gen_loss: -0.35287887 MI_loss: 21.325356 Detection error: 0.009990215301513672 time: 6:50:05.793074
- B/E: 51 / 176 , Gen_loss: -0.36113378 MI_loss: 22.13673 Detection error: 0.010001182556152344 time: 6:50:06.683663
- B/E: 52 / 176 , Gen_loss: -0.36261746 MI_loss: 21.708172 Detection error: 0.009990572929382324 time: 6:50:07.567627
- B/E: 53 / 176 , Gen_loss: -0.36179164 MI_loss: 21.799328 Detection error: 0.010006964206695557 time: 6:50:08.448344
- B/E: 54 / 176 , Gen_loss: -0.344555 MI_loss: 20.870333 Detection error: 0.010003387928009033 time: 6:50:09.364617
- B/E: 55 / 176 , Gen_loss: -0.35029835 MI_loss: 21.283932 Detection error: 0.009983241558074951 time: 6:50:10.252544
- B/E: 56 / 176 , Gen_loss: -0.37013823 MI_loss: 22.372276 Detection error: 0.009973108768463135 time: 6:50:11.136462
- B/E: 57 / 176 , Gen_loss: -0.37048593 MI_loss: 22.358866 Detection error: 0.009970366954803467 time: 6:50:12.043142
- B/E: 58 / 176 , Gen_loss: -0.3619751 MI_loss: 21.85963 Detection error: 0.009962379932403564 time: 6:50:12.925032
- B/E: 59 / 176 , Gen_loss: -0.356841 MI_loss: 21.652676 Detection error: 0.0099869966506958 time: 6:50:13.780331
- B/E: 60 / 176 , Gen_loss: -0.3576574 MI_loss: 21.750578 Detection error: 0.009972870349884033 time: 6:50:14.675481
- B/E: 61 / 176 , Gen_loss: -0.34768555 MI_loss: 21.089533 Detection error: 0.009979844093322754 time: 6:50:15.555811
- B/E: 62 / 176 , Gen_loss: -0.3625953 MI_loss: 21.980434 Detection error: 0.009983658790588379 time: 6:50:16.436290
- B/E: 63 / 176 , Gen_loss: -0.3684767 MI_loss: 22.438822 Detection error: 0.009982883930206299 time: 6:50:17.413566
- B/E: 64 / 176 , Gen_loss: -0.36055273 MI_loss: 21.979254 Detection error: 0.009972095489501953 time: 6:50:18.302950
- B/E: 65 / 176 , Gen_loss: -0.36605737 MI_loss: 22.216757 Detection error: 0.009975850582122803 time: 6:50:19.190339
- B/E: 66 / 176 , Gen_loss: -0.3580707 MI_loss: 21.6364 Detection error: 0.009971082210540771 time: 6:50:20.072278
- B/E: 67 / 176 , Gen_loss: -0.36627138 MI_loss: 22.097124 Detection error: 0.009970128536224365 time: 6:50:20.958102
- B/E: 68 / 176 , Gen_loss: -0.35915786 MI_loss: 21.850538 Detection error: 0.009970128536224365 time: 6:50:21.847788
- B/E: 69 / 176 , Gen_loss: -0.35568005 MI_loss: 21.576664 Detection error: 0.00997769832611084 time: 6:50:22.735259
- B/E: 70 / 176 , Gen_loss: -0.3705574 MI_loss: 22.388508 Detection error: 0.00997316837310791 time: 6:50:23.618825
- B/E: 71 / 176 , Gen_loss: -0.34223473 MI_loss: 20.846537 Detection error: 0.009970903396606445 time: 6:50:24.503563
- B/E: 72 / 176 , Gen_loss: -0.357781 MI_loss: 21.619284 Detection error: 0.009968757629394531 time: 6:50:25.395313
- B/E: 73 / 176 , Gen_loss: -0.36285886 MI_loss: 22.06074 Detection error: 0.009969592094421387 time: 6:50:26.275373
- B/E: 74 / 176 , Gen_loss: -0.35593086 MI_loss: 21.63653 Detection error: 0.00996541976928711 time: 6:50:27.161994
- B/E: 75 / 176 , Gen_loss: -0.35241508 MI_loss: 21.425274 Detection error: 0.00996255874633789 time: 6:50:28.059679
- B/E: 76 / 176 , Gen_loss: -0.35774985 MI_loss: 21.708302 Detection error: 0.009961426258087158 time: 6:50:28.940591
- B/E: 77 / 176 , Gen_loss: -0.36028752 MI_loss: 21.857664 Detection error: 0.009959936141967773 time: 6:50:29.824949
- B/E: 78 / 176 , Gen_loss: -0.35791737 MI_loss: 21.59682 Detection error: 0.00995492935180664 time: 6:50:30.715323
- B/E: 79 / 176 , Gen_loss: -0.3652325 MI_loss: 22.020857 Detection error: 0.009962499141693115 time: 6:50:31.682894
- B/E: 80 / 176 , Gen_loss: -0.36822584 MI_loss: 22.373745 Detection error: 0.009979546070098877 time: 6:50:32.569841
- B/E: 81 / 176 , Gen_loss: -0.36391246 MI_loss: 21.96697 Detection error: 0.009966850280761719 time: 6:50:33.459927
- B/E: 82 / 176 , Gen_loss: -0.34947723 MI_loss: 21.075256 Detection error: 0.00996309518814087 time: 6:50:34.346811
- B/E: 83 / 176 , Gen_loss: -0.3627862 MI_loss: 21.977837 Detection error: 0.009966909885406494 time: 6:50:35.229133
- B/E: 84 / 176 , Gen_loss: -0.35496652 MI_loss: 21.427542 Detection error: 0.00996541976928711 time: 6:50:36.105596
- B/E: 85 / 176 , Gen_loss: -0.3652047 MI_loss: 22.09438 Detection error: 0.009944796562194824 time: 6:50:36.990570
- B/E: 86 / 176 , Gen_loss: -0.35828465 MI_loss: 21.660284 Detection error: 0.009940743446350098 time: 6:50:37.879741
- B/E: 87 / 176 , Gen_loss: -0.35562912 MI_loss: 21.656921 Detection error: 0.00992971658706665 time: 6:50:38.758673
- B/E: 88 / 176 , Gen_loss: -0.36015043 MI_loss: 21.859642 Detection error: 0.009920299053192139 time: 6:50:39.639326
- B/E: 89 / 176 , Gen_loss: -0.35717615 MI_loss: 21.759773 Detection error: 0.00992882251739502 time: 6:50:40.524448
- B/E: 90 / 176 , Gen_loss: -0.35881388 MI_loss: 21.67678 Detection error: 0.009924769401550293 time: 6:50:41.406642
- B/E: 91 / 176 , Gen_loss: -0.35537696 MI_loss: 21.475693 Detection error: 0.00992971658706665 time: 6:50:42.287277
- B/E: 92 / 176 , Gen_loss: -0.35706085 MI_loss: 21.490633 Detection error: 0.009920001029968262 time: 6:50:43.172587
- B/E: 93 / 176 , Gen_loss: -0.36406922 MI_loss: 22.272614 Detection error: 0.009917914867401123 time: 6:50:44.068127
- B/E: 94 / 176 , Gen_loss: -0.35030136 MI_loss: 21.233059 Detection error: 0.009931564331054688 time: 6:50:44.951271
- B/E: 95 / 176 , Gen_loss: -0.3606302 MI_loss: 21.723103 Detection error: 0.009934544563293457 time: 6:50:45.913175
- B/E: 96 / 176 , Gen_loss: -0.3574038 MI_loss: 21.66101 Detection error: 0.009935259819030762 time: 6:50:46.828525
- B/E: 97 / 176 , Gen_loss: -0.35896075 MI_loss: 21.766191 Detection error: 0.009929180145263672 time: 6:50:47.718035
- B/E: 98 / 176 , Gen_loss: -0.3575345 MI_loss: 21.614388 Detection error: 0.009916961193084717 time: 6:50:48.605302
- B/E: 99 / 176 , Gen_loss: -0.36183596 MI_loss: 21.766962 Detection error: 0.009914398193359375 time: 6:50:49.490794
- B/E: 100 / 176 , Gen_loss: -0.36534157 MI_loss: 22.09307 Detection error: 0.00991833209991455 time: 6:50:50.399149
- B/E: 101 / 176 , Gen_loss: -0.3550557 MI_loss: 21.571716 Detection error: 0.009922802448272705 time: 6:50:51.283364
- B/E: 102 / 176 , Gen_loss: -0.35640848 MI_loss: 21.540628 Detection error: 0.009922921657562256 time: 6:50:52.166524
- B/E: 103 / 176 , Gen_loss: -0.36236233 MI_loss: 21.849636 Detection error: 0.009924590587615967 time: 6:50:53.018049
- B/E: 104 / 176 , Gen_loss: -0.36270523 MI_loss: 21.987667 Detection error: 0.009926795959472656 time: 6:50:53.861121
- B/E: 105 / 176 , Gen_loss: -0.3530634 MI_loss: 21.399366 Detection error: 0.009921848773956299 time: 6:50:54.759666
- B/E: 106 / 176 , Gen_loss: -0.34970424 MI_loss: 21.19192 Detection error: 0.009922921657562256 time: 6:50:55.638719
- B/E: 107 / 176 , Gen_loss: -0.35934636 MI_loss: 21.877472 Detection error: 0.009927690029144287 time: 6:50:56.525943
- B/E: 108 / 176 , Gen_loss: -0.34796602 MI_loss: 21.227383 Detection error: 0.009933769702911377 time: 6:50:57.482472
- B/E: 109 / 176 , Gen_loss: -0.3654842 MI_loss: 22.152687 Detection error: 0.009928405284881592 time: 6:50:58.378681
- B/E: 110 / 176 , Gen_loss: -0.3560139 MI_loss: 21.437952 Detection error: 0.009919226169586182 time: 6:50:59.265705
- B/E: 111 / 176 , Gen_loss: -0.36816427 MI_loss: 22.284897 Detection error: 0.009923577308654785 time: 6:51:00.246752
- B/E: 112 / 176 , Gen_loss: -0.3612811 MI_loss: 21.67746 Detection error: 0.009921729564666748 time: 6:51:01.132109
- B/E: 113 / 176 , Gen_loss: -0.3588063 MI_loss: 22.013987 Detection error: 0.0099257230758667 time: 6:51:02.018622
- B/E: 114 / 176 , Gen_loss: -0.363393 MI_loss: 22.101797 Detection error: 0.009924173355102539 time: 6:51:02.915942
- B/E: 115 / 176 , Gen_loss: -0.35586956 MI_loss: 21.478577 Detection error: 0.009924829006195068 time: 6:51:03.800075
- B/E: 116 / 176 , Gen_loss: -0.35121626 MI_loss: 21.322308 Detection error: 0.00992041826248169 time: 6:51:04.698151
- B/E: 117 / 176 , Gen_loss: -0.35438254 MI_loss: 21.571753 Detection error: 0.009922921657562256 time: 6:51:05.596460
- B/E: 118 / 176 , Gen_loss: -0.35944566 MI_loss: 21.684072 Detection error: 0.009916245937347412 time: 6:51:06.484926
- B/E: 119 / 176 , Gen_loss: -0.35504758 MI_loss: 21.453588 Detection error: 0.009914815425872803 time: 6:51:07.368201
- B/E: 120 / 176 , Gen_loss: -0.35834342 MI_loss: 21.864521 Detection error: 0.009912967681884766 time: 6:51:08.251610
- B/E: 121 / 176 , Gen_loss: -0.35310784 MI_loss: 21.417805 Detection error: 0.009920358657836914 time: 6:51:09.155850
- B/E: 122 / 176 , Gen_loss: -0.35448456 MI_loss: 21.45713 Detection error: 0.009912371635437012 time: 6:51:10.037981
- B/E: 123 / 176 , Gen_loss: -0.3594794 MI_loss: 21.765726 Detection error: 0.009907007217407227 time: 6:51:10.922357
- B/E: 124 / 176 , Gen_loss: -0.354139 MI_loss: 21.521841 Detection error: 0.00990450382232666 time: 6:51:11.809732
- B/E: 125 / 176 , Gen_loss: -0.35303122 MI_loss: 21.364746 Detection error: 0.00990825891494751 time: 6:51:12.692815
- B/E: 126 / 176 , Gen_loss: -0.3584002 MI_loss: 21.756409 Detection error: 0.009915828704833984 time: 6:51:13.574463
- B/E: 127 / 176 , Gen_loss: -0.3517616 MI_loss: 21.456326 Detection error: 0.009917259216308594 time: 6:51:14.491335
- B/E: 128 / 176 , Gen_loss: -0.35951677 MI_loss: 21.66375 Detection error: 0.00992274284362793 time: 6:51:15.360463
- B/E: 129 / 176 , Gen_loss: -0.35536578 MI_loss: 21.642893 Detection error: 0.009927630424499512 time: 6:51:16.244436
- B/E: 130 / 176 , Gen_loss: -0.3598215 MI_loss: 21.855833 Detection error: 0.009933710098266602 time: 6:51:17.132697
- B/E: 131 / 176 , Gen_loss: -0.35627884 MI_loss: 21.56417 Detection error: 0.009936809539794922 time: 6:51:18.014874
- B/E: 132 / 176 , Gen_loss: -0.35863724 MI_loss: 21.719376 Detection error: 0.009935617446899414 time: 6:51:18.899231
- B/E: 133 / 176 , Gen_loss: -0.36281443 MI_loss: 22.049255 Detection error: 0.009937047958374023 time: 6:51:19.779204
- B/E: 134 / 176 , Gen_loss: -0.35800615 MI_loss: 21.850122 Detection error: 0.009944438934326172 time: 6:51:20.666556
- B/E: 135 / 176 , Gen_loss: -0.36146683 MI_loss: 21.892769 Detection error: 0.009946942329406738 time: 6:51:21.554780
- B/E: 136 / 176 , Gen_loss: -0.36037484 MI_loss: 21.87062 Detection error: 0.009948194026947021 time: 6:51:22.441942
- B/E: 137 / 176 , Gen_loss: -0.35863993 MI_loss: 21.70176 Detection error: 0.009950876235961914 time: 6:51:23.328833
- B/E: 138 / 176 , Gen_loss: -0.35800922 MI_loss: 21.738697 Detection error: 0.009951412677764893 time: 6:51:24.239771
- B/E: 139 / 176 , Gen_loss: -0.36410603 MI_loss: 22.001339 Detection error: 0.009956896305084229 time: 6:51:25.149712
- B/E: 140 / 176 , Gen_loss: -0.3544648 MI_loss: 21.457628 Detection error: 0.009962081909179688 time: 6:51:26.031729
- B/E: 141 / 176 , Gen_loss: -0.36207244 MI_loss: 21.971106 Detection error: 0.009959042072296143 time: 6:51:26.912827
- B/E: 142 / 176 , Gen_loss: -0.3645727 MI_loss: 22.103123 Detection error: 0.009957611560821533 time: 6:51:27.815350
- B/E: 143 / 176 , Gen_loss: -0.3637603 MI_loss: 22.02624 Detection error: 0.009953558444976807 time: 6:51:28.793144
- B/E: 144 / 176 , Gen_loss: -0.35325152 MI_loss: 21.345507 Detection error: 0.009965300559997559 time: 6:51:29.675608
- B/E: 145 / 176 , Gen_loss: -0.3572179 MI_loss: 21.685123 Detection error: 0.009970664978027344 time: 6:51:30.558330
- B/E: 146 / 176 , Gen_loss: -0.36879134 MI_loss: 22.245388 Detection error: 0.009968936443328857 time: 6:51:31.446107
- B/E: 147 / 176 , Gen_loss: -0.35966763 MI_loss: 21.83219 Detection error: 0.009974241256713867 time: 6:51:32.325516
- B/E: 148 / 176 , Gen_loss: -0.36928773 MI_loss: 22.32631 Detection error: 0.009974837303161621 time: 6:51:33.212742
- B/E: 149 / 176 , Gen_loss: -0.3575767 MI_loss: 21.808594 Detection error: 0.009980618953704834 time: 6:51:34.097577
-
- Test Loss: 10.267929 Test Error: 0.010766685009002686
- -----
- EPOCH: 177
- B/E: 0 / 177 , Gen_loss: -0.3568659 MI_loss: 21.611515 Detection error: 0.010375022888183594 time: 6:51:36.055701
- B/E: 1 / 177 , Gen_loss: -0.34071627 MI_loss: 20.656263 Detection error: 0.01042187213897705 time: 6:52:00.171686
- B/E: 2 / 177 , Gen_loss: -0.35310364 MI_loss: 21.294613 Detection error: 0.01003122329711914 time: 6:52:01.103322
- B/E: 3 / 177 , Gen_loss: -0.35334712 MI_loss: 21.34942 Detection error: 0.009953141212463379 time: 6:52:01.993355
- B/E: 4 / 177 , Gen_loss: -0.35821518 MI_loss: 21.646982 Detection error: 0.00989997386932373 time: 6:52:02.882564
- B/E: 5 / 177 , Gen_loss: -0.35646448 MI_loss: 21.697748 Detection error: 0.009885430335998535 time: 6:52:03.850224
- B/E: 6 / 177 , Gen_loss: -0.3532483 MI_loss: 21.462692 Detection error: 0.009937524795532227 time: 6:52:04.757244
- B/E: 7 / 177 , Gen_loss: -0.36296907 MI_loss: 22.041666 Detection error: 0.009949207305908203 time: 6:52:05.639495
- B/E: 8 / 177 , Gen_loss: -0.36218843 MI_loss: 22.05766 Detection error: 0.009906232357025146 time: 6:52:06.519838
- B/E: 9 / 177 , Gen_loss: -0.35975593 MI_loss: 21.92884 Detection error: 0.00989377498626709 time: 6:52:07.403384
- B/E: 10 / 177 , Gen_loss: -0.35920873 MI_loss: 21.780703 Detection error: 0.009852290153503418 time: 6:52:08.293259
- B/E: 11 / 177 , Gen_loss: -0.36258635 MI_loss: 22.054672 Detection error: 0.00989842414855957 time: 6:52:09.176825
- B/E: 12 / 177 , Gen_loss: -0.35508367 MI_loss: 21.569534 Detection error: 0.00999760627746582 time: 6:52:10.061469
- B/E: 13 / 177 , Gen_loss: -0.36831248 MI_loss: 22.275352 Detection error: 0.009995520114898682 time: 6:52:10.947002
- B/E: 14 / 177 , Gen_loss: -0.36281648 MI_loss: 21.980398 Detection error: 0.01001042127609253 time: 6:52:11.830813
- B/E: 15 / 177 , Gen_loss: -0.36620945 MI_loss: 22.061388 Detection error: 0.009999990463256836 time: 6:52:12.718736
- B/E: 16 / 177 , Gen_loss: -0.37022793 MI_loss: 22.26014 Detection error: 0.00996321439743042 time: 6:52:13.606941
- B/E: 17 / 177 , Gen_loss: -0.36060244 MI_loss: 21.754524 Detection error: 0.009944438934326172 time: 6:52:14.421695
- B/E: 18 / 177 , Gen_loss: -0.35232234 MI_loss: 21.439785 Detection error: 0.009901344776153564 time: 6:52:15.314393
- B/E: 19 / 177 , Gen_loss: -0.36083102 MI_loss: 21.880861 Detection error: 0.009914040565490723 time: 6:52:16.197090
- B/E: 20 / 177 , Gen_loss: -0.35150522 MI_loss: 21.456417 Detection error: 0.009930074214935303 time: 6:52:17.184643
- B/E: 21 / 177 , Gen_loss: -0.3522112 MI_loss: 21.599167 Detection error: 0.00994032621383667 time: 6:52:18.065102
- B/E: 22 / 177 , Gen_loss: -0.3549523 MI_loss: 21.360323 Detection error: 0.00990760326385498 time: 6:52:18.945188
- B/E: 23 / 177 , Gen_loss: -0.35986453 MI_loss: 21.834908 Detection error: 0.00991278886795044 time: 6:52:19.829743
- B/E: 24 / 177 , Gen_loss: -0.36555424 MI_loss: 22.20088 Detection error: 0.009912490844726562 time: 6:52:20.725822
- B/E: 25 / 177 , Gen_loss: -0.362177 MI_loss: 21.813797 Detection error: 0.009912252426147461 time: 6:52:21.609494
- B/E: 26 / 177 , Gen_loss: -0.35402414 MI_loss: 21.61175 Detection error: 0.009982645511627197 time: 6:52:22.490164
- B/E: 27 / 177 , Gen_loss: -0.36996156 MI_loss: 22.558434 Detection error: 0.009998857975006104 time: 6:52:23.379097
- B/E: 28 / 177 , Gen_loss: -0.35853055 MI_loss: 21.62223 Detection error: 0.010004281997680664 time: 6:52:24.269094
- B/E: 29 / 177 , Gen_loss: -0.36243215 MI_loss: 22.11152 Detection error: 0.01000833511352539 time: 6:52:25.151461
- B/E: 30 / 177 , Gen_loss: -0.360482 MI_loss: 21.980791 Detection error: 0.009989917278289795 time: 6:52:26.037340
- B/E: 31 / 177 , Gen_loss: -0.354759 MI_loss: 21.550022 Detection error: 0.00996774435043335 time: 6:52:26.848768
- B/E: 32 / 177 , Gen_loss: -0.3633418 MI_loss: 22.020313 Detection error: 0.00997251272201538 time: 6:52:27.756420
- B/E: 33 / 177 , Gen_loss: -0.34436098 MI_loss: 20.86881 Detection error: 0.009939312934875488 time: 6:52:28.636672
- B/E: 34 / 177 , Gen_loss: -0.345747 MI_loss: 20.969507 Detection error: 0.009948194026947021 time: 6:52:29.522603
- B/E: 35 / 177 , Gen_loss: -0.36617234 MI_loss: 22.070992 Detection error: 0.009940087795257568 time: 6:52:30.410521
- B/E: 36 / 177 , Gen_loss: -0.3581068 MI_loss: 21.812635 Detection error: 0.009937524795532227 time: 6:52:31.380284
- B/E: 37 / 177 , Gen_loss: -0.36462647 MI_loss: 21.968952 Detection error: 0.009949028491973877 time: 6:52:32.264372
- B/E: 38 / 177 , Gen_loss: -0.356548 MI_loss: 21.576397 Detection error: 0.009959936141967773 time: 6:52:33.153929
- B/E: 39 / 177 , Gen_loss: -0.35859162 MI_loss: 21.701841 Detection error: 0.009948432445526123 time: 6:52:34.037190
- B/E: 40 / 177 , Gen_loss: -0.3447832 MI_loss: 20.902344 Detection error: 0.009947419166564941 time: 6:52:34.914329
- B/E: 41 / 177 , Gen_loss: -0.3665067 MI_loss: 22.237663 Detection error: 0.00994640588760376 time: 6:52:35.801780
- B/E: 42 / 177 , Gen_loss: -0.36623856 MI_loss: 22.055367 Detection error: 0.009931683540344238 time: 6:52:36.627060
- B/E: 43 / 177 , Gen_loss: -0.36346138 MI_loss: 22.045708 Detection error: 0.009943902492523193 time: 6:52:37.398248
- B/E: 44 / 177 , Gen_loss: -0.35768795 MI_loss: 21.776453 Detection error: 0.009942352771759033 time: 6:52:38.244764
- B/E: 45 / 177 , Gen_loss: -0.36505717 MI_loss: 22.193142 Detection error: 0.009952425956726074 time: 6:52:39.094303
- B/E: 46 / 177 , Gen_loss: -0.3521538 MI_loss: 21.39021 Detection error: 0.009966731071472168 time: 6:52:39.869097
- B/E: 47 / 177 , Gen_loss: -0.36489782 MI_loss: 22.033148 Detection error: 0.009965479373931885 time: 6:52:40.727647
- B/E: 48 / 177 , Gen_loss: -0.35428283 MI_loss: 21.494 Detection error: 0.009982764720916748 time: 6:52:41.609370
- B/E: 49 / 177 , Gen_loss: -0.35369587 MI_loss: 21.57493 Detection error: 0.00998002290725708 time: 6:52:42.517503
- B/E: 50 / 177 , Gen_loss: -0.34917095 MI_loss: 21.289362 Detection error: 0.009988367557525635 time: 6:52:43.405395
- B/E: 51 / 177 , Gen_loss: -0.35949442 MI_loss: 21.964016 Detection error: 0.009996414184570312 time: 6:52:44.294995
- B/E: 52 / 177 , Gen_loss: -0.362578 MI_loss: 22.080189 Detection error: 0.009989380836486816 time: 6:52:45.276452
- B/E: 53 / 177 , Gen_loss: -0.35522425 MI_loss: 21.44274 Detection error: 0.010001718997955322 time: 6:52:46.167620
- B/E: 54 / 177 , Gen_loss: -0.36169368 MI_loss: 21.925476 Detection error: 0.010007977485656738 time: 6:52:47.057878
- B/E: 55 / 177 , Gen_loss: -0.35491714 MI_loss: 21.510746 Detection error: 0.009987175464630127 time: 6:52:47.943612
- B/E: 56 / 177 , Gen_loss: -0.3639069 MI_loss: 22.073378 Detection error: 0.009976446628570557 time: 6:52:48.827605
- B/E: 57 / 177 , Gen_loss: -0.36258432 MI_loss: 21.993776 Detection error: 0.009976804256439209 time: 6:52:49.710708
- B/E: 58 / 177 , Gen_loss: -0.35155988 MI_loss: 21.245716 Detection error: 0.009969830513000488 time: 6:52:50.598077
- B/E: 59 / 177 , Gen_loss: -0.3604321 MI_loss: 21.856308 Detection error: 0.009982287883758545 time: 6:52:51.487465
- B/E: 60 / 177 , Gen_loss: -0.36195472 MI_loss: 21.924633 Detection error: 0.00997847318649292 time: 6:52:52.380826
- B/E: 61 / 177 , Gen_loss: -0.35403845 MI_loss: 21.572014 Detection error: 0.009989440441131592 time: 6:52:53.265140
- B/E: 62 / 177 , Gen_loss: -0.36287686 MI_loss: 22.031689 Detection error: 0.009992063045501709 time: 6:52:54.151559
- B/E: 63 / 177 , Gen_loss: -0.3540008 MI_loss: 21.541767 Detection error: 0.009984374046325684 time: 6:52:55.040872
- B/E: 64 / 177 , Gen_loss: -0.35910028 MI_loss: 21.938694 Detection error: 0.009988486766815186 time: 6:52:55.923489
- B/E: 65 / 177 , Gen_loss: -0.3527035 MI_loss: 21.318808 Detection error: 0.009988188743591309 time: 6:52:56.813118
- B/E: 66 / 177 , Gen_loss: -0.36221313 MI_loss: 21.891129 Detection error: 0.009988784790039062 time: 6:52:57.697121
- B/E: 67 / 177 , Gen_loss: -0.36002022 MI_loss: 21.661732 Detection error: 0.009985744953155518 time: 6:52:58.586657
- B/E: 68 / 177 , Gen_loss: -0.35707304 MI_loss: 21.664291 Detection error: 0.009986400604248047 time: 6:52:59.554323
- B/E: 69 / 177 , Gen_loss: -0.35790372 MI_loss: 21.670715 Detection error: 0.009993314743041992 time: 6:53:00.442833
- B/E: 70 / 177 , Gen_loss: -0.36121067 MI_loss: 21.96661 Detection error: 0.009986817836761475 time: 6:53:01.332156
- B/E: 71 / 177 , Gen_loss: -0.35790038 MI_loss: 21.7351 Detection error: 0.009984791278839111 time: 6:53:02.217686
- B/E: 72 / 177 , Gen_loss: -0.35893828 MI_loss: 21.780556 Detection error: 0.009982049465179443 time: 6:53:03.100050
- B/E: 73 / 177 , Gen_loss: -0.36281958 MI_loss: 22.066479 Detection error: 0.009984791278839111 time: 6:53:03.914882
- B/E: 74 / 177 , Gen_loss: -0.35819253 MI_loss: 21.751514 Detection error: 0.009985387325286865 time: 6:53:04.820197
- B/E: 75 / 177 , Gen_loss: -0.3592096 MI_loss: 21.749317 Detection error: 0.009971201419830322 time: 6:53:05.707172
- B/E: 76 / 177 , Gen_loss: -0.36200154 MI_loss: 21.863966 Detection error: 0.009977281093597412 time: 6:53:06.589357
- B/E: 77 / 177 , Gen_loss: -0.36166522 MI_loss: 22.008919 Detection error: 0.009977579116821289 time: 6:53:07.470940
- B/E: 78 / 177 , Gen_loss: -0.35442048 MI_loss: 21.367617 Detection error: 0.009969174861907959 time: 6:53:08.351895
- B/E: 79 / 177 , Gen_loss: -0.3552098 MI_loss: 21.57032 Detection error: 0.00997382402420044 time: 6:53:09.233434
- B/E: 80 / 177 , Gen_loss: -0.35342446 MI_loss: 21.390709 Detection error: 0.009988784790039062 time: 6:53:10.112863
- B/E: 81 / 177 , Gen_loss: -0.35918453 MI_loss: 21.766186 Detection error: 0.009983599185943604 time: 6:53:10.999289
- B/E: 82 / 177 , Gen_loss: -0.34864062 MI_loss: 21.207111 Detection error: 0.00998079776763916 time: 6:53:11.885930
- B/E: 83 / 177 , Gen_loss: -0.36194426 MI_loss: 21.842667 Detection error: 0.009978413581848145 time: 6:53:12.767592
- B/E: 84 / 177 , Gen_loss: -0.355035 MI_loss: 21.603943 Detection error: 0.009978652000427246 time: 6:53:13.730170
- B/E: 85 / 177 , Gen_loss: -0.35229677 MI_loss: 21.290289 Detection error: 0.009958922863006592 time: 6:53:14.613550
- B/E: 86 / 177 , Gen_loss: -0.35997677 MI_loss: 21.748373 Detection error: 0.0099526047706604 time: 6:53:15.499936
- B/E: 87 / 177 , Gen_loss: -0.35879973 MI_loss: 21.49846 Detection error: 0.009947776794433594 time: 6:53:16.381713
- B/E: 88 / 177 , Gen_loss: -0.3672612 MI_loss: 22.235449 Detection error: 0.00993257761001587 time: 6:53:17.301117
- B/E: 89 / 177 , Gen_loss: -0.35716859 MI_loss: 21.76154 Detection error: 0.00994199514389038 time: 6:53:18.183439
- B/E: 90 / 177 , Gen_loss: -0.35773188 MI_loss: 21.604525 Detection error: 0.009941637516021729 time: 6:53:19.070211
- B/E: 91 / 177 , Gen_loss: -0.34084126 MI_loss: 20.755302 Detection error: 0.009947001934051514 time: 6:53:19.976720
- B/E: 92 / 177 , Gen_loss: -0.3566901 MI_loss: 21.641434 Detection error: 0.009936511516571045 time: 6:53:20.862712
- B/E: 93 / 177 , Gen_loss: -0.3609206 MI_loss: 21.768265 Detection error: 0.009932160377502441 time: 6:53:21.749168
- B/E: 94 / 177 , Gen_loss: -0.35249662 MI_loss: 21.604343 Detection error: 0.009947717189788818 time: 6:53:22.637070
- B/E: 95 / 177 , Gen_loss: -0.36201867 MI_loss: 21.879673 Detection error: 0.009950220584869385 time: 6:53:23.525661
- B/E: 96 / 177 , Gen_loss: -0.35971266 MI_loss: 21.780981 Detection error: 0.009952962398529053 time: 6:53:24.379863
- B/E: 97 / 177 , Gen_loss: -0.3644838 MI_loss: 22.126278 Detection error: 0.009945452213287354 time: 6:53:25.224152
- B/E: 98 / 177 , Gen_loss: -0.36725467 MI_loss: 22.298275 Detection error: 0.009931802749633789 time: 6:53:26.121898
- B/E: 99 / 177 , Gen_loss: -0.3672313 MI_loss: 22.326561 Detection error: 0.009929060935974121 time: 6:53:27.006735
- B/E: 100 / 177 , Gen_loss: -0.36476412 MI_loss: 22.072666 Detection error: 0.009934425354003906 time: 6:53:27.910142
- B/E: 101 / 177 , Gen_loss: -0.35779735 MI_loss: 21.659233 Detection error: 0.009939312934875488 time: 6:53:28.710868
- B/E: 102 / 177 , Gen_loss: -0.3576475 MI_loss: 21.818037 Detection error: 0.009938418865203857 time: 6:53:29.609926
- B/E: 103 / 177 , Gen_loss: -0.35699165 MI_loss: 21.742392 Detection error: 0.009939908981323242 time: 6:53:30.490978
- B/E: 104 / 177 , Gen_loss: -0.36663342 MI_loss: 22.195057 Detection error: 0.009941637516021729 time: 6:53:31.377044
- B/E: 105 / 177 , Gen_loss: -0.3553706 MI_loss: 21.574768 Detection error: 0.009936332702636719 time: 6:53:32.263071
- B/E: 106 / 177 , Gen_loss: -0.36249194 MI_loss: 21.96099 Detection error: 0.009936332702636719 time: 6:53:33.146270
- B/E: 107 / 177 , Gen_loss: -0.35570127 MI_loss: 21.670399 Detection error: 0.009943008422851562 time: 6:53:33.955654
- B/E: 108 / 177 , Gen_loss: -0.35343143 MI_loss: 21.381413 Detection error: 0.009944379329681396 time: 6:53:34.784052
- B/E: 109 / 177 , Gen_loss: -0.36951825 MI_loss: 22.438131 Detection error: 0.009939789772033691 time: 6:53:35.665686
- B/E: 110 / 177 , Gen_loss: -0.36123085 MI_loss: 21.85974 Detection error: 0.009935259819030762 time: 6:53:36.555111
- B/E: 111 / 177 , Gen_loss: -0.36723036 MI_loss: 22.3332 Detection error: 0.009934723377227783 time: 6:53:37.438477
- B/E: 112 / 177 , Gen_loss: -0.35733014 MI_loss: 21.681015 Detection error: 0.009934484958648682 time: 6:53:38.320750
- B/E: 113 / 177 , Gen_loss: -0.3726338 MI_loss: 22.58586 Detection error: 0.009938061237335205 time: 6:53:39.205378
- B/E: 114 / 177 , Gen_loss: -0.3614213 MI_loss: 21.994164 Detection error: 0.00993967056274414 time: 6:53:40.096771
- B/E: 115 / 177 , Gen_loss: -0.3708324 MI_loss: 22.449612 Detection error: 0.00994020700454712 time: 6:53:40.980231
- B/E: 116 / 177 , Gen_loss: -0.35616198 MI_loss: 21.592789 Detection error: 0.009937763214111328 time: 6:53:41.944776
- B/E: 117 / 177 , Gen_loss: -0.3548881 MI_loss: 21.753119 Detection error: 0.00994330644607544 time: 6:53:42.827339
- B/E: 118 / 177 , Gen_loss: -0.34858263 MI_loss: 20.901848 Detection error: 0.009937763214111328 time: 6:53:43.717290
- B/E: 119 / 177 , Gen_loss: -0.35153443 MI_loss: 21.428545 Detection error: 0.009936690330505371 time: 6:53:44.601769
- B/E: 120 / 177 , Gen_loss: -0.3523757 MI_loss: 21.419277 Detection error: 0.009933888912200928 time: 6:53:45.485332
- B/E: 121 / 177 , Gen_loss: -0.35709104 MI_loss: 21.864985 Detection error: 0.009938240051269531 time: 6:53:46.369228
- B/E: 122 / 177 , Gen_loss: -0.36868453 MI_loss: 22.36168 Detection error: 0.009928584098815918 time: 6:53:47.186413
- B/E: 123 / 177 , Gen_loss: -0.36537942 MI_loss: 22.0373 Detection error: 0.009922385215759277 time: 6:53:47.991008
- B/E: 124 / 177 , Gen_loss: -0.35603735 MI_loss: 21.710567 Detection error: 0.009922266006469727 time: 6:53:48.885312
- B/E: 125 / 177 , Gen_loss: -0.3670565 MI_loss: 22.189426 Detection error: 0.009923875331878662 time: 6:53:49.729544
- B/E: 126 / 177 , Gen_loss: -0.35307443 MI_loss: 21.534382 Detection error: 0.009933829307556152 time: 6:53:50.579375
- B/E: 127 / 177 , Gen_loss: -0.3576022 MI_loss: 21.61073 Detection error: 0.009931623935699463 time: 6:53:51.457293
- B/E: 128 / 177 , Gen_loss: -0.34922916 MI_loss: 21.160873 Detection error: 0.009936988353729248 time: 6:53:52.349382
- B/E: 129 / 177 , Gen_loss: -0.36266327 MI_loss: 22.010468 Detection error: 0.009941816329956055 time: 6:53:53.234188
- B/E: 130 / 177 , Gen_loss: -0.35932145 MI_loss: 21.657658 Detection error: 0.009948492050170898 time: 6:53:54.087420
- B/E: 131 / 177 , Gen_loss: -0.3584414 MI_loss: 21.640675 Detection error: 0.009953618049621582 time: 6:53:55.018229
- B/E: 132 / 177 , Gen_loss: -0.35725483 MI_loss: 21.602587 Detection error: 0.009945511817932129 time: 6:53:55.980374
- B/E: 133 / 177 , Gen_loss: -0.3595144 MI_loss: 21.843164 Detection error: 0.009951472282409668 time: 6:53:56.859807
- B/E: 134 / 177 , Gen_loss: -0.3607339 MI_loss: 21.99825 Detection error: 0.00996088981628418 time: 6:53:57.688291
- B/E: 135 / 177 , Gen_loss: -0.3562184 MI_loss: 21.605959 Detection error: 0.009960472583770752 time: 6:53:58.507984
- B/E: 136 / 177 , Gen_loss: -0.36193314 MI_loss: 21.953915 Detection error: 0.00996464490890503 time: 6:53:59.398398
- B/E: 137 / 177 , Gen_loss: -0.34438857 MI_loss: 20.744766 Detection error: 0.0099678635597229 time: 6:54:00.278119
- B/E: 138 / 177 , Gen_loss: -0.35776496 MI_loss: 21.75098 Detection error: 0.009969890117645264 time: 6:54:01.160077
- B/E: 139 / 177 , Gen_loss: -0.36429447 MI_loss: 22.17394 Detection error: 0.009978115558624268 time: 6:54:02.048136
- B/E: 140 / 177 , Gen_loss: -0.34540334 MI_loss: 21.026777 Detection error: 0.00997626781463623 time: 6:54:02.930656
- B/E: 141 / 177 , Gen_loss: -0.3580873 MI_loss: 21.710361 Detection error: 0.009975135326385498 time: 6:54:03.816593
- B/E: 142 / 177 , Gen_loss: -0.3518629 MI_loss: 21.35793 Detection error: 0.009975314140319824 time: 6:54:04.706066
- B/E: 143 / 177 , Gen_loss: -0.36348403 MI_loss: 21.98964 Detection error: 0.009973764419555664 time: 6:54:05.589840
- B/E: 144 / 177 , Gen_loss: -0.35127136 MI_loss: 21.332968 Detection error: 0.009983837604522705 time: 6:54:06.473144
- B/E: 145 / 177 , Gen_loss: -0.34605804 MI_loss: 20.91003 Detection error: 0.009990811347961426 time: 6:54:07.358937
- B/E: 146 / 177 , Gen_loss: -0.36482933 MI_loss: 22.068935 Detection error: 0.009991288185119629 time: 6:54:08.173140
- B/E: 147 / 177 , Gen_loss: -0.3495049 MI_loss: 21.136026 Detection error: 0.009990513324737549 time: 6:54:08.946345
- B/E: 148 / 177 , Gen_loss: -0.37272376 MI_loss: 22.464565 Detection error: 0.009992241859436035 time: 6:54:09.937786
- B/E: 149 / 177 , Gen_loss: -0.34936213 MI_loss: 21.277866 Detection error: 0.010000824928283691 time: 6:54:10.848153
-
- Test Loss: 10.2656145 Test Error: 0.010808348655700684
- -----
- EPOCH: 178
- B/E: 0 / 178 , Gen_loss: -0.35410586 MI_loss: 21.552698 Detection error: 0.010500013828277588 time: 6:54:12.804001
- B/E: 1 / 178 , Gen_loss: -0.3510655 MI_loss: 21.296642 Detection error: 0.010468721389770508 time: 6:54:37.114987
- B/E: 2 / 178 , Gen_loss: -0.35718867 MI_loss: 21.579777 Detection error: 0.009864568710327148 time: 6:54:38.052694
- B/E: 3 / 178 , Gen_loss: -0.34805968 MI_loss: 21.035973 Detection error: 0.009656250476837158 time: 6:54:38.934260
- B/E: 4 / 178 , Gen_loss: -0.35858774 MI_loss: 21.631159 Detection error: 0.009806275367736816 time: 6:54:39.813150
- B/E: 5 / 178 , Gen_loss: -0.35721976 MI_loss: 21.900003 Detection error: 0.009817719459533691 time: 6:54:40.699868
- B/E: 6 / 178 , Gen_loss: -0.34864363 MI_loss: 21.33889 Detection error: 0.009901762008666992 time: 6:54:41.583364
- B/E: 7 / 178 , Gen_loss: -0.36912355 MI_loss: 22.396896 Detection error: 0.009937524795532227 time: 6:54:42.463523
- B/E: 8 / 178 , Gen_loss: -0.36884123 MI_loss: 22.344715 Detection error: 0.009857654571533203 time: 6:54:43.341496
- B/E: 9 / 178 , Gen_loss: -0.35402945 MI_loss: 21.553799 Detection error: 0.009837508201599121 time: 6:54:44.227805
- B/E: 10 / 178 , Gen_loss: -0.36630577 MI_loss: 22.22692 Detection error: 0.009883522987365723 time: 6:54:45.211721
- B/E: 11 / 178 , Gen_loss: -0.36291257 MI_loss: 21.962461 Detection error: 0.0098801851272583 time: 6:54:46.089276
- B/E: 12 / 178 , Gen_loss: -0.35841814 MI_loss: 21.693045 Detection error: 0.009956717491149902 time: 6:54:46.974987
- B/E: 13 / 178 , Gen_loss: -0.35988533 MI_loss: 21.752577 Detection error: 0.009953141212463379 time: 6:54:47.865608
- B/E: 14 / 178 , Gen_loss: -0.3628568 MI_loss: 21.969702 Detection error: 0.009920835494995117 time: 6:54:48.747940
- B/E: 15 / 178 , Gen_loss: -0.35354263 MI_loss: 21.374754 Detection error: 0.009972631931304932 time: 6:54:49.705187
- B/E: 16 / 178 , Gen_loss: -0.36443532 MI_loss: 22.097696 Detection error: 0.009931981563568115 time: 6:54:50.595339
- B/E: 17 / 178 , Gen_loss: -0.35722452 MI_loss: 21.627066 Detection error: 0.009909749031066895 time: 6:54:51.479519
- B/E: 18 / 178 , Gen_loss: -0.35932264 MI_loss: 21.795465 Detection error: 0.00984048843383789 time: 6:54:52.363312
- B/E: 19 / 178 , Gen_loss: -0.35106203 MI_loss: 21.260235 Detection error: 0.009864091873168945 time: 6:54:53.252041
- B/E: 20 / 178 , Gen_loss: -0.35319963 MI_loss: 21.582726 Detection error: 0.009900271892547607 time: 6:54:54.139256
- B/E: 21 / 178 , Gen_loss: -0.3563196 MI_loss: 21.577442 Detection error: 0.009873569011688232 time: 6:54:55.020014
- B/E: 22 / 178 , Gen_loss: -0.363602 MI_loss: 22.083586 Detection error: 0.009876370429992676 time: 6:54:55.897976
- B/E: 23 / 178 , Gen_loss: -0.35898045 MI_loss: 21.697 Detection error: 0.009854137897491455 time: 6:54:56.783621
- B/E: 24 / 178 , Gen_loss: -0.35984942 MI_loss: 21.89553 Detection error: 0.009880006313323975 time: 6:54:57.598717
- B/E: 25 / 178 , Gen_loss: -0.35456213 MI_loss: 21.442907 Detection error: 0.009891808032989502 time: 6:54:58.453396
- B/E: 26 / 178 , Gen_loss: -0.3569163 MI_loss: 21.698751 Detection error: 0.00994563102722168 time: 6:54:59.328954
- B/E: 27 / 178 , Gen_loss: -0.35313705 MI_loss: 21.55015 Detection error: 0.00994640588760376 time: 6:55:00.218812
- B/E: 28 / 178 , Gen_loss: -0.36022392 MI_loss: 21.82788 Detection error: 0.009977400302886963 time: 6:55:01.100823
- B/E: 29 / 178 , Gen_loss: -0.3612831 MI_loss: 21.80224 Detection error: 0.009995818138122559 time: 6:55:01.985975
- B/E: 30 / 178 , Gen_loss: -0.34780502 MI_loss: 21.007208 Detection error: 0.00995868444442749 time: 6:55:02.872632
- B/E: 31 / 178 , Gen_loss: -0.3557694 MI_loss: 21.36645 Detection error: 0.009943366050720215 time: 6:55:03.753575
- B/E: 32 / 178 , Gen_loss: -0.3564324 MI_loss: 21.543856 Detection error: 0.009938418865203857 time: 6:55:04.656184
- B/E: 33 / 178 , Gen_loss: -0.35776487 MI_loss: 21.635048 Detection error: 0.00992739200592041 time: 6:55:05.542768
- B/E: 34 / 178 , Gen_loss: -0.35589617 MI_loss: 21.587332 Detection error: 0.009921431541442871 time: 6:55:06.429513
- B/E: 35 / 178 , Gen_loss: -0.36281264 MI_loss: 21.951511 Detection error: 0.009914934635162354 time: 6:55:07.309384
- B/E: 36 / 178 , Gen_loss: -0.36661044 MI_loss: 22.226185 Detection error: 0.009906232357025146 time: 6:55:08.195378
- B/E: 37 / 178 , Gen_loss: -0.36378816 MI_loss: 22.102833 Detection error: 0.009915292263031006 time: 6:55:09.083122
- B/E: 38 / 178 , Gen_loss: -0.3598913 MI_loss: 21.761223 Detection error: 0.009947121143341064 time: 6:55:09.971767
- B/E: 39 / 178 , Gen_loss: -0.36883208 MI_loss: 22.294878 Detection error: 0.009918749332427979 time: 6:55:10.854267
- B/E: 40 / 178 , Gen_loss: -0.35951024 MI_loss: 21.819056 Detection error: 0.009923756122589111 time: 6:55:11.738159
- B/E: 41 / 178 , Gen_loss: -0.35304984 MI_loss: 21.439493 Detection error: 0.009926319122314453 time: 6:55:12.736211
- B/E: 42 / 178 , Gen_loss: -0.36057147 MI_loss: 21.849236 Detection error: 0.009906947612762451 time: 6:55:13.624187
- B/E: 43 / 178 , Gen_loss: -0.36495677 MI_loss: 21.998516 Detection error: 0.009910523891448975 time: 6:55:14.508738
- B/E: 44 / 178 , Gen_loss: -0.35160786 MI_loss: 21.507717 Detection error: 0.00993126630783081 time: 6:55:15.419241
- B/E: 45 / 178 , Gen_loss: -0.35538623 MI_loss: 21.3427 Detection error: 0.009938180446624756 time: 6:55:16.306997
- B/E: 46 / 178 , Gen_loss: -0.3614503 MI_loss: 21.86437 Detection error: 0.009939491748809814 time: 6:55:17.198496
- B/E: 47 / 178 , Gen_loss: -0.36484578 MI_loss: 21.977573 Detection error: 0.009949862957000732 time: 6:55:18.080944
- B/E: 48 / 178 , Gen_loss: -0.35924605 MI_loss: 21.764893 Detection error: 0.009954690933227539 time: 6:55:18.971306
- B/E: 49 / 178 , Gen_loss: -0.35117972 MI_loss: 21.403358 Detection error: 0.009968757629394531 time: 6:55:19.858246
- B/E: 50 / 178 , Gen_loss: -0.35386536 MI_loss: 21.489944 Detection error: 0.009971797466278076 time: 6:55:20.705354
- B/E: 51 / 178 , Gen_loss: -0.35668525 MI_loss: 21.677202 Detection error: 0.009981989860534668 time: 6:55:21.478356
- B/E: 52 / 178 , Gen_loss: -0.3641225 MI_loss: 21.9333 Detection error: 0.009980559349060059 time: 6:55:22.251158
- B/E: 53 / 178 , Gen_loss: -0.37014714 MI_loss: 22.429722 Detection error: 0.009997129440307617 time: 6:55:23.034379
- B/E: 54 / 178 , Gen_loss: -0.3454831 MI_loss: 20.830807 Detection error: 0.010004520416259766 time: 6:55:23.831231
- B/E: 55 / 178 , Gen_loss: -0.3580656 MI_loss: 21.53567 Detection error: 0.009975433349609375 time: 6:55:24.724335
- B/E: 56 / 178 , Gen_loss: -0.36261606 MI_loss: 21.941917 Detection error: 0.009956121444702148 time: 6:55:25.613583
- B/E: 57 / 178 , Gen_loss: -0.36442906 MI_loss: 22.124798 Detection error: 0.009960651397705078 time: 6:55:26.595049
- B/E: 58 / 178 , Gen_loss: -0.35723957 MI_loss: 21.695957 Detection error: 0.009956538677215576 time: 6:55:27.482954
- B/E: 59 / 178 , Gen_loss: -0.35051182 MI_loss: 21.268707 Detection error: 0.009967684745788574 time: 6:55:28.371410
- B/E: 60 / 178 , Gen_loss: -0.36250192 MI_loss: 22.009375 Detection error: 0.009961605072021484 time: 6:55:29.258398
- B/E: 61 / 178 , Gen_loss: -0.35432577 MI_loss: 21.360773 Detection error: 0.009971261024475098 time: 6:55:30.144145
- B/E: 62 / 178 , Gen_loss: -0.36519945 MI_loss: 22.140856 Detection error: 0.009977161884307861 time: 6:55:31.029838
- B/E: 63 / 178 , Gen_loss: -0.35415998 MI_loss: 21.62429 Detection error: 0.009978055953979492 time: 6:55:31.890218
- B/E: 64 / 178 , Gen_loss: -0.35482466 MI_loss: 21.558165 Detection error: 0.00997304916381836 time: 6:55:32.754324
- B/E: 65 / 178 , Gen_loss: -0.35856825 MI_loss: 21.591764 Detection error: 0.00997251272201538 time: 6:55:33.638052
- B/E: 66 / 178 , Gen_loss: -0.36908066 MI_loss: 22.425879 Detection error: 0.009973883628845215 time: 6:55:34.524002
- B/E: 67 / 178 , Gen_loss: -0.3589322 MI_loss: 21.591534 Detection error: 0.009962797164916992 time: 6:55:35.405197
- B/E: 68 / 178 , Gen_loss: -0.35307157 MI_loss: 21.409132 Detection error: 0.009964227676391602 time: 6:55:36.290015
- B/E: 69 / 178 , Gen_loss: -0.35049254 MI_loss: 21.337711 Detection error: 0.009976804256439209 time: 6:55:37.176023
- B/E: 70 / 178 , Gen_loss: -0.3648808 MI_loss: 22.050907 Detection error: 0.009969174861907959 time: 6:55:38.063116
- B/E: 71 / 178 , Gen_loss: -0.3527955 MI_loss: 21.429136 Detection error: 0.00997006893157959 time: 6:55:38.951621
- B/E: 72 / 178 , Gen_loss: -0.36902475 MI_loss: 22.48049 Detection error: 0.00996488332748413 time: 6:55:39.839908
- B/E: 73 / 178 , Gen_loss: -0.35768697 MI_loss: 21.582006 Detection error: 0.00996410846710205 time: 6:55:40.807761
- B/E: 74 / 178 , Gen_loss: -0.36275575 MI_loss: 22.072609 Detection error: 0.009962916374206543 time: 6:55:41.690020
- B/E: 75 / 178 , Gen_loss: -0.3496166 MI_loss: 21.300234 Detection error: 0.009960532188415527 time: 6:55:42.575085
- B/E: 76 / 178 , Gen_loss: -0.3427816 MI_loss: 20.882423 Detection error: 0.009965896606445312 time: 6:55:43.462910
- B/E: 77 / 178 , Gen_loss: -0.3594707 MI_loss: 21.768461 Detection error: 0.009955108165740967 time: 6:55:44.353602
- B/E: 78 / 178 , Gen_loss: -0.34848136 MI_loss: 20.97759 Detection error: 0.009954094886779785 time: 6:55:45.254877
- B/E: 79 / 178 , Gen_loss: -0.36462772 MI_loss: 22.135273 Detection error: 0.009961724281311035 time: 6:55:46.144122
- B/E: 80 / 178 , Gen_loss: -0.35233244 MI_loss: 21.439098 Detection error: 0.009972989559173584 time: 6:55:47.036545
- B/E: 81 / 178 , Gen_loss: -0.3597789 MI_loss: 21.76727 Detection error: 0.009962677955627441 time: 6:55:47.924724
- B/E: 82 / 178 , Gen_loss: -0.36241415 MI_loss: 21.959614 Detection error: 0.009963452816009521 time: 6:55:48.814227
- B/E: 83 / 178 , Gen_loss: -0.35432318 MI_loss: 21.53041 Detection error: 0.00996166467666626 time: 6:55:49.699126
- B/E: 84 / 178 , Gen_loss: -0.35602772 MI_loss: 21.584091 Detection error: 0.009958088397979736 time: 6:55:50.613606
- B/E: 85 / 178 , Gen_loss: -0.360863 MI_loss: 21.867752 Detection error: 0.009940028190612793 time: 6:55:51.499954
- B/E: 86 / 178 , Gen_loss: -0.3515735 MI_loss: 21.274286 Detection error: 0.009938955307006836 time: 6:55:52.384423
- B/E: 87 / 178 , Gen_loss: -0.36039224 MI_loss: 21.879593 Detection error: 0.00992363691329956 time: 6:55:53.290669
- B/E: 88 / 178 , Gen_loss: -0.35512862 MI_loss: 21.509975 Detection error: 0.0099143385887146 time: 6:55:54.120422
- B/E: 89 / 178 , Gen_loss: -0.3538405 MI_loss: 21.344913 Detection error: 0.009918749332427979 time: 6:55:55.011465
- B/E: 90 / 178 , Gen_loss: -0.3574785 MI_loss: 21.657604 Detection error: 0.009924769401550293 time: 6:55:55.906721
- B/E: 91 / 178 , Gen_loss: -0.35864347 MI_loss: 21.746906 Detection error: 0.009935140609741211 time: 6:55:56.794517
- B/E: 92 / 178 , Gen_loss: -0.35812685 MI_loss: 21.753681 Detection error: 0.009922027587890625 time: 6:55:57.678401
- B/E: 93 / 178 , Gen_loss: -0.35632312 MI_loss: 21.718788 Detection error: 0.009916901588439941 time: 6:55:58.561180
- B/E: 94 / 178 , Gen_loss: -0.35358158 MI_loss: 21.445135 Detection error: 0.009930908679962158 time: 6:55:59.447234
- B/E: 95 / 178 , Gen_loss: -0.35977724 MI_loss: 21.820467 Detection error: 0.009931623935699463 time: 6:56:00.331628
- B/E: 96 / 178 , Gen_loss: -0.35898286 MI_loss: 21.613026 Detection error: 0.009934604167938232 time: 6:56:01.218900
- B/E: 97 / 178 , Gen_loss: -0.3625293 MI_loss: 21.941868 Detection error: 0.009928584098815918 time: 6:56:02.103855
- B/E: 98 / 178 , Gen_loss: -0.35031608 MI_loss: 21.231295 Detection error: 0.009911954402923584 time: 6:56:02.990015
- B/E: 99 / 178 , Gen_loss: -0.35821494 MI_loss: 21.74355 Detection error: 0.00991278886795044 time: 6:56:03.870615
- B/E: 100 / 178 , Gen_loss: -0.36240247 MI_loss: 22.029142 Detection error: 0.00991833209991455 time: 6:56:04.757710
- B/E: 101 / 178 , Gen_loss: -0.34922424 MI_loss: 21.25955 Detection error: 0.009919404983520508 time: 6:56:05.642949
- B/E: 102 / 178 , Gen_loss: -0.35999402 MI_loss: 21.747112 Detection error: 0.009920179843902588 time: 6:56:06.528070
- B/E: 103 / 178 , Gen_loss: -0.35331136 MI_loss: 21.33722 Detection error: 0.009918272495269775 time: 6:56:07.416435
- B/E: 104 / 178 , Gen_loss: -0.36334702 MI_loss: 21.893122 Detection error: 0.009920835494995117 time: 6:56:08.303491
- B/E: 105 / 178 , Gen_loss: -0.34992224 MI_loss: 21.335175 Detection error: 0.009924232959747314 time: 6:56:09.273146
- B/E: 106 / 178 , Gen_loss: -0.3734121 MI_loss: 22.578812 Detection error: 0.009923756122589111 time: 6:56:10.160819
- B/E: 107 / 178 , Gen_loss: -0.3601891 MI_loss: 21.920818 Detection error: 0.009927093982696533 time: 6:56:11.051992
- B/E: 108 / 178 , Gen_loss: -0.3568387 MI_loss: 21.59369 Detection error: 0.009927451610565186 time: 6:56:11.945427
- B/E: 109 / 178 , Gen_loss: -0.35739323 MI_loss: 21.575481 Detection error: 0.009926676750183105 time: 6:56:12.830183
- B/E: 110 / 178 , Gen_loss: -0.35927698 MI_loss: 21.718536 Detection error: 0.009921431541442871 time: 6:56:13.719777
- B/E: 111 / 178 , Gen_loss: -0.36101207 MI_loss: 21.830906 Detection error: 0.009915173053741455 time: 6:56:14.557240
- B/E: 112 / 178 , Gen_loss: -0.3602695 MI_loss: 21.863894 Detection error: 0.009918153285980225 time: 6:56:15.330817
- B/E: 113 / 178 , Gen_loss: -0.3685285 MI_loss: 22.458614 Detection error: 0.009922683238983154 time: 6:56:16.228130
- B/E: 114 / 178 , Gen_loss: -0.35329217 MI_loss: 21.36546 Detection error: 0.009922564029693604 time: 6:56:17.111056
- B/E: 115 / 178 , Gen_loss: -0.35680342 MI_loss: 21.494463 Detection error: 0.009922385215759277 time: 6:56:18.030739
- B/E: 116 / 178 , Gen_loss: -0.35763788 MI_loss: 21.785862 Detection error: 0.009920656681060791 time: 6:56:18.917172
- B/E: 117 / 178 , Gen_loss: -0.35928023 MI_loss: 21.872597 Detection error: 0.009928762912750244 time: 6:56:19.798341
- B/E: 118 / 178 , Gen_loss: -0.35109702 MI_loss: 21.246681 Detection error: 0.009917795658111572 time: 6:56:20.678627
- B/E: 119 / 178 , Gen_loss: -0.3512256 MI_loss: 21.284378 Detection error: 0.009914577007293701 time: 6:56:21.558335
- B/E: 120 / 178 , Gen_loss: -0.35366064 MI_loss: 21.550364 Detection error: 0.009914755821228027 time: 6:56:22.449377
- B/E: 121 / 178 , Gen_loss: -0.35522225 MI_loss: 21.532597 Detection error: 0.00991445779800415 time: 6:56:23.423966
- B/E: 122 / 178 , Gen_loss: -0.36314827 MI_loss: 22.031527 Detection error: 0.009910047054290771 time: 6:56:24.311272
- B/E: 123 / 178 , Gen_loss: -0.3554957 MI_loss: 21.526041 Detection error: 0.009907007217407227 time: 6:56:25.201514
- B/E: 124 / 178 , Gen_loss: -0.36229956 MI_loss: 22.035395 Detection error: 0.009905993938446045 time: 6:56:26.085421
- B/E: 125 / 178 , Gen_loss: -0.36393148 MI_loss: 22.022705 Detection error: 0.009902536869049072 time: 6:56:26.904132
- B/E: 126 / 178 , Gen_loss: -0.35744777 MI_loss: 21.88631 Detection error: 0.009916067123413086 time: 6:56:27.716491
- B/E: 127 / 178 , Gen_loss: -0.3531639 MI_loss: 21.392529 Detection error: 0.009914278984069824 time: 6:56:28.638521
- B/E: 128 / 178 , Gen_loss: -0.35503903 MI_loss: 21.440754 Detection error: 0.009914219379425049 time: 6:56:29.521650
- B/E: 129 / 178 , Gen_loss: -0.35726485 MI_loss: 21.735416 Detection error: 0.00992429256439209 time: 6:56:30.399322
- B/E: 130 / 178 , Gen_loss: -0.3516033 MI_loss: 21.34412 Detection error: 0.009929418563842773 time: 6:56:31.303109
- B/E: 131 / 178 , Gen_loss: -0.34967145 MI_loss: 21.294151 Detection error: 0.009933710098266602 time: 6:56:32.187128
- B/E: 132 / 178 , Gen_loss: -0.36120272 MI_loss: 21.821184 Detection error: 0.009924829006195068 time: 6:56:33.091001
- B/E: 133 / 178 , Gen_loss: -0.37052274 MI_loss: 22.60712 Detection error: 0.00993257761001587 time: 6:56:33.969939
- B/E: 134 / 178 , Gen_loss: -0.34889212 MI_loss: 21.297735 Detection error: 0.009940266609191895 time: 6:56:34.857679
- B/E: 135 / 178 , Gen_loss: -0.36175737 MI_loss: 21.84128 Detection error: 0.009943246841430664 time: 6:56:35.741809
- B/E: 136 / 178 , Gen_loss: -0.35524544 MI_loss: 21.408234 Detection error: 0.009945511817932129 time: 6:56:36.626881
- B/E: 137 / 178 , Gen_loss: -0.35418993 MI_loss: 21.549648 Detection error: 0.009946107864379883 time: 6:56:37.602621
- B/E: 138 / 178 , Gen_loss: -0.35958073 MI_loss: 21.78473 Detection error: 0.009950518608093262 time: 6:56:38.486146
- B/E: 139 / 178 , Gen_loss: -0.36451828 MI_loss: 22.135984 Detection error: 0.009956896305084229 time: 6:56:39.368387
- B/E: 140 / 178 , Gen_loss: -0.36231467 MI_loss: 21.91906 Detection error: 0.00995725393295288 time: 6:56:40.255069
- B/E: 141 / 178 , Gen_loss: -0.35572654 MI_loss: 21.540962 Detection error: 0.009952247142791748 time: 6:56:41.078798
- B/E: 142 / 178 , Gen_loss: -0.3688794 MI_loss: 22.355648 Detection error: 0.009950816631317139 time: 6:56:41.931701
- B/E: 143 / 178 , Gen_loss: -0.3562853 MI_loss: 21.651516 Detection error: 0.009950757026672363 time: 6:56:42.756177
- B/E: 144 / 178 , Gen_loss: -0.36328292 MI_loss: 21.991604 Detection error: 0.009959280490875244 time: 6:56:43.630539
- B/E: 145 / 178 , Gen_loss: -0.35418934 MI_loss: 21.452671 Detection error: 0.00996619462966919 time: 6:56:44.518170
- B/E: 146 / 178 , Gen_loss: -0.36068907 MI_loss: 21.75282 Detection error: 0.009967267513275146 time: 6:56:45.406945
- B/E: 147 / 178 , Gen_loss: -0.35407454 MI_loss: 21.422806 Detection error: 0.009968757629394531 time: 6:56:46.286196
- B/E: 148 / 178 , Gen_loss: -0.35992336 MI_loss: 21.767542 Detection error: 0.009971082210540771 time: 6:56:47.170033
- B/E: 149 / 178 , Gen_loss: -0.36332244 MI_loss: 21.978325 Detection error: 0.009978950023651123 time: 6:56:48.061953
-
- Test Loss: 10.270726 Test Error: 0.010716676712036133
- -----
- EPOCH: 179
- B/E: 0 / 179 , Gen_loss: -0.3595482 MI_loss: 21.776138 Detection error: 0.010687470436096191 time: 6:56:50.005132
- B/E: 1 / 179 , Gen_loss: -0.34661874 MI_loss: 20.990559 Detection error: 0.01042187213897705 time: 6:57:16.689571
- B/E: 2 / 179 , Gen_loss: -0.34510162 MI_loss: 20.891483 Detection error: 0.009958326816558838 time: 6:57:17.753448
- B/E: 3 / 179 , Gen_loss: -0.35784596 MI_loss: 21.750103 Detection error: 0.009812474250793457 time: 6:57:18.610137
- B/E: 4 / 179 , Gen_loss: -0.35666862 MI_loss: 21.666142 Detection error: 0.009824991226196289 time: 6:57:19.460441
- B/E: 5 / 179 , Gen_loss: -0.36347255 MI_loss: 22.242138 Detection error: 0.009854137897491455 time: 6:57:20.332195
- B/E: 6 / 179 , Gen_loss: -0.35112104 MI_loss: 21.337883 Detection error: 0.00988394021987915 time: 6:57:21.191316
- B/E: 7 / 179 , Gen_loss: -0.35573882 MI_loss: 21.509996 Detection error: 0.009945333003997803 time: 6:57:22.052314
- B/E: 8 / 179 , Gen_loss: -0.36151588 MI_loss: 21.96291 Detection error: 0.009913206100463867 time: 6:57:22.910310
- B/E: 9 / 179 , Gen_loss: -0.37026423 MI_loss: 22.539516 Detection error: 0.009878098964691162 time: 6:57:23.770494
- B/E: 10 / 179 , Gen_loss: -0.3677922 MI_loss: 22.020557 Detection error: 0.00984656810760498 time: 6:57:24.638837
- B/E: 11 / 179 , Gen_loss: -0.36342308 MI_loss: 22.065556 Detection error: 0.009890615940093994 time: 6:57:25.491770
- B/E: 12 / 179 , Gen_loss: -0.3657274 MI_loss: 22.149963 Detection error: 0.009968757629394531 time: 6:57:26.355220
- B/E: 13 / 179 , Gen_loss: -0.3633922 MI_loss: 22.060661 Detection error: 0.00997096300125122 time: 6:57:27.230801
- B/E: 14 / 179 , Gen_loss: -0.35305244 MI_loss: 21.383524 Detection error: 0.009958326816558838 time: 6:57:28.077352
- B/E: 15 / 179 , Gen_loss: -0.36620983 MI_loss: 22.262981 Detection error: 0.009953141212463379 time: 6:57:28.941057
- B/E: 16 / 179 , Gen_loss: -0.35437867 MI_loss: 21.370285 Detection error: 0.009924650192260742 time: 6:57:29.829697
- B/E: 17 / 179 , Gen_loss: -0.3543392 MI_loss: 21.516233 Detection error: 0.009932279586791992 time: 6:57:30.696870
- B/E: 18 / 179 , Gen_loss: -0.35492742 MI_loss: 21.403477 Detection error: 0.009868443012237549 time: 6:57:31.786295
- B/E: 19 / 179 , Gen_loss: -0.36318937 MI_loss: 22.218151 Detection error: 0.009885966777801514 time: 6:57:32.681265
- B/E: 20 / 179 , Gen_loss: -0.35589433 MI_loss: 21.680765 Detection error: 0.009898781776428223 time: 6:57:33.533067
- B/E: 21 / 179 , Gen_loss: -0.35155597 MI_loss: 21.359722 Detection error: 0.009883522987365723 time: 6:57:34.399851
- B/E: 22 / 179 , Gen_loss: -0.3523696 MI_loss: 21.302448 Detection error: 0.009872257709503174 time: 6:57:35.251788
- B/E: 23 / 179 , Gen_loss: -0.35923722 MI_loss: 21.694267 Detection error: 0.009871065616607666 time: 6:57:36.111832
- B/E: 24 / 179 , Gen_loss: -0.35652798 MI_loss: 21.637287 Detection error: 0.009878754615783691 time: 6:57:36.981250
- B/E: 25 / 179 , Gen_loss: -0.3561619 MI_loss: 21.418125 Detection error: 0.009882211685180664 time: 6:57:37.823481
- B/E: 26 / 179 , Gen_loss: -0.3633992 MI_loss: 22.19282 Detection error: 0.009947896003723145 time: 6:57:38.662270
- B/E: 27 / 179 , Gen_loss: -0.35661438 MI_loss: 21.654926 Detection error: 0.009973227977752686 time: 6:57:39.549258
- B/E: 28 / 179 , Gen_loss: -0.35701075 MI_loss: 21.62009 Detection error: 0.009983837604522705 time: 6:57:40.572145
- B/E: 29 / 179 , Gen_loss: -0.36067826 MI_loss: 21.795391 Detection error: 0.009982287883758545 time: 6:57:41.435148
- B/E: 30 / 179 , Gen_loss: -0.35534483 MI_loss: 21.513731 Detection error: 0.009972810745239258 time: 6:57:42.282272
- B/E: 31 / 179 , Gen_loss: -0.3534862 MI_loss: 21.397125 Detection error: 0.009942412376403809 time: 6:57:43.259352
- B/E: 32 / 179 , Gen_loss: -0.36136696 MI_loss: 21.900093 Detection error: 0.00993657112121582 time: 6:57:44.178012
- B/E: 33 / 179 , Gen_loss: -0.3552448 MI_loss: 21.636257 Detection error: 0.009931087493896484 time: 6:57:45.137965
- B/E: 34 / 179 , Gen_loss: -0.35787728 MI_loss: 21.82819 Detection error: 0.00993126630783081 time: 6:57:46.049514
- B/E: 35 / 179 , Gen_loss: -0.35588446 MI_loss: 21.457909 Detection error: 0.009913206100463867 time: 6:57:46.958800
- B/E: 36 / 179 , Gen_loss: -0.35897672 MI_loss: 21.72484 Detection error: 0.009923994541168213 time: 6:57:47.875048
- B/E: 37 / 179 , Gen_loss: -0.3735192 MI_loss: 22.626293 Detection error: 0.009918570518493652 time: 6:57:48.785617
- B/E: 38 / 179 , Gen_loss: -0.35143787 MI_loss: 21.242317 Detection error: 0.009943127632141113 time: 6:57:49.698151
- B/E: 39 / 179 , Gen_loss: -0.34887627 MI_loss: 20.963705 Detection error: 0.009928107261657715 time: 6:57:50.613063
- B/E: 40 / 179 , Gen_loss: -0.3533569 MI_loss: 21.597172 Detection error: 0.009932160377502441 time: 6:57:51.523055
- B/E: 41 / 179 , Gen_loss: -0.35223716 MI_loss: 21.515717 Detection error: 0.009939730167388916 time: 6:57:52.432313
- B/E: 42 / 179 , Gen_loss: -0.3636156 MI_loss: 22.004179 Detection error: 0.009922981262207031 time: 6:57:53.348114
- B/E: 43 / 179 , Gen_loss: -0.3599529 MI_loss: 21.790594 Detection error: 0.00991976261138916 time: 6:57:54.258516
- B/E: 44 / 179 , Gen_loss: -0.3589521 MI_loss: 21.925209 Detection error: 0.009947240352630615 time: 6:57:55.168760
- B/E: 45 / 179 , Gen_loss: -0.3494498 MI_loss: 21.245789 Detection error: 0.009947717189788818 time: 6:57:56.116033
- B/E: 46 / 179 , Gen_loss: -0.3594356 MI_loss: 21.802269 Detection error: 0.009958088397979736 time: 6:57:57.027007
- B/E: 47 / 179 , Gen_loss: -0.35764658 MI_loss: 21.622713 Detection error: 0.009964168071746826 time: 6:57:57.937406
- B/E: 48 / 179 , Gen_loss: -0.35945866 MI_loss: 21.86663 Detection error: 0.00996941328048706 time: 6:57:58.938901
- B/E: 49 / 179 , Gen_loss: -0.34752873 MI_loss: 21.166325 Detection error: 0.009981870651245117 time: 6:57:59.812135
- B/E: 50 / 179 , Gen_loss: -0.35488626 MI_loss: 21.517593 Detection error: 0.00998467206954956 time: 6:58:00.736569
- B/E: 51 / 179 , Gen_loss: -0.3634047 MI_loss: 22.07928 Detection error: 0.0099867582321167 time: 6:58:01.645416
- B/E: 52 / 179 , Gen_loss: -0.360728 MI_loss: 21.809452 Detection error: 0.009994685649871826 time: 6:58:02.554188
- B/E: 53 / 179 , Gen_loss: -0.36582297 MI_loss: 22.098516 Detection error: 0.010004043579101562 time: 6:58:03.468450
- B/E: 54 / 179 , Gen_loss: -0.36427146 MI_loss: 22.110224 Detection error: 0.0100022554397583 time: 6:58:04.385371
- B/E: 55 / 179 , Gen_loss: -0.36508483 MI_loss: 22.129852 Detection error: 0.00998157262802124 time: 6:58:05.300129
- B/E: 56 / 179 , Gen_loss: -0.35490182 MI_loss: 21.584713 Detection error: 0.009972572326660156 time: 6:58:06.219031
- B/E: 57 / 179 , Gen_loss: -0.354458 MI_loss: 21.413885 Detection error: 0.009965002536773682 time: 6:58:07.136321
- B/E: 58 / 179 , Gen_loss: -0.3512457 MI_loss: 21.27379 Detection error: 0.009965062141418457 time: 6:58:08.049989
- B/E: 59 / 179 , Gen_loss: -0.3618269 MI_loss: 22.080654 Detection error: 0.009985387325286865 time: 6:58:08.973238
- B/E: 60 / 179 , Gen_loss: -0.35535917 MI_loss: 21.52729 Detection error: 0.009970307350158691 time: 6:58:09.889958
- B/E: 61 / 179 , Gen_loss: -0.36127025 MI_loss: 21.814674 Detection error: 0.00998234748840332 time: 6:58:10.807572
- B/E: 62 / 179 , Gen_loss: -0.36244303 MI_loss: 21.962742 Detection error: 0.009990572929382324 time: 6:58:11.729334
- B/E: 63 / 179 , Gen_loss: -0.34653932 MI_loss: 21.01528 Detection error: 0.00997704267501831 time: 6:58:12.727261
- B/E: 64 / 179 , Gen_loss: -0.34851813 MI_loss: 21.314877 Detection error: 0.009976446628570557 time: 6:58:13.642170
- B/E: 65 / 179 , Gen_loss: -0.36303258 MI_loss: 21.80011 Detection error: 0.009979188442230225 time: 6:58:14.593698
- B/E: 66 / 179 , Gen_loss: -0.36330864 MI_loss: 21.935446 Detection error: 0.009984135627746582 time: 6:58:15.511338
- B/E: 67 / 179 , Gen_loss: -0.36184263 MI_loss: 21.973257 Detection error: 0.009968757629394531 time: 6:58:16.410787
- B/E: 68 / 179 , Gen_loss: -0.35633993 MI_loss: 21.780289 Detection error: 0.009979188442230225 time: 6:58:17.333828
- B/E: 69 / 179 , Gen_loss: -0.35192835 MI_loss: 21.347393 Detection error: 0.009981691837310791 time: 6:58:18.238204
- B/E: 70 / 179 , Gen_loss: -0.35946766 MI_loss: 21.787724 Detection error: 0.009977102279663086 time: 6:58:19.148918
- B/E: 71 / 179 , Gen_loss: -0.34964645 MI_loss: 21.049423 Detection error: 0.009980440139770508 time: 6:58:20.070771
- B/E: 72 / 179 , Gen_loss: -0.36612007 MI_loss: 22.302095 Detection error: 0.009979426860809326 time: 6:58:20.988913
- B/E: 73 / 179 , Gen_loss: -0.36437905 MI_loss: 22.2099 Detection error: 0.009974658489227295 time: 6:58:21.906272
- B/E: 74 / 179 , Gen_loss: -0.35660127 MI_loss: 21.825438 Detection error: 0.009973764419555664 time: 6:58:22.824235
- B/E: 75 / 179 , Gen_loss: -0.35431796 MI_loss: 21.42343 Detection error: 0.00996255874633789 time: 6:58:23.739666
- B/E: 76 / 179 , Gen_loss: -0.35449478 MI_loss: 21.591063 Detection error: 0.009971201419830322 time: 6:58:24.657472
- B/E: 77 / 179 , Gen_loss: -0.35742116 MI_loss: 21.577656 Detection error: 0.009969949722290039 time: 6:58:25.577780
- B/E: 78 / 179 , Gen_loss: -0.36518952 MI_loss: 22.068584 Detection error: 0.009961247444152832 time: 6:58:26.492915
- B/E: 79 / 179 , Gen_loss: -0.34874 MI_loss: 21.192005 Detection error: 0.009968757629394531 time: 6:58:27.511602
- B/E: 80 / 179 , Gen_loss: -0.3690919 MI_loss: 22.351946 Detection error: 0.009979188442230225 time: 6:58:28.427197
- B/E: 81 / 179 , Gen_loss: -0.35441953 MI_loss: 21.570446 Detection error: 0.009975254535675049 time: 6:58:29.346110
- B/E: 82 / 179 , Gen_loss: -0.35468152 MI_loss: 21.377064 Detection error: 0.009967625141143799 time: 6:58:30.265878
- B/E: 83 / 179 , Gen_loss: -0.3572043 MI_loss: 21.669456 Detection error: 0.009969890117645264 time: 6:58:31.186902
- B/E: 84 / 179 , Gen_loss: -0.36393258 MI_loss: 22.053112 Detection error: 0.009964704513549805 time: 6:58:32.103947
- B/E: 85 / 179 , Gen_loss: -0.3520761 MI_loss: 21.353529 Detection error: 0.00994330644607544 time: 6:58:33.019621
- B/E: 86 / 179 , Gen_loss: -0.35897467 MI_loss: 21.699188 Detection error: 0.009946823120117188 time: 6:58:33.945239
- B/E: 87 / 179 , Gen_loss: -0.36463553 MI_loss: 22.11504 Detection error: 0.009933233261108398 time: 6:58:34.862463
- B/E: 88 / 179 , Gen_loss: -0.35327914 MI_loss: 21.384579 Detection error: 0.009921371936798096 time: 6:58:35.775362
- B/E: 89 / 179 , Gen_loss: -0.36588705 MI_loss: 22.194166 Detection error: 0.009933710098266602 time: 6:58:36.690398
- B/E: 90 / 179 , Gen_loss: -0.37253568 MI_loss: 22.602577 Detection error: 0.009934067726135254 time: 6:58:37.606494
- B/E: 91 / 179 , Gen_loss: -0.35162205 MI_loss: 21.313198 Detection error: 0.009935140609741211 time: 6:58:38.478123
- B/E: 92 / 179 , Gen_loss: -0.34715918 MI_loss: 21.115467 Detection error: 0.009927093982696533 time: 6:58:39.281689
- B/E: 93 / 179 , Gen_loss: -0.36182478 MI_loss: 21.930634 Detection error: 0.00992286205291748 time: 6:58:40.089828
- B/E: 94 / 179 , Gen_loss: -0.35181382 MI_loss: 21.558746 Detection error: 0.009937822818756104 time: 6:58:40.893493
- B/E: 95 / 179 , Gen_loss: -0.36095017 MI_loss: 22.003944 Detection error: 0.009940743446350098 time: 6:58:41.804110
- B/E: 96 / 179 , Gen_loss: -0.35813385 MI_loss: 21.79129 Detection error: 0.009937822818756104 time: 6:58:42.608127
- B/E: 97 / 179 , Gen_loss: -0.3661447 MI_loss: 22.15445 Detection error: 0.009934008121490479 time: 6:58:43.418162
- B/E: 98 / 179 , Gen_loss: -0.35381025 MI_loss: 21.377249 Detection error: 0.009915709495544434 time: 6:58:44.307957
- B/E: 99 / 179 , Gen_loss: -0.36171806 MI_loss: 21.85762 Detection error: 0.009919047355651855 time: 6:58:45.223965
- B/E: 100 / 179 , Gen_loss: -0.361875 MI_loss: 22.038479 Detection error: 0.009921729564666748 time: 6:58:46.143048
- B/E: 101 / 179 , Gen_loss: -0.36349764 MI_loss: 21.914186 Detection error: 0.00992584228515625 time: 6:58:47.057485
- B/E: 102 / 179 , Gen_loss: -0.36009717 MI_loss: 21.887524 Detection error: 0.009923875331878662 time: 6:58:47.968529
- B/E: 103 / 179 , Gen_loss: -0.3664451 MI_loss: 22.130156 Detection error: 0.009922802448272705 time: 6:58:48.885005
- B/E: 104 / 179 , Gen_loss: -0.3588146 MI_loss: 21.73284 Detection error: 0.009925007820129395 time: 6:58:49.832337
- B/E: 105 / 179 , Gen_loss: -0.3683887 MI_loss: 22.435417 Detection error: 0.009926915168762207 time: 6:58:50.745924
- B/E: 106 / 179 , Gen_loss: -0.35342288 MI_loss: 21.461292 Detection error: 0.009929895401000977 time: 6:58:51.663930
- B/E: 107 / 179 , Gen_loss: -0.36581078 MI_loss: 22.171036 Detection error: 0.009934306144714355 time: 6:58:52.700760
- B/E: 108 / 179 , Gen_loss: -0.35591424 MI_loss: 21.680433 Detection error: 0.00993436574935913 time: 6:58:53.596130
- B/E: 109 / 179 , Gen_loss: -0.35676652 MI_loss: 21.615171 Detection error: 0.009929537773132324 time: 6:58:54.427749
- B/E: 110 / 179 , Gen_loss: -0.3492493 MI_loss: 21.196136 Detection error: 0.009925365447998047 time: 6:58:55.221426
- B/E: 111 / 179 , Gen_loss: -0.3676579 MI_loss: 22.361443 Detection error: 0.00991910696029663 time: 6:58:56.090684
- B/E: 112 / 179 , Gen_loss: -0.3586608 MI_loss: 21.741047 Detection error: 0.009920358657836914 time: 6:58:56.861124
- B/E: 113 / 179 , Gen_loss: -0.34956527 MI_loss: 21.412487 Detection error: 0.009926795959472656 time: 6:58:57.657594
- B/E: 114 / 179 , Gen_loss: -0.3616199 MI_loss: 21.983126 Detection error: 0.009927690029144287 time: 6:58:58.514069
- B/E: 115 / 179 , Gen_loss: -0.36367315 MI_loss: 22.008886 Detection error: 0.009924590587615967 time: 6:58:59.409014
- B/E: 116 / 179 , Gen_loss: -0.35923007 MI_loss: 21.77693 Detection error: 0.00992816686630249 time: 6:59:00.285724
- B/E: 117 / 179 , Gen_loss: -0.35512444 MI_loss: 21.644173 Detection error: 0.00992584228515625 time: 6:59:01.189523
- B/E: 118 / 179 , Gen_loss: -0.35762715 MI_loss: 21.760809 Detection error: 0.009920179843902588 time: 6:59:02.097796
- B/E: 119 / 179 , Gen_loss: -0.3534178 MI_loss: 21.317816 Detection error: 0.009918749332427979 time: 6:59:03.001658
- B/E: 120 / 179 , Gen_loss: -0.3574974 MI_loss: 21.624258 Detection error: 0.009918928146362305 time: 6:59:03.931752
- B/E: 121 / 179 , Gen_loss: -0.35686713 MI_loss: 21.658758 Detection error: 0.00992441177368164 time: 6:59:04.858582
- B/E: 122 / 179 , Gen_loss: -0.35383958 MI_loss: 21.485476 Detection error: 0.009920477867126465 time: 6:59:05.734675
- B/E: 123 / 179 , Gen_loss: -0.3603559 MI_loss: 21.828705 Detection error: 0.009913027286529541 time: 6:59:06.523369
- B/E: 124 / 179 , Gen_loss: -0.36153165 MI_loss: 21.955967 Detection error: 0.009912490844726562 time: 6:59:07.381029
- B/E: 125 / 179 , Gen_loss: -0.35666326 MI_loss: 21.58965 Detection error: 0.00991445779800415 time: 6:59:08.312175
- B/E: 126 / 179 , Gen_loss: -0.3541489 MI_loss: 21.569725 Detection error: 0.009921252727508545 time: 6:59:09.209775
- B/E: 127 / 179 , Gen_loss: -0.34572914 MI_loss: 20.977886 Detection error: 0.00992506742477417 time: 6:59:10.189971
- B/E: 128 / 179 , Gen_loss: -0.35391855 MI_loss: 21.391 Detection error: 0.009926378726959229 time: 6:59:11.087146
- B/E: 129 / 179 , Gen_loss: -0.35865387 MI_loss: 21.711472 Detection error: 0.00993436574935913 time: 6:59:11.990030
- B/E: 130 / 179 , Gen_loss: -0.35235134 MI_loss: 21.426403 Detection error: 0.009939908981323242 time: 6:59:12.890728
- B/E: 131 / 179 , Gen_loss: -0.35558248 MI_loss: 21.441645 Detection error: 0.009944140911102295 time: 6:59:13.790401
- B/E: 132 / 179 , Gen_loss: -0.36653224 MI_loss: 22.16726 Detection error: 0.009937763214111328 time: 6:59:14.694223
- B/E: 133 / 179 , Gen_loss: -0.36064368 MI_loss: 22.02534 Detection error: 0.0099412202835083 time: 6:59:15.591993
- B/E: 134 / 179 , Gen_loss: -0.34754995 MI_loss: 21.170286 Detection error: 0.00995093584060669 time: 6:59:16.490004
- B/E: 135 / 179 , Gen_loss: -0.35778773 MI_loss: 21.717508 Detection error: 0.009947121143341064 time: 6:59:17.390050
- B/E: 136 / 179 , Gen_loss: -0.3587082 MI_loss: 21.837107 Detection error: 0.009951651096343994 time: 6:59:18.290583
- B/E: 137 / 179 , Gen_loss: -0.34861585 MI_loss: 21.105488 Detection error: 0.00995337963104248 time: 6:59:19.190589
- B/E: 138 / 179 , Gen_loss: -0.35508177 MI_loss: 21.688818 Detection error: 0.009958863258361816 time: 6:59:20.016443
- B/E: 139 / 179 , Gen_loss: -0.36226276 MI_loss: 22.090412 Detection error: 0.009960949420928955 time: 6:59:20.873887
- B/E: 140 / 179 , Gen_loss: -0.36222723 MI_loss: 21.983955 Detection error: 0.009962320327758789 time: 6:59:21.669685
- B/E: 141 / 179 , Gen_loss: -0.3591153 MI_loss: 21.805302 Detection error: 0.009959697723388672 time: 6:59:22.510073
- B/E: 142 / 179 , Gen_loss: -0.3651721 MI_loss: 22.033375 Detection error: 0.009963929653167725 time: 6:59:23.299643
- B/E: 143 / 179 , Gen_loss: -0.35930476 MI_loss: 21.855263 Detection error: 0.00995725393295288 time: 6:59:24.224020
- B/E: 144 / 179 , Gen_loss: -0.35971385 MI_loss: 21.720535 Detection error: 0.009967267513275146 time: 6:59:25.107301
- B/E: 145 / 179 , Gen_loss: -0.3535656 MI_loss: 21.48429 Detection error: 0.009971976280212402 time: 6:59:25.929672
- B/E: 146 / 179 , Gen_loss: -0.3591516 MI_loss: 21.657955 Detection error: 0.009975314140319824 time: 6:59:26.806282
- B/E: 147 / 179 , Gen_loss: -0.3603467 MI_loss: 21.774204 Detection error: 0.009977400302886963 time: 6:59:27.723394
- B/E: 148 / 179 , Gen_loss: -0.35599202 MI_loss: 21.481483 Detection error: 0.009980916976928711 time: 6:59:28.599481
- B/E: 149 / 179 , Gen_loss: -0.36474726 MI_loss: 22.201313 Detection error: 0.00998687744140625 time: 6:59:29.390326
-
- Test Loss: 10.264215 Test Error: 0.010833323001861572
- -----
- EPOCH: 180
- B/E: 0 / 180 , Gen_loss: -0.3527127 MI_loss: 21.438004 Detection error: 0.010500013828277588 time: 6:59:31.280761
- B/E: 1 / 180 , Gen_loss: -0.34789738 MI_loss: 21.145145 Detection error: 0.010531246662139893 time: 6:59:56.609069
- B/E: 2 / 180 , Gen_loss: -0.35336027 MI_loss: 21.395466 Detection error: 0.00991666316986084 time: 6:59:57.515641
- B/E: 3 / 180 , Gen_loss: -0.36666438 MI_loss: 22.21738 Detection error: 0.009867191314697266 time: 6:59:58.412264
- B/E: 4 / 180 , Gen_loss: -0.3496968 MI_loss: 21.21707 Detection error: 0.009843766689300537 time: 6:59:59.299280
- B/E: 5 / 180 , Gen_loss: -0.3548947 MI_loss: 21.456081 Detection error: 0.009906232357025146 time: 7:00:00.283161
- B/E: 6 / 180 , Gen_loss: -0.3628599 MI_loss: 22.110247 Detection error: 0.009901762008666992 time: 7:00:01.163360
- B/E: 7 / 180 , Gen_loss: -0.35903853 MI_loss: 21.838284 Detection error: 0.009964823722839355 time: 7:00:02.045514
- B/E: 8 / 180 , Gen_loss: -0.3586062 MI_loss: 21.729752 Detection error: 0.009927093982696533 time: 7:00:02.927406
- B/E: 9 / 180 , Gen_loss: -0.35457084 MI_loss: 21.362354 Detection error: 0.009831249713897705 time: 7:00:03.810686
- B/E: 10 / 180 , Gen_loss: -0.36263356 MI_loss: 22.010828 Detection error: 0.009894907474517822 time: 7:00:04.691909
- B/E: 11 / 180 , Gen_loss: -0.36018807 MI_loss: 21.841097 Detection error: 0.009906232357025146 time: 7:00:05.576571
- B/E: 12 / 180 , Gen_loss: -0.3566421 MI_loss: 21.641752 Detection error: 0.009968757629394531 time: 7:00:06.466884
- B/E: 13 / 180 , Gen_loss: -0.3636412 MI_loss: 22.048225 Detection error: 0.009991049766540527 time: 7:00:07.373663
- B/E: 14 / 180 , Gen_loss: -0.36933875 MI_loss: 22.305119 Detection error: 0.009943723678588867 time: 7:00:08.264724
- B/E: 15 / 180 , Gen_loss: -0.36090267 MI_loss: 21.792843 Detection error: 0.00998830795288086 time: 7:00:09.147248
- B/E: 16 / 180 , Gen_loss: -0.36447662 MI_loss: 21.887506 Detection error: 0.009915411472320557 time: 7:00:10.071833
- B/E: 17 / 180 , Gen_loss: -0.35737666 MI_loss: 21.559223 Detection error: 0.009918391704559326 time: 7:00:10.953634
- B/E: 18 / 180 , Gen_loss: -0.35748798 MI_loss: 21.546589 Detection error: 0.009888172149658203 time: 7:00:11.844666
- B/E: 19 / 180 , Gen_loss: -0.3522301 MI_loss: 21.383963 Detection error: 0.00989997386932373 time: 7:00:12.760502
- B/E: 20 / 180 , Gen_loss: -0.35704502 MI_loss: 21.598446 Detection error: 0.009898781776428223 time: 7:00:13.769742
- B/E: 21 / 180 , Gen_loss: -0.36844364 MI_loss: 22.31932 Detection error: 0.009914755821228027 time: 7:00:14.624160
- B/E: 22 / 180 , Gen_loss: -0.36901587 MI_loss: 22.194633 Detection error: 0.00988858938217163 time: 7:00:15.518408
- B/E: 23 / 180 , Gen_loss: -0.3557902 MI_loss: 21.423378 Detection error: 0.009885430335998535 time: 7:00:16.420899
- B/E: 24 / 180 , Gen_loss: -0.3542553 MI_loss: 21.437735 Detection error: 0.009891271591186523 time: 7:00:17.370174
- B/E: 25 / 180 , Gen_loss: -0.355282 MI_loss: 21.453257 Detection error: 0.009870171546936035 time: 7:00:18.263349
- B/E: 26 / 180 , Gen_loss: -0.34764287 MI_loss: 21.200436 Detection error: 0.009957194328308105 time: 7:00:19.175604
- B/E: 27 / 180 , Gen_loss: -0.35733777 MI_loss: 21.79273 Detection error: 0.009973227977752686 time: 7:00:20.091914
- B/E: 28 / 180 , Gen_loss: -0.36178032 MI_loss: 21.911947 Detection error: 0.009974122047424316 time: 7:00:21.013283
- B/E: 29 / 180 , Gen_loss: -0.3580668 MI_loss: 21.734505 Detection error: 0.00999373197555542 time: 7:00:21.857700
- B/E: 30 / 180 , Gen_loss: -0.3550447 MI_loss: 21.509335 Detection error: 0.009954631328582764 time: 7:00:22.729910
- B/E: 31 / 180 , Gen_loss: -0.3588796 MI_loss: 21.81919 Detection error: 0.00994044542312622 time: 7:00:23.534537
- B/E: 32 / 180 , Gen_loss: -0.35532773 MI_loss: 21.533014 Detection error: 0.009945094585418701 time: 7:00:24.377820
- B/E: 33 / 180 , Gen_loss: -0.36105928 MI_loss: 21.914974 Detection error: 0.00992649793624878 time: 7:00:25.279406
- B/E: 34 / 180 , Gen_loss: -0.35515356 MI_loss: 21.587336 Detection error: 0.009928584098815918 time: 7:00:26.166299
- B/E: 35 / 180 , Gen_loss: -0.36787158 MI_loss: 22.25153 Detection error: 0.009921848773956299 time: 7:00:27.053717
- B/E: 36 / 180 , Gen_loss: -0.35877785 MI_loss: 21.769936 Detection error: 0.009928226470947266 time: 7:00:28.070159
- B/E: 37 / 180 , Gen_loss: -0.35513392 MI_loss: 21.290457 Detection error: 0.009921848773956299 time: 7:00:28.957357
- B/E: 38 / 180 , Gen_loss: -0.34782183 MI_loss: 21.01375 Detection error: 0.009943902492523193 time: 7:00:29.878279
- B/E: 39 / 180 , Gen_loss: -0.3566016 MI_loss: 21.48793 Detection error: 0.009926557540893555 time: 7:00:30.781794
- B/E: 40 / 180 , Gen_loss: -0.36006004 MI_loss: 21.936646 Detection error: 0.009920716285705566 time: 7:00:31.667618
- B/E: 41 / 180 , Gen_loss: -0.37199125 MI_loss: 22.481161 Detection error: 0.00991964340209961 time: 7:00:32.551611
- B/E: 42 / 180 , Gen_loss: -0.36346433 MI_loss: 21.97013 Detection error: 0.009918630123138428 time: 7:00:33.440524
- B/E: 43 / 180 , Gen_loss: -0.35885438 MI_loss: 21.709002 Detection error: 0.009914755821228027 time: 7:00:34.336631
- B/E: 44 / 180 , Gen_loss: -0.36166143 MI_loss: 21.907772 Detection error: 0.009920120239257812 time: 7:00:35.225739
- B/E: 45 / 180 , Gen_loss: -0.35433626 MI_loss: 21.604649 Detection error: 0.009932756423950195 time: 7:00:36.130014
- B/E: 46 / 180 , Gen_loss: -0.35703003 MI_loss: 21.650852 Detection error: 0.009940803050994873 time: 7:00:37.027868
- B/E: 47 / 180 , Gen_loss: -0.35668594 MI_loss: 21.457819 Detection error: 0.009944677352905273 time: 7:00:37.949245
- B/E: 48 / 180 , Gen_loss: -0.35599387 MI_loss: 21.616966 Detection error: 0.009956002235412598 time: 7:00:38.859784
- B/E: 49 / 180 , Gen_loss: -0.35983387 MI_loss: 21.854794 Detection error: 0.009966254234313965 time: 7:00:39.752484
- B/E: 50 / 180 , Gen_loss: -0.3479455 MI_loss: 21.271029 Detection error: 0.00997304916381836 time: 7:00:40.641932
- B/E: 51 / 180 , Gen_loss: -0.36252454 MI_loss: 22.018959 Detection error: 0.009986162185668945 time: 7:00:41.529145
- B/E: 52 / 180 , Gen_loss: -0.35620725 MI_loss: 21.43886 Detection error: 0.009975850582122803 time: 7:00:42.522035
- B/E: 53 / 180 , Gen_loss: -0.36082968 MI_loss: 21.816238 Detection error: 0.009994208812713623 time: 7:00:43.417383
- B/E: 54 / 180 , Gen_loss: -0.3590986 MI_loss: 21.86586 Detection error: 0.009997725486755371 time: 7:00:44.286388
- B/E: 55 / 180 , Gen_loss: -0.36563268 MI_loss: 22.128235 Detection error: 0.009976029396057129 time: 7:00:45.063200
- B/E: 56 / 180 , Gen_loss: -0.3593723 MI_loss: 21.792498 Detection error: 0.009962737560272217 time: 7:00:45.874154
- B/E: 57 / 180 , Gen_loss: -0.35519052 MI_loss: 21.561073 Detection error: 0.0099601149559021 time: 7:00:46.643728
- B/E: 58 / 180 , Gen_loss: -0.35401595 MI_loss: 21.391018 Detection error: 0.009949684143066406 time: 7:00:47.426303
- B/E: 59 / 180 , Gen_loss: -0.35558066 MI_loss: 21.768782 Detection error: 0.009973466396331787 time: 7:00:48.249259
- B/E: 60 / 180 , Gen_loss: -0.36150002 MI_loss: 21.810583 Detection error: 0.009961605072021484 time: 7:00:49.150715
- B/E: 61 / 180 , Gen_loss: -0.36505336 MI_loss: 22.16791 Detection error: 0.009962201118469238 time: 7:00:50.066373
- B/E: 62 / 180 , Gen_loss: -0.3583312 MI_loss: 21.717306 Detection error: 0.0099717378616333 time: 7:00:50.953906
- B/E: 63 / 180 , Gen_loss: -0.35657272 MI_loss: 21.55821 Detection error: 0.009973645210266113 time: 7:00:51.866239
- B/E: 64 / 180 , Gen_loss: -0.3596975 MI_loss: 21.901833 Detection error: 0.009968280792236328 time: 7:00:52.751072
- B/E: 65 / 180 , Gen_loss: -0.35024437 MI_loss: 21.256004 Detection error: 0.009961187839508057 time: 7:00:53.643267
- B/E: 66 / 180 , Gen_loss: -0.35418236 MI_loss: 21.417429 Detection error: 0.009959399700164795 time: 7:00:54.531095
- B/E: 67 / 180 , Gen_loss: -0.36158335 MI_loss: 21.948862 Detection error: 0.009949922561645508 time: 7:00:55.412522
- B/E: 68 / 180 , Gen_loss: -0.35593826 MI_loss: 21.663021 Detection error: 0.009957432746887207 time: 7:00:56.398240
- B/E: 69 / 180 , Gen_loss: -0.35333246 MI_loss: 21.337147 Detection error: 0.009961605072021484 time: 7:00:57.283569
- B/E: 70 / 180 , Gen_loss: -0.3608068 MI_loss: 21.81036 Detection error: 0.009958624839782715 time: 7:00:58.175148
- B/E: 71 / 180 , Gen_loss: -0.348166 MI_loss: 21.167398 Detection error: 0.0099639892578125 time: 7:00:59.062433
- B/E: 72 / 180 , Gen_loss: -0.35968548 MI_loss: 21.752213 Detection error: 0.009959757328033447 time: 7:00:59.950833
- B/E: 73 / 180 , Gen_loss: -0.35640046 MI_loss: 21.71305 Detection error: 0.009959042072296143 time: 7:01:00.839963
- B/E: 74 / 180 , Gen_loss: -0.36036676 MI_loss: 21.852873 Detection error: 0.009955823421478271 time: 7:01:01.732625
- B/E: 75 / 180 , Gen_loss: -0.34787366 MI_loss: 21.130224 Detection error: 0.00995105504989624 time: 7:01:02.624559
- B/E: 76 / 180 , Gen_loss: -0.35939896 MI_loss: 21.81934 Detection error: 0.009956955909729004 time: 7:01:03.513081
- B/E: 77 / 180 , Gen_loss: -0.35722652 MI_loss: 21.58769 Detection error: 0.009952723979949951 time: 7:01:04.419561
- B/E: 78 / 180 , Gen_loss: -0.36918953 MI_loss: 22.321852 Detection error: 0.009942233562469482 time: 7:01:05.308413
- B/E: 79 / 180 , Gen_loss: -0.36836433 MI_loss: 22.348423 Detection error: 0.009955048561096191 time: 7:01:06.193595
- B/E: 80 / 180 , Gen_loss: -0.36445358 MI_loss: 22.02641 Detection error: 0.00996178388595581 time: 7:01:07.071719
- B/E: 81 / 180 , Gen_loss: -0.35160553 MI_loss: 21.271347 Detection error: 0.009954631328582764 time: 7:01:07.965878
- B/E: 82 / 180 , Gen_loss: -0.3543749 MI_loss: 21.3992 Detection error: 0.009954452514648438 time: 7:01:08.875016
- B/E: 83 / 180 , Gen_loss: -0.35512564 MI_loss: 21.48007 Detection error: 0.009952008724212646 time: 7:01:09.773417
- B/E: 84 / 180 , Gen_loss: -0.35656065 MI_loss: 21.592789 Detection error: 0.009948909282684326 time: 7:01:10.745530
- B/E: 85 / 180 , Gen_loss: -0.3616863 MI_loss: 21.830612 Detection error: 0.009928762912750244 time: 7:01:11.650381
- B/E: 86 / 180 , Gen_loss: -0.36190328 MI_loss: 21.900951 Detection error: 0.009928524494171143 time: 7:01:12.502705
- B/E: 87 / 180 , Gen_loss: -0.3581452 MI_loss: 21.614967 Detection error: 0.00991976261138916 time: 7:01:13.395968
- B/E: 88 / 180 , Gen_loss: -0.34940025 MI_loss: 21.144836 Detection error: 0.009904861450195312 time: 7:01:14.295655
- B/E: 89 / 180 , Gen_loss: -0.3513078 MI_loss: 21.345833 Detection error: 0.009918749332427979 time: 7:01:15.171106
- B/E: 90 / 180 , Gen_loss: -0.35238785 MI_loss: 21.369305 Detection error: 0.009915173053741455 time: 7:01:16.049483
- B/E: 91 / 180 , Gen_loss: -0.36265528 MI_loss: 21.947187 Detection error: 0.009923219680786133 time: 7:01:16.935508
- B/E: 92 / 180 , Gen_loss: -0.35588413 MI_loss: 21.436134 Detection error: 0.009910643100738525 time: 7:01:17.816858
- B/E: 93 / 180 , Gen_loss: -0.35585472 MI_loss: 21.571087 Detection error: 0.009907245635986328 time: 7:01:18.703137
- B/E: 94 / 180 , Gen_loss: -0.3555846 MI_loss: 21.800297 Detection error: 0.009921371936798096 time: 7:01:19.592693
- B/E: 95 / 180 , Gen_loss: -0.3542366 MI_loss: 21.505707 Detection error: 0.00992739200592041 time: 7:01:20.474152
- B/E: 96 / 180 , Gen_loss: -0.35735348 MI_loss: 21.617588 Detection error: 0.009925246238708496 time: 7:01:21.355558
- B/E: 97 / 180 , Gen_loss: -0.3676461 MI_loss: 22.23021 Detection error: 0.009920895099639893 time: 7:01:22.241656
- B/E: 98 / 180 , Gen_loss: -0.36047095 MI_loss: 21.8311 Detection error: 0.009906232357025146 time: 7:01:23.129260
- B/E: 99 / 180 , Gen_loss: -0.3664936 MI_loss: 22.08846 Detection error: 0.0098990797996521 time: 7:01:24.019147
- B/E: 100 / 180 , Gen_loss: -0.36283308 MI_loss: 22.142296 Detection error: 0.009905636310577393 time: 7:01:25.009483
- B/E: 101 / 180 , Gen_loss: -0.34590292 MI_loss: 20.98256 Detection error: 0.009911775588989258 time: 7:01:25.898005
- B/E: 102 / 180 , Gen_loss: -0.36100113 MI_loss: 21.941242 Detection error: 0.009910821914672852 time: 7:01:26.790497
- B/E: 103 / 180 , Gen_loss: -0.3655099 MI_loss: 22.187792 Detection error: 0.009913444519042969 time: 7:01:27.673905
- B/E: 104 / 180 , Gen_loss: -0.35216814 MI_loss: 21.298952 Detection error: 0.009914875030517578 time: 7:01:28.558182
- B/E: 105 / 180 , Gen_loss: -0.35094175 MI_loss: 21.277567 Detection error: 0.009913623332977295 time: 7:01:29.451241
- B/E: 106 / 180 , Gen_loss: -0.3486652 MI_loss: 21.171503 Detection error: 0.009917914867401123 time: 7:01:30.341680
- B/E: 107 / 180 , Gen_loss: -0.36617362 MI_loss: 22.224365 Detection error: 0.009919285774230957 time: 7:01:31.231038
- B/E: 108 / 180 , Gen_loss: -0.36150646 MI_loss: 21.898724 Detection error: 0.009922564029693604 time: 7:01:32.123989
- B/E: 109 / 180 , Gen_loss: -0.35456422 MI_loss: 21.511362 Detection error: 0.009925305843353271 time: 7:01:33.010851
- B/E: 110 / 180 , Gen_loss: -0.35830754 MI_loss: 21.567703 Detection error: 0.009914696216583252 time: 7:01:33.852124
- B/E: 111 / 180 , Gen_loss: -0.3671196 MI_loss: 22.323057 Detection error: 0.00991213321685791 time: 7:01:34.731277
- B/E: 112 / 180 , Gen_loss: -0.36062253 MI_loss: 21.86676 Detection error: 0.00991678237915039 time: 7:01:35.620414
- B/E: 113 / 180 , Gen_loss: -0.36497444 MI_loss: 22.232449 Detection error: 0.00991886854171753 time: 7:01:36.512324
- B/E: 114 / 180 , Gen_loss: -0.35640064 MI_loss: 21.578983 Detection error: 0.009916305541992188 time: 7:01:37.396009
- B/E: 115 / 180 , Gen_loss: -0.36380067 MI_loss: 21.952972 Detection error: 0.0099143385887146 time: 7:01:38.282976
- B/E: 116 / 180 , Gen_loss: -0.37189528 MI_loss: 22.557682 Detection error: 0.009913742542266846 time: 7:01:39.279583
- B/E: 117 / 180 , Gen_loss: -0.35663092 MI_loss: 21.704487 Detection error: 0.009916841983795166 time: 7:01:40.064649
- B/E: 118 / 180 , Gen_loss: -0.36357644 MI_loss: 21.984905 Detection error: 0.009907841682434082 time: 7:01:40.848472
- B/E: 119 / 180 , Gen_loss: -0.35421458 MI_loss: 21.555462 Detection error: 0.009908616542816162 time: 7:01:41.657992
- B/E: 120 / 180 , Gen_loss: -0.35954583 MI_loss: 21.82521 Detection error: 0.009907305240631104 time: 7:01:42.522472
- B/E: 121 / 180 , Gen_loss: -0.3574156 MI_loss: 21.628239 Detection error: 0.009909331798553467 time: 7:01:43.494679
- B/E: 122 / 180 , Gen_loss: -0.3552707 MI_loss: 21.470892 Detection error: 0.009902417659759521 time: 7:01:44.378106
- B/E: 123 / 180 , Gen_loss: -0.3544954 MI_loss: 21.405846 Detection error: 0.009896934032440186 time: 7:01:45.260392
- B/E: 124 / 180 , Gen_loss: -0.35819545 MI_loss: 21.785528 Detection error: 0.009891271591186523 time: 7:01:46.146200
- B/E: 125 / 180 , Gen_loss: -0.3661724 MI_loss: 22.168127 Detection error: 0.009894609451293945 time: 7:01:47.035047
- B/E: 126 / 180 , Gen_loss: -0.356732 MI_loss: 21.752092 Detection error: 0.009904801845550537 time: 7:01:47.873168
- B/E: 127 / 180 , Gen_loss: -0.35053903 MI_loss: 21.400581 Detection error: 0.009902358055114746 time: 7:01:48.687891
- B/E: 128 / 180 , Gen_loss: -0.35544464 MI_loss: 21.592789 Detection error: 0.009906470775604248 time: 7:01:49.479926
- B/E: 129 / 180 , Gen_loss: -0.3558174 MI_loss: 21.66521 Detection error: 0.009915173053741455 time: 7:01:50.330278
- B/E: 130 / 180 , Gen_loss: -0.35645685 MI_loss: 21.528877 Detection error: 0.009922444820404053 time: 7:01:51.215454
- B/E: 131 / 180 , Gen_loss: -0.36916316 MI_loss: 22.307981 Detection error: 0.00992661714553833 time: 7:01:52.084558
- B/E: 132 / 180 , Gen_loss: -0.3521495 MI_loss: 21.324795 Detection error: 0.00992196798324585 time: 7:01:53.030499
- B/E: 133 / 180 , Gen_loss: -0.35918674 MI_loss: 21.81752 Detection error: 0.009925365447998047 time: 7:01:53.994922
- B/E: 134 / 180 , Gen_loss: -0.3525298 MI_loss: 21.4964 Detection error: 0.00993335247039795 time: 7:01:54.811405
- B/E: 135 / 180 , Gen_loss: -0.35932204 MI_loss: 21.73875 Detection error: 0.009936809539794922 time: 7:01:55.610169
- B/E: 136 / 180 , Gen_loss: -0.36124727 MI_loss: 21.89935 Detection error: 0.009937524795532227 time: 7:01:56.398417
- B/E: 137 / 180 , Gen_loss: -0.3571272 MI_loss: 21.62743 Detection error: 0.009937286376953125 time: 7:01:57.172466
- B/E: 138 / 180 , Gen_loss: -0.35419804 MI_loss: 21.484028 Detection error: 0.009943366050720215 time: 7:01:58.006668
- B/E: 139 / 180 , Gen_loss: -0.3670667 MI_loss: 22.143044 Detection error: 0.009949982166290283 time: 7:01:58.906164
- B/E: 140 / 180 , Gen_loss: -0.3552301 MI_loss: 21.44622 Detection error: 0.00995171070098877 time: 7:01:59.799259
- B/E: 141 / 180 , Gen_loss: -0.35697696 MI_loss: 21.526312 Detection error: 0.009945869445800781 time: 7:02:00.642413
- B/E: 142 / 180 , Gen_loss: -0.36243784 MI_loss: 22.010588 Detection error: 0.009946465492248535 time: 7:02:01.470382
- B/E: 143 / 180 , Gen_loss: -0.35100138 MI_loss: 21.339806 Detection error: 0.0099448561668396 time: 7:02:02.277005
- B/E: 144 / 180 , Gen_loss: -0.3634614 MI_loss: 22.117813 Detection error: 0.009955823421478271 time: 7:02:03.148018
- B/E: 145 / 180 , Gen_loss: -0.35884368 MI_loss: 21.754915 Detection error: 0.009961247444152832 time: 7:02:04.031985
- B/E: 146 / 180 , Gen_loss: -0.3585629 MI_loss: 21.82068 Detection error: 0.009963452816009521 time: 7:02:04.919333
- B/E: 147 / 180 , Gen_loss: -0.3680596 MI_loss: 22.269257 Detection error: 0.009964942932128906 time: 7:02:05.803329
- B/E: 148 / 180 , Gen_loss: -0.3655339 MI_loss: 22.017408 Detection error: 0.009968340396881104 time: 7:02:06.772205
- B/E: 149 / 180 , Gen_loss: -0.37335026 MI_loss: 22.689499 Detection error: 0.009974360466003418 time: 7:02:07.660138
-
- Test Loss: 10.273499 Test Error: 0.010833323001861572
- -----
- EPOCH: 181
- B/E: 0 / 181 , Gen_loss: -0.36119887 MI_loss: 21.912603 Detection error: 0.010406255722045898 time: 7:02:09.663922
- B/E: 1 / 181 , Gen_loss: -0.3443494 MI_loss: 20.889708 Detection error: 0.010390639305114746 time: 7:02:34.575805
- B/E: 2 / 181 , Gen_loss: -0.35789683 MI_loss: 21.587675 Detection error: 0.009999990463256836 time: 7:02:35.430243
- B/E: 3 / 181 , Gen_loss: -0.3535215 MI_loss: 21.471178 Detection error: 0.009820342063903809 time: 7:02:36.260492
- B/E: 4 / 181 , Gen_loss: -0.35694814 MI_loss: 21.549047 Detection error: 0.009906232357025146 time: 7:02:37.123996
- B/E: 5 / 181 , Gen_loss: -0.34865677 MI_loss: 21.23558 Detection error: 0.009927093982696533 time: 7:02:38.009735
- B/E: 6 / 181 , Gen_loss: -0.36448205 MI_loss: 22.20572 Detection error: 0.009870529174804688 time: 7:02:38.896115
- B/E: 7 / 181 , Gen_loss: -0.35458225 MI_loss: 21.573172 Detection error: 0.00999218225479126 time: 7:02:39.781754
- B/E: 8 / 181 , Gen_loss: -0.3566395 MI_loss: 21.488798 Detection error: 0.009874999523162842 time: 7:02:40.670147
- B/E: 9 / 181 , Gen_loss: -0.35515243 MI_loss: 21.564152 Detection error: 0.009871900081634521 time: 7:02:41.515561
- B/E: 10 / 181 , Gen_loss: -0.37143672 MI_loss: 22.402618 Detection error: 0.009872138500213623 time: 7:02:42.389552
- B/E: 11 / 181 , Gen_loss: -0.35019195 MI_loss: 21.197882 Detection error: 0.009882807731628418 time: 7:02:43.171108
- B/E: 12 / 181 , Gen_loss: -0.37211928 MI_loss: 22.538404 Detection error: 0.009983181953430176 time: 7:02:43.967710
- B/E: 13 / 181 , Gen_loss: -0.35692337 MI_loss: 21.607275 Detection error: 0.009993314743041992 time: 7:02:44.746327
- B/E: 14 / 181 , Gen_loss: -0.36778343 MI_loss: 22.132137 Detection error: 0.009972929954528809 time: 7:02:45.550372
- B/E: 15 / 181 , Gen_loss: -0.36834562 MI_loss: 22.289892 Detection error: 0.009966790676116943 time: 7:02:46.364881
- B/E: 16 / 181 , Gen_loss: -0.35504052 MI_loss: 21.245695 Detection error: 0.009955883026123047 time: 7:02:47.250308
- B/E: 17 / 181 , Gen_loss: -0.35476145 MI_loss: 21.494968 Detection error: 0.009939253330230713 time: 7:02:48.139461
- B/E: 18 / 181 , Gen_loss: -0.36181286 MI_loss: 21.94507 Detection error: 0.009901344776153564 time: 7:02:49.028671
- B/E: 19 / 181 , Gen_loss: -0.35630247 MI_loss: 21.642612 Detection error: 0.009903132915496826 time: 7:02:49.913519
- B/E: 20 / 181 , Gen_loss: -0.3614405 MI_loss: 21.950596 Detection error: 0.009922623634338379 time: 7:02:50.803901
- B/E: 21 / 181 , Gen_loss: -0.34733564 MI_loss: 21.108677 Detection error: 0.009933233261108398 time: 7:02:51.692644
- B/E: 22 / 181 , Gen_loss: -0.362858 MI_loss: 21.969816 Detection error: 0.009930729866027832 time: 7:02:52.582822
- B/E: 23 / 181 , Gen_loss: -0.36339402 MI_loss: 21.895851 Detection error: 0.009908854961395264 time: 7:02:53.494669
- B/E: 24 / 181 , Gen_loss: -0.36132056 MI_loss: 22.020777 Detection error: 0.009922504425048828 time: 7:02:54.380031
- B/E: 25 / 181 , Gen_loss: -0.35625586 MI_loss: 21.471958 Detection error: 0.009914636611938477 time: 7:02:55.342883
- B/E: 26 / 181 , Gen_loss: -0.3549791 MI_loss: 21.523928 Detection error: 0.009979188442230225 time: 7:02:56.225037
- B/E: 27 / 181 , Gen_loss: -0.36940357 MI_loss: 22.434305 Detection error: 0.00999218225479126 time: 7:02:57.135459
- B/E: 28 / 181 , Gen_loss: -0.35534137 MI_loss: 21.545717 Detection error: 0.009982764720916748 time: 7:02:58.018948
- B/E: 29 / 181 , Gen_loss: -0.36360407 MI_loss: 22.037582 Detection error: 0.01000523567199707 time: 7:02:58.909917
- B/E: 30 / 181 , Gen_loss: -0.3439437 MI_loss: 20.886206 Detection error: 0.010006070137023926 time: 7:02:59.792836
- B/E: 31 / 181 , Gen_loss: -0.35705444 MI_loss: 21.724516 Detection error: 0.00996774435043335 time: 7:03:00.678850
- B/E: 32 / 181 , Gen_loss: -0.35444024 MI_loss: 21.457378 Detection error: 0.009981036186218262 time: 7:03:01.567649
- B/E: 33 / 181 , Gen_loss: -0.3672593 MI_loss: 22.074862 Detection error: 0.009948551654815674 time: 7:03:02.455121
- B/E: 34 / 181 , Gen_loss: -0.36030483 MI_loss: 21.953749 Detection error: 0.009945511817932129 time: 7:03:03.341041
- B/E: 35 / 181 , Gen_loss: -0.36170307 MI_loss: 21.87455 Detection error: 0.009927928447723389 time: 7:03:04.240344
- B/E: 36 / 181 , Gen_loss: -0.3566244 MI_loss: 21.55553 Detection error: 0.009931564331054688 time: 7:03:05.127439
- B/E: 37 / 181 , Gen_loss: -0.3569368 MI_loss: 21.615139 Detection error: 0.009930908679962158 time: 7:03:06.006817
- B/E: 38 / 181 , Gen_loss: -0.34560215 MI_loss: 20.90435 Detection error: 0.009943902492523193 time: 7:03:06.890698
- B/E: 39 / 181 , Gen_loss: -0.3537812 MI_loss: 21.464403 Detection error: 0.009937524795532227 time: 7:03:07.776559
- B/E: 40 / 181 , Gen_loss: -0.35867587 MI_loss: 21.81065 Detection error: 0.009929895401000977 time: 7:03:08.660771
- B/E: 41 / 181 , Gen_loss: -0.36105624 MI_loss: 21.940804 Detection error: 0.009920358657836914 time: 7:03:09.644098
- B/E: 42 / 181 , Gen_loss: -0.358704 MI_loss: 21.76963 Detection error: 0.009918630123138428 time: 7:03:10.522357
- B/E: 43 / 181 , Gen_loss: -0.35870862 MI_loss: 21.78592 Detection error: 0.009919047355651855 time: 7:03:11.362041
- B/E: 44 / 181 , Gen_loss: -0.36639675 MI_loss: 22.474682 Detection error: 0.009940266609191895 time: 7:03:12.248011
- B/E: 45 / 181 , Gen_loss: -0.36078 MI_loss: 21.950758 Detection error: 0.009938180446624756 time: 7:03:13.103078
- B/E: 46 / 181 , Gen_loss: -0.35908803 MI_loss: 21.699999 Detection error: 0.00995481014251709 time: 7:03:13.880084
- B/E: 47 / 181 , Gen_loss: -0.35475558 MI_loss: 21.510687 Detection error: 0.009953141212463379 time: 7:03:14.650884
- B/E: 48 / 181 , Gen_loss: -0.37114888 MI_loss: 22.575174 Detection error: 0.009964942932128906 time: 7:03:15.534265
- B/E: 49 / 181 , Gen_loss: -0.35158026 MI_loss: 21.325796 Detection error: 0.009967505931854248 time: 7:03:16.423210
- B/E: 50 / 181 , Gen_loss: -0.3621232 MI_loss: 21.910849 Detection error: 0.009980380535125732 time: 7:03:17.304077
- B/E: 51 / 181 , Gen_loss: -0.35374522 MI_loss: 21.46939 Detection error: 0.009971141815185547 time: 7:03:18.187957
- B/E: 52 / 181 , Gen_loss: -0.36061427 MI_loss: 21.89299 Detection error: 0.009976387023925781 time: 7:03:19.000460
- B/E: 53 / 181 , Gen_loss: -0.35531712 MI_loss: 21.472767 Detection error: 0.009995341300964355 time: 7:03:19.825016
- B/E: 54 / 181 , Gen_loss: -0.35035107 MI_loss: 21.23285 Detection error: 0.009993195533752441 time: 7:03:20.598838
- B/E: 55 / 181 , Gen_loss: -0.35878408 MI_loss: 21.6475 Detection error: 0.009975433349609375 time: 7:03:21.489387
- B/E: 56 / 181 , Gen_loss: -0.3578918 MI_loss: 21.680613 Detection error: 0.00995779037475586 time: 7:03:22.375589
- B/E: 57 / 181 , Gen_loss: -0.3663749 MI_loss: 22.164932 Detection error: 0.009953141212463379 time: 7:03:23.344419
- B/E: 58 / 181 , Gen_loss: -0.35882708 MI_loss: 21.719564 Detection error: 0.009952843189239502 time: 7:03:24.232276
- B/E: 59 / 181 , Gen_loss: -0.35469258 MI_loss: 21.412859 Detection error: 0.009971380233764648 time: 7:03:25.159032
- B/E: 60 / 181 , Gen_loss: -0.3607222 MI_loss: 21.797626 Detection error: 0.00996309518814087 time: 7:03:26.053553
- B/E: 61 / 181 , Gen_loss: -0.3525827 MI_loss: 21.469751 Detection error: 0.009965240955352783 time: 7:03:26.934720
- B/E: 62 / 181 , Gen_loss: -0.36669263 MI_loss: 22.051414 Detection error: 0.009977161884307861 time: 7:03:27.820324
- B/E: 63 / 181 , Gen_loss: -0.3621461 MI_loss: 21.991938 Detection error: 0.009975075721740723 time: 7:03:28.707661
- B/E: 64 / 181 , Gen_loss: -0.35956645 MI_loss: 21.975708 Detection error: 0.009968757629394531 time: 7:03:29.594005
- B/E: 65 / 181 , Gen_loss: -0.3596684 MI_loss: 21.792387 Detection error: 0.009961187839508057 time: 7:03:30.476498
- B/E: 66 / 181 , Gen_loss: -0.36425674 MI_loss: 21.963728 Detection error: 0.009970605373382568 time: 7:03:31.387905
- B/E: 67 / 181 , Gen_loss: -0.3661683 MI_loss: 22.073364 Detection error: 0.009959578514099121 time: 7:03:32.277803
- B/E: 68 / 181 , Gen_loss: -0.3542549 MI_loss: 21.455688 Detection error: 0.009970545768737793 time: 7:03:33.164384
- B/E: 69 / 181 , Gen_loss: -0.36410162 MI_loss: 22.115295 Detection error: 0.0099678635597229 time: 7:03:34.045859
- B/E: 70 / 181 , Gen_loss: -0.3638679 MI_loss: 21.999119 Detection error: 0.00996696949005127 time: 7:03:34.955066
- B/E: 71 / 181 , Gen_loss: -0.35377577 MI_loss: 21.407135 Detection error: 0.009965300559997559 time: 7:03:35.839043
- B/E: 72 / 181 , Gen_loss: -0.36335126 MI_loss: 22.129864 Detection error: 0.009964048862457275 time: 7:03:36.725275
- B/E: 73 / 181 , Gen_loss: -0.35387555 MI_loss: 21.463089 Detection error: 0.009955644607543945 time: 7:03:37.706348
- B/E: 74 / 181 , Gen_loss: -0.36164021 MI_loss: 21.976505 Detection error: 0.009959995746612549 time: 7:03:38.594413
- B/E: 75 / 181 , Gen_loss: -0.35554388 MI_loss: 21.614294 Detection error: 0.009955167770385742 time: 7:03:39.475574
- B/E: 76 / 181 , Gen_loss: -0.3525624 MI_loss: 21.454401 Detection error: 0.009958624839782715 time: 7:03:40.357750
- B/E: 77 / 181 , Gen_loss: -0.35803428 MI_loss: 21.60099 Detection error: 0.009951531887054443 time: 7:03:41.238719
- B/E: 78 / 181 , Gen_loss: -0.35920462 MI_loss: 21.58875 Detection error: 0.00994420051574707 time: 7:03:42.119587
- B/E: 79 / 181 , Gen_loss: -0.3660569 MI_loss: 22.163784 Detection error: 0.009963274002075195 time: 7:03:42.999494
- B/E: 80 / 181 , Gen_loss: -0.35997453 MI_loss: 21.844048 Detection error: 0.009972631931304932 time: 7:03:43.868403
- B/E: 81 / 181 , Gen_loss: -0.35656774 MI_loss: 21.563986 Detection error: 0.009961485862731934 time: 7:03:44.765570
- B/E: 82 / 181 , Gen_loss: -0.35848412 MI_loss: 21.597694 Detection error: 0.009955942630767822 time: 7:03:45.650739
- B/E: 83 / 181 , Gen_loss: -0.35618317 MI_loss: 21.641947 Detection error: 0.00996166467666626 time: 7:03:46.534083
- B/E: 84 / 181 , Gen_loss: -0.35908023 MI_loss: 21.821465 Detection error: 0.009959936141967773 time: 7:03:47.419572
- B/E: 85 / 181 , Gen_loss: -0.36108962 MI_loss: 21.701138 Detection error: 0.00993967056274414 time: 7:03:48.396706
- B/E: 86 / 181 , Gen_loss: -0.3568178 MI_loss: 21.740246 Detection error: 0.009941816329956055 time: 7:03:49.190976
- B/E: 87 / 181 , Gen_loss: -0.355829 MI_loss: 21.448748 Detection error: 0.009925782680511475 time: 7:03:50.086519
- B/E: 88 / 181 , Gen_loss: -0.35778594 MI_loss: 21.663456 Detection error: 0.00991678237915039 time: 7:03:50.976529
- B/E: 89 / 181 , Gen_loss: -0.35367453 MI_loss: 21.466759 Detection error: 0.0099257230758667 time: 7:03:51.944663
- B/E: 90 / 181 , Gen_loss: -0.36603835 MI_loss: 22.1545 Detection error: 0.009928226470947266 time: 7:03:52.829419
- B/E: 91 / 181 , Gen_loss: -0.35157192 MI_loss: 21.345749 Detection error: 0.009932756423950195 time: 7:03:53.716883
- B/E: 92 / 181 , Gen_loss: -0.34622562 MI_loss: 20.932945 Detection error: 0.009921014308929443 time: 7:03:54.600395
- B/E: 93 / 181 , Gen_loss: -0.35766777 MI_loss: 21.697376 Detection error: 0.009916543960571289 time: 7:03:55.484117
- B/E: 94 / 181 , Gen_loss: -0.36031586 MI_loss: 21.947666 Detection error: 0.00993192195892334 time: 7:03:56.371405
- B/E: 95 / 181 , Gen_loss: -0.35479486 MI_loss: 21.703445 Detection error: 0.00993877649307251 time: 7:03:57.264621
- B/E: 96 / 181 , Gen_loss: -0.35504583 MI_loss: 21.62857 Detection error: 0.009935915470123291 time: 7:03:58.091365
- B/E: 97 / 181 , Gen_loss: -0.36563736 MI_loss: 22.170118 Detection error: 0.009926974773406982 time: 7:03:58.900628
- B/E: 98 / 181 , Gen_loss: -0.3578099 MI_loss: 21.608713 Detection error: 0.009910047054290771 time: 7:03:59.670712
- B/E: 99 / 181 , Gen_loss: -0.3549569 MI_loss: 21.278803 Detection error: 0.00990903377532959 time: 7:04:00.467245
- B/E: 100 / 181 , Gen_loss: -0.35774344 MI_loss: 21.708105 Detection error: 0.00991213321685791 time: 7:04:01.238451
- B/E: 101 / 181 , Gen_loss: -0.35614243 MI_loss: 21.847254 Detection error: 0.009917259216308594 time: 7:04:02.086875
- B/E: 102 / 181 , Gen_loss: -0.35453713 MI_loss: 21.53769 Detection error: 0.009915649890899658 time: 7:04:02.866815
- B/E: 103 / 181 , Gen_loss: -0.35893127 MI_loss: 21.68425 Detection error: 0.009917080402374268 time: 7:04:03.707927
- B/E: 104 / 181 , Gen_loss: -0.35880932 MI_loss: 21.581568 Detection error: 0.009923219680786133 time: 7:04:04.600476
- B/E: 105 / 181 , Gen_loss: -0.36199567 MI_loss: 21.885757 Detection error: 0.00991511344909668 time: 7:04:05.562833
- B/E: 106 / 181 , Gen_loss: -0.35711634 MI_loss: 21.665466 Detection error: 0.009921133518218994 time: 7:04:06.451073
- B/E: 107 / 181 , Gen_loss: -0.36427572 MI_loss: 22.229193 Detection error: 0.009922444820404053 time: 7:04:07.334720
- B/E: 108 / 181 , Gen_loss: -0.35863477 MI_loss: 21.719555 Detection error: 0.009925484657287598 time: 7:04:08.220355
- B/E: 109 / 181 , Gen_loss: -0.35770458 MI_loss: 21.662182 Detection error: 0.009922444820404053 time: 7:04:09.103280
- B/E: 110 / 181 , Gen_loss: -0.36080804 MI_loss: 21.76469 Detection error: 0.009915530681610107 time: 7:04:09.982427
- B/E: 111 / 181 , Gen_loss: -0.3564245 MI_loss: 21.63438 Detection error: 0.0099143385887146 time: 7:04:10.884699
- B/E: 112 / 181 , Gen_loss: -0.3641546 MI_loss: 22.22644 Detection error: 0.009915649890899658 time: 7:04:11.772426
- B/E: 113 / 181 , Gen_loss: -0.3560422 MI_loss: 21.691631 Detection error: 0.009920775890350342 time: 7:04:12.683458
- B/E: 114 / 181 , Gen_loss: -0.36511716 MI_loss: 22.307688 Detection error: 0.009923398494720459 time: 7:04:13.569181
- B/E: 115 / 181 , Gen_loss: -0.366445 MI_loss: 21.997667 Detection error: 0.009919166564941406 time: 7:04:14.450298
- B/E: 116 / 181 , Gen_loss: -0.35088655 MI_loss: 21.205372 Detection error: 0.009914517402648926 time: 7:04:15.336466
- B/E: 117 / 181 , Gen_loss: -0.35952577 MI_loss: 21.883436 Detection error: 0.009920835494995117 time: 7:04:16.227861
- B/E: 118 / 181 , Gen_loss: -0.35551468 MI_loss: 21.462461 Detection error: 0.009913325309753418 time: 7:04:17.110939
- B/E: 119 / 181 , Gen_loss: -0.3628257 MI_loss: 21.98168 Detection error: 0.009909868240356445 time: 7:04:17.995958
- B/E: 120 / 181 , Gen_loss: -0.35779977 MI_loss: 21.709652 Detection error: 0.009911179542541504 time: 7:04:18.878566
- B/E: 121 / 181 , Gen_loss: -0.37065643 MI_loss: 22.65899 Detection error: 0.00991290807723999 time: 7:04:19.861365
- B/E: 122 / 181 , Gen_loss: -0.37106127 MI_loss: 22.454657 Detection error: 0.009907543659210205 time: 7:04:20.742118
- B/E: 123 / 181 , Gen_loss: -0.35789195 MI_loss: 21.714083 Detection error: 0.009898662567138672 time: 7:04:21.622790
- B/E: 124 / 181 , Gen_loss: -0.35244823 MI_loss: 21.45479 Detection error: 0.009901762008666992 time: 7:04:22.504483
- B/E: 125 / 181 , Gen_loss: -0.36340627 MI_loss: 22.001637 Detection error: 0.00989830493927002 time: 7:04:23.385134
- B/E: 126 / 181 , Gen_loss: -0.36044738 MI_loss: 21.884882 Detection error: 0.009904026985168457 time: 7:04:24.265010
- B/E: 127 / 181 , Gen_loss: -0.36803788 MI_loss: 22.338036 Detection error: 0.009904563426971436 time: 7:04:25.153912
- B/E: 128 / 181 , Gen_loss: -0.358904 MI_loss: 21.728598 Detection error: 0.009907960891723633 time: 7:04:26.048605
- B/E: 129 / 181 , Gen_loss: -0.3633395 MI_loss: 22.036339 Detection error: 0.009918272495269775 time: 7:04:26.932574
- B/E: 130 / 181 , Gen_loss: -0.34658712 MI_loss: 20.910275 Detection error: 0.009920299053192139 time: 7:04:27.817588
- B/E: 131 / 181 , Gen_loss: -0.35284477 MI_loss: 21.341793 Detection error: 0.009927093982696533 time: 7:04:28.712959
- B/E: 132 / 181 , Gen_loss: -0.35784405 MI_loss: 21.623545 Detection error: 0.009920597076416016 time: 7:04:29.595535
- B/E: 133 / 181 , Gen_loss: -0.3697929 MI_loss: 22.170456 Detection error: 0.009920716285705566 time: 7:04:30.475957
- B/E: 134 / 181 , Gen_loss: -0.37245506 MI_loss: 22.598389 Detection error: 0.009932398796081543 time: 7:04:31.367423
- B/E: 135 / 181 , Gen_loss: -0.35921082 MI_loss: 21.747698 Detection error: 0.009932458400726318 time: 7:04:32.256070
- B/E: 136 / 181 , Gen_loss: -0.35585865 MI_loss: 21.343822 Detection error: 0.009936153888702393 time: 7:04:33.135817
- B/E: 137 / 181 , Gen_loss: -0.35095614 MI_loss: 21.377571 Detection error: 0.009937703609466553 time: 7:04:34.076008
- B/E: 138 / 181 , Gen_loss: -0.3522908 MI_loss: 21.393883 Detection error: 0.009941339492797852 time: 7:04:34.864518
- B/E: 139 / 181 , Gen_loss: -0.36529982 MI_loss: 22.176365 Detection error: 0.009948432445526123 time: 7:04:35.711491
- B/E: 140 / 181 , Gen_loss: -0.3642524 MI_loss: 22.155481 Detection error: 0.009951472282409668 time: 7:04:36.588735
- B/E: 141 / 181 , Gen_loss: -0.35460672 MI_loss: 21.268707 Detection error: 0.009946942329406738 time: 7:04:37.470926
- B/E: 142 / 181 , Gen_loss: -0.34916696 MI_loss: 21.228653 Detection error: 0.009947121143341064 time: 7:04:38.360152
- B/E: 143 / 181 , Gen_loss: -0.36728522 MI_loss: 22.208242 Detection error: 0.009945511817932129 time: 7:04:39.242335
- B/E: 144 / 181 , Gen_loss: -0.35808182 MI_loss: 21.682093 Detection error: 0.009951949119567871 time: 7:04:40.124924
- B/E: 145 / 181 , Gen_loss: -0.3563805 MI_loss: 21.579428 Detection error: 0.00995934009552002 time: 7:04:41.013118
- B/E: 146 / 181 , Gen_loss: -0.3539313 MI_loss: 21.38693 Detection error: 0.009961724281311035 time: 7:04:41.814380
- B/E: 147 / 181 , Gen_loss: -0.35710195 MI_loss: 21.65586 Detection error: 0.009965181350708008 time: 7:04:42.702654
- B/E: 148 / 181 , Gen_loss: -0.35785356 MI_loss: 21.621094 Detection error: 0.009963929653167725 time: 7:04:43.585540
- B/E: 149 / 181 , Gen_loss: -0.36185053 MI_loss: 21.99992 Detection error: 0.009972095489501953 time: 7:04:44.470672
-
- Test Loss: 10.266077 Test Error: 0.010816693305969238
- -----
- EPOCH: 182
- B/E: 0 / 182 , Gen_loss: -0.354873 MI_loss: 21.530182 Detection error: 0.01012498140335083 time: 7:04:46.428379
- B/E: 1 / 182 , Gen_loss: -0.3550295 MI_loss: 21.509348 Detection error: 0.010390639305114746 time: 7:05:11.485960
- B/E: 2 / 182 , Gen_loss: -0.3541455 MI_loss: 21.391321 Detection error: 0.009979188442230225 time: 7:05:12.494802
- B/E: 3 / 182 , Gen_loss: -0.36530992 MI_loss: 22.233915 Detection error: 0.009757816791534424 time: 7:05:13.385697
- B/E: 4 / 182 , Gen_loss: -0.3484551 MI_loss: 21.01886 Detection error: 0.009881258010864258 time: 7:05:14.272370
- B/E: 5 / 182 , Gen_loss: -0.35888448 MI_loss: 22.051777 Detection error: 0.009937524795532227 time: 7:05:15.158113
- B/E: 6 / 182 , Gen_loss: -0.35117847 MI_loss: 21.3387 Detection error: 0.009928584098815918 time: 7:05:16.043600
- B/E: 7 / 182 , Gen_loss: -0.35756344 MI_loss: 21.674652 Detection error: 0.009996116161346436 time: 7:05:16.929769
- B/E: 8 / 182 , Gen_loss: -0.36638606 MI_loss: 22.253895 Detection error: 0.009906232357025146 time: 7:05:17.814078
- B/E: 9 / 182 , Gen_loss: -0.35105008 MI_loss: 21.297272 Detection error: 0.009856224060058594 time: 7:05:18.695936
- B/E: 10 / 182 , Gen_loss: -0.3604601 MI_loss: 21.8925 Detection error: 0.009909093379974365 time: 7:05:19.578232
- B/E: 11 / 182 , Gen_loss: -0.3620227 MI_loss: 21.875204 Detection error: 0.00991147756576538 time: 7:05:20.457850
- B/E: 12 / 182 , Gen_loss: -0.35867774 MI_loss: 21.718885 Detection error: 0.009968757629394531 time: 7:05:21.342305
- B/E: 13 / 182 , Gen_loss: -0.3617759 MI_loss: 21.867256 Detection error: 0.009984374046325684 time: 7:05:22.225033
- B/E: 14 / 182 , Gen_loss: -0.3656851 MI_loss: 22.11638 Detection error: 0.009968757629394531 time: 7:05:23.113291
- B/E: 15 / 182 , Gen_loss: -0.35838476 MI_loss: 21.756409 Detection error: 0.009958982467651367 time: 7:05:24.002914
- B/E: 16 / 182 , Gen_loss: -0.35686457 MI_loss: 21.574802 Detection error: 0.009937524795532227 time: 7:05:24.888488
- B/E: 17 / 182 , Gen_loss: -0.3694616 MI_loss: 22.33829 Detection error: 0.00992882251739502 time: 7:05:25.774025
- B/E: 18 / 182 , Gen_loss: -0.3625573 MI_loss: 21.937614 Detection error: 0.009863495826721191 time: 7:05:26.763604
- B/E: 19 / 182 , Gen_loss: -0.36200672 MI_loss: 22.034527 Detection error: 0.009874999523162842 time: 7:05:27.646629
- B/E: 20 / 182 , Gen_loss: -0.36727345 MI_loss: 22.336262 Detection error: 0.00991964340209961 time: 7:05:28.534882
- B/E: 21 / 182 , Gen_loss: -0.3582841 MI_loss: 21.748055 Detection error: 0.009890615940093994 time: 7:05:29.418228
- B/E: 22 / 182 , Gen_loss: -0.36010563 MI_loss: 21.89603 Detection error: 0.009898126125335693 time: 7:05:30.322980
- B/E: 23 / 182 , Gen_loss: -0.36054528 MI_loss: 21.891672 Detection error: 0.009893238544464111 time: 7:05:31.208302
- B/E: 24 / 182 , Gen_loss: -0.35636204 MI_loss: 21.610939 Detection error: 0.009896278381347656 time: 7:05:32.093479
- B/E: 25 / 182 , Gen_loss: -0.35273862 MI_loss: 21.353994 Detection error: 0.009911060333251953 time: 7:05:32.979528
- B/E: 26 / 182 , Gen_loss: -0.3431988 MI_loss: 20.853004 Detection error: 0.0099409818649292 time: 7:05:33.864700
- B/E: 27 / 182 , Gen_loss: -0.3578266 MI_loss: 21.706505 Detection error: 0.009967625141143799 time: 7:05:34.700306
- B/E: 28 / 182 , Gen_loss: -0.36012882 MI_loss: 21.82056 Detection error: 0.009964466094970703 time: 7:05:35.471926
- B/E: 29 / 182 , Gen_loss: -0.3629477 MI_loss: 21.976952 Detection error: 0.0099906325340271 time: 7:05:36.485431
- B/E: 30 / 182 , Gen_loss: -0.3517255 MI_loss: 21.376083 Detection error: 0.009954631328582764 time: 7:05:37.373031
- B/E: 31 / 182 , Gen_loss: -0.3555138 MI_loss: 21.427727 Detection error: 0.009928703308105469 time: 7:05:38.291622
- B/E: 32 / 182 , Gen_loss: -0.35403863 MI_loss: 21.46258 Detection error: 0.009934663772583008 time: 7:05:39.063012
- B/E: 33 / 182 , Gen_loss: -0.3508394 MI_loss: 21.218382 Detection error: 0.009930133819580078 time: 7:05:39.843037
- B/E: 34 / 182 , Gen_loss: -0.35564482 MI_loss: 21.582985 Detection error: 0.009913384914398193 time: 7:05:40.615439
- B/E: 35 / 182 , Gen_loss: -0.36262706 MI_loss: 21.94646 Detection error: 0.009901881217956543 time: 7:05:41.458779
- B/E: 36 / 182 , Gen_loss: -0.3594848 MI_loss: 21.64007 Detection error: 0.009891867637634277 time: 7:05:42.356179
- B/E: 37 / 182 , Gen_loss: -0.36915565 MI_loss: 22.410067 Detection error: 0.00991201400756836 time: 7:05:43.242029
- B/E: 38 / 182 , Gen_loss: -0.3462542 MI_loss: 21.101608 Detection error: 0.009931862354278564 time: 7:05:44.138792
- B/E: 39 / 182 , Gen_loss: -0.35868314 MI_loss: 21.720558 Detection error: 0.009928107261657715 time: 7:05:45.019546
- B/E: 40 / 182 , Gen_loss: -0.35227776 MI_loss: 21.49245 Detection error: 0.009932160377502441 time: 7:05:45.906385
- B/E: 41 / 182 , Gen_loss: -0.35880035 MI_loss: 21.720308 Detection error: 0.009918928146362305 time: 7:05:46.788321
- B/E: 42 / 182 , Gen_loss: -0.35618836 MI_loss: 21.69712 Detection error: 0.009906947612762451 time: 7:05:47.672927
- B/E: 43 / 182 , Gen_loss: -0.37295568 MI_loss: 22.513851 Detection error: 0.009915471076965332 time: 7:05:48.558735
- B/E: 44 / 182 , Gen_loss: -0.35378212 MI_loss: 21.343908 Detection error: 0.00991666316986084 time: 7:05:49.444063
- B/E: 45 / 182 , Gen_loss: -0.3558631 MI_loss: 21.650959 Detection error: 0.00993204116821289 time: 7:05:50.332742
- B/E: 46 / 182 , Gen_loss: -0.35099888 MI_loss: 21.258648 Detection error: 0.009948134422302246 time: 7:05:51.221679
- B/E: 47 / 182 , Gen_loss: -0.35534203 MI_loss: 21.444513 Detection error: 0.009940743446350098 time: 7:05:52.118654
- B/E: 48 / 182 , Gen_loss: -0.359519 MI_loss: 21.876661 Detection error: 0.009952187538146973 time: 7:05:53.080271
- B/E: 49 / 182 , Gen_loss: -0.35335302 MI_loss: 21.522062 Detection error: 0.009970605373382568 time: 7:05:53.961795
- B/E: 50 / 182 , Gen_loss: -0.35818666 MI_loss: 21.652466 Detection error: 0.009966909885406494 time: 7:05:54.850081
- B/E: 51 / 182 , Gen_loss: -0.3569159 MI_loss: 21.589695 Detection error: 0.00997835397720337 time: 7:05:55.741613
- B/E: 52 / 182 , Gen_loss: -0.35565695 MI_loss: 21.42323 Detection error: 0.009973466396331787 time: 7:05:56.622017
- B/E: 53 / 182 , Gen_loss: -0.35879776 MI_loss: 21.773209 Detection error: 0.00999307632446289 time: 7:05:57.505035
- B/E: 54 / 182 , Gen_loss: -0.35784048 MI_loss: 21.576511 Detection error: 0.009989798069000244 time: 7:05:58.393628
- B/E: 55 / 182 , Gen_loss: -0.35219437 MI_loss: 21.363491 Detection error: 0.00997096300125122 time: 7:05:59.279211
- B/E: 56 / 182 , Gen_loss: -0.36541235 MI_loss: 21.976482 Detection error: 0.009956121444702148 time: 7:06:00.164296
- B/E: 57 / 182 , Gen_loss: -0.35724136 MI_loss: 21.536495 Detection error: 0.009957969188690186 time: 7:06:01.052377
- B/E: 58 / 182 , Gen_loss: -0.3550658 MI_loss: 21.53505 Detection error: 0.00995182991027832 time: 7:06:01.947064
- B/E: 59 / 182 , Gen_loss: -0.36045513 MI_loss: 21.923548 Detection error: 0.009961962699890137 time: 7:06:02.824486
- B/E: 60 / 182 , Gen_loss: -0.36480007 MI_loss: 22.151657 Detection error: 0.00995492935180664 time: 7:06:03.714033
- B/E: 61 / 182 , Gen_loss: -0.3534197 MI_loss: 21.356396 Detection error: 0.009967267513275146 time: 7:06:04.634043
- B/E: 62 / 182 , Gen_loss: -0.34757876 MI_loss: 20.961187 Detection error: 0.00997072458267212 time: 7:06:05.532530
- B/E: 63 / 182 , Gen_loss: -0.3567996 MI_loss: 21.601576 Detection error: 0.009959936141967773 time: 7:06:06.487921
- B/E: 64 / 182 , Gen_loss: -0.35889155 MI_loss: 21.856874 Detection error: 0.009962975978851318 time: 7:06:07.369244
- B/E: 65 / 182 , Gen_loss: -0.35958087 MI_loss: 21.759062 Detection error: 0.009966373443603516 time: 7:06:08.277010
- B/E: 66 / 182 , Gen_loss: -0.36625987 MI_loss: 22.211344 Detection error: 0.009967327117919922 time: 7:06:09.160214
- B/E: 67 / 182 , Gen_loss: -0.3683651 MI_loss: 22.180826 Detection error: 0.009961843490600586 time: 7:06:09.970869
- B/E: 68 / 182 , Gen_loss: -0.36154437 MI_loss: 21.96236 Detection error: 0.009961962699890137 time: 7:06:10.872760
- B/E: 69 / 182 , Gen_loss: -0.3659891 MI_loss: 22.15561 Detection error: 0.009969174861907959 time: 7:06:11.761230
- B/E: 70 / 182 , Gen_loss: -0.36561233 MI_loss: 22.266914 Detection error: 0.0099678635597229 time: 7:06:12.678785
- B/E: 71 / 182 , Gen_loss: -0.35294726 MI_loss: 21.32837 Detection error: 0.009962260723114014 time: 7:06:13.557867
- B/E: 72 / 182 , Gen_loss: -0.35674638 MI_loss: 21.648136 Detection error: 0.009963631629943848 time: 7:06:14.447673
- B/E: 73 / 182 , Gen_loss: -0.37217832 MI_loss: 22.477646 Detection error: 0.00995945930480957 time: 7:06:15.329945
- B/E: 74 / 182 , Gen_loss: -0.37065035 MI_loss: 22.429031 Detection error: 0.009953737258911133 time: 7:06:16.212129
- B/E: 75 / 182 , Gen_loss: -0.35783765 MI_loss: 21.700294 Detection error: 0.009954750537872314 time: 7:06:17.091614
- B/E: 76 / 182 , Gen_loss: -0.35630193 MI_loss: 21.620419 Detection error: 0.009954571723937988 time: 7:06:17.979769
- B/E: 77 / 182 , Gen_loss: -0.3508745 MI_loss: 21.399158 Detection error: 0.00995713472366333 time: 7:06:18.862521
- B/E: 78 / 182 , Gen_loss: -0.36146128 MI_loss: 21.799791 Detection error: 0.009955286979675293 time: 7:06:19.744301
- B/E: 79 / 182 , Gen_loss: -0.3578817 MI_loss: 21.775671 Detection error: 0.009961724281311035 time: 7:06:20.726422
- B/E: 80 / 182 , Gen_loss: -0.36249346 MI_loss: 22.005291 Detection error: 0.009972214698791504 time: 7:06:21.617864
- B/E: 81 / 182 , Gen_loss: -0.36623275 MI_loss: 22.197409 Detection error: 0.009967207908630371 time: 7:06:22.506204
- B/E: 82 / 182 , Gen_loss: -0.3573471 MI_loss: 21.587652 Detection error: 0.009958207607269287 time: 7:06:23.391238
- B/E: 83 / 182 , Gen_loss: -0.35248575 MI_loss: 21.417795 Detection error: 0.009967267513275146 time: 7:06:24.280684
- B/E: 84 / 182 , Gen_loss: -0.35580018 MI_loss: 21.744942 Detection error: 0.00996178388595581 time: 7:06:25.142127
- B/E: 85 / 182 , Gen_loss: -0.35240683 MI_loss: 21.255737 Detection error: 0.009945154190063477 time: 7:06:25.956161
- B/E: 86 / 182 , Gen_loss: -0.35916102 MI_loss: 21.724724 Detection error: 0.009940385818481445 time: 7:06:26.852908
- B/E: 87 / 182 , Gen_loss: -0.35666037 MI_loss: 21.639896 Detection error: 0.009929001331329346 time: 7:06:27.690423
- B/E: 88 / 182 , Gen_loss: -0.35155082 MI_loss: 21.207678 Detection error: 0.00991678237915039 time: 7:06:28.501833
- B/E: 89 / 182 , Gen_loss: -0.36077067 MI_loss: 21.957075 Detection error: 0.009923934936523438 time: 7:06:29.319918
- B/E: 90 / 182 , Gen_loss: -0.35298762 MI_loss: 21.415073 Detection error: 0.009924471378326416 time: 7:06:30.148484
- B/E: 91 / 182 , Gen_loss: -0.3594389 MI_loss: 21.80309 Detection error: 0.009931743144989014 time: 7:06:30.999887
- B/E: 92 / 182 , Gen_loss: -0.35388285 MI_loss: 21.394733 Detection error: 0.009915351867675781 time: 7:06:31.900615
- B/E: 93 / 182 , Gen_loss: -0.3555025 MI_loss: 21.576689 Detection error: 0.009922564029693604 time: 7:06:32.785499
- B/E: 94 / 182 , Gen_loss: -0.35015523 MI_loss: 21.345642 Detection error: 0.0099295973777771 time: 7:06:33.678664
- B/E: 95 / 182 , Gen_loss: -0.3492608 MI_loss: 21.203539 Detection error: 0.009932279586791992 time: 7:06:34.646798
- B/E: 96 / 182 , Gen_loss: -0.35670966 MI_loss: 21.730877 Detection error: 0.009933292865753174 time: 7:06:35.533636
- B/E: 97 / 182 , Gen_loss: -0.35073408 MI_loss: 21.253735 Detection error: 0.00992727279663086 time: 7:06:36.414523
- B/E: 98 / 182 , Gen_loss: -0.35255682 MI_loss: 21.305614 Detection error: 0.00991600751876831 time: 7:06:37.294184
- B/E: 99 / 182 , Gen_loss: -0.35844195 MI_loss: 21.656069 Detection error: 0.00991278886795044 time: 7:06:38.176505
- B/E: 100 / 182 , Gen_loss: -0.36271077 MI_loss: 22.087141 Detection error: 0.009914934635162354 time: 7:06:39.060498
- B/E: 101 / 182 , Gen_loss: -0.3611338 MI_loss: 21.867563 Detection error: 0.009921848773956299 time: 7:06:39.946195
- B/E: 102 / 182 , Gen_loss: -0.35517913 MI_loss: 21.52888 Detection error: 0.009922325611114502 time: 7:06:40.831842
- B/E: 103 / 182 , Gen_loss: -0.37154496 MI_loss: 22.473965 Detection error: 0.009921252727508545 time: 7:06:41.708069
- B/E: 104 / 182 , Gen_loss: -0.3538705 MI_loss: 21.562485 Detection error: 0.009925603866577148 time: 7:06:42.602554
- B/E: 105 / 182 , Gen_loss: -0.3587447 MI_loss: 21.920155 Detection error: 0.009924232959747314 time: 7:06:43.504578
- B/E: 106 / 182 , Gen_loss: -0.35426936 MI_loss: 21.371714 Detection error: 0.00992053747177124 time: 7:06:44.387978
- B/E: 107 / 182 , Gen_loss: -0.3685617 MI_loss: 22.324482 Detection error: 0.009925901889801025 time: 7:06:45.270191
- B/E: 108 / 182 , Gen_loss: -0.36271346 MI_loss: 21.919704 Detection error: 0.009930610656738281 time: 7:06:46.177012
- B/E: 109 / 182 , Gen_loss: -0.35085794 MI_loss: 21.281216 Detection error: 0.009929537773132324 time: 7:06:47.059227
- B/E: 110 / 182 , Gen_loss: -0.36610016 MI_loss: 21.990889 Detection error: 0.009922027587890625 time: 7:06:47.944424
- B/E: 111 / 182 , Gen_loss: -0.35819006 MI_loss: 21.799025 Detection error: 0.009920477867126465 time: 7:06:48.924383
- B/E: 112 / 182 , Gen_loss: -0.3690371 MI_loss: 22.341606 Detection error: 0.009920060634613037 time: 7:06:49.808512
- B/E: 113 / 182 , Gen_loss: -0.36195964 MI_loss: 22.04041 Detection error: 0.009924054145812988 time: 7:06:50.689123
- B/E: 114 / 182 , Gen_loss: -0.34915376 MI_loss: 21.136248 Detection error: 0.009922564029693604 time: 7:06:51.572998
- B/E: 115 / 182 , Gen_loss: -0.36864156 MI_loss: 22.309216 Detection error: 0.009921848773956299 time: 7:06:52.412458
- B/E: 116 / 182 , Gen_loss: -0.3574901 MI_loss: 21.680998 Detection error: 0.009922802448272705 time: 7:06:53.199690
- B/E: 117 / 182 , Gen_loss: -0.35038337 MI_loss: 21.266415 Detection error: 0.009925305843353271 time: 7:06:54.096621
- B/E: 118 / 182 , Gen_loss: -0.36085966 MI_loss: 21.799543 Detection error: 0.00991809368133545 time: 7:06:54.977710
- B/E: 119 / 182 , Gen_loss: -0.35295543 MI_loss: 21.492704 Detection error: 0.009919524192810059 time: 7:06:55.858095
- B/E: 120 / 182 , Gen_loss: -0.3525157 MI_loss: 21.536705 Detection error: 0.009915292263031006 time: 7:06:56.740955
- B/E: 121 / 182 , Gen_loss: -0.3572335 MI_loss: 21.687119 Detection error: 0.009921848773956299 time: 7:06:57.624675
- B/E: 122 / 182 , Gen_loss: -0.3595964 MI_loss: 21.591831 Detection error: 0.009912848472595215 time: 7:06:58.440859
- B/E: 123 / 182 , Gen_loss: -0.35027453 MI_loss: 21.165245 Detection error: 0.009905993938446045 time: 7:06:59.219159
- B/E: 124 / 182 , Gen_loss: -0.35672715 MI_loss: 21.75811 Detection error: 0.009905517101287842 time: 7:07:00.069782
- B/E: 125 / 182 , Gen_loss: -0.35433275 MI_loss: 21.477026 Detection error: 0.009904265403747559 time: 7:07:00.950875
- B/E: 126 / 182 , Gen_loss: -0.3494884 MI_loss: 21.289568 Detection error: 0.009915351867675781 time: 7:07:01.842975
- B/E: 127 / 182 , Gen_loss: -0.34729877 MI_loss: 21.058594 Detection error: 0.009913086891174316 time: 7:07:02.812550
- B/E: 128 / 182 , Gen_loss: -0.36232117 MI_loss: 22.011477 Detection error: 0.00991886854171753 time: 7:07:03.698071
- B/E: 129 / 182 , Gen_loss: -0.35480762 MI_loss: 21.523611 Detection error: 0.009923100471496582 time: 7:07:04.585004
- B/E: 130 / 182 , Gen_loss: -0.3612791 MI_loss: 21.925776 Detection error: 0.009931564331054688 time: 7:07:05.399111
- B/E: 131 / 182 , Gen_loss: -0.35726812 MI_loss: 21.575846 Detection error: 0.00993490219116211 time: 7:07:06.264167
- B/E: 132 / 182 , Gen_loss: -0.37236103 MI_loss: 22.603617 Detection error: 0.009933054447174072 time: 7:07:07.143189
- B/E: 133 / 182 , Gen_loss: -0.3632859 MI_loss: 22.097322 Detection error: 0.009933531284332275 time: 7:07:08.031775
- B/E: 134 / 182 , Gen_loss: -0.36590475 MI_loss: 22.282513 Detection error: 0.009944677352905273 time: 7:07:08.916451
- B/E: 135 / 182 , Gen_loss: -0.36525407 MI_loss: 22.111534 Detection error: 0.009942352771759033 time: 7:07:09.798509
- B/E: 136 / 182 , Gen_loss: -0.35451958 MI_loss: 21.58099 Detection error: 0.009944319725036621 time: 7:07:10.681453
- B/E: 137 / 182 , Gen_loss: -0.35714212 MI_loss: 21.747765 Detection error: 0.009946584701538086 time: 7:07:11.571379
- B/E: 138 / 182 , Gen_loss: -0.36064717 MI_loss: 21.931416 Detection error: 0.00994962453842163 time: 7:07:12.460284
- B/E: 139 / 182 , Gen_loss: -0.35828376 MI_loss: 21.6633 Detection error: 0.00995492935180664 time: 7:07:13.340073
- B/E: 140 / 182 , Gen_loss: -0.35824937 MI_loss: 21.7794 Detection error: 0.00995725393295288 time: 7:07:14.219104
- B/E: 141 / 182 , Gen_loss: -0.36839765 MI_loss: 22.25699 Detection error: 0.009952664375305176 time: 7:07:15.104999
- B/E: 142 / 182 , Gen_loss: -0.35883617 MI_loss: 21.797651 Detection error: 0.009953677654266357 time: 7:07:15.985959
- B/E: 143 / 182 , Gen_loss: -0.35816708 MI_loss: 21.756575 Detection error: 0.00994962453842163 time: 7:07:16.938618
- B/E: 144 / 182 , Gen_loss: -0.34882426 MI_loss: 21.109425 Detection error: 0.00996100902557373 time: 7:07:17.832459
- B/E: 145 / 182 , Gen_loss: -0.3570221 MI_loss: 21.527983 Detection error: 0.009964466094970703 time: 7:07:18.714846
- B/E: 146 / 182 , Gen_loss: -0.35553944 MI_loss: 21.538546 Detection error: 0.009967029094696045 time: 7:07:19.591930
- B/E: 147 / 182 , Gen_loss: -0.36538997 MI_loss: 22.124374 Detection error: 0.009969830513000488 time: 7:07:20.483796
- B/E: 148 / 182 , Gen_loss: -0.3585316 MI_loss: 21.625902 Detection error: 0.009974837303161621 time: 7:07:21.389422
- B/E: 149 / 182 , Gen_loss: -0.3682615 MI_loss: 22.533333 Detection error: 0.009979784488677979 time: 7:07:22.271625
-
- Test Loss: 10.253262 Test Error: 0.01078331470489502
- -----
- EPOCH: 183
- B/E: 0 / 183 , Gen_loss: -0.35384867 MI_loss: 21.378307 Detection error: 0.010749995708465576 time: 7:07:24.240405
- B/E: 1 / 183 , Gen_loss: -0.34748888 MI_loss: 21.076723 Detection error: 0.010343730449676514 time: 7:07:49.308237
- B/E: 2 / 183 , Gen_loss: -0.3491565 MI_loss: 21.082216 Detection error: 0.009968757629394531 time: 7:07:50.155611
- B/E: 3 / 183 , Gen_loss: -0.36298415 MI_loss: 22.052801 Detection error: 0.00989842414855957 time: 7:07:51.054009
- B/E: 4 / 183 , Gen_loss: -0.35677516 MI_loss: 21.583513 Detection error: 0.009868741035461426 time: 7:07:51.931329
- B/E: 5 / 183 , Gen_loss: -0.36587226 MI_loss: 22.458363 Detection error: 0.009984374046325684 time: 7:07:52.912781
- B/E: 6 / 183 , Gen_loss: -0.35508794 MI_loss: 21.55059 Detection error: 0.009991049766540527 time: 7:07:53.807488
- B/E: 7 / 183 , Gen_loss: -0.3557823 MI_loss: 21.626408 Detection error: 0.010019540786743164 time: 7:07:54.697109
- B/E: 8 / 183 , Gen_loss: -0.36356553 MI_loss: 21.89173 Detection error: 0.009951412677764893 time: 7:07:55.580735
- B/E: 9 / 183 , Gen_loss: -0.3506827 MI_loss: 21.26138 Detection error: 0.009928107261657715 time: 7:07:56.496918
- B/E: 10 / 183 , Gen_loss: -0.37035745 MI_loss: 22.452858 Detection error: 0.009920477867126465 time: 7:07:57.419081
- B/E: 11 / 183 , Gen_loss: -0.36477387 MI_loss: 22.070824 Detection error: 0.00995570421218872 time: 7:07:58.304954
- B/E: 12 / 183 , Gen_loss: -0.35417968 MI_loss: 21.36729 Detection error: 0.009966373443603516 time: 7:07:59.191916
- B/E: 13 / 183 , Gen_loss: -0.35836902 MI_loss: 21.754059 Detection error: 0.010008931159973145 time: 7:08:00.101717
- B/E: 14 / 183 , Gen_loss: -0.3652755 MI_loss: 22.109655 Detection error: 0.009989559650421143 time: 7:08:00.989617
- B/E: 15 / 183 , Gen_loss: -0.36404273 MI_loss: 22.049782 Detection error: 0.009966790676116943 time: 7:08:01.876740
- B/E: 16 / 183 , Gen_loss: -0.364414 MI_loss: 21.908495 Detection error: 0.009933829307556152 time: 7:08:02.759478
- B/E: 17 / 183 , Gen_loss: -0.35072696 MI_loss: 21.228899 Detection error: 0.009951412677764893 time: 7:08:03.647420
- B/E: 18 / 183 , Gen_loss: -0.3511165 MI_loss: 21.103096 Detection error: 0.009896397590637207 time: 7:08:04.538029
- B/E: 19 / 183 , Gen_loss: -0.3577737 MI_loss: 21.728857 Detection error: 0.00989687442779541 time: 7:08:05.422973
- B/E: 20 / 183 , Gen_loss: -0.35985383 MI_loss: 21.822592 Detection error: 0.009925603866577148 time: 7:08:06.431490
- B/E: 21 / 183 , Gen_loss: -0.34575212 MI_loss: 20.918152 Detection error: 0.009931802749633789 time: 7:08:07.314316
- B/E: 22 / 183 , Gen_loss: -0.36458075 MI_loss: 22.034328 Detection error: 0.009923934936523438 time: 7:08:08.201673
- B/E: 23 / 183 , Gen_loss: -0.35812476 MI_loss: 21.679222 Detection error: 0.009901046752929688 time: 7:08:09.081490
- B/E: 24 / 183 , Gen_loss: -0.3652594 MI_loss: 22.039824 Detection error: 0.009898722171783447 time: 7:08:09.958956
- B/E: 25 / 183 , Gen_loss: -0.34616205 MI_loss: 20.946379 Detection error: 0.009914636611938477 time: 7:08:10.851950
- B/E: 26 / 183 , Gen_loss: -0.36247087 MI_loss: 22.063822 Detection error: 0.009966433048248291 time: 7:08:11.736338
- B/E: 27 / 183 , Gen_loss: -0.35960156 MI_loss: 21.768696 Detection error: 0.009959816932678223 time: 7:08:12.602290
- B/E: 28 / 183 , Gen_loss: -0.3497551 MI_loss: 21.257797 Detection error: 0.00997626781463623 time: 7:08:13.472301
- B/E: 29 / 183 , Gen_loss: -0.3543189 MI_loss: 21.556702 Detection error: 0.009996891021728516 time: 7:08:14.346436
- B/E: 30 / 183 , Gen_loss: -0.36237633 MI_loss: 21.86204 Detection error: 0.009974777698516846 time: 7:08:15.237586
- B/E: 31 / 183 , Gen_loss: -0.3598448 MI_loss: 21.691471 Detection error: 0.009932637214660645 time: 7:08:16.125570
- B/E: 32 / 183 , Gen_loss: -0.36044016 MI_loss: 21.822216 Detection error: 0.009954571723937988 time: 7:08:17.018597
- B/E: 33 / 183 , Gen_loss: -0.354195 MI_loss: 21.437965 Detection error: 0.00992739200592041 time: 7:08:17.895897
- B/E: 34 / 183 , Gen_loss: -0.352378 MI_loss: 21.486904 Detection error: 0.00993126630783081 time: 7:08:18.787520
- B/E: 35 / 183 , Gen_loss: -0.36569595 MI_loss: 22.009562 Detection error: 0.009927928447723389 time: 7:08:19.690107
- B/E: 36 / 183 , Gen_loss: -0.3632964 MI_loss: 21.901304 Detection error: 0.009929895401000977 time: 7:08:20.676550
- B/E: 37 / 183 , Gen_loss: -0.35832477 MI_loss: 21.696215 Detection error: 0.009920239448547363 time: 7:08:21.573348
- B/E: 38 / 183 , Gen_loss: -0.36017135 MI_loss: 21.916716 Detection error: 0.00993269681930542 time: 7:08:22.475014
- B/E: 39 / 183 , Gen_loss: -0.36170566 MI_loss: 21.837296 Detection error: 0.009913265705108643 time: 7:08:23.369393
- B/E: 40 / 183 , Gen_loss: -0.35131535 MI_loss: 21.273697 Detection error: 0.009925305843353271 time: 7:08:24.264850
- B/E: 41 / 183 , Gen_loss: -0.3630927 MI_loss: 22.042706 Detection error: 0.009936034679412842 time: 7:08:25.159141
- B/E: 42 / 183 , Gen_loss: -0.3606326 MI_loss: 21.905739 Detection error: 0.009907722473144531 time: 7:08:26.059954
- B/E: 43 / 183 , Gen_loss: -0.36147708 MI_loss: 21.65591 Detection error: 0.009906232357025146 time: 7:08:26.958238
- B/E: 44 / 183 , Gen_loss: -0.3437887 MI_loss: 20.724453 Detection error: 0.009920120239257812 time: 7:08:27.854928
- B/E: 45 / 183 , Gen_loss: -0.3618291 MI_loss: 22.078064 Detection error: 0.009929358959197998 time: 7:08:28.754145
- B/E: 46 / 183 , Gen_loss: -0.3587927 MI_loss: 21.77585 Detection error: 0.009939491748809814 time: 7:08:29.650058
- B/E: 47 / 183 , Gen_loss: -0.35435665 MI_loss: 21.454739 Detection error: 0.009940087795257568 time: 7:08:30.548136
- B/E: 48 / 183 , Gen_loss: -0.3634829 MI_loss: 22.055141 Detection error: 0.009954094886779785 time: 7:08:31.444762
- B/E: 49 / 183 , Gen_loss: -0.36052877 MI_loss: 21.95268 Detection error: 0.009961247444152832 time: 7:08:32.372481
- B/E: 50 / 183 , Gen_loss: -0.35683197 MI_loss: 21.68904 Detection error: 0.009971797466278076 time: 7:08:33.300317
- B/E: 51 / 183 , Gen_loss: -0.35748988 MI_loss: 21.739914 Detection error: 0.0099717378616333 time: 7:08:34.209505
- B/E: 52 / 183 , Gen_loss: -0.36038056 MI_loss: 21.785301 Detection error: 0.00997936725616455 time: 7:08:35.215517
- B/E: 53 / 183 , Gen_loss: -0.36723065 MI_loss: 22.186768 Detection error: 0.009989023208618164 time: 7:08:36.112357
- B/E: 54 / 183 , Gen_loss: -0.356255 MI_loss: 21.500462 Detection error: 0.009985804557800293 time: 7:08:37.013724
- B/E: 55 / 183 , Gen_loss: -0.36374703 MI_loss: 21.892002 Detection error: 0.009968221187591553 time: 7:08:37.931209
- B/E: 56 / 183 , Gen_loss: -0.3579167 MI_loss: 21.6519 Detection error: 0.009954512119293213 time: 7:08:38.829225
- B/E: 57 / 183 , Gen_loss: -0.3669734 MI_loss: 22.221827 Detection error: 0.009950995445251465 time: 7:08:39.731735
- B/E: 58 / 183 , Gen_loss: -0.35019597 MI_loss: 21.302567 Detection error: 0.009947538375854492 time: 7:08:40.628648
- B/E: 59 / 183 , Gen_loss: -0.3561039 MI_loss: 21.531956 Detection error: 0.009961485862731934 time: 7:08:41.530980
- B/E: 60 / 183 , Gen_loss: -0.36346126 MI_loss: 21.8411 Detection error: 0.009957492351531982 time: 7:08:42.434849
- B/E: 61 / 183 , Gen_loss: -0.3544252 MI_loss: 21.548248 Detection error: 0.00996321439743042 time: 7:08:43.334226
- B/E: 62 / 183 , Gen_loss: -0.35462978 MI_loss: 21.461596 Detection error: 0.009969770908355713 time: 7:08:44.234698
- B/E: 63 / 183 , Gen_loss: -0.3555895 MI_loss: 21.637163 Detection error: 0.00997018814086914 time: 7:08:45.130588
- B/E: 64 / 183 , Gen_loss: -0.36883563 MI_loss: 22.46249 Detection error: 0.009969711303710938 time: 7:08:46.023561
- B/E: 65 / 183 , Gen_loss: -0.36544323 MI_loss: 22.224915 Detection error: 0.009967327117919922 time: 7:08:46.919616
- B/E: 66 / 183 , Gen_loss: -0.35940972 MI_loss: 21.69218 Detection error: 0.009966433048248291 time: 7:08:47.816826
- B/E: 67 / 183 , Gen_loss: -0.3631615 MI_loss: 22.099064 Detection error: 0.009958624839782715 time: 7:08:48.712767
- B/E: 68 / 183 , Gen_loss: -0.35483563 MI_loss: 21.363407 Detection error: 0.009960174560546875 time: 7:08:49.707002
- B/E: 69 / 183 , Gen_loss: -0.3650267 MI_loss: 22.005724 Detection error: 0.009969651699066162 time: 7:08:50.614712
- B/E: 70 / 183 , Gen_loss: -0.3616363 MI_loss: 21.825075 Detection error: 0.009965658187866211 time: 7:08:51.553502
- B/E: 71 / 183 , Gen_loss: -0.34971806 MI_loss: 21.277401 Detection error: 0.009964406490325928 time: 7:08:52.453143
- B/E: 72 / 183 , Gen_loss: -0.3619892 MI_loss: 21.89757 Detection error: 0.009961068630218506 time: 7:08:53.351537
- B/E: 73 / 183 , Gen_loss: -0.36064756 MI_loss: 21.776281 Detection error: 0.009958207607269287 time: 7:08:54.255991
- B/E: 74 / 183 , Gen_loss: -0.35642558 MI_loss: 21.77956 Detection error: 0.009955823421478271 time: 7:08:55.144043
- B/E: 75 / 183 , Gen_loss: -0.3550449 MI_loss: 21.708458 Detection error: 0.009956002235412598 time: 7:08:56.023028
- B/E: 76 / 183 , Gen_loss: -0.36259377 MI_loss: 22.033403 Detection error: 0.009953320026397705 time: 7:08:56.911610
- B/E: 77 / 183 , Gen_loss: -0.35504344 MI_loss: 21.56805 Detection error: 0.009952723979949951 time: 7:08:57.801533
- B/E: 78 / 183 , Gen_loss: -0.3601709 MI_loss: 21.761309 Detection error: 0.009947776794433594 time: 7:08:58.695414
- B/E: 79 / 183 , Gen_loss: -0.35567242 MI_loss: 21.638943 Detection error: 0.009961307048797607 time: 7:08:59.574181
- B/E: 80 / 183 , Gen_loss: -0.36127022 MI_loss: 21.779676 Detection error: 0.009969532489776611 time: 7:09:00.447379
- B/E: 81 / 183 , Gen_loss: -0.3539601 MI_loss: 21.462933 Detection error: 0.009958088397979736 time: 7:09:01.323590
- B/E: 82 / 183 , Gen_loss: -0.35308194 MI_loss: 21.43285 Detection error: 0.009956300258636475 time: 7:09:02.197102
- B/E: 83 / 183 , Gen_loss: -0.35744417 MI_loss: 21.676567 Detection error: 0.009956121444702148 time: 7:09:03.074976
- B/E: 84 / 183 , Gen_loss: -0.35190848 MI_loss: 21.474897 Detection error: 0.009954750537872314 time: 7:09:04.074275
- B/E: 85 / 183 , Gen_loss: -0.3660799 MI_loss: 22.073145 Detection error: 0.00993567705154419 time: 7:09:04.986718
- B/E: 86 / 183 , Gen_loss: -0.35888723 MI_loss: 21.69748 Detection error: 0.009935319423675537 time: 7:09:05.884674
- B/E: 87 / 183 , Gen_loss: -0.36146685 MI_loss: 21.898735 Detection error: 0.009921848773956299 time: 7:09:06.778345
- B/E: 88 / 183 , Gen_loss: -0.35862738 MI_loss: 21.722404 Detection error: 0.00990837812423706 time: 7:09:07.670890
- B/E: 89 / 183 , Gen_loss: -0.3575783 MI_loss: 21.912045 Detection error: 0.009922564029693604 time: 7:09:08.563536
- B/E: 90 / 183 , Gen_loss: -0.35544378 MI_loss: 21.640396 Detection error: 0.00992274284362793 time: 7:09:09.464036
- B/E: 91 / 183 , Gen_loss: -0.35370284 MI_loss: 21.309517 Detection error: 0.009927630424499512 time: 7:09:10.364861
- B/E: 92 / 183 , Gen_loss: -0.35294896 MI_loss: 21.46439 Detection error: 0.009915649890899658 time: 7:09:11.263762
- B/E: 93 / 183 , Gen_loss: -0.3584547 MI_loss: 21.71452 Detection error: 0.009916901588439941 time: 7:09:12.167850
- B/E: 94 / 183 , Gen_loss: -0.34923798 MI_loss: 21.25133 Detection error: 0.009928643703460693 time: 7:09:13.103297
- B/E: 95 / 183 , Gen_loss: -0.35860613 MI_loss: 21.669117 Detection error: 0.009931325912475586 time: 7:09:13.999908
- B/E: 96 / 183 , Gen_loss: -0.3564842 MI_loss: 21.59064 Detection error: 0.009931683540344238 time: 7:09:14.898799
- B/E: 97 / 183 , Gen_loss: -0.36679932 MI_loss: 22.188566 Detection error: 0.009924769401550293 time: 7:09:15.814861
- B/E: 98 / 183 , Gen_loss: -0.36176875 MI_loss: 21.83965 Detection error: 0.009909391403198242 time: 7:09:16.714095
- B/E: 99 / 183 , Gen_loss: -0.3681474 MI_loss: 22.354067 Detection error: 0.009914398193359375 time: 7:09:17.609587
- B/E: 100 / 183 , Gen_loss: -0.36047664 MI_loss: 21.949574 Detection error: 0.009913980960845947 time: 7:09:18.601693
- B/E: 101 / 183 , Gen_loss: -0.3632402 MI_loss: 22.215006 Detection error: 0.009916365146636963 time: 7:09:19.500506
- B/E: 102 / 183 , Gen_loss: -0.36546 MI_loss: 22.233713 Detection error: 0.009917795658111572 time: 7:09:20.399314
- B/E: 103 / 183 , Gen_loss: -0.3586304 MI_loss: 21.83268 Detection error: 0.009912252426147461 time: 7:09:21.297435
- B/E: 104 / 183 , Gen_loss: -0.3539771 MI_loss: 21.487394 Detection error: 0.009918749332427979 time: 7:09:22.196461
- B/E: 105 / 183 , Gen_loss: -0.35882053 MI_loss: 21.808893 Detection error: 0.009918928146362305 time: 7:09:23.098979
- B/E: 106 / 183 , Gen_loss: -0.35636154 MI_loss: 21.571505 Detection error: 0.009920001029968262 time: 7:09:23.931992
- B/E: 107 / 183 , Gen_loss: -0.3671409 MI_loss: 22.254324 Detection error: 0.009920120239257812 time: 7:09:24.796861
- B/E: 108 / 183 , Gen_loss: -0.35904709 MI_loss: 21.74821 Detection error: 0.009919703006744385 time: 7:09:25.698642
- B/E: 109 / 183 , Gen_loss: -0.36077154 MI_loss: 21.969301 Detection error: 0.00992131233215332 time: 7:09:26.597437
- B/E: 110 / 183 , Gen_loss: -0.3615054 MI_loss: 21.845657 Detection error: 0.009913027286529541 time: 7:09:27.494457
- B/E: 111 / 183 , Gen_loss: -0.37116325 MI_loss: 22.678038 Detection error: 0.0099143385887146 time: 7:09:28.394569
- B/E: 112 / 183 , Gen_loss: -0.37045166 MI_loss: 22.262661 Detection error: 0.009914517402648926 time: 7:09:29.292145
- B/E: 113 / 183 , Gen_loss: -0.35287136 MI_loss: 21.446722 Detection error: 0.009919404983520508 time: 7:09:30.129909
- B/E: 114 / 183 , Gen_loss: -0.361185 MI_loss: 22.023647 Detection error: 0.00991600751876831 time: 7:09:30.916931
- B/E: 115 / 183 , Gen_loss: -0.36183608 MI_loss: 21.816084 Detection error: 0.009916484355926514 time: 7:09:31.705921
- B/E: 116 / 183 , Gen_loss: -0.35914955 MI_loss: 21.78159 Detection error: 0.009913206100463867 time: 7:09:32.577622
- B/E: 117 / 183 , Gen_loss: -0.34789184 MI_loss: 21.122517 Detection error: 0.009917616844177246 time: 7:09:33.360510
- B/E: 118 / 183 , Gen_loss: -0.36283675 MI_loss: 22.017345 Detection error: 0.00990915298461914 time: 7:09:34.133142
- B/E: 119 / 183 , Gen_loss: -0.36240593 MI_loss: 21.89753 Detection error: 0.009909629821777344 time: 7:09:34.909023
- B/E: 120 / 183 , Gen_loss: -0.3540542 MI_loss: 21.694832 Detection error: 0.009910643100738525 time: 7:09:35.785941
- B/E: 121 / 183 , Gen_loss: -0.3572547 MI_loss: 21.751232 Detection error: 0.009913146495819092 time: 7:09:36.594823
- B/E: 122 / 183 , Gen_loss: -0.3716777 MI_loss: 22.563238 Detection error: 0.009908020496368408 time: 7:09:37.500410
- B/E: 123 / 183 , Gen_loss: -0.352579 MI_loss: 21.213121 Detection error: 0.009899437427520752 time: 7:09:38.379939
- B/E: 124 / 183 , Gen_loss: -0.3539703 MI_loss: 21.451841 Detection error: 0.009899497032165527 time: 7:09:39.262303
- B/E: 125 / 183 , Gen_loss: -0.35786647 MI_loss: 21.734528 Detection error: 0.009900033473968506 time: 7:09:40.160044
- B/E: 126 / 183 , Gen_loss: -0.35473883 MI_loss: 21.574768 Detection error: 0.009910404682159424 time: 7:09:41.057355
- B/E: 127 / 183 , Gen_loss: -0.34645173 MI_loss: 21.011787 Detection error: 0.009909451007843018 time: 7:09:41.954839
- B/E: 128 / 183 , Gen_loss: -0.35544953 MI_loss: 21.59416 Detection error: 0.009912550449371338 time: 7:09:42.855133
- B/E: 129 / 183 , Gen_loss: -0.3501872 MI_loss: 21.347076 Detection error: 0.009918510913848877 time: 7:09:43.752468
- B/E: 130 / 183 , Gen_loss: -0.35064566 MI_loss: 21.23804 Detection error: 0.009926259517669678 time: 7:09:44.656981
- B/E: 131 / 183 , Gen_loss: -0.36279225 MI_loss: 21.915627 Detection error: 0.009925901889801025 time: 7:09:45.554712
- B/E: 132 / 183 , Gen_loss: -0.35915133 MI_loss: 21.739733 Detection error: 0.009922444820404053 time: 7:09:46.534667
- B/E: 133 / 183 , Gen_loss: -0.35015544 MI_loss: 21.265598 Detection error: 0.009924888610839844 time: 7:09:47.436698
- B/E: 134 / 183 , Gen_loss: -0.3592231 MI_loss: 21.911877 Detection error: 0.009935855865478516 time: 7:09:48.331621
- B/E: 135 / 183 , Gen_loss: -0.35177216 MI_loss: 21.290998 Detection error: 0.009934723377227783 time: 7:09:49.211521
- B/E: 136 / 183 , Gen_loss: -0.34760854 MI_loss: 21.136166 Detection error: 0.00993657112121582 time: 7:09:50.105200
- B/E: 137 / 183 , Gen_loss: -0.35174504 MI_loss: 21.438475 Detection error: 0.009943187236785889 time: 7:09:51.035498
- B/E: 138 / 183 , Gen_loss: -0.36407343 MI_loss: 22.084213 Detection error: 0.009943544864654541 time: 7:09:51.933909
- B/E: 139 / 183 , Gen_loss: -0.36772603 MI_loss: 22.260263 Detection error: 0.009950697422027588 time: 7:09:52.830551
- B/E: 140 / 183 , Gen_loss: -0.3582761 MI_loss: 21.666546 Detection error: 0.009952366352081299 time: 7:09:53.745616
- B/E: 141 / 183 , Gen_loss: -0.35565352 MI_loss: 21.37543 Detection error: 0.009950041770935059 time: 7:09:54.643568
- B/E: 142 / 183 , Gen_loss: -0.3668488 MI_loss: 22.198458 Detection error: 0.009947359561920166 time: 7:09:55.542398
- B/E: 143 / 183 , Gen_loss: -0.35670978 MI_loss: 21.685719 Detection error: 0.009946167469024658 time: 7:09:56.439258
- B/E: 144 / 183 , Gen_loss: -0.34707946 MI_loss: 21.086205 Detection error: 0.00995558500289917 time: 7:09:57.339878
- B/E: 145 / 183 , Gen_loss: -0.35132697 MI_loss: 21.273392 Detection error: 0.009960174560546875 time: 7:09:58.236903
- B/E: 146 / 183 , Gen_loss: -0.35947627 MI_loss: 21.664558 Detection error: 0.009960472583770752 time: 7:09:59.141777
- B/E: 147 / 183 , Gen_loss: -0.3577899 MI_loss: 21.71876 Detection error: 0.009961128234863281 time: 7:10:00.041636
- B/E: 148 / 183 , Gen_loss: -0.36608908 MI_loss: 22.211987 Detection error: 0.009966850280761719 time: 7:10:01.036797
- B/E: 149 / 183 , Gen_loss: -0.36470848 MI_loss: 22.168419 Detection error: 0.009971857070922852 time: 7:10:01.894825
-
- Test Loss: 10.2708235 Test Error: 0.010766685009002686
- -----
- EPOCH: 184
- B/E: 0 / 184 , Gen_loss: -0.3477097 MI_loss: 21.070848 Detection error: 0.010718762874603271 time: 7:10:03.861316
- B/E: 1 / 184 , Gen_loss: -0.35653928 MI_loss: 21.656254 Detection error: 0.01057809591293335 time: 7:10:30.138172
- B/E: 2 / 184 , Gen_loss: -0.35694703 MI_loss: 21.45069 Detection error: 0.009885430335998535 time: 7:10:31.062912
- B/E: 3 / 184 , Gen_loss: -0.35990414 MI_loss: 21.747417 Detection error: 0.009914040565490723 time: 7:10:31.957926
- B/E: 4 / 184 , Gen_loss: -0.3525703 MI_loss: 21.277988 Detection error: 0.009906232357025146 time: 7:10:32.844236
- B/E: 5 / 184 , Gen_loss: -0.35822216 MI_loss: 21.829788 Detection error: 0.00991666316986084 time: 7:10:33.732360
- B/E: 6 / 184 , Gen_loss: -0.3485147 MI_loss: 21.241104 Detection error: 0.0099107027053833 time: 7:10:34.611509
- B/E: 7 / 184 , Gen_loss: -0.35703847 MI_loss: 21.90948 Detection error: 0.010023415088653564 time: 7:10:35.498034
- B/E: 8 / 184 , Gen_loss: -0.3573165 MI_loss: 21.661362 Detection error: 0.009920120239257812 time: 7:10:36.380369
- B/E: 9 / 184 , Gen_loss: -0.3618483 MI_loss: 21.9798 Detection error: 0.00989997386932373 time: 7:10:37.265756
- B/E: 10 / 184 , Gen_loss: -0.36554202 MI_loss: 22.314224 Detection error: 0.009934663772583008 time: 7:10:38.250462
- B/E: 11 / 184 , Gen_loss: -0.35694736 MI_loss: 21.722858 Detection error: 0.009953141212463379 time: 7:10:39.137090
- B/E: 12 / 184 , Gen_loss: -0.36765108 MI_loss: 22.324785 Detection error: 0.010002374649047852 time: 7:10:40.028912
- B/E: 13 / 184 , Gen_loss: -0.35966307 MI_loss: 21.820744 Detection error: 0.010008931159973145 time: 7:10:40.915262
- B/E: 14 / 184 , Gen_loss: -0.36440718 MI_loss: 22.059885 Detection error: 0.00999373197555542 time: 7:10:41.797765
- B/E: 15 / 184 , Gen_loss: -0.3601461 MI_loss: 21.84113 Detection error: 0.00997459888458252 time: 7:10:42.704937
- B/E: 16 / 184 , Gen_loss: -0.36996812 MI_loss: 22.467201 Detection error: 0.009955883026123047 time: 7:10:43.595572
- B/E: 17 / 184 , Gen_loss: -0.35712248 MI_loss: 21.593616 Detection error: 0.00992882251739502 time: 7:10:44.479464
- B/E: 18 / 184 , Gen_loss: -0.36196068 MI_loss: 22.234875 Detection error: 0.009909510612487793 time: 7:10:45.367084
- B/E: 19 / 184 , Gen_loss: -0.34973907 MI_loss: 21.235725 Detection error: 0.009906232357025146 time: 7:10:46.261173
- B/E: 20 / 184 , Gen_loss: -0.3531312 MI_loss: 21.264183 Detection error: 0.009903252124786377 time: 7:10:47.141544
- B/E: 21 / 184 , Gen_loss: -0.34336054 MI_loss: 20.865526 Detection error: 0.009914755821228027 time: 7:10:48.018475
- B/E: 22 / 184 , Gen_loss: -0.363205 MI_loss: 21.991428 Detection error: 0.00989675521850586 time: 7:10:48.901802
- B/E: 23 / 184 , Gen_loss: -0.35340294 MI_loss: 21.369705 Detection error: 0.009869813919067383 time: 7:10:49.797608
- B/E: 24 / 184 , Gen_loss: -0.35413253 MI_loss: 21.506886 Detection error: 0.00989001989364624 time: 7:10:50.680571
- B/E: 25 / 184 , Gen_loss: -0.36289012 MI_loss: 21.832125 Detection error: 0.009889423847198486 time: 7:10:51.647416
- B/E: 26 / 184 , Gen_loss: -0.35456178 MI_loss: 21.608604 Detection error: 0.009942114353179932 time: 7:10:52.535789
- B/E: 27 / 184 , Gen_loss: -0.36369413 MI_loss: 22.139126 Detection error: 0.009960949420928955 time: 7:10:53.419385
- B/E: 28 / 184 , Gen_loss: -0.35710922 MI_loss: 21.459307 Detection error: 0.00996553897857666 time: 7:10:54.296902
- B/E: 29 / 184 , Gen_loss: -0.36229336 MI_loss: 22.095915 Detection error: 0.009983360767364502 time: 7:10:55.178398
- B/E: 30 / 184 , Gen_loss: -0.35971984 MI_loss: 21.823647 Detection error: 0.009970784187316895 time: 7:10:56.064640
- B/E: 31 / 184 , Gen_loss: -0.35106307 MI_loss: 21.172882 Detection error: 0.00993359088897705 time: 7:10:56.949157
- B/E: 32 / 184 , Gen_loss: -0.3668297 MI_loss: 22.328932 Detection error: 0.00995171070098877 time: 7:10:57.831132
- B/E: 33 / 184 , Gen_loss: -0.34320027 MI_loss: 20.781826 Detection error: 0.0099448561668396 time: 7:10:58.719373
- B/E: 34 / 184 , Gen_loss: -0.35099703 MI_loss: 21.462282 Detection error: 0.009941935539245605 time: 7:10:59.606748
- B/E: 35 / 184 , Gen_loss: -0.36245292 MI_loss: 21.902452 Detection error: 0.009924471378326416 time: 7:11:00.488751
- B/E: 36 / 184 , Gen_loss: -0.36959335 MI_loss: 22.164577 Detection error: 0.009906232357025146 time: 7:11:01.368737
- B/E: 37 / 184 , Gen_loss: -0.36026755 MI_loss: 21.758484 Detection error: 0.009916126728057861 time: 7:11:02.261186
- B/E: 38 / 184 , Gen_loss: -0.35627094 MI_loss: 21.693764 Detection error: 0.009930312633514404 time: 7:11:03.142389
- B/E: 39 / 184 , Gen_loss: -0.37256393 MI_loss: 22.395214 Detection error: 0.009921848773956299 time: 7:11:04.031658
- B/E: 40 / 184 , Gen_loss: -0.3558804 MI_loss: 21.580605 Detection error: 0.009909272193908691 time: 7:11:04.960225
- B/E: 41 / 184 , Gen_loss: -0.36221883 MI_loss: 22.115896 Detection error: 0.009915947914123535 time: 7:11:05.921065
- B/E: 42 / 184 , Gen_loss: -0.36407807 MI_loss: 22.08852 Detection error: 0.009903371334075928 time: 7:11:06.802612
- B/E: 43 / 184 , Gen_loss: -0.36310005 MI_loss: 21.954191 Detection error: 0.009903430938720703 time: 7:11:07.680451
- B/E: 44 / 184 , Gen_loss: -0.36584568 MI_loss: 22.129951 Detection error: 0.009918034076690674 time: 7:11:08.585126
- B/E: 45 / 184 , Gen_loss: -0.35111913 MI_loss: 21.238026 Detection error: 0.009914398193359375 time: 7:11:09.469687
- B/E: 46 / 184 , Gen_loss: -0.3546154 MI_loss: 21.42617 Detection error: 0.009926199913024902 time: 7:11:10.350952
- B/E: 47 / 184 , Gen_loss: -0.36168566 MI_loss: 21.766954 Detection error: 0.009923160076141357 time: 7:11:11.230076
- B/E: 48 / 184 , Gen_loss: -0.36376914 MI_loss: 22.061272 Detection error: 0.009942591190338135 time: 7:11:12.137278
- B/E: 49 / 184 , Gen_loss: -0.36771208 MI_loss: 22.367184 Detection error: 0.009940624237060547 time: 7:11:13.022654
- B/E: 50 / 184 , Gen_loss: -0.35197693 MI_loss: 21.382507 Detection error: 0.009952843189239502 time: 7:11:13.901791
- B/E: 51 / 184 , Gen_loss: -0.35722196 MI_loss: 21.714626 Detection error: 0.009962141513824463 time: 7:11:14.788831
- B/E: 52 / 184 , Gen_loss: -0.35747254 MI_loss: 21.712072 Detection error: 0.009951651096343994 time: 7:11:15.673589
- B/E: 53 / 184 , Gen_loss: -0.36897978 MI_loss: 22.311914 Detection error: 0.00996410846710205 time: 7:11:16.558751
- B/E: 54 / 184 , Gen_loss: -0.35226345 MI_loss: 21.460346 Detection error: 0.009971022605895996 time: 7:11:17.441349
- B/E: 55 / 184 , Gen_loss: -0.366538 MI_loss: 22.317389 Detection error: 0.00995701551437378 time: 7:11:18.329151
- B/E: 56 / 184 , Gen_loss: -0.35830846 MI_loss: 21.736755 Detection error: 0.009945154190063477 time: 7:11:19.216262
- B/E: 57 / 184 , Gen_loss: -0.3609597 MI_loss: 21.960049 Detection error: 0.009931027889251709 time: 7:11:20.197162
- B/E: 58 / 184 , Gen_loss: -0.35061294 MI_loss: 21.102322 Detection error: 0.009931683540344238 time: 7:11:21.084034
- B/E: 59 / 184 , Gen_loss: -0.36750853 MI_loss: 22.298155 Detection error: 0.00995105504989624 time: 7:11:21.969729
- B/E: 60 / 184 , Gen_loss: -0.36163628 MI_loss: 21.879951 Detection error: 0.009945213794708252 time: 7:11:22.858477
- B/E: 61 / 184 , Gen_loss: -0.3575368 MI_loss: 21.833464 Detection error: 0.009950578212738037 time: 7:11:23.742738
- B/E: 62 / 184 , Gen_loss: -0.3605812 MI_loss: 21.936995 Detection error: 0.00995934009552002 time: 7:11:24.635127
- B/E: 63 / 184 , Gen_loss: -0.359333 MI_loss: 21.856888 Detection error: 0.009953618049621582 time: 7:11:25.520952
- B/E: 64 / 184 , Gen_loss: -0.36707622 MI_loss: 22.226854 Detection error: 0.009941816329956055 time: 7:11:26.404993
- B/E: 65 / 184 , Gen_loss: -0.35902125 MI_loss: 21.646965 Detection error: 0.009939849376678467 time: 7:11:27.287301
- B/E: 66 / 184 , Gen_loss: -0.3751604 MI_loss: 22.6476 Detection error: 0.009945452213287354 time: 7:11:28.187618
- B/E: 67 / 184 , Gen_loss: -0.36439008 MI_loss: 22.049374 Detection error: 0.009942114353179932 time: 7:11:29.074991
- B/E: 68 / 184 , Gen_loss: -0.3568509 MI_loss: 21.569336 Detection error: 0.009940683841705322 time: 7:11:29.957665
- B/E: 69 / 184 , Gen_loss: -0.3538237 MI_loss: 21.402205 Detection error: 0.00994729995727539 time: 7:11:30.842308
- B/E: 70 / 184 , Gen_loss: -0.3616911 MI_loss: 21.930023 Detection error: 0.009941458702087402 time: 7:11:31.720956
- B/E: 71 / 184 , Gen_loss: -0.3635078 MI_loss: 22.046936 Detection error: 0.00994962453842163 time: 7:11:32.604872
- B/E: 72 / 184 , Gen_loss: -0.36092925 MI_loss: 21.857616 Detection error: 0.009946048259735107 time: 7:11:33.494346
- B/E: 73 / 184 , Gen_loss: -0.36689028 MI_loss: 22.390186 Detection error: 0.009938359260559082 time: 7:11:34.465353
- B/E: 74 / 184 , Gen_loss: -0.3613263 MI_loss: 21.954464 Detection error: 0.0099412202835083 time: 7:11:35.347384
- B/E: 75 / 184 , Gen_loss: -0.36067513 MI_loss: 21.953302 Detection error: 0.00993502140045166 time: 7:11:36.234845
- B/E: 76 / 184 , Gen_loss: -0.35547465 MI_loss: 21.578392 Detection error: 0.009942770004272461 time: 7:11:37.134379
- B/E: 77 / 184 , Gen_loss: -0.363098 MI_loss: 22.053131 Detection error: 0.009937524795532227 time: 7:11:38.020719
- B/E: 78 / 184 , Gen_loss: -0.3584407 MI_loss: 21.701677 Detection error: 0.009928405284881592 time: 7:11:38.905044
- B/E: 79 / 184 , Gen_loss: -0.35780415 MI_loss: 21.643272 Detection error: 0.009944558143615723 time: 7:11:39.803064
- B/E: 80 / 184 , Gen_loss: -0.36091965 MI_loss: 21.907425 Detection error: 0.009955644607543945 time: 7:11:40.689643
- B/E: 81 / 184 , Gen_loss: -0.36327797 MI_loss: 22.02173 Detection error: 0.009942829608917236 time: 7:11:41.571625
- B/E: 82 / 184 , Gen_loss: -0.3554088 MI_loss: 21.531748 Detection error: 0.009940862655639648 time: 7:11:42.460935
- B/E: 83 / 184 , Gen_loss: -0.35930285 MI_loss: 21.740711 Detection error: 0.009941577911376953 time: 7:11:43.385561
- B/E: 84 / 184 , Gen_loss: -0.35227016 MI_loss: 21.357992 Detection error: 0.009941518306732178 time: 7:11:44.276197
- B/E: 85 / 184 , Gen_loss: -0.36246282 MI_loss: 21.875225 Detection error: 0.009921133518218994 time: 7:11:45.161133
- B/E: 86 / 184 , Gen_loss: -0.36156386 MI_loss: 21.93827 Detection error: 0.009920239448547363 time: 7:11:46.092657
- B/E: 87 / 184 , Gen_loss: -0.36087096 MI_loss: 21.89853 Detection error: 0.009903430938720703 time: 7:11:46.982288
- B/E: 88 / 184 , Gen_loss: -0.3647567 MI_loss: 22.092525 Detection error: 0.009892582893371582 time: 7:11:47.870122
- B/E: 89 / 184 , Gen_loss: -0.36443353 MI_loss: 22.22816 Detection error: 0.009907662868499756 time: 7:11:48.851718
- B/E: 90 / 184 , Gen_loss: -0.35392126 MI_loss: 21.456478 Detection error: 0.009904861450195312 time: 7:11:49.743661
- B/E: 91 / 184 , Gen_loss: -0.35870925 MI_loss: 21.878048 Detection error: 0.009915769100189209 time: 7:11:50.632990
- B/E: 92 / 184 , Gen_loss: -0.3486787 MI_loss: 21.204033 Detection error: 0.009903252124786377 time: 7:11:51.485554
- B/E: 93 / 184 , Gen_loss: -0.36286014 MI_loss: 22.099579 Detection error: 0.0099029541015625 time: 7:11:52.280554
- B/E: 94 / 184 , Gen_loss: -0.35443878 MI_loss: 21.584862 Detection error: 0.009910881519317627 time: 7:11:53.058029
- B/E: 95 / 184 , Gen_loss: -0.35393018 MI_loss: 21.498083 Detection error: 0.00992286205291748 time: 7:11:53.830625
- B/E: 96 / 184 , Gen_loss: -0.36418566 MI_loss: 22.032482 Detection error: 0.009919464588165283 time: 7:11:54.605911
- B/E: 97 / 184 , Gen_loss: -0.3668412 MI_loss: 22.33207 Detection error: 0.009914517402648926 time: 7:11:55.379420
- B/E: 98 / 184 , Gen_loss: -0.3597173 MI_loss: 21.70202 Detection error: 0.009898066520690918 time: 7:11:56.257993
- B/E: 99 / 184 , Gen_loss: -0.36185682 MI_loss: 21.860973 Detection error: 0.009899377822875977 time: 7:11:57.138721
- B/E: 100 / 184 , Gen_loss: -0.3696397 MI_loss: 22.453663 Detection error: 0.009901285171508789 time: 7:11:58.019263
- B/E: 101 / 184 , Gen_loss: -0.35269892 MI_loss: 21.27945 Detection error: 0.009901940822601318 time: 7:11:58.930289
- B/E: 102 / 184 , Gen_loss: -0.35919958 MI_loss: 21.655792 Detection error: 0.009908676147460938 time: 7:11:59.829641
- B/E: 103 / 184 , Gen_loss: -0.3618413 MI_loss: 21.807278 Detection error: 0.009905338287353516 time: 7:12:00.712644
- B/E: 104 / 184 , Gen_loss: -0.3520435 MI_loss: 21.402784 Detection error: 0.009908914566040039 time: 7:12:01.598908
- B/E: 105 / 184 , Gen_loss: -0.3539108 MI_loss: 21.52685 Detection error: 0.009908616542816162 time: 7:12:02.503273
- B/E: 106 / 184 , Gen_loss: -0.35316986 MI_loss: 21.387945 Detection error: 0.0099068284034729 time: 7:12:03.278286
- B/E: 107 / 184 , Gen_loss: -0.36098427 MI_loss: 21.941143 Detection error: 0.00991201400756836 time: 7:12:04.150646
- B/E: 108 / 184 , Gen_loss: -0.37124404 MI_loss: 22.661606 Detection error: 0.009914577007293701 time: 7:12:05.039184
- B/E: 109 / 184 , Gen_loss: -0.37062252 MI_loss: 22.595558 Detection error: 0.009909629821777344 time: 7:12:05.924890
- B/E: 110 / 184 , Gen_loss: -0.34814742 MI_loss: 21.027193 Detection error: 0.009905397891998291 time: 7:12:06.803957
- B/E: 111 / 184 , Gen_loss: -0.3674443 MI_loss: 22.312828 Detection error: 0.009907364845275879 time: 7:12:07.691716
- B/E: 112 / 184 , Gen_loss: -0.35199654 MI_loss: 21.324827 Detection error: 0.009908199310302734 time: 7:12:08.589536
- B/E: 113 / 184 , Gen_loss: -0.35391742 MI_loss: 21.506779 Detection error: 0.009910881519317627 time: 7:12:09.478996
- B/E: 114 / 184 , Gen_loss: -0.358843 MI_loss: 21.847214 Detection error: 0.009910881519317627 time: 7:12:10.362509
- B/E: 115 / 184 , Gen_loss: -0.3649132 MI_loss: 22.075258 Detection error: 0.009905457496643066 time: 7:12:11.255478
- B/E: 116 / 184 , Gen_loss: -0.35474682 MI_loss: 21.450132 Detection error: 0.009905993938446045 time: 7:12:12.143868
- B/E: 117 / 184 , Gen_loss: -0.35190573 MI_loss: 21.40856 Detection error: 0.009907305240631104 time: 7:12:13.025690
- B/E: 118 / 184 , Gen_loss: -0.3570359 MI_loss: 21.683098 Detection error: 0.009900450706481934 time: 7:12:13.912189
- B/E: 119 / 184 , Gen_loss: -0.35130993 MI_loss: 21.298754 Detection error: 0.009900510311126709 time: 7:12:14.794988
- B/E: 120 / 184 , Gen_loss: -0.3547436 MI_loss: 21.52987 Detection error: 0.009900569915771484 time: 7:12:15.687785
- B/E: 121 / 184 , Gen_loss: -0.35510725 MI_loss: 21.537767 Detection error: 0.009901881217956543 time: 7:12:16.722759
- B/E: 122 / 184 , Gen_loss: -0.37665305 MI_loss: 22.594873 Detection error: 0.009891748428344727 time: 7:12:17.610976
- B/E: 123 / 184 , Gen_loss: -0.34125683 MI_loss: 20.628153 Detection error: 0.009890139102935791 time: 7:12:18.503438
- B/E: 124 / 184 , Gen_loss: -0.35079345 MI_loss: 21.250383 Detection error: 0.00989001989364624 time: 7:12:19.384884
- B/E: 125 / 184 , Gen_loss: -0.36083254 MI_loss: 21.864065 Detection error: 0.009892106056213379 time: 7:12:20.267607
- B/E: 126 / 184 , Gen_loss: -0.35070944 MI_loss: 21.390524 Detection error: 0.00989222526550293 time: 7:12:21.184687
- B/E: 127 / 184 , Gen_loss: -0.35443258 MI_loss: 21.649801 Detection error: 0.009895741939544678 time: 7:12:22.079988
- B/E: 128 / 184 , Gen_loss: -0.3595164 MI_loss: 21.865717 Detection error: 0.009898245334625244 time: 7:12:22.963644
- B/E: 129 / 184 , Gen_loss: -0.35477594 MI_loss: 21.605667 Detection error: 0.009905993938446045 time: 7:12:23.866393
- B/E: 130 / 184 , Gen_loss: -0.3579379 MI_loss: 21.590319 Detection error: 0.009913384914398193 time: 7:12:24.747982
- B/E: 131 / 184 , Gen_loss: -0.35374305 MI_loss: 21.306978 Detection error: 0.009917616844177246 time: 7:12:25.634187
- B/E: 132 / 184 , Gen_loss: -0.3648665 MI_loss: 21.853725 Detection error: 0.009912610054016113 time: 7:12:26.518774
- B/E: 133 / 184 , Gen_loss: -0.35676643 MI_loss: 21.676075 Detection error: 0.009916067123413086 time: 7:12:27.441154
- B/E: 134 / 184 , Gen_loss: -0.3624435 MI_loss: 21.985615 Detection error: 0.009923815727233887 time: 7:12:28.327664
- B/E: 135 / 184 , Gen_loss: -0.36890003 MI_loss: 22.330093 Detection error: 0.009928286075592041 time: 7:12:29.215533
- B/E: 136 / 184 , Gen_loss: -0.36347777 MI_loss: 22.01763 Detection error: 0.009927451610565186 time: 7:12:30.099752
- B/E: 137 / 184 , Gen_loss: -0.35525584 MI_loss: 21.581322 Detection error: 0.00993204116821289 time: 7:12:31.078412
- B/E: 138 / 184 , Gen_loss: -0.35716516 MI_loss: 21.727884 Detection error: 0.009935498237609863 time: 7:12:31.958645
- B/E: 139 / 184 , Gen_loss: -0.36404046 MI_loss: 22.138144 Detection error: 0.00994175672531128 time: 7:12:32.840050
- B/E: 140 / 184 , Gen_loss: -0.3579969 MI_loss: 21.690903 Detection error: 0.009937286376953125 time: 7:12:33.722442
- B/E: 141 / 184 , Gen_loss: -0.3670265 MI_loss: 22.165066 Detection error: 0.009936869144439697 time: 7:12:34.603043
- B/E: 142 / 184 , Gen_loss: -0.34887183 MI_loss: 21.132608 Detection error: 0.009937703609466553 time: 7:12:35.483264
- B/E: 143 / 184 , Gen_loss: -0.37819606 MI_loss: 22.96745 Detection error: 0.009935736656188965 time: 7:12:36.367287
- B/E: 144 / 184 , Gen_loss: -0.35097188 MI_loss: 21.25967 Detection error: 0.009945034980773926 time: 7:12:37.254130
- B/E: 145 / 184 , Gen_loss: -0.34702894 MI_loss: 21.058025 Detection error: 0.009952247142791748 time: 7:12:38.132939
- B/E: 146 / 184 , Gen_loss: -0.3448825 MI_loss: 20.832808 Detection error: 0.009950041770935059 time: 7:12:39.012497
- B/E: 147 / 184 , Gen_loss: -0.36286575 MI_loss: 21.86761 Detection error: 0.00995779037475586 time: 7:12:39.905919
- B/E: 148 / 184 , Gen_loss: -0.36196703 MI_loss: 21.980768 Detection error: 0.00995868444442749 time: 7:12:40.794352
- B/E: 149 / 184 , Gen_loss: -0.3645079 MI_loss: 22.028873 Detection error: 0.009964346885681152 time: 7:12:41.677101
-
- Test Loss: 10.270736 Test Error: 0.010766685009002686
- -----
- EPOCH: 185
- B/E: 0 / 185 , Gen_loss: -0.3596158 MI_loss: 21.830635 Detection error: 0.010375022888183594 time: 7:12:43.587107
- B/E: 1 / 185 , Gen_loss: -0.35006467 MI_loss: 21.13373 Detection error: 0.010296881198883057 time: 7:13:09.989003
- B/E: 2 / 185 , Gen_loss: -0.3589308 MI_loss: 21.73261 Detection error: 0.009833335876464844 time: 7:13:11.020456
- B/E: 3 / 185 , Gen_loss: -0.3547894 MI_loss: 21.471739 Detection error: 0.009812474250793457 time: 7:13:11.905925
- B/E: 4 / 185 , Gen_loss: -0.36361542 MI_loss: 22.226948 Detection error: 0.009812474250793457 time: 7:13:12.784484
- B/E: 5 / 185 , Gen_loss: -0.3589328 MI_loss: 21.812904 Detection error: 0.009869813919067383 time: 7:13:13.673731
- B/E: 6 / 185 , Gen_loss: -0.3582075 MI_loss: 21.82875 Detection error: 0.00991964340209961 time: 7:13:14.561617
- B/E: 7 / 185 , Gen_loss: -0.3583837 MI_loss: 21.749538 Detection error: 0.009964823722839355 time: 7:13:15.449917
- B/E: 8 / 185 , Gen_loss: -0.36248893 MI_loss: 22.042326 Detection error: 0.009885430335998535 time: 7:13:16.338209
- B/E: 9 / 185 , Gen_loss: -0.3609018 MI_loss: 22.0095 Detection error: 0.009887516498565674 time: 7:13:17.246398
- B/E: 10 / 185 , Gen_loss: -0.3672583 MI_loss: 22.269882 Detection error: 0.00984656810760498 time: 7:13:18.131979
- B/E: 11 / 185 , Gen_loss: -0.3610019 MI_loss: 21.928724 Detection error: 0.009877622127532959 time: 7:13:19.017222
- B/E: 12 / 185 , Gen_loss: -0.3657869 MI_loss: 22.207272 Detection error: 0.009954333305358887 time: 7:13:19.917730
- B/E: 13 / 185 , Gen_loss: -0.3586279 MI_loss: 21.747982 Detection error: 0.00994640588760376 time: 7:13:20.803864
- B/E: 14 / 185 , Gen_loss: -0.3582984 MI_loss: 21.607327 Detection error: 0.009949982166290283 time: 7:13:21.692984
- B/E: 15 / 185 , Gen_loss: -0.37263942 MI_loss: 22.489655 Detection error: 0.009941399097442627 time: 7:13:22.584240
- B/E: 16 / 185 , Gen_loss: -0.35252187 MI_loss: 21.234068 Detection error: 0.00990992784500122 time: 7:13:23.449966
- B/E: 17 / 185 , Gen_loss: -0.35789877 MI_loss: 21.593506 Detection error: 0.009899318218231201 time: 7:13:24.228263
- B/E: 18 / 185 , Gen_loss: -0.36215258 MI_loss: 22.168604 Detection error: 0.009845376014709473 time: 7:13:25.164402
- B/E: 19 / 185 , Gen_loss: -0.3594192 MI_loss: 21.988811 Detection error: 0.009853124618530273 time: 7:13:26.051526
- B/E: 20 / 185 , Gen_loss: -0.3478559 MI_loss: 21.031368 Detection error: 0.009879469871520996 time: 7:13:26.932571
- B/E: 21 / 185 , Gen_loss: -0.36453238 MI_loss: 22.17043 Detection error: 0.009872138500213623 time: 7:13:27.822601
- B/E: 22 / 185 , Gen_loss: -0.3690022 MI_loss: 22.430626 Detection error: 0.009861409664154053 time: 7:13:28.670718
- B/E: 23 / 185 , Gen_loss: -0.37209275 MI_loss: 22.307497 Detection error: 0.009833335876464844 time: 7:13:29.510026
- B/E: 24 / 185 , Gen_loss: -0.35972208 MI_loss: 21.704872 Detection error: 0.009838759899139404 time: 7:13:30.373322
- B/E: 25 / 185 , Gen_loss: -0.36177048 MI_loss: 21.94412 Detection error: 0.009853363037109375 time: 7:13:31.268050
- B/E: 26 / 185 , Gen_loss: -0.34181502 MI_loss: 20.69482 Detection error: 0.009928226470947266 time: 7:13:32.153300
- B/E: 27 / 185 , Gen_loss: -0.361011 MI_loss: 22.089567 Detection error: 0.009935259819030762 time: 7:13:33.049343
- B/E: 28 / 185 , Gen_loss: -0.36363396 MI_loss: 22.01428 Detection error: 0.009941816329956055 time: 7:13:33.935061
- B/E: 29 / 185 , Gen_loss: -0.35925785 MI_loss: 21.931046 Detection error: 0.009961485862731934 time: 7:13:34.832725
- B/E: 30 / 185 , Gen_loss: -0.35510647 MI_loss: 21.420916 Detection error: 0.009934484958648682 time: 7:13:35.730188
- B/E: 31 / 185 , Gen_loss: -0.3681462 MI_loss: 22.249645 Detection error: 0.009907245635986328 time: 7:13:36.690444
- B/E: 32 / 185 , Gen_loss: -0.3551031 MI_loss: 21.569393 Detection error: 0.00992804765701294 time: 7:13:37.571513
- B/E: 33 / 185 , Gen_loss: -0.3534949 MI_loss: 21.2951 Detection error: 0.009905338287353516 time: 7:13:38.475514
- B/E: 34 / 185 , Gen_loss: -0.35802707 MI_loss: 21.793495 Detection error: 0.009902656078338623 time: 7:13:39.358554
- B/E: 35 / 185 , Gen_loss: -0.36517197 MI_loss: 22.234936 Detection error: 0.009907126426696777 time: 7:13:40.241558
- B/E: 36 / 185 , Gen_loss: -0.3611864 MI_loss: 21.754593 Detection error: 0.009895265102386475 time: 7:13:41.124813
- B/E: 37 / 185 , Gen_loss: -0.36114657 MI_loss: 21.986969 Detection error: 0.009884059429168701 time: 7:13:42.011345
- B/E: 38 / 185 , Gen_loss: -0.35666364 MI_loss: 21.508867 Detection error: 0.009920656681060791 time: 7:13:42.900441
- B/E: 39 / 185 , Gen_loss: -0.36754817 MI_loss: 22.145332 Detection error: 0.009907007217407227 time: 7:13:43.790575
- B/E: 40 / 185 , Gen_loss: -0.35297835 MI_loss: 21.448025 Detection error: 0.009892523288726807 time: 7:13:44.676390
- B/E: 41 / 185 , Gen_loss: -0.3503725 MI_loss: 21.235828 Detection error: 0.009904026985168457 time: 7:13:45.558897
- B/E: 42 / 185 , Gen_loss: -0.3540958 MI_loss: 21.359638 Detection error: 0.009890973567962646 time: 7:13:46.445167
- B/E: 43 / 185 , Gen_loss: -0.35905063 MI_loss: 21.802238 Detection error: 0.009897708892822266 time: 7:13:47.323160
- B/E: 44 / 185 , Gen_loss: -0.3649086 MI_loss: 22.158592 Detection error: 0.009902775287628174 time: 7:13:48.204177
- B/E: 45 / 185 , Gen_loss: -0.35653898 MI_loss: 21.742785 Detection error: 0.009912371635437012 time: 7:13:49.089073
- B/E: 46 / 185 , Gen_loss: -0.35496846 MI_loss: 21.405964 Detection error: 0.009922206401824951 time: 7:13:49.972501
- B/E: 47 / 185 , Gen_loss: -0.35155526 MI_loss: 21.202127 Detection error: 0.009927749633789062 time: 7:13:50.850970
- B/E: 48 / 185 , Gen_loss: -0.36405402 MI_loss: 22.013464 Detection error: 0.009932398796081543 time: 7:13:51.828207
- B/E: 49 / 185 , Gen_loss: -0.3593992 MI_loss: 21.917244 Detection error: 0.00994873046875 time: 7:13:52.715067
- B/E: 50 / 185 , Gen_loss: -0.35295394 MI_loss: 21.653782 Detection error: 0.009938716888427734 time: 7:13:53.598952
- B/E: 51 / 185 , Gen_loss: -0.36261958 MI_loss: 22.03716 Detection error: 0.009961545467376709 time: 7:13:54.494134
- B/E: 52 / 185 , Gen_loss: -0.3685162 MI_loss: 22.248947 Detection error: 0.009957551956176758 time: 7:13:55.297763
- B/E: 53 / 185 , Gen_loss: -0.36378667 MI_loss: 21.949224 Detection error: 0.009973406791687012 time: 7:13:56.089039
- B/E: 54 / 185 , Gen_loss: -0.3539193 MI_loss: 21.452053 Detection error: 0.009965360164642334 time: 7:13:56.938165
- B/E: 55 / 185 , Gen_loss: -0.36161625 MI_loss: 21.861649 Detection error: 0.009949803352355957 time: 7:13:57.831055
- B/E: 56 / 185 , Gen_loss: -0.36101353 MI_loss: 21.848042 Detection error: 0.009934782981872559 time: 7:13:58.720031
- B/E: 57 / 185 , Gen_loss: -0.36610925 MI_loss: 22.064554 Detection error: 0.009936988353729248 time: 7:13:59.606938
- B/E: 58 / 185 , Gen_loss: -0.35356596 MI_loss: 21.346218 Detection error: 0.009914696216583252 time: 7:14:00.468545
- B/E: 59 / 185 , Gen_loss: -0.36678264 MI_loss: 22.26401 Detection error: 0.009943723678588867 time: 7:14:01.303359
- B/E: 60 / 185 , Gen_loss: -0.36467388 MI_loss: 22.165611 Detection error: 0.009942114353179932 time: 7:14:02.159868
- B/E: 61 / 185 , Gen_loss: -0.35092324 MI_loss: 21.364714 Detection error: 0.009945034980773926 time: 7:14:03.040867
- B/E: 62 / 185 , Gen_loss: -0.35964984 MI_loss: 21.760973 Detection error: 0.009958803653717041 time: 7:14:03.924381
- B/E: 63 / 185 , Gen_loss: -0.35241532 MI_loss: 21.535938 Detection error: 0.009951651096343994 time: 7:14:04.888570
- B/E: 64 / 185 , Gen_loss: -0.35563213 MI_loss: 21.612576 Detection error: 0.009945690631866455 time: 7:14:05.765287
- B/E: 65 / 185 , Gen_loss: -0.35756916 MI_loss: 21.753351 Detection error: 0.009945094585418701 time: 7:14:06.649605
- B/E: 66 / 185 , Gen_loss: -0.3607676 MI_loss: 21.765202 Detection error: 0.009946823120117188 time: 7:14:07.462144
- B/E: 67 / 185 , Gen_loss: -0.37149423 MI_loss: 22.545221 Detection error: 0.009943008422851562 time: 7:14:08.270142
- B/E: 68 / 185 , Gen_loss: -0.36204398 MI_loss: 21.985603 Detection error: 0.009936153888702393 time: 7:14:09.164853
- B/E: 69 / 185 , Gen_loss: -0.36508003 MI_loss: 22.121494 Detection error: 0.009952664375305176 time: 7:14:10.052729
- B/E: 70 / 185 , Gen_loss: -0.3709404 MI_loss: 22.465942 Detection error: 0.009939730167388916 time: 7:14:10.932084
- B/E: 71 / 185 , Gen_loss: -0.35709575 MI_loss: 21.67505 Detection error: 0.009947896003723145 time: 7:14:11.814425
- B/E: 72 / 185 , Gen_loss: -0.35740736 MI_loss: 21.632206 Detection error: 0.009943902492523193 time: 7:14:12.702976
- B/E: 73 / 185 , Gen_loss: -0.36290032 MI_loss: 21.980885 Detection error: 0.009937942028045654 time: 7:14:13.624160
- B/E: 74 / 185 , Gen_loss: -0.35226193 MI_loss: 21.562176 Detection error: 0.009939193725585938 time: 7:14:14.509086
- B/E: 75 / 185 , Gen_loss: -0.3585403 MI_loss: 21.658747 Detection error: 0.00993049144744873 time: 7:14:15.390574
- B/E: 76 / 185 , Gen_loss: -0.3510765 MI_loss: 21.352238 Detection error: 0.009937107563018799 time: 7:14:16.301390
- B/E: 77 / 185 , Gen_loss: -0.3646521 MI_loss: 21.98949 Detection error: 0.009935081005096436 time: 7:14:17.188583
- B/E: 78 / 185 , Gen_loss: -0.36777464 MI_loss: 22.177053 Detection error: 0.009925603866577148 time: 7:14:18.072426
- B/E: 79 / 185 , Gen_loss: -0.37415797 MI_loss: 22.683355 Detection error: 0.009939432144165039 time: 7:14:19.031943
- B/E: 80 / 185 , Gen_loss: -0.3626551 MI_loss: 22.048525 Detection error: 0.009951412677764893 time: 7:14:19.953930
- B/E: 81 / 185 , Gen_loss: -0.35598487 MI_loss: 21.502161 Detection error: 0.009944736957550049 time: 7:14:20.838536
- B/E: 82 / 185 , Gen_loss: -0.3556903 MI_loss: 21.496279 Detection error: 0.009940147399902344 time: 7:14:21.722908
- B/E: 83 / 185 , Gen_loss: -0.35767356 MI_loss: 21.543537 Detection error: 0.009940087795257568 time: 7:14:22.605720
- B/E: 84 / 185 , Gen_loss: -0.35065758 MI_loss: 21.427402 Detection error: 0.009939312934875488 time: 7:14:23.495063
- B/E: 85 / 185 , Gen_loss: -0.35560456 MI_loss: 21.56154 Detection error: 0.009920775890350342 time: 7:14:24.379598
- B/E: 86 / 185 , Gen_loss: -0.3596883 MI_loss: 21.759714 Detection error: 0.009914875030517578 time: 7:14:25.277123
- B/E: 87 / 185 , Gen_loss: -0.35215706 MI_loss: 21.2926 Detection error: 0.009909093379974365 time: 7:14:26.172543
- B/E: 88 / 185 , Gen_loss: -0.35839924 MI_loss: 21.725718 Detection error: 0.009891510009765625 time: 7:14:27.060184
- B/E: 89 / 185 , Gen_loss: -0.3520057 MI_loss: 21.36338 Detection error: 0.00990450382232666 time: 7:14:27.941049
- B/E: 90 / 185 , Gen_loss: -0.356619 MI_loss: 21.62694 Detection error: 0.009905576705932617 time: 7:14:28.826409
- B/E: 91 / 185 , Gen_loss: -0.34889007 MI_loss: 21.228493 Detection error: 0.009915053844451904 time: 7:14:29.677447
- B/E: 92 / 185 , Gen_loss: -0.34918183 MI_loss: 21.212988 Detection error: 0.009903550148010254 time: 7:14:30.472329
- B/E: 93 / 185 , Gen_loss: -0.36307734 MI_loss: 22.121225 Detection error: 0.0099029541015625 time: 7:14:31.242882
- B/E: 94 / 185 , Gen_loss: -0.35949078 MI_loss: 21.874613 Detection error: 0.00991445779800415 time: 7:14:32.020693
- B/E: 95 / 185 , Gen_loss: -0.35034385 MI_loss: 21.251553 Detection error: 0.009924829006195068 time: 7:14:32.976505
- B/E: 96 / 185 , Gen_loss: -0.3623272 MI_loss: 21.911383 Detection error: 0.009918808937072754 time: 7:14:33.864602
- B/E: 97 / 185 , Gen_loss: -0.3603417 MI_loss: 21.805975 Detection error: 0.009911656379699707 time: 7:14:34.751864
- B/E: 98 / 185 , Gen_loss: -0.35239282 MI_loss: 21.26336 Detection error: 0.009896159172058105 time: 7:14:35.596160
- B/E: 99 / 185 , Gen_loss: -0.35738635 MI_loss: 21.485525 Detection error: 0.0098990797996521 time: 7:14:36.398789
- B/E: 100 / 185 , Gen_loss: -0.35689744 MI_loss: 21.641672 Detection error: 0.009898185729980469 time: 7:14:37.184962
- B/E: 101 / 185 , Gen_loss: -0.36111632 MI_loss: 21.825644 Detection error: 0.009906530380249023 time: 7:14:37.995805
- B/E: 102 / 185 , Gen_loss: -0.35922772 MI_loss: 21.827303 Detection error: 0.00990748405456543 time: 7:14:38.869744
- B/E: 103 / 185 , Gen_loss: -0.36478153 MI_loss: 22.042128 Detection error: 0.009902656078338623 time: 7:14:39.765706
- B/E: 104 / 185 , Gen_loss: -0.35310432 MI_loss: 21.443176 Detection error: 0.009906232357025146 time: 7:14:40.652933
- B/E: 105 / 185 , Gen_loss: -0.3582233 MI_loss: 21.683094 Detection error: 0.009905636310577393 time: 7:14:41.538477
- B/E: 106 / 185 , Gen_loss: -0.34913754 MI_loss: 21.078838 Detection error: 0.009905397891998291 time: 7:14:42.423653
- B/E: 107 / 185 , Gen_loss: -0.37102 MI_loss: 22.446642 Detection error: 0.009909987449645996 time: 7:14:43.299609
- B/E: 108 / 185 , Gen_loss: -0.36289668 MI_loss: 22.047947 Detection error: 0.009912550449371338 time: 7:14:44.181878
- B/E: 109 / 185 , Gen_loss: -0.3559308 MI_loss: 21.505878 Detection error: 0.009909629821777344 time: 7:14:45.013504
- B/E: 110 / 185 , Gen_loss: -0.36593124 MI_loss: 22.080133 Detection error: 0.009900927543640137 time: 7:14:45.786089
- B/E: 111 / 185 , Gen_loss: -0.36247164 MI_loss: 21.89697 Detection error: 0.00990152359008789 time: 7:14:46.663550
- B/E: 112 / 185 , Gen_loss: -0.36368895 MI_loss: 21.965305 Detection error: 0.009902656078338623 time: 7:14:47.448457
- B/E: 113 / 185 , Gen_loss: -0.35227403 MI_loss: 21.381428 Detection error: 0.009912252426147461 time: 7:14:48.275075
- B/E: 114 / 185 , Gen_loss: -0.34538025 MI_loss: 20.91981 Detection error: 0.00991058349609375 time: 7:14:49.076443
- B/E: 115 / 185 , Gen_loss: -0.3670923 MI_loss: 22.239262 Detection error: 0.009905695915222168 time: 7:14:49.885867
- B/E: 116 / 185 , Gen_loss: -0.36269572 MI_loss: 22.038555 Detection error: 0.009905695915222168 time: 7:14:50.670015
- B/E: 117 / 185 , Gen_loss: -0.3514364 MI_loss: 21.29228 Detection error: 0.009908914566040039 time: 7:14:51.508363
- B/E: 118 / 185 , Gen_loss: -0.3601947 MI_loss: 21.721745 Detection error: 0.009901285171508789 time: 7:14:52.343288
- B/E: 119 / 185 , Gen_loss: -0.35552537 MI_loss: 21.448473 Detection error: 0.009901046752929688 time: 7:14:53.150495
- B/E: 120 / 185 , Gen_loss: -0.36412543 MI_loss: 22.217407 Detection error: 0.009898781776428223 time: 7:14:53.925400
- B/E: 121 / 185 , Gen_loss: -0.36009768 MI_loss: 21.940125 Detection error: 0.009906232357025146 time: 7:14:54.735047
- B/E: 122 / 185 , Gen_loss: -0.36556634 MI_loss: 22.111078 Detection error: 0.00989532470703125 time: 7:14:55.510650
- B/E: 123 / 185 , Gen_loss: -0.3599807 MI_loss: 21.924685 Detection error: 0.009890377521514893 time: 7:14:56.292137
- B/E: 124 / 185 , Gen_loss: -0.35963595 MI_loss: 21.892565 Detection error: 0.00989222526550293 time: 7:14:57.063852
- B/E: 125 / 185 , Gen_loss: -0.36225292 MI_loss: 21.938736 Detection error: 0.009888887405395508 time: 7:14:57.939361
- B/E: 126 / 185 , Gen_loss: -0.35200474 MI_loss: 21.337622 Detection error: 0.009898602962493896 time: 7:14:58.823081
- B/E: 127 / 185 , Gen_loss: -0.3527762 MI_loss: 21.38117 Detection error: 0.009896457195281982 time: 7:14:59.800672
- B/E: 128 / 185 , Gen_loss: -0.36121884 MI_loss: 22.126759 Detection error: 0.009902358055114746 time: 7:15:00.687401
- B/E: 129 / 185 , Gen_loss: -0.35535258 MI_loss: 21.766018 Detection error: 0.009906470775604248 time: 7:15:01.573518
- B/E: 130 / 185 , Gen_loss: -0.35695356 MI_loss: 21.55926 Detection error: 0.00991147756576538 time: 7:15:02.458882
- B/E: 131 / 185 , Gen_loss: -0.35470596 MI_loss: 21.473297 Detection error: 0.009913086891174316 time: 7:15:03.340137
- B/E: 132 / 185 , Gen_loss: -0.36431748 MI_loss: 22.088232 Detection error: 0.009915649890899658 time: 7:15:04.238541
- B/E: 133 / 185 , Gen_loss: -0.36004505 MI_loss: 21.790237 Detection error: 0.009918153285980225 time: 7:15:05.127121
- B/E: 134 / 185 , Gen_loss: -0.34731275 MI_loss: 21.037653 Detection error: 0.009924054145812988 time: 7:15:06.015774
- B/E: 135 / 185 , Gen_loss: -0.36169958 MI_loss: 21.82624 Detection error: 0.009924173355102539 time: 7:15:06.904868
- B/E: 136 / 185 , Gen_loss: -0.3623536 MI_loss: 21.967493 Detection error: 0.009927034378051758 time: 7:15:07.795397
- B/E: 137 / 185 , Gen_loss: -0.35839707 MI_loss: 21.6035 Detection error: 0.009928464889526367 time: 7:15:08.680016
- B/E: 138 / 185 , Gen_loss: -0.36237955 MI_loss: 21.963661 Detection error: 0.009932756423950195 time: 7:15:09.563165
- B/E: 139 / 185 , Gen_loss: -0.36472034 MI_loss: 22.11665 Detection error: 0.00994020700454712 time: 7:15:10.458760
- B/E: 140 / 185 , Gen_loss: -0.34762308 MI_loss: 21.134132 Detection error: 0.009936630725860596 time: 7:15:11.348802
- B/E: 141 / 185 , Gen_loss: -0.36002213 MI_loss: 21.603 Detection error: 0.009935736656188965 time: 7:15:12.196744
- B/E: 142 / 185 , Gen_loss: -0.35621917 MI_loss: 21.48215 Detection error: 0.009937942028045654 time: 7:15:12.975644
- B/E: 143 / 185 , Gen_loss: -0.35625648 MI_loss: 21.443754 Detection error: 0.00993424654006958 time: 7:15:13.925381
- B/E: 144 / 185 , Gen_loss: -0.35764456 MI_loss: 21.685091 Detection error: 0.009943127632141113 time: 7:15:14.813814
- B/E: 145 / 185 , Gen_loss: -0.3449671 MI_loss: 20.7951 Detection error: 0.009949922561645508 time: 7:15:15.701886
- B/E: 146 / 185 , Gen_loss: -0.3574965 MI_loss: 21.493776 Detection error: 0.00994938611984253 time: 7:15:16.588401
- B/E: 147 / 185 , Gen_loss: -0.35563755 MI_loss: 21.651718 Detection error: 0.009954631328582764 time: 7:15:17.477940
- B/E: 148 / 185 , Gen_loss: -0.34824458 MI_loss: 21.212942 Detection error: 0.009957194328308105 time: 7:15:18.367858
- B/E: 149 / 185 , Gen_loss: -0.36211488 MI_loss: 21.920553 Detection error: 0.009962320327758789 time: 7:15:19.150876
-
- Test Loss: 10.267277 Test Error: 0.010749995708465576
- -----
- EPOCH: 186
- B/E: 0 / 186 , Gen_loss: -0.3578962 MI_loss: 21.655613 Detection error: 0.010437488555908203 time: 7:15:20.945412
- B/E: 1 / 186 , Gen_loss: -0.35220236 MI_loss: 21.285496 Detection error: 0.010375022888183594 time: 7:15:47.272456
- B/E: 2 / 186 , Gen_loss: -0.34910882 MI_loss: 21.100763 Detection error: 0.009812474250793457 time: 7:15:48.193827
- B/E: 3 / 186 , Gen_loss: -0.35497993 MI_loss: 21.436314 Detection error: 0.009710907936096191 time: 7:15:49.086417
- B/E: 4 / 186 , Gen_loss: -0.3600396 MI_loss: 21.985191 Detection error: 0.009831249713897705 time: 7:15:49.980531
- B/E: 5 / 186 , Gen_loss: -0.360293 MI_loss: 21.823196 Detection error: 0.009802103042602539 time: 7:15:50.964324
- B/E: 6 / 186 , Gen_loss: -0.35855827 MI_loss: 21.818975 Detection error: 0.009915173053741455 time: 7:15:51.826550
- B/E: 7 / 186 , Gen_loss: -0.3543513 MI_loss: 21.555258 Detection error: 0.00995701551437378 time: 7:15:52.733976
- B/E: 8 / 186 , Gen_loss: -0.35477725 MI_loss: 21.332724 Detection error: 0.009864568710327148 time: 7:15:53.620011
- B/E: 9 / 186 , Gen_loss: -0.3654692 MI_loss: 22.276224 Detection error: 0.009828150272369385 time: 7:15:54.501663
- B/E: 10 / 186 , Gen_loss: -0.3565699 MI_loss: 21.649193 Detection error: 0.009886384010314941 time: 7:15:55.387697
- B/E: 11 / 186 , Gen_loss: -0.36252725 MI_loss: 21.951735 Detection error: 0.00991147756576538 time: 7:15:56.274480
- B/E: 12 / 186 , Gen_loss: -0.36346477 MI_loss: 22.01439 Detection error: 0.009990394115447998 time: 7:15:57.154649
- B/E: 13 / 186 , Gen_loss: -0.36210415 MI_loss: 21.869999 Detection error: 0.009995520114898682 time: 7:15:58.037485
- B/E: 14 / 186 , Gen_loss: -0.368736 MI_loss: 22.299004 Detection error: 0.009960412979125977 time: 7:15:58.919544
- B/E: 15 / 186 , Gen_loss: -0.35856694 MI_loss: 21.698523 Detection error: 0.009964823722839355 time: 7:15:59.804055
- B/E: 16 / 186 , Gen_loss: -0.36092672 MI_loss: 21.78561 Detection error: 0.009946703910827637 time: 7:16:00.684661
- B/E: 17 / 186 , Gen_loss: -0.3572211 MI_loss: 21.517605 Detection error: 0.009895861148834229 time: 7:16:01.574622
- B/E: 18 / 186 , Gen_loss: -0.35806212 MI_loss: 21.632952 Detection error: 0.00986182689666748 time: 7:16:02.466830
- B/E: 19 / 186 , Gen_loss: -0.35284686 MI_loss: 21.41043 Detection error: 0.00985783338546753 time: 7:16:03.352370
- B/E: 20 / 186 , Gen_loss: -0.3537342 MI_loss: 21.366789 Detection error: 0.009877979755401611 time: 7:16:04.319891
- B/E: 21 / 186 , Gen_loss: -0.36188102 MI_loss: 21.935694 Detection error: 0.009892046451568604 time: 7:16:05.206602
- B/E: 22 / 186 , Gen_loss: -0.37428778 MI_loss: 22.612038 Detection error: 0.009881794452667236 time: 7:16:06.107731
- B/E: 23 / 186 , Gen_loss: -0.36495438 MI_loss: 22.08115 Detection error: 0.009847640991210938 time: 7:16:06.997990
- B/E: 24 / 186 , Gen_loss: -0.36595684 MI_loss: 22.226885 Detection error: 0.009859979152679443 time: 7:16:07.883511
- B/E: 25 / 186 , Gen_loss: -0.36609155 MI_loss: 22.234617 Detection error: 0.009881019592285156 time: 7:16:08.802518
- B/E: 26 / 186 , Gen_loss: -0.3490481 MI_loss: 21.313377 Detection error: 0.00992131233215332 time: 7:16:09.690586
- B/E: 27 / 186 , Gen_loss: -0.36954466 MI_loss: 22.640343 Detection error: 0.009964287281036377 time: 7:16:10.582400
- B/E: 28 / 186 , Gen_loss: -0.36920342 MI_loss: 22.346212 Detection error: 0.009954750537872314 time: 7:16:11.464234
- B/E: 29 / 186 , Gen_loss: -0.36179265 MI_loss: 21.984077 Detection error: 0.009961485862731934 time: 7:16:12.368613
- B/E: 30 / 186 , Gen_loss: -0.3514287 MI_loss: 21.272762 Detection error: 0.009940505027770996 time: 7:16:13.247591
- B/E: 31 / 186 , Gen_loss: -0.35366565 MI_loss: 21.351498 Detection error: 0.009914040565490723 time: 7:16:14.123680
- B/E: 32 / 186 , Gen_loss: -0.3550502 MI_loss: 21.539389 Detection error: 0.00991666316986084 time: 7:16:14.959220
- B/E: 33 / 186 , Gen_loss: -0.36210915 MI_loss: 21.842157 Detection error: 0.009914517402648926 time: 7:16:15.812914
- B/E: 34 / 186 , Gen_loss: -0.3564982 MI_loss: 21.692467 Detection error: 0.009917855262756348 time: 7:16:16.703240
- B/E: 35 / 186 , Gen_loss: -0.3576591 MI_loss: 21.633139 Detection error: 0.00991147756576538 time: 7:16:17.603017
- B/E: 36 / 186 , Gen_loss: -0.36440015 MI_loss: 22.00592 Detection error: 0.009891867637634277 time: 7:16:18.650369
- B/E: 37 / 186 , Gen_loss: -0.35493156 MI_loss: 21.595993 Detection error: 0.009900510311126709 time: 7:16:19.534007
- B/E: 38 / 186 , Gen_loss: -0.36043423 MI_loss: 21.772385 Detection error: 0.009911835193634033 time: 7:16:20.411904
- B/E: 39 / 186 , Gen_loss: -0.36075532 MI_loss: 21.734081 Detection error: 0.009890615940093994 time: 7:16:21.296563
- B/E: 40 / 186 , Gen_loss: -0.35496452 MI_loss: 21.520744 Detection error: 0.009891033172607422 time: 7:16:22.189631
- B/E: 41 / 186 , Gen_loss: -0.37177673 MI_loss: 22.522844 Detection error: 0.00988614559173584 time: 7:16:23.077215
- B/E: 42 / 186 , Gen_loss: -0.3616445 MI_loss: 21.979324 Detection error: 0.009874284267425537 time: 7:16:23.962790
- B/E: 43 / 186 , Gen_loss: -0.34929228 MI_loss: 21.184683 Detection error: 0.009876430034637451 time: 7:16:24.852315
- B/E: 44 / 186 , Gen_loss: -0.36607423 MI_loss: 22.311666 Detection error: 0.00989443063735962 time: 7:16:25.737667
- B/E: 45 / 186 , Gen_loss: -0.36225915 MI_loss: 21.864677 Detection error: 0.00990217924118042 time: 7:16:26.623327
- B/E: 46 / 186 , Gen_loss: -0.35343668 MI_loss: 21.37838 Detection error: 0.00990825891494751 time: 7:16:27.504730
- B/E: 47 / 186 , Gen_loss: -0.35821867 MI_loss: 21.49791 Detection error: 0.009907543659210205 time: 7:16:28.395563
- B/E: 48 / 186 , Gen_loss: -0.35807106 MI_loss: 21.756866 Detection error: 0.009908795356750488 time: 7:16:29.278536
- B/E: 49 / 186 , Gen_loss: -0.3580205 MI_loss: 21.738808 Detection error: 0.009927511215209961 time: 7:16:30.158719
- B/E: 50 / 186 , Gen_loss: -0.3524449 MI_loss: 21.416687 Detection error: 0.009936273097991943 time: 7:16:31.048245
- B/E: 51 / 186 , Gen_loss: -0.34911838 MI_loss: 21.292486 Detection error: 0.009943485260009766 time: 7:16:31.930605
- B/E: 52 / 186 , Gen_loss: -0.35633513 MI_loss: 21.569231 Detection error: 0.009950459003448486 time: 7:16:32.899223
- B/E: 53 / 186 , Gen_loss: -0.36776963 MI_loss: 22.345978 Detection error: 0.00996178388595581 time: 7:16:33.777932
- B/E: 54 / 186 , Gen_loss: -0.35359237 MI_loss: 21.55333 Detection error: 0.00996309518814087 time: 7:16:34.665399
- B/E: 55 / 186 , Gen_loss: -0.34595093 MI_loss: 21.000786 Detection error: 0.009949803352355957 time: 7:16:35.546368
- B/E: 56 / 186 , Gen_loss: -0.35627258 MI_loss: 21.523993 Detection error: 0.009939134120941162 time: 7:16:36.376867
- B/E: 57 / 186 , Gen_loss: -0.3573757 MI_loss: 21.575233 Detection error: 0.00992727279663086 time: 7:16:37.262530
- B/E: 58 / 186 , Gen_loss: -0.35703117 MI_loss: 21.622997 Detection error: 0.009923219680786133 time: 7:16:38.146289
- B/E: 59 / 186 , Gen_loss: -0.36793244 MI_loss: 22.257349 Detection error: 0.009936988353729248 time: 7:16:39.027064
- B/E: 60 / 186 , Gen_loss: -0.36145458 MI_loss: 21.793541 Detection error: 0.009935438632965088 time: 7:16:39.909234
- B/E: 61 / 186 , Gen_loss: -0.3549075 MI_loss: 21.413696 Detection error: 0.009931445121765137 time: 7:16:40.796827
- B/E: 62 / 186 , Gen_loss: -0.36651474 MI_loss: 22.220243 Detection error: 0.009944915771484375 time: 7:16:41.680541
- B/E: 63 / 186 , Gen_loss: -0.36939806 MI_loss: 22.443848 Detection error: 0.009937524795532227 time: 7:16:42.560716
- B/E: 64 / 186 , Gen_loss: -0.35743597 MI_loss: 21.701303 Detection error: 0.00993412733078003 time: 7:16:43.446325
- B/E: 65 / 186 , Gen_loss: -0.35535634 MI_loss: 21.473585 Detection error: 0.00994032621383667 time: 7:16:44.335349
- B/E: 66 / 186 , Gen_loss: -0.3755207 MI_loss: 22.739893 Detection error: 0.009937524795532227 time: 7:16:45.221452
- B/E: 67 / 186 , Gen_loss: -0.36300826 MI_loss: 21.793905 Detection error: 0.009933829307556152 time: 7:16:46.092758
- B/E: 68 / 186 , Gen_loss: -0.35509866 MI_loss: 21.578243 Detection error: 0.009935259819030762 time: 7:16:46.995596
- B/E: 69 / 186 , Gen_loss: -0.35303506 MI_loss: 21.459297 Detection error: 0.009946882724761963 time: 7:16:47.825615
- B/E: 70 / 186 , Gen_loss: -0.36583024 MI_loss: 22.167929 Detection error: 0.009938359260559082 time: 7:16:48.619598
- B/E: 71 / 186 , Gen_loss: -0.35890147 MI_loss: 21.766405 Detection error: 0.0099448561668396 time: 7:16:49.409652
- B/E: 72 / 186 , Gen_loss: -0.34912091 MI_loss: 21.186646 Detection error: 0.009940505027770996 time: 7:16:50.205236
- B/E: 73 / 186 , Gen_loss: -0.36176103 MI_loss: 21.949242 Detection error: 0.009937524795532227 time: 7:16:51.107566
- B/E: 74 / 186 , Gen_loss: -0.35884222 MI_loss: 21.773815 Detection error: 0.009937107563018799 time: 7:16:51.992015
- B/E: 75 / 186 , Gen_loss: -0.35132763 MI_loss: 21.272562 Detection error: 0.009930074214935303 time: 7:16:52.872543
- B/E: 76 / 186 , Gen_loss: -0.36085796 MI_loss: 21.990498 Detection error: 0.009936273097991943 time: 7:16:53.783248
- B/E: 77 / 186 , Gen_loss: -0.36116824 MI_loss: 21.826439 Detection error: 0.009928703308105469 time: 7:16:54.669730
- B/E: 78 / 186 , Gen_loss: -0.36750576 MI_loss: 22.213102 Detection error: 0.009926438331604004 time: 7:16:55.557314
- B/E: 79 / 186 , Gen_loss: -0.36969194 MI_loss: 22.315784 Detection error: 0.009939074516296387 time: 7:16:56.437038
- B/E: 80 / 186 , Gen_loss: -0.36593664 MI_loss: 22.243391 Detection error: 0.009949862957000732 time: 7:16:57.325577
- B/E: 81 / 186 , Gen_loss: -0.3514726 MI_loss: 21.176506 Detection error: 0.009939789772033691 time: 7:16:58.209960
- B/E: 82 / 186 , Gen_loss: -0.36238596 MI_loss: 21.919254 Detection error: 0.009936392307281494 time: 7:16:59.088947
- B/E: 83 / 186 , Gen_loss: -0.35360622 MI_loss: 21.437706 Detection error: 0.009938597679138184 time: 7:16:59.975951
- B/E: 84 / 186 , Gen_loss: -0.35989025 MI_loss: 21.952814 Detection error: 0.009936034679412842 time: 7:17:00.957445
- B/E: 85 / 186 , Gen_loss: -0.35861152 MI_loss: 21.535072 Detection error: 0.00991678237915039 time: 7:17:01.843845
- B/E: 86 / 186 , Gen_loss: -0.3539246 MI_loss: 21.43885 Detection error: 0.009913444519042969 time: 7:17:02.732548
- B/E: 87 / 186 , Gen_loss: -0.36354744 MI_loss: 22.075413 Detection error: 0.009902358055114746 time: 7:17:03.625174
- B/E: 88 / 186 , Gen_loss: -0.35520515 MI_loss: 21.492077 Detection error: 0.009890079498291016 time: 7:17:04.457323
- B/E: 89 / 186 , Gen_loss: -0.35234988 MI_loss: 21.46999 Detection error: 0.009895145893096924 time: 7:17:05.272885
- B/E: 90 / 186 , Gen_loss: -0.35982212 MI_loss: 21.750149 Detection error: 0.00990074872970581 time: 7:17:06.199500
- B/E: 91 / 186 , Gen_loss: -0.35175484 MI_loss: 21.47705 Detection error: 0.009907245635986328 time: 7:17:07.083107
- B/E: 92 / 186 , Gen_loss: -0.35076565 MI_loss: 21.109901 Detection error: 0.00988912582397461 time: 7:17:07.964184
- B/E: 93 / 186 , Gen_loss: -0.35107103 MI_loss: 21.386238 Detection error: 0.009898960590362549 time: 7:17:08.847410
- B/E: 94 / 186 , Gen_loss: -0.35019693 MI_loss: 21.426907 Detection error: 0.009904265403747559 time: 7:17:09.731642
- B/E: 95 / 186 , Gen_loss: -0.36536995 MI_loss: 22.204758 Detection error: 0.00991147756576538 time: 7:17:10.610865
- B/E: 96 / 186 , Gen_loss: -0.36600977 MI_loss: 22.19551 Detection error: 0.009911715984344482 time: 7:17:11.493507
- B/E: 97 / 186 , Gen_loss: -0.35358247 MI_loss: 21.452991 Detection error: 0.009902119636535645 time: 7:17:12.383372
- B/E: 98 / 186 , Gen_loss: -0.34949765 MI_loss: 21.031097 Detection error: 0.009889841079711914 time: 7:17:13.268879
- B/E: 99 / 186 , Gen_loss: -0.36681375 MI_loss: 22.132248 Detection error: 0.00989311933517456 time: 7:17:14.148957
- B/E: 100 / 186 , Gen_loss: -0.36562458 MI_loss: 22.198307 Detection error: 0.009891092777252197 time: 7:17:15.123193
- B/E: 101 / 186 , Gen_loss: -0.36218286 MI_loss: 22.142384 Detection error: 0.009898900985717773 time: 7:17:16.029282
- B/E: 102 / 186 , Gen_loss: -0.35899502 MI_loss: 21.722591 Detection error: 0.00989443063735962 time: 7:17:16.915684
- B/E: 103 / 186 , Gen_loss: -0.3561782 MI_loss: 21.376951 Detection error: 0.009892404079437256 time: 7:17:17.796939
- B/E: 104 / 186 , Gen_loss: -0.35804948 MI_loss: 21.742586 Detection error: 0.0098990797996521 time: 7:17:18.679762
- B/E: 105 / 186 , Gen_loss: -0.35662073 MI_loss: 21.748777 Detection error: 0.009895026683807373 time: 7:17:19.562801
- B/E: 106 / 186 , Gen_loss: -0.35672706 MI_loss: 21.578072 Detection error: 0.009900093078613281 time: 7:17:20.449079
- B/E: 107 / 186 , Gen_loss: -0.36083952 MI_loss: 21.683762 Detection error: 0.00989842414855957 time: 7:17:21.331784
- B/E: 108 / 186 , Gen_loss: -0.35783878 MI_loss: 21.803345 Detection error: 0.009903669357299805 time: 7:17:22.221908
- B/E: 109 / 186 , Gen_loss: -0.34927619 MI_loss: 21.161892 Detection error: 0.009901702404022217 time: 7:17:23.105375
- B/E: 110 / 186 , Gen_loss: -0.36048684 MI_loss: 21.669735 Detection error: 0.009890496730804443 time: 7:17:23.989767
- B/E: 111 / 186 , Gen_loss: -0.3600139 MI_loss: 21.930752 Detection error: 0.00989311933517456 time: 7:17:24.901540
- B/E: 112 / 186 , Gen_loss: -0.36318552 MI_loss: 22.010458 Detection error: 0.009891331195831299 time: 7:17:25.724996
- B/E: 113 / 186 , Gen_loss: -0.347891 MI_loss: 21.300156 Detection error: 0.009897768497467041 time: 7:17:26.554464
- B/E: 114 / 186 , Gen_loss: -0.3654101 MI_loss: 22.154037 Detection error: 0.009898662567138672 time: 7:17:27.436627
- B/E: 115 / 186 , Gen_loss: -0.34633738 MI_loss: 20.914156 Detection error: 0.009893834590911865 time: 7:17:28.344120
- B/E: 116 / 186 , Gen_loss: -0.36012623 MI_loss: 21.853796 Detection error: 0.009893953800201416 time: 7:17:29.324532
- B/E: 117 / 186 , Gen_loss: -0.34425357 MI_loss: 21.04298 Detection error: 0.009900927543640137 time: 7:17:30.210788
- B/E: 118 / 186 , Gen_loss: -0.3591468 MI_loss: 21.648146 Detection error: 0.009888947010040283 time: 7:17:31.099695
- B/E: 119 / 186 , Gen_loss: -0.34428465 MI_loss: 20.872412 Detection error: 0.009891927242279053 time: 7:17:31.994522
- B/E: 120 / 186 , Gen_loss: -0.35642248 MI_loss: 21.52868 Detection error: 0.009889483451843262 time: 7:17:32.881089
- B/E: 121 / 186 , Gen_loss: -0.3578381 MI_loss: 21.958004 Detection error: 0.009893178939819336 time: 7:17:33.763924
- B/E: 122 / 186 , Gen_loss: -0.3646376 MI_loss: 21.982533 Detection error: 0.009885430335998535 time: 7:17:34.645020
- B/E: 123 / 186 , Gen_loss: -0.3475313 MI_loss: 21.145103 Detection error: 0.009882569313049316 time: 7:17:35.529801
- B/E: 124 / 186 , Gen_loss: -0.35934916 MI_loss: 21.819885 Detection error: 0.009880006313323975 time: 7:17:36.427173
- B/E: 125 / 186 , Gen_loss: -0.35593176 MI_loss: 21.582531 Detection error: 0.009878218173980713 time: 7:17:37.314320
- B/E: 126 / 186 , Gen_loss: -0.3592466 MI_loss: 21.911892 Detection error: 0.009888291358947754 time: 7:17:38.193475
- B/E: 127 / 186 , Gen_loss: -0.35858455 MI_loss: 21.691442 Detection error: 0.009886980056762695 time: 7:17:38.997292
- B/E: 128 / 186 , Gen_loss: -0.35812965 MI_loss: 21.751678 Detection error: 0.009892940521240234 time: 7:17:39.823765
- B/E: 129 / 186 , Gen_loss: -0.36203754 MI_loss: 22.008358 Detection error: 0.009895920753479004 time: 7:17:40.598530
- B/E: 130 / 186 , Gen_loss: -0.35069466 MI_loss: 21.207075 Detection error: 0.009902894496917725 time: 7:17:41.378184
- B/E: 131 / 186 , Gen_loss: -0.36739388 MI_loss: 22.101286 Detection error: 0.009906947612762451 time: 7:17:42.157362
- B/E: 132 / 186 , Gen_loss: -0.3564717 MI_loss: 21.583902 Detection error: 0.009904146194458008 time: 7:17:43.013009
- B/E: 133 / 186 , Gen_loss: -0.36422858 MI_loss: 22.171234 Detection error: 0.00990903377532959 time: 7:17:43.869840
- B/E: 134 / 186 , Gen_loss: -0.35925072 MI_loss: 21.992027 Detection error: 0.00991666316986084 time: 7:17:44.678794
- B/E: 135 / 186 , Gen_loss: -0.354226 MI_loss: 21.423279 Detection error: 0.009917497634887695 time: 7:17:45.459520
- B/E: 136 / 186 , Gen_loss: -0.35533231 MI_loss: 21.559633 Detection error: 0.00992041826248169 time: 7:17:46.308511
- B/E: 137 / 186 , Gen_loss: -0.36038235 MI_loss: 21.853296 Detection error: 0.009923934936523438 time: 7:17:47.127880
- B/E: 138 / 186 , Gen_loss: -0.37096578 MI_loss: 22.580013 Detection error: 0.009927630424499512 time: 7:17:47.914755
- B/E: 139 / 186 , Gen_loss: -0.37120068 MI_loss: 22.43611 Detection error: 0.00993126630783081 time: 7:17:48.790051
- B/E: 140 / 186 , Gen_loss: -0.35763806 MI_loss: 21.763908 Detection error: 0.009934186935424805 time: 7:17:49.672615
- B/E: 141 / 186 , Gen_loss: -0.36434403 MI_loss: 21.889061 Detection error: 0.009929358959197998 time: 7:17:50.556758
- B/E: 142 / 186 , Gen_loss: -0.362203 MI_loss: 22.009048 Detection error: 0.009929001331329346 time: 7:17:51.449095
- B/E: 143 / 186 , Gen_loss: -0.3619908 MI_loss: 21.954824 Detection error: 0.00992816686630249 time: 7:17:52.272063
- B/E: 144 / 186 , Gen_loss: -0.35716307 MI_loss: 21.66248 Detection error: 0.009934723377227783 time: 7:17:53.046390
- B/E: 145 / 186 , Gen_loss: -0.35692304 MI_loss: 21.489817 Detection error: 0.009938597679138184 time: 7:17:53.826541
- B/E: 146 / 186 , Gen_loss: -0.36724743 MI_loss: 22.208485 Detection error: 0.00994408130645752 time: 7:17:54.604047
- B/E: 147 / 186 , Gen_loss: -0.36477217 MI_loss: 22.147802 Detection error: 0.009944260120391846 time: 7:17:55.388623
- B/E: 148 / 186 , Gen_loss: -0.36191472 MI_loss: 21.972677 Detection error: 0.009947359561920166 time: 7:17:56.313802
- B/E: 149 / 186 , Gen_loss: -0.36067048 MI_loss: 21.924618 Detection error: 0.009953558444976807 time: 7:17:57.139901
-
- Test Loss: 10.262918 Test Error: 0.010708332061767578
- -----
- EPOCH: 187
- B/E: 0 / 187 , Gen_loss: -0.35524654 MI_loss: 21.39819 Detection error: 0.01015627384185791 time: 7:17:59.012881
- B/E: 1 / 187 , Gen_loss: -0.359754 MI_loss: 21.761774 Detection error: 0.010234355926513672 time: 7:18:26.976662
- B/E: 2 / 187 , Gen_loss: -0.36155793 MI_loss: 21.848755 Detection error: 0.009656250476837158 time: 7:18:27.900293
- B/E: 3 / 187 , Gen_loss: -0.35457465 MI_loss: 21.49611 Detection error: 0.009703099727630615 time: 7:18:28.788038
- B/E: 4 / 187 , Gen_loss: -0.36102492 MI_loss: 21.812737 Detection error: 0.009750008583068848 time: 7:18:29.677836
- B/E: 5 / 187 , Gen_loss: -0.35679856 MI_loss: 21.841286 Detection error: 0.009828150272369385 time: 7:18:30.569140
- B/E: 6 / 187 , Gen_loss: -0.3803231 MI_loss: 23.209461 Detection error: 0.009901762008666992 time: 7:18:31.451207
- B/E: 7 / 187 , Gen_loss: -0.3583362 MI_loss: 21.772543 Detection error: 0.009886741638183594 time: 7:18:32.335227
- B/E: 8 / 187 , Gen_loss: -0.35465723 MI_loss: 21.491861 Detection error: 0.009815990924835205 time: 7:18:33.230242
- B/E: 9 / 187 , Gen_loss: -0.36202133 MI_loss: 21.88519 Detection error: 0.00980311632156372 time: 7:18:34.116834
- B/E: 10 / 187 , Gen_loss: -0.3652515 MI_loss: 22.156815 Detection error: 0.009786903858184814 time: 7:18:35.104400
- B/E: 11 / 187 , Gen_loss: -0.36162722 MI_loss: 21.92419 Detection error: 0.009877622127532959 time: 7:18:35.995316
- B/E: 12 / 187 , Gen_loss: -0.35905272 MI_loss: 21.59016 Detection error: 0.00993269681930542 time: 7:18:36.884217
- B/E: 13 / 187 , Gen_loss: -0.35986716 MI_loss: 21.746414 Detection error: 0.009948670864105225 time: 7:18:37.687571
- B/E: 14 / 187 , Gen_loss: -0.35365787 MI_loss: 21.337162 Detection error: 0.00993126630783081 time: 7:18:38.474062
- B/E: 15 / 187 , Gen_loss: -0.35410646 MI_loss: 21.516201 Detection error: 0.009937524795532227 time: 7:18:39.354484
- B/E: 16 / 187 , Gen_loss: -0.36376312 MI_loss: 22.045643 Detection error: 0.009911775588989258 time: 7:18:40.150815
- B/E: 17 / 187 , Gen_loss: -0.3583509 MI_loss: 21.757008 Detection error: 0.009869813919067383 time: 7:18:41.025824
- B/E: 18 / 187 , Gen_loss: -0.3597736 MI_loss: 21.787075 Detection error: 0.009856879711151123 time: 7:18:41.843541
- B/E: 19 / 187 , Gen_loss: -0.35113752 MI_loss: 21.397367 Detection error: 0.009868741035461426 time: 7:18:42.667927
- B/E: 20 / 187 , Gen_loss: -0.3613439 MI_loss: 21.916332 Detection error: 0.009891390800476074 time: 7:18:43.565330
- B/E: 21 / 187 , Gen_loss: -0.35770822 MI_loss: 21.738688 Detection error: 0.009882092475891113 time: 7:18:44.448841
- B/E: 22 / 187 , Gen_loss: -0.36451098 MI_loss: 22.038422 Detection error: 0.009866833686828613 time: 7:18:45.330562
- B/E: 23 / 187 , Gen_loss: -0.35473785 MI_loss: 21.475063 Detection error: 0.009860694408416748 time: 7:18:46.218026
- B/E: 24 / 187 , Gen_loss: -0.3637836 MI_loss: 22.059301 Detection error: 0.00985872745513916 time: 7:18:47.112612
- B/E: 25 / 187 , Gen_loss: -0.35518393 MI_loss: 21.531918 Detection error: 0.009879827499389648 time: 7:18:48.075317
- B/E: 26 / 187 , Gen_loss: -0.3529809 MI_loss: 21.565727 Detection error: 0.009946763515472412 time: 7:18:48.991380
- B/E: 27 / 187 , Gen_loss: -0.35904992 MI_loss: 21.910723 Detection error: 0.0099564790725708 time: 7:18:49.885044
- B/E: 28 / 187 , Gen_loss: -0.36164007 MI_loss: 21.936602 Detection error: 0.009964466094970703 time: 7:18:50.762566
- B/E: 29 / 187 , Gen_loss: -0.35503405 MI_loss: 21.369583 Detection error: 0.009971857070922852 time: 7:18:51.638722
- B/E: 30 / 187 , Gen_loss: -0.36109796 MI_loss: 21.878214 Detection error: 0.009946584701538086 time: 7:18:52.532428
- B/E: 31 / 187 , Gen_loss: -0.34828112 MI_loss: 21.151045 Detection error: 0.009937524795532227 time: 7:18:53.430519
- B/E: 32 / 187 , Gen_loss: -0.35518095 MI_loss: 21.518364 Detection error: 0.009947896003723145 time: 7:18:54.329035
- B/E: 33 / 187 , Gen_loss: -0.3476071 MI_loss: 21.006021 Detection error: 0.00992649793624878 time: 7:18:55.228509
- B/E: 34 / 187 , Gen_loss: -0.3495576 MI_loss: 21.32464 Detection error: 0.009925007820129395 time: 7:18:56.121597
- B/E: 35 / 187 , Gen_loss: -0.35868067 MI_loss: 21.556091 Detection error: 0.009906232357025146 time: 7:18:57.018375
- B/E: 36 / 187 , Gen_loss: -0.35367692 MI_loss: 21.398626 Detection error: 0.009901165962219238 time: 7:18:57.911240
- B/E: 37 / 187 , Gen_loss: -0.36212572 MI_loss: 22.055685 Detection error: 0.009911179542541504 time: 7:18:58.809104
- B/E: 38 / 187 , Gen_loss: -0.36128113 MI_loss: 21.880056 Detection error: 0.0099334716796875 time: 7:18:59.706024
- B/E: 39 / 187 , Gen_loss: -0.3605008 MI_loss: 21.691349 Detection error: 0.009906232357025146 time: 7:19:00.601936
- B/E: 40 / 187 , Gen_loss: -0.36257455 MI_loss: 21.939842 Detection error: 0.009915411472320557 time: 7:19:01.502570
- B/E: 41 / 187 , Gen_loss: -0.35942638 MI_loss: 21.773438 Detection error: 0.009909987449645996 time: 7:19:02.510128
- B/E: 42 / 187 , Gen_loss: -0.35577002 MI_loss: 21.545368 Detection error: 0.009902596473693848 time: 7:19:03.404543
- B/E: 43 / 187 , Gen_loss: -0.36505944 MI_loss: 22.013142 Detection error: 0.009902715682983398 time: 7:19:04.319048
- B/E: 44 / 187 , Gen_loss: -0.3569066 MI_loss: 21.618351 Detection error: 0.009904861450195312 time: 7:19:05.222116
- B/E: 45 / 187 , Gen_loss: -0.3559868 MI_loss: 21.639923 Detection error: 0.009923934936523438 time: 7:19:06.116289
- B/E: 46 / 187 , Gen_loss: -0.3507168 MI_loss: 21.282227 Detection error: 0.009930849075317383 time: 7:19:07.010485
- B/E: 47 / 187 , Gen_loss: -0.3606703 MI_loss: 21.651606 Detection error: 0.009932279586791992 time: 7:19:07.906722
- B/E: 48 / 187 , Gen_loss: -0.3546836 MI_loss: 21.526121 Detection error: 0.009941339492797852 time: 7:19:08.724269
- B/E: 49 / 187 , Gen_loss: -0.35129642 MI_loss: 21.286518 Detection error: 0.009946227073669434 time: 7:19:09.634728
- B/E: 50 / 187 , Gen_loss: -0.35836875 MI_loss: 21.744286 Detection error: 0.00996387004852295 time: 7:19:10.532192
- B/E: 51 / 187 , Gen_loss: -0.3614255 MI_loss: 22.08128 Detection error: 0.009961545467376709 time: 7:19:11.431484
- B/E: 52 / 187 , Gen_loss: -0.36277384 MI_loss: 22.088795 Detection error: 0.009965240955352783 time: 7:19:12.326981
- B/E: 53 / 187 , Gen_loss: -0.36436743 MI_loss: 22.033953 Detection error: 0.009980916976928711 time: 7:19:13.225118
- B/E: 54 / 187 , Gen_loss: -0.35156134 MI_loss: 21.351519 Detection error: 0.009978413581848145 time: 7:19:14.125088
- B/E: 55 / 187 , Gen_loss: -0.36543965 MI_loss: 22.2053 Detection error: 0.009962081909179688 time: 7:19:15.020291
- B/E: 56 / 187 , Gen_loss: -0.3586652 MI_loss: 21.689388 Detection error: 0.009948492050170898 time: 7:19:15.915238
- B/E: 57 / 187 , Gen_loss: -0.35726705 MI_loss: 21.661577 Detection error: 0.009946644306182861 time: 7:19:16.905005
- B/E: 58 / 187 , Gen_loss: -0.3502667 MI_loss: 21.21926 Detection error: 0.009932756423950195 time: 7:19:17.803728
- B/E: 59 / 187 , Gen_loss: -0.3571841 MI_loss: 21.872349 Detection error: 0.009954690933227539 time: 7:19:18.700497
- B/E: 60 / 187 , Gen_loss: -0.36943325 MI_loss: 22.222485 Detection error: 0.009939014911651611 time: 7:19:19.593397
- B/E: 61 / 187 , Gen_loss: -0.35842904 MI_loss: 21.821346 Detection error: 0.009951114654541016 time: 7:19:20.492959
- B/E: 62 / 187 , Gen_loss: -0.36216822 MI_loss: 21.85057 Detection error: 0.009963274002075195 time: 7:19:21.380032
- B/E: 63 / 187 , Gen_loss: -0.37371156 MI_loss: 22.742874 Detection error: 0.009960949420928955 time: 7:19:22.274613
- B/E: 64 / 187 , Gen_loss: -0.35624245 MI_loss: 21.643896 Detection error: 0.009952425956726074 time: 7:19:23.190660
- B/E: 65 / 187 , Gen_loss: -0.35940173 MI_loss: 21.610767 Detection error: 0.009952664375305176 time: 7:19:24.105590
- B/E: 66 / 187 , Gen_loss: -0.3696759 MI_loss: 22.484743 Detection error: 0.009953796863555908 time: 7:19:25.001489
- B/E: 67 / 187 , Gen_loss: -0.3580781 MI_loss: 21.59783 Detection error: 0.009946227073669434 time: 7:19:25.896004
- B/E: 68 / 187 , Gen_loss: -0.36592177 MI_loss: 22.125816 Detection error: 0.009947896003723145 time: 7:19:26.791168
- B/E: 69 / 187 , Gen_loss: -0.35939094 MI_loss: 21.784107 Detection error: 0.009957611560821533 time: 7:19:27.687241
- B/E: 70 / 187 , Gen_loss: -0.36478013 MI_loss: 22.146317 Detection error: 0.009947597980499268 time: 7:19:28.585208
- B/E: 71 / 187 , Gen_loss: -0.34824613 MI_loss: 21.03852 Detection error: 0.009954452514648438 time: 7:19:29.496726
- B/E: 72 / 187 , Gen_loss: -0.34993482 MI_loss: 21.139881 Detection error: 0.009955048561096191 time: 7:19:30.389461
- B/E: 73 / 187 , Gen_loss: -0.35317686 MI_loss: 21.362062 Detection error: 0.009952723979949951 time: 7:19:31.378343
- B/E: 74 / 187 , Gen_loss: -0.3612981 MI_loss: 22.000196 Detection error: 0.009944140911102295 time: 7:19:32.287077
- B/E: 75 / 187 , Gen_loss: -0.3594794 MI_loss: 21.89165 Detection error: 0.009942412376403809 time: 7:19:33.122762
- B/E: 76 / 187 , Gen_loss: -0.34612706 MI_loss: 20.99849 Detection error: 0.009946823120117188 time: 7:19:34.033137
- B/E: 77 / 187 , Gen_loss: -0.35952178 MI_loss: 21.635248 Detection error: 0.009941518306732178 time: 7:19:34.848686
- B/E: 78 / 187 , Gen_loss: -0.35382086 MI_loss: 21.444872 Detection error: 0.009937524795532227 time: 7:19:35.660603
- B/E: 79 / 187 , Gen_loss: -0.3539415 MI_loss: 21.354136 Detection error: 0.009951591491699219 time: 7:19:36.566773
- B/E: 80 / 187 , Gen_loss: -0.3493646 MI_loss: 21.156582 Detection error: 0.009961426258087158 time: 7:19:37.458223
- B/E: 81 / 187 , Gen_loss: -0.36856446 MI_loss: 22.384506 Detection error: 0.009952366352081299 time: 7:19:38.354268
- B/E: 82 / 187 , Gen_loss: -0.36520755 MI_loss: 22.081734 Detection error: 0.009948015213012695 time: 7:19:39.250572
- B/E: 83 / 187 , Gen_loss: -0.36064434 MI_loss: 21.85406 Detection error: 0.00994938611984253 time: 7:19:40.146659
- B/E: 84 / 187 , Gen_loss: -0.35048097 MI_loss: 21.244434 Detection error: 0.009950339794158936 time: 7:19:41.051333
- B/E: 85 / 187 , Gen_loss: -0.35841742 MI_loss: 21.692112 Detection error: 0.009933114051818848 time: 7:19:41.948567
- B/E: 86 / 187 , Gen_loss: -0.3646355 MI_loss: 21.97425 Detection error: 0.00992816686630249 time: 7:19:42.849175
- B/E: 87 / 187 , Gen_loss: -0.36712307 MI_loss: 22.134178 Detection error: 0.009911954402923584 time: 7:19:43.745858
- B/E: 88 / 187 , Gen_loss: -0.36018032 MI_loss: 21.848793 Detection error: 0.009907305240631104 time: 7:19:44.644938
- B/E: 89 / 187 , Gen_loss: -0.3600511 MI_loss: 21.841343 Detection error: 0.00991910696029663 time: 7:19:45.624948
- B/E: 90 / 187 , Gen_loss: -0.36286554 MI_loss: 22.008808 Detection error: 0.009918928146362305 time: 7:19:46.521442
- B/E: 91 / 187 , Gen_loss: -0.35450476 MI_loss: 21.334684 Detection error: 0.009919822216033936 time: 7:19:47.417959
- B/E: 92 / 187 , Gen_loss: -0.35564974 MI_loss: 21.586285 Detection error: 0.00990593433380127 time: 7:19:48.316263
- B/E: 93 / 187 , Gen_loss: -0.34978214 MI_loss: 21.306353 Detection error: 0.009906589984893799 time: 7:19:49.218115
- B/E: 94 / 187 , Gen_loss: -0.36196944 MI_loss: 22.094805 Detection error: 0.00991678237915039 time: 7:19:50.114891
- B/E: 95 / 187 , Gen_loss: -0.35494995 MI_loss: 21.658968 Detection error: 0.009925127029418945 time: 7:19:51.009571
- B/E: 96 / 187 , Gen_loss: -0.3710188 MI_loss: 22.49574 Detection error: 0.00992041826248169 time: 7:19:51.912635
- B/E: 97 / 187 , Gen_loss: -0.3532519 MI_loss: 21.482468 Detection error: 0.00991743803024292 time: 7:19:52.809792
- B/E: 98 / 187 , Gen_loss: -0.35881788 MI_loss: 21.647099 Detection error: 0.00990372896194458 time: 7:19:53.706882
- B/E: 99 / 187 , Gen_loss: -0.363056 MI_loss: 21.888575 Detection error: 0.009900331497192383 time: 7:19:54.603197
- B/E: 100 / 187 , Gen_loss: -0.36043423 MI_loss: 21.889494 Detection error: 0.009907782077789307 time: 7:19:55.507288
- B/E: 101 / 187 , Gen_loss: -0.3542674 MI_loss: 21.551203 Detection error: 0.009910821914672852 time: 7:19:56.407927
- B/E: 102 / 187 , Gen_loss: -0.35261604 MI_loss: 21.511246 Detection error: 0.009907186031341553 time: 7:19:57.304219
- B/E: 103 / 187 , Gen_loss: -0.35995173 MI_loss: 21.807755 Detection error: 0.00990837812423706 time: 7:19:58.204275
- B/E: 104 / 187 , Gen_loss: -0.3596064 MI_loss: 21.719072 Detection error: 0.009909212589263916 time: 7:19:59.103155
- B/E: 105 / 187 , Gen_loss: -0.35711008 MI_loss: 21.60033 Detection error: 0.009907126426696777 time: 7:20:00.085728
- B/E: 106 / 187 , Gen_loss: -0.34822032 MI_loss: 21.195684 Detection error: 0.009908556938171387 time: 7:20:00.986459
- B/E: 107 / 187 , Gen_loss: -0.37037593 MI_loss: 22.389006 Detection error: 0.009913802146911621 time: 7:20:01.906196
- B/E: 108 / 187 , Gen_loss: -0.35473603 MI_loss: 21.632195 Detection error: 0.009914577007293701 time: 7:20:02.806248
- B/E: 109 / 187 , Gen_loss: -0.3565911 MI_loss: 21.716461 Detection error: 0.009913623332977295 time: 7:20:03.701735
- B/E: 110 / 187 , Gen_loss: -0.36235827 MI_loss: 21.883648 Detection error: 0.009905695915222168 time: 7:20:04.631422
- B/E: 111 / 187 , Gen_loss: -0.35102856 MI_loss: 21.033606 Detection error: 0.009906232357025146 time: 7:20:05.525670
- B/E: 112 / 187 , Gen_loss: -0.36211446 MI_loss: 21.965858 Detection error: 0.009902358055114746 time: 7:20:06.420401
- B/E: 113 / 187 , Gen_loss: -0.3562703 MI_loss: 21.93979 Detection error: 0.009910881519317627 time: 7:20:07.311899
- B/E: 114 / 187 , Gen_loss: -0.36065885 MI_loss: 22.023972 Detection error: 0.00991278886795044 time: 7:20:08.200052
- B/E: 115 / 187 , Gen_loss: -0.37015215 MI_loss: 22.382835 Detection error: 0.009907066822052002 time: 7:20:09.091210
- B/E: 116 / 187 , Gen_loss: -0.35779074 MI_loss: 21.790731 Detection error: 0.009906232357025146 time: 7:20:09.967750
- B/E: 117 / 187 , Gen_loss: -0.35578746 MI_loss: 21.608114 Detection error: 0.009908616542816162 time: 7:20:10.877699
- B/E: 118 / 187 , Gen_loss: -0.35955226 MI_loss: 21.894287 Detection error: 0.00990307331085205 time: 7:20:11.763849
- B/E: 119 / 187 , Gen_loss: -0.356276 MI_loss: 21.482477 Detection error: 0.009898185729980469 time: 7:20:12.659678
- B/E: 120 / 187 , Gen_loss: -0.36091864 MI_loss: 22.074982 Detection error: 0.009901583194732666 time: 7:20:13.555044
- B/E: 121 / 187 , Gen_loss: -0.3558275 MI_loss: 21.626072 Detection error: 0.009904205799102783 time: 7:20:14.551876
- B/E: 122 / 187 , Gen_loss: -0.36163446 MI_loss: 21.7748 Detection error: 0.00989454984664917 time: 7:20:15.447524
- B/E: 123 / 187 , Gen_loss: -0.35771486 MI_loss: 21.639727 Detection error: 0.009887099266052246 time: 7:20:16.345916
- B/E: 124 / 187 , Gen_loss: -0.36309978 MI_loss: 22.030493 Detection error: 0.009892523288726807 time: 7:20:17.164502
- B/E: 125 / 187 , Gen_loss: -0.3531535 MI_loss: 21.3947 Detection error: 0.009888648986816406 time: 7:20:17.970997
- B/E: 126 / 187 , Gen_loss: -0.35581726 MI_loss: 21.692316 Detection error: 0.009896636009216309 time: 7:20:18.880153
- B/E: 127 / 187 , Gen_loss: -0.34922567 MI_loss: 21.102585 Detection error: 0.009895741939544678 time: 7:20:19.774702
- B/E: 128 / 187 , Gen_loss: -0.35781622 MI_loss: 21.625683 Detection error: 0.00990307331085205 time: 7:20:20.671790
- B/E: 129 / 187 , Gen_loss: -0.36478266 MI_loss: 22.166939 Detection error: 0.009907424449920654 time: 7:20:21.585038
- B/E: 130 / 187 , Gen_loss: -0.354874 MI_loss: 21.489536 Detection error: 0.009915530681610107 time: 7:20:22.480882
- B/E: 131 / 187 , Gen_loss: -0.35948288 MI_loss: 21.861217 Detection error: 0.009917616844177246 time: 7:20:23.382137
- B/E: 132 / 187 , Gen_loss: -0.3603706 MI_loss: 21.892956 Detection error: 0.009913504123687744 time: 7:20:24.278856
- B/E: 133 / 187 , Gen_loss: -0.35968673 MI_loss: 21.781673 Detection error: 0.009917914867401123 time: 7:20:25.177837
- B/E: 134 / 187 , Gen_loss: -0.35121185 MI_loss: 21.268276 Detection error: 0.009925246238708496 time: 7:20:26.077529
- B/E: 135 / 187 , Gen_loss: -0.35395366 MI_loss: 21.525719 Detection error: 0.009928107261657715 time: 7:20:26.984329
- B/E: 136 / 187 , Gen_loss: -0.3586078 MI_loss: 21.816359 Detection error: 0.009930193424224854 time: 7:20:27.885648
- B/E: 137 / 187 , Gen_loss: -0.36097002 MI_loss: 21.90906 Detection error: 0.009929358959197998 time: 7:20:28.865406
- B/E: 138 / 187 , Gen_loss: -0.3589902 MI_loss: 21.908703 Detection error: 0.009935498237609863 time: 7:20:29.764669
- B/E: 139 / 187 , Gen_loss: -0.3619573 MI_loss: 21.950176 Detection error: 0.009939730167388916 time: 7:20:30.686957
- B/E: 140 / 187 , Gen_loss: -0.35375664 MI_loss: 21.546917 Detection error: 0.009943246841430664 time: 7:20:31.487180
- B/E: 141 / 187 , Gen_loss: -0.34831047 MI_loss: 21.076012 Detection error: 0.009936392307281494 time: 7:20:32.368883
- B/E: 142 / 187 , Gen_loss: -0.3585214 MI_loss: 21.652311 Detection error: 0.009937703609466553 time: 7:20:33.273789
- B/E: 143 / 187 , Gen_loss: -0.36486438 MI_loss: 22.080635 Detection error: 0.009935140609741211 time: 7:20:34.173836
- B/E: 144 / 187 , Gen_loss: -0.3541641 MI_loss: 21.467249 Detection error: 0.009945273399353027 time: 7:20:35.074666
- B/E: 145 / 187 , Gen_loss: -0.35410503 MI_loss: 21.506811 Detection error: 0.009949266910552979 time: 7:20:35.974858
- B/E: 146 / 187 , Gen_loss: -0.35436022 MI_loss: 21.33248 Detection error: 0.009952366352081299 time: 7:20:36.871648
- B/E: 147 / 187 , Gen_loss: -0.3625327 MI_loss: 22.02703 Detection error: 0.009956061840057373 time: 7:20:37.767898
- B/E: 148 / 187 , Gen_loss: -0.35595465 MI_loss: 21.398178 Detection error: 0.00995635986328125 time: 7:20:38.661281
- B/E: 149 / 187 , Gen_loss: -0.36337173 MI_loss: 22.017849 Detection error: 0.009961903095245361 time: 7:20:39.538935
-
- Test Loss: 10.25999 Test Error: 0.010808348655700684
- -----
- EPOCH: 188
- B/E: 0 / 188 , Gen_loss: -0.35548288 MI_loss: 21.407116 Detection error: 0.010249972343444824 time: 7:20:41.540573
- B/E: 1 / 188 , Gen_loss: -0.35035914 MI_loss: 21.291191 Detection error: 0.010203123092651367 time: 7:21:08.528530
- B/E: 2 / 188 , Gen_loss: -0.34697834 MI_loss: 20.89123 Detection error: 0.009750008583068848 time: 7:21:09.607116
- B/E: 3 / 188 , Gen_loss: -0.34457955 MI_loss: 20.976944 Detection error: 0.009687483310699463 time: 7:21:10.445828
- B/E: 4 / 188 , Gen_loss: -0.36579657 MI_loss: 22.103546 Detection error: 0.009787499904632568 time: 7:21:11.233717
- B/E: 5 / 188 , Gen_loss: -0.3616057 MI_loss: 21.997942 Detection error: 0.009791672229766846 time: 7:21:12.019683
- B/E: 6 / 188 , Gen_loss: -0.3564022 MI_loss: 21.733604 Detection error: 0.009857118129730225 time: 7:21:12.836066
- B/E: 7 / 188 , Gen_loss: -0.3663282 MI_loss: 22.110556 Detection error: 0.009949207305908203 time: 7:21:13.640703
- B/E: 8 / 188 , Gen_loss: -0.35572648 MI_loss: 21.463963 Detection error: 0.009888887405395508 time: 7:21:14.438365
- B/E: 9 / 188 , Gen_loss: -0.35973358 MI_loss: 21.853283 Detection error: 0.009850025177001953 time: 7:21:15.280798
- B/E: 10 / 188 , Gen_loss: -0.369741 MI_loss: 22.440989 Detection error: 0.009863615036010742 time: 7:21:16.063368
- B/E: 11 / 188 , Gen_loss: -0.3592975 MI_loss: 21.770515 Detection error: 0.009867191314697266 time: 7:21:16.843579
- B/E: 12 / 188 , Gen_loss: -0.35386074 MI_loss: 21.628172 Detection error: 0.009971141815185547 time: 7:21:17.628568
- B/E: 13 / 188 , Gen_loss: -0.3564948 MI_loss: 21.601263 Detection error: 0.00997990369796753 time: 7:21:18.483054
- B/E: 14 / 188 , Gen_loss: -0.3635738 MI_loss: 21.996166 Detection error: 0.009945809841156006 time: 7:21:19.369111
- B/E: 15 / 188 , Gen_loss: -0.36185613 MI_loss: 21.930891 Detection error: 0.009917974472045898 time: 7:21:20.266865
- B/E: 16 / 188 , Gen_loss: -0.36204737 MI_loss: 21.839222 Detection error: 0.009898900985717773 time: 7:21:21.191304
- B/E: 17 / 188 , Gen_loss: -0.353683 MI_loss: 21.39978 Detection error: 0.0098801851272583 time: 7:21:22.093259
- B/E: 18 / 188 , Gen_loss: -0.3507899 MI_loss: 21.457651 Detection error: 0.009855270385742188 time: 7:21:23.086775
- B/E: 19 / 188 , Gen_loss: -0.35195345 MI_loss: 21.273499 Detection error: 0.00986248254776001 time: 7:21:23.974698
- B/E: 20 / 188 , Gen_loss: -0.35858613 MI_loss: 21.707993 Detection error: 0.009885430335998535 time: 7:21:24.859339
- B/E: 21 / 188 , Gen_loss: -0.36013767 MI_loss: 21.924526 Detection error: 0.009894907474517822 time: 7:21:25.741110
- B/E: 22 / 188 , Gen_loss: -0.36408705 MI_loss: 21.988914 Detection error: 0.00984644889831543 time: 7:21:26.628545
- B/E: 23 / 188 , Gen_loss: -0.35752192 MI_loss: 21.635632 Detection error: 0.009848952293395996 time: 7:21:27.522636
- B/E: 24 / 188 , Gen_loss: -0.36483842 MI_loss: 22.011482 Detection error: 0.00985872745513916 time: 7:21:28.443290
- B/E: 25 / 188 , Gen_loss: -0.36425805 MI_loss: 22.12136 Detection error: 0.009872615337371826 time: 7:21:29.216159
- B/E: 26 / 188 , Gen_loss: -0.35522434 MI_loss: 21.597525 Detection error: 0.009928226470947266 time: 7:21:29.997412
- B/E: 27 / 188 , Gen_loss: -0.3554057 MI_loss: 21.778267 Detection error: 0.009957611560821533 time: 7:21:30.770938
- B/E: 28 / 188 , Gen_loss: -0.35794598 MI_loss: 21.69522 Detection error: 0.009959042072296143 time: 7:21:31.610869
- B/E: 29 / 188 , Gen_loss: -0.36744407 MI_loss: 22.294945 Detection error: 0.009957313537597656 time: 7:21:32.533299
- B/E: 30 / 188 , Gen_loss: -0.35137063 MI_loss: 21.351059 Detection error: 0.009962677955627441 time: 7:21:33.414540
- B/E: 31 / 188 , Gen_loss: -0.348821 MI_loss: 21.063084 Detection error: 0.009920895099639893 time: 7:21:34.423851
- B/E: 32 / 188 , Gen_loss: -0.3528966 MI_loss: 21.489752 Detection error: 0.009938418865203857 time: 7:21:35.273300
- B/E: 33 / 188 , Gen_loss: -0.3594014 MI_loss: 21.761261 Detection error: 0.009911775588989258 time: 7:21:36.115342
- B/E: 34 / 188 , Gen_loss: -0.35088134 MI_loss: 21.38259 Detection error: 0.0099107027053833 time: 7:21:36.912023
- B/E: 35 / 188 , Gen_loss: -0.35925832 MI_loss: 21.839087 Detection error: 0.009901046752929688 time: 7:21:37.712359
- B/E: 36 / 188 , Gen_loss: -0.35703117 MI_loss: 21.587309 Detection error: 0.009899497032165527 time: 7:21:38.562910
- B/E: 37 / 188 , Gen_loss: -0.37288842 MI_loss: 22.690374 Detection error: 0.009904623031616211 time: 7:21:39.451679
- B/E: 38 / 188 , Gen_loss: -0.3529961 MI_loss: 21.356188 Detection error: 0.009927093982696533 time: 7:21:40.338197
- B/E: 39 / 188 , Gen_loss: -0.35127684 MI_loss: 21.206081 Detection error: 0.00989764928817749 time: 7:21:41.223185
- B/E: 40 / 188 , Gen_loss: -0.3523806 MI_loss: 21.256111 Detection error: 0.009904742240905762 time: 7:21:42.165803
- B/E: 41 / 188 , Gen_loss: -0.35693046 MI_loss: 21.749458 Detection error: 0.009901762008666992 time: 7:21:43.060237
- B/E: 42 / 188 , Gen_loss: -0.3544498 MI_loss: 21.645517 Detection error: 0.00989389419555664 time: 7:21:43.952196
- B/E: 43 / 188 , Gen_loss: -0.3558309 MI_loss: 21.541862 Detection error: 0.00989842414855957 time: 7:21:44.840070
- B/E: 44 / 188 , Gen_loss: -0.36048564 MI_loss: 21.922842 Detection error: 0.009918749332427979 time: 7:21:45.731820
- B/E: 45 / 188 , Gen_loss: -0.35825178 MI_loss: 21.692972 Detection error: 0.009928643703460693 time: 7:21:46.577435
- B/E: 46 / 188 , Gen_loss: -0.3537926 MI_loss: 21.345789 Detection error: 0.009936809539794922 time: 7:21:47.376562
- B/E: 47 / 188 , Gen_loss: -0.36504173 MI_loss: 22.01307 Detection error: 0.009923160076141357 time: 7:21:48.207445
- B/E: 48 / 188 , Gen_loss: -0.36371088 MI_loss: 21.999283 Detection error: 0.009937524795532227 time: 7:21:49.116891
- B/E: 49 / 188 , Gen_loss: -0.35401925 MI_loss: 21.530901 Detection error: 0.009951889514923096 time: 7:21:50.043245
- B/E: 50 / 188 , Gen_loss: -0.36601222 MI_loss: 22.261137 Detection error: 0.009958326816558838 time: 7:21:50.924974
- B/E: 51 / 188 , Gen_loss: -0.36150324 MI_loss: 21.886782 Detection error: 0.009963929653167725 time: 7:21:51.760981
- B/E: 52 / 188 , Gen_loss: -0.3583139 MI_loss: 21.665415 Detection error: 0.009968161582946777 time: 7:21:52.651635
- B/E: 53 / 188 , Gen_loss: -0.3668465 MI_loss: 22.126925 Detection error: 0.00997859239578247 time: 7:21:53.556336
- B/E: 54 / 188 , Gen_loss: -0.3567289 MI_loss: 21.55756 Detection error: 0.009979546070098877 time: 7:21:54.446390
- B/E: 55 / 188 , Gen_loss: -0.36443418 MI_loss: 22.064194 Detection error: 0.009964287281036377 time: 7:21:55.332213
- B/E: 56 / 188 , Gen_loss: -0.3654072 MI_loss: 22.098568 Detection error: 0.009950101375579834 time: 7:21:56.217450
- B/E: 57 / 188 , Gen_loss: -0.3541939 MI_loss: 21.523464 Detection error: 0.00994718074798584 time: 7:21:57.099428
- B/E: 58 / 188 , Gen_loss: -0.35854912 MI_loss: 21.736748 Detection error: 0.009934306144714355 time: 7:21:57.989648
- B/E: 59 / 188 , Gen_loss: -0.34814954 MI_loss: 21.131504 Detection error: 0.00995570421218872 time: 7:21:58.872918
- B/E: 60 / 188 , Gen_loss: -0.36527848 MI_loss: 22.164682 Detection error: 0.009954392910003662 time: 7:21:59.754146
- B/E: 61 / 188 , Gen_loss: -0.35963908 MI_loss: 21.791819 Detection error: 0.009960174560546875 time: 7:22:00.640070
- B/E: 62 / 188 , Gen_loss: -0.35152796 MI_loss: 21.265196 Detection error: 0.00995934009552002 time: 7:22:01.519990
- B/E: 63 / 188 , Gen_loss: -0.36531317 MI_loss: 22.180948 Detection error: 0.009960949420928955 time: 7:22:02.506502
- B/E: 64 / 188 , Gen_loss: -0.36806953 MI_loss: 22.427105 Detection error: 0.009958148002624512 time: 7:22:03.389250
- B/E: 65 / 188 , Gen_loss: -0.36522883 MI_loss: 22.203678 Detection error: 0.009962618350982666 time: 7:22:04.281854
- B/E: 66 / 188 , Gen_loss: -0.36820966 MI_loss: 22.25043 Detection error: 0.009958982467651367 time: 7:22:05.169543
- B/E: 67 / 188 , Gen_loss: -0.3649659 MI_loss: 22.075397 Detection error: 0.009953141212463379 time: 7:22:05.999469
- B/E: 68 / 188 , Gen_loss: -0.35437354 MI_loss: 21.656708 Detection error: 0.009955167770385742 time: 7:22:06.896991
- B/E: 69 / 188 , Gen_loss: -0.35214138 MI_loss: 21.30288 Detection error: 0.009965181350708008 time: 7:22:07.782651
- B/E: 70 / 188 , Gen_loss: -0.35809013 MI_loss: 21.714787 Detection error: 0.00996476411819458 time: 7:22:08.673337
- B/E: 71 / 188 , Gen_loss: -0.35063684 MI_loss: 21.383678 Detection error: 0.009965717792510986 time: 7:22:09.557865
- B/E: 72 / 188 , Gen_loss: -0.35789356 MI_loss: 21.702946 Detection error: 0.009961903095245361 time: 7:22:10.441244
- B/E: 73 / 188 , Gen_loss: -0.35415047 MI_loss: 21.518286 Detection error: 0.009956896305084229 time: 7:22:11.326362
- B/E: 74 / 188 , Gen_loss: -0.35758758 MI_loss: 21.73987 Detection error: 0.009954988956451416 time: 7:22:12.209501
- B/E: 75 / 188 , Gen_loss: -0.35575843 MI_loss: 21.562777 Detection error: 0.009949862957000732 time: 7:22:13.089373
- B/E: 76 / 188 , Gen_loss: -0.3494582 MI_loss: 21.26405 Detection error: 0.009952902793884277 time: 7:22:13.917559
- B/E: 77 / 188 , Gen_loss: -0.35194984 MI_loss: 21.270847 Detection error: 0.009949147701263428 time: 7:22:14.827973
- B/E: 78 / 188 , Gen_loss: -0.36287192 MI_loss: 21.864464 Detection error: 0.009943842887878418 time: 7:22:15.710305
- B/E: 79 / 188 , Gen_loss: -0.36298648 MI_loss: 22.076265 Detection error: 0.009959399700164795 time: 7:22:16.708888
- B/E: 80 / 188 , Gen_loss: -0.37007272 MI_loss: 22.540966 Detection error: 0.009966850280761719 time: 7:22:17.601710
- B/E: 81 / 188 , Gen_loss: -0.3571317 MI_loss: 21.660206 Detection error: 0.009953498840332031 time: 7:22:18.495551
- B/E: 82 / 188 , Gen_loss: -0.34745336 MI_loss: 21.01753 Detection error: 0.009954452514648438 time: 7:22:19.382406
- B/E: 83 / 188 , Gen_loss: -0.35308832 MI_loss: 21.303568 Detection error: 0.009960949420928955 time: 7:22:20.265720
- B/E: 84 / 188 , Gen_loss: -0.35760862 MI_loss: 21.703938 Detection error: 0.009955525398254395 time: 7:22:21.151141
- B/E: 85 / 188 , Gen_loss: -0.36559662 MI_loss: 22.175436 Detection error: 0.009934961795806885 time: 7:22:22.062321
- B/E: 86 / 188 , Gen_loss: -0.3608196 MI_loss: 21.711853 Detection error: 0.009935319423675537 time: 7:22:22.950791
- B/E: 87 / 188 , Gen_loss: -0.35471597 MI_loss: 21.475225 Detection error: 0.009919047355651855 time: 7:22:23.833641
- B/E: 88 / 188 , Gen_loss: -0.35288796 MI_loss: 21.388409 Detection error: 0.009911537170410156 time: 7:22:24.671982
- B/E: 89 / 188 , Gen_loss: -0.3617483 MI_loss: 21.996067 Detection error: 0.009922564029693604 time: 7:22:25.483961
- B/E: 90 / 188 , Gen_loss: -0.35766396 MI_loss: 21.681122 Detection error: 0.009928226470947266 time: 7:22:26.285641
- B/E: 91 / 188 , Gen_loss: -0.35675183 MI_loss: 21.505226 Detection error: 0.009926974773406982 time: 7:22:27.086668
- B/E: 92 / 188 , Gen_loss: -0.35254407 MI_loss: 21.39745 Detection error: 0.00991600751876831 time: 7:22:27.952426
- B/E: 93 / 188 , Gen_loss: -0.35359037 MI_loss: 21.50165 Detection error: 0.009920239448547363 time: 7:22:28.841233
- B/E: 94 / 188 , Gen_loss: -0.35756087 MI_loss: 21.646944 Detection error: 0.009931564331054688 time: 7:22:29.729132
- B/E: 95 / 188 , Gen_loss: -0.3570681 MI_loss: 21.726732 Detection error: 0.009931325912475586 time: 7:22:30.707870
- B/E: 96 / 188 , Gen_loss: -0.3502285 MI_loss: 21.361841 Detection error: 0.009932339191436768 time: 7:22:31.595231
- B/E: 97 / 188 , Gen_loss: -0.35058576 MI_loss: 21.223385 Detection error: 0.009923815727233887 time: 7:22:32.481481
- B/E: 98 / 188 , Gen_loss: -0.36557478 MI_loss: 21.99158 Detection error: 0.009911954402923584 time: 7:22:33.364854
- B/E: 99 / 188 , Gen_loss: -0.35983336 MI_loss: 21.669987 Detection error: 0.009906232357025146 time: 7:22:34.169690
- B/E: 100 / 188 , Gen_loss: -0.36616954 MI_loss: 22.33823 Detection error: 0.009917378425598145 time: 7:22:34.945629
- B/E: 101 / 188 , Gen_loss: -0.35470867 MI_loss: 21.418648 Detection error: 0.009919703006744385 time: 7:22:35.793527
- B/E: 102 / 188 , Gen_loss: -0.36485648 MI_loss: 22.104614 Detection error: 0.009917497634887695 time: 7:22:36.680047
- B/E: 103 / 188 , Gen_loss: -0.3690125 MI_loss: 22.327213 Detection error: 0.00991588830947876 time: 7:22:37.572901
- B/E: 104 / 188 , Gen_loss: -0.35734773 MI_loss: 21.562859 Detection error: 0.009919047355651855 time: 7:22:38.458133
- B/E: 105 / 188 , Gen_loss: -0.3526741 MI_loss: 21.48956 Detection error: 0.00992131233215332 time: 7:22:39.341600
- B/E: 106 / 188 , Gen_loss: -0.35342526 MI_loss: 21.4118 Detection error: 0.009921729564666748 time: 7:22:40.165881
- B/E: 107 / 188 , Gen_loss: -0.36375198 MI_loss: 22.152384 Detection error: 0.00992041826248169 time: 7:22:40.934113
- B/E: 108 / 188 , Gen_loss: -0.3645577 MI_loss: 22.099195 Detection error: 0.009926021099090576 time: 7:22:41.740386
- B/E: 109 / 188 , Gen_loss: -0.35910565 MI_loss: 21.726053 Detection error: 0.009925305843353271 time: 7:22:42.515165
- B/E: 110 / 188 , Gen_loss: -0.36520866 MI_loss: 21.982489 Detection error: 0.009913861751556396 time: 7:22:43.293960
- B/E: 111 / 188 , Gen_loss: -0.35804644 MI_loss: 21.844357 Detection error: 0.0099107027053833 time: 7:22:44.152563
- B/E: 112 / 188 , Gen_loss: -0.36348614 MI_loss: 21.973545 Detection error: 0.009913980960845947 time: 7:22:44.923450
- B/E: 113 / 188 , Gen_loss: -0.36951894 MI_loss: 22.51323 Detection error: 0.009918570518493652 time: 7:22:45.699597
- B/E: 114 / 188 , Gen_loss: -0.35476086 MI_loss: 21.51413 Detection error: 0.009919285774230957 time: 7:22:46.473155
- B/E: 115 / 188 , Gen_loss: -0.36531872 MI_loss: 22.028143 Detection error: 0.009918630123138428 time: 7:22:47.270392
- B/E: 116 / 188 , Gen_loss: -0.35408497 MI_loss: 21.48315 Detection error: 0.009915590286254883 time: 7:22:48.133724
- B/E: 117 / 188 , Gen_loss: -0.36161965 MI_loss: 21.883934 Detection error: 0.00991898775100708 time: 7:22:49.021245
- B/E: 118 / 188 , Gen_loss: -0.35932374 MI_loss: 21.74894 Detection error: 0.009912312030792236 time: 7:22:49.896741
- B/E: 119 / 188 , Gen_loss: -0.36196187 MI_loss: 21.968456 Detection error: 0.009911715984344482 time: 7:22:50.693682
- B/E: 120 / 188 , Gen_loss: -0.3580454 MI_loss: 21.891834 Detection error: 0.009907543659210205 time: 7:22:51.519482
- B/E: 121 / 188 , Gen_loss: -0.35082543 MI_loss: 21.248508 Detection error: 0.009911656379699707 time: 7:22:52.322723
- B/E: 122 / 188 , Gen_loss: -0.36780167 MI_loss: 22.26268 Detection error: 0.009908556938171387 time: 7:22:53.211074
- B/E: 123 / 188 , Gen_loss: -0.3585712 MI_loss: 21.672157 Detection error: 0.009897172451019287 time: 7:22:54.094566
- B/E: 124 / 188 , Gen_loss: -0.3628259 MI_loss: 21.968523 Detection error: 0.009897768497467041 time: 7:22:54.980246
- B/E: 125 / 188 , Gen_loss: -0.3584329 MI_loss: 21.623981 Detection error: 0.00989609956741333 time: 7:22:55.894640
- B/E: 126 / 188 , Gen_loss: -0.3562167 MI_loss: 21.662832 Detection error: 0.009905040264129639 time: 7:22:56.776699
- B/E: 127 / 188 , Gen_loss: -0.36226177 MI_loss: 21.932514 Detection error: 0.009903550148010254 time: 7:22:57.742192
- B/E: 128 / 188 , Gen_loss: -0.36861023 MI_loss: 22.451187 Detection error: 0.009907960891723633 time: 7:22:58.629368
- B/E: 129 / 188 , Gen_loss: -0.3491723 MI_loss: 21.186913 Detection error: 0.009912967681884766 time: 7:22:59.517635
- B/E: 130 / 188 , Gen_loss: -0.36371443 MI_loss: 22.13306 Detection error: 0.009920060634613037 time: 7:23:00.402364
- B/E: 131 / 188 , Gen_loss: -0.3584743 MI_loss: 21.732391 Detection error: 0.009923040866851807 time: 7:23:01.310477
- B/E: 132 / 188 , Gen_loss: -0.3554381 MI_loss: 21.534788 Detection error: 0.009919881820678711 time: 7:23:02.199443
- B/E: 133 / 188 , Gen_loss: -0.36003083 MI_loss: 21.847849 Detection error: 0.009926557540893555 time: 7:23:03.087159
- B/E: 134 / 188 , Gen_loss: -0.35921788 MI_loss: 21.8991 Detection error: 0.00993126630783081 time: 7:23:03.902283
- B/E: 135 / 188 , Gen_loss: -0.37189856 MI_loss: 22.441883 Detection error: 0.009929895401000977 time: 7:23:04.799694
- B/E: 136 / 188 , Gen_loss: -0.3557452 MI_loss: 21.735636 Detection error: 0.009932458400726318 time: 7:23:05.712035
- B/E: 137 / 188 , Gen_loss: -0.35946473 MI_loss: 21.639128 Detection error: 0.009933888912200928 time: 7:23:06.590929
- B/E: 138 / 188 , Gen_loss: -0.35758355 MI_loss: 21.73586 Detection error: 0.009939312934875488 time: 7:23:07.477768
- B/E: 139 / 188 , Gen_loss: -0.36389792 MI_loss: 21.96616 Detection error: 0.009942412376403809 time: 7:23:08.367417
- B/E: 140 / 188 , Gen_loss: -0.36638632 MI_loss: 22.181232 Detection error: 0.009944140911102295 time: 7:23:09.251531
- B/E: 141 / 188 , Gen_loss: -0.36210108 MI_loss: 21.803934 Detection error: 0.009939908981323242 time: 7:23:10.138491
- B/E: 142 / 188 , Gen_loss: -0.36206594 MI_loss: 21.791004 Detection error: 0.009938836097717285 time: 7:23:11.030301
- B/E: 143 / 188 , Gen_loss: -0.3594353 MI_loss: 21.868317 Detection error: 0.009937703609466553 time: 7:23:11.935907
- B/E: 144 / 188 , Gen_loss: -0.3664042 MI_loss: 22.061586 Detection error: 0.009946763515472412 time: 7:23:12.711430
- B/E: 145 / 188 , Gen_loss: -0.36652607 MI_loss: 22.025116 Detection error: 0.009947538375854492 time: 7:23:13.592793
- B/E: 146 / 188 , Gen_loss: -0.36029997 MI_loss: 21.64559 Detection error: 0.00995558500289917 time: 7:23:14.479370
- B/E: 147 / 188 , Gen_loss: -0.36176753 MI_loss: 21.989033 Detection error: 0.0099564790725708 time: 7:23:15.363703
- B/E: 148 / 188 , Gen_loss: -0.3611959 MI_loss: 21.84222 Detection error: 0.009958446025848389 time: 7:23:16.171675
- B/E: 149 / 188 , Gen_loss: -0.36477938 MI_loss: 22.226553 Detection error: 0.009964346885681152 time: 7:23:17.059689
-
- Test Loss: 10.263482 Test Error: 0.010741651058197021
- -----
- EPOCH: 189
- B/E: 0 / 189 , Gen_loss: -0.34997752 MI_loss: 21.132164 Detection error: 0.010656237602233887 time: 7:23:19.012896
- B/E: 1 / 189 , Gen_loss: -0.35984677 MI_loss: 21.647575 Detection error: 0.010406255722045898 time: 7:23:45.303902
- B/E: 2 / 189 , Gen_loss: -0.36150622 MI_loss: 21.862164 Detection error: 0.009812474250793457 time: 7:23:46.228052
- B/E: 3 / 189 , Gen_loss: -0.36142024 MI_loss: 22.095358 Detection error: 0.009851574897766113 time: 7:23:47.122264
- B/E: 4 / 189 , Gen_loss: -0.36467782 MI_loss: 22.20923 Detection error: 0.009850025177001953 time: 7:23:48.010472
- B/E: 5 / 189 , Gen_loss: -0.36106098 MI_loss: 21.962585 Detection error: 0.009854137897491455 time: 7:23:48.999570
- B/E: 6 / 189 , Gen_loss: -0.35477436 MI_loss: 21.50938 Detection error: 0.009874999523162842 time: 7:23:49.883488
- B/E: 7 / 189 , Gen_loss: -0.36101654 MI_loss: 21.846909 Detection error: 0.009949207305908203 time: 7:23:50.767363
- B/E: 8 / 189 , Gen_loss: -0.35752437 MI_loss: 21.569868 Detection error: 0.00984722375869751 time: 7:23:51.660325
- B/E: 9 / 189 , Gen_loss: -0.36683992 MI_loss: 22.325304 Detection error: 0.009871900081634521 time: 7:23:52.551074
- B/E: 10 / 189 , Gen_loss: -0.36405987 MI_loss: 22.096182 Detection error: 0.00985795259475708 time: 7:23:53.436719
- B/E: 11 / 189 , Gen_loss: -0.3651931 MI_loss: 22.075947 Detection error: 0.009856760501861572 time: 7:23:54.329888
- B/E: 12 / 189 , Gen_loss: -0.3575389 MI_loss: 21.806051 Detection error: 0.009975969791412354 time: 7:23:55.273697
- B/E: 13 / 189 , Gen_loss: -0.37081733 MI_loss: 22.478077 Detection error: 0.009957611560821533 time: 7:23:56.159914
- B/E: 14 / 189 , Gen_loss: -0.35192853 MI_loss: 21.327976 Detection error: 0.009927093982696533 time: 7:23:57.043298
- B/E: 15 / 189 , Gen_loss: -0.36137524 MI_loss: 22.15733 Detection error: 0.009931623935699463 time: 7:23:57.958674
- B/E: 16 / 189 , Gen_loss: -0.35969543 MI_loss: 21.712717 Detection error: 0.00992649793624878 time: 7:23:58.847404
- B/E: 17 / 189 , Gen_loss: -0.3515911 MI_loss: 21.234745 Detection error: 0.009873270988464355 time: 7:23:59.731525
- B/E: 18 / 189 , Gen_loss: -0.35461453 MI_loss: 21.495367 Detection error: 0.00985032320022583 time: 7:24:00.616926
- B/E: 19 / 189 , Gen_loss: -0.35605043 MI_loss: 21.756798 Detection error: 0.009867191314697266 time: 7:24:01.497126
- B/E: 20 / 189 , Gen_loss: -0.36029202 MI_loss: 21.836256 Detection error: 0.009885430335998535 time: 7:24:02.484065
- B/E: 21 / 189 , Gen_loss: -0.3578498 MI_loss: 21.53752 Detection error: 0.00986933708190918 time: 7:24:03.378572
- B/E: 22 / 189 , Gen_loss: -0.35776266 MI_loss: 21.58079 Detection error: 0.009845137596130371 time: 7:24:04.263511
- B/E: 23 / 189 , Gen_loss: -0.34951425 MI_loss: 21.125214 Detection error: 0.009867191314697266 time: 7:24:05.143994
- B/E: 24 / 189 , Gen_loss: -0.36968365 MI_loss: 22.261051 Detection error: 0.009856224060058594 time: 7:24:06.032144
- B/E: 25 / 189 , Gen_loss: -0.3622698 MI_loss: 21.938992 Detection error: 0.009879827499389648 time: 7:24:06.917960
- B/E: 26 / 189 , Gen_loss: -0.35221076 MI_loss: 21.363688 Detection error: 0.009929418563842773 time: 7:24:07.798579
- B/E: 27 / 189 , Gen_loss: -0.36115488 MI_loss: 22.065193 Detection error: 0.00993192195892334 time: 7:24:08.678244
- B/E: 28 / 189 , Gen_loss: -0.3543309 MI_loss: 21.490213 Detection error: 0.009945034980773926 time: 7:24:09.572371
- B/E: 29 / 189 , Gen_loss: -0.3514925 MI_loss: 21.444948 Detection error: 0.009965598583221436 time: 7:24:10.462584
- B/E: 30 / 189 , Gen_loss: -0.3511009 MI_loss: 21.276192 Detection error: 0.009920358657836914 time: 7:24:11.360138
- B/E: 31 / 189 , Gen_loss: -0.36258346 MI_loss: 22.00501 Detection error: 0.00990915298461914 time: 7:24:12.267692
- B/E: 32 / 189 , Gen_loss: -0.35270157 MI_loss: 21.309027 Detection error: 0.009907186031341553 time: 7:24:13.165386
- B/E: 33 / 189 , Gen_loss: -0.35909045 MI_loss: 21.76572 Detection error: 0.009890615940093994 time: 7:24:14.049104
- B/E: 34 / 189 , Gen_loss: -0.35840982 MI_loss: 21.754646 Detection error: 0.00989377498626709 time: 7:24:14.938851
- B/E: 35 / 189 , Gen_loss: -0.35370785 MI_loss: 21.269815 Detection error: 0.009878456592559814 time: 7:24:15.822468
- B/E: 36 / 189 , Gen_loss: -0.36293432 MI_loss: 22.01091 Detection error: 0.009884297847747803 time: 7:24:16.778972
- B/E: 37 / 189 , Gen_loss: -0.3589889 MI_loss: 21.853127 Detection error: 0.009881556034088135 time: 7:24:17.657489
- B/E: 38 / 189 , Gen_loss: -0.36509705 MI_loss: 22.17733 Detection error: 0.00990384817123413 time: 7:24:18.560722
- B/E: 39 / 189 , Gen_loss: -0.36930457 MI_loss: 22.21526 Detection error: 0.009881258010864258 time: 7:24:19.372279
- B/E: 40 / 189 , Gen_loss: -0.35444918 MI_loss: 21.50012 Detection error: 0.009882628917694092 time: 7:24:20.164484
- B/E: 41 / 189 , Gen_loss: -0.36477455 MI_loss: 22.25312 Detection error: 0.009894371032714844 time: 7:24:21.062018
- B/E: 42 / 189 , Gen_loss: -0.36849862 MI_loss: 22.266483 Detection error: 0.00987863540649414 time: 7:24:21.955097
- B/E: 43 / 189 , Gen_loss: -0.36065748 MI_loss: 21.811972 Detection error: 0.009875714778900146 time: 7:24:22.834022
- B/E: 44 / 189 , Gen_loss: -0.35705924 MI_loss: 21.817585 Detection error: 0.009902775287628174 time: 7:24:23.717607
- B/E: 45 / 189 , Gen_loss: -0.35934788 MI_loss: 21.751276 Detection error: 0.009896039962768555 time: 7:24:24.601798
- B/E: 46 / 189 , Gen_loss: -0.36255744 MI_loss: 22.028124 Detection error: 0.00990825891494751 time: 7:24:25.481673
- B/E: 47 / 189 , Gen_loss: -0.3608397 MI_loss: 21.963543 Detection error: 0.009902358055114746 time: 7:24:26.366989
- B/E: 48 / 189 , Gen_loss: -0.35818627 MI_loss: 21.857016 Detection error: 0.00991964340209961 time: 7:24:27.253997
- B/E: 49 / 189 , Gen_loss: -0.35587642 MI_loss: 21.530941 Detection error: 0.009929358959197998 time: 7:24:28.140036
- B/E: 50 / 189 , Gen_loss: -0.36858115 MI_loss: 22.250504 Detection error: 0.00992584228515625 time: 7:24:29.021566
- B/E: 51 / 189 , Gen_loss: -0.35749993 MI_loss: 21.668587 Detection error: 0.009944736957550049 time: 7:24:29.901511
- B/E: 52 / 189 , Gen_loss: -0.3625599 MI_loss: 21.833298 Detection error: 0.009941637516021729 time: 7:24:30.902623
- B/E: 53 / 189 , Gen_loss: -0.35919398 MI_loss: 21.64875 Detection error: 0.009958922863006592 time: 7:24:31.787122
- B/E: 54 / 189 , Gen_loss: -0.35703105 MI_loss: 21.675142 Detection error: 0.009954571723937988 time: 7:24:32.668456
- B/E: 55 / 189 , Gen_loss: -0.36115152 MI_loss: 21.957554 Detection error: 0.009943068027496338 time: 7:24:33.552596
- B/E: 56 / 189 , Gen_loss: -0.34754816 MI_loss: 20.94226 Detection error: 0.00991833209991455 time: 7:24:34.438367
- B/E: 57 / 189 , Gen_loss: -0.37268838 MI_loss: 22.676437 Detection error: 0.009924590587615967 time: 7:24:35.320988
- B/E: 58 / 189 , Gen_loss: -0.35436988 MI_loss: 21.366951 Detection error: 0.009914696216583252 time: 7:24:36.199219
- B/E: 59 / 189 , Gen_loss: -0.36256227 MI_loss: 21.97462 Detection error: 0.00993436574935913 time: 7:24:37.082705
- B/E: 60 / 189 , Gen_loss: -0.36607677 MI_loss: 22.078081 Detection error: 0.009922146797180176 time: 7:24:37.970003
- B/E: 61 / 189 , Gen_loss: -0.3545533 MI_loss: 21.45611 Detection error: 0.009932935237884521 time: 7:24:38.855369
- B/E: 62 / 189 , Gen_loss: -0.37207618 MI_loss: 22.53997 Detection error: 0.009946942329406738 time: 7:24:39.738547
- B/E: 63 / 189 , Gen_loss: -0.36407548 MI_loss: 22.16986 Detection error: 0.009943366050720215 time: 7:24:40.561844
- B/E: 64 / 189 , Gen_loss: -0.35365802 MI_loss: 21.6081 Detection error: 0.009928345680236816 time: 7:24:41.451299
- B/E: 65 / 189 , Gen_loss: -0.3636267 MI_loss: 21.897406 Detection error: 0.009936094284057617 time: 7:24:42.335456
- B/E: 66 / 189 , Gen_loss: -0.3509198 MI_loss: 21.281275 Detection error: 0.009934723377227783 time: 7:24:43.224455
- B/E: 67 / 189 , Gen_loss: -0.35817578 MI_loss: 21.675917 Detection error: 0.009928286075592041 time: 7:24:44.113702
- B/E: 68 / 189 , Gen_loss: -0.36101848 MI_loss: 21.936172 Detection error: 0.009930253028869629 time: 7:24:45.085282
- B/E: 69 / 189 , Gen_loss: -0.3568722 MI_loss: 21.632858 Detection error: 0.009942829608917236 time: 7:24:45.986024
- B/E: 70 / 189 , Gen_loss: -0.36008087 MI_loss: 21.917027 Detection error: 0.009931802749633789 time: 7:24:46.872680
- B/E: 71 / 189 , Gen_loss: -0.3506614 MI_loss: 21.16687 Detection error: 0.00993967056274414 time: 7:24:47.772010
- B/E: 72 / 189 , Gen_loss: -0.36755806 MI_loss: 22.17453 Detection error: 0.009927213191986084 time: 7:24:48.662691
- B/E: 73 / 189 , Gen_loss: -0.35383883 MI_loss: 21.51859 Detection error: 0.009926915168762207 time: 7:24:49.551235
- B/E: 74 / 189 , Gen_loss: -0.36024216 MI_loss: 21.824139 Detection error: 0.009928345680236816 time: 7:24:50.437933
- B/E: 75 / 189 , Gen_loss: -0.3466636 MI_loss: 21.014454 Detection error: 0.009924352169036865 time: 7:24:51.331015
- B/E: 76 / 189 , Gen_loss: -0.35746843 MI_loss: 21.698376 Detection error: 0.009924113750457764 time: 7:24:52.255507
- B/E: 77 / 189 , Gen_loss: -0.36593425 MI_loss: 22.1344 Detection error: 0.009919047355651855 time: 7:24:53.141851
- B/E: 78 / 189 , Gen_loss: -0.35484275 MI_loss: 21.536732 Detection error: 0.009918928146362305 time: 7:24:54.025592
- B/E: 79 / 189 , Gen_loss: -0.36139283 MI_loss: 21.721497 Detection error: 0.009925365447998047 time: 7:24:54.912638
- B/E: 80 / 189 , Gen_loss: -0.3540939 MI_loss: 21.484394 Detection error: 0.009935200214385986 time: 7:24:55.800127
- B/E: 81 / 189 , Gen_loss: -0.36273426 MI_loss: 21.881393 Detection error: 0.009931027889251709 time: 7:24:56.682016
- B/E: 82 / 189 , Gen_loss: -0.35369918 MI_loss: 21.525871 Detection error: 0.009929955005645752 time: 7:24:57.586962
- B/E: 83 / 189 , Gen_loss: -0.3568602 MI_loss: 21.53193 Detection error: 0.009935617446899414 time: 7:24:58.476401
- B/E: 84 / 189 , Gen_loss: -0.35420394 MI_loss: 21.517164 Detection error: 0.009928286075592041 time: 7:24:59.459770
- B/E: 85 / 189 , Gen_loss: -0.3484001 MI_loss: 21.122175 Detection error: 0.009909868240356445 time: 7:25:00.350024
- B/E: 86 / 189 , Gen_loss: -0.35916594 MI_loss: 21.65419 Detection error: 0.00990915298461914 time: 7:25:01.181028
- B/E: 87 / 189 , Gen_loss: -0.35355404 MI_loss: 21.40389 Detection error: 0.009891688823699951 time: 7:25:01.957801
- B/E: 88 / 189 , Gen_loss: -0.36201853 MI_loss: 21.937042 Detection error: 0.009884834289550781 time: 7:25:02.731848
- B/E: 89 / 189 , Gen_loss: -0.36343816 MI_loss: 22.062162 Detection error: 0.009897232055664062 time: 7:25:03.548201
- B/E: 90 / 189 , Gen_loss: -0.365413 MI_loss: 22.259815 Detection error: 0.009901106357574463 time: 7:25:04.438869
- B/E: 91 / 189 , Gen_loss: -0.3599505 MI_loss: 21.822897 Detection error: 0.009902536869049072 time: 7:25:05.323796
- B/E: 92 / 189 , Gen_loss: -0.34682792 MI_loss: 20.958853 Detection error: 0.009894490242004395 time: 7:25:06.204526
- B/E: 93 / 189 , Gen_loss: -0.3605103 MI_loss: 21.98468 Detection error: 0.009890973567962646 time: 7:25:07.085226
- B/E: 94 / 189 , Gen_loss: -0.3593817 MI_loss: 21.951933 Detection error: 0.009907901287078857 time: 7:25:07.965890
- B/E: 95 / 189 , Gen_loss: -0.35792115 MI_loss: 21.622429 Detection error: 0.009913742542266846 time: 7:25:08.852513
- B/E: 96 / 189 , Gen_loss: -0.36688855 MI_loss: 22.313814 Detection error: 0.009911715984344482 time: 7:25:09.740775
- B/E: 97 / 189 , Gen_loss: -0.35570604 MI_loss: 21.369255 Detection error: 0.009904026985168457 time: 7:25:10.622243
- B/E: 98 / 189 , Gen_loss: -0.3638844 MI_loss: 21.977901 Detection error: 0.009895503520965576 time: 7:25:11.504562
- B/E: 99 / 189 , Gen_loss: -0.36416852 MI_loss: 21.917286 Detection error: 0.00988781452178955 time: 7:25:12.389055
- B/E: 100 / 189 , Gen_loss: -0.35561413 MI_loss: 21.66829 Detection error: 0.009896636009216309 time: 7:25:13.363949
- B/E: 101 / 189 , Gen_loss: -0.35462773 MI_loss: 21.674019 Detection error: 0.009905040264129639 time: 7:25:14.331567
- B/E: 102 / 189 , Gen_loss: -0.35983494 MI_loss: 21.785847 Detection error: 0.009902000427246094 time: 7:25:15.217271
- B/E: 103 / 189 , Gen_loss: -0.35924464 MI_loss: 21.760883 Detection error: 0.009899616241455078 time: 7:25:16.105412
- B/E: 104 / 189 , Gen_loss: -0.3507243 MI_loss: 21.27779 Detection error: 0.0099029541015625 time: 7:25:16.992345
- B/E: 105 / 189 , Gen_loss: -0.3554902 MI_loss: 21.628748 Detection error: 0.009898602962493896 time: 7:25:17.876021
- B/E: 106 / 189 , Gen_loss: -0.35843778 MI_loss: 21.865982 Detection error: 0.009903013706207275 time: 7:25:18.652658
- B/E: 107 / 189 , Gen_loss: -0.36197537 MI_loss: 21.97819 Detection error: 0.009905695915222168 time: 7:25:19.426466
- B/E: 108 / 189 , Gen_loss: -0.35387972 MI_loss: 21.54237 Detection error: 0.009907424449920654 time: 7:25:20.302203
- B/E: 109 / 189 , Gen_loss: -0.354109 MI_loss: 21.482815 Detection error: 0.00989997386932373 time: 7:25:21.189812
- B/E: 110 / 189 , Gen_loss: -0.3630779 MI_loss: 22.039005 Detection error: 0.009896695613861084 time: 7:25:22.079734
- B/E: 111 / 189 , Gen_loss: -0.35258234 MI_loss: 21.282179 Detection error: 0.009893953800201416 time: 7:25:22.964550
- B/E: 112 / 189 , Gen_loss: -0.35385764 MI_loss: 21.287388 Detection error: 0.009896576404571533 time: 7:25:23.867102
- B/E: 113 / 189 , Gen_loss: -0.35707912 MI_loss: 21.741121 Detection error: 0.00990515947341919 time: 7:25:24.750996
- B/E: 114 / 189 , Gen_loss: -0.35458973 MI_loss: 21.579666 Detection error: 0.009900569915771484 time: 7:25:25.631109
- B/E: 115 / 189 , Gen_loss: -0.36411658 MI_loss: 21.95854 Detection error: 0.00989764928817749 time: 7:25:26.511194
- B/E: 116 / 189 , Gen_loss: -0.36380172 MI_loss: 21.996874 Detection error: 0.009891271591186523 time: 7:25:27.472779
- B/E: 117 / 189 , Gen_loss: -0.34958175 MI_loss: 21.234413 Detection error: 0.009898543357849121 time: 7:25:28.352576
- B/E: 118 / 189 , Gen_loss: -0.35808405 MI_loss: 21.632114 Detection error: 0.009893357753753662 time: 7:25:29.223581
- B/E: 119 / 189 , Gen_loss: -0.36175138 MI_loss: 21.840443 Detection error: 0.009891390800476074 time: 7:25:30.047331
- B/E: 120 / 189 , Gen_loss: -0.36069044 MI_loss: 21.919456 Detection error: 0.009886860847473145 time: 7:25:30.932123
- B/E: 121 / 189 , Gen_loss: -0.36390686 MI_loss: 22.17247 Detection error: 0.009895503520965576 time: 7:25:31.815790
- B/E: 122 / 189 , Gen_loss: -0.36286226 MI_loss: 21.958529 Detection error: 0.009884655475616455 time: 7:25:32.692546
- B/E: 123 / 189 , Gen_loss: -0.34698933 MI_loss: 21.005953 Detection error: 0.009877800941467285 time: 7:25:33.579661
- B/E: 124 / 189 , Gen_loss: -0.35713527 MI_loss: 21.812994 Detection error: 0.00988149642944336 time: 7:25:34.469467
- B/E: 125 / 189 , Gen_loss: -0.3601934 MI_loss: 21.68398 Detection error: 0.009874522686004639 time: 7:25:35.355150
- B/E: 126 / 189 , Gen_loss: -0.3635989 MI_loss: 22.124897 Detection error: 0.009885072708129883 time: 7:25:36.207206
- B/E: 127 / 189 , Gen_loss: -0.3619519 MI_loss: 21.857908 Detection error: 0.009883761405944824 time: 7:25:37.121093
- B/E: 128 / 189 , Gen_loss: -0.35562164 MI_loss: 21.669533 Detection error: 0.009889781475067139 time: 7:25:37.986383
- B/E: 129 / 189 , Gen_loss: -0.36315536 MI_loss: 22.098179 Detection error: 0.009897828102111816 time: 7:25:38.866011
- B/E: 130 / 189 , Gen_loss: -0.35994142 MI_loss: 21.724022 Detection error: 0.009900033473968506 time: 7:25:39.750873
- B/E: 131 / 189 , Gen_loss: -0.36844912 MI_loss: 22.421307 Detection error: 0.009905755519866943 time: 7:25:40.637054
- B/E: 132 / 189 , Gen_loss: -0.3620417 MI_loss: 21.86064 Detection error: 0.009899914264678955 time: 7:25:41.615414
- B/E: 133 / 189 , Gen_loss: -0.37247157 MI_loss: 22.629059 Detection error: 0.009905099868774414 time: 7:25:42.483848
- B/E: 134 / 189 , Gen_loss: -0.34989858 MI_loss: 21.40086 Detection error: 0.009912252426147461 time: 7:25:43.372110
- B/E: 135 / 189 , Gen_loss: -0.3520633 MI_loss: 21.349936 Detection error: 0.009911775588989258 time: 7:25:44.201907
- B/E: 136 / 189 , Gen_loss: -0.35302123 MI_loss: 21.314062 Detection error: 0.00991445779800415 time: 7:25:44.984974
- B/E: 137 / 189 , Gen_loss: -0.35699618 MI_loss: 21.753685 Detection error: 0.009916424751281738 time: 7:25:45.843358
- B/E: 138 / 189 , Gen_loss: -0.36285782 MI_loss: 22.047958 Detection error: 0.009920835494995117 time: 7:25:46.734327
- B/E: 139 / 189 , Gen_loss: -0.35427478 MI_loss: 21.556562 Detection error: 0.009928107261657715 time: 7:25:47.617898
- B/E: 140 / 189 , Gen_loss: -0.35336146 MI_loss: 21.35764 Detection error: 0.009925782680511475 time: 7:25:48.505713
- B/E: 141 / 189 , Gen_loss: -0.36058965 MI_loss: 21.64839 Detection error: 0.00992429256439209 time: 7:25:49.400569
- B/E: 142 / 189 , Gen_loss: -0.3655866 MI_loss: 22.166208 Detection error: 0.009923934936523438 time: 7:25:50.287156
- B/E: 143 / 189 , Gen_loss: -0.3635816 MI_loss: 22.051395 Detection error: 0.009921669960021973 time: 7:25:51.170783
- B/E: 144 / 189 , Gen_loss: -0.35480443 MI_loss: 21.65586 Detection error: 0.00993192195892334 time: 7:25:52.067918
- B/E: 145 / 189 , Gen_loss: -0.35365602 MI_loss: 21.471527 Detection error: 0.009937524795532227 time: 7:25:52.957119
- B/E: 146 / 189 , Gen_loss: -0.34671894 MI_loss: 20.822277 Detection error: 0.009937703609466553 time: 7:25:53.782800
- B/E: 147 / 189 , Gen_loss: -0.36218175 MI_loss: 21.947145 Detection error: 0.009941697120666504 time: 7:25:54.597595
- B/E: 148 / 189 , Gen_loss: -0.3584092 MI_loss: 21.654222 Detection error: 0.009943604469299316 time: 7:25:55.461290
- B/E: 149 / 189 , Gen_loss: -0.35828552 MI_loss: 21.742832 Detection error: 0.009949803352355957 time: 7:25:56.239212
-
- Test Loss: 10.26468 Test Error: 0.01075834035873413
- -----
- EPOCH: 190
- B/E: 0 / 190 , Gen_loss: -0.3566197 MI_loss: 21.692854 Detection error: 0.010531246662139893 time: 7:25:58.076193
- B/E: 1 / 190 , Gen_loss: -0.3456354 MI_loss: 20.785658 Detection error: 0.010359346866607666 time: 7:26:25.064206
- B/E: 2 / 190 , Gen_loss: -0.36516646 MI_loss: 22.053322 Detection error: 0.009802103042602539 time: 7:26:25.980501
- B/E: 3 / 190 , Gen_loss: -0.3591905 MI_loss: 21.775614 Detection error: 0.009703099727630615 time: 7:26:26.810879
- B/E: 4 / 190 , Gen_loss: -0.36846727 MI_loss: 22.415577 Detection error: 0.009806275367736816 time: 7:26:27.640588
- B/E: 5 / 190 , Gen_loss: -0.36143655 MI_loss: 22.001823 Detection error: 0.009812474250793457 time: 7:26:28.512635
- B/E: 6 / 190 , Gen_loss: -0.35721385 MI_loss: 21.73679 Detection error: 0.009879469871520996 time: 7:26:29.396094
- B/E: 7 / 190 , Gen_loss: -0.36520314 MI_loss: 22.118698 Detection error: 0.00995701551437378 time: 7:26:30.292622
- B/E: 8 / 190 , Gen_loss: -0.3560103 MI_loss: 21.487938 Detection error: 0.009888887405395508 time: 7:26:31.177486
- B/E: 9 / 190 , Gen_loss: -0.36305642 MI_loss: 22.083694 Detection error: 0.009806275367736816 time: 7:26:32.056730
- B/E: 10 / 190 , Gen_loss: -0.35947457 MI_loss: 21.814922 Detection error: 0.00985795259475708 time: 7:26:33.037289
- B/E: 11 / 190 , Gen_loss: -0.36367786 MI_loss: 21.972967 Detection error: 0.009914040565490723 time: 7:26:33.922030
- B/E: 12 / 190 , Gen_loss: -0.36521024 MI_loss: 22.110283 Detection error: 0.009995222091674805 time: 7:26:34.807714
- B/E: 13 / 190 , Gen_loss: -0.35431278 MI_loss: 21.511795 Detection error: 0.009982168674468994 time: 7:26:35.696525
- B/E: 14 / 190 , Gen_loss: -0.35582796 MI_loss: 21.563408 Detection error: 0.009952068328857422 time: 7:26:36.598625
- B/E: 15 / 190 , Gen_loss: -0.34951228 MI_loss: 21.228403 Detection error: 0.009949207305908203 time: 7:26:37.485921
- B/E: 16 / 190 , Gen_loss: -0.3586004 MI_loss: 21.608606 Detection error: 0.009913623332977295 time: 7:26:38.371827
- B/E: 17 / 190 , Gen_loss: -0.36349142 MI_loss: 22.039917 Detection error: 0.009909749031066895 time: 7:26:39.258086
- B/E: 18 / 190 , Gen_loss: -0.35502914 MI_loss: 21.463898 Detection error: 0.009863495826721191 time: 7:26:40.141126
- B/E: 19 / 190 , Gen_loss: -0.35822073 MI_loss: 21.879303 Detection error: 0.009870290756225586 time: 7:26:41.028687
- B/E: 20 / 190 , Gen_loss: -0.3524352 MI_loss: 21.388466 Detection error: 0.00988692045211792 time: 7:26:41.917613
- B/E: 21 / 190 , Gen_loss: -0.34136513 MI_loss: 20.7831 Detection error: 0.009889185428619385 time: 7:26:42.797798
- B/E: 22 / 190 , Gen_loss: -0.36670297 MI_loss: 22.27143 Detection error: 0.00988858938217163 time: 7:26:43.685757
- B/E: 23 / 190 , Gen_loss: -0.36416808 MI_loss: 21.82425 Detection error: 0.0098763108253479 time: 7:26:44.602764
- B/E: 24 / 190 , Gen_loss: -0.35794497 MI_loss: 21.584139 Detection error: 0.00986248254776001 time: 7:26:45.489249
- B/E: 25 / 190 , Gen_loss: -0.362273 MI_loss: 21.89428 Detection error: 0.0098954439163208 time: 7:26:46.455324
- B/E: 26 / 190 , Gen_loss: -0.35491914 MI_loss: 21.538921 Detection error: 0.009946763515472412 time: 7:26:47.342430
- B/E: 27 / 190 , Gen_loss: -0.36407274 MI_loss: 22.069702 Detection error: 0.00994420051574707 time: 7:26:48.265399
- B/E: 28 / 190 , Gen_loss: -0.37527952 MI_loss: 22.712902 Detection error: 0.009950459003448486 time: 7:26:49.168460
- B/E: 29 / 190 , Gen_loss: -0.36361873 MI_loss: 22.072994 Detection error: 0.009976029396057129 time: 7:26:50.052988
- B/E: 30 / 190 , Gen_loss: -0.35696834 MI_loss: 21.604935 Detection error: 0.009957671165466309 time: 7:26:50.943556
- B/E: 31 / 190 , Gen_loss: -0.35213706 MI_loss: 21.356188 Detection error: 0.009932637214660645 time: 7:26:51.829122
- B/E: 32 / 190 , Gen_loss: -0.3629278 MI_loss: 21.905285 Detection error: 0.009932756423950195 time: 7:26:52.709525
- B/E: 33 / 190 , Gen_loss: -0.35165706 MI_loss: 21.381248 Detection error: 0.009906232357025146 time: 7:26:53.611856
- B/E: 34 / 190 , Gen_loss: -0.3604206 MI_loss: 21.768803 Detection error: 0.009913384914398193 time: 7:26:54.497271
- B/E: 35 / 190 , Gen_loss: -0.3623565 MI_loss: 21.89855 Detection error: 0.009891510009765625 time: 7:26:55.385004
- B/E: 36 / 190 , Gen_loss: -0.3656933 MI_loss: 22.181513 Detection error: 0.009895265102386475 time: 7:26:56.268203
- B/E: 37 / 190 , Gen_loss: -0.35525832 MI_loss: 21.465113 Detection error: 0.00988239049911499 time: 7:26:57.161153
- B/E: 38 / 190 , Gen_loss: -0.3596705 MI_loss: 21.719967 Detection error: 0.009909451007843018 time: 7:26:58.041631
- B/E: 39 / 190 , Gen_loss: -0.36474425 MI_loss: 22.134403 Detection error: 0.009900808334350586 time: 7:26:58.920433
- B/E: 40 / 190 , Gen_loss: -0.35484877 MI_loss: 21.561073 Detection error: 0.009900927543640137 time: 7:26:59.792995
- B/E: 41 / 190 , Gen_loss: -0.34871086 MI_loss: 21.063862 Detection error: 0.009887635707855225 time: 7:27:00.724476
- B/E: 42 / 190 , Gen_loss: -0.35283077 MI_loss: 21.395475 Detection error: 0.009890973567962646 time: 7:27:01.618669
- B/E: 43 / 190 , Gen_loss: -0.36110893 MI_loss: 21.802614 Detection error: 0.009889185428619385 time: 7:27:02.493124
- B/E: 44 / 190 , Gen_loss: -0.34796315 MI_loss: 21.131796 Detection error: 0.009903490543365479 time: 7:27:03.377419
- B/E: 45 / 190 , Gen_loss: -0.35924503 MI_loss: 21.733137 Detection error: 0.009910345077514648 time: 7:27:04.271442
- B/E: 46 / 190 , Gen_loss: -0.36560807 MI_loss: 22.103441 Detection error: 0.009918212890625 time: 7:27:05.157629
- B/E: 47 / 190 , Gen_loss: -0.36062485 MI_loss: 21.798655 Detection error: 0.009921848773956299 time: 7:27:06.041538
- B/E: 48 / 190 , Gen_loss: -0.35149264 MI_loss: 21.331255 Detection error: 0.009932398796081543 time: 7:27:06.922151
- B/E: 49 / 190 , Gen_loss: -0.35978368 MI_loss: 21.945745 Detection error: 0.009937524795532227 time: 7:27:07.806033
- B/E: 50 / 190 , Gen_loss: -0.3653149 MI_loss: 22.073711 Detection error: 0.009948551654815674 time: 7:27:08.687571
- B/E: 51 / 190 , Gen_loss: -0.3625133 MI_loss: 22.04781 Detection error: 0.009958505630493164 time: 7:27:09.573837
- B/E: 52 / 190 , Gen_loss: -0.36452702 MI_loss: 21.928087 Detection error: 0.009954571723937988 time: 7:27:10.456109
- B/E: 53 / 190 , Gen_loss: -0.36981824 MI_loss: 22.408085 Detection error: 0.009968161582946777 time: 7:27:11.337444
- B/E: 54 / 190 , Gen_loss: -0.353329 MI_loss: 21.48054 Detection error: 0.009967029094696045 time: 7:27:12.277153
- B/E: 55 / 190 , Gen_loss: -0.36264303 MI_loss: 22.053833 Detection error: 0.009953677654266357 time: 7:27:13.160385
- B/E: 56 / 190 , Gen_loss: -0.36301494 MI_loss: 22.054363 Detection error: 0.00993204116821289 time: 7:27:14.030957
- B/E: 57 / 190 , Gen_loss: -0.359135 MI_loss: 21.682253 Detection error: 0.00993049144744873 time: 7:27:15.011982
- B/E: 58 / 190 , Gen_loss: -0.3574331 MI_loss: 21.580063 Detection error: 0.00991368293762207 time: 7:27:15.884757
- B/E: 59 / 190 , Gen_loss: -0.35136253 MI_loss: 21.453224 Detection error: 0.009947419166564941 time: 7:27:16.776055
- B/E: 60 / 190 , Gen_loss: -0.369181 MI_loss: 22.262209 Detection error: 0.009935438632965088 time: 7:27:17.658988
- B/E: 61 / 190 , Gen_loss: -0.35946953 MI_loss: 21.781118 Detection error: 0.009936511516571045 time: 7:27:18.545374
- B/E: 62 / 190 , Gen_loss: -0.3604313 MI_loss: 21.82625 Detection error: 0.009954869747161865 time: 7:27:19.352224
- B/E: 63 / 190 , Gen_loss: -0.3583253 MI_loss: 21.610243 Detection error: 0.009947240352630615 time: 7:27:20.145632
- B/E: 64 / 190 , Gen_loss: -0.36690494 MI_loss: 22.254719 Detection error: 0.009940862655639648 time: 7:27:21.027123
- B/E: 65 / 190 , Gen_loss: -0.3632023 MI_loss: 21.853783 Detection error: 0.009945094585418701 time: 7:27:21.893239
- B/E: 66 / 190 , Gen_loss: -0.35825592 MI_loss: 21.715847 Detection error: 0.009942173957824707 time: 7:27:22.760652
- B/E: 67 / 190 , Gen_loss: -0.37332514 MI_loss: 22.580463 Detection error: 0.009936094284057617 time: 7:27:23.628350
- B/E: 68 / 190 , Gen_loss: -0.35851288 MI_loss: 21.779266 Detection error: 0.00993657112121582 time: 7:27:24.526203
- B/E: 69 / 190 , Gen_loss: -0.36411995 MI_loss: 21.980131 Detection error: 0.009948194026947021 time: 7:27:25.389459
- B/E: 70 / 190 , Gen_loss: -0.36391598 MI_loss: 22.165361 Detection error: 0.00994408130645752 time: 7:27:26.258619
- B/E: 71 / 190 , Gen_loss: -0.3574348 MI_loss: 21.748478 Detection error: 0.009949207305908203 time: 7:27:27.107143
- B/E: 72 / 190 , Gen_loss: -0.36173493 MI_loss: 21.964844 Detection error: 0.009939193725585938 time: 7:27:27.975698
- B/E: 73 / 190 , Gen_loss: -0.34780294 MI_loss: 21.118448 Detection error: 0.009935379028320312 time: 7:27:28.952743
- B/E: 74 / 190 , Gen_loss: -0.36702543 MI_loss: 22.341213 Detection error: 0.009939193725585938 time: 7:27:29.819273
- B/E: 75 / 190 , Gen_loss: -0.36132696 MI_loss: 21.941893 Detection error: 0.009934186935424805 time: 7:27:30.721341
- B/E: 76 / 190 , Gen_loss: -0.35485572 MI_loss: 21.485643 Detection error: 0.009936273097991943 time: 7:27:31.573954
- B/E: 77 / 190 , Gen_loss: -0.36086544 MI_loss: 21.887455 Detection error: 0.009927868843078613 time: 7:27:32.453222
- B/E: 78 / 190 , Gen_loss: -0.36653778 MI_loss: 22.181396 Detection error: 0.009931564331054688 time: 7:27:33.331028
- B/E: 79 / 190 , Gen_loss: -0.36726293 MI_loss: 22.155054 Detection error: 0.009938657283782959 time: 7:27:34.209213
- B/E: 80 / 190 , Gen_loss: -0.35882118 MI_loss: 21.893908 Detection error: 0.00994408130645752 time: 7:27:35.089293
- B/E: 81 / 190 , Gen_loss: -0.35918 MI_loss: 21.74076 Detection error: 0.009941339492797852 time: 7:27:35.955194
- B/E: 82 / 190 , Gen_loss: -0.35447535 MI_loss: 21.413834 Detection error: 0.009941637516021729 time: 7:27:36.836354
- B/E: 83 / 190 , Gen_loss: -0.3645238 MI_loss: 21.926018 Detection error: 0.009941577911376953 time: 7:27:37.724520
- B/E: 84 / 190 , Gen_loss: -0.3563404 MI_loss: 21.659878 Detection error: 0.009945213794708252 time: 7:27:38.615469
- B/E: 85 / 190 , Gen_loss: -0.35911733 MI_loss: 21.711506 Detection error: 0.009920775890350342 time: 7:27:39.501058
- B/E: 86 / 190 , Gen_loss: -0.36708257 MI_loss: 22.203419 Detection error: 0.009921669960021973 time: 7:27:40.420423
- B/E: 87 / 190 , Gen_loss: -0.3567127 MI_loss: 21.487324 Detection error: 0.009906947612762451 time: 7:27:41.408398
- B/E: 88 / 190 , Gen_loss: -0.36290446 MI_loss: 21.94814 Detection error: 0.009898543357849121 time: 7:27:42.309636
- B/E: 89 / 190 , Gen_loss: -0.35823977 MI_loss: 21.761951 Detection error: 0.009905874729156494 time: 7:27:43.344679
- B/E: 90 / 190 , Gen_loss: -0.36020306 MI_loss: 21.79386 Detection error: 0.00990450382232666 time: 7:27:44.294631
- B/E: 91 / 190 , Gen_loss: -0.3557958 MI_loss: 21.687363 Detection error: 0.009913384914398193 time: 7:27:45.185185
- B/E: 92 / 190 , Gen_loss: -0.34562203 MI_loss: 20.949736 Detection error: 0.009899556636810303 time: 7:27:46.082815
- B/E: 93 / 190 , Gen_loss: -0.3583934 MI_loss: 21.675215 Detection error: 0.009902238845825195 time: 7:27:46.985518
- B/E: 94 / 190 , Gen_loss: -0.36311287 MI_loss: 22.193102 Detection error: 0.009913146495819092 time: 7:27:47.927336
- B/E: 95 / 190 , Gen_loss: -0.35444197 MI_loss: 21.517769 Detection error: 0.009920239448547363 time: 7:27:48.815667
- B/E: 96 / 190 , Gen_loss: -0.3527641 MI_loss: 21.137547 Detection error: 0.00991588830947876 time: 7:27:49.716212
- B/E: 97 / 190 , Gen_loss: -0.34674227 MI_loss: 21.039717 Detection error: 0.00991201400756836 time: 7:27:50.570549
- B/E: 98 / 190 , Gen_loss: -0.346582 MI_loss: 21.00534 Detection error: 0.009899318218231201 time: 7:27:51.484829
- B/E: 99 / 190 , Gen_loss: -0.3664111 MI_loss: 22.166658 Detection error: 0.009902477264404297 time: 7:27:52.396472
- B/E: 100 / 190 , Gen_loss: -0.36489427 MI_loss: 22.067019 Detection error: 0.009902238845825195 time: 7:27:53.308778
- B/E: 101 / 190 , Gen_loss: -0.35493642 MI_loss: 21.549082 Detection error: 0.009908676147460938 time: 7:27:54.198882
- B/E: 102 / 190 , Gen_loss: -0.3402374 MI_loss: 20.616457 Detection error: 0.009914159774780273 time: 7:27:55.089977
- B/E: 103 / 190 , Gen_loss: -0.36278808 MI_loss: 21.85954 Detection error: 0.009909272193908691 time: 7:27:55.972811
- B/E: 104 / 190 , Gen_loss: -0.35725316 MI_loss: 21.65538 Detection error: 0.009908616542816162 time: 7:27:56.863670
- B/E: 105 / 190 , Gen_loss: -0.35910746 MI_loss: 21.82463 Detection error: 0.009907424449920654 time: 7:27:57.852513
- B/E: 106 / 190 , Gen_loss: -0.35789216 MI_loss: 21.742489 Detection error: 0.009910941123962402 time: 7:27:58.800236
- B/E: 107 / 190 , Gen_loss: -0.3577336 MI_loss: 21.636887 Detection error: 0.009914040565490723 time: 7:27:59.721213
- B/E: 108 / 190 , Gen_loss: -0.36609498 MI_loss: 22.207983 Detection error: 0.00991743803024292 time: 7:28:00.611082
- B/E: 109 / 190 , Gen_loss: -0.35448825 MI_loss: 21.462326 Detection error: 0.00991731882095337 time: 7:28:01.511628
- B/E: 110 / 190 , Gen_loss: -0.35475582 MI_loss: 21.458813 Detection error: 0.009909629821777344 time: 7:28:02.399877
- B/E: 111 / 190 , Gen_loss: -0.35772997 MI_loss: 21.432737 Detection error: 0.009907901287078857 time: 7:28:03.288804
- B/E: 112 / 190 , Gen_loss: -0.3585699 MI_loss: 21.634405 Detection error: 0.009907066822052002 time: 7:28:04.168376
- B/E: 113 / 190 , Gen_loss: -0.35404915 MI_loss: 21.51763 Detection error: 0.009914755821228027 time: 7:28:05.055727
- B/E: 114 / 190 , Gen_loss: -0.360661 MI_loss: 22.033924 Detection error: 0.009914398193359375 time: 7:28:05.951150
- B/E: 115 / 190 , Gen_loss: -0.36363629 MI_loss: 21.89984 Detection error: 0.009913802146911621 time: 7:28:06.840174
- B/E: 116 / 190 , Gen_loss: -0.35139513 MI_loss: 21.38321 Detection error: 0.009913742542266846 time: 7:28:07.724384
- B/E: 117 / 190 , Gen_loss: -0.35135525 MI_loss: 21.319529 Detection error: 0.009911537170410156 time: 7:28:08.612580
- B/E: 118 / 190 , Gen_loss: -0.35738736 MI_loss: 21.486801 Detection error: 0.009906530380249023 time: 7:28:09.498634
- B/E: 119 / 190 , Gen_loss: -0.34761772 MI_loss: 21.091436 Detection error: 0.009905993938446045 time: 7:28:10.386872
- B/E: 120 / 190 , Gen_loss: -0.35790855 MI_loss: 21.806547 Detection error: 0.009901583194732666 time: 7:28:11.300597
- B/E: 121 / 190 , Gen_loss: -0.3514589 MI_loss: 21.407536 Detection error: 0.009908795356750488 time: 7:28:12.224042
- B/E: 122 / 190 , Gen_loss: -0.36765328 MI_loss: 22.200384 Detection error: 0.009898126125335693 time: 7:28:13.109198
- B/E: 123 / 190 , Gen_loss: -0.36252654 MI_loss: 21.993843 Detection error: 0.009892165660858154 time: 7:28:13.993162
- B/E: 124 / 190 , Gen_loss: -0.35844204 MI_loss: 21.681612 Detection error: 0.009891510009765625 time: 7:28:14.875333
- B/E: 125 / 190 , Gen_loss: -0.36724043 MI_loss: 22.22334 Detection error: 0.009887158870697021 time: 7:28:15.761343
- B/E: 126 / 190 , Gen_loss: -0.3514951 MI_loss: 21.37975 Detection error: 0.0098952054977417 time: 7:28:16.649792
- B/E: 127 / 190 , Gen_loss: -0.36522654 MI_loss: 22.166988 Detection error: 0.009894013404846191 time: 7:28:17.533340
- B/E: 128 / 190 , Gen_loss: -0.35642403 MI_loss: 21.747318 Detection error: 0.009897291660308838 time: 7:28:18.412492
- B/E: 129 / 190 , Gen_loss: -0.36153427 MI_loss: 21.88946 Detection error: 0.009905993938446045 time: 7:28:19.304316
- B/E: 130 / 190 , Gen_loss: -0.35978895 MI_loss: 21.811527 Detection error: 0.009912431240081787 time: 7:28:20.196780
- B/E: 131 / 190 , Gen_loss: -0.3584952 MI_loss: 21.781364 Detection error: 0.009919047355651855 time: 7:28:21.087829
- B/E: 132 / 190 , Gen_loss: -0.35407105 MI_loss: 21.389446 Detection error: 0.009914219379425049 time: 7:28:21.979759
- B/E: 133 / 190 , Gen_loss: -0.3690557 MI_loss: 22.50494 Detection error: 0.009915828704833984 time: 7:28:22.869035
- B/E: 134 / 190 , Gen_loss: -0.3579032 MI_loss: 21.84555 Detection error: 0.009926378726959229 time: 7:28:23.751516
- B/E: 135 / 190 , Gen_loss: -0.35891747 MI_loss: 21.78932 Detection error: 0.009926021099090576 time: 7:28:24.633712
- B/E: 136 / 190 , Gen_loss: -0.35786346 MI_loss: 21.531086 Detection error: 0.009925425052642822 time: 7:28:25.521714
- B/E: 137 / 190 , Gen_loss: -0.35593817 MI_loss: 21.57906 Detection error: 0.009928643703460693 time: 7:28:26.511014
- B/E: 138 / 190 , Gen_loss: -0.3487774 MI_loss: 21.155437 Detection error: 0.00993412733078003 time: 7:28:27.392354
- B/E: 139 / 190 , Gen_loss: -0.35640803 MI_loss: 21.49216 Detection error: 0.009937942028045654 time: 7:28:28.305978
- B/E: 140 / 190 , Gen_loss: -0.35859016 MI_loss: 21.77795 Detection error: 0.009939253330230713 time: 7:28:29.192981
- B/E: 141 / 190 , Gen_loss: -0.3555953 MI_loss: 21.405537 Detection error: 0.009933769702911377 time: 7:28:30.072404
- B/E: 142 / 190 , Gen_loss: -0.35537934 MI_loss: 21.613632 Detection error: 0.009936869144439697 time: 7:28:30.950343
- B/E: 143 / 190 , Gen_loss: -0.36351162 MI_loss: 21.908375 Detection error: 0.009932100772857666 time: 7:28:31.858817
- B/E: 144 / 190 , Gen_loss: -0.35468623 MI_loss: 21.493885 Detection error: 0.009942054748535156 time: 7:28:32.745972
- B/E: 145 / 190 , Gen_loss: -0.35612166 MI_loss: 21.524384 Detection error: 0.00994563102722168 time: 7:28:33.639301
- B/E: 146 / 190 , Gen_loss: -0.36471 MI_loss: 22.011057 Detection error: 0.009950697422027588 time: 7:28:34.532261
- B/E: 147 / 190 , Gen_loss: -0.3650575 MI_loss: 22.006277 Detection error: 0.009951233863830566 time: 7:28:35.419738
- B/E: 148 / 190 , Gen_loss: -0.35899094 MI_loss: 21.723423 Detection error: 0.009951531887054443 time: 7:28:36.289588
- B/E: 149 / 190 , Gen_loss: -0.3634009 MI_loss: 21.96975 Detection error: 0.009959816932678223 time: 7:28:37.080491
-
- Test Loss: 10.260613 Test Error: 0.010733306407928467
- -----
- EPOCH: 191
- B/E: 0 / 191 , Gen_loss: -0.35299858 MI_loss: 21.38322 Detection error: 0.010656237602233887 time: 7:28:38.909394
- B/E: 1 / 191 , Gen_loss: -0.34952703 MI_loss: 21.149149 Detection error: 0.01051563024520874 time: 7:29:05.319350
- B/E: 2 / 191 , Gen_loss: -0.35101798 MI_loss: 21.2167 Detection error: 0.009895861148834229 time: 7:29:06.343394
- B/E: 3 / 191 , Gen_loss: -0.35738996 MI_loss: 21.573172 Detection error: 0.009773433208465576 time: 7:29:07.233725
- B/E: 4 / 191 , Gen_loss: -0.3584641 MI_loss: 21.866358 Detection error: 0.009818732738494873 time: 7:29:08.117857
- B/E: 5 / 191 , Gen_loss: -0.35207218 MI_loss: 21.5299 Detection error: 0.009869813919067383 time: 7:29:08.944102
- B/E: 6 / 191 , Gen_loss: -0.35938582 MI_loss: 21.772015 Detection error: 0.009941935539245605 time: 7:29:09.737773
- B/E: 7 / 191 , Gen_loss: -0.36483812 MI_loss: 22.123363 Detection error: 0.009996116161346436 time: 7:29:10.634469
- B/E: 8 / 191 , Gen_loss: -0.3687722 MI_loss: 22.41973 Detection error: 0.009930551052093506 time: 7:29:11.518795
- B/E: 9 / 191 , Gen_loss: -0.35684156 MI_loss: 21.848808 Detection error: 0.009868741035461426 time: 7:29:12.403276
- B/E: 10 / 191 , Gen_loss: -0.35891944 MI_loss: 21.775608 Detection error: 0.009855091571807861 time: 7:29:13.297810
- B/E: 11 / 191 , Gen_loss: -0.3545172 MI_loss: 21.328888 Detection error: 0.009882807731628418 time: 7:29:14.183145
- B/E: 12 / 191 , Gen_loss: -0.35123768 MI_loss: 21.213083 Detection error: 0.009999990463256836 time: 7:29:15.067821
- B/E: 13 / 191 , Gen_loss: -0.36156696 MI_loss: 21.92611 Detection error: 0.009975433349609375 time: 7:29:15.951695
- B/E: 14 / 191 , Gen_loss: -0.36598083 MI_loss: 22.210342 Detection error: 0.009947896003723145 time: 7:29:16.837328
- B/E: 15 / 191 , Gen_loss: -0.3489146 MI_loss: 21.12402 Detection error: 0.009925782680511475 time: 7:29:17.720339
- B/E: 16 / 191 , Gen_loss: -0.37048844 MI_loss: 22.3368 Detection error: 0.00990074872970581 time: 7:29:18.604866
- B/E: 17 / 191 , Gen_loss: -0.3551917 MI_loss: 21.61781 Detection error: 0.00990450382232666 time: 7:29:19.435798
- B/E: 18 / 191 , Gen_loss: -0.34915155 MI_loss: 21.142757 Detection error: 0.009856879711151123 time: 7:29:20.353176
- B/E: 19 / 191 , Gen_loss: -0.3553397 MI_loss: 21.571737 Detection error: 0.009845316410064697 time: 7:29:21.248956
- B/E: 20 / 191 , Gen_loss: -0.35200965 MI_loss: 21.201744 Detection error: 0.00988394021987915 time: 7:29:22.120306
- B/E: 21 / 191 , Gen_loss: -0.34965664 MI_loss: 21.128002 Detection error: 0.009893476963043213 time: 7:29:22.997769
- B/E: 22 / 191 , Gen_loss: -0.36368215 MI_loss: 22.072235 Detection error: 0.009873628616333008 time: 7:29:23.883281
- B/E: 23 / 191 , Gen_loss: -0.3593564 MI_loss: 21.74525 Detection error: 0.009852886199951172 time: 7:29:24.732491
- B/E: 24 / 191 , Gen_loss: -0.36742374 MI_loss: 22.168514 Detection error: 0.00985252857208252 time: 7:29:25.517537
- B/E: 25 / 191 , Gen_loss: -0.3616987 MI_loss: 21.901396 Detection error: 0.009870171546936035 time: 7:29:26.397278
- B/E: 26 / 191 , Gen_loss: -0.34141582 MI_loss: 20.80592 Detection error: 0.009915530681610107 time: 7:29:27.272111
- B/E: 27 / 191 , Gen_loss: -0.37308842 MI_loss: 22.77308 Detection error: 0.009930789470672607 time: 7:29:28.040169
- B/E: 28 / 191 , Gen_loss: -0.3514814 MI_loss: 21.395702 Detection error: 0.009949326515197754 time: 7:29:28.835447
- B/E: 29 / 191 , Gen_loss: -0.3596748 MI_loss: 21.738846 Detection error: 0.009961485862731934 time: 7:29:29.646873
- B/E: 30 / 191 , Gen_loss: -0.35952914 MI_loss: 21.735271 Detection error: 0.00994861125946045 time: 7:29:30.538656
- B/E: 31 / 191 , Gen_loss: -0.34626356 MI_loss: 21.027649 Detection error: 0.009927749633789062 time: 7:29:31.529014
- B/E: 32 / 191 , Gen_loss: -0.36749297 MI_loss: 22.208351 Detection error: 0.009921371936798096 time: 7:29:32.431194
- B/E: 33 / 191 , Gen_loss: -0.34944588 MI_loss: 21.288002 Detection error: 0.009906232357025146 time: 7:29:33.326747
- B/E: 34 / 191 , Gen_loss: -0.35251492 MI_loss: 21.349258 Detection error: 0.00989997386932373 time: 7:29:34.224209
- B/E: 35 / 191 , Gen_loss: -0.355934 MI_loss: 21.58463 Detection error: 0.00988626480102539 time: 7:29:35.124992
- B/E: 36 / 191 , Gen_loss: -0.35101372 MI_loss: 21.255793 Detection error: 0.009880900382995605 time: 7:29:36.023861
- B/E: 37 / 191 , Gen_loss: -0.35696155 MI_loss: 21.479605 Detection error: 0.009866774082183838 time: 7:29:36.920546
- B/E: 38 / 191 , Gen_loss: -0.35233682 MI_loss: 21.406988 Detection error: 0.009892642498016357 time: 7:29:37.839746
- B/E: 39 / 191 , Gen_loss: -0.3524314 MI_loss: 21.358082 Detection error: 0.00989377498626709 time: 7:29:38.735682
- B/E: 40 / 191 , Gen_loss: -0.34658423 MI_loss: 21.148235 Detection error: 0.009879589080810547 time: 7:29:39.631131
- B/E: 41 / 191 , Gen_loss: -0.37137017 MI_loss: 22.612963 Detection error: 0.009893596172332764 time: 7:29:40.526913
- B/E: 42 / 191 , Gen_loss: -0.35618877 MI_loss: 21.398005 Detection error: 0.009867727756500244 time: 7:29:41.425074
- B/E: 43 / 191 , Gen_loss: -0.3668389 MI_loss: 22.252386 Detection error: 0.009883522987365723 time: 7:29:42.326085
- B/E: 44 / 191 , Gen_loss: -0.3569715 MI_loss: 21.691307 Detection error: 0.00989443063735962 time: 7:29:43.183772
- B/E: 45 / 191 , Gen_loss: -0.36448163 MI_loss: 22.09985 Detection error: 0.009904921054840088 time: 7:29:43.966387
- B/E: 46 / 191 , Gen_loss: -0.36184496 MI_loss: 21.822432 Detection error: 0.009912252426147461 time: 7:29:44.878170
- B/E: 47 / 191 , Gen_loss: -0.35748848 MI_loss: 21.693928 Detection error: 0.00991147756576538 time: 7:29:45.775821
- B/E: 48 / 191 , Gen_loss: -0.36328113 MI_loss: 22.087023 Detection error: 0.009918391704559326 time: 7:29:46.772322
- B/E: 49 / 191 , Gen_loss: -0.35913032 MI_loss: 21.86251 Detection error: 0.009936273097991943 time: 7:29:47.667188
- B/E: 50 / 191 , Gen_loss: -0.36843225 MI_loss: 22.445513 Detection error: 0.009940564632415771 time: 7:29:48.562579
- B/E: 51 / 191 , Gen_loss: -0.3697838 MI_loss: 22.56869 Detection error: 0.00994652509689331 time: 7:29:49.462412
- B/E: 52 / 191 , Gen_loss: -0.36633825 MI_loss: 22.03313 Detection error: 0.009944558143615723 time: 7:29:50.369222
- B/E: 53 / 191 , Gen_loss: -0.3627913 MI_loss: 22.009672 Detection error: 0.009961247444152832 time: 7:29:51.263036
- B/E: 54 / 191 , Gen_loss: -0.34847635 MI_loss: 21.089346 Detection error: 0.00995337963104248 time: 7:29:52.161409
- B/E: 55 / 191 , Gen_loss: -0.35906583 MI_loss: 21.791395 Detection error: 0.009941935539245605 time: 7:29:53.069489
- B/E: 56 / 191 , Gen_loss: -0.36533433 MI_loss: 22.04106 Detection error: 0.0099259614944458 time: 7:29:53.969808
- B/E: 57 / 191 , Gen_loss: -0.36761114 MI_loss: 22.256887 Detection error: 0.009918630123138428 time: 7:29:54.791103
- B/E: 58 / 191 , Gen_loss: -0.34378335 MI_loss: 20.84033 Detection error: 0.009914696216583252 time: 7:29:55.598387
- B/E: 59 / 191 , Gen_loss: -0.35215014 MI_loss: 21.473322 Detection error: 0.00993335247039795 time: 7:29:56.392727
- B/E: 60 / 191 , Gen_loss: -0.36410195 MI_loss: 21.987494 Detection error: 0.009927749633789062 time: 7:29:57.285721
- B/E: 61 / 191 , Gen_loss: -0.34824798 MI_loss: 21.097172 Detection error: 0.009933948516845703 time: 7:29:58.182333
- B/E: 62 / 191 , Gen_loss: -0.34928134 MI_loss: 21.291096 Detection error: 0.009944438934326172 time: 7:29:59.084480
- B/E: 63 / 191 , Gen_loss: -0.35512203 MI_loss: 21.6833 Detection error: 0.009944796562194824 time: 7:30:00.064737
- B/E: 64 / 191 , Gen_loss: -0.35705218 MI_loss: 21.791975 Detection error: 0.009937524795532227 time: 7:30:00.978414
- B/E: 65 / 191 , Gen_loss: -0.36682698 MI_loss: 22.174688 Detection error: 0.009941279888153076 time: 7:30:01.874617
- B/E: 66 / 191 , Gen_loss: -0.35475764 MI_loss: 21.46427 Detection error: 0.009933292865753174 time: 7:30:02.771082
- B/E: 67 / 191 , Gen_loss: -0.37072143 MI_loss: 22.277111 Detection error: 0.009926915168762207 time: 7:30:03.670507
- B/E: 68 / 191 , Gen_loss: -0.36655232 MI_loss: 22.236101 Detection error: 0.009935259819030762 time: 7:30:04.572090
- B/E: 69 / 191 , Gen_loss: -0.34664842 MI_loss: 21.026146 Detection error: 0.00994330644607544 time: 7:30:05.470731
- B/E: 70 / 191 , Gen_loss: -0.36424634 MI_loss: 21.991354 Detection error: 0.009935319423675537 time: 7:30:06.367499
- B/E: 71 / 191 , Gen_loss: -0.34567094 MI_loss: 21.067423 Detection error: 0.009942293167114258 time: 7:30:07.265541
- B/E: 72 / 191 , Gen_loss: -0.36566222 MI_loss: 22.117691 Detection error: 0.009936213493347168 time: 7:30:08.169754
- B/E: 73 / 191 , Gen_loss: -0.34537828 MI_loss: 20.944221 Detection error: 0.009929478168487549 time: 7:30:09.066012
- B/E: 74 / 191 , Gen_loss: -0.35961655 MI_loss: 21.859417 Detection error: 0.009936690330505371 time: 7:30:09.955579
- B/E: 75 / 191 , Gen_loss: -0.344473 MI_loss: 20.768034 Detection error: 0.009921491146087646 time: 7:30:10.864098
- B/E: 76 / 191 , Gen_loss: -0.35056487 MI_loss: 21.266796 Detection error: 0.009925305843353271 time: 7:30:11.740950
- B/E: 77 / 191 , Gen_loss: -0.35962197 MI_loss: 21.724773 Detection error: 0.009921848773956299 time: 7:30:12.627780
- B/E: 78 / 191 , Gen_loss: -0.36600816 MI_loss: 22.10857 Detection error: 0.009920120239257812 time: 7:30:13.526218
- B/E: 79 / 191 , Gen_loss: -0.36606032 MI_loss: 22.224525 Detection error: 0.009935557842254639 time: 7:30:14.506727
- B/E: 80 / 191 , Gen_loss: -0.3484576 MI_loss: 21.227283 Detection error: 0.009946346282958984 time: 7:30:15.409928
- B/E: 81 / 191 , Gen_loss: -0.3704818 MI_loss: 22.423344 Detection error: 0.009935617446899414 time: 7:30:16.329640
- B/E: 82 / 191 , Gen_loss: -0.35322353 MI_loss: 21.459301 Detection error: 0.009936749935150146 time: 7:30:17.233327
- B/E: 83 / 191 , Gen_loss: -0.36437246 MI_loss: 22.027088 Detection error: 0.009940862655639648 time: 7:30:18.131774
- B/E: 84 / 191 , Gen_loss: -0.35758662 MI_loss: 21.756794 Detection error: 0.009936749935150146 time: 7:30:19.031236
- B/E: 85 / 191 , Gen_loss: -0.36582896 MI_loss: 22.136768 Detection error: 0.009915709495544434 time: 7:30:19.936655
- B/E: 86 / 191 , Gen_loss: -0.36285558 MI_loss: 21.910788 Detection error: 0.009916305541992188 time: 7:30:20.838583
- B/E: 87 / 191 , Gen_loss: -0.35940987 MI_loss: 21.895493 Detection error: 0.009906232357025146 time: 7:30:21.737815
- B/E: 88 / 191 , Gen_loss: -0.36118767 MI_loss: 21.9345 Detection error: 0.009896039962768555 time: 7:30:22.628901
- B/E: 89 / 191 , Gen_loss: -0.35462466 MI_loss: 21.551107 Detection error: 0.009906947612762451 time: 7:30:23.494476
- B/E: 90 / 191 , Gen_loss: -0.36923388 MI_loss: 22.404137 Detection error: 0.009907960891723633 time: 7:30:24.297420
- B/E: 91 / 191 , Gen_loss: -0.36093828 MI_loss: 21.789982 Detection error: 0.009914040565490723 time: 7:30:25.085881
- B/E: 92 / 191 , Gen_loss: -0.35008627 MI_loss: 21.160154 Detection error: 0.009901881217956543 time: 7:30:25.882780
- B/E: 93 / 191 , Gen_loss: -0.357007 MI_loss: 21.72689 Detection error: 0.009903907775878906 time: 7:30:26.772933
- B/E: 94 / 191 , Gen_loss: -0.35922128 MI_loss: 21.952972 Detection error: 0.009917080402374268 time: 7:30:27.670020
- B/E: 95 / 191 , Gen_loss: -0.35536966 MI_loss: 21.37934 Detection error: 0.009918928146362305 time: 7:30:28.666683
- B/E: 96 / 191 , Gen_loss: -0.35641253 MI_loss: 21.485765 Detection error: 0.009918153285980225 time: 7:30:29.571257
- B/E: 97 / 191 , Gen_loss: -0.35726792 MI_loss: 21.69253 Detection error: 0.009910047054290771 time: 7:30:30.492751
- B/E: 98 / 191 , Gen_loss: -0.3673577 MI_loss: 22.283321 Detection error: 0.009899616241455078 time: 7:30:31.388796
- B/E: 99 / 191 , Gen_loss: -0.35847276 MI_loss: 21.744804 Detection error: 0.009894073009490967 time: 7:30:32.291826
- B/E: 100 / 191 , Gen_loss: -0.3536818 MI_loss: 21.565735 Detection error: 0.009898185729980469 time: 7:30:33.191506
- B/E: 101 / 191 , Gen_loss: -0.359527 MI_loss: 21.704823 Detection error: 0.009901344776153564 time: 7:30:34.091736
- B/E: 102 / 191 , Gen_loss: -0.35550943 MI_loss: 21.511442 Detection error: 0.009902000427246094 time: 7:30:34.992145
- B/E: 103 / 191 , Gen_loss: -0.36841628 MI_loss: 22.339338 Detection error: 0.009900867938995361 time: 7:30:35.887134
- B/E: 104 / 191 , Gen_loss: -0.3641176 MI_loss: 22.145067 Detection error: 0.009905636310577393 time: 7:30:36.785350
- B/E: 105 / 191 , Gen_loss: -0.3576286 MI_loss: 21.75364 Detection error: 0.00990152359008789 time: 7:30:37.688719
- B/E: 106 / 191 , Gen_loss: -0.3642711 MI_loss: 22.143476 Detection error: 0.009904205799102783 time: 7:30:38.586090
- B/E: 107 / 191 , Gen_loss: -0.36896414 MI_loss: 22.312803 Detection error: 0.009905397891998291 time: 7:30:39.484483
- B/E: 108 / 191 , Gen_loss: -0.36080933 MI_loss: 21.85026 Detection error: 0.009906232357025146 time: 7:30:40.383555
- B/E: 109 / 191 , Gen_loss: -0.36662734 MI_loss: 22.181421 Detection error: 0.009906232357025146 time: 7:30:41.283286
- B/E: 110 / 191 , Gen_loss: -0.35482335 MI_loss: 21.333902 Detection error: 0.009897828102111816 time: 7:30:42.184636
- B/E: 111 / 191 , Gen_loss: -0.36626238 MI_loss: 22.177608 Detection error: 0.009899020195007324 time: 7:30:43.163506
- B/E: 112 / 191 , Gen_loss: -0.35922664 MI_loss: 21.704163 Detection error: 0.009899914264678955 time: 7:30:44.063418
- B/E: 113 / 191 , Gen_loss: -0.3607637 MI_loss: 22.063272 Detection error: 0.009902417659759521 time: 7:30:44.959789
- B/E: 114 / 191 , Gen_loss: -0.35347632 MI_loss: 21.478443 Detection error: 0.009904325008392334 time: 7:30:45.855887
- B/E: 115 / 191 , Gen_loss: -0.3581276 MI_loss: 21.63406 Detection error: 0.009896576404571533 time: 7:30:46.760589
- B/E: 116 / 191 , Gen_loss: -0.36085808 MI_loss: 21.780731 Detection error: 0.009897947311401367 time: 7:30:47.662094
- B/E: 117 / 191 , Gen_loss: -0.35423636 MI_loss: 21.408794 Detection error: 0.009899914264678955 time: 7:30:48.467664
- B/E: 118 / 191 , Gen_loss: -0.36247683 MI_loss: 21.932436 Detection error: 0.009892880916595459 time: 7:30:49.239520
- B/E: 119 / 191 , Gen_loss: -0.35206276 MI_loss: 21.305843 Detection error: 0.009889841079711914 time: 7:30:50.044556
- B/E: 120 / 191 , Gen_loss: -0.35682628 MI_loss: 21.722013 Detection error: 0.009889483451843262 time: 7:30:50.829980
- B/E: 121 / 191 , Gen_loss: -0.35339123 MI_loss: 21.596163 Detection error: 0.009896278381347656 time: 7:30:51.718271
- B/E: 122 / 191 , Gen_loss: -0.36345455 MI_loss: 21.989006 Detection error: 0.009887456893920898 time: 7:30:52.619661
- B/E: 123 / 191 , Gen_loss: -0.35789424 MI_loss: 21.612906 Detection error: 0.009880781173706055 time: 7:30:53.515419
- B/E: 124 / 191 , Gen_loss: -0.36065298 MI_loss: 21.795298 Detection error: 0.009878993034362793 time: 7:30:54.415728
- B/E: 125 / 191 , Gen_loss: -0.35622936 MI_loss: 21.685953 Detection error: 0.0098801851272583 time: 7:30:55.313503
- B/E: 126 / 191 , Gen_loss: -0.35506427 MI_loss: 21.459684 Detection error: 0.00988781452178955 time: 7:30:56.234128
- B/E: 127 / 191 , Gen_loss: -0.3637111 MI_loss: 21.861412 Detection error: 0.009889662265777588 time: 7:30:57.230853
- B/E: 128 / 191 , Gen_loss: -0.34567356 MI_loss: 21.008837 Detection error: 0.009896337985992432 time: 7:30:58.099993
- B/E: 129 / 191 , Gen_loss: -0.3592307 MI_loss: 21.768938 Detection error: 0.00990074872970581 time: 7:30:58.940038
- B/E: 130 / 191 , Gen_loss: -0.36254525 MI_loss: 21.723759 Detection error: 0.009906947612762451 time: 7:30:59.741347
- B/E: 131 / 191 , Gen_loss: -0.3631103 MI_loss: 21.951542 Detection error: 0.009909570217132568 time: 7:31:00.525846
- B/E: 132 / 191 , Gen_loss: -0.3528045 MI_loss: 21.429266 Detection error: 0.009904861450195312 time: 7:31:01.435815
- B/E: 133 / 191 , Gen_loss: -0.3637013 MI_loss: 22.00931 Detection error: 0.009911119937896729 time: 7:31:02.332834
- B/E: 134 / 191 , Gen_loss: -0.35717952 MI_loss: 21.604382 Detection error: 0.009917378425598145 time: 7:31:03.231051
- B/E: 135 / 191 , Gen_loss: -0.35316962 MI_loss: 21.461594 Detection error: 0.009916841983795166 time: 7:31:04.134973
- B/E: 136 / 191 , Gen_loss: -0.36419296 MI_loss: 22.105984 Detection error: 0.009923577308654785 time: 7:31:05.045804
- B/E: 137 / 191 , Gen_loss: -0.3549523 MI_loss: 21.498035 Detection error: 0.009923934936523438 time: 7:31:05.946928
- B/E: 138 / 191 , Gen_loss: -0.35261792 MI_loss: 21.455336 Detection error: 0.009925782680511475 time: 7:31:06.845386
- B/E: 139 / 191 , Gen_loss: -0.3615984 MI_loss: 21.74375 Detection error: 0.009931027889251709 time: 7:31:07.738848
- B/E: 140 / 191 , Gen_loss: -0.3544392 MI_loss: 21.511553 Detection error: 0.009933948516845703 time: 7:31:08.642175
- B/E: 141 / 191 , Gen_loss: -0.3583682 MI_loss: 21.667576 Detection error: 0.009931981563568115 time: 7:31:09.555075
- B/E: 142 / 191 , Gen_loss: -0.35134584 MI_loss: 21.232218 Detection error: 0.009931385517120361 time: 7:31:10.452054
- B/E: 143 / 191 , Gen_loss: -0.374121 MI_loss: 22.65898 Detection error: 0.009928584098815918 time: 7:31:11.438936
- B/E: 144 / 191 , Gen_loss: -0.3529857 MI_loss: 21.33467 Detection error: 0.009938359260559082 time: 7:31:12.333517
- B/E: 145 / 191 , Gen_loss: -0.36080557 MI_loss: 21.831268 Detection error: 0.009944319725036621 time: 7:31:13.228130
- B/E: 146 / 191 , Gen_loss: -0.35943648 MI_loss: 21.645947 Detection error: 0.009941518306732178 time: 7:31:14.124514
- B/E: 147 / 191 , Gen_loss: -0.3536155 MI_loss: 21.438929 Detection error: 0.009946346282958984 time: 7:31:15.018235
- B/E: 148 / 191 , Gen_loss: -0.3560225 MI_loss: 21.577797 Detection error: 0.009947776794433594 time: 7:31:15.911663
- B/E: 149 / 191 , Gen_loss: -0.36275664 MI_loss: 22.198044 Detection error: 0.00995415449142456 time: 7:31:16.807083
-
- Test Loss: 10.252323 Test Error: 0.010741651058197021
- -----
- EPOCH: 192
- B/E: 0 / 192 , Gen_loss: -0.3587924 MI_loss: 21.747389 Detection error: 0.010625004768371582 time: 7:31:18.795048
- B/E: 1 / 192 , Gen_loss: -0.34435305 MI_loss: 20.822966 Detection error: 0.010281264781951904 time: 7:31:46.442376
- B/E: 2 / 192 , Gen_loss: -0.35864383 MI_loss: 21.664494 Detection error: 0.009874999523162842 time: 7:31:47.355847
- B/E: 3 / 192 , Gen_loss: -0.35710785 MI_loss: 21.692863 Detection error: 0.009914040565490723 time: 7:31:48.238773
- B/E: 4 / 192 , Gen_loss: -0.36537144 MI_loss: 22.269577 Detection error: 0.009818732738494873 time: 7:31:49.133026
- B/E: 5 / 192 , Gen_loss: -0.36170945 MI_loss: 22.049479 Detection error: 0.009885430335998535 time: 7:31:50.113344
- B/E: 6 / 192 , Gen_loss: -0.35667157 MI_loss: 21.677597 Detection error: 0.009941935539245605 time: 7:31:50.997924
- B/E: 7 / 192 , Gen_loss: -0.36467484 MI_loss: 22.140778 Detection error: 0.009976565837860107 time: 7:31:51.879737
- B/E: 8 / 192 , Gen_loss: -0.3627985 MI_loss: 21.908241 Detection error: 0.009878456592559814 time: 7:31:52.761344
- B/E: 9 / 192 , Gen_loss: -0.35467717 MI_loss: 21.370094 Detection error: 0.00985938310623169 time: 7:31:53.643916
- B/E: 10 / 192 , Gen_loss: -0.36557683 MI_loss: 22.175877 Detection error: 0.009886384010314941 time: 7:31:54.529481
- B/E: 11 / 192 , Gen_loss: -0.35938472 MI_loss: 21.823677 Detection error: 0.009890615940093994 time: 7:31:55.416593
- B/E: 12 / 192 , Gen_loss: -0.35653204 MI_loss: 21.701641 Detection error: 0.00998079776763916 time: 7:31:56.306719
- B/E: 13 / 192 , Gen_loss: -0.3631791 MI_loss: 21.950161 Detection error: 0.009962081909179688 time: 7:31:57.188105
- B/E: 14 / 192 , Gen_loss: -0.36346164 MI_loss: 21.859873 Detection error: 0.009975016117095947 time: 7:31:58.083619
- B/E: 15 / 192 , Gen_loss: -0.35805148 MI_loss: 21.5262 Detection error: 0.00993359088897705 time: 7:31:58.964094
- B/E: 16 / 192 , Gen_loss: -0.36318225 MI_loss: 21.88084 Detection error: 0.009913623332977295 time: 7:31:59.848361
- B/E: 17 / 192 , Gen_loss: -0.35333008 MI_loss: 21.41273 Detection error: 0.0098801851272583 time: 7:32:00.734580
- B/E: 18 / 192 , Gen_loss: -0.34577313 MI_loss: 21.074062 Detection error: 0.009843766689300537 time: 7:32:01.616826
- B/E: 19 / 192 , Gen_loss: -0.34620366 MI_loss: 20.961245 Detection error: 0.009856224060058594 time: 7:32:02.496226
- B/E: 20 / 192 , Gen_loss: -0.35933343 MI_loss: 21.902718 Detection error: 0.009874999523162842 time: 7:32:03.468500
- B/E: 21 / 192 , Gen_loss: -0.35485274 MI_loss: 21.488766 Detection error: 0.009853720664978027 time: 7:32:04.356478
- B/E: 22 / 192 , Gen_loss: -0.35714358 MI_loss: 21.708809 Detection error: 0.009857356548309326 time: 7:32:05.241724
- B/E: 23 / 192 , Gen_loss: -0.3563035 MI_loss: 21.514992 Detection error: 0.009850263595581055 time: 7:32:06.055121
- B/E: 24 / 192 , Gen_loss: -0.3537941 MI_loss: 21.269299 Detection error: 0.009846270084381104 time: 7:32:06.873249
- B/E: 25 / 192 , Gen_loss: -0.35676536 MI_loss: 21.50502 Detection error: 0.00986778736114502 time: 7:32:07.670261
- B/E: 26 / 192 , Gen_loss: -0.3539606 MI_loss: 21.544216 Detection error: 0.00991201400756836 time: 7:32:08.491935
- B/E: 27 / 192 , Gen_loss: -0.3611075 MI_loss: 21.94566 Detection error: 0.009925246238708496 time: 7:32:09.399031
- B/E: 28 / 192 , Gen_loss: -0.36971116 MI_loss: 22.256874 Detection error: 0.00993424654006958 time: 7:32:10.289917
- B/E: 29 / 192 , Gen_loss: -0.36135215 MI_loss: 21.794603 Detection error: 0.009930193424224854 time: 7:32:11.177295
- B/E: 30 / 192 , Gen_loss: -0.35020566 MI_loss: 21.254322 Detection error: 0.009932458400726318 time: 7:32:12.067667
- B/E: 31 / 192 , Gen_loss: -0.35524136 MI_loss: 21.425434 Detection error: 0.009889662265777588 time: 7:32:12.976566
- B/E: 32 / 192 , Gen_loss: -0.3564538 MI_loss: 21.74395 Detection error: 0.00990527868270874 time: 7:32:13.859446
- B/E: 33 / 192 , Gen_loss: -0.36156762 MI_loss: 21.87605 Detection error: 0.009881436824798584 time: 7:32:14.744708
- B/E: 34 / 192 , Gen_loss: -0.3551563 MI_loss: 21.590609 Detection error: 0.009874999523162842 time: 7:32:15.631852
- B/E: 35 / 192 , Gen_loss: -0.36667517 MI_loss: 22.162884 Detection error: 0.009876728057861328 time: 7:32:16.523693
- B/E: 36 / 192 , Gen_loss: -0.3640349 MI_loss: 21.992565 Detection error: 0.009878396987915039 time: 7:32:17.508914
- B/E: 37 / 192 , Gen_loss: -0.3552362 MI_loss: 21.452507 Detection error: 0.00987333059310913 time: 7:32:18.399369
- B/E: 38 / 192 , Gen_loss: -0.35813347 MI_loss: 21.725618 Detection error: 0.009895026683807373 time: 7:32:19.290056
- B/E: 39 / 192 , Gen_loss: -0.36387277 MI_loss: 21.97458 Detection error: 0.009889841079711914 time: 7:32:20.170975
- B/E: 40 / 192 , Gen_loss: -0.35678783 MI_loss: 21.539455 Detection error: 0.009870409965515137 time: 7:32:21.052542
- B/E: 41 / 192 , Gen_loss: -0.355712 MI_loss: 21.530823 Detection error: 0.00988692045211792 time: 7:32:21.940182
- B/E: 42 / 192 , Gen_loss: -0.35890645 MI_loss: 21.66077 Detection error: 0.009874999523162842 time: 7:32:22.830478
- B/E: 43 / 192 , Gen_loss: -0.3649136 MI_loss: 22.158745 Detection error: 0.009878575801849365 time: 7:32:23.668755
- B/E: 44 / 192 , Gen_loss: -0.361239 MI_loss: 21.831408 Detection error: 0.009890258312225342 time: 7:32:24.557131
- B/E: 45 / 192 , Gen_loss: -0.35988033 MI_loss: 21.83956 Detection error: 0.009891986846923828 time: 7:32:25.446199
- B/E: 46 / 192 , Gen_loss: -0.35625136 MI_loss: 21.628517 Detection error: 0.009897589683532715 time: 7:32:26.335343
- B/E: 47 / 192 , Gen_loss: -0.35644358 MI_loss: 21.494709 Detection error: 0.009896457195281982 time: 7:32:27.219160
- B/E: 48 / 192 , Gen_loss: -0.36012954 MI_loss: 21.84055 Detection error: 0.009904980659484863 time: 7:32:28.112381
- B/E: 49 / 192 , Gen_loss: -0.35679722 MI_loss: 21.645487 Detection error: 0.009920597076416016 time: 7:32:28.997632
- B/E: 50 / 192 , Gen_loss: -0.35601816 MI_loss: 21.638403 Detection error: 0.009923994541168213 time: 7:32:29.880504
- B/E: 51 / 192 , Gen_loss: -0.35359532 MI_loss: 21.413492 Detection error: 0.009937524795532227 time: 7:32:30.763775
- B/E: 52 / 192 , Gen_loss: -0.36668828 MI_loss: 22.169775 Detection error: 0.009938061237335205 time: 7:32:31.730922
- B/E: 53 / 192 , Gen_loss: -0.36761102 MI_loss: 22.267956 Detection error: 0.009953141212463379 time: 7:32:32.570011
- B/E: 54 / 192 , Gen_loss: -0.36340287 MI_loss: 22.025375 Detection error: 0.009955108165740967 time: 7:32:33.363013
- B/E: 55 / 192 , Gen_loss: -0.35789287 MI_loss: 21.76584 Detection error: 0.00993359088897705 time: 7:32:34.183704
- B/E: 56 / 192 , Gen_loss: -0.3639127 MI_loss: 22.001244 Detection error: 0.009917736053466797 time: 7:32:35.094095
- B/E: 57 / 192 , Gen_loss: -0.3650478 MI_loss: 22.188173 Detection error: 0.009916484355926514 time: 7:32:35.974013
- B/E: 58 / 192 , Gen_loss: -0.3541999 MI_loss: 21.504602 Detection error: 0.00990307331085205 time: 7:32:36.859922
- B/E: 59 / 192 , Gen_loss: -0.360585 MI_loss: 21.892265 Detection error: 0.009924471378326416 time: 7:32:37.745138
- B/E: 60 / 192 , Gen_loss: -0.35908678 MI_loss: 21.623137 Detection error: 0.009923160076141357 time: 7:32:38.631750
- B/E: 61 / 192 , Gen_loss: -0.35925174 MI_loss: 21.729872 Detection error: 0.009921371936798096 time: 7:32:39.520291
- B/E: 62 / 192 , Gen_loss: -0.3612388 MI_loss: 22.064322 Detection error: 0.00992804765701294 time: 7:32:40.402004
- B/E: 63 / 192 , Gen_loss: -0.3626069 MI_loss: 22.020266 Detection error: 0.009937524795532227 time: 7:32:41.287032
- B/E: 64 / 192 , Gen_loss: -0.35708183 MI_loss: 21.69676 Detection error: 0.009928345680236816 time: 7:32:42.123635
- B/E: 65 / 192 , Gen_loss: -0.3657856 MI_loss: 22.134321 Detection error: 0.009933710098266602 time: 7:32:42.923811
- B/E: 66 / 192 , Gen_loss: -0.3773049 MI_loss: 22.806385 Detection error: 0.00993192195892334 time: 7:32:43.696305
- B/E: 67 / 192 , Gen_loss: -0.36395106 MI_loss: 22.023857 Detection error: 0.00992649793624878 time: 7:32:44.485353
- B/E: 68 / 192 , Gen_loss: -0.3587586 MI_loss: 21.708565 Detection error: 0.009925246238708496 time: 7:32:45.455792
- B/E: 69 / 192 , Gen_loss: -0.36383677 MI_loss: 22.042292 Detection error: 0.009933948516845703 time: 7:32:46.373511
- B/E: 70 / 192 , Gen_loss: -0.37086907 MI_loss: 22.328806 Detection error: 0.009928286075592041 time: 7:32:47.262802
- B/E: 71 / 192 , Gen_loss: -0.35852107 MI_loss: 21.680002 Detection error: 0.00993490219116211 time: 7:32:48.144473
- B/E: 72 / 192 , Gen_loss: -0.36354956 MI_loss: 22.111 Detection error: 0.009930670261383057 time: 7:32:49.038941
- B/E: 73 / 192 , Gen_loss: -0.36200315 MI_loss: 21.829756 Detection error: 0.00992441177368164 time: 7:32:49.924440
- B/E: 74 / 192 , Gen_loss: -0.36608198 MI_loss: 22.282143 Detection error: 0.009926676750183105 time: 7:32:50.843189
- B/E: 75 / 192 , Gen_loss: -0.34661573 MI_loss: 20.977884 Detection error: 0.009921073913574219 time: 7:32:51.748222
- B/E: 76 / 192 , Gen_loss: -0.35564736 MI_loss: 21.672457 Detection error: 0.009925305843353271 time: 7:32:52.633114
- B/E: 77 / 192 , Gen_loss: -0.3697409 MI_loss: 22.459908 Detection error: 0.009925901889801025 time: 7:32:53.520228
- B/E: 78 / 192 , Gen_loss: -0.36042914 MI_loss: 21.900475 Detection error: 0.00991809368133545 time: 7:32:54.407269
- B/E: 79 / 192 , Gen_loss: -0.35355735 MI_loss: 21.139008 Detection error: 0.009924232959747314 time: 7:32:55.289851
- B/E: 80 / 192 , Gen_loss: -0.353887 MI_loss: 21.312927 Detection error: 0.009935975074768066 time: 7:32:56.172985
- B/E: 81 / 192 , Gen_loss: -0.35432732 MI_loss: 21.442114 Detection error: 0.009930610656738281 time: 7:32:57.059812
- B/E: 82 / 192 , Gen_loss: -0.3590604 MI_loss: 21.849154 Detection error: 0.009927332401275635 time: 7:32:57.947668
- B/E: 83 / 192 , Gen_loss: -0.36758652 MI_loss: 22.24124 Detection error: 0.009923756122589111 time: 7:32:58.833632
- B/E: 84 / 192 , Gen_loss: -0.3545484 MI_loss: 21.572355 Detection error: 0.009925007820129395 time: 7:32:59.820455
- B/E: 85 / 192 , Gen_loss: -0.3508422 MI_loss: 21.069645 Detection error: 0.009904444217681885 time: 7:33:00.707841
- B/E: 86 / 192 , Gen_loss: -0.36525512 MI_loss: 22.091644 Detection error: 0.009905874729156494 time: 7:33:01.594195
- B/E: 87 / 192 , Gen_loss: -0.35413897 MI_loss: 21.497557 Detection error: 0.009891688823699951 time: 7:33:02.473330
- B/E: 88 / 192 , Gen_loss: -0.36265227 MI_loss: 21.87865 Detection error: 0.009879231452941895 time: 7:33:03.355723
- B/E: 89 / 192 , Gen_loss: -0.36834764 MI_loss: 22.446177 Detection error: 0.009890615940093994 time: 7:33:04.251076
- B/E: 90 / 192 , Gen_loss: -0.3624408 MI_loss: 21.930542 Detection error: 0.009889423847198486 time: 7:33:05.144339
- B/E: 91 / 192 , Gen_loss: -0.35681772 MI_loss: 21.605312 Detection error: 0.009895026683807373 time: 7:33:06.032455
- B/E: 92 / 192 , Gen_loss: -0.35338324 MI_loss: 21.390787 Detection error: 0.00988471508026123 time: 7:33:06.842665
- B/E: 93 / 192 , Gen_loss: -0.3573796 MI_loss: 21.77205 Detection error: 0.009882628917694092 time: 7:33:07.623171
- B/E: 94 / 192 , Gen_loss: -0.34992433 MI_loss: 21.31357 Detection error: 0.009890437126159668 time: 7:33:08.460995
- B/E: 95 / 192 , Gen_loss: -0.35932326 MI_loss: 21.837399 Detection error: 0.009896159172058105 time: 7:33:09.244567
- B/E: 96 / 192 , Gen_loss: -0.35345393 MI_loss: 21.421196 Detection error: 0.009896278381347656 time: 7:33:10.020738
- B/E: 97 / 192 , Gen_loss: -0.35645467 MI_loss: 21.614386 Detection error: 0.009889960289001465 time: 7:33:10.800779
- B/E: 98 / 192 , Gen_loss: -0.3600354 MI_loss: 21.812347 Detection error: 0.009872794151306152 time: 7:33:11.668837
- B/E: 99 / 192 , Gen_loss: -0.37044582 MI_loss: 22.429684 Detection error: 0.009877204895019531 time: 7:33:12.556952
- B/E: 100 / 192 , Gen_loss: -0.34936085 MI_loss: 21.1433 Detection error: 0.009872853755950928 time: 7:33:13.532675
- B/E: 101 / 192 , Gen_loss: -0.35715494 MI_loss: 21.7318 Detection error: 0.009884178638458252 time: 7:33:14.421008
- B/E: 102 / 192 , Gen_loss: -0.35497034 MI_loss: 21.644278 Detection error: 0.009878039360046387 time: 7:33:15.304705
- B/E: 103 / 192 , Gen_loss: -0.36100075 MI_loss: 21.99612 Detection error: 0.00988072156906128 time: 7:33:16.195181
- B/E: 104 / 192 , Gen_loss: -0.3505738 MI_loss: 21.200518 Detection error: 0.009882152080535889 time: 7:33:17.080193
- B/E: 105 / 192 , Gen_loss: -0.35853332 MI_loss: 21.960873 Detection error: 0.009884417057037354 time: 7:33:17.963111
- B/E: 106 / 192 , Gen_loss: -0.36631587 MI_loss: 22.195307 Detection error: 0.009884655475616455 time: 7:33:18.845723
- B/E: 107 / 192 , Gen_loss: -0.34897414 MI_loss: 21.145817 Detection error: 0.009885966777801514 time: 7:33:19.753713
- B/E: 108 / 192 , Gen_loss: -0.35112643 MI_loss: 21.138939 Detection error: 0.009891033172607422 time: 7:33:20.636749
- B/E: 109 / 192 , Gen_loss: -0.35899374 MI_loss: 21.696262 Detection error: 0.009889185428619385 time: 7:33:21.515143
- B/E: 110 / 192 , Gen_loss: -0.35765663 MI_loss: 21.56422 Detection error: 0.00988149642944336 time: 7:33:22.400081
- B/E: 111 / 192 , Gen_loss: -0.37369192 MI_loss: 22.542385 Detection error: 0.009877502918243408 time: 7:33:23.201711
- B/E: 112 / 192 , Gen_loss: -0.36322486 MI_loss: 21.900246 Detection error: 0.009882450103759766 time: 7:33:24.009817
- B/E: 113 / 192 , Gen_loss: -0.36315513 MI_loss: 22.086899 Detection error: 0.00988459587097168 time: 7:33:24.783616
- B/E: 114 / 192 , Gen_loss: -0.3572798 MI_loss: 21.754782 Detection error: 0.009885072708129883 time: 7:33:25.754135
- B/E: 115 / 192 , Gen_loss: -0.36545527 MI_loss: 21.997667 Detection error: 0.009882569313049316 time: 7:33:26.645913
- B/E: 116 / 192 , Gen_loss: -0.36633337 MI_loss: 22.15377 Detection error: 0.009883284568786621 time: 7:33:27.605274
- B/E: 117 / 192 , Gen_loss: -0.35822165 MI_loss: 21.725061 Detection error: 0.009885847568511963 time: 7:33:28.490184
- B/E: 118 / 192 , Gen_loss: -0.35014954 MI_loss: 21.323185 Detection error: 0.009879469871520996 time: 7:33:29.374651
- B/E: 119 / 192 , Gen_loss: -0.3585379 MI_loss: 21.578007 Detection error: 0.009880483150482178 time: 7:33:30.257488
- B/E: 120 / 192 , Gen_loss: -0.3557021 MI_loss: 21.479874 Detection error: 0.00987708568572998 time: 7:33:31.159473
- B/E: 121 / 192 , Gen_loss: -0.35404453 MI_loss: 21.466825 Detection error: 0.009884238243103027 time: 7:33:32.044056
- B/E: 122 / 192 , Gen_loss: -0.36377844 MI_loss: 22.072462 Detection error: 0.00987929105758667 time: 7:33:32.930691
- B/E: 123 / 192 , Gen_loss: -0.35756856 MI_loss: 21.764006 Detection error: 0.009871482849121094 time: 7:33:33.812022
- B/E: 124 / 192 , Gen_loss: -0.35910627 MI_loss: 21.610214 Detection error: 0.00987023115158081 time: 7:33:34.693041
- B/E: 125 / 192 , Gen_loss: -0.36350766 MI_loss: 22.149672 Detection error: 0.009870767593383789 time: 7:33:35.575466
- B/E: 126 / 192 , Gen_loss: -0.3598361 MI_loss: 21.806068 Detection error: 0.00987696647644043 time: 7:33:36.416134
- B/E: 127 / 192 , Gen_loss: -0.36502314 MI_loss: 21.99315 Detection error: 0.00987917184829712 time: 7:33:37.309129
- B/E: 128 / 192 , Gen_loss: -0.3572373 MI_loss: 21.532448 Detection error: 0.00988006591796875 time: 7:33:38.188674
- B/E: 129 / 192 , Gen_loss: -0.35565186 MI_loss: 21.635008 Detection error: 0.00988703966140747 time: 7:33:39.077827
- B/E: 130 / 192 , Gen_loss: -0.35914236 MI_loss: 21.730288 Detection error: 0.00989598035812378 time: 7:33:39.964872
- B/E: 131 / 192 , Gen_loss: -0.36084354 MI_loss: 21.960215 Detection error: 0.00989842414855957 time: 7:33:40.849475
- B/E: 132 / 192 , Gen_loss: -0.3609746 MI_loss: 21.806322 Detection error: 0.009896159172058105 time: 7:33:41.828842
- B/E: 133 / 192 , Gen_loss: -0.3527411 MI_loss: 21.288603 Detection error: 0.009900391101837158 time: 7:33:42.718582
- B/E: 134 / 192 , Gen_loss: -0.3473846 MI_loss: 21.17724 Detection error: 0.00990903377532959 time: 7:33:43.589978
- B/E: 135 / 192 , Gen_loss: -0.35936058 MI_loss: 21.824099 Detection error: 0.009907186031341553 time: 7:33:44.473664
- B/E: 136 / 192 , Gen_loss: -0.35983396 MI_loss: 21.824266 Detection error: 0.009910106658935547 time: 7:33:45.356724
- B/E: 137 / 192 , Gen_loss: -0.36050436 MI_loss: 21.845331 Detection error: 0.009909391403198242 time: 7:33:46.253358
- B/E: 138 / 192 , Gen_loss: -0.36036268 MI_loss: 21.843084 Detection error: 0.009915471076965332 time: 7:33:47.143875
- B/E: 139 / 192 , Gen_loss: -0.35603938 MI_loss: 21.501806 Detection error: 0.00991833209991455 time: 7:33:48.054418
- B/E: 140 / 192 , Gen_loss: -0.35285345 MI_loss: 21.54148 Detection error: 0.009921073913574219 time: 7:33:48.956775
- B/E: 141 / 192 , Gen_loss: -0.35817426 MI_loss: 21.485756 Detection error: 0.009918153285980225 time: 7:33:49.853219
- B/E: 142 / 192 , Gen_loss: -0.3635501 MI_loss: 21.975727 Detection error: 0.009916305541992188 time: 7:33:50.749636
- B/E: 143 / 192 , Gen_loss: -0.3637174 MI_loss: 21.9864 Detection error: 0.009915351867675781 time: 7:33:51.646667
- B/E: 144 / 192 , Gen_loss: -0.35904074 MI_loss: 21.677103 Detection error: 0.00992673635482788 time: 7:33:52.531711
- B/E: 145 / 192 , Gen_loss: -0.35544777 MI_loss: 21.608757 Detection error: 0.009930670261383057 time: 7:33:53.417563
- B/E: 146 / 192 , Gen_loss: -0.35795185 MI_loss: 21.687683 Detection error: 0.009933650493621826 time: 7:33:54.300420
- B/E: 147 / 192 , Gen_loss: -0.3592117 MI_loss: 21.833054 Detection error: 0.009935379028320312 time: 7:33:55.195081
- B/E: 148 / 192 , Gen_loss: -0.3682095 MI_loss: 22.269722 Detection error: 0.009940624237060547 time: 7:33:56.163287
- B/E: 149 / 192 , Gen_loss: -0.35359982 MI_loss: 21.403418 Detection error: 0.009946882724761963 time: 7:33:57.045677
-
- Test Loss: 10.259447 Test Error: 0.010766685009002686
- -----
- EPOCH: 193
- B/E: 0 / 193 , Gen_loss: -0.34377474 MI_loss: 20.805792 Detection error: 0.010593771934509277 time: 7:33:58.952638
- B/E: 1 / 193 , Gen_loss: -0.34123755 MI_loss: 20.736948 Detection error: 0.010343730449676514 time: 7:34:28.207051
- B/E: 2 / 193 , Gen_loss: -0.35411096 MI_loss: 21.299404 Detection error: 0.009750008583068848 time: 7:34:29.126219
- B/E: 3 / 193 , Gen_loss: -0.36522126 MI_loss: 22.176247 Detection error: 0.009882807731628418 time: 7:34:30.021222
- B/E: 4 / 193 , Gen_loss: -0.3608839 MI_loss: 21.802204 Detection error: 0.009750008583068848 time: 7:34:30.916973
- B/E: 5 / 193 , Gen_loss: -0.36649778 MI_loss: 22.463707 Detection error: 0.009848952293395996 time: 7:34:31.807309
- B/E: 6 / 193 , Gen_loss: -0.36000198 MI_loss: 21.911194 Detection error: 0.009955346584320068 time: 7:34:32.692774
- B/E: 7 / 193 , Gen_loss: -0.36153713 MI_loss: 21.82854 Detection error: 0.009968757629394531 time: 7:34:33.579960
- B/E: 8 / 193 , Gen_loss: -0.35839584 MI_loss: 21.806906 Detection error: 0.009899318218231201 time: 7:34:34.468263
- B/E: 9 / 193 , Gen_loss: -0.36416084 MI_loss: 22.154993 Detection error: 0.009856224060058594 time: 7:34:35.286332
- B/E: 10 / 193 , Gen_loss: -0.36021292 MI_loss: 21.763939 Detection error: 0.009843766689300537 time: 7:34:36.170366
- B/E: 11 / 193 , Gen_loss: -0.36286512 MI_loss: 21.978233 Detection error: 0.009867191314697266 time: 7:34:36.975951
- B/E: 12 / 193 , Gen_loss: -0.3568582 MI_loss: 21.621668 Detection error: 0.009983181953430176 time: 7:34:37.808019
- B/E: 13 / 193 , Gen_loss: -0.3676351 MI_loss: 22.215345 Detection error: 0.009997785091400146 time: 7:34:38.686043
- B/E: 14 / 193 , Gen_loss: -0.3694263 MI_loss: 22.411816 Detection error: 0.009949982166290283 time: 7:34:39.574218
- B/E: 15 / 193 , Gen_loss: -0.35925826 MI_loss: 21.829899 Detection error: 0.009955048561096191 time: 7:34:40.456699
- B/E: 16 / 193 , Gen_loss: -0.36417904 MI_loss: 21.90489 Detection error: 0.009937524795532227 time: 7:34:41.316154
- B/E: 17 / 193 , Gen_loss: -0.36155805 MI_loss: 21.957314 Detection error: 0.009920120239257812 time: 7:34:42.240599
- B/E: 18 / 193 , Gen_loss: -0.35087305 MI_loss: 21.29855 Detection error: 0.009870052337646484 time: 7:34:43.127168
- B/E: 19 / 193 , Gen_loss: -0.35671717 MI_loss: 21.59084 Detection error: 0.009868741035461426 time: 7:34:44.013440
- B/E: 20 / 193 , Gen_loss: -0.35373583 MI_loss: 21.51496 Detection error: 0.009907722473144531 time: 7:34:44.898490
- B/E: 21 / 193 , Gen_loss: -0.3666348 MI_loss: 22.206518 Detection error: 0.00987929105758667 time: 7:34:45.713642
- B/E: 22 / 193 , Gen_loss: -0.36882368 MI_loss: 22.35129 Detection error: 0.009884536266326904 time: 7:34:46.554068
- B/E: 23 / 193 , Gen_loss: -0.3609965 MI_loss: 21.781761 Detection error: 0.009885430335998535 time: 7:34:47.353686
- B/E: 24 / 193 , Gen_loss: -0.3607714 MI_loss: 21.810574 Detection error: 0.009868741035461426 time: 7:34:48.160235
- B/E: 25 / 193 , Gen_loss: -0.35147256 MI_loss: 21.284716 Detection error: 0.009883403778076172 time: 7:34:49.025781
- B/E: 26 / 193 , Gen_loss: -0.35207152 MI_loss: 21.51202 Detection error: 0.009942114353179932 time: 7:34:49.803521
- B/E: 27 / 193 , Gen_loss: -0.3631241 MI_loss: 22.321156 Detection error: 0.00994640588760376 time: 7:34:50.582552
- B/E: 28 / 193 , Gen_loss: -0.3731525 MI_loss: 22.665825 Detection error: 0.009941816329956055 time: 7:34:51.358625
- B/E: 29 / 193 , Gen_loss: -0.35875604 MI_loss: 21.925547 Detection error: 0.009967684745788574 time: 7:34:52.135781
- B/E: 30 / 193 , Gen_loss: -0.356099 MI_loss: 21.615858 Detection error: 0.009935498237609863 time: 7:34:52.912106
- B/E: 31 / 193 , Gen_loss: -0.35610563 MI_loss: 21.631516 Detection error: 0.009923815727233887 time: 7:34:53.682260
- B/E: 32 / 193 , Gen_loss: -0.36111024 MI_loss: 21.921497 Detection error: 0.009929895401000977 time: 7:34:54.456778
- B/E: 33 / 193 , Gen_loss: -0.35156375 MI_loss: 21.335249 Detection error: 0.00990438461303711 time: 7:34:55.236849
- B/E: 34 / 193 , Gen_loss: -0.35243306 MI_loss: 21.403542 Detection error: 0.009901762008666992 time: 7:34:56.014198
- B/E: 35 / 193 , Gen_loss: -0.36409396 MI_loss: 22.031973 Detection error: 0.009889781475067139 time: 7:34:56.811619
- B/E: 36 / 193 , Gen_loss: -0.3575641 MI_loss: 21.585196 Detection error: 0.009891867637634277 time: 7:34:57.587187
- B/E: 37 / 193 , Gen_loss: -0.36100578 MI_loss: 21.890593 Detection error: 0.009895563125610352 time: 7:34:58.380672
- B/E: 38 / 193 , Gen_loss: -0.36482483 MI_loss: 21.99538 Detection error: 0.009907841682434082 time: 7:34:59.159925
- B/E: 39 / 193 , Gen_loss: -0.3709022 MI_loss: 22.37196 Detection error: 0.009910166263580322 time: 7:34:59.956486
- B/E: 40 / 193 , Gen_loss: -0.36190426 MI_loss: 21.804789 Detection error: 0.009894073009490967 time: 7:35:00.783174
- B/E: 41 / 193 , Gen_loss: -0.35750034 MI_loss: 21.664177 Detection error: 0.009901762008666992 time: 7:35:01.743497
- B/E: 42 / 193 , Gen_loss: -0.36714587 MI_loss: 22.184826 Detection error: 0.009886622428894043 time: 7:35:02.603030
- B/E: 43 / 193 , Gen_loss: -0.36756608 MI_loss: 22.367657 Detection error: 0.0098799467086792 time: 7:35:03.377432
- B/E: 44 / 193 , Gen_loss: -0.35250312 MI_loss: 21.222822 Detection error: 0.009897232055664062 time: 7:35:04.181133
- B/E: 45 / 193 , Gen_loss: -0.35079136 MI_loss: 21.246153 Detection error: 0.00990283489227295 time: 7:35:04.967758
- B/E: 46 / 193 , Gen_loss: -0.3545806 MI_loss: 21.46902 Detection error: 0.009912252426147461 time: 7:35:05.746433
- B/E: 47 / 193 , Gen_loss: -0.35492733 MI_loss: 21.384916 Detection error: 0.009918630123138428 time: 7:35:06.531625
- B/E: 48 / 193 , Gen_loss: -0.3578034 MI_loss: 21.665089 Detection error: 0.009916424751281738 time: 7:35:07.408704
- B/E: 49 / 193 , Gen_loss: -0.35466108 MI_loss: 21.629116 Detection error: 0.009936869144439697 time: 7:35:08.292913
- B/E: 50 / 193 , Gen_loss: -0.36361378 MI_loss: 22.006489 Detection error: 0.009942412376403809 time: 7:35:09.176526
- B/E: 51 / 193 , Gen_loss: -0.36203325 MI_loss: 21.988276 Detection error: 0.00994652509689331 time: 7:35:10.067938
- B/E: 52 / 193 , Gen_loss: -0.36386338 MI_loss: 21.947744 Detection error: 0.009949862957000732 time: 7:35:10.959085
- B/E: 53 / 193 , Gen_loss: -0.36208606 MI_loss: 21.807499 Detection error: 0.009962975978851318 time: 7:35:11.846737
- B/E: 54 / 193 , Gen_loss: -0.36195987 MI_loss: 21.849747 Detection error: 0.009963631629943848 time: 7:35:12.730280
- B/E: 55 / 193 , Gen_loss: -0.36619434 MI_loss: 22.096613 Detection error: 0.009947001934051514 time: 7:35:13.625574
- B/E: 56 / 193 , Gen_loss: -0.35842943 MI_loss: 21.671478 Detection error: 0.009938597679138184 time: 7:35:14.515025
- B/E: 57 / 193 , Gen_loss: -0.3708518 MI_loss: 22.502209 Detection error: 0.009934782981872559 time: 7:35:15.484126
- B/E: 58 / 193 , Gen_loss: -0.3554019 MI_loss: 21.581984 Detection error: 0.009925305843353271 time: 7:35:16.373931
- B/E: 59 / 193 , Gen_loss: -0.3661716 MI_loss: 22.214903 Detection error: 0.009947419166564941 time: 7:35:17.269674
- B/E: 60 / 193 , Gen_loss: -0.36364943 MI_loss: 21.944357 Detection error: 0.009935438632965088 time: 7:35:18.158174
- B/E: 61 / 193 , Gen_loss: -0.36380997 MI_loss: 22.051811 Detection error: 0.009940028190612793 time: 7:35:19.048659
- B/E: 62 / 193 , Gen_loss: -0.35654652 MI_loss: 21.654274 Detection error: 0.009948432445526123 time: 7:35:19.940857
- B/E: 63 / 193 , Gen_loss: -0.36116117 MI_loss: 22.027996 Detection error: 0.009950220584869385 time: 7:35:20.834423
- B/E: 64 / 193 , Gen_loss: -0.3587234 MI_loss: 21.811987 Detection error: 0.009942770004272461 time: 7:35:21.773392
- B/E: 65 / 193 , Gen_loss: -0.3582309 MI_loss: 21.65575 Detection error: 0.009944140911102295 time: 7:35:22.693584
- B/E: 66 / 193 , Gen_loss: -0.36416635 MI_loss: 22.285213 Detection error: 0.00995105504989624 time: 7:35:23.577714
- B/E: 67 / 193 , Gen_loss: -0.36925372 MI_loss: 22.390236 Detection error: 0.009932875633239746 time: 7:35:24.462465
- B/E: 68 / 193 , Gen_loss: -0.36407858 MI_loss: 22.182833 Detection error: 0.00994563102722168 time: 7:35:25.350629
- B/E: 69 / 193 , Gen_loss: -0.35768825 MI_loss: 21.57148 Detection error: 0.009949564933776855 time: 7:35:26.235304
- B/E: 70 / 193 , Gen_loss: -0.36985612 MI_loss: 22.387749 Detection error: 0.00994187593460083 time: 7:35:27.119292
- B/E: 71 / 193 , Gen_loss: -0.35216168 MI_loss: 21.336704 Detection error: 0.009947896003723145 time: 7:35:28.026066
- B/E: 72 / 193 , Gen_loss: -0.35310262 MI_loss: 21.381535 Detection error: 0.009943068027496338 time: 7:35:28.912124
- B/E: 73 / 193 , Gen_loss: -0.36556244 MI_loss: 22.153385 Detection error: 0.009939193725585938 time: 7:35:29.889519
- B/E: 74 / 193 , Gen_loss: -0.36632502 MI_loss: 22.343145 Detection error: 0.009936273097991943 time: 7:35:30.770071
- B/E: 75 / 193 , Gen_loss: -0.35350806 MI_loss: 21.509258 Detection error: 0.009932160377502441 time: 7:35:31.653469
- B/E: 76 / 193 , Gen_loss: -0.35302982 MI_loss: 21.481976 Detection error: 0.009933412075042725 time: 7:35:32.549170
- B/E: 77 / 193 , Gen_loss: -0.34751558 MI_loss: 21.007633 Detection error: 0.009923458099365234 time: 7:35:33.433204
- B/E: 78 / 193 , Gen_loss: -0.3605207 MI_loss: 21.787975 Detection error: 0.0099220871925354 time: 7:35:34.317014
- B/E: 79 / 193 , Gen_loss: -0.3569408 MI_loss: 21.667292 Detection error: 0.009936690330505371 time: 7:35:35.201563
- B/E: 80 / 193 , Gen_loss: -0.36655545 MI_loss: 22.032768 Detection error: 0.009937524795532227 time: 7:35:36.085811
- B/E: 81 / 193 , Gen_loss: -0.3558217 MI_loss: 21.552153 Detection error: 0.009933710098266602 time: 7:35:36.965351
- B/E: 82 / 193 , Gen_loss: -0.35835284 MI_loss: 21.765717 Detection error: 0.009937524795532227 time: 7:35:37.847322
- B/E: 83 / 193 , Gen_loss: -0.3547981 MI_loss: 21.451584 Detection error: 0.009937107563018799 time: 7:35:38.732666
- B/E: 84 / 193 , Gen_loss: -0.3613636 MI_loss: 22.021631 Detection error: 0.009937882423400879 time: 7:35:39.640892
- B/E: 85 / 193 , Gen_loss: -0.35000953 MI_loss: 20.981531 Detection error: 0.009911715984344482 time: 7:35:40.524184
- B/E: 86 / 193 , Gen_loss: -0.36578253 MI_loss: 22.149513 Detection error: 0.00990915298461914 time: 7:35:41.407359
- B/E: 87 / 193 , Gen_loss: -0.34547946 MI_loss: 20.861443 Detection error: 0.009895265102386475 time: 7:35:42.288381
- B/E: 88 / 193 , Gen_loss: -0.36186415 MI_loss: 21.861458 Detection error: 0.009885907173156738 time: 7:35:43.171660
- B/E: 89 / 193 , Gen_loss: -0.3590811 MI_loss: 21.810757 Detection error: 0.00989687442779541 time: 7:35:44.138708
- B/E: 90 / 193 , Gen_loss: -0.35833725 MI_loss: 21.69823 Detection error: 0.009897291660308838 time: 7:35:45.024157
- B/E: 91 / 193 , Gen_loss: -0.36172462 MI_loss: 22.06349 Detection error: 0.009907245635986328 time: 7:35:45.907786
- B/E: 92 / 193 , Gen_loss: -0.35981706 MI_loss: 21.84227 Detection error: 0.00989145040512085 time: 7:35:46.791987
- B/E: 93 / 193 , Gen_loss: -0.35816902 MI_loss: 21.867573 Detection error: 0.009894311428070068 time: 7:35:47.675769
- B/E: 94 / 193 , Gen_loss: -0.34873566 MI_loss: 21.184673 Detection error: 0.009909212589263916 time: 7:35:48.558884
- B/E: 95 / 193 , Gen_loss: -0.34745553 MI_loss: 21.14256 Detection error: 0.009911775588989258 time: 7:35:49.449295
- B/E: 96 / 193 , Gen_loss: -0.35365885 MI_loss: 21.458576 Detection error: 0.00990915298461914 time: 7:35:50.338095
- B/E: 97 / 193 , Gen_loss: -0.35897577 MI_loss: 21.760149 Detection error: 0.009905636310577393 time: 7:35:51.220521
- B/E: 98 / 193 , Gen_loss: -0.3619218 MI_loss: 21.86714 Detection error: 0.00988858938217163 time: 7:35:52.107732
- B/E: 99 / 193 , Gen_loss: -0.37009025 MI_loss: 22.356758 Detection error: 0.009888768196105957 time: 7:35:52.989482
- B/E: 100 / 193 , Gen_loss: -0.3548994 MI_loss: 21.619522 Detection error: 0.0098954439163208 time: 7:35:53.868557
- B/E: 101 / 193 , Gen_loss: -0.3684596 MI_loss: 22.481176 Detection error: 0.009898006916046143 time: 7:35:54.755799
- B/E: 102 / 193 , Gen_loss: -0.35281393 MI_loss: 21.413847 Detection error: 0.009898662567138672 time: 7:35:55.644616
- B/E: 103 / 193 , Gen_loss: -0.35639986 MI_loss: 21.571783 Detection error: 0.009899020195007324 time: 7:35:56.525925
- B/E: 104 / 193 , Gen_loss: -0.36373186 MI_loss: 22.074604 Detection error: 0.009901762008666992 time: 7:35:57.408989
- B/E: 105 / 193 , Gen_loss: -0.35932952 MI_loss: 21.68539 Detection error: 0.00989919900894165 time: 7:35:58.380198
- B/E: 106 / 193 , Gen_loss: -0.35677847 MI_loss: 21.75615 Detection error: 0.009896039962768555 time: 7:35:59.268645
- B/E: 107 / 193 , Gen_loss: -0.361276 MI_loss: 21.98641 Detection error: 0.009901046752929688 time: 7:36:00.148046
- B/E: 108 / 193 , Gen_loss: -0.3646456 MI_loss: 22.05505 Detection error: 0.009905099868774414 time: 7:36:01.026559
- B/E: 109 / 193 , Gen_loss: -0.3533054 MI_loss: 21.320019 Detection error: 0.00990229845046997 time: 7:36:01.940980
- B/E: 110 / 193 , Gen_loss: -0.35473123 MI_loss: 21.25623 Detection error: 0.009896397590637207 time: 7:36:02.825626
- B/E: 111 / 193 , Gen_loss: -0.35900205 MI_loss: 21.709385 Detection error: 0.00989621877670288 time: 7:36:03.703264
- B/E: 112 / 193 , Gen_loss: -0.3611279 MI_loss: 21.864807 Detection error: 0.0098915696144104 time: 7:36:04.594936
- B/E: 113 / 193 , Gen_loss: -0.36011535 MI_loss: 21.981766 Detection error: 0.009903490543365479 time: 7:36:05.479227
- B/E: 114 / 193 , Gen_loss: -0.35520136 MI_loss: 21.511532 Detection error: 0.009903013706207275 time: 7:36:06.362380
- B/E: 115 / 193 , Gen_loss: -0.3591766 MI_loss: 21.767496 Detection error: 0.009900867938995361 time: 7:36:07.261288
- B/E: 116 / 193 , Gen_loss: -0.35599783 MI_loss: 21.515442 Detection error: 0.009897708892822266 time: 7:36:08.149695
- B/E: 117 / 193 , Gen_loss: -0.3516298 MI_loss: 21.40602 Detection error: 0.009898066520690918 time: 7:36:09.034491
- B/E: 118 / 193 , Gen_loss: -0.35580385 MI_loss: 21.507458 Detection error: 0.0098915696144104 time: 7:36:09.918394
- B/E: 119 / 193 , Gen_loss: -0.36882335 MI_loss: 22.177502 Detection error: 0.009886980056762695 time: 7:36:10.806451
- B/E: 120 / 193 , Gen_loss: -0.35522193 MI_loss: 21.575474 Detection error: 0.009889960289001465 time: 7:36:11.663704
- B/E: 121 / 193 , Gen_loss: -0.35707447 MI_loss: 21.717813 Detection error: 0.009891390800476074 time: 7:36:12.551552
- B/E: 122 / 193 , Gen_loss: -0.36764264 MI_loss: 22.183249 Detection error: 0.009884655475616455 time: 7:36:13.444814
- B/E: 123 / 193 , Gen_loss: -0.36027223 MI_loss: 21.813705 Detection error: 0.009876251220703125 time: 7:36:14.328009
- B/E: 124 / 193 , Gen_loss: -0.35348776 MI_loss: 21.548939 Detection error: 0.009877026081085205 time: 7:36:15.210422
- B/E: 125 / 193 , Gen_loss: -0.36144114 MI_loss: 21.812166 Detection error: 0.009877204895019531 time: 7:36:16.091098
- B/E: 126 / 193 , Gen_loss: -0.35710523 MI_loss: 21.794296 Detection error: 0.009882867336273193 time: 7:36:16.973243
- B/E: 127 / 193 , Gen_loss: -0.35460803 MI_loss: 21.553234 Detection error: 0.009884059429168701 time: 7:36:17.875886
- B/E: 128 / 193 , Gen_loss: -0.36703646 MI_loss: 22.24453 Detection error: 0.009888052940368652 time: 7:36:18.756111
- B/E: 129 / 193 , Gen_loss: -0.3561357 MI_loss: 21.472351 Detection error: 0.009894490242004395 time: 7:36:19.639130
- B/E: 130 / 193 , Gen_loss: -0.36406693 MI_loss: 21.889456 Detection error: 0.009897887706756592 time: 7:36:20.521312
- B/E: 131 / 193 , Gen_loss: -0.36081937 MI_loss: 21.794857 Detection error: 0.00990527868270874 time: 7:36:21.401453
- B/E: 132 / 193 , Gen_loss: -0.35190886 MI_loss: 21.196587 Detection error: 0.00990152359008789 time: 7:36:22.269034
- B/E: 133 / 193 , Gen_loss: -0.3589986 MI_loss: 21.769112 Detection error: 0.009904146194458008 time: 7:36:23.129500
- B/E: 134 / 193 , Gen_loss: -0.35369807 MI_loss: 21.507103 Detection error: 0.009913206100463867 time: 7:36:24.010847
- B/E: 135 / 193 , Gen_loss: -0.3636439 MI_loss: 22.021557 Detection error: 0.00991290807723999 time: 7:36:24.892855
- B/E: 136 / 193 , Gen_loss: -0.3566446 MI_loss: 21.46813 Detection error: 0.009913325309753418 time: 7:36:25.771026
- B/E: 137 / 193 , Gen_loss: -0.3521853 MI_loss: 21.269646 Detection error: 0.00991600751876831 time: 7:36:26.738628
- B/E: 138 / 193 , Gen_loss: -0.35636976 MI_loss: 21.661861 Detection error: 0.009922444820404053 time: 7:36:27.624996
- B/E: 139 / 193 , Gen_loss: -0.37312698 MI_loss: 22.619202 Detection error: 0.009927034378051758 time: 7:36:28.511435
- B/E: 140 / 193 , Gen_loss: -0.36549073 MI_loss: 22.254213 Detection error: 0.009929299354553223 time: 7:36:29.393795
- B/E: 141 / 193 , Gen_loss: -0.35808477 MI_loss: 21.737843 Detection error: 0.00992518663406372 time: 7:36:30.272456
- B/E: 142 / 193 , Gen_loss: -0.36532626 MI_loss: 22.290632 Detection error: 0.00992506742477417 time: 7:36:31.159182
- B/E: 143 / 193 , Gen_loss: -0.36750618 MI_loss: 22.194479 Detection error: 0.009925127029418945 time: 7:36:32.048283
- B/E: 144 / 193 , Gen_loss: -0.3468208 MI_loss: 21.085558 Detection error: 0.009935975074768066 time: 7:36:32.938007
- B/E: 145 / 193 , Gen_loss: -0.35427737 MI_loss: 21.331665 Detection error: 0.009939193725585938 time: 7:36:33.822219
- B/E: 146 / 193 , Gen_loss: -0.34982488 MI_loss: 21.162611 Detection error: 0.009942173957824707 time: 7:36:34.706878
- B/E: 147 / 193 , Gen_loss: -0.36992332 MI_loss: 22.434229 Detection error: 0.009943842887878418 time: 7:36:35.589122
- B/E: 148 / 193 , Gen_loss: -0.36394718 MI_loss: 22.0332 Detection error: 0.009942114353179932 time: 7:36:36.474776
- B/E: 149 / 193 , Gen_loss: -0.3636161 MI_loss: 22.141228 Detection error: 0.009950637817382812 time: 7:36:37.363520
-
- Test Loss: 10.267821 Test Error: 0.010749995708465576
- -----
- EPOCH: 194
- B/E: 0 / 194 , Gen_loss: -0.36648914 MI_loss: 22.09128 Detection error: 0.01015627384185791 time: 7:36:39.330296
- B/E: 1 / 194 , Gen_loss: -0.3543992 MI_loss: 21.471306 Detection error: 0.010281264781951904 time: 7:37:09.241385
- B/E: 2 / 194 , Gen_loss: -0.35041758 MI_loss: 21.09325 Detection error: 0.009885430335998535 time: 7:37:10.225328
- B/E: 3 / 194 , Gen_loss: -0.36119142 MI_loss: 21.986162 Detection error: 0.009851574897766113 time: 7:37:11.107070
- B/E: 4 / 194 , Gen_loss: -0.36135188 MI_loss: 22.010582 Detection error: 0.009812474250793457 time: 7:37:11.996224
- B/E: 5 / 194 , Gen_loss: -0.3657537 MI_loss: 22.158161 Detection error: 0.009885430335998535 time: 7:37:12.885054
- B/E: 6 / 194 , Gen_loss: -0.35555395 MI_loss: 21.567322 Detection error: 0.009861588478088379 time: 7:37:13.769144
- B/E: 7 / 194 , Gen_loss: -0.35969508 MI_loss: 21.803581 Detection error: 0.009921848773956299 time: 7:37:14.652728
- B/E: 8 / 194 , Gen_loss: -0.36036906 MI_loss: 21.835354 Detection error: 0.00989234447479248 time: 7:37:15.537668
- B/E: 9 / 194 , Gen_loss: -0.35431153 MI_loss: 21.566662 Detection error: 0.009850025177001953 time: 7:37:16.419022
- B/E: 10 / 194 , Gen_loss: -0.36734343 MI_loss: 22.24228 Detection error: 0.009852290153503418 time: 7:37:17.303201
- B/E: 11 / 194 , Gen_loss: -0.3633867 MI_loss: 22.027142 Detection error: 0.009882807731628418 time: 7:37:18.201547
- B/E: 12 / 194 , Gen_loss: -0.34945846 MI_loss: 21.03501 Detection error: 0.00994950532913208 time: 7:37:19.099221
- B/E: 13 / 194 , Gen_loss: -0.3603924 MI_loss: 21.737717 Detection error: 0.009933054447174072 time: 7:37:19.983534
- B/E: 14 / 194 , Gen_loss: -0.3661471 MI_loss: 22.186771 Detection error: 0.009912490844726562 time: 7:37:20.868822
- B/E: 15 / 194 , Gen_loss: -0.36393702 MI_loss: 21.969482 Detection error: 0.009882807731628418 time: 7:37:21.760238
- B/E: 16 / 194 , Gen_loss: -0.3664941 MI_loss: 22.226078 Detection error: 0.009876847267150879 time: 7:37:22.645047
- B/E: 17 / 194 , Gen_loss: -0.35524908 MI_loss: 21.432796 Detection error: 0.009878456592559814 time: 7:37:23.536639
- B/E: 18 / 194 , Gen_loss: -0.36946434 MI_loss: 22.450232 Detection error: 0.009822368621826172 time: 7:37:24.535937
- B/E: 19 / 194 , Gen_loss: -0.35476 MI_loss: 21.69604 Detection error: 0.009842216968536377 time: 7:37:25.420719
- B/E: 20 / 194 , Gen_loss: -0.35993832 MI_loss: 21.74366 Detection error: 0.009860098361968994 time: 7:37:26.308286
- B/E: 21 / 194 , Gen_loss: -0.3550326 MI_loss: 21.581367 Detection error: 0.009860813617706299 time: 7:37:27.194181
- B/E: 22 / 194 , Gen_loss: -0.36208284 MI_loss: 21.70322 Detection error: 0.009849190711975098 time: 7:37:28.086560
- B/E: 23 / 194 , Gen_loss: -0.3700839 MI_loss: 22.271044 Detection error: 0.009811222553253174 time: 7:37:28.972820
- B/E: 24 / 194 , Gen_loss: -0.35517576 MI_loss: 21.512856 Detection error: 0.00984501838684082 time: 7:37:29.861665
- B/E: 25 / 194 , Gen_loss: -0.35038134 MI_loss: 21.265465 Detection error: 0.009846150875091553 time: 7:37:30.748537
- B/E: 26 / 194 , Gen_loss: -0.34874576 MI_loss: 21.404129 Detection error: 0.00992131233215332 time: 7:37:31.635240
- B/E: 27 / 194 , Gen_loss: -0.35474434 MI_loss: 21.53448 Detection error: 0.009930789470672607 time: 7:37:32.535783
- B/E: 28 / 194 , Gen_loss: -0.35772094 MI_loss: 21.573425 Detection error: 0.009912729263305664 time: 7:37:33.427557
- B/E: 29 / 194 , Gen_loss: -0.35706818 MI_loss: 21.620918 Detection error: 0.009939610958099365 time: 7:37:34.319286
- B/E: 30 / 194 , Gen_loss: -0.3539699 MI_loss: 21.542553 Detection error: 0.009919345378875732 time: 7:37:35.206145
- B/E: 31 / 194 , Gen_loss: -0.34871706 MI_loss: 21.121765 Detection error: 0.009890615940093994 time: 7:37:36.188823
- B/E: 32 / 194 , Gen_loss: -0.35255462 MI_loss: 21.187881 Detection error: 0.00989300012588501 time: 7:37:37.084662
- B/E: 33 / 194 , Gen_loss: -0.3610607 MI_loss: 21.833015 Detection error: 0.009874999523162842 time: 7:37:37.970651
- B/E: 34 / 194 , Gen_loss: -0.34600842 MI_loss: 21.037054 Detection error: 0.009877681732177734 time: 7:37:38.860007
- B/E: 35 / 194 , Gen_loss: -0.3545755 MI_loss: 21.54596 Detection error: 0.009856760501861572 time: 7:37:39.753534
- B/E: 36 / 194 , Gen_loss: -0.36998454 MI_loss: 22.374851 Detection error: 0.009864866733551025 time: 7:37:40.646372
- B/E: 37 / 194 , Gen_loss: -0.36660138 MI_loss: 22.185581 Detection error: 0.009863495826721191 time: 7:37:41.532418
- B/E: 38 / 194 , Gen_loss: -0.36795524 MI_loss: 22.331913 Detection error: 0.009878993034362793 time: 7:37:42.416704
- B/E: 39 / 194 , Gen_loss: -0.35917315 MI_loss: 21.61575 Detection error: 0.009868741035461426 time: 7:37:43.305982
- B/E: 40 / 194 , Gen_loss: -0.3553922 MI_loss: 21.612637 Detection error: 0.009860515594482422 time: 7:37:44.138584
- B/E: 41 / 194 , Gen_loss: -0.34952807 MI_loss: 21.131502 Detection error: 0.009875714778900146 time: 7:37:44.961434
- B/E: 42 / 194 , Gen_loss: -0.36575785 MI_loss: 22.151361 Detection error: 0.009862661361694336 time: 7:37:45.772136
- B/E: 43 / 194 , Gen_loss: -0.3543195 MI_loss: 21.438358 Detection error: 0.009871423244476318 time: 7:37:46.603314
- B/E: 44 / 194 , Gen_loss: -0.3611852 MI_loss: 21.886732 Detection error: 0.009872198104858398 time: 7:37:47.397413
- B/E: 45 / 194 , Gen_loss: -0.36158794 MI_loss: 21.919054 Detection error: 0.009889960289001465 time: 7:37:48.214937
- B/E: 46 / 194 , Gen_loss: -0.3582969 MI_loss: 21.671766 Detection error: 0.009895622730255127 time: 7:37:49.081651
- B/E: 47 / 194 , Gen_loss: -0.36365202 MI_loss: 22.099564 Detection error: 0.009888648986816406 time: 7:37:49.936160
- B/E: 48 / 194 , Gen_loss: -0.35942653 MI_loss: 21.894749 Detection error: 0.009906232357025146 time: 7:37:50.804845
- B/E: 49 / 194 , Gen_loss: -0.35965788 MI_loss: 21.915272 Detection error: 0.009919345378875732 time: 7:37:51.613816
- B/E: 50 / 194 , Gen_loss: -0.35824725 MI_loss: 21.600933 Detection error: 0.009912967681884766 time: 7:37:52.390009
- B/E: 51 / 194 , Gen_loss: -0.35336927 MI_loss: 21.613516 Detection error: 0.009928464889526367 time: 7:37:53.169142
- B/E: 52 / 194 , Gen_loss: -0.35835394 MI_loss: 21.809196 Detection error: 0.009930431842803955 time: 7:37:53.988910
- B/E: 53 / 194 , Gen_loss: -0.35269487 MI_loss: 21.310434 Detection error: 0.009942114353179932 time: 7:37:54.777845
- B/E: 54 / 194 , Gen_loss: -0.36938077 MI_loss: 22.39155 Detection error: 0.009943187236785889 time: 7:37:55.561050
- B/E: 55 / 194 , Gen_loss: -0.35797617 MI_loss: 21.678192 Detection error: 0.009923577308654785 time: 7:37:56.429937
- B/E: 56 / 194 , Gen_loss: -0.3550987 MI_loss: 21.423582 Detection error: 0.009917736053466797 time: 7:37:57.243986
- B/E: 57 / 194 , Gen_loss: -0.36178175 MI_loss: 21.828829 Detection error: 0.009913802146911621 time: 7:37:58.039284
- B/E: 58 / 194 , Gen_loss: -0.3565625 MI_loss: 21.577034 Detection error: 0.009898841381072998 time: 7:37:58.843244
- B/E: 59 / 194 , Gen_loss: -0.356889 MI_loss: 21.581238 Detection error: 0.009920835494995117 time: 7:37:59.673455
- B/E: 60 / 194 , Gen_loss: -0.35948294 MI_loss: 21.864376 Detection error: 0.009924173355102539 time: 7:38:00.511622
- B/E: 61 / 194 , Gen_loss: -0.35843948 MI_loss: 21.693348 Detection error: 0.009916841983795166 time: 7:38:01.337341
- B/E: 62 / 194 , Gen_loss: -0.35999295 MI_loss: 21.973248 Detection error: 0.009927570819854736 time: 7:38:02.218383
- B/E: 63 / 194 , Gen_loss: -0.3625079 MI_loss: 21.83338 Detection error: 0.009920895099639893 time: 7:38:03.182315
- B/E: 64 / 194 , Gen_loss: -0.35809243 MI_loss: 21.664742 Detection error: 0.009915411472320557 time: 7:38:04.090272
- B/E: 65 / 194 , Gen_loss: -0.36086744 MI_loss: 21.857944 Detection error: 0.00992518663406372 time: 7:38:04.993880
- B/E: 66 / 194 , Gen_loss: -0.36866072 MI_loss: 22.320051 Detection error: 0.00993049144744873 time: 7:38:05.883956
- B/E: 67 / 194 , Gen_loss: -0.36969966 MI_loss: 22.296432 Detection error: 0.009914517402648926 time: 7:38:06.769904
- B/E: 68 / 194 , Gen_loss: -0.36267152 MI_loss: 22.193947 Detection error: 0.009919822216033936 time: 7:38:07.656376
- B/E: 69 / 194 , Gen_loss: -0.36169812 MI_loss: 21.986221 Detection error: 0.009926319122314453 time: 7:38:08.533274
- B/E: 70 / 194 , Gen_loss: -0.36167663 MI_loss: 21.924587 Detection error: 0.009920775890350342 time: 7:38:09.417913
- B/E: 71 / 194 , Gen_loss: -0.35583597 MI_loss: 21.69083 Detection error: 0.009924054145812988 time: 7:38:10.302748
- B/E: 72 / 194 , Gen_loss: -0.35664076 MI_loss: 21.583231 Detection error: 0.009921669960021973 time: 7:38:11.184992
- B/E: 73 / 194 , Gen_loss: -0.36553472 MI_loss: 22.164682 Detection error: 0.00991678237915039 time: 7:38:12.067501
- B/E: 74 / 194 , Gen_loss: -0.35060233 MI_loss: 21.1849 Detection error: 0.009913325309753418 time: 7:38:12.949682
- B/E: 75 / 194 , Gen_loss: -0.35674602 MI_loss: 21.800508 Detection error: 0.009909510612487793 time: 7:38:13.837798
- B/E: 76 / 194 , Gen_loss: -0.35821205 MI_loss: 21.587467 Detection error: 0.009913980960845947 time: 7:38:14.718310
- B/E: 77 / 194 , Gen_loss: -0.3626939 MI_loss: 21.947832 Detection error: 0.009905457496643066 time: 7:38:15.606591
- B/E: 78 / 194 , Gen_loss: -0.35169446 MI_loss: 21.171246 Detection error: 0.00990307331085205 time: 7:38:16.495568
- B/E: 79 / 194 , Gen_loss: -0.3489285 MI_loss: 21.13998 Detection error: 0.00991523265838623 time: 7:38:17.473123
- B/E: 80 / 194 , Gen_loss: -0.3522746 MI_loss: 21.511255 Detection error: 0.009925901889801025 time: 7:38:18.360129
- B/E: 81 / 194 , Gen_loss: -0.35652483 MI_loss: 21.4716 Detection error: 0.009921848773956299 time: 7:38:19.249890
- B/E: 82 / 194 , Gen_loss: -0.3651417 MI_loss: 22.086563 Detection error: 0.0099220871925354 time: 7:38:20.140792
- B/E: 83 / 194 , Gen_loss: -0.36552024 MI_loss: 22.135887 Detection error: 0.009921848773956299 time: 7:38:21.023418
- B/E: 84 / 194 , Gen_loss: -0.35819855 MI_loss: 21.638151 Detection error: 0.009915828704833984 time: 7:38:21.906349
- B/E: 85 / 194 , Gen_loss: -0.3575503 MI_loss: 21.721004 Detection error: 0.009898602962493896 time: 7:38:22.793188
- B/E: 86 / 194 , Gen_loss: -0.35576698 MI_loss: 21.613062 Detection error: 0.009898006916046143 time: 7:38:23.674230
- B/E: 87 / 194 , Gen_loss: -0.35481405 MI_loss: 21.513788 Detection error: 0.009887754917144775 time: 7:38:24.557579
- B/E: 88 / 194 , Gen_loss: -0.36279327 MI_loss: 22.009699 Detection error: 0.009878873825073242 time: 7:38:25.446034
- B/E: 89 / 194 , Gen_loss: -0.36871397 MI_loss: 22.36035 Detection error: 0.009888172149658203 time: 7:38:26.332378
- B/E: 90 / 194 , Gen_loss: -0.35883227 MI_loss: 21.812359 Detection error: 0.009893178939819336 time: 7:38:27.210959
- B/E: 91 / 194 , Gen_loss: -0.35460478 MI_loss: 21.582222 Detection error: 0.009895026683807373 time: 7:38:28.087942
- B/E: 92 / 194 , Gen_loss: -0.354041 MI_loss: 21.416426 Detection error: 0.009881377220153809 time: 7:38:28.981708
- B/E: 93 / 194 , Gen_loss: -0.3516392 MI_loss: 21.26817 Detection error: 0.009878993034362793 time: 7:38:29.905325
- B/E: 94 / 194 , Gen_loss: -0.35367146 MI_loss: 21.668716 Detection error: 0.00989377498626709 time: 7:38:30.785267
- B/E: 95 / 194 , Gen_loss: -0.36600983 MI_loss: 22.302372 Detection error: 0.009896159172058105 time: 7:38:31.750870
- B/E: 96 / 194 , Gen_loss: -0.36191195 MI_loss: 22.037455 Detection error: 0.009891748428344727 time: 7:38:32.632262
- B/E: 97 / 194 , Gen_loss: -0.36441135 MI_loss: 21.963947 Detection error: 0.009888410568237305 time: 7:38:33.513906
- B/E: 98 / 194 , Gen_loss: -0.3676726 MI_loss: 22.241302 Detection error: 0.009872794151306152 time: 7:38:34.401710
- B/E: 99 / 194 , Gen_loss: -0.37001002 MI_loss: 22.360258 Detection error: 0.009874045848846436 time: 7:38:35.281071
- B/E: 100 / 194 , Gen_loss: -0.35665062 MI_loss: 21.826332 Detection error: 0.009874045848846436 time: 7:38:36.161852
- B/E: 101 / 194 , Gen_loss: -0.36222476 MI_loss: 21.928812 Detection error: 0.009876549243927002 time: 7:38:37.045611
- B/E: 102 / 194 , Gen_loss: -0.35661542 MI_loss: 21.704458 Detection error: 0.009880483150482178 time: 7:38:37.953877
- B/E: 103 / 194 , Gen_loss: -0.35065496 MI_loss: 21.174595 Detection error: 0.00987708568572998 time: 7:38:38.832123
- B/E: 104 / 194 , Gen_loss: -0.3651002 MI_loss: 22.079115 Detection error: 0.009877681732177734 time: 7:38:39.727221
- B/E: 105 / 194 , Gen_loss: -0.3555322 MI_loss: 21.485918 Detection error: 0.00987619161605835 time: 7:38:40.630424
- B/E: 106 / 194 , Gen_loss: -0.35628963 MI_loss: 21.567604 Detection error: 0.009877622127532959 time: 7:38:41.510418
- B/E: 107 / 194 , Gen_loss: -0.36077785 MI_loss: 21.892818 Detection error: 0.009876430034637451 time: 7:38:42.388566
- B/E: 108 / 194 , Gen_loss: -0.3550751 MI_loss: 21.477613 Detection error: 0.00988847017288208 time: 7:38:43.291466
- B/E: 109 / 194 , Gen_loss: -0.3630499 MI_loss: 22.05284 Detection error: 0.009885787963867188 time: 7:38:44.181096
- B/E: 110 / 194 , Gen_loss: -0.35552666 MI_loss: 21.535221 Detection error: 0.009877264499664307 time: 7:38:45.060478
- B/E: 111 / 194 , Gen_loss: -0.3733459 MI_loss: 22.576405 Detection error: 0.009876132011413574 time: 7:38:46.033612
- B/E: 112 / 194 , Gen_loss: -0.3622713 MI_loss: 21.875011 Detection error: 0.009876906871795654 time: 7:38:46.919032
- B/E: 113 / 194 , Gen_loss: -0.36107954 MI_loss: 21.965971 Detection error: 0.009882926940917969 time: 7:38:47.802620
- B/E: 114 / 194 , Gen_loss: -0.36847356 MI_loss: 22.346828 Detection error: 0.009881258010864258 time: 7:38:48.688813
- B/E: 115 / 194 , Gen_loss: -0.3684482 MI_loss: 22.382975 Detection error: 0.00987929105758667 time: 7:38:49.574341
- B/E: 116 / 194 , Gen_loss: -0.3445416 MI_loss: 21.027756 Detection error: 0.009878456592559814 time: 7:38:50.460192
- B/E: 117 / 194 , Gen_loss: -0.34696323 MI_loss: 21.147972 Detection error: 0.009879529476165771 time: 7:38:51.344548
- B/E: 118 / 194 , Gen_loss: -0.3556096 MI_loss: 21.369171 Detection error: 0.009876072406768799 time: 7:38:52.153110
- B/E: 119 / 194 , Gen_loss: -0.35622934 MI_loss: 21.573874 Detection error: 0.009874463081359863 time: 7:38:52.929068
- B/E: 120 / 194 , Gen_loss: -0.35900307 MI_loss: 21.800653 Detection error: 0.009872674942016602 time: 7:38:53.820648
- B/E: 121 / 194 , Gen_loss: -0.36083975 MI_loss: 21.904984 Detection error: 0.00987011194229126 time: 7:38:54.700913
- B/E: 122 / 194 , Gen_loss: -0.3641125 MI_loss: 22.017061 Detection error: 0.009867608547210693 time: 7:38:55.579755
- B/E: 123 / 194 , Gen_loss: -0.35987043 MI_loss: 21.754215 Detection error: 0.009858846664428711 time: 7:38:56.462150
- B/E: 124 / 194 , Gen_loss: -0.36096442 MI_loss: 21.976439 Detection error: 0.009860515594482422 time: 7:38:57.342849
- B/E: 125 / 194 , Gen_loss: -0.36447078 MI_loss: 22.023466 Detection error: 0.009861350059509277 time: 7:38:58.218750
- B/E: 126 / 194 , Gen_loss: -0.36347586 MI_loss: 22.17434 Detection error: 0.0098649263381958 time: 7:38:59.111917
- B/E: 127 / 194 , Gen_loss: -0.35760736 MI_loss: 21.67962 Detection error: 0.00986570119857788 time: 7:39:00.077894
- B/E: 128 / 194 , Gen_loss: -0.35797283 MI_loss: 21.756205 Detection error: 0.009873032569885254 time: 7:39:00.943465
- B/E: 129 / 194 , Gen_loss: -0.36245725 MI_loss: 21.738712 Detection error: 0.009877622127532959 time: 7:39:01.840485
- B/E: 130 / 194 , Gen_loss: -0.36318362 MI_loss: 22.086817 Detection error: 0.009885966777801514 time: 7:39:02.727650
- B/E: 131 / 194 , Gen_loss: -0.3607528 MI_loss: 21.858082 Detection error: 0.009886860847473145 time: 7:39:03.545547
- B/E: 132 / 194 , Gen_loss: -0.35638 MI_loss: 21.504604 Detection error: 0.009885132312774658 time: 7:39:04.425313
- B/E: 133 / 194 , Gen_loss: -0.3635792 MI_loss: 22.126827 Detection error: 0.009890615940093994 time: 7:39:05.309982
- B/E: 134 / 194 , Gen_loss: -0.36172432 MI_loss: 22.014616 Detection error: 0.009897470474243164 time: 7:39:06.120194
- B/E: 135 / 194 , Gen_loss: -0.36505115 MI_loss: 22.01295 Detection error: 0.009895920753479004 time: 7:39:07.012541
- B/E: 136 / 194 , Gen_loss: -0.35570174 MI_loss: 21.483557 Detection error: 0.00989919900894165 time: 7:39:07.899282
- B/E: 137 / 194 , Gen_loss: -0.3552048 MI_loss: 21.454025 Detection error: 0.009897887706756592 time: 7:39:08.780437
- B/E: 138 / 194 , Gen_loss: -0.35434443 MI_loss: 21.484278 Detection error: 0.00990760326385498 time: 7:39:09.661455
- B/E: 139 / 194 , Gen_loss: -0.3543472 MI_loss: 21.520325 Detection error: 0.009912729263305664 time: 7:39:10.549956
- B/E: 140 / 194 , Gen_loss: -0.36360437 MI_loss: 22.135674 Detection error: 0.009906888008117676 time: 7:39:11.433520
- B/E: 141 / 194 , Gen_loss: -0.35868752 MI_loss: 21.840784 Detection error: 0.009908676147460938 time: 7:39:12.316940
- B/E: 142 / 194 , Gen_loss: -0.3585254 MI_loss: 21.502884 Detection error: 0.009908199310302734 time: 7:39:13.196703
- B/E: 143 / 194 , Gen_loss: -0.3497101 MI_loss: 21.1433 Detection error: 0.00990515947341919 time: 7:39:14.162589
- B/E: 144 / 194 , Gen_loss: -0.35759664 MI_loss: 21.728836 Detection error: 0.009911835193634033 time: 7:39:15.047485
- B/E: 145 / 194 , Gen_loss: -0.35119238 MI_loss: 21.281221 Detection error: 0.00991886854171753 time: 7:39:15.937626
- B/E: 146 / 194 , Gen_loss: -0.34559137 MI_loss: 20.77478 Detection error: 0.009919226169586182 time: 7:39:16.858622
- B/E: 147 / 194 , Gen_loss: -0.3587467 MI_loss: 21.584528 Detection error: 0.009922504425048828 time: 7:39:17.739981
- B/E: 148 / 194 , Gen_loss: -0.35780728 MI_loss: 21.642954 Detection error: 0.009925127029418945 time: 7:39:18.651988
- B/E: 149 / 194 , Gen_loss: -0.36735106 MI_loss: 22.267807 Detection error: 0.009932279586791992 time: 7:39:19.556176
-
- Test Loss: 10.252394 Test Error: 0.01078331470489502
- -----
- EPOCH: 195
- B/E: 0 / 195 , Gen_loss: -0.36760062 MI_loss: 22.29557 Detection error: 0.010249972343444824 time: 7:39:21.505883
- B/E: 1 / 195 , Gen_loss: -0.34795725 MI_loss: 21.033888 Detection error: 0.01021873950958252 time: 7:39:48.501701
- B/E: 2 / 195 , Gen_loss: -0.3596455 MI_loss: 21.573784 Detection error: 0.009656250476837158 time: 7:39:49.403259
- B/E: 3 / 195 , Gen_loss: -0.35439947 MI_loss: 21.593077 Detection error: 0.009710907936096191 time: 7:39:50.292143
- B/E: 4 / 195 , Gen_loss: -0.36199975 MI_loss: 21.823084 Detection error: 0.009700000286102295 time: 7:39:51.184260
- B/E: 5 / 195 , Gen_loss: -0.3473402 MI_loss: 21.307926 Detection error: 0.00985938310623169 time: 7:39:52.171643
- B/E: 6 / 195 , Gen_loss: -0.35507515 MI_loss: 21.517702 Detection error: 0.009870529174804688 time: 7:39:53.054583
- B/E: 7 / 195 , Gen_loss: -0.36449292 MI_loss: 21.966278 Detection error: 0.009914040565490723 time: 7:39:53.956229
- B/E: 8 / 195 , Gen_loss: -0.3547252 MI_loss: 21.519732 Detection error: 0.009805560111999512 time: 7:39:54.856010
- B/E: 9 / 195 , Gen_loss: -0.35157567 MI_loss: 21.343788 Detection error: 0.00980311632156372 time: 7:39:55.743621
- B/E: 10 / 195 , Gen_loss: -0.36485562 MI_loss: 22.134756 Detection error: 0.009789764881134033 time: 7:39:56.642458
- B/E: 11 / 195 , Gen_loss: -0.36900014 MI_loss: 22.329082 Detection error: 0.009828150272369385 time: 7:39:57.536167
- B/E: 12 / 195 , Gen_loss: -0.35966316 MI_loss: 22.045513 Detection error: 0.009944736957550049 time: 7:39:58.429312
- B/E: 13 / 195 , Gen_loss: -0.34588665 MI_loss: 20.958595 Detection error: 0.009926319122314453 time: 7:39:59.320005
- B/E: 14 / 195 , Gen_loss: -0.3657089 MI_loss: 22.163923 Detection error: 0.009904146194458008 time: 7:40:00.230632
- B/E: 15 / 195 , Gen_loss: -0.36780906 MI_loss: 22.346006 Detection error: 0.00989454984664917 time: 7:40:01.125003
- B/E: 16 / 195 , Gen_loss: -0.36241925 MI_loss: 21.766918 Detection error: 0.00986945629119873 time: 7:40:02.014612
- B/E: 17 / 195 , Gen_loss: -0.3577614 MI_loss: 21.794956 Detection error: 0.009854137897491455 time: 7:40:02.909420
- B/E: 18 / 195 , Gen_loss: -0.35877618 MI_loss: 21.895363 Detection error: 0.009832262992858887 time: 7:40:03.796204
- B/E: 19 / 195 , Gen_loss: -0.3567694 MI_loss: 21.554054 Detection error: 0.009820342063903809 time: 7:40:04.617448
- B/E: 20 / 195 , Gen_loss: -0.36098078 MI_loss: 21.891918 Detection error: 0.009849727153778076 time: 7:40:05.600191
- B/E: 21 / 195 , Gen_loss: -0.35814363 MI_loss: 21.934053 Detection error: 0.009870767593383789 time: 7:40:06.502498
- B/E: 22 / 195 , Gen_loss: -0.36046028 MI_loss: 21.603708 Detection error: 0.009831547737121582 time: 7:40:07.397644
- B/E: 23 / 195 , Gen_loss: -0.35547128 MI_loss: 21.428257 Detection error: 0.009821593761444092 time: 7:40:08.291664
- B/E: 24 / 195 , Gen_loss: -0.34915373 MI_loss: 21.096714 Detection error: 0.00984126329421997 time: 7:40:09.186471
- B/E: 25 / 195 , Gen_loss: -0.3495875 MI_loss: 21.260284 Detection error: 0.009864211082458496 time: 7:40:10.079551
- B/E: 26 / 195 , Gen_loss: -0.34842634 MI_loss: 21.239515 Detection error: 0.009908556938171387 time: 7:40:10.977542
- B/E: 27 / 195 , Gen_loss: -0.36318848 MI_loss: 22.139198 Detection error: 0.009915173053741455 time: 7:40:11.875075
- B/E: 28 / 195 , Gen_loss: -0.3635143 MI_loss: 22.000345 Detection error: 0.009929955005645752 time: 7:40:12.775013
- B/E: 29 / 195 , Gen_loss: -0.35983163 MI_loss: 21.804022 Detection error: 0.009949982166290283 time: 7:40:13.672273
- B/E: 30 / 195 , Gen_loss: -0.3543041 MI_loss: 21.34457 Detection error: 0.0099143385887146 time: 7:40:14.570129
- B/E: 31 / 195 , Gen_loss: -0.35297862 MI_loss: 21.417164 Detection error: 0.009889662265777588 time: 7:40:15.468138
- B/E: 32 / 195 , Gen_loss: -0.35876977 MI_loss: 21.685385 Detection error: 0.00990152359008789 time: 7:40:16.361747
- B/E: 33 / 195 , Gen_loss: -0.3501491 MI_loss: 21.25459 Detection error: 0.009887874126434326 time: 7:40:17.257830
- B/E: 34 / 195 , Gen_loss: -0.35329095 MI_loss: 21.438261 Detection error: 0.009889304637908936 time: 7:40:18.155613
- B/E: 35 / 195 , Gen_loss: -0.36319458 MI_loss: 21.98228 Detection error: 0.009862005710601807 time: 7:40:19.048535
- B/E: 36 / 195 , Gen_loss: -0.35939878 MI_loss: 21.836725 Detection error: 0.009866535663604736 time: 7:40:20.026329
- B/E: 37 / 195 , Gen_loss: -0.36451665 MI_loss: 22.114033 Detection error: 0.009878277778625488 time: 7:40:20.921941
- B/E: 38 / 195 , Gen_loss: -0.35447407 MI_loss: 21.541807 Detection error: 0.00988459587097168 time: 7:40:21.826099
- B/E: 39 / 195 , Gen_loss: -0.3636194 MI_loss: 21.891962 Detection error: 0.009877324104309082 time: 7:40:22.726117
- B/E: 40 / 195 , Gen_loss: -0.36671516 MI_loss: 22.204983 Detection error: 0.009879589080810547 time: 7:40:23.634553
- B/E: 41 / 195 , Gen_loss: -0.35229942 MI_loss: 21.277996 Detection error: 0.009876489639282227 time: 7:40:24.505992
- B/E: 42 / 195 , Gen_loss: -0.36337692 MI_loss: 22.034534 Detection error: 0.009872794151306152 time: 7:40:25.393351
- B/E: 43 / 195 , Gen_loss: -0.3606142 MI_loss: 21.868092 Detection error: 0.009862899780273438 time: 7:40:26.298605
- B/E: 44 / 195 , Gen_loss: -0.35744599 MI_loss: 21.680077 Detection error: 0.009872913360595703 time: 7:40:27.168477
- B/E: 45 / 195 , Gen_loss: -0.36990327 MI_loss: 22.455164 Detection error: 0.009881138801574707 time: 7:40:27.964290
- B/E: 46 / 195 , Gen_loss: -0.36239147 MI_loss: 21.945724 Detection error: 0.0099029541015625 time: 7:40:28.763202
- B/E: 47 / 195 , Gen_loss: -0.35877502 MI_loss: 21.78798 Detection error: 0.0098990797996521 time: 7:40:29.586969
- B/E: 48 / 195 , Gen_loss: -0.35284376 MI_loss: 21.348682 Detection error: 0.009908795356750488 time: 7:40:30.488264
- B/E: 49 / 195 , Gen_loss: -0.35381994 MI_loss: 21.609884 Detection error: 0.009913146495819092 time: 7:40:31.384628
- B/E: 50 / 195 , Gen_loss: -0.35845426 MI_loss: 21.791422 Detection error: 0.00993567705154419 time: 7:40:32.278505
- B/E: 51 / 195 , Gen_loss: -0.36162528 MI_loss: 21.922798 Detection error: 0.00993567705154419 time: 7:40:33.209813
- B/E: 52 / 195 , Gen_loss: -0.370638 MI_loss: 22.453024 Detection error: 0.009931623935699463 time: 7:40:34.189997
- B/E: 53 / 195 , Gen_loss: -0.35982102 MI_loss: 21.772339 Detection error: 0.009946763515472412 time: 7:40:35.085176
- B/E: 54 / 195 , Gen_loss: -0.3644406 MI_loss: 22.150742 Detection error: 0.009950578212738037 time: 7:40:35.986714
- B/E: 55 / 195 , Gen_loss: -0.35289025 MI_loss: 21.331825 Detection error: 0.00992971658706665 time: 7:40:36.887902
- B/E: 56 / 195 , Gen_loss: -0.36629298 MI_loss: 22.250391 Detection error: 0.009923219680786133 time: 7:40:37.785854
- B/E: 57 / 195 , Gen_loss: -0.368097 MI_loss: 22.246489 Detection error: 0.009916484355926514 time: 7:40:38.684068
- B/E: 58 / 195 , Gen_loss: -0.3560287 MI_loss: 21.550457 Detection error: 0.009896159172058105 time: 7:40:39.529586
- B/E: 59 / 195 , Gen_loss: -0.35072047 MI_loss: 21.363949 Detection error: 0.009920835494995117 time: 7:40:40.378139
- B/E: 60 / 195 , Gen_loss: -0.36793014 MI_loss: 22.330854 Detection error: 0.009913444519042969 time: 7:40:41.268962
- B/E: 61 / 195 , Gen_loss: -0.3431641 MI_loss: 20.7559 Detection error: 0.009926915168762207 time: 7:40:42.041028
- B/E: 62 / 195 , Gen_loss: -0.3643053 MI_loss: 22.135744 Detection error: 0.009936034679412842 time: 7:40:42.924399
- B/E: 63 / 195 , Gen_loss: -0.358935 MI_loss: 21.876696 Detection error: 0.00992727279663086 time: 7:40:43.843036
- B/E: 64 / 195 , Gen_loss: -0.3643059 MI_loss: 22.26835 Detection error: 0.0099220871925354 time: 7:40:44.657476
- B/E: 65 / 195 , Gen_loss: -0.36278182 MI_loss: 21.989714 Detection error: 0.009922802448272705 time: 7:40:45.445396
- B/E: 66 / 195 , Gen_loss: -0.35907072 MI_loss: 21.678183 Detection error: 0.009921669960021973 time: 7:40:46.233416
- B/E: 67 / 195 , Gen_loss: -0.36471182 MI_loss: 21.990665 Detection error: 0.009916841983795166 time: 7:40:47.017208
- B/E: 68 / 195 , Gen_loss: -0.35260797 MI_loss: 21.42797 Detection error: 0.009914398193359375 time: 7:40:47.897571
- B/E: 69 / 195 , Gen_loss: -0.36615872 MI_loss: 22.183332 Detection error: 0.009921431541442871 time: 7:40:48.683749
- B/E: 70 / 195 , Gen_loss: -0.36153957 MI_loss: 21.869797 Detection error: 0.009922981262207031 time: 7:40:49.470632
- B/E: 71 / 195 , Gen_loss: -0.344053 MI_loss: 20.824862 Detection error: 0.009926199913024902 time: 7:40:50.355986
- B/E: 72 / 195 , Gen_loss: -0.36204383 MI_loss: 22.07994 Detection error: 0.009923398494720459 time: 7:40:51.250018
- B/E: 73 / 195 , Gen_loss: -0.3564894 MI_loss: 21.615553 Detection error: 0.00991511344909668 time: 7:40:52.148626
- B/E: 74 / 195 , Gen_loss: -0.3628266 MI_loss: 21.943443 Detection error: 0.00991666316986084 time: 7:40:53.045239
- B/E: 75 / 195 , Gen_loss: -0.36119252 MI_loss: 21.89158 Detection error: 0.009907066822052002 time: 7:40:53.940616
- B/E: 76 / 195 , Gen_loss: -0.3462374 MI_loss: 21.051577 Detection error: 0.009912729263305664 time: 7:40:54.842468
- B/E: 77 / 195 , Gen_loss: -0.36761537 MI_loss: 22.260597 Detection error: 0.009912669658660889 time: 7:40:55.744153
- B/E: 78 / 195 , Gen_loss: -0.36294997 MI_loss: 21.765844 Detection error: 0.009904682636260986 time: 7:40:56.646006
- B/E: 79 / 195 , Gen_loss: -0.35598505 MI_loss: 21.409515 Detection error: 0.00991445779800415 time: 7:40:57.547873
- B/E: 80 / 195 , Gen_loss: -0.3594968 MI_loss: 21.739141 Detection error: 0.009927868843078613 time: 7:40:58.446770
- B/E: 81 / 195 , Gen_loss: -0.35406154 MI_loss: 21.350368 Detection error: 0.009919941425323486 time: 7:40:59.345108
- B/E: 82 / 195 , Gen_loss: -0.3675481 MI_loss: 22.254944 Detection error: 0.009910762310028076 time: 7:41:00.241132
- B/E: 83 / 195 , Gen_loss: -0.3519492 MI_loss: 21.337997 Detection error: 0.009921133518218994 time: 7:41:01.140882
- B/E: 84 / 195 , Gen_loss: -0.35819554 MI_loss: 21.780853 Detection error: 0.009916186332702637 time: 7:41:02.108395
- B/E: 85 / 195 , Gen_loss: -0.35751128 MI_loss: 21.589767 Detection error: 0.009897887706756592 time: 7:41:02.921523
- B/E: 86 / 195 , Gen_loss: -0.36524102 MI_loss: 21.98832 Detection error: 0.009895861148834229 time: 7:41:03.859103
- B/E: 87 / 195 , Gen_loss: -0.3489295 MI_loss: 21.078178 Detection error: 0.009878218173980713 time: 7:41:04.773796
- B/E: 88 / 195 , Gen_loss: -0.35866508 MI_loss: 21.623318 Detection error: 0.009872913360595703 time: 7:41:05.622574
- B/E: 89 / 195 , Gen_loss: -0.35794264 MI_loss: 21.652824 Detection error: 0.00988471508026123 time: 7:41:06.449825
- B/E: 90 / 195 , Gen_loss: -0.35432768 MI_loss: 21.42735 Detection error: 0.009881854057312012 time: 7:41:07.329540
- B/E: 91 / 195 , Gen_loss: -0.36128575 MI_loss: 21.81198 Detection error: 0.009889602661132812 time: 7:41:08.217829
- B/E: 92 / 195 , Gen_loss: -0.3567472 MI_loss: 21.560545 Detection error: 0.00987231731414795 time: 7:41:09.104570
- B/E: 93 / 195 , Gen_loss: -0.35528132 MI_loss: 21.569473 Detection error: 0.009873688220977783 time: 7:41:10.011980
- B/E: 94 / 195 , Gen_loss: -0.3550097 MI_loss: 21.783562 Detection error: 0.009885549545288086 time: 7:41:10.872811
- B/E: 95 / 195 , Gen_loss: -0.35672402 MI_loss: 21.573463 Detection error: 0.009891629219055176 time: 7:41:11.691312
- B/E: 96 / 195 , Gen_loss: -0.36431763 MI_loss: 22.0177 Detection error: 0.009886622428894043 time: 7:41:12.592301
- B/E: 97 / 195 , Gen_loss: -0.3679541 MI_loss: 22.352993 Detection error: 0.00988459587097168 time: 7:41:13.495766
- B/E: 98 / 195 , Gen_loss: -0.36417517 MI_loss: 22.040098 Detection error: 0.009874045848846436 time: 7:41:14.330282
- B/E: 99 / 195 , Gen_loss: -0.37357858 MI_loss: 22.663593 Detection error: 0.009869396686553955 time: 7:41:15.180801
- B/E: 100 / 195 , Gen_loss: -0.3647466 MI_loss: 22.121685 Detection error: 0.009870648384094238 time: 7:41:16.170952
- B/E: 101 / 195 , Gen_loss: -0.37100008 MI_loss: 22.62585 Detection error: 0.009881436824798584 time: 7:41:17.072431
- B/E: 102 / 195 , Gen_loss: -0.35983515 MI_loss: 21.79356 Detection error: 0.009884417057037354 time: 7:41:17.969176
- B/E: 103 / 195 , Gen_loss: -0.3668783 MI_loss: 22.155102 Detection error: 0.009876787662506104 time: 7:41:18.884091
- B/E: 104 / 195 , Gen_loss: -0.36619997 MI_loss: 22.23433 Detection error: 0.00988006591796875 time: 7:41:19.764152
- B/E: 105 / 195 , Gen_loss: -0.35649362 MI_loss: 21.580034 Detection error: 0.009881198406219482 time: 7:41:20.658662
- B/E: 106 / 195 , Gen_loss: -0.35726428 MI_loss: 21.696712 Detection error: 0.00988084077835083 time: 7:41:21.564603
- B/E: 107 / 195 , Gen_loss: -0.36225194 MI_loss: 21.960419 Detection error: 0.009882807731628418 time: 7:41:22.518807
- B/E: 108 / 195 , Gen_loss: -0.3545819 MI_loss: 21.530582 Detection error: 0.009885609149932861 time: 7:41:23.415262
- B/E: 109 / 195 , Gen_loss: -0.36679155 MI_loss: 22.297283 Detection error: 0.009882688522338867 time: 7:41:24.313501
- B/E: 110 / 195 , Gen_loss: -0.3653269 MI_loss: 22.11002 Detection error: 0.009877800941467285 time: 7:41:25.211287
- B/E: 111 / 195 , Gen_loss: -0.37039545 MI_loss: 22.423378 Detection error: 0.00987917184829712 time: 7:41:26.105940
- B/E: 112 / 195 , Gen_loss: -0.3704652 MI_loss: 22.350225 Detection error: 0.009875297546386719 time: 7:41:27.002132
- B/E: 113 / 195 , Gen_loss: -0.36209926 MI_loss: 22.103428 Detection error: 0.009884297847747803 time: 7:41:27.902708
- B/E: 114 / 195 , Gen_loss: -0.35734478 MI_loss: 21.693842 Detection error: 0.00988095998764038 time: 7:41:28.797917
- B/E: 115 / 195 , Gen_loss: -0.35401046 MI_loss: 21.421698 Detection error: 0.009877681732177734 time: 7:41:29.722896
- B/E: 116 / 195 , Gen_loss: -0.3543051 MI_loss: 21.41462 Detection error: 0.009877383708953857 time: 7:41:30.719166
- B/E: 117 / 195 , Gen_loss: -0.35539287 MI_loss: 21.53322 Detection error: 0.009879767894744873 time: 7:41:31.619703
- B/E: 118 / 195 , Gen_loss: -0.35673988 MI_loss: 21.58989 Detection error: 0.009871602058410645 time: 7:41:32.519503
- B/E: 119 / 195 , Gen_loss: -0.35526407 MI_loss: 21.560871 Detection error: 0.009872138500213623 time: 7:41:33.422392
- B/E: 120 / 195 , Gen_loss: -0.35768682 MI_loss: 21.657507 Detection error: 0.009868264198303223 time: 7:41:34.331664
- B/E: 121 / 195 , Gen_loss: -0.3531921 MI_loss: 21.519588 Detection error: 0.009873449802398682 time: 7:41:35.232887
- B/E: 122 / 195 , Gen_loss: -0.35479078 MI_loss: 21.50386 Detection error: 0.0098610520362854 time: 7:41:36.140610
- B/E: 123 / 195 , Gen_loss: -0.3555223 MI_loss: 21.61687 Detection error: 0.009856581687927246 time: 7:41:37.043171
- B/E: 124 / 195 , Gen_loss: -0.34948087 MI_loss: 21.128542 Detection error: 0.009859740734100342 time: 7:41:37.944564
- B/E: 125 / 195 , Gen_loss: -0.3627538 MI_loss: 22.082745 Detection error: 0.009859144687652588 time: 7:41:38.815302
- B/E: 126 / 195 , Gen_loss: -0.35360837 MI_loss: 21.453445 Detection error: 0.009865403175354004 time: 7:41:39.708250
- B/E: 127 / 195 , Gen_loss: -0.35532793 MI_loss: 21.480204 Detection error: 0.009866952896118164 time: 7:41:40.626987
- B/E: 128 / 195 , Gen_loss: -0.37059128 MI_loss: 22.42929 Detection error: 0.009867727756500244 time: 7:41:41.524543
- B/E: 129 / 195 , Gen_loss: -0.35770646 MI_loss: 21.844048 Detection error: 0.009875953197479248 time: 7:41:42.419279
- B/E: 130 / 195 , Gen_loss: -0.36452168 MI_loss: 22.009825 Detection error: 0.009883344173431396 time: 7:41:43.318386
- B/E: 131 / 195 , Gen_loss: -0.3545103 MI_loss: 21.4727 Detection error: 0.009886384010314941 time: 7:41:44.214688
- B/E: 132 / 195 , Gen_loss: -0.36587209 MI_loss: 22.070568 Detection error: 0.009885311126708984 time: 7:41:45.195330
- B/E: 133 / 195 , Gen_loss: -0.3562174 MI_loss: 21.578884 Detection error: 0.009888291358947754 time: 7:41:46.094043
- B/E: 134 / 195 , Gen_loss: -0.36188856 MI_loss: 22.019865 Detection error: 0.009894192218780518 time: 7:41:46.992976
- B/E: 135 / 195 , Gen_loss: -0.37123007 MI_loss: 22.428438 Detection error: 0.009894073009490967 time: 7:41:47.887459
- B/E: 136 / 195 , Gen_loss: -0.3565504 MI_loss: 21.61436 Detection error: 0.00989687442779541 time: 7:41:48.786550
- B/E: 137 / 195 , Gen_loss: -0.35965976 MI_loss: 21.83312 Detection error: 0.009898126125335693 time: 7:41:49.682785
- B/E: 138 / 195 , Gen_loss: -0.35370648 MI_loss: 21.540323 Detection error: 0.00990307331085205 time: 7:41:50.579156
- B/E: 139 / 195 , Gen_loss: -0.35587633 MI_loss: 21.552216 Detection error: 0.00990760326385498 time: 7:41:51.477769
- B/E: 140 / 195 , Gen_loss: -0.3547955 MI_loss: 21.495867 Detection error: 0.009910047054290771 time: 7:41:52.402917
- B/E: 141 / 195 , Gen_loss: -0.36024293 MI_loss: 21.657398 Detection error: 0.009906232357025146 time: 7:41:53.301803
- B/E: 142 / 195 , Gen_loss: -0.35858345 MI_loss: 21.698397 Detection error: 0.009904086589813232 time: 7:41:54.196136
- B/E: 143 / 195 , Gen_loss: -0.35910404 MI_loss: 21.777575 Detection error: 0.009904086589813232 time: 7:41:55.100465
- B/E: 144 / 195 , Gen_loss: -0.358689 MI_loss: 21.67189 Detection error: 0.00991445779800415 time: 7:41:56.000131
- B/E: 145 / 195 , Gen_loss: -0.3560279 MI_loss: 21.533484 Detection error: 0.009916543960571289 time: 7:41:56.895185
- B/E: 146 / 195 , Gen_loss: -0.3531503 MI_loss: 21.301323 Detection error: 0.009922385215759277 time: 7:41:57.810112
- B/E: 147 / 195 , Gen_loss: -0.35224476 MI_loss: 21.354177 Detection error: 0.00992506742477417 time: 7:41:58.625777
- B/E: 148 / 195 , Gen_loss: -0.3611285 MI_loss: 21.919598 Detection error: 0.009927451610565186 time: 7:41:59.615375
- B/E: 149 / 195 , Gen_loss: -0.35942054 MI_loss: 21.746841 Detection error: 0.00993436574935913 time: 7:42:00.511051
-
- Test Loss: 10.251394 Test Error: 0.010733306407928467
- -----
- EPOCH: 196
- B/E: 0 / 196 , Gen_loss: -0.3554053 MI_loss: 21.453962 Detection error: 0.01078122854232788 time: 7:42:02.442909
- B/E: 1 / 196 , Gen_loss: -0.35215956 MI_loss: 21.32923 Detection error: 0.01012498140335083 time: 7:42:30.083429
- B/E: 2 / 196 , Gen_loss: -0.350717 MI_loss: 21.170162 Detection error: 0.009874999523162842 time: 7:42:31.004409
- B/E: 3 / 196 , Gen_loss: -0.361596 MI_loss: 21.987919 Detection error: 0.009718775749206543 time: 7:42:31.889927
- B/E: 4 / 196 , Gen_loss: -0.3578476 MI_loss: 21.735853 Detection error: 0.009837508201599121 time: 7:42:32.789839
- B/E: 5 / 196 , Gen_loss: -0.3558705 MI_loss: 21.676708 Detection error: 0.0098801851272583 time: 7:42:33.670604
- B/E: 6 / 196 , Gen_loss: -0.35476702 MI_loss: 21.631546 Detection error: 0.009959816932678223 time: 7:42:34.555907
- B/E: 7 / 196 , Gen_loss: -0.36552784 MI_loss: 22.071438 Detection error: 0.009960949420928955 time: 7:42:35.460789
- B/E: 8 / 196 , Gen_loss: -0.36473608 MI_loss: 22.07576 Detection error: 0.00991666316986084 time: 7:42:36.346202
- B/E: 9 / 196 , Gen_loss: -0.36371452 MI_loss: 21.906506 Detection error: 0.009815633296966553 time: 7:42:37.230047
- B/E: 10 / 196 , Gen_loss: -0.36447957 MI_loss: 22.188757 Detection error: 0.009872138500213623 time: 7:42:38.211586
- B/E: 11 / 196 , Gen_loss: -0.35971087 MI_loss: 21.56822 Detection error: 0.009908854961395264 time: 7:42:39.103278
- B/E: 12 / 196 , Gen_loss: -0.36715308 MI_loss: 22.16146 Detection error: 0.009975969791412354 time: 7:42:39.989626
- B/E: 13 / 196 , Gen_loss: -0.36300877 MI_loss: 21.831663 Detection error: 0.009964287281036377 time: 7:42:40.869863
- B/E: 14 / 196 , Gen_loss: -0.36071715 MI_loss: 21.85062 Detection error: 0.009952068328857422 time: 7:42:41.760130
- B/E: 15 / 196 , Gen_loss: -0.36444813 MI_loss: 21.990969 Detection error: 0.00991213321685791 time: 7:42:42.646901
- B/E: 16 / 196 , Gen_loss: -0.3643547 MI_loss: 22.000727 Detection error: 0.009897053241729736 time: 7:42:43.530568
- B/E: 17 / 196 , Gen_loss: -0.3458916 MI_loss: 20.90036 Detection error: 0.009887158870697021 time: 7:42:44.415567
- B/E: 18 / 196 , Gen_loss: -0.36217725 MI_loss: 22.086212 Detection error: 0.009853601455688477 time: 7:42:45.304468
- B/E: 19 / 196 , Gen_loss: -0.35460952 MI_loss: 21.564085 Detection error: 0.009854674339294434 time: 7:42:46.193819
- B/E: 20 / 196 , Gen_loss: -0.3606886 MI_loss: 21.828743 Detection error: 0.009867548942565918 time: 7:42:47.078509
- B/E: 21 / 196 , Gen_loss: -0.36136934 MI_loss: 21.978043 Detection error: 0.009887754917144775 time: 7:42:47.964059
- B/E: 22 / 196 , Gen_loss: -0.36133158 MI_loss: 21.649105 Detection error: 0.009880423545837402 time: 7:42:48.852784
- B/E: 23 / 196 , Gen_loss: -0.36207864 MI_loss: 21.7176 Detection error: 0.009865880012512207 time: 7:42:49.735776
- B/E: 24 / 196 , Gen_loss: -0.3603816 MI_loss: 21.71932 Detection error: 0.009857475757598877 time: 7:42:50.556099
- B/E: 25 / 196 , Gen_loss: -0.35653338 MI_loss: 21.604052 Detection error: 0.009877383708953857 time: 7:42:51.532636
- B/E: 26 / 196 , Gen_loss: -0.35363534 MI_loss: 21.53263 Detection error: 0.009939789772033691 time: 7:42:52.418132
- B/E: 27 / 196 , Gen_loss: -0.3670984 MI_loss: 22.239338 Detection error: 0.009948670864105225 time: 7:42:53.301857
- B/E: 28 / 196 , Gen_loss: -0.3634412 MI_loss: 21.905905 Detection error: 0.009946107864379883 time: 7:42:54.182666
- B/E: 29 / 196 , Gen_loss: -0.35329112 MI_loss: 21.540415 Detection error: 0.009965598583221436 time: 7:42:55.067410
- B/E: 30 / 196 , Gen_loss: -0.35558262 MI_loss: 21.439552 Detection error: 0.009937524795532227 time: 7:42:55.952176
- B/E: 31 / 196 , Gen_loss: -0.36562544 MI_loss: 22.138405 Detection error: 0.009910166263580322 time: 7:42:56.836986
- B/E: 32 / 196 , Gen_loss: -0.35785452 MI_loss: 21.652168 Detection error: 0.009938418865203857 time: 7:42:57.722634
- B/E: 33 / 196 , Gen_loss: -0.35222146 MI_loss: 21.261475 Detection error: 0.009906232357025146 time: 7:42:58.607092
- B/E: 34 / 196 , Gen_loss: -0.34834862 MI_loss: 21.037197 Detection error: 0.009904444217681885 time: 7:42:59.495555
- B/E: 35 / 196 , Gen_loss: -0.35846668 MI_loss: 21.769798 Detection error: 0.009893238544464111 time: 7:43:00.378821
- B/E: 36 / 196 , Gen_loss: -0.34301594 MI_loss: 20.772242 Detection error: 0.009889364242553711 time: 7:43:01.258645
- B/E: 37 / 196 , Gen_loss: -0.3564973 MI_loss: 21.469135 Detection error: 0.009898006916046143 time: 7:43:02.073887
- B/E: 38 / 196 , Gen_loss: -0.35752147 MI_loss: 21.720785 Detection error: 0.009911060333251953 time: 7:43:02.848784
- B/E: 39 / 196 , Gen_loss: -0.36082393 MI_loss: 21.816313 Detection error: 0.00989919900894165 time: 7:43:03.720144
- B/E: 40 / 196 , Gen_loss: -0.34961265 MI_loss: 21.223904 Detection error: 0.009903192520141602 time: 7:43:04.614117
- B/E: 41 / 196 , Gen_loss: -0.36611715 MI_loss: 22.19802 Detection error: 0.009892880916595459 time: 7:43:05.584074
- B/E: 42 / 196 , Gen_loss: -0.3668377 MI_loss: 22.236704 Detection error: 0.009889543056488037 time: 7:43:06.472100
- B/E: 43 / 196 , Gen_loss: -0.3688376 MI_loss: 22.211176 Detection error: 0.009882807731628418 time: 7:43:07.358721
- B/E: 44 / 196 , Gen_loss: -0.35168752 MI_loss: 21.455887 Detection error: 0.009899318218231201 time: 7:43:08.194591
- B/E: 45 / 196 , Gen_loss: -0.3622808 MI_loss: 21.949604 Detection error: 0.009898781776428223 time: 7:43:09.010610
- B/E: 46 / 196 , Gen_loss: -0.36273575 MI_loss: 21.9673 Detection error: 0.009914875030517578 time: 7:43:09.907748
- B/E: 47 / 196 , Gen_loss: -0.36020255 MI_loss: 21.71262 Detection error: 0.00991731882095337 time: 7:43:10.790342
- B/E: 48 / 196 , Gen_loss: -0.35634202 MI_loss: 21.65893 Detection error: 0.009934306144714355 time: 7:43:11.684226
- B/E: 49 / 196 , Gen_loss: -0.36598527 MI_loss: 22.041542 Detection error: 0.009940624237060547 time: 7:43:12.565571
- B/E: 50 / 196 , Gen_loss: -0.36566868 MI_loss: 22.230211 Detection error: 0.009941160678863525 time: 7:43:13.451881
- B/E: 51 / 196 , Gen_loss: -0.3574171 MI_loss: 21.826378 Detection error: 0.009951949119567871 time: 7:43:14.398940
- B/E: 52 / 196 , Gen_loss: -0.35300988 MI_loss: 21.23539 Detection error: 0.009956955909729004 time: 7:43:15.278932
- B/E: 53 / 196 , Gen_loss: -0.36832252 MI_loss: 22.226173 Detection error: 0.009967565536499023 time: 7:43:16.161103
- B/E: 54 / 196 , Gen_loss: -0.35482442 MI_loss: 21.486689 Detection error: 0.009976685047149658 time: 7:43:17.053358
- B/E: 55 / 196 , Gen_loss: -0.36274326 MI_loss: 21.937347 Detection error: 0.009950339794158936 time: 7:43:17.940871
- B/E: 56 / 196 , Gen_loss: -0.3580588 MI_loss: 21.586035 Detection error: 0.009938597679138184 time: 7:43:18.823010
- B/E: 57 / 196 , Gen_loss: -0.35729212 MI_loss: 21.568056 Detection error: 0.009933173656463623 time: 7:43:19.798588
- B/E: 58 / 196 , Gen_loss: -0.35914555 MI_loss: 21.765165 Detection error: 0.009924232959747314 time: 7:43:20.678899
- B/E: 59 / 196 , Gen_loss: -0.35777244 MI_loss: 21.720673 Detection error: 0.009949982166290283 time: 7:43:21.561876
- B/E: 60 / 196 , Gen_loss: -0.35736987 MI_loss: 21.496265 Detection error: 0.00993955135345459 time: 7:43:22.445495
- B/E: 61 / 196 , Gen_loss: -0.34766483 MI_loss: 21.048975 Detection error: 0.009945034980773926 time: 7:43:23.331020
- B/E: 62 / 196 , Gen_loss: -0.3557796 MI_loss: 21.558172 Detection error: 0.009947419166564941 time: 7:43:24.214577
- B/E: 63 / 196 , Gen_loss: -0.35676417 MI_loss: 21.667656 Detection error: 0.009944796562194824 time: 7:43:25.096592
- B/E: 64 / 196 , Gen_loss: -0.37150052 MI_loss: 22.413288 Detection error: 0.009941816329956055 time: 7:43:25.981231
- B/E: 65 / 196 , Gen_loss: -0.35990712 MI_loss: 21.782063 Detection error: 0.009938418865203857 time: 7:43:26.864590
- B/E: 66 / 196 , Gen_loss: -0.36687803 MI_loss: 22.166622 Detection error: 0.00993889570236206 time: 7:43:27.750059
- B/E: 67 / 196 , Gen_loss: -0.36304703 MI_loss: 22.024813 Detection error: 0.009926915168762207 time: 7:43:28.637541
- B/E: 68 / 196 , Gen_loss: -0.35465315 MI_loss: 21.56383 Detection error: 0.00993567705154419 time: 7:43:29.525599
- B/E: 69 / 196 , Gen_loss: -0.37296546 MI_loss: 22.631079 Detection error: 0.00994330644607544 time: 7:43:30.410118
- B/E: 70 / 196 , Gen_loss: -0.36467555 MI_loss: 22.187033 Detection error: 0.009941458702087402 time: 7:43:31.302819
- B/E: 71 / 196 , Gen_loss: -0.34777802 MI_loss: 20.847277 Detection error: 0.009940564632415771 time: 7:43:32.186615
- B/E: 72 / 196 , Gen_loss: -0.37425387 MI_loss: 22.599985 Detection error: 0.009938359260559082 time: 7:43:33.073860
- B/E: 73 / 196 , Gen_loss: -0.3606035 MI_loss: 22.022402 Detection error: 0.009931564331054688 time: 7:43:34.042357
- B/E: 74 / 196 , Gen_loss: -0.36466548 MI_loss: 22.305561 Detection error: 0.009936690330505371 time: 7:43:34.924941
- B/E: 75 / 196 , Gen_loss: -0.35883102 MI_loss: 21.766703 Detection error: 0.009931743144989014 time: 7:43:35.816740
- B/E: 76 / 196 , Gen_loss: -0.34607562 MI_loss: 21.160378 Detection error: 0.009926974773406982 time: 7:43:36.705871
- B/E: 77 / 196 , Gen_loss: -0.36039194 MI_loss: 21.826515 Detection error: 0.00992506742477417 time: 7:43:37.544954
- B/E: 78 / 196 , Gen_loss: -0.35359085 MI_loss: 21.414606 Detection error: 0.00992286205291748 time: 7:43:38.408037
- B/E: 79 / 196 , Gen_loss: -0.35943648 MI_loss: 21.750364 Detection error: 0.00993049144744873 time: 7:43:39.240798
- B/E: 80 / 196 , Gen_loss: -0.35033497 MI_loss: 21.287851 Detection error: 0.009942889213562012 time: 7:43:40.015710
- B/E: 81 / 196 , Gen_loss: -0.3640781 MI_loss: 22.097967 Detection error: 0.009937107563018799 time: 7:43:40.787879
- B/E: 82 / 196 , Gen_loss: -0.36014667 MI_loss: 21.752174 Detection error: 0.009933710098266602 time: 7:43:41.580022
- B/E: 83 / 196 , Gen_loss: -0.36881846 MI_loss: 22.25004 Detection error: 0.009938597679138184 time: 7:43:42.407694
- B/E: 84 / 196 , Gen_loss: -0.36670312 MI_loss: 22.247393 Detection error: 0.00993126630783081 time: 7:43:43.283968
- B/E: 85 / 196 , Gen_loss: -0.36631578 MI_loss: 22.025997 Detection error: 0.009911000728607178 time: 7:43:44.166758
- B/E: 86 / 196 , Gen_loss: -0.3629438 MI_loss: 21.896748 Detection error: 0.009905517101287842 time: 7:43:45.056963
- B/E: 87 / 196 , Gen_loss: -0.36144918 MI_loss: 21.992855 Detection error: 0.009899139404296875 time: 7:43:45.940392
- B/E: 88 / 196 , Gen_loss: -0.3526723 MI_loss: 21.393057 Detection error: 0.009887635707855225 time: 7:43:46.830800
- B/E: 89 / 196 , Gen_loss: -0.35676348 MI_loss: 21.855852 Detection error: 0.009898602962493896 time: 7:43:47.816319
- B/E: 90 / 196 , Gen_loss: -0.35336763 MI_loss: 21.354782 Detection error: 0.009898722171783447 time: 7:43:48.739751
- B/E: 91 / 196 , Gen_loss: -0.355331 MI_loss: 21.49654 Detection error: 0.009905219078063965 time: 7:43:49.624041
- B/E: 92 / 196 , Gen_loss: -0.35763633 MI_loss: 21.684988 Detection error: 0.009890139102935791 time: 7:43:50.508875
- B/E: 93 / 196 , Gen_loss: -0.35744977 MI_loss: 21.78773 Detection error: 0.009887635707855225 time: 7:43:51.401305
- B/E: 94 / 196 , Gen_loss: -0.36081618 MI_loss: 22.041424 Detection error: 0.009903967380523682 time: 7:43:52.287915
- B/E: 95 / 196 , Gen_loss: -0.3547035 MI_loss: 21.555021 Detection error: 0.0099104642868042 time: 7:43:53.169690
- B/E: 96 / 196 , Gen_loss: -0.36316139 MI_loss: 21.86439 Detection error: 0.009906232357025146 time: 7:43:54.074888
- B/E: 97 / 196 , Gen_loss: -0.36874032 MI_loss: 22.419977 Detection error: 0.009902417659759521 time: 7:43:54.965319
- B/E: 98 / 196 , Gen_loss: -0.34353593 MI_loss: 20.575926 Detection error: 0.009892046451568604 time: 7:43:55.850284
- B/E: 99 / 196 , Gen_loss: -0.3662448 MI_loss: 22.209791 Detection error: 0.00989001989364624 time: 7:43:56.740332
- B/E: 100 / 196 , Gen_loss: -0.36760736 MI_loss: 22.32607 Detection error: 0.009889841079711914 time: 7:43:57.627043
- B/E: 101 / 196 , Gen_loss: -0.35745943 MI_loss: 21.804451 Detection error: 0.009894907474517822 time: 7:43:58.514531
- B/E: 102 / 196 , Gen_loss: -0.35430798 MI_loss: 21.423214 Detection error: 0.00989443063735962 time: 7:43:59.397262
- B/E: 103 / 196 , Gen_loss: -0.36576924 MI_loss: 22.258314 Detection error: 0.009892106056213379 time: 7:44:00.284915
- B/E: 104 / 196 , Gen_loss: -0.36558077 MI_loss: 22.120892 Detection error: 0.009894371032714844 time: 7:44:01.170151
- B/E: 105 / 196 , Gen_loss: -0.36308956 MI_loss: 21.961958 Detection error: 0.009888827800750732 time: 7:44:02.120022
- B/E: 106 / 196 , Gen_loss: -0.35891378 MI_loss: 21.740347 Detection error: 0.009896337985992432 time: 7:44:02.996840
- B/E: 107 / 196 , Gen_loss: -0.3634969 MI_loss: 22.022457 Detection error: 0.009897589683532715 time: 7:44:03.872173
- B/E: 108 / 196 , Gen_loss: -0.3631241 MI_loss: 22.03141 Detection error: 0.009897351264953613 time: 7:44:04.660599
- B/E: 109 / 196 , Gen_loss: -0.3660459 MI_loss: 22.30331 Detection error: 0.009900569915771484 time: 7:44:05.535138
- B/E: 110 / 196 , Gen_loss: -0.36393434 MI_loss: 21.940413 Detection error: 0.009889364242553711 time: 7:44:06.422187
- B/E: 111 / 196 , Gen_loss: -0.37019894 MI_loss: 22.570255 Detection error: 0.009888648986816406 time: 7:44:07.304304
- B/E: 112 / 196 , Gen_loss: -0.35972053 MI_loss: 21.783743 Detection error: 0.009891033172607422 time: 7:44:08.192876
- B/E: 113 / 196 , Gen_loss: -0.3539598 MI_loss: 21.645325 Detection error: 0.009896397590637207 time: 7:44:09.089022
- B/E: 114 / 196 , Gen_loss: -0.36584735 MI_loss: 22.217335 Detection error: 0.00989675521850586 time: 7:44:09.935508
- B/E: 115 / 196 , Gen_loss: -0.36149916 MI_loss: 21.827354 Detection error: 0.009892761707305908 time: 7:44:10.773204
- B/E: 116 / 196 , Gen_loss: -0.36344433 MI_loss: 22.110014 Detection error: 0.009894251823425293 time: 7:44:11.658071
- B/E: 117 / 196 , Gen_loss: -0.3527929 MI_loss: 21.635536 Detection error: 0.009893298149108887 time: 7:44:12.543918
- B/E: 118 / 196 , Gen_loss: -0.3646801 MI_loss: 21.839466 Detection error: 0.00988471508026123 time: 7:44:13.434757
- B/E: 119 / 196 , Gen_loss: -0.369346 MI_loss: 22.243198 Detection error: 0.009882032871246338 time: 7:44:14.322576
- B/E: 120 / 196 , Gen_loss: -0.35467684 MI_loss: 21.625757 Detection error: 0.009884297847747803 time: 7:44:15.226171
- B/E: 121 / 196 , Gen_loss: -0.3613072 MI_loss: 21.899296 Detection error: 0.00988680124282837 time: 7:44:16.197837
- B/E: 122 / 196 , Gen_loss: -0.3569077 MI_loss: 21.41617 Detection error: 0.009879052639007568 time: 7:44:17.088320
- B/E: 123 / 196 , Gen_loss: -0.35545912 MI_loss: 21.496181 Detection error: 0.00987398624420166 time: 7:44:17.982212
- B/E: 124 / 196 , Gen_loss: -0.35200182 MI_loss: 21.547123 Detection error: 0.009873509407043457 time: 7:44:18.870422
- B/E: 125 / 196 , Gen_loss: -0.3605963 MI_loss: 21.751986 Detection error: 0.009873270988464355 time: 7:44:19.777640
- B/E: 126 / 196 , Gen_loss: -0.35829112 MI_loss: 21.777325 Detection error: 0.009880661964416504 time: 7:44:20.662994
- B/E: 127 / 196 , Gen_loss: -0.3597701 MI_loss: 21.931896 Detection error: 0.009880363941192627 time: 7:44:21.551496
- B/E: 128 / 196 , Gen_loss: -0.35976008 MI_loss: 21.895725 Detection error: 0.009886622428894043 time: 7:44:22.435793
- B/E: 129 / 196 , Gen_loss: -0.36734015 MI_loss: 22.354942 Detection error: 0.009894013404846191 time: 7:44:23.278210
- B/E: 130 / 196 , Gen_loss: -0.36073592 MI_loss: 21.763645 Detection error: 0.009898126125335693 time: 7:44:24.183604
- B/E: 131 / 196 , Gen_loss: -0.36097538 MI_loss: 21.85775 Detection error: 0.009902477264404297 time: 7:44:25.065279
- B/E: 132 / 196 , Gen_loss: -0.36245075 MI_loss: 21.913458 Detection error: 0.009897291660308838 time: 7:44:25.943733
- B/E: 133 / 196 , Gen_loss: -0.3572426 MI_loss: 21.728561 Detection error: 0.00990206003189087 time: 7:44:26.839949
- B/E: 134 / 196 , Gen_loss: -0.36072755 MI_loss: 21.909966 Detection error: 0.009905815124511719 time: 7:44:27.733230
- B/E: 135 / 196 , Gen_loss: -0.3622369 MI_loss: 21.99881 Detection error: 0.00990968942642212 time: 7:44:28.616036
- B/E: 136 / 196 , Gen_loss: -0.3468469 MI_loss: 21.028511 Detection error: 0.00991123914718628 time: 7:44:29.494155
- B/E: 137 / 196 , Gen_loss: -0.35987243 MI_loss: 21.758282 Detection error: 0.009913504123687744 time: 7:44:30.467705
- B/E: 138 / 196 , Gen_loss: -0.35628438 MI_loss: 21.712166 Detection error: 0.009917259216308594 time: 7:44:31.382161
- B/E: 139 / 196 , Gen_loss: -0.36794454 MI_loss: 22.332 Detection error: 0.009921848773956299 time: 7:44:32.268103
- B/E: 140 / 196 , Gen_loss: -0.3552038 MI_loss: 21.593342 Detection error: 0.009923756122589111 time: 7:44:33.175394
- B/E: 141 / 196 , Gen_loss: -0.3635391 MI_loss: 21.990232 Detection error: 0.009920358657836914 time: 7:44:34.064166
- B/E: 142 / 196 , Gen_loss: -0.36471054 MI_loss: 22.128447 Detection error: 0.009922623634338379 time: 7:44:34.951336
- B/E: 143 / 196 , Gen_loss: -0.36037302 MI_loss: 21.707838 Detection error: 0.009919047355651855 time: 7:44:35.844360
- B/E: 144 / 196 , Gen_loss: -0.3488764 MI_loss: 21.101686 Detection error: 0.009924769401550293 time: 7:44:36.729539
- B/E: 145 / 196 , Gen_loss: -0.35880995 MI_loss: 21.640823 Detection error: 0.009931743144989014 time: 7:44:37.614150
- B/E: 146 / 196 , Gen_loss: -0.3508196 MI_loss: 21.282995 Detection error: 0.009933054447174072 time: 7:44:38.470660
- B/E: 147 / 196 , Gen_loss: -0.3527411 MI_loss: 21.46848 Detection error: 0.009940862655639648 time: 7:44:39.245424
- B/E: 148 / 196 , Gen_loss: -0.3574243 MI_loss: 21.686993 Detection error: 0.009944021701812744 time: 7:44:40.018685
- B/E: 149 / 196 , Gen_loss: -0.36524865 MI_loss: 22.183407 Detection error: 0.009946227073669434 time: 7:44:40.885763
-
- Test Loss: 10.255023 Test Error: 0.01078331470489502
- -----
- EPOCH: 197
- B/E: 0 / 197 , Gen_loss: -0.3558855 MI_loss: 21.561264 Detection error: 0.010656237602233887 time: 7:44:42.843775
- B/E: 1 / 197 , Gen_loss: -0.36131573 MI_loss: 21.93054 Detection error: 0.010203123092651367 time: 7:45:10.130831
- B/E: 2 / 197 , Gen_loss: -0.34738526 MI_loss: 20.9289 Detection error: 0.009833335876464844 time: 7:45:11.161912
- B/E: 3 / 197 , Gen_loss: -0.36414 MI_loss: 22.03135 Detection error: 0.009703099727630615 time: 7:45:12.000271
- B/E: 4 / 197 , Gen_loss: -0.35837257 MI_loss: 21.683632 Detection error: 0.00976252555847168 time: 7:45:12.855332
- B/E: 5 / 197 , Gen_loss: -0.35907522 MI_loss: 21.874321 Detection error: 0.009833335876464844 time: 7:45:13.760399
- B/E: 6 / 197 , Gen_loss: -0.36281028 MI_loss: 22.02254 Detection error: 0.009866058826446533 time: 7:45:14.638791
- B/E: 7 / 197 , Gen_loss: -0.34809843 MI_loss: 21.101616 Detection error: 0.00989454984664917 time: 7:45:15.520562
- B/E: 8 / 197 , Gen_loss: -0.35392746 MI_loss: 21.526056 Detection error: 0.009868025779724121 time: 7:45:16.400767
- B/E: 9 / 197 , Gen_loss: -0.36154622 MI_loss: 21.774115 Detection error: 0.009834349155426025 time: 7:45:17.284519
- B/E: 10 / 197 , Gen_loss: -0.35852247 MI_loss: 21.783463 Detection error: 0.0098380446434021 time: 7:45:18.162487
- B/E: 11 / 197 , Gen_loss: -0.34937376 MI_loss: 21.383764 Detection error: 0.009906232357025146 time: 7:45:19.045549
- B/E: 12 / 197 , Gen_loss: -0.36753517 MI_loss: 22.254503 Detection error: 0.009937524795532227 time: 7:45:19.941132
- B/E: 13 / 197 , Gen_loss: -0.35690686 MI_loss: 21.71459 Detection error: 0.00997096300125122 time: 7:45:20.821150
- B/E: 14 / 197 , Gen_loss: -0.36188474 MI_loss: 21.923485 Detection error: 0.009929180145263672 time: 7:45:21.702330
- B/E: 15 / 197 , Gen_loss: -0.36054718 MI_loss: 21.944332 Detection error: 0.009917974472045898 time: 7:45:22.505055
- B/E: 16 / 197 , Gen_loss: -0.35921615 MI_loss: 21.71628 Detection error: 0.0098915696144104 time: 7:45:23.365668
- B/E: 17 / 197 , Gen_loss: -0.36687517 MI_loss: 22.279835 Detection error: 0.009868025779724121 time: 7:45:24.247614
- B/E: 18 / 197 , Gen_loss: -0.347019 MI_loss: 21.034317 Detection error: 0.009815812110900879 time: 7:45:25.207697
- B/E: 19 / 197 , Gen_loss: -0.35495695 MI_loss: 21.69091 Detection error: 0.009820342063903809 time: 7:45:26.095614
- B/E: 20 / 197 , Gen_loss: -0.35972095 MI_loss: 21.855673 Detection error: 0.009863078594207764 time: 7:45:26.982112
- B/E: 21 / 197 , Gen_loss: -0.35313833 MI_loss: 21.403034 Detection error: 0.009874999523162842 time: 7:45:27.869422
- B/E: 22 / 197 , Gen_loss: -0.3549989 MI_loss: 21.442703 Detection error: 0.00984102487564087 time: 7:45:28.757920
- B/E: 23 / 197 , Gen_loss: -0.35771215 MI_loss: 21.606543 Detection error: 0.009847640991210938 time: 7:45:29.642675
- B/E: 24 / 197 , Gen_loss: -0.35289752 MI_loss: 21.339218 Detection error: 0.00984501838684082 time: 7:45:30.525485
- B/E: 25 / 197 , Gen_loss: -0.36389565 MI_loss: 21.978498 Detection error: 0.009844958782196045 time: 7:45:31.412453
- B/E: 26 / 197 , Gen_loss: -0.3485419 MI_loss: 21.32529 Detection error: 0.0099143385887146 time: 7:45:32.300624
- B/E: 27 / 197 , Gen_loss: -0.36185116 MI_loss: 21.939524 Detection error: 0.009926319122314453 time: 7:45:33.181325
- B/E: 28 / 197 , Gen_loss: -0.36107957 MI_loss: 21.93568 Detection error: 0.009935319423675537 time: 7:45:34.064822
- B/E: 29 / 197 , Gen_loss: -0.35319743 MI_loss: 21.433697 Detection error: 0.009947896003723145 time: 7:45:34.951379
- B/E: 30 / 197 , Gen_loss: -0.34781665 MI_loss: 21.104397 Detection error: 0.009936511516571045 time: 7:45:35.835812
- B/E: 31 / 197 , Gen_loss: -0.35469818 MI_loss: 21.436615 Detection error: 0.009914040565490723 time: 7:45:36.802510
- B/E: 32 / 197 , Gen_loss: -0.35727978 MI_loss: 21.779463 Detection error: 0.009922325611114502 time: 7:45:37.685202
- B/E: 33 / 197 , Gen_loss: -0.36196005 MI_loss: 21.80569 Detection error: 0.009896159172058105 time: 7:45:38.577868
- B/E: 34 / 197 , Gen_loss: -0.3470395 MI_loss: 21.131645 Detection error: 0.009888410568237305 time: 7:45:39.465498
- B/E: 35 / 197 , Gen_loss: -0.36090484 MI_loss: 21.97952 Detection error: 0.009877622127532959 time: 7:45:40.349486
- B/E: 36 / 197 , Gen_loss: -0.3612024 MI_loss: 21.960846 Detection error: 0.009881734848022461 time: 7:45:41.239259
- B/E: 37 / 197 , Gen_loss: -0.36340716 MI_loss: 22.008171 Detection error: 0.009871721267700195 time: 7:45:42.123843
- B/E: 38 / 197 , Gen_loss: -0.34482425 MI_loss: 21.006504 Detection error: 0.00990307331085205 time: 7:45:43.008822
- B/E: 39 / 197 , Gen_loss: -0.36741573 MI_loss: 22.11036 Detection error: 0.009886741638183594 time: 7:45:43.915515
- B/E: 40 / 197 , Gen_loss: -0.36153987 MI_loss: 21.924997 Detection error: 0.009881854057312012 time: 7:45:44.795542
- B/E: 41 / 197 , Gen_loss: -0.3527186 MI_loss: 21.339914 Detection error: 0.00988095998764038 time: 7:45:45.684643
- B/E: 42 / 197 , Gen_loss: -0.35661167 MI_loss: 21.554525 Detection error: 0.009874999523162842 time: 7:45:46.583067
- B/E: 43 / 197 , Gen_loss: -0.35402483 MI_loss: 21.363724 Detection error: 0.009880661964416504 time: 7:45:47.467735
- B/E: 44 / 197 , Gen_loss: -0.35400233 MI_loss: 21.489948 Detection error: 0.009885430335998535 time: 7:45:48.353748
- B/E: 45 / 197 , Gen_loss: -0.36032096 MI_loss: 21.731674 Detection error: 0.009894728660583496 time: 7:45:49.240076
- B/E: 46 / 197 , Gen_loss: -0.34822205 MI_loss: 21.062328 Detection error: 0.009900271892547607 time: 7:45:50.149154
- B/E: 47 / 197 , Gen_loss: -0.3607608 MI_loss: 21.876026 Detection error: 0.009896457195281982 time: 7:45:51.037141
- B/E: 48 / 197 , Gen_loss: -0.35783494 MI_loss: 21.77314 Detection error: 0.009918391704559326 time: 7:45:52.033267
- B/E: 49 / 197 , Gen_loss: -0.3565218 MI_loss: 21.606394 Detection error: 0.009922504425048828 time: 7:45:52.925738
- B/E: 50 / 197 , Gen_loss: -0.36267683 MI_loss: 22.103611 Detection error: 0.009931385517120361 time: 7:45:53.812509
- B/E: 51 / 197 , Gen_loss: -0.35289407 MI_loss: 21.408037 Detection error: 0.009936928749084473 time: 7:45:54.695249
- B/E: 52 / 197 , Gen_loss: -0.36218515 MI_loss: 21.922094 Detection error: 0.009935140609741211 time: 7:45:55.581368
- B/E: 53 / 197 , Gen_loss: -0.3670829 MI_loss: 22.148684 Detection error: 0.009965837001800537 time: 7:45:56.440449
- B/E: 54 / 197 , Gen_loss: -0.35945722 MI_loss: 21.778889 Detection error: 0.009957373142242432 time: 7:45:57.270590
- B/E: 55 / 197 , Gen_loss: -0.3609863 MI_loss: 22.033003 Detection error: 0.009936392307281494 time: 7:45:58.151873
- B/E: 56 / 197 , Gen_loss: -0.3534526 MI_loss: 21.326342 Detection error: 0.009917199611663818 time: 7:45:59.038942
- B/E: 57 / 197 , Gen_loss: -0.3496829 MI_loss: 21.081997 Detection error: 0.009912729263305664 time: 7:45:59.925579
- B/E: 58 / 197 , Gen_loss: -0.36049166 MI_loss: 21.820618 Detection error: 0.009897768497467041 time: 7:46:00.788567
- B/E: 59 / 197 , Gen_loss: -0.35492373 MI_loss: 21.555614 Detection error: 0.009912490844726562 time: 7:46:01.651082
- B/E: 60 / 197 , Gen_loss: -0.36528453 MI_loss: 22.129948 Detection error: 0.009912371635437012 time: 7:46:02.536406
- B/E: 61 / 197 , Gen_loss: -0.35082096 MI_loss: 21.264038 Detection error: 0.009907245635986328 time: 7:46:03.414843
- B/E: 62 / 197 , Gen_loss: -0.35296535 MI_loss: 21.42785 Detection error: 0.009921133518218994 time: 7:46:04.300718
- B/E: 63 / 197 , Gen_loss: -0.36174825 MI_loss: 21.913363 Detection error: 0.009920895099639893 time: 7:46:05.270547
- B/E: 64 / 197 , Gen_loss: -0.35548624 MI_loss: 21.568922 Detection error: 0.009915411472320557 time: 7:46:06.158653
- B/E: 65 / 197 , Gen_loss: -0.35790005 MI_loss: 21.614742 Detection error: 0.009919047355651855 time: 7:46:07.042516
- B/E: 66 / 197 , Gen_loss: -0.38157856 MI_loss: 23.193096 Detection error: 0.009916067123413086 time: 7:46:07.924782
- B/E: 67 / 197 , Gen_loss: -0.36769372 MI_loss: 22.26527 Detection error: 0.009914994239807129 time: 7:46:08.811340
- B/E: 68 / 197 , Gen_loss: -0.35785997 MI_loss: 21.61697 Detection error: 0.009916186332702637 time: 7:46:09.693451
- B/E: 69 / 197 , Gen_loss: -0.36118704 MI_loss: 21.943554 Detection error: 0.009932160377502441 time: 7:46:10.572227
- B/E: 70 / 197 , Gen_loss: -0.3630021 MI_loss: 21.953777 Detection error: 0.009915947914123535 time: 7:46:11.461036
- B/E: 71 / 197 , Gen_loss: -0.35454932 MI_loss: 21.612839 Detection error: 0.009924471378326416 time: 7:46:12.349109
- B/E: 72 / 197 , Gen_loss: -0.35920292 MI_loss: 21.7704 Detection error: 0.009913504123687744 time: 7:46:13.231656
- B/E: 73 / 197 , Gen_loss: -0.3492917 MI_loss: 21.222742 Detection error: 0.009913861751556396 time: 7:46:14.118019
- B/E: 74 / 197 , Gen_loss: -0.3579188 MI_loss: 21.650278 Detection error: 0.00990915298461914 time: 7:46:15.004308
- B/E: 75 / 197 , Gen_loss: -0.3535551 MI_loss: 21.425327 Detection error: 0.009905397891998291 time: 7:46:15.886790
- B/E: 76 / 197 , Gen_loss: -0.35452452 MI_loss: 21.510311 Detection error: 0.009906649589538574 time: 7:46:16.769415
- B/E: 77 / 197 , Gen_loss: -0.36260906 MI_loss: 21.928854 Detection error: 0.009910643100738525 time: 7:46:17.655516
- B/E: 78 / 197 , Gen_loss: -0.36585075 MI_loss: 22.04912 Detection error: 0.009907841682434082 time: 7:46:18.539123
- B/E: 79 / 197 , Gen_loss: -0.34938082 MI_loss: 21.066072 Detection error: 0.009917199611663818 time: 7:46:19.499015
- B/E: 80 / 197 , Gen_loss: -0.35755438 MI_loss: 21.645136 Detection error: 0.009925544261932373 time: 7:46:20.387073
- B/E: 81 / 197 , Gen_loss: -0.3554963 MI_loss: 21.374046 Detection error: 0.009916901588439941 time: 7:46:21.271871
- B/E: 82 / 197 , Gen_loss: -0.36223325 MI_loss: 22.018204 Detection error: 0.00991678237915039 time: 7:46:22.161041
- B/E: 83 / 197 , Gen_loss: -0.36525157 MI_loss: 21.98941 Detection error: 0.009915947914123535 time: 7:46:23.065688
- B/E: 84 / 197 , Gen_loss: -0.35402554 MI_loss: 21.62151 Detection error: 0.009913623332977295 time: 7:46:23.917080
- B/E: 85 / 197 , Gen_loss: -0.35552874 MI_loss: 21.410685 Detection error: 0.009894251823425293 time: 7:46:24.816463
- B/E: 86 / 197 , Gen_loss: -0.36116153 MI_loss: 21.77214 Detection error: 0.009891510009765625 time: 7:46:25.706771
- B/E: 87 / 197 , Gen_loss: -0.34379908 MI_loss: 20.72282 Detection error: 0.009879589080810547 time: 7:46:26.587859
- B/E: 88 / 197 , Gen_loss: -0.35894892 MI_loss: 21.877405 Detection error: 0.009871840476989746 time: 7:46:27.471010
- B/E: 89 / 197 , Gen_loss: -0.35964555 MI_loss: 21.930336 Detection error: 0.009884357452392578 time: 7:46:28.352327
- B/E: 90 / 197 , Gen_loss: -0.36041468 MI_loss: 21.976242 Detection error: 0.009888410568237305 time: 7:46:29.257339
- B/E: 91 / 197 , Gen_loss: -0.36126393 MI_loss: 21.90046 Detection error: 0.009889602661132812 time: 7:46:30.135001
- B/E: 92 / 197 , Gen_loss: -0.34862354 MI_loss: 20.984617 Detection error: 0.009876370429992676 time: 7:46:31.025683
- B/E: 93 / 197 , Gen_loss: -0.36148956 MI_loss: 21.83582 Detection error: 0.009879648685455322 time: 7:46:31.906943
- B/E: 94 / 197 , Gen_loss: -0.3535549 MI_loss: 21.618011 Detection error: 0.009891092777252197 time: 7:46:32.793132
- B/E: 95 / 197 , Gen_loss: -0.36085328 MI_loss: 22.075794 Detection error: 0.009895861148834229 time: 7:46:33.775062
- B/E: 96 / 197 , Gen_loss: -0.35733414 MI_loss: 21.525871 Detection error: 0.009893357753753662 time: 7:46:34.658575
- B/E: 97 / 197 , Gen_loss: -0.3615603 MI_loss: 21.7411 Detection error: 0.009887456893920898 time: 7:46:35.548668
- B/E: 98 / 197 , Gen_loss: -0.3637454 MI_loss: 21.96693 Detection error: 0.009871840476989746 time: 7:46:36.437509
- B/E: 99 / 197 , Gen_loss: -0.35740343 MI_loss: 21.62989 Detection error: 0.009872496128082275 time: 7:46:37.318635
- B/E: 100 / 197 , Gen_loss: -0.35109675 MI_loss: 21.400196 Detection error: 0.009878993034362793 time: 7:46:38.208896
- B/E: 101 / 197 , Gen_loss: -0.35585305 MI_loss: 21.514645 Detection error: 0.009878396987915039 time: 7:46:39.091017
- B/E: 102 / 197 , Gen_loss: -0.35572138 MI_loss: 21.578556 Detection error: 0.009882867336273193 time: 7:46:39.971751
- B/E: 103 / 197 , Gen_loss: -0.3632404 MI_loss: 22.082382 Detection error: 0.009877383708953857 time: 7:46:40.852530
- B/E: 104 / 197 , Gen_loss: -0.36687803 MI_loss: 22.123112 Detection error: 0.00988304615020752 time: 7:46:41.744124
- B/E: 105 / 197 , Gen_loss: -0.360039 MI_loss: 21.744167 Detection error: 0.009879112243652344 time: 7:46:42.629577
- B/E: 106 / 197 , Gen_loss: -0.35757968 MI_loss: 21.665226 Detection error: 0.009882867336273193 time: 7:46:43.519015
- B/E: 107 / 197 , Gen_loss: -0.3589018 MI_loss: 21.904167 Detection error: 0.00988626480102539 time: 7:46:44.479592
- B/E: 108 / 197 , Gen_loss: -0.3545671 MI_loss: 21.386593 Detection error: 0.009888768196105957 time: 7:46:45.345835
- B/E: 109 / 197 , Gen_loss: -0.36061636 MI_loss: 21.954548 Detection error: 0.009890615940093994 time: 7:46:46.205579
- B/E: 110 / 197 , Gen_loss: -0.35728168 MI_loss: 21.420902 Detection error: 0.009878098964691162 time: 7:46:47.091058
- B/E: 111 / 197 , Gen_loss: -0.35024974 MI_loss: 21.329945 Detection error: 0.009877204895019531 time: 7:46:48.055326
- B/E: 112 / 197 , Gen_loss: -0.369755 MI_loss: 22.377354 Detection error: 0.009881377220153809 time: 7:46:48.942465
- B/E: 113 / 197 , Gen_loss: -0.36937824 MI_loss: 22.626999 Detection error: 0.009884059429168701 time: 7:46:49.828652
- B/E: 114 / 197 , Gen_loss: -0.35757533 MI_loss: 21.608246 Detection error: 0.009882092475891113 time: 7:46:50.715338
- B/E: 115 / 197 , Gen_loss: -0.35391188 MI_loss: 21.449038 Detection error: 0.009879827499389648 time: 7:46:51.595715
- B/E: 116 / 197 , Gen_loss: -0.35813314 MI_loss: 21.755829 Detection error: 0.009880363941192627 time: 7:46:52.481237
- B/E: 117 / 197 , Gen_loss: -0.35403025 MI_loss: 21.545925 Detection error: 0.009880304336547852 time: 7:46:53.371020
- B/E: 118 / 197 , Gen_loss: -0.35419494 MI_loss: 21.371124 Detection error: 0.009876072406768799 time: 7:46:54.253479
- B/E: 119 / 197 , Gen_loss: -0.35799155 MI_loss: 21.647034 Detection error: 0.009871602058410645 time: 7:46:55.145460
- B/E: 120 / 197 , Gen_loss: -0.3543636 MI_loss: 21.363688 Detection error: 0.009871125221252441 time: 7:46:56.034734
- B/E: 121 / 197 , Gen_loss: -0.3568489 MI_loss: 21.585007 Detection error: 0.009877562522888184 time: 7:46:56.921074
- B/E: 122 / 197 , Gen_loss: -0.35819408 MI_loss: 21.515093 Detection error: 0.00986713171005249 time: 7:46:57.803437
- B/E: 123 / 197 , Gen_loss: -0.36117995 MI_loss: 21.699854 Detection error: 0.009859859943389893 time: 7:46:58.693276
- B/E: 124 / 197 , Gen_loss: -0.36013 MI_loss: 21.92178 Detection error: 0.00986027717590332 time: 7:46:59.616432
- B/E: 125 / 197 , Gen_loss: -0.35660318 MI_loss: 21.720104 Detection error: 0.009857416152954102 time: 7:47:00.502564
- B/E: 126 / 197 , Gen_loss: -0.35567278 MI_loss: 21.711422 Detection error: 0.0098649263381958 time: 7:47:01.386236
- B/E: 127 / 197 , Gen_loss: -0.3595561 MI_loss: 21.925781 Detection error: 0.00986570119857788 time: 7:47:02.370529
- B/E: 128 / 197 , Gen_loss: -0.35694745 MI_loss: 21.592981 Detection error: 0.009868919849395752 time: 7:47:03.258193
- B/E: 129 / 197 , Gen_loss: -0.35375494 MI_loss: 21.384483 Detection error: 0.009874284267425537 time: 7:47:04.156709
- B/E: 130 / 197 , Gen_loss: -0.35692742 MI_loss: 21.645973 Detection error: 0.009884774684906006 time: 7:47:05.055024
- B/E: 131 / 197 , Gen_loss: -0.3612096 MI_loss: 21.879036 Detection error: 0.009886860847473145 time: 7:47:05.942136
- B/E: 132 / 197 , Gen_loss: -0.35259742 MI_loss: 21.339535 Detection error: 0.009882032871246338 time: 7:47:06.826616
- B/E: 133 / 197 , Gen_loss: -0.36316448 MI_loss: 22.012253 Detection error: 0.009889483451843262 time: 7:47:07.706561
- B/E: 134 / 197 , Gen_loss: -0.35635707 MI_loss: 21.649876 Detection error: 0.009895622730255127 time: 7:47:08.610725
- B/E: 135 / 197 , Gen_loss: -0.37065428 MI_loss: 22.413216 Detection error: 0.009896576404571533 time: 7:47:09.495063
- B/E: 136 / 197 , Gen_loss: -0.37127578 MI_loss: 22.496351 Detection error: 0.00989621877670288 time: 7:47:10.378014
- B/E: 137 / 197 , Gen_loss: -0.3501345 MI_loss: 21.278866 Detection error: 0.009902656078338623 time: 7:47:11.265660
- B/E: 138 / 197 , Gen_loss: -0.36370447 MI_loss: 22.013855 Detection error: 0.009904205799102783 time: 7:47:12.157273
- B/E: 139 / 197 , Gen_loss: -0.36585966 MI_loss: 22.107199 Detection error: 0.009910047054290771 time: 7:47:13.042485
- B/E: 140 / 197 , Gen_loss: -0.36635503 MI_loss: 22.27247 Detection error: 0.009907364845275879 time: 7:47:13.925767
- B/E: 141 / 197 , Gen_loss: -0.37005505 MI_loss: 22.340914 Detection error: 0.00990605354309082 time: 7:47:14.849478
- B/E: 142 / 197 , Gen_loss: -0.35528392 MI_loss: 21.531918 Detection error: 0.009907543659210205 time: 7:47:15.736703
- B/E: 143 / 197 , Gen_loss: -0.35483435 MI_loss: 21.611086 Detection error: 0.009906470775604248 time: 7:47:16.719869
- B/E: 144 / 197 , Gen_loss: -0.35721532 MI_loss: 21.660336 Detection error: 0.00991511344909668 time: 7:47:17.621105
- B/E: 145 / 197 , Gen_loss: -0.3431417 MI_loss: 20.739466 Detection error: 0.009921014308929443 time: 7:47:18.501270
- B/E: 146 / 197 , Gen_loss: -0.36798123 MI_loss: 22.17788 Detection error: 0.009924113750457764 time: 7:47:19.381592
- B/E: 147 / 197 , Gen_loss: -0.35527062 MI_loss: 21.56432 Detection error: 0.00992506742477417 time: 7:47:20.184854
- B/E: 148 / 197 , Gen_loss: -0.37176377 MI_loss: 22.568953 Detection error: 0.00993204116821289 time: 7:47:20.961097
- B/E: 149 / 197 , Gen_loss: -0.36078024 MI_loss: 21.828047 Detection error: 0.00993645191192627 time: 7:47:21.734867
-
- Test Loss: 10.252393 Test Error: 0.010766685009002686
- -----
- EPOCH: 198
- B/E: 0 / 198 , Gen_loss: -0.35329038 MI_loss: 21.380848 Detection error: 0.010249972343444824 time: 7:47:23.694124
- B/E: 1 / 198 , Gen_loss: -0.3539575 MI_loss: 21.426182 Detection error: 0.010015606880187988 time: 7:47:53.916721
- B/E: 2 / 198 , Gen_loss: -0.3520159 MI_loss: 21.171318 Detection error: 0.009697914123535156 time: 7:47:54.825001
- B/E: 3 / 198 , Gen_loss: -0.36371812 MI_loss: 22.039268 Detection error: 0.009648442268371582 time: 7:47:55.711383
- B/E: 4 / 198 , Gen_loss: -0.35647738 MI_loss: 21.71828 Detection error: 0.009662508964538574 time: 7:47:56.592125
- B/E: 5 / 198 , Gen_loss: -0.3679969 MI_loss: 22.672249 Detection error: 0.009755194187164307 time: 7:47:57.533927
- B/E: 6 / 198 , Gen_loss: -0.363532 MI_loss: 22.042143 Detection error: 0.00979912281036377 time: 7:47:58.457574
- B/E: 7 / 198 , Gen_loss: -0.3634173 MI_loss: 22.081663 Detection error: 0.009851574897766113 time: 7:47:59.342978
- B/E: 8 / 198 , Gen_loss: -0.35511836 MI_loss: 21.342417 Detection error: 0.009840250015258789 time: 7:48:00.226338
- B/E: 9 / 198 , Gen_loss: -0.35948044 MI_loss: 21.827919 Detection error: 0.009834349155426025 time: 7:48:01.065691
- B/E: 10 / 198 , Gen_loss: -0.35466936 MI_loss: 21.458595 Detection error: 0.009832382202148438 time: 7:48:01.855668
- B/E: 11 / 198 , Gen_loss: -0.3654454 MI_loss: 22.074816 Detection error: 0.009872376918792725 time: 7:48:02.750151
- B/E: 12 / 198 , Gen_loss: -0.36466017 MI_loss: 22.143766 Detection error: 0.009935081005096436 time: 7:48:03.629304
- B/E: 13 / 198 , Gen_loss: -0.36007512 MI_loss: 21.911457 Detection error: 0.009939730167388916 time: 7:48:04.515087
- B/E: 14 / 198 , Gen_loss: -0.35716933 MI_loss: 21.751965 Detection error: 0.009929180145263672 time: 7:48:05.400739
- B/E: 15 / 198 , Gen_loss: -0.3565311 MI_loss: 21.604471 Detection error: 0.009939432144165039 time: 7:48:06.302932
- B/E: 16 / 198 , Gen_loss: -0.35995972 MI_loss: 21.721573 Detection error: 0.009871304035186768 time: 7:48:07.189109
- B/E: 17 / 198 , Gen_loss: -0.35305786 MI_loss: 21.5566 Detection error: 0.009874999523162842 time: 7:48:08.070390
- B/E: 18 / 198 , Gen_loss: -0.35913244 MI_loss: 21.721285 Detection error: 0.009832262992858887 time: 7:48:08.911891
- B/E: 19 / 198 , Gen_loss: -0.35184526 MI_loss: 21.405281 Detection error: 0.009839057922363281 time: 7:48:09.807965
- B/E: 20 / 198 , Gen_loss: -0.36044484 MI_loss: 21.680689 Detection error: 0.009843766689300537 time: 7:48:10.777823
- B/E: 21 / 198 , Gen_loss: -0.35428414 MI_loss: 21.561134 Detection error: 0.009866476058959961 time: 7:48:11.664732
- B/E: 22 / 198 , Gen_loss: -0.36040044 MI_loss: 21.93577 Detection error: 0.009862780570983887 time: 7:48:12.551117
- B/E: 23 / 198 , Gen_loss: -0.36427033 MI_loss: 22.002598 Detection error: 0.009834647178649902 time: 7:48:13.447652
- B/E: 24 / 198 , Gen_loss: -0.35209966 MI_loss: 21.449001 Detection error: 0.009857475757598877 time: 7:48:14.329494
- B/E: 25 / 198 , Gen_loss: -0.35508263 MI_loss: 21.401108 Detection error: 0.009873807430267334 time: 7:48:15.212129
- B/E: 26 / 198 , Gen_loss: -0.3471402 MI_loss: 21.098688 Detection error: 0.00992363691329956 time: 7:48:16.102534
- B/E: 27 / 198 , Gen_loss: -0.35061538 MI_loss: 21.327936 Detection error: 0.009926319122314453 time: 7:48:16.984989
- B/E: 28 / 198 , Gen_loss: -0.3790049 MI_loss: 23.010674 Detection error: 0.009938597679138184 time: 7:48:17.869279
- B/E: 29 / 198 , Gen_loss: -0.3608927 MI_loss: 21.990765 Detection error: 0.0099562406539917 time: 7:48:18.755106
- B/E: 30 / 198 , Gen_loss: -0.35241523 MI_loss: 21.345211 Detection error: 0.009929418563842773 time: 7:48:19.665358
- B/E: 31 / 198 , Gen_loss: -0.36578697 MI_loss: 22.060635 Detection error: 0.009901344776153564 time: 7:48:20.550211
- B/E: 32 / 198 , Gen_loss: -0.35897076 MI_loss: 21.759363 Detection error: 0.009900569915771484 time: 7:48:21.439898
- B/E: 33 / 198 , Gen_loss: -0.35526487 MI_loss: 21.569874 Detection error: 0.009888768196105957 time: 7:48:22.362157
- B/E: 34 / 198 , Gen_loss: -0.3595191 MI_loss: 21.810722 Detection error: 0.009889304637908936 time: 7:48:23.247520
- B/E: 35 / 198 , Gen_loss: -0.3665163 MI_loss: 22.156395 Detection error: 0.009868919849395752 time: 7:48:24.099684
- B/E: 36 / 198 , Gen_loss: -0.35876083 MI_loss: 21.694191 Detection error: 0.009870767593383789 time: 7:48:25.091681
- B/E: 37 / 198 , Gen_loss: -0.36716875 MI_loss: 22.287323 Detection error: 0.009864330291748047 time: 7:48:25.978767
- B/E: 38 / 198 , Gen_loss: -0.3609377 MI_loss: 22.016417 Detection error: 0.009882211685180664 time: 7:48:26.862708
- B/E: 39 / 198 , Gen_loss: -0.36443084 MI_loss: 21.965092 Detection error: 0.009874224662780762 time: 7:48:27.743621
- B/E: 40 / 198 , Gen_loss: -0.3551547 MI_loss: 21.522377 Detection error: 0.009884893894195557 time: 7:48:28.632081
- B/E: 41 / 198 , Gen_loss: -0.36705726 MI_loss: 22.187086 Detection error: 0.009885430335998535 time: 7:48:29.515983
- B/E: 42 / 198 , Gen_loss: -0.3579534 MI_loss: 21.540329 Detection error: 0.009868443012237549 time: 7:48:30.398214
- B/E: 43 / 198 , Gen_loss: -0.35307226 MI_loss: 21.481043 Detection error: 0.009865760803222656 time: 7:48:31.275660
- B/E: 44 / 198 , Gen_loss: -0.36109206 MI_loss: 21.927439 Detection error: 0.00987917184829712 time: 7:48:32.168210
- B/E: 45 / 198 , Gen_loss: -0.3593886 MI_loss: 21.811909 Detection error: 0.009889960289001465 time: 7:48:33.051625
- B/E: 46 / 198 , Gen_loss: -0.36416936 MI_loss: 22.074888 Detection error: 0.009901583194732666 time: 7:48:33.934270
- B/E: 47 / 198 , Gen_loss: -0.3550651 MI_loss: 21.496155 Detection error: 0.009888648986816406 time: 7:48:34.816575
- B/E: 48 / 198 , Gen_loss: -0.3499927 MI_loss: 21.45685 Detection error: 0.009908139705657959 time: 7:48:35.700036
- B/E: 49 / 198 , Gen_loss: -0.3626837 MI_loss: 22.127745 Detection error: 0.009918153285980225 time: 7:48:36.584485
- B/E: 50 / 198 , Gen_loss: -0.34348115 MI_loss: 20.787983 Detection error: 0.00992584228515625 time: 7:48:37.468088
- B/E: 51 / 198 , Gen_loss: -0.360408 MI_loss: 21.748297 Detection error: 0.009926676750183105 time: 7:48:38.352588
- B/E: 52 / 198 , Gen_loss: -0.35342368 MI_loss: 21.342896 Detection error: 0.009927451610565186 time: 7:48:39.333926
- B/E: 53 / 198 , Gen_loss: -0.3674245 MI_loss: 22.3066 Detection error: 0.009943842887878418 time: 7:48:40.220628
- B/E: 54 / 198 , Gen_loss: -0.35194626 MI_loss: 21.417515 Detection error: 0.009951114654541016 time: 7:48:41.113051
- B/E: 55 / 198 , Gen_loss: -0.35898885 MI_loss: 21.831749 Detection error: 0.009926319122314453 time: 7:48:41.994426
- B/E: 56 / 198 , Gen_loss: -0.35788846 MI_loss: 21.623138 Detection error: 0.009907364845275879 time: 7:48:42.878014
- B/E: 57 / 198 , Gen_loss: -0.3663218 MI_loss: 22.213207 Detection error: 0.00990837812423706 time: 7:48:43.764102
- B/E: 58 / 198 , Gen_loss: -0.35888556 MI_loss: 21.614737 Detection error: 0.009895682334899902 time: 7:48:44.648492
- B/E: 59 / 198 , Gen_loss: -0.3625411 MI_loss: 21.866192 Detection error: 0.00991511344909668 time: 7:48:45.537206
- B/E: 60 / 198 , Gen_loss: -0.35708946 MI_loss: 21.528595 Detection error: 0.009910345077514648 time: 7:48:46.424116
- B/E: 61 / 198 , Gen_loss: -0.3508844 MI_loss: 21.36703 Detection error: 0.009916841983795166 time: 7:48:47.312753
- B/E: 62 / 198 , Gen_loss: -0.36433288 MI_loss: 22.088049 Detection error: 0.009924590587615967 time: 7:48:48.195737
- B/E: 63 / 198 , Gen_loss: -0.36356887 MI_loss: 22.023 Detection error: 0.009918928146362305 time: 7:48:49.082402
- B/E: 64 / 198 , Gen_loss: -0.36729172 MI_loss: 22.323095 Detection error: 0.009919226169586182 time: 7:48:49.973202
- B/E: 65 / 198 , Gen_loss: -0.35953516 MI_loss: 21.76036 Detection error: 0.009920954704284668 time: 7:48:50.855279
- B/E: 66 / 198 , Gen_loss: -0.37613228 MI_loss: 22.878456 Detection error: 0.009923040866851807 time: 7:48:51.741501
- B/E: 67 / 198 , Gen_loss: -0.35875848 MI_loss: 21.756165 Detection error: 0.009913146495819092 time: 7:48:52.627952
- B/E: 68 / 198 , Gen_loss: -0.36635253 MI_loss: 22.370684 Detection error: 0.00991755723953247 time: 7:48:53.600650
- B/E: 69 / 198 , Gen_loss: -0.35592312 MI_loss: 21.655273 Detection error: 0.009926319122314453 time: 7:48:54.482039
- B/E: 70 / 198 , Gen_loss: -0.36607468 MI_loss: 22.227043 Detection error: 0.009922564029693604 time: 7:48:55.369318
- B/E: 71 / 198 , Gen_loss: -0.36215156 MI_loss: 21.947525 Detection error: 0.00992274284362793 time: 7:48:56.259082
- B/E: 72 / 198 , Gen_loss: -0.35730776 MI_loss: 21.628967 Detection error: 0.009923398494720459 time: 7:48:57.147824
- B/E: 73 / 198 , Gen_loss: -0.34924284 MI_loss: 21.212996 Detection error: 0.009915947914123535 time: 7:48:58.033059
- B/E: 74 / 198 , Gen_loss: -0.36305133 MI_loss: 21.965897 Detection error: 0.009915411472320557 time: 7:48:58.941984
- B/E: 75 / 198 , Gen_loss: -0.34248775 MI_loss: 20.885847 Detection error: 0.00991201400756836 time: 7:48:59.835641
- B/E: 76 / 198 , Gen_loss: -0.35592568 MI_loss: 21.584864 Detection error: 0.0099107027053833 time: 7:49:00.743532
- B/E: 77 / 198 , Gen_loss: -0.35983434 MI_loss: 21.681309 Detection error: 0.009914278984069824 time: 7:49:01.642771
- B/E: 78 / 198 , Gen_loss: -0.3588212 MI_loss: 21.776348 Detection error: 0.009905040264129639 time: 7:49:02.529314
- B/E: 79 / 198 , Gen_loss: -0.36346522 MI_loss: 22.160975 Detection error: 0.009911715984344482 time: 7:49:03.412665
- B/E: 80 / 198 , Gen_loss: -0.36131328 MI_loss: 21.96335 Detection error: 0.00992363691329956 time: 7:49:04.344648
- B/E: 81 / 198 , Gen_loss: -0.36577356 MI_loss: 22.162876 Detection error: 0.009916901588439941 time: 7:49:05.231974
- B/E: 82 / 198 , Gen_loss: -0.35776958 MI_loss: 21.607603 Detection error: 0.00991755723953247 time: 7:49:06.114531
- B/E: 83 / 198 , Gen_loss: -0.3690571 MI_loss: 22.348572 Detection error: 0.009917020797729492 time: 7:49:06.997491
- B/E: 84 / 198 , Gen_loss: -0.34689173 MI_loss: 21.188953 Detection error: 0.0099143385887146 time: 7:49:07.978303
- B/E: 85 / 198 , Gen_loss: -0.36491576 MI_loss: 21.979029 Detection error: 0.009892106056213379 time: 7:49:08.858123
- B/E: 86 / 198 , Gen_loss: -0.36318672 MI_loss: 22.069258 Detection error: 0.009895086288452148 time: 7:49:09.737522
- B/E: 87 / 198 , Gen_loss: -0.36152944 MI_loss: 21.79812 Detection error: 0.009881734848022461 time: 7:49:10.573499
- B/E: 88 / 198 , Gen_loss: -0.36443052 MI_loss: 22.074465 Detection error: 0.00987011194229126 time: 7:49:11.475400
- B/E: 89 / 198 , Gen_loss: -0.3524778 MI_loss: 21.429747 Detection error: 0.009881258010864258 time: 7:49:12.327110
- B/E: 90 / 198 , Gen_loss: -0.34864023 MI_loss: 21.10906 Detection error: 0.009886324405670166 time: 7:49:13.224113
- B/E: 91 / 198 , Gen_loss: -0.3612446 MI_loss: 21.98729 Detection error: 0.009893655776977539 time: 7:49:14.108807
- B/E: 92 / 198 , Gen_loss: -0.34891382 MI_loss: 21.0389 Detection error: 0.009881734848022461 time: 7:49:14.991270
- B/E: 93 / 198 , Gen_loss: -0.35872033 MI_loss: 21.922276 Detection error: 0.009887278079986572 time: 7:49:15.873368
- B/E: 94 / 198 , Gen_loss: -0.35726145 MI_loss: 21.685392 Detection error: 0.009898006916046143 time: 7:49:16.760117
- B/E: 95 / 198 , Gen_loss: -0.35043165 MI_loss: 21.335903 Detection error: 0.009900689125061035 time: 7:49:17.648129
- B/E: 96 / 198 , Gen_loss: -0.35635054 MI_loss: 21.560074 Detection error: 0.00990140438079834 time: 7:49:18.535487
- B/E: 97 / 198 , Gen_loss: -0.36679664 MI_loss: 22.202734 Detection error: 0.009892880916595459 time: 7:49:19.416742
- B/E: 98 / 198 , Gen_loss: -0.36310434 MI_loss: 21.900475 Detection error: 0.009885430335998535 time: 7:49:20.310544
- B/E: 99 / 198 , Gen_loss: -0.3667849 MI_loss: 22.315172 Detection error: 0.009881854057312012 time: 7:49:21.197085
- B/E: 100 / 198 , Gen_loss: -0.3530046 MI_loss: 21.451025 Detection error: 0.009880900382995605 time: 7:49:22.164363
- B/E: 101 / 198 , Gen_loss: -0.3579911 MI_loss: 21.73705 Detection error: 0.009886026382446289 time: 7:49:23.051075
- B/E: 102 / 198 , Gen_loss: -0.34701517 MI_loss: 21.106495 Detection error: 0.009889841079711914 time: 7:49:23.937749
- B/E: 103 / 198 , Gen_loss: -0.3650715 MI_loss: 22.138567 Detection error: 0.009887635707855225 time: 7:49:24.822133
- B/E: 104 / 198 , Gen_loss: -0.3498346 MI_loss: 21.089386 Detection error: 0.00988781452178955 time: 7:49:25.710272
- B/E: 105 / 198 , Gen_loss: -0.3603283 MI_loss: 21.8683 Detection error: 0.009882092475891113 time: 7:49:26.592187
- B/E: 106 / 198 , Gen_loss: -0.3677199 MI_loss: 22.318998 Detection error: 0.009882867336273193 time: 7:49:27.478491
- B/E: 107 / 198 , Gen_loss: -0.36046103 MI_loss: 21.850132 Detection error: 0.009888887405395508 time: 7:49:28.386731
- B/E: 108 / 198 , Gen_loss: -0.35875577 MI_loss: 21.749943 Detection error: 0.009895086288452148 time: 7:49:29.272122
- B/E: 109 / 198 , Gen_loss: -0.35512727 MI_loss: 21.53828 Detection error: 0.009894907474517822 time: 7:49:30.152106
- B/E: 110 / 198 , Gen_loss: -0.35472074 MI_loss: 21.409206 Detection error: 0.009887099266052246 time: 7:49:31.036661
- B/E: 111 / 198 , Gen_loss: -0.3641346 MI_loss: 22.0513 Detection error: 0.009885072708129883 time: 7:49:31.922056
- B/E: 112 / 198 , Gen_loss: -0.36822635 MI_loss: 22.306198 Detection error: 0.009886622428894043 time: 7:49:32.801189
- B/E: 113 / 198 , Gen_loss: -0.36191922 MI_loss: 22.107712 Detection error: 0.00988924503326416 time: 7:49:33.679817
- B/E: 114 / 198 , Gen_loss: -0.3551176 MI_loss: 21.53415 Detection error: 0.0098915696144104 time: 7:49:34.566418
- B/E: 115 / 198 , Gen_loss: -0.36755693 MI_loss: 22.224552 Detection error: 0.009883642196655273 time: 7:49:35.452540
- B/E: 116 / 198 , Gen_loss: -0.35820943 MI_loss: 21.659353 Detection error: 0.009887278079986572 time: 7:49:36.417689
- B/E: 117 / 198 , Gen_loss: -0.35645762 MI_loss: 21.562965 Detection error: 0.009889304637908936 time: 7:49:37.305590
- B/E: 118 / 198 , Gen_loss: -0.35990018 MI_loss: 21.80371 Detection error: 0.009880781173706055 time: 7:49:38.219225
- B/E: 119 / 198 , Gen_loss: -0.3594307 MI_loss: 21.786163 Detection error: 0.009876847267150879 time: 7:49:39.043730
- B/E: 120 / 198 , Gen_loss: -0.34283838 MI_loss: 20.90207 Detection error: 0.00987708568572998 time: 7:49:39.866167
- B/E: 121 / 198 , Gen_loss: -0.35839885 MI_loss: 21.78257 Detection error: 0.009884238243103027 time: 7:49:40.776447
- B/E: 122 / 198 , Gen_loss: -0.36276215 MI_loss: 21.926334 Detection error: 0.00987321138381958 time: 7:49:41.668412
- B/E: 123 / 198 , Gen_loss: -0.35606787 MI_loss: 21.521414 Detection error: 0.009868443012237549 time: 7:49:42.552861
- B/E: 124 / 198 , Gen_loss: -0.34751803 MI_loss: 21.187746 Detection error: 0.00986701250076294 time: 7:49:43.436755
- B/E: 125 / 198 , Gen_loss: -0.35531527 MI_loss: 21.68972 Detection error: 0.009865820407867432 time: 7:49:44.345270
- B/E: 126 / 198 , Gen_loss: -0.35469627 MI_loss: 21.606506 Detection error: 0.009876012802124023 time: 7:49:45.227208
- B/E: 127 / 198 , Gen_loss: -0.36301658 MI_loss: 22.069971 Detection error: 0.009872794151306152 time: 7:49:46.108841
- B/E: 128 / 198 , Gen_loss: -0.36811087 MI_loss: 22.40407 Detection error: 0.00988006591796875 time: 7:49:46.996818
- B/E: 129 / 198 , Gen_loss: -0.3562825 MI_loss: 21.633446 Detection error: 0.009885787963867188 time: 7:49:47.886732
- B/E: 130 / 198 , Gen_loss: -0.3704893 MI_loss: 22.447292 Detection error: 0.009890496730804443 time: 7:49:48.774886
- B/E: 131 / 198 , Gen_loss: -0.3559175 MI_loss: 21.49229 Detection error: 0.009896278381347656 time: 7:49:49.661649
- B/E: 132 / 198 , Gen_loss: -0.36420193 MI_loss: 21.839136 Detection error: 0.009890973567962646 time: 7:49:50.646723
- B/E: 133 / 198 , Gen_loss: -0.36184436 MI_loss: 22.068768 Detection error: 0.009898066520690918 time: 7:49:51.533814
- B/E: 134 / 198 , Gen_loss: -0.36487994 MI_loss: 22.183228 Detection error: 0.009897887706756592 time: 7:49:52.413652
- B/E: 135 / 198 , Gen_loss: -0.35404006 MI_loss: 21.445019 Detection error: 0.009904861450195312 time: 7:49:53.299651
- B/E: 136 / 198 , Gen_loss: -0.3628142 MI_loss: 22.094805 Detection error: 0.009908735752105713 time: 7:49:54.194650
- B/E: 137 / 198 , Gen_loss: -0.3576498 MI_loss: 21.769682 Detection error: 0.009909629821777344 time: 7:49:55.079312
- B/E: 138 / 198 , Gen_loss: -0.36593193 MI_loss: 22.137342 Detection error: 0.009912312030792236 time: 7:49:55.965008
- B/E: 139 / 198 , Gen_loss: -0.35527825 MI_loss: 21.529095 Detection error: 0.009918510913848877 time: 7:49:56.852882
- B/E: 140 / 198 , Gen_loss: -0.3502918 MI_loss: 21.123058 Detection error: 0.009917080402374268 time: 7:49:57.736680
- B/E: 141 / 198 , Gen_loss: -0.35111994 MI_loss: 21.265638 Detection error: 0.009917259216308594 time: 7:49:58.621086
- B/E: 142 / 198 , Gen_loss: -0.361691 MI_loss: 21.9031 Detection error: 0.009918272495269775 time: 7:49:59.510550
- B/E: 143 / 198 , Gen_loss: -0.36620447 MI_loss: 22.078238 Detection error: 0.009914278984069824 time: 7:50:00.395767
- B/E: 144 / 198 , Gen_loss: -0.35059118 MI_loss: 21.19832 Detection error: 0.009922385215759277 time: 7:50:01.281445
- B/E: 145 / 198 , Gen_loss: -0.35282642 MI_loss: 21.454151 Detection error: 0.009929358959197998 time: 7:50:02.163548
- B/E: 146 / 198 , Gen_loss: -0.3544634 MI_loss: 21.395033 Detection error: 0.00993114709854126 time: 7:50:03.043155
- B/E: 147 / 198 , Gen_loss: -0.36199307 MI_loss: 21.968185 Detection error: 0.009934306144714355 time: 7:50:03.924456
- B/E: 148 / 198 , Gen_loss: -0.36580488 MI_loss: 22.210121 Detection error: 0.009935379028320312 time: 7:50:04.892856
- B/E: 149 / 198 , Gen_loss: -0.35447538 MI_loss: 21.590351 Detection error: 0.009943127632141113 time: 7:50:05.770508
-
- Test Loss: 10.255213 Test Error: 0.01078331470489502
- -----
- EPOCH: 199
- B/E: 0 / 199 , Gen_loss: -0.35506505 MI_loss: 21.49756 Detection error: 0.010249972343444824 time: 7:50:07.691542
- B/E: 1 / 199 , Gen_loss: -0.35591134 MI_loss: 21.465906 Detection error: 0.010249972343444824 time: 7:50:35.487808
- B/E: 2 / 199 , Gen_loss: -0.36484933 MI_loss: 21.853626 Detection error: 0.009791672229766846 time: 7:50:36.411996
- B/E: 3 / 199 , Gen_loss: -0.3464252 MI_loss: 21.02191 Detection error: 0.009789049625396729 time: 7:50:37.309577
- B/E: 4 / 199 , Gen_loss: -0.36240822 MI_loss: 22.119158 Detection error: 0.009812474250793457 time: 7:50:38.190300
- B/E: 5 / 199 , Gen_loss: -0.35229322 MI_loss: 21.447268 Detection error: 0.009812474250793457 time: 7:50:39.071477
- B/E: 6 / 199 , Gen_loss: -0.35069993 MI_loss: 21.353971 Detection error: 0.009874999523162842 time: 7:50:39.955233
- B/E: 7 / 199 , Gen_loss: -0.3604922 MI_loss: 21.9719 Detection error: 0.009996116161346436 time: 7:50:40.841550
- B/E: 8 / 199 , Gen_loss: -0.36026815 MI_loss: 21.666355 Detection error: 0.009906232357025146 time: 7:50:41.712861
- B/E: 9 / 199 , Gen_loss: -0.36403346 MI_loss: 22.101326 Detection error: 0.00986248254776001 time: 7:50:42.615098
- B/E: 10 / 199 , Gen_loss: -0.36310416 MI_loss: 21.846617 Detection error: 0.009863615036010742 time: 7:50:43.616324
- B/E: 11 / 199 , Gen_loss: -0.36292768 MI_loss: 21.96369 Detection error: 0.009890615940093994 time: 7:50:44.518269
- B/E: 12 / 199 , Gen_loss: -0.35758495 MI_loss: 21.603058 Detection error: 0.009942293167114258 time: 7:50:45.420281
- B/E: 13 / 199 , Gen_loss: -0.35978585 MI_loss: 21.68658 Detection error: 0.009941935539245605 time: 7:50:46.289531
- B/E: 14 / 199 , Gen_loss: -0.36390772 MI_loss: 22.048458 Detection error: 0.009889602661132812 time: 7:50:47.209727
- B/E: 15 / 199 , Gen_loss: -0.36581618 MI_loss: 21.989475 Detection error: 0.009884774684906006 time: 7:50:48.138304
- B/E: 16 / 199 , Gen_loss: -0.36211282 MI_loss: 21.954443 Detection error: 0.009876847267150879 time: 7:50:49.039110
- B/E: 17 / 199 , Gen_loss: -0.36508173 MI_loss: 22.175045 Detection error: 0.0098801851272583 time: 7:50:49.937794
- B/E: 18 / 199 , Gen_loss: -0.35473084 MI_loss: 21.579357 Detection error: 0.009804248809814453 time: 7:50:50.837193
- B/E: 19 / 199 , Gen_loss: -0.35783103 MI_loss: 21.629026 Detection error: 0.00982654094696045 time: 7:50:51.744510
- B/E: 20 / 199 , Gen_loss: -0.36494204 MI_loss: 22.0224 Detection error: 0.009851217269897461 time: 7:50:52.642491
- B/E: 21 / 199 , Gen_loss: -0.36816308 MI_loss: 22.325737 Detection error: 0.009882092475891113 time: 7:50:53.542191
- B/E: 22 / 199 , Gen_loss: -0.35207275 MI_loss: 21.17713 Detection error: 0.00985187292098999 time: 7:50:54.464667
- B/E: 23 / 199 , Gen_loss: -0.35896337 MI_loss: 21.581991 Detection error: 0.009850263595581055 time: 7:50:55.365548
- B/E: 24 / 199 , Gen_loss: -0.3614731 MI_loss: 21.820387 Detection error: 0.00986623764038086 time: 7:50:56.261139
- B/E: 25 / 199 , Gen_loss: -0.35410354 MI_loss: 21.516693 Detection error: 0.00987863540649414 time: 7:50:57.240946
- B/E: 26 / 199 , Gen_loss: -0.34855124 MI_loss: 21.20628 Detection error: 0.009939789772033691 time: 7:50:58.139817
- B/E: 27 / 199 , Gen_loss: -0.36427084 MI_loss: 22.124743 Detection error: 0.009966492652893066 time: 7:50:59.037771
- B/E: 28 / 199 , Gen_loss: -0.36082575 MI_loss: 21.783426 Detection error: 0.009961187839508057 time: 7:50:59.937094
- B/E: 29 / 199 , Gen_loss: -0.35878748 MI_loss: 21.819227 Detection error: 0.009972929954528809 time: 7:51:00.790035
- B/E: 30 / 199 , Gen_loss: -0.35117123 MI_loss: 21.336475 Detection error: 0.009960711002349854 time: 7:51:01.699778
- B/E: 31 / 199 , Gen_loss: -0.35738197 MI_loss: 21.72253 Detection error: 0.00993359088897705 time: 7:51:02.596575
- B/E: 32 / 199 , Gen_loss: -0.3589315 MI_loss: 21.720886 Detection error: 0.009929001331329346 time: 7:51:03.502517
- B/E: 33 / 199 , Gen_loss: -0.35896268 MI_loss: 21.800789 Detection error: 0.009911775588989258 time: 7:51:04.448409
- B/E: 34 / 199 , Gen_loss: -0.3571359 MI_loss: 21.64892 Detection error: 0.009918749332427979 time: 7:51:05.345418
- B/E: 35 / 199 , Gen_loss: -0.36681774 MI_loss: 22.16031 Detection error: 0.009918391704559326 time: 7:51:06.240553
- B/E: 36 / 199 , Gen_loss: -0.36073214 MI_loss: 21.786428 Detection error: 0.009902894496917725 time: 7:51:07.134656
- B/E: 37 / 199 , Gen_loss: -0.3719149 MI_loss: 22.441906 Detection error: 0.009896397590637207 time: 7:51:08.028083
- B/E: 38 / 199 , Gen_loss: -0.35712877 MI_loss: 21.656916 Detection error: 0.009923875331878662 time: 7:51:08.921058
- B/E: 39 / 199 , Gen_loss: -0.36406875 MI_loss: 21.958887 Detection error: 0.009912490844726562 time: 7:51:09.818156
- B/E: 40 / 199 , Gen_loss: -0.34660718 MI_loss: 20.9108 Detection error: 0.009910047054290771 time: 7:51:10.662600
- B/E: 41 / 199 , Gen_loss: -0.36378834 MI_loss: 22.135315 Detection error: 0.009912192821502686 time: 7:51:11.602797
- B/E: 42 / 199 , Gen_loss: -0.3641569 MI_loss: 21.93893 Detection error: 0.009892463684082031 time: 7:51:12.490481
- B/E: 43 / 199 , Gen_loss: -0.36570925 MI_loss: 22.219204 Detection error: 0.009893476963043213 time: 7:51:13.388247
- B/E: 44 / 199 , Gen_loss: -0.35397908 MI_loss: 21.43931 Detection error: 0.009898602962493896 time: 7:51:14.283082
- B/E: 45 / 199 , Gen_loss: -0.35727566 MI_loss: 21.712011 Detection error: 0.00990760326385498 time: 7:51:15.177336
- B/E: 46 / 199 , Gen_loss: -0.3572291 MI_loss: 21.788265 Detection error: 0.009933531284332275 time: 7:51:16.079633
- B/E: 47 / 199 , Gen_loss: -0.3719762 MI_loss: 22.589111 Detection error: 0.009919941425323486 time: 7:51:16.974706
- B/E: 48 / 199 , Gen_loss: -0.35958275 MI_loss: 21.67754 Detection error: 0.009932398796081543 time: 7:51:17.864077
- B/E: 49 / 199 , Gen_loss: -0.35839736 MI_loss: 21.896751 Detection error: 0.00994873046875 time: 7:51:18.750971
- B/E: 50 / 199 , Gen_loss: -0.3600903 MI_loss: 21.913261 Detection error: 0.009948551654815674 time: 7:51:19.626554
- B/E: 51 / 199 , Gen_loss: -0.35650805 MI_loss: 21.70641 Detection error: 0.009953737258911133 time: 7:51:20.516745
- B/E: 52 / 199 , Gen_loss: -0.35764086 MI_loss: 21.61488 Detection error: 0.00995635986328125 time: 7:51:21.415895
- B/E: 53 / 199 , Gen_loss: -0.3708913 MI_loss: 22.486036 Detection error: 0.009969890117645264 time: 7:51:22.309899
- B/E: 54 / 199 , Gen_loss: -0.3572084 MI_loss: 21.723566 Detection error: 0.009975552558898926 time: 7:51:23.204627
- B/E: 55 / 199 , Gen_loss: -0.35557443 MI_loss: 21.440643 Detection error: 0.009950876235961914 time: 7:51:24.098704
- B/E: 56 / 199 , Gen_loss: -0.35511264 MI_loss: 21.428522 Detection error: 0.009940803050994873 time: 7:51:25.000405
- B/E: 57 / 199 , Gen_loss: -0.3571084 MI_loss: 21.65681 Detection error: 0.009935319423675537 time: 7:51:25.979755
- B/E: 58 / 199 , Gen_loss: -0.35408637 MI_loss: 21.538376 Detection error: 0.009926378726959229 time: 7:51:26.878110
- B/E: 59 / 199 , Gen_loss: -0.35513088 MI_loss: 21.450954 Detection error: 0.009943723678588867 time: 7:51:27.778098
- B/E: 60 / 199 , Gen_loss: -0.35473785 MI_loss: 21.614311 Detection error: 0.009937524795532227 time: 7:51:28.673958
- B/E: 61 / 199 , Gen_loss: -0.35451496 MI_loss: 21.414051 Detection error: 0.00993800163269043 time: 7:51:29.582970
- B/E: 62 / 199 , Gen_loss: -0.3624758 MI_loss: 22.01702 Detection error: 0.009950876235961914 time: 7:51:30.485602
- B/E: 63 / 199 , Gen_loss: -0.3533163 MI_loss: 21.345064 Detection error: 0.009949207305908203 time: 7:51:31.379917
- B/E: 64 / 199 , Gen_loss: -0.3700396 MI_loss: 22.579376 Detection error: 0.009942770004272461 time: 7:51:32.276475
- B/E: 65 / 199 , Gen_loss: -0.3676599 MI_loss: 22.223034 Detection error: 0.009942710399627686 time: 7:51:33.171555
- B/E: 66 / 199 , Gen_loss: -0.3700792 MI_loss: 22.449099 Detection error: 0.0099412202835083 time: 7:51:34.095972
- B/E: 67 / 199 , Gen_loss: -0.36053172 MI_loss: 21.719767 Detection error: 0.009941160678863525 time: 7:51:34.990063
- B/E: 68 / 199 , Gen_loss: -0.3600832 MI_loss: 21.961815 Detection error: 0.009942471981048584 time: 7:51:35.885400
- B/E: 69 / 199 , Gen_loss: -0.353466 MI_loss: 21.396257 Detection error: 0.009951770305633545 time: 7:51:36.796240
- B/E: 70 / 199 , Gen_loss: -0.3623677 MI_loss: 21.916456 Detection error: 0.00994497537612915 time: 7:51:37.691721
- B/E: 71 / 199 , Gen_loss: -0.3534718 MI_loss: 21.497519 Detection error: 0.00994962453842163 time: 7:51:38.589063
- B/E: 72 / 199 , Gen_loss: -0.36388543 MI_loss: 22.106602 Detection error: 0.009944796562194824 time: 7:51:39.508559
- B/E: 73 / 199 , Gen_loss: -0.36724705 MI_loss: 22.223717 Detection error: 0.009940862655639648 time: 7:51:40.501820
- B/E: 74 / 199 , Gen_loss: -0.36572856 MI_loss: 22.333042 Detection error: 0.009935438632965088 time: 7:51:41.401961
- B/E: 75 / 199 , Gen_loss: -0.33888483 MI_loss: 20.629837 Detection error: 0.009931325912475586 time: 7:51:42.307616
- B/E: 76 / 199 , Gen_loss: -0.36104885 MI_loss: 21.92719 Detection error: 0.00993955135345459 time: 7:51:43.209279
- B/E: 77 / 199 , Gen_loss: -0.3580339 MI_loss: 21.809738 Detection error: 0.009933888912200928 time: 7:51:44.074946
- B/E: 78 / 199 , Gen_loss: -0.36210284 MI_loss: 21.894712 Detection error: 0.009932756423950195 time: 7:51:44.935974
- B/E: 79 / 199 , Gen_loss: -0.3639053 MI_loss: 22.115362 Detection error: 0.009937882423400879 time: 7:51:45.805195
- B/E: 80 / 199 , Gen_loss: -0.36802745 MI_loss: 22.241997 Detection error: 0.00994563102722168 time: 7:51:46.699243
- B/E: 81 / 199 , Gen_loss: -0.35622537 MI_loss: 21.585495 Detection error: 0.009940922260284424 time: 7:51:47.591753
- B/E: 82 / 199 , Gen_loss: -0.3608859 MI_loss: 21.797253 Detection error: 0.009939014911651611 time: 7:51:48.486249
- B/E: 83 / 199 , Gen_loss: -0.3633135 MI_loss: 22.097553 Detection error: 0.009942710399627686 time: 7:51:49.384418
- B/E: 84 / 199 , Gen_loss: -0.3586003 MI_loss: 21.726847 Detection error: 0.009937107563018799 time: 7:51:50.227840
- B/E: 85 / 199 , Gen_loss: -0.36093822 MI_loss: 21.841455 Detection error: 0.009915709495544434 time: 7:51:51.122082
- B/E: 86 / 199 , Gen_loss: -0.35618573 MI_loss: 21.557951 Detection error: 0.009919881820678711 time: 7:51:52.017853
- B/E: 87 / 199 , Gen_loss: -0.35828918 MI_loss: 21.658785 Detection error: 0.009900212287902832 time: 7:51:52.911515
- B/E: 88 / 199 , Gen_loss: -0.3603485 MI_loss: 21.804758 Detection error: 0.00989675521850586 time: 7:51:53.805305
- B/E: 89 / 199 , Gen_loss: -0.34956148 MI_loss: 21.377441 Detection error: 0.009902417659759521 time: 7:51:54.789141
- B/E: 90 / 199 , Gen_loss: -0.3576853 MI_loss: 21.624733 Detection error: 0.009905576705932617 time: 7:51:55.668966
- B/E: 91 / 199 , Gen_loss: -0.37009424 MI_loss: 22.45576 Detection error: 0.009910345077514648 time: 7:51:56.543648
- B/E: 92 / 199 , Gen_loss: -0.35108957 MI_loss: 21.245167 Detection error: 0.00989919900894165 time: 7:51:57.426743
- B/E: 93 / 199 , Gen_loss: -0.34859544 MI_loss: 21.160345 Detection error: 0.009898960590362549 time: 7:51:58.312553
- B/E: 94 / 199 , Gen_loss: -0.3550685 MI_loss: 21.52151 Detection error: 0.009910523891448975 time: 7:51:59.203770
- B/E: 95 / 199 , Gen_loss: -0.37026402 MI_loss: 22.55475 Detection error: 0.009917974472045898 time: 7:52:00.098097
- B/E: 96 / 199 , Gen_loss: -0.35848552 MI_loss: 21.608675 Detection error: 0.009915292263031006 time: 7:52:00.995152
- B/E: 97 / 199 , Gen_loss: -0.357303 MI_loss: 21.490824 Detection error: 0.009906589984893799 time: 7:52:01.890581
- B/E: 98 / 199 , Gen_loss: -0.3572697 MI_loss: 21.618155 Detection error: 0.009895861148834229 time: 7:52:02.737943
- B/E: 99 / 199 , Gen_loss: -0.36610097 MI_loss: 22.10764 Detection error: 0.009892523288726807 time: 7:52:03.534156
- B/E: 100 / 199 , Gen_loss: -0.36156815 MI_loss: 21.87728 Detection error: 0.009895741939544678 time: 7:52:04.426238
- B/E: 101 / 199 , Gen_loss: -0.3496362 MI_loss: 21.252674 Detection error: 0.009899795055389404 time: 7:52:05.329997
- B/E: 102 / 199 , Gen_loss: -0.35609198 MI_loss: 21.606255 Detection error: 0.009901106357574463 time: 7:52:06.209938
- B/E: 103 / 199 , Gen_loss: -0.3620757 MI_loss: 21.854122 Detection error: 0.009896337985992432 time: 7:52:07.114331
- B/E: 104 / 199 , Gen_loss: -0.35004514 MI_loss: 21.063477 Detection error: 0.009895861148834229 time: 7:52:08.013398
- B/E: 105 / 199 , Gen_loss: -0.35451984 MI_loss: 21.52896 Detection error: 0.00989532470703125 time: 7:52:08.996208
- B/E: 106 / 199 , Gen_loss: -0.3551755 MI_loss: 21.63822 Detection error: 0.009897768497467041 time: 7:52:09.900264
- B/E: 107 / 199 , Gen_loss: -0.37122586 MI_loss: 22.502962 Detection error: 0.00990074872970581 time: 7:52:10.849693
- B/E: 108 / 199 , Gen_loss: -0.36259347 MI_loss: 22.01469 Detection error: 0.009899377822875977 time: 7:52:11.747284
- B/E: 109 / 199 , Gen_loss: -0.37001926 MI_loss: 22.374289 Detection error: 0.00989145040512085 time: 7:52:12.659763
- B/E: 110 / 199 , Gen_loss: -0.35300398 MI_loss: 21.410906 Detection error: 0.009890198707580566 time: 7:52:13.564154
- B/E: 111 / 199 , Gen_loss: -0.36608586 MI_loss: 22.070028 Detection error: 0.009887278079986572 time: 7:52:14.482724
- B/E: 112 / 199 , Gen_loss: -0.35793775 MI_loss: 21.654802 Detection error: 0.009887158870697021 time: 7:52:15.387876
- B/E: 113 / 199 , Gen_loss: -0.35731956 MI_loss: 21.65614 Detection error: 0.009885668754577637 time: 7:52:16.192283
- B/E: 114 / 199 , Gen_loss: -0.35525838 MI_loss: 21.59689 Detection error: 0.009892404079437256 time: 7:52:16.985089
- B/E: 115 / 199 , Gen_loss: -0.35804972 MI_loss: 21.533867 Detection error: 0.009886860847473145 time: 7:52:17.774372
- B/E: 116 / 199 , Gen_loss: -0.35744777 MI_loss: 21.62052 Detection error: 0.009888887405395508 time: 7:52:18.579791
- B/E: 117 / 199 , Gen_loss: -0.3608242 MI_loss: 21.909994 Detection error: 0.009889006614685059 time: 7:52:19.365437
- B/E: 118 / 199 , Gen_loss: -0.3530812 MI_loss: 21.361094 Detection error: 0.009881854057312012 time: 7:52:20.271562
- B/E: 119 / 199 , Gen_loss: -0.3560288 MI_loss: 21.400764 Detection error: 0.009877324104309082 time: 7:52:21.178684
- B/E: 120 / 199 , Gen_loss: -0.35455224 MI_loss: 21.532385 Detection error: 0.009874224662780762 time: 7:52:22.079545
- B/E: 121 / 199 , Gen_loss: -0.35890773 MI_loss: 21.818169 Detection error: 0.009879887104034424 time: 7:52:23.074225
- B/E: 122 / 199 , Gen_loss: -0.3685696 MI_loss: 22.38062 Detection error: 0.009876251220703125 time: 7:52:23.971090
- B/E: 123 / 199 , Gen_loss: -0.34939584 MI_loss: 21.134851 Detection error: 0.009869933128356934 time: 7:52:24.870297
- B/E: 124 / 199 , Gen_loss: -0.3679569 MI_loss: 22.302559 Detection error: 0.009868502616882324 time: 7:52:25.769291
- B/E: 125 / 199 , Gen_loss: -0.3703498 MI_loss: 22.403358 Detection error: 0.009866058826446533 time: 7:52:26.668800
- B/E: 126 / 199 , Gen_loss: -0.36614236 MI_loss: 22.23749 Detection error: 0.009877681732177734 time: 7:52:27.568400
- B/E: 127 / 199 , Gen_loss: -0.36029506 MI_loss: 21.927048 Detection error: 0.009873270988464355 time: 7:52:28.480408
- B/E: 128 / 199 , Gen_loss: -0.3537371 MI_loss: 21.420292 Detection error: 0.009878158569335938 time: 7:52:29.381359
- B/E: 129 / 199 , Gen_loss: -0.36013702 MI_loss: 21.974463 Detection error: 0.009885549545288086 time: 7:52:30.280266
- B/E: 130 / 199 , Gen_loss: -0.36398977 MI_loss: 21.9373 Detection error: 0.009892880916595459 time: 7:52:31.182120
- B/E: 131 / 199 , Gen_loss: -0.3577583 MI_loss: 21.705425 Detection error: 0.009895145893096924 time: 7:52:32.083070
- B/E: 132 / 199 , Gen_loss: -0.34296235 MI_loss: 20.561222 Detection error: 0.009890258312225342 time: 7:52:32.986025
- B/E: 133 / 199 , Gen_loss: -0.3579316 MI_loss: 21.721195 Detection error: 0.00989621877670288 time: 7:52:33.871998
- B/E: 134 / 199 , Gen_loss: -0.35643473 MI_loss: 21.785053 Detection error: 0.00990229845046997 time: 7:52:34.768784
- B/E: 135 / 199 , Gen_loss: -0.36057097 MI_loss: 21.77381 Detection error: 0.009900033473968506 time: 7:52:35.655046
- B/E: 136 / 199 , Gen_loss: -0.3504914 MI_loss: 21.15233 Detection error: 0.00990283489227295 time: 7:52:36.541089
- B/E: 137 / 199 , Gen_loss: -0.35313866 MI_loss: 21.277525 Detection error: 0.009903311729431152 time: 7:52:37.515277
- B/E: 138 / 199 , Gen_loss: -0.362008 MI_loss: 22.004383 Detection error: 0.009908497333526611 time: 7:52:38.344929
- B/E: 139 / 199 , Gen_loss: -0.36597398 MI_loss: 22.333838 Detection error: 0.009913146495819092 time: 7:52:39.199161
- B/E: 140 / 199 , Gen_loss: -0.35246494 MI_loss: 21.309927 Detection error: 0.009913980960845947 time: 7:52:40.080389
- B/E: 141 / 199 , Gen_loss: -0.36314082 MI_loss: 21.90136 Detection error: 0.009908020496368408 time: 7:52:40.963404
- B/E: 142 / 199 , Gen_loss: -0.36063966 MI_loss: 21.887337 Detection error: 0.009909510612487793 time: 7:52:41.845665
- B/E: 143 / 199 , Gen_loss: -0.36333895 MI_loss: 22.01218 Detection error: 0.009907543659210205 time: 7:52:42.726392
- B/E: 144 / 199 , Gen_loss: -0.36141056 MI_loss: 21.937643 Detection error: 0.00991511344909668 time: 7:52:43.611609
- B/E: 145 / 199 , Gen_loss: -0.36269718 MI_loss: 21.89087 Detection error: 0.009921252727508545 time: 7:52:44.499653
- B/E: 146 / 199 , Gen_loss: -0.3547293 MI_loss: 21.312634 Detection error: 0.009923040866851807 time: 7:52:45.407493
- B/E: 147 / 199 , Gen_loss: -0.3588704 MI_loss: 21.759466 Detection error: 0.00992506742477417 time: 7:52:46.292697
- B/E: 148 / 199 , Gen_loss: -0.35999802 MI_loss: 21.898933 Detection error: 0.009926795959472656 time: 7:52:47.174408
- B/E: 149 / 199 , Gen_loss: -0.35637325 MI_loss: 21.71331 Detection error: 0.009933531284332275 time: 7:52:48.058106
-
- Test Loss: 10.261228 Test Error: 0.01078331470489502
- -----
- EPOCH: 200
- B/E: 0 / 200 , Gen_loss: -0.35080063 MI_loss: 21.203255 Detection error: 0.010500013828277588 time: 7:52:50.033690
- B/E: 1 / 200 , Gen_loss: -0.35951182 MI_loss: 21.686829 Detection error: 0.010015606880187988 time: 7:53:17.693139
- B/E: 2 / 200 , Gen_loss: -0.3623048 MI_loss: 21.846748 Detection error: 0.009604156017303467 time: 7:53:18.719909
- B/E: 3 / 200 , Gen_loss: -0.35642707 MI_loss: 21.571617 Detection error: 0.00963282585144043 time: 7:53:19.603220
- B/E: 4 / 200 , Gen_loss: -0.35700706 MI_loss: 21.595844 Detection error: 0.00963127613067627 time: 7:53:20.490004
- B/E: 5 / 200 , Gen_loss: -0.35377577 MI_loss: 21.545532 Detection error: 0.009687483310699463 time: 7:53:21.372429
- B/E: 6 / 200 , Gen_loss: -0.35353756 MI_loss: 21.52786 Detection error: 0.009758949279785156 time: 7:53:22.259533
- B/E: 7 / 200 , Gen_loss: -0.36949423 MI_loss: 22.456997 Detection error: 0.009871065616607666 time: 7:53:23.140573
- B/E: 8 / 200 , Gen_loss: -0.36878577 MI_loss: 22.431973 Detection error: 0.009774327278137207 time: 7:53:24.018263
- B/E: 9 / 200 , Gen_loss: -0.3644757 MI_loss: 22.200558 Detection error: 0.009746849536895752 time: 7:53:24.926641
- B/E: 10 / 200 , Gen_loss: -0.35286295 MI_loss: 21.325584 Detection error: 0.009761393070220947 time: 7:53:25.807011
- B/E: 11 / 200 , Gen_loss: -0.35126567 MI_loss: 21.252384 Detection error: 0.009812474250793457 time: 7:53:26.690178
- B/E: 12 / 200 , Gen_loss: -0.35999474 MI_loss: 21.88224 Detection error: 0.009872615337371826 time: 7:53:27.570068
- B/E: 13 / 200 , Gen_loss: -0.3618917 MI_loss: 21.969822 Detection error: 0.009888410568237305 time: 7:53:28.456205
- B/E: 14 / 200 , Gen_loss: -0.3603198 MI_loss: 21.780418 Detection error: 0.009843766689300537 time: 7:53:29.362032
- B/E: 15 / 200 , Gen_loss: -0.36299002 MI_loss: 21.987011 Detection error: 0.009853541851043701 time: 7:53:30.189466
- B/E: 16 / 200 , Gen_loss: -0.3532469 MI_loss: 21.31474 Detection error: 0.009823501110076904 time: 7:53:31.088913
- B/E: 17 / 200 , Gen_loss: -0.3505123 MI_loss: 21.115374 Detection error: 0.009796857833862305 time: 7:53:31.981388
- B/E: 18 / 200 , Gen_loss: -0.3510382 MI_loss: 21.206818 Detection error: 0.009792745113372803 time: 7:53:32.960961
- B/E: 19 / 200 , Gen_loss: -0.34976175 MI_loss: 21.411081 Detection error: 0.009781241416931152 time: 7:53:33.850152
- B/E: 20 / 200 , Gen_loss: -0.35376224 MI_loss: 21.42523 Detection error: 0.009802103042602539 time: 7:53:34.682500
- B/E: 21 / 200 , Gen_loss: -0.3542941 MI_loss: 21.504126 Detection error: 0.009815335273742676 time: 7:53:35.494774
- B/E: 22 / 200 , Gen_loss: -0.36008567 MI_loss: 21.835196 Detection error: 0.009819269180297852 time: 7:53:36.363011
- B/E: 23 / 200 , Gen_loss: -0.36435065 MI_loss: 21.820507 Detection error: 0.009815096855163574 time: 7:53:37.208616
- B/E: 24 / 200 , Gen_loss: -0.35679117 MI_loss: 21.543736 Detection error: 0.009806275367736816 time: 7:53:38.112639
- B/E: 25 / 200 , Gen_loss: -0.33938953 MI_loss: 20.489182 Detection error: 0.00983893871307373 time: 7:53:39.002878
- B/E: 26 / 200 , Gen_loss: -0.3430966 MI_loss: 21.15191 Detection error: 0.00989466905593872 time: 7:53:39.892204
- B/E: 27 / 200 , Gen_loss: -0.36527193 MI_loss: 22.241755 Detection error: 0.00990515947341919 time: 7:53:40.782625
- B/E: 28 / 200 , Gen_loss: -0.35153553 MI_loss: 21.26714 Detection error: 0.009906232357025146 time: 7:53:41.675727
- B/E: 29 / 200 , Gen_loss: -0.34894872 MI_loss: 21.32355 Detection error: 0.009946882724761963 time: 7:53:42.567796
- B/E: 30 / 200 , Gen_loss: -0.35602415 MI_loss: 21.670263 Detection error: 0.009905219078063965 time: 7:53:43.454355
- B/E: 31 / 200 , Gen_loss: -0.35806295 MI_loss: 21.631968 Detection error: 0.009864270687103271 time: 7:53:44.442351
- B/E: 32 / 200 , Gen_loss: -0.35496217 MI_loss: 21.607819 Detection error: 0.009883522987365723 time: 7:53:45.329603
- B/E: 33 / 200 , Gen_loss: -0.35446742 MI_loss: 21.44667 Detection error: 0.009852051734924316 time: 7:53:46.214427
- B/E: 34 / 200 , Gen_loss: -0.34911817 MI_loss: 21.299217 Detection error: 0.009858906269073486 time: 7:53:47.096920
- B/E: 35 / 200 , Gen_loss: -0.36136025 MI_loss: 21.88135 Detection error: 0.009843766689300537 time: 7:53:47.987405
- B/E: 36 / 200 , Gen_loss: -0.36249033 MI_loss: 21.902533 Detection error: 0.009843766689300537 time: 7:53:48.872214
- B/E: 37 / 200 , Gen_loss: -0.3574297 MI_loss: 21.844658 Detection error: 0.009849488735198975 time: 7:53:49.783411
- B/E: 38 / 200 , Gen_loss: -0.34780675 MI_loss: 20.953548 Detection error: 0.009858191013336182 time: 7:53:50.688588
- B/E: 39 / 200 , Gen_loss: -0.35530972 MI_loss: 21.473137 Detection error: 0.009854674339294434 time: 7:53:51.575885
- B/E: 40 / 200 , Gen_loss: -0.3552151 MI_loss: 21.44595 Detection error: 0.009864330291748047 time: 7:53:52.461149
- B/E: 41 / 200 , Gen_loss: -0.36060497 MI_loss: 21.84983 Detection error: 0.009864568710327148 time: 7:53:53.342632
- B/E: 42 / 200 , Gen_loss: -0.3636425 MI_loss: 22.101698 Detection error: 0.009855389595031738 time: 7:53:54.232942
- B/E: 43 / 200 , Gen_loss: -0.36672318 MI_loss: 22.013462 Detection error: 0.009850859642028809 time: 7:53:55.120200
- B/E: 44 / 200 , Gen_loss: -0.34960032 MI_loss: 21.286516 Detection error: 0.009874284267425537 time: 7:53:56.005691
- B/E: 45 / 200 , Gen_loss: -0.34825656 MI_loss: 21.1267 Detection error: 0.009872257709503174 time: 7:53:56.891247
- B/E: 46 / 200 , Gen_loss: -0.36690566 MI_loss: 22.285322 Detection error: 0.00988095998764038 time: 7:53:57.777343
- B/E: 47 / 200 , Gen_loss: -0.35745025 MI_loss: 21.586477 Detection error: 0.009877622127532959 time: 7:53:58.663077
- B/E: 48 / 200 , Gen_loss: -0.34957212 MI_loss: 21.241644 Detection error: 0.009898602962493896 time: 7:53:59.637959
- B/E: 49 / 200 , Gen_loss: -0.36226174 MI_loss: 22.154964 Detection error: 0.009902477264404297 time: 7:54:00.526805
- B/E: 50 / 200 , Gen_loss: -0.3562459 MI_loss: 21.637451 Detection error: 0.009911775588989258 time: 7:54:01.409485
- B/E: 51 / 200 , Gen_loss: -0.3478647 MI_loss: 21.235737 Detection error: 0.009924888610839844 time: 7:54:02.297620
- B/E: 52 / 200 , Gen_loss: -0.35899547 MI_loss: 21.761293 Detection error: 0.009922146797180176 time: 7:54:03.185223
- B/E: 53 / 200 , Gen_loss: -0.36154145 MI_loss: 21.891901 Detection error: 0.009932279586791992 time: 7:54:04.067683
- B/E: 54 / 200 , Gen_loss: -0.3549161 MI_loss: 21.53533 Detection error: 0.009931802749633789 time: 7:54:04.954670
- B/E: 55 / 200 , Gen_loss: -0.3655805 MI_loss: 22.144402 Detection error: 0.00991910696029663 time: 7:54:05.851938
- B/E: 56 / 200 , Gen_loss: -0.3462764 MI_loss: 20.932766 Detection error: 0.009908974170684814 time: 7:54:06.688887
- B/E: 57 / 200 , Gen_loss: -0.3599121 MI_loss: 21.731644 Detection error: 0.009899795055389404 time: 7:54:07.514045
- B/E: 58 / 200 , Gen_loss: -0.35900062 MI_loss: 21.724983 Detection error: 0.009890377521514893 time: 7:54:08.414693
- B/E: 59 / 200 , Gen_loss: -0.36294135 MI_loss: 21.88718 Detection error: 0.009905219078063965 time: 7:54:09.314590
- B/E: 60 / 200 , Gen_loss: -0.36925972 MI_loss: 22.331799 Detection error: 0.009900093078613281 time: 7:54:10.196246
- B/E: 61 / 200 , Gen_loss: -0.35117397 MI_loss: 21.399176 Detection error: 0.009907245635986328 time: 7:54:11.079298
- B/E: 62 / 200 , Gen_loss: -0.36275026 MI_loss: 22.021877 Detection error: 0.009921610355377197 time: 7:54:11.983190
- B/E: 63 / 200 , Gen_loss: -0.3601896 MI_loss: 21.76356 Detection error: 0.009907245635986328 time: 7:54:12.927285
- B/E: 64 / 200 , Gen_loss: -0.35438472 MI_loss: 21.52364 Detection error: 0.009908199310302734 time: 7:54:13.740364
- B/E: 65 / 200 , Gen_loss: -0.35319257 MI_loss: 21.328674 Detection error: 0.00991666316986084 time: 7:54:14.655523
- B/E: 66 / 200 , Gen_loss: -0.37171116 MI_loss: 22.444513 Detection error: 0.009913265705108643 time: 7:54:15.539078
- B/E: 67 / 200 , Gen_loss: -0.36221847 MI_loss: 21.818956 Detection error: 0.00990992784500122 time: 7:54:16.425163
- B/E: 68 / 200 , Gen_loss: -0.3577505 MI_loss: 21.657173 Detection error: 0.009911656379699707 time: 7:54:17.311085
- B/E: 69 / 200 , Gen_loss: -0.34690586 MI_loss: 21.008884 Detection error: 0.00992053747177124 time: 7:54:18.196204
- B/E: 70 / 200 , Gen_loss: -0.36177415 MI_loss: 21.82079 Detection error: 0.009908020496368408 time: 7:54:19.086926
- B/E: 71 / 200 , Gen_loss: -0.35798797 MI_loss: 21.760254 Detection error: 0.00991666316986084 time: 7:54:19.969110
- B/E: 72 / 200 , Gen_loss: -0.36839017 MI_loss: 22.31774 Detection error: 0.00991523265838623 time: 7:54:20.857511
- B/E: 73 / 200 , Gen_loss: -0.35932532 MI_loss: 21.820087 Detection error: 0.0099104642868042 time: 7:54:21.742525
- B/E: 74 / 200 , Gen_loss: -0.3580833 MI_loss: 21.845453 Detection error: 0.00991290807723999 time: 7:54:22.620206
- B/E: 75 / 200 , Gen_loss: -0.35774934 MI_loss: 21.650675 Detection error: 0.009905397891998291 time: 7:54:23.503991
- B/E: 76 / 200 , Gen_loss: -0.35491893 MI_loss: 21.56719 Detection error: 0.009905457496643066 time: 7:54:24.395578
- B/E: 77 / 200 , Gen_loss: -0.3637093 MI_loss: 22.107384 Detection error: 0.009901821613311768 time: 7:54:25.304442
- B/E: 78 / 200 , Gen_loss: -0.3653629 MI_loss: 22.021664 Detection error: 0.009895563125610352 time: 7:54:26.183098
- B/E: 79 / 200 , Gen_loss: -0.35968003 MI_loss: 21.821701 Detection error: 0.009910941123962402 time: 7:54:27.165284
- B/E: 80 / 200 , Gen_loss: -0.35983056 MI_loss: 21.884823 Detection error: 0.009914755821228027 time: 7:54:28.050172
- B/E: 81 / 200 , Gen_loss: -0.35715833 MI_loss: 21.691448 Detection error: 0.009911179542541504 time: 7:54:28.903813
- B/E: 82 / 200 , Gen_loss: -0.3531567 MI_loss: 21.415586 Detection error: 0.009914159774780273 time: 7:54:29.781991
- B/E: 83 / 200 , Gen_loss: -0.36105245 MI_loss: 21.958164 Detection error: 0.009912550449371338 time: 7:54:30.666454
- B/E: 84 / 200 , Gen_loss: -0.35470724 MI_loss: 21.458603 Detection error: 0.009911775588989258 time: 7:54:31.547570
- B/E: 85 / 200 , Gen_loss: -0.3619957 MI_loss: 21.863539 Detection error: 0.009887337684631348 time: 7:54:32.431964
- B/E: 86 / 200 , Gen_loss: -0.36128423 MI_loss: 21.860123 Detection error: 0.00988757610321045 time: 7:54:33.316430
- B/E: 87 / 200 , Gen_loss: -0.36243019 MI_loss: 21.93502 Detection error: 0.009876430034637451 time: 7:54:34.203569
- B/E: 88 / 200 , Gen_loss: -0.35711932 MI_loss: 21.64229 Detection error: 0.009865522384643555 time: 7:54:35.088680
- B/E: 89 / 200 , Gen_loss: -0.35506716 MI_loss: 21.508316 Detection error: 0.009876370429992676 time: 7:54:35.990712
- B/E: 90 / 200 , Gen_loss: -0.36779734 MI_loss: 22.18893 Detection error: 0.009878456592559814 time: 7:54:36.870886
- B/E: 91 / 200 , Gen_loss: -0.3493894 MI_loss: 20.967604 Detection error: 0.009881436824798584 time: 7:54:37.705455
- B/E: 92 / 200 , Gen_loss: -0.34793425 MI_loss: 21.157217 Detection error: 0.009869277477264404 time: 7:54:38.588047
- B/E: 93 / 200 , Gen_loss: -0.3553137 MI_loss: 21.561337 Detection error: 0.009867668151855469 time: 7:54:39.475575
- B/E: 94 / 200 , Gen_loss: -0.36246675 MI_loss: 21.996983 Detection error: 0.009880602359771729 time: 7:54:40.361815
- B/E: 95 / 200 , Gen_loss: -0.35050273 MI_loss: 21.3236 Detection error: 0.009884119033813477 time: 7:54:41.333427
- B/E: 96 / 200 , Gen_loss: -0.3650084 MI_loss: 22.15057 Detection error: 0.009879529476165771 time: 7:54:42.212730
- B/E: 97 / 200 , Gen_loss: -0.3637515 MI_loss: 22.10102 Detection error: 0.009876251220703125 time: 7:54:43.081010
- B/E: 98 / 200 , Gen_loss: -0.34746474 MI_loss: 21.127857 Detection error: 0.009870588779449463 time: 7:54:43.957942
- B/E: 99 / 200 , Gen_loss: -0.36156458 MI_loss: 21.824512 Detection error: 0.009869992733001709 time: 7:54:44.829047
- B/E: 100 / 200 , Gen_loss: -0.3635501 MI_loss: 22.127745 Detection error: 0.009866952896118164 time: 7:54:45.711018
- B/E: 101 / 200 , Gen_loss: -0.3630868 MI_loss: 22.293175 Detection error: 0.009875297546386719 time: 7:54:46.589651
- B/E: 102 / 200 , Gen_loss: -0.35565612 MI_loss: 21.404467 Detection error: 0.009873509407043457 time: 7:54:47.473703
- B/E: 103 / 200 , Gen_loss: -0.35943466 MI_loss: 21.73693 Detection error: 0.009870469570159912 time: 7:54:48.380568
- B/E: 104 / 200 , Gen_loss: -0.3663349 MI_loss: 22.263348 Detection error: 0.009874999523162842 time: 7:54:49.263142
- B/E: 105 / 200 , Gen_loss: -0.36434025 MI_loss: 22.192501 Detection error: 0.009871184825897217 time: 7:54:50.145899
- B/E: 106 / 200 , Gen_loss: -0.3484219 MI_loss: 21.248703 Detection error: 0.009873807430267334 time: 7:54:51.031851
- B/E: 107 / 200 , Gen_loss: -0.3609005 MI_loss: 21.888247 Detection error: 0.009874701499938965 time: 7:54:51.841825
- B/E: 108 / 200 , Gen_loss: -0.3522974 MI_loss: 21.40093 Detection error: 0.009878993034362793 time: 7:54:52.723099
- B/E: 109 / 200 , Gen_loss: -0.36146742 MI_loss: 22.093023 Detection error: 0.009878098964691162 time: 7:54:53.626813
- B/E: 110 / 200 , Gen_loss: -0.36304075 MI_loss: 21.925617 Detection error: 0.009869635105133057 time: 7:54:54.518685
- B/E: 111 / 200 , Gen_loss: -0.36066148 MI_loss: 21.725613 Detection error: 0.0098649263381958 time: 7:54:55.499824
- B/E: 112 / 200 , Gen_loss: -0.36025164 MI_loss: 21.808456 Detection error: 0.00986391305923462 time: 7:54:56.387159
- B/E: 113 / 200 , Gen_loss: -0.35452038 MI_loss: 21.726196 Detection error: 0.009873926639556885 time: 7:54:57.244940
- B/E: 114 / 200 , Gen_loss: -0.35575932 MI_loss: 21.630476 Detection error: 0.009870648384094238 time: 7:54:58.151789
- B/E: 115 / 200 , Gen_loss: -0.36128 MI_loss: 21.8072 Detection error: 0.00986933708190918 time: 7:54:59.035707
- B/E: 116 / 200 , Gen_loss: -0.357234 MI_loss: 21.654259 Detection error: 0.009867250919342041 time: 7:54:59.917846
- B/E: 117 / 200 , Gen_loss: -0.35620606 MI_loss: 21.644506 Detection error: 0.009870469570159912 time: 7:55:00.800178
- B/E: 118 / 200 , Gen_loss: -0.36070272 MI_loss: 21.809513 Detection error: 0.009863972663879395 time: 7:55:01.682545
- B/E: 119 / 200 , Gen_loss: -0.35922447 MI_loss: 21.689528 Detection error: 0.00986093282699585 time: 7:55:02.570262
- B/E: 120 / 200 , Gen_loss: -0.34997636 MI_loss: 21.24304 Detection error: 0.009858489036560059 time: 7:55:03.452320
- B/E: 121 / 200 , Gen_loss: -0.3514171 MI_loss: 21.470892 Detection error: 0.009861171245574951 time: 7:55:04.369619
- B/E: 122 / 200 , Gen_loss: -0.3655278 MI_loss: 22.162058 Detection error: 0.009855210781097412 time: 7:55:05.255987
- B/E: 123 / 200 , Gen_loss: -0.34593445 MI_loss: 20.984636 Detection error: 0.00985032320022583 time: 7:55:06.146112
- B/E: 124 / 200 , Gen_loss: -0.35574657 MI_loss: 21.448238 Detection error: 0.009846985340118408 time: 7:55:07.024713
- B/E: 125 / 200 , Gen_loss: -0.36013842 MI_loss: 21.776354 Detection error: 0.009851217269897461 time: 7:55:07.907963
- B/E: 126 / 200 , Gen_loss: -0.3605104 MI_loss: 21.907042 Detection error: 0.009858012199401855 time: 7:55:08.796168
- B/E: 127 / 200 , Gen_loss: -0.3460132 MI_loss: 21.004791 Detection error: 0.009859621524810791 time: 7:55:09.763191
- B/E: 128 / 200 , Gen_loss: -0.35233542 MI_loss: 21.382292 Detection error: 0.009863138198852539 time: 7:55:10.568297
- B/E: 129 / 200 , Gen_loss: -0.35894343 MI_loss: 21.746078 Detection error: 0.009868979454040527 time: 7:55:11.383580
- B/E: 130 / 200 , Gen_loss: -0.35614744 MI_loss: 21.532495 Detection error: 0.009875237941741943 time: 7:55:12.155593
- B/E: 131 / 200 , Gen_loss: -0.37116158 MI_loss: 22.330635 Detection error: 0.009881138801574707 time: 7:55:13.052905
- B/E: 132 / 200 , Gen_loss: -0.35670817 MI_loss: 21.55143 Detection error: 0.009876906871795654 time: 7:55:13.936449
- B/E: 133 / 200 , Gen_loss: -0.3607288 MI_loss: 21.934769 Detection error: 0.009881079196929932 time: 7:55:14.823694
- B/E: 134 / 200 , Gen_loss: -0.3608156 MI_loss: 21.942364 Detection error: 0.00988703966140747 time: 7:55:15.705418
- B/E: 135 / 200 , Gen_loss: -0.35961813 MI_loss: 21.75202 Detection error: 0.009884893894195557 time: 7:55:16.594028
- B/E: 136 / 200 , Gen_loss: -0.36096528 MI_loss: 21.808933 Detection error: 0.00988847017288208 time: 7:55:17.480281
- B/E: 137 / 200 , Gen_loss: -0.35524493 MI_loss: 21.520813 Detection error: 0.009893596172332764 time: 7:55:18.363713
- B/E: 138 / 200 , Gen_loss: -0.36448964 MI_loss: 22.276344 Detection error: 0.009897947311401367 time: 7:55:19.249459
- B/E: 139 / 200 , Gen_loss: -0.36290488 MI_loss: 22.013031 Detection error: 0.009903788566589355 time: 7:55:20.137709
- B/E: 140 / 200 , Gen_loss: -0.3583428 MI_loss: 21.692944 Detection error: 0.009903371334075928 time: 7:55:21.027884
- B/E: 141 / 200 , Gen_loss: -0.36566177 MI_loss: 22.07841 Detection error: 0.00990074872970581 time: 7:55:21.915315
- B/E: 142 / 200 , Gen_loss: -0.36059928 MI_loss: 21.806377 Detection error: 0.009898185729980469 time: 7:55:22.798542
- B/E: 143 / 200 , Gen_loss: -0.3549498 MI_loss: 21.596245 Detection error: 0.009894967079162598 time: 7:55:23.761523
- B/E: 144 / 200 , Gen_loss: -0.34654567 MI_loss: 21.109043 Detection error: 0.00990837812423706 time: 7:55:24.651230
- B/E: 145 / 200 , Gen_loss: -0.361581 MI_loss: 21.783157 Detection error: 0.00991135835647583 time: 7:55:25.529601
- B/E: 146 / 200 , Gen_loss: -0.35350266 MI_loss: 21.477785 Detection error: 0.009914755821228027 time: 7:55:26.408892
- B/E: 147 / 200 , Gen_loss: -0.35810444 MI_loss: 21.555258 Detection error: 0.009917676448822021 time: 7:55:27.270486
- B/E: 148 / 200 , Gen_loss: -0.36750853 MI_loss: 22.318592 Detection error: 0.009921371936798096 time: 7:55:28.140460
- B/E: 149 / 200 , Gen_loss: -0.3571981 MI_loss: 21.624945 Detection error: 0.009927511215209961 time: 7:55:29.017845
-
- Test Loss: 10.262604 Test Error: 0.010699987411499023
- -----
- EPOCH: 201
- B/E: 0 / 201 , Gen_loss: -0.3599712 MI_loss: 21.735636 Detection error: 0.010281264781951904 time: 7:55:30.972543
- B/E: 1 / 201 , Gen_loss: -0.3573563 MI_loss: 21.621988 Detection error: 0.010093748569488525 time: 7:55:59.171084
- B/E: 2 / 201 , Gen_loss: -0.353884 MI_loss: 21.413881 Detection error: 0.009687483310699463 time: 7:56:00.079174
- B/E: 3 / 201 , Gen_loss: -0.3534095 MI_loss: 21.477 Detection error: 0.009679675102233887 time: 7:56:00.973283
- B/E: 4 / 201 , Gen_loss: -0.35647306 MI_loss: 21.66175 Detection error: 0.009750008583068848 time: 7:56:01.864029
- B/E: 5 / 201 , Gen_loss: -0.35942596 MI_loss: 21.864956 Detection error: 0.009760439395904541 time: 7:56:02.845639
- B/E: 6 / 201 , Gen_loss: -0.35959825 MI_loss: 21.85695 Detection error: 0.009830355644226074 time: 7:56:03.727653
- B/E: 7 / 201 , Gen_loss: -0.35179415 MI_loss: 21.26159 Detection error: 0.009851574897766113 time: 7:56:04.628154
- B/E: 8 / 201 , Gen_loss: -0.36629024 MI_loss: 22.327595 Detection error: 0.009812474250793457 time: 7:56:05.507281
- B/E: 9 / 201 , Gen_loss: -0.36215267 MI_loss: 21.815361 Detection error: 0.009793758392333984 time: 7:56:06.387101
- B/E: 10 / 201 , Gen_loss: -0.3632362 MI_loss: 22.125406 Detection error: 0.0098380446434021 time: 7:56:07.277956
- B/E: 11 / 201 , Gen_loss: -0.34493324 MI_loss: 20.922516 Detection error: 0.009903669357299805 time: 7:56:08.156962
- B/E: 12 / 201 , Gen_loss: -0.36135405 MI_loss: 21.991394 Detection error: 0.009930312633514404 time: 7:56:08.977269
- B/E: 13 / 201 , Gen_loss: -0.36373016 MI_loss: 21.966856 Detection error: 0.009948670864105225 time: 7:56:09.893638
- B/E: 14 / 201 , Gen_loss: -0.37369755 MI_loss: 22.604887 Detection error: 0.009889602661132812 time: 7:56:10.803925
- B/E: 15 / 201 , Gen_loss: -0.3577734 MI_loss: 21.71343 Detection error: 0.009888648986816406 time: 7:56:11.684519
- B/E: 16 / 201 , Gen_loss: -0.36383906 MI_loss: 21.85094 Detection error: 0.009849250316619873 time: 7:56:12.564027
- B/E: 17 / 201 , Gen_loss: -0.36281565 MI_loss: 22.060295 Detection error: 0.009866297245025635 time: 7:56:13.456600
- B/E: 18 / 201 , Gen_loss: -0.36118212 MI_loss: 21.9348 Detection error: 0.009845376014709473 time: 7:56:14.347932
- B/E: 19 / 201 , Gen_loss: -0.3641067 MI_loss: 22.24467 Detection error: 0.009828150272369385 time: 7:56:15.227402
- B/E: 20 / 201 , Gen_loss: -0.35627294 MI_loss: 21.699133 Detection error: 0.009854137897491455 time: 7:56:16.202960
- B/E: 21 / 201 , Gen_loss: -0.3675978 MI_loss: 22.229956 Detection error: 0.00984656810760498 time: 7:56:17.088412
- B/E: 22 / 201 , Gen_loss: -0.3663154 MI_loss: 22.254036 Detection error: 0.009845137596130371 time: 7:56:17.975607
- B/E: 23 / 201 , Gen_loss: -0.35866988 MI_loss: 21.630472 Detection error: 0.009845077991485596 time: 7:56:18.802313
- B/E: 24 / 201 , Gen_loss: -0.35109273 MI_loss: 21.237156 Detection error: 0.009843766689300537 time: 7:56:19.573944
- B/E: 25 / 201 , Gen_loss: -0.34940994 MI_loss: 21.186922 Detection error: 0.009870171546936035 time: 7:56:20.348018
- B/E: 26 / 201 , Gen_loss: -0.3528955 MI_loss: 21.539005 Detection error: 0.00992363691329956 time: 7:56:21.207480
- B/E: 27 / 201 , Gen_loss: -0.357825 MI_loss: 21.902706 Detection error: 0.009940862655639648 time: 7:56:22.092504
- B/E: 28 / 201 , Gen_loss: -0.3690932 MI_loss: 22.296635 Detection error: 0.009937524795532227 time: 7:56:22.980901
- B/E: 29 / 201 , Gen_loss: -0.3598402 MI_loss: 21.895275 Detection error: 0.009960412979125977 time: 7:56:23.849942
- B/E: 30 / 201 , Gen_loss: -0.3471286 MI_loss: 21.057364 Detection error: 0.009938478469848633 time: 7:56:24.736646
- B/E: 31 / 201 , Gen_loss: -0.35686824 MI_loss: 21.565102 Detection error: 0.009903311729431152 time: 7:56:25.627546
- B/E: 32 / 201 , Gen_loss: -0.36697528 MI_loss: 22.243477 Detection error: 0.009899616241455078 time: 7:56:26.517230
- B/E: 33 / 201 , Gen_loss: -0.36210212 MI_loss: 21.958855 Detection error: 0.009892463684082031 time: 7:56:27.409810
- B/E: 34 / 201 , Gen_loss: -0.35741684 MI_loss: 21.902243 Detection error: 0.009895563125610352 time: 7:56:28.302343
- B/E: 35 / 201 , Gen_loss: -0.3487101 MI_loss: 21.106844 Detection error: 0.009873270988464355 time: 7:56:29.195104
- B/E: 36 / 201 , Gen_loss: -0.37066576 MI_loss: 22.415941 Detection error: 0.009885966777801514 time: 7:56:30.169009
- B/E: 37 / 201 , Gen_loss: -0.3528436 MI_loss: 21.444489 Detection error: 0.009874999523162842 time: 7:56:31.099891
- B/E: 38 / 201 , Gen_loss: -0.35552743 MI_loss: 21.539133 Detection error: 0.009895861148834229 time: 7:56:31.993764
- B/E: 39 / 201 , Gen_loss: -0.35839394 MI_loss: 21.719648 Detection error: 0.009887516498565674 time: 7:56:32.886327
- B/E: 40 / 201 , Gen_loss: -0.37363887 MI_loss: 22.721748 Detection error: 0.009875774383544922 time: 7:56:33.779839
- B/E: 41 / 201 , Gen_loss: -0.3739836 MI_loss: 22.523071 Detection error: 0.00988095998764038 time: 7:56:34.667998
- B/E: 42 / 201 , Gen_loss: -0.3626006 MI_loss: 21.965399 Detection error: 0.00988227128982544 time: 7:56:35.558626
- B/E: 43 / 201 , Gen_loss: -0.3622923 MI_loss: 21.83491 Detection error: 0.00987786054611206 time: 7:56:36.445753
- B/E: 44 / 201 , Gen_loss: -0.3624148 MI_loss: 22.208952 Detection error: 0.009882628917694092 time: 7:56:37.279069
- B/E: 45 / 201 , Gen_loss: -0.36211717 MI_loss: 21.93761 Detection error: 0.009898781776428223 time: 7:56:38.082009
- B/E: 46 / 201 , Gen_loss: -0.35636815 MI_loss: 21.699202 Detection error: 0.009908914566040039 time: 7:56:38.911159
- B/E: 47 / 201 , Gen_loss: -0.36273494 MI_loss: 22.001022 Detection error: 0.00991600751876831 time: 7:56:39.682188
- B/E: 48 / 201 , Gen_loss: -0.35316133 MI_loss: 21.38096 Detection error: 0.009929180145263672 time: 7:56:40.582629
- B/E: 49 / 201 , Gen_loss: -0.35565257 MI_loss: 21.617805 Detection error: 0.009937524795532227 time: 7:56:41.492152
- B/E: 50 / 201 , Gen_loss: -0.36440223 MI_loss: 22.004972 Detection error: 0.009928286075592041 time: 7:56:42.370045
- B/E: 51 / 201 , Gen_loss: -0.35676706 MI_loss: 21.785147 Detection error: 0.00993812084197998 time: 7:56:43.251427
- B/E: 52 / 201 , Gen_loss: -0.3670586 MI_loss: 22.262646 Detection error: 0.00993335247039795 time: 7:56:44.232764
- B/E: 53 / 201 , Gen_loss: -0.3614178 MI_loss: 21.814898 Detection error: 0.009947359561920166 time: 7:56:45.113558
- B/E: 54 / 201 , Gen_loss: -0.36237273 MI_loss: 21.883472 Detection error: 0.009952247142791748 time: 7:56:45.994834
- B/E: 55 / 201 , Gen_loss: -0.3605002 MI_loss: 21.795036 Detection error: 0.009936392307281494 time: 7:56:46.826934
- B/E: 56 / 201 , Gen_loss: -0.36691666 MI_loss: 22.198942 Detection error: 0.009919404983520508 time: 7:56:47.665179
- B/E: 57 / 201 , Gen_loss: -0.36511236 MI_loss: 22.07185 Detection error: 0.009916484355926514 time: 7:56:48.557008
- B/E: 58 / 201 , Gen_loss: -0.35532922 MI_loss: 21.40704 Detection error: 0.00990992784500122 time: 7:56:49.438866
- B/E: 59 / 201 , Gen_loss: -0.36885965 MI_loss: 22.367496 Detection error: 0.009925544261932373 time: 7:56:50.324492
- B/E: 60 / 201 , Gen_loss: -0.3582668 MI_loss: 21.861916 Detection error: 0.00992518663406372 time: 7:56:51.138151
- B/E: 61 / 201 , Gen_loss: -0.35653052 MI_loss: 21.533058 Detection error: 0.009922385215759277 time: 7:56:52.035227
- B/E: 62 / 201 , Gen_loss: -0.36342034 MI_loss: 22.059074 Detection error: 0.009930074214935303 time: 7:56:52.888141
- B/E: 63 / 201 , Gen_loss: -0.35864273 MI_loss: 21.61512 Detection error: 0.00992727279663086 time: 7:56:53.785785
- B/E: 64 / 201 , Gen_loss: -0.34666798 MI_loss: 21.167566 Detection error: 0.009921133518218994 time: 7:56:54.666542
- B/E: 65 / 201 , Gen_loss: -0.35608295 MI_loss: 21.597277 Detection error: 0.009929478168487549 time: 7:56:55.550828
- B/E: 66 / 201 , Gen_loss: -0.35705093 MI_loss: 21.608877 Detection error: 0.009924888610839844 time: 7:56:56.439698
- B/E: 67 / 201 , Gen_loss: -0.36152115 MI_loss: 22.000359 Detection error: 0.009920954704284668 time: 7:56:57.325369
- B/E: 68 / 201 , Gen_loss: -0.37106982 MI_loss: 22.483917 Detection error: 0.009924352169036865 time: 7:56:58.310882
- B/E: 69 / 201 , Gen_loss: -0.35736865 MI_loss: 21.585457 Detection error: 0.009933948516845703 time: 7:56:59.200181
- B/E: 70 / 201 , Gen_loss: -0.37279698 MI_loss: 22.479088 Detection error: 0.009930908679962158 time: 7:57:00.082932
- B/E: 71 / 201 , Gen_loss: -0.34965748 MI_loss: 21.306328 Detection error: 0.009934008121490479 time: 7:57:00.963599
- B/E: 72 / 201 , Gen_loss: -0.35904333 MI_loss: 21.671509 Detection error: 0.009931504726409912 time: 7:57:01.846865
- B/E: 73 / 201 , Gen_loss: -0.36040354 MI_loss: 21.871534 Detection error: 0.009925663471221924 time: 7:57:02.734274
- B/E: 74 / 201 , Gen_loss: -0.36062208 MI_loss: 21.94728 Detection error: 0.009920835494995117 time: 7:57:03.617136
- B/E: 75 / 201 , Gen_loss: -0.36085182 MI_loss: 21.981936 Detection error: 0.009919404983520508 time: 7:57:04.514437
- B/E: 76 / 201 , Gen_loss: -0.35718575 MI_loss: 21.669338 Detection error: 0.009918034076690674 time: 7:57:05.407460
- B/E: 77 / 201 , Gen_loss: -0.36015758 MI_loss: 21.760273 Detection error: 0.009915053844451904 time: 7:57:06.288958
- B/E: 78 / 201 , Gen_loss: -0.36257133 MI_loss: 21.962357 Detection error: 0.009911000728607178 time: 7:57:07.173793
- B/E: 79 / 201 , Gen_loss: -0.35439122 MI_loss: 21.610756 Detection error: 0.009924232959747314 time: 7:57:08.053912
- B/E: 80 / 201 , Gen_loss: -0.3587232 MI_loss: 21.781555 Detection error: 0.009932458400726318 time: 7:57:08.939274
- B/E: 81 / 201 , Gen_loss: -0.3602489 MI_loss: 21.78702 Detection error: 0.009923040866851807 time: 7:57:09.822063
- B/E: 82 / 201 , Gen_loss: -0.35956836 MI_loss: 21.691994 Detection error: 0.009920179843902588 time: 7:57:10.700238
- B/E: 83 / 201 , Gen_loss: -0.35632023 MI_loss: 21.670742 Detection error: 0.009923756122589111 time: 7:57:11.580976
- B/E: 84 / 201 , Gen_loss: -0.35585293 MI_loss: 21.647474 Detection error: 0.009918034076690674 time: 7:57:12.552199
- B/E: 85 / 201 , Gen_loss: -0.35447052 MI_loss: 21.488659 Detection error: 0.009892106056213379 time: 7:57:13.438527
- B/E: 86 / 201 , Gen_loss: -0.37470832 MI_loss: 22.757906 Detection error: 0.009899437427520752 time: 7:57:14.327756
- B/E: 87 / 201 , Gen_loss: -0.34854513 MI_loss: 20.979124 Detection error: 0.009882807731628418 time: 7:57:15.209643
- B/E: 88 / 201 , Gen_loss: -0.36111018 MI_loss: 21.904837 Detection error: 0.009875714778900146 time: 7:57:16.095568
- B/E: 89 / 201 , Gen_loss: -0.36723822 MI_loss: 22.376472 Detection error: 0.009883701801300049 time: 7:57:16.981928
- B/E: 90 / 201 , Gen_loss: -0.35716337 MI_loss: 21.55051 Detection error: 0.009886682033538818 time: 7:57:17.860598
- B/E: 91 / 201 , Gen_loss: -0.35682443 MI_loss: 21.53186 Detection error: 0.00988858938217163 time: 7:57:18.742437
- B/E: 92 / 201 , Gen_loss: -0.35107252 MI_loss: 21.167728 Detection error: 0.009871959686279297 time: 7:57:19.630091
- B/E: 93 / 201 , Gen_loss: -0.35891846 MI_loss: 21.790747 Detection error: 0.009874343872070312 time: 7:57:20.524057
- B/E: 94 / 201 , Gen_loss: -0.35914683 MI_loss: 21.994083 Detection error: 0.009894073009490967 time: 7:57:21.408978
- B/E: 95 / 201 , Gen_loss: -0.35465375 MI_loss: 21.599707 Detection error: 0.009892582893371582 time: 7:57:22.293639
- B/E: 96 / 201 , Gen_loss: -0.36886126 MI_loss: 22.34155 Detection error: 0.009889483451843262 time: 7:57:23.194249
- B/E: 97 / 201 , Gen_loss: -0.35829055 MI_loss: 21.85129 Detection error: 0.00988459587097168 time: 7:57:24.077153
- B/E: 98 / 201 , Gen_loss: -0.36138794 MI_loss: 21.820475 Detection error: 0.009872794151306152 time: 7:57:24.961042
- B/E: 99 / 201 , Gen_loss: -0.35817254 MI_loss: 21.680962 Detection error: 0.009871900081634521 time: 7:57:25.857393
- B/E: 100 / 201 , Gen_loss: -0.37214434 MI_loss: 22.65054 Detection error: 0.009870350360870361 time: 7:57:26.821891
- B/E: 101 / 201 , Gen_loss: -0.3573476 MI_loss: 21.788513 Detection error: 0.009879589080810547 time: 7:57:27.703707
- B/E: 102 / 201 , Gen_loss: -0.35505912 MI_loss: 21.660383 Detection error: 0.009881079196929932 time: 7:57:28.584191
- B/E: 103 / 201 , Gen_loss: -0.3686786 MI_loss: 22.212162 Detection error: 0.00987863540649414 time: 7:57:29.489112
- B/E: 104 / 201 , Gen_loss: -0.35502228 MI_loss: 21.6408 Detection error: 0.009876787662506104 time: 7:57:30.369339
- B/E: 105 / 201 , Gen_loss: -0.3619769 MI_loss: 21.995983 Detection error: 0.009874999523162842 time: 7:57:31.246893
- B/E: 106 / 201 , Gen_loss: -0.35875028 MI_loss: 21.849234 Detection error: 0.00987851619720459 time: 7:57:32.138303
- B/E: 107 / 201 , Gen_loss: -0.35326523 MI_loss: 21.314335 Detection error: 0.009879350662231445 time: 7:57:33.027511
- B/E: 108 / 201 , Gen_loss: -0.35831928 MI_loss: 21.746986 Detection error: 0.009878993034362793 time: 7:57:33.912850
- B/E: 109 / 201 , Gen_loss: -0.3609492 MI_loss: 21.974733 Detection error: 0.009880125522613525 time: 7:57:34.791195
- B/E: 110 / 201 , Gen_loss: -0.35952547 MI_loss: 21.807804 Detection error: 0.009874999523162842 time: 7:57:35.675270
- B/E: 111 / 201 , Gen_loss: -0.364327 MI_loss: 22.008091 Detection error: 0.009869992733001709 time: 7:57:36.558125
- B/E: 112 / 201 , Gen_loss: -0.35957092 MI_loss: 21.837883 Detection error: 0.009868085384368896 time: 7:57:37.441305
- B/E: 113 / 201 , Gen_loss: -0.36129454 MI_loss: 21.966398 Detection error: 0.009876906871795654 time: 7:57:38.323227
- B/E: 114 / 201 , Gen_loss: -0.3600297 MI_loss: 21.86912 Detection error: 0.009878814220428467 time: 7:57:39.209626
- B/E: 115 / 201 , Gen_loss: -0.36509514 MI_loss: 22.048746 Detection error: 0.00987553596496582 time: 7:57:40.092956
- B/E: 116 / 201 , Gen_loss: -0.35992956 MI_loss: 21.704212 Detection error: 0.00987231731414795 time: 7:57:41.070075
- B/E: 117 / 201 , Gen_loss: -0.36060396 MI_loss: 21.928225 Detection error: 0.009873926639556885 time: 7:57:41.954727
- B/E: 118 / 201 , Gen_loss: -0.35869655 MI_loss: 21.729582 Detection error: 0.009868443012237549 time: 7:57:42.841418
- B/E: 119 / 201 , Gen_loss: -0.354889 MI_loss: 21.53127 Detection error: 0.009866118431091309 time: 7:57:43.729505
- B/E: 120 / 201 , Gen_loss: -0.35874784 MI_loss: 21.640549 Detection error: 0.009862363338470459 time: 7:57:44.579643
- B/E: 121 / 201 , Gen_loss: -0.3703804 MI_loss: 22.661549 Detection error: 0.009866297245025635 time: 7:57:45.464737
- B/E: 122 / 201 , Gen_loss: -0.36348805 MI_loss: 21.966246 Detection error: 0.00985950231552124 time: 7:57:46.350042
- B/E: 123 / 201 , Gen_loss: -0.35527685 MI_loss: 21.39866 Detection error: 0.009856581687927246 time: 7:57:47.234620
- B/E: 124 / 201 , Gen_loss: -0.368735 MI_loss: 22.280102 Detection error: 0.009852230548858643 time: 7:57:48.115243
- B/E: 125 / 201 , Gen_loss: -0.36477333 MI_loss: 22.164856 Detection error: 0.009854435920715332 time: 7:57:49.003015
- B/E: 126 / 201 , Gen_loss: -0.35700417 MI_loss: 21.69751 Detection error: 0.00986391305923462 time: 7:57:49.888631
- B/E: 127 / 201 , Gen_loss: -0.35082242 MI_loss: 21.245964 Detection error: 0.00986325740814209 time: 7:57:50.772288
- B/E: 128 / 201 , Gen_loss: -0.36011836 MI_loss: 21.912098 Detection error: 0.00986945629119873 time: 7:57:51.656775
- B/E: 129 / 201 , Gen_loss: -0.36329487 MI_loss: 22.10545 Detection error: 0.009875476360321045 time: 7:57:52.538881
- B/E: 130 / 201 , Gen_loss: -0.35093424 MI_loss: 21.25329 Detection error: 0.009880244731903076 time: 7:57:53.424360
- B/E: 131 / 201 , Gen_loss: -0.3607959 MI_loss: 21.767733 Detection error: 0.009885668754577637 time: 7:57:54.305136
- B/E: 132 / 201 , Gen_loss: -0.34855577 MI_loss: 21.094078 Detection error: 0.009881556034088135 time: 7:57:55.270247
- B/E: 133 / 201 , Gen_loss: -0.3593119 MI_loss: 21.916235 Detection error: 0.009886205196380615 time: 7:57:56.159831
- B/E: 134 / 201 , Gen_loss: -0.35521373 MI_loss: 21.634918 Detection error: 0.009890973567962646 time: 7:57:57.046775
- B/E: 135 / 201 , Gen_loss: -0.37595776 MI_loss: 22.865444 Detection error: 0.009892940521240234 time: 7:57:57.930506
- B/E: 136 / 201 , Gen_loss: -0.36077762 MI_loss: 21.779966 Detection error: 0.009892106056213379 time: 7:57:58.813307
- B/E: 137 / 201 , Gen_loss: -0.35628936 MI_loss: 21.604382 Detection error: 0.009895145893096924 time: 7:57:59.707735
- B/E: 138 / 201 , Gen_loss: -0.35897145 MI_loss: 21.681835 Detection error: 0.009896814823150635 time: 7:58:00.592683
- B/E: 139 / 201 , Gen_loss: -0.35735917 MI_loss: 21.859262 Detection error: 0.009902656078338623 time: 7:58:01.476162
- B/E: 140 / 201 , Gen_loss: -0.35804462 MI_loss: 21.729225 Detection error: 0.009902238845825195 time: 7:58:02.380146
- B/E: 141 / 201 , Gen_loss: -0.35929853 MI_loss: 21.650414 Detection error: 0.009902536869049072 time: 7:58:03.265191
- B/E: 142 / 201 , Gen_loss: -0.3708575 MI_loss: 22.477924 Detection error: 0.009901642799377441 time: 7:58:04.154871
- B/E: 143 / 201 , Gen_loss: -0.36747146 MI_loss: 22.275604 Detection error: 0.009900808334350586 time: 7:58:05.052505
- B/E: 144 / 201 , Gen_loss: -0.35368568 MI_loss: 21.458906 Detection error: 0.00990837812423706 time: 7:58:05.940715
- B/E: 145 / 201 , Gen_loss: -0.34698862 MI_loss: 20.980766 Detection error: 0.009915471076965332 time: 7:58:06.828274
- B/E: 146 / 201 , Gen_loss: -0.35367045 MI_loss: 21.321598 Detection error: 0.009915590286254883 time: 7:58:07.715176
- B/E: 147 / 201 , Gen_loss: -0.36689737 MI_loss: 22.1749 Detection error: 0.009917020797729492 time: 7:58:08.617921
- B/E: 148 / 201 , Gen_loss: -0.36318055 MI_loss: 21.84595 Detection error: 0.009921550750732422 time: 7:58:09.601734
- B/E: 149 / 201 , Gen_loss: -0.36069435 MI_loss: 22.023354 Detection error: 0.009928524494171143 time: 7:58:10.493975
-
- Test Loss: 10.27387 Test Error: 0.01077502965927124
- -----
- EPOCH: 202
- B/E: 0 / 202 , Gen_loss: -0.36309466 MI_loss: 21.77365 Detection error: 0.009968757629394531 time: 7:58:12.460353
- B/E: 1 / 202 , Gen_loss: -0.34909287 MI_loss: 21.145454 Detection error: 0.010249972343444824 time: 7:58:40.472768
- B/E: 2 / 202 , Gen_loss: -0.3553743 MI_loss: 21.483139 Detection error: 0.009802103042602539 time: 7:58:41.370359
- B/E: 3 / 202 , Gen_loss: -0.3629555 MI_loss: 22.114853 Detection error: 0.009742200374603271 time: 7:58:42.261382
- B/E: 4 / 202 , Gen_loss: -0.36067286 MI_loss: 21.823765 Detection error: 0.009656250476837158 time: 7:58:43.163660
- B/E: 5 / 202 , Gen_loss: -0.35392466 MI_loss: 21.622545 Detection error: 0.009802103042602539 time: 7:58:44.046015
- B/E: 6 / 202 , Gen_loss: -0.36098468 MI_loss: 21.984285 Detection error: 0.009888410568237305 time: 7:58:44.932379
- B/E: 7 / 202 , Gen_loss: -0.36426422 MI_loss: 21.922903 Detection error: 0.00989454984664917 time: 7:58:45.835575
- B/E: 8 / 202 , Gen_loss: -0.3540328 MI_loss: 21.450527 Detection error: 0.009854137897491455 time: 7:58:46.714039
- B/E: 9 / 202 , Gen_loss: -0.36929527 MI_loss: 22.288408 Detection error: 0.009774982929229736 time: 7:58:47.591484
- B/E: 10 / 202 , Gen_loss: -0.37333754 MI_loss: 22.761063 Detection error: 0.009812474250793457 time: 7:58:48.577983
- B/E: 11 / 202 , Gen_loss: -0.3573677 MI_loss: 21.594986 Detection error: 0.009872376918792725 time: 7:58:49.468844
- B/E: 12 / 202 , Gen_loss: -0.35896334 MI_loss: 21.763508 Detection error: 0.009935081005096436 time: 7:58:50.354021
- B/E: 13 / 202 , Gen_loss: -0.37281582 MI_loss: 22.488281 Detection error: 0.009921848773956299 time: 7:58:51.237973
- B/E: 14 / 202 , Gen_loss: -0.36187547 MI_loss: 21.906384 Detection error: 0.00989377498626709 time: 7:58:52.124967
- B/E: 15 / 202 , Gen_loss: -0.36403444 MI_loss: 22.068823 Detection error: 0.009910166263580322 time: 7:58:53.008440
- B/E: 16 / 202 , Gen_loss: -0.3662442 MI_loss: 22.008345 Detection error: 0.009882330894470215 time: 7:58:53.841767
- B/E: 17 / 202 , Gen_loss: -0.35969388 MI_loss: 21.851738 Detection error: 0.009881973266601562 time: 7:58:54.736187
- B/E: 18 / 202 , Gen_loss: -0.36086148 MI_loss: 21.821178 Detection error: 0.009812474250793457 time: 7:58:55.622006
- B/E: 19 / 202 , Gen_loss: -0.36401358 MI_loss: 22.202991 Detection error: 0.009823441505432129 time: 7:58:56.516954
- B/E: 20 / 202 , Gen_loss: -0.34783378 MI_loss: 21.031216 Detection error: 0.009860098361968994 time: 7:58:57.408359
- B/E: 21 / 202 , Gen_loss: -0.34912303 MI_loss: 21.232594 Detection error: 0.00986790657043457 time: 7:58:58.290551
- B/E: 22 / 202 , Gen_loss: -0.3685698 MI_loss: 22.339794 Detection error: 0.009855985641479492 time: 7:58:59.158939
- B/E: 23 / 202 , Gen_loss: -0.3558235 MI_loss: 21.68335 Detection error: 0.009845077991485596 time: 7:59:00.056226
- B/E: 24 / 202 , Gen_loss: -0.36920926 MI_loss: 22.238459 Detection error: 0.00984877347946167 time: 7:59:00.944540
- B/E: 25 / 202 , Gen_loss: -0.36022604 MI_loss: 21.783522 Detection error: 0.009854555130004883 time: 7:59:01.842313
- B/E: 26 / 202 , Gen_loss: -0.3565152 MI_loss: 21.612581 Detection error: 0.009920120239257812 time: 7:59:02.734088
- B/E: 27 / 202 , Gen_loss: -0.36080003 MI_loss: 21.899118 Detection error: 0.00992971658706665 time: 7:59:03.627368
- B/E: 28 / 202 , Gen_loss: -0.3531826 MI_loss: 21.558283 Detection error: 0.00993645191192627 time: 7:59:04.532057
- B/E: 29 / 202 , Gen_loss: -0.36272398 MI_loss: 22.123474 Detection error: 0.00995105504989624 time: 7:59:05.414390
- B/E: 30 / 202 , Gen_loss: -0.35342175 MI_loss: 21.458117 Detection error: 0.009929418563842773 time: 7:59:06.302959
- B/E: 31 / 202 , Gen_loss: -0.3569517 MI_loss: 21.589369 Detection error: 0.009891629219055176 time: 7:59:07.199610
- B/E: 32 / 202 , Gen_loss: -0.35510656 MI_loss: 21.649004 Detection error: 0.009919524192810059 time: 7:59:08.034267
- B/E: 33 / 202 , Gen_loss: -0.35676697 MI_loss: 21.421894 Detection error: 0.009876847267150879 time: 7:59:08.831605
- B/E: 34 / 202 , Gen_loss: -0.36119726 MI_loss: 21.900845 Detection error: 0.009874105453491211 time: 7:59:09.727880
- B/E: 35 / 202 , Gen_loss: -0.36394456 MI_loss: 22.157187 Detection error: 0.009867191314697266 time: 7:59:10.607121
- B/E: 36 / 202 , Gen_loss: -0.35910633 MI_loss: 21.62027 Detection error: 0.009869933128356934 time: 7:59:11.489944
- B/E: 37 / 202 , Gen_loss: -0.3641136 MI_loss: 22.134123 Detection error: 0.009856879711151123 time: 7:59:12.373457
- B/E: 38 / 202 , Gen_loss: -0.35693917 MI_loss: 21.702126 Detection error: 0.009890198707580566 time: 7:59:13.261722
- B/E: 39 / 202 , Gen_loss: -0.36377034 MI_loss: 21.747763 Detection error: 0.009867191314697266 time: 7:59:14.147137
- B/E: 40 / 202 , Gen_loss: -0.36039928 MI_loss: 21.819296 Detection error: 0.009862780570983887 time: 7:59:15.034013
- B/E: 41 / 202 , Gen_loss: -0.36250237 MI_loss: 21.865799 Detection error: 0.009864568710327148 time: 7:59:16.003033
- B/E: 42 / 202 , Gen_loss: -0.35731685 MI_loss: 21.78648 Detection error: 0.00986480712890625 time: 7:59:16.890744
- B/E: 43 / 202 , Gen_loss: -0.35310602 MI_loss: 21.38238 Detection error: 0.009855091571807861 time: 7:59:17.776708
- B/E: 44 / 202 , Gen_loss: -0.35760692 MI_loss: 21.732578 Detection error: 0.00987708568572998 time: 7:59:18.671927
- B/E: 45 / 202 , Gen_loss: -0.36581865 MI_loss: 22.132532 Detection error: 0.009879052639007568 time: 7:59:19.569079
- B/E: 46 / 202 , Gen_loss: -0.3508247 MI_loss: 21.412449 Detection error: 0.009896934032440186 time: 7:59:20.452276
- B/E: 47 / 202 , Gen_loss: -0.36321628 MI_loss: 21.963833 Detection error: 0.009888648986816406 time: 7:59:21.267986
- B/E: 48 / 202 , Gen_loss: -0.35882077 MI_loss: 21.788033 Detection error: 0.009908139705657959 time: 7:59:22.145228
- B/E: 49 / 202 , Gen_loss: -0.3462462 MI_loss: 21.109257 Detection error: 0.009913146495819092 time: 7:59:23.031072
- B/E: 50 / 202 , Gen_loss: -0.3545501 MI_loss: 21.520363 Detection error: 0.00990992784500122 time: 7:59:23.882619
- B/E: 51 / 202 , Gen_loss: -0.35564202 MI_loss: 21.61647 Detection error: 0.009923100471496582 time: 7:59:24.803859
- B/E: 52 / 202 , Gen_loss: -0.3509483 MI_loss: 21.251379 Detection error: 0.009927451610565186 time: 7:59:25.690705
- B/E: 53 / 202 , Gen_loss: -0.37285125 MI_loss: 22.682182 Detection error: 0.009945034980773926 time: 7:59:26.572240
- B/E: 54 / 202 , Gen_loss: -0.3614164 MI_loss: 21.89133 Detection error: 0.009942591190338135 time: 7:59:27.449148
- B/E: 55 / 202 , Gen_loss: -0.3653177 MI_loss: 22.146448 Detection error: 0.00992131233215332 time: 7:59:28.339508
- B/E: 56 / 202 , Gen_loss: -0.35637176 MI_loss: 21.564915 Detection error: 0.009905695915222168 time: 7:59:29.224243
- B/E: 57 / 202 , Gen_loss: -0.36776686 MI_loss: 22.297173 Detection error: 0.009906768798828125 time: 7:59:30.202579
- B/E: 58 / 202 , Gen_loss: -0.36152166 MI_loss: 21.884794 Detection error: 0.009888231754302979 time: 7:59:31.084837
- B/E: 59 / 202 , Gen_loss: -0.35317844 MI_loss: 21.447552 Detection error: 0.009918212890625 time: 7:59:31.975292
- B/E: 60 / 202 , Gen_loss: -0.35915214 MI_loss: 21.623657 Detection error: 0.009910881519317627 time: 7:59:32.864338
- B/E: 61 / 202 , Gen_loss: -0.35717452 MI_loss: 21.804361 Detection error: 0.009914815425872803 time: 7:59:33.759807
- B/E: 62 / 202 , Gen_loss: -0.36197224 MI_loss: 21.964888 Detection error: 0.009919166564941406 time: 7:59:34.642404
- B/E: 63 / 202 , Gen_loss: -0.36145845 MI_loss: 21.979427 Detection error: 0.00991600751876831 time: 7:59:35.526981
- B/E: 64 / 202 , Gen_loss: -0.36270532 MI_loss: 22.075155 Detection error: 0.009912490844726562 time: 7:59:36.414917
- B/E: 65 / 202 , Gen_loss: -0.36059496 MI_loss: 21.71754 Detection error: 0.00991809368133545 time: 7:59:37.324393
- B/E: 66 / 202 , Gen_loss: -0.3701419 MI_loss: 22.309494 Detection error: 0.009916484355926514 time: 7:59:38.207102
- B/E: 67 / 202 , Gen_loss: -0.3597199 MI_loss: 21.718153 Detection error: 0.009908080101013184 time: 7:59:39.096750
- B/E: 68 / 202 , Gen_loss: -0.35193804 MI_loss: 21.323671 Detection error: 0.00991666316986084 time: 7:59:39.987652
- B/E: 69 / 202 , Gen_loss: -0.3627001 MI_loss: 22.007648 Detection error: 0.00991964340209961 time: 7:59:40.891583
- B/E: 70 / 202 , Gen_loss: -0.36242127 MI_loss: 21.978048 Detection error: 0.009911537170410156 time: 7:59:41.779522
- B/E: 71 / 202 , Gen_loss: -0.35369825 MI_loss: 21.426022 Detection error: 0.009916245937347412 time: 7:59:42.669125
- B/E: 72 / 202 , Gen_loss: -0.36123943 MI_loss: 21.948994 Detection error: 0.009918212890625 time: 7:59:43.561115
- B/E: 73 / 202 , Gen_loss: -0.3613623 MI_loss: 21.98786 Detection error: 0.009906649589538574 time: 7:59:44.533941
- B/E: 74 / 202 , Gen_loss: -0.36305895 MI_loss: 22.028206 Detection error: 0.009908735752105713 time: 7:59:45.418896
- B/E: 75 / 202 , Gen_loss: -0.3581078 MI_loss: 21.714214 Detection error: 0.009903788566589355 time: 7:59:46.314145
- B/E: 76 / 202 , Gen_loss: -0.36219668 MI_loss: 21.98222 Detection error: 0.009903013706207275 time: 7:59:47.205476
- B/E: 77 / 202 , Gen_loss: -0.3551189 MI_loss: 21.46379 Detection error: 0.009904265403747559 time: 7:59:48.090598
- B/E: 78 / 202 , Gen_loss: -0.36477363 MI_loss: 22.000229 Detection error: 0.009899139404296875 time: 7:59:48.927768
- B/E: 79 / 202 , Gen_loss: -0.3540604 MI_loss: 21.563818 Detection error: 0.009908616542816162 time: 7:59:49.719333
- B/E: 80 / 202 , Gen_loss: -0.35497525 MI_loss: 21.590754 Detection error: 0.00991898775100708 time: 7:59:50.495502
- B/E: 81 / 202 , Gen_loss: -0.36089474 MI_loss: 21.967648 Detection error: 0.009908914566040039 time: 7:59:51.287449
- B/E: 82 / 202 , Gen_loss: -0.3643134 MI_loss: 22.017113 Detection error: 0.009907364845275879 time: 7:59:52.091697
- B/E: 83 / 202 , Gen_loss: -0.35809973 MI_loss: 21.747766 Detection error: 0.009908497333526611 time: 7:59:52.976622
- B/E: 84 / 202 , Gen_loss: -0.3558885 MI_loss: 21.674559 Detection error: 0.009905517101287842 time: 7:59:53.875320
- B/E: 85 / 202 , Gen_loss: -0.35992828 MI_loss: 21.80576 Detection error: 0.009881198406219482 time: 7:59:54.756201
- B/E: 86 / 202 , Gen_loss: -0.36441404 MI_loss: 22.057838 Detection error: 0.009890079498291016 time: 7:59:55.645677
- B/E: 87 / 202 , Gen_loss: -0.36183056 MI_loss: 21.748459 Detection error: 0.009873926639556885 time: 7:59:56.529846
- B/E: 88 / 202 , Gen_loss: -0.3657576 MI_loss: 22.03052 Detection error: 0.009858131408691406 time: 7:59:57.414648
- B/E: 89 / 202 , Gen_loss: -0.3632986 MI_loss: 22.134584 Detection error: 0.009867727756500244 time: 7:59:58.396678
- B/E: 90 / 202 , Gen_loss: -0.35222697 MI_loss: 21.38429 Detection error: 0.009871244430541992 time: 7:59:59.283475
- B/E: 91 / 202 , Gen_loss: -0.3598238 MI_loss: 21.892641 Detection error: 0.009874999523162842 time: 8:00:00.176069
- B/E: 92 / 202 , Gen_loss: -0.3421519 MI_loss: 20.67675 Detection error: 0.009867966175079346 time: 8:00:01.079165
- B/E: 93 / 202 , Gen_loss: -0.3580842 MI_loss: 21.660698 Detection error: 0.009868025779724121 time: 8:00:01.964384
- B/E: 94 / 202 , Gen_loss: -0.36162192 MI_loss: 21.98179 Detection error: 0.009878933429718018 time: 8:00:02.848220
- B/E: 95 / 202 , Gen_loss: -0.3557124 MI_loss: 21.554588 Detection error: 0.009884417057037354 time: 8:00:03.736218
- B/E: 96 / 202 , Gen_loss: -0.37382054 MI_loss: 22.686724 Detection error: 0.009880781173706055 time: 8:00:04.649013
- B/E: 97 / 202 , Gen_loss: -0.3696956 MI_loss: 22.258171 Detection error: 0.009876906871795654 time: 8:00:05.533831
- B/E: 98 / 202 , Gen_loss: -0.3588109 MI_loss: 21.728794 Detection error: 0.009866774082183838 time: 8:00:06.358291
- B/E: 99 / 202 , Gen_loss: -0.37292477 MI_loss: 22.513926 Detection error: 0.009865939617156982 time: 8:00:07.137757
- B/E: 100 / 202 , Gen_loss: -0.36045712 MI_loss: 21.892502 Detection error: 0.00986945629119873 time: 8:00:08.002550
- B/E: 101 / 202 , Gen_loss: -0.35578847 MI_loss: 21.637966 Detection error: 0.00987255573272705 time: 8:00:08.886816
- B/E: 102 / 202 , Gen_loss: -0.35455087 MI_loss: 21.486917 Detection error: 0.009874105453491211 time: 8:00:09.771531
- B/E: 103 / 202 , Gen_loss: -0.3572912 MI_loss: 21.74728 Detection error: 0.00986778736114502 time: 8:00:10.655005
- B/E: 104 / 202 , Gen_loss: -0.35604972 MI_loss: 21.601616 Detection error: 0.009874403476715088 time: 8:00:11.540329
- B/E: 105 / 202 , Gen_loss: -0.36164483 MI_loss: 21.76159 Detection error: 0.00986701250076294 time: 8:00:12.519447
- B/E: 106 / 202 , Gen_loss: -0.3588366 MI_loss: 21.791893 Detection error: 0.009871482849121094 time: 8:00:13.410250
- B/E: 107 / 202 , Gen_loss: -0.36747405 MI_loss: 22.26868 Detection error: 0.00987386703491211 time: 8:00:14.320054
- B/E: 108 / 202 , Gen_loss: -0.3645082 MI_loss: 22.111286 Detection error: 0.009875595569610596 time: 8:00:15.205600
- B/E: 109 / 202 , Gen_loss: -0.3566669 MI_loss: 21.430761 Detection error: 0.009869039058685303 time: 8:00:16.096020
- B/E: 110 / 202 , Gen_loss: -0.35991207 MI_loss: 21.763483 Detection error: 0.009864568710327148 time: 8:00:16.988477
- B/E: 111 / 202 , Gen_loss: -0.36615837 MI_loss: 22.088978 Detection error: 0.009865224361419678 time: 8:00:17.873770
- B/E: 112 / 202 , Gen_loss: -0.3554133 MI_loss: 21.497385 Detection error: 0.00986391305923462 time: 8:00:18.765514
- B/E: 113 / 202 , Gen_loss: -0.35508722 MI_loss: 21.661917 Detection error: 0.009869813919067383 time: 8:00:19.661239
- B/E: 114 / 202 , Gen_loss: -0.35757598 MI_loss: 21.652153 Detection error: 0.009871482849121094 time: 8:00:20.544705
- B/E: 115 / 202 , Gen_loss: -0.36513707 MI_loss: 22.062038 Detection error: 0.009866654872894287 time: 8:00:21.429190
- B/E: 116 / 202 , Gen_loss: -0.35871348 MI_loss: 21.904207 Detection error: 0.00986325740814209 time: 8:00:22.329486
- B/E: 117 / 202 , Gen_loss: -0.34673548 MI_loss: 21.13238 Detection error: 0.009868085384368896 time: 8:00:23.216850
- B/E: 118 / 202 , Gen_loss: -0.3580494 MI_loss: 21.577827 Detection error: 0.009862661361694336 time: 8:00:24.099456
- B/E: 119 / 202 , Gen_loss: -0.36001125 MI_loss: 21.792368 Detection error: 0.00985807180404663 time: 8:00:24.983462
- B/E: 120 / 202 , Gen_loss: -0.35624185 MI_loss: 21.718746 Detection error: 0.009858191013336182 time: 8:00:25.877689
- B/E: 121 / 202 , Gen_loss: -0.3539921 MI_loss: 21.535671 Detection error: 0.00985705852508545 time: 8:00:26.847826
- B/E: 122 / 202 , Gen_loss: -0.3617496 MI_loss: 22.028076 Detection error: 0.009853899478912354 time: 8:00:27.737411
- B/E: 123 / 202 , Gen_loss: -0.3590956 MI_loss: 21.807882 Detection error: 0.009848058223724365 time: 8:00:28.628774
- B/E: 124 / 202 , Gen_loss: -0.35883605 MI_loss: 21.794844 Detection error: 0.00984722375869751 time: 8:00:29.516331
- B/E: 125 / 202 , Gen_loss: -0.35413787 MI_loss: 21.577099 Detection error: 0.009848237037658691 time: 8:00:30.402748
- B/E: 126 / 202 , Gen_loss: -0.35930246 MI_loss: 21.950806 Detection error: 0.009857535362243652 time: 8:00:31.295202
- B/E: 127 / 202 , Gen_loss: -0.35470366 MI_loss: 21.45492 Detection error: 0.00985497236251831 time: 8:00:32.183193
- B/E: 128 / 202 , Gen_loss: -0.36150664 MI_loss: 21.996653 Detection error: 0.009863138198852539 time: 8:00:33.075285
- B/E: 129 / 202 , Gen_loss: -0.36784193 MI_loss: 22.23114 Detection error: 0.009866118431091309 time: 8:00:33.961859
- B/E: 130 / 202 , Gen_loss: -0.3674252 MI_loss: 22.2995 Detection error: 0.009874284267425537 time: 8:00:34.850541
- B/E: 131 / 202 , Gen_loss: -0.35860938 MI_loss: 21.666592 Detection error: 0.009877622127532959 time: 8:00:35.734839
- B/E: 132 / 202 , Gen_loss: -0.36194852 MI_loss: 21.933407 Detection error: 0.009872913360595703 time: 8:00:36.623182
- B/E: 133 / 202 , Gen_loss: -0.35873592 MI_loss: 21.746326 Detection error: 0.009878754615783691 time: 8:00:37.525294
- B/E: 134 / 202 , Gen_loss: -0.36406907 MI_loss: 22.310867 Detection error: 0.009885191917419434 time: 8:00:38.409873
- B/E: 135 / 202 , Gen_loss: -0.36563632 MI_loss: 22.205997 Detection error: 0.009884655475616455 time: 8:00:39.293654
- B/E: 136 / 202 , Gen_loss: -0.36201674 MI_loss: 21.90348 Detection error: 0.009886622428894043 time: 8:00:40.195129
- B/E: 137 / 202 , Gen_loss: -0.34627998 MI_loss: 21.025208 Detection error: 0.00988924503326416 time: 8:00:41.163801
- B/E: 138 / 202 , Gen_loss: -0.36545777 MI_loss: 22.19814 Detection error: 0.009892523288726807 time: 8:00:42.050621
- B/E: 139 / 202 , Gen_loss: -0.36468542 MI_loss: 22.143309 Detection error: 0.009899556636810303 time: 8:00:42.937752
- B/E: 140 / 202 , Gen_loss: -0.35962036 MI_loss: 21.850706 Detection error: 0.009900033473968506 time: 8:00:43.841696
- B/E: 141 / 202 , Gen_loss: -0.35916328 MI_loss: 21.661661 Detection error: 0.009894609451293945 time: 8:00:44.725156
- B/E: 142 / 202 , Gen_loss: -0.36492172 MI_loss: 22.043285 Detection error: 0.009897947311401367 time: 8:00:45.606174
- B/E: 143 / 202 , Gen_loss: -0.3721756 MI_loss: 22.510027 Detection error: 0.009891033172607422 time: 8:00:46.491354
- B/E: 144 / 202 , Gen_loss: -0.36117044 MI_loss: 21.884094 Detection error: 0.009905576705932617 time: 8:00:47.376335
- B/E: 145 / 202 , Gen_loss: -0.3489112 MI_loss: 21.075731 Detection error: 0.009907722473144531 time: 8:00:48.259633
- B/E: 146 / 202 , Gen_loss: -0.3589791 MI_loss: 21.684975 Detection error: 0.009909868240356445 time: 8:00:49.137540
- B/E: 147 / 202 , Gen_loss: -0.36212963 MI_loss: 21.97683 Detection error: 0.0099104642868042 time: 8:00:50.025247
- B/E: 148 / 202 , Gen_loss: -0.36671758 MI_loss: 22.26707 Detection error: 0.009913802146911621 time: 8:00:50.909896
- B/E: 149 / 202 , Gen_loss: -0.36619186 MI_loss: 22.30067 Detection error: 0.009920835494995117 time: 8:00:51.796301
-
- Test Loss: 10.260335 Test Error: 0.010708332061767578
- -----
- EPOCH: 203
- B/E: 0 / 203 , Gen_loss: -0.35487252 MI_loss: 21.436089 Detection error: 0.010437488555908203 time: 8:00:53.744602
- B/E: 1 / 203 , Gen_loss: -0.3400196 MI_loss: 20.545464 Detection error: 0.009937524795532227 time: 8:01:21.922941
- B/E: 2 / 203 , Gen_loss: -0.35052314 MI_loss: 21.169258 Detection error: 0.009666681289672852 time: 8:01:22.964489
- B/E: 3 / 203 , Gen_loss: -0.36608163 MI_loss: 22.37488 Detection error: 0.009687483310699463 time: 8:01:23.872504
- B/E: 4 / 203 , Gen_loss: -0.3612167 MI_loss: 22.051994 Detection error: 0.009643733501434326 time: 8:01:24.771923
- B/E: 5 / 203 , Gen_loss: -0.35189956 MI_loss: 21.45046 Detection error: 0.009828150272369385 time: 8:01:25.670230
- B/E: 6 / 203 , Gen_loss: -0.36016548 MI_loss: 21.81632 Detection error: 0.009794652462005615 time: 8:01:26.568549
- B/E: 7 / 203 , Gen_loss: -0.3623474 MI_loss: 21.935307 Detection error: 0.009874999523162842 time: 8:01:27.519387
- B/E: 8 / 203 , Gen_loss: -0.36013994 MI_loss: 21.857697 Detection error: 0.009815990924835205 time: 8:01:28.430233
- B/E: 9 / 203 , Gen_loss: -0.36086825 MI_loss: 21.753992 Detection error: 0.009771883487701416 time: 8:01:29.326830
- B/E: 10 / 203 , Gen_loss: -0.36311293 MI_loss: 22.129951 Detection error: 0.009792625904083252 time: 8:01:30.229831
- B/E: 11 / 203 , Gen_loss: -0.3579621 MI_loss: 21.687586 Detection error: 0.009854137897491455 time: 8:01:31.125923
- B/E: 12 / 203 , Gen_loss: -0.3597073 MI_loss: 21.808895 Detection error: 0.009906232357025146 time: 8:01:32.050929
- B/E: 13 / 203 , Gen_loss: -0.35279107 MI_loss: 21.292469 Detection error: 0.009926319122314453 time: 8:01:32.948919
- B/E: 14 / 203 , Gen_loss: -0.36883304 MI_loss: 22.272583 Detection error: 0.009850025177001953 time: 8:01:33.846219
- B/E: 15 / 203 , Gen_loss: -0.3459779 MI_loss: 21.026133 Detection error: 0.00988084077835083 time: 8:01:34.772664
- B/E: 16 / 203 , Gen_loss: -0.3642138 MI_loss: 22.077423 Detection error: 0.009887874126434326 time: 8:01:35.660139
- B/E: 17 / 203 , Gen_loss: -0.36206052 MI_loss: 21.904089 Detection error: 0.009864568710327148 time: 8:01:36.544472
- B/E: 18 / 203 , Gen_loss: -0.3560983 MI_loss: 21.603882 Detection error: 0.009820699691772461 time: 8:01:37.552488
- B/E: 19 / 203 , Gen_loss: -0.34890193 MI_loss: 21.116764 Detection error: 0.009796857833862305 time: 8:01:38.430492
- B/E: 20 / 203 , Gen_loss: -0.35837564 MI_loss: 21.720104 Detection error: 0.00982290506362915 time: 8:01:39.312342
- B/E: 21 / 203 , Gen_loss: -0.35588324 MI_loss: 21.610634 Detection error: 0.009833812713623047 time: 8:01:40.209892
- B/E: 22 / 203 , Gen_loss: -0.36994848 MI_loss: 22.249094 Detection error: 0.009816586971282959 time: 8:01:41.086752
- B/E: 23 / 203 , Gen_loss: -0.36974972 MI_loss: 22.335785 Detection error: 0.009825527667999268 time: 8:01:42.001733
- B/E: 24 / 203 , Gen_loss: -0.36217344 MI_loss: 21.959747 Detection error: 0.00981372594833374 time: 8:01:42.898332
- B/E: 25 / 203 , Gen_loss: -0.35265952 MI_loss: 21.386019 Detection error: 0.00982213020324707 time: 8:01:43.791913
- B/E: 26 / 203 , Gen_loss: -0.35197714 MI_loss: 21.588037 Detection error: 0.009883105754852295 time: 8:01:44.685740
- B/E: 27 / 203 , Gen_loss: -0.3581244 MI_loss: 21.814178 Detection error: 0.009904026985168457 time: 8:01:45.584572
- B/E: 28 / 203 , Gen_loss: -0.36445192 MI_loss: 22.01134 Detection error: 0.009898722171783447 time: 8:01:46.479275
- B/E: 29 / 203 , Gen_loss: -0.36249864 MI_loss: 22.065655 Detection error: 0.00991147756576538 time: 8:01:47.377100
- B/E: 30 / 203 , Gen_loss: -0.36173236 MI_loss: 21.973757 Detection error: 0.009892165660858154 time: 8:01:48.276861
- B/E: 31 / 203 , Gen_loss: -0.36597362 MI_loss: 22.05973 Detection error: 0.009865224361419678 time: 8:01:49.266741
- B/E: 32 / 203 , Gen_loss: -0.35811839 MI_loss: 21.776682 Detection error: 0.009865522384643555 time: 8:01:50.163167
- B/E: 33 / 203 , Gen_loss: -0.34979063 MI_loss: 21.158907 Detection error: 0.009853839874267578 time: 8:01:51.065883
- B/E: 34 / 203 , Gen_loss: -0.36006877 MI_loss: 21.921366 Detection error: 0.00984644889831543 time: 8:01:51.965946
- B/E: 35 / 203 , Gen_loss: -0.35398972 MI_loss: 21.495556 Detection error: 0.009837687015533447 time: 8:01:52.864917
- B/E: 36 / 203 , Gen_loss: -0.35089654 MI_loss: 21.327738 Detection error: 0.009845435619354248 time: 8:01:53.768221
- B/E: 37 / 203 , Gen_loss: -0.36058587 MI_loss: 21.774422 Detection error: 0.009852766990661621 time: 8:01:54.684006
- B/E: 38 / 203 , Gen_loss: -0.35437202 MI_loss: 21.457483 Detection error: 0.009865403175354004 time: 8:01:55.571871
- B/E: 39 / 203 , Gen_loss: -0.3603571 MI_loss: 21.914736 Detection error: 0.009854674339294434 time: 8:01:56.455904
- B/E: 40 / 203 , Gen_loss: -0.3543277 MI_loss: 21.483946 Detection error: 0.009857475757598877 time: 8:01:57.365092
- B/E: 41 / 203 , Gen_loss: -0.36311924 MI_loss: 21.77982 Detection error: 0.009849727153778076 time: 8:01:58.261923
- B/E: 42 / 203 , Gen_loss: -0.34861305 MI_loss: 21.077555 Detection error: 0.00985175371170044 time: 8:01:59.170934
- B/E: 43 / 203 , Gen_loss: -0.35958555 MI_loss: 21.726807 Detection error: 0.009840905666351318 time: 8:02:00.092637
- B/E: 44 / 203 , Gen_loss: -0.35929725 MI_loss: 22.012161 Detection error: 0.009868025779724121 time: 8:02:00.990778
- B/E: 45 / 203 , Gen_loss: -0.357768 MI_loss: 21.735865 Detection error: 0.009874343872070312 time: 8:02:01.888609
- B/E: 46 / 203 , Gen_loss: -0.36307997 MI_loss: 22.037653 Detection error: 0.009879648685455322 time: 8:02:02.794264
- B/E: 47 / 203 , Gen_loss: -0.35062844 MI_loss: 21.09351 Detection error: 0.009873688220977783 time: 8:02:03.696147
- B/E: 48 / 203 , Gen_loss: -0.36790046 MI_loss: 22.143967 Detection error: 0.009889006614685059 time: 8:02:04.690370
- B/E: 49 / 203 , Gen_loss: -0.36590937 MI_loss: 22.276546 Detection error: 0.00990062952041626 time: 8:02:05.587663
- B/E: 50 / 203 , Gen_loss: -0.3627095 MI_loss: 22.015627 Detection error: 0.009906232357025146 time: 8:02:06.486928
- B/E: 51 / 203 , Gen_loss: -0.35408983 MI_loss: 21.483423 Detection error: 0.0099104642868042 time: 8:02:07.363351
- B/E: 52 / 203 , Gen_loss: -0.35212293 MI_loss: 21.429613 Detection error: 0.00991743803024292 time: 8:02:08.228121
- B/E: 53 / 203 , Gen_loss: -0.36333168 MI_loss: 21.956497 Detection error: 0.009920716285705566 time: 8:02:09.135445
- B/E: 54 / 203 , Gen_loss: -0.36542952 MI_loss: 22.29783 Detection error: 0.009919345378875732 time: 8:02:10.030924
- B/E: 55 / 203 , Gen_loss: -0.3671741 MI_loss: 22.232887 Detection error: 0.009907901287078857 time: 8:02:10.924918
- B/E: 56 / 203 , Gen_loss: -0.35063937 MI_loss: 21.153255 Detection error: 0.009891986846923828 time: 8:02:11.823290
- B/E: 57 / 203 , Gen_loss: -0.36250904 MI_loss: 21.986717 Detection error: 0.009891152381896973 time: 8:02:12.726476
- B/E: 58 / 203 , Gen_loss: -0.35707742 MI_loss: 21.577946 Detection error: 0.009879767894744873 time: 8:02:13.624140
- B/E: 59 / 203 , Gen_loss: -0.35316753 MI_loss: 21.409086 Detection error: 0.009903669357299805 time: 8:02:14.522613
- B/E: 60 / 203 , Gen_loss: -0.3720738 MI_loss: 22.382378 Detection error: 0.009891927242279053 time: 8:02:15.424274
- B/E: 61 / 203 , Gen_loss: -0.3555879 MI_loss: 21.699245 Detection error: 0.009900689125061035 time: 8:02:16.320223
- B/E: 62 / 203 , Gen_loss: -0.3599673 MI_loss: 21.879145 Detection error: 0.009907245635986328 time: 8:02:17.215024
- B/E: 63 / 203 , Gen_loss: -0.35953128 MI_loss: 21.757881 Detection error: 0.009904325008392334 time: 8:02:18.198551
- B/E: 64 / 203 , Gen_loss: -0.36194816 MI_loss: 21.888191 Detection error: 0.009897112846374512 time: 8:02:19.098079
- B/E: 65 / 203 , Gen_loss: -0.37054566 MI_loss: 22.431282 Detection error: 0.009902000427246094 time: 8:02:19.997966
- B/E: 66 / 203 , Gen_loss: -0.35537398 MI_loss: 21.692871 Detection error: 0.009902536869049072 time: 8:02:20.893473
- B/E: 67 / 203 , Gen_loss: -0.3668319 MI_loss: 22.264874 Detection error: 0.009893357753753662 time: 8:02:21.793812
- B/E: 68 / 203 , Gen_loss: -0.3578695 MI_loss: 21.702589 Detection error: 0.009900808334350586 time: 8:02:22.694457
- B/E: 69 / 203 , Gen_loss: -0.36553305 MI_loss: 22.212845 Detection error: 0.009908497333526611 time: 8:02:23.591929
- B/E: 70 / 203 , Gen_loss: -0.37259424 MI_loss: 22.549942 Detection error: 0.00989830493927002 time: 8:02:24.493575
- B/E: 71 / 203 , Gen_loss: -0.35397044 MI_loss: 21.517097 Detection error: 0.009907543659210205 time: 8:02:25.389537
- B/E: 72 / 203 , Gen_loss: -0.36399245 MI_loss: 22.173828 Detection error: 0.009904980659484863 time: 8:02:26.287750
- B/E: 73 / 203 , Gen_loss: -0.36225787 MI_loss: 21.860775 Detection error: 0.00990074872970581 time: 8:02:27.188008
- B/E: 74 / 203 , Gen_loss: -0.35343593 MI_loss: 21.513315 Detection error: 0.009899556636810303 time: 8:02:28.081879
- B/E: 75 / 203 , Gen_loss: -0.3580746 MI_loss: 21.730553 Detection error: 0.009891033172607422 time: 8:02:28.917007
- B/E: 76 / 203 , Gen_loss: -0.35471526 MI_loss: 21.455956 Detection error: 0.009896516799926758 time: 8:02:29.807634
- B/E: 77 / 203 , Gen_loss: -0.35998577 MI_loss: 21.83218 Detection error: 0.009893834590911865 time: 8:02:30.707345
- B/E: 78 / 203 , Gen_loss: -0.35746682 MI_loss: 21.621912 Detection error: 0.009886860847473145 time: 8:02:31.601102
- B/E: 79 / 203 , Gen_loss: -0.35650066 MI_loss: 21.505766 Detection error: 0.009901165962219238 time: 8:02:32.566914
- B/E: 80 / 203 , Gen_loss: -0.36501157 MI_loss: 22.16972 Detection error: 0.009904325008392334 time: 8:02:33.464050
- B/E: 81 / 203 , Gen_loss: -0.356628 MI_loss: 21.421057 Detection error: 0.009899020195007324 time: 8:02:34.348877
- B/E: 82 / 203 , Gen_loss: -0.36457765 MI_loss: 21.986284 Detection error: 0.009898722171783447 time: 8:02:35.231470
- B/E: 83 / 203 , Gen_loss: -0.3607591 MI_loss: 21.947613 Detection error: 0.009905874729156494 time: 8:02:36.142986
- B/E: 84 / 203 , Gen_loss: -0.348727 MI_loss: 21.337477 Detection error: 0.009898900985717773 time: 8:02:37.044273
- B/E: 85 / 203 , Gen_loss: -0.35190982 MI_loss: 21.205257 Detection error: 0.00988006591796875 time: 8:02:37.941652
- B/E: 86 / 203 , Gen_loss: -0.35690737 MI_loss: 21.709473 Detection error: 0.00987929105758667 time: 8:02:38.841082
- B/E: 87 / 203 , Gen_loss: -0.3550195 MI_loss: 21.570122 Detection error: 0.009863972663879395 time: 8:02:39.667932
- B/E: 88 / 203 , Gen_loss: -0.36272082 MI_loss: 21.923506 Detection error: 0.009856760501861572 time: 8:02:40.512889
- B/E: 89 / 203 , Gen_loss: -0.3595283 MI_loss: 21.793425 Detection error: 0.00986391305923462 time: 8:02:41.420628
- B/E: 90 / 203 , Gen_loss: -0.35658395 MI_loss: 21.63615 Detection error: 0.00987154245376587 time: 8:02:42.317970
- B/E: 91 / 203 , Gen_loss: -0.3588045 MI_loss: 21.786013 Detection error: 0.009877026081085205 time: 8:02:43.219957
- B/E: 92 / 203 , Gen_loss: -0.35359088 MI_loss: 21.407585 Detection error: 0.0098649263381958 time: 8:02:44.112045
- B/E: 93 / 203 , Gen_loss: -0.360645 MI_loss: 21.911718 Detection error: 0.00986635684967041 time: 8:02:45.013135
- B/E: 94 / 203 , Gen_loss: -0.35590973 MI_loss: 21.708426 Detection error: 0.009877979755401611 time: 8:02:45.909725
- B/E: 95 / 203 , Gen_loss: -0.35461327 MI_loss: 21.46182 Detection error: 0.00988084077835083 time: 8:02:46.902398
- B/E: 96 / 203 , Gen_loss: -0.3541272 MI_loss: 21.548685 Detection error: 0.0098763108253479 time: 8:02:47.798235
- B/E: 97 / 203 , Gen_loss: -0.35927063 MI_loss: 21.715942 Detection error: 0.009872138500213623 time: 8:02:48.706690
- B/E: 98 / 203 , Gen_loss: -0.3552812 MI_loss: 21.364866 Detection error: 0.009859859943389893 time: 8:02:49.600170
- B/E: 99 / 203 , Gen_loss: -0.35378188 MI_loss: 21.519207 Detection error: 0.009855926036834717 time: 8:02:50.469689
- B/E: 100 / 203 , Gen_loss: -0.36823472 MI_loss: 22.383463 Detection error: 0.009863853454589844 time: 8:02:51.389050
- B/E: 101 / 203 , Gen_loss: -0.36053178 MI_loss: 21.9635 Detection error: 0.009867370128631592 time: 8:02:52.288096
- B/E: 102 / 203 , Gen_loss: -0.34974477 MI_loss: 21.308577 Detection error: 0.009865880012512207 time: 8:02:53.187893
- B/E: 103 / 203 , Gen_loss: -0.36244395 MI_loss: 21.981405 Detection error: 0.00986027717590332 time: 8:02:54.096604
- B/E: 104 / 203 , Gen_loss: -0.36601153 MI_loss: 22.161251 Detection error: 0.009866058826446533 time: 8:02:55.003261
- B/E: 105 / 203 , Gen_loss: -0.35841426 MI_loss: 21.802107 Detection error: 0.009858191013336182 time: 8:02:55.899669
- B/E: 106 / 203 , Gen_loss: -0.3673382 MI_loss: 22.269058 Detection error: 0.009863615036010742 time: 8:02:56.799448
- B/E: 107 / 203 , Gen_loss: -0.3552566 MI_loss: 21.427568 Detection error: 0.009865760803222656 time: 8:02:57.687873
- B/E: 108 / 203 , Gen_loss: -0.3589834 MI_loss: 21.7639 Detection error: 0.009869575500488281 time: 8:02:58.595116
- B/E: 109 / 203 , Gen_loss: -0.35451186 MI_loss: 21.4621 Detection error: 0.009867310523986816 time: 8:02:59.478172
- B/E: 110 / 203 , Gen_loss: -0.3540742 MI_loss: 21.250805 Detection error: 0.009860336780548096 time: 8:03:00.357630
- B/E: 111 / 203 , Gen_loss: -0.35983145 MI_loss: 21.778238 Detection error: 0.009854614734649658 time: 8:03:01.341436
- B/E: 112 / 203 , Gen_loss: -0.36505866 MI_loss: 22.065434 Detection error: 0.009859263896942139 time: 8:03:02.235624
- B/E: 113 / 203 , Gen_loss: -0.35365188 MI_loss: 21.548733 Detection error: 0.009864568710327148 time: 8:03:03.130876
- B/E: 114 / 203 , Gen_loss: -0.35630456 MI_loss: 21.706127 Detection error: 0.009866595268249512 time: 8:03:04.037027
- B/E: 115 / 203 , Gen_loss: -0.36956602 MI_loss: 22.35158 Detection error: 0.009860992431640625 time: 8:03:04.937677
- B/E: 116 / 203 , Gen_loss: -0.35735127 MI_loss: 21.641027 Detection error: 0.00985574722290039 time: 8:03:05.836165
- B/E: 117 / 203 , Gen_loss: -0.34800002 MI_loss: 21.193336 Detection error: 0.009860455989837646 time: 8:03:06.735118
- B/E: 118 / 203 , Gen_loss: -0.36112168 MI_loss: 21.85249 Detection error: 0.009856879711151123 time: 8:03:07.632232
- B/E: 119 / 203 , Gen_loss: -0.3659688 MI_loss: 22.197199 Detection error: 0.009845852851867676 time: 8:03:08.526004
- B/E: 120 / 203 , Gen_loss: -0.354382 MI_loss: 21.535683 Detection error: 0.009849190711975098 time: 8:03:09.377099
- B/E: 121 / 203 , Gen_loss: -0.36081296 MI_loss: 22.040564 Detection error: 0.009855031967163086 time: 8:03:10.186781
- B/E: 122 / 203 , Gen_loss: -0.3601153 MI_loss: 21.77947 Detection error: 0.0098457932472229 time: 8:03:10.977752
- B/E: 123 / 203 , Gen_loss: -0.36391154 MI_loss: 21.981504 Detection error: 0.009840965270996094 time: 8:03:11.873292
- B/E: 124 / 203 , Gen_loss: -0.34885213 MI_loss: 21.259981 Detection error: 0.009839475154876709 time: 8:03:12.773770
- B/E: 125 / 203 , Gen_loss: -0.36569563 MI_loss: 22.17648 Detection error: 0.009839296340942383 time: 8:03:13.654223
- B/E: 126 / 203 , Gen_loss: -0.35092723 MI_loss: 21.308876 Detection error: 0.009849905967712402 time: 8:03:14.536946
- B/E: 127 / 203 , Gen_loss: -0.35874936 MI_loss: 21.779533 Detection error: 0.009848415851593018 time: 8:03:15.456548
- B/E: 128 / 203 , Gen_loss: -0.3527625 MI_loss: 21.284027 Detection error: 0.00985342264175415 time: 8:03:16.248756
- B/E: 129 / 203 , Gen_loss: -0.36509347 MI_loss: 22.219439 Detection error: 0.009858429431915283 time: 8:03:17.145202
- B/E: 130 / 203 , Gen_loss: -0.36486104 MI_loss: 22.107506 Detection error: 0.00986546277999878 time: 8:03:18.034353
- B/E: 131 / 203 , Gen_loss: -0.36349145 MI_loss: 21.975668 Detection error: 0.009870052337646484 time: 8:03:18.942634
- B/E: 132 / 203 , Gen_loss: -0.36635208 MI_loss: 22.109985 Detection error: 0.009866297245025635 time: 8:03:19.825599
- B/E: 133 / 203 , Gen_loss: -0.3620533 MI_loss: 21.905025 Detection error: 0.009868264198303223 time: 8:03:20.708928
- B/E: 134 / 203 , Gen_loss: -0.36062312 MI_loss: 21.865078 Detection error: 0.00987708568572998 time: 8:03:21.597204
- B/E: 135 / 203 , Gen_loss: -0.36058313 MI_loss: 21.842386 Detection error: 0.009878456592559814 time: 8:03:22.502597
- B/E: 136 / 203 , Gen_loss: -0.36328983 MI_loss: 21.829897 Detection error: 0.00988227128982544 time: 8:03:23.389326
- B/E: 137 / 203 , Gen_loss: -0.36073822 MI_loss: 21.818298 Detection error: 0.009884297847747803 time: 8:03:24.272676
- B/E: 138 / 203 , Gen_loss: -0.36346486 MI_loss: 22.186705 Detection error: 0.00988781452178955 time: 8:03:25.159026
- B/E: 139 / 203 , Gen_loss: -0.3664264 MI_loss: 22.383322 Detection error: 0.009893953800201416 time: 8:03:26.045027
- B/E: 140 / 203 , Gen_loss: -0.3654505 MI_loss: 22.169933 Detection error: 0.009892702102661133 time: 8:03:26.927480
- B/E: 141 / 203 , Gen_loss: -0.36154133 MI_loss: 21.946142 Detection error: 0.009887516498565674 time: 8:03:27.811386
- B/E: 142 / 203 , Gen_loss: -0.37275487 MI_loss: 22.706446 Detection error: 0.009891629219055176 time: 8:03:28.699092
- B/E: 143 / 203 , Gen_loss: -0.36265513 MI_loss: 21.946764 Detection error: 0.009888231754302979 time: 8:03:29.681516
- B/E: 144 / 203 , Gen_loss: -0.35025176 MI_loss: 21.190022 Detection error: 0.00989997386932373 time: 8:03:30.568948
- B/E: 145 / 203 , Gen_loss: -0.3570925 MI_loss: 21.671211 Detection error: 0.009904563426971436 time: 8:03:31.456770
- B/E: 146 / 203 , Gen_loss: -0.35818765 MI_loss: 21.754534 Detection error: 0.00990837812423706 time: 8:03:32.342815
- B/E: 147 / 203 , Gen_loss: -0.3573484 MI_loss: 21.633167 Detection error: 0.009908795356750488 time: 8:03:33.226424
- B/E: 148 / 203 , Gen_loss: -0.36206278 MI_loss: 22.007206 Detection error: 0.009911715984344482 time: 8:03:34.067347
- B/E: 149 / 203 , Gen_loss: -0.3642327 MI_loss: 22.170773 Detection error: 0.009917497634887695 time: 8:03:34.919130
-
- Test Loss: 10.261543 Test Error: 0.010733306407928467
- -----
- EPOCH: 204
- B/E: 0 / 204 , Gen_loss: -0.34983647 MI_loss: 21.159208 Detection error: 0.010406255722045898 time: 8:03:36.855205
- B/E: 1 / 204 , Gen_loss: -0.35226974 MI_loss: 21.295227 Detection error: 0.010359346866607666 time: 8:04:05.363762
- B/E: 2 / 204 , Gen_loss: -0.35955045 MI_loss: 21.64999 Detection error: 0.009791672229766846 time: 8:04:06.220608
- B/E: 3 / 204 , Gen_loss: -0.3668073 MI_loss: 22.207554 Detection error: 0.009578108787536621 time: 8:04:07.120954
- B/E: 4 / 204 , Gen_loss: -0.37398702 MI_loss: 22.649845 Detection error: 0.00976252555847168 time: 8:04:08.010938
- B/E: 5 / 204 , Gen_loss: -0.36137635 MI_loss: 22.032867 Detection error: 0.00982290506362915 time: 8:04:08.891870
- B/E: 6 / 204 , Gen_loss: -0.35001314 MI_loss: 21.343002 Detection error: 0.00988394021987915 time: 8:04:09.734794
- B/E: 7 / 204 , Gen_loss: -0.35714194 MI_loss: 21.720524 Detection error: 0.009902358055114746 time: 8:04:10.539888
- B/E: 8 / 204 , Gen_loss: -0.3741503 MI_loss: 22.628155 Detection error: 0.009843766689300537 time: 8:04:11.315513
- B/E: 9 / 204 , Gen_loss: -0.35349816 MI_loss: 21.422344 Detection error: 0.009828150272369385 time: 8:04:12.115124
- B/E: 10 / 204 , Gen_loss: -0.3615132 MI_loss: 22.034428 Detection error: 0.009815335273742676 time: 8:04:13.025212
- B/E: 11 / 204 , Gen_loss: -0.36119512 MI_loss: 21.953676 Detection error: 0.009846329689025879 time: 8:04:13.904372
- B/E: 12 / 204 , Gen_loss: -0.3711881 MI_loss: 22.445265 Detection error: 0.009937524795532227 time: 8:04:14.788753
- B/E: 13 / 204 , Gen_loss: -0.3491645 MI_loss: 21.02769 Detection error: 0.009930789470672607 time: 8:04:15.673053
- B/E: 14 / 204 , Gen_loss: -0.36866698 MI_loss: 22.24503 Detection error: 0.009904146194458008 time: 8:04:16.542264
- B/E: 15 / 204 , Gen_loss: -0.36553586 MI_loss: 22.055607 Detection error: 0.00991600751876831 time: 8:04:17.317822
- B/E: 16 / 204 , Gen_loss: -0.36005813 MI_loss: 21.886086 Detection error: 0.009884178638458252 time: 8:04:18.099153
- B/E: 17 / 204 , Gen_loss: -0.3575749 MI_loss: 21.652605 Detection error: 0.009874999523162842 time: 8:04:18.907241
- B/E: 18 / 204 , Gen_loss: -0.36123842 MI_loss: 21.936201 Detection error: 0.009845376014709473 time: 8:04:19.729121
- B/E: 19 / 204 , Gen_loss: -0.35305935 MI_loss: 21.409384 Detection error: 0.009840607643127441 time: 8:04:20.625683
- B/E: 20 / 204 , Gen_loss: -0.36286065 MI_loss: 22.002186 Detection error: 0.009894371032714844 time: 8:04:21.591128
- B/E: 21 / 204 , Gen_loss: -0.3554802 MI_loss: 21.641682 Detection error: 0.009890615940093994 time: 8:04:22.471772
- B/E: 22 / 204 , Gen_loss: -0.36285898 MI_loss: 22.026344 Detection error: 0.00986415147781372 time: 8:04:23.357982
- B/E: 23 / 204 , Gen_loss: -0.37381765 MI_loss: 22.53049 Detection error: 0.00985938310623169 time: 8:04:24.240119
- B/E: 24 / 204 , Gen_loss: -0.36332628 MI_loss: 21.916832 Detection error: 0.009864985942840576 time: 8:04:25.121458
- B/E: 25 / 204 , Gen_loss: -0.34892508 MI_loss: 21.145514 Detection error: 0.009883403778076172 time: 8:04:26.007289
- B/E: 26 / 204 , Gen_loss: -0.3464945 MI_loss: 21.196024 Detection error: 0.009935200214385986 time: 8:04:26.901830
- B/E: 27 / 204 , Gen_loss: -0.36701947 MI_loss: 22.378967 Detection error: 0.00995868444442749 time: 8:04:27.788610
- B/E: 28 / 204 , Gen_loss: -0.35935888 MI_loss: 21.750563 Detection error: 0.009949326515197754 time: 8:04:28.670990
- B/E: 29 / 204 , Gen_loss: -0.3523195 MI_loss: 21.219137 Detection error: 0.009961485862731934 time: 8:04:29.573894
- B/E: 30 / 204 , Gen_loss: -0.3531987 MI_loss: 21.39149 Detection error: 0.009941518306732178 time: 8:04:30.458174
- B/E: 31 / 204 , Gen_loss: -0.3450105 MI_loss: 21.023178 Detection error: 0.009924829006195068 time: 8:04:31.345773
- B/E: 32 / 204 , Gen_loss: -0.36609465 MI_loss: 22.273777 Detection error: 0.009923279285430908 time: 8:04:32.239699
- B/E: 33 / 204 , Gen_loss: -0.34981203 MI_loss: 21.133501 Detection error: 0.009898900985717773 time: 8:04:33.123923
- B/E: 34 / 204 , Gen_loss: -0.35265702 MI_loss: 21.269453 Detection error: 0.009908020496368408 time: 8:04:34.007047
- B/E: 35 / 204 , Gen_loss: -0.35481516 MI_loss: 21.47308 Detection error: 0.009883701801300049 time: 8:04:34.816373
- B/E: 36 / 204 , Gen_loss: -0.36819863 MI_loss: 22.330334 Detection error: 0.009877562522888184 time: 8:04:35.724602
- B/E: 37 / 204 , Gen_loss: -0.3598432 MI_loss: 21.68253 Detection error: 0.00989311933517456 time: 8:04:36.619324
- B/E: 38 / 204 , Gen_loss: -0.36418766 MI_loss: 22.1581 Detection error: 0.00990062952041626 time: 8:04:37.505196
- B/E: 39 / 204 , Gen_loss: -0.3561866 MI_loss: 21.42697 Detection error: 0.009882807731628418 time: 8:04:38.310386
- B/E: 40 / 204 , Gen_loss: -0.34920815 MI_loss: 21.230259 Detection error: 0.009881854057312012 time: 8:04:39.129264
- B/E: 41 / 204 , Gen_loss: -0.3682875 MI_loss: 22.412182 Detection error: 0.009875714778900146 time: 8:04:40.023665
- B/E: 42 / 204 , Gen_loss: -0.3585536 MI_loss: 21.687532 Detection error: 0.009871363639831543 time: 8:04:40.900700
- B/E: 43 / 204 , Gen_loss: -0.36574614 MI_loss: 22.18657 Detection error: 0.009876430034637451 time: 8:04:41.784590
- B/E: 44 / 204 , Gen_loss: -0.36252165 MI_loss: 21.934237 Detection error: 0.009881258010864258 time: 8:04:42.634543
- B/E: 45 / 204 , Gen_loss: -0.3668051 MI_loss: 22.26119 Detection error: 0.009895384311676025 time: 8:04:43.510077
- B/E: 46 / 204 , Gen_loss: -0.36023813 MI_loss: 21.882317 Detection error: 0.009904921054840088 time: 8:04:44.397667
- B/E: 47 / 204 , Gen_loss: -0.36487487 MI_loss: 22.018143 Detection error: 0.009900391101837158 time: 8:04:45.284964
- B/E: 48 / 204 , Gen_loss: -0.3661093 MI_loss: 22.207619 Detection error: 0.009912610054016113 time: 8:04:46.168841
- B/E: 49 / 204 , Gen_loss: -0.35893968 MI_loss: 21.823246 Detection error: 0.009925603866577148 time: 8:04:47.059824
- B/E: 50 / 204 , Gen_loss: -0.35676053 MI_loss: 21.643782 Detection error: 0.00993502140045166 time: 8:04:47.861904
- B/E: 51 / 204 , Gen_loss: -0.3639649 MI_loss: 22.069185 Detection error: 0.00993269681930542 time: 8:04:48.669960
- B/E: 52 / 204 , Gen_loss: -0.35248154 MI_loss: 21.4591 Detection error: 0.009937524795532227 time: 8:04:49.640439
- B/E: 53 / 204 , Gen_loss: -0.36318853 MI_loss: 21.891706 Detection error: 0.00994962453842163 time: 8:04:50.437486
- B/E: 54 / 204 , Gen_loss: -0.36326608 MI_loss: 22.032938 Detection error: 0.009947717189788818 time: 8:04:51.344763
- B/E: 55 / 204 , Gen_loss: -0.36234966 MI_loss: 21.884117 Detection error: 0.009930253028869629 time: 8:04:52.246051
- B/E: 56 / 204 , Gen_loss: -0.36350748 MI_loss: 21.971598 Detection error: 0.009907364845275879 time: 8:04:53.142916
- B/E: 57 / 204 , Gen_loss: -0.3653445 MI_loss: 22.188349 Detection error: 0.009913265705108643 time: 8:04:54.045310
- B/E: 58 / 204 , Gen_loss: -0.35298023 MI_loss: 21.378313 Detection error: 0.009900927543640137 time: 8:04:54.931031
- B/E: 59 / 204 , Gen_loss: -0.3610804 MI_loss: 21.899914 Detection error: 0.009919285774230957 time: 8:04:55.809429
- B/E: 60 / 204 , Gen_loss: -0.36779824 MI_loss: 22.224255 Detection error: 0.009918034076690674 time: 8:04:56.691552
- B/E: 61 / 204 , Gen_loss: -0.3492215 MI_loss: 21.406898 Detection error: 0.009919881820678711 time: 8:04:57.576620
- B/E: 62 / 204 , Gen_loss: -0.34982345 MI_loss: 21.18226 Detection error: 0.009927093982696533 time: 8:04:58.460826
- B/E: 63 / 204 , Gen_loss: -0.35890353 MI_loss: 21.877808 Detection error: 0.009928703308105469 time: 8:04:59.340098
- B/E: 64 / 204 , Gen_loss: -0.35922393 MI_loss: 21.774591 Detection error: 0.009920179843902588 time: 8:05:00.228001
- B/E: 65 / 204 , Gen_loss: -0.3647692 MI_loss: 22.165958 Detection error: 0.009927093982696533 time: 8:05:01.034053
- B/E: 66 / 204 , Gen_loss: -0.3628888 MI_loss: 22.048298 Detection error: 0.009927213191986084 time: 8:05:01.853156
- B/E: 67 / 204 , Gen_loss: -0.3639425 MI_loss: 21.96653 Detection error: 0.009919583797454834 time: 8:05:02.752352
- B/E: 68 / 204 , Gen_loss: -0.35629573 MI_loss: 21.763844 Detection error: 0.009927988052368164 time: 8:05:03.728288
- B/E: 69 / 204 , Gen_loss: -0.36549145 MI_loss: 22.061337 Detection error: 0.009936153888702393 time: 8:05:04.622218
- B/E: 70 / 204 , Gen_loss: -0.3702637 MI_loss: 22.34288 Detection error: 0.009932219982147217 time: 8:05:05.508893
- B/E: 71 / 204 , Gen_loss: -0.34685248 MI_loss: 20.989353 Detection error: 0.00992971658706665 time: 8:05:06.392965
- B/E: 72 / 204 , Gen_loss: -0.3637422 MI_loss: 22.066425 Detection error: 0.009926378726959229 time: 8:05:07.277183
- B/E: 73 / 204 , Gen_loss: -0.36020944 MI_loss: 21.890518 Detection error: 0.009914278984069824 time: 8:05:08.168199
- B/E: 74 / 204 , Gen_loss: -0.3673314 MI_loss: 22.287516 Detection error: 0.00991666316986084 time: 8:05:09.067000
- B/E: 75 / 204 , Gen_loss: -0.35277534 MI_loss: 21.360907 Detection error: 0.009911596775054932 time: 8:05:09.950972
- B/E: 76 / 204 , Gen_loss: -0.3567654 MI_loss: 21.637743 Detection error: 0.009912729263305664 time: 8:05:10.836900
- B/E: 77 / 204 , Gen_loss: -0.35556307 MI_loss: 21.475315 Detection error: 0.00991147756576538 time: 8:05:11.737474
- B/E: 78 / 204 , Gen_loss: -0.35485038 MI_loss: 21.420933 Detection error: 0.009912967681884766 time: 8:05:12.617231
- B/E: 79 / 204 , Gen_loss: -0.3595639 MI_loss: 21.816387 Detection error: 0.009919941425323486 time: 8:05:13.500788
- B/E: 80 / 204 , Gen_loss: -0.3620049 MI_loss: 21.988218 Detection error: 0.009930551052093506 time: 8:05:14.401674
- B/E: 81 / 204 , Gen_loss: -0.3591345 MI_loss: 21.723114 Detection error: 0.009921491146087646 time: 8:05:15.283456
- B/E: 82 / 204 , Gen_loss: -0.3673563 MI_loss: 22.009073 Detection error: 0.009921669960021973 time: 8:05:16.167213
- B/E: 83 / 204 , Gen_loss: -0.35890678 MI_loss: 21.73507 Detection error: 0.009921491146087646 time: 8:05:17.051552
- B/E: 84 / 204 , Gen_loss: -0.35141364 MI_loss: 21.363995 Detection error: 0.009920954704284668 time: 8:05:18.027273
- B/E: 85 / 204 , Gen_loss: -0.35420293 MI_loss: 21.420671 Detection error: 0.00989389419555664 time: 8:05:18.861886
- B/E: 86 / 204 , Gen_loss: -0.35652417 MI_loss: 21.488417 Detection error: 0.00989621877670288 time: 8:05:19.741340
- B/E: 87 / 204 , Gen_loss: -0.36206868 MI_loss: 21.762234 Detection error: 0.009881377220153809 time: 8:05:20.628329
- B/E: 88 / 204 , Gen_loss: -0.35392207 MI_loss: 21.335497 Detection error: 0.009872198104858398 time: 8:05:21.515036
- B/E: 89 / 204 , Gen_loss: -0.3611623 MI_loss: 21.86765 Detection error: 0.009881973266601562 time: 8:05:22.395216
- B/E: 90 / 204 , Gen_loss: -0.36286187 MI_loss: 21.994846 Detection error: 0.009891152381896973 time: 8:05:23.276435
- B/E: 91 / 204 , Gen_loss: -0.36376557 MI_loss: 22.043797 Detection error: 0.009887933731079102 time: 8:05:24.119532
- B/E: 92 / 204 , Gen_loss: -0.35448757 MI_loss: 21.445267 Detection error: 0.009877681732177734 time: 8:05:25.063806
- B/E: 93 / 204 , Gen_loss: -0.357051 MI_loss: 21.772947 Detection error: 0.009875655174255371 time: 8:05:25.956701
- B/E: 94 / 204 , Gen_loss: -0.36036184 MI_loss: 21.908257 Detection error: 0.009889483451843262 time: 8:05:26.835378
- B/E: 95 / 204 , Gen_loss: -0.36731485 MI_loss: 22.160126 Detection error: 0.009894847869873047 time: 8:05:27.740859
- B/E: 96 / 204 , Gen_loss: -0.370842 MI_loss: 22.418108 Detection error: 0.009893655776977539 time: 8:05:28.621982
- B/E: 97 / 204 , Gen_loss: -0.3651145 MI_loss: 22.061134 Detection error: 0.009889364242553711 time: 8:05:29.500080
- B/E: 98 / 204 , Gen_loss: -0.34712723 MI_loss: 21.17168 Detection error: 0.009874999523162842 time: 8:05:30.391616
- B/E: 99 / 204 , Gen_loss: -0.36093038 MI_loss: 21.79342 Detection error: 0.009880006313323975 time: 8:05:31.276490
- B/E: 100 / 204 , Gen_loss: -0.3667774 MI_loss: 22.200516 Detection error: 0.009875595569610596 time: 8:05:32.245940
- B/E: 101 / 204 , Gen_loss: -0.35610577 MI_loss: 21.719957 Detection error: 0.009879589080810547 time: 8:05:33.138137
- B/E: 102 / 204 , Gen_loss: -0.36453128 MI_loss: 22.116768 Detection error: 0.009879231452941895 time: 8:05:34.024750
- B/E: 103 / 204 , Gen_loss: -0.37274218 MI_loss: 22.54056 Detection error: 0.009871721267700195 time: 8:05:34.913217
- B/E: 104 / 204 , Gen_loss: -0.35248104 MI_loss: 21.327896 Detection error: 0.009876489639282227 time: 8:05:35.801451
- B/E: 105 / 204 , Gen_loss: -0.3616058 MI_loss: 21.973667 Detection error: 0.00987178087234497 time: 8:05:36.689314
- B/E: 106 / 204 , Gen_loss: -0.3582419 MI_loss: 21.661217 Detection error: 0.009877324104309082 time: 8:05:37.572339
- B/E: 107 / 204 , Gen_loss: -0.3602847 MI_loss: 21.784742 Detection error: 0.009875595569610596 time: 8:05:38.465201
- B/E: 108 / 204 , Gen_loss: -0.36470208 MI_loss: 22.159151 Detection error: 0.009879887104034424 time: 8:05:39.264225
- B/E: 109 / 204 , Gen_loss: -0.3567233 MI_loss: 21.56998 Detection error: 0.009874165058135986 time: 8:05:40.039936
- B/E: 110 / 204 , Gen_loss: -0.3567832 MI_loss: 21.557482 Detection error: 0.009865999221801758 time: 8:05:40.817219
- B/E: 111 / 204 , Gen_loss: -0.36695808 MI_loss: 22.145725 Detection error: 0.00986635684967041 time: 8:05:41.701338
- B/E: 112 / 204 , Gen_loss: -0.367303 MI_loss: 22.360733 Detection error: 0.009866178035736084 time: 8:05:42.589398
- B/E: 113 / 204 , Gen_loss: -0.3674187 MI_loss: 22.431902 Detection error: 0.00987309217453003 time: 8:05:43.469151
- B/E: 114 / 204 , Gen_loss: -0.35695505 MI_loss: 21.557816 Detection error: 0.009874999523162842 time: 8:05:44.350965
- B/E: 115 / 204 , Gen_loss: -0.36012366 MI_loss: 21.75065 Detection error: 0.009868800640106201 time: 8:05:45.245058
- B/E: 116 / 204 , Gen_loss: -0.35562834 MI_loss: 21.649752 Detection error: 0.009866714477539062 time: 8:05:46.205538
- B/E: 117 / 204 , Gen_loss: -0.35669902 MI_loss: 21.76737 Detection error: 0.00986945629119873 time: 8:05:47.088168
- B/E: 118 / 204 , Gen_loss: -0.36516425 MI_loss: 22.179758 Detection error: 0.009864509105682373 time: 8:05:47.988471
- B/E: 119 / 204 , Gen_loss: -0.34971252 MI_loss: 21.059792 Detection error: 0.009855210781097412 time: 8:05:48.875807
- B/E: 120 / 204 , Gen_loss: -0.35414618 MI_loss: 21.458885 Detection error: 0.009856641292572021 time: 8:05:49.756942
- B/E: 121 / 204 , Gen_loss: -0.3682546 MI_loss: 22.321476 Detection error: 0.009862959384918213 time: 8:05:50.636838
- B/E: 122 / 204 , Gen_loss: -0.3683297 MI_loss: 22.368849 Detection error: 0.009855449199676514 time: 8:05:51.524479
- B/E: 123 / 204 , Gen_loss: -0.36376482 MI_loss: 21.990149 Detection error: 0.00984877347946167 time: 8:05:52.314138
- B/E: 124 / 204 , Gen_loss: -0.35466304 MI_loss: 21.530205 Detection error: 0.009850740432739258 time: 8:05:53.115642
- B/E: 125 / 204 , Gen_loss: -0.35786733 MI_loss: 21.603043 Detection error: 0.009850919246673584 time: 8:05:53.960331
- B/E: 126 / 204 , Gen_loss: -0.3507154 MI_loss: 21.245577 Detection error: 0.00985729694366455 time: 8:05:54.772105
- B/E: 127 / 204 , Gen_loss: -0.35241222 MI_loss: 21.404043 Detection error: 0.009856462478637695 time: 8:05:55.554257
- B/E: 128 / 204 , Gen_loss: -0.36465067 MI_loss: 22.196747 Detection error: 0.009865045547485352 time: 8:05:56.327390
- B/E: 129 / 204 , Gen_loss: -0.36743468 MI_loss: 22.206915 Detection error: 0.009866595268249512 time: 8:05:57.118609
- B/E: 130 / 204 , Gen_loss: -0.3625317 MI_loss: 21.958427 Detection error: 0.009874045848846436 time: 8:05:57.942527
- B/E: 131 / 204 , Gen_loss: -0.34283218 MI_loss: 20.767076 Detection error: 0.009878337383270264 time: 8:05:58.752908
- B/E: 132 / 204 , Gen_loss: -0.35035977 MI_loss: 21.133995 Detection error: 0.009875237941741943 time: 8:05:59.708759
- B/E: 133 / 204 , Gen_loss: -0.36279258 MI_loss: 22.005747 Detection error: 0.009872913360595703 time: 8:06:00.552006
- B/E: 134 / 204 , Gen_loss: -0.36746514 MI_loss: 22.470089 Detection error: 0.00988149642944336 time: 8:06:01.364562
- B/E: 135 / 204 , Gen_loss: -0.3606918 MI_loss: 21.923782 Detection error: 0.009887158870697021 time: 8:06:02.223353
- B/E: 136 / 204 , Gen_loss: -0.36749023 MI_loss: 22.283411 Detection error: 0.009883880615234375 time: 8:06:03.109282
- B/E: 137 / 204 , Gen_loss: -0.3580914 MI_loss: 21.73537 Detection error: 0.00988835096359253 time: 8:06:03.995208
- B/E: 138 / 204 , Gen_loss: -0.3575555 MI_loss: 21.860306 Detection error: 0.00989300012588501 time: 8:06:04.843708
- B/E: 139 / 204 , Gen_loss: -0.36432305 MI_loss: 22.192059 Detection error: 0.009898900985717773 time: 8:06:05.721293
- B/E: 140 / 204 , Gen_loss: -0.36176154 MI_loss: 21.999838 Detection error: 0.009898483753204346 time: 8:06:06.495840
- B/E: 141 / 204 , Gen_loss: -0.35957834 MI_loss: 21.538284 Detection error: 0.009894371032714844 time: 8:06:07.317083
- B/E: 142 / 204 , Gen_loss: -0.36305892 MI_loss: 22.046139 Detection error: 0.009895563125610352 time: 8:06:08.217804
- B/E: 143 / 204 , Gen_loss: -0.36539397 MI_loss: 22.107508 Detection error: 0.009894311428070068 time: 8:06:09.096206
- B/E: 144 / 204 , Gen_loss: -0.36059648 MI_loss: 21.965227 Detection error: 0.00990605354309082 time: 8:06:09.979682
- B/E: 145 / 204 , Gen_loss: -0.3612491 MI_loss: 21.870575 Detection error: 0.009906232357025146 time: 8:06:10.863078
- B/E: 146 / 204 , Gen_loss: -0.35698926 MI_loss: 21.58766 Detection error: 0.009908139705657959 time: 8:06:11.745504
- B/E: 147 / 204 , Gen_loss: -0.35726377 MI_loss: 21.67651 Detection error: 0.00991278886795044 time: 8:06:12.625837
- B/E: 148 / 204 , Gen_loss: -0.36896467 MI_loss: 22.277676 Detection error: 0.009911715984344482 time: 8:06:13.595834
- B/E: 149 / 204 , Gen_loss: -0.35853466 MI_loss: 21.674307 Detection error: 0.009921252727508545 time: 8:06:14.480295
-
- Test Loss: 10.251482 Test Error: 0.010716676712036133
- -----
- EPOCH: 205
- B/E: 0 / 205 , Gen_loss: -0.35352823 MI_loss: 21.443523 Detection error: 0.010718762874603271 time: 8:06:16.431503
- B/E: 1 / 205 , Gen_loss: -0.35267395 MI_loss: 21.43118 Detection error: 0.010171890258789062 time: 8:06:45.255456
- B/E: 2 / 205 , Gen_loss: -0.35385206 MI_loss: 21.111103 Detection error: 0.009729146957397461 time: 8:06:46.174831
- B/E: 3 / 205 , Gen_loss: -0.3589874 MI_loss: 21.890877 Detection error: 0.009703099727630615 time: 8:06:47.069851
- B/E: 4 / 205 , Gen_loss: -0.36057568 MI_loss: 21.871134 Detection error: 0.009774982929229736 time: 8:06:47.958616
- B/E: 5 / 205 , Gen_loss: -0.34782377 MI_loss: 21.146784 Detection error: 0.009812474250793457 time: 8:06:48.843846
- B/E: 6 / 205 , Gen_loss: -0.3542907 MI_loss: 21.504446 Detection error: 0.009941935539245605 time: 8:06:49.730528
- B/E: 7 / 205 , Gen_loss: -0.36062443 MI_loss: 21.89074 Detection error: 0.00995701551437378 time: 8:06:50.622024
- B/E: 8 / 205 , Gen_loss: -0.35940573 MI_loss: 21.694183 Detection error: 0.009833335876464844 time: 8:06:51.509434
- B/E: 9 / 205 , Gen_loss: -0.36000955 MI_loss: 21.741087 Detection error: 0.009812474250793457 time: 8:06:52.396081
- B/E: 10 / 205 , Gen_loss: -0.36611527 MI_loss: 22.290676 Detection error: 0.009840905666351318 time: 8:06:53.381218
- B/E: 11 / 205 , Gen_loss: -0.35213688 MI_loss: 21.221302 Detection error: 0.009882807731628418 time: 8:06:54.263902
- B/E: 12 / 205 , Gen_loss: -0.35881984 MI_loss: 21.856575 Detection error: 0.009951949119567871 time: 8:06:55.151250
- B/E: 13 / 205 , Gen_loss: -0.3635885 MI_loss: 22.074978 Detection error: 0.009955346584320068 time: 8:06:56.040204
- B/E: 14 / 205 , Gen_loss: -0.36415654 MI_loss: 21.984379 Detection error: 0.009897887706756592 time: 8:06:56.926073
- B/E: 15 / 205 , Gen_loss: -0.35549062 MI_loss: 21.483416 Detection error: 0.009884774684906006 time: 8:06:57.809028
- B/E: 16 / 205 , Gen_loss: -0.3634228 MI_loss: 22.078732 Detection error: 0.00990992784500122 time: 8:06:58.692955
- B/E: 17 / 205 , Gen_loss: -0.3611086 MI_loss: 21.916887 Detection error: 0.009869813919067383 time: 8:06:59.586818
- B/E: 18 / 205 , Gen_loss: -0.35811102 MI_loss: 21.62985 Detection error: 0.009833872318267822 time: 8:07:00.474942
- B/E: 19 / 205 , Gen_loss: -0.35153207 MI_loss: 21.454563 Detection error: 0.009829699993133545 time: 8:07:01.358961
- B/E: 20 / 205 , Gen_loss: -0.35800084 MI_loss: 21.638544 Detection error: 0.009852707386016846 time: 8:07:02.246675
- B/E: 21 / 205 , Gen_loss: -0.35208717 MI_loss: 21.471516 Detection error: 0.009850859642028809 time: 8:07:03.130170
- B/E: 22 / 205 , Gen_loss: -0.3661149 MI_loss: 22.248013 Detection error: 0.009836971759796143 time: 8:07:04.031621
- B/E: 23 / 205 , Gen_loss: -0.35761654 MI_loss: 21.543081 Detection error: 0.009824216365814209 time: 8:07:04.922997
- B/E: 24 / 205 , Gen_loss: -0.36180675 MI_loss: 22.047853 Detection error: 0.009836256504058838 time: 8:07:05.810364
- B/E: 25 / 205 , Gen_loss: -0.36087438 MI_loss: 21.844536 Detection error: 0.009858191013336182 time: 8:07:06.773949
- B/E: 26 / 205 , Gen_loss: -0.35302526 MI_loss: 21.492025 Detection error: 0.009901642799377441 time: 8:07:07.663105
- B/E: 27 / 205 , Gen_loss: -0.3621366 MI_loss: 22.09142 Detection error: 0.009912967681884766 time: 8:07:08.576728
- B/E: 28 / 205 , Gen_loss: -0.36652112 MI_loss: 22.180079 Detection error: 0.009914875030517578 time: 8:07:09.395927
- B/E: 29 / 205 , Gen_loss: -0.35989964 MI_loss: 21.842094 Detection error: 0.009937524795532227 time: 8:07:10.290226
- B/E: 30 / 205 , Gen_loss: -0.35571834 MI_loss: 21.663647 Detection error: 0.009906232357025146 time: 8:07:11.190093
- B/E: 31 / 205 , Gen_loss: -0.35535645 MI_loss: 21.550577 Detection error: 0.009896457195281982 time: 8:07:12.074786
- B/E: 32 / 205 , Gen_loss: -0.36054695 MI_loss: 21.95542 Detection error: 0.009880661964416504 time: 8:07:12.960363
- B/E: 33 / 205 , Gen_loss: -0.35660845 MI_loss: 21.701736 Detection error: 0.009870409965515137 time: 8:07:13.868277
- B/E: 34 / 205 , Gen_loss: -0.35689336 MI_loss: 21.778484 Detection error: 0.009865164756774902 time: 8:07:14.752197
- B/E: 35 / 205 , Gen_loss: -0.3438617 MI_loss: 20.831276 Detection error: 0.009852409362792969 time: 8:07:15.631745
- B/E: 36 / 205 , Gen_loss: -0.35744393 MI_loss: 21.592993 Detection error: 0.009838700294494629 time: 8:07:16.514476
- B/E: 37 / 205 , Gen_loss: -0.36766863 MI_loss: 22.241493 Detection error: 0.009860992431640625 time: 8:07:17.401768
- B/E: 38 / 205 , Gen_loss: -0.3520823 MI_loss: 21.349901 Detection error: 0.009877383708953857 time: 8:07:18.281906
- B/E: 39 / 205 , Gen_loss: -0.36260113 MI_loss: 22.009481 Detection error: 0.009865641593933105 time: 8:07:19.165765
- B/E: 40 / 205 , Gen_loss: -0.35615706 MI_loss: 21.782557 Detection error: 0.009855926036834717 time: 8:07:19.970662
- B/E: 41 / 205 , Gen_loss: -0.34697226 MI_loss: 20.903072 Detection error: 0.009872019290924072 time: 8:07:20.835296
- B/E: 42 / 205 , Gen_loss: -0.36533624 MI_loss: 22.059708 Detection error: 0.009857535362243652 time: 8:07:21.729046
- B/E: 43 / 205 , Gen_loss: -0.35834023 MI_loss: 21.797758 Detection error: 0.009853720664978027 time: 8:07:22.611803
- B/E: 44 / 205 , Gen_loss: -0.36562905 MI_loss: 22.261244 Detection error: 0.009880542755126953 time: 8:07:23.497569
- B/E: 45 / 205 , Gen_loss: -0.3652547 MI_loss: 22.15289 Detection error: 0.009879767894744873 time: 8:07:24.376486
- B/E: 46 / 205 , Gen_loss: -0.36063924 MI_loss: 22.064669 Detection error: 0.009891629219055176 time: 8:07:25.258209
- B/E: 47 / 205 , Gen_loss: -0.36303502 MI_loss: 21.983274 Detection error: 0.009892582893371582 time: 8:07:26.141158
- B/E: 48 / 205 , Gen_loss: -0.36253008 MI_loss: 21.830082 Detection error: 0.00990307331085205 time: 8:07:27.020168
- B/E: 49 / 205 , Gen_loss: -0.3518626 MI_loss: 21.306152 Detection error: 0.009918749332427979 time: 8:07:27.905314
- B/E: 50 / 205 , Gen_loss: -0.35835126 MI_loss: 21.773167 Detection error: 0.009918510913848877 time: 8:07:28.787226
- B/E: 51 / 205 , Gen_loss: -0.3596078 MI_loss: 21.835735 Detection error: 0.009926676750183105 time: 8:07:29.589141
- B/E: 52 / 205 , Gen_loss: -0.36334494 MI_loss: 21.903982 Detection error: 0.009926915168762207 time: 8:07:30.381090
- B/E: 53 / 205 , Gen_loss: -0.35709846 MI_loss: 21.629549 Detection error: 0.009936332702636719 time: 8:07:31.274302
- B/E: 54 / 205 , Gen_loss: -0.356926 MI_loss: 21.66782 Detection error: 0.009938061237335205 time: 8:07:32.156681
- B/E: 55 / 205 , Gen_loss: -0.36698672 MI_loss: 22.210653 Detection error: 0.009921848773956299 time: 8:07:33.041443
- B/E: 56 / 205 , Gen_loss: -0.36150202 MI_loss: 21.840754 Detection error: 0.009899139404296875 time: 8:07:33.875214
- B/E: 57 / 205 , Gen_loss: -0.36115426 MI_loss: 21.830647 Detection error: 0.009898722171783447 time: 8:07:34.761447
- B/E: 58 / 205 , Gen_loss: -0.3575612 MI_loss: 21.670235 Detection error: 0.009895682334899902 time: 8:07:35.577152
- B/E: 59 / 205 , Gen_loss: -0.3638524 MI_loss: 22.17005 Detection error: 0.009908854961395264 time: 8:07:36.464065
- B/E: 60 / 205 , Gen_loss: -0.36301702 MI_loss: 21.90296 Detection error: 0.009903192520141602 time: 8:07:37.344334
- B/E: 61 / 205 , Gen_loss: -0.35360125 MI_loss: 21.469582 Detection error: 0.009911298751831055 time: 8:07:38.233089
- B/E: 62 / 205 , Gen_loss: -0.35853615 MI_loss: 21.804611 Detection error: 0.009923100471496582 time: 8:07:39.114209
- B/E: 63 / 205 , Gen_loss: -0.3690906 MI_loss: 22.26623 Detection error: 0.009912610054016113 time: 8:07:39.996676
- B/E: 64 / 205 , Gen_loss: -0.35549173 MI_loss: 21.570408 Detection error: 0.009908199310302734 time: 8:07:40.874828
- B/E: 65 / 205 , Gen_loss: -0.35395014 MI_loss: 21.308094 Detection error: 0.009916186332702637 time: 8:07:41.763879
- B/E: 66 / 205 , Gen_loss: -0.36277354 MI_loss: 21.951035 Detection error: 0.00991135835647583 time: 8:07:42.650763
- B/E: 67 / 205 , Gen_loss: -0.3544791 MI_loss: 21.386862 Detection error: 0.009903967380523682 time: 8:07:43.532898
- B/E: 68 / 205 , Gen_loss: -0.3600475 MI_loss: 21.772585 Detection error: 0.009910345077514648 time: 8:07:44.421886
- B/E: 69 / 205 , Gen_loss: -0.3558842 MI_loss: 21.617083 Detection error: 0.009912490844726562 time: 8:07:45.309950
- B/E: 70 / 205 , Gen_loss: -0.35968095 MI_loss: 21.87823 Detection error: 0.009909749031066895 time: 8:07:46.196263
- B/E: 71 / 205 , Gen_loss: -0.3584772 MI_loss: 21.683615 Detection error: 0.009914040565490723 time: 8:07:47.086900
- B/E: 72 / 205 , Gen_loss: -0.3643759 MI_loss: 22.058554 Detection error: 0.009914398193359375 time: 8:07:47.982223
- B/E: 73 / 205 , Gen_loss: -0.3704314 MI_loss: 22.41452 Detection error: 0.009906232357025146 time: 8:07:48.947428
- B/E: 74 / 205 , Gen_loss: -0.36511526 MI_loss: 22.200272 Detection error: 0.009901225566864014 time: 8:07:49.832108
- B/E: 75 / 205 , Gen_loss: -0.35716614 MI_loss: 21.637434 Detection error: 0.009897232055664062 time: 8:07:50.734866
- B/E: 76 / 205 , Gen_loss: -0.35657147 MI_loss: 21.486208 Detection error: 0.009900152683258057 time: 8:07:51.617276
- B/E: 77 / 205 , Gen_loss: -0.35632992 MI_loss: 21.691156 Detection error: 0.00989621877670288 time: 8:07:52.504813
- B/E: 78 / 205 , Gen_loss: -0.3530539 MI_loss: 21.31342 Detection error: 0.009897947311401367 time: 8:07:53.414815
- B/E: 79 / 205 , Gen_loss: -0.36530095 MI_loss: 22.056257 Detection error: 0.009909391403198242 time: 8:07:54.298682
- B/E: 80 / 205 , Gen_loss: -0.36134365 MI_loss: 21.786268 Detection error: 0.00991666316986084 time: 8:07:55.185830
- B/E: 81 / 205 , Gen_loss: -0.36780274 MI_loss: 22.236265 Detection error: 0.009908556938171387 time: 8:07:56.070936
- B/E: 82 / 205 , Gen_loss: -0.35422695 MI_loss: 21.390839 Detection error: 0.009909272193908691 time: 8:07:56.962023
- B/E: 83 / 205 , Gen_loss: -0.35756788 MI_loss: 21.767612 Detection error: 0.009915173053741455 time: 8:07:57.816281
- B/E: 84 / 205 , Gen_loss: -0.3517944 MI_loss: 21.362514 Detection error: 0.009911417961120605 time: 8:07:58.704296
- B/E: 85 / 205 , Gen_loss: -0.35528776 MI_loss: 21.553585 Detection error: 0.009889543056488037 time: 8:07:59.588413
- B/E: 86 / 205 , Gen_loss: -0.3670138 MI_loss: 22.249907 Detection error: 0.009891510009765625 time: 8:08:00.469118
- B/E: 87 / 205 , Gen_loss: -0.3518973 MI_loss: 21.31143 Detection error: 0.009873926639556885 time: 8:08:01.347417
- B/E: 88 / 205 , Gen_loss: -0.36646014 MI_loss: 22.23378 Detection error: 0.00986868143081665 time: 8:08:02.220708
- B/E: 89 / 205 , Gen_loss: -0.35482424 MI_loss: 21.541641 Detection error: 0.00987464189529419 time: 8:08:03.107394
- B/E: 90 / 205 , Gen_loss: -0.3579726 MI_loss: 21.65181 Detection error: 0.00987398624420166 time: 8:08:04.002955
- B/E: 91 / 205 , Gen_loss: -0.34937823 MI_loss: 21.209705 Detection error: 0.009875655174255371 time: 8:08:04.887137
- B/E: 92 / 205 , Gen_loss: -0.35500678 MI_loss: 21.58932 Detection error: 0.009869277477264404 time: 8:08:05.778504
- B/E: 93 / 205 , Gen_loss: -0.35136658 MI_loss: 21.355896 Detection error: 0.00986933708190918 time: 8:08:06.665985
- B/E: 94 / 205 , Gen_loss: -0.36021647 MI_loss: 21.94054 Detection error: 0.009880900382995605 time: 8:08:07.547574
- B/E: 95 / 205 , Gen_loss: -0.36151847 MI_loss: 21.976658 Detection error: 0.009884417057037354 time: 8:08:08.432514
- B/E: 96 / 205 , Gen_loss: -0.36153337 MI_loss: 21.849995 Detection error: 0.009881794452667236 time: 8:08:09.315279
- B/E: 97 / 205 , Gen_loss: -0.36270478 MI_loss: 21.97905 Detection error: 0.0098724365234375 time: 8:08:10.198054
- B/E: 98 / 205 , Gen_loss: -0.36240694 MI_loss: 21.978966 Detection error: 0.009863972663879395 time: 8:08:11.079240
- B/E: 99 / 205 , Gen_loss: -0.36511996 MI_loss: 22.103424 Detection error: 0.00986093282699585 time: 8:08:11.967286
- B/E: 100 / 205 , Gen_loss: -0.35943955 MI_loss: 21.899235 Detection error: 0.00985950231552124 time: 8:08:12.852214
- B/E: 101 / 205 , Gen_loss: -0.36305752 MI_loss: 22.22221 Detection error: 0.009871602058410645 time: 8:08:13.733979
- B/E: 102 / 205 , Gen_loss: -0.35968146 MI_loss: 21.84885 Detection error: 0.009864091873168945 time: 8:08:14.620215
- B/E: 103 / 205 , Gen_loss: -0.36201406 MI_loss: 21.892498 Detection error: 0.009865999221801758 time: 8:08:15.510240
- B/E: 104 / 205 , Gen_loss: -0.36747798 MI_loss: 22.289259 Detection error: 0.00986546277999878 time: 8:08:16.396390
- B/E: 105 / 205 , Gen_loss: -0.35656673 MI_loss: 21.73685 Detection error: 0.009864091873168945 time: 8:08:17.357765
- B/E: 106 / 205 , Gen_loss: -0.36420044 MI_loss: 22.099417 Detection error: 0.00986623764038086 time: 8:08:18.241920
- B/E: 107 / 205 , Gen_loss: -0.35841534 MI_loss: 21.890213 Detection error: 0.009868323802947998 time: 8:08:19.124954
- B/E: 108 / 205 , Gen_loss: -0.35984075 MI_loss: 21.684511 Detection error: 0.009872138500213623 time: 8:08:20.003746
- B/E: 109 / 205 , Gen_loss: -0.36819544 MI_loss: 22.145357 Detection error: 0.009868741035461426 time: 8:08:20.898274
- B/E: 110 / 205 , Gen_loss: -0.35489246 MI_loss: 21.351826 Detection error: 0.009858369827270508 time: 8:08:21.782482
- B/E: 111 / 205 , Gen_loss: -0.35272485 MI_loss: 21.449753 Detection error: 0.00985938310623169 time: 8:08:22.666729
- B/E: 112 / 205 , Gen_loss: -0.36731118 MI_loss: 22.207401 Detection error: 0.009855926036834717 time: 8:08:23.546734
- B/E: 113 / 205 , Gen_loss: -0.35546473 MI_loss: 21.697086 Detection error: 0.00986182689666748 time: 8:08:24.429439
- B/E: 114 / 205 , Gen_loss: -0.3603756 MI_loss: 21.953264 Detection error: 0.0098649263381958 time: 8:08:25.315401
- B/E: 115 / 205 , Gen_loss: -0.35367107 MI_loss: 21.403522 Detection error: 0.009858310222625732 time: 8:08:26.204920
- B/E: 116 / 205 , Gen_loss: -0.36725143 MI_loss: 22.22139 Detection error: 0.009859800338745117 time: 8:08:27.105468
- B/E: 117 / 205 , Gen_loss: -0.344545 MI_loss: 20.885754 Detection error: 0.009857237339019775 time: 8:08:27.986734
- B/E: 118 / 205 , Gen_loss: -0.35411894 MI_loss: 21.32784 Detection error: 0.009854495525360107 time: 8:08:28.881128
- B/E: 119 / 205 , Gen_loss: -0.36752325 MI_loss: 22.265152 Detection error: 0.009854137897491455 time: 8:08:29.786488
- B/E: 120 / 205 , Gen_loss: -0.3618826 MI_loss: 21.964676 Detection error: 0.00985044240951538 time: 8:08:30.669596
- B/E: 121 / 205 , Gen_loss: -0.36364073 MI_loss: 22.00973 Detection error: 0.009853720664978027 time: 8:08:31.627829
- B/E: 122 / 205 , Gen_loss: -0.360172 MI_loss: 21.852205 Detection error: 0.009842991828918457 time: 8:08:32.532781
- B/E: 123 / 205 , Gen_loss: -0.36219195 MI_loss: 21.982721 Detection error: 0.009839475154876709 time: 8:08:33.417768
- B/E: 124 / 205 , Gen_loss: -0.35216767 MI_loss: 21.188787 Detection error: 0.009838759899139404 time: 8:08:34.240174
- B/E: 125 / 205 , Gen_loss: -0.3565087 MI_loss: 21.55819 Detection error: 0.00984102487564087 time: 8:08:35.037575
- B/E: 126 / 205 , Gen_loss: -0.35773525 MI_loss: 21.874557 Detection error: 0.00985407829284668 time: 8:08:35.908344
- B/E: 127 / 205 , Gen_loss: -0.3548512 MI_loss: 21.53576 Detection error: 0.00984811782836914 time: 8:08:36.734787
- B/E: 128 / 205 , Gen_loss: -0.35776472 MI_loss: 21.72831 Detection error: 0.009854912757873535 time: 8:08:37.506815
- B/E: 129 / 205 , Gen_loss: -0.36273876 MI_loss: 22.086765 Detection error: 0.009859621524810791 time: 8:08:38.274046
- B/E: 130 / 205 , Gen_loss: -0.36673465 MI_loss: 22.080881 Detection error: 0.009866654872894287 time: 8:08:39.049308
- B/E: 131 / 205 , Gen_loss: -0.35371578 MI_loss: 21.348366 Detection error: 0.00987309217453003 time: 8:08:39.836939
- B/E: 132 / 205 , Gen_loss: -0.3694469 MI_loss: 22.360788 Detection error: 0.009866774082183838 time: 8:08:40.651088
- B/E: 133 / 205 , Gen_loss: -0.35487235 MI_loss: 21.546244 Detection error: 0.009872674942016602 time: 8:08:41.473239
- B/E: 134 / 205 , Gen_loss: -0.35582608 MI_loss: 21.624207 Detection error: 0.009876608848571777 time: 8:08:42.363916
- B/E: 135 / 205 , Gen_loss: -0.34995386 MI_loss: 21.440708 Detection error: 0.009878695011138916 time: 8:08:43.248740
- B/E: 136 / 205 , Gen_loss: -0.35698968 MI_loss: 21.500238 Detection error: 0.009878396987915039 time: 8:08:44.176482
- B/E: 137 / 205 , Gen_loss: -0.36493957 MI_loss: 22.02467 Detection error: 0.0098801851272583 time: 8:08:45.155015
- B/E: 138 / 205 , Gen_loss: -0.36059427 MI_loss: 21.983202 Detection error: 0.009885549545288086 time: 8:08:46.032079
- B/E: 139 / 205 , Gen_loss: -0.35394534 MI_loss: 21.417965 Detection error: 0.009892642498016357 time: 8:08:46.916779
- B/E: 140 / 205 , Gen_loss: -0.352158 MI_loss: 21.35966 Detection error: 0.009894728660583496 time: 8:08:47.809181
- B/E: 141 / 205 , Gen_loss: -0.36376727 MI_loss: 21.946072 Detection error: 0.009889543056488037 time: 8:08:48.694115
- B/E: 142 / 205 , Gen_loss: -0.35376617 MI_loss: 21.315046 Detection error: 0.009889185428619385 time: 8:08:49.573862
- B/E: 143 / 205 , Gen_loss: -0.35625753 MI_loss: 21.657522 Detection error: 0.009885609149932861 time: 8:08:50.458012
- B/E: 144 / 205 , Gen_loss: -0.35477152 MI_loss: 21.637926 Detection error: 0.009894371032714844 time: 8:08:51.348263
- B/E: 145 / 205 , Gen_loss: -0.35972437 MI_loss: 21.79407 Detection error: 0.009896397590637207 time: 8:08:52.229162
- B/E: 146 / 205 , Gen_loss: -0.35326713 MI_loss: 21.47403 Detection error: 0.009902417659759521 time: 8:08:53.116196
- B/E: 147 / 205 , Gen_loss: -0.35654312 MI_loss: 21.496586 Detection error: 0.009904980659484863 time: 8:08:54.003017
- B/E: 148 / 205 , Gen_loss: -0.35870597 MI_loss: 21.570374 Detection error: 0.009906649589538574 time: 8:08:54.887483
- B/E: 149 / 205 , Gen_loss: -0.3597033 MI_loss: 21.769424 Detection error: 0.00991356372833252 time: 8:08:55.766762
-
- Test Loss: 10.25107 Test Error: 0.010691642761230469
- -----
- EPOCH: 206
- B/E: 0 / 206 , Gen_loss: -0.36207482 MI_loss: 22.002363 Detection error: 0.010249972343444824 time: 8:08:57.776006
- B/E: 1 / 206 , Gen_loss: -0.3556925 MI_loss: 21.575281 Detection error: 0.010328114032745361 time: 8:09:26.621440
- B/E: 2 / 206 , Gen_loss: -0.3579927 MI_loss: 21.644201 Detection error: 0.009802103042602539 time: 8:09:27.642362
- B/E: 3 / 206 , Gen_loss: -0.3609528 MI_loss: 21.87692 Detection error: 0.009742200374603271 time: 8:09:28.544228
- B/E: 4 / 206 , Gen_loss: -0.36654198 MI_loss: 22.269947 Detection error: 0.00976872444152832 time: 8:09:29.435176
- B/E: 5 / 206 , Gen_loss: -0.35502505 MI_loss: 21.63586 Detection error: 0.009802103042602539 time: 8:09:30.319644
- B/E: 6 / 206 , Gen_loss: -0.36048064 MI_loss: 21.758383 Detection error: 0.009852707386016846 time: 8:09:31.136820
- B/E: 7 / 206 , Gen_loss: -0.3606283 MI_loss: 21.84955 Detection error: 0.009917974472045898 time: 8:09:32.015026
- B/E: 8 / 206 , Gen_loss: -0.3603248 MI_loss: 21.85109 Detection error: 0.009899318218231201 time: 8:09:32.896399
- B/E: 9 / 206 , Gen_loss: -0.35841304 MI_loss: 21.708181 Detection error: 0.00986248254776001 time: 8:09:33.779512
- B/E: 10 / 206 , Gen_loss: -0.3636526 MI_loss: 22.005957 Detection error: 0.009880661964416504 time: 8:09:34.666825
- B/E: 11 / 206 , Gen_loss: -0.3659531 MI_loss: 22.215714 Detection error: 0.009908854961395264 time: 8:09:35.548055
- B/E: 12 / 206 , Gen_loss: -0.35701326 MI_loss: 21.559443 Detection error: 0.009963929653167725 time: 8:09:36.433330
- B/E: 13 / 206 , Gen_loss: -0.37589118 MI_loss: 22.831835 Detection error: 0.009941935539245605 time: 8:09:37.325638
- B/E: 14 / 206 , Gen_loss: -0.35232055 MI_loss: 21.207396 Detection error: 0.009925007820129395 time: 8:09:38.199046
- B/E: 15 / 206 , Gen_loss: -0.3642152 MI_loss: 22.01294 Detection error: 0.009925782680511475 time: 8:09:39.039727
- B/E: 16 / 206 , Gen_loss: -0.36634597 MI_loss: 22.137396 Detection error: 0.0098952054977417 time: 8:09:39.926608
- B/E: 17 / 206 , Gen_loss: -0.35187465 MI_loss: 21.454609 Detection error: 0.009885430335998535 time: 8:09:40.819031
- B/E: 18 / 206 , Gen_loss: -0.35592398 MI_loss: 21.592825 Detection error: 0.009842097759246826 time: 8:09:41.781290
- B/E: 19 / 206 , Gen_loss: -0.34908238 MI_loss: 21.193157 Detection error: 0.009834349155426025 time: 8:09:42.665174
- B/E: 20 / 206 , Gen_loss: -0.35717642 MI_loss: 21.708145 Detection error: 0.00988095998764038 time: 8:09:43.570579
- B/E: 21 / 206 , Gen_loss: -0.35734645 MI_loss: 21.62938 Detection error: 0.00985795259475708 time: 8:09:44.389018
- B/E: 22 / 206 , Gen_loss: -0.3630717 MI_loss: 21.937044 Detection error: 0.009868204593658447 time: 8:09:45.213495
- B/E: 23 / 206 , Gen_loss: -0.36136922 MI_loss: 21.942013 Detection error: 0.009860694408416748 time: 8:09:46.128005
- B/E: 24 / 206 , Gen_loss: -0.35773867 MI_loss: 21.68512 Detection error: 0.009847521781921387 time: 8:09:47.017051
- B/E: 25 / 206 , Gen_loss: -0.34812704 MI_loss: 21.084824 Detection error: 0.009877383708953857 time: 8:09:47.903296
- B/E: 26 / 206 , Gen_loss: -0.35507107 MI_loss: 21.482418 Detection error: 0.00991201400756836 time: 8:09:48.788430
- B/E: 27 / 206 , Gen_loss: -0.3659423 MI_loss: 22.299238 Detection error: 0.00993412733078003 time: 8:09:49.692427
- B/E: 28 / 206 , Gen_loss: -0.35536867 MI_loss: 21.50879 Detection error: 0.00994718074798584 time: 8:09:50.573713
- B/E: 29 / 206 , Gen_loss: -0.36647913 MI_loss: 22.135887 Detection error: 0.009952068328857422 time: 8:09:51.455015
- B/E: 30 / 206 , Gen_loss: -0.35278344 MI_loss: 21.323732 Detection error: 0.009928405284881592 time: 8:09:52.344325
- B/E: 31 / 206 , Gen_loss: -0.3486509 MI_loss: 21.024914 Detection error: 0.009902358055114746 time: 8:09:53.319736
- B/E: 32 / 206 , Gen_loss: -0.3586029 MI_loss: 21.781345 Detection error: 0.00990152359008789 time: 8:09:54.203420
- B/E: 33 / 206 , Gen_loss: -0.35324174 MI_loss: 21.365011 Detection error: 0.009882330894470215 time: 8:09:55.078655
- B/E: 34 / 206 , Gen_loss: -0.34252927 MI_loss: 20.81388 Detection error: 0.009874999523162842 time: 8:09:55.959414
- B/E: 35 / 206 , Gen_loss: -0.35825664 MI_loss: 21.653322 Detection error: 0.009884536266326904 time: 8:09:56.842797
- B/E: 36 / 206 , Gen_loss: -0.35067785 MI_loss: 21.221779 Detection error: 0.009858965873718262 time: 8:09:57.723160
- B/E: 37 / 206 , Gen_loss: -0.37254167 MI_loss: 22.651316 Detection error: 0.009875833988189697 time: 8:09:58.601675
- B/E: 38 / 206 , Gen_loss: -0.35807422 MI_loss: 21.726887 Detection error: 0.00988781452178955 time: 8:09:59.485551
- B/E: 39 / 206 , Gen_loss: -0.3650176 MI_loss: 21.995493 Detection error: 0.009869515895843506 time: 8:10:00.364536
- B/E: 40 / 206 , Gen_loss: -0.3560741 MI_loss: 21.604635 Detection error: 0.009873449802398682 time: 8:10:01.254029
- B/E: 41 / 206 , Gen_loss: -0.35764605 MI_loss: 21.67302 Detection error: 0.009877979755401611 time: 8:10:02.141936
- B/E: 42 / 206 , Gen_loss: -0.35772413 MI_loss: 21.59151 Detection error: 0.009869158267974854 time: 8:10:03.025994
- B/E: 43 / 206 , Gen_loss: -0.3606112 MI_loss: 21.72145 Detection error: 0.00986790657043457 time: 8:10:03.905025
- B/E: 44 / 206 , Gen_loss: -0.36504975 MI_loss: 22.253609 Detection error: 0.009881973266601562 time: 8:10:04.800139
- B/E: 45 / 206 , Gen_loss: -0.3599624 MI_loss: 21.71215 Detection error: 0.00988858938217163 time: 8:10:05.683641
- B/E: 46 / 206 , Gen_loss: -0.3548594 MI_loss: 21.450315 Detection error: 0.009899616241455078 time: 8:10:06.511424
- B/E: 47 / 206 , Gen_loss: -0.36121202 MI_loss: 21.778412 Detection error: 0.009901046752929688 time: 8:10:07.345592
- B/E: 48 / 206 , Gen_loss: -0.35433322 MI_loss: 21.55629 Detection error: 0.009913921356201172 time: 8:10:08.327313
- B/E: 49 / 206 , Gen_loss: -0.35455304 MI_loss: 21.471464 Detection error: 0.009917497634887695 time: 8:10:09.176504
- B/E: 50 / 206 , Gen_loss: -0.35427633 MI_loss: 21.482845 Detection error: 0.009923994541168213 time: 8:10:10.010613
- B/E: 51 / 206 , Gen_loss: -0.3640649 MI_loss: 22.025414 Detection error: 0.009930908679962158 time: 8:10:10.925642
- B/E: 52 / 206 , Gen_loss: -0.3589235 MI_loss: 21.683563 Detection error: 0.009923934936523438 time: 8:10:11.765812
- B/E: 53 / 206 , Gen_loss: -0.36251205 MI_loss: 21.953236 Detection error: 0.009939253330230713 time: 8:10:12.661786
- B/E: 54 / 206 , Gen_loss: -0.36087885 MI_loss: 21.828918 Detection error: 0.00994718074798584 time: 8:10:13.551364
- B/E: 55 / 206 , Gen_loss: -0.35842347 MI_loss: 21.811714 Detection error: 0.009929120540618896 time: 8:10:14.435576
- B/E: 56 / 206 , Gen_loss: -0.34607008 MI_loss: 20.89304 Detection error: 0.009911179542541504 time: 8:10:15.320794
- B/E: 57 / 206 , Gen_loss: -0.36275208 MI_loss: 22.051172 Detection error: 0.009904623031616211 time: 8:10:16.207784
- B/E: 58 / 206 , Gen_loss: -0.3520104 MI_loss: 21.385221 Detection error: 0.009896695613861084 time: 8:10:17.095353
- B/E: 59 / 206 , Gen_loss: -0.3612806 MI_loss: 21.955238 Detection error: 0.009918212890625 time: 8:10:17.981193
- B/E: 60 / 206 , Gen_loss: -0.3718573 MI_loss: 22.452362 Detection error: 0.009907782077789307 time: 8:10:18.859419
- B/E: 61 / 206 , Gen_loss: -0.3409377 MI_loss: 20.816084 Detection error: 0.009913325309753418 time: 8:10:19.744585
- B/E: 62 / 206 , Gen_loss: -0.364564 MI_loss: 22.060059 Detection error: 0.009915173053741455 time: 8:10:20.626849
- B/E: 63 / 206 , Gen_loss: -0.36633202 MI_loss: 22.17574 Detection error: 0.009910643100738525 time: 8:10:21.584599
- B/E: 64 / 206 , Gen_loss: -0.35340428 MI_loss: 21.50232 Detection error: 0.009907662868499756 time: 8:10:22.494584
- B/E: 65 / 206 , Gen_loss: -0.36694574 MI_loss: 22.37215 Detection error: 0.009911000728607178 time: 8:10:23.295043
- B/E: 66 / 206 , Gen_loss: -0.36288446 MI_loss: 22.004276 Detection error: 0.009915590286254883 time: 8:10:24.194404
- B/E: 67 / 206 , Gen_loss: -0.35334495 MI_loss: 21.411444 Detection error: 0.009908556938171387 time: 8:10:25.081824
- B/E: 68 / 206 , Gen_loss: -0.35456535 MI_loss: 21.57557 Detection error: 0.009909868240356445 time: 8:10:25.991001
- B/E: 69 / 206 , Gen_loss: -0.3658051 MI_loss: 22.084145 Detection error: 0.009910285472869873 time: 8:10:26.881952
- B/E: 70 / 206 , Gen_loss: -0.369367 MI_loss: 22.479485 Detection error: 0.009907126426696777 time: 8:10:27.768019
- B/E: 71 / 206 , Gen_loss: -0.35118672 MI_loss: 21.3551 Detection error: 0.009913623332977295 time: 8:10:28.675888
- B/E: 72 / 206 , Gen_loss: -0.36966124 MI_loss: 22.43771 Detection error: 0.009914815425872803 time: 8:10:29.561264
- B/E: 73 / 206 , Gen_loss: -0.35562932 MI_loss: 21.581806 Detection error: 0.009902894496917725 time: 8:10:30.446544
- B/E: 74 / 206 , Gen_loss: -0.3580222 MI_loss: 21.738092 Detection error: 0.00989830493927002 time: 8:10:31.331974
- B/E: 75 / 206 , Gen_loss: -0.35833818 MI_loss: 21.84896 Detection error: 0.009899258613586426 time: 8:10:32.222502
- B/E: 76 / 206 , Gen_loss: -0.34761208 MI_loss: 21.143 Detection error: 0.009897291660308838 time: 8:10:33.106866
- B/E: 77 / 206 , Gen_loss: -0.36067468 MI_loss: 21.818136 Detection error: 0.009893834590911865 time: 8:10:33.991627
- B/E: 78 / 206 , Gen_loss: -0.36121106 MI_loss: 21.83593 Detection error: 0.009895563125610352 time: 8:10:34.881826
- B/E: 79 / 206 , Gen_loss: -0.3512027 MI_loss: 21.433287 Detection error: 0.009907424449920654 time: 8:10:35.863228
- B/E: 80 / 206 , Gen_loss: -0.36272076 MI_loss: 22.071247 Detection error: 0.009913980960845947 time: 8:10:36.768044
- B/E: 81 / 206 , Gen_loss: -0.35285464 MI_loss: 21.396107 Detection error: 0.009906649589538574 time: 8:10:37.652546
- B/E: 82 / 206 , Gen_loss: -0.36032325 MI_loss: 21.795023 Detection error: 0.009906232357025146 time: 8:10:38.537468
- B/E: 83 / 206 , Gen_loss: -0.3599373 MI_loss: 21.808867 Detection error: 0.009902894496917725 time: 8:10:39.421378
- B/E: 84 / 206 , Gen_loss: -0.35951185 MI_loss: 21.965954 Detection error: 0.009899616241455078 time: 8:10:40.306293
- B/E: 85 / 206 , Gen_loss: -0.3615526 MI_loss: 21.780025 Detection error: 0.009876430034637451 time: 8:10:41.194812
- B/E: 86 / 206 , Gen_loss: -0.35015178 MI_loss: 21.05176 Detection error: 0.009876787662506104 time: 8:10:42.079266
- B/E: 87 / 206 , Gen_loss: -0.35613093 MI_loss: 21.68546 Detection error: 0.0098646879196167 time: 8:10:42.962658
- B/E: 88 / 206 , Gen_loss: -0.35582843 MI_loss: 21.611118 Detection error: 0.009854257106781006 time: 8:10:43.855641
- B/E: 89 / 206 , Gen_loss: -0.35240462 MI_loss: 21.484379 Detection error: 0.009865283966064453 time: 8:10:44.745688
- B/E: 90 / 206 , Gen_loss: -0.3655472 MI_loss: 22.111202 Detection error: 0.009861946105957031 time: 8:10:45.613618
- B/E: 91 / 206 , Gen_loss: -0.3567463 MI_loss: 21.686651 Detection error: 0.009866178035736084 time: 8:10:46.513148
- B/E: 92 / 206 , Gen_loss: -0.3445285 MI_loss: 20.761108 Detection error: 0.009858191013336182 time: 8:10:47.396984
- B/E: 93 / 206 , Gen_loss: -0.3461315 MI_loss: 20.996712 Detection error: 0.009862005710601807 time: 8:10:48.285456
- B/E: 94 / 206 , Gen_loss: -0.3558907 MI_loss: 21.64658 Detection error: 0.009872376918792725 time: 8:10:49.171194
- B/E: 95 / 206 , Gen_loss: -0.3552872 MI_loss: 21.423532 Detection error: 0.0098763108253479 time: 8:10:50.082032
- B/E: 96 / 206 , Gen_loss: -0.36264202 MI_loss: 21.956837 Detection error: 0.009874701499938965 time: 8:10:50.974198
- B/E: 97 / 206 , Gen_loss: -0.36125982 MI_loss: 22.029968 Detection error: 0.00986701250076294 time: 8:10:51.857212
- B/E: 98 / 206 , Gen_loss: -0.3484537 MI_loss: 20.86366 Detection error: 0.009860813617706299 time: 8:10:52.739970
- B/E: 99 / 206 , Gen_loss: -0.36730877 MI_loss: 22.285345 Detection error: 0.009856224060058594 time: 8:10:53.617713
- B/E: 100 / 206 , Gen_loss: -0.369031 MI_loss: 22.444447 Detection error: 0.009854912757873535 time: 8:10:54.503038
- B/E: 101 / 206 , Gen_loss: -0.35273758 MI_loss: 21.486952 Detection error: 0.009859979152679443 time: 8:10:55.400314
- B/E: 102 / 206 , Gen_loss: -0.36177894 MI_loss: 21.87358 Detection error: 0.009860754013061523 time: 8:10:56.281643
- B/E: 103 / 206 , Gen_loss: -0.3537546 MI_loss: 21.393526 Detection error: 0.009859085083007812 time: 8:10:57.160906
- B/E: 104 / 206 , Gen_loss: -0.36939192 MI_loss: 22.25951 Detection error: 0.009860396385192871 time: 8:10:58.045680
- B/E: 105 / 206 , Gen_loss: -0.35911024 MI_loss: 21.813103 Detection error: 0.009858787059783936 time: 8:10:58.934971
- B/E: 106 / 206 , Gen_loss: -0.36219925 MI_loss: 21.907305 Detection error: 0.009858369827270508 time: 8:10:59.814682
- B/E: 107 / 206 , Gen_loss: -0.3609477 MI_loss: 21.942913 Detection error: 0.009861111640930176 time: 8:11:00.698796
- B/E: 108 / 206 , Gen_loss: -0.35835907 MI_loss: 21.76043 Detection error: 0.009865522384643555 time: 8:11:01.593789
- B/E: 109 / 206 , Gen_loss: -0.35655913 MI_loss: 21.495455 Detection error: 0.00985795259475708 time: 8:11:02.481563
- B/E: 110 / 206 , Gen_loss: -0.35852006 MI_loss: 21.585844 Detection error: 0.009851932525634766 time: 8:11:03.360920
- B/E: 111 / 206 , Gen_loss: -0.3711157 MI_loss: 22.475582 Detection error: 0.009852945804595947 time: 8:11:04.328963
- B/E: 112 / 206 , Gen_loss: -0.3710946 MI_loss: 22.334785 Detection error: 0.00985175371170044 time: 8:11:05.236929
- B/E: 113 / 206 , Gen_loss: -0.35698822 MI_loss: 21.74733 Detection error: 0.009856343269348145 time: 8:11:06.127643
- B/E: 114 / 206 , Gen_loss: -0.3549535 MI_loss: 21.725273 Detection error: 0.009860336780548096 time: 8:11:07.009177
- B/E: 115 / 206 , Gen_loss: -0.36205 MI_loss: 22.006016 Detection error: 0.009856164455413818 time: 8:11:07.914183
- B/E: 116 / 206 , Gen_loss: -0.35673258 MI_loss: 21.639132 Detection error: 0.009851515293121338 time: 8:11:08.797509
- B/E: 117 / 206 , Gen_loss: -0.34828982 MI_loss: 21.079254 Detection error: 0.00985485315322876 time: 8:11:09.677727
- B/E: 118 / 206 , Gen_loss: -0.35378638 MI_loss: 21.48702 Detection error: 0.009849250316619873 time: 8:11:10.556356
- B/E: 119 / 206 , Gen_loss: -0.36258063 MI_loss: 21.96436 Detection error: 0.009845316410064697 time: 8:11:11.444967
- B/E: 120 / 206 , Gen_loss: -0.36115515 MI_loss: 21.990093 Detection error: 0.00984501838684082 time: 8:11:12.333681
- B/E: 121 / 206 , Gen_loss: -0.3527676 MI_loss: 21.468843 Detection error: 0.009847819805145264 time: 8:11:13.215921
- B/E: 122 / 206 , Gen_loss: -0.36354363 MI_loss: 22.077415 Detection error: 0.009841740131378174 time: 8:11:14.103710
- B/E: 123 / 206 , Gen_loss: -0.3563516 MI_loss: 21.574993 Detection error: 0.009835422039031982 time: 8:11:14.985171
- B/E: 124 / 206 , Gen_loss: -0.36357543 MI_loss: 22.14613 Detection error: 0.009835481643676758 time: 8:11:15.870664
- B/E: 125 / 206 , Gen_loss: -0.35572788 MI_loss: 21.468525 Detection error: 0.00983208417892456 time: 8:11:16.754504
- B/E: 126 / 206 , Gen_loss: -0.35014278 MI_loss: 21.191422 Detection error: 0.009842276573181152 time: 8:11:17.640214
- B/E: 127 / 206 , Gen_loss: -0.36113638 MI_loss: 21.925858 Detection error: 0.009844720363616943 time: 8:11:18.622221
- B/E: 128 / 206 , Gen_loss: -0.35047027 MI_loss: 21.199636 Detection error: 0.009845912456512451 time: 8:11:19.508178
- B/E: 129 / 206 , Gen_loss: -0.35517487 MI_loss: 21.755842 Detection error: 0.009853124618530273 time: 8:11:20.395367
- B/E: 130 / 206 , Gen_loss: -0.3627934 MI_loss: 21.96302 Detection error: 0.00985950231552124 time: 8:11:21.281007
- B/E: 131 / 206 , Gen_loss: -0.35213512 MI_loss: 21.340744 Detection error: 0.00986480712890625 time: 8:11:22.164324
- B/E: 132 / 206 , Gen_loss: -0.35723346 MI_loss: 21.542585 Detection error: 0.009864211082458496 time: 8:11:23.023653
- B/E: 133 / 206 , Gen_loss: -0.36781275 MI_loss: 22.32432 Detection error: 0.009861469268798828 time: 8:11:23.907128
- B/E: 134 / 206 , Gen_loss: -0.35381123 MI_loss: 21.637148 Detection error: 0.009872019290924072 time: 8:11:24.795844
- B/E: 135 / 206 , Gen_loss: -0.3538778 MI_loss: 21.430014 Detection error: 0.009870648384094238 time: 8:11:25.686300
- B/E: 136 / 206 , Gen_loss: -0.36282095 MI_loss: 21.962526 Detection error: 0.009874105453491211 time: 8:11:26.570362
- B/E: 137 / 206 , Gen_loss: -0.35758513 MI_loss: 21.611837 Detection error: 0.009876787662506104 time: 8:11:27.454815
- B/E: 138 / 206 , Gen_loss: -0.3615551 MI_loss: 22.030743 Detection error: 0.009882628917694092 time: 8:11:28.346599
- B/E: 139 / 206 , Gen_loss: -0.35973835 MI_loss: 21.746202 Detection error: 0.009885251522064209 time: 8:11:29.238290
- B/E: 140 / 206 , Gen_loss: -0.3583265 MI_loss: 21.775242 Detection error: 0.009887218475341797 time: 8:11:30.123571
- B/E: 141 / 206 , Gen_loss: -0.35564062 MI_loss: 21.471027 Detection error: 0.0098838210105896 time: 8:11:31.009530
- B/E: 142 / 206 , Gen_loss: -0.36791322 MI_loss: 22.443129 Detection error: 0.009883522987365723 time: 8:11:31.896640
- B/E: 143 / 206 , Gen_loss: -0.35598224 MI_loss: 21.462984 Detection error: 0.0098801851272583 time: 8:11:32.861834
- B/E: 144 / 206 , Gen_loss: -0.35890138 MI_loss: 21.683796 Detection error: 0.009892463684082031 time: 8:11:33.748827
- B/E: 145 / 206 , Gen_loss: -0.36098054 MI_loss: 21.769938 Detection error: 0.009897708892822266 time: 8:11:34.641469
- B/E: 146 / 206 , Gen_loss: -0.3554103 MI_loss: 21.440796 Detection error: 0.009898602962493896 time: 8:11:35.532583
- B/E: 147 / 206 , Gen_loss: -0.34898013 MI_loss: 21.112297 Detection error: 0.009902894496917725 time: 8:11:36.416306
- B/E: 148 / 206 , Gen_loss: -0.35948718 MI_loss: 21.598766 Detection error: 0.009903550148010254 time: 8:11:37.193659
- B/E: 149 / 206 , Gen_loss: -0.34807858 MI_loss: 21.047672 Detection error: 0.009910821914672852 time: 8:11:37.998019
-
- Test Loss: 10.25396 Test Error: 0.010749995708465576
- -----
- EPOCH: 207
- B/E: 0 / 207 , Gen_loss: -0.36405906 MI_loss: 22.035728 Detection error: 0.010249972343444824 time: 8:11:39.934860
- B/E: 1 / 207 , Gen_loss: -0.3496583 MI_loss: 21.180368 Detection error: 0.010234355926513672 time: 8:12:09.659077
- B/E: 2 / 207 , Gen_loss: -0.3626813 MI_loss: 21.881392 Detection error: 0.009656250476837158 time: 8:12:10.495356
- B/E: 3 / 207 , Gen_loss: -0.35627705 MI_loss: 21.677261 Detection error: 0.009679675102233887 time: 8:12:11.384691
- B/E: 4 / 207 , Gen_loss: -0.35932022 MI_loss: 21.715273 Detection error: 0.009675025939941406 time: 8:12:12.291582
- B/E: 5 / 207 , Gen_loss: -0.355418 MI_loss: 21.90775 Detection error: 0.009796857833862305 time: 8:12:13.298302
- B/E: 6 / 207 , Gen_loss: -0.36218688 MI_loss: 22.080242 Detection error: 0.009821414947509766 time: 8:12:14.162410
- B/E: 7 / 207 , Gen_loss: -0.35500166 MI_loss: 21.68775 Detection error: 0.009871065616607666 time: 8:12:15.059305
- B/E: 8 / 207 , Gen_loss: -0.37190127 MI_loss: 22.608095 Detection error: 0.009795129299163818 time: 8:12:15.953066
- B/E: 9 / 207 , Gen_loss: -0.36836854 MI_loss: 22.344418 Detection error: 0.009784400463104248 time: 8:12:16.848271
- B/E: 10 / 207 , Gen_loss: -0.35969156 MI_loss: 21.771757 Detection error: 0.009818196296691895 time: 8:12:17.743520
- B/E: 11 / 207 , Gen_loss: -0.3540399 MI_loss: 21.578632 Detection error: 0.009843766689300537 time: 8:12:18.643886
- B/E: 12 / 207 , Gen_loss: -0.35517433 MI_loss: 21.481026 Detection error: 0.00991588830947876 time: 8:12:19.539830
- B/E: 13 / 207 , Gen_loss: -0.35323414 MI_loss: 21.41444 Detection error: 0.009921848773956299 time: 8:12:20.438197
- B/E: 14 / 207 , Gen_loss: -0.36645794 MI_loss: 22.125538 Detection error: 0.009889602661132812 time: 8:12:21.357438
- B/E: 15 / 207 , Gen_loss: -0.3653378 MI_loss: 22.101353 Detection error: 0.009902358055114746 time: 8:12:22.256399
- B/E: 16 / 207 , Gen_loss: -0.35432863 MI_loss: 21.481007 Detection error: 0.009897053241729736 time: 8:12:23.150890
- B/E: 17 / 207 , Gen_loss: -0.3609302 MI_loss: 21.900543 Detection error: 0.009874999523162842 time: 8:12:24.070633
- B/E: 18 / 207 , Gen_loss: -0.35291332 MI_loss: 21.520817 Detection error: 0.009835541248321533 time: 8:12:24.969866
- B/E: 19 / 207 , Gen_loss: -0.35796756 MI_loss: 21.713873 Detection error: 0.009832799434661865 time: 8:12:25.867194
- B/E: 20 / 207 , Gen_loss: -0.3603151 MI_loss: 21.725204 Detection error: 0.009843766689300537 time: 8:12:26.864671
- B/E: 21 / 207 , Gen_loss: -0.36198 MI_loss: 21.970787 Detection error: 0.009873569011688232 time: 8:12:27.764554
- B/E: 22 / 207 , Gen_loss: -0.36598912 MI_loss: 22.082066 Detection error: 0.009861409664154053 time: 8:12:28.664404
- B/E: 23 / 207 , Gen_loss: -0.36169863 MI_loss: 21.87061 Detection error: 0.009855449199676514 time: 8:12:29.559624
- B/E: 24 / 207 , Gen_loss: -0.35908276 MI_loss: 21.912304 Detection error: 0.00985872745513916 time: 8:12:30.499708
- B/E: 25 / 207 , Gen_loss: -0.36291504 MI_loss: 21.917969 Detection error: 0.009873807430267334 time: 8:12:31.398278
- B/E: 26 / 207 , Gen_loss: -0.34416133 MI_loss: 20.876404 Detection error: 0.009907424449920654 time: 8:12:32.295623
- B/E: 27 / 207 , Gen_loss: -0.364622 MI_loss: 22.236748 Detection error: 0.00993412733078003 time: 8:12:33.194311
- B/E: 28 / 207 , Gen_loss: -0.35739756 MI_loss: 21.538548 Detection error: 0.009927809238433838 time: 8:12:34.115218
- B/E: 29 / 207 , Gen_loss: -0.35678935 MI_loss: 21.673014 Detection error: 0.009930193424224854 time: 8:12:35.010954
- B/E: 30 / 207 , Gen_loss: -0.35842973 MI_loss: 21.575697 Detection error: 0.009911298751831055 time: 8:12:35.906393
- B/E: 31 / 207 , Gen_loss: -0.36184898 MI_loss: 21.862118 Detection error: 0.009893536567687988 time: 8:12:36.794278
- B/E: 32 / 207 , Gen_loss: -0.3647998 MI_loss: 22.201962 Detection error: 0.009890139102935791 time: 8:12:37.669147
- B/E: 33 / 207 , Gen_loss: -0.34613594 MI_loss: 20.89873 Detection error: 0.009863078594207764 time: 8:12:38.542986
- B/E: 34 / 207 , Gen_loss: -0.34669155 MI_loss: 21.088703 Detection error: 0.009881258010864258 time: 8:12:39.432365
- B/E: 35 / 207 , Gen_loss: -0.35726905 MI_loss: 21.649067 Detection error: 0.009857654571533203 time: 8:12:40.325340
- B/E: 36 / 207 , Gen_loss: -0.36838305 MI_loss: 22.25577 Detection error: 0.009874165058135986 time: 8:12:41.319379
- B/E: 37 / 207 , Gen_loss: -0.36634988 MI_loss: 22.101568 Detection error: 0.00985938310623169 time: 8:12:42.221308
- B/E: 38 / 207 , Gen_loss: -0.34456265 MI_loss: 21.058283 Detection error: 0.009890198707580566 time: 8:12:43.133335
- B/E: 39 / 207 , Gen_loss: -0.35767326 MI_loss: 21.591476 Detection error: 0.009874224662780762 time: 8:12:44.031003
- B/E: 40 / 207 , Gen_loss: -0.3594616 MI_loss: 21.795338 Detection error: 0.009860515594482422 time: 8:12:44.925857
- B/E: 41 / 207 , Gen_loss: -0.36398134 MI_loss: 22.019663 Detection error: 0.009848237037658691 time: 8:12:45.824295
- B/E: 42 / 207 , Gen_loss: -0.35614744 MI_loss: 21.524914 Detection error: 0.009853899478912354 time: 8:12:46.720709
- B/E: 43 / 207 , Gen_loss: -0.36089483 MI_loss: 21.811455 Detection error: 0.009850144386291504 time: 8:12:47.616342
- B/E: 44 / 207 , Gen_loss: -0.3546176 MI_loss: 21.597406 Detection error: 0.00987011194229126 time: 8:12:48.522249
- B/E: 45 / 207 , Gen_loss: -0.3564739 MI_loss: 21.554142 Detection error: 0.009871602058410645 time: 8:12:49.425241
- B/E: 46 / 207 , Gen_loss: -0.3637063 MI_loss: 22.048283 Detection error: 0.009888291358947754 time: 8:12:50.327467
- B/E: 47 / 207 , Gen_loss: -0.36703512 MI_loss: 22.14705 Detection error: 0.009888648986816406 time: 8:12:51.230863
- B/E: 48 / 207 , Gen_loss: -0.35029253 MI_loss: 21.246223 Detection error: 0.009895384311676025 time: 8:12:52.131858
- B/E: 49 / 207 , Gen_loss: -0.35990128 MI_loss: 21.67191 Detection error: 0.009901225566864014 time: 8:12:53.036482
- B/E: 50 / 207 , Gen_loss: -0.35774735 MI_loss: 21.663353 Detection error: 0.00990992784500122 time: 8:12:53.935120
- B/E: 51 / 207 , Gen_loss: -0.37002358 MI_loss: 22.51132 Detection error: 0.0099104642868042 time: 8:12:54.775565
- B/E: 52 / 207 , Gen_loss: -0.36470205 MI_loss: 22.021511 Detection error: 0.00992041826248169 time: 8:12:55.698754
- B/E: 53 / 207 , Gen_loss: -0.36996856 MI_loss: 22.345234 Detection error: 0.009942114353179932 time: 8:12:56.481900
- B/E: 54 / 207 , Gen_loss: -0.35965878 MI_loss: 21.778578 Detection error: 0.009942054748535156 time: 8:12:57.340311
- B/E: 55 / 207 , Gen_loss: -0.36130595 MI_loss: 21.961042 Detection error: 0.009921848773956299 time: 8:12:58.143558
- B/E: 56 / 207 , Gen_loss: -0.36227393 MI_loss: 21.963402 Detection error: 0.009901344776153564 time: 8:12:58.950665
- B/E: 57 / 207 , Gen_loss: -0.36959973 MI_loss: 22.37107 Detection error: 0.009899258613586426 time: 8:12:59.744734
- B/E: 58 / 207 , Gen_loss: -0.35825598 MI_loss: 21.72974 Detection error: 0.009895682334899902 time: 8:13:00.577663
- B/E: 59 / 207 , Gen_loss: -0.3557177 MI_loss: 21.566477 Detection error: 0.009914577007293701 time: 8:13:01.358934
- B/E: 60 / 207 , Gen_loss: -0.36119655 MI_loss: 21.710957 Detection error: 0.009902656078338623 time: 8:13:02.156501
- B/E: 61 / 207 , Gen_loss: -0.35528556 MI_loss: 21.607426 Detection error: 0.009907782077789307 time: 8:13:02.940191
- B/E: 62 / 207 , Gen_loss: -0.35691008 MI_loss: 21.794634 Detection error: 0.009912669658660889 time: 8:13:03.847049
- B/E: 63 / 207 , Gen_loss: -0.36312607 MI_loss: 21.858267 Detection error: 0.009907722473144531 time: 8:13:04.753665
- B/E: 64 / 207 , Gen_loss: -0.3677491 MI_loss: 22.387295 Detection error: 0.00990915298461914 time: 8:13:05.647451
- B/E: 65 / 207 , Gen_loss: -0.36093163 MI_loss: 21.915333 Detection error: 0.009917140007019043 time: 8:13:06.561701
- B/E: 66 / 207 , Gen_loss: -0.36598784 MI_loss: 22.095516 Detection error: 0.009906232357025146 time: 8:13:07.457599
- B/E: 67 / 207 , Gen_loss: -0.36842552 MI_loss: 22.244003 Detection error: 0.009898900985717773 time: 8:13:08.389186
- B/E: 68 / 207 , Gen_loss: -0.36144787 MI_loss: 21.790436 Detection error: 0.009912610054016113 time: 8:13:09.380981
- B/E: 69 / 207 , Gen_loss: -0.3581279 MI_loss: 21.730612 Detection error: 0.009920954704284668 time: 8:13:10.279612
- B/E: 70 / 207 , Gen_loss: -0.35828316 MI_loss: 21.741213 Detection error: 0.009912431240081787 time: 8:13:11.177291
- B/E: 71 / 207 , Gen_loss: -0.35623747 MI_loss: 21.647474 Detection error: 0.009909272193908691 time: 8:13:12.071346
- B/E: 72 / 207 , Gen_loss: -0.35967204 MI_loss: 21.801666 Detection error: 0.00990968942642212 time: 8:13:12.974442
- B/E: 73 / 207 , Gen_loss: -0.35907727 MI_loss: 21.849167 Detection error: 0.009905397891998291 time: 8:13:13.868989
- B/E: 74 / 207 , Gen_loss: -0.35554463 MI_loss: 21.710953 Detection error: 0.009907066822052002 time: 8:13:14.775488
- B/E: 75 / 207 , Gen_loss: -0.35743707 MI_loss: 21.658594 Detection error: 0.009901344776153564 time: 8:13:15.602549
- B/E: 76 / 207 , Gen_loss: -0.3610597 MI_loss: 21.827742 Detection error: 0.009902596473693848 time: 8:13:16.366145
- B/E: 77 / 207 , Gen_loss: -0.35917145 MI_loss: 21.69365 Detection error: 0.00989985466003418 time: 8:13:17.135664
- B/E: 78 / 207 , Gen_loss: -0.3580142 MI_loss: 21.631716 Detection error: 0.009896337985992432 time: 8:13:17.915185
- B/E: 79 / 207 , Gen_loss: -0.3583567 MI_loss: 21.611404 Detection error: 0.009905099868774414 time: 8:13:18.702270
- B/E: 80 / 207 , Gen_loss: -0.35562262 MI_loss: 21.61423 Detection error: 0.00991511344909668 time: 8:13:19.585569
- B/E: 81 / 207 , Gen_loss: -0.36018142 MI_loss: 21.7333 Detection error: 0.009905099868774414 time: 8:13:20.399979
- B/E: 82 / 207 , Gen_loss: -0.36424255 MI_loss: 22.006413 Detection error: 0.009908139705657959 time: 8:13:21.216900
- B/E: 83 / 207 , Gen_loss: -0.36333042 MI_loss: 22.085344 Detection error: 0.009905517101287842 time: 8:13:22.030050
- B/E: 84 / 207 , Gen_loss: -0.3549506 MI_loss: 21.60113 Detection error: 0.009905874729156494 time: 8:13:22.963044
- B/E: 85 / 207 , Gen_loss: -0.3603208 MI_loss: 21.73648 Detection error: 0.009879708290100098 time: 8:13:23.869617
- B/E: 86 / 207 , Gen_loss: -0.3612699 MI_loss: 21.88906 Detection error: 0.009883284568786621 time: 8:13:24.682396
- B/E: 87 / 207 , Gen_loss: -0.36693498 MI_loss: 22.223158 Detection error: 0.009865760803222656 time: 8:13:25.467838
- B/E: 88 / 207 , Gen_loss: -0.36474353 MI_loss: 22.07381 Detection error: 0.009858131408691406 time: 8:13:26.250801
- B/E: 89 / 207 , Gen_loss: -0.36648604 MI_loss: 22.265406 Detection error: 0.009866654872894287 time: 8:13:27.068011
- B/E: 90 / 207 , Gen_loss: -0.35645214 MI_loss: 21.561283 Detection error: 0.009866416454315186 time: 8:13:27.856879
- B/E: 91 / 207 , Gen_loss: -0.3624639 MI_loss: 22.03057 Detection error: 0.009870946407318115 time: 8:13:28.662190
- B/E: 92 / 207 , Gen_loss: -0.3520801 MI_loss: 21.2017 Detection error: 0.009858846664428711 time: 8:13:29.497139
- B/E: 93 / 207 , Gen_loss: -0.3572192 MI_loss: 21.915264 Detection error: 0.009859025478363037 time: 8:13:30.348573
- B/E: 94 / 207 , Gen_loss: -0.35727653 MI_loss: 21.769527 Detection error: 0.009872376918792725 time: 8:13:31.173713
- B/E: 95 / 207 , Gen_loss: -0.3521463 MI_loss: 21.621092 Detection error: 0.009874701499938965 time: 8:13:31.984122
- B/E: 96 / 207 , Gen_loss: -0.35180104 MI_loss: 21.234623 Detection error: 0.009874701499938965 time: 8:13:32.780398
- B/E: 97 / 207 , Gen_loss: -0.36008766 MI_loss: 21.755772 Detection error: 0.00986701250076294 time: 8:13:33.587180
- B/E: 98 / 207 , Gen_loss: -0.3540835 MI_loss: 21.373867 Detection error: 0.00985574722290039 time: 8:13:34.394386
- B/E: 99 / 207 , Gen_loss: -0.36029485 MI_loss: 21.651743 Detection error: 0.009856224060058594 time: 8:13:35.177268
- B/E: 100 / 207 , Gen_loss: -0.35544866 MI_loss: 21.53044 Detection error: 0.009853005409240723 time: 8:13:36.085005
- B/E: 101 / 207 , Gen_loss: -0.36018792 MI_loss: 21.83587 Detection error: 0.00985938310623169 time: 8:13:36.871846
- B/E: 102 / 207 , Gen_loss: -0.36194393 MI_loss: 21.969303 Detection error: 0.00985860824584961 time: 8:13:37.680076
- B/E: 103 / 207 , Gen_loss: -0.36407566 MI_loss: 22.155647 Detection error: 0.009852468967437744 time: 8:13:38.625952
- B/E: 104 / 207 , Gen_loss: -0.35974678 MI_loss: 21.772709 Detection error: 0.009857416152954102 time: 8:13:39.426342
- B/E: 105 / 207 , Gen_loss: -0.35526198 MI_loss: 21.488895 Detection error: 0.009856700897216797 time: 8:13:40.293464
- B/E: 106 / 207 , Gen_loss: -0.3607162 MI_loss: 21.70446 Detection error: 0.009853363037109375 time: 8:13:41.176574
- B/E: 107 / 207 , Gen_loss: -0.35733423 MI_loss: 21.815958 Detection error: 0.009859979152679443 time: 8:13:42.076551
- B/E: 108 / 207 , Gen_loss: -0.3631392 MI_loss: 21.886877 Detection error: 0.00986093282699585 time: 8:13:42.991327
- B/E: 109 / 207 , Gen_loss: -0.36356276 MI_loss: 22.029545 Detection error: 0.009860217571258545 time: 8:13:43.894785
- B/E: 110 / 207 , Gen_loss: -0.3504962 MI_loss: 21.22311 Detection error: 0.009853065013885498 time: 8:13:44.794827
- B/E: 111 / 207 , Gen_loss: -0.36575875 MI_loss: 22.127708 Detection error: 0.00985044240951538 time: 8:13:45.690386
- B/E: 112 / 207 , Gen_loss: -0.35901532 MI_loss: 21.672209 Detection error: 0.009851217269897461 time: 8:13:46.608621
- B/E: 113 / 207 , Gen_loss: -0.3542637 MI_loss: 21.529207 Detection error: 0.009854733943939209 time: 8:13:47.505721
- B/E: 114 / 207 , Gen_loss: -0.3599695 MI_loss: 21.931437 Detection error: 0.009858667850494385 time: 8:13:48.334138
- B/E: 115 / 207 , Gen_loss: -0.36252448 MI_loss: 21.992867 Detection error: 0.009854257106781006 time: 8:13:49.144987
- B/E: 116 / 207 , Gen_loss: -0.35991496 MI_loss: 21.7564 Detection error: 0.009852826595306396 time: 8:13:50.130476
- B/E: 117 / 207 , Gen_loss: -0.35649773 MI_loss: 21.6467 Detection error: 0.009853541851043701 time: 8:13:51.029592
- B/E: 118 / 207 , Gen_loss: -0.36575517 MI_loss: 22.12178 Detection error: 0.009841620922088623 time: 8:13:51.929203
- B/E: 119 / 207 , Gen_loss: -0.35829225 MI_loss: 21.736866 Detection error: 0.00984114408493042 time: 8:13:52.833819
- B/E: 120 / 207 , Gen_loss: -0.3583253 MI_loss: 21.751905 Detection error: 0.009837806224822998 time: 8:13:53.724434
- B/E: 121 / 207 , Gen_loss: -0.3521058 MI_loss: 21.501793 Detection error: 0.009842455387115479 time: 8:13:54.613915
- B/E: 122 / 207 , Gen_loss: -0.35691303 MI_loss: 21.486135 Detection error: 0.009837150573730469 time: 8:13:55.505427
- B/E: 123 / 207 , Gen_loss: -0.3540176 MI_loss: 21.416746 Detection error: 0.009830653667449951 time: 8:13:56.391240
- B/E: 124 / 207 , Gen_loss: -0.3548369 MI_loss: 21.618923 Detection error: 0.009829521179199219 time: 8:13:57.278394
- B/E: 125 / 207 , Gen_loss: -0.35006717 MI_loss: 21.36876 Detection error: 0.009830832481384277 time: 8:13:58.173398
- B/E: 126 / 207 , Gen_loss: -0.36316994 MI_loss: 22.034739 Detection error: 0.009837329387664795 time: 8:13:59.065725
- B/E: 127 / 207 , Gen_loss: -0.35736898 MI_loss: 21.770287 Detection error: 0.009835958480834961 time: 8:13:59.950293
- B/E: 128 / 207 , Gen_loss: -0.3638846 MI_loss: 22.035027 Detection error: 0.009843289852142334 time: 8:14:00.838524
- B/E: 129 / 207 , Gen_loss: -0.3662703 MI_loss: 22.311504 Detection error: 0.009847104549407959 time: 8:14:01.736469
- B/E: 130 / 207 , Gen_loss: -0.35373142 MI_loss: 21.426853 Detection error: 0.009853065013885498 time: 8:14:02.631081
- B/E: 131 / 207 , Gen_loss: -0.36489198 MI_loss: 22.221212 Detection error: 0.009858429431915283 time: 8:14:03.515653
- B/E: 132 / 207 , Gen_loss: -0.3703145 MI_loss: 22.386887 Detection error: 0.009856700897216797 time: 8:14:04.487737
- B/E: 133 / 207 , Gen_loss: -0.36152962 MI_loss: 21.885408 Detection error: 0.009860992431640625 time: 8:14:05.323666
- B/E: 134 / 207 , Gen_loss: -0.36899245 MI_loss: 22.436337 Detection error: 0.009868264198303223 time: 8:14:06.109392
- B/E: 135 / 207 , Gen_loss: -0.36463898 MI_loss: 22.00513 Detection error: 0.009869694709777832 time: 8:14:06.903289
- B/E: 136 / 207 , Gen_loss: -0.36667493 MI_loss: 22.153173 Detection error: 0.009873151779174805 time: 8:14:07.694833
- B/E: 137 / 207 , Gen_loss: -0.35776582 MI_loss: 21.454378 Detection error: 0.009871602058410645 time: 8:14:08.470944
- B/E: 138 / 207 , Gen_loss: -0.3658526 MI_loss: 22.358204 Detection error: 0.009878814220428467 time: 8:14:09.314644
- B/E: 139 / 207 , Gen_loss: -0.35377178 MI_loss: 21.38121 Detection error: 0.009883284568786621 time: 8:14:10.170658
- B/E: 140 / 207 , Gen_loss: -0.35999495 MI_loss: 21.832296 Detection error: 0.009882509708404541 time: 8:14:10.955599
- B/E: 141 / 207 , Gen_loss: -0.36746624 MI_loss: 22.228088 Detection error: 0.009881794452667236 time: 8:14:11.873903
- B/E: 142 / 207 , Gen_loss: -0.35410073 MI_loss: 21.415503 Detection error: 0.009883522987365723 time: 8:14:12.756996
- B/E: 143 / 207 , Gen_loss: -0.35868937 MI_loss: 21.668516 Detection error: 0.009878933429718018 time: 8:14:13.644714
- B/E: 144 / 207 , Gen_loss: -0.35784134 MI_loss: 21.791817 Detection error: 0.009892880916595459 time: 8:14:14.531883
- B/E: 145 / 207 , Gen_loss: -0.363659 MI_loss: 21.963594 Detection error: 0.009895145893096924 time: 8:14:15.419454
- B/E: 146 / 207 , Gen_loss: -0.3645292 MI_loss: 22.128098 Detection error: 0.009899020195007324 time: 8:14:16.309375
- B/E: 147 / 207 , Gen_loss: -0.361257 MI_loss: 21.849949 Detection error: 0.009899675846099854 time: 8:14:17.197563
- B/E: 148 / 207 , Gen_loss: -0.3658465 MI_loss: 22.13948 Detection error: 0.009900808334350586 time: 8:14:18.168997
- B/E: 149 / 207 , Gen_loss: -0.3610626 MI_loss: 22.026627 Detection error: 0.00990915298461914 time: 8:14:19.053843
-
- Test Loss: 10.261998 Test Error: 0.010691642761230469
- -----
- EPOCH: 208
- B/E: 0 / 208 , Gen_loss: -0.37003306 MI_loss: 22.396244 Detection error: 0.010718762874603271 time: 8:14:21.023005
- B/E: 1 / 208 , Gen_loss: -0.34656474 MI_loss: 20.889866 Detection error: 0.010187506675720215 time: 8:14:51.088983
- B/E: 2 / 208 , Gen_loss: -0.3635925 MI_loss: 22.02472 Detection error: 0.009739577770233154 time: 8:14:52.000170
- B/E: 3 / 208 , Gen_loss: -0.35311794 MI_loss: 21.37581 Detection error: 0.009757816791534424 time: 8:14:52.886005
- B/E: 4 / 208 , Gen_loss: -0.363366 MI_loss: 21.978317 Detection error: 0.009831249713897705 time: 8:14:53.773523
- B/E: 5 / 208 , Gen_loss: -0.36082217 MI_loss: 22.108053 Detection error: 0.009786486625671387 time: 8:14:54.661624
- B/E: 6 / 208 , Gen_loss: -0.3582048 MI_loss: 21.803854 Detection error: 0.009857118129730225 time: 8:14:55.549752
- B/E: 7 / 208 , Gen_loss: -0.35257968 MI_loss: 21.254961 Detection error: 0.009914040565490723 time: 8:14:56.436257
- B/E: 8 / 208 , Gen_loss: -0.359143 MI_loss: 21.70287 Detection error: 0.009857654571533203 time: 8:14:57.339236
- B/E: 9 / 208 , Gen_loss: -0.35549527 MI_loss: 21.431774 Detection error: 0.009821891784667969 time: 8:14:58.227448
- B/E: 10 / 208 , Gen_loss: -0.36312827 MI_loss: 22.082813 Detection error: 0.00987786054611206 time: 8:14:59.211520
- B/E: 11 / 208 , Gen_loss: -0.35977915 MI_loss: 21.867958 Detection error: 0.009874999523162842 time: 8:15:00.122515
- B/E: 12 / 208 , Gen_loss: -0.3569735 MI_loss: 21.565542 Detection error: 0.009951949119567871 time: 8:15:01.010417
- B/E: 13 / 208 , Gen_loss: -0.35536504 MI_loss: 21.471287 Detection error: 0.009933054447174072 time: 8:15:01.904864
- B/E: 14 / 208 , Gen_loss: -0.3617939 MI_loss: 21.861746 Detection error: 0.009925007820129395 time: 8:15:02.815755
- B/E: 15 / 208 , Gen_loss: -0.37161833 MI_loss: 22.59017 Detection error: 0.00989454984664917 time: 8:15:03.702636
- B/E: 16 / 208 , Gen_loss: -0.35751456 MI_loss: 21.485132 Detection error: 0.009893357753753662 time: 8:15:04.540797
- B/E: 17 / 208 , Gen_loss: -0.35843438 MI_loss: 21.748709 Detection error: 0.009888887405395508 time: 8:15:05.437194
- B/E: 18 / 208 , Gen_loss: -0.3630395 MI_loss: 22.069561 Detection error: 0.009843766689300537 time: 8:15:06.322239
- B/E: 19 / 208 , Gen_loss: -0.36563566 MI_loss: 22.24689 Detection error: 0.009829699993133545 time: 8:15:07.202143
- B/E: 20 / 208 , Gen_loss: -0.35988653 MI_loss: 21.939754 Detection error: 0.009877979755401611 time: 8:15:08.091164
- B/E: 21 / 208 , Gen_loss: -0.35704967 MI_loss: 21.616291 Detection error: 0.009887754917144775 time: 8:15:08.975705
- B/E: 22 / 208 , Gen_loss: -0.35981724 MI_loss: 21.823238 Detection error: 0.00984102487564087 time: 8:15:09.856057
- B/E: 23 / 208 , Gen_loss: -0.36519623 MI_loss: 22.043188 Detection error: 0.009854137897491455 time: 8:15:10.733485
- B/E: 24 / 208 , Gen_loss: -0.35844213 MI_loss: 21.713766 Detection error: 0.009871244430541992 time: 8:15:11.615555
- B/E: 25 / 208 , Gen_loss: -0.35030252 MI_loss: 21.196726 Detection error: 0.009868979454040527 time: 8:15:12.592844
- B/E: 26 / 208 , Gen_loss: -0.3445403 MI_loss: 21.008863 Detection error: 0.009925901889801025 time: 8:15:13.397666
- B/E: 27 / 208 , Gen_loss: -0.35874155 MI_loss: 21.779999 Detection error: 0.00994640588760376 time: 8:15:14.268801
- B/E: 28 / 208 , Gen_loss: -0.35147476 MI_loss: 21.16576 Detection error: 0.009940743446350098 time: 8:15:15.155984
- B/E: 29 / 208 , Gen_loss: -0.3612702 MI_loss: 21.992176 Detection error: 0.0099562406539917 time: 8:15:16.039054
- B/E: 30 / 208 , Gen_loss: -0.3567615 MI_loss: 21.479359 Detection error: 0.009931445121765137 time: 8:15:16.920201
- B/E: 31 / 208 , Gen_loss: -0.36211395 MI_loss: 22.01662 Detection error: 0.009907245635986328 time: 8:15:17.811168
- B/E: 32 / 208 , Gen_loss: -0.35425228 MI_loss: 21.478281 Detection error: 0.009908139705657959 time: 8:15:18.701501
- B/E: 33 / 208 , Gen_loss: -0.35912928 MI_loss: 21.629078 Detection error: 0.009882330894470215 time: 8:15:19.582502
- B/E: 34 / 208 , Gen_loss: -0.36558175 MI_loss: 22.211578 Detection error: 0.009891986846923828 time: 8:15:20.465179
- B/E: 35 / 208 , Gen_loss: -0.3572244 MI_loss: 21.533924 Detection error: 0.009869813919067383 time: 8:15:21.354126
- B/E: 36 / 208 , Gen_loss: -0.3683313 MI_loss: 22.333637 Detection error: 0.009868264198303223 time: 8:15:22.240498
- B/E: 37 / 208 , Gen_loss: -0.35807836 MI_loss: 21.77723 Detection error: 0.009866774082183838 time: 8:15:23.122986
- B/E: 38 / 208 , Gen_loss: -0.36191824 MI_loss: 21.99284 Detection error: 0.009886205196380615 time: 8:15:24.009349
- B/E: 39 / 208 , Gen_loss: -0.36418423 MI_loss: 22.07978 Detection error: 0.009882807731628418 time: 8:15:24.897032
- B/E: 40 / 208 , Gen_loss: -0.3627991 MI_loss: 21.969263 Detection error: 0.009876549243927002 time: 8:15:25.732782
- B/E: 41 / 208 , Gen_loss: -0.35654244 MI_loss: 21.565487 Detection error: 0.009869039058685303 time: 8:15:26.643357
- B/E: 42 / 208 , Gen_loss: -0.3686742 MI_loss: 22.24947 Detection error: 0.009859025478363037 time: 8:15:27.540342
- B/E: 43 / 208 , Gen_loss: -0.35607043 MI_loss: 21.512419 Detection error: 0.009865760803222656 time: 8:15:28.425590
- B/E: 44 / 208 , Gen_loss: -0.3625116 MI_loss: 21.971687 Detection error: 0.009873628616333008 time: 8:15:29.307493
- B/E: 45 / 208 , Gen_loss: -0.3572362 MI_loss: 21.553026 Detection error: 0.009881794452667236 time: 8:15:30.189381
- B/E: 46 / 208 , Gen_loss: -0.35712332 MI_loss: 21.55725 Detection error: 0.009898960590362549 time: 8:15:31.075105
- B/E: 47 / 208 , Gen_loss: -0.3574331 MI_loss: 21.629814 Detection error: 0.009897112846374512 time: 8:15:31.959850
- B/E: 48 / 208 , Gen_loss: -0.35413817 MI_loss: 21.527866 Detection error: 0.00991201400756836 time: 8:15:32.848747
- B/E: 49 / 208 , Gen_loss: -0.35315302 MI_loss: 21.472305 Detection error: 0.009920597076416016 time: 8:15:33.730666
- B/E: 50 / 208 , Gen_loss: -0.36600095 MI_loss: 22.07568 Detection error: 0.009923398494720459 time: 8:15:34.615989
- B/E: 51 / 208 , Gen_loss: -0.35281122 MI_loss: 21.444471 Detection error: 0.009926080703735352 time: 8:15:35.425741
- B/E: 52 / 208 , Gen_loss: -0.36375093 MI_loss: 22.055222 Detection error: 0.009929835796356201 time: 8:15:36.298339
- B/E: 53 / 208 , Gen_loss: -0.36983448 MI_loss: 22.474308 Detection error: 0.0099409818649292 time: 8:15:37.180545
- B/E: 54 / 208 , Gen_loss: -0.35445428 MI_loss: 21.615664 Detection error: 0.009942054748535156 time: 8:15:38.070421
- B/E: 55 / 208 , Gen_loss: -0.3608415 MI_loss: 21.763182 Detection error: 0.009924650192260742 time: 8:15:38.974668
- B/E: 56 / 208 , Gen_loss: -0.36573285 MI_loss: 22.312849 Detection error: 0.009913921356201172 time: 8:15:39.862493
- B/E: 57 / 208 , Gen_loss: -0.36180907 MI_loss: 21.977987 Detection error: 0.00990515947341919 time: 8:15:40.846233
- B/E: 58 / 208 , Gen_loss: -0.35871923 MI_loss: 21.791748 Detection error: 0.009898841381072998 time: 8:15:41.753348
- B/E: 59 / 208 , Gen_loss: -0.3513881 MI_loss: 21.387089 Detection error: 0.009921848773956299 time: 8:15:42.641286
- B/E: 60 / 208 , Gen_loss: -0.35713392 MI_loss: 21.674185 Detection error: 0.009917497634887695 time: 8:15:43.523167
- B/E: 61 / 208 , Gen_loss: -0.35944423 MI_loss: 21.899143 Detection error: 0.00991833209991455 time: 8:15:44.408745
- B/E: 62 / 208 , Gen_loss: -0.36308986 MI_loss: 22.001432 Detection error: 0.009929060935974121 time: 8:15:45.299054
- B/E: 63 / 208 , Gen_loss: -0.35473645 MI_loss: 21.570496 Detection error: 0.009921848773956299 time: 8:15:46.177381
- B/E: 64 / 208 , Gen_loss: -0.353548 MI_loss: 21.328503 Detection error: 0.00991731882095337 time: 8:15:47.057140
- B/E: 65 / 208 , Gen_loss: -0.35753372 MI_loss: 21.518175 Detection error: 0.009920477867126465 time: 8:15:47.940539
- B/E: 66 / 208 , Gen_loss: -0.36949894 MI_loss: 22.392431 Detection error: 0.009923040866851807 time: 8:15:48.826630
- B/E: 67 / 208 , Gen_loss: -0.37386546 MI_loss: 22.598663 Detection error: 0.009912252426147461 time: 8:15:49.705472
- B/E: 68 / 208 , Gen_loss: -0.34882712 MI_loss: 21.179756 Detection error: 0.009914398193359375 time: 8:15:50.589771
- B/E: 69 / 208 , Gen_loss: -0.35446507 MI_loss: 21.50063 Detection error: 0.00991964340209961 time: 8:15:51.477898
- B/E: 70 / 208 , Gen_loss: -0.3598705 MI_loss: 21.902077 Detection error: 0.00992739200592041 time: 8:15:52.361132
- B/E: 71 / 208 , Gen_loss: -0.35120544 MI_loss: 21.323427 Detection error: 0.009924054145812988 time: 8:15:53.245407
- B/E: 72 / 208 , Gen_loss: -0.35414723 MI_loss: 21.369606 Detection error: 0.009915649890899658 time: 8:15:54.134423
- B/E: 73 / 208 , Gen_loss: -0.36510068 MI_loss: 22.084454 Detection error: 0.00991511344909668 time: 8:15:55.115963
- B/E: 74 / 208 , Gen_loss: -0.37508622 MI_loss: 22.829226 Detection error: 0.009919583797454834 time: 8:15:56.003306
- B/E: 75 / 208 , Gen_loss: -0.36549816 MI_loss: 22.05178 Detection error: 0.00990748405456543 time: 8:15:56.883902
- B/E: 76 / 208 , Gen_loss: -0.3559666 MI_loss: 21.745785 Detection error: 0.009909510612487793 time: 8:15:57.778063
- B/E: 77 / 208 , Gen_loss: -0.36465457 MI_loss: 22.159346 Detection error: 0.00990825891494751 time: 8:15:58.662664
- B/E: 78 / 208 , Gen_loss: -0.3630019 MI_loss: 21.928234 Detection error: 0.009908199310302734 time: 8:15:59.548485
- B/E: 79 / 208 , Gen_loss: -0.35425115 MI_loss: 21.480368 Detection error: 0.00991600751876831 time: 8:16:00.433098
- B/E: 80 / 208 , Gen_loss: -0.35094956 MI_loss: 21.403965 Detection error: 0.009922444820404053 time: 8:16:01.318608
- B/E: 81 / 208 , Gen_loss: -0.35449776 MI_loss: 21.661736 Detection error: 0.009914636611938477 time: 8:16:02.200426
- B/E: 82 / 208 , Gen_loss: -0.35224357 MI_loss: 21.27754 Detection error: 0.009914159774780273 time: 8:16:03.092405
- B/E: 83 / 208 , Gen_loss: -0.35852692 MI_loss: 21.783201 Detection error: 0.009915173053741455 time: 8:16:03.977736
- B/E: 84 / 208 , Gen_loss: -0.34859744 MI_loss: 21.093021 Detection error: 0.009909212589263916 time: 8:16:04.832311
- B/E: 85 / 208 , Gen_loss: -0.36220747 MI_loss: 21.920683 Detection error: 0.00988990068435669 time: 8:16:05.673273
- B/E: 86 / 208 , Gen_loss: -0.36226335 MI_loss: 22.05828 Detection error: 0.009889006614685059 time: 8:16:06.572292
- B/E: 87 / 208 , Gen_loss: -0.36335772 MI_loss: 22.111046 Detection error: 0.009876430034637451 time: 8:16:07.454869
- B/E: 88 / 208 , Gen_loss: -0.35842773 MI_loss: 21.828152 Detection error: 0.009865522384643555 time: 8:16:08.339560
- B/E: 89 / 208 , Gen_loss: -0.363491 MI_loss: 22.16511 Detection error: 0.009876370429992676 time: 8:16:09.307042
- B/E: 90 / 208 , Gen_loss: -0.35827217 MI_loss: 21.696033 Detection error: 0.00987708568572998 time: 8:16:10.187180
- B/E: 91 / 208 , Gen_loss: -0.36396986 MI_loss: 22.003725 Detection error: 0.009881794452667236 time: 8:16:11.070412
- B/E: 92 / 208 , Gen_loss: -0.35446513 MI_loss: 21.519707 Detection error: 0.009871304035186768 time: 8:16:11.958648
- B/E: 93 / 208 , Gen_loss: -0.3633045 MI_loss: 21.99843 Detection error: 0.00986933708190918 time: 8:16:12.856838
- B/E: 94 / 208 , Gen_loss: -0.3648365 MI_loss: 22.215397 Detection error: 0.0098799467086792 time: 8:16:13.736495
- B/E: 95 / 208 , Gen_loss: -0.36166897 MI_loss: 21.996967 Detection error: 0.0098876953125 time: 8:16:14.537370
- B/E: 96 / 208 , Gen_loss: -0.36042628 MI_loss: 21.844522 Detection error: 0.009888529777526855 time: 8:16:15.419888
- B/E: 97 / 208 , Gen_loss: -0.37068337 MI_loss: 22.421347 Detection error: 0.00987917184829712 time: 8:16:16.298888
- B/E: 98 / 208 , Gen_loss: -0.3525973 MI_loss: 21.425129 Detection error: 0.00987154245376587 time: 8:16:17.184069
- B/E: 99 / 208 , Gen_loss: -0.3561612 MI_loss: 21.53328 Detection error: 0.009869694709777832 time: 8:16:18.084662
- B/E: 100 / 208 , Gen_loss: -0.3549594 MI_loss: 21.450962 Detection error: 0.00986945629119873 time: 8:16:18.970647
- B/E: 101 / 208 , Gen_loss: -0.3552422 MI_loss: 21.582256 Detection error: 0.009876251220703125 time: 8:16:19.849536
- B/E: 102 / 208 , Gen_loss: -0.35938638 MI_loss: 21.785973 Detection error: 0.009869813919067383 time: 8:16:20.732987
- B/E: 103 / 208 , Gen_loss: -0.3630509 MI_loss: 21.960705 Detection error: 0.00986868143081665 time: 8:16:21.640590
- B/E: 104 / 208 , Gen_loss: -0.35116404 MI_loss: 21.28245 Detection error: 0.009872615337371826 time: 8:16:22.523419
- B/E: 105 / 208 , Gen_loss: -0.36012703 MI_loss: 21.846918 Detection error: 0.009867608547210693 time: 8:16:23.501997
- B/E: 106 / 208 , Gen_loss: -0.34736115 MI_loss: 20.97216 Detection error: 0.009867966175079346 time: 8:16:24.390725
- B/E: 107 / 208 , Gen_loss: -0.363114 MI_loss: 22.06545 Detection error: 0.009869515895843506 time: 8:16:25.245575
- B/E: 108 / 208 , Gen_loss: -0.35831046 MI_loss: 21.752941 Detection error: 0.009874701499938965 time: 8:16:26.145014
- B/E: 109 / 208 , Gen_loss: -0.36410102 MI_loss: 21.958277 Detection error: 0.009869873523712158 time: 8:16:27.024645
- B/E: 110 / 208 , Gen_loss: -0.361549 MI_loss: 21.803368 Detection error: 0.009861469268798828 time: 8:16:27.931502
- B/E: 111 / 208 , Gen_loss: -0.36135396 MI_loss: 21.929855 Detection error: 0.009861886501312256 time: 8:16:28.813351
- B/E: 112 / 208 , Gen_loss: -0.36584073 MI_loss: 22.115944 Detection error: 0.009862005710601807 time: 8:16:29.695608
- B/E: 113 / 208 , Gen_loss: -0.35033226 MI_loss: 21.325806 Detection error: 0.00986623764038086 time: 8:16:30.584143
- B/E: 114 / 208 , Gen_loss: -0.3588984 MI_loss: 21.843836 Detection error: 0.009866058826446533 time: 8:16:31.470948
- B/E: 115 / 208 , Gen_loss: -0.35334918 MI_loss: 21.121773 Detection error: 0.00986182689666748 time: 8:16:32.353215
- B/E: 116 / 208 , Gen_loss: -0.361244 MI_loss: 21.909088 Detection error: 0.009861648082733154 time: 8:16:33.240230
- B/E: 117 / 208 , Gen_loss: -0.3600349 MI_loss: 21.951517 Detection error: 0.009863615036010742 time: 8:16:34.133122
- B/E: 118 / 208 , Gen_loss: -0.35764575 MI_loss: 21.556534 Detection error: 0.009860813617706299 time: 8:16:35.020739
- B/E: 119 / 208 , Gen_loss: -0.35649458 MI_loss: 21.631653 Detection error: 0.00985807180404663 time: 8:16:35.903382
- B/E: 120 / 208 , Gen_loss: -0.35637796 MI_loss: 21.488747 Detection error: 0.009858965873718262 time: 8:16:36.797776
- B/E: 121 / 208 , Gen_loss: -0.3525657 MI_loss: 21.346657 Detection error: 0.009863495826721191 time: 8:16:37.762827
- B/E: 122 / 208 , Gen_loss: -0.366946 MI_loss: 22.236769 Detection error: 0.009855449199676514 time: 8:16:38.666633
- B/E: 123 / 208 , Gen_loss: -0.3588777 MI_loss: 21.806444 Detection error: 0.00984954833984375 time: 8:16:39.551495
- B/E: 124 / 208 , Gen_loss: -0.35270068 MI_loss: 21.436583 Detection error: 0.009848475456237793 time: 8:16:40.436293
- B/E: 125 / 208 , Gen_loss: -0.37677744 MI_loss: 22.768757 Detection error: 0.009852170944213867 time: 8:16:41.322398
- B/E: 126 / 208 , Gen_loss: -0.3609159 MI_loss: 21.941753 Detection error: 0.009856045246124268 time: 8:16:42.210938
- B/E: 127 / 208 , Gen_loss: -0.34821296 MI_loss: 21.21347 Detection error: 0.009855687618255615 time: 8:16:43.096079
- B/E: 128 / 208 , Gen_loss: -0.3544892 MI_loss: 21.575705 Detection error: 0.00986093282699585 time: 8:16:43.983957
- B/E: 129 / 208 , Gen_loss: -0.3665812 MI_loss: 22.175898 Detection error: 0.009866595268249512 time: 8:16:44.873995
- B/E: 130 / 208 , Gen_loss: -0.3546209 MI_loss: 21.524145 Detection error: 0.00987476110458374 time: 8:16:45.847249
- B/E: 131 / 208 , Gen_loss: -0.37172368 MI_loss: 22.501366 Detection error: 0.009877383708953857 time: 8:16:46.651999
- B/E: 132 / 208 , Gen_loss: -0.3638416 MI_loss: 21.973646 Detection error: 0.009873807430267334 time: 8:16:47.478476
- B/E: 133 / 208 , Gen_loss: -0.36588624 MI_loss: 22.407595 Detection error: 0.009876847267150879 time: 8:16:48.363158
- B/E: 134 / 208 , Gen_loss: -0.36736625 MI_loss: 22.404284 Detection error: 0.009882628917694092 time: 8:16:49.241845
- B/E: 135 / 208 , Gen_loss: -0.36288682 MI_loss: 21.885548 Detection error: 0.009884655475616455 time: 8:16:50.124699
- B/E: 136 / 208 , Gen_loss: -0.3641274 MI_loss: 22.015598 Detection error: 0.009886384010314941 time: 8:16:51.008239
- B/E: 137 / 208 , Gen_loss: -0.35629964 MI_loss: 21.615711 Detection error: 0.009889483451843262 time: 8:16:51.980527
- B/E: 138 / 208 , Gen_loss: -0.35175 MI_loss: 21.274622 Detection error: 0.009890496730804443 time: 8:16:52.864797
- B/E: 139 / 208 , Gen_loss: -0.35786864 MI_loss: 21.657518 Detection error: 0.009898662567138672 time: 8:16:53.749510
- B/E: 140 / 208 , Gen_loss: -0.3359433 MI_loss: 20.214598 Detection error: 0.009897828102111816 time: 8:16:54.648502
- B/E: 141 / 208 , Gen_loss: -0.35958347 MI_loss: 21.74146 Detection error: 0.0098954439163208 time: 8:16:55.532818
- B/E: 142 / 208 , Gen_loss: -0.35864177 MI_loss: 21.728848 Detection error: 0.009894013404846191 time: 8:16:56.414682
- B/E: 143 / 208 , Gen_loss: -0.3607873 MI_loss: 21.930754 Detection error: 0.009893655776977539 time: 8:16:57.314287
- B/E: 144 / 208 , Gen_loss: -0.36019218 MI_loss: 21.758684 Detection error: 0.009901285171508789 time: 8:16:58.203331
- B/E: 145 / 208 , Gen_loss: -0.35129368 MI_loss: 21.412245 Detection error: 0.009907126426696777 time: 8:16:59.089096
- B/E: 146 / 208 , Gen_loss: -0.3520718 MI_loss: 21.390182 Detection error: 0.00991201400756836 time: 8:16:59.969537
- B/E: 147 / 208 , Gen_loss: -0.35737458 MI_loss: 21.498848 Detection error: 0.009908795356750488 time: 8:17:00.875876
- B/E: 148 / 208 , Gen_loss: -0.35683703 MI_loss: 21.670311 Detection error: 0.00991445779800415 time: 8:17:01.761894
- B/E: 149 / 208 , Gen_loss: -0.35802376 MI_loss: 21.772882 Detection error: 0.009921014308929443 time: 8:17:02.644511
-
- Test Loss: 10.256683 Test Error: 0.010716676712036133
- -----
- EPOCH: 209
- B/E: 0 / 209 , Gen_loss: -0.35982943 MI_loss: 21.809372 Detection error: 0.010593771934509277 time: 8:17:04.604134
- B/E: 1 / 209 , Gen_loss: -0.35877648 MI_loss: 21.626032 Detection error: 0.009890615940093994 time: 8:17:34.879575
- B/E: 2 / 209 , Gen_loss: -0.35638312 MI_loss: 21.584162 Detection error: 0.009697914123535156 time: 8:17:35.911228
- B/E: 3 / 209 , Gen_loss: -0.35988042 MI_loss: 22.003258 Detection error: 0.009570300579071045 time: 8:17:36.805032
- B/E: 4 / 209 , Gen_loss: -0.3637625 MI_loss: 22.025526 Detection error: 0.009681224822998047 time: 8:17:37.709157
- B/E: 5 / 209 , Gen_loss: -0.36109513 MI_loss: 22.086536 Detection error: 0.009697914123535156 time: 8:17:38.593021
- B/E: 6 / 209 , Gen_loss: -0.3460439 MI_loss: 20.930199 Detection error: 0.009816944599151611 time: 8:17:39.483187
- B/E: 7 / 209 , Gen_loss: -0.36689132 MI_loss: 22.18165 Detection error: 0.009867191314697266 time: 8:17:40.370701
- B/E: 8 / 209 , Gen_loss: -0.35890913 MI_loss: 21.939013 Detection error: 0.009836792945861816 time: 8:17:41.259544
- B/E: 9 / 209 , Gen_loss: -0.35974675 MI_loss: 21.889032 Detection error: 0.009806275367736816 time: 8:17:42.145859
- B/E: 10 / 209 , Gen_loss: -0.35731766 MI_loss: 21.75604 Detection error: 0.009792625904083252 time: 8:17:43.035168
- B/E: 11 / 209 , Gen_loss: -0.3540205 MI_loss: 21.383745 Detection error: 0.009825527667999268 time: 8:17:43.928652
- B/E: 12 / 209 , Gen_loss: -0.36149964 MI_loss: 21.967182 Detection error: 0.009930312633514404 time: 8:17:44.815050
- B/E: 13 / 209 , Gen_loss: -0.35900092 MI_loss: 21.82128 Detection error: 0.009890615940093994 time: 8:17:45.725937
- B/E: 14 / 209 , Gen_loss: -0.36244342 MI_loss: 21.888233 Detection error: 0.009883344173431396 time: 8:17:46.611344
- B/E: 15 / 209 , Gen_loss: -0.36542925 MI_loss: 22.161354 Detection error: 0.00988084077835083 time: 8:17:47.498119
- B/E: 16 / 209 , Gen_loss: -0.36570293 MI_loss: 22.196194 Detection error: 0.00986945629119873 time: 8:17:48.379769
- B/E: 17 / 209 , Gen_loss: -0.3575928 MI_loss: 21.678442 Detection error: 0.009854137897491455 time: 8:17:49.268396
- B/E: 18 / 209 , Gen_loss: -0.35243565 MI_loss: 21.410923 Detection error: 0.009814143180847168 time: 8:17:50.249849
- B/E: 19 / 209 , Gen_loss: -0.34849247 MI_loss: 21.24183 Detection error: 0.00980466604232788 time: 8:17:51.135404
- B/E: 20 / 209 , Gen_loss: -0.36710292 MI_loss: 22.196156 Detection error: 0.009839296340942383 time: 8:17:52.017814
- B/E: 21 / 209 , Gen_loss: -0.35065576 MI_loss: 21.186073 Detection error: 0.009843766689300537 time: 8:17:52.910816
- B/E: 22 / 209 , Gen_loss: -0.36185116 MI_loss: 21.751276 Detection error: 0.009828805923461914 time: 8:17:53.798228
- B/E: 23 / 209 , Gen_loss: -0.36448407 MI_loss: 22.111391 Detection error: 0.009799480438232422 time: 8:17:54.685123
- B/E: 24 / 209 , Gen_loss: -0.35953614 MI_loss: 21.746305 Detection error: 0.009828746318817139 time: 8:17:55.568176
- B/E: 25 / 209 , Gen_loss: -0.34656066 MI_loss: 21.037828 Detection error: 0.0098305344581604 time: 8:17:56.455199
- B/E: 26 / 209 , Gen_loss: -0.35679564 MI_loss: 21.807701 Detection error: 0.009896993637084961 time: 8:17:57.341848
- B/E: 27 / 209 , Gen_loss: -0.36111498 MI_loss: 21.992506 Detection error: 0.009895086288452148 time: 8:17:58.224945
- B/E: 28 / 209 , Gen_loss: -0.3601362 MI_loss: 21.910725 Detection error: 0.00992351770401001 time: 8:17:59.054883
- B/E: 29 / 209 , Gen_loss: -0.3774671 MI_loss: 22.930267 Detection error: 0.00993126630783081 time: 8:17:59.879564
- B/E: 30 / 209 , Gen_loss: -0.35988727 MI_loss: 21.751595 Detection error: 0.009904205799102783 time: 8:18:00.685181
- B/E: 31 / 209 , Gen_loss: -0.36295182 MI_loss: 22.001335 Detection error: 0.009884774684906006 time: 8:18:01.571138
- B/E: 32 / 209 , Gen_loss: -0.35823002 MI_loss: 21.677412 Detection error: 0.00989300012588501 time: 8:18:02.470737
- B/E: 33 / 209 , Gen_loss: -0.35794133 MI_loss: 21.738636 Detection error: 0.00985938310623169 time: 8:18:03.363880
- B/E: 34 / 209 , Gen_loss: -0.34624806 MI_loss: 21.231073 Detection error: 0.009866058826446533 time: 8:18:04.257707
- B/E: 35 / 209 , Gen_loss: -0.36177573 MI_loss: 21.93978 Detection error: 0.009848952293395996 time: 8:18:05.151293
- B/E: 36 / 209 , Gen_loss: -0.36195576 MI_loss: 21.81303 Detection error: 0.009863197803497314 time: 8:18:06.038272
- B/E: 37 / 209 , Gen_loss: -0.36784324 MI_loss: 22.18496 Detection error: 0.009848713874816895 time: 8:18:06.919337
- B/E: 38 / 209 , Gen_loss: -0.35299233 MI_loss: 21.41448 Detection error: 0.009864568710327148 time: 8:18:07.806401
- B/E: 39 / 209 , Gen_loss: -0.3492077 MI_loss: 21.05759 Detection error: 0.00985938310623169 time: 8:18:08.694600
- B/E: 40 / 209 , Gen_loss: -0.34654877 MI_loss: 20.982176 Detection error: 0.009850621223449707 time: 8:18:09.574823
- B/E: 41 / 209 , Gen_loss: -0.34845665 MI_loss: 21.055595 Detection error: 0.009848952293395996 time: 8:18:10.460242
- B/E: 42 / 209 , Gen_loss: -0.36273026 MI_loss: 21.889128 Detection error: 0.009843766689300537 time: 8:18:11.363069
- B/E: 43 / 209 , Gen_loss: -0.35716552 MI_loss: 21.603153 Detection error: 0.00984799861907959 time: 8:18:12.246249
- B/E: 44 / 209 , Gen_loss: -0.35068616 MI_loss: 21.324762 Detection error: 0.009861111640930176 time: 8:18:13.126014
- B/E: 45 / 209 , Gen_loss: -0.36653158 MI_loss: 22.255428 Detection error: 0.009871602058410645 time: 8:18:14.032767
- B/E: 46 / 209 , Gen_loss: -0.35276005 MI_loss: 21.347692 Detection error: 0.009884953498840332 time: 8:18:14.918865
- B/E: 47 / 209 , Gen_loss: -0.35969526 MI_loss: 21.853361 Detection error: 0.009884774684906006 time: 8:18:15.799457
- B/E: 48 / 209 , Gen_loss: -0.35745043 MI_loss: 21.438334 Detection error: 0.009889006614685059 time: 8:18:16.777903
- B/E: 49 / 209 , Gen_loss: -0.36435318 MI_loss: 22.358692 Detection error: 0.00990438461303711 time: 8:18:17.665751
- B/E: 50 / 209 , Gen_loss: -0.3682452 MI_loss: 22.377863 Detection error: 0.009915411472320557 time: 8:18:18.547967
- B/E: 51 / 209 , Gen_loss: -0.36067635 MI_loss: 21.844376 Detection error: 0.009917080402374268 time: 8:18:19.433395
- B/E: 52 / 209 , Gen_loss: -0.36735535 MI_loss: 22.284983 Detection error: 0.009916841983795166 time: 8:18:20.319113
- B/E: 53 / 209 , Gen_loss: -0.3730237 MI_loss: 22.556211 Detection error: 0.009930551052093506 time: 8:18:21.203766
- B/E: 54 / 209 , Gen_loss: -0.36002436 MI_loss: 21.788643 Detection error: 0.009925007820129395 time: 8:18:22.088643
- B/E: 55 / 209 , Gen_loss: -0.34554857 MI_loss: 20.808258 Detection error: 0.009911298751831055 time: 8:18:22.968887
- B/E: 56 / 209 , Gen_loss: -0.3581161 MI_loss: 21.520134 Detection error: 0.009894728660583496 time: 8:18:23.856877
- B/E: 57 / 209 , Gen_loss: -0.35777614 MI_loss: 21.682602 Detection error: 0.009893834590911865 time: 8:18:24.743650
- B/E: 58 / 209 , Gen_loss: -0.3519378 MI_loss: 21.472046 Detection error: 0.009886682033538818 time: 8:18:25.605308
- B/E: 59 / 209 , Gen_loss: -0.35237566 MI_loss: 21.368475 Detection error: 0.009905219078063965 time: 8:18:26.501246
- B/E: 60 / 209 , Gen_loss: -0.35633743 MI_loss: 21.504684 Detection error: 0.009892404079437256 time: 8:18:27.412222
- B/E: 61 / 209 , Gen_loss: -0.36116925 MI_loss: 21.994524 Detection error: 0.009897172451019287 time: 8:18:28.289820
- B/E: 62 / 209 , Gen_loss: -0.35482064 MI_loss: 21.476303 Detection error: 0.009904265403747559 time: 8:18:29.184767
- B/E: 63 / 209 , Gen_loss: -0.36298388 MI_loss: 22.007412 Detection error: 0.009903788566589355 time: 8:18:30.215245
- B/E: 64 / 209 , Gen_loss: -0.35655943 MI_loss: 21.702236 Detection error: 0.009898066520690918 time: 8:18:31.092762
- B/E: 65 / 209 , Gen_loss: -0.3632133 MI_loss: 22.015888 Detection error: 0.009903907775878906 time: 8:18:31.977037
- B/E: 66 / 209 , Gen_loss: -0.3608935 MI_loss: 21.928999 Detection error: 0.00990438461303711 time: 8:18:32.870996
- B/E: 67 / 209 , Gen_loss: -0.36547947 MI_loss: 22.122509 Detection error: 0.009897053241729736 time: 8:18:33.753432
- B/E: 68 / 209 , Gen_loss: -0.35761306 MI_loss: 21.722061 Detection error: 0.009904444217681885 time: 8:18:34.638668
- B/E: 69 / 209 , Gen_loss: -0.35726866 MI_loss: 21.551834 Detection error: 0.009908914566040039 time: 8:18:35.525666
- B/E: 70 / 209 , Gen_loss: -0.35356948 MI_loss: 21.438005 Detection error: 0.009905397891998291 time: 8:18:36.411665
- B/E: 71 / 209 , Gen_loss: -0.3473274 MI_loss: 21.16075 Detection error: 0.009908854961395264 time: 8:18:37.293631
- B/E: 72 / 209 , Gen_loss: -0.35996428 MI_loss: 21.809967 Detection error: 0.00990283489227295 time: 8:18:38.177985
- B/E: 73 / 209 , Gen_loss: -0.34185457 MI_loss: 20.631815 Detection error: 0.009902894496917725 time: 8:18:39.064588
- B/E: 74 / 209 , Gen_loss: -0.37030557 MI_loss: 22.518658 Detection error: 0.009897470474243164 time: 8:18:39.965043
- B/E: 75 / 209 , Gen_loss: -0.36164767 MI_loss: 22.045292 Detection error: 0.00989311933517456 time: 8:18:40.741807
- B/E: 76 / 209 , Gen_loss: -0.3500505 MI_loss: 21.330578 Detection error: 0.009898960590362549 time: 8:18:41.519404
- B/E: 77 / 209 , Gen_loss: -0.36362165 MI_loss: 21.998455 Detection error: 0.009895026683807373 time: 8:18:42.390849
- B/E: 78 / 209 , Gen_loss: -0.3631223 MI_loss: 21.899862 Detection error: 0.009891986846923828 time: 8:18:43.277150
- B/E: 79 / 209 , Gen_loss: -0.362081 MI_loss: 21.94998 Detection error: 0.009904682636260986 time: 8:18:44.244309
- B/E: 80 / 209 , Gen_loss: -0.35615894 MI_loss: 21.624744 Detection error: 0.009911656379699707 time: 8:18:45.125198
- B/E: 81 / 209 , Gen_loss: -0.3478633 MI_loss: 21.050238 Detection error: 0.009910047054290771 time: 8:18:46.003407
- B/E: 82 / 209 , Gen_loss: -0.35505992 MI_loss: 21.53537 Detection error: 0.009904742240905762 time: 8:18:46.886445
- B/E: 83 / 209 , Gen_loss: -0.36133364 MI_loss: 21.849707 Detection error: 0.009912192821502686 time: 8:18:47.780379
- B/E: 84 / 209 , Gen_loss: -0.3558031 MI_loss: 21.6075 Detection error: 0.00990515947341919 time: 8:18:48.600075
- B/E: 85 / 209 , Gen_loss: -0.36045823 MI_loss: 21.794838 Detection error: 0.009883344173431396 time: 8:18:49.374751
- B/E: 86 / 209 , Gen_loss: -0.36375007 MI_loss: 21.983921 Detection error: 0.009886860847473145 time: 8:18:50.261467
- B/E: 87 / 209 , Gen_loss: -0.357188 MI_loss: 21.633297 Detection error: 0.009870767593383789 time: 8:18:51.151951
- B/E: 88 / 209 , Gen_loss: -0.3588847 MI_loss: 21.65396 Detection error: 0.009863436222076416 time: 8:18:52.039545
- B/E: 89 / 209 , Gen_loss: -0.3561969 MI_loss: 21.79451 Detection error: 0.009873628616333008 time: 8:18:52.933490
- B/E: 90 / 209 , Gen_loss: -0.35778606 MI_loss: 21.672487 Detection error: 0.009874999523162842 time: 8:18:53.848715
- B/E: 91 / 209 , Gen_loss: -0.36140296 MI_loss: 21.952896 Detection error: 0.00987941026687622 time: 8:18:54.731195
- B/E: 92 / 209 , Gen_loss: -0.34352753 MI_loss: 20.624044 Detection error: 0.009870648384094238 time: 8:18:55.623339
- B/E: 93 / 209 , Gen_loss: -0.35341468 MI_loss: 21.418322 Detection error: 0.00986403226852417 time: 8:18:56.535021
- B/E: 94 / 209 , Gen_loss: -0.36480594 MI_loss: 22.22393 Detection error: 0.009877622127532959 time: 8:18:57.424072
- B/E: 95 / 209 , Gen_loss: -0.35902494 MI_loss: 21.878214 Detection error: 0.009879231452941895 time: 8:18:58.406196
- B/E: 96 / 209 , Gen_loss: -0.35680088 MI_loss: 21.661362 Detection error: 0.009885013103485107 time: 8:18:59.289066
- B/E: 97 / 209 , Gen_loss: -0.3571349 MI_loss: 21.650274 Detection error: 0.00987309217453003 time: 8:19:00.178811
- B/E: 98 / 209 , Gen_loss: -0.35523605 MI_loss: 21.480177 Detection error: 0.0098649263381958 time: 8:19:01.032412
- B/E: 99 / 209 , Gen_loss: -0.3576346 MI_loss: 21.621872 Detection error: 0.009859979152679443 time: 8:19:01.816835
- B/E: 100 / 209 , Gen_loss: -0.359943 MI_loss: 21.931095 Detection error: 0.009867250919342041 time: 8:19:02.632054
- B/E: 101 / 209 , Gen_loss: -0.3572747 MI_loss: 21.635351 Detection error: 0.009873747825622559 time: 8:19:03.519492
- B/E: 102 / 209 , Gen_loss: -0.36210045 MI_loss: 21.911303 Detection error: 0.009867727756500244 time: 8:19:04.431893
- B/E: 103 / 209 , Gen_loss: -0.3590043 MI_loss: 21.845041 Detection error: 0.009864509105682373 time: 8:19:05.320038
- B/E: 104 / 209 , Gen_loss: -0.35166267 MI_loss: 21.283035 Detection error: 0.009865164756774902 time: 8:19:06.202763
- B/E: 105 / 209 , Gen_loss: -0.36087853 MI_loss: 21.894543 Detection error: 0.009865283966064453 time: 8:19:07.083522
- B/E: 106 / 209 , Gen_loss: -0.35922953 MI_loss: 21.673922 Detection error: 0.009870648384094238 time: 8:19:07.964260
- B/E: 107 / 209 , Gen_loss: -0.35377258 MI_loss: 21.36819 Detection error: 0.009868621826171875 time: 8:19:08.853797
- B/E: 108 / 209 , Gen_loss: -0.36189675 MI_loss: 21.870773 Detection error: 0.00986868143081665 time: 8:19:09.735319
- B/E: 109 / 209 , Gen_loss: -0.35905316 MI_loss: 21.831854 Detection error: 0.009865641593933105 time: 8:19:10.618514
- B/E: 110 / 209 , Gen_loss: -0.34856102 MI_loss: 21.009281 Detection error: 0.009860098361968994 time: 8:19:11.508731
- B/E: 111 / 209 , Gen_loss: -0.3637666 MI_loss: 22.065283 Detection error: 0.009858250617980957 time: 8:19:12.478578
- B/E: 112 / 209 , Gen_loss: -0.36355755 MI_loss: 22.067793 Detection error: 0.009860873222351074 time: 8:19:13.363534
- B/E: 113 / 209 , Gen_loss: -0.3587637 MI_loss: 21.797546 Detection error: 0.00986403226852417 time: 8:19:14.246138
- B/E: 114 / 209 , Gen_loss: -0.36491248 MI_loss: 22.241562 Detection error: 0.009866297245025635 time: 8:19:15.135347
- B/E: 115 / 209 , Gen_loss: -0.35916513 MI_loss: 21.587982 Detection error: 0.009858310222625732 time: 8:19:16.043233
- B/E: 116 / 209 , Gen_loss: -0.35752574 MI_loss: 21.674524 Detection error: 0.009859800338745117 time: 8:19:16.861957
- B/E: 117 / 209 , Gen_loss: -0.35467747 MI_loss: 21.5236 Detection error: 0.009862542152404785 time: 8:19:17.725409
- B/E: 118 / 209 , Gen_loss: -0.36079583 MI_loss: 21.78382 Detection error: 0.00985872745513916 time: 8:19:18.576840
- B/E: 119 / 209 , Gen_loss: -0.36324477 MI_loss: 21.908848 Detection error: 0.009851276874542236 time: 8:19:19.403347
- B/E: 120 / 209 , Gen_loss: -0.35667175 MI_loss: 21.809732 Detection error: 0.009855389595031738 time: 8:19:20.198085
- B/E: 121 / 209 , Gen_loss: -0.35699514 MI_loss: 21.631855 Detection error: 0.009852945804595947 time: 8:19:21.015811
- B/E: 122 / 209 , Gen_loss: -0.3667088 MI_loss: 22.075516 Detection error: 0.009849071502685547 time: 8:19:21.911091
- B/E: 123 / 209 , Gen_loss: -0.35301107 MI_loss: 21.38146 Detection error: 0.009846031665802002 time: 8:19:22.795244
- B/E: 124 / 209 , Gen_loss: -0.36555776 MI_loss: 22.24521 Detection error: 0.009842991828918457 time: 8:19:23.680299
- B/E: 125 / 209 , Gen_loss: -0.35457632 MI_loss: 21.573713 Detection error: 0.009842276573181152 time: 8:19:24.563870
- B/E: 126 / 209 , Gen_loss: -0.35369498 MI_loss: 21.54137 Detection error: 0.009849905967712402 time: 8:19:25.454302
- B/E: 127 / 209 , Gen_loss: -0.35739377 MI_loss: 21.754944 Detection error: 0.009847402572631836 time: 8:19:26.421067
- B/E: 128 / 209 , Gen_loss: -0.36664307 MI_loss: 22.437956 Detection error: 0.009856820106506348 time: 8:19:27.311313
- B/E: 129 / 209 , Gen_loss: -0.3586037 MI_loss: 21.704056 Detection error: 0.009860813617706299 time: 8:19:28.194213
- B/E: 130 / 209 , Gen_loss: -0.36339706 MI_loss: 22.000313 Detection error: 0.009868323802947998 time: 8:19:29.079640
- B/E: 131 / 209 , Gen_loss: -0.36162278 MI_loss: 21.954031 Detection error: 0.009874522686004639 time: 8:19:29.979480
- B/E: 132 / 209 , Gen_loss: -0.356959 MI_loss: 21.626785 Detection error: 0.009871721267700195 time: 8:19:30.865879
- B/E: 133 / 209 , Gen_loss: -0.3687653 MI_loss: 22.42598 Detection error: 0.009874045848846436 time: 8:19:31.746297
- B/E: 134 / 209 , Gen_loss: -0.3619718 MI_loss: 22.008017 Detection error: 0.00988006591796875 time: 8:19:32.662722
- B/E: 135 / 209 , Gen_loss: -0.3540619 MI_loss: 21.408821 Detection error: 0.009878456592559814 time: 8:19:33.552370
- B/E: 136 / 209 , Gen_loss: -0.35428828 MI_loss: 21.381363 Detection error: 0.009882509708404541 time: 8:19:34.444525
- B/E: 137 / 209 , Gen_loss: -0.35089344 MI_loss: 21.103168 Detection error: 0.00988227128982544 time: 8:19:35.327895
- B/E: 138 / 209 , Gen_loss: -0.36015368 MI_loss: 21.924778 Detection error: 0.00988781452178955 time: 8:19:36.235302
- B/E: 139 / 209 , Gen_loss: -0.36106154 MI_loss: 21.96928 Detection error: 0.009893536567687988 time: 8:19:37.122565
- B/E: 140 / 209 , Gen_loss: -0.35580105 MI_loss: 21.558975 Detection error: 0.009892702102661133 time: 8:19:38.008758
- B/E: 141 / 209 , Gen_loss: -0.35297644 MI_loss: 21.333746 Detection error: 0.009889721870422363 time: 8:19:38.904417
- B/E: 142 / 209 , Gen_loss: -0.36982626 MI_loss: 22.457485 Detection error: 0.009889662265777588 time: 8:19:39.793947
- B/E: 143 / 209 , Gen_loss: -0.36347193 MI_loss: 22.069832 Detection error: 0.009888231754302979 time: 8:19:40.776751
- B/E: 144 / 209 , Gen_loss: -0.36101684 MI_loss: 21.93286 Detection error: 0.00989675521850586 time: 8:19:41.663444
- B/E: 145 / 209 , Gen_loss: -0.35707924 MI_loss: 21.638021 Detection error: 0.009904563426971436 time: 8:19:42.548674
- B/E: 146 / 209 , Gen_loss: -0.35277712 MI_loss: 21.332222 Detection error: 0.009904563426971436 time: 8:19:43.431189
- B/E: 147 / 209 , Gen_loss: -0.35574713 MI_loss: 21.440866 Detection error: 0.00990837812423706 time: 8:19:44.319785
- B/E: 148 / 209 , Gen_loss: -0.35844073 MI_loss: 21.64809 Detection error: 0.009912729263305664 time: 8:19:45.210300
- B/E: 149 / 209 , Gen_loss: -0.36901835 MI_loss: 22.46725 Detection error: 0.00991523265838623 time: 8:19:46.091962
-
- Test Loss: 10.2535305 Test Error: 0.010725021362304688
- -----
- EPOCH: 210
- B/E: 0 / 210 , Gen_loss: -0.35557947 MI_loss: 21.515015 Detection error: 0.01087498664855957 time: 8:19:48.041514
- B/E: 1 / 210 , Gen_loss: -0.35824484 MI_loss: 21.558367 Detection error: 0.010359346866607666 time: 8:20:17.420984
- B/E: 2 / 210 , Gen_loss: -0.35939768 MI_loss: 21.762295 Detection error: 0.009645819664001465 time: 8:20:18.345412
- B/E: 3 / 210 , Gen_loss: -0.3579526 MI_loss: 21.655268 Detection error: 0.009773433208465576 time: 8:20:19.234822
- B/E: 4 / 210 , Gen_loss: -0.36149913 MI_loss: 21.983582 Detection error: 0.009706258773803711 time: 8:20:20.115497
- B/E: 5 / 210 , Gen_loss: -0.35713267 MI_loss: 21.838078 Detection error: 0.009854137897491455 time: 8:20:21.099462
- B/E: 6 / 210 , Gen_loss: -0.35799003 MI_loss: 21.652468 Detection error: 0.009892880916595459 time: 8:20:21.984156
- B/E: 7 / 210 , Gen_loss: -0.35871762 MI_loss: 21.8003 Detection error: 0.009960949420928955 time: 8:20:22.869684
- B/E: 8 / 210 , Gen_loss: -0.36024892 MI_loss: 21.742281 Detection error: 0.009899318218231201 time: 8:20:23.749555
- B/E: 9 / 210 , Gen_loss: -0.37063205 MI_loss: 22.434082 Detection error: 0.009834349155426025 time: 8:20:24.628265
- B/E: 10 / 210 , Gen_loss: -0.35423526 MI_loss: 21.540535 Detection error: 0.009826719760894775 time: 8:20:25.520770
- B/E: 11 / 210 , Gen_loss: -0.36173826 MI_loss: 21.800268 Detection error: 0.00989842414855957 time: 8:20:26.409401
- B/E: 12 / 210 , Gen_loss: -0.3574622 MI_loss: 21.642208 Detection error: 0.009951949119567871 time: 8:20:27.234220
- B/E: 13 / 210 , Gen_loss: -0.37798232 MI_loss: 22.814762 Detection error: 0.009937524795532227 time: 8:20:28.143510
- B/E: 14 / 210 , Gen_loss: -0.37014675 MI_loss: 22.5507 Detection error: 0.009914577007293701 time: 8:20:29.030327
- B/E: 15 / 210 , Gen_loss: -0.36212343 MI_loss: 22.028103 Detection error: 0.00993359088897705 time: 8:20:29.911918
- B/E: 16 / 210 , Gen_loss: -0.365296 MI_loss: 22.08772 Detection error: 0.009908080101013184 time: 8:20:30.796011
- B/E: 17 / 210 , Gen_loss: -0.34362713 MI_loss: 20.732996 Detection error: 0.009895861148834229 time: 8:20:31.685244
- B/E: 18 / 210 , Gen_loss: -0.35841042 MI_loss: 21.770039 Detection error: 0.009866774082183838 time: 8:20:32.572139
- B/E: 19 / 210 , Gen_loss: -0.35318938 MI_loss: 21.48086 Detection error: 0.00985783338546753 time: 8:20:33.454563
- B/E: 20 / 210 , Gen_loss: -0.3569074 MI_loss: 21.684183 Detection error: 0.009872019290924072 time: 8:20:34.424921
- B/E: 21 / 210 , Gen_loss: -0.35029486 MI_loss: 21.15578 Detection error: 0.009900569915771484 time: 8:20:35.236275
- B/E: 22 / 210 , Gen_loss: -0.359113 MI_loss: 21.731243 Detection error: 0.009872257709503174 time: 8:20:36.116476
- B/E: 23 / 210 , Gen_loss: -0.37173754 MI_loss: 22.414236 Detection error: 0.009847640991210938 time: 8:20:36.996376
- B/E: 24 / 210 , Gen_loss: -0.35879385 MI_loss: 21.7383 Detection error: 0.009873747825622559 time: 8:20:37.883636
- B/E: 25 / 210 , Gen_loss: -0.35650143 MI_loss: 21.622356 Detection error: 0.00987619161605835 time: 8:20:38.766786
- B/E: 26 / 210 , Gen_loss: -0.3560137 MI_loss: 21.581018 Detection error: 0.00991666316986084 time: 8:20:39.649803
- B/E: 27 / 210 , Gen_loss: -0.3590152 MI_loss: 21.785149 Detection error: 0.009945333003997803 time: 8:20:40.533672
- B/E: 28 / 210 , Gen_loss: -0.3676241 MI_loss: 22.236284 Detection error: 0.009955823421478271 time: 8:20:41.416806
- B/E: 29 / 210 , Gen_loss: -0.3644393 MI_loss: 22.022917 Detection error: 0.009969770908355713 time: 8:20:42.297081
- B/E: 30 / 210 , Gen_loss: -0.34941235 MI_loss: 21.128069 Detection error: 0.009940505027770996 time: 8:20:43.179143
- B/E: 31 / 210 , Gen_loss: -0.36261106 MI_loss: 21.85311 Detection error: 0.009913086891174316 time: 8:20:44.064524
- B/E: 32 / 210 , Gen_loss: -0.35056102 MI_loss: 21.271349 Detection error: 0.009910047054290771 time: 8:20:44.948033
- B/E: 33 / 210 , Gen_loss: -0.35028866 MI_loss: 21.190502 Detection error: 0.009889721870422363 time: 8:20:45.831451
- B/E: 34 / 210 , Gen_loss: -0.35644552 MI_loss: 21.689476 Detection error: 0.00988304615020752 time: 8:20:46.740127
- B/E: 35 / 210 , Gen_loss: -0.3549402 MI_loss: 21.603712 Detection error: 0.009875893592834473 time: 8:20:47.625065
- B/E: 36 / 210 , Gen_loss: -0.36922085 MI_loss: 22.277925 Detection error: 0.009874999523162842 time: 8:20:48.564762
- B/E: 37 / 210 , Gen_loss: -0.35862115 MI_loss: 21.646103 Detection error: 0.009874165058135986 time: 8:20:49.485613
- B/E: 38 / 210 , Gen_loss: -0.3561403 MI_loss: 21.572695 Detection error: 0.009891808032989502 time: 8:20:50.371917
- B/E: 39 / 210 , Gen_loss: -0.3616244 MI_loss: 21.805216 Detection error: 0.009882032871246338 time: 8:20:51.260395
- B/E: 40 / 210 , Gen_loss: -0.35202795 MI_loss: 21.496822 Detection error: 0.009878814220428467 time: 8:20:52.113529
- B/E: 41 / 210 , Gen_loss: -0.36368367 MI_loss: 22.021002 Detection error: 0.009875714778900146 time: 8:20:52.884951
- B/E: 42 / 210 , Gen_loss: -0.36368886 MI_loss: 22.063377 Detection error: 0.009857535362243652 time: 8:20:53.781986
- B/E: 43 / 210 , Gen_loss: -0.36443022 MI_loss: 22.038431 Detection error: 0.009861528873443604 time: 8:20:54.662140
- B/E: 44 / 210 , Gen_loss: -0.35961387 MI_loss: 21.942312 Detection error: 0.009874999523162842 time: 8:20:55.546389
- B/E: 45 / 210 , Gen_loss: -0.35415 MI_loss: 21.459011 Detection error: 0.009889960289001465 time: 8:20:56.435739
- B/E: 46 / 210 , Gen_loss: -0.35712463 MI_loss: 21.623978 Detection error: 0.009896934032440186 time: 8:20:57.322876
- B/E: 47 / 210 , Gen_loss: -0.36982733 MI_loss: 22.300533 Detection error: 0.009895861148834229 time: 8:20:58.204494
- B/E: 48 / 210 , Gen_loss: -0.36379525 MI_loss: 22.139217 Detection error: 0.009912610054016113 time: 8:20:59.091060
- B/E: 49 / 210 , Gen_loss: -0.3627941 MI_loss: 22.03244 Detection error: 0.009915649890899658 time: 8:20:59.976782
- B/E: 50 / 210 , Gen_loss: -0.3551178 MI_loss: 21.510736 Detection error: 0.009909331798553467 time: 8:21:00.866681
- B/E: 51 / 210 , Gen_loss: -0.36378396 MI_loss: 22.207682 Detection error: 0.009927868843078613 time: 8:21:01.751402
- B/E: 52 / 210 , Gen_loss: -0.36531615 MI_loss: 22.151152 Detection error: 0.009925127029418945 time: 8:21:02.731668
- B/E: 53 / 210 , Gen_loss: -0.3714061 MI_loss: 22.568205 Detection error: 0.009943842887878418 time: 8:21:03.619152
- B/E: 54 / 210 , Gen_loss: -0.3626978 MI_loss: 21.903334 Detection error: 0.00994032621383667 time: 8:21:04.517041
- B/E: 55 / 210 , Gen_loss: -0.364396 MI_loss: 22.13707 Detection error: 0.009922981262207031 time: 8:21:05.402859
- B/E: 56 / 210 , Gen_loss: -0.3544242 MI_loss: 21.523022 Detection error: 0.009912252426147461 time: 8:21:06.291810
- B/E: 57 / 210 , Gen_loss: -0.36066595 MI_loss: 21.862389 Detection error: 0.009907305240631104 time: 8:21:07.182118
- B/E: 58 / 210 , Gen_loss: -0.36272618 MI_loss: 21.961422 Detection error: 0.009893536567687988 time: 8:21:08.077355
- B/E: 59 / 210 , Gen_loss: -0.35618764 MI_loss: 21.542765 Detection error: 0.00991511344909668 time: 8:21:08.963759
- B/E: 60 / 210 , Gen_loss: -0.3649733 MI_loss: 21.921797 Detection error: 0.009903192520141602 time: 8:21:09.847505
- B/E: 61 / 210 , Gen_loss: -0.35080108 MI_loss: 21.423439 Detection error: 0.00991886854171753 time: 8:21:10.735961
- B/E: 62 / 210 , Gen_loss: -0.36288422 MI_loss: 22.136805 Detection error: 0.009916186332702637 time: 8:21:11.621193
- B/E: 63 / 210 , Gen_loss: -0.364645 MI_loss: 22.080101 Detection error: 0.009912610054016113 time: 8:21:12.500574
- B/E: 64 / 210 , Gen_loss: -0.35175666 MI_loss: 21.415997 Detection error: 0.009909629821777344 time: 8:21:13.394478
- B/E: 65 / 210 , Gen_loss: -0.35704342 MI_loss: 21.523838 Detection error: 0.009903430938720703 time: 8:21:14.276975
- B/E: 66 / 210 , Gen_loss: -0.36659065 MI_loss: 22.198584 Detection error: 0.00991368293762207 time: 8:21:15.154668
- B/E: 67 / 210 , Gen_loss: -0.36752707 MI_loss: 22.141972 Detection error: 0.009906232357025146 time: 8:21:16.067369
- B/E: 68 / 210 , Gen_loss: -0.36055142 MI_loss: 21.89288 Detection error: 0.009912610054016113 time: 8:21:17.007431
- B/E: 69 / 210 , Gen_loss: -0.35449502 MI_loss: 21.521202 Detection error: 0.009916067123413086 time: 8:21:17.887611
- B/E: 70 / 210 , Gen_loss: -0.36230698 MI_loss: 22.021454 Detection error: 0.009911954402923584 time: 8:21:18.784381
- B/E: 71 / 210 , Gen_loss: -0.36252934 MI_loss: 22.050987 Detection error: 0.009914040565490723 time: 8:21:19.667945
- B/E: 72 / 210 , Gen_loss: -0.36616704 MI_loss: 22.250029 Detection error: 0.009912669658660889 time: 8:21:20.551294
- B/E: 73 / 210 , Gen_loss: -0.35980445 MI_loss: 21.816397 Detection error: 0.009904563426971436 time: 8:21:21.431322
- B/E: 74 / 210 , Gen_loss: -0.35860446 MI_loss: 21.774435 Detection error: 0.009910404682159424 time: 8:21:22.309788
- B/E: 75 / 210 , Gen_loss: -0.3597912 MI_loss: 21.786444 Detection error: 0.009902536869049072 time: 8:21:23.195372
- B/E: 76 / 210 , Gen_loss: -0.3621275 MI_loss: 21.957985 Detection error: 0.009903013706207275 time: 8:21:24.079039
- B/E: 77 / 210 , Gen_loss: -0.36306816 MI_loss: 21.952976 Detection error: 0.009902656078338623 time: 8:21:24.963718
- B/E: 78 / 210 , Gen_loss: -0.36077535 MI_loss: 21.803925 Detection error: 0.009895563125610352 time: 8:21:25.858911
- B/E: 79 / 210 , Gen_loss: -0.3651228 MI_loss: 22.129902 Detection error: 0.009909749031066895 time: 8:21:26.741804
- B/E: 80 / 210 , Gen_loss: -0.36210975 MI_loss: 22.000643 Detection error: 0.00991976261138916 time: 8:21:27.627966
- B/E: 81 / 210 , Gen_loss: -0.35248744 MI_loss: 21.409637 Detection error: 0.009909272193908691 time: 8:21:28.530561
- B/E: 82 / 210 , Gen_loss: -0.34997976 MI_loss: 21.269993 Detection error: 0.009906649589538574 time: 8:21:29.420032
- B/E: 83 / 210 , Gen_loss: -0.36188084 MI_loss: 22.029478 Detection error: 0.009907364845275879 time: 8:21:30.309204
- B/E: 84 / 210 , Gen_loss: -0.35324448 MI_loss: 21.554403 Detection error: 0.009908080101013184 time: 8:21:31.294055
- B/E: 85 / 210 , Gen_loss: -0.35458422 MI_loss: 21.398218 Detection error: 0.00988847017288208 time: 8:21:32.184585
- B/E: 86 / 210 , Gen_loss: -0.35795468 MI_loss: 21.644112 Detection error: 0.009886860847473145 time: 8:21:33.074834
- B/E: 87 / 210 , Gen_loss: -0.35901153 MI_loss: 21.626797 Detection error: 0.00987178087234497 time: 8:21:33.955020
- B/E: 88 / 210 , Gen_loss: -0.35681146 MI_loss: 21.543726 Detection error: 0.009865880012512207 time: 8:21:34.848528
- B/E: 89 / 210 , Gen_loss: -0.36927173 MI_loss: 22.383564 Detection error: 0.009875714778900146 time: 8:21:35.703797
- B/E: 90 / 210 , Gen_loss: -0.3578953 MI_loss: 21.631117 Detection error: 0.009875357151031494 time: 8:21:36.587018
- B/E: 91 / 210 , Gen_loss: -0.3461966 MI_loss: 20.982454 Detection error: 0.00987774133682251 time: 8:21:37.481872
- B/E: 92 / 210 , Gen_loss: -0.35558426 MI_loss: 21.622353 Detection error: 0.009867608547210693 time: 8:21:38.366393
- B/E: 93 / 210 , Gen_loss: -0.3523718 MI_loss: 21.325953 Detection error: 0.00986403226852417 time: 8:21:39.262792
- B/E: 94 / 210 , Gen_loss: -0.357785 MI_loss: 21.725067 Detection error: 0.009874343872070312 time: 8:21:40.150696
- B/E: 95 / 210 , Gen_loss: -0.35685673 MI_loss: 21.623455 Detection error: 0.009887397289276123 time: 8:21:41.035809
- B/E: 96 / 210 , Gen_loss: -0.35777682 MI_loss: 21.69595 Detection error: 0.00988304615020752 time: 8:21:41.915545
- B/E: 97 / 210 , Gen_loss: -0.356449 MI_loss: 21.557726 Detection error: 0.009876906871795654 time: 8:21:42.801802
- B/E: 98 / 210 , Gen_loss: -0.35137057 MI_loss: 21.244991 Detection error: 0.009860813617706299 time: 8:21:43.689814
- B/E: 99 / 210 , Gen_loss: -0.36853284 MI_loss: 22.377209 Detection error: 0.009860634803771973 time: 8:21:44.580393
- B/E: 100 / 210 , Gen_loss: -0.3652264 MI_loss: 22.12646 Detection error: 0.009864509105682373 time: 8:21:45.561185
- B/E: 101 / 210 , Gen_loss: -0.35696277 MI_loss: 21.547138 Detection error: 0.009867370128631592 time: 8:21:46.442122
- B/E: 102 / 210 , Gen_loss: -0.34856594 MI_loss: 21.063423 Detection error: 0.009865880012512207 time: 8:21:47.338283
- B/E: 103 / 210 , Gen_loss: -0.3670768 MI_loss: 22.279545 Detection error: 0.00986570119857788 time: 8:21:48.225312
- B/E: 104 / 210 , Gen_loss: -0.37323645 MI_loss: 22.582989 Detection error: 0.00986337661743164 time: 8:21:49.107278
- B/E: 105 / 210 , Gen_loss: -0.35517406 MI_loss: 21.578936 Detection error: 0.009865880012512207 time: 8:21:49.988357
- B/E: 106 / 210 , Gen_loss: -0.3569143 MI_loss: 21.629845 Detection error: 0.009860992431640625 time: 8:21:50.870110
- B/E: 107 / 210 , Gen_loss: -0.35433096 MI_loss: 21.521227 Detection error: 0.00986546277999878 time: 8:21:51.754620
- B/E: 108 / 210 , Gen_loss: -0.36740598 MI_loss: 22.287687 Detection error: 0.00986868143081665 time: 8:21:52.613394
- B/E: 109 / 210 , Gen_loss: -0.3706388 MI_loss: 22.471527 Detection error: 0.009864211082458496 time: 8:21:53.519523
- B/E: 110 / 210 , Gen_loss: -0.35558343 MI_loss: 21.435207 Detection error: 0.009858131408691406 time: 8:21:54.411002
- B/E: 111 / 210 , Gen_loss: -0.3640689 MI_loss: 22.012873 Detection error: 0.009850740432739258 time: 8:21:55.310885
- B/E: 112 / 210 , Gen_loss: -0.35853425 MI_loss: 21.611502 Detection error: 0.00985175371170044 time: 8:21:56.198023
- B/E: 113 / 210 , Gen_loss: -0.36369407 MI_loss: 22.233196 Detection error: 0.009858250617980957 time: 8:21:57.080954
- B/E: 114 / 210 , Gen_loss: -0.3754346 MI_loss: 22.902199 Detection error: 0.009862244129180908 time: 8:21:57.964412
- B/E: 115 / 210 , Gen_loss: -0.3681828 MI_loss: 22.153357 Detection error: 0.009859085083007812 time: 8:21:58.845834
- B/E: 116 / 210 , Gen_loss: -0.36027148 MI_loss: 21.820465 Detection error: 0.00985497236251831 time: 8:21:59.809673
- B/E: 117 / 210 , Gen_loss: -0.34586835 MI_loss: 21.058228 Detection error: 0.009857535362243652 time: 8:22:00.695658
- B/E: 118 / 210 , Gen_loss: -0.3580339 MI_loss: 21.572834 Detection error: 0.009851336479187012 time: 8:22:01.566240
- B/E: 119 / 210 , Gen_loss: -0.34972236 MI_loss: 21.22813 Detection error: 0.009846091270446777 time: 8:22:02.429696
- B/E: 120 / 210 , Gen_loss: -0.35084307 MI_loss: 21.277071 Detection error: 0.00984656810760498 time: 8:22:03.219467
- B/E: 121 / 210 , Gen_loss: -0.35831365 MI_loss: 21.707367 Detection error: 0.009846806526184082 time: 8:22:04.118991
- B/E: 122 / 210 , Gen_loss: -0.3648146 MI_loss: 21.990421 Detection error: 0.00983971357345581 time: 8:22:05.012199
- B/E: 123 / 210 , Gen_loss: -0.3633458 MI_loss: 21.968174 Detection error: 0.009837210178375244 time: 8:22:05.895353
- B/E: 124 / 210 , Gen_loss: -0.3559322 MI_loss: 21.647331 Detection error: 0.009836256504058838 time: 8:22:06.781495
- B/E: 125 / 210 , Gen_loss: -0.35128933 MI_loss: 21.32806 Detection error: 0.00983583927154541 time: 8:22:07.682403
- B/E: 126 / 210 , Gen_loss: -0.35330394 MI_loss: 21.406542 Detection error: 0.009844720363616943 time: 8:22:08.579871
- B/E: 127 / 210 , Gen_loss: -0.35259077 MI_loss: 21.434368 Detection error: 0.009842991828918457 time: 8:22:09.467909
- B/E: 128 / 210 , Gen_loss: -0.36517122 MI_loss: 22.199194 Detection error: 0.00984954833984375 time: 8:22:10.354160
- B/E: 129 / 210 , Gen_loss: -0.35694277 MI_loss: 21.714214 Detection error: 0.009859144687652588 time: 8:22:11.261552
- B/E: 130 / 210 , Gen_loss: -0.3648724 MI_loss: 22.040491 Detection error: 0.009864509105682373 time: 8:22:12.143238
- B/E: 131 / 210 , Gen_loss: -0.35807958 MI_loss: 21.720291 Detection error: 0.009870767593383789 time: 8:22:13.023873
- B/E: 132 / 210 , Gen_loss: -0.36334458 MI_loss: 21.857157 Detection error: 0.009863495826721191 time: 8:22:14.007453
- B/E: 133 / 210 , Gen_loss: -0.3653209 MI_loss: 22.248333 Detection error: 0.009869396686553955 time: 8:22:14.897046
- B/E: 134 / 210 , Gen_loss: -0.35848275 MI_loss: 21.809145 Detection error: 0.009874045848846436 time: 8:22:15.785116
- B/E: 135 / 210 , Gen_loss: -0.36293587 MI_loss: 21.891647 Detection error: 0.009874105453491211 time: 8:22:16.666634
- B/E: 136 / 210 , Gen_loss: -0.37279886 MI_loss: 22.558079 Detection error: 0.009874999523162842 time: 8:22:17.555393
- B/E: 137 / 210 , Gen_loss: -0.3531844 MI_loss: 21.392174 Detection error: 0.009879052639007568 time: 8:22:18.439106
- B/E: 138 / 210 , Gen_loss: -0.3616489 MI_loss: 22.017422 Detection error: 0.009887337684631348 time: 8:22:19.323578
- B/E: 139 / 210 , Gen_loss: -0.36483598 MI_loss: 22.062447 Detection error: 0.009889304637908936 time: 8:22:20.210309
- B/E: 140 / 210 , Gen_loss: -0.34907764 MI_loss: 21.216122 Detection error: 0.009887635707855225 time: 8:22:21.095929
- B/E: 141 / 210 , Gen_loss: -0.36000347 MI_loss: 21.83563 Detection error: 0.009888648986816406 time: 8:22:21.979015
- B/E: 142 / 210 , Gen_loss: -0.35618865 MI_loss: 21.570652 Detection error: 0.0098876953125 time: 8:22:22.865684
- B/E: 143 / 210 , Gen_loss: -0.36517024 MI_loss: 22.18983 Detection error: 0.009888887405395508 time: 8:22:23.755763
- B/E: 144 / 210 , Gen_loss: -0.35332063 MI_loss: 21.312462 Detection error: 0.009895026683807373 time: 8:22:24.640068
- B/E: 145 / 210 , Gen_loss: -0.3568424 MI_loss: 21.587275 Detection error: 0.00989985466003418 time: 8:22:25.521521
- B/E: 146 / 210 , Gen_loss: -0.35864082 MI_loss: 21.65798 Detection error: 0.009901165962219238 time: 8:22:26.416457
- B/E: 147 / 210 , Gen_loss: -0.36735728 MI_loss: 22.266169 Detection error: 0.009902894496917725 time: 8:22:27.284856
- B/E: 148 / 210 , Gen_loss: -0.3676342 MI_loss: 22.308762 Detection error: 0.009905219078063965 time: 8:22:28.236059
- B/E: 149 / 210 , Gen_loss: -0.36112508 MI_loss: 21.896133 Detection error: 0.009913742542266846 time: 8:22:29.103668
-
- Test Loss: 10.252163 Test Error: 0.01066666841506958
- -----
- EPOCH: 211
- B/E: 0 / 211 , Gen_loss: -0.35666543 MI_loss: 21.520874 Detection error: 0.010749995708465576 time: 8:22:31.056642
- B/E: 1 / 211 , Gen_loss: -0.35227385 MI_loss: 21.504082 Detection error: 0.010171890258789062 time: 8:23:02.022729
- B/E: 2 / 211 , Gen_loss: -0.36005598 MI_loss: 21.633085 Detection error: 0.009843766689300537 time: 8:23:02.957714
- B/E: 3 / 211 , Gen_loss: -0.36187616 MI_loss: 21.93184 Detection error: 0.00967186689376831 time: 8:23:03.878640
- B/E: 4 / 211 , Gen_loss: -0.36245668 MI_loss: 22.063528 Detection error: 0.009756267070770264 time: 8:23:04.782485
- B/E: 5 / 211 , Gen_loss: -0.36656767 MI_loss: 22.457518 Detection error: 0.009812474250793457 time: 8:23:05.681613
- B/E: 6 / 211 , Gen_loss: -0.36719117 MI_loss: 22.426458 Detection error: 0.00982588529586792 time: 8:23:06.581213
- B/E: 7 / 211 , Gen_loss: -0.36676565 MI_loss: 22.250284 Detection error: 0.009902358055114746 time: 8:23:07.482195
- B/E: 8 / 211 , Gen_loss: -0.36153919 MI_loss: 21.915466 Detection error: 0.009781241416931152 time: 8:23:08.381583
- B/E: 9 / 211 , Gen_loss: -0.36405993 MI_loss: 22.189434 Detection error: 0.009778141975402832 time: 8:23:09.288652
- B/E: 10 / 211 , Gen_loss: -0.35835505 MI_loss: 21.530373 Detection error: 0.009818196296691895 time: 8:23:10.290779
- B/E: 11 / 211 , Gen_loss: -0.3563341 MI_loss: 21.59526 Detection error: 0.009833335876464844 time: 8:23:11.193758
- B/E: 12 / 211 , Gen_loss: -0.35725325 MI_loss: 21.604183 Detection error: 0.009937524795532227 time: 8:23:12.098242
- B/E: 13 / 211 , Gen_loss: -0.3619805 MI_loss: 21.82461 Detection error: 0.009908497333526611 time: 8:23:13.004571
- B/E: 14 / 211 , Gen_loss: -0.35432243 MI_loss: 21.365032 Detection error: 0.00989997386932373 time: 8:23:13.899046
- B/E: 15 / 211 , Gen_loss: -0.35594198 MI_loss: 21.435421 Detection error: 0.009914040565490723 time: 8:23:14.792025
- B/E: 16 / 211 , Gen_loss: -0.36760518 MI_loss: 22.174484 Detection error: 0.00990992784500122 time: 8:23:15.694434
- B/E: 17 / 211 , Gen_loss: -0.3505826 MI_loss: 21.151413 Detection error: 0.0098801851272583 time: 8:23:16.619762
- B/E: 18 / 211 , Gen_loss: -0.36831445 MI_loss: 22.453936 Detection error: 0.009828925132751465 time: 8:23:17.510736
- B/E: 19 / 211 , Gen_loss: -0.3564848 MI_loss: 21.65941 Detection error: 0.009820342063903809 time: 8:23:18.393362
- B/E: 20 / 211 , Gen_loss: -0.3665519 MI_loss: 22.30126 Detection error: 0.009867548942565918 time: 8:23:19.281682
- B/E: 21 / 211 , Gen_loss: -0.3588951 MI_loss: 21.852848 Detection error: 0.009872138500213623 time: 8:23:20.170927
- B/E: 22 / 211 , Gen_loss: -0.3697007 MI_loss: 22.261463 Detection error: 0.009854614734649658 time: 8:23:21.069079
- B/E: 23 / 211 , Gen_loss: -0.35457605 MI_loss: 21.452993 Detection error: 0.009834647178649902 time: 8:23:21.978269
- B/E: 24 / 211 , Gen_loss: -0.37454057 MI_loss: 22.683352 Detection error: 0.00985497236251831 time: 8:23:22.874342
- B/E: 25 / 211 , Gen_loss: -0.34960198 MI_loss: 21.184088 Detection error: 0.009865403175354004 time: 8:23:23.757228
- B/E: 26 / 211 , Gen_loss: -0.35513124 MI_loss: 21.584696 Detection error: 0.00991201400756836 time: 8:23:24.583544
- B/E: 27 / 211 , Gen_loss: -0.35809198 MI_loss: 21.767578 Detection error: 0.009925246238708496 time: 8:23:25.423265
- B/E: 28 / 211 , Gen_loss: -0.35873196 MI_loss: 21.804811 Detection error: 0.009929955005645752 time: 8:23:26.228184
- B/E: 29 / 211 , Gen_loss: -0.35266 MI_loss: 21.541079 Detection error: 0.009943723678588867 time: 8:23:27.015433
- B/E: 30 / 211 , Gen_loss: -0.3629914 MI_loss: 22.007984 Detection error: 0.00991833209991455 time: 8:23:27.821785
- B/E: 31 / 211 , Gen_loss: -0.35321644 MI_loss: 21.33973 Detection error: 0.009901344776153564 time: 8:23:28.685210
- B/E: 32 / 211 , Gen_loss: -0.3642679 MI_loss: 22.072645 Detection error: 0.009911000728607178 time: 8:23:29.505568
- B/E: 33 / 211 , Gen_loss: -0.34920174 MI_loss: 21.096994 Detection error: 0.0098915696144104 time: 8:23:30.352199
- B/E: 34 / 211 , Gen_loss: -0.36330616 MI_loss: 21.94622 Detection error: 0.009880363941192627 time: 8:23:31.251641
- B/E: 35 / 211 , Gen_loss: -0.36344358 MI_loss: 22.094105 Detection error: 0.009866297245025635 time: 8:23:32.146781
- B/E: 36 / 211 , Gen_loss: -0.3605166 MI_loss: 21.775988 Detection error: 0.009876668453216553 time: 8:23:33.044888
- B/E: 37 / 211 , Gen_loss: -0.3658278 MI_loss: 22.22769 Detection error: 0.009867608547210693 time: 8:23:33.944677
- B/E: 38 / 211 , Gen_loss: -0.3557354 MI_loss: 21.526999 Detection error: 0.009880602359771729 time: 8:23:34.838483
- B/E: 39 / 211 , Gen_loss: -0.3707559 MI_loss: 22.362532 Detection error: 0.009867966175079346 time: 8:23:35.736227
- B/E: 40 / 211 , Gen_loss: -0.36195815 MI_loss: 21.861588 Detection error: 0.009866595268249512 time: 8:23:36.652790
- B/E: 41 / 211 , Gen_loss: -0.3466779 MI_loss: 21.021801 Detection error: 0.009863853454589844 time: 8:23:37.644786
- B/E: 42 / 211 , Gen_loss: -0.363176 MI_loss: 22.14542 Detection error: 0.00986337661743164 time: 8:23:38.522982
- B/E: 43 / 211 , Gen_loss: -0.3618372 MI_loss: 21.730722 Detection error: 0.00985652208328247 time: 8:23:39.373852
- B/E: 44 / 211 , Gen_loss: -0.36638755 MI_loss: 22.173435 Detection error: 0.009874284267425537 time: 8:23:40.283487
- B/E: 45 / 211 , Gen_loss: -0.37764224 MI_loss: 22.864897 Detection error: 0.009878396987915039 time: 8:23:41.181958
- B/E: 46 / 211 , Gen_loss: -0.34410056 MI_loss: 21.036793 Detection error: 0.009893596172332764 time: 8:23:42.068109
- B/E: 47 / 211 , Gen_loss: -0.3669673 MI_loss: 22.098494 Detection error: 0.00989389419555664 time: 8:23:42.950594
- B/E: 48 / 211 , Gen_loss: -0.3573392 MI_loss: 21.61585 Detection error: 0.009901762008666992 time: 8:23:43.827738
- B/E: 49 / 211 , Gen_loss: -0.36608568 MI_loss: 22.092066 Detection error: 0.009909391403198242 time: 8:23:44.702580
- B/E: 50 / 211 , Gen_loss: -0.35912472 MI_loss: 21.946447 Detection error: 0.009913623332977295 time: 8:23:45.580266
- B/E: 51 / 211 , Gen_loss: -0.36512792 MI_loss: 22.246367 Detection error: 0.009921252727508545 time: 8:23:46.418080
- B/E: 52 / 211 , Gen_loss: -0.36382914 MI_loss: 22.101648 Detection error: 0.009916841983795166 time: 8:23:47.302278
- B/E: 53 / 211 , Gen_loss: -0.36978486 MI_loss: 22.374966 Detection error: 0.009932875633239746 time: 8:23:48.194449
- B/E: 54 / 211 , Gen_loss: -0.3642429 MI_loss: 22.01054 Detection error: 0.009933531284332275 time: 8:23:49.076733
- B/E: 55 / 211 , Gen_loss: -0.36146167 MI_loss: 21.816076 Detection error: 0.00991910696029663 time: 8:23:49.985660
- B/E: 56 / 211 , Gen_loss: -0.36128652 MI_loss: 21.791872 Detection error: 0.009904623031616211 time: 8:23:50.884652
- B/E: 57 / 211 , Gen_loss: -0.35185638 MI_loss: 21.530775 Detection error: 0.009894371032714844 time: 8:23:51.870523
- B/E: 58 / 211 , Gen_loss: -0.35861757 MI_loss: 21.784473 Detection error: 0.009888768196105957 time: 8:23:52.769089
- B/E: 59 / 211 , Gen_loss: -0.36538008 MI_loss: 22.137268 Detection error: 0.009907841682434082 time: 8:23:53.668826
- B/E: 60 / 211 , Gen_loss: -0.36563918 MI_loss: 22.152716 Detection error: 0.009896516799926758 time: 8:23:54.570249
- B/E: 61 / 211 , Gen_loss: -0.3527226 MI_loss: 21.480412 Detection error: 0.009913325309753418 time: 8:23:55.467559
- B/E: 62 / 211 , Gen_loss: -0.35232434 MI_loss: 21.308577 Detection error: 0.00990825891494751 time: 8:23:56.356573
- B/E: 63 / 211 , Gen_loss: -0.365709 MI_loss: 22.035992 Detection error: 0.00990527868270874 time: 8:23:57.245841
- B/E: 64 / 211 , Gen_loss: -0.36719814 MI_loss: 22.337173 Detection error: 0.009904801845550537 time: 8:23:58.140151
- B/E: 65 / 211 , Gen_loss: -0.35567626 MI_loss: 21.4098 Detection error: 0.009905755519866943 time: 8:23:59.038074
- B/E: 66 / 211 , Gen_loss: -0.36821324 MI_loss: 22.310608 Detection error: 0.009911835193634033 time: 8:23:59.941496
- B/E: 67 / 211 , Gen_loss: -0.35738406 MI_loss: 21.573408 Detection error: 0.009903490543365479 time: 8:24:00.856494
- B/E: 68 / 211 , Gen_loss: -0.35575533 MI_loss: 21.419344 Detection error: 0.00990760326385498 time: 8:24:01.761658
- B/E: 69 / 211 , Gen_loss: -0.3617744 MI_loss: 21.984203 Detection error: 0.009916067123413086 time: 8:24:02.663588
- B/E: 70 / 211 , Gen_loss: -0.35366473 MI_loss: 21.51283 Detection error: 0.009905397891998291 time: 8:24:03.583450
- B/E: 71 / 211 , Gen_loss: -0.36238402 MI_loss: 21.920574 Detection error: 0.009911000728607178 time: 8:24:04.489989
- B/E: 72 / 211 , Gen_loss: -0.3609827 MI_loss: 21.912941 Detection error: 0.009903669357299805 time: 8:24:05.391798
- B/E: 73 / 211 , Gen_loss: -0.35789806 MI_loss: 21.668587 Detection error: 0.009902000427246094 time: 8:24:06.389715
- B/E: 74 / 211 , Gen_loss: -0.35903907 MI_loss: 21.876968 Detection error: 0.009901225566864014 time: 8:24:07.264502
- B/E: 75 / 211 , Gen_loss: -0.35603747 MI_loss: 21.488157 Detection error: 0.00988858938217163 time: 8:24:08.094162
- B/E: 76 / 211 , Gen_loss: -0.36505526 MI_loss: 22.245592 Detection error: 0.009896516799926758 time: 8:24:08.895684
- B/E: 77 / 211 , Gen_loss: -0.35707882 MI_loss: 21.694767 Detection error: 0.00989222526550293 time: 8:24:09.711138
- B/E: 78 / 211 , Gen_loss: -0.3553356 MI_loss: 21.418718 Detection error: 0.009887278079986572 time: 8:24:10.615793
- B/E: 79 / 211 , Gen_loss: -0.36589688 MI_loss: 22.206701 Detection error: 0.009901940822601318 time: 8:24:11.512397
- B/E: 80 / 211 , Gen_loss: -0.3555298 MI_loss: 21.496748 Detection error: 0.009906232357025146 time: 8:24:12.417311
- B/E: 81 / 211 , Gen_loss: -0.3646912 MI_loss: 22.044756 Detection error: 0.009899377822875977 time: 8:24:13.307878
- B/E: 82 / 211 , Gen_loss: -0.35676676 MI_loss: 21.60743 Detection error: 0.009897947311401367 time: 8:24:14.146210
- B/E: 83 / 211 , Gen_loss: -0.36104238 MI_loss: 21.855719 Detection error: 0.009900271892547607 time: 8:24:14.975557
- B/E: 84 / 211 , Gen_loss: -0.34512353 MI_loss: 20.997524 Detection error: 0.009898900985717773 time: 8:24:15.786512
- B/E: 85 / 211 , Gen_loss: -0.3677052 MI_loss: 22.163553 Detection error: 0.009876072406768799 time: 8:24:16.695154
- B/E: 86 / 211 , Gen_loss: -0.35959116 MI_loss: 21.777767 Detection error: 0.009876430034637451 time: 8:24:17.588431
- B/E: 87 / 211 , Gen_loss: -0.35616103 MI_loss: 21.499327 Detection error: 0.009863972663879395 time: 8:24:18.485219
- B/E: 88 / 211 , Gen_loss: -0.36579147 MI_loss: 22.091427 Detection error: 0.009852886199951172 time: 8:24:19.385031
- B/E: 89 / 211 , Gen_loss: -0.36477032 MI_loss: 22.063663 Detection error: 0.009859740734100342 time: 8:24:20.379418
- B/E: 90 / 211 , Gen_loss: -0.35925224 MI_loss: 21.736387 Detection error: 0.009862959384918213 time: 8:24:21.276346
- B/E: 91 / 211 , Gen_loss: -0.355295 MI_loss: 21.502665 Detection error: 0.009865820407867432 time: 8:24:22.181475
- B/E: 92 / 211 , Gen_loss: -0.34936684 MI_loss: 21.010838 Detection error: 0.009853839874267578 time: 8:24:23.076561
- B/E: 93 / 211 , Gen_loss: -0.34556898 MI_loss: 20.946732 Detection error: 0.009854376316070557 time: 8:24:23.971499
- B/E: 94 / 211 , Gen_loss: -0.35222584 MI_loss: 21.411053 Detection error: 0.009870052337646484 time: 8:24:24.869854
- B/E: 95 / 211 , Gen_loss: -0.35751012 MI_loss: 21.737495 Detection error: 0.009871423244476318 time: 8:24:25.758617
- B/E: 96 / 211 , Gen_loss: -0.35691112 MI_loss: 21.56627 Detection error: 0.009873390197753906 time: 8:24:26.592445
- B/E: 97 / 211 , Gen_loss: -0.3651249 MI_loss: 21.956818 Detection error: 0.009862244129180908 time: 8:24:27.418823
- B/E: 98 / 211 , Gen_loss: -0.35842043 MI_loss: 21.798094 Detection error: 0.009850084781646729 time: 8:24:28.333984
- B/E: 99 / 211 , Gen_loss: -0.3604692 MI_loss: 21.869354 Detection error: 0.009850621223449707 time: 8:24:29.232297
- B/E: 100 / 211 , Gen_loss: -0.35460642 MI_loss: 21.486208 Detection error: 0.009850859642028809 time: 8:24:30.133571
- B/E: 101 / 211 , Gen_loss: -0.35743737 MI_loss: 21.66093 Detection error: 0.009857237339019775 time: 8:24:31.035625
- B/E: 102 / 211 , Gen_loss: -0.36115372 MI_loss: 21.759418 Detection error: 0.009854376316070557 time: 8:24:31.933803
- B/E: 103 / 211 , Gen_loss: -0.3626774 MI_loss: 21.959646 Detection error: 0.009852766990661621 time: 8:24:32.832104
- B/E: 104 / 211 , Gen_loss: -0.360014 MI_loss: 21.70488 Detection error: 0.009855329990386963 time: 8:24:33.730640
- B/E: 105 / 211 , Gen_loss: -0.36202157 MI_loss: 21.862423 Detection error: 0.009851992130279541 time: 8:24:34.702471
- B/E: 106 / 211 , Gen_loss: -0.36007008 MI_loss: 21.89457 Detection error: 0.00985252857208252 time: 8:24:35.589772
- B/E: 107 / 211 , Gen_loss: -0.37602606 MI_loss: 22.776081 Detection error: 0.009858787059783936 time: 8:24:36.474149
- B/E: 108 / 211 , Gen_loss: -0.35010552 MI_loss: 21.31586 Detection error: 0.009860098361968994 time: 8:24:37.377631
- B/E: 109 / 211 , Gen_loss: -0.35926634 MI_loss: 21.77383 Detection error: 0.009856820106506348 time: 8:24:38.263351
- B/E: 110 / 211 , Gen_loss: -0.3601595 MI_loss: 21.7793 Detection error: 0.009852468967437744 time: 8:24:39.152200
- B/E: 111 / 211 , Gen_loss: -0.35693237 MI_loss: 21.569277 Detection error: 0.009846806526184082 time: 8:24:40.052188
- B/E: 112 / 211 , Gen_loss: -0.35890344 MI_loss: 21.766191 Detection error: 0.009849309921264648 time: 8:24:40.936703
- B/E: 113 / 211 , Gen_loss: -0.34876573 MI_loss: 21.160133 Detection error: 0.009852766990661621 time: 8:24:41.824014
- B/E: 114 / 211 , Gen_loss: -0.3497067 MI_loss: 21.287643 Detection error: 0.009853243827819824 time: 8:24:42.721381
- B/E: 115 / 211 , Gen_loss: -0.36087102 MI_loss: 21.826422 Detection error: 0.009848058223724365 time: 8:24:43.621213
- B/E: 116 / 211 , Gen_loss: -0.36959007 MI_loss: 22.529158 Detection error: 0.00984722375869751 time: 8:24:44.506814
- B/E: 117 / 211 , Gen_loss: -0.35722238 MI_loss: 21.725252 Detection error: 0.009851694107055664 time: 8:24:45.395375
- B/E: 118 / 211 , Gen_loss: -0.36084437 MI_loss: 21.882227 Detection error: 0.009845316410064697 time: 8:24:46.304938
- B/E: 119 / 211 , Gen_loss: -0.35965782 MI_loss: 21.762072 Detection error: 0.009839832782745361 time: 8:24:47.116656
- B/E: 120 / 211 , Gen_loss: -0.35227457 MI_loss: 21.451185 Detection error: 0.009840905666351318 time: 8:24:47.937659
- B/E: 121 / 211 , Gen_loss: -0.35889542 MI_loss: 21.839266 Detection error: 0.009841978549957275 time: 8:24:48.863980
- B/E: 122 / 211 , Gen_loss: -0.37052524 MI_loss: 22.309887 Detection error: 0.009836375713348389 time: 8:24:49.687588
- B/E: 123 / 211 , Gen_loss: -0.35539195 MI_loss: 21.572186 Detection error: 0.009826838970184326 time: 8:24:50.462807
- B/E: 124 / 211 , Gen_loss: -0.36945653 MI_loss: 22.50461 Detection error: 0.009830474853515625 time: 8:24:51.333615
- B/E: 125 / 211 , Gen_loss: -0.37184417 MI_loss: 22.52061 Detection error: 0.009829342365264893 time: 8:24:52.219200
- B/E: 126 / 211 , Gen_loss: -0.35320035 MI_loss: 21.509706 Detection error: 0.009836852550506592 time: 8:24:53.105078
- B/E: 127 / 211 , Gen_loss: -0.35747093 MI_loss: 21.718847 Detection error: 0.009839355945587158 time: 8:24:53.992516
- B/E: 128 / 211 , Gen_loss: -0.35723102 MI_loss: 21.620743 Detection error: 0.00984179973602295 time: 8:24:54.852084
- B/E: 129 / 211 , Gen_loss: -0.35563722 MI_loss: 21.706793 Detection error: 0.00984877347946167 time: 8:24:55.643515
- B/E: 130 / 211 , Gen_loss: -0.3570608 MI_loss: 21.5411 Detection error: 0.009859979152679443 time: 8:24:56.523668
- B/E: 131 / 211 , Gen_loss: -0.3646076 MI_loss: 21.961071 Detection error: 0.009860575199127197 time: 8:24:57.332812
- B/E: 132 / 211 , Gen_loss: -0.37097812 MI_loss: 22.409151 Detection error: 0.009857118129730225 time: 8:24:58.111542
- B/E: 133 / 211 , Gen_loss: -0.3584011 MI_loss: 21.700813 Detection error: 0.00986170768737793 time: 8:24:58.899060
- B/E: 134 / 211 , Gen_loss: -0.3613963 MI_loss: 22.131104 Detection error: 0.009866654872894287 time: 8:24:59.691352
- B/E: 135 / 211 , Gen_loss: -0.35943744 MI_loss: 21.80382 Detection error: 0.009870648384094238 time: 8:25:00.577359
- B/E: 136 / 211 , Gen_loss: -0.36428025 MI_loss: 22.065887 Detection error: 0.00987386703491211 time: 8:25:01.466921
- B/E: 137 / 211 , Gen_loss: -0.35414857 MI_loss: 21.29558 Detection error: 0.009872257709503174 time: 8:25:02.434969
- B/E: 138 / 211 , Gen_loss: -0.35548827 MI_loss: 21.537804 Detection error: 0.009877681732177734 time: 8:25:03.322903
- B/E: 139 / 211 , Gen_loss: -0.3608482 MI_loss: 21.994566 Detection error: 0.009881258010864258 time: 8:25:04.217005
- B/E: 140 / 211 , Gen_loss: -0.346551 MI_loss: 20.96637 Detection error: 0.009880542755126953 time: 8:25:05.121775
- B/E: 141 / 211 , Gen_loss: -0.36465663 MI_loss: 22.039165 Detection error: 0.00987541675567627 time: 8:25:06.000827
- B/E: 142 / 211 , Gen_loss: -0.35162586 MI_loss: 21.187773 Detection error: 0.009875893592834473 time: 8:25:06.886883
- B/E: 143 / 211 , Gen_loss: -0.36676472 MI_loss: 22.201351 Detection error: 0.009874343872070312 time: 8:25:07.775231
- B/E: 144 / 211 , Gen_loss: -0.35936844 MI_loss: 21.93656 Detection error: 0.009886860847473145 time: 8:25:08.656770
- B/E: 145 / 211 , Gen_loss: -0.36441684 MI_loss: 22.097069 Detection error: 0.00988781452178955 time: 8:25:09.536951
- B/E: 146 / 211 , Gen_loss: -0.3494888 MI_loss: 21.187687 Detection error: 0.00988990068435669 time: 8:25:10.428552
- B/E: 147 / 211 , Gen_loss: -0.36165354 MI_loss: 21.97963 Detection error: 0.009891867637634277 time: 8:25:11.316483
- B/E: 148 / 211 , Gen_loss: -0.3639853 MI_loss: 22.000406 Detection error: 0.009894311428070068 time: 8:25:12.197226
- B/E: 149 / 211 , Gen_loss: -0.35355586 MI_loss: 21.432491 Detection error: 0.009900808334350586 time: 8:25:13.081842
-
- Test Loss: 10.261503 Test Error: 0.010675013065338135
- -----
- EPOCH: 212
- B/E: 0 / 212 , Gen_loss: -0.3539129 MI_loss: 21.254868 Detection error: 0.01012498140335083 time: 8:25:14.982542
- B/E: 1 / 212 , Gen_loss: -0.34847978 MI_loss: 21.03806 Detection error: 0.009921848773956299 time: 8:25:44.455143
- B/E: 2 / 212 , Gen_loss: -0.35071272 MI_loss: 21.144226 Detection error: 0.00952082872390747 time: 8:25:45.472921
- B/E: 3 / 212 , Gen_loss: -0.35617268 MI_loss: 21.725195 Detection error: 0.009750008583068848 time: 8:25:46.370658
- B/E: 4 / 212 , Gen_loss: -0.35415962 MI_loss: 21.500267 Detection error: 0.009706258773803711 time: 8:25:47.258945
- B/E: 5 / 212 , Gen_loss: -0.35556915 MI_loss: 21.746105 Detection error: 0.009750008583068848 time: 8:25:48.151239
- B/E: 6 / 212 , Gen_loss: -0.35059348 MI_loss: 21.353344 Detection error: 0.009803593158721924 time: 8:25:49.039166
- B/E: 7 / 212 , Gen_loss: -0.3693325 MI_loss: 22.359772 Detection error: 0.009867191314697266 time: 8:25:49.919993
- B/E: 8 / 212 , Gen_loss: -0.362006 MI_loss: 21.98745 Detection error: 0.009854137897491455 time: 8:25:50.806575
- B/E: 9 / 212 , Gen_loss: -0.35623515 MI_loss: 21.608067 Detection error: 0.009809374809265137 time: 8:25:51.691589
- B/E: 10 / 212 , Gen_loss: -0.35690677 MI_loss: 21.679222 Detection error: 0.009812474250793457 time: 8:25:52.579576
- B/E: 11 / 212 , Gen_loss: -0.35729697 MI_loss: 21.643894 Detection error: 0.00985938310623169 time: 8:25:53.463306
- B/E: 12 / 212 , Gen_loss: -0.35954663 MI_loss: 21.926826 Detection error: 0.009937524795532227 time: 8:25:54.358707
- B/E: 13 / 212 , Gen_loss: -0.3607034 MI_loss: 21.998425 Detection error: 0.009912967681884766 time: 8:25:55.248286
- B/E: 14 / 212 , Gen_loss: -0.36505717 MI_loss: 22.041273 Detection error: 0.009889602661132812 time: 8:25:56.067962
- B/E: 15 / 212 , Gen_loss: -0.36935574 MI_loss: 22.247997 Detection error: 0.009904325008392334 time: 8:25:56.938638
- B/E: 16 / 212 , Gen_loss: -0.35447213 MI_loss: 21.297556 Detection error: 0.009884178638458252 time: 8:25:57.838060
- B/E: 17 / 212 , Gen_loss: -0.3598594 MI_loss: 21.745148 Detection error: 0.009850680828094482 time: 8:25:58.728314
- B/E: 18 / 212 , Gen_loss: -0.36272848 MI_loss: 22.1188 Detection error: 0.009815812110900879 time: 8:25:59.707269
- B/E: 19 / 212 , Gen_loss: -0.34901926 MI_loss: 21.23287 Detection error: 0.009815633296966553 time: 8:26:00.591071
- B/E: 20 / 212 , Gen_loss: -0.35426834 MI_loss: 21.57268 Detection error: 0.009860098361968994 time: 8:26:01.482992
- B/E: 21 / 212 , Gen_loss: -0.35278937 MI_loss: 21.337715 Detection error: 0.009853720664978027 time: 8:26:02.370449
- B/E: 22 / 212 , Gen_loss: -0.36323476 MI_loss: 21.896103 Detection error: 0.009845137596130371 time: 8:26:03.275155
- B/E: 23 / 212 , Gen_loss: -0.3605613 MI_loss: 21.714197 Detection error: 0.009821593761444092 time: 8:26:04.153765
- B/E: 24 / 212 , Gen_loss: -0.36330014 MI_loss: 21.966259 Detection error: 0.00984501838684082 time: 8:26:05.036413
- B/E: 25 / 212 , Gen_loss: -0.36117205 MI_loss: 21.768425 Detection error: 0.009856998920440674 time: 8:26:05.925626
- B/E: 26 / 212 , Gen_loss: -0.35567102 MI_loss: 21.579025 Detection error: 0.009907424449920654 time: 8:26:06.809415
- B/E: 27 / 212 , Gen_loss: -0.36065546 MI_loss: 21.996716 Detection error: 0.009914040565490723 time: 8:26:07.694999
- B/E: 28 / 212 , Gen_loss: -0.3507262 MI_loss: 21.305199 Detection error: 0.009927809238433838 time: 8:26:08.583756
- B/E: 29 / 212 , Gen_loss: -0.35955882 MI_loss: 21.744122 Detection error: 0.00993645191192627 time: 8:26:09.471715
- B/E: 30 / 212 , Gen_loss: -0.3534802 MI_loss: 21.339643 Detection error: 0.00991833209991455 time: 8:26:10.353392
- B/E: 31 / 212 , Gen_loss: -0.35905236 MI_loss: 21.715029 Detection error: 0.009890615940093994 time: 8:26:11.336878
- B/E: 32 / 212 , Gen_loss: -0.36444157 MI_loss: 22.194862 Detection error: 0.009895861148834229 time: 8:26:12.225188
- B/E: 33 / 212 , Gen_loss: -0.36775297 MI_loss: 22.19991 Detection error: 0.009871304035186768 time: 8:26:13.120280
- B/E: 34 / 212 , Gen_loss: -0.36151087 MI_loss: 22.057108 Detection error: 0.00986337661743164 time: 8:26:13.999686
- B/E: 35 / 212 , Gen_loss: -0.362823 MI_loss: 21.957653 Detection error: 0.009857654571533203 time: 8:26:14.884093
- B/E: 36 / 212 , Gen_loss: -0.36548418 MI_loss: 22.09956 Detection error: 0.009866535663604736 time: 8:26:15.768505
- B/E: 37 / 212 , Gen_loss: -0.35665116 MI_loss: 21.619146 Detection error: 0.00987255573272705 time: 8:26:16.649997
- B/E: 38 / 212 , Gen_loss: -0.36240953 MI_loss: 22.010838 Detection error: 0.009892642498016357 time: 8:26:17.535351
- B/E: 39 / 212 , Gen_loss: -0.36210212 MI_loss: 21.920935 Detection error: 0.009874999523162842 time: 8:26:18.425105
- B/E: 40 / 212 , Gen_loss: -0.36065242 MI_loss: 21.876095 Detection error: 0.009874999523162842 time: 8:26:19.306126
- B/E: 41 / 212 , Gen_loss: -0.37043464 MI_loss: 22.547258 Detection error: 0.009863853454589844 time: 8:26:20.185403
- B/E: 42 / 212 , Gen_loss: -0.35896698 MI_loss: 21.677929 Detection error: 0.009859025478363037 time: 8:26:21.076367
- B/E: 43 / 212 , Gen_loss: -0.3586667 MI_loss: 21.688377 Detection error: 0.009860813617706299 time: 8:26:21.968765
- B/E: 44 / 212 , Gen_loss: -0.36048606 MI_loss: 21.91545 Detection error: 0.009859025478363037 time: 8:26:22.851708
- B/E: 45 / 212 , Gen_loss: -0.3630637 MI_loss: 22.135557 Detection error: 0.009872972965240479 time: 8:26:23.736235
- B/E: 46 / 212 , Gen_loss: -0.35400584 MI_loss: 21.394201 Detection error: 0.009886324405670166 time: 8:26:24.620908
- B/E: 47 / 212 , Gen_loss: -0.35960123 MI_loss: 21.804014 Detection error: 0.009886085987091064 time: 8:26:25.395932
- B/E: 48 / 212 , Gen_loss: -0.35155314 MI_loss: 21.37985 Detection error: 0.009905636310577393 time: 8:26:26.375817
- B/E: 49 / 212 , Gen_loss: -0.3633053 MI_loss: 22.006744 Detection error: 0.009908735752105713 time: 8:26:27.267537
- B/E: 50 / 212 , Gen_loss: -0.36362273 MI_loss: 22.012877 Detection error: 0.009916067123413086 time: 8:26:28.151960
- B/E: 51 / 212 , Gen_loss: -0.3602465 MI_loss: 21.999434 Detection error: 0.00992971658706665 time: 8:26:29.035084
- B/E: 52 / 212 , Gen_loss: -0.35369122 MI_loss: 21.408352 Detection error: 0.0099257230758667 time: 8:26:29.929833
- B/E: 53 / 212 , Gen_loss: -0.37149295 MI_loss: 22.371386 Detection error: 0.009939789772033691 time: 8:26:30.818391
- B/E: 54 / 212 , Gen_loss: -0.3467763 MI_loss: 21.001959 Detection error: 0.00994032621383667 time: 8:26:31.705012
- B/E: 55 / 212 , Gen_loss: -0.3542776 MI_loss: 21.42492 Detection error: 0.009921848773956299 time: 8:26:32.589371
- B/E: 56 / 212 , Gen_loss: -0.35545453 MI_loss: 21.67123 Detection error: 0.009910106658935547 time: 8:26:33.482081
- B/E: 57 / 212 , Gen_loss: -0.36214697 MI_loss: 21.95686 Detection error: 0.00990515947341919 time: 8:26:34.367451
- B/E: 58 / 212 , Gen_loss: -0.36514333 MI_loss: 22.311941 Detection error: 0.009900927543640137 time: 8:26:35.272345
- B/E: 59 / 212 , Gen_loss: -0.3660783 MI_loss: 22.171757 Detection error: 0.00991511344909668 time: 8:26:36.107480
- B/E: 60 / 212 , Gen_loss: -0.35827127 MI_loss: 21.4249 Detection error: 0.009906768798828125 time: 8:26:36.885449
- B/E: 61 / 212 , Gen_loss: -0.3658418 MI_loss: 22.10397 Detection error: 0.009909749031066895 time: 8:26:37.778600
- B/E: 62 / 212 , Gen_loss: -0.35143965 MI_loss: 21.334085 Detection error: 0.009915649890899658 time: 8:26:38.663670
- B/E: 63 / 212 , Gen_loss: -0.36740965 MI_loss: 22.24973 Detection error: 0.009913086891174316 time: 8:26:39.653909
- B/E: 64 / 212 , Gen_loss: -0.3562927 MI_loss: 21.686642 Detection error: 0.009909629821777344 time: 8:26:40.537659
- B/E: 65 / 212 , Gen_loss: -0.3593405 MI_loss: 21.681223 Detection error: 0.009908139705657959 time: 8:26:41.423551
- B/E: 66 / 212 , Gen_loss: -0.3659491 MI_loss: 22.234816 Detection error: 0.009908139705657959 time: 8:26:42.329995
- B/E: 67 / 212 , Gen_loss: -0.36180636 MI_loss: 21.922167 Detection error: 0.00989753007888794 time: 8:26:43.221829
- B/E: 68 / 212 , Gen_loss: -0.35206053 MI_loss: 21.297132 Detection error: 0.009907126426696777 time: 8:26:44.114450
- B/E: 69 / 212 , Gen_loss: -0.35790607 MI_loss: 21.686424 Detection error: 0.009914278984069824 time: 8:26:45.018834
- B/E: 70 / 212 , Gen_loss: -0.36068898 MI_loss: 21.724363 Detection error: 0.009915053844451904 time: 8:26:45.909279
- B/E: 71 / 212 , Gen_loss: -0.3448786 MI_loss: 20.928698 Detection error: 0.009912312030792236 time: 8:26:46.796860
- B/E: 72 / 212 , Gen_loss: -0.34113073 MI_loss: 20.576748 Detection error: 0.009910523891448975 time: 8:26:47.685715
- B/E: 73 / 212 , Gen_loss: -0.37287247 MI_loss: 22.651445 Detection error: 0.009906649589538574 time: 8:26:48.572664
- B/E: 74 / 212 , Gen_loss: -0.36142132 MI_loss: 21.946487 Detection error: 0.00989997386932373 time: 8:26:49.441645
- B/E: 75 / 212 , Gen_loss: -0.36221543 MI_loss: 21.927807 Detection error: 0.009900510311126709 time: 8:26:50.320931
- B/E: 76 / 212 , Gen_loss: -0.35901955 MI_loss: 21.81319 Detection error: 0.009900987148284912 time: 8:26:51.201150
- B/E: 77 / 212 , Gen_loss: -0.35791752 MI_loss: 21.69231 Detection error: 0.009902656078338623 time: 8:26:52.082377
- B/E: 78 / 212 , Gen_loss: -0.35437572 MI_loss: 21.52422 Detection error: 0.009899497032165527 time: 8:26:52.966558
- B/E: 79 / 212 , Gen_loss: -0.3616148 MI_loss: 21.79703 Detection error: 0.009908974170684814 time: 8:26:53.951059
- B/E: 80 / 212 , Gen_loss: -0.3627373 MI_loss: 21.957571 Detection error: 0.00991743803024292 time: 8:26:54.845507
- B/E: 81 / 212 , Gen_loss: -0.34576377 MI_loss: 20.826248 Detection error: 0.009911179542541504 time: 8:26:55.729432
- B/E: 82 / 212 , Gen_loss: -0.36933145 MI_loss: 22.402987 Detection error: 0.009909987449645996 time: 8:26:56.614629
- B/E: 83 / 212 , Gen_loss: -0.34982893 MI_loss: 21.275673 Detection error: 0.009912967681884766 time: 8:26:57.508324
- B/E: 84 / 212 , Gen_loss: -0.3682377 MI_loss: 22.380781 Detection error: 0.009908080101013184 time: 8:26:58.393438
- B/E: 85 / 212 , Gen_loss: -0.35732082 MI_loss: 21.432222 Detection error: 0.0098876953125 time: 8:26:59.278552
- B/E: 86 / 212 , Gen_loss: -0.3579871 MI_loss: 21.58133 Detection error: 0.009886503219604492 time: 8:27:00.173282
- B/E: 87 / 212 , Gen_loss: -0.36109942 MI_loss: 21.743773 Detection error: 0.009869694709777832 time: 8:27:01.061293
- B/E: 88 / 212 , Gen_loss: -0.35414356 MI_loss: 21.589777 Detection error: 0.009861290454864502 time: 8:27:01.941542
- B/E: 89 / 212 , Gen_loss: -0.35237756 MI_loss: 21.38327 Detection error: 0.009870469570159912 time: 8:27:02.829423
- B/E: 90 / 212 , Gen_loss: -0.3543343 MI_loss: 21.401941 Detection error: 0.009876370429992676 time: 8:27:03.719206
- B/E: 91 / 212 , Gen_loss: -0.35427555 MI_loss: 21.50787 Detection error: 0.009878754615783691 time: 8:27:04.610418
- B/E: 92 / 212 , Gen_loss: -0.34934527 MI_loss: 21.077215 Detection error: 0.009866595268249512 time: 8:27:05.488847
- B/E: 93 / 212 , Gen_loss: -0.3711137 MI_loss: 22.652647 Detection error: 0.009870707988739014 time: 8:27:06.377088
- B/E: 94 / 212 , Gen_loss: -0.35084078 MI_loss: 21.326773 Detection error: 0.00987863540649414 time: 8:27:07.260806
- B/E: 95 / 212 , Gen_loss: -0.3636014 MI_loss: 22.131119 Detection error: 0.009884417057037354 time: 8:27:08.230081
- B/E: 96 / 212 , Gen_loss: -0.36166003 MI_loss: 21.918518 Detection error: 0.00988626480102539 time: 8:27:09.120391
- B/E: 97 / 212 , Gen_loss: -0.3633409 MI_loss: 22.036549 Detection error: 0.009876251220703125 time: 8:27:10.007290
- B/E: 98 / 212 , Gen_loss: -0.3590188 MI_loss: 21.67597 Detection error: 0.009867727756500244 time: 8:27:10.890536
- B/E: 99 / 212 , Gen_loss: -0.368448 MI_loss: 22.15753 Detection error: 0.009863734245300293 time: 8:27:11.776787
- B/E: 100 / 212 , Gen_loss: -0.3602363 MI_loss: 21.793728 Detection error: 0.009866654872894287 time: 8:27:12.674647
- B/E: 101 / 212 , Gen_loss: -0.35778427 MI_loss: 21.76608 Detection error: 0.00987100601196289 time: 8:27:13.561540
- B/E: 102 / 212 , Gen_loss: -0.35724282 MI_loss: 21.63778 Detection error: 0.009868025779724121 time: 8:27:14.445394
- B/E: 103 / 212 , Gen_loss: -0.35466373 MI_loss: 21.591915 Detection error: 0.009865403175354004 time: 8:27:15.343628
- B/E: 104 / 212 , Gen_loss: -0.36137414 MI_loss: 21.858643 Detection error: 0.009869635105133057 time: 8:27:16.230657
- B/E: 105 / 212 , Gen_loss: -0.35771868 MI_loss: 21.815453 Detection error: 0.009861409664154053 time: 8:27:17.117907
- B/E: 106 / 212 , Gen_loss: -0.34712666 MI_loss: 21.117466 Detection error: 0.009866833686828613 time: 8:27:18.018535
- B/E: 107 / 212 , Gen_loss: -0.36139622 MI_loss: 21.920815 Detection error: 0.009866893291473389 time: 8:27:18.922469
- B/E: 108 / 212 , Gen_loss: -0.35099658 MI_loss: 21.360527 Detection error: 0.009872734546661377 time: 8:27:19.810353
- B/E: 109 / 212 , Gen_loss: -0.3615349 MI_loss: 21.988653 Detection error: 0.009868443012237549 time: 8:27:20.711070
- B/E: 110 / 212 , Gen_loss: -0.36393282 MI_loss: 22.022488 Detection error: 0.009860634803771973 time: 8:27:21.610385
- B/E: 111 / 212 , Gen_loss: -0.3585922 MI_loss: 21.763924 Detection error: 0.009860217571258545 time: 8:27:22.584915
- B/E: 112 / 212 , Gen_loss: -0.36425838 MI_loss: 22.175999 Detection error: 0.009860336780548096 time: 8:27:23.472711
- B/E: 113 / 212 , Gen_loss: -0.35722739 MI_loss: 21.737854 Detection error: 0.009862959384918213 time: 8:27:24.364705
- B/E: 114 / 212 , Gen_loss: -0.35412878 MI_loss: 21.403751 Detection error: 0.009863317012786865 time: 8:27:25.252311
- B/E: 115 / 212 , Gen_loss: -0.36624467 MI_loss: 22.292364 Detection error: 0.009863138198852539 time: 8:27:26.131380
- B/E: 116 / 212 , Gen_loss: -0.36343855 MI_loss: 22.078594 Detection error: 0.009860873222351074 time: 8:27:27.016556
- B/E: 117 / 212 , Gen_loss: -0.35712212 MI_loss: 21.685928 Detection error: 0.009862840175628662 time: 8:27:27.902148
- B/E: 118 / 212 , Gen_loss: -0.36165255 MI_loss: 21.968342 Detection error: 0.009852409362792969 time: 8:27:28.784266
- B/E: 119 / 212 , Gen_loss: -0.35523227 MI_loss: 21.528389 Detection error: 0.009847640991210938 time: 8:27:29.670766
- B/E: 120 / 212 , Gen_loss: -0.3579622 MI_loss: 21.756607 Detection error: 0.009844779968261719 time: 8:27:30.557351
- B/E: 121 / 212 , Gen_loss: -0.3675466 MI_loss: 22.344458 Detection error: 0.009848356246948242 time: 8:27:31.438629
- B/E: 122 / 212 , Gen_loss: -0.35467756 MI_loss: 21.566885 Detection error: 0.009845554828643799 time: 8:27:32.319663
- B/E: 123 / 212 , Gen_loss: -0.35354316 MI_loss: 21.291828 Detection error: 0.00983893871307373 time: 8:27:33.207997
- B/E: 124 / 212 , Gen_loss: -0.36403748 MI_loss: 22.048914 Detection error: 0.00983351469039917 time: 8:27:34.098867
- B/E: 125 / 212 , Gen_loss: -0.36128268 MI_loss: 21.899004 Detection error: 0.009836554527282715 time: 8:27:34.979877
- B/E: 126 / 212 , Gen_loss: -0.35760003 MI_loss: 21.82547 Detection error: 0.009842514991760254 time: 8:27:35.865780
- B/E: 127 / 212 , Gen_loss: -0.36488414 MI_loss: 22.181248 Detection error: 0.009843528270721436 time: 8:27:36.836537
- B/E: 128 / 212 , Gen_loss: -0.35451332 MI_loss: 21.465288 Detection error: 0.009849071502685547 time: 8:27:37.620165
- B/E: 129 / 212 , Gen_loss: -0.35001633 MI_loss: 21.23289 Detection error: 0.00985407829284668 time: 8:27:38.516562
- B/E: 130 / 212 , Gen_loss: -0.3706381 MI_loss: 22.436808 Detection error: 0.009861409664154053 time: 8:27:39.408986
- B/E: 131 / 212 , Gen_loss: -0.36270264 MI_loss: 21.970535 Detection error: 0.009864330291748047 time: 8:27:40.312082
- B/E: 132 / 212 , Gen_loss: -0.3657155 MI_loss: 22.086182 Detection error: 0.009855985641479492 time: 8:27:41.192383
- B/E: 133 / 212 , Gen_loss: -0.3574928 MI_loss: 21.720776 Detection error: 0.009860515594482422 time: 8:27:42.074321
- B/E: 134 / 212 , Gen_loss: -0.3534758 MI_loss: 21.64647 Detection error: 0.009867608547210693 time: 8:27:42.963630
- B/E: 135 / 212 , Gen_loss: -0.36948797 MI_loss: 22.278273 Detection error: 0.009867668151855469 time: 8:27:43.863974
- B/E: 136 / 212 , Gen_loss: -0.3583574 MI_loss: 21.755556 Detection error: 0.009870648384094238 time: 8:27:44.748622
- B/E: 137 / 212 , Gen_loss: -0.35571566 MI_loss: 21.398043 Detection error: 0.009871125221252441 time: 8:27:45.641884
- B/E: 138 / 212 , Gen_loss: -0.35086867 MI_loss: 21.364803 Detection error: 0.009875893592834473 time: 8:27:46.527018
- B/E: 139 / 212 , Gen_loss: -0.3598786 MI_loss: 21.78123 Detection error: 0.009879887104034424 time: 8:27:47.412444
- B/E: 140 / 212 , Gen_loss: -0.36458635 MI_loss: 22.10657 Detection error: 0.009878993034362793 time: 8:27:48.299963
- B/E: 141 / 212 , Gen_loss: -0.35297674 MI_loss: 21.213251 Detection error: 0.009876549243927002 time: 8:27:49.191699
- B/E: 142 / 212 , Gen_loss: -0.34901696 MI_loss: 21.14603 Detection error: 0.009880006313323975 time: 8:27:50.085133
- B/E: 143 / 212 , Gen_loss: -0.36289117 MI_loss: 21.953482 Detection error: 0.009876072406768799 time: 8:27:51.050706
- B/E: 144 / 212 , Gen_loss: -0.3571363 MI_loss: 21.75223 Detection error: 0.009885132312774658 time: 8:27:51.941259
- B/E: 145 / 212 , Gen_loss: -0.36057293 MI_loss: 21.741074 Detection error: 0.00988680124282837 time: 8:27:52.830356
- B/E: 146 / 212 , Gen_loss: -0.3682311 MI_loss: 22.28795 Detection error: 0.009893715381622314 time: 8:27:53.717402
- B/E: 147 / 212 , Gen_loss: -0.3627403 MI_loss: 21.882748 Detection error: 0.00989145040512085 time: 8:27:54.541367
- B/E: 148 / 212 , Gen_loss: -0.36830512 MI_loss: 22.341125 Detection error: 0.009896159172058105 time: 8:27:55.343762
- B/E: 149 / 212 , Gen_loss: -0.35628748 MI_loss: 21.765858 Detection error: 0.009902894496917725 time: 8:27:56.158524
-
- Test Loss: 10.268449 Test Error: 0.01068335771560669
- -----
- EPOCH: 213
- B/E: 0 / 213 , Gen_loss: -0.3679495 MI_loss: 22.216492 Detection error: 0.010562479496002197 time: 8:27:58.135400
- B/E: 1 / 213 , Gen_loss: -0.34974343 MI_loss: 21.14905 Detection error: 0.010078132152557373 time: 8:28:28.952710
- B/E: 2 / 213 , Gen_loss: -0.3546962 MI_loss: 21.317339 Detection error: 0.009739577770233154 time: 8:28:29.839839
- B/E: 3 / 213 , Gen_loss: -0.35138386 MI_loss: 21.347612 Detection error: 0.009664058685302734 time: 8:28:30.648885
- B/E: 4 / 213 , Gen_loss: -0.35915136 MI_loss: 21.741268 Detection error: 0.009756267070770264 time: 8:28:31.559866
- B/E: 5 / 213 , Gen_loss: -0.35497856 MI_loss: 21.68602 Detection error: 0.00982290506362915 time: 8:28:32.557510
- B/E: 6 / 213 , Gen_loss: -0.35340354 MI_loss: 21.444157 Detection error: 0.009843766689300537 time: 8:28:33.442360
- B/E: 7 / 213 , Gen_loss: -0.3556649 MI_loss: 21.559837 Detection error: 0.009902358055114746 time: 8:28:34.333826
- B/E: 8 / 213 , Gen_loss: -0.35988563 MI_loss: 21.790485 Detection error: 0.009850680828094482 time: 8:28:35.244870
- B/E: 9 / 213 , Gen_loss: -0.3597091 MI_loss: 21.914036 Detection error: 0.009815633296966553 time: 8:28:36.126409
- B/E: 10 / 213 , Gen_loss: -0.36766317 MI_loss: 22.331053 Detection error: 0.009855091571807861 time: 8:28:37.016795
- B/E: 11 / 213 , Gen_loss: -0.37247366 MI_loss: 22.624321 Detection error: 0.009893238544464111 time: 8:28:37.925510
- B/E: 12 / 213 , Gen_loss: -0.35110527 MI_loss: 21.191273 Detection error: 0.009930312633514404 time: 8:28:38.806546
- B/E: 13 / 213 , Gen_loss: -0.36581725 MI_loss: 22.19953 Detection error: 0.009915173053741455 time: 8:28:39.692757
- B/E: 14 / 213 , Gen_loss: -0.36792618 MI_loss: 22.249802 Detection error: 0.009914577007293701 time: 8:28:40.568080
- B/E: 15 / 213 , Gen_loss: -0.34869558 MI_loss: 21.006905 Detection error: 0.00989454984664917 time: 8:28:41.427679
- B/E: 16 / 213 , Gen_loss: -0.36137164 MI_loss: 21.799063 Detection error: 0.009897053241729736 time: 8:28:42.326294
- B/E: 17 / 213 , Gen_loss: -0.36295354 MI_loss: 21.919172 Detection error: 0.009874999523162842 time: 8:28:43.213909
- B/E: 18 / 213 , Gen_loss: -0.35069034 MI_loss: 21.171522 Detection error: 0.009820699691772461 time: 8:28:44.101810
- B/E: 19 / 213 , Gen_loss: -0.36440235 MI_loss: 22.150066 Detection error: 0.009812474250793457 time: 8:28:44.983638
- B/E: 20 / 213 , Gen_loss: -0.35652864 MI_loss: 21.605228 Detection error: 0.00985860824584961 time: 8:28:45.963293
- B/E: 21 / 213 , Gen_loss: -0.3534668 MI_loss: 21.40314 Detection error: 0.00985795259475708 time: 8:28:46.851393
- B/E: 22 / 213 , Gen_loss: -0.36648935 MI_loss: 22.106989 Detection error: 0.009861409664154053 time: 8:28:47.737898
- B/E: 23 / 213 , Gen_loss: -0.363636 MI_loss: 21.9011 Detection error: 0.009828150272369385 time: 8:28:48.624167
- B/E: 24 / 213 , Gen_loss: -0.35423046 MI_loss: 21.411829 Detection error: 0.009824991226196289 time: 8:28:49.506064
- B/E: 25 / 213 , Gen_loss: -0.35873732 MI_loss: 21.680294 Detection error: 0.00985574722290039 time: 8:28:50.411946
- B/E: 26 / 213 , Gen_loss: -0.36052805 MI_loss: 21.897038 Detection error: 0.009893536567687988 time: 8:28:51.296730
- B/E: 27 / 213 , Gen_loss: -0.35126624 MI_loss: 21.497847 Detection error: 0.009915173053741455 time: 8:28:52.184489
- B/E: 28 / 213 , Gen_loss: -0.3660704 MI_loss: 22.210333 Detection error: 0.009925663471221924 time: 8:28:53.080175
- B/E: 29 / 213 , Gen_loss: -0.35552752 MI_loss: 21.691792 Detection error: 0.009943723678588867 time: 8:28:53.966884
- B/E: 30 / 213 , Gen_loss: -0.35619697 MI_loss: 21.527773 Detection error: 0.009913325309753418 time: 8:28:54.847935
- B/E: 31 / 213 , Gen_loss: -0.36601296 MI_loss: 22.057804 Detection error: 0.009874045848846436 time: 8:28:55.733298
- B/E: 32 / 213 , Gen_loss: -0.36008328 MI_loss: 21.901314 Detection error: 0.009879708290100098 time: 8:28:56.617971
- B/E: 33 / 213 , Gen_loss: -0.34576684 MI_loss: 20.884766 Detection error: 0.009867668151855469 time: 8:28:57.498386
- B/E: 34 / 213 , Gen_loss: -0.35790247 MI_loss: 21.608538 Detection error: 0.009867846965789795 time: 8:28:58.378850
- B/E: 35 / 213 , Gen_loss: -0.3512333 MI_loss: 21.202454 Detection error: 0.009845495223999023 time: 8:28:59.265463
- B/E: 36 / 213 , Gen_loss: -0.35837808 MI_loss: 21.733139 Detection error: 0.00984203815460205 time: 8:29:00.237013
- B/E: 37 / 213 , Gen_loss: -0.37108755 MI_loss: 22.48852 Detection error: 0.009856104850769043 time: 8:29:01.119487
- B/E: 38 / 213 , Gen_loss: -0.34564367 MI_loss: 20.950806 Detection error: 0.009870171546936035 time: 8:29:02.005031
- B/E: 39 / 213 , Gen_loss: -0.35908544 MI_loss: 21.604597 Detection error: 0.009855449199676514 time: 8:29:02.891796
- B/E: 40 / 213 , Gen_loss: -0.36765057 MI_loss: 22.35368 Detection error: 0.009858965873718262 time: 8:29:03.780131
- B/E: 41 / 213 , Gen_loss: -0.36782184 MI_loss: 22.099485 Detection error: 0.00985938310623169 time: 8:29:04.673785
- B/E: 42 / 213 , Gen_loss: -0.3575854 MI_loss: 21.58952 Detection error: 0.00984954833984375 time: 8:29:05.507176
- B/E: 43 / 213 , Gen_loss: -0.37050235 MI_loss: 22.388527 Detection error: 0.009848713874816895 time: 8:29:06.354331
- B/E: 44 / 213 , Gen_loss: -0.3491523 MI_loss: 21.198866 Detection error: 0.00986945629119873 time: 8:29:07.155917
- B/E: 45 / 213 , Gen_loss: -0.36439216 MI_loss: 21.990532 Detection error: 0.009867548942565918 time: 8:29:07.971382
- B/E: 46 / 213 , Gen_loss: -0.3528406 MI_loss: 21.40386 Detection error: 0.009887635707855225 time: 8:29:08.865312
- B/E: 47 / 213 , Gen_loss: -0.3591188 MI_loss: 21.725014 Detection error: 0.00988149642944336 time: 8:29:09.741334
- B/E: 48 / 213 , Gen_loss: -0.35106546 MI_loss: 21.317295 Detection error: 0.00989985466003418 time: 8:29:10.623931
- B/E: 49 / 213 , Gen_loss: -0.3521129 MI_loss: 21.260506 Detection error: 0.009906888008117676 time: 8:29:11.519000
- B/E: 50 / 213 , Gen_loss: -0.37039828 MI_loss: 22.433125 Detection error: 0.009914219379425049 time: 8:29:12.406752
- B/E: 51 / 213 , Gen_loss: -0.3555104 MI_loss: 21.627739 Detection error: 0.009922504425048828 time: 8:29:13.214795
- B/E: 52 / 213 , Gen_loss: -0.36497205 MI_loss: 22.08733 Detection error: 0.009921014308929443 time: 8:29:14.213800
- B/E: 53 / 213 , Gen_loss: -0.3658812 MI_loss: 22.206457 Detection error: 0.009936928749084473 time: 8:29:15.096025
- B/E: 54 / 213 , Gen_loss: -0.3563392 MI_loss: 21.46356 Detection error: 0.00993579626083374 time: 8:29:15.976729
- B/E: 55 / 213 , Gen_loss: -0.35982755 MI_loss: 21.73 Detection error: 0.009911298751831055 time: 8:29:16.875866
- B/E: 56 / 213 , Gen_loss: -0.36988035 MI_loss: 22.353859 Detection error: 0.009891986846923828 time: 8:29:17.781524
- B/E: 57 / 213 , Gen_loss: -0.35486332 MI_loss: 21.444145 Detection error: 0.009899795055389404 time: 8:29:18.634573
- B/E: 58 / 213 , Gen_loss: -0.35766372 MI_loss: 21.602537 Detection error: 0.00988239049911499 time: 8:29:19.449048
- B/E: 59 / 213 , Gen_loss: -0.36086982 MI_loss: 21.965334 Detection error: 0.00991356372833252 time: 8:29:20.228464
- B/E: 60 / 213 , Gen_loss: -0.3647653 MI_loss: 22.029274 Detection error: 0.009897053241729736 time: 8:29:20.997731
- B/E: 61 / 213 , Gen_loss: -0.3538571 MI_loss: 21.436958 Detection error: 0.009900212287902832 time: 8:29:21.880638
- B/E: 62 / 213 , Gen_loss: -0.3630333 MI_loss: 22.005642 Detection error: 0.009911715984344482 time: 8:29:22.764385
- B/E: 63 / 213 , Gen_loss: -0.36075905 MI_loss: 21.895039 Detection error: 0.009907245635986328 time: 8:29:23.647319
- B/E: 64 / 213 , Gen_loss: -0.36071676 MI_loss: 21.905842 Detection error: 0.00990670919418335 time: 8:29:24.532683
- B/E: 65 / 213 , Gen_loss: -0.3567234 MI_loss: 21.561543 Detection error: 0.009903430938720703 time: 8:29:25.414959
- B/E: 66 / 213 , Gen_loss: -0.3565564 MI_loss: 21.688318 Detection error: 0.009904861450195312 time: 8:29:26.290430
- B/E: 67 / 213 , Gen_loss: -0.36798617 MI_loss: 22.224485 Detection error: 0.009901165962219238 time: 8:29:27.152049
- B/E: 68 / 213 , Gen_loss: -0.3571376 MI_loss: 21.683538 Detection error: 0.009903967380523682 time: 8:29:28.134392
- B/E: 69 / 213 , Gen_loss: -0.35831845 MI_loss: 21.705706 Detection error: 0.009913384914398193 time: 8:29:29.018967
- B/E: 70 / 213 , Gen_loss: -0.36578682 MI_loss: 22.093779 Detection error: 0.009905397891998291 time: 8:29:29.904948
- B/E: 71 / 213 , Gen_loss: -0.35729274 MI_loss: 21.737953 Detection error: 0.009907960891723633 time: 8:29:30.786970
- B/E: 72 / 213 , Gen_loss: -0.35883075 MI_loss: 21.663656 Detection error: 0.009901106357574463 time: 8:29:31.674311
- B/E: 73 / 213 , Gen_loss: -0.36176157 MI_loss: 21.956362 Detection error: 0.009896516799926758 time: 8:29:32.565909
- B/E: 74 / 213 , Gen_loss: -0.35092717 MI_loss: 21.36565 Detection error: 0.009899139404296875 time: 8:29:33.363526
- B/E: 75 / 213 , Gen_loss: -0.36070418 MI_loss: 21.956009 Detection error: 0.009894311428070068 time: 8:29:34.145499
- B/E: 76 / 213 , Gen_loss: -0.36211202 MI_loss: 22.003826 Detection error: 0.009892880916595459 time: 8:29:35.018027
- B/E: 77 / 213 , Gen_loss: -0.3664359 MI_loss: 22.171234 Detection error: 0.0098954439163208 time: 8:29:35.909906
- B/E: 78 / 213 , Gen_loss: -0.36427078 MI_loss: 22.083426 Detection error: 0.009887278079986572 time: 8:29:36.798922
- B/E: 79 / 213 , Gen_loss: -0.36424667 MI_loss: 22.106842 Detection error: 0.009900808334350586 time: 8:29:37.685013
- B/E: 80 / 213 , Gen_loss: -0.3530099 MI_loss: 21.482698 Detection error: 0.009916305541992188 time: 8:29:38.488683
- B/E: 81 / 213 , Gen_loss: -0.35514864 MI_loss: 21.484655 Detection error: 0.009905099868774414 time: 8:29:39.261749
- B/E: 82 / 213 , Gen_loss: -0.3624887 MI_loss: 21.904871 Detection error: 0.009904742240905762 time: 8:29:40.034004
- B/E: 83 / 213 , Gen_loss: -0.36683822 MI_loss: 22.347929 Detection error: 0.009907007217407227 time: 8:29:40.814879
- B/E: 84 / 213 , Gen_loss: -0.3602387 MI_loss: 21.922644 Detection error: 0.009901821613311768 time: 8:29:41.793421
- B/E: 85 / 213 , Gen_loss: -0.36160797 MI_loss: 21.760187 Detection error: 0.009883344173431396 time: 8:29:42.683237
- B/E: 86 / 213 , Gen_loss: -0.35970733 MI_loss: 21.786617 Detection error: 0.009880006313323975 time: 8:29:43.571734
- B/E: 87 / 213 , Gen_loss: -0.35437018 MI_loss: 21.496965 Detection error: 0.009863615036010742 time: 8:29:44.459385
- B/E: 88 / 213 , Gen_loss: -0.35208833 MI_loss: 21.524052 Detection error: 0.009857118129730225 time: 8:29:45.343331
- B/E: 89 / 213 , Gen_loss: -0.35993508 MI_loss: 21.94331 Detection error: 0.009865999221801758 time: 8:29:46.226889
- B/E: 90 / 213 , Gen_loss: -0.35971028 MI_loss: 21.807264 Detection error: 0.009866416454315186 time: 8:29:47.118000
- B/E: 91 / 213 , Gen_loss: -0.3571952 MI_loss: 21.65561 Detection error: 0.009870946407318115 time: 8:29:48.000808
- B/E: 92 / 213 , Gen_loss: -0.35157236 MI_loss: 21.098999 Detection error: 0.009855151176452637 time: 8:29:48.819035
- B/E: 93 / 213 , Gen_loss: -0.35335875 MI_loss: 21.389751 Detection error: 0.00986170768737793 time: 8:29:49.744807
- B/E: 94 / 213 , Gen_loss: -0.35238588 MI_loss: 21.482292 Detection error: 0.009870052337646484 time: 8:29:50.630925
- B/E: 95 / 213 , Gen_loss: -0.35809895 MI_loss: 21.719383 Detection error: 0.009877622127532959 time: 8:29:51.507087
- B/E: 96 / 213 , Gen_loss: -0.35182208 MI_loss: 21.2769 Detection error: 0.009879529476165771 time: 8:29:52.389289
- B/E: 97 / 213 , Gen_loss: -0.35962084 MI_loss: 21.828876 Detection error: 0.009868919849395752 time: 8:29:53.281897
- B/E: 98 / 213 , Gen_loss: -0.3669369 MI_loss: 22.146797 Detection error: 0.009859204292297363 time: 8:29:54.174017
- B/E: 99 / 213 , Gen_loss: -0.36353904 MI_loss: 22.107193 Detection error: 0.009860336780548096 time: 8:29:55.050465
- B/E: 100 / 213 , Gen_loss: -0.35998455 MI_loss: 21.892435 Detection error: 0.00985950231552124 time: 8:29:56.012923
- B/E: 101 / 213 , Gen_loss: -0.3619486 MI_loss: 21.942617 Detection error: 0.009865820407867432 time: 8:29:56.924241
- B/E: 102 / 213 , Gen_loss: -0.36503357 MI_loss: 22.142511 Detection error: 0.0098646879196167 time: 8:29:57.750656
- B/E: 103 / 213 , Gen_loss: -0.35587624 MI_loss: 21.628544 Detection error: 0.009862661361694336 time: 8:29:58.523138
- B/E: 104 / 213 , Gen_loss: -0.35793105 MI_loss: 21.626556 Detection error: 0.00986248254776001 time: 8:29:59.438692
- B/E: 105 / 213 , Gen_loss: -0.3574679 MI_loss: 21.66258 Detection error: 0.009861171245574951 time: 8:30:00.321004
- B/E: 106 / 213 , Gen_loss: -0.3525357 MI_loss: 21.306917 Detection error: 0.009862720966339111 time: 8:30:01.197496
- B/E: 107 / 213 , Gen_loss: -0.36408657 MI_loss: 22.072298 Detection error: 0.009863734245300293 time: 8:30:02.074344
- B/E: 108 / 213 , Gen_loss: -0.36362594 MI_loss: 22.063757 Detection error: 0.00986325740814209 time: 8:30:02.972577
- B/E: 109 / 213 , Gen_loss: -0.35432732 MI_loss: 21.393013 Detection error: 0.009860515594482422 time: 8:30:03.859088
- B/E: 110 / 213 , Gen_loss: -0.3531254 MI_loss: 21.247803 Detection error: 0.009856700897216797 time: 8:30:04.742501
- B/E: 111 / 213 , Gen_loss: -0.3764161 MI_loss: 22.905548 Detection error: 0.009853541851043701 time: 8:30:05.637583
- B/E: 112 / 213 , Gen_loss: -0.36645332 MI_loss: 22.074495 Detection error: 0.009852051734924316 time: 8:30:06.522206
- B/E: 113 / 213 , Gen_loss: -0.36601728 MI_loss: 22.22626 Detection error: 0.009858012199401855 time: 8:30:07.402007
- B/E: 114 / 213 , Gen_loss: -0.36530036 MI_loss: 22.260405 Detection error: 0.009860336780548096 time: 8:30:08.283313
- B/E: 115 / 213 , Gen_loss: -0.36250502 MI_loss: 21.733768 Detection error: 0.009853720664978027 time: 8:30:09.172189
- B/E: 116 / 213 , Gen_loss: -0.3602013 MI_loss: 21.894844 Detection error: 0.00985497236251831 time: 8:30:10.154039
- B/E: 117 / 213 , Gen_loss: -0.3513293 MI_loss: 21.43946 Detection error: 0.009854316711425781 time: 8:30:11.040889
- B/E: 118 / 213 , Gen_loss: -0.35914975 MI_loss: 21.722673 Detection error: 0.009847700595855713 time: 8:30:11.932877
- B/E: 119 / 213 , Gen_loss: -0.3657533 MI_loss: 22.231197 Detection error: 0.009843230247497559 time: 8:30:12.819510
- B/E: 120 / 213 , Gen_loss: -0.35194916 MI_loss: 21.380476 Detection error: 0.00984114408493042 time: 8:30:13.705295
- B/E: 121 / 213 , Gen_loss: -0.36525774 MI_loss: 22.075184 Detection error: 0.009845554828643799 time: 8:30:14.600118
- B/E: 122 / 213 , Gen_loss: -0.35323352 MI_loss: 21.327099 Detection error: 0.009835898876190186 time: 8:30:15.486155
- B/E: 123 / 213 , Gen_loss: -0.35828334 MI_loss: 21.609596 Detection error: 0.009832382202148438 time: 8:30:16.378524
- B/E: 124 / 213 , Gen_loss: -0.35997579 MI_loss: 21.757284 Detection error: 0.009831726551055908 time: 8:30:17.266191
- B/E: 125 / 213 , Gen_loss: -0.34488094 MI_loss: 20.93178 Detection error: 0.009831845760345459 time: 8:30:18.153485
- B/E: 126 / 213 , Gen_loss: -0.3607683 MI_loss: 21.98709 Detection error: 0.009840071201324463 time: 8:30:19.038291
- B/E: 127 / 213 , Gen_loss: -0.3538403 MI_loss: 21.468584 Detection error: 0.009838640689849854 time: 8:30:19.926806
- B/E: 128 / 213 , Gen_loss: -0.35401186 MI_loss: 21.559969 Detection error: 0.009847879409790039 time: 8:30:20.816862
- B/E: 129 / 213 , Gen_loss: -0.37356162 MI_loss: 22.521992 Detection error: 0.009850502014160156 time: 8:30:21.698720
- B/E: 130 / 213 , Gen_loss: -0.36300516 MI_loss: 21.891176 Detection error: 0.009855926036834717 time: 8:30:22.586610
- B/E: 131 / 213 , Gen_loss: -0.35595766 MI_loss: 21.662521 Detection error: 0.009858667850494385 time: 8:30:23.476022
- B/E: 132 / 213 , Gen_loss: -0.37270862 MI_loss: 22.534414 Detection error: 0.009856879711151123 time: 8:30:24.463538
- B/E: 133 / 213 , Gen_loss: -0.35600823 MI_loss: 21.611479 Detection error: 0.009860754013061523 time: 8:30:25.345181
- B/E: 134 / 213 , Gen_loss: -0.3519544 MI_loss: 21.531206 Detection error: 0.009866178035736084 time: 8:30:26.233173
- B/E: 135 / 213 , Gen_loss: -0.37227502 MI_loss: 22.57206 Detection error: 0.009866714477539062 time: 8:30:27.144359
- B/E: 136 / 213 , Gen_loss: -0.3589911 MI_loss: 21.609516 Detection error: 0.00987023115158081 time: 8:30:28.028583
- B/E: 137 / 213 , Gen_loss: -0.35475683 MI_loss: 21.425917 Detection error: 0.009872734546661377 time: 8:30:28.911111
- B/E: 138 / 213 , Gen_loss: -0.36882237 MI_loss: 22.45543 Detection error: 0.009875476360321045 time: 8:30:29.803462
- B/E: 139 / 213 , Gen_loss: -0.36313772 MI_loss: 22.108839 Detection error: 0.009882569313049316 time: 8:30:30.690220
- B/E: 140 / 213 , Gen_loss: -0.35605222 MI_loss: 21.596132 Detection error: 0.009882330894470215 time: 8:30:31.574083
- B/E: 141 / 213 , Gen_loss: -0.362613 MI_loss: 21.83352 Detection error: 0.00987941026687622 time: 8:30:32.465901
- B/E: 142 / 213 , Gen_loss: -0.36243042 MI_loss: 21.992933 Detection error: 0.009881556034088135 time: 8:30:33.363551
- B/E: 143 / 213 , Gen_loss: -0.37132803 MI_loss: 22.496742 Detection error: 0.009877622127532959 time: 8:30:34.206948
- B/E: 144 / 213 , Gen_loss: -0.3599143 MI_loss: 21.820295 Detection error: 0.009887516498565674 time: 8:30:35.101936
- B/E: 145 / 213 , Gen_loss: -0.35264206 MI_loss: 21.358185 Detection error: 0.009892523288726807 time: 8:30:36.017090
- B/E: 146 / 213 , Gen_loss: -0.3524707 MI_loss: 21.338625 Detection error: 0.009895622730255127 time: 8:30:36.904780
- B/E: 147 / 213 , Gen_loss: -0.36118835 MI_loss: 21.85365 Detection error: 0.009896337985992432 time: 8:30:37.788604
- B/E: 148 / 213 , Gen_loss: -0.36162552 MI_loss: 21.905252 Detection error: 0.009898900985717773 time: 8:30:38.780619
- B/E: 149 / 213 , Gen_loss: -0.36789912 MI_loss: 22.4957 Detection error: 0.009904563426971436 time: 8:30:39.667519
-
- Test Loss: 10.264399 Test Error: 0.01068335771560669
- -----
- EPOCH: 214
- B/E: 0 / 214 , Gen_loss: -0.36221683 MI_loss: 21.913914 Detection error: 0.010187506675720215 time: 8:30:41.627896
- B/E: 1 / 214 , Gen_loss: -0.34845182 MI_loss: 21.162842 Detection error: 0.010312497615814209 time: 8:31:12.558936
- B/E: 2 / 214 , Gen_loss: -0.35445884 MI_loss: 21.449926 Detection error: 0.009729146957397461 time: 8:31:13.498465
- B/E: 3 / 214 , Gen_loss: -0.3633167 MI_loss: 21.999695 Detection error: 0.009664058685302734 time: 8:31:14.388408
- B/E: 4 / 214 , Gen_loss: -0.35275623 MI_loss: 21.50195 Detection error: 0.009693741798400879 time: 8:31:15.275837
- B/E: 5 / 214 , Gen_loss: -0.36888078 MI_loss: 22.428215 Detection error: 0.009781241416931152 time: 8:31:16.115394
- B/E: 6 / 214 , Gen_loss: -0.36162874 MI_loss: 22.08532 Detection error: 0.009839296340942383 time: 8:31:16.950716
- B/E: 7 / 214 , Gen_loss: -0.36377513 MI_loss: 22.151136 Detection error: 0.009925782680511475 time: 8:31:17.850829
- B/E: 8 / 214 , Gen_loss: -0.36084706 MI_loss: 21.964567 Detection error: 0.009874999523162842 time: 8:31:18.734047
- B/E: 9 / 214 , Gen_loss: -0.37692395 MI_loss: 22.838543 Detection error: 0.009821891784667969 time: 8:31:19.624321
- B/E: 10 / 214 , Gen_loss: -0.3697868 MI_loss: 22.438171 Detection error: 0.009835243225097656 time: 8:31:20.607784
- B/E: 11 / 214 , Gen_loss: -0.3579275 MI_loss: 21.67128 Detection error: 0.009864568710327148 time: 8:31:21.493401
- B/E: 12 / 214 , Gen_loss: -0.3619361 MI_loss: 21.937595 Detection error: 0.009939908981323242 time: 8:31:22.380090
- B/E: 13 / 214 , Gen_loss: -0.35567936 MI_loss: 21.418467 Detection error: 0.009933054447174072 time: 8:31:23.252394
- B/E: 14 / 214 , Gen_loss: -0.36667147 MI_loss: 22.095161 Detection error: 0.009927093982696533 time: 8:31:24.112636
- B/E: 15 / 214 , Gen_loss: -0.36926383 MI_loss: 22.323044 Detection error: 0.009917974472045898 time: 8:31:24.961274
- B/E: 16 / 214 , Gen_loss: -0.36691365 MI_loss: 22.102064 Detection error: 0.009917259216308594 time: 8:31:25.879794
- B/E: 17 / 214 , Gen_loss: -0.361085 MI_loss: 21.895033 Detection error: 0.0098801851272583 time: 8:31:26.765716
- B/E: 18 / 214 , Gen_loss: -0.35766554 MI_loss: 21.678324 Detection error: 0.009845376014709473 time: 8:31:27.647290
- B/E: 19 / 214 , Gen_loss: -0.36254755 MI_loss: 22.166466 Detection error: 0.009828150272369385 time: 8:31:28.534645
- B/E: 20 / 214 , Gen_loss: -0.3600231 MI_loss: 21.79405 Detection error: 0.00985562801361084 time: 8:31:29.419270
- B/E: 21 / 214 , Gen_loss: -0.34631014 MI_loss: 21.027954 Detection error: 0.009872138500213623 time: 8:31:30.339596
- B/E: 22 / 214 , Gen_loss: -0.36420467 MI_loss: 21.950346 Detection error: 0.009857356548309326 time: 8:31:31.227018
- B/E: 23 / 214 , Gen_loss: -0.3680597 MI_loss: 22.206993 Detection error: 0.009854137897491455 time: 8:31:32.114895
- B/E: 24 / 214 , Gen_loss: -0.3530872 MI_loss: 21.511707 Detection error: 0.009861230850219727 time: 8:31:33.001189
- B/E: 25 / 214 , Gen_loss: -0.35701194 MI_loss: 21.641207 Detection error: 0.00985574722290039 time: 8:31:33.966386
- B/E: 26 / 214 , Gen_loss: -0.34771037 MI_loss: 21.159487 Detection error: 0.00991666316986084 time: 8:31:34.852344
- B/E: 27 / 214 , Gen_loss: -0.35025743 MI_loss: 21.31858 Detection error: 0.009921848773956299 time: 8:31:35.735731
- B/E: 28 / 214 , Gen_loss: -0.37431288 MI_loss: 22.734531 Detection error: 0.009925663471221924 time: 8:31:36.624709
- B/E: 29 / 214 , Gen_loss: -0.35461572 MI_loss: 21.525614 Detection error: 0.009946882724761963 time: 8:31:37.517501
- B/E: 30 / 214 , Gen_loss: -0.3525379 MI_loss: 21.255392 Detection error: 0.009916305541992188 time: 8:31:38.401069
- B/E: 31 / 214 , Gen_loss: -0.35316867 MI_loss: 21.447653 Detection error: 0.009890615940093994 time: 8:31:39.286784
- B/E: 32 / 214 , Gen_loss: -0.3563272 MI_loss: 21.638302 Detection error: 0.009897708892822266 time: 8:31:40.177440
- B/E: 33 / 214 , Gen_loss: -0.35847378 MI_loss: 21.74808 Detection error: 0.009857535362243652 time: 8:31:41.012412
- B/E: 34 / 214 , Gen_loss: -0.35906988 MI_loss: 21.699257 Detection error: 0.009861588478088379 time: 8:31:41.787648
- B/E: 35 / 214 , Gen_loss: -0.36169618 MI_loss: 21.870665 Detection error: 0.009857654571533203 time: 8:31:42.564624
- B/E: 36 / 214 , Gen_loss: -0.36438063 MI_loss: 22.065489 Detection error: 0.009868264198303223 time: 8:31:43.341751
- B/E: 37 / 214 , Gen_loss: -0.3695727 MI_loss: 22.474907 Detection error: 0.009860217571258545 time: 8:31:44.115829
- B/E: 38 / 214 , Gen_loss: -0.3565873 MI_loss: 21.573837 Detection error: 0.009874224662780762 time: 8:31:44.886661
- B/E: 39 / 214 , Gen_loss: -0.36265498 MI_loss: 21.846878 Detection error: 0.009853124618530273 time: 8:31:45.666429
- B/E: 40 / 214 , Gen_loss: -0.3617109 MI_loss: 21.917818 Detection error: 0.009852886199951172 time: 8:31:46.445731
- B/E: 41 / 214 , Gen_loss: -0.35889393 MI_loss: 21.782648 Detection error: 0.009849727153778076 time: 8:31:47.322766
- B/E: 42 / 214 , Gen_loss: -0.36294115 MI_loss: 21.92207 Detection error: 0.009854674339294434 time: 8:31:48.096205
- B/E: 43 / 214 , Gen_loss: -0.35724384 MI_loss: 21.635506 Detection error: 0.009852290153503418 time: 8:31:48.895637
- B/E: 44 / 214 , Gen_loss: -0.36200243 MI_loss: 21.983625 Detection error: 0.009858310222625732 time: 8:31:49.757627
- B/E: 45 / 214 , Gen_loss: -0.35910192 MI_loss: 21.870531 Detection error: 0.00986415147781372 time: 8:31:50.644429
- B/E: 46 / 214 , Gen_loss: -0.354313 MI_loss: 21.501434 Detection error: 0.009881675243377686 time: 8:31:51.533798
- B/E: 47 / 214 , Gen_loss: -0.3587499 MI_loss: 21.776869 Detection error: 0.0098801851272583 time: 8:31:52.445203
- B/E: 48 / 214 , Gen_loss: -0.3582468 MI_loss: 21.740776 Detection error: 0.009889006614685059 time: 8:31:53.314419
- B/E: 49 / 214 , Gen_loss: -0.36177045 MI_loss: 22.012695 Detection error: 0.009903132915496826 time: 8:31:54.136223
- B/E: 50 / 214 , Gen_loss: -0.35730863 MI_loss: 21.766064 Detection error: 0.009905040264129639 time: 8:31:55.038096
- B/E: 51 / 214 , Gen_loss: -0.3607806 MI_loss: 21.941132 Detection error: 0.009908676147460938 time: 8:31:55.946457
- B/E: 52 / 214 , Gen_loss: -0.3717909 MI_loss: 22.56252 Detection error: 0.009910404682159424 time: 8:31:56.830670
- B/E: 53 / 214 , Gen_loss: -0.36518246 MI_loss: 22.049854 Detection error: 0.009925365447998047 time: 8:31:57.710963
- B/E: 54 / 214 , Gen_loss: -0.35734156 MI_loss: 21.640348 Detection error: 0.009915351867675781 time: 8:31:58.601486
- B/E: 55 / 214 , Gen_loss: -0.36697605 MI_loss: 22.174889 Detection error: 0.009908497333526611 time: 8:31:59.487926
- B/E: 56 / 214 , Gen_loss: -0.35795066 MI_loss: 21.772709 Detection error: 0.009894192218780518 time: 8:32:00.369617
- B/E: 57 / 214 , Gen_loss: -0.36793804 MI_loss: 22.414904 Detection error: 0.009891688823699951 time: 8:32:01.347115
- B/E: 58 / 214 , Gen_loss: -0.3597928 MI_loss: 21.87616 Detection error: 0.009883463382720947 time: 8:32:02.234129
- B/E: 59 / 214 , Gen_loss: -0.36165792 MI_loss: 21.99332 Detection error: 0.009897410869598389 time: 8:32:03.121706
- B/E: 60 / 214 , Gen_loss: -0.3708234 MI_loss: 22.434984 Detection error: 0.009893417358398438 time: 8:32:04.003411
- B/E: 61 / 214 , Gen_loss: -0.35773715 MI_loss: 21.763582 Detection error: 0.009898185729980469 time: 8:32:04.885617
- B/E: 62 / 214 , Gen_loss: -0.36464837 MI_loss: 22.162107 Detection error: 0.009897828102111816 time: 8:32:05.772231
- B/E: 63 / 214 , Gen_loss: -0.35447618 MI_loss: 21.559204 Detection error: 0.009904325008392334 time: 8:32:06.655810
- B/E: 64 / 214 , Gen_loss: -0.3504973 MI_loss: 21.17436 Detection error: 0.0098952054977417 time: 8:32:07.540294
- B/E: 65 / 214 , Gen_loss: -0.3594926 MI_loss: 21.88766 Detection error: 0.009898662567138672 time: 8:32:08.420737
- B/E: 66 / 214 , Gen_loss: -0.37153322 MI_loss: 22.421751 Detection error: 0.009900212287902832 time: 8:32:09.304137
- B/E: 67 / 214 , Gen_loss: -0.35897198 MI_loss: 21.651592 Detection error: 0.009884178638458252 time: 8:32:10.185965
- B/E: 68 / 214 , Gen_loss: -0.34837142 MI_loss: 21.272064 Detection error: 0.009899437427520752 time: 8:32:11.075245
- B/E: 69 / 214 , Gen_loss: -0.36550188 MI_loss: 22.29613 Detection error: 0.009904444217681885 time: 8:32:11.962769
- B/E: 70 / 214 , Gen_loss: -0.360692 MI_loss: 21.69702 Detection error: 0.009899675846099854 time: 8:32:12.846902
- B/E: 71 / 214 , Gen_loss: -0.35334042 MI_loss: 21.426792 Detection error: 0.00990670919418335 time: 8:32:13.733769
- B/E: 72 / 214 , Gen_loss: -0.3624037 MI_loss: 21.886898 Detection error: 0.009900689125061035 time: 8:32:14.625398
- B/E: 73 / 214 , Gen_loss: -0.36301255 MI_loss: 22.101295 Detection error: 0.009896516799926758 time: 8:32:15.594478
- B/E: 74 / 214 , Gen_loss: -0.363936 MI_loss: 21.960516 Detection error: 0.009895026683807373 time: 8:32:16.503956
- B/E: 75 / 214 , Gen_loss: -0.35419026 MI_loss: 21.349365 Detection error: 0.009891867637634277 time: 8:32:17.387445
- B/E: 76 / 214 , Gen_loss: -0.3526882 MI_loss: 21.387291 Detection error: 0.009897708892822266 time: 8:32:18.275544
- B/E: 77 / 214 , Gen_loss: -0.36072382 MI_loss: 21.728033 Detection error: 0.00989300012588501 time: 8:32:19.162420
- B/E: 78 / 214 , Gen_loss: -0.36294043 MI_loss: 21.814678 Detection error: 0.00988924503326416 time: 8:32:20.054856
- B/E: 79 / 214 , Gen_loss: -0.36488625 MI_loss: 22.138626 Detection error: 0.00989454984664917 time: 8:32:20.940243
- B/E: 80 / 214 , Gen_loss: -0.3530402 MI_loss: 21.43769 Detection error: 0.009901225566864014 time: 8:32:21.824797
- B/E: 81 / 214 , Gen_loss: -0.3530221 MI_loss: 21.280716 Detection error: 0.009895563125610352 time: 8:32:22.714250
- B/E: 82 / 214 , Gen_loss: -0.3573994 MI_loss: 21.609093 Detection error: 0.009890437126159668 time: 8:32:23.595872
- B/E: 83 / 214 , Gen_loss: -0.35676986 MI_loss: 21.725393 Detection error: 0.0098954439163208 time: 8:32:24.482188
- B/E: 84 / 214 , Gen_loss: -0.36082867 MI_loss: 21.932106 Detection error: 0.009896695613861084 time: 8:32:25.368188
- B/E: 85 / 214 , Gen_loss: -0.3596259 MI_loss: 21.639994 Detection error: 0.00987464189529419 time: 8:32:26.259566
- B/E: 86 / 214 , Gen_loss: -0.3609528 MI_loss: 21.790112 Detection error: 0.00987321138381958 time: 8:32:27.145897
- B/E: 87 / 214 , Gen_loss: -0.3588482 MI_loss: 21.761177 Detection error: 0.009858310222625732 time: 8:32:28.030797
- B/E: 88 / 214 , Gen_loss: -0.35810265 MI_loss: 21.762009 Detection error: 0.009856045246124268 time: 8:32:28.936411
- B/E: 89 / 214 , Gen_loss: -0.3525251 MI_loss: 21.507448 Detection error: 0.00985938310623169 time: 8:32:29.900595
- B/E: 90 / 214 , Gen_loss: -0.3670454 MI_loss: 22.171185 Detection error: 0.009865045547485352 time: 8:32:30.806552
- B/E: 91 / 214 , Gen_loss: -0.35221517 MI_loss: 21.552467 Detection error: 0.009871602058410645 time: 8:32:31.711966
- B/E: 92 / 214 , Gen_loss: -0.35738918 MI_loss: 21.65147 Detection error: 0.009861230850219727 time: 8:32:32.600135
- B/E: 93 / 214 , Gen_loss: -0.3505897 MI_loss: 21.2346 Detection error: 0.009859025478363037 time: 8:32:33.488328
- B/E: 94 / 214 , Gen_loss: -0.3566384 MI_loss: 21.727503 Detection error: 0.009873032569885254 time: 8:32:34.396506
- B/E: 95 / 214 , Gen_loss: -0.35688263 MI_loss: 21.655754 Detection error: 0.009873032569885254 time: 8:32:35.282863
- B/E: 96 / 214 , Gen_loss: -0.36531073 MI_loss: 22.157509 Detection error: 0.009872078895568848 time: 8:32:36.117094
- B/E: 97 / 214 , Gen_loss: -0.36806887 MI_loss: 22.290396 Detection error: 0.009869575500488281 time: 8:32:36.905958
- B/E: 98 / 214 , Gen_loss: -0.36605772 MI_loss: 22.160965 Detection error: 0.009853541851043701 time: 8:32:37.800344
- B/E: 99 / 214 , Gen_loss: -0.36804765 MI_loss: 22.19136 Detection error: 0.00985187292098999 time: 8:32:38.690067
- B/E: 100 / 214 , Gen_loss: -0.351173 MI_loss: 21.353968 Detection error: 0.009853959083557129 time: 8:32:39.575496
- B/E: 101 / 214 , Gen_loss: -0.36391786 MI_loss: 22.251661 Detection error: 0.00986182689666748 time: 8:32:40.461364
- B/E: 102 / 214 , Gen_loss: -0.35152876 MI_loss: 21.275312 Detection error: 0.00985652208328247 time: 8:32:41.351649
- B/E: 103 / 214 , Gen_loss: -0.3649738 MI_loss: 22.064476 Detection error: 0.009854257106781006 time: 8:32:42.237486
- B/E: 104 / 214 , Gen_loss: -0.36305583 MI_loss: 21.98972 Detection error: 0.009857714176177979 time: 8:32:43.125787
- B/E: 105 / 214 , Gen_loss: -0.36982998 MI_loss: 22.448593 Detection error: 0.009855568408966064 time: 8:32:44.108995
- B/E: 106 / 214 , Gen_loss: -0.36173487 MI_loss: 22.119797 Detection error: 0.009856045246124268 time: 8:32:44.996444
- B/E: 107 / 214 , Gen_loss: -0.3648937 MI_loss: 22.127537 Detection error: 0.009859979152679443 time: 8:32:45.879915
- B/E: 108 / 214 , Gen_loss: -0.36300424 MI_loss: 22.061647 Detection error: 0.00985950231552124 time: 8:32:46.769665
- B/E: 109 / 214 , Gen_loss: -0.36597455 MI_loss: 22.185223 Detection error: 0.009857118129730225 time: 8:32:47.668349
- B/E: 110 / 214 , Gen_loss: -0.35515028 MI_loss: 21.485928 Detection error: 0.009850800037384033 time: 8:32:48.556561
- B/E: 111 / 214 , Gen_loss: -0.376575 MI_loss: 22.816187 Detection error: 0.00984567403793335 time: 8:32:49.438318
- B/E: 112 / 214 , Gen_loss: -0.36585388 MI_loss: 22.077251 Detection error: 0.009844839572906494 time: 8:32:50.324881
- B/E: 113 / 214 , Gen_loss: -0.36925307 MI_loss: 22.443974 Detection error: 0.009853601455688477 time: 8:32:51.206657
- B/E: 114 / 214 , Gen_loss: -0.35556334 MI_loss: 21.502338 Detection error: 0.009854614734649658 time: 8:32:52.117880
- B/E: 115 / 214 , Gen_loss: -0.36425364 MI_loss: 22.028261 Detection error: 0.009849965572357178 time: 8:32:53.007168
- B/E: 116 / 214 , Gen_loss: -0.35634315 MI_loss: 21.772697 Detection error: 0.009846687316894531 time: 8:32:53.904512
- B/E: 117 / 214 , Gen_loss: -0.3514392 MI_loss: 21.349174 Detection error: 0.009847462177276611 time: 8:32:54.783918
- B/E: 118 / 214 , Gen_loss: -0.35631523 MI_loss: 21.689177 Detection error: 0.009845316410064697 time: 8:32:55.664984
- B/E: 119 / 214 , Gen_loss: -0.3590879 MI_loss: 21.947744 Detection error: 0.009839057922363281 time: 8:32:56.556055
- B/E: 120 / 214 , Gen_loss: -0.36541453 MI_loss: 22.148682 Detection error: 0.009839355945587158 time: 8:32:57.436675
- B/E: 121 / 214 , Gen_loss: -0.35694435 MI_loss: 21.566751 Detection error: 0.009841203689575195 time: 8:32:58.405179
- B/E: 122 / 214 , Gen_loss: -0.3666108 MI_loss: 22.203629 Detection error: 0.009831547737121582 time: 8:32:59.293951
- B/E: 123 / 214 , Gen_loss: -0.35425878 MI_loss: 21.561846 Detection error: 0.00982964038848877 time: 8:33:00.177945
- B/E: 124 / 214 , Gen_loss: -0.36009485 MI_loss: 21.807081 Detection error: 0.009829521179199219 time: 8:33:01.061476
- B/E: 125 / 214 , Gen_loss: -0.3492446 MI_loss: 21.151587 Detection error: 0.009827852249145508 time: 8:33:01.869106
- B/E: 126 / 214 , Gen_loss: -0.34878004 MI_loss: 21.270357 Detection error: 0.009838581085205078 time: 8:33:02.642310
- B/E: 127 / 214 , Gen_loss: -0.36435038 MI_loss: 22.10763 Detection error: 0.009835422039031982 time: 8:33:03.454499
- B/E: 128 / 214 , Gen_loss: -0.35603356 MI_loss: 21.591846 Detection error: 0.009842276573181152 time: 8:33:04.280342
- B/E: 129 / 214 , Gen_loss: -0.36616537 MI_loss: 22.200258 Detection error: 0.009848058223724365 time: 8:33:05.175978
- B/E: 130 / 214 , Gen_loss: -0.3612159 MI_loss: 21.867893 Detection error: 0.009852588176727295 time: 8:33:06.054966
- B/E: 131 / 214 , Gen_loss: -0.37410527 MI_loss: 22.575907 Detection error: 0.009860336780548096 time: 8:33:06.947456
- B/E: 132 / 214 , Gen_loss: -0.36192286 MI_loss: 21.878532 Detection error: 0.009858548641204834 time: 8:33:07.827588
- B/E: 133 / 214 , Gen_loss: -0.37855187 MI_loss: 22.880983 Detection error: 0.009858667850494385 time: 8:33:08.695584
- B/E: 134 / 214 , Gen_loss: -0.3681871 MI_loss: 22.250647 Detection error: 0.009865045547485352 time: 8:33:09.560869
- B/E: 135 / 214 , Gen_loss: -0.35519755 MI_loss: 21.546667 Detection error: 0.009866297245025635 time: 8:33:10.348739
- B/E: 136 / 214 , Gen_loss: -0.35604146 MI_loss: 21.641005 Detection error: 0.009868860244750977 time: 8:33:11.126972
- B/E: 137 / 214 , Gen_loss: -0.3525346 MI_loss: 21.365164 Detection error: 0.00987476110458374 time: 8:33:11.968921
- B/E: 138 / 214 , Gen_loss: -0.36290386 MI_loss: 22.080133 Detection error: 0.009875237941741943 time: 8:33:12.769494
- B/E: 139 / 214 , Gen_loss: -0.36003083 MI_loss: 21.771107 Detection error: 0.009878337383270264 time: 8:33:13.554662
- B/E: 140 / 214 , Gen_loss: -0.3624441 MI_loss: 21.91814 Detection error: 0.00987941026687622 time: 8:33:14.393055
- B/E: 141 / 214 , Gen_loss: -0.35667044 MI_loss: 21.433598 Detection error: 0.0098763108253479 time: 8:33:15.145837
- B/E: 142 / 214 , Gen_loss: -0.35084128 MI_loss: 21.198603 Detection error: 0.00987476110458374 time: 8:33:15.904019
- B/E: 143 / 214 , Gen_loss: -0.3741402 MI_loss: 22.598734 Detection error: 0.009873032569885254 time: 8:33:16.658012
- B/E: 144 / 214 , Gen_loss: -0.35143158 MI_loss: 21.236454 Detection error: 0.009882569313049316 time: 8:33:17.428642
- B/E: 145 / 214 , Gen_loss: -0.36309367 MI_loss: 21.961731 Detection error: 0.009892106056213379 time: 8:33:18.216157
- B/E: 146 / 214 , Gen_loss: -0.3690402 MI_loss: 22.342438 Detection error: 0.009891390800476074 time: 8:33:18.988715
- B/E: 147 / 214 , Gen_loss: -0.37391603 MI_loss: 22.74823 Detection error: 0.009892523288726807 time: 8:33:19.754980
- B/E: 148 / 214 , Gen_loss: -0.35765478 MI_loss: 21.707024 Detection error: 0.009894311428070068 time: 8:33:20.520171
- B/E: 149 / 214 , Gen_loss: -0.36456314 MI_loss: 22.244473 Detection error: 0.009901642799377441 time: 8:33:21.383501
-
- Test Loss: 10.258773 Test Error: 0.010658323764801025
- -----
- EPOCH: 215
- B/E: 0 / 215 , Gen_loss: -0.35203487 MI_loss: 21.301373 Detection error: 0.010281264781951904 time: 8:33:23.330320
- B/E: 1 / 215 , Gen_loss: -0.35073626 MI_loss: 21.363407 Detection error: 0.01006251573562622 time: 8:33:54.449265
- B/E: 2 / 215 , Gen_loss: -0.35389575 MI_loss: 21.269138 Detection error: 0.00970834493637085 time: 8:33:55.493040
- B/E: 3 / 215 , Gen_loss: -0.368344 MI_loss: 22.45097 Detection error: 0.009695291519165039 time: 8:33:56.398641
- B/E: 4 / 215 , Gen_loss: -0.36240214 MI_loss: 22.076645 Detection error: 0.009774982929229736 time: 8:33:57.299743
- B/E: 5 / 215 , Gen_loss: -0.36022532 MI_loss: 21.789795 Detection error: 0.009744763374328613 time: 8:33:58.195830
- B/E: 6 / 215 , Gen_loss: -0.35981682 MI_loss: 21.840855 Detection error: 0.009794652462005615 time: 8:33:59.072464
- B/E: 7 / 215 , Gen_loss: -0.3714242 MI_loss: 22.485857 Detection error: 0.009816408157348633 time: 8:33:59.948147
- B/E: 8 / 215 , Gen_loss: -0.349772 MI_loss: 21.11002 Detection error: 0.009802103042602539 time: 8:34:00.834605
- B/E: 9 / 215 , Gen_loss: -0.35795158 MI_loss: 21.721792 Detection error: 0.009790599346160889 time: 8:34:01.725966
- B/E: 10 / 215 , Gen_loss: -0.36254838 MI_loss: 22.031141 Detection error: 0.009820997714996338 time: 8:34:02.620091
- B/E: 11 / 215 , Gen_loss: -0.36508337 MI_loss: 22.031458 Detection error: 0.009830713272094727 time: 8:34:03.517390
- B/E: 12 / 215 , Gen_loss: -0.35889006 MI_loss: 21.880484 Detection error: 0.009923100471496582 time: 8:34:04.428174
- B/E: 13 / 215 , Gen_loss: -0.37281692 MI_loss: 22.552534 Detection error: 0.009908497333526611 time: 8:34:05.330993
- B/E: 14 / 215 , Gen_loss: -0.35738927 MI_loss: 21.667887 Detection error: 0.009889602661132812 time: 8:34:06.233160
- B/E: 15 / 215 , Gen_loss: -0.35457438 MI_loss: 21.42867 Detection error: 0.009882807731628418 time: 8:34:07.135004
- B/E: 16 / 215 , Gen_loss: -0.35644573 MI_loss: 21.319565 Detection error: 0.009863972663879395 time: 8:34:08.031734
- B/E: 17 / 215 , Gen_loss: -0.3539404 MI_loss: 21.441772 Detection error: 0.00984203815460205 time: 8:34:08.928614
- B/E: 18 / 215 , Gen_loss: -0.34801066 MI_loss: 21.071096 Detection error: 0.009810864925384521 time: 8:34:09.912205
- B/E: 19 / 215 , Gen_loss: -0.34553295 MI_loss: 20.99324 Detection error: 0.009807825088500977 time: 8:34:10.810643
- B/E: 20 / 215 , Gen_loss: -0.35400358 MI_loss: 21.430523 Detection error: 0.009837806224822998 time: 8:34:11.706115
- B/E: 21 / 215 , Gen_loss: -0.3640651 MI_loss: 22.217384 Detection error: 0.00984656810760498 time: 8:34:12.606174
- B/E: 22 / 215 , Gen_loss: -0.35715666 MI_loss: 21.570646 Detection error: 0.00982201099395752 time: 8:34:13.510027
- B/E: 23 / 215 , Gen_loss: -0.36711305 MI_loss: 22.269295 Detection error: 0.009811222553253174 time: 8:34:14.406014
- B/E: 24 / 215 , Gen_loss: -0.3559266 MI_loss: 21.590172 Detection error: 0.009819984436035156 time: 8:34:15.302976
- B/E: 25 / 215 , Gen_loss: -0.35801503 MI_loss: 21.322882 Detection error: 0.009831726551055908 time: 8:34:16.202470
- B/E: 26 / 215 , Gen_loss: -0.35921913 MI_loss: 21.930965 Detection error: 0.009885430335998535 time: 8:34:17.066930
- B/E: 27 / 215 , Gen_loss: -0.36095378 MI_loss: 21.842937 Detection error: 0.009892880916595459 time: 8:34:17.943196
- B/E: 28 / 215 , Gen_loss: -0.36834893 MI_loss: 22.25158 Detection error: 0.009909510612487793 time: 8:34:18.795588
- B/E: 29 / 215 , Gen_loss: -0.34679574 MI_loss: 20.98715 Detection error: 0.009923934936523438 time: 8:34:19.666771
- B/E: 30 / 215 , Gen_loss: -0.3603482 MI_loss: 21.851105 Detection error: 0.009903252124786377 time: 8:34:20.532898
- B/E: 31 / 215 , Gen_loss: -0.35698524 MI_loss: 21.684772 Detection error: 0.009873032569885254 time: 8:34:21.528660
- B/E: 32 / 215 , Gen_loss: -0.36395937 MI_loss: 22.127144 Detection error: 0.00988161563873291 time: 8:34:22.405250
- B/E: 33 / 215 , Gen_loss: -0.36027947 MI_loss: 21.7332 Detection error: 0.009866714477539062 time: 8:34:23.259820
- B/E: 34 / 215 , Gen_loss: -0.36392558 MI_loss: 22.232885 Detection error: 0.009857118129730225 time: 8:34:24.152236
- B/E: 35 / 215 , Gen_loss: -0.35351136 MI_loss: 21.433567 Detection error: 0.00983506441116333 time: 8:34:25.056139
- B/E: 36 / 215 , Gen_loss: -0.36013255 MI_loss: 21.982399 Detection error: 0.00984799861907959 time: 8:34:25.946816
- B/E: 37 / 215 , Gen_loss: -0.36723325 MI_loss: 22.195694 Detection error: 0.009842932224273682 time: 8:34:26.840903
- B/E: 38 / 215 , Gen_loss: -0.36207092 MI_loss: 21.932724 Detection error: 0.009859800338745117 time: 8:34:27.762421
- B/E: 39 / 215 , Gen_loss: -0.36987427 MI_loss: 22.310362 Detection error: 0.009853899478912354 time: 8:34:28.659922
- B/E: 40 / 215 , Gen_loss: -0.3602215 MI_loss: 21.819756 Detection error: 0.009847581386566162 time: 8:34:29.554600
- B/E: 41 / 215 , Gen_loss: -0.35669455 MI_loss: 21.561224 Detection error: 0.009857118129730225 time: 8:34:30.467725
- B/E: 42 / 215 , Gen_loss: -0.3616801 MI_loss: 21.867668 Detection error: 0.009844481945037842 time: 8:34:31.363523
- B/E: 43 / 215 , Gen_loss: -0.37187472 MI_loss: 22.469591 Detection error: 0.009840905666351318 time: 8:34:32.257237
- B/E: 44 / 215 , Gen_loss: -0.35894236 MI_loss: 21.700111 Detection error: 0.009855568408966064 time: 8:34:33.152551
- B/E: 45 / 215 , Gen_loss: -0.3639076 MI_loss: 22.255863 Detection error: 0.009860038757324219 time: 8:34:34.051852
- B/E: 46 / 215 , Gen_loss: -0.36157563 MI_loss: 21.773884 Detection error: 0.00986701250076294 time: 8:34:34.946451
- B/E: 47 / 215 , Gen_loss: -0.35919395 MI_loss: 21.714558 Detection error: 0.009864568710327148 time: 8:34:35.837164
- B/E: 48 / 215 , Gen_loss: -0.36751044 MI_loss: 22.402119 Detection error: 0.0098915696144104 time: 8:34:36.833743
- B/E: 49 / 215 , Gen_loss: -0.353191 MI_loss: 21.3344 Detection error: 0.009891271591186523 time: 8:34:37.709467
- B/E: 50 / 215 , Gen_loss: -0.36032742 MI_loss: 21.917866 Detection error: 0.00990438461303711 time: 8:34:38.588365
- B/E: 51 / 215 , Gen_loss: -0.3677181 MI_loss: 22.38272 Detection error: 0.00990206003189087 time: 8:34:39.475934
- B/E: 52 / 215 , Gen_loss: -0.35845134 MI_loss: 21.725647 Detection error: 0.00990450382232666 time: 8:34:40.378431
- B/E: 53 / 215 , Gen_loss: -0.358345 MI_loss: 21.748367 Detection error: 0.009913802146911621 time: 8:34:41.271173
- B/E: 54 / 215 , Gen_loss: -0.35869664 MI_loss: 21.807915 Detection error: 0.00991588830947876 time: 8:34:42.144237
- B/E: 55 / 215 , Gen_loss: -0.35692456 MI_loss: 21.494387 Detection error: 0.009904026985168457 time: 8:34:43.057993
- B/E: 56 / 215 , Gen_loss: -0.36538926 MI_loss: 22.098927 Detection error: 0.009887635707855225 time: 8:34:44.006745
- B/E: 57 / 215 , Gen_loss: -0.35434034 MI_loss: 21.500965 Detection error: 0.009891688823699951 time: 8:34:44.901487
- B/E: 58 / 215 , Gen_loss: -0.36182818 MI_loss: 22.089678 Detection error: 0.009879231452941895 time: 8:34:45.837020
- B/E: 59 / 215 , Gen_loss: -0.35841885 MI_loss: 21.897266 Detection error: 0.009900510311126709 time: 8:34:46.731593
- B/E: 60 / 215 , Gen_loss: -0.37021714 MI_loss: 22.309258 Detection error: 0.009890377521514893 time: 8:34:47.628276
- B/E: 61 / 215 , Gen_loss: -0.35543537 MI_loss: 21.529366 Detection error: 0.00988912582397461 time: 8:34:48.524829
- B/E: 62 / 215 , Gen_loss: -0.36412507 MI_loss: 22.210217 Detection error: 0.009899795055389404 time: 8:34:49.423061
- B/E: 63 / 215 , Gen_loss: -0.3535331 MI_loss: 21.456923 Detection error: 0.009895026683807373 time: 8:34:50.405124
- B/E: 64 / 215 , Gen_loss: -0.34871966 MI_loss: 21.066036 Detection error: 0.00989377498626709 time: 8:34:51.270060
- B/E: 65 / 215 , Gen_loss: -0.35368967 MI_loss: 21.55053 Detection error: 0.009899139404296875 time: 8:34:52.064932
- B/E: 66 / 215 , Gen_loss: -0.36167422 MI_loss: 21.87732 Detection error: 0.009890854358673096 time: 8:34:52.867116
- B/E: 67 / 215 , Gen_loss: -0.3621374 MI_loss: 21.839415 Detection error: 0.009880542755126953 time: 8:34:53.663125
- B/E: 68 / 215 , Gen_loss: -0.36143854 MI_loss: 21.870466 Detection error: 0.009888112545013428 time: 8:34:54.480828
- B/E: 69 / 215 , Gen_loss: -0.36340147 MI_loss: 21.986494 Detection error: 0.00989687442779541 time: 8:34:55.379579
- B/E: 70 / 215 , Gen_loss: -0.35385498 MI_loss: 21.4118 Detection error: 0.009894371032714844 time: 8:34:56.278000
- B/E: 71 / 215 , Gen_loss: -0.3568069 MI_loss: 21.688902 Detection error: 0.009893238544464111 time: 8:34:57.175402
- B/E: 72 / 215 , Gen_loss: -0.36899942 MI_loss: 22.540297 Detection error: 0.009889543056488037 time: 8:34:58.074693
- B/E: 73 / 215 , Gen_loss: -0.35505638 MI_loss: 21.557156 Detection error: 0.009889781475067139 time: 8:34:58.933700
- B/E: 74 / 215 , Gen_loss: -0.36935648 MI_loss: 22.397816 Detection error: 0.00989001989364624 time: 8:34:59.717917
- B/E: 75 / 215 , Gen_loss: -0.35797644 MI_loss: 21.691647 Detection error: 0.00988239049911499 time: 8:35:00.620220
- B/E: 76 / 215 , Gen_loss: -0.35812747 MI_loss: 21.622065 Detection error: 0.009882330894470215 time: 8:35:01.533639
- B/E: 77 / 215 , Gen_loss: -0.35305858 MI_loss: 21.422396 Detection error: 0.0098838210105896 time: 8:35:02.426409
- B/E: 78 / 215 , Gen_loss: -0.37349635 MI_loss: 22.450146 Detection error: 0.009875774383544922 time: 8:35:03.320175
- B/E: 79 / 215 , Gen_loss: -0.36229748 MI_loss: 22.042624 Detection error: 0.009892165660858154 time: 8:35:04.329480
- B/E: 80 / 215 , Gen_loss: -0.354168 MI_loss: 21.579256 Detection error: 0.009902417659759521 time: 8:35:05.229302
- B/E: 81 / 215 , Gen_loss: -0.34918675 MI_loss: 21.119503 Detection error: 0.009890615940093994 time: 8:35:06.125670
- B/E: 82 / 215 , Gen_loss: -0.3586795 MI_loss: 21.76623 Detection error: 0.009891211986541748 time: 8:35:07.040605
- B/E: 83 / 215 , Gen_loss: -0.36558518 MI_loss: 22.19401 Detection error: 0.009891390800476074 time: 8:35:07.935026
- B/E: 84 / 215 , Gen_loss: -0.3565054 MI_loss: 21.773466 Detection error: 0.00988858938217163 time: 8:35:08.829273
- B/E: 85 / 215 , Gen_loss: -0.35008007 MI_loss: 21.084557 Detection error: 0.009869158267974854 time: 8:35:09.724645
- B/E: 86 / 215 , Gen_loss: -0.3707024 MI_loss: 22.474792 Detection error: 0.0098649263381958 time: 8:35:10.623402
- B/E: 87 / 215 , Gen_loss: -0.36707 MI_loss: 22.268036 Detection error: 0.009855806827545166 time: 8:35:11.517999
- B/E: 88 / 215 , Gen_loss: -0.35768202 MI_loss: 21.728275 Detection error: 0.00984412431716919 time: 8:35:12.415090
- B/E: 89 / 215 , Gen_loss: -0.34913352 MI_loss: 21.13834 Detection error: 0.009852111339569092 time: 8:35:13.315807
- B/E: 90 / 215 , Gen_loss: -0.35309038 MI_loss: 21.345322 Detection error: 0.009851634502410889 time: 8:35:14.208418
- B/E: 91 / 215 , Gen_loss: -0.35574365 MI_loss: 21.64958 Detection error: 0.009863138198852539 time: 8:35:15.086972
- B/E: 92 / 215 , Gen_loss: -0.36477655 MI_loss: 22.138348 Detection error: 0.009848475456237793 time: 8:35:15.912723
- B/E: 93 / 215 , Gen_loss: -0.35951117 MI_loss: 21.864923 Detection error: 0.009846389293670654 time: 8:35:16.716463
- B/E: 94 / 215 , Gen_loss: -0.36149973 MI_loss: 22.019388 Detection error: 0.009859204292297363 time: 8:35:17.582588
- B/E: 95 / 215 , Gen_loss: -0.36016154 MI_loss: 21.688545 Detection error: 0.009864568710327148 time: 8:35:18.560049
- B/E: 96 / 215 , Gen_loss: -0.35209215 MI_loss: 21.37395 Detection error: 0.009862780570983887 time: 8:35:19.437152
- B/E: 97 / 215 , Gen_loss: -0.3622095 MI_loss: 21.776468 Detection error: 0.009855866432189941 time: 8:35:20.322069
- B/E: 98 / 215 , Gen_loss: -0.36939088 MI_loss: 22.343546 Detection error: 0.009844362735748291 time: 8:35:21.204035
- B/E: 99 / 215 , Gen_loss: -0.36300454 MI_loss: 21.838839 Detection error: 0.00984126329421997 time: 8:35:22.093326
- B/E: 100 / 215 , Gen_loss: -0.35840118 MI_loss: 21.830898 Detection error: 0.009846508502960205 time: 8:35:22.974122
- B/E: 101 / 215 , Gen_loss: -0.36459187 MI_loss: 22.059494 Detection error: 0.009847760200500488 time: 8:35:23.797823
- B/E: 102 / 215 , Gen_loss: -0.3605623 MI_loss: 21.91167 Detection error: 0.009851634502410889 time: 8:35:24.563896
- B/E: 103 / 215 , Gen_loss: -0.3605959 MI_loss: 21.833975 Detection error: 0.009847939014434814 time: 8:35:25.377753
- B/E: 104 / 215 , Gen_loss: -0.3604268 MI_loss: 21.783346 Detection error: 0.009852409362792969 time: 8:35:26.145854
- B/E: 105 / 215 , Gen_loss: -0.35985127 MI_loss: 21.75161 Detection error: 0.009844660758972168 time: 8:35:26.913848
- B/E: 106 / 215 , Gen_loss: -0.3502082 MI_loss: 21.131472 Detection error: 0.00984489917755127 time: 8:35:27.758012
- B/E: 107 / 215 , Gen_loss: -0.36476603 MI_loss: 22.120804 Detection error: 0.009853005409240723 time: 8:35:28.589399
- B/E: 108 / 215 , Gen_loss: -0.34846896 MI_loss: 21.11046 Detection error: 0.009853482246398926 time: 8:35:29.421371
- B/E: 109 / 215 , Gen_loss: -0.34884927 MI_loss: 21.190042 Detection error: 0.009848296642303467 time: 8:35:30.232093
- B/E: 110 / 215 , Gen_loss: -0.3697947 MI_loss: 22.256805 Detection error: 0.00984179973602295 time: 8:35:31.012476
- B/E: 111 / 215 , Gen_loss: -0.3709916 MI_loss: 22.55443 Detection error: 0.00983816385269165 time: 8:35:31.867875
- B/E: 112 / 215 , Gen_loss: -0.3707314 MI_loss: 22.417915 Detection error: 0.009836852550506592 time: 8:35:32.639751
- B/E: 113 / 215 , Gen_loss: -0.3599443 MI_loss: 21.91248 Detection error: 0.009843230247497559 time: 8:35:33.514143
- B/E: 114 / 215 , Gen_loss: -0.36644897 MI_loss: 22.385696 Detection error: 0.009848356246948242 time: 8:35:34.394824
- B/E: 115 / 215 , Gen_loss: -0.36264116 MI_loss: 21.949379 Detection error: 0.009848356246948242 time: 8:35:35.274548
- B/E: 116 / 215 , Gen_loss: -0.3594201 MI_loss: 21.895796 Detection error: 0.009842932224273682 time: 8:35:36.162224
- B/E: 117 / 215 , Gen_loss: -0.3555602 MI_loss: 21.543068 Detection error: 0.009844303131103516 time: 8:35:37.046006
- B/E: 118 / 215 , Gen_loss: -0.36084333 MI_loss: 21.923147 Detection error: 0.009838998317718506 time: 8:35:37.938832
- B/E: 119 / 215 , Gen_loss: -0.3498102 MI_loss: 21.246925 Detection error: 0.009838521480560303 time: 8:35:38.820795
- B/E: 120 / 215 , Gen_loss: -0.35604984 MI_loss: 21.601847 Detection error: 0.009829819202423096 time: 8:35:39.713452
- B/E: 121 / 215 , Gen_loss: -0.35243878 MI_loss: 21.219091 Detection error: 0.009837865829467773 time: 8:35:40.608117
- B/E: 122 / 215 , Gen_loss: -0.3611489 MI_loss: 21.790451 Detection error: 0.009828269481658936 time: 8:35:41.489172
- B/E: 123 / 215 , Gen_loss: -0.36403537 MI_loss: 22.117245 Detection error: 0.00982433557510376 time: 8:35:42.371229
- B/E: 124 / 215 , Gen_loss: -0.34989384 MI_loss: 21.238697 Detection error: 0.009827017784118652 time: 8:35:43.272926
- B/E: 125 / 215 , Gen_loss: -0.364802 MI_loss: 22.002903 Detection error: 0.00982367992401123 time: 8:35:44.158600
- B/E: 126 / 215 , Gen_loss: -0.36501715 MI_loss: 22.146233 Detection error: 0.009834885597229004 time: 8:35:45.042058
- B/E: 127 / 215 , Gen_loss: -0.35086197 MI_loss: 21.2235 Detection error: 0.00983351469039917 time: 8:35:45.999530
- B/E: 128 / 215 , Gen_loss: -0.3497605 MI_loss: 21.373566 Detection error: 0.009842514991760254 time: 8:35:46.905303
- B/E: 129 / 215 , Gen_loss: -0.36425054 MI_loss: 22.103289 Detection error: 0.009843766689300537 time: 8:35:47.788326
- B/E: 130 / 215 , Gen_loss: -0.35787484 MI_loss: 21.644026 Detection error: 0.009852826595306396 time: 8:35:48.665576
- B/E: 131 / 215 , Gen_loss: -0.35816753 MI_loss: 21.47575 Detection error: 0.009858667850494385 time: 8:35:49.551779
- B/E: 132 / 215 , Gen_loss: -0.35083845 MI_loss: 21.332027 Detection error: 0.00985574722290039 time: 8:35:50.439550
- B/E: 133 / 215 , Gen_loss: -0.35921067 MI_loss: 21.753983 Detection error: 0.009856343269348145 time: 8:35:51.319206
- B/E: 134 / 215 , Gen_loss: -0.3692956 MI_loss: 22.537737 Detection error: 0.00986391305923462 time: 8:35:52.197759
- B/E: 135 / 215 , Gen_loss: -0.3557184 MI_loss: 21.62704 Detection error: 0.009868085384368896 time: 8:35:53.080132
- B/E: 136 / 215 , Gen_loss: -0.3593296 MI_loss: 21.86544 Detection error: 0.009867489337921143 time: 8:35:53.961104
- B/E: 137 / 215 , Gen_loss: -0.35700673 MI_loss: 21.58377 Detection error: 0.009870946407318115 time: 8:35:54.841095
- B/E: 138 / 215 , Gen_loss: -0.36676082 MI_loss: 22.320038 Detection error: 0.00987386703491211 time: 8:35:55.726008
- B/E: 139 / 215 , Gen_loss: -0.35793835 MI_loss: 21.775253 Detection error: 0.009878575801849365 time: 8:35:56.607157
- B/E: 140 / 215 , Gen_loss: -0.35547483 MI_loss: 21.665249 Detection error: 0.009878993034362793 time: 8:35:57.489458
- B/E: 141 / 215 , Gen_loss: -0.36227775 MI_loss: 21.93344 Detection error: 0.009877622127532959 time: 8:35:58.366732
- B/E: 142 / 215 , Gen_loss: -0.35162944 MI_loss: 21.325897 Detection error: 0.009877383708953857 time: 8:35:59.215009
- B/E: 143 / 215 , Gen_loss: -0.36354014 MI_loss: 21.996862 Detection error: 0.009875655174255371 time: 8:36:00.080287
- B/E: 144 / 215 , Gen_loss: -0.35631454 MI_loss: 21.581944 Detection error: 0.009882330894470215 time: 8:36:00.845689
- B/E: 145 / 215 , Gen_loss: -0.360891 MI_loss: 21.890697 Detection error: 0.009888052940368652 time: 8:36:01.642181
- B/E: 146 / 215 , Gen_loss: -0.35094795 MI_loss: 21.13721 Detection error: 0.009889662265777588 time: 8:36:02.415585
- B/E: 147 / 215 , Gen_loss: -0.36001185 MI_loss: 21.795685 Detection error: 0.009890615940093994 time: 8:36:03.306185
- B/E: 148 / 215 , Gen_loss: -0.35942402 MI_loss: 21.695612 Detection error: 0.009892821311950684 time: 8:36:04.191978
- B/E: 149 / 215 , Gen_loss: -0.36620423 MI_loss: 22.244242 Detection error: 0.00990062952041626 time: 8:36:05.071879
-
- Test Loss: 10.260417 Test Error: 0.01068335771560669
- -----
- EPOCH: 216
- B/E: 0 / 216 , Gen_loss: -0.35779688 MI_loss: 21.824291 Detection error: 0.009968757629394531 time: 8:36:07.001835
- B/E: 1 / 216 , Gen_loss: -0.3544707 MI_loss: 21.476568 Detection error: 0.01015627384185791 time: 8:36:36.675397
- B/E: 2 / 216 , Gen_loss: -0.35647812 MI_loss: 21.490574 Detection error: 0.009583353996276855 time: 8:36:37.585760
- B/E: 3 / 216 , Gen_loss: -0.34964868 MI_loss: 21.178303 Detection error: 0.009742200374603271 time: 8:36:38.469819
- B/E: 4 / 216 , Gen_loss: -0.3587989 MI_loss: 21.878479 Detection error: 0.009818732738494873 time: 8:36:39.315196
- B/E: 5 / 216 , Gen_loss: -0.35426497 MI_loss: 21.706728 Detection error: 0.009812474250793457 time: 8:36:40.278320
- B/E: 6 / 216 , Gen_loss: -0.352942 MI_loss: 21.523012 Detection error: 0.009888410568237305 time: 8:36:41.156042
- B/E: 7 / 216 , Gen_loss: -0.36003736 MI_loss: 21.80755 Detection error: 0.00989842414855957 time: 8:36:42.042958
- B/E: 8 / 216 , Gen_loss: -0.35851303 MI_loss: 21.732586 Detection error: 0.00982290506362915 time: 8:36:42.924437
- B/E: 9 / 216 , Gen_loss: -0.36640868 MI_loss: 22.392313 Detection error: 0.009812474250793457 time: 8:36:43.803879
- B/E: 10 / 216 , Gen_loss: -0.36032042 MI_loss: 21.874392 Detection error: 0.009803950786590576 time: 8:36:44.683025
- B/E: 11 / 216 , Gen_loss: -0.35854733 MI_loss: 21.765621 Detection error: 0.009895861148834229 time: 8:36:45.565899
- B/E: 12 / 216 , Gen_loss: -0.36488363 MI_loss: 22.1583 Detection error: 0.009959161281585693 time: 8:36:46.446434
- B/E: 13 / 216 , Gen_loss: -0.36424652 MI_loss: 22.086397 Detection error: 0.009957611560821533 time: 8:36:47.328184
- B/E: 14 / 216 , Gen_loss: -0.36517018 MI_loss: 21.965721 Detection error: 0.009927093982696533 time: 8:36:48.173086
- B/E: 15 / 216 , Gen_loss: -0.35438707 MI_loss: 21.336708 Detection error: 0.009951174259185791 time: 8:36:48.944789
- B/E: 16 / 216 , Gen_loss: -0.3652681 MI_loss: 22.038431 Detection error: 0.009920954704284668 time: 8:36:49.713266
- B/E: 17 / 216 , Gen_loss: -0.34827515 MI_loss: 20.968018 Detection error: 0.009901046752929688 time: 8:36:50.511214
- B/E: 18 / 216 , Gen_loss: -0.35510254 MI_loss: 21.479734 Detection error: 0.00984048843383789 time: 8:36:51.300375
- B/E: 19 / 216 , Gen_loss: -0.35538465 MI_loss: 21.77472 Detection error: 0.009846866130828857 time: 8:36:52.071000
- B/E: 20 / 216 , Gen_loss: -0.3606354 MI_loss: 21.762291 Detection error: 0.009872019290924072 time: 8:36:52.921314
- B/E: 21 / 216 , Gen_loss: -0.3601636 MI_loss: 21.787922 Detection error: 0.009873569011688232 time: 8:36:53.698483
- B/E: 22 / 216 , Gen_loss: -0.36659443 MI_loss: 22.217518 Detection error: 0.009862780570983887 time: 8:36:54.502061
- B/E: 23 / 216 , Gen_loss: -0.35219556 MI_loss: 21.201363 Detection error: 0.00984114408493042 time: 8:36:55.320702
- B/E: 24 / 216 , Gen_loss: -0.36068872 MI_loss: 21.814585 Detection error: 0.00985872745513916 time: 8:36:56.100541
- B/E: 25 / 216 , Gen_loss: -0.34788153 MI_loss: 21.149218 Detection error: 0.00987863540649414 time: 8:36:56.872647
- B/E: 26 / 216 , Gen_loss: -0.3536882 MI_loss: 21.48096 Detection error: 0.00991666316986084 time: 8:36:57.638842
- B/E: 27 / 216 , Gen_loss: -0.36699596 MI_loss: 22.279884 Detection error: 0.009930789470672607 time: 8:36:58.440196
- B/E: 28 / 216 , Gen_loss: -0.3527075 MI_loss: 21.343533 Detection error: 0.00993645191192627 time: 8:36:59.240757
- B/E: 29 / 216 , Gen_loss: -0.37462753 MI_loss: 22.791176 Detection error: 0.009943723678588867 time: 8:37:00.041512
- B/E: 30 / 216 , Gen_loss: -0.35904968 MI_loss: 21.73407 Detection error: 0.009939491748809814 time: 8:37:00.870899
- B/E: 31 / 216 , Gen_loss: -0.349248 MI_loss: 21.100513 Detection error: 0.009908199310302734 time: 8:37:01.760736
- B/E: 32 / 216 , Gen_loss: -0.35227203 MI_loss: 21.356138 Detection error: 0.009907186031341553 time: 8:37:02.642724
- B/E: 33 / 216 , Gen_loss: -0.35000566 MI_loss: 21.158846 Detection error: 0.009882330894470215 time: 8:37:03.564476
- B/E: 34 / 216 , Gen_loss: -0.35129514 MI_loss: 21.337101 Detection error: 0.009886622428894043 time: 8:37:04.454377
- B/E: 35 / 216 , Gen_loss: -0.3550136 MI_loss: 21.397873 Detection error: 0.009868919849395752 time: 8:37:05.335216
- B/E: 36 / 216 , Gen_loss: -0.36235914 MI_loss: 22.037746 Detection error: 0.009879231452941895 time: 8:37:06.310344
- B/E: 37 / 216 , Gen_loss: -0.36483347 MI_loss: 22.005611 Detection error: 0.009877443313598633 time: 8:37:07.192772
- B/E: 38 / 216 , Gen_loss: -0.34726447 MI_loss: 21.021612 Detection error: 0.00990384817123413 time: 8:37:08.074025
- B/E: 39 / 216 , Gen_loss: -0.35870457 MI_loss: 21.661629 Detection error: 0.009882032871246338 time: 8:37:08.949181
- B/E: 40 / 216 , Gen_loss: -0.36044893 MI_loss: 21.849611 Detection error: 0.009876549243927002 time: 8:37:09.832985
- B/E: 41 / 216 , Gen_loss: -0.3575984 MI_loss: 21.591686 Detection error: 0.009874284267425537 time: 8:37:10.714287
- B/E: 42 / 216 , Gen_loss: -0.36065912 MI_loss: 21.793118 Detection error: 0.009859740734100342 time: 8:37:11.594741
- B/E: 43 / 216 , Gen_loss: -0.37075275 MI_loss: 22.28209 Detection error: 0.009860813617706299 time: 8:37:12.477742
- B/E: 44 / 216 , Gen_loss: -0.36558875 MI_loss: 22.215927 Detection error: 0.009882628917694092 time: 8:37:13.358005
- B/E: 45 / 216 , Gen_loss: -0.35570705 MI_loss: 21.609417 Detection error: 0.009886562824249268 time: 8:37:14.237403
- B/E: 46 / 216 , Gen_loss: -0.36347577 MI_loss: 21.994854 Detection error: 0.009901583194732666 time: 8:37:15.119326
- B/E: 47 / 216 , Gen_loss: -0.35636294 MI_loss: 21.412613 Detection error: 0.009887397289276123 time: 8:37:16.003390
- B/E: 48 / 216 , Gen_loss: -0.35829532 MI_loss: 21.762844 Detection error: 0.009906888008117676 time: 8:37:16.884759
- B/E: 49 / 216 , Gen_loss: -0.3583533 MI_loss: 21.730822 Detection error: 0.009908735752105713 time: 8:37:17.768176
- B/E: 50 / 216 , Gen_loss: -0.3491993 MI_loss: 21.284399 Detection error: 0.00991910696029663 time: 8:37:18.653633
- B/E: 51 / 216 , Gen_loss: -0.34605703 MI_loss: 21.035122 Detection error: 0.009920656681060791 time: 8:37:19.550184
- B/E: 52 / 216 , Gen_loss: -0.3593627 MI_loss: 21.707611 Detection error: 0.009927451610565186 time: 8:37:20.524613
- B/E: 53 / 216 , Gen_loss: -0.3643409 MI_loss: 22.007751 Detection error: 0.009940385818481445 time: 8:37:21.414642
- B/E: 54 / 216 , Gen_loss: -0.36433885 MI_loss: 22.070545 Detection error: 0.009936928749084473 time: 8:37:22.260284
- B/E: 55 / 216 , Gen_loss: -0.3647933 MI_loss: 21.983234 Detection error: 0.00991964340209961 time: 8:37:23.034179
- B/E: 56 / 216 , Gen_loss: -0.3615667 MI_loss: 21.807293 Detection error: 0.0099029541015625 time: 8:37:23.805662
- B/E: 57 / 216 , Gen_loss: -0.36603668 MI_loss: 22.316828 Detection error: 0.009899795055389404 time: 8:37:24.607360
- B/E: 58 / 216 , Gen_loss: -0.35891682 MI_loss: 21.648844 Detection error: 0.009896695613861084 time: 8:37:25.375335
- B/E: 59 / 216 , Gen_loss: -0.35415646 MI_loss: 21.608482 Detection error: 0.009915649890899658 time: 8:37:26.148531
- B/E: 60 / 216 , Gen_loss: -0.3562633 MI_loss: 21.626444 Detection error: 0.009905219078063965 time: 8:37:26.918224
- B/E: 61 / 216 , Gen_loss: -0.35514677 MI_loss: 21.466583 Detection error: 0.009910285472869873 time: 8:37:27.693693
- B/E: 62 / 216 , Gen_loss: -0.36968327 MI_loss: 22.361238 Detection error: 0.009908735752105713 time: 8:37:28.475074
- B/E: 63 / 216 , Gen_loss: -0.3690276 MI_loss: 22.46431 Detection error: 0.009914577007293701 time: 8:37:29.245101
- B/E: 64 / 216 , Gen_loss: -0.358356 MI_loss: 21.754328 Detection error: 0.009907662868499756 time: 8:37:30.015153
- B/E: 65 / 216 , Gen_loss: -0.36496165 MI_loss: 22.24037 Detection error: 0.009911000728607178 time: 8:37:30.815677
- B/E: 66 / 216 , Gen_loss: -0.37380674 MI_loss: 22.652824 Detection error: 0.009909510612487793 time: 8:37:31.584460
- B/E: 67 / 216 , Gen_loss: -0.36850423 MI_loss: 22.17691 Detection error: 0.009899795055389404 time: 8:37:32.363276
- B/E: 68 / 216 , Gen_loss: -0.35462204 MI_loss: 21.55766 Detection error: 0.00990307331085205 time: 8:37:33.221854
- B/E: 69 / 216 , Gen_loss: -0.3653194 MI_loss: 22.190666 Detection error: 0.009906232357025146 time: 8:37:33.997818
- B/E: 70 / 216 , Gen_loss: -0.3572544 MI_loss: 21.541548 Detection error: 0.009905815124511719 time: 8:37:34.788880
- B/E: 71 / 216 , Gen_loss: -0.34900504 MI_loss: 21.15503 Detection error: 0.009904921054840088 time: 8:37:35.577107
- B/E: 72 / 216 , Gen_loss: -0.35887465 MI_loss: 21.87012 Detection error: 0.009903669357299805 time: 8:37:36.352421
- B/E: 73 / 216 , Gen_loss: -0.36472714 MI_loss: 22.088728 Detection error: 0.009895682334899902 time: 8:37:37.127073
- B/E: 74 / 216 , Gen_loss: -0.35690507 MI_loss: 21.602459 Detection error: 0.009894609451293945 time: 8:37:37.905592
- B/E: 75 / 216 , Gen_loss: -0.35861948 MI_loss: 21.764992 Detection error: 0.009889781475067139 time: 8:37:38.682085
- B/E: 76 / 216 , Gen_loss: -0.35081965 MI_loss: 21.286709 Detection error: 0.009894490242004395 time: 8:37:39.567064
- B/E: 77 / 216 , Gen_loss: -0.35784748 MI_loss: 21.602291 Detection error: 0.009892642498016357 time: 8:37:40.463543
- B/E: 78 / 216 , Gen_loss: -0.36187357 MI_loss: 21.777767 Detection error: 0.00988847017288208 time: 8:37:41.349105
- B/E: 79 / 216 , Gen_loss: -0.3613337 MI_loss: 21.73771 Detection error: 0.00989377498626709 time: 8:37:42.234480
- B/E: 80 / 216 , Gen_loss: -0.36017188 MI_loss: 21.806458 Detection error: 0.009905874729156494 time: 8:37:43.149447
- B/E: 81 / 216 , Gen_loss: -0.3548402 MI_loss: 21.414486 Detection error: 0.009892165660858154 time: 8:37:44.033752
- B/E: 82 / 216 , Gen_loss: -0.3611673 MI_loss: 21.870338 Detection error: 0.00989985466003418 time: 8:37:44.920823
- B/E: 83 / 216 , Gen_loss: -0.35984224 MI_loss: 21.744085 Detection error: 0.009897708892822266 time: 8:37:45.834767
- B/E: 84 / 216 , Gen_loss: -0.35899544 MI_loss: 21.76316 Detection error: 0.009896337985992432 time: 8:37:46.823036
- B/E: 85 / 216 , Gen_loss: -0.35507017 MI_loss: 21.414726 Detection error: 0.009875357151031494 time: 8:37:47.714346
- B/E: 86 / 216 , Gen_loss: -0.36179075 MI_loss: 22.000816 Detection error: 0.009876430034637451 time: 8:37:48.602516
- B/E: 87 / 216 , Gen_loss: -0.360819 MI_loss: 21.855383 Detection error: 0.009861171245574951 time: 8:37:49.495349
- B/E: 88 / 216 , Gen_loss: -0.35305047 MI_loss: 21.37474 Detection error: 0.009850800037384033 time: 8:37:50.349242
- B/E: 89 / 216 , Gen_loss: -0.36122847 MI_loss: 22.101097 Detection error: 0.009861111640930176 time: 8:37:51.222231
- B/E: 90 / 216 , Gen_loss: -0.35857308 MI_loss: 21.68878 Detection error: 0.009865045547485352 time: 8:37:52.115453
- B/E: 91 / 216 , Gen_loss: -0.35167813 MI_loss: 21.345362 Detection error: 0.00986546277999878 time: 8:37:52.999285
- B/E: 92 / 216 , Gen_loss: -0.34957004 MI_loss: 21.15081 Detection error: 0.009857535362243652 time: 8:37:53.881006
- B/E: 93 / 216 , Gen_loss: -0.361318 MI_loss: 21.831263 Detection error: 0.009856045246124268 time: 8:37:54.767152
- B/E: 94 / 216 , Gen_loss: -0.35134512 MI_loss: 21.347872 Detection error: 0.009868443012237549 time: 8:37:55.653069
- B/E: 95 / 216 , Gen_loss: -0.36336157 MI_loss: 22.091206 Detection error: 0.009870767593383789 time: 8:37:56.534801
- B/E: 96 / 216 , Gen_loss: -0.36016375 MI_loss: 21.928802 Detection error: 0.009868860244750977 time: 8:37:57.415007
- B/E: 97 / 216 , Gen_loss: -0.36029485 MI_loss: 21.740925 Detection error: 0.009861588478088379 time: 8:37:58.307469
- B/E: 98 / 216 , Gen_loss: -0.356602 MI_loss: 21.545992 Detection error: 0.0098494291305542 time: 8:37:59.194637
- B/E: 99 / 216 , Gen_loss: -0.35183868 MI_loss: 21.221956 Detection error: 0.009847164154052734 time: 8:38:00.075969
- B/E: 100 / 216 , Gen_loss: -0.36157134 MI_loss: 21.985104 Detection error: 0.009852409362792969 time: 8:38:01.046442
- B/E: 101 / 216 , Gen_loss: -0.35395825 MI_loss: 21.554707 Detection error: 0.009858131408691406 time: 8:38:01.874088
- B/E: 102 / 216 , Gen_loss: -0.36187246 MI_loss: 21.895205 Detection error: 0.009855866432189941 time: 8:38:02.671929
- B/E: 103 / 216 , Gen_loss: -0.36470884 MI_loss: 22.060577 Detection error: 0.009853065013885498 time: 8:38:03.558042
- B/E: 104 / 216 , Gen_loss: -0.36138535 MI_loss: 22.012846 Detection error: 0.009855031967163086 time: 8:38:04.396180
- B/E: 105 / 216 , Gen_loss: -0.35760742 MI_loss: 21.749784 Detection error: 0.009855270385742188 time: 8:38:05.226068
- B/E: 106 / 216 , Gen_loss: -0.36557797 MI_loss: 22.309727 Detection error: 0.009856581687927246 time: 8:38:06.095578
- B/E: 107 / 216 , Gen_loss: -0.3651558 MI_loss: 22.087414 Detection error: 0.009859085083007812 time: 8:38:06.983742
- B/E: 108 / 216 , Gen_loss: -0.35054597 MI_loss: 21.113956 Detection error: 0.009859204292297363 time: 8:38:07.840676
- B/E: 109 / 216 , Gen_loss: -0.37141106 MI_loss: 22.517712 Detection error: 0.00985652208328247 time: 8:38:08.696790
- B/E: 110 / 216 , Gen_loss: -0.36186785 MI_loss: 21.789923 Detection error: 0.009848535060882568 time: 8:38:09.582117
- B/E: 111 / 216 , Gen_loss: -0.37493545 MI_loss: 22.677073 Detection error: 0.009842634201049805 time: 8:38:10.476151
- B/E: 112 / 216 , Gen_loss: -0.37597027 MI_loss: 22.802305 Detection error: 0.009842097759246826 time: 8:38:11.363683
- B/E: 113 / 216 , Gen_loss: -0.35528606 MI_loss: 21.600246 Detection error: 0.009851992130279541 time: 8:38:12.249470
- B/E: 114 / 216 , Gen_loss: -0.34742522 MI_loss: 21.127232 Detection error: 0.009856820106506348 time: 8:38:13.150594
- B/E: 115 / 216 , Gen_loss: -0.36871445 MI_loss: 22.315708 Detection error: 0.009849965572357178 time: 8:38:14.040061
- B/E: 116 / 216 , Gen_loss: -0.35557386 MI_loss: 21.46509 Detection error: 0.009848833084106445 time: 8:38:15.000500
- B/E: 117 / 216 , Gen_loss: -0.36096752 MI_loss: 21.932014 Detection error: 0.009849071502685547 time: 8:38:15.894616
- B/E: 118 / 216 , Gen_loss: -0.3580529 MI_loss: 21.581665 Detection error: 0.009842455387115479 time: 8:38:16.805096
- B/E: 119 / 216 , Gen_loss: -0.35033756 MI_loss: 21.209322 Detection error: 0.00983881950378418 time: 8:38:17.692377
- B/E: 120 / 216 , Gen_loss: -0.35758498 MI_loss: 21.733719 Detection error: 0.009841442108154297 time: 8:38:18.576910
- B/E: 121 / 216 , Gen_loss: -0.36241713 MI_loss: 21.979044 Detection error: 0.009842753410339355 time: 8:38:19.482874
- B/E: 122 / 216 , Gen_loss: -0.35695568 MI_loss: 21.704107 Detection error: 0.009836912155151367 time: 8:38:20.373740
- B/E: 123 / 216 , Gen_loss: -0.3609883 MI_loss: 21.88687 Detection error: 0.009830892086029053 time: 8:38:21.261828
- B/E: 124 / 216 , Gen_loss: -0.3651103 MI_loss: 22.109238 Detection error: 0.009831726551055908 time: 8:38:22.092571
- B/E: 125 / 216 , Gen_loss: -0.3525014 MI_loss: 21.405529 Detection error: 0.009832561016082764 time: 8:38:22.954936
- B/E: 126 / 216 , Gen_loss: -0.36225843 MI_loss: 22.04295 Detection error: 0.009844958782196045 time: 8:38:23.838639
- B/E: 127 / 216 , Gen_loss: -0.3619721 MI_loss: 21.826359 Detection error: 0.009842991828918457 time: 8:38:24.721541
- B/E: 128 / 216 , Gen_loss: -0.36972702 MI_loss: 22.28376 Detection error: 0.009847879409790039 time: 8:38:25.603626
- B/E: 129 / 216 , Gen_loss: -0.35969648 MI_loss: 21.98953 Detection error: 0.009854316711425781 time: 8:38:26.487953
- B/E: 130 / 216 , Gen_loss: -0.3619891 MI_loss: 21.838652 Detection error: 0.009860217571258545 time: 8:38:27.373609
- B/E: 131 / 216 , Gen_loss: -0.34813923 MI_loss: 20.93402 Detection error: 0.009864330291748047 time: 8:38:28.208102
- B/E: 132 / 216 , Gen_loss: -0.36426035 MI_loss: 22.020706 Detection error: 0.009858310222625732 time: 8:38:29.189510
- B/E: 133 / 216 , Gen_loss: -0.36198032 MI_loss: 21.908188 Detection error: 0.009861946105957031 time: 8:38:30.073441
- B/E: 134 / 216 , Gen_loss: -0.3594697 MI_loss: 21.926762 Detection error: 0.009867370128631592 time: 8:38:30.958671
- B/E: 135 / 216 , Gen_loss: -0.3476386 MI_loss: 21.131079 Detection error: 0.00987088680267334 time: 8:38:31.849437
- B/E: 136 / 216 , Gen_loss: -0.35978037 MI_loss: 21.773546 Detection error: 0.009866774082183838 time: 8:38:32.735897
- B/E: 137 / 216 , Gen_loss: -0.36451793 MI_loss: 22.076496 Detection error: 0.009869813919067383 time: 8:38:33.622003
- B/E: 138 / 216 , Gen_loss: -0.36488646 MI_loss: 22.19493 Detection error: 0.009871840476989746 time: 8:38:34.509298
- B/E: 139 / 216 , Gen_loss: -0.3507749 MI_loss: 21.253784 Detection error: 0.00988239049911499 time: 8:38:35.390999
- B/E: 140 / 216 , Gen_loss: -0.36400577 MI_loss: 22.103813 Detection error: 0.009881675243377686 time: 8:38:36.277972
- B/E: 141 / 216 , Gen_loss: -0.3485683 MI_loss: 21.057705 Detection error: 0.009876787662506104 time: 8:38:37.167434
- B/E: 142 / 216 , Gen_loss: -0.35958108 MI_loss: 21.840689 Detection error: 0.00987851619720459 time: 8:38:38.056157
- B/E: 143 / 216 , Gen_loss: -0.35103646 MI_loss: 21.227264 Detection error: 0.009875237941741943 time: 8:38:38.940867
- B/E: 144 / 216 , Gen_loss: -0.3558753 MI_loss: 21.406319 Detection error: 0.00988537073135376 time: 8:38:39.826916
- B/E: 145 / 216 , Gen_loss: -0.36296758 MI_loss: 21.890585 Detection error: 0.009891927242279053 time: 8:38:40.715999
- B/E: 146 / 216 , Gen_loss: -0.3575336 MI_loss: 21.427607 Detection error: 0.009892880916595459 time: 8:38:41.604534
- B/E: 147 / 216 , Gen_loss: -0.35795045 MI_loss: 21.64928 Detection error: 0.009894013404846191 time: 8:38:42.495748
- B/E: 148 / 216 , Gen_loss: -0.3514907 MI_loss: 21.204247 Detection error: 0.009898722171783447 time: 8:38:43.470644
- B/E: 149 / 216 , Gen_loss: -0.36369333 MI_loss: 22.086681 Detection error: 0.009904146194458008 time: 8:38:44.350954
-
- Test Loss: 10.260826 Test Error: 0.01068335771560669
- -----
- EPOCH: 217
- B/E: 0 / 217 , Gen_loss: -0.35325027 MI_loss: 21.31418 Detection error: 0.010312497615814209 time: 8:38:46.289429
- B/E: 1 / 217 , Gen_loss: -0.35725433 MI_loss: 21.627867 Detection error: 0.01012498140335083 time: 8:39:17.990431
- B/E: 2 / 217 , Gen_loss: -0.35751745 MI_loss: 21.416355 Detection error: 0.00961458683013916 time: 8:39:18.912055
- B/E: 3 / 217 , Gen_loss: -0.36255053 MI_loss: 22.02999 Detection error: 0.009585916996002197 time: 8:39:19.797067
- B/E: 4 / 217 , Gen_loss: -0.36882654 MI_loss: 22.420506 Detection error: 0.009693741798400879 time: 8:39:20.691569
- B/E: 5 / 217 , Gen_loss: -0.34519446 MI_loss: 20.942667 Detection error: 0.009776055812835693 time: 8:39:21.579376
- B/E: 6 / 217 , Gen_loss: -0.3673761 MI_loss: 22.401024 Detection error: 0.009848237037658691 time: 8:39:22.467502
- B/E: 7 / 217 , Gen_loss: -0.35526586 MI_loss: 21.72868 Detection error: 0.009917974472045898 time: 8:39:23.354242
- B/E: 8 / 217 , Gen_loss: -0.3610147 MI_loss: 21.901234 Detection error: 0.009826362133026123 time: 8:39:24.241272
- B/E: 9 / 217 , Gen_loss: -0.3593872 MI_loss: 21.952383 Detection error: 0.009746849536895752 time: 8:39:25.129481
- B/E: 10 / 217 , Gen_loss: -0.36466345 MI_loss: 22.266754 Detection error: 0.009815335273742676 time: 8:39:26.115573
- B/E: 11 / 217 , Gen_loss: -0.36319765 MI_loss: 21.872402 Detection error: 0.009856760501861572 time: 8:39:26.929662
- B/E: 12 / 217 , Gen_loss: -0.35153255 MI_loss: 21.101273 Detection error: 0.00994950532913208 time: 8:39:27.704277
- B/E: 13 / 217 , Gen_loss: -0.36180335 MI_loss: 21.883253 Detection error: 0.009935259819030762 time: 8:39:28.480307
- B/E: 14 / 217 , Gen_loss: -0.35883602 MI_loss: 21.769487 Detection error: 0.00993335247039795 time: 8:39:29.291594
- B/E: 15 / 217 , Gen_loss: -0.35997242 MI_loss: 21.924412 Detection error: 0.009900391101837158 time: 8:39:30.067894
- B/E: 16 / 217 , Gen_loss: -0.3648851 MI_loss: 21.953693 Detection error: 0.009922802448272705 time: 8:39:30.925062
- B/E: 17 / 217 , Gen_loss: -0.3535078 MI_loss: 21.548094 Detection error: 0.009918391704559326 time: 8:39:31.808887
- B/E: 18 / 217 , Gen_loss: -0.35487312 MI_loss: 21.440052 Detection error: 0.009865105152130127 time: 8:39:32.722119
- B/E: 19 / 217 , Gen_loss: -0.35189793 MI_loss: 21.423191 Detection error: 0.009848415851593018 time: 8:39:33.631344
- B/E: 20 / 217 , Gen_loss: -0.35323334 MI_loss: 21.374878 Detection error: 0.009872019290924072 time: 8:39:34.520134
- B/E: 21 / 217 , Gen_loss: -0.36102572 MI_loss: 21.751553 Detection error: 0.009880661964416504 time: 8:39:35.425147
- B/E: 22 / 217 , Gen_loss: -0.36338758 MI_loss: 21.97584 Detection error: 0.009866833686828613 time: 8:39:36.256438
- B/E: 23 / 217 , Gen_loss: -0.35702974 MI_loss: 21.5923 Detection error: 0.009855449199676514 time: 8:39:37.028976
- B/E: 24 / 217 , Gen_loss: -0.3655552 MI_loss: 22.20382 Detection error: 0.009880006313323975 time: 8:39:37.890962
- B/E: 25 / 217 , Gen_loss: -0.35465634 MI_loss: 21.378849 Detection error: 0.009877383708953857 time: 8:39:38.877374
- B/E: 26 / 217 , Gen_loss: -0.35243633 MI_loss: 21.480213 Detection error: 0.009935200214385986 time: 8:39:39.762518
- B/E: 27 / 217 , Gen_loss: -0.3640584 MI_loss: 22.156164 Detection error: 0.00994640588760376 time: 8:39:40.644262
- B/E: 28 / 217 , Gen_loss: -0.3589858 MI_loss: 21.809347 Detection error: 0.009946107864379883 time: 8:39:41.522397
- B/E: 29 / 217 , Gen_loss: -0.35352588 MI_loss: 21.387856 Detection error: 0.009945809841156006 time: 8:39:42.403634
- B/E: 30 / 217 , Gen_loss: -0.3615548 MI_loss: 21.985765 Detection error: 0.009938478469848633 time: 8:39:43.287050
- B/E: 31 / 217 , Gen_loss: -0.35222957 MI_loss: 21.38013 Detection error: 0.009889662265777588 time: 8:39:44.169558
- B/E: 32 / 217 , Gen_loss: -0.36004585 MI_loss: 21.991385 Detection error: 0.009909093379974365 time: 8:39:45.054504
- B/E: 33 / 217 , Gen_loss: -0.36431593 MI_loss: 22.05564 Detection error: 0.009874105453491211 time: 8:39:45.935035
- B/E: 34 / 217 , Gen_loss: -0.3452553 MI_loss: 20.908432 Detection error: 0.009881258010864258 time: 8:39:46.818906
- B/E: 35 / 217 , Gen_loss: -0.36183688 MI_loss: 21.973888 Detection error: 0.009876728057861328 time: 8:39:47.706895
- B/E: 36 / 217 , Gen_loss: -0.3643504 MI_loss: 21.916454 Detection error: 0.00988006591796875 time: 8:39:48.591162
- B/E: 37 / 217 , Gen_loss: -0.35485202 MI_loss: 21.366993 Detection error: 0.009878277778625488 time: 8:39:49.474694
- B/E: 38 / 217 , Gen_loss: -0.3581283 MI_loss: 21.632275 Detection error: 0.009879827499389648 time: 8:39:50.354131
- B/E: 39 / 217 , Gen_loss: -0.35230795 MI_loss: 21.203598 Detection error: 0.009872674942016602 time: 8:39:51.242705
- B/E: 40 / 217 , Gen_loss: -0.366595 MI_loss: 22.193306 Detection error: 0.009879589080810547 time: 8:39:52.121050
- B/E: 41 / 217 , Gen_loss: -0.3582542 MI_loss: 21.668653 Detection error: 0.00988692045211792 time: 8:39:53.084125
- B/E: 42 / 217 , Gen_loss: -0.35606232 MI_loss: 21.632383 Detection error: 0.009871363639831543 time: 8:39:53.989854
- B/E: 43 / 217 , Gen_loss: -0.36547726 MI_loss: 22.16195 Detection error: 0.009870767593383789 time: 8:39:54.871034
- B/E: 44 / 217 , Gen_loss: -0.36833706 MI_loss: 22.410912 Detection error: 0.009878456592559814 time: 8:39:55.752761
- B/E: 45 / 217 , Gen_loss: -0.3542774 MI_loss: 21.44015 Detection error: 0.00988316535949707 time: 8:39:56.641838
- B/E: 46 / 217 , Gen_loss: -0.35324028 MI_loss: 21.490475 Detection error: 0.009894967079162598 time: 8:39:57.529439
- B/E: 47 / 217 , Gen_loss: -0.36111793 MI_loss: 21.844877 Detection error: 0.009890615940093994 time: 8:39:58.412100
- B/E: 48 / 217 , Gen_loss: -0.35990605 MI_loss: 21.838793 Detection error: 0.009909451007843018 time: 8:39:59.294117
- B/E: 49 / 217 , Gen_loss: -0.35014495 MI_loss: 21.32933 Detection error: 0.009912490844726562 time: 8:40:00.281430
- B/E: 50 / 217 , Gen_loss: -0.35997483 MI_loss: 21.962912 Detection error: 0.00991910696029663 time: 8:40:01.162390
- B/E: 51 / 217 , Gen_loss: -0.35612795 MI_loss: 21.633837 Detection error: 0.009922504425048828 time: 8:40:02.047347
- B/E: 52 / 217 , Gen_loss: -0.37128523 MI_loss: 22.446316 Detection error: 0.009921014308929443 time: 8:40:02.931511
- B/E: 53 / 217 , Gen_loss: -0.36309922 MI_loss: 21.92274 Detection error: 0.009934604167938232 time: 8:40:03.817838
- B/E: 54 / 217 , Gen_loss: -0.3631916 MI_loss: 22.070803 Detection error: 0.009938657283782959 time: 8:40:04.703453
- B/E: 55 / 217 , Gen_loss: -0.35863796 MI_loss: 21.676857 Detection error: 0.00991910696029663 time: 8:40:05.587816
- B/E: 56 / 217 , Gen_loss: -0.36540326 MI_loss: 22.059437 Detection error: 0.009910106658935547 time: 8:40:06.471526
- B/E: 57 / 217 , Gen_loss: -0.35090527 MI_loss: 21.406628 Detection error: 0.009900331497192383 time: 8:40:07.437886
- B/E: 58 / 217 , Gen_loss: -0.36644185 MI_loss: 22.36127 Detection error: 0.009890913963317871 time: 8:40:08.325559
- B/E: 59 / 217 , Gen_loss: -0.36275724 MI_loss: 21.974266 Detection error: 0.009917736053466797 time: 8:40:09.221306
- B/E: 60 / 217 , Gen_loss: -0.35723844 MI_loss: 21.532328 Detection error: 0.009908318519592285 time: 8:40:10.100838
- B/E: 61 / 217 , Gen_loss: -0.35679758 MI_loss: 21.499754 Detection error: 0.009904742240905762 time: 8:40:10.947911
- B/E: 62 / 217 , Gen_loss: -0.36338437 MI_loss: 22.03859 Detection error: 0.009914159774780273 time: 8:40:11.795477
- B/E: 63 / 217 , Gen_loss: -0.35254726 MI_loss: 21.353996 Detection error: 0.009908676147460938 time: 8:40:12.687714
- B/E: 64 / 217 , Gen_loss: -0.3738473 MI_loss: 22.729559 Detection error: 0.009909629821777344 time: 8:40:13.572682
- B/E: 65 / 217 , Gen_loss: -0.35717314 MI_loss: 21.460842 Detection error: 0.0099029541015625 time: 8:40:14.479800
- B/E: 66 / 217 , Gen_loss: -0.3635974 MI_loss: 22.118456 Detection error: 0.00990438461303711 time: 8:40:15.363994
- B/E: 67 / 217 , Gen_loss: -0.35947016 MI_loss: 21.640072 Detection error: 0.009893834590911865 time: 8:40:16.249871
- B/E: 68 / 217 , Gen_loss: -0.35858786 MI_loss: 21.74726 Detection error: 0.009898126125335693 time: 8:40:17.132603
- B/E: 69 / 217 , Gen_loss: -0.36160606 MI_loss: 21.811745 Detection error: 0.009901762008666992 time: 8:40:18.018425
- B/E: 70 / 217 , Gen_loss: -0.36047596 MI_loss: 21.929163 Detection error: 0.009900093078613281 time: 8:40:18.899672
- B/E: 71 / 217 , Gen_loss: -0.3488352 MI_loss: 21.143192 Detection error: 0.009907126426696777 time: 8:40:19.781437
- B/E: 72 / 217 , Gen_loss: -0.36818764 MI_loss: 22.17176 Detection error: 0.009904563426971436 time: 8:40:20.672913
- B/E: 73 / 217 , Gen_loss: -0.36486903 MI_loss: 22.187254 Detection error: 0.009897410869598389 time: 8:40:21.659018
- B/E: 74 / 217 , Gen_loss: -0.3527136 MI_loss: 21.470306 Detection error: 0.009901642799377441 time: 8:40:22.539692
- B/E: 75 / 217 , Gen_loss: -0.34642535 MI_loss: 21.12387 Detection error: 0.009892702102661133 time: 8:40:23.426160
- B/E: 76 / 217 , Gen_loss: -0.35659623 MI_loss: 21.533209 Detection error: 0.009898126125335693 time: 8:40:24.311038
- B/E: 77 / 217 , Gen_loss: -0.35544324 MI_loss: 21.454777 Detection error: 0.009895861148834229 time: 8:40:25.190034
- B/E: 78 / 217 , Gen_loss: -0.35538718 MI_loss: 21.48678 Detection error: 0.009891629219055176 time: 8:40:26.071956
- B/E: 79 / 217 , Gen_loss: -0.36455575 MI_loss: 22.034939 Detection error: 0.009894132614135742 time: 8:40:26.958640
- B/E: 80 / 217 , Gen_loss: -0.35703292 MI_loss: 21.643444 Detection error: 0.009903907775878906 time: 8:40:27.867638
- B/E: 81 / 217 , Gen_loss: -0.37464067 MI_loss: 22.72002 Detection error: 0.009898245334625244 time: 8:40:28.714902
- B/E: 82 / 217 , Gen_loss: -0.34990704 MI_loss: 21.18619 Detection error: 0.009901344776153564 time: 8:40:29.539552
- B/E: 83 / 217 , Gen_loss: -0.3599311 MI_loss: 21.923447 Detection error: 0.009901762008666992 time: 8:40:30.441831
- B/E: 84 / 217 , Gen_loss: -0.35205138 MI_loss: 21.41938 Detection error: 0.009899258613586426 time: 8:40:31.321472
- B/E: 85 / 217 , Gen_loss: -0.34550688 MI_loss: 20.791061 Detection error: 0.009881198406219482 time: 8:40:32.199688
- B/E: 86 / 217 , Gen_loss: -0.35491332 MI_loss: 21.469688 Detection error: 0.00987464189529419 time: 8:40:33.085369
- B/E: 87 / 217 , Gen_loss: -0.3592656 MI_loss: 21.713455 Detection error: 0.00986325740814209 time: 8:40:33.986634
- B/E: 88 / 217 , Gen_loss: -0.36060497 MI_loss: 21.855915 Detection error: 0.009853959083557129 time: 8:40:34.870539
- B/E: 89 / 217 , Gen_loss: -0.35911587 MI_loss: 21.822302 Detection error: 0.009860098361968994 time: 8:40:35.844362
- B/E: 90 / 217 , Gen_loss: -0.3669893 MI_loss: 22.208504 Detection error: 0.009859561920166016 time: 8:40:36.733768
- B/E: 91 / 217 , Gen_loss: -0.34328416 MI_loss: 20.832487 Detection error: 0.00986480712890625 time: 8:40:37.620364
- B/E: 92 / 217 , Gen_loss: -0.34848154 MI_loss: 21.038101 Detection error: 0.009854495525360107 time: 8:40:38.478669
- B/E: 93 / 217 , Gen_loss: -0.35905528 MI_loss: 21.773354 Detection error: 0.00985640287399292 time: 8:40:39.293653
- B/E: 94 / 217 , Gen_loss: -0.36289674 MI_loss: 22.111591 Detection error: 0.009869754314422607 time: 8:40:40.218174
- B/E: 95 / 217 , Gen_loss: -0.34321627 MI_loss: 20.89188 Detection error: 0.009872376918792725 time: 8:40:41.108234
- B/E: 96 / 217 , Gen_loss: -0.35887548 MI_loss: 21.658476 Detection error: 0.009869217872619629 time: 8:40:41.992907
- B/E: 97 / 217 , Gen_loss: -0.35408628 MI_loss: 21.525055 Detection error: 0.009862899780273438 time: 8:40:42.882757
- B/E: 98 / 217 , Gen_loss: -0.35067454 MI_loss: 21.29205 Detection error: 0.009853541851043701 time: 8:40:43.781882
- B/E: 99 / 217 , Gen_loss: -0.3626869 MI_loss: 21.785648 Detection error: 0.00985407829284668 time: 8:40:44.666983
- B/E: 100 / 217 , Gen_loss: -0.36551198 MI_loss: 22.106947 Detection error: 0.009855806827545166 time: 8:40:45.504823
- B/E: 101 / 217 , Gen_loss: -0.3560379 MI_loss: 21.637644 Detection error: 0.009858787059783936 time: 8:40:46.371764
- B/E: 102 / 217 , Gen_loss: -0.3581224 MI_loss: 21.641598 Detection error: 0.009857118129730225 time: 8:40:47.289245
- B/E: 103 / 217 , Gen_loss: -0.36050797 MI_loss: 21.861553 Detection error: 0.009851574897766113 time: 8:40:48.181505
- B/E: 104 / 217 , Gen_loss: -0.34309405 MI_loss: 20.801617 Detection error: 0.009854435920715332 time: 8:40:49.061983
- B/E: 105 / 217 , Gen_loss: -0.36690262 MI_loss: 22.402319 Detection error: 0.009852290153503418 time: 8:40:50.029825
- B/E: 106 / 217 , Gen_loss: -0.36102477 MI_loss: 22.00711 Detection error: 0.009853959083557129 time: 8:40:50.942729
- B/E: 107 / 217 , Gen_loss: -0.36381108 MI_loss: 22.136974 Detection error: 0.00985705852508545 time: 8:40:51.833098
- B/E: 108 / 217 , Gen_loss: -0.3598973 MI_loss: 21.905695 Detection error: 0.009858965873718262 time: 8:40:52.715668
- B/E: 109 / 217 , Gen_loss: -0.35642147 MI_loss: 21.721626 Detection error: 0.009854257106781006 time: 8:40:53.625421
- B/E: 110 / 217 , Gen_loss: -0.36319187 MI_loss: 21.885279 Detection error: 0.009848535060882568 time: 8:40:54.516691
- B/E: 111 / 217 , Gen_loss: -0.35876772 MI_loss: 21.658852 Detection error: 0.00984567403793335 time: 8:40:55.400959
- B/E: 112 / 217 , Gen_loss: -0.34841222 MI_loss: 21.047928 Detection error: 0.009842932224273682 time: 8:40:56.285608
- B/E: 113 / 217 , Gen_loss: -0.35113445 MI_loss: 21.41313 Detection error: 0.00985032320022583 time: 8:40:57.192853
- B/E: 114 / 217 , Gen_loss: -0.3644384 MI_loss: 22.16132 Detection error: 0.00985187292098999 time: 8:40:58.080910
- B/E: 115 / 217 , Gen_loss: -0.36187765 MI_loss: 21.800304 Detection error: 0.009846687316894531 time: 8:40:58.911565
- B/E: 116 / 217 , Gen_loss: -0.36234793 MI_loss: 22.09404 Detection error: 0.00984269380569458 time: 8:40:59.739184
- B/E: 117 / 217 , Gen_loss: -0.34843966 MI_loss: 21.302727 Detection error: 0.009846925735473633 time: 8:41:00.573563
- B/E: 118 / 217 , Gen_loss: -0.36102545 MI_loss: 21.732822 Detection error: 0.009841620922088623 time: 8:41:01.350000
- B/E: 119 / 217 , Gen_loss: -0.36274666 MI_loss: 22.091528 Detection error: 0.009838521480560303 time: 8:41:02.127953
- B/E: 120 / 217 , Gen_loss: -0.36430508 MI_loss: 22.093813 Detection error: 0.009836792945861816 time: 8:41:02.932974
- B/E: 121 / 217 , Gen_loss: -0.3630177 MI_loss: 22.08644 Detection error: 0.009837627410888672 time: 8:41:03.888519
- B/E: 122 / 217 , Gen_loss: -0.36011854 MI_loss: 21.829494 Detection error: 0.009830772876739502 time: 8:41:04.763398
- B/E: 123 / 217 , Gen_loss: -0.34112367 MI_loss: 20.673483 Detection error: 0.009824573993682861 time: 8:41:05.644221
- B/E: 124 / 217 , Gen_loss: -0.3609053 MI_loss: 21.86702 Detection error: 0.00982600450515747 time: 8:41:06.475504
- B/E: 125 / 217 , Gen_loss: -0.36520278 MI_loss: 22.182411 Detection error: 0.009824395179748535 time: 8:41:07.316745
- B/E: 126 / 217 , Gen_loss: -0.35437232 MI_loss: 21.563036 Detection error: 0.009835362434387207 time: 8:41:08.212960
- B/E: 127 / 217 , Gen_loss: -0.36102462 MI_loss: 21.921417 Detection error: 0.009833991527557373 time: 8:41:09.094968
- B/E: 128 / 217 , Gen_loss: -0.3510663 MI_loss: 21.42182 Detection error: 0.009838402271270752 time: 8:41:09.979721
- B/E: 129 / 217 , Gen_loss: -0.36506605 MI_loss: 22.073696 Detection error: 0.009844005107879639 time: 8:41:10.863195
- B/E: 130 / 217 , Gen_loss: -0.37195942 MI_loss: 22.338354 Detection error: 0.009852826595306396 time: 8:41:11.739451
- B/E: 131 / 217 , Gen_loss: -0.36150032 MI_loss: 21.80785 Detection error: 0.009856760501861572 time: 8:41:12.625565
- B/E: 132 / 217 , Gen_loss: -0.36291927 MI_loss: 21.855276 Detection error: 0.009854316711425781 time: 8:41:13.506624
- B/E: 133 / 217 , Gen_loss: -0.3644885 MI_loss: 22.311947 Detection error: 0.00985795259475708 time: 8:41:14.383234
- B/E: 134 / 217 , Gen_loss: -0.36322173 MI_loss: 22.06295 Detection error: 0.009864091873168945 time: 8:41:15.271850
- B/E: 135 / 217 , Gen_loss: -0.36154774 MI_loss: 21.965378 Detection error: 0.009866476058959961 time: 8:41:16.154510
- B/E: 136 / 217 , Gen_loss: -0.36008006 MI_loss: 21.814476 Detection error: 0.009868860244750977 time: 8:41:17.036771
- B/E: 137 / 217 , Gen_loss: -0.35569525 MI_loss: 21.645771 Detection error: 0.009871840476989746 time: 8:41:18.001579
- B/E: 138 / 217 , Gen_loss: -0.35729998 MI_loss: 21.605225 Detection error: 0.009874522686004639 time: 8:41:18.884499
- B/E: 139 / 217 , Gen_loss: -0.37236324 MI_loss: 22.630661 Detection error: 0.009880363941192627 time: 8:41:19.766941
- B/E: 140 / 217 , Gen_loss: -0.36676016 MI_loss: 22.42832 Detection error: 0.009880542755126953 time: 8:41:20.659441
- B/E: 141 / 217 , Gen_loss: -0.36093682 MI_loss: 21.73863 Detection error: 0.009876787662506104 time: 8:41:21.543028
- B/E: 142 / 217 , Gen_loss: -0.35778132 MI_loss: 21.622143 Detection error: 0.00987696647644043 time: 8:41:22.427518
- B/E: 143 / 217 , Gen_loss: -0.358986 MI_loss: 21.772852 Detection error: 0.009878695011138916 time: 8:41:23.274198
- B/E: 144 / 217 , Gen_loss: -0.3562303 MI_loss: 21.51648 Detection error: 0.009886205196380615 time: 8:41:24.184987
- B/E: 145 / 217 , Gen_loss: -0.35544878 MI_loss: 21.540234 Detection error: 0.00988847017288208 time: 8:41:25.064305
- B/E: 146 / 217 , Gen_loss: -0.35813546 MI_loss: 21.594103 Detection error: 0.009890496730804443 time: 8:41:25.950992
- B/E: 147 / 217 , Gen_loss: -0.3642522 MI_loss: 22.136017 Detection error: 0.009895265102386475 time: 8:41:26.838119
- B/E: 148 / 217 , Gen_loss: -0.36747006 MI_loss: 22.30793 Detection error: 0.00989830493927002 time: 8:41:27.729940
- B/E: 149 / 217 , Gen_loss: -0.35847807 MI_loss: 21.7635 Detection error: 0.00990372896194458 time: 8:41:28.610659
-
- Test Loss: 10.262843 Test Error: 0.010733306407928467
- -----
- EPOCH: 218
- B/E: 0 / 218 , Gen_loss: -0.35688424 MI_loss: 21.552021 Detection error: 0.010437488555908203 time: 8:41:30.588467
- B/E: 1 / 218 , Gen_loss: -0.3495506 MI_loss: 21.242998 Detection error: 0.010093748569488525 time: 8:42:01.860261
- B/E: 2 / 218 , Gen_loss: -0.3612464 MI_loss: 21.865551 Detection error: 0.009854137897491455 time: 8:42:02.877702
- B/E: 3 / 218 , Gen_loss: -0.35403922 MI_loss: 21.334053 Detection error: 0.009703099727630615 time: 8:42:03.777718
- B/E: 4 / 218 , Gen_loss: -0.35430488 MI_loss: 21.552425 Detection error: 0.009812474250793457 time: 8:42:04.677773
- B/E: 5 / 218 , Gen_loss: -0.35570586 MI_loss: 21.679977 Detection error: 0.009848952293395996 time: 8:42:05.554160
- B/E: 6 / 218 , Gen_loss: -0.35740048 MI_loss: 21.631464 Detection error: 0.009803593158721924 time: 8:42:06.435554
- B/E: 7 / 218 , Gen_loss: -0.36056313 MI_loss: 21.892836 Detection error: 0.009886741638183594 time: 8:42:07.293478
- B/E: 8 / 218 , Gen_loss: -0.36028132 MI_loss: 21.749056 Detection error: 0.009815990924835205 time: 8:42:08.108385
- B/E: 9 / 218 , Gen_loss: -0.36388937 MI_loss: 22.032616 Detection error: 0.0098000168800354 time: 8:42:08.924702
- B/E: 10 / 218 , Gen_loss: -0.36977714 MI_loss: 22.451262 Detection error: 0.00984656810760498 time: 8:42:09.790197
- B/E: 11 / 218 , Gen_loss: -0.35979012 MI_loss: 21.787247 Detection error: 0.009862005710601807 time: 8:42:10.696469
- B/E: 12 / 218 , Gen_loss: -0.35861403 MI_loss: 21.840593 Detection error: 0.00993269681930542 time: 8:42:11.580690
- B/E: 13 / 218 , Gen_loss: -0.36576465 MI_loss: 22.175047 Detection error: 0.009915173053741455 time: 8:42:12.465449
- B/E: 14 / 218 , Gen_loss: -0.35412273 MI_loss: 21.406593 Detection error: 0.00990206003189087 time: 8:42:13.347113
- B/E: 15 / 218 , Gen_loss: -0.3638768 MI_loss: 22.043297 Detection error: 0.009908199310302734 time: 8:42:14.236621
- B/E: 16 / 218 , Gen_loss: -0.3556159 MI_loss: 21.490063 Detection error: 0.00990074872970581 time: 8:42:15.119766
- B/E: 17 / 218 , Gen_loss: -0.3616869 MI_loss: 21.994875 Detection error: 0.009864568710327148 time: 8:42:15.948428
- B/E: 18 / 218 , Gen_loss: -0.35515252 MI_loss: 21.676868 Detection error: 0.009825646877288818 time: 8:42:16.904441
- B/E: 19 / 218 , Gen_loss: -0.35751176 MI_loss: 21.66297 Detection error: 0.00982654094696045 time: 8:42:17.791459
- B/E: 20 / 218 , Gen_loss: -0.361487 MI_loss: 21.935787 Detection error: 0.009834825992584229 time: 8:42:18.679687
- B/E: 21 / 218 , Gen_loss: -0.35671508 MI_loss: 21.67062 Detection error: 0.00985652208328247 time: 8:42:19.564014
- B/E: 22 / 218 , Gen_loss: -0.3737175 MI_loss: 22.608873 Detection error: 0.009849190711975098 time: 8:42:20.451314
- B/E: 23 / 218 , Gen_loss: -0.3617501 MI_loss: 21.907328 Detection error: 0.009826838970184326 time: 8:42:21.339673
- B/E: 24 / 218 , Gen_loss: -0.35252976 MI_loss: 21.195362 Detection error: 0.009836256504058838 time: 8:42:22.231786
- B/E: 25 / 218 , Gen_loss: -0.35311726 MI_loss: 21.143456 Detection error: 0.009858191013336182 time: 8:42:23.118179
- B/E: 26 / 218 , Gen_loss: -0.35609606 MI_loss: 21.766142 Detection error: 0.00992131233215332 time: 8:42:24.005238
- B/E: 27 / 218 , Gen_loss: -0.35864067 MI_loss: 21.896902 Detection error: 0.00993192195892334 time: 8:42:24.897948
- B/E: 28 / 218 , Gen_loss: -0.3492572 MI_loss: 21.178822 Detection error: 0.009937524795532227 time: 8:42:25.794552
- B/E: 29 / 218 , Gen_loss: -0.3649334 MI_loss: 22.139174 Detection error: 0.00995105504989624 time: 8:42:26.685014
- B/E: 30 / 218 , Gen_loss: -0.35871717 MI_loss: 21.60533 Detection error: 0.009925425052642822 time: 8:42:27.574737
- B/E: 31 / 218 , Gen_loss: -0.36512882 MI_loss: 22.126762 Detection error: 0.009896457195281982 time: 8:42:28.549224
- B/E: 32 / 218 , Gen_loss: -0.3671137 MI_loss: 22.384514 Detection error: 0.009895861148834229 time: 8:42:29.379194
- B/E: 33 / 218 , Gen_loss: -0.3584922 MI_loss: 21.632801 Detection error: 0.009867668151855469 time: 8:42:30.176006
- B/E: 34 / 218 , Gen_loss: -0.350784 MI_loss: 21.313341 Detection error: 0.009874999523162842 time: 8:42:30.967265
- B/E: 35 / 218 , Gen_loss: -0.3577015 MI_loss: 21.52066 Detection error: 0.009864568710327148 time: 8:42:31.778878
- B/E: 36 / 218 , Gen_loss: -0.3666441 MI_loss: 22.275562 Detection error: 0.009867370128631592 time: 8:42:32.600953
- B/E: 37 / 218 , Gen_loss: -0.3697964 MI_loss: 22.527536 Detection error: 0.009870052337646484 time: 8:42:33.415515
- B/E: 38 / 218 , Gen_loss: -0.3489178 MI_loss: 21.096577 Detection error: 0.009882986545562744 time: 8:42:34.187389
- B/E: 39 / 218 , Gen_loss: -0.36431623 MI_loss: 21.934242 Detection error: 0.009875774383544922 time: 8:42:35.055050
- B/E: 40 / 218 , Gen_loss: -0.35556188 MI_loss: 21.46 Detection error: 0.009873449802398682 time: 8:42:35.938051
- B/E: 41 / 218 , Gen_loss: -0.3632374 MI_loss: 21.968822 Detection error: 0.009869813919067383 time: 8:42:36.819587
- B/E: 42 / 218 , Gen_loss: -0.3651546 MI_loss: 22.127275 Detection error: 0.009859025478363037 time: 8:42:37.707003
- B/E: 43 / 218 , Gen_loss: -0.35707465 MI_loss: 21.688435 Detection error: 0.00985652208328247 time: 8:42:38.589405
- B/E: 44 / 218 , Gen_loss: -0.3569299 MI_loss: 21.793978 Detection error: 0.00988680124282837 time: 8:42:39.469239
- B/E: 45 / 218 , Gen_loss: -0.36707082 MI_loss: 22.237144 Detection error: 0.009874999523162842 time: 8:42:40.351792
- B/E: 46 / 218 , Gen_loss: -0.35334358 MI_loss: 21.463686 Detection error: 0.009890973567962646 time: 8:42:41.242236
- B/E: 47 / 218 , Gen_loss: -0.3514641 MI_loss: 21.236237 Detection error: 0.009889960289001465 time: 8:42:42.049625
- B/E: 48 / 218 , Gen_loss: -0.3548238 MI_loss: 21.544506 Detection error: 0.00989985466003418 time: 8:42:42.901726
- B/E: 49 / 218 , Gen_loss: -0.35383412 MI_loss: 21.568615 Detection error: 0.009913742542266846 time: 8:42:43.677933
- B/E: 50 / 218 , Gen_loss: -0.34932867 MI_loss: 21.154425 Detection error: 0.009911775588989258 time: 8:42:44.548979
- B/E: 51 / 218 , Gen_loss: -0.35306534 MI_loss: 21.494604 Detection error: 0.009917676448822021 time: 8:42:45.404302
- B/E: 52 / 218 , Gen_loss: -0.36309284 MI_loss: 22.129744 Detection error: 0.009921550750732422 time: 8:42:46.179931
- B/E: 53 / 218 , Gen_loss: -0.3643359 MI_loss: 22.09705 Detection error: 0.009932279586791992 time: 8:42:46.979648
- B/E: 54 / 218 , Gen_loss: -0.35307932 MI_loss: 21.41858 Detection error: 0.009931802749633789 time: 8:42:47.856952
- B/E: 55 / 218 , Gen_loss: -0.35251665 MI_loss: 21.286552 Detection error: 0.009916841983795166 time: 8:42:48.746035
- B/E: 56 / 218 , Gen_loss: -0.36953402 MI_loss: 22.39984 Detection error: 0.009903490543365479 time: 8:42:49.630224
- B/E: 57 / 218 , Gen_loss: -0.3720895 MI_loss: 22.570276 Detection error: 0.009894371032714844 time: 8:42:50.541419
- B/E: 58 / 218 , Gen_loss: -0.36328456 MI_loss: 22.06342 Detection error: 0.009891390800476074 time: 8:42:51.425599
- B/E: 59 / 218 , Gen_loss: -0.36188066 MI_loss: 21.910337 Detection error: 0.009908854961395264 time: 8:42:52.309598
- B/E: 60 / 218 , Gen_loss: -0.36086428 MI_loss: 21.831167 Detection error: 0.009904742240905762 time: 8:42:53.195833
- B/E: 61 / 218 , Gen_loss: -0.36125484 MI_loss: 21.958282 Detection error: 0.009903252124786377 time: 8:42:54.081866
- B/E: 62 / 218 , Gen_loss: -0.3566326 MI_loss: 21.589684 Detection error: 0.00991123914718628 time: 8:42:54.966215
- B/E: 63 / 218 , Gen_loss: -0.36402828 MI_loss: 21.94373 Detection error: 0.009907722473144531 time: 8:42:55.950692
- B/E: 64 / 218 , Gen_loss: -0.35831302 MI_loss: 21.84524 Detection error: 0.009907186031341553 time: 8:42:56.834316
- B/E: 65 / 218 , Gen_loss: -0.35563055 MI_loss: 21.468464 Detection error: 0.00990670919418335 time: 8:42:57.720383
- B/E: 66 / 218 , Gen_loss: -0.36004502 MI_loss: 21.945982 Detection error: 0.00990670919418335 time: 8:42:58.549989
- B/E: 67 / 218 , Gen_loss: -0.36923805 MI_loss: 22.380018 Detection error: 0.009899377822875977 time: 8:42:59.401914
- B/E: 68 / 218 , Gen_loss: -0.36099327 MI_loss: 21.942585 Detection error: 0.009904921054840088 time: 8:43:00.273299
- B/E: 69 / 218 , Gen_loss: -0.35447222 MI_loss: 21.510809 Detection error: 0.00990980863571167 time: 8:43:01.160661
- B/E: 70 / 218 , Gen_loss: -0.3626121 MI_loss: 21.910439 Detection error: 0.009906232357025146 time: 8:43:02.043492
- B/E: 71 / 218 , Gen_loss: -0.36462906 MI_loss: 22.017538 Detection error: 0.00991278886795044 time: 8:43:02.934953
- B/E: 72 / 218 , Gen_loss: -0.35970283 MI_loss: 21.864813 Detection error: 0.009906649589538574 time: 8:43:03.825268
- B/E: 73 / 218 , Gen_loss: -0.35407177 MI_loss: 21.4533 Detection error: 0.009901165962219238 time: 8:43:04.728600
- B/E: 74 / 218 , Gen_loss: -0.36811835 MI_loss: 22.394157 Detection error: 0.009904563426971436 time: 8:43:05.620296
- B/E: 75 / 218 , Gen_loss: -0.34947836 MI_loss: 21.22791 Detection error: 0.009900510311126709 time: 8:43:06.520686
- B/E: 76 / 218 , Gen_loss: -0.35711947 MI_loss: 21.540215 Detection error: 0.009898543357849121 time: 8:43:07.409537
- B/E: 77 / 218 , Gen_loss: -0.3637502 MI_loss: 22.184769 Detection error: 0.009898245334625244 time: 8:43:08.298274
- B/E: 78 / 218 , Gen_loss: -0.36013493 MI_loss: 21.766531 Detection error: 0.00988847017288208 time: 8:43:09.184044
- B/E: 79 / 218 , Gen_loss: -0.36950767 MI_loss: 22.325993 Detection error: 0.009900391101837158 time: 8:43:10.154915
- B/E: 80 / 218 , Gen_loss: -0.36441094 MI_loss: 22.175247 Detection error: 0.009908556938171387 time: 8:43:10.976722
- B/E: 81 / 218 , Gen_loss: -0.36185193 MI_loss: 21.96535 Detection error: 0.00990283489227295 time: 8:43:11.751215
- B/E: 82 / 218 , Gen_loss: -0.3588071 MI_loss: 21.600082 Detection error: 0.009900212287902832 time: 8:43:12.590612
- B/E: 83 / 218 , Gen_loss: -0.35776305 MI_loss: 21.681534 Detection error: 0.009900271892547607 time: 8:43:13.383714
- B/E: 84 / 218 , Gen_loss: -0.3605505 MI_loss: 21.816433 Detection error: 0.009897768497467041 time: 8:43:14.265660
- B/E: 85 / 218 , Gen_loss: -0.3615889 MI_loss: 21.894703 Detection error: 0.009876787662506104 time: 8:43:15.153560
- B/E: 86 / 218 , Gen_loss: -0.35724118 MI_loss: 21.68706 Detection error: 0.009880363941192627 time: 8:43:16.040081
- B/E: 87 / 218 , Gen_loss: -0.35650977 MI_loss: 21.49199 Detection error: 0.00986325740814209 time: 8:43:16.923329
- B/E: 88 / 218 , Gen_loss: -0.36649117 MI_loss: 22.335398 Detection error: 0.009852886199951172 time: 8:43:17.808388
- B/E: 89 / 218 , Gen_loss: -0.36043963 MI_loss: 21.890116 Detection error: 0.009865641593933105 time: 8:43:18.700218
- B/E: 90 / 218 , Gen_loss: -0.3671454 MI_loss: 22.20897 Detection error: 0.009866416454315186 time: 8:43:19.586484
- B/E: 91 / 218 , Gen_loss: -0.3557447 MI_loss: 21.486835 Detection error: 0.009868204593658447 time: 8:43:20.469504
- B/E: 92 / 218 , Gen_loss: -0.35209158 MI_loss: 21.256428 Detection error: 0.009857177734375 time: 8:43:21.354349
- B/E: 93 / 218 , Gen_loss: -0.36072037 MI_loss: 21.876268 Detection error: 0.00985807180404663 time: 8:43:22.241387
- B/E: 94 / 218 , Gen_loss: -0.36312187 MI_loss: 22.216255 Detection error: 0.009870707988739014 time: 8:43:23.088311
- B/E: 95 / 218 , Gen_loss: -0.35303602 MI_loss: 21.473637 Detection error: 0.009874701499938965 time: 8:43:23.964422
- B/E: 96 / 218 , Gen_loss: -0.35443202 MI_loss: 21.411879 Detection error: 0.009872078895568848 time: 8:43:24.752208
- B/E: 97 / 218 , Gen_loss: -0.35289448 MI_loss: 21.450459 Detection error: 0.00986480712890625 time: 8:43:25.525111
- B/E: 98 / 218 , Gen_loss: -0.35535532 MI_loss: 21.277353 Detection error: 0.009854793548583984 time: 8:43:26.322630
- B/E: 99 / 218 , Gen_loss: -0.35462275 MI_loss: 21.48232 Detection error: 0.00985562801361084 time: 8:43:27.097694
- B/E: 100 / 218 , Gen_loss: -0.36956304 MI_loss: 22.365269 Detection error: 0.009858012199401855 time: 8:43:27.877778
- B/E: 101 / 218 , Gen_loss: -0.34635654 MI_loss: 20.934555 Detection error: 0.00986093282699585 time: 8:43:28.738507
- B/E: 102 / 218 , Gen_loss: -0.3557258 MI_loss: 21.553865 Detection error: 0.009858906269073486 time: 8:43:29.641230
- B/E: 103 / 218 , Gen_loss: -0.35884213 MI_loss: 21.654358 Detection error: 0.009858489036560059 time: 8:43:30.527027
- B/E: 104 / 218 , Gen_loss: -0.3685982 MI_loss: 22.308662 Detection error: 0.009858310222625732 time: 8:43:31.413228
- B/E: 105 / 218 , Gen_loss: -0.3600216 MI_loss: 21.954704 Detection error: 0.009856998920440674 time: 8:43:32.298306
- B/E: 106 / 218 , Gen_loss: -0.35591394 MI_loss: 21.581818 Detection error: 0.009858965873718262 time: 8:43:33.183942
- B/E: 107 / 218 , Gen_loss: -0.3585555 MI_loss: 21.644821 Detection error: 0.009856462478637695 time: 8:43:34.068196
- B/E: 108 / 218 , Gen_loss: -0.3607098 MI_loss: 21.854279 Detection error: 0.009861528873443604 time: 8:43:34.952213
- B/E: 109 / 218 , Gen_loss: -0.3500558 MI_loss: 21.026869 Detection error: 0.009860515594482422 time: 8:43:35.846516
- B/E: 110 / 218 , Gen_loss: -0.35924536 MI_loss: 21.681726 Detection error: 0.009851932525634766 time: 8:43:36.733168
- B/E: 111 / 218 , Gen_loss: -0.35905373 MI_loss: 21.683931 Detection error: 0.009850740432739258 time: 8:43:37.715339
- B/E: 112 / 218 , Gen_loss: -0.36408797 MI_loss: 22.064604 Detection error: 0.009852588176727295 time: 8:43:38.601549
- B/E: 113 / 218 , Gen_loss: -0.3576638 MI_loss: 21.828152 Detection error: 0.009853899478912354 time: 8:43:39.554097
- B/E: 114 / 218 , Gen_loss: -0.36143076 MI_loss: 21.867565 Detection error: 0.009855687618255615 time: 8:43:40.436659
- B/E: 115 / 218 , Gen_loss: -0.36214995 MI_loss: 21.877592 Detection error: 0.009853184223175049 time: 8:43:41.303639
- B/E: 116 / 218 , Gen_loss: -0.35476986 MI_loss: 21.521301 Detection error: 0.00985175371170044 time: 8:43:42.176313
- B/E: 117 / 218 , Gen_loss: -0.35469413 MI_loss: 21.566582 Detection error: 0.00985407829284668 time: 8:43:43.012294
- B/E: 118 / 218 , Gen_loss: -0.3573482 MI_loss: 21.61371 Detection error: 0.009846627712249756 time: 8:43:43.861473
- B/E: 119 / 218 , Gen_loss: -0.35449192 MI_loss: 21.500858 Detection error: 0.009837508201599121 time: 8:43:44.669054
- B/E: 120 / 218 , Gen_loss: -0.35187832 MI_loss: 21.360157 Detection error: 0.0098380446434021 time: 8:43:45.450219
- B/E: 121 / 218 , Gen_loss: -0.35331964 MI_loss: 21.488554 Detection error: 0.0098457932472229 time: 8:43:46.323124
- B/E: 122 / 218 , Gen_loss: -0.35645574 MI_loss: 21.417889 Detection error: 0.009834349155426025 time: 8:43:47.203964
- B/E: 123 / 218 , Gen_loss: -0.37403652 MI_loss: 22.69065 Detection error: 0.009830653667449951 time: 8:43:48.094993
- B/E: 124 / 218 , Gen_loss: -0.3679989 MI_loss: 22.266335 Detection error: 0.009827256202697754 time: 8:43:48.966450
- B/E: 125 / 218 , Gen_loss: -0.36317348 MI_loss: 22.184845 Detection error: 0.009830355644226074 time: 8:43:49.835103
- B/E: 126 / 218 , Gen_loss: -0.3582992 MI_loss: 21.873512 Detection error: 0.009839057922363281 time: 8:43:50.729459
- B/E: 127 / 218 , Gen_loss: -0.35198694 MI_loss: 21.371359 Detection error: 0.00983816385269165 time: 8:43:51.700319
- B/E: 128 / 218 , Gen_loss: -0.35976407 MI_loss: 21.961098 Detection error: 0.009844481945037842 time: 8:43:52.575017
- B/E: 129 / 218 , Gen_loss: -0.36662385 MI_loss: 22.36162 Detection error: 0.00984954833984375 time: 8:43:53.450589
- B/E: 130 / 218 , Gen_loss: -0.36592698 MI_loss: 22.038948 Detection error: 0.009858548641204834 time: 8:43:54.331215
- B/E: 131 / 218 , Gen_loss: -0.35934496 MI_loss: 21.815735 Detection error: 0.009862899780273438 time: 8:43:55.117846
- B/E: 132 / 218 , Gen_loss: -0.36952427 MI_loss: 22.355999 Detection error: 0.009858787059783936 time: 8:43:55.899805
- B/E: 133 / 218 , Gen_loss: -0.3668312 MI_loss: 22.272661 Detection error: 0.009861946105957031 time: 8:43:56.675311
- B/E: 134 / 218 , Gen_loss: -0.36060676 MI_loss: 21.93506 Detection error: 0.009868502616882324 time: 8:43:57.537420
- B/E: 135 / 218 , Gen_loss: -0.3586164 MI_loss: 21.700436 Detection error: 0.009868323802947998 time: 8:43:58.433844
- B/E: 136 / 218 , Gen_loss: -0.363784 MI_loss: 21.910734 Detection error: 0.00987178087234497 time: 8:43:59.317677
- B/E: 137 / 218 , Gen_loss: -0.3535774 MI_loss: 21.445995 Detection error: 0.009875893592834473 time: 8:44:00.123096
- B/E: 138 / 218 , Gen_loss: -0.35667938 MI_loss: 21.645529 Detection error: 0.009878814220428467 time: 8:44:00.968474
- B/E: 139 / 218 , Gen_loss: -0.35843977 MI_loss: 21.621208 Detection error: 0.009880125522613525 time: 8:44:01.778428
- B/E: 140 / 218 , Gen_loss: -0.35335687 MI_loss: 21.414257 Detection error: 0.009880304336547852 time: 8:44:02.638939
- B/E: 141 / 218 , Gen_loss: -0.36253506 MI_loss: 22.017775 Detection error: 0.00988006591796875 time: 8:44:03.484040
- B/E: 142 / 218 , Gen_loss: -0.36316594 MI_loss: 22.015451 Detection error: 0.009873449802398682 time: 8:44:04.323692
- B/E: 143 / 218 , Gen_loss: -0.37155914 MI_loss: 22.517185 Detection error: 0.009875237941741943 time: 8:44:05.237632
- B/E: 144 / 218 , Gen_loss: -0.36439827 MI_loss: 22.094954 Detection error: 0.009884893894195557 time: 8:44:06.154332
- B/E: 145 / 218 , Gen_loss: -0.3584317 MI_loss: 21.749405 Detection error: 0.00988847017288208 time: 8:44:07.082414
- B/E: 146 / 218 , Gen_loss: -0.35831696 MI_loss: 21.646336 Detection error: 0.00989389419555664 time: 8:44:07.963636
- B/E: 147 / 218 , Gen_loss: -0.37232253 MI_loss: 22.471413 Detection error: 0.009893357753753662 time: 8:44:08.897797
- B/E: 148 / 218 , Gen_loss: -0.36657804 MI_loss: 22.189789 Detection error: 0.00989598035812378 time: 8:44:09.840938
- B/E: 149 / 218 , Gen_loss: -0.36015755 MI_loss: 21.953732 Detection error: 0.009901881217956543 time: 8:44:10.726365
-
- Test Loss: 10.267746 Test Error: 0.010675013065338135
- -----
- EPOCH: 219
- B/E: 0 / 219 , Gen_loss: -0.35620213 MI_loss: 21.629997 Detection error: 0.010531246662139893 time: 8:44:12.670722
- B/E: 1 / 219 , Gen_loss: -0.34957427 MI_loss: 21.047745 Detection error: 0.010140597820281982 time: 8:44:45.733577
- B/E: 2 / 219 , Gen_loss: -0.36102775 MI_loss: 21.79124 Detection error: 0.009718775749206543 time: 8:44:46.693280
- B/E: 3 / 219 , Gen_loss: -0.3685258 MI_loss: 22.37381 Detection error: 0.009718775749206543 time: 8:44:47.591151
- B/E: 4 / 219 , Gen_loss: -0.36528358 MI_loss: 22.214771 Detection error: 0.009706258773803711 time: 8:44:48.486786
- B/E: 5 / 219 , Gen_loss: -0.3592208 MI_loss: 21.973656 Detection error: 0.009833335876464844 time: 8:44:49.488769
- B/E: 6 / 219 , Gen_loss: -0.36010072 MI_loss: 21.843618 Detection error: 0.009852707386016846 time: 8:44:50.386264
- B/E: 7 / 219 , Gen_loss: -0.35898098 MI_loss: 21.837328 Detection error: 0.009878933429718018 time: 8:44:51.278618
- B/E: 8 / 219 , Gen_loss: -0.35761943 MI_loss: 21.708593 Detection error: 0.009815990924835205 time: 8:44:52.174547
- B/E: 9 / 219 , Gen_loss: -0.35662144 MI_loss: 21.62942 Detection error: 0.009784400463104248 time: 8:44:53.069627
- B/E: 10 / 219 , Gen_loss: -0.3601474 MI_loss: 21.925224 Detection error: 0.00984656810760498 time: 8:44:53.968623
- B/E: 11 / 219 , Gen_loss: -0.35668236 MI_loss: 21.56704 Detection error: 0.009872376918792725 time: 8:44:54.867173
- B/E: 12 / 219 , Gen_loss: -0.3661924 MI_loss: 22.085215 Detection error: 0.009942293167114258 time: 8:44:55.769128
- B/E: 13 / 219 , Gen_loss: -0.35558304 MI_loss: 21.601376 Detection error: 0.009933054447174072 time: 8:44:56.667806
- B/E: 14 / 219 , Gen_loss: -0.36620104 MI_loss: 22.200222 Detection error: 0.009897887706756592 time: 8:44:57.566773
- B/E: 15 / 219 , Gen_loss: -0.36471257 MI_loss: 22.219522 Detection error: 0.009925782680511475 time: 8:44:58.468005
- B/E: 16 / 219 , Gen_loss: -0.35510433 MI_loss: 21.431099 Detection error: 0.00990074872970581 time: 8:44:59.371139
- B/E: 17 / 219 , Gen_loss: -0.36310703 MI_loss: 22.021423 Detection error: 0.009850680828094482 time: 8:45:00.270791
- B/E: 18 / 219 , Gen_loss: -0.35073447 MI_loss: 21.208632 Detection error: 0.009822368621826172 time: 8:45:01.174812
- B/E: 19 / 219 , Gen_loss: -0.36713928 MI_loss: 22.404028 Detection error: 0.00980466604232788 time: 8:45:02.078822
- B/E: 20 / 219 , Gen_loss: -0.35786468 MI_loss: 21.791403 Detection error: 0.009854137897491455 time: 8:45:03.060061
- B/E: 21 / 219 , Gen_loss: -0.356124 MI_loss: 21.695103 Detection error: 0.00985652208328247 time: 8:45:03.888271
- B/E: 22 / 219 , Gen_loss: -0.36059773 MI_loss: 21.676653 Detection error: 0.00984644889831543 time: 8:45:04.805793
- B/E: 23 / 219 , Gen_loss: -0.3609703 MI_loss: 21.863453 Detection error: 0.009829401969909668 time: 8:45:05.701607
- B/E: 24 / 219 , Gen_loss: -0.35943645 MI_loss: 21.663515 Detection error: 0.009835004806518555 time: 8:45:06.597629
- B/E: 25 / 219 , Gen_loss: -0.34640765 MI_loss: 20.977234 Detection error: 0.00986778736114502 time: 8:45:07.497261
- B/E: 26 / 219 , Gen_loss: -0.35180962 MI_loss: 21.332895 Detection error: 0.009893536567687988 time: 8:45:08.394996
- B/E: 27 / 219 , Gen_loss: -0.35889018 MI_loss: 21.78709 Detection error: 0.009901762008666992 time: 8:45:09.293611
- B/E: 28 / 219 , Gen_loss: -0.3660839 MI_loss: 22.206556 Detection error: 0.00992131233215332 time: 8:45:10.196766
- B/E: 29 / 219 , Gen_loss: -0.35642743 MI_loss: 21.694096 Detection error: 0.009939610958099365 time: 8:45:11.098073
- B/E: 30 / 219 , Gen_loss: -0.364532 MI_loss: 22.15758 Detection error: 0.009921371936798096 time: 8:45:11.996706
- B/E: 31 / 219 , Gen_loss: -0.35482514 MI_loss: 21.413353 Detection error: 0.009892582893371582 time: 8:45:12.891428
- B/E: 32 / 219 , Gen_loss: -0.3614348 MI_loss: 21.853426 Detection error: 0.009893953800201416 time: 8:45:13.793931
- B/E: 33 / 219 , Gen_loss: -0.34708425 MI_loss: 21.133749 Detection error: 0.009856641292572021 time: 8:45:14.685726
- B/E: 34 / 219 , Gen_loss: -0.35714743 MI_loss: 21.691502 Detection error: 0.009854435920715332 time: 8:45:15.567843
- B/E: 35 / 219 , Gen_loss: -0.3566463 MI_loss: 21.559187 Detection error: 0.009858489036560059 time: 8:45:16.453040
- B/E: 36 / 219 , Gen_loss: -0.37372166 MI_loss: 22.585114 Detection error: 0.009855568408966064 time: 8:45:17.410451
- B/E: 37 / 219 , Gen_loss: -0.3654511 MI_loss: 22.166033 Detection error: 0.009851992130279541 time: 8:45:18.279703
- B/E: 38 / 219 , Gen_loss: -0.35070017 MI_loss: 21.243685 Detection error: 0.00987178087234497 time: 8:45:19.160565
- B/E: 39 / 219 , Gen_loss: -0.36760712 MI_loss: 22.114738 Detection error: 0.009849190711975098 time: 8:45:20.034992
- B/E: 40 / 219 , Gen_loss: -0.3607142 MI_loss: 21.757574 Detection error: 0.009843766689300537 time: 8:45:20.917277
- B/E: 41 / 219 , Gen_loss: -0.35547835 MI_loss: 21.565386 Detection error: 0.009846746921539307 time: 8:45:21.811764
- B/E: 42 / 219 , Gen_loss: -0.3689987 MI_loss: 22.28445 Detection error: 0.009853184223175049 time: 8:45:22.739087
- B/E: 43 / 219 , Gen_loss: -0.36762634 MI_loss: 22.100452 Detection error: 0.00984656810760498 time: 8:45:23.644633
- B/E: 44 / 219 , Gen_loss: -0.34988713 MI_loss: 21.18454 Detection error: 0.009845852851867676 time: 8:45:24.543540
- B/E: 45 / 219 , Gen_loss: -0.36862785 MI_loss: 22.350866 Detection error: 0.009866178035736084 time: 8:45:25.477486
- B/E: 46 / 219 , Gen_loss: -0.37242606 MI_loss: 22.62897 Detection error: 0.009877681732177734 time: 8:45:26.387541
- B/E: 47 / 219 , Gen_loss: -0.3632431 MI_loss: 21.95232 Detection error: 0.009870469570159912 time: 8:45:27.288307
- B/E: 48 / 219 , Gen_loss: -0.35730973 MI_loss: 21.68441 Detection error: 0.009889662265777588 time: 8:45:28.184929
- B/E: 49 / 219 , Gen_loss: -0.35885373 MI_loss: 21.766857 Detection error: 0.009899377822875977 time: 8:45:29.087093
- B/E: 50 / 219 , Gen_loss: -0.36010107 MI_loss: 21.835176 Detection error: 0.009899497032165527 time: 8:45:29.985826
- B/E: 51 / 219 , Gen_loss: -0.361697 MI_loss: 22.112318 Detection error: 0.009911060333251953 time: 8:45:30.886155
- B/E: 52 / 219 , Gen_loss: -0.37463316 MI_loss: 22.746674 Detection error: 0.009905636310577393 time: 8:45:31.883391
- B/E: 53 / 219 , Gen_loss: -0.3649035 MI_loss: 22.039152 Detection error: 0.009910285472869873 time: 8:45:32.782657
- B/E: 54 / 219 , Gen_loss: -0.36092505 MI_loss: 21.82285 Detection error: 0.009917020797729492 time: 8:45:33.683688
- B/E: 55 / 219 , Gen_loss: -0.3644446 MI_loss: 21.997965 Detection error: 0.009886741638183594 time: 8:45:34.582474
- B/E: 56 / 219 , Gen_loss: -0.36325827 MI_loss: 21.92311 Detection error: 0.00988703966140747 time: 8:45:35.480840
- B/E: 57 / 219 , Gen_loss: -0.3731453 MI_loss: 22.596977 Detection error: 0.009887397289276123 time: 8:45:36.383647
- B/E: 58 / 219 , Gen_loss: -0.35602042 MI_loss: 21.509705 Detection error: 0.009870767593383789 time: 8:45:37.280620
- B/E: 59 / 219 , Gen_loss: -0.35587022 MI_loss: 21.604256 Detection error: 0.009892702102661133 time: 8:45:38.181974
- B/E: 60 / 219 , Gen_loss: -0.35096908 MI_loss: 21.177662 Detection error: 0.00988626480102539 time: 8:45:39.083327
- B/E: 61 / 219 , Gen_loss: -0.355984 MI_loss: 21.587425 Detection error: 0.00988912582397461 time: 8:45:39.980687
- B/E: 62 / 219 , Gen_loss: -0.357992 MI_loss: 21.772957 Detection error: 0.00989234447479248 time: 8:45:40.887933
- B/E: 63 / 219 , Gen_loss: -0.35491884 MI_loss: 21.64362 Detection error: 0.009892106056213379 time: 8:45:41.786545
- B/E: 64 / 219 , Gen_loss: -0.35724998 MI_loss: 21.698742 Detection error: 0.009888947010040283 time: 8:45:42.696932
- B/E: 65 / 219 , Gen_loss: -0.36598048 MI_loss: 22.133242 Detection error: 0.009895861148834229 time: 8:45:43.504588
- B/E: 66 / 219 , Gen_loss: -0.3692731 MI_loss: 22.378136 Detection error: 0.009891331195831299 time: 8:45:44.419557
- B/E: 67 / 219 , Gen_loss: -0.36963445 MI_loss: 22.276031 Detection error: 0.009889721870422363 time: 8:45:45.325295
- B/E: 68 / 219 , Gen_loss: -0.35754246 MI_loss: 21.672977 Detection error: 0.009891748428344727 time: 8:45:46.308132
- B/E: 69 / 219 , Gen_loss: -0.3552785 MI_loss: 21.448647 Detection error: 0.00989997386932373 time: 8:45:47.210578
- B/E: 70 / 219 , Gen_loss: -0.36013943 MI_loss: 21.705555 Detection error: 0.009893953800201416 time: 8:45:48.109446
- B/E: 71 / 219 , Gen_loss: -0.35951135 MI_loss: 21.811838 Detection error: 0.009897589683532715 time: 8:45:49.003089
- B/E: 72 / 219 , Gen_loss: -0.36426732 MI_loss: 22.12659 Detection error: 0.009893417358398438 time: 8:45:49.904087
- B/E: 73 / 219 , Gen_loss: -0.3621382 MI_loss: 21.910938 Detection error: 0.009893178939819336 time: 8:45:50.800627
- B/E: 74 / 219 , Gen_loss: -0.3601 MI_loss: 21.983406 Detection error: 0.009885430335998535 time: 8:45:51.696331
- B/E: 75 / 219 , Gen_loss: -0.36388308 MI_loss: 22.071604 Detection error: 0.00988239049911499 time: 8:45:52.596238
- B/E: 76 / 219 , Gen_loss: -0.3628321 MI_loss: 21.991673 Detection error: 0.00988394021987915 time: 8:45:53.483114
- B/E: 77 / 219 , Gen_loss: -0.36376536 MI_loss: 21.946487 Detection error: 0.0098801851272583 time: 8:45:54.369157
- B/E: 78 / 219 , Gen_loss: -0.35757488 MI_loss: 21.503864 Detection error: 0.00986868143081665 time: 8:45:55.255516
- B/E: 79 / 219 , Gen_loss: -0.3596816 MI_loss: 21.847897 Detection error: 0.009889423847198486 time: 8:45:56.144760
- B/E: 80 / 219 , Gen_loss: -0.36235657 MI_loss: 21.877474 Detection error: 0.009895086288452148 time: 8:45:57.023950
- B/E: 81 / 219 , Gen_loss: -0.35373327 MI_loss: 21.433243 Detection error: 0.009889841079711914 time: 8:45:57.907933
- B/E: 82 / 219 , Gen_loss: -0.3502348 MI_loss: 21.30233 Detection error: 0.009885549545288086 time: 8:45:58.798658
- B/E: 83 / 219 , Gen_loss: -0.35301062 MI_loss: 21.436367 Detection error: 0.009887993335723877 time: 8:45:59.680745
- B/E: 84 / 219 , Gen_loss: -0.35937607 MI_loss: 21.797623 Detection error: 0.009881973266601562 time: 8:46:00.642501
- B/E: 85 / 219 , Gen_loss: -0.35337 MI_loss: 21.382814 Detection error: 0.009861946105957031 time: 8:46:01.554516
- B/E: 86 / 219 , Gen_loss: -0.35003397 MI_loss: 21.219677 Detection error: 0.0098649263381958 time: 8:46:02.446769
- B/E: 87 / 219 , Gen_loss: -0.35188738 MI_loss: 21.142311 Detection error: 0.009848713874816895 time: 8:46:03.332549
- B/E: 88 / 219 , Gen_loss: -0.35353717 MI_loss: 21.545929 Detection error: 0.009838461875915527 time: 8:46:04.261697
- B/E: 89 / 219 , Gen_loss: -0.3639266 MI_loss: 22.136753 Detection error: 0.009843766689300537 time: 8:46:05.145062
- B/E: 90 / 219 , Gen_loss: -0.369099 MI_loss: 22.296223 Detection error: 0.009847164154052734 time: 8:46:06.029124
- B/E: 91 / 219 , Gen_loss: -0.35597953 MI_loss: 21.64314 Detection error: 0.009859740734100342 time: 8:46:06.918006
- B/E: 92 / 219 , Gen_loss: -0.35531026 MI_loss: 21.477291 Detection error: 0.009842395782470703 time: 8:46:07.803212
- B/E: 93 / 219 , Gen_loss: -0.35771534 MI_loss: 21.77907 Detection error: 0.009842097759246826 time: 8:46:08.685802
- B/E: 94 / 219 , Gen_loss: -0.36146528 MI_loss: 22.070564 Detection error: 0.009851992130279541 time: 8:46:09.529118
- B/E: 95 / 219 , Gen_loss: -0.35658383 MI_loss: 21.691584 Detection error: 0.00986558198928833 time: 8:46:10.342605
- B/E: 96 / 219 , Gen_loss: -0.358436 MI_loss: 21.81087 Detection error: 0.009861171245574951 time: 8:46:11.240599
- B/E: 97 / 219 , Gen_loss: -0.35138682 MI_loss: 21.3483 Detection error: 0.009854257106781006 time: 8:46:12.093909
- B/E: 98 / 219 , Gen_loss: -0.34355393 MI_loss: 20.616358 Detection error: 0.009838700294494629 time: 8:46:12.864400
- B/E: 99 / 219 , Gen_loss: -0.3605137 MI_loss: 21.880936 Detection error: 0.00984281301498413 time: 8:46:13.710042
- B/E: 100 / 219 , Gen_loss: -0.3618151 MI_loss: 21.999144 Detection error: 0.009843766689300537 time: 8:46:14.702094
- B/E: 101 / 219 , Gen_loss: -0.3563984 MI_loss: 21.710316 Detection error: 0.00984954833984375 time: 8:46:15.585118
- B/E: 102 / 219 , Gen_loss: -0.35669726 MI_loss: 21.670612 Detection error: 0.009844660758972168 time: 8:46:16.450301
- B/E: 103 / 219 , Gen_loss: -0.36837927 MI_loss: 22.22558 Detection error: 0.00984257459640503 time: 8:46:17.295495
- B/E: 104 / 219 , Gen_loss: -0.356346 MI_loss: 21.612045 Detection error: 0.009844660758972168 time: 8:46:18.180091
- B/E: 105 / 219 , Gen_loss: -0.36390465 MI_loss: 22.06519 Detection error: 0.009841382503509521 time: 8:46:19.067506
- B/E: 106 / 219 , Gen_loss: -0.3591112 MI_loss: 21.860493 Detection error: 0.009840846061706543 time: 8:46:19.957244
- B/E: 107 / 219 , Gen_loss: -0.3545144 MI_loss: 21.570004 Detection error: 0.009846925735473633 time: 8:46:20.843537
- B/E: 108 / 219 , Gen_loss: -0.36092332 MI_loss: 21.936916 Detection error: 0.009849786758422852 time: 8:46:21.729237
- B/E: 109 / 219 , Gen_loss: -0.3594164 MI_loss: 21.686337 Detection error: 0.009843766689300537 time: 8:46:22.611365
- B/E: 110 / 219 , Gen_loss: -0.35823855 MI_loss: 21.62207 Detection error: 0.009839236736297607 time: 8:46:23.497514
- B/E: 111 / 219 , Gen_loss: -0.3595359 MI_loss: 21.864216 Detection error: 0.009836196899414062 time: 8:46:24.383496
- B/E: 112 / 219 , Gen_loss: -0.3559191 MI_loss: 21.464071 Detection error: 0.00983738899230957 time: 8:46:25.267496
- B/E: 113 / 219 , Gen_loss: -0.3674242 MI_loss: 22.448656 Detection error: 0.009845972061157227 time: 8:46:26.148096
- B/E: 114 / 219 , Gen_loss: -0.3618997 MI_loss: 21.984604 Detection error: 0.009846210479736328 time: 8:46:27.030162
- B/E: 115 / 219 , Gen_loss: -0.3574175 MI_loss: 21.615889 Detection error: 0.009841859340667725 time: 8:46:27.913746
- B/E: 116 / 219 , Gen_loss: -0.3610926 MI_loss: 21.9997 Detection error: 0.009841322898864746 time: 8:46:28.879762
- B/E: 117 / 219 , Gen_loss: -0.3643452 MI_loss: 22.170914 Detection error: 0.009844303131103516 time: 8:46:29.762935
- B/E: 118 / 219 , Gen_loss: -0.3538219 MI_loss: 21.329037 Detection error: 0.009834825992584229 time: 8:46:30.643502
- B/E: 119 / 219 , Gen_loss: -0.35908672 MI_loss: 21.766106 Detection error: 0.009829699993133545 time: 8:46:31.535929
- B/E: 120 / 219 , Gen_loss: -0.34709084 MI_loss: 21.090742 Detection error: 0.009827196598052979 time: 8:46:32.430718
- B/E: 121 / 219 , Gen_loss: -0.36339667 MI_loss: 22.088226 Detection error: 0.00983196496963501 time: 8:46:33.314265
- B/E: 122 / 219 , Gen_loss: -0.37025395 MI_loss: 22.418888 Detection error: 0.009825706481933594 time: 8:46:34.192235
- B/E: 123 / 219 , Gen_loss: -0.3653454 MI_loss: 22.129105 Detection error: 0.009819328784942627 time: 8:46:35.066513
- B/E: 124 / 219 , Gen_loss: -0.3604339 MI_loss: 21.96861 Detection error: 0.009817779064178467 time: 8:46:35.945799
- B/E: 125 / 219 , Gen_loss: -0.35375732 MI_loss: 21.405733 Detection error: 0.009822189807891846 time: 8:46:36.805629
- B/E: 126 / 219 , Gen_loss: -0.35285306 MI_loss: 21.551311 Detection error: 0.009828746318817139 time: 8:46:37.710884
- B/E: 127 / 219 , Gen_loss: -0.356168 MI_loss: 21.784975 Detection error: 0.009832024574279785 time: 8:46:38.601036
- B/E: 128 / 219 , Gen_loss: -0.35496968 MI_loss: 21.470737 Detection error: 0.00983649492263794 time: 8:46:39.481579
- B/E: 129 / 219 , Gen_loss: -0.35809582 MI_loss: 21.812798 Detection error: 0.00984203815460205 time: 8:46:40.381774
- B/E: 130 / 219 , Gen_loss: -0.36304 MI_loss: 22.136763 Detection error: 0.00984877347946167 time: 8:46:41.207435
- B/E: 131 / 219 , Gen_loss: -0.3538508 MI_loss: 21.47897 Detection error: 0.0098496675491333 time: 8:46:42.002278
- B/E: 132 / 219 , Gen_loss: -0.36551592 MI_loss: 21.983608 Detection error: 0.009844660758972168 time: 8:46:42.972718
- B/E: 133 / 219 , Gen_loss: -0.3620402 MI_loss: 22.146584 Detection error: 0.009852588176727295 time: 8:46:43.881009
- B/E: 134 / 219 , Gen_loss: -0.37113416 MI_loss: 22.551619 Detection error: 0.009857177734375 time: 8:46:44.765893
- B/E: 135 / 219 , Gen_loss: -0.36649963 MI_loss: 22.193676 Detection error: 0.009859859943389893 time: 8:46:45.647558
- B/E: 136 / 219 , Gen_loss: -0.35583863 MI_loss: 21.608341 Detection error: 0.009861290454864502 time: 8:46:46.541025
- B/E: 137 / 219 , Gen_loss: -0.35964337 MI_loss: 21.764961 Detection error: 0.009863197803497314 time: 8:46:47.433428
- B/E: 138 / 219 , Gen_loss: -0.36780396 MI_loss: 22.273903 Detection error: 0.009868502616882324 time: 8:46:48.317829
- B/E: 139 / 219 , Gen_loss: -0.36049446 MI_loss: 21.967709 Detection error: 0.009870290756225586 time: 8:46:49.201696
- B/E: 140 / 219 , Gen_loss: -0.35586962 MI_loss: 21.67235 Detection error: 0.009872794151306152 time: 8:46:50.090957
- B/E: 141 / 219 , Gen_loss: -0.36734864 MI_loss: 22.257174 Detection error: 0.009868860244750977 time: 8:46:50.980065
- B/E: 142 / 219 , Gen_loss: -0.36183026 MI_loss: 21.907112 Detection error: 0.00986558198928833 time: 8:46:51.869823
- B/E: 143 / 219 , Gen_loss: -0.36275208 MI_loss: 21.979195 Detection error: 0.009866774082183838 time: 8:46:52.754819
- B/E: 144 / 219 , Gen_loss: -0.37186554 MI_loss: 22.52761 Detection error: 0.009879112243652344 time: 8:46:53.642058
- B/E: 145 / 219 , Gen_loss: -0.35089907 MI_loss: 21.194214 Detection error: 0.00988161563873291 time: 8:46:54.526467
- B/E: 146 / 219 , Gen_loss: -0.3581747 MI_loss: 21.67965 Detection error: 0.009883284568786621 time: 8:46:55.409864
- B/E: 147 / 219 , Gen_loss: -0.3582783 MI_loss: 21.701582 Detection error: 0.00988537073135376 time: 8:46:56.304570
- B/E: 148 / 219 , Gen_loss: -0.3559512 MI_loss: 21.516426 Detection error: 0.009885907173156738 time: 8:46:57.290879
- B/E: 149 / 219 , Gen_loss: -0.35657862 MI_loss: 21.730675 Detection error: 0.009893953800201416 time: 8:46:58.175968
-
- Test Loss: 10.262943 Test Error: 0.010708332061767578
- -----
- EPOCH: 220
- B/E: 0 / 220 , Gen_loss: -0.35703915 MI_loss: 21.690527 Detection error: 0.010281264781951904 time: 8:47:00.115375
- B/E: 1 / 220 , Gen_loss: -0.3557122 MI_loss: 21.66634 Detection error: 0.01015627384185791 time: 8:47:31.200792
- B/E: 2 / 220 , Gen_loss: -0.35008153 MI_loss: 21.096935 Detection error: 0.009583353996276855 time: 8:47:32.086561
- B/E: 3 / 220 , Gen_loss: -0.36005887 MI_loss: 21.91357 Detection error: 0.009640634059906006 time: 8:47:32.895599
- B/E: 4 / 220 , Gen_loss: -0.37039253 MI_loss: 22.5068 Detection error: 0.009712517261505127 time: 8:47:33.795908
- B/E: 5 / 220 , Gen_loss: -0.35881218 MI_loss: 21.948845 Detection error: 0.009703099727630615 time: 8:47:34.680972
- B/E: 6 / 220 , Gen_loss: -0.35243452 MI_loss: 21.319157 Detection error: 0.009754478931427002 time: 8:47:35.557152
- B/E: 7 / 220 , Gen_loss: -0.3584287 MI_loss: 21.74878 Detection error: 0.009855449199676514 time: 8:47:36.444830
- B/E: 8 / 220 , Gen_loss: -0.3546825 MI_loss: 21.520435 Detection error: 0.009819447994232178 time: 8:47:37.328057
- B/E: 9 / 220 , Gen_loss: -0.3603145 MI_loss: 21.884853 Detection error: 0.009796857833862305 time: 8:47:38.207422
- B/E: 10 / 220 , Gen_loss: -0.3495295 MI_loss: 21.220545 Detection error: 0.009826719760894775 time: 8:47:39.192705
- B/E: 11 / 220 , Gen_loss: -0.36602855 MI_loss: 22.194073 Detection error: 0.009825527667999268 time: 8:47:40.075333
- B/E: 12 / 220 , Gen_loss: -0.37242422 MI_loss: 22.61919 Detection error: 0.009889423847198486 time: 8:47:40.906400
- B/E: 13 / 220 , Gen_loss: -0.35560703 MI_loss: 21.61051 Detection error: 0.009901762008666992 time: 8:47:41.692793
- B/E: 14 / 220 , Gen_loss: -0.37395224 MI_loss: 22.549192 Detection error: 0.009883344173431396 time: 8:47:42.595495
- B/E: 15 / 220 , Gen_loss: -0.3593542 MI_loss: 21.794477 Detection error: 0.009874999523162842 time: 8:47:43.479704
- B/E: 16 / 220 , Gen_loss: -0.36290222 MI_loss: 21.800179 Detection error: 0.009887874126434326 time: 8:47:44.363174
- B/E: 17 / 220 , Gen_loss: -0.34978855 MI_loss: 21.169106 Detection error: 0.009848952293395996 time: 8:47:45.254149
- B/E: 18 / 220 , Gen_loss: -0.3570378 MI_loss: 21.663576 Detection error: 0.009815812110900879 time: 8:47:46.143158
- B/E: 19 / 220 , Gen_loss: -0.35649714 MI_loss: 21.709267 Detection error: 0.00980156660079956 time: 8:47:47.023759
- B/E: 20 / 220 , Gen_loss: -0.34799287 MI_loss: 20.997005 Detection error: 0.009837806224822998 time: 8:47:47.905661
- B/E: 21 / 220 , Gen_loss: -0.352975 MI_loss: 21.34171 Detection error: 0.009835243225097656 time: 8:47:48.791426
- B/E: 22 / 220 , Gen_loss: -0.35990363 MI_loss: 21.680447 Detection error: 0.009834229946136475 time: 8:47:49.671425
- B/E: 23 / 220 , Gen_loss: -0.36662865 MI_loss: 22.170837 Detection error: 0.009808599948883057 time: 8:47:50.552244
- B/E: 24 / 220 , Gen_loss: -0.35959443 MI_loss: 21.85302 Detection error: 0.009819984436035156 time: 8:47:51.441420
- B/E: 25 / 220 , Gen_loss: -0.36170715 MI_loss: 21.740564 Detection error: 0.009852170944213867 time: 8:47:52.401460
- B/E: 26 / 220 , Gen_loss: -0.35430363 MI_loss: 21.518467 Detection error: 0.009905099868774414 time: 8:47:53.282294
- B/E: 27 / 220 , Gen_loss: -0.35686085 MI_loss: 21.865519 Detection error: 0.00991964340209961 time: 8:47:54.170274
- B/E: 28 / 220 , Gen_loss: -0.3483763 MI_loss: 21.176577 Detection error: 0.009907305240631104 time: 8:47:55.059017
- B/E: 29 / 220 , Gen_loss: -0.3564016 MI_loss: 21.438055 Detection error: 0.009923934936523438 time: 8:47:55.946702
- B/E: 30 / 220 , Gen_loss: -0.35234842 MI_loss: 21.31923 Detection error: 0.009895145893096924 time: 8:47:56.771471
- B/E: 31 / 220 , Gen_loss: -0.36367863 MI_loss: 22.033487 Detection error: 0.009878933429718018 time: 8:47:57.669346
- B/E: 32 / 220 , Gen_loss: -0.35967585 MI_loss: 21.95778 Detection error: 0.009874045848846436 time: 8:47:58.566448
- B/E: 33 / 220 , Gen_loss: -0.34825402 MI_loss: 21.060951 Detection error: 0.009853839874267578 time: 8:47:59.449819
- B/E: 34 / 220 , Gen_loss: -0.34597442 MI_loss: 20.936495 Detection error: 0.009852707386016846 time: 8:48:00.350275
- B/E: 35 / 220 , Gen_loss: -0.36161426 MI_loss: 21.742718 Detection error: 0.00983506441116333 time: 8:48:01.184821
- B/E: 36 / 220 , Gen_loss: -0.3630355 MI_loss: 22.008472 Detection error: 0.009830236434936523 time: 8:48:01.971823
- B/E: 37 / 220 , Gen_loss: -0.353043 MI_loss: 21.415377 Detection error: 0.009845376014709473 time: 8:48:02.863095
- B/E: 38 / 220 , Gen_loss: -0.3579226 MI_loss: 21.66887 Detection error: 0.009860575199127197 time: 8:48:03.751752
- B/E: 39 / 220 , Gen_loss: -0.3575188 MI_loss: 21.618927 Detection error: 0.00985783338546753 time: 8:48:04.641713
- B/E: 40 / 220 , Gen_loss: -0.35331368 MI_loss: 21.313354 Detection error: 0.009851396083831787 time: 8:48:05.519268
- B/E: 41 / 220 , Gen_loss: -0.36277333 MI_loss: 21.907963 Detection error: 0.009844481945037842 time: 8:48:06.495180
- B/E: 42 / 220 , Gen_loss: -0.35502762 MI_loss: 21.46871 Detection error: 0.009840130805969238 time: 8:48:07.378240
- B/E: 43 / 220 , Gen_loss: -0.3689831 MI_loss: 22.208817 Detection error: 0.009838759899139404 time: 8:48:08.262950
- B/E: 44 / 220 , Gen_loss: -0.35592312 MI_loss: 21.783535 Detection error: 0.009851396083831787 time: 8:48:09.145850
- B/E: 45 / 220 , Gen_loss: -0.3576771 MI_loss: 21.661654 Detection error: 0.00986546277999878 time: 8:48:10.028510
- B/E: 46 / 220 , Gen_loss: -0.36209464 MI_loss: 22.00588 Detection error: 0.009875655174255371 time: 8:48:10.916311
- B/E: 47 / 220 , Gen_loss: -0.355707 MI_loss: 21.32466 Detection error: 0.0098763108253479 time: 8:48:11.804823
- B/E: 48 / 220 , Gen_loss: -0.35251552 MI_loss: 21.499933 Detection error: 0.009889006614685059 time: 8:48:12.693449
- B/E: 49 / 220 , Gen_loss: -0.34906796 MI_loss: 21.103043 Detection error: 0.009898722171783447 time: 8:48:13.573767
- B/E: 50 / 220 , Gen_loss: -0.36514667 MI_loss: 22.20521 Detection error: 0.009901940822601318 time: 8:48:14.458403
- B/E: 51 / 220 , Gen_loss: -0.36742076 MI_loss: 22.341072 Detection error: 0.009902656078338623 time: 8:48:15.382129
- B/E: 52 / 220 , Gen_loss: -0.3637885 MI_loss: 22.034895 Detection error: 0.00989919900894165 time: 8:48:16.234650
- B/E: 53 / 220 , Gen_loss: -0.35225525 MI_loss: 21.312141 Detection error: 0.009914934635162354 time: 8:48:17.115491
- B/E: 54 / 220 , Gen_loss: -0.35694203 MI_loss: 21.678114 Detection error: 0.009918749332427979 time: 8:48:18.000018
- B/E: 55 / 220 , Gen_loss: -0.3690315 MI_loss: 22.304165 Detection error: 0.009902894496917725 time: 8:48:18.880599
- B/E: 56 / 220 , Gen_loss: -0.36332363 MI_loss: 22.072441 Detection error: 0.009889781475067139 time: 8:48:19.759226
- B/E: 57 / 220 , Gen_loss: -0.3677584 MI_loss: 22.315947 Detection error: 0.009884178638458252 time: 8:48:20.724395
- B/E: 58 / 220 , Gen_loss: -0.3665328 MI_loss: 22.031662 Detection error: 0.009867072105407715 time: 8:48:21.615411
- B/E: 59 / 220 , Gen_loss: -0.36399853 MI_loss: 22.080917 Detection error: 0.009894788265228271 time: 8:48:22.499308
- B/E: 60 / 220 , Gen_loss: -0.36149418 MI_loss: 21.913979 Detection error: 0.009889841079711914 time: 8:48:23.377914
- B/E: 61 / 220 , Gen_loss: -0.3603072 MI_loss: 21.82908 Detection error: 0.009887099266052246 time: 8:48:24.258909
- B/E: 62 / 220 , Gen_loss: -0.36982682 MI_loss: 22.381422 Detection error: 0.009901285171508789 time: 8:48:25.148653
- B/E: 63 / 220 , Gen_loss: -0.3602835 MI_loss: 21.817442 Detection error: 0.009890615940093994 time: 8:48:26.027070
- B/E: 64 / 220 , Gen_loss: -0.3582864 MI_loss: 21.776604 Detection error: 0.00989997386932373 time: 8:48:26.908749
- B/E: 65 / 220 , Gen_loss: -0.34867486 MI_loss: 21.07596 Detection error: 0.009893476963043213 time: 8:48:27.795206
- B/E: 66 / 220 , Gen_loss: -0.35369298 MI_loss: 21.277079 Detection error: 0.009890854358673096 time: 8:48:28.676053
- B/E: 67 / 220 , Gen_loss: -0.35191962 MI_loss: 21.220293 Detection error: 0.009883284568786621 time: 8:48:29.562861
- B/E: 68 / 220 , Gen_loss: -0.36028314 MI_loss: 21.95886 Detection error: 0.009892642498016357 time: 8:48:30.448664
- B/E: 69 / 220 , Gen_loss: -0.35879686 MI_loss: 21.728365 Detection error: 0.00989997386932373 time: 8:48:31.326897
- B/E: 70 / 220 , Gen_loss: -0.35725868 MI_loss: 21.648636 Detection error: 0.00989609956741333 time: 8:48:32.204062
- B/E: 71 / 220 , Gen_loss: -0.36913025 MI_loss: 22.405155 Detection error: 0.00989454984664917 time: 8:48:33.090062
- B/E: 72 / 220 , Gen_loss: -0.36084092 MI_loss: 21.852577 Detection error: 0.00988781452178955 time: 8:48:33.997448
- B/E: 73 / 220 , Gen_loss: -0.34972695 MI_loss: 21.355234 Detection error: 0.009892284870147705 time: 8:48:34.958217
- B/E: 74 / 220 , Gen_loss: -0.35990772 MI_loss: 21.82994 Detection error: 0.009890854358673096 time: 8:48:35.840079
- B/E: 75 / 220 , Gen_loss: -0.35589662 MI_loss: 21.694386 Detection error: 0.009879529476165771 time: 8:48:36.755495
- B/E: 76 / 220 , Gen_loss: -0.35457668 MI_loss: 21.536896 Detection error: 0.009883105754852295 time: 8:48:37.644120
- B/E: 77 / 220 , Gen_loss: -0.36278003 MI_loss: 21.939556 Detection error: 0.009882211685180664 time: 8:48:38.533261
- B/E: 78 / 220 , Gen_loss: -0.36730677 MI_loss: 22.295294 Detection error: 0.009883284568786621 time: 8:48:39.431886
- B/E: 79 / 220 , Gen_loss: -0.36079717 MI_loss: 21.835577 Detection error: 0.009885132312774658 time: 8:48:40.318652
- B/E: 80 / 220 , Gen_loss: -0.36152014 MI_loss: 21.889217 Detection error: 0.009895861148834229 time: 8:48:41.201731
- B/E: 81 / 220 , Gen_loss: -0.3551161 MI_loss: 21.464266 Detection error: 0.009884893894195557 time: 8:48:42.088785
- B/E: 82 / 220 , Gen_loss: -0.3630081 MI_loss: 21.853909 Detection error: 0.00988703966140747 time: 8:48:42.973476
- B/E: 83 / 220 , Gen_loss: -0.35451752 MI_loss: 21.494455 Detection error: 0.009885430335998535 time: 8:48:43.859203
- B/E: 84 / 220 , Gen_loss: -0.36413452 MI_loss: 22.077667 Detection error: 0.009886741638183594 time: 8:48:44.740558
- B/E: 85 / 220 , Gen_loss: -0.36139303 MI_loss: 21.847618 Detection error: 0.00986701250076294 time: 8:48:45.620770
- B/E: 86 / 220 , Gen_loss: -0.36117196 MI_loss: 21.762247 Detection error: 0.009865283966064453 time: 8:48:46.510293
- B/E: 87 / 220 , Gen_loss: -0.36252668 MI_loss: 21.912868 Detection error: 0.009848356246948242 time: 8:48:47.394638
- B/E: 88 / 220 , Gen_loss: -0.3614532 MI_loss: 21.923481 Detection error: 0.009842336177825928 time: 8:48:48.273946
- B/E: 89 / 220 , Gen_loss: -0.35441488 MI_loss: 21.560997 Detection error: 0.009847581386566162 time: 8:48:49.257797
- B/E: 90 / 220 , Gen_loss: -0.35815364 MI_loss: 21.558277 Detection error: 0.00985097885131836 time: 8:48:50.133745
- B/E: 91 / 220 , Gen_loss: -0.34834817 MI_loss: 21.131023 Detection error: 0.009859025478363037 time: 8:48:51.029455
- B/E: 92 / 220 , Gen_loss: -0.354486 MI_loss: 21.504848 Detection error: 0.009843766689300537 time: 8:48:51.842819
- B/E: 93 / 220 , Gen_loss: -0.35699105 MI_loss: 21.696657 Detection error: 0.009842395782470703 time: 8:48:52.699339
- B/E: 94 / 220 , Gen_loss: -0.35044834 MI_loss: 21.36417 Detection error: 0.00986480712890625 time: 8:48:53.579543
- B/E: 95 / 220 , Gen_loss: -0.3568248 MI_loss: 21.696068 Detection error: 0.009865224361419678 time: 8:48:54.460529
- B/E: 96 / 220 , Gen_loss: -0.35662732 MI_loss: 21.595284 Detection error: 0.009859859943389893 time: 8:48:55.349187
- B/E: 97 / 220 , Gen_loss: -0.36350918 MI_loss: 21.894249 Detection error: 0.009857118129730225 time: 8:48:56.229844
- B/E: 98 / 220 , Gen_loss: -0.3605159 MI_loss: 21.879478 Detection error: 0.00984722375869751 time: 8:48:57.117250
- B/E: 99 / 220 , Gen_loss: -0.36338302 MI_loss: 21.957205 Detection error: 0.009841859340667725 time: 8:48:57.997519
- B/E: 100 / 220 , Gen_loss: -0.3612128 MI_loss: 21.935123 Detection error: 0.009845912456512451 time: 8:48:58.803124
- B/E: 101 / 220 , Gen_loss: -0.35938874 MI_loss: 21.84903 Detection error: 0.009853243827819824 time: 8:48:59.582249
- B/E: 102 / 220 , Gen_loss: -0.34884506 MI_loss: 21.082712 Detection error: 0.00985252857208252 time: 8:49:00.376871
- B/E: 103 / 220 , Gen_loss: -0.35031703 MI_loss: 21.096195 Detection error: 0.009844064712524414 time: 8:49:01.278899
- B/E: 104 / 220 , Gen_loss: -0.3605713 MI_loss: 21.810274 Detection error: 0.009844660758972168 time: 8:49:02.159894
- B/E: 105 / 220 , Gen_loss: -0.35993734 MI_loss: 21.823692 Detection error: 0.009844362735748291 time: 8:49:03.125188
- B/E: 106 / 220 , Gen_loss: -0.34813714 MI_loss: 21.042105 Detection error: 0.009845495223999023 time: 8:49:04.061359
- B/E: 107 / 220 , Gen_loss: -0.36636198 MI_loss: 22.195196 Detection error: 0.009844601154327393 time: 8:49:04.954087
- B/E: 108 / 220 , Gen_loss: -0.35369304 MI_loss: 21.39286 Detection error: 0.009849488735198975 time: 8:49:05.841116
- B/E: 109 / 220 , Gen_loss: -0.3632788 MI_loss: 22.024727 Detection error: 0.009841740131378174 time: 8:49:06.673305
- B/E: 110 / 220 , Gen_loss: -0.3541548 MI_loss: 21.438953 Detection error: 0.009835600852966309 time: 8:49:07.531819
- B/E: 111 / 220 , Gen_loss: -0.3661397 MI_loss: 22.231167 Detection error: 0.009835124015808105 time: 8:49:08.304095
- B/E: 112 / 220 , Gen_loss: -0.3661506 MI_loss: 22.117096 Detection error: 0.00983518362045288 time: 8:49:09.092947
- B/E: 113 / 220 , Gen_loss: -0.36205426 MI_loss: 21.985054 Detection error: 0.009845137596130371 time: 8:49:09.871103
- B/E: 114 / 220 , Gen_loss: -0.35936806 MI_loss: 21.908726 Detection error: 0.009844839572906494 time: 8:49:10.644989
- B/E: 115 / 220 , Gen_loss: -0.35918435 MI_loss: 21.695148 Detection error: 0.009839951992034912 time: 8:49:11.423388
- B/E: 116 / 220 , Gen_loss: -0.35498857 MI_loss: 21.401808 Detection error: 0.009839773178100586 time: 8:49:12.204928
- B/E: 117 / 220 , Gen_loss: -0.3515866 MI_loss: 21.376371 Detection error: 0.009837925434112549 time: 8:49:12.988265
- B/E: 118 / 220 , Gen_loss: -0.359697 MI_loss: 21.774294 Detection error: 0.009830892086029053 time: 8:49:13.844019
- B/E: 119 / 220 , Gen_loss: -0.35488707 MI_loss: 21.353987 Detection error: 0.009830474853515625 time: 8:49:14.729002
- B/E: 120 / 220 , Gen_loss: -0.35016248 MI_loss: 21.118158 Detection error: 0.009823858737945557 time: 8:49:15.614546
- B/E: 121 / 220 , Gen_loss: -0.36487186 MI_loss: 22.197706 Detection error: 0.009831428527832031 time: 8:49:16.614602
- B/E: 122 / 220 , Gen_loss: -0.37574393 MI_loss: 22.662418 Detection error: 0.009822666645050049 time: 8:49:17.498695
- B/E: 123 / 220 , Gen_loss: -0.35479575 MI_loss: 21.423393 Detection error: 0.009819328784942627 time: 8:49:18.388856
- B/E: 124 / 220 , Gen_loss: -0.35765675 MI_loss: 21.648458 Detection error: 0.00981748104095459 time: 8:49:19.296200
- B/E: 125 / 220 , Gen_loss: -0.36890173 MI_loss: 22.39833 Detection error: 0.009816467761993408 time: 8:49:20.179943
- B/E: 126 / 220 , Gen_loss: -0.35752586 MI_loss: 21.731312 Detection error: 0.009821593761444092 time: 8:49:21.072304
- B/E: 127 / 220 , Gen_loss: -0.36139536 MI_loss: 22.055832 Detection error: 0.009827375411987305 time: 8:49:21.963386
- B/E: 128 / 220 , Gen_loss: -0.35157034 MI_loss: 21.25289 Detection error: 0.009830653667449951 time: 8:49:22.852412
- B/E: 129 / 220 , Gen_loss: -0.3665393 MI_loss: 22.38809 Detection error: 0.009837985038757324 time: 8:49:23.734854
- B/E: 130 / 220 , Gen_loss: -0.35709345 MI_loss: 21.695099 Detection error: 0.009843289852142334 time: 8:49:24.623374
- B/E: 131 / 220 , Gen_loss: -0.3680955 MI_loss: 22.297117 Detection error: 0.009848952293395996 time: 8:49:25.513453
- B/E: 132 / 220 , Gen_loss: -0.35508233 MI_loss: 21.67695 Detection error: 0.009843289852142334 time: 8:49:26.333835
- B/E: 133 / 220 , Gen_loss: -0.35903752 MI_loss: 21.783434 Detection error: 0.009847700595855713 time: 8:49:27.139639
- B/E: 134 / 220 , Gen_loss: -0.3578263 MI_loss: 21.72263 Detection error: 0.00985187292098999 time: 8:49:28.013477
- B/E: 135 / 220 , Gen_loss: -0.374106 MI_loss: 22.758413 Detection error: 0.009853601455688477 time: 8:49:28.899660
- B/E: 136 / 220 , Gen_loss: -0.36086437 MI_loss: 21.847876 Detection error: 0.009859919548034668 time: 8:49:29.787714
- B/E: 137 / 220 , Gen_loss: -0.34615803 MI_loss: 20.942907 Detection error: 0.009857535362243652 time: 8:49:30.768526
- B/E: 138 / 220 , Gen_loss: -0.3693344 MI_loss: 22.463411 Detection error: 0.009862184524536133 time: 8:49:31.659620
- B/E: 139 / 220 , Gen_loss: -0.3577879 MI_loss: 21.811405 Detection error: 0.009867846965789795 time: 8:49:32.545584
- B/E: 140 / 220 , Gen_loss: -0.36076403 MI_loss: 21.967209 Detection error: 0.009870767593383789 time: 8:49:33.429420
- B/E: 141 / 220 , Gen_loss: -0.35746422 MI_loss: 21.554398 Detection error: 0.009865105152130127 time: 8:49:34.322626
- B/E: 142 / 220 , Gen_loss: -0.35346672 MI_loss: 21.389502 Detection error: 0.009866893291473389 time: 8:49:35.207638
- B/E: 143 / 220 , Gen_loss: -0.37041178 MI_loss: 22.412476 Detection error: 0.009866535663604736 time: 8:49:36.091714
- B/E: 144 / 220 , Gen_loss: -0.36115196 MI_loss: 22.014793 Detection error: 0.00987863540649414 time: 8:49:36.979758
- B/E: 145 / 220 , Gen_loss: -0.35658452 MI_loss: 21.500393 Detection error: 0.00988227128982544 time: 8:49:37.869865
- B/E: 146 / 220 , Gen_loss: -0.35912266 MI_loss: 21.794394 Detection error: 0.009881794452667236 time: 8:49:38.755461
- B/E: 147 / 220 , Gen_loss: -0.3606673 MI_loss: 21.683632 Detection error: 0.009883642196655273 time: 8:49:39.644043
- B/E: 148 / 220 , Gen_loss: -0.35077402 MI_loss: 21.075893 Detection error: 0.009887158870697021 time: 8:49:40.537952
- B/E: 149 / 220 , Gen_loss: -0.36301702 MI_loss: 22.080765 Detection error: 0.00989377498626709 time: 8:49:41.385279
-
- Test Loss: 10.264972 Test Error: 0.010708332061767578
- -----
- EPOCH: 221
- B/E: 0 / 221 , Gen_loss: -0.3532816 MI_loss: 21.334127 Detection error: 0.010312497615814209 time: 8:49:43.261594
- B/E: 1 / 221 , Gen_loss: -0.36177143 MI_loss: 21.879591 Detection error: 0.010203123092651367 time: 8:50:15.122538
- B/E: 2 / 221 , Gen_loss: -0.3527723 MI_loss: 21.196373 Detection error: 0.009770810604095459 time: 8:50:16.144716
- B/E: 3 / 221 , Gen_loss: -0.36065638 MI_loss: 21.814625 Detection error: 0.009679675102233887 time: 8:50:16.988567
- B/E: 4 / 221 , Gen_loss: -0.3623626 MI_loss: 21.927528 Detection error: 0.009756267070770264 time: 8:50:17.891958
- B/E: 5 / 221 , Gen_loss: -0.35853142 MI_loss: 21.842108 Detection error: 0.009802103042602539 time: 8:50:18.771093
- B/E: 6 / 221 , Gen_loss: -0.356571 MI_loss: 21.805029 Detection error: 0.009892880916595459 time: 8:50:19.656084
- B/E: 7 / 221 , Gen_loss: -0.35023707 MI_loss: 21.286455 Detection error: 0.00989454984664917 time: 8:50:20.545679
- B/E: 8 / 221 , Gen_loss: -0.3638966 MI_loss: 22.097208 Detection error: 0.009829878807067871 time: 8:50:21.431450
- B/E: 9 / 221 , Gen_loss: -0.35375363 MI_loss: 21.393385 Detection error: 0.0098000168800354 time: 8:50:22.328749
- B/E: 10 / 221 , Gen_loss: -0.3704868 MI_loss: 22.558878 Detection error: 0.009835243225097656 time: 8:50:23.173240
- B/E: 11 / 221 , Gen_loss: -0.35787565 MI_loss: 21.76272 Detection error: 0.009893238544464111 time: 8:50:23.983074
- B/E: 12 / 221 , Gen_loss: -0.35974693 MI_loss: 21.700222 Detection error: 0.009939908981323242 time: 8:50:24.758142
- B/E: 13 / 221 , Gen_loss: -0.3641584 MI_loss: 22.024923 Detection error: 0.009941935539245605 time: 8:50:25.534131
- B/E: 14 / 221 , Gen_loss: -0.36157057 MI_loss: 21.821632 Detection error: 0.009908318519592285 time: 8:50:26.430912
- B/E: 15 / 221 , Gen_loss: -0.36220953 MI_loss: 22.018211 Detection error: 0.009937524795532227 time: 8:50:27.309845
- B/E: 16 / 221 , Gen_loss: -0.3568662 MI_loss: 21.47281 Detection error: 0.009897053241729736 time: 8:50:28.190435
- B/E: 17 / 221 , Gen_loss: -0.35758203 MI_loss: 21.615917 Detection error: 0.009888887405395508 time: 8:50:29.073219
- B/E: 18 / 221 , Gen_loss: -0.36183247 MI_loss: 21.983912 Detection error: 0.009855270385742188 time: 8:50:30.042178
- B/E: 19 / 221 , Gen_loss: -0.35948065 MI_loss: 21.871546 Detection error: 0.009837508201599121 time: 8:50:30.922002
- B/E: 20 / 221 , Gen_loss: -0.3638377 MI_loss: 22.149494 Detection error: 0.009869039058685303 time: 8:50:31.807221
- B/E: 21 / 221 , Gen_loss: -0.35943538 MI_loss: 21.824167 Detection error: 0.009872138500213623 time: 8:50:32.724415
- B/E: 22 / 221 , Gen_loss: -0.3600388 MI_loss: 21.888475 Detection error: 0.009857356548309326 time: 8:50:33.609128
- B/E: 23 / 221 , Gen_loss: -0.36911374 MI_loss: 22.326317 Detection error: 0.009838521480560303 time: 8:50:34.489056
- B/E: 24 / 221 , Gen_loss: -0.3635256 MI_loss: 22.175722 Detection error: 0.00985497236251831 time: 8:50:35.399571
- B/E: 25 / 221 , Gen_loss: -0.35824862 MI_loss: 21.537514 Detection error: 0.009864211082458496 time: 8:50:36.287663
- B/E: 26 / 221 , Gen_loss: -0.34886336 MI_loss: 21.18579 Detection error: 0.009910881519317627 time: 8:50:37.172156
- B/E: 27 / 221 , Gen_loss: -0.36186397 MI_loss: 22.023294 Detection error: 0.00991743803024292 time: 8:50:38.055885
- B/E: 28 / 221 , Gen_loss: -0.361523 MI_loss: 21.923073 Detection error: 0.00992351770401001 time: 8:50:38.956432
- B/E: 29 / 221 , Gen_loss: -0.35204017 MI_loss: 21.36808 Detection error: 0.009940624237060547 time: 8:50:39.843494
- B/E: 30 / 221 , Gen_loss: -0.3535465 MI_loss: 21.446543 Detection error: 0.009904205799102783 time: 8:50:40.725060
- B/E: 31 / 221 , Gen_loss: -0.3601277 MI_loss: 21.90108 Detection error: 0.009890615940093994 time: 8:50:41.706849
- B/E: 32 / 221 , Gen_loss: -0.3585128 MI_loss: 21.723234 Detection error: 0.00989300012588501 time: 8:50:42.592482
- B/E: 33 / 221 , Gen_loss: -0.35940415 MI_loss: 21.62816 Detection error: 0.009871304035186768 time: 8:50:43.477650
- B/E: 34 / 221 , Gen_loss: -0.3517944 MI_loss: 21.324848 Detection error: 0.009869635105133057 time: 8:50:44.358792
- B/E: 35 / 221 , Gen_loss: -0.3596072 MI_loss: 21.825521 Detection error: 0.009858489036560059 time: 8:50:45.248136
- B/E: 36 / 221 , Gen_loss: -0.3665585 MI_loss: 22.329552 Detection error: 0.009861469268798828 time: 8:50:46.133758
- B/E: 37 / 221 , Gen_loss: -0.3566493 MI_loss: 21.602459 Detection error: 0.009860992431640625 time: 8:50:47.022441
- B/E: 38 / 221 , Gen_loss: -0.35615745 MI_loss: 21.609924 Detection error: 0.009885430335998535 time: 8:50:47.909146
- B/E: 39 / 221 , Gen_loss: -0.34736687 MI_loss: 20.95948 Detection error: 0.009866416454315186 time: 8:50:48.795806
- B/E: 40 / 221 , Gen_loss: -0.35847026 MI_loss: 21.812454 Detection error: 0.009862065315246582 time: 8:50:49.682362
- B/E: 41 / 221 , Gen_loss: -0.36121514 MI_loss: 21.836435 Detection error: 0.009860873222351074 time: 8:50:50.570962
- B/E: 42 / 221 , Gen_loss: -0.36411476 MI_loss: 21.921217 Detection error: 0.009850263595581055 time: 8:50:51.456829
- B/E: 43 / 221 , Gen_loss: -0.36490297 MI_loss: 22.031658 Detection error: 0.0098494291305542 time: 8:50:52.345022
- B/E: 44 / 221 , Gen_loss: -0.358524 MI_loss: 21.793242 Detection error: 0.009859025478363037 time: 8:50:53.234127
- B/E: 45 / 221 , Gen_loss: -0.35839173 MI_loss: 21.83152 Detection error: 0.009870946407318115 time: 8:50:54.124285
- B/E: 46 / 221 , Gen_loss: -0.3658414 MI_loss: 22.096994 Detection error: 0.009885609149932861 time: 8:50:55.012819
- B/E: 47 / 221 , Gen_loss: -0.3596731 MI_loss: 21.823305 Detection error: 0.009879529476165771 time: 8:50:55.902393
- B/E: 48 / 221 , Gen_loss: -0.3572559 MI_loss: 21.807741 Detection error: 0.00989222526550293 time: 8:50:56.879807
- B/E: 49 / 221 , Gen_loss: -0.35265273 MI_loss: 21.409035 Detection error: 0.00989001989364624 time: 8:50:57.764461
- B/E: 50 / 221 , Gen_loss: -0.35654417 MI_loss: 21.440151 Detection error: 0.009899497032165527 time: 8:50:58.647452
- B/E: 51 / 221 , Gen_loss: -0.35669693 MI_loss: 21.662952 Detection error: 0.009911060333251953 time: 8:50:59.536506
- B/E: 52 / 221 , Gen_loss: -0.38124534 MI_loss: 23.099598 Detection error: 0.009910941123962402 time: 8:51:00.423567
- B/E: 53 / 221 , Gen_loss: -0.35136044 MI_loss: 21.224876 Detection error: 0.009917259216308594 time: 8:51:01.311151
- B/E: 54 / 221 , Gen_loss: -0.3568203 MI_loss: 21.588585 Detection error: 0.009921610355377197 time: 8:51:02.195570
- B/E: 55 / 221 , Gen_loss: -0.36354226 MI_loss: 22.019962 Detection error: 0.009904026985168457 time: 8:51:03.084553
- B/E: 56 / 221 , Gen_loss: -0.36991426 MI_loss: 22.43673 Detection error: 0.009895265102386475 time: 8:51:03.984717
- B/E: 57 / 221 , Gen_loss: -0.36113292 MI_loss: 21.828833 Detection error: 0.00988847017288208 time: 8:51:04.878005
- B/E: 58 / 221 , Gen_loss: -0.36330366 MI_loss: 21.96421 Detection error: 0.009876072406768799 time: 8:51:05.776069
- B/E: 59 / 221 , Gen_loss: -0.3512456 MI_loss: 21.317827 Detection error: 0.009892702102661133 time: 8:51:06.655629
- B/E: 60 / 221 , Gen_loss: -0.36179903 MI_loss: 21.843843 Detection error: 0.009887278079986572 time: 8:51:07.539806
- B/E: 61 / 221 , Gen_loss: -0.3615318 MI_loss: 21.98472 Detection error: 0.00989311933517456 time: 8:51:08.444320
- B/E: 62 / 221 , Gen_loss: -0.36013836 MI_loss: 21.917332 Detection error: 0.009896814823150635 time: 8:51:09.333932
- B/E: 63 / 221 , Gen_loss: -0.35724497 MI_loss: 21.581167 Detection error: 0.009891629219055176 time: 8:51:10.284117
- B/E: 64 / 221 , Gen_loss: -0.36400077 MI_loss: 22.148197 Detection error: 0.009895682334899902 time: 8:51:11.141614
- B/E: 65 / 221 , Gen_loss: -0.3611288 MI_loss: 21.664442 Detection error: 0.009896278381347656 time: 8:51:12.058800
- B/E: 66 / 221 , Gen_loss: -0.35941073 MI_loss: 21.772543 Detection error: 0.009894132614135742 time: 8:51:12.943603
- B/E: 67 / 221 , Gen_loss: -0.3651913 MI_loss: 22.144587 Detection error: 0.009885132312774658 time: 8:51:13.845152
- B/E: 68 / 221 , Gen_loss: -0.3620524 MI_loss: 22.018538 Detection error: 0.009886324405670166 time: 8:51:14.751194
- B/E: 69 / 221 , Gen_loss: -0.3573043 MI_loss: 21.621328 Detection error: 0.009895086288452148 time: 8:51:15.638555
- B/E: 70 / 221 , Gen_loss: -0.36959714 MI_loss: 22.268194 Detection error: 0.009892165660858154 time: 8:51:16.526503
- B/E: 71 / 221 , Gen_loss: -0.34815076 MI_loss: 21.137373 Detection error: 0.009896695613861084 time: 8:51:17.412359
- B/E: 72 / 221 , Gen_loss: -0.35448968 MI_loss: 21.457588 Detection error: 0.009898543357849121 time: 8:51:18.229632
- B/E: 73 / 221 , Gen_loss: -0.3567613 MI_loss: 21.581175 Detection error: 0.009892761707305908 time: 8:51:19.035541
- B/E: 74 / 221 , Gen_loss: -0.36385503 MI_loss: 22.144682 Detection error: 0.009894609451293945 time: 8:51:19.808172
- B/E: 75 / 221 , Gen_loss: -0.34696203 MI_loss: 21.031216 Detection error: 0.00988858938217163 time: 8:51:20.679344
- B/E: 76 / 221 , Gen_loss: -0.35484505 MI_loss: 21.436056 Detection error: 0.009889185428619385 time: 8:51:21.567797
- B/E: 77 / 221 , Gen_loss: -0.36220267 MI_loss: 21.869568 Detection error: 0.00988781452178955 time: 8:51:22.452150
- B/E: 78 / 221 , Gen_loss: -0.36655754 MI_loss: 21.999199 Detection error: 0.009884476661682129 time: 8:51:23.339874
- B/E: 79 / 221 , Gen_loss: -0.35952377 MI_loss: 21.867739 Detection error: 0.009893357753753662 time: 8:51:24.328391
- B/E: 80 / 221 , Gen_loss: -0.3619418 MI_loss: 21.90446 Detection error: 0.00989466905593872 time: 8:51:25.237655
- B/E: 81 / 221 , Gen_loss: -0.3556012 MI_loss: 21.529638 Detection error: 0.009893298149108887 time: 8:51:26.123841
- B/E: 82 / 221 , Gen_loss: -0.34831142 MI_loss: 21.137308 Detection error: 0.0098915696144104 time: 8:51:27.010943
- B/E: 83 / 221 , Gen_loss: -0.35778865 MI_loss: 21.733013 Detection error: 0.009892463684082031 time: 8:51:27.899053
- B/E: 84 / 221 , Gen_loss: -0.35035646 MI_loss: 21.227583 Detection error: 0.009887874126434326 time: 8:51:28.787343
- B/E: 85 / 221 , Gen_loss: -0.36261415 MI_loss: 21.902288 Detection error: 0.009867370128631592 time: 8:51:29.668296
- B/E: 86 / 221 , Gen_loss: -0.3528435 MI_loss: 21.41337 Detection error: 0.00986778736114502 time: 8:51:30.580400
- B/E: 87 / 221 , Gen_loss: -0.36243114 MI_loss: 21.889421 Detection error: 0.009857594966888428 time: 8:51:31.506259
- B/E: 88 / 221 , Gen_loss: -0.36604366 MI_loss: 22.124495 Detection error: 0.009846925735473633 time: 8:51:32.356983
- B/E: 89 / 221 , Gen_loss: -0.36126712 MI_loss: 22.02904 Detection error: 0.009856581687927246 time: 8:51:33.182739
- B/E: 90 / 221 , Gen_loss: -0.36565712 MI_loss: 22.015945 Detection error: 0.009856462478637695 time: 8:51:34.082889
- B/E: 91 / 221 , Gen_loss: -0.35602498 MI_loss: 21.48777 Detection error: 0.009861409664154053 time: 8:51:34.972158
- B/E: 92 / 221 , Gen_loss: -0.35308072 MI_loss: 21.518816 Detection error: 0.00985044240951538 time: 8:51:35.857283
- B/E: 93 / 221 , Gen_loss: -0.3528874 MI_loss: 21.381937 Detection error: 0.009846746921539307 time: 8:51:36.741868
- B/E: 94 / 221 , Gen_loss: -0.3672803 MI_loss: 22.408884 Detection error: 0.009862840175628662 time: 8:51:37.628436
- B/E: 95 / 221 , Gen_loss: -0.36150673 MI_loss: 22.085966 Detection error: 0.00986558198928833 time: 8:51:38.596664
- B/E: 96 / 221 , Gen_loss: -0.35763422 MI_loss: 21.551579 Detection error: 0.0098646879196167 time: 8:51:39.486887
- B/E: 97 / 221 , Gen_loss: -0.35961387 MI_loss: 21.6974 Detection error: 0.009862244129180908 time: 8:51:40.369936
- B/E: 98 / 221 , Gen_loss: -0.3581643 MI_loss: 21.540977 Detection error: 0.009849727153778076 time: 8:51:41.258843
- B/E: 99 / 221 , Gen_loss: -0.3638395 MI_loss: 22.154707 Detection error: 0.009850025177001953 time: 8:51:42.147564
- B/E: 100 / 221 , Gen_loss: -0.35370338 MI_loss: 21.337143 Detection error: 0.009850859642028809 time: 8:51:43.039149
- B/E: 101 / 221 , Gen_loss: -0.36199555 MI_loss: 22.025173 Detection error: 0.00985938310623169 time: 8:51:43.924107
- B/E: 102 / 221 , Gen_loss: -0.36406568 MI_loss: 22.032063 Detection error: 0.009849846363067627 time: 8:51:44.816050
- B/E: 103 / 221 , Gen_loss: -0.36249378 MI_loss: 22.035822 Detection error: 0.009854555130004883 time: 8:51:45.707350
- B/E: 104 / 221 , Gen_loss: -0.35222968 MI_loss: 21.334602 Detection error: 0.009856820106506348 time: 8:51:46.591168
- B/E: 105 / 221 , Gen_loss: -0.35656202 MI_loss: 21.702492 Detection error: 0.009848177433013916 time: 8:51:47.482850
- B/E: 106 / 221 , Gen_loss: -0.36808497 MI_loss: 22.30261 Detection error: 0.009854257106781006 time: 8:51:48.380539
- B/E: 107 / 221 , Gen_loss: -0.35918897 MI_loss: 21.839342 Detection error: 0.00985562801361084 time: 8:51:49.265368
- B/E: 108 / 221 , Gen_loss: -0.36843392 MI_loss: 22.322039 Detection error: 0.009856641292572021 time: 8:51:50.154042
- B/E: 109 / 221 , Gen_loss: -0.35795954 MI_loss: 21.619482 Detection error: 0.00985342264175415 time: 8:51:51.070524
- B/E: 110 / 221 , Gen_loss: -0.36420676 MI_loss: 21.900152 Detection error: 0.00984656810760498 time: 8:51:51.958193
- B/E: 111 / 221 , Gen_loss: -0.3655767 MI_loss: 22.156733 Detection error: 0.009845435619354248 time: 8:51:52.918814
- B/E: 112 / 221 , Gen_loss: -0.36210075 MI_loss: 21.894129 Detection error: 0.009844005107879639 time: 8:51:53.830051
- B/E: 113 / 221 , Gen_loss: -0.36379623 MI_loss: 22.052055 Detection error: 0.009846508502960205 time: 8:51:54.654587
- B/E: 114 / 221 , Gen_loss: -0.35728893 MI_loss: 21.646406 Detection error: 0.00985109806060791 time: 8:51:55.441565
- B/E: 115 / 221 , Gen_loss: -0.36568248 MI_loss: 22.12577 Detection error: 0.009847819805145264 time: 8:51:56.214490
- B/E: 116 / 221 , Gen_loss: -0.35809818 MI_loss: 21.680475 Detection error: 0.00984722375869751 time: 8:51:56.994043
- B/E: 117 / 221 , Gen_loss: -0.35503417 MI_loss: 21.762066 Detection error: 0.00984954833984375 time: 8:51:57.812969
- B/E: 118 / 221 , Gen_loss: -0.36294642 MI_loss: 21.990374 Detection error: 0.009838759899139404 time: 8:51:58.587952
- B/E: 119 / 221 , Gen_loss: -0.35618412 MI_loss: 21.659466 Detection error: 0.009836196899414062 time: 8:51:59.363382
- B/E: 120 / 221 , Gen_loss: -0.3621322 MI_loss: 22.001902 Detection error: 0.009833693504333496 time: 8:52:00.220573
- B/E: 121 / 221 , Gen_loss: -0.36393225 MI_loss: 22.221973 Detection error: 0.009839653968811035 time: 8:52:01.047148
- B/E: 122 / 221 , Gen_loss: -0.35532773 MI_loss: 21.429005 Detection error: 0.0098305344581604 time: 8:52:01.923015
- B/E: 123 / 221 , Gen_loss: -0.34791112 MI_loss: 21.069193 Detection error: 0.009825587272644043 time: 8:52:02.746333
- B/E: 124 / 221 , Gen_loss: -0.35017797 MI_loss: 21.108942 Detection error: 0.009829521179199219 time: 8:52:03.520708
- B/E: 125 / 221 , Gen_loss: -0.35998693 MI_loss: 21.811407 Detection error: 0.009825170040130615 time: 8:52:04.296075
- B/E: 126 / 221 , Gen_loss: -0.36528692 MI_loss: 22.30225 Detection error: 0.009835124015808105 time: 8:52:05.173727
- B/E: 127 / 221 , Gen_loss: -0.35776407 MI_loss: 21.761402 Detection error: 0.00983738899230957 time: 8:52:06.155221
- B/E: 128 / 221 , Gen_loss: -0.3653527 MI_loss: 22.20022 Detection error: 0.009842514991760254 time: 8:52:07.050115
- B/E: 129 / 221 , Gen_loss: -0.36184147 MI_loss: 22.00401 Detection error: 0.009845912456512451 time: 8:52:07.940759
- B/E: 130 / 221 , Gen_loss: -0.36461982 MI_loss: 22.051453 Detection error: 0.00984877347946167 time: 8:52:08.823154
- B/E: 131 / 221 , Gen_loss: -0.35693923 MI_loss: 21.71849 Detection error: 0.009854376316070557 time: 8:52:09.715998
- B/E: 132 / 221 , Gen_loss: -0.35958764 MI_loss: 21.779428 Detection error: 0.009851992130279541 time: 8:52:10.601797
- B/E: 133 / 221 , Gen_loss: -0.34268084 MI_loss: 20.856705 Detection error: 0.009854257106781006 time: 8:52:11.489434
- B/E: 134 / 221 , Gen_loss: -0.36268538 MI_loss: 22.142262 Detection error: 0.009863436222076416 time: 8:52:12.375024
- B/E: 135 / 221 , Gen_loss: -0.3712257 MI_loss: 22.409658 Detection error: 0.009863078594207764 time: 8:52:13.264337
- B/E: 136 / 221 , Gen_loss: -0.3493321 MI_loss: 21.095558 Detection error: 0.00986337661743164 time: 8:52:14.146775
- B/E: 137 / 221 , Gen_loss: -0.3611333 MI_loss: 21.878756 Detection error: 0.009865045547485352 time: 8:52:15.025044
- B/E: 138 / 221 , Gen_loss: -0.35293105 MI_loss: 21.371328 Detection error: 0.00987231731414795 time: 8:52:15.927674
- B/E: 139 / 221 , Gen_loss: -0.35789078 MI_loss: 21.718693 Detection error: 0.009877026081085205 time: 8:52:16.810881
- B/E: 140 / 221 , Gen_loss: -0.3577724 MI_loss: 21.732182 Detection error: 0.009875237941741943 time: 8:52:17.697039
- B/E: 141 / 221 , Gen_loss: -0.36439654 MI_loss: 21.83267 Detection error: 0.00987255573272705 time: 8:52:18.583454
- B/E: 142 / 221 , Gen_loss: -0.36826357 MI_loss: 22.22722 Detection error: 0.009868443012237549 time: 8:52:19.462770
- B/E: 143 / 221 , Gen_loss: -0.36294702 MI_loss: 22.027746 Detection error: 0.009868502616882324 time: 8:52:20.431161
- B/E: 144 / 221 , Gen_loss: -0.3599134 MI_loss: 21.938154 Detection error: 0.009879112243652344 time: 8:52:21.317890
- B/E: 145 / 221 , Gen_loss: -0.36045325 MI_loss: 21.811415 Detection error: 0.009883105754852295 time: 8:52:22.199329
- B/E: 146 / 221 , Gen_loss: -0.36405566 MI_loss: 22.041973 Detection error: 0.009886026382446289 time: 8:52:23.079920
- B/E: 147 / 221 , Gen_loss: -0.35730273 MI_loss: 21.647896 Detection error: 0.009889364242553711 time: 8:52:23.903863
- B/E: 148 / 221 , Gen_loss: -0.3625258 MI_loss: 21.907162 Detection error: 0.009890317916870117 time: 8:52:24.781110
- B/E: 149 / 221 , Gen_loss: -0.36300796 MI_loss: 22.02769 Detection error: 0.009895622730255127 time: 8:52:25.659093
-
- Test Loss: 10.265014 Test Error: 0.010716676712036133
- -----
- EPOCH: 222
- B/E: 0 / 222 , Gen_loss: -0.35406578 MI_loss: 21.42181 Detection error: 0.010593771934509277 time: 8:52:27.584176
- B/E: 1 / 222 , Gen_loss: -0.35318905 MI_loss: 21.357214 Detection error: 0.01021873950958252 time: 8:53:00.650107
- B/E: 2 / 222 , Gen_loss: -0.35582477 MI_loss: 21.499485 Detection error: 0.00982290506362915 time: 8:53:01.575052
- B/E: 3 / 222 , Gen_loss: -0.35517758 MI_loss: 21.519457 Detection error: 0.009703099727630615 time: 8:53:02.484131
- B/E: 4 / 222 , Gen_loss: -0.35692763 MI_loss: 21.658358 Detection error: 0.009818732738494873 time: 8:53:03.369846
- B/E: 5 / 222 , Gen_loss: -0.34929702 MI_loss: 21.213161 Detection error: 0.009854137897491455 time: 8:53:04.379654
- B/E: 6 / 222 , Gen_loss: -0.35232982 MI_loss: 21.372995 Detection error: 0.009848237037658691 time: 8:53:05.272609
- B/E: 7 / 222 , Gen_loss: -0.3648687 MI_loss: 22.244843 Detection error: 0.009902358055114746 time: 8:53:06.156623
- B/E: 8 / 222 , Gen_loss: -0.36890286 MI_loss: 22.37127 Detection error: 0.009843766689300537 time: 8:53:07.041249
- B/E: 9 / 222 , Gen_loss: -0.35514784 MI_loss: 21.546585 Detection error: 0.009724974632263184 time: 8:53:07.953393
- B/E: 10 / 222 , Gen_loss: -0.36983386 MI_loss: 22.489702 Detection error: 0.009818196296691895 time: 8:53:08.837686
- B/E: 11 / 222 , Gen_loss: -0.36431926 MI_loss: 22.106684 Detection error: 0.0098801851272583 time: 8:53:09.727505
- B/E: 12 / 222 , Gen_loss: -0.35700956 MI_loss: 21.501953 Detection error: 0.009935081005096436 time: 8:53:10.635873
- B/E: 13 / 222 , Gen_loss: -0.35955948 MI_loss: 21.841408 Detection error: 0.009937524795532227 time: 8:53:11.524896
- B/E: 14 / 222 , Gen_loss: -0.36395904 MI_loss: 22.123703 Detection error: 0.00991666316986084 time: 8:53:12.413014
- B/E: 15 / 222 , Gen_loss: -0.35404378 MI_loss: 21.54458 Detection error: 0.009904325008392334 time: 8:53:13.301792
- B/E: 16 / 222 , Gen_loss: -0.3621209 MI_loss: 21.859232 Detection error: 0.009898900985717773 time: 8:53:14.196411
- B/E: 17 / 222 , Gen_loss: -0.35728562 MI_loss: 21.703007 Detection error: 0.009885430335998535 time: 8:53:15.081533
- B/E: 18 / 222 , Gen_loss: -0.35682166 MI_loss: 21.588682 Detection error: 0.009828925132751465 time: 8:53:15.975214
- B/E: 19 / 222 , Gen_loss: -0.3532541 MI_loss: 21.328646 Detection error: 0.009832799434661865 time: 8:53:16.864175
- B/E: 20 / 222 , Gen_loss: -0.35584584 MI_loss: 21.687534 Detection error: 0.009861588478088379 time: 8:53:17.847889
- B/E: 21 / 222 , Gen_loss: -0.35584092 MI_loss: 21.649015 Detection error: 0.009866476058959961 time: 8:53:18.732177
- B/E: 22 / 222 , Gen_loss: -0.364736 MI_loss: 21.910751 Detection error: 0.00984644889831543 time: 8:53:19.623289
- B/E: 23 / 222 , Gen_loss: -0.3652784 MI_loss: 22.01408 Detection error: 0.009851574897766113 time: 8:53:20.512245
- B/E: 24 / 222 , Gen_loss: -0.36742213 MI_loss: 22.219017 Detection error: 0.009856224060058594 time: 8:53:21.399274
- B/E: 25 / 222 , Gen_loss: -0.36378717 MI_loss: 22.053162 Detection error: 0.009856998920440674 time: 8:53:22.217241
- B/E: 26 / 222 , Gen_loss: -0.35703686 MI_loss: 21.817245 Detection error: 0.009910881519317627 time: 8:53:23.027357
- B/E: 27 / 222 , Gen_loss: -0.3631894 MI_loss: 22.193132 Detection error: 0.009924113750457764 time: 8:53:23.801274
- B/E: 28 / 222 , Gen_loss: -0.36048347 MI_loss: 21.868519 Detection error: 0.00992673635482788 time: 8:53:24.625403
- B/E: 29 / 222 , Gen_loss: -0.35430068 MI_loss: 21.3126 Detection error: 0.009927093982696533 time: 8:53:25.398993
- B/E: 30 / 222 , Gen_loss: -0.35552752 MI_loss: 21.429482 Detection error: 0.009907245635986328 time: 8:53:26.235838
- B/E: 31 / 222 , Gen_loss: -0.3519193 MI_loss: 21.420042 Detection error: 0.009873032569885254 time: 8:53:27.060143
- B/E: 32 / 222 , Gen_loss: -0.3544078 MI_loss: 21.817678 Detection error: 0.009890139102935791 time: 8:53:27.907518
- B/E: 33 / 222 , Gen_loss: -0.3538693 MI_loss: 21.389376 Detection error: 0.009867668151855469 time: 8:53:28.723528
- B/E: 34 / 222 , Gen_loss: -0.34078106 MI_loss: 20.681295 Detection error: 0.009870529174804688 time: 8:53:29.608229
- B/E: 35 / 222 , Gen_loss: -0.3628953 MI_loss: 22.005936 Detection error: 0.009850680828094482 time: 8:53:30.490116
- B/E: 36 / 222 , Gen_loss: -0.36019456 MI_loss: 21.605343 Detection error: 0.009853065013885498 time: 8:53:31.457652
- B/E: 37 / 222 , Gen_loss: -0.37416726 MI_loss: 22.637934 Detection error: 0.009854435920715332 time: 8:53:32.349796
- B/E: 38 / 222 , Gen_loss: -0.35922772 MI_loss: 21.73285 Detection error: 0.009870171546936035 time: 8:53:33.237448
- B/E: 39 / 222 , Gen_loss: -0.3677561 MI_loss: 22.181845 Detection error: 0.00985860824584961 time: 8:53:34.118025
- B/E: 40 / 222 , Gen_loss: -0.35139295 MI_loss: 21.314817 Detection error: 0.009845256805419922 time: 8:53:35.000233
- B/E: 41 / 222 , Gen_loss: -0.35664374 MI_loss: 21.564703 Detection error: 0.009844481945037842 time: 8:53:35.838263
- B/E: 42 / 222 , Gen_loss: -0.36102387 MI_loss: 21.961622 Detection error: 0.009847402572631836 time: 8:53:36.751369
- B/E: 43 / 222 , Gen_loss: -0.36501753 MI_loss: 21.942104 Detection error: 0.0098494291305542 time: 8:53:37.584111
- B/E: 44 / 222 , Gen_loss: -0.35768092 MI_loss: 21.707935 Detection error: 0.009844422340393066 time: 8:53:38.357908
- B/E: 45 / 222 , Gen_loss: -0.3578167 MI_loss: 21.801014 Detection error: 0.009866178035736084 time: 8:53:39.242291
- B/E: 46 / 222 , Gen_loss: -0.3545925 MI_loss: 21.475388 Detection error: 0.009869694709777832 time: 8:53:40.127509
- B/E: 47 / 222 , Gen_loss: -0.371783 MI_loss: 22.457176 Detection error: 0.009865880012512207 time: 8:53:41.013812
- B/E: 48 / 222 , Gen_loss: -0.3566661 MI_loss: 21.617338 Detection error: 0.009890317916870117 time: 8:53:41.889458
- B/E: 49 / 222 , Gen_loss: -0.36647615 MI_loss: 22.172089 Detection error: 0.009891867637634277 time: 8:53:42.769950
- B/E: 50 / 222 , Gen_loss: -0.34638336 MI_loss: 21.023165 Detection error: 0.009893357753753662 time: 8:53:43.652818
- B/E: 51 / 222 , Gen_loss: -0.3626308 MI_loss: 22.155874 Detection error: 0.009901463985443115 time: 8:53:44.544203
- B/E: 52 / 222 , Gen_loss: -0.3663392 MI_loss: 22.108112 Detection error: 0.009892702102661133 time: 8:53:45.504605
- B/E: 53 / 222 , Gen_loss: -0.36104023 MI_loss: 21.970264 Detection error: 0.009905695915222168 time: 8:53:46.390840
- B/E: 54 / 222 , Gen_loss: -0.3595184 MI_loss: 21.764532 Detection error: 0.009909093379974365 time: 8:53:47.308795
- B/E: 55 / 222 , Gen_loss: -0.3653173 MI_loss: 22.277897 Detection error: 0.009893953800201416 time: 8:53:48.194945
- B/E: 56 / 222 , Gen_loss: -0.36081055 MI_loss: 21.672272 Detection error: 0.009876668453216553 time: 8:53:49.071543
- B/E: 57 / 222 , Gen_loss: -0.36283627 MI_loss: 21.940899 Detection error: 0.009878218173980713 time: 8:53:49.989847
- B/E: 58 / 222 , Gen_loss: -0.35655367 MI_loss: 21.625599 Detection error: 0.009861767292022705 time: 8:53:50.870090
- B/E: 59 / 222 , Gen_loss: -0.36441904 MI_loss: 22.123209 Detection error: 0.00987917184829712 time: 8:53:51.774794
- B/E: 60 / 222 , Gen_loss: -0.360218 MI_loss: 21.823555 Detection error: 0.009876549243927002 time: 8:53:52.658625
- B/E: 61 / 222 , Gen_loss: -0.34758452 MI_loss: 20.985058 Detection error: 0.009876012802124023 time: 8:53:53.568734
- B/E: 62 / 222 , Gen_loss: -0.35692364 MI_loss: 21.673811 Detection error: 0.00988692045211792 time: 8:53:54.475186
- B/E: 63 / 222 , Gen_loss: -0.3598917 MI_loss: 21.824085 Detection error: 0.00987941026687622 time: 8:53:55.358364
- B/E: 64 / 222 , Gen_loss: -0.35978994 MI_loss: 21.744823 Detection error: 0.009876430034637451 time: 8:53:56.257359
- B/E: 65 / 222 , Gen_loss: -0.3666551 MI_loss: 22.234129 Detection error: 0.009875476360321045 time: 8:53:57.145668
- B/E: 66 / 222 , Gen_loss: -0.3813159 MI_loss: 23.104254 Detection error: 0.009875476360321045 time: 8:53:58.030630
- B/E: 67 / 222 , Gen_loss: -0.3582258 MI_loss: 21.59419 Detection error: 0.009868085384368896 time: 8:53:58.922887
- B/E: 68 / 222 , Gen_loss: -0.35449797 MI_loss: 21.57338 Detection error: 0.00987774133682251 time: 8:53:59.910544
- B/E: 69 / 222 , Gen_loss: -0.34737554 MI_loss: 21.14664 Detection error: 0.009887516498565674 time: 8:54:00.796962
- B/E: 70 / 222 , Gen_loss: -0.36387402 MI_loss: 21.97227 Detection error: 0.0098838210105896 time: 8:54:01.699853
- B/E: 71 / 222 , Gen_loss: -0.3556207 MI_loss: 21.511847 Detection error: 0.00988149642944336 time: 8:54:02.590283
- B/E: 72 / 222 , Gen_loss: -0.3663341 MI_loss: 22.214834 Detection error: 0.009877562522888184 time: 8:54:03.468210
- B/E: 73 / 222 , Gen_loss: -0.3459717 MI_loss: 21.007912 Detection error: 0.009874165058135986 time: 8:54:04.351634
- B/E: 74 / 222 , Gen_loss: -0.3655005 MI_loss: 22.19106 Detection error: 0.009872078895568848 time: 8:54:05.239798
- B/E: 75 / 222 , Gen_loss: -0.35841548 MI_loss: 21.79338 Detection error: 0.009869635105133057 time: 8:54:06.132347
- B/E: 76 / 222 , Gen_loss: -0.35883263 MI_loss: 21.708693 Detection error: 0.009874165058135986 time: 8:54:07.014085
- B/E: 77 / 222 , Gen_loss: -0.35328016 MI_loss: 21.516758 Detection error: 0.009874224662780762 time: 8:54:07.897057
- B/E: 78 / 222 , Gen_loss: -0.36381325 MI_loss: 21.871916 Detection error: 0.009865522384643555 time: 8:54:08.783266
- B/E: 79 / 222 , Gen_loss: -0.3663898 MI_loss: 22.169235 Detection error: 0.009872674942016602 time: 8:54:09.662388
- B/E: 80 / 222 , Gen_loss: -0.36599413 MI_loss: 22.234573 Detection error: 0.009878098964691162 time: 8:54:10.544604
- B/E: 81 / 222 , Gen_loss: -0.35530534 MI_loss: 21.468449 Detection error: 0.009869635105133057 time: 8:54:11.428362
- B/E: 82 / 222 , Gen_loss: -0.35327125 MI_loss: 21.449759 Detection error: 0.00987309217453003 time: 8:54:12.312857
- B/E: 83 / 222 , Gen_loss: -0.35740685 MI_loss: 21.722454 Detection error: 0.009876132011413574 time: 8:54:13.195062
- B/E: 84 / 222 , Gen_loss: -0.3569662 MI_loss: 21.6319 Detection error: 0.009877204895019531 time: 8:54:14.158393
- B/E: 85 / 222 , Gen_loss: -0.3609557 MI_loss: 21.887924 Detection error: 0.009854674339294434 time: 8:54:15.049945
- B/E: 86 / 222 , Gen_loss: -0.36723182 MI_loss: 22.16726 Detection error: 0.009856700897216797 time: 8:54:15.932365
- B/E: 87 / 222 , Gen_loss: -0.3619813 MI_loss: 21.900888 Detection error: 0.009841978549957275 time: 8:54:16.811932
- B/E: 88 / 222 , Gen_loss: -0.359595 MI_loss: 21.674212 Detection error: 0.00983041524887085 time: 8:54:17.700890
- B/E: 89 / 222 , Gen_loss: -0.35718617 MI_loss: 21.734169 Detection error: 0.009836792945861816 time: 8:54:18.585199
- B/E: 90 / 222 , Gen_loss: -0.3721018 MI_loss: 22.560928 Detection error: 0.009841322898864746 time: 8:54:19.466490
- B/E: 91 / 222 , Gen_loss: -0.3504115 MI_loss: 21.247934 Detection error: 0.009844422340393066 time: 8:54:20.371655
- B/E: 92 / 222 , Gen_loss: -0.3602204 MI_loss: 21.835571 Detection error: 0.00983738899230957 time: 8:54:21.266104
- B/E: 93 / 222 , Gen_loss: -0.34260172 MI_loss: 20.82896 Detection error: 0.009835422039031982 time: 8:54:22.110401
- B/E: 94 / 222 , Gen_loss: -0.3444063 MI_loss: 20.965282 Detection error: 0.009846031665802002 time: 8:54:22.991513
- B/E: 95 / 222 , Gen_loss: -0.36335602 MI_loss: 21.983082 Detection error: 0.009853839874267578 time: 8:54:23.902771
- B/E: 96 / 222 , Gen_loss: -0.36052838 MI_loss: 21.817245 Detection error: 0.00985342264175415 time: 8:54:24.786175
- B/E: 97 / 222 , Gen_loss: -0.35974142 MI_loss: 21.806208 Detection error: 0.009843409061431885 time: 8:54:25.669205
- B/E: 98 / 222 , Gen_loss: -0.36172506 MI_loss: 21.873034 Detection error: 0.009829878807067871 time: 8:54:26.558079
- B/E: 99 / 222 , Gen_loss: -0.35546106 MI_loss: 21.467783 Detection error: 0.009829401969909668 time: 8:54:27.428478
- B/E: 100 / 222 , Gen_loss: -0.37181428 MI_loss: 22.611458 Detection error: 0.009831368923187256 time: 8:54:28.400210
- B/E: 101 / 222 , Gen_loss: -0.36322188 MI_loss: 22.03349 Detection error: 0.009838521480560303 time: 8:54:29.287880
- B/E: 102 / 222 , Gen_loss: -0.35236448 MI_loss: 21.25993 Detection error: 0.00983649492263794 time: 8:54:30.167862
- B/E: 103 / 222 , Gen_loss: -0.3679077 MI_loss: 22.138908 Detection error: 0.009832322597503662 time: 8:54:31.035795
- B/E: 104 / 222 , Gen_loss: -0.36070445 MI_loss: 21.82428 Detection error: 0.00983572006225586 time: 8:54:31.926981
- B/E: 105 / 222 , Gen_loss: -0.35397917 MI_loss: 21.447155 Detection error: 0.009831666946411133 time: 8:54:32.823683
- B/E: 106 / 222 , Gen_loss: -0.35829908 MI_loss: 21.64648 Detection error: 0.009831786155700684 time: 8:54:33.713840
- B/E: 107 / 222 , Gen_loss: -0.35565892 MI_loss: 21.650917 Detection error: 0.009835362434387207 time: 8:54:34.510576
- B/E: 108 / 222 , Gen_loss: -0.36032623 MI_loss: 21.971802 Detection error: 0.009837150573730469 time: 8:54:35.304413
- B/E: 109 / 222 , Gen_loss: -0.36329016 MI_loss: 21.938225 Detection error: 0.0098380446434021 time: 8:54:36.207140
- B/E: 110 / 222 , Gen_loss: -0.35446745 MI_loss: 21.418015 Detection error: 0.009827136993408203 time: 8:54:37.100201
- B/E: 111 / 222 , Gen_loss: -0.3581196 MI_loss: 21.68 Detection error: 0.009821712970733643 time: 8:54:37.998762
- B/E: 112 / 222 , Gen_loss: -0.35506356 MI_loss: 21.383205 Detection error: 0.009827136993408203 time: 8:54:38.890744
- B/E: 113 / 222 , Gen_loss: -0.35670534 MI_loss: 21.824215 Detection error: 0.009835243225097656 time: 8:54:39.764512
- B/E: 114 / 222 , Gen_loss: -0.36655146 MI_loss: 22.230156 Detection error: 0.009834229946136475 time: 8:54:40.673383
- B/E: 115 / 222 , Gen_loss: -0.36531022 MI_loss: 22.125616 Detection error: 0.009828686714172363 time: 8:54:41.523661
- B/E: 116 / 222 , Gen_loss: -0.36537352 MI_loss: 22.18253 Detection error: 0.009830117225646973 time: 8:54:42.414002
- B/E: 117 / 222 , Gen_loss: -0.35267028 MI_loss: 21.442387 Detection error: 0.009833157062530518 time: 8:54:43.308884
- B/E: 118 / 222 , Gen_loss: -0.3634706 MI_loss: 22.013882 Detection error: 0.009827733039855957 time: 8:54:44.224485
- B/E: 119 / 222 , Gen_loss: -0.35694504 MI_loss: 21.504509 Detection error: 0.009823977947235107 time: 8:54:45.058129
- B/E: 120 / 222 , Gen_loss: -0.36330488 MI_loss: 21.986658 Detection error: 0.009821534156799316 time: 8:54:45.963911
- B/E: 121 / 222 , Gen_loss: -0.35379833 MI_loss: 21.506136 Detection error: 0.009823501110076904 time: 8:54:46.858549
- B/E: 122 / 222 , Gen_loss: -0.36255416 MI_loss: 21.812027 Detection error: 0.009817063808441162 time: 8:54:47.751556
- B/E: 123 / 222 , Gen_loss: -0.34839088 MI_loss: 21.105795 Detection error: 0.009812772274017334 time: 8:54:48.647731
- B/E: 124 / 222 , Gen_loss: -0.36620715 MI_loss: 22.197899 Detection error: 0.009812772274017334 time: 8:54:49.541965
- B/E: 125 / 222 , Gen_loss: -0.3667231 MI_loss: 22.296183 Detection error: 0.009814262390136719 time: 8:54:50.441708
- B/E: 126 / 222 , Gen_loss: -0.35303763 MI_loss: 21.382055 Detection error: 0.009819626808166504 time: 8:54:51.340249
- B/E: 127 / 222 , Gen_loss: -0.35810682 MI_loss: 21.748768 Detection error: 0.009820818901062012 time: 8:54:52.237748
- B/E: 128 / 222 , Gen_loss: -0.36353597 MI_loss: 22.159111 Detection error: 0.00982511043548584 time: 8:54:53.135595
- B/E: 129 / 222 , Gen_loss: -0.3666406 MI_loss: 22.393768 Detection error: 0.009831249713897705 time: 8:54:54.074435
- B/E: 130 / 222 , Gen_loss: -0.35608938 MI_loss: 21.534157 Detection error: 0.009836375713348389 time: 8:54:54.970866
- B/E: 131 / 222 , Gen_loss: -0.34943673 MI_loss: 21.086767 Detection error: 0.009843766689300537 time: 8:54:55.869981
- B/E: 132 / 222 , Gen_loss: -0.36172011 MI_loss: 21.820053 Detection error: 0.009836256504058838 time: 8:54:56.847864
- B/E: 133 / 222 , Gen_loss: -0.36453182 MI_loss: 22.081207 Detection error: 0.009842097759246826 time: 8:54:57.759192
- B/E: 134 / 222 , Gen_loss: -0.36987826 MI_loss: 22.483765 Detection error: 0.009846746921539307 time: 8:54:58.659261
- B/E: 135 / 222 , Gen_loss: -0.365362 MI_loss: 22.143408 Detection error: 0.009847879409790039 time: 8:54:59.506095
- B/E: 136 / 222 , Gen_loss: -0.363404 MI_loss: 22.05943 Detection error: 0.0098494291305542 time: 8:55:00.341933
- B/E: 137 / 222 , Gen_loss: -0.36013034 MI_loss: 21.764957 Detection error: 0.009853959083557129 time: 8:55:01.256952
- B/E: 138 / 222 , Gen_loss: -0.36658186 MI_loss: 22.275927 Detection error: 0.009857892990112305 time: 8:55:02.152942
- B/E: 139 / 222 , Gen_loss: -0.3579912 MI_loss: 21.683096 Detection error: 0.009862065315246582 time: 8:55:03.063811
- B/E: 140 / 222 , Gen_loss: -0.354607 MI_loss: 21.502024 Detection error: 0.009864568710327148 time: 8:55:03.965887
- B/E: 141 / 222 , Gen_loss: -0.36561862 MI_loss: 21.999935 Detection error: 0.009855866432189941 time: 8:55:04.863544
- B/E: 142 / 222 , Gen_loss: -0.35370365 MI_loss: 21.482058 Detection error: 0.009864270687103271 time: 8:55:05.701208
- B/E: 143 / 222 , Gen_loss: -0.36602587 MI_loss: 22.138815 Detection error: 0.009856343269348145 time: 8:55:06.490907
- B/E: 144 / 222 , Gen_loss: -0.3511554 MI_loss: 21.390455 Detection error: 0.009869396686553955 time: 8:55:07.296979
- B/E: 145 / 222 , Gen_loss: -0.35893983 MI_loss: 21.607307 Detection error: 0.0098724365234375 time: 8:55:08.122575
- B/E: 146 / 222 , Gen_loss: -0.35730132 MI_loss: 21.566502 Detection error: 0.009875655174255371 time: 8:55:08.976668
- B/E: 147 / 222 , Gen_loss: -0.35935858 MI_loss: 21.758976 Detection error: 0.009876072406768799 time: 8:55:09.781452
- B/E: 148 / 222 , Gen_loss: -0.36688328 MI_loss: 22.280691 Detection error: 0.00987541675567627 time: 8:55:10.701123
- B/E: 149 / 222 , Gen_loss: -0.35405642 MI_loss: 21.409613 Detection error: 0.009883105754852295 time: 8:55:11.573004
-
- Test Loss: 10.267316 Test Error: 0.01068335771560669
- -----
- EPOCH: 223
- B/E: 0 / 223 , Gen_loss: -0.3554306 MI_loss: 21.471254 Detection error: 0.010593771934509277 time: 8:55:13.463268
- B/E: 1 / 223 , Gen_loss: -0.35303184 MI_loss: 21.335463 Detection error: 0.010093748569488525 time: 8:55:47.626297
- B/E: 2 / 223 , Gen_loss: -0.35844874 MI_loss: 21.621584 Detection error: 0.009802103042602539 time: 8:55:48.562822
- B/E: 3 / 223 , Gen_loss: -0.36271062 MI_loss: 21.93352 Detection error: 0.00967186689376831 time: 8:55:49.469568
- B/E: 4 / 223 , Gen_loss: -0.3677611 MI_loss: 22.344471 Detection error: 0.009656250476837158 time: 8:55:50.373189
- B/E: 5 / 223 , Gen_loss: -0.35916817 MI_loss: 21.822351 Detection error: 0.009755194187164307 time: 8:55:51.266267
- B/E: 6 / 223 , Gen_loss: -0.36973253 MI_loss: 22.444504 Detection error: 0.009830355644226074 time: 8:55:52.160290
- B/E: 7 / 223 , Gen_loss: -0.37048432 MI_loss: 22.279951 Detection error: 0.009925782680511475 time: 8:55:53.051573
- B/E: 8 / 223 , Gen_loss: -0.36797604 MI_loss: 22.193447 Detection error: 0.009854137897491455 time: 8:55:53.966333
- B/E: 9 / 223 , Gen_loss: -0.36395076 MI_loss: 21.999704 Detection error: 0.009790599346160889 time: 8:55:54.870075
- B/E: 10 / 223 , Gen_loss: -0.3611052 MI_loss: 21.954342 Detection error: 0.009812474250793457 time: 8:55:55.884525
- B/E: 11 / 223 , Gen_loss: -0.35504392 MI_loss: 21.444046 Detection error: 0.009862005710601807 time: 8:55:56.781957
- B/E: 12 / 223 , Gen_loss: -0.35947195 MI_loss: 21.827003 Detection error: 0.009925484657287598 time: 8:55:57.680763
- B/E: 13 / 223 , Gen_loss: -0.35236603 MI_loss: 21.376316 Detection error: 0.009924113750457764 time: 8:55:58.581148
- B/E: 14 / 223 , Gen_loss: -0.3629436 MI_loss: 21.897299 Detection error: 0.00989997386932373 time: 8:55:59.481924
- B/E: 15 / 223 , Gen_loss: -0.36109585 MI_loss: 21.935421 Detection error: 0.009888648986816406 time: 8:56:00.380659
- B/E: 16 / 223 , Gen_loss: -0.3614263 MI_loss: 21.81796 Detection error: 0.009878695011138916 time: 8:56:01.278622
- B/E: 17 / 223 , Gen_loss: -0.35598198 MI_loss: 21.66762 Detection error: 0.009857654571533203 time: 8:56:02.148764
- B/E: 18 / 223 , Gen_loss: -0.35923293 MI_loss: 21.602297 Detection error: 0.009817421436309814 time: 8:56:02.982711
- B/E: 19 / 223 , Gen_loss: -0.36085194 MI_loss: 21.969585 Detection error: 0.009829699993133545 time: 8:56:03.815180
- B/E: 20 / 223 , Gen_loss: -0.34953082 MI_loss: 21.157534 Detection error: 0.009874999523162842 time: 8:56:04.617423
- B/E: 21 / 223 , Gen_loss: -0.3549504 MI_loss: 21.38251 Detection error: 0.009862244129180908 time: 8:56:05.495598
- B/E: 22 / 223 , Gen_loss: -0.35056466 MI_loss: 21.143497 Detection error: 0.009842395782470703 time: 8:56:06.390533
- B/E: 23 / 223 , Gen_loss: -0.35016564 MI_loss: 21.144688 Detection error: 0.009837210178375244 time: 8:56:07.287858
- B/E: 24 / 223 , Gen_loss: -0.35123745 MI_loss: 21.17399 Detection error: 0.009840011596679688 time: 8:56:08.187805
- B/E: 25 / 223 , Gen_loss: -0.35608822 MI_loss: 21.385317 Detection error: 0.009832918643951416 time: 8:56:09.169072
- B/E: 26 / 223 , Gen_loss: -0.36006215 MI_loss: 21.968672 Detection error: 0.009902775287628174 time: 8:56:10.081983
- B/E: 27 / 223 , Gen_loss: -0.3535318 MI_loss: 21.505512 Detection error: 0.009915173053741455 time: 8:56:10.984832
- B/E: 28 / 223 , Gen_loss: -0.36427203 MI_loss: 21.955214 Detection error: 0.009900867938995361 time: 8:56:11.882027
- B/E: 29 / 223 , Gen_loss: -0.35021028 MI_loss: 21.287407 Detection error: 0.009932279586791992 time: 8:56:12.777703
- B/E: 30 / 223 , Gen_loss: -0.34650725 MI_loss: 21.029533 Detection error: 0.009913325309753418 time: 8:56:13.682357
- B/E: 31 / 223 , Gen_loss: -0.35450155 MI_loss: 21.288998 Detection error: 0.009889662265777588 time: 8:56:14.578018
- B/E: 32 / 223 , Gen_loss: -0.37409326 MI_loss: 22.712816 Detection error: 0.00987786054611206 time: 8:56:15.438975
- B/E: 33 / 223 , Gen_loss: -0.35693344 MI_loss: 21.570658 Detection error: 0.00985938310623169 time: 8:56:16.261204
- B/E: 34 / 223 , Gen_loss: -0.35106075 MI_loss: 21.385824 Detection error: 0.009850919246673584 time: 8:56:17.062532
- B/E: 35 / 223 , Gen_loss: -0.36732653 MI_loss: 22.233398 Detection error: 0.009857654571533203 time: 8:56:17.961543
- B/E: 36 / 223 , Gen_loss: -0.36131907 MI_loss: 21.925856 Detection error: 0.009843766689300537 time: 8:56:18.837213
- B/E: 37 / 223 , Gen_loss: -0.37178934 MI_loss: 22.476852 Detection error: 0.009851992130279541 time: 8:56:19.684704
- B/E: 38 / 223 , Gen_loss: -0.36127192 MI_loss: 21.913671 Detection error: 0.009857356548309326 time: 8:56:20.474417
- B/E: 39 / 223 , Gen_loss: -0.3648592 MI_loss: 22.172861 Detection error: 0.009853899478912354 time: 8:56:21.262170
- B/E: 40 / 223 , Gen_loss: -0.3703957 MI_loss: 22.52959 Detection error: 0.009842991828918457 time: 8:56:22.067456
- B/E: 41 / 223 , Gen_loss: -0.36288205 MI_loss: 22.03774 Detection error: 0.009844481945037842 time: 8:56:23.006192
- B/E: 42 / 223 , Gen_loss: -0.3650568 MI_loss: 21.975552 Detection error: 0.009840130805969238 time: 8:56:23.814748
- B/E: 43 / 223 , Gen_loss: -0.36157057 MI_loss: 21.840092 Detection error: 0.009837329387664795 time: 8:56:24.707615
- B/E: 44 / 223 , Gen_loss: -0.35354456 MI_loss: 21.434925 Detection error: 0.00985485315322876 time: 8:56:25.587997
- B/E: 45 / 223 , Gen_loss: -0.35854766 MI_loss: 21.627426 Detection error: 0.00986415147781372 time: 8:56:26.426368
- B/E: 46 / 223 , Gen_loss: -0.35950583 MI_loss: 21.757635 Detection error: 0.00987696647644043 time: 8:56:27.215099
- B/E: 47 / 223 , Gen_loss: -0.36730453 MI_loss: 21.949848 Detection error: 0.009871721267700195 time: 8:56:28.080112
- B/E: 48 / 223 , Gen_loss: -0.35464725 MI_loss: 21.650682 Detection error: 0.009890973567962646 time: 8:56:28.971825
- B/E: 49 / 223 , Gen_loss: -0.35824403 MI_loss: 21.760422 Detection error: 0.00989001989364624 time: 8:56:29.873090
- B/E: 50 / 223 , Gen_loss: -0.36026564 MI_loss: 21.83861 Detection error: 0.009897053241729736 time: 8:56:30.759533
- B/E: 51 / 223 , Gen_loss: -0.36433998 MI_loss: 22.29322 Detection error: 0.009909272193908691 time: 8:56:31.647660
- B/E: 52 / 223 , Gen_loss: -0.36745578 MI_loss: 22.197989 Detection error: 0.009900927543640137 time: 8:56:32.536029
- B/E: 53 / 223 , Gen_loss: -0.37131125 MI_loss: 22.526537 Detection error: 0.009916067123413086 time: 8:56:33.425710
- B/E: 54 / 223 , Gen_loss: -0.35901603 MI_loss: 21.778873 Detection error: 0.009920477867126465 time: 8:56:34.306794
- B/E: 55 / 223 , Gen_loss: -0.36431378 MI_loss: 22.145924 Detection error: 0.009900689125061035 time: 8:56:35.199931
- B/E: 56 / 223 , Gen_loss: -0.35417616 MI_loss: 21.484291 Detection error: 0.009888708591461182 time: 8:56:36.085800
- B/E: 57 / 223 , Gen_loss: -0.36015883 MI_loss: 21.804075 Detection error: 0.009879827499389648 time: 8:56:37.058555
- B/E: 58 / 223 , Gen_loss: -0.35326377 MI_loss: 21.392025 Detection error: 0.00987023115158081 time: 8:56:37.945238
- B/E: 59 / 223 , Gen_loss: -0.3604675 MI_loss: 21.809425 Detection error: 0.009892165660858154 time: 8:56:38.853080
- B/E: 60 / 223 , Gen_loss: -0.36615044 MI_loss: 22.258408 Detection error: 0.00988471508026123 time: 8:56:39.734075
- B/E: 61 / 223 , Gen_loss: -0.35329962 MI_loss: 21.316002 Detection error: 0.00989466905593872 time: 8:56:40.616618
- B/E: 62 / 223 , Gen_loss: -0.350453 MI_loss: 21.26369 Detection error: 0.009894371032714844 time: 8:56:41.499969
- B/E: 63 / 223 , Gen_loss: -0.36531073 MI_loss: 22.167063 Detection error: 0.009891629219055176 time: 8:56:42.385725
- B/E: 64 / 223 , Gen_loss: -0.35404128 MI_loss: 21.434942 Detection error: 0.009885549545288086 time: 8:56:43.257093
- B/E: 65 / 223 , Gen_loss: -0.3576768 MI_loss: 21.658554 Detection error: 0.009892046451568604 time: 8:56:44.112194
- B/E: 66 / 223 , Gen_loss: -0.3729349 MI_loss: 22.535955 Detection error: 0.009882926940917969 time: 8:56:44.972889
- B/E: 67 / 223 , Gen_loss: -0.36244068 MI_loss: 21.834095 Detection error: 0.009878218173980713 time: 8:56:45.748609
- B/E: 68 / 223 , Gen_loss: -0.36358637 MI_loss: 22.134167 Detection error: 0.009889960289001465 time: 8:56:46.517208
- B/E: 69 / 223 , Gen_loss: -0.3614254 MI_loss: 21.903778 Detection error: 0.009890615940093994 time: 8:56:47.349737
- B/E: 70 / 223 , Gen_loss: -0.36747718 MI_loss: 22.413258 Detection error: 0.009889960289001465 time: 8:56:48.123092
- B/E: 71 / 223 , Gen_loss: -0.35368988 MI_loss: 21.369757 Detection error: 0.009889304637908936 time: 8:56:48.942635
- B/E: 72 / 223 , Gen_loss: -0.3672575 MI_loss: 22.152401 Detection error: 0.009890437126159668 time: 8:56:49.752467
- B/E: 73 / 223 , Gen_loss: -0.3617136 MI_loss: 21.937914 Detection error: 0.009880483150482178 time: 8:56:50.638227
- B/E: 74 / 223 , Gen_loss: -0.37051275 MI_loss: 22.499622 Detection error: 0.00988084077835083 time: 8:56:51.459041
- B/E: 75 / 223 , Gen_loss: -0.35342598 MI_loss: 21.548248 Detection error: 0.009876668453216553 time: 8:56:52.349599
- B/E: 76 / 223 , Gen_loss: -0.35502836 MI_loss: 21.70747 Detection error: 0.009874165058135986 time: 8:56:53.238959
- B/E: 77 / 223 , Gen_loss: -0.36503303 MI_loss: 22.044361 Detection error: 0.00987541675567627 time: 8:56:54.124312
- B/E: 78 / 223 , Gen_loss: -0.35814703 MI_loss: 21.707146 Detection error: 0.009871423244476318 time: 8:56:55.010829
- B/E: 79 / 223 , Gen_loss: -0.3570018 MI_loss: 21.525988 Detection error: 0.00987929105758667 time: 8:56:55.918037
- B/E: 80 / 223 , Gen_loss: -0.3638364 MI_loss: 22.032505 Detection error: 0.009884238243103027 time: 8:56:56.811497
- B/E: 81 / 223 , Gen_loss: -0.3571983 MI_loss: 21.60842 Detection error: 0.009883403778076172 time: 8:56:57.696402
- B/E: 82 / 223 , Gen_loss: -0.35782465 MI_loss: 21.589357 Detection error: 0.009884059429168701 time: 8:56:58.581653
- B/E: 83 / 223 , Gen_loss: -0.3601932 MI_loss: 21.870216 Detection error: 0.009877979755401611 time: 8:56:59.484215
- B/E: 84 / 223 , Gen_loss: -0.35359085 MI_loss: 21.473354 Detection error: 0.009880900382995605 time: 8:57:00.370854
- B/E: 85 / 223 , Gen_loss: -0.35464042 MI_loss: 21.346598 Detection error: 0.009861528873443604 time: 8:57:01.254689
- B/E: 86 / 223 , Gen_loss: -0.3617296 MI_loss: 21.861336 Detection error: 0.009859561920166016 time: 8:57:02.135722
- B/E: 87 / 223 , Gen_loss: -0.3622649 MI_loss: 21.818123 Detection error: 0.009839832782745361 time: 8:57:03.022316
- B/E: 88 / 223 , Gen_loss: -0.35976058 MI_loss: 21.890509 Detection error: 0.009838461875915527 time: 8:57:03.931070
- B/E: 89 / 223 , Gen_loss: -0.3649997 MI_loss: 22.195244 Detection error: 0.009845137596130371 time: 8:57:04.924923
- B/E: 90 / 223 , Gen_loss: -0.35559994 MI_loss: 21.46916 Detection error: 0.009848535060882568 time: 8:57:05.818401
- B/E: 91 / 223 , Gen_loss: -0.35858744 MI_loss: 21.622652 Detection error: 0.009853601455688477 time: 8:57:06.702004
- B/E: 92 / 223 , Gen_loss: -0.34927166 MI_loss: 21.126186 Detection error: 0.009839355945587158 time: 8:57:07.509248
- B/E: 93 / 223 , Gen_loss: -0.3647946 MI_loss: 22.243347 Detection error: 0.009836792945861816 time: 8:57:08.337363
- B/E: 94 / 223 , Gen_loss: -0.34839645 MI_loss: 21.276068 Detection error: 0.00985097885131836 time: 8:57:09.144423
- B/E: 95 / 223 , Gen_loss: -0.36435014 MI_loss: 22.168848 Detection error: 0.009856104850769043 time: 8:57:09.966997
- B/E: 96 / 223 , Gen_loss: -0.36662734 MI_loss: 22.223152 Detection error: 0.009854674339294434 time: 8:57:10.799613
- B/E: 97 / 223 , Gen_loss: -0.36760914 MI_loss: 22.16287 Detection error: 0.009848237037658691 time: 8:57:11.701975
- B/E: 98 / 223 , Gen_loss: -0.36354953 MI_loss: 21.862709 Detection error: 0.009839951992034912 time: 8:57:12.585198
- B/E: 99 / 223 , Gen_loss: -0.37392363 MI_loss: 22.65253 Detection error: 0.009837806224822998 time: 8:57:13.469477
- B/E: 100 / 223 , Gen_loss: -0.35602087 MI_loss: 21.669779 Detection error: 0.009841561317443848 time: 8:57:14.329969
- B/E: 101 / 223 , Gen_loss: -0.3616826 MI_loss: 21.896215 Detection error: 0.009845614433288574 time: 8:57:15.167312
- B/E: 102 / 223 , Gen_loss: -0.35611665 MI_loss: 21.612793 Detection error: 0.009845554828643799 time: 8:57:16.039727
- B/E: 103 / 223 , Gen_loss: -0.36374113 MI_loss: 21.91019 Detection error: 0.00984346866607666 time: 8:57:16.926717
- B/E: 104 / 223 , Gen_loss: -0.36225617 MI_loss: 21.915825 Detection error: 0.009842872619628906 time: 8:57:17.814820
- B/E: 105 / 223 , Gen_loss: -0.3602035 MI_loss: 21.82683 Detection error: 0.009840190410614014 time: 8:57:18.783358
- B/E: 106 / 223 , Gen_loss: -0.35426867 MI_loss: 21.445189 Detection error: 0.009841978549957275 time: 8:57:19.669425
- B/E: 107 / 223 , Gen_loss: -0.36673287 MI_loss: 22.13682 Detection error: 0.009844601154327393 time: 8:57:20.558858
- B/E: 108 / 223 , Gen_loss: -0.35869682 MI_loss: 21.70174 Detection error: 0.009849190711975098 time: 8:57:21.442475
- B/E: 109 / 223 , Gen_loss: -0.36196417 MI_loss: 21.886606 Detection error: 0.009846031665802002 time: 8:57:22.327664
- B/E: 110 / 223 , Gen_loss: -0.37000155 MI_loss: 22.246521 Detection error: 0.00983363389968872 time: 8:57:23.214676
- B/E: 111 / 223 , Gen_loss: -0.36624816 MI_loss: 22.261526 Detection error: 0.00983285903930664 time: 8:57:24.098341
- B/E: 112 / 223 , Gen_loss: -0.365286 MI_loss: 22.028673 Detection error: 0.00983351469039917 time: 8:57:24.981192
- B/E: 113 / 223 , Gen_loss: -0.3615353 MI_loss: 22.013283 Detection error: 0.009837150573730469 time: 8:57:25.867506
- B/E: 114 / 223 , Gen_loss: -0.35860947 MI_loss: 21.66585 Detection error: 0.00984048843383789 time: 8:57:26.748343
- B/E: 115 / 223 , Gen_loss: -0.36907122 MI_loss: 22.212074 Detection error: 0.009834051132202148 time: 8:57:27.629714
- B/E: 116 / 223 , Gen_loss: -0.3620596 MI_loss: 22.030266 Detection error: 0.009833037853240967 time: 8:57:28.511519
- B/E: 117 / 223 , Gen_loss: -0.35609606 MI_loss: 21.611948 Detection error: 0.009834766387939453 time: 8:57:29.405910
- B/E: 118 / 223 , Gen_loss: -0.35281515 MI_loss: 21.388254 Detection error: 0.009827733039855957 time: 8:57:30.288628
- B/E: 119 / 223 , Gen_loss: -0.35866374 MI_loss: 21.871716 Detection error: 0.009822368621826172 time: 8:57:31.123848
- B/E: 120 / 223 , Gen_loss: -0.34985074 MI_loss: 21.240437 Detection error: 0.009818971157073975 time: 8:57:31.969680
- B/E: 121 / 223 , Gen_loss: -0.36146495 MI_loss: 22.026 Detection error: 0.009826600551605225 time: 8:57:32.948387
- B/E: 122 / 223 , Gen_loss: -0.3774587 MI_loss: 22.816101 Detection error: 0.00981605052947998 time: 8:57:33.893065
- B/E: 123 / 223 , Gen_loss: -0.34522945 MI_loss: 20.979864 Detection error: 0.009813785552978516 time: 8:57:34.785902
- B/E: 124 / 223 , Gen_loss: -0.3467418 MI_loss: 21.043083 Detection error: 0.009813487529754639 time: 8:57:35.724172
- B/E: 125 / 223 , Gen_loss: -0.35652545 MI_loss: 21.470331 Detection error: 0.009813964366912842 time: 8:57:36.608561
- B/E: 126 / 223 , Gen_loss: -0.3619137 MI_loss: 22.14341 Detection error: 0.009819865226745605 time: 8:57:37.489804
- B/E: 127 / 223 , Gen_loss: -0.3556207 MI_loss: 21.73746 Detection error: 0.009821295738220215 time: 8:57:38.398980
- B/E: 128 / 223 , Gen_loss: -0.3633727 MI_loss: 22.016733 Detection error: 0.00982898473739624 time: 8:57:39.285125
- B/E: 129 / 223 , Gen_loss: -0.3588352 MI_loss: 21.910631 Detection error: 0.009833872318267822 time: 8:57:40.171951
- B/E: 130 / 223 , Gen_loss: -0.35566342 MI_loss: 21.544086 Detection error: 0.009837806224822998 time: 8:57:41.053128
- B/E: 131 / 223 , Gen_loss: -0.36011246 MI_loss: 21.76397 Detection error: 0.009844481945037842 time: 8:57:41.943882
- B/E: 132 / 223 , Gen_loss: -0.36671957 MI_loss: 22.034239 Detection error: 0.009844481945037842 time: 8:57:42.830129
- B/E: 133 / 223 , Gen_loss: -0.36196262 MI_loss: 21.851833 Detection error: 0.009846091270446777 time: 8:57:43.714829
- B/E: 134 / 223 , Gen_loss: -0.35807177 MI_loss: 21.771664 Detection error: 0.009855329990386963 time: 8:57:44.598576
- B/E: 135 / 223 , Gen_loss: -0.36087835 MI_loss: 21.78872 Detection error: 0.009853601455688477 time: 8:57:45.483001
- B/E: 136 / 223 , Gen_loss: -0.36473674 MI_loss: 22.110992 Detection error: 0.0098533034324646 time: 8:57:46.365905
- B/E: 137 / 223 , Gen_loss: -0.3531535 MI_loss: 21.351397 Detection error: 0.009859621524810791 time: 8:57:47.344380
- B/E: 138 / 223 , Gen_loss: -0.36323103 MI_loss: 21.9754 Detection error: 0.009863317012786865 time: 8:57:48.227532
- B/E: 139 / 223 , Gen_loss: -0.36305478 MI_loss: 22.014189 Detection error: 0.009866952896118164 time: 8:57:49.119076
- B/E: 140 / 223 , Gen_loss: -0.35790265 MI_loss: 21.782608 Detection error: 0.00986415147781372 time: 8:57:50.026405
- B/E: 141 / 223 , Gen_loss: -0.3599274 MI_loss: 21.686077 Detection error: 0.009863555431365967 time: 8:57:50.910487
- B/E: 142 / 223 , Gen_loss: -0.36141345 MI_loss: 21.76029 Detection error: 0.009864509105682373 time: 8:57:51.796115
- B/E: 143 / 223 , Gen_loss: -0.36364245 MI_loss: 22.026804 Detection error: 0.009862005710601807 time: 8:57:52.681925
- B/E: 144 / 223 , Gen_loss: -0.3560072 MI_loss: 21.579023 Detection error: 0.009872853755950928 time: 8:57:53.569908
- B/E: 145 / 223 , Gen_loss: -0.3584588 MI_loss: 21.703526 Detection error: 0.009877383708953857 time: 8:57:54.456126
- B/E: 146 / 223 , Gen_loss: -0.35203314 MI_loss: 21.331991 Detection error: 0.00988161563873291 time: 8:57:55.338563
- B/E: 147 / 223 , Gen_loss: -0.36230734 MI_loss: 22.01657 Detection error: 0.009879648685455322 time: 8:57:56.224320
- B/E: 148 / 223 , Gen_loss: -0.36158356 MI_loss: 21.85831 Detection error: 0.00988316535949707 time: 8:57:57.027972
- B/E: 149 / 223 , Gen_loss: -0.36525124 MI_loss: 22.305119 Detection error: 0.009888768196105957 time: 8:57:57.879994
-
- Test Loss: 10.258295 Test Error: 0.01068335771560669
- -----
- EPOCH: 224
- B/E: 0 / 224 , Gen_loss: -0.35687485 MI_loss: 21.70899 Detection error: 0.010656237602233887 time: 8:57:59.810007
- B/E: 1 / 224 , Gen_loss: -0.3500225 MI_loss: 21.211847 Detection error: 0.010296881198883057 time: 8:58:31.815785
- B/E: 2 / 224 , Gen_loss: -0.36110985 MI_loss: 21.724848 Detection error: 0.009750008583068848 time: 8:58:32.835585
- B/E: 3 / 224 , Gen_loss: -0.36017165 MI_loss: 21.88189 Detection error: 0.009703099727630615 time: 8:58:33.729985
- B/E: 4 / 224 , Gen_loss: -0.36222774 MI_loss: 22.110508 Detection error: 0.009787499904632568 time: 8:58:34.619644
- B/E: 5 / 224 , Gen_loss: -0.35524955 MI_loss: 21.75445 Detection error: 0.009838521480560303 time: 8:58:35.505763
- B/E: 6 / 224 , Gen_loss: -0.36329868 MI_loss: 21.905231 Detection error: 0.009861588478088379 time: 8:58:36.387305
- B/E: 7 / 224 , Gen_loss: -0.36211258 MI_loss: 21.877434 Detection error: 0.009964823722839355 time: 8:58:37.278630
- B/E: 8 / 224 , Gen_loss: -0.3624042 MI_loss: 21.960667 Detection error: 0.00989234447479248 time: 8:58:38.163694
- B/E: 9 / 224 , Gen_loss: -0.3725304 MI_loss: 22.588938 Detection error: 0.009840607643127441 time: 8:58:39.049689
- B/E: 10 / 224 , Gen_loss: -0.3630084 MI_loss: 22.024971 Detection error: 0.00985795259475708 time: 8:58:39.935383
- B/E: 11 / 224 , Gen_loss: -0.35868606 MI_loss: 21.747719 Detection error: 0.009856760501861572 time: 8:58:40.823994
- B/E: 12 / 224 , Gen_loss: -0.36504224 MI_loss: 22.086933 Detection error: 0.00994950532913208 time: 8:58:41.709425
- B/E: 13 / 224 , Gen_loss: -0.36263406 MI_loss: 22.181536 Detection error: 0.009933054447174072 time: 8:58:42.592933
- B/E: 14 / 224 , Gen_loss: -0.36683092 MI_loss: 22.278797 Detection error: 0.009941637516021729 time: 8:58:43.477656
- B/E: 15 / 224 , Gen_loss: -0.35482392 MI_loss: 21.486717 Detection error: 0.00992971658706665 time: 8:58:44.364224
- B/E: 16 / 224 , Gen_loss: -0.3656068 MI_loss: 22.030344 Detection error: 0.009913623332977295 time: 8:58:45.248592
- B/E: 17 / 224 , Gen_loss: -0.35917953 MI_loss: 21.728176 Detection error: 0.009890615940093994 time: 8:58:46.134669
- B/E: 18 / 224 , Gen_loss: -0.36176986 MI_loss: 21.936003 Detection error: 0.009851992130279541 time: 8:58:47.092878
- B/E: 19 / 224 , Gen_loss: -0.35771966 MI_loss: 21.784044 Detection error: 0.00985783338546753 time: 8:58:47.982290
- B/E: 20 / 224 , Gen_loss: -0.36209482 MI_loss: 21.946867 Detection error: 0.009857118129730225 time: 8:58:48.873166
- B/E: 21 / 224 , Gen_loss: -0.3606388 MI_loss: 21.809534 Detection error: 0.009866476058959961 time: 8:58:49.757682
- B/E: 22 / 224 , Gen_loss: -0.35855606 MI_loss: 21.627127 Detection error: 0.009862780570983887 time: 8:58:50.639913
- B/E: 23 / 224 , Gen_loss: -0.35152787 MI_loss: 21.122879 Detection error: 0.009839832782745361 time: 8:58:51.539880
- B/E: 24 / 224 , Gen_loss: -0.3615355 MI_loss: 22.026337 Detection error: 0.009856224060058594 time: 8:58:52.448696
- B/E: 25 / 224 , Gen_loss: -0.36277208 MI_loss: 21.87069 Detection error: 0.009868979454040527 time: 8:58:53.333975
- B/E: 26 / 224 , Gen_loss: -0.35584176 MI_loss: 21.598461 Detection error: 0.009910881519317627 time: 8:58:54.223579
- B/E: 27 / 224 , Gen_loss: -0.36607683 MI_loss: 22.303291 Detection error: 0.009915173053741455 time: 8:58:55.128571
- B/E: 28 / 224 , Gen_loss: -0.36060044 MI_loss: 21.859825 Detection error: 0.009925663471221924 time: 8:58:56.012130
- B/E: 29 / 224 , Gen_loss: -0.35622638 MI_loss: 21.759005 Detection error: 0.00993436574935913 time: 8:58:56.892237
- B/E: 30 / 224 , Gen_loss: -0.3602303 MI_loss: 21.846413 Detection error: 0.009909272193908691 time: 8:58:57.778693
- B/E: 31 / 224 , Gen_loss: -0.36181128 MI_loss: 21.900808 Detection error: 0.009896457195281982 time: 8:58:58.788714
- B/E: 32 / 224 , Gen_loss: -0.3612283 MI_loss: 21.882727 Detection error: 0.009897708892822266 time: 8:58:59.676361
- B/E: 33 / 224 , Gen_loss: -0.35540554 MI_loss: 21.367588 Detection error: 0.00986027717590332 time: 8:59:00.559227
- B/E: 34 / 224 , Gen_loss: -0.35300666 MI_loss: 21.393955 Detection error: 0.009869635105133057 time: 8:59:01.364522
- B/E: 35 / 224 , Gen_loss: -0.35644832 MI_loss: 21.652924 Detection error: 0.00985938310623169 time: 8:59:02.190065
- B/E: 36 / 224 , Gen_loss: -0.36190343 MI_loss: 21.890724 Detection error: 0.009854733943939209 time: 8:59:03.086034
- B/E: 37 / 224 , Gen_loss: -0.35636535 MI_loss: 21.607538 Detection error: 0.00985938310623169 time: 8:59:03.984128
- B/E: 38 / 224 , Gen_loss: -0.35844263 MI_loss: 21.72832 Detection error: 0.009877383708953857 time: 8:59:04.873845
- B/E: 39 / 224 , Gen_loss: -0.36071002 MI_loss: 21.675459 Detection error: 0.009855449199676514 time: 8:59:05.699203
- B/E: 40 / 224 , Gen_loss: -0.35724917 MI_loss: 21.68907 Detection error: 0.009851396083831787 time: 8:59:06.571009
- B/E: 41 / 224 , Gen_loss: -0.35383126 MI_loss: 21.51485 Detection error: 0.009849727153778076 time: 8:59:07.459318
- B/E: 42 / 224 , Gen_loss: -0.35804537 MI_loss: 21.728863 Detection error: 0.009854674339294434 time: 8:59:08.342362
- B/E: 43 / 224 , Gen_loss: -0.35872808 MI_loss: 21.799234 Detection error: 0.009843766689300537 time: 8:59:09.229241
- B/E: 44 / 224 , Gen_loss: -0.35903645 MI_loss: 21.823792 Detection error: 0.009850025177001953 time: 8:59:10.123892
- B/E: 45 / 224 , Gen_loss: -0.35813698 MI_loss: 21.75492 Detection error: 0.009866178035736084 time: 8:59:11.008731
- B/E: 46 / 224 , Gen_loss: -0.35718143 MI_loss: 21.545609 Detection error: 0.009886980056762695 time: 8:59:11.894544
- B/E: 47 / 224 , Gen_loss: -0.36303467 MI_loss: 22.120375 Detection error: 0.009882807731628418 time: 8:59:12.781116
- B/E: 48 / 224 , Gen_loss: -0.36644143 MI_loss: 22.122845 Detection error: 0.009892880916595459 time: 8:59:13.752132
- B/E: 49 / 224 , Gen_loss: -0.362689 MI_loss: 21.963646 Detection error: 0.00990062952041626 time: 8:59:14.587242
- B/E: 50 / 224 , Gen_loss: -0.35620943 MI_loss: 21.73721 Detection error: 0.009905040264129639 time: 8:59:15.359663
- B/E: 51 / 224 , Gen_loss: -0.35047895 MI_loss: 21.376535 Detection error: 0.009914636611938477 time: 8:59:16.234811
- B/E: 52 / 224 , Gen_loss: -0.36535108 MI_loss: 22.054176 Detection error: 0.009903907775878906 time: 8:59:17.123370
- B/E: 53 / 224 , Gen_loss: -0.36334687 MI_loss: 21.980097 Detection error: 0.00991898775100708 time: 8:59:18.007145
- B/E: 54 / 224 , Gen_loss: -0.35914013 MI_loss: 21.859793 Detection error: 0.009925007820129395 time: 8:59:18.898780
- B/E: 55 / 224 , Gen_loss: -0.3593234 MI_loss: 21.812817 Detection error: 0.009907364845275879 time: 8:59:19.786665
- B/E: 56 / 224 , Gen_loss: -0.36422673 MI_loss: 21.976555 Detection error: 0.009890377521514893 time: 8:59:20.673286
- B/E: 57 / 224 , Gen_loss: -0.3582566 MI_loss: 21.647533 Detection error: 0.009894371032714844 time: 8:59:21.557722
- B/E: 58 / 224 , Gen_loss: -0.34594247 MI_loss: 20.909847 Detection error: 0.00987553596496582 time: 8:59:22.446998
- B/E: 59 / 224 , Gen_loss: -0.3618401 MI_loss: 21.94602 Detection error: 0.009908854961395264 time: 8:59:23.333580
- B/E: 60 / 224 , Gen_loss: -0.3597038 MI_loss: 21.655842 Detection error: 0.0098990797996521 time: 8:59:24.217271
- B/E: 61 / 224 , Gen_loss: -0.35979885 MI_loss: 21.852236 Detection error: 0.009900212287902832 time: 8:59:25.110775
- B/E: 62 / 224 , Gen_loss: -0.357715 MI_loss: 21.635674 Detection error: 0.009904742240905762 time: 8:59:25.999132
- B/E: 63 / 224 , Gen_loss: -0.3646402 MI_loss: 22.134811 Detection error: 0.009900867938995361 time: 8:59:26.960279
- B/E: 64 / 224 , Gen_loss: -0.35696828 MI_loss: 21.658401 Detection error: 0.009896636009216309 time: 8:59:27.849716
- B/E: 65 / 224 , Gen_loss: -0.36017165 MI_loss: 21.8555 Detection error: 0.009901046752929688 time: 8:59:28.744632
- B/E: 66 / 224 , Gen_loss: -0.36072943 MI_loss: 21.790997 Detection error: 0.009903907775878906 time: 8:59:29.630546
- B/E: 67 / 224 , Gen_loss: -0.3632182 MI_loss: 21.852722 Detection error: 0.009896159172058105 time: 8:59:30.517172
- B/E: 68 / 224 , Gen_loss: -0.35713556 MI_loss: 21.736168 Detection error: 0.009895384311676025 time: 8:59:31.436134
- B/E: 69 / 224 , Gen_loss: -0.36097214 MI_loss: 21.769148 Detection error: 0.009898185729980469 time: 8:59:32.325324
- B/E: 70 / 224 , Gen_loss: -0.3631469 MI_loss: 22.100792 Detection error: 0.009899675846099854 time: 8:59:33.216012
- B/E: 71 / 224 , Gen_loss: -0.3517577 MI_loss: 21.327692 Detection error: 0.009901046752929688 time: 8:59:34.120298
- B/E: 72 / 224 , Gen_loss: -0.3544347 MI_loss: 21.570673 Detection error: 0.009894251823425293 time: 8:59:35.009093
- B/E: 73 / 224 , Gen_loss: -0.3665404 MI_loss: 22.377892 Detection error: 0.009888529777526855 time: 8:59:35.899285
- B/E: 74 / 224 , Gen_loss: -0.36745998 MI_loss: 22.339128 Detection error: 0.00989377498626709 time: 8:59:36.784096
- B/E: 75 / 224 , Gen_loss: -0.36431745 MI_loss: 22.06418 Detection error: 0.009883224964141846 time: 8:59:37.669010
- B/E: 76 / 224 , Gen_loss: -0.35485992 MI_loss: 21.498564 Detection error: 0.009888827800750732 time: 8:59:38.552795
- B/E: 77 / 224 , Gen_loss: -0.35069567 MI_loss: 21.341257 Detection error: 0.009890615940093994 time: 8:59:39.441747
- B/E: 78 / 224 , Gen_loss: -0.35373273 MI_loss: 21.411098 Detection error: 0.009876608848571777 time: 8:59:40.330945
- B/E: 79 / 224 , Gen_loss: -0.36610055 MI_loss: 22.013521 Detection error: 0.009885966777801514 time: 8:59:41.308376
- B/E: 80 / 224 , Gen_loss: -0.36453298 MI_loss: 22.027256 Detection error: 0.009897351264953613 time: 8:59:42.188866
- B/E: 81 / 224 , Gen_loss: -0.3688973 MI_loss: 22.260983 Detection error: 0.009894073009490967 time: 8:59:43.074672
- B/E: 82 / 224 , Gen_loss: -0.3629118 MI_loss: 22.077581 Detection error: 0.009886324405670166 time: 8:59:43.964270
- B/E: 83 / 224 , Gen_loss: -0.36066964 MI_loss: 21.916927 Detection error: 0.009891390800476074 time: 8:59:44.846541
- B/E: 84 / 224 , Gen_loss: -0.3534663 MI_loss: 21.412935 Detection error: 0.0098915696144104 time: 8:59:45.731510
- B/E: 85 / 224 , Gen_loss: -0.36330235 MI_loss: 21.835136 Detection error: 0.009866297245025635 time: 8:59:46.620548
- B/E: 86 / 224 , Gen_loss: -0.35789257 MI_loss: 21.648888 Detection error: 0.0098685622215271 time: 8:59:47.503166
- B/E: 87 / 224 , Gen_loss: -0.35919085 MI_loss: 21.80784 Detection error: 0.009853720664978027 time: 8:59:48.383004
- B/E: 88 / 224 , Gen_loss: -0.36229673 MI_loss: 21.923328 Detection error: 0.009843766689300537 time: 8:59:49.278285
- B/E: 89 / 224 , Gen_loss: -0.36931527 MI_loss: 22.436071 Detection error: 0.009849309921264648 time: 8:59:50.166865
- B/E: 90 / 224 , Gen_loss: -0.36105728 MI_loss: 21.983725 Detection error: 0.009853720664978027 time: 8:59:51.065384
- B/E: 91 / 224 , Gen_loss: -0.3445254 MI_loss: 21.044758 Detection error: 0.009852588176727295 time: 8:59:51.946223
- B/E: 92 / 224 , Gen_loss: -0.35416123 MI_loss: 21.263199 Detection error: 0.009845435619354248 time: 8:59:52.832631
- B/E: 93 / 224 , Gen_loss: -0.36585814 MI_loss: 22.369131 Detection error: 0.009845733642578125 time: 8:59:53.717814
- B/E: 94 / 224 , Gen_loss: -0.36420962 MI_loss: 22.062614 Detection error: 0.00986182689666748 time: 8:59:54.585605
- B/E: 95 / 224 , Gen_loss: -0.36342832 MI_loss: 21.942322 Detection error: 0.009861648082733154 time: 8:59:55.457131
- B/E: 96 / 224 , Gen_loss: -0.36430487 MI_loss: 21.963829 Detection error: 0.00986337661743164 time: 8:59:56.247883
- B/E: 97 / 224 , Gen_loss: -0.35820314 MI_loss: 21.622059 Detection error: 0.009854614734649658 time: 8:59:57.022178
- B/E: 98 / 224 , Gen_loss: -0.3664635 MI_loss: 22.188072 Detection error: 0.00984501838684082 time: 8:59:57.793879
- B/E: 99 / 224 , Gen_loss: -0.35366437 MI_loss: 21.373728 Detection error: 0.009844064712524414 time: 8:59:58.595131
- B/E: 100 / 224 , Gen_loss: -0.36406156 MI_loss: 22.068344 Detection error: 0.009845316410064697 time: 8:59:59.368077
- B/E: 101 / 224 , Gen_loss: -0.36108086 MI_loss: 21.850346 Detection error: 0.009851694107055664 time: 9:00:00.141572
- B/E: 102 / 224 , Gen_loss: -0.3607962 MI_loss: 22.05242 Detection error: 0.009851634502410889 time: 9:00:01.043152
- B/E: 103 / 224 , Gen_loss: -0.37086773 MI_loss: 22.47842 Detection error: 0.009849131107330322 time: 9:00:01.927016
- B/E: 104 / 224 , Gen_loss: -0.35679698 MI_loss: 21.676186 Detection error: 0.009850919246673584 time: 9:00:02.814808
- B/E: 105 / 224 , Gen_loss: -0.36327884 MI_loss: 22.06416 Detection error: 0.009846091270446777 time: 9:00:03.704199
- B/E: 106 / 224 , Gen_loss: -0.3583148 MI_loss: 21.658989 Detection error: 0.009846985340118408 time: 9:00:04.592049
- B/E: 107 / 224 , Gen_loss: -0.35181633 MI_loss: 21.472305 Detection error: 0.00985187292098999 time: 9:00:05.476458
- B/E: 108 / 224 , Gen_loss: -0.35817477 MI_loss: 21.704994 Detection error: 0.009854614734649658 time: 9:00:06.363236
- B/E: 109 / 224 , Gen_loss: -0.3697306 MI_loss: 22.384449 Detection error: 0.009849727153778076 time: 9:00:07.242964
- B/E: 110 / 224 , Gen_loss: -0.34700048 MI_loss: 20.84036 Detection error: 0.009839534759521484 time: 9:00:08.107478
- B/E: 111 / 224 , Gen_loss: -0.36019337 MI_loss: 21.818916 Detection error: 0.009839296340942383 time: 9:00:09.067197
- B/E: 112 / 224 , Gen_loss: -0.3548527 MI_loss: 21.420498 Detection error: 0.00984126329421997 time: 9:00:09.953646
- B/E: 113 / 224 , Gen_loss: -0.3481024 MI_loss: 21.090397 Detection error: 0.009847879409790039 time: 9:00:10.871467
- B/E: 114 / 224 , Gen_loss: -0.35601628 MI_loss: 21.559393 Detection error: 0.0098494291305542 time: 9:00:11.753198
- B/E: 115 / 224 , Gen_loss: -0.35932842 MI_loss: 21.699654 Detection error: 0.009844839572906494 time: 9:00:12.637467
- B/E: 116 / 224 , Gen_loss: -0.36276406 MI_loss: 22.098164 Detection error: 0.009843230247497559 time: 9:00:13.543121
- B/E: 117 / 224 , Gen_loss: -0.36204505 MI_loss: 22.005907 Detection error: 0.009841620922088623 time: 9:00:14.433814
- B/E: 118 / 224 , Gen_loss: -0.35985634 MI_loss: 21.672104 Detection error: 0.009834825992584229 time: 9:00:15.328790
- B/E: 119 / 224 , Gen_loss: -0.36885965 MI_loss: 22.31019 Detection error: 0.009830474853515625 time: 9:00:16.222630
- B/E: 120 / 224 , Gen_loss: -0.36408007 MI_loss: 22.260445 Detection error: 0.009830594062805176 time: 9:00:17.115156
- B/E: 121 / 224 , Gen_loss: -0.35891232 MI_loss: 21.65649 Detection error: 0.00983506441116333 time: 9:00:17.976216
- B/E: 122 / 224 , Gen_loss: -0.36714706 MI_loss: 22.060091 Detection error: 0.009826242923736572 time: 9:00:18.870130
- B/E: 123 / 224 , Gen_loss: -0.35967803 MI_loss: 21.785084 Detection error: 0.009823322296142578 time: 9:00:19.759560
- B/E: 124 / 224 , Gen_loss: -0.35917526 MI_loss: 21.70743 Detection error: 0.009826481342315674 time: 9:00:20.587199
- B/E: 125 / 224 , Gen_loss: -0.372374 MI_loss: 22.412851 Detection error: 0.009821951389312744 time: 9:00:21.457464
- B/E: 126 / 224 , Gen_loss: -0.3611993 MI_loss: 22.15188 Detection error: 0.00983339548110962 time: 9:00:22.344893
- B/E: 127 / 224 , Gen_loss: -0.36073548 MI_loss: 21.932528 Detection error: 0.009834468364715576 time: 9:00:23.333891
- B/E: 128 / 224 , Gen_loss: -0.36231557 MI_loss: 22.082792 Detection error: 0.009839892387390137 time: 9:00:24.222555
- B/E: 129 / 224 , Gen_loss: -0.3609446 MI_loss: 21.949535 Detection error: 0.00984179973602295 time: 9:00:25.132940
- B/E: 130 / 224 , Gen_loss: -0.36240116 MI_loss: 21.984558 Detection error: 0.009849727153778076 time: 9:00:26.020516
- B/E: 131 / 224 , Gen_loss: -0.35205576 MI_loss: 21.383623 Detection error: 0.009855806827545166 time: 9:00:26.903976
- B/E: 132 / 224 , Gen_loss: -0.35711712 MI_loss: 21.537926 Detection error: 0.009850561618804932 time: 9:00:27.789179
- B/E: 133 / 224 , Gen_loss: -0.36758694 MI_loss: 22.36131 Detection error: 0.009856581687927246 time: 9:00:28.678924
- B/E: 134 / 224 , Gen_loss: -0.3609226 MI_loss: 21.993391 Detection error: 0.00986015796661377 time: 9:00:29.562456
- B/E: 135 / 224 , Gen_loss: -0.357071 MI_loss: 21.646673 Detection error: 0.009859144687652588 time: 9:00:30.454117
- B/E: 136 / 224 , Gen_loss: -0.35553446 MI_loss: 21.4765 Detection error: 0.009863793849945068 time: 9:00:31.343076
- B/E: 137 / 224 , Gen_loss: -0.36217108 MI_loss: 21.966515 Detection error: 0.009867310523986816 time: 9:00:32.230291
- B/E: 138 / 224 , Gen_loss: -0.36965322 MI_loss: 22.407402 Detection error: 0.009870290756225586 time: 9:00:33.115378
- B/E: 139 / 224 , Gen_loss: -0.36587256 MI_loss: 22.267572 Detection error: 0.00987541675567627 time: 9:00:34.001504
- B/E: 140 / 224 , Gen_loss: -0.35216442 MI_loss: 21.474775 Detection error: 0.009875893592834473 time: 9:00:34.890867
- B/E: 141 / 224 , Gen_loss: -0.36659148 MI_loss: 22.155474 Detection error: 0.00987321138381958 time: 9:00:35.773849
- B/E: 142 / 224 , Gen_loss: -0.36222753 MI_loss: 21.839718 Detection error: 0.009871482849121094 time: 9:00:36.610083
- B/E: 143 / 224 , Gen_loss: -0.37419435 MI_loss: 22.693106 Detection error: 0.009872853755950928 time: 9:00:37.598449
- B/E: 144 / 224 , Gen_loss: -0.3516618 MI_loss: 21.367304 Detection error: 0.009881258010864258 time: 9:00:38.485123
- B/E: 145 / 224 , Gen_loss: -0.35693482 MI_loss: 21.705948 Detection error: 0.009884834289550781 time: 9:00:39.316381
- B/E: 146 / 224 , Gen_loss: -0.36074394 MI_loss: 21.931442 Detection error: 0.009887337684631348 time: 9:00:40.130431
- B/E: 147 / 224 , Gen_loss: -0.367122 MI_loss: 22.224352 Detection error: 0.009885966777801514 time: 9:00:40.948734
- B/E: 148 / 224 , Gen_loss: -0.36180806 MI_loss: 21.936104 Detection error: 0.009890913963317871 time: 9:00:41.719608
- B/E: 149 / 224 , Gen_loss: -0.3607882 MI_loss: 21.94506 Detection error: 0.009897470474243164 time: 9:00:42.492860
-
- Test Loss: 10.266644 Test Error: 0.010708332061767578
- -----
- EPOCH: 225
- B/E: 0 / 225 , Gen_loss: -0.3548922 MI_loss: 21.504847 Detection error: 0.010531246662139893 time: 9:00:44.335119
- B/E: 1 / 225 , Gen_loss: -0.34610167 MI_loss: 21.097736 Detection error: 0.01015627384185791 time: 9:01:17.288218
- B/E: 2 / 225 , Gen_loss: -0.36062798 MI_loss: 21.808805 Detection error: 0.009854137897491455 time: 9:01:18.099510
- B/E: 3 / 225 , Gen_loss: -0.3595518 MI_loss: 21.750664 Detection error: 0.009718775749206543 time: 9:01:19.001035
- B/E: 4 / 225 , Gen_loss: -0.35667396 MI_loss: 21.457375 Detection error: 0.009718775749206543 time: 9:01:19.890431
- B/E: 5 / 225 , Gen_loss: -0.35094333 MI_loss: 21.280363 Detection error: 0.009796857833862305 time: 9:01:20.883409
- B/E: 6 / 225 , Gen_loss: -0.3614252 MI_loss: 21.949066 Detection error: 0.009870529174804688 time: 9:01:21.830950
- B/E: 7 / 225 , Gen_loss: -0.34954244 MI_loss: 21.302063 Detection error: 0.009925782680511475 time: 9:01:22.714982
- B/E: 8 / 225 , Gen_loss: -0.34646642 MI_loss: 21.008924 Detection error: 0.009812474250793457 time: 9:01:23.599691
- B/E: 9 / 225 , Gen_loss: -0.36130524 MI_loss: 21.862455 Detection error: 0.009815633296966553 time: 9:01:24.484286
- B/E: 10 / 225 , Gen_loss: -0.35655865 MI_loss: 21.590225 Detection error: 0.00985795259475708 time: 9:01:25.366436
- B/E: 11 / 225 , Gen_loss: -0.35369292 MI_loss: 21.392435 Detection error: 0.009874999523162842 time: 9:01:26.248166
- B/E: 12 / 225 , Gen_loss: -0.35624975 MI_loss: 21.47125 Detection error: 0.009930312633514404 time: 9:01:27.159532
- B/E: 13 / 225 , Gen_loss: -0.3564975 MI_loss: 21.555801 Detection error: 0.00991964340209961 time: 9:01:28.040267
- B/E: 14 / 225 , Gen_loss: -0.35176083 MI_loss: 21.23368 Detection error: 0.009918749332427979 time: 9:01:28.924123
- B/E: 15 / 225 , Gen_loss: -0.36555946 MI_loss: 22.126244 Detection error: 0.00991213321685791 time: 9:01:29.826344
- B/E: 16 / 225 , Gen_loss: -0.353007 MI_loss: 21.225616 Detection error: 0.00990074872970581 time: 9:01:30.708169
- B/E: 17 / 225 , Gen_loss: -0.3589529 MI_loss: 21.690367 Detection error: 0.009901046752929688 time: 9:01:31.588935
- B/E: 18 / 225 , Gen_loss: -0.35993487 MI_loss: 21.853142 Detection error: 0.009848713874816895 time: 9:01:32.473467
- B/E: 19 / 225 , Gen_loss: -0.35293713 MI_loss: 21.558426 Detection error: 0.009856224060058594 time: 9:01:33.361501
- B/E: 20 / 225 , Gen_loss: -0.35780087 MI_loss: 21.719402 Detection error: 0.009861588478088379 time: 9:01:34.355563
- B/E: 21 / 225 , Gen_loss: -0.36290303 MI_loss: 21.948465 Detection error: 0.00985938310623169 time: 9:01:35.235997
- B/E: 22 / 225 , Gen_loss: -0.37236083 MI_loss: 22.458635 Detection error: 0.009839653968811035 time: 9:01:36.127536
- B/E: 23 / 225 , Gen_loss: -0.36615366 MI_loss: 22.069021 Detection error: 0.009828150272369385 time: 9:01:37.014307
- B/E: 24 / 225 , Gen_loss: -0.36039636 MI_loss: 21.862513 Detection error: 0.00985497236251831 time: 9:01:37.894866
- B/E: 25 / 225 , Gen_loss: -0.34841675 MI_loss: 21.027033 Detection error: 0.009854555130004883 time: 9:01:38.779475
- B/E: 26 / 225 , Gen_loss: -0.3662768 MI_loss: 22.312275 Detection error: 0.009909749031066895 time: 9:01:39.666899
- B/E: 27 / 225 , Gen_loss: -0.36816767 MI_loss: 22.483582 Detection error: 0.009915173053741455 time: 9:01:40.549513
- B/E: 28 / 225 , Gen_loss: -0.36501577 MI_loss: 22.107973 Detection error: 0.00992131233215332 time: 9:01:41.438681
- B/E: 29 / 225 , Gen_loss: -0.36024082 MI_loss: 21.832657 Detection error: 0.009947896003723145 time: 9:01:42.326171
- B/E: 30 / 225 , Gen_loss: -0.3669364 MI_loss: 22.329014 Detection error: 0.009909272193908691 time: 9:01:43.214633
- B/E: 31 / 225 , Gen_loss: -0.37105748 MI_loss: 22.470797 Detection error: 0.009890615940093994 time: 9:01:44.101227
- B/E: 32 / 225 , Gen_loss: -0.3533357 MI_loss: 21.312677 Detection error: 0.009897708892822266 time: 9:01:44.998908
- B/E: 33 / 225 , Gen_loss: -0.35699922 MI_loss: 21.622633 Detection error: 0.009870409965515137 time: 9:01:45.889619
- B/E: 34 / 225 , Gen_loss: -0.3620683 MI_loss: 22.102463 Detection error: 0.009859800338745117 time: 9:01:46.775549
- B/E: 35 / 225 , Gen_loss: -0.36207038 MI_loss: 22.007677 Detection error: 0.009855031967163086 time: 9:01:47.616625
- B/E: 36 / 225 , Gen_loss: -0.37186986 MI_loss: 22.420004 Detection error: 0.009850502014160156 time: 9:01:48.544836
- B/E: 37 / 225 , Gen_loss: -0.34861255 MI_loss: 21.046652 Detection error: 0.00985032320022583 time: 9:01:49.373077
- B/E: 38 / 225 , Gen_loss: -0.35563582 MI_loss: 21.515709 Detection error: 0.009874999523162842 time: 9:01:50.222142
- B/E: 39 / 225 , Gen_loss: -0.3558718 MI_loss: 21.404364 Detection error: 0.009850025177001953 time: 9:01:51.054979
- B/E: 40 / 225 , Gen_loss: -0.35289016 MI_loss: 21.360361 Detection error: 0.009847581386566162 time: 9:01:51.827282
- B/E: 41 / 225 , Gen_loss: -0.36789683 MI_loss: 22.320126 Detection error: 0.009851217269897461 time: 9:01:52.627078
- B/E: 42 / 225 , Gen_loss: -0.3608126 MI_loss: 21.725441 Detection error: 0.009840846061706543 time: 9:01:53.401231
- B/E: 43 / 225 , Gen_loss: -0.3707631 MI_loss: 22.37541 Detection error: 0.009836673736572266 time: 9:01:54.269436
- B/E: 44 / 225 , Gen_loss: -0.35773754 MI_loss: 21.6748 Detection error: 0.009840965270996094 time: 9:01:55.154763
- B/E: 45 / 225 , Gen_loss: -0.3628454 MI_loss: 22.010536 Detection error: 0.009857356548309326 time: 9:01:56.042011
- B/E: 46 / 225 , Gen_loss: -0.3581519 MI_loss: 21.815773 Detection error: 0.009873032569885254 time: 9:01:56.894980
- B/E: 47 / 225 , Gen_loss: -0.36099502 MI_loss: 21.799221 Detection error: 0.009868502616882324 time: 9:01:57.670910
- B/E: 48 / 225 , Gen_loss: -0.35194638 MI_loss: 21.215641 Detection error: 0.009880125522613525 time: 9:01:58.476465
- B/E: 49 / 225 , Gen_loss: -0.36351433 MI_loss: 22.105373 Detection error: 0.00989377498626709 time: 9:01:59.291432
- B/E: 50 / 225 , Gen_loss: -0.36484295 MI_loss: 22.105247 Detection error: 0.0098915696144104 time: 9:02:00.223745
- B/E: 51 / 225 , Gen_loss: -0.36051187 MI_loss: 22.044962 Detection error: 0.009900867938995361 time: 9:02:01.100572
- B/E: 52 / 225 , Gen_loss: -0.36145303 MI_loss: 21.857058 Detection error: 0.009898006916046143 time: 9:02:01.952910
- B/E: 53 / 225 , Gen_loss: -0.36673388 MI_loss: 22.14122 Detection error: 0.00991147756576538 time: 9:02:02.729247
- B/E: 54 / 225 , Gen_loss: -0.35091987 MI_loss: 21.162586 Detection error: 0.009910821914672852 time: 9:02:03.509771
- B/E: 55 / 225 , Gen_loss: -0.35395855 MI_loss: 21.37799 Detection error: 0.00989675521850586 time: 9:02:04.288592
- B/E: 56 / 225 , Gen_loss: -0.3523355 MI_loss: 21.334297 Detection error: 0.009880483150482178 time: 9:02:05.122471
- B/E: 57 / 225 , Gen_loss: -0.3701228 MI_loss: 22.42968 Detection error: 0.009885251522064209 time: 9:02:05.913931
- B/E: 58 / 225 , Gen_loss: -0.36326155 MI_loss: 22.015926 Detection error: 0.009871840476989746 time: 9:02:06.849919
- B/E: 59 / 225 , Gen_loss: -0.36283264 MI_loss: 21.96402 Detection error: 0.009887993335723877 time: 9:02:07.735800
- B/E: 60 / 225 , Gen_loss: -0.35999927 MI_loss: 21.75584 Detection error: 0.009877562522888184 time: 9:02:08.622392
- B/E: 61 / 225 , Gen_loss: -0.35190868 MI_loss: 21.417133 Detection error: 0.009882569313049316 time: 9:02:09.534794
- B/E: 62 / 225 , Gen_loss: -0.35120797 MI_loss: 21.165386 Detection error: 0.009888410568237305 time: 9:02:10.422069
- B/E: 63 / 225 , Gen_loss: -0.3638611 MI_loss: 22.013325 Detection error: 0.009886741638183594 time: 9:02:11.305333
- B/E: 64 / 225 , Gen_loss: -0.3547269 MI_loss: 21.420837 Detection error: 0.009879350662231445 time: 9:02:12.187962
- B/E: 65 / 225 , Gen_loss: -0.3657981 MI_loss: 22.298557 Detection error: 0.009883999824523926 time: 9:02:13.080119
- B/E: 66 / 225 , Gen_loss: -0.35886437 MI_loss: 21.919994 Detection error: 0.009880125522613525 time: 9:02:13.967339
- B/E: 67 / 225 , Gen_loss: -0.364758 MI_loss: 21.954128 Detection error: 0.009873628616333008 time: 9:02:14.845497
- B/E: 68 / 225 , Gen_loss: -0.35850394 MI_loss: 21.807652 Detection error: 0.009875893592834473 time: 9:02:15.824764
- B/E: 69 / 225 , Gen_loss: -0.35559338 MI_loss: 21.563187 Detection error: 0.009883463382720947 time: 9:02:16.680472
- B/E: 70 / 225 , Gen_loss: -0.3558518 MI_loss: 21.587605 Detection error: 0.00988072156906128 time: 9:02:17.548881
- B/E: 71 / 225 , Gen_loss: -0.35517702 MI_loss: 21.559189 Detection error: 0.009887158870697021 time: 9:02:18.434432
- B/E: 72 / 225 , Gen_loss: -0.36041826 MI_loss: 21.874176 Detection error: 0.009880542755126953 time: 9:02:19.322986
- B/E: 73 / 225 , Gen_loss: -0.35929945 MI_loss: 21.789827 Detection error: 0.009879231452941895 time: 9:02:20.207080
- B/E: 74 / 225 , Gen_loss: -0.3551541 MI_loss: 21.688463 Detection error: 0.009876668453216553 time: 9:02:21.091805
- B/E: 75 / 225 , Gen_loss: -0.35281864 MI_loss: 21.401894 Detection error: 0.009869635105133057 time: 9:02:21.984363
- B/E: 76 / 225 , Gen_loss: -0.3541512 MI_loss: 21.563242 Detection error: 0.009877026081085205 time: 9:02:22.872260
- B/E: 77 / 225 , Gen_loss: -0.36115417 MI_loss: 21.717648 Detection error: 0.009869813919067383 time: 9:02:23.758380
- B/E: 78 / 225 , Gen_loss: -0.36536473 MI_loss: 21.959015 Detection error: 0.00986945629119873 time: 9:02:24.648042
- B/E: 79 / 225 , Gen_loss: -0.36333564 MI_loss: 22.054766 Detection error: 0.00987774133682251 time: 9:02:25.532199
- B/E: 80 / 225 , Gen_loss: -0.3499549 MI_loss: 21.072235 Detection error: 0.009883463382720947 time: 9:02:26.416585
- B/E: 81 / 225 , Gen_loss: -0.3620928 MI_loss: 21.894314 Detection error: 0.009879589080810547 time: 9:02:27.301939
- B/E: 82 / 225 , Gen_loss: -0.36923563 MI_loss: 22.186594 Detection error: 0.009877622127532959 time: 9:02:28.192655
- B/E: 83 / 225 , Gen_loss: -0.355858 MI_loss: 21.72078 Detection error: 0.009883582592010498 time: 9:02:29.076246
- B/E: 84 / 225 , Gen_loss: -0.34387717 MI_loss: 20.873476 Detection error: 0.00987464189529419 time: 9:02:30.047540
- B/E: 85 / 225 , Gen_loss: -0.36643595 MI_loss: 22.07999 Detection error: 0.009856462478637695 time: 9:02:30.939053
- B/E: 86 / 225 , Gen_loss: -0.35714266 MI_loss: 21.56765 Detection error: 0.00985562801361084 time: 9:02:31.820944
- B/E: 87 / 225 , Gen_loss: -0.35804456 MI_loss: 21.746954 Detection error: 0.009842336177825928 time: 9:02:32.710643
- B/E: 88 / 225 , Gen_loss: -0.35917935 MI_loss: 21.607586 Detection error: 0.009830057621002197 time: 9:02:33.604154
- B/E: 89 / 225 , Gen_loss: -0.35069507 MI_loss: 21.374363 Detection error: 0.009844779968261719 time: 9:02:34.493249
- B/E: 90 / 225 , Gen_loss: -0.3648522 MI_loss: 22.07663 Detection error: 0.009841322898864746 time: 9:02:35.379159
- B/E: 91 / 225 , Gen_loss: -0.3600478 MI_loss: 21.904137 Detection error: 0.00985020399093628 time: 9:02:36.272176
- B/E: 92 / 225 , Gen_loss: -0.3460874 MI_loss: 20.967403 Detection error: 0.009837031364440918 time: 9:02:37.160083
- B/E: 93 / 225 , Gen_loss: -0.35512364 MI_loss: 21.547228 Detection error: 0.009835124015808105 time: 9:02:38.045386
- B/E: 94 / 225 , Gen_loss: -0.35812163 MI_loss: 21.797285 Detection error: 0.009850025177001953 time: 9:02:38.929625
- B/E: 95 / 225 , Gen_loss: -0.3510948 MI_loss: 21.256926 Detection error: 0.009856104850769043 time: 9:02:39.821086
- B/E: 96 / 225 , Gen_loss: -0.3587303 MI_loss: 21.758457 Detection error: 0.009852111339569092 time: 9:02:40.714090
- B/E: 97 / 225 , Gen_loss: -0.3571136 MI_loss: 21.607567 Detection error: 0.009845316410064697 time: 9:02:41.598774
- B/E: 98 / 225 , Gen_loss: -0.35554314 MI_loss: 21.50748 Detection error: 0.009831428527832031 time: 9:02:42.489855
- B/E: 99 / 225 , Gen_loss: -0.35324833 MI_loss: 21.485643 Detection error: 0.009837508201599121 time: 9:02:43.378384
- B/E: 100 / 225 , Gen_loss: -0.36330196 MI_loss: 21.95477 Detection error: 0.009840011596679688 time: 9:02:44.357160
- B/E: 101 / 225 , Gen_loss: -0.36414036 MI_loss: 22.043516 Detection error: 0.009844362735748291 time: 9:02:45.256217
- B/E: 102 / 225 , Gen_loss: -0.3547086 MI_loss: 21.45619 Detection error: 0.009842216968536377 time: 9:02:46.164269
- B/E: 103 / 225 , Gen_loss: -0.3603325 MI_loss: 21.848185 Detection error: 0.0098380446434021 time: 9:02:47.059125
- B/E: 104 / 225 , Gen_loss: -0.36348414 MI_loss: 22.141848 Detection error: 0.009843766689300537 time: 9:02:47.949436
- B/E: 105 / 225 , Gen_loss: -0.35841614 MI_loss: 21.673464 Detection error: 0.00984048843383789 time: 9:02:48.857458
- B/E: 106 / 225 , Gen_loss: -0.35996312 MI_loss: 21.951647 Detection error: 0.009840846061706543 time: 9:02:49.743915
- B/E: 107 / 225 , Gen_loss: -0.36228928 MI_loss: 21.963371 Detection error: 0.009846627712249756 time: 9:02:50.633191
- B/E: 108 / 225 , Gen_loss: -0.3674863 MI_loss: 22.362276 Detection error: 0.009844601154327393 time: 9:02:51.521019
- B/E: 109 / 225 , Gen_loss: -0.3624858 MI_loss: 22.038395 Detection error: 0.009846329689025879 time: 9:02:52.410873
- B/E: 110 / 225 , Gen_loss: -0.34780604 MI_loss: 20.963263 Detection error: 0.00983583927154541 time: 9:02:53.296501
- B/E: 111 / 225 , Gen_loss: -0.37195802 MI_loss: 22.500675 Detection error: 0.009834825992584229 time: 9:02:54.198223
- B/E: 112 / 225 , Gen_loss: -0.3618702 MI_loss: 21.970806 Detection error: 0.009837925434112549 time: 9:02:55.087335
- B/E: 113 / 225 , Gen_loss: -0.35546997 MI_loss: 21.616434 Detection error: 0.009837150573730469 time: 9:02:55.971952
- B/E: 114 / 225 , Gen_loss: -0.35617512 MI_loss: 21.712334 Detection error: 0.00984048843383789 time: 9:02:56.859997
- B/E: 115 / 225 , Gen_loss: -0.36625886 MI_loss: 22.004375 Detection error: 0.009835124015808105 time: 9:02:57.753744
- B/E: 116 / 225 , Gen_loss: -0.35945517 MI_loss: 21.897387 Detection error: 0.009833574295043945 time: 9:02:58.737437
- B/E: 117 / 225 , Gen_loss: -0.3644375 MI_loss: 22.273256 Detection error: 0.009837150573730469 time: 9:02:59.573286
- B/E: 118 / 225 , Gen_loss: -0.36547363 MI_loss: 22.168451 Detection error: 0.009828507900238037 time: 9:03:00.506601
- B/E: 119 / 225 , Gen_loss: -0.35429564 MI_loss: 21.508926 Detection error: 0.00982445478439331 time: 9:03:01.396874
- B/E: 120 / 225 , Gen_loss: -0.35300922 MI_loss: 21.48906 Detection error: 0.009822070598602295 time: 9:03:02.282009
- B/E: 121 / 225 , Gen_loss: -0.36107212 MI_loss: 21.93401 Detection error: 0.009825289249420166 time: 9:03:03.104335
- B/E: 122 / 225 , Gen_loss: -0.36025268 MI_loss: 21.82403 Detection error: 0.009822428226470947 time: 9:03:04.007804
- B/E: 123 / 225 , Gen_loss: -0.35224885 MI_loss: 21.385244 Detection error: 0.00981605052947998 time: 9:03:04.877836
- B/E: 124 / 225 , Gen_loss: -0.3591852 MI_loss: 21.744045 Detection error: 0.00981450080871582 time: 9:03:05.709693
- B/E: 125 / 225 , Gen_loss: -0.36782178 MI_loss: 22.194963 Detection error: 0.009815454483032227 time: 9:03:06.483907
- B/E: 126 / 225 , Gen_loss: -0.35772893 MI_loss: 21.915894 Detection error: 0.009825289249420166 time: 9:03:07.276300
- B/E: 127 / 225 , Gen_loss: -0.35021186 MI_loss: 21.193861 Detection error: 0.009827375411987305 time: 9:03:08.136792
- B/E: 128 / 225 , Gen_loss: -0.35950166 MI_loss: 21.60001 Detection error: 0.009826064109802246 time: 9:03:08.951857
- B/E: 129 / 225 , Gen_loss: -0.3574869 MI_loss: 21.670895 Detection error: 0.009835600852966309 time: 9:03:09.729509
- B/E: 130 / 225 , Gen_loss: -0.35631216 MI_loss: 21.499739 Detection error: 0.009842336177825928 time: 9:03:10.582233
- B/E: 131 / 225 , Gen_loss: -0.3646775 MI_loss: 22.011042 Detection error: 0.009847283363342285 time: 9:03:11.468152
- B/E: 132 / 225 , Gen_loss: -0.35963213 MI_loss: 21.819723 Detection error: 0.009844660758972168 time: 9:03:12.436900
- B/E: 133 / 225 , Gen_loss: -0.35568455 MI_loss: 21.662264 Detection error: 0.009843766689300537 time: 9:03:13.324312
- B/E: 134 / 225 , Gen_loss: -0.3665173 MI_loss: 22.345083 Detection error: 0.009852766990661621 time: 9:03:14.214895
- B/E: 135 / 225 , Gen_loss: -0.35753024 MI_loss: 21.738997 Detection error: 0.009855449199676514 time: 9:03:15.101461
- B/E: 136 / 225 , Gen_loss: -0.36964282 MI_loss: 22.413448 Detection error: 0.009856760501861572 time: 9:03:16.009986
- B/E: 137 / 225 , Gen_loss: -0.35313746 MI_loss: 21.317978 Detection error: 0.009857356548309326 time: 9:03:16.890345
- B/E: 138 / 225 , Gen_loss: -0.3623203 MI_loss: 21.89861 Detection error: 0.009860634803771973 time: 9:03:17.776044
- B/E: 139 / 225 , Gen_loss: -0.36451098 MI_loss: 22.11063 Detection error: 0.009867191314697266 time: 9:03:18.648224
- B/E: 140 / 225 , Gen_loss: -0.35340488 MI_loss: 21.494581 Detection error: 0.00986325740814209 time: 9:03:19.463540
- B/E: 141 / 225 , Gen_loss: -0.35552207 MI_loss: 21.547115 Detection error: 0.009861588478088379 time: 9:03:20.265963
- B/E: 142 / 225 , Gen_loss: -0.35848975 MI_loss: 21.626394 Detection error: 0.009860336780548096 time: 9:03:21.091583
- B/E: 143 / 225 , Gen_loss: -0.36372674 MI_loss: 22.041538 Detection error: 0.009859621524810791 time: 9:03:21.983364
- B/E: 144 / 225 , Gen_loss: -0.35239515 MI_loss: 21.24558 Detection error: 0.009871959686279297 time: 9:03:22.870128
- B/E: 145 / 225 , Gen_loss: -0.35500547 MI_loss: 21.521124 Detection error: 0.00987541675567627 time: 9:03:23.751747
- B/E: 146 / 225 , Gen_loss: -0.35628146 MI_loss: 21.57943 Detection error: 0.009874999523162842 time: 9:03:24.656938
- B/E: 147 / 225 , Gen_loss: -0.35741225 MI_loss: 21.610985 Detection error: 0.009875833988189697 time: 9:03:25.558614
- B/E: 148 / 225 , Gen_loss: -0.36075914 MI_loss: 21.809916 Detection error: 0.00987708568572998 time: 9:03:26.449605
- B/E: 149 / 225 , Gen_loss: -0.36351392 MI_loss: 22.150806 Detection error: 0.009884774684906006 time: 9:03:27.304132
-
- Test Loss: 10.264397 Test Error: 0.010675013065338135
- -----
- EPOCH: 226
- B/E: 0 / 226 , Gen_loss: -0.3591695 MI_loss: 21.702902 Detection error: 0.010625004768371582 time: 9:03:29.248939
- B/E: 1 / 226 , Gen_loss: -0.3569507 MI_loss: 21.501299 Detection error: 0.010140597820281982 time: 9:04:01.235414
- B/E: 2 / 226 , Gen_loss: -0.36241335 MI_loss: 21.853903 Detection error: 0.009677112102508545 time: 9:04:02.190371
- B/E: 3 / 226 , Gen_loss: -0.3517368 MI_loss: 21.236343 Detection error: 0.00963282585144043 time: 9:04:03.073489
- B/E: 4 / 226 , Gen_loss: -0.37278193 MI_loss: 22.578695 Detection error: 0.009687483310699463 time: 9:04:03.959227
- B/E: 5 / 226 , Gen_loss: -0.3476962 MI_loss: 21.335434 Detection error: 0.009838521480560303 time: 9:04:04.864931
- B/E: 6 / 226 , Gen_loss: -0.35685438 MI_loss: 21.705486 Detection error: 0.009830355644226074 time: 9:04:05.749522
- B/E: 7 / 226 , Gen_loss: -0.3626236 MI_loss: 21.985424 Detection error: 0.009937524795532227 time: 9:04:06.633127
- B/E: 8 / 226 , Gen_loss: -0.37138048 MI_loss: 22.390854 Detection error: 0.009809017181396484 time: 9:04:07.517090
- B/E: 9 / 226 , Gen_loss: -0.36309725 MI_loss: 22.143738 Detection error: 0.009796857833862305 time: 9:04:08.404595
- B/E: 10 / 226 , Gen_loss: -0.36858323 MI_loss: 22.407782 Detection error: 0.009840905666351318 time: 9:04:09.420472
- B/E: 11 / 226 , Gen_loss: -0.3535133 MI_loss: 21.411217 Detection error: 0.009862005710601807 time: 9:04:10.312279
- B/E: 12 / 226 , Gen_loss: -0.3787471 MI_loss: 22.792595 Detection error: 0.009935081005096436 time: 9:04:11.199004
- B/E: 13 / 226 , Gen_loss: -0.35681456 MI_loss: 21.684563 Detection error: 0.009915173053741455 time: 9:04:12.089387
- B/E: 14 / 226 , Gen_loss: -0.3587699 MI_loss: 21.800121 Detection error: 0.009872913360595703 time: 9:04:12.970723
- B/E: 15 / 226 , Gen_loss: -0.36447048 MI_loss: 22.019663 Detection error: 0.009892582893371582 time: 9:04:13.859173
- B/E: 16 / 226 , Gen_loss: -0.35045984 MI_loss: 21.16247 Detection error: 0.009898900985717773 time: 9:04:14.747559
- B/E: 17 / 226 , Gen_loss: -0.35890806 MI_loss: 21.796772 Detection error: 0.00985938310623169 time: 9:04:15.630570
- B/E: 18 / 226 , Gen_loss: -0.36549455 MI_loss: 22.1145 Detection error: 0.009812474250793457 time: 9:04:16.519945
- B/E: 19 / 226 , Gen_loss: -0.36269665 MI_loss: 21.980932 Detection error: 0.009785950183868408 time: 9:04:17.411472
- B/E: 20 / 226 , Gen_loss: -0.36171794 MI_loss: 21.857048 Detection error: 0.009837806224822998 time: 9:04:18.299281
- B/E: 21 / 226 , Gen_loss: -0.3727596 MI_loss: 22.672329 Detection error: 0.009839475154876709 time: 9:04:19.181968
- B/E: 22 / 226 , Gen_loss: -0.3659748 MI_loss: 22.1351 Detection error: 0.009824752807617188 time: 9:04:20.076086
- B/E: 23 / 226 , Gen_loss: -0.36507928 MI_loss: 21.97837 Detection error: 0.009809911251068115 time: 9:04:20.907233
- B/E: 24 / 226 , Gen_loss: -0.3544094 MI_loss: 21.346495 Detection error: 0.009827494621276855 time: 9:04:21.802513
- B/E: 25 / 226 , Gen_loss: -0.3565514 MI_loss: 21.543674 Detection error: 0.009836554527282715 time: 9:04:22.762151
- B/E: 26 / 226 , Gen_loss: -0.3518922 MI_loss: 21.351433 Detection error: 0.009895861148834229 time: 9:04:23.650739
- B/E: 27 / 226 , Gen_loss: -0.36613607 MI_loss: 22.218323 Detection error: 0.00990515947341919 time: 9:04:24.483264
- B/E: 28 / 226 , Gen_loss: -0.36224493 MI_loss: 22.025528 Detection error: 0.009895503520965576 time: 9:04:25.377107
- B/E: 29 / 226 , Gen_loss: -0.35567597 MI_loss: 21.56545 Detection error: 0.009909391403198242 time: 9:04:26.264469
- B/E: 30 / 226 , Gen_loss: -0.35485953 MI_loss: 21.621735 Detection error: 0.009890139102935791 time: 9:04:27.147625
- B/E: 31 / 226 , Gen_loss: -0.36472937 MI_loss: 22.1503 Detection error: 0.00985938310623169 time: 9:04:28.030011
- B/E: 32 / 226 , Gen_loss: -0.35977805 MI_loss: 21.83725 Detection error: 0.009860813617706299 time: 9:04:28.856469
- B/E: 33 / 226 , Gen_loss: -0.355343 MI_loss: 21.499607 Detection error: 0.009844660758972168 time: 9:04:29.760407
- B/E: 34 / 226 , Gen_loss: -0.3572255 MI_loss: 21.731527 Detection error: 0.00984644889831543 time: 9:04:30.641686
- B/E: 35 / 226 , Gen_loss: -0.35837215 MI_loss: 21.739594 Detection error: 0.009835958480834961 time: 9:04:31.525180
- B/E: 36 / 226 , Gen_loss: -0.3678539 MI_loss: 22.35045 Detection error: 0.00984203815460205 time: 9:04:32.408069
- B/E: 37 / 226 , Gen_loss: -0.3688503 MI_loss: 22.324327 Detection error: 0.009831428527832031 time: 9:04:33.293103
- B/E: 38 / 226 , Gen_loss: -0.35641328 MI_loss: 21.5093 Detection error: 0.009849369525909424 time: 9:04:34.175614
- B/E: 39 / 226 , Gen_loss: -0.3675621 MI_loss: 22.141407 Detection error: 0.009839057922363281 time: 9:04:35.058730
- B/E: 40 / 226 , Gen_loss: -0.35705388 MI_loss: 21.67161 Detection error: 0.009826242923736572 time: 9:04:35.950324
- B/E: 41 / 226 , Gen_loss: -0.36215842 MI_loss: 21.940596 Detection error: 0.009837806224822998 time: 9:04:36.911690
- B/E: 42 / 226 , Gen_loss: -0.36343288 MI_loss: 21.9545 Detection error: 0.009819746017456055 time: 9:04:37.737325
- B/E: 43 / 226 , Gen_loss: -0.3695527 MI_loss: 22.32189 Detection error: 0.009819626808166504 time: 9:04:38.560595
- B/E: 44 / 226 , Gen_loss: -0.36134642 MI_loss: 21.977633 Detection error: 0.009828448295593262 time: 9:04:39.338931
- B/E: 45 / 226 , Gen_loss: -0.36313266 MI_loss: 21.921568 Detection error: 0.00984644889831543 time: 9:04:40.123330
- B/E: 46 / 226 , Gen_loss: -0.35688186 MI_loss: 21.671011 Detection error: 0.009852409362792969 time: 9:04:41.045669
- B/E: 47 / 226 , Gen_loss: -0.347863 MI_loss: 20.927681 Detection error: 0.009857416152954102 time: 9:04:41.937575
- B/E: 48 / 226 , Gen_loss: -0.36480632 MI_loss: 22.239796 Detection error: 0.009869277477264404 time: 9:04:42.835261
- B/E: 49 / 226 , Gen_loss: -0.35591432 MI_loss: 21.61816 Detection error: 0.009872496128082275 time: 9:04:43.720081
- B/E: 50 / 226 , Gen_loss: -0.36847597 MI_loss: 22.342785 Detection error: 0.009882330894470215 time: 9:04:44.627096
- B/E: 51 / 226 , Gen_loss: -0.3514311 MI_loss: 21.467924 Detection error: 0.009886443614959717 time: 9:04:45.514014
- B/E: 52 / 226 , Gen_loss: -0.37128764 MI_loss: 22.511053 Detection error: 0.009883224964141846 time: 9:04:46.401186
- B/E: 53 / 226 , Gen_loss: -0.37139848 MI_loss: 22.44907 Detection error: 0.009898722171783447 time: 9:04:47.282466
- B/E: 54 / 226 , Gen_loss: -0.3587411 MI_loss: 21.708492 Detection error: 0.00990283489227295 time: 9:04:48.185296
- B/E: 55 / 226 , Gen_loss: -0.36007094 MI_loss: 21.752542 Detection error: 0.009883344173431396 time: 9:04:49.069662
- B/E: 56 / 226 , Gen_loss: -0.36438552 MI_loss: 22.177711 Detection error: 0.009869515895843506 time: 9:04:49.953766
- B/E: 57 / 226 , Gen_loss: -0.3692299 MI_loss: 22.395578 Detection error: 0.009867429733276367 time: 9:04:50.869176
- B/E: 58 / 226 , Gen_loss: -0.35655555 MI_loss: 21.649887 Detection error: 0.009856998920440674 time: 9:04:51.707953
- B/E: 59 / 226 , Gen_loss: -0.35381767 MI_loss: 21.439972 Detection error: 0.009874463081359863 time: 9:04:52.604898
- B/E: 60 / 226 , Gen_loss: -0.35607547 MI_loss: 21.46061 Detection error: 0.009866774082183838 time: 9:04:53.491704
- B/E: 61 / 226 , Gen_loss: -0.3635226 MI_loss: 22.134659 Detection error: 0.009879529476165771 time: 9:04:54.384286
- B/E: 62 / 226 , Gen_loss: -0.34935755 MI_loss: 21.092884 Detection error: 0.009882450103759766 time: 9:04:55.268760
- B/E: 63 / 226 , Gen_loss: -0.36384967 MI_loss: 21.924566 Detection error: 0.009877443313598633 time: 9:04:56.159014
- B/E: 64 / 226 , Gen_loss: -0.36866316 MI_loss: 22.461933 Detection error: 0.009875953197479248 time: 9:04:57.046676
- B/E: 65 / 226 , Gen_loss: -0.3515017 MI_loss: 21.332954 Detection error: 0.0098801851272583 time: 9:04:57.929640
- B/E: 66 / 226 , Gen_loss: -0.35921276 MI_loss: 21.687937 Detection error: 0.009874045848846436 time: 9:04:58.821095
- B/E: 67 / 226 , Gen_loss: -0.35908538 MI_loss: 21.666748 Detection error: 0.009868085384368896 time: 9:04:59.717434
- B/E: 68 / 226 , Gen_loss: -0.35862437 MI_loss: 21.836727 Detection error: 0.009867310523986816 time: 9:05:00.605494
- B/E: 69 / 226 , Gen_loss: -0.35454482 MI_loss: 21.558924 Detection error: 0.009874999523162842 time: 9:05:01.490681
- B/E: 70 / 226 , Gen_loss: -0.35415658 MI_loss: 21.432037 Detection error: 0.009874999523162842 time: 9:05:02.381099
- B/E: 71 / 226 , Gen_loss: -0.35392076 MI_loss: 21.413246 Detection error: 0.00987154245376587 time: 9:05:03.270877
- B/E: 72 / 226 , Gen_loss: -0.36041442 MI_loss: 21.856829 Detection error: 0.009871602058410645 time: 9:05:04.170156
- B/E: 73 / 226 , Gen_loss: -0.3646056 MI_loss: 22.040144 Detection error: 0.009871184825897217 time: 9:05:05.020880
- B/E: 74 / 226 , Gen_loss: -0.36073712 MI_loss: 21.92687 Detection error: 0.009868323802947998 time: 9:05:05.908284
- B/E: 75 / 226 , Gen_loss: -0.35608333 MI_loss: 21.80476 Detection error: 0.009867191314697266 time: 9:05:06.797528
- B/E: 76 / 226 , Gen_loss: -0.35268193 MI_loss: 21.449791 Detection error: 0.009869694709777832 time: 9:05:07.675560
- B/E: 77 / 226 , Gen_loss: -0.36111853 MI_loss: 21.850979 Detection error: 0.009862184524536133 time: 9:05:08.551130
- B/E: 78 / 226 , Gen_loss: -0.36006346 MI_loss: 21.800379 Detection error: 0.009856820106506348 time: 9:05:09.446962
- B/E: 79 / 226 , Gen_loss: -0.36031303 MI_loss: 21.904816 Detection error: 0.009864449501037598 time: 9:05:10.337639
- B/E: 80 / 226 , Gen_loss: -0.3524943 MI_loss: 21.320992 Detection error: 0.009873449802398682 time: 9:05:11.222388
- B/E: 81 / 226 , Gen_loss: -0.3545804 MI_loss: 21.429136 Detection error: 0.009870409965515137 time: 9:05:12.108537
- B/E: 82 / 226 , Gen_loss: -0.3602887 MI_loss: 21.819103 Detection error: 0.009867846965789795 time: 9:05:12.923038
- B/E: 83 / 226 , Gen_loss: -0.36483234 MI_loss: 22.134008 Detection error: 0.009870171546936035 time: 9:05:13.715756
- B/E: 84 / 226 , Gen_loss: -0.3623936 MI_loss: 22.060196 Detection error: 0.009865820407867432 time: 9:05:14.610911
- B/E: 85 / 226 , Gen_loss: -0.35921437 MI_loss: 21.660645 Detection error: 0.009846627712249756 time: 9:05:15.424562
- B/E: 86 / 226 , Gen_loss: -0.35832623 MI_loss: 21.680115 Detection error: 0.009848058223724365 time: 9:05:16.197662
- B/E: 87 / 226 , Gen_loss: -0.36281744 MI_loss: 21.980944 Detection error: 0.009830594062805176 time: 9:05:16.991847
- B/E: 88 / 226 , Gen_loss: -0.34732231 MI_loss: 20.973042 Detection error: 0.009821951389312744 time: 9:05:17.885076
- B/E: 89 / 226 , Gen_loss: -0.35392436 MI_loss: 21.450846 Detection error: 0.009835422039031982 time: 9:05:18.859051
- B/E: 90 / 226 , Gen_loss: -0.35797217 MI_loss: 21.610489 Detection error: 0.009833455085754395 time: 9:05:19.691377
- B/E: 91 / 226 , Gen_loss: -0.343757 MI_loss: 20.857517 Detection error: 0.009837627410888672 time: 9:05:20.499200
- B/E: 92 / 226 , Gen_loss: -0.35621357 MI_loss: 21.360643 Detection error: 0.009825944900512695 time: 9:05:21.297547
- B/E: 93 / 226 , Gen_loss: -0.35367852 MI_loss: 21.651955 Detection error: 0.009826481342315674 time: 9:05:22.084785
- B/E: 94 / 226 , Gen_loss: -0.35842952 MI_loss: 21.859148 Detection error: 0.00984179973602295 time: 9:05:22.870158
- B/E: 95 / 226 , Gen_loss: -0.34941697 MI_loss: 21.172935 Detection error: 0.009843766689300537 time: 9:05:23.678046
- B/E: 96 / 226 , Gen_loss: -0.35617232 MI_loss: 21.575197 Detection error: 0.009847283363342285 time: 9:05:24.574825
- B/E: 97 / 226 , Gen_loss: -0.36260235 MI_loss: 21.941048 Detection error: 0.00983738899230957 time: 9:05:25.419687
- B/E: 98 / 226 , Gen_loss: -0.35088208 MI_loss: 21.16567 Detection error: 0.009828269481658936 time: 9:05:26.250445
- B/E: 99 / 226 , Gen_loss: -0.36063126 MI_loss: 21.746067 Detection error: 0.009825646877288818 time: 9:05:27.132717
- B/E: 100 / 226 , Gen_loss: -0.35605407 MI_loss: 21.549486 Detection error: 0.009829223155975342 time: 9:05:27.916571
- B/E: 101 / 226 , Gen_loss: -0.36027294 MI_loss: 21.992064 Detection error: 0.009836375713348389 time: 9:05:28.700560
- B/E: 102 / 226 , Gen_loss: -0.36468577 MI_loss: 22.159283 Detection error: 0.009827375411987305 time: 9:05:29.580234
- B/E: 103 / 226 , Gen_loss: -0.361478 MI_loss: 21.90112 Detection error: 0.009831130504608154 time: 9:05:30.479909
- B/E: 104 / 226 , Gen_loss: -0.3539939 MI_loss: 21.445282 Detection error: 0.009834527969360352 time: 9:05:31.379518
- B/E: 105 / 226 , Gen_loss: -0.34653232 MI_loss: 21.00118 Detection error: 0.009829878807067871 time: 9:05:32.375161
- B/E: 106 / 226 , Gen_loss: -0.3483509 MI_loss: 21.149748 Detection error: 0.009830594062805176 time: 9:05:33.281493
- B/E: 107 / 226 , Gen_loss: -0.3605994 MI_loss: 21.898306 Detection error: 0.009832203388214111 time: 9:05:34.184702
- B/E: 108 / 226 , Gen_loss: -0.35596135 MI_loss: 21.511093 Detection error: 0.009832262992858887 time: 9:05:35.081836
- B/E: 109 / 226 , Gen_loss: -0.36302432 MI_loss: 22.022968 Detection error: 0.00983208417892456 time: 9:05:35.983638
- B/E: 110 / 226 , Gen_loss: -0.36050668 MI_loss: 21.798128 Detection error: 0.009821772575378418 time: 9:05:36.800981
- B/E: 111 / 226 , Gen_loss: -0.36973456 MI_loss: 22.306637 Detection error: 0.009820878505706787 time: 9:05:37.682630
- B/E: 112 / 226 , Gen_loss: -0.36174804 MI_loss: 21.8808 Detection error: 0.009820818901062012 time: 9:05:38.579717
- B/E: 113 / 226 , Gen_loss: -0.36032563 MI_loss: 21.911613 Detection error: 0.009830296039581299 time: 9:05:39.482985
- B/E: 114 / 226 , Gen_loss: -0.35484612 MI_loss: 21.546885 Detection error: 0.009827971458435059 time: 9:05:40.380138
- B/E: 115 / 226 , Gen_loss: -0.36004087 MI_loss: 21.833513 Detection error: 0.009823262691497803 time: 9:05:41.276312
- B/E: 116 / 226 , Gen_loss: -0.35980633 MI_loss: 21.902319 Detection error: 0.009820520877838135 time: 9:05:42.175193
- B/E: 117 / 226 , Gen_loss: -0.3561784 MI_loss: 21.754642 Detection error: 0.00982522964477539 time: 9:05:43.075667
- B/E: 118 / 226 , Gen_loss: -0.36248383 MI_loss: 21.923447 Detection error: 0.009819567203521729 time: 9:05:43.970398
- B/E: 119 / 226 , Gen_loss: -0.35270667 MI_loss: 21.34457 Detection error: 0.009813308715820312 time: 9:05:44.869202
- B/E: 120 / 226 , Gen_loss: -0.36130342 MI_loss: 22.009556 Detection error: 0.009813547134399414 time: 9:05:45.780232
- B/E: 121 / 226 , Gen_loss: -0.36102813 MI_loss: 22.062523 Detection error: 0.009816110134124756 time: 9:05:46.780546
- B/E: 122 / 226 , Gen_loss: -0.35901368 MI_loss: 21.696182 Detection error: 0.009810209274291992 time: 9:05:47.677203
- B/E: 123 / 226 , Gen_loss: -0.35764158 MI_loss: 21.71347 Detection error: 0.00980466604232788 time: 9:05:48.605829
- B/E: 124 / 226 , Gen_loss: -0.34874463 MI_loss: 21.135992 Detection error: 0.009804725646972656 time: 9:05:49.514459
- B/E: 125 / 226 , Gen_loss: -0.3606837 MI_loss: 21.94712 Detection error: 0.009805560111999512 time: 9:05:50.419867
- B/E: 126 / 226 , Gen_loss: -0.36584723 MI_loss: 22.199457 Detection error: 0.009814739227294922 time: 9:05:51.300072
- B/E: 127 / 226 , Gen_loss: -0.36188725 MI_loss: 22.021873 Detection error: 0.009814679622650146 time: 9:05:52.174653
- B/E: 128 / 226 , Gen_loss: -0.36554542 MI_loss: 22.064552 Detection error: 0.009821951389312744 time: 9:05:53.054969
- B/E: 129 / 226 , Gen_loss: -0.35784304 MI_loss: 21.789082 Detection error: 0.009824991226196289 time: 9:05:53.948110
- B/E: 130 / 226 , Gen_loss: -0.35970658 MI_loss: 21.788914 Detection error: 0.009831845760345459 time: 9:05:54.821857
- B/E: 131 / 226 , Gen_loss: -0.36705482 MI_loss: 22.106579 Detection error: 0.009834766387939453 time: 9:05:55.694748
- B/E: 132 / 226 , Gen_loss: -0.36768836 MI_loss: 22.30926 Detection error: 0.009831547737121582 time: 9:05:56.567600
- B/E: 133 / 226 , Gen_loss: -0.36464062 MI_loss: 22.27584 Detection error: 0.0098344087600708 time: 9:05:57.446056
- B/E: 134 / 226 , Gen_loss: -0.3525747 MI_loss: 21.472908 Detection error: 0.009841680526733398 time: 9:05:58.322060
- B/E: 135 / 226 , Gen_loss: -0.3552415 MI_loss: 21.464434 Detection error: 0.009843766689300537 time: 9:05:59.195984
- B/E: 136 / 226 , Gen_loss: -0.35702345 MI_loss: 21.686508 Detection error: 0.009845376014709473 time: 9:06:00.095151
- B/E: 137 / 226 , Gen_loss: -0.34740317 MI_loss: 21.096926 Detection error: 0.009848713874816895 time: 9:06:01.052667
- B/E: 138 / 226 , Gen_loss: -0.36824098 MI_loss: 22.401731 Detection error: 0.009852945804595947 time: 9:06:01.930145
- B/E: 139 / 226 , Gen_loss: -0.36846805 MI_loss: 22.33791 Detection error: 0.00985783338546753 time: 9:06:02.824861
- B/E: 140 / 226 , Gen_loss: -0.36591744 MI_loss: 22.080353 Detection error: 0.00985860824584961 time: 9:06:03.704026
- B/E: 141 / 226 , Gen_loss: -0.35646635 MI_loss: 21.511877 Detection error: 0.009852111339569092 time: 9:06:04.584203
- B/E: 142 / 226 , Gen_loss: -0.3676187 MI_loss: 22.237179 Detection error: 0.009854674339294434 time: 9:06:05.458918
- B/E: 143 / 226 , Gen_loss: -0.36544642 MI_loss: 22.277699 Detection error: 0.009850263595581055 time: 9:06:06.284874
- B/E: 144 / 226 , Gen_loss: -0.35505432 MI_loss: 21.590126 Detection error: 0.00986248254776001 time: 9:06:07.079521
- B/E: 145 / 226 , Gen_loss: -0.36354855 MI_loss: 21.979921 Detection error: 0.009867072105407715 time: 9:06:07.864719
- B/E: 146 / 226 , Gen_loss: -0.36515528 MI_loss: 21.967657 Detection error: 0.009867966175079346 time: 9:06:08.675559
- B/E: 147 / 226 , Gen_loss: -0.3596652 MI_loss: 21.777512 Detection error: 0.009869277477264404 time: 9:06:09.561781
- B/E: 148 / 226 , Gen_loss: -0.36026806 MI_loss: 21.912807 Detection error: 0.009872674942016602 time: 9:06:10.437873
- B/E: 149 / 226 , Gen_loss: -0.3658014 MI_loss: 22.20585 Detection error: 0.009878933429718018 time: 9:06:11.310524
-
- Test Loss: 10.266038 Test Error: 0.010658323764801025
- -----
- EPOCH: 227
- B/E: 0 / 227 , Gen_loss: -0.3634699 MI_loss: 22.019766 Detection error: 0.010625004768371582 time: 9:06:13.211104
- B/E: 1 / 227 , Gen_loss: -0.34967065 MI_loss: 21.143234 Detection error: 0.010078132152557373 time: 9:06:46.829541
- B/E: 2 / 227 , Gen_loss: -0.354111 MI_loss: 21.300644 Detection error: 0.009677112102508545 time: 9:06:47.883043
- B/E: 3 / 227 , Gen_loss: -0.36221105 MI_loss: 22.057636 Detection error: 0.009781241416931152 time: 9:06:48.783646
- B/E: 4 / 227 , Gen_loss: -0.35943115 MI_loss: 21.757856 Detection error: 0.009737491607666016 time: 9:06:49.686532
- B/E: 5 / 227 , Gen_loss: -0.3627447 MI_loss: 22.015026 Detection error: 0.009807288646697998 time: 9:06:50.646697
- B/E: 6 / 227 , Gen_loss: -0.3614961 MI_loss: 21.926569 Detection error: 0.009879469871520996 time: 9:06:51.457907
- B/E: 7 / 227 , Gen_loss: -0.3596624 MI_loss: 21.76501 Detection error: 0.009910166263580322 time: 9:06:52.370642
- B/E: 8 / 227 , Gen_loss: -0.34913623 MI_loss: 21.027317 Detection error: 0.009763896465301514 time: 9:06:53.271341
- B/E: 9 / 227 , Gen_loss: -0.3614045 MI_loss: 21.951468 Detection error: 0.00980311632156372 time: 9:06:54.167887
- B/E: 10 / 227 , Gen_loss: -0.3631095 MI_loss: 21.973526 Detection error: 0.009843766689300537 time: 9:06:55.063556
- B/E: 11 / 227 , Gen_loss: -0.36668822 MI_loss: 22.261482 Detection error: 0.009846329689025879 time: 9:06:55.969850
- B/E: 12 / 227 , Gen_loss: -0.3657587 MI_loss: 22.167286 Detection error: 0.009939908981323242 time: 9:06:56.868706
- B/E: 13 / 227 , Gen_loss: -0.3646297 MI_loss: 21.958727 Detection error: 0.009915173053741455 time: 9:06:57.767796
- B/E: 14 / 227 , Gen_loss: -0.37040755 MI_loss: 22.326162 Detection error: 0.009858310222625732 time: 9:06:58.670409
- B/E: 15 / 227 , Gen_loss: -0.36631247 MI_loss: 22.087269 Detection error: 0.009873032569885254 time: 9:06:59.572168
- B/E: 16 / 227 , Gen_loss: -0.36653972 MI_loss: 22.227688 Detection error: 0.009884178638458252 time: 9:07:00.477063
- B/E: 17 / 227 , Gen_loss: -0.35568163 MI_loss: 21.649742 Detection error: 0.009850680828094482 time: 9:07:01.373739
- B/E: 18 / 227 , Gen_loss: -0.3586276 MI_loss: 21.692944 Detection error: 0.009825646877288818 time: 9:07:02.355244
- B/E: 19 / 227 , Gen_loss: -0.3547277 MI_loss: 21.475256 Detection error: 0.009796857833862305 time: 9:07:03.251314
- B/E: 20 / 227 , Gen_loss: -0.3527373 MI_loss: 21.409414 Detection error: 0.009852707386016846 time: 9:07:04.163147
- B/E: 21 / 227 , Gen_loss: -0.3550426 MI_loss: 21.594055 Detection error: 0.0098494291305542 time: 9:07:05.062699
- B/E: 22 / 227 , Gen_loss: -0.35606986 MI_loss: 21.59566 Detection error: 0.009842395782470703 time: 9:07:05.963081
- B/E: 23 / 227 , Gen_loss: -0.3574282 MI_loss: 21.603771 Detection error: 0.009821593761444092 time: 9:07:06.860901
- B/E: 24 / 227 , Gen_loss: -0.3666613 MI_loss: 22.152712 Detection error: 0.009826242923736572 time: 9:07:07.755886
- B/E: 25 / 227 , Gen_loss: -0.3493678 MI_loss: 21.15551 Detection error: 0.009846150875091553 time: 9:07:08.642034
- B/E: 26 / 227 , Gen_loss: -0.35277846 MI_loss: 21.47766 Detection error: 0.009893536567687988 time: 9:07:09.532362
- B/E: 27 / 227 , Gen_loss: -0.36944756 MI_loss: 22.447582 Detection error: 0.0099107027053833 time: 9:07:10.324713
- B/E: 28 / 227 , Gen_loss: -0.36900437 MI_loss: 22.341824 Detection error: 0.009917020797729492 time: 9:07:11.104187
- B/E: 29 / 227 , Gen_loss: -0.36106822 MI_loss: 22.019642 Detection error: 0.00993645191192627 time: 9:07:11.986435
- B/E: 30 / 227 , Gen_loss: -0.36292586 MI_loss: 21.92643 Detection error: 0.009898185729980469 time: 9:07:12.869931
- B/E: 31 / 227 , Gen_loss: -0.35707644 MI_loss: 21.632235 Detection error: 0.00988084077835083 time: 9:07:13.844642
- B/E: 32 / 227 , Gen_loss: -0.36196437 MI_loss: 22.025257 Detection error: 0.00987786054611206 time: 9:07:14.732776
- B/E: 33 / 227 , Gen_loss: -0.36201832 MI_loss: 22.080168 Detection error: 0.009861230850219727 time: 9:07:15.581223
- B/E: 34 / 227 , Gen_loss: -0.35737166 MI_loss: 21.688305 Detection error: 0.009849131107330322 time: 9:07:16.386680
- B/E: 35 / 227 , Gen_loss: -0.36154878 MI_loss: 21.974394 Detection error: 0.009831607341766357 time: 9:07:17.249352
- B/E: 36 / 227 , Gen_loss: -0.36596507 MI_loss: 22.128311 Detection error: 0.009834468364715576 time: 9:07:18.134433
- B/E: 37 / 227 , Gen_loss: -0.36023024 MI_loss: 21.83545 Detection error: 0.009842097759246826 time: 9:07:19.013248
- B/E: 38 / 227 , Gen_loss: -0.3578344 MI_loss: 21.704857 Detection error: 0.009853363037109375 time: 9:07:19.920128
- B/E: 39 / 227 , Gen_loss: -0.3557627 MI_loss: 21.511896 Detection error: 0.009843766689300537 time: 9:07:20.803338
- B/E: 40 / 227 , Gen_loss: -0.36730838 MI_loss: 22.422567 Detection error: 0.009836912155151367 time: 9:07:21.680744
- B/E: 41 / 227 , Gen_loss: -0.3695758 MI_loss: 22.328823 Detection error: 0.009835541248321533 time: 9:07:22.566027
- B/E: 42 / 227 , Gen_loss: -0.35624152 MI_loss: 21.361942 Detection error: 0.009829938411712646 time: 9:07:23.416096
- B/E: 43 / 227 , Gen_loss: -0.3629842 MI_loss: 21.944748 Detection error: 0.009828150272369385 time: 9:07:24.220702
- B/E: 44 / 227 , Gen_loss: -0.35625482 MI_loss: 21.609426 Detection error: 0.009833335876464844 time: 9:07:25.038276
- B/E: 45 / 227 , Gen_loss: -0.35817632 MI_loss: 21.755959 Detection error: 0.00985187292098999 time: 9:07:25.812629
- B/E: 46 / 227 , Gen_loss: -0.3543449 MI_loss: 21.297531 Detection error: 0.009859681129455566 time: 9:07:26.685958
- B/E: 47 / 227 , Gen_loss: -0.35520297 MI_loss: 21.383673 Detection error: 0.009861350059509277 time: 9:07:27.574155
- B/E: 48 / 227 , Gen_loss: -0.3627763 MI_loss: 22.007753 Detection error: 0.009867966175079346 time: 9:07:28.555216
- B/E: 49 / 227 , Gen_loss: -0.36655852 MI_loss: 22.334106 Detection error: 0.009884357452392578 time: 9:07:29.439945
- B/E: 50 / 227 , Gen_loss: -0.35309353 MI_loss: 21.564474 Detection error: 0.009882330894470215 time: 9:07:30.321754
- B/E: 51 / 227 , Gen_loss: -0.36013642 MI_loss: 21.991005 Detection error: 0.009893655776977539 time: 9:07:31.207540
- B/E: 52 / 227 , Gen_loss: -0.3590424 MI_loss: 21.8073 Detection error: 0.009892106056213379 time: 9:07:32.099525
- B/E: 53 / 227 , Gen_loss: -0.35517955 MI_loss: 21.362556 Detection error: 0.009899318218231201 time: 9:07:32.983391
- B/E: 54 / 227 , Gen_loss: -0.35500962 MI_loss: 21.550705 Detection error: 0.009910225868225098 time: 9:07:33.865787
- B/E: 55 / 227 , Gen_loss: -0.3663606 MI_loss: 22.225239 Detection error: 0.009889483451843262 time: 9:07:34.675484
- B/E: 56 / 227 , Gen_loss: -0.35826752 MI_loss: 21.741442 Detection error: 0.009878277778625488 time: 9:07:35.445349
- B/E: 57 / 227 , Gen_loss: -0.35633639 MI_loss: 21.56537 Detection error: 0.009878754615783691 time: 9:07:36.224346
- B/E: 58 / 227 , Gen_loss: -0.3575464 MI_loss: 21.702154 Detection error: 0.009871304035186768 time: 9:07:36.995285
- B/E: 59 / 227 , Gen_loss: -0.35471782 MI_loss: 21.621475 Detection error: 0.009888529777526855 time: 9:07:37.782398
- B/E: 60 / 227 , Gen_loss: -0.3637118 MI_loss: 21.974478 Detection error: 0.009880125522613525 time: 9:07:38.580095
- B/E: 61 / 227 , Gen_loss: -0.35374737 MI_loss: 21.364403 Detection error: 0.009879529476165771 time: 9:07:39.459145
- B/E: 62 / 227 , Gen_loss: -0.35465997 MI_loss: 21.644981 Detection error: 0.009885430335998535 time: 9:07:40.345031
- B/E: 63 / 227 , Gen_loss: -0.37542054 MI_loss: 22.728456 Detection error: 0.009886741638183594 time: 9:07:41.301346
- B/E: 64 / 227 , Gen_loss: -0.36773023 MI_loss: 22.364931 Detection error: 0.00988316535949707 time: 9:07:42.105330
- B/E: 65 / 227 , Gen_loss: -0.37254962 MI_loss: 22.420843 Detection error: 0.009874999523162842 time: 9:07:42.881096
- B/E: 66 / 227 , Gen_loss: -0.3565841 MI_loss: 21.535435 Detection error: 0.009881973266601562 time: 9:07:43.653621
- B/E: 67 / 227 , Gen_loss: -0.36156592 MI_loss: 21.884468 Detection error: 0.009874522686004639 time: 9:07:44.436419
- B/E: 68 / 227 , Gen_loss: -0.36487857 MI_loss: 22.088404 Detection error: 0.009874522686004639 time: 9:07:45.383012
- B/E: 69 / 227 , Gen_loss: -0.3639958 MI_loss: 22.065582 Detection error: 0.009890198707580566 time: 9:07:46.264725
- B/E: 70 / 227 , Gen_loss: -0.368324 MI_loss: 22.188168 Detection error: 0.0098838210105896 time: 9:07:47.150443
- B/E: 71 / 227 , Gen_loss: -0.3461923 MI_loss: 21.028135 Detection error: 0.009890615940093994 time: 9:07:48.038683
- B/E: 72 / 227 , Gen_loss: -0.3630603 MI_loss: 22.053703 Detection error: 0.009883105754852295 time: 9:07:48.922678
- B/E: 73 / 227 , Gen_loss: -0.36851937 MI_loss: 22.336262 Detection error: 0.009874165058135986 time: 9:07:49.807454
- B/E: 74 / 227 , Gen_loss: -0.36559576 MI_loss: 22.283567 Detection error: 0.00987708568572998 time: 9:07:50.690238
- B/E: 75 / 227 , Gen_loss: -0.34617877 MI_loss: 21.011198 Detection error: 0.009867191314697266 time: 9:07:51.580639
- B/E: 76 / 227 , Gen_loss: -0.35540113 MI_loss: 21.587551 Detection error: 0.009873807430267334 time: 9:07:52.472172
- B/E: 77 / 227 , Gen_loss: -0.3531669 MI_loss: 21.324917 Detection error: 0.009869396686553955 time: 9:07:53.366734
- B/E: 78 / 227 , Gen_loss: -0.35983506 MI_loss: 21.776756 Detection error: 0.009869039058685303 time: 9:07:54.249773
- B/E: 79 / 227 , Gen_loss: -0.3611393 MI_loss: 21.849833 Detection error: 0.00987696647644043 time: 9:07:55.216145
- B/E: 80 / 227 , Gen_loss: -0.3568379 MI_loss: 21.568005 Detection error: 0.009884655475616455 time: 9:07:56.135049
- B/E: 81 / 227 , Gen_loss: -0.36037278 MI_loss: 21.772776 Detection error: 0.009877264499664307 time: 9:07:57.022342
- B/E: 82 / 227 , Gen_loss: -0.3547547 MI_loss: 21.593365 Detection error: 0.009871602058410645 time: 9:07:57.909750
- B/E: 83 / 227 , Gen_loss: -0.35590187 MI_loss: 21.49802 Detection error: 0.009876489639282227 time: 9:07:58.818160
- B/E: 84 / 227 , Gen_loss: -0.35853386 MI_loss: 21.957664 Detection error: 0.009875357151031494 time: 9:07:59.709189
- B/E: 85 / 227 , Gen_loss: -0.35242578 MI_loss: 21.188934 Detection error: 0.009857892990112305 time: 9:08:00.593060
- B/E: 86 / 227 , Gen_loss: -0.35549092 MI_loss: 21.520317 Detection error: 0.009853065013885498 time: 9:08:01.481174
- B/E: 87 / 227 , Gen_loss: -0.35052314 MI_loss: 21.188854 Detection error: 0.009841978549957275 time: 9:08:02.373422
- B/E: 88 / 227 , Gen_loss: -0.36579683 MI_loss: 22.13448 Detection error: 0.009831130504608154 time: 9:08:03.258076
- B/E: 89 / 227 , Gen_loss: -0.36860216 MI_loss: 22.550999 Detection error: 0.009839951992034912 time: 9:08:04.140940
- B/E: 90 / 227 , Gen_loss: -0.36456606 MI_loss: 22.162619 Detection error: 0.009843409061431885 time: 9:08:05.029807
- B/E: 91 / 227 , Gen_loss: -0.35857016 MI_loss: 21.85906 Detection error: 0.009847819805145264 time: 9:08:05.909123
- B/E: 92 / 227 , Gen_loss: -0.347295 MI_loss: 20.972904 Detection error: 0.009834349155426025 time: 9:08:06.728208
- B/E: 93 / 227 , Gen_loss: -0.36265174 MI_loss: 22.083597 Detection error: 0.009832441806793213 time: 9:08:07.550799
- B/E: 94 / 227 , Gen_loss: -0.36201397 MI_loss: 22.047895 Detection error: 0.00984734296798706 time: 9:08:08.410134
- B/E: 95 / 227 , Gen_loss: -0.3613761 MI_loss: 21.808002 Detection error: 0.009850561618804932 time: 9:08:09.275187
- B/E: 96 / 227 , Gen_loss: -0.35945436 MI_loss: 21.806374 Detection error: 0.009850859642028809 time: 9:08:10.148978
- B/E: 97 / 227 , Gen_loss: -0.3602606 MI_loss: 21.719536 Detection error: 0.009840250015258789 time: 9:08:11.040863
- B/E: 98 / 227 , Gen_loss: -0.36011055 MI_loss: 21.773432 Detection error: 0.009829223155975342 time: 9:08:11.932415
- B/E: 99 / 227 , Gen_loss: -0.35488656 MI_loss: 21.487406 Detection error: 0.009830653667449951 time: 9:08:12.816459
- B/E: 100 / 227 , Gen_loss: -0.36692014 MI_loss: 22.222406 Detection error: 0.009834468364715576 time: 9:08:13.705706
- B/E: 101 / 227 , Gen_loss: -0.3552558 MI_loss: 21.65179 Detection error: 0.009838223457336426 time: 9:08:14.599925
- B/E: 102 / 227 , Gen_loss: -0.3574259 MI_loss: 21.574638 Detection error: 0.00983583927154541 time: 9:08:15.489559
- B/E: 103 / 227 , Gen_loss: -0.36637485 MI_loss: 22.282864 Detection error: 0.0098344087600708 time: 9:08:16.379590
- B/E: 104 / 227 , Gen_loss: -0.36644182 MI_loss: 22.205708 Detection error: 0.00983363389968872 time: 9:08:17.270883
- B/E: 105 / 227 , Gen_loss: -0.35658982 MI_loss: 21.57072 Detection error: 0.00983285903930664 time: 9:08:18.157962
- B/E: 106 / 227 , Gen_loss: -0.35621375 MI_loss: 21.609516 Detection error: 0.00983351469039917 time: 9:08:19.041494
- B/E: 107 / 227 , Gen_loss: -0.37071705 MI_loss: 22.550562 Detection error: 0.009839415550231934 time: 9:08:19.933390
- B/E: 108 / 227 , Gen_loss: -0.36261326 MI_loss: 22.026073 Detection error: 0.009842872619628906 time: 9:08:20.826507
- B/E: 109 / 227 , Gen_loss: -0.36008283 MI_loss: 21.91169 Detection error: 0.009840905666351318 time: 9:08:21.636641
- B/E: 110 / 227 , Gen_loss: -0.35588095 MI_loss: 21.455101 Detection error: 0.009831666946411133 time: 9:08:22.421269
- B/E: 111 / 227 , Gen_loss: -0.37262464 MI_loss: 22.547628 Detection error: 0.009829223155975342 time: 9:08:23.308849
- B/E: 112 / 227 , Gen_loss: -0.36503386 MI_loss: 22.075623 Detection error: 0.009830176830291748 time: 9:08:24.087771
- B/E: 113 / 227 , Gen_loss: -0.34996536 MI_loss: 21.486113 Detection error: 0.009837150573730469 time: 9:08:24.874999
- B/E: 114 / 227 , Gen_loss: -0.36496904 MI_loss: 22.16709 Detection error: 0.009835302829742432 time: 9:08:25.677573
- B/E: 115 / 227 , Gen_loss: -0.35253546 MI_loss: 21.216158 Detection error: 0.009834349155426025 time: 9:08:26.510044
- B/E: 116 / 227 , Gen_loss: -0.35608774 MI_loss: 21.554352 Detection error: 0.009829342365264893 time: 9:08:27.283649
- B/E: 117 / 227 , Gen_loss: -0.35372928 MI_loss: 21.613495 Detection error: 0.009834766387939453 time: 9:08:28.088226
- B/E: 118 / 227 , Gen_loss: -0.35830936 MI_loss: 21.74964 Detection error: 0.009827733039855957 time: 9:08:28.895781
- B/E: 119 / 227 , Gen_loss: -0.35804316 MI_loss: 21.739542 Detection error: 0.009823203086853027 time: 9:08:29.833727
- B/E: 120 / 227 , Gen_loss: -0.35644192 MI_loss: 21.564636 Detection error: 0.009825170040130615 time: 9:08:30.720095
- B/E: 121 / 227 , Gen_loss: -0.36253688 MI_loss: 22.059895 Detection error: 0.009826838970184326 time: 9:08:31.604373
- B/E: 122 / 227 , Gen_loss: -0.35705554 MI_loss: 21.483389 Detection error: 0.009820103645324707 time: 9:08:32.498375
- B/E: 123 / 227 , Gen_loss: -0.35135686 MI_loss: 21.227474 Detection error: 0.009813785552978516 time: 9:08:33.384394
- B/E: 124 / 227 , Gen_loss: -0.35426226 MI_loss: 21.576828 Detection error: 0.009814739227294922 time: 9:08:34.266923
- B/E: 125 / 227 , Gen_loss: -0.35410798 MI_loss: 21.402117 Detection error: 0.009815216064453125 time: 9:08:35.179490
- B/E: 126 / 227 , Gen_loss: -0.35955936 MI_loss: 21.869713 Detection error: 0.009828269481658936 time: 9:08:36.069948
- B/E: 127 / 227 , Gen_loss: -0.36354795 MI_loss: 22.090738 Detection error: 0.00982445478439331 time: 9:08:37.031437
- B/E: 128 / 227 , Gen_loss: -0.35630566 MI_loss: 21.600021 Detection error: 0.009828746318817139 time: 9:08:37.936584
- B/E: 129 / 227 , Gen_loss: -0.35606226 MI_loss: 21.686012 Detection error: 0.009833157062530518 time: 9:08:38.824159
- B/E: 130 / 227 , Gen_loss: -0.36763272 MI_loss: 22.314295 Detection error: 0.009838759899139404 time: 9:08:39.713569
- B/E: 131 / 227 , Gen_loss: -0.35456264 MI_loss: 21.434208 Detection error: 0.009845435619354248 time: 9:08:40.597363
- B/E: 132 / 227 , Gen_loss: -0.35810697 MI_loss: 21.68576 Detection error: 0.009837627410888672 time: 9:08:41.479541
- B/E: 133 / 227 , Gen_loss: -0.37217093 MI_loss: 22.552452 Detection error: 0.009845137596130371 time: 9:08:42.363591
- B/E: 134 / 227 , Gen_loss: -0.36050838 MI_loss: 21.965227 Detection error: 0.009850919246673584 time: 9:08:43.246827
- B/E: 135 / 227 , Gen_loss: -0.36961126 MI_loss: 22.379549 Detection error: 0.00985044240951538 time: 9:08:44.129615
- B/E: 136 / 227 , Gen_loss: -0.34837195 MI_loss: 21.01903 Detection error: 0.009853780269622803 time: 9:08:45.015791
- B/E: 137 / 227 , Gen_loss: -0.34668824 MI_loss: 20.898718 Detection error: 0.009855985641479492 time: 9:08:45.896153
- B/E: 138 / 227 , Gen_loss: -0.3601028 MI_loss: 22.026344 Detection error: 0.009861528873443604 time: 9:08:46.735349
- B/E: 139 / 227 , Gen_loss: -0.36557704 MI_loss: 22.149609 Detection error: 0.0098649263381958 time: 9:08:47.530110
- B/E: 140 / 227 , Gen_loss: -0.36673573 MI_loss: 22.289776 Detection error: 0.00986391305923462 time: 9:08:48.333642
- B/E: 141 / 227 , Gen_loss: -0.3640889 MI_loss: 21.976845 Detection error: 0.009861111640930176 time: 9:08:49.133662
- B/E: 142 / 227 , Gen_loss: -0.36403 MI_loss: 22.08837 Detection error: 0.009859263896942139 time: 9:08:49.923945
- B/E: 143 / 227 , Gen_loss: -0.36832976 MI_loss: 22.32753 Detection error: 0.00985807180404663 time: 9:08:50.792185
- B/E: 144 / 227 , Gen_loss: -0.357939 MI_loss: 21.655815 Detection error: 0.009867429733276367 time: 9:08:51.649020
- B/E: 145 / 227 , Gen_loss: -0.35180014 MI_loss: 21.333015 Detection error: 0.009873509407043457 time: 9:08:52.535707
- B/E: 146 / 227 , Gen_loss: -0.35547456 MI_loss: 21.419012 Detection error: 0.009874343872070312 time: 9:08:53.426030
- B/E: 147 / 227 , Gen_loss: -0.36644575 MI_loss: 22.277538 Detection error: 0.009874582290649414 time: 9:08:54.308331
- B/E: 148 / 227 , Gen_loss: -0.36352643 MI_loss: 22.012377 Detection error: 0.00987941026687622 time: 9:08:55.195307
- B/E: 149 / 227 , Gen_loss: -0.36194485 MI_loss: 22.108948 Detection error: 0.009885430335998535 time: 9:08:56.078554
-
- Test Loss: 10.273307 Test Error: 0.010641694068908691
- -----
- EPOCH: 228
- B/E: 0 / 228 , Gen_loss: -0.35787037 MI_loss: 21.69105 Detection error: 0.010281264781951904 time: 9:08:58.041487
- B/E: 1 / 228 , Gen_loss: -0.35329843 MI_loss: 21.407204 Detection error: 0.01003122329711914 time: 9:09:31.345181
- B/E: 2 / 228 , Gen_loss: -0.36663184 MI_loss: 22.063658 Detection error: 0.00970834493637085 time: 9:09:32.281523
- B/E: 3 / 228 , Gen_loss: -0.34938332 MI_loss: 21.339823 Detection error: 0.009656250476837158 time: 9:09:33.164235
- B/E: 4 / 228 , Gen_loss: -0.36527842 MI_loss: 22.133015 Detection error: 0.009612500667572021 time: 9:09:34.056905
- B/E: 5 / 228 , Gen_loss: -0.36100718 MI_loss: 22.125095 Detection error: 0.00970834493637085 time: 9:09:35.044263
- B/E: 6 / 228 , Gen_loss: -0.35113946 MI_loss: 21.423443 Detection error: 0.009785711765289307 time: 9:09:35.932011
- B/E: 7 / 228 , Gen_loss: -0.36501002 MI_loss: 22.228691 Detection error: 0.00986325740814209 time: 9:09:36.820638
- B/E: 8 / 228 , Gen_loss: -0.3582809 MI_loss: 21.643715 Detection error: 0.009788215160369873 time: 9:09:37.703716
- B/E: 9 / 228 , Gen_loss: -0.36175123 MI_loss: 21.965473 Detection error: 0.009756267070770264 time: 9:09:38.592979
- B/E: 10 / 228 , Gen_loss: -0.35756397 MI_loss: 21.716515 Detection error: 0.009789764881134033 time: 9:09:39.489924
- B/E: 11 / 228 , Gen_loss: -0.35377067 MI_loss: 21.318064 Detection error: 0.009848952293395996 time: 9:09:40.336203
- B/E: 12 / 228 , Gen_loss: -0.3608158 MI_loss: 21.854012 Detection error: 0.009923100471496582 time: 9:09:41.187381
- B/E: 13 / 228 , Gen_loss: -0.37241203 MI_loss: 22.488901 Detection error: 0.009854912757873535 time: 9:09:41.955291
- B/E: 14 / 228 , Gen_loss: -0.37601492 MI_loss: 22.80061 Detection error: 0.009864568710327148 time: 9:09:42.757360
- B/E: 15 / 228 , Gen_loss: -0.3605355 MI_loss: 21.78146 Detection error: 0.00988084077835083 time: 9:09:43.648332
- B/E: 16 / 228 , Gen_loss: -0.3586713 MI_loss: 21.672785 Detection error: 0.00985109806060791 time: 9:09:44.529166
- B/E: 17 / 228 , Gen_loss: -0.35765764 MI_loss: 21.670822 Detection error: 0.009833335876464844 time: 9:09:45.418306
- B/E: 18 / 228 , Gen_loss: -0.35010463 MI_loss: 21.226175 Detection error: 0.00978618860244751 time: 9:09:46.306521
- B/E: 19 / 228 , Gen_loss: -0.3495115 MI_loss: 21.213587 Detection error: 0.009778141975402832 time: 9:09:47.188212
- B/E: 20 / 228 , Gen_loss: -0.36261562 MI_loss: 21.910608 Detection error: 0.009791672229766846 time: 9:09:48.147390
- B/E: 21 / 228 , Gen_loss: -0.35058248 MI_loss: 21.288593 Detection error: 0.009813904762268066 time: 9:09:49.043348
- B/E: 22 / 228 , Gen_loss: -0.36603034 MI_loss: 22.141653 Detection error: 0.00979757308959961 time: 9:09:49.932268
- B/E: 23 / 228 , Gen_loss: -0.36634892 MI_loss: 22.225422 Detection error: 0.009798169136047363 time: 9:09:50.768071
- B/E: 24 / 228 , Gen_loss: -0.368073 MI_loss: 22.302042 Detection error: 0.00980997085571289 time: 9:09:51.591290
- B/E: 25 / 228 , Gen_loss: -0.3674581 MI_loss: 22.222511 Detection error: 0.009829342365264893 time: 9:09:52.369823
- B/E: 26 / 228 , Gen_loss: -0.35829008 MI_loss: 21.899876 Detection error: 0.009870350360870361 time: 9:09:53.219374
- B/E: 27 / 228 , Gen_loss: -0.3582463 MI_loss: 21.815659 Detection error: 0.009882807731628418 time: 9:09:54.102220
- B/E: 28 / 228 , Gen_loss: -0.35536468 MI_loss: 21.495304 Detection error: 0.009880363941192627 time: 9:09:54.953377
- B/E: 29 / 228 , Gen_loss: -0.3657149 MI_loss: 22.146587 Detection error: 0.00989377498626709 time: 9:09:55.732454
- B/E: 30 / 228 , Gen_loss: -0.3645048 MI_loss: 22.180452 Detection error: 0.009877026081085205 time: 9:09:56.505118
- B/E: 31 / 228 , Gen_loss: -0.36911434 MI_loss: 22.477463 Detection error: 0.009851574897766113 time: 9:09:57.307672
- B/E: 32 / 228 , Gen_loss: -0.35086396 MI_loss: 21.278336 Detection error: 0.009856045246124268 time: 9:09:58.143604
- B/E: 33 / 228 , Gen_loss: -0.36489055 MI_loss: 22.07979 Detection error: 0.009834587574005127 time: 9:09:58.990539
- B/E: 34 / 228 , Gen_loss: -0.36076212 MI_loss: 21.997074 Detection error: 0.009824097156524658 time: 9:09:59.893692
- B/E: 35 / 228 , Gen_loss: -0.35705245 MI_loss: 21.574135 Detection error: 0.009821176528930664 time: 9:10:00.777047
- B/E: 36 / 228 , Gen_loss: -0.3576575 MI_loss: 21.667772 Detection error: 0.009821772575378418 time: 9:10:01.757280
- B/E: 37 / 228 , Gen_loss: -0.3599956 MI_loss: 21.804276 Detection error: 0.009833872318267822 time: 9:10:02.639674
- B/E: 38 / 228 , Gen_loss: -0.3543551 MI_loss: 21.511696 Detection error: 0.009844541549682617 time: 9:10:03.516923
- B/E: 39 / 228 , Gen_loss: -0.36395535 MI_loss: 21.920078 Detection error: 0.009836733341217041 time: 9:10:04.417273
- B/E: 40 / 228 , Gen_loss: -0.36280957 MI_loss: 22.010159 Detection error: 0.009825468063354492 time: 9:10:05.306649
- B/E: 41 / 228 , Gen_loss: -0.36820862 MI_loss: 22.12286 Detection error: 0.009822189807891846 time: 9:10:06.194898
- B/E: 42 / 228 , Gen_loss: -0.3664552 MI_loss: 22.19126 Detection error: 0.009822666645050049 time: 9:10:07.079540
- B/E: 43 / 228 , Gen_loss: -0.3587777 MI_loss: 21.570473 Detection error: 0.009810388088226318 time: 9:10:07.967189
- B/E: 44 / 228 , Gen_loss: -0.3494341 MI_loss: 21.073845 Detection error: 0.009823620319366455 time: 9:10:08.852565
- B/E: 45 / 228 , Gen_loss: -0.36327693 MI_loss: 21.981035 Detection error: 0.009836256504058838 time: 9:10:09.735633
- B/E: 46 / 228 , Gen_loss: -0.36601335 MI_loss: 22.146746 Detection error: 0.009850382804870605 time: 9:10:10.624258
- B/E: 47 / 228 , Gen_loss: -0.36861467 MI_loss: 22.32991 Detection error: 0.009846985340118408 time: 9:10:11.513206
- B/E: 48 / 228 , Gen_loss: -0.36347327 MI_loss: 22.123514 Detection error: 0.009863495826721191 time: 9:10:12.397645
- B/E: 49 / 228 , Gen_loss: -0.359844 MI_loss: 21.750034 Detection error: 0.009859979152679443 time: 9:10:13.283708
- B/E: 50 / 228 , Gen_loss: -0.34988004 MI_loss: 21.260147 Detection error: 0.009871304035186768 time: 9:10:14.168356
- B/E: 51 / 228 , Gen_loss: -0.3584953 MI_loss: 21.86246 Detection error: 0.009879231452941895 time: 9:10:15.054705
- B/E: 52 / 228 , Gen_loss: -0.36375076 MI_loss: 21.911781 Detection error: 0.00987851619720459 time: 9:10:16.027853
- B/E: 53 / 228 , Gen_loss: -0.36956182 MI_loss: 22.45282 Detection error: 0.00989001989364624 time: 9:10:16.910349
- B/E: 54 / 228 , Gen_loss: -0.35470617 MI_loss: 21.454922 Detection error: 0.009894311428070068 time: 9:10:17.792929
- B/E: 55 / 228 , Gen_loss: -0.34878337 MI_loss: 21.132338 Detection error: 0.009876132011413574 time: 9:10:18.680453
- B/E: 56 / 228 , Gen_loss: -0.36103666 MI_loss: 21.819977 Detection error: 0.009868979454040527 time: 9:10:19.569044
- B/E: 57 / 228 , Gen_loss: -0.3612979 MI_loss: 21.912577 Detection error: 0.00985938310623169 time: 9:10:20.453754
- B/E: 58 / 228 , Gen_loss: -0.35039115 MI_loss: 21.154722 Detection error: 0.00984954833984375 time: 9:10:21.344724
- B/E: 59 / 228 , Gen_loss: -0.3570902 MI_loss: 21.816452 Detection error: 0.009868204593658447 time: 9:10:22.233417
- B/E: 60 / 228 , Gen_loss: -0.35643217 MI_loss: 21.68641 Detection error: 0.009864270687103271 time: 9:10:23.118050
- B/E: 61 / 228 , Gen_loss: -0.35871178 MI_loss: 21.786129 Detection error: 0.009868443012237549 time: 9:10:24.004831
- B/E: 62 / 228 , Gen_loss: -0.35776114 MI_loss: 21.752144 Detection error: 0.009881973266601562 time: 9:10:24.895670
- B/E: 63 / 228 , Gen_loss: -0.3628149 MI_loss: 21.839546 Detection error: 0.009873509407043457 time: 9:10:25.782272
- B/E: 64 / 228 , Gen_loss: -0.3592782 MI_loss: 21.814175 Detection error: 0.009867310523986816 time: 9:10:26.670327
- B/E: 65 / 228 , Gen_loss: -0.36014044 MI_loss: 21.811497 Detection error: 0.009861767292022705 time: 9:10:27.555669
- B/E: 66 / 228 , Gen_loss: -0.35917547 MI_loss: 21.810463 Detection error: 0.009862899780273438 time: 9:10:28.391846
- B/E: 67 / 228 , Gen_loss: -0.3696324 MI_loss: 22.556902 Detection error: 0.009852945804595947 time: 9:10:29.212908
- B/E: 68 / 228 , Gen_loss: -0.35517502 MI_loss: 21.500423 Detection error: 0.009868204593658447 time: 9:10:30.062191
- B/E: 69 / 228 , Gen_loss: -0.35900342 MI_loss: 21.699425 Detection error: 0.009870529174804688 time: 9:10:30.951457
- B/E: 70 / 228 , Gen_loss: -0.3661906 MI_loss: 22.074648 Detection error: 0.00985872745513916 time: 9:10:31.845602
- B/E: 71 / 228 , Gen_loss: -0.35550514 MI_loss: 21.49467 Detection error: 0.00986325740814209 time: 9:10:32.731607
- B/E: 72 / 228 , Gen_loss: -0.35809228 MI_loss: 21.717352 Detection error: 0.009865999221801758 time: 9:10:33.544055
- B/E: 73 / 228 , Gen_loss: -0.3552344 MI_loss: 21.453642 Detection error: 0.009869098663330078 time: 9:10:34.466322
- B/E: 74 / 228 , Gen_loss: -0.35734245 MI_loss: 21.705473 Detection error: 0.009865403175354004 time: 9:10:35.413960
- B/E: 75 / 228 , Gen_loss: -0.36718357 MI_loss: 22.330921 Detection error: 0.009863495826721191 time: 9:10:36.300157
- B/E: 76 / 228 , Gen_loss: -0.3557555 MI_loss: 21.639534 Detection error: 0.009861588478088379 time: 9:10:37.182913
- B/E: 77 / 228 , Gen_loss: -0.36880094 MI_loss: 22.31878 Detection error: 0.00986015796661377 time: 9:10:38.071313
- B/E: 78 / 228 , Gen_loss: -0.3548901 MI_loss: 21.455746 Detection error: 0.009855210781097412 time: 9:10:38.955680
- B/E: 79 / 228 , Gen_loss: -0.35672295 MI_loss: 21.570068 Detection error: 0.009868383407592773 time: 9:10:39.838538
- B/E: 80 / 228 , Gen_loss: -0.36234128 MI_loss: 21.91532 Detection error: 0.009878098964691162 time: 9:10:40.732421
- B/E: 81 / 228 , Gen_loss: -0.35812697 MI_loss: 21.657715 Detection error: 0.009869277477264404 time: 9:10:41.614290
- B/E: 82 / 228 , Gen_loss: -0.35499886 MI_loss: 21.421436 Detection error: 0.009868979454040527 time: 9:10:42.493089
- B/E: 83 / 228 , Gen_loss: -0.3487502 MI_loss: 21.11821 Detection error: 0.0098649263381958 time: 9:10:43.377062
- B/E: 84 / 228 , Gen_loss: -0.35157758 MI_loss: 21.345419 Detection error: 0.009863972663879395 time: 9:10:44.353531
- B/E: 85 / 228 , Gen_loss: -0.3583836 MI_loss: 21.585648 Detection error: 0.009850680828094482 time: 9:10:45.237059
- B/E: 86 / 228 , Gen_loss: -0.36130962 MI_loss: 21.873695 Detection error: 0.009849131107330322 time: 9:10:46.118980
- B/E: 87 / 228 , Gen_loss: -0.36469987 MI_loss: 22.013065 Detection error: 0.009826719760894775 time: 9:10:47.004994
- B/E: 88 / 228 , Gen_loss: -0.3595733 MI_loss: 21.758547 Detection error: 0.009824812412261963 time: 9:10:47.888763
- B/E: 89 / 228 , Gen_loss: -0.36292335 MI_loss: 21.870193 Detection error: 0.00983506441116333 time: 9:10:48.774812
- B/E: 90 / 228 , Gen_loss: -0.36350727 MI_loss: 21.93095 Detection error: 0.009837567806243896 time: 9:10:49.661559
- B/E: 91 / 228 , Gen_loss: -0.34867436 MI_loss: 20.969559 Detection error: 0.00984102487564087 time: 9:10:50.542001
- B/E: 92 / 228 , Gen_loss: -0.35718352 MI_loss: 21.507996 Detection error: 0.009828269481658936 time: 9:10:51.429842
- B/E: 93 / 228 , Gen_loss: -0.36354807 MI_loss: 22.044348 Detection error: 0.009829103946685791 time: 9:10:52.319073
- B/E: 94 / 228 , Gen_loss: -0.36064392 MI_loss: 22.066635 Detection error: 0.009844720363616943 time: 9:10:53.201275
- B/E: 95 / 228 , Gen_loss: -0.35841224 MI_loss: 21.745821 Detection error: 0.009843409061431885 time: 9:10:54.081892
- B/E: 96 / 228 , Gen_loss: -0.3585077 MI_loss: 21.818808 Detection error: 0.009843111038208008 time: 9:10:54.970027
- B/E: 97 / 228 , Gen_loss: -0.35614213 MI_loss: 21.553072 Detection error: 0.009836077690124512 time: 9:10:55.860473
- B/E: 98 / 228 , Gen_loss: -0.35748535 MI_loss: 21.807808 Detection error: 0.009827971458435059 time: 9:10:56.745547
- B/E: 99 / 228 , Gen_loss: -0.36507103 MI_loss: 21.976496 Detection error: 0.009824991226196289 time: 9:10:57.625780
- B/E: 100 / 228 , Gen_loss: -0.36611947 MI_loss: 22.157362 Detection error: 0.009825825691223145 time: 9:10:58.599042
- B/E: 101 / 228 , Gen_loss: -0.35113272 MI_loss: 21.458288 Detection error: 0.009831488132476807 time: 9:10:59.486716
- B/E: 102 / 228 , Gen_loss: -0.36349872 MI_loss: 22.039154 Detection error: 0.009832799434661865 time: 9:11:00.371390
- B/E: 103 / 228 , Gen_loss: -0.35577336 MI_loss: 21.54174 Detection error: 0.00982964038848877 time: 9:11:01.255042
- B/E: 104 / 228 , Gen_loss: -0.35702345 MI_loss: 21.671104 Detection error: 0.009833931922912598 time: 9:11:02.140694
- B/E: 105 / 228 , Gen_loss: -0.3546851 MI_loss: 21.397842 Detection error: 0.009828686714172363 time: 9:11:03.022450
- B/E: 106 / 228 , Gen_loss: -0.3617943 MI_loss: 22.049095 Detection error: 0.009826838970184326 time: 9:11:03.908494
- B/E: 107 / 228 , Gen_loss: -0.36020088 MI_loss: 21.741083 Detection error: 0.009830176830291748 time: 9:11:04.794278
- B/E: 108 / 228 , Gen_loss: -0.35714245 MI_loss: 21.660286 Detection error: 0.009838581085205078 time: 9:11:05.636206
- B/E: 109 / 228 , Gen_loss: -0.36223683 MI_loss: 22.052975 Detection error: 0.009831249713897705 time: 9:11:06.494225
- B/E: 110 / 228 , Gen_loss: -0.35726947 MI_loss: 21.561403 Detection error: 0.009824633598327637 time: 9:11:07.271681
- B/E: 111 / 228 , Gen_loss: -0.36990976 MI_loss: 22.334103 Detection error: 0.009819209575653076 time: 9:11:08.050039
- B/E: 112 / 228 , Gen_loss: -0.35997516 MI_loss: 21.785448 Detection error: 0.009822428226470947 time: 9:11:08.821690
- B/E: 113 / 228 , Gen_loss: -0.3750847 MI_loss: 22.915417 Detection error: 0.009828150272369385 time: 9:11:09.614211
- B/E: 114 / 228 , Gen_loss: -0.35399136 MI_loss: 21.542416 Detection error: 0.009828805923461914 time: 9:11:10.478857
- B/E: 115 / 228 , Gen_loss: -0.3607255 MI_loss: 21.824993 Detection error: 0.009827613830566406 time: 9:11:11.301362
- B/E: 116 / 228 , Gen_loss: -0.36104935 MI_loss: 21.905815 Detection error: 0.009824275970458984 time: 9:11:12.248581
- B/E: 117 / 228 , Gen_loss: -0.35923237 MI_loss: 21.880352 Detection error: 0.00982654094696045 time: 9:11:13.019910
- B/E: 118 / 228 , Gen_loss: -0.34719735 MI_loss: 20.995281 Detection error: 0.009819567203521729 time: 9:11:13.862797
- B/E: 119 / 228 , Gen_loss: -0.35289493 MI_loss: 21.260977 Detection error: 0.009814858436584473 time: 9:11:14.699352
- B/E: 120 / 228 , Gen_loss: -0.36135876 MI_loss: 21.783339 Detection error: 0.009813547134399414 time: 9:11:15.511816
- B/E: 121 / 228 , Gen_loss: -0.3663348 MI_loss: 22.2228 Detection error: 0.00981837511062622 time: 9:11:16.408268
- B/E: 122 / 228 , Gen_loss: -0.37014276 MI_loss: 22.394094 Detection error: 0.009812772274017334 time: 9:11:17.295971
- B/E: 123 / 228 , Gen_loss: -0.360553 MI_loss: 21.819532 Detection error: 0.009804964065551758 time: 9:11:18.176667
- B/E: 124 / 228 , Gen_loss: -0.3533586 MI_loss: 21.532814 Detection error: 0.009801983833312988 time: 9:11:19.062867
- B/E: 125 / 228 , Gen_loss: -0.36065164 MI_loss: 21.849123 Detection error: 0.009803831577301025 time: 9:11:19.950274
- B/E: 126 / 228 , Gen_loss: -0.3610245 MI_loss: 22.075527 Detection error: 0.00981128215789795 time: 9:11:20.837658
- B/E: 127 / 228 , Gen_loss: -0.3663822 MI_loss: 22.221693 Detection error: 0.009812474250793457 time: 9:11:21.722793
- B/E: 128 / 228 , Gen_loss: -0.36013177 MI_loss: 21.810928 Detection error: 0.00981903076171875 time: 9:11:22.608292
- B/E: 129 / 228 , Gen_loss: -0.36774662 MI_loss: 22.297678 Detection error: 0.00982356071472168 time: 9:11:23.457418
- B/E: 130 / 228 , Gen_loss: -0.35697556 MI_loss: 21.589481 Detection error: 0.009825170040130615 time: 9:11:24.353025
- B/E: 131 / 228 , Gen_loss: -0.35712552 MI_loss: 21.532503 Detection error: 0.009836196899414062 time: 9:11:25.241776
- B/E: 132 / 228 , Gen_loss: -0.36636212 MI_loss: 22.199692 Detection error: 0.009830355644226074 time: 9:11:26.262178
- B/E: 133 / 228 , Gen_loss: -0.3617098 MI_loss: 21.99529 Detection error: 0.009831368923187256 time: 9:11:27.150009
- B/E: 134 / 228 , Gen_loss: -0.34971628 MI_loss: 21.187382 Detection error: 0.009841680526733398 time: 9:11:28.033094
- B/E: 135 / 228 , Gen_loss: -0.350844 MI_loss: 21.247318 Detection error: 0.009843528270721436 time: 9:11:28.908630
- B/E: 136 / 228 , Gen_loss: -0.36275202 MI_loss: 22.06214 Detection error: 0.009842395782470703 time: 9:11:29.795929
- B/E: 137 / 228 , Gen_loss: -0.3538906 MI_loss: 21.54368 Detection error: 0.009847581386566162 time: 9:11:30.676816
- B/E: 138 / 228 , Gen_loss: -0.360937 MI_loss: 21.886229 Detection error: 0.009850502014160156 time: 9:11:31.557666
- B/E: 139 / 228 , Gen_loss: -0.34960762 MI_loss: 21.159822 Detection error: 0.009852230548858643 time: 9:11:32.447860
- B/E: 140 / 228 , Gen_loss: -0.34663644 MI_loss: 21.019186 Detection error: 0.00985705852508545 time: 9:11:33.330989
- B/E: 141 / 228 , Gen_loss: -0.36431703 MI_loss: 22.022186 Detection error: 0.009852349758148193 time: 9:11:34.212508
- B/E: 142 / 228 , Gen_loss: -0.36226627 MI_loss: 22.037304 Detection error: 0.009853601455688477 time: 9:11:35.093982
- B/E: 143 / 228 , Gen_loss: -0.36326507 MI_loss: 21.944654 Detection error: 0.009850263595581055 time: 9:11:35.980098
- B/E: 144 / 228 , Gen_loss: -0.36174828 MI_loss: 22.026352 Detection error: 0.009860754013061523 time: 9:11:36.875974
- B/E: 145 / 228 , Gen_loss: -0.3584694 MI_loss: 21.612286 Detection error: 0.00986558198928833 time: 9:11:37.758136
- B/E: 146 / 228 , Gen_loss: -0.35858092 MI_loss: 21.662174 Detection error: 0.009866476058959961 time: 9:11:38.644902
- B/E: 147 / 228 , Gen_loss: -0.36412162 MI_loss: 22.078457 Detection error: 0.009870588779449463 time: 9:11:39.531775
- B/E: 148 / 228 , Gen_loss: -0.36315048 MI_loss: 21.922798 Detection error: 0.009870588779449463 time: 9:11:40.503313
- B/E: 149 / 228 , Gen_loss: -0.36082876 MI_loss: 22.01403 Detection error: 0.009878754615783691 time: 9:11:41.391054
-
- Test Loss: 10.273802 Test Error: 0.010641694068908691
- -----
- EPOCH: 229
- B/E: 0 / 229 , Gen_loss: -0.3492532 MI_loss: 21.151773 Detection error: 0.010625004768371582 time: 9:11:43.348237
- B/E: 1 / 229 , Gen_loss: -0.35086596 MI_loss: 21.184391 Detection error: 0.010203123092651367 time: 9:12:16.527100
- B/E: 2 / 229 , Gen_loss: -0.3494696 MI_loss: 21.0052 Detection error: 0.009812474250793457 time: 9:12:17.447219
- B/E: 3 / 229 , Gen_loss: -0.35915795 MI_loss: 21.885046 Detection error: 0.009757816791534424 time: 9:12:18.267702
- B/E: 4 / 229 , Gen_loss: -0.36136785 MI_loss: 21.95011 Detection error: 0.009831249713897705 time: 9:12:19.050903
- B/E: 5 / 229 , Gen_loss: -0.35697377 MI_loss: 21.86976 Detection error: 0.009812474250793457 time: 9:12:19.933705
- B/E: 6 / 229 , Gen_loss: -0.36785534 MI_loss: 22.373997 Detection error: 0.009888410568237305 time: 9:12:20.819596
- B/E: 7 / 229 , Gen_loss: -0.35879242 MI_loss: 21.896864 Detection error: 0.009972631931304932 time: 9:12:21.705467
- B/E: 8 / 229 , Gen_loss: -0.36466888 MI_loss: 22.214224 Detection error: 0.009836792945861816 time: 9:12:22.597393
- B/E: 9 / 229 , Gen_loss: -0.35968086 MI_loss: 21.87935 Detection error: 0.00980311632156372 time: 9:12:23.483665
- B/E: 10 / 229 , Gen_loss: -0.36198816 MI_loss: 21.99289 Detection error: 0.009832382202148438 time: 9:12:24.477546
- B/E: 11 / 229 , Gen_loss: -0.36313447 MI_loss: 21.99524 Detection error: 0.009867191314697266 time: 9:12:25.364427
- B/E: 12 / 229 , Gen_loss: -0.36081135 MI_loss: 21.912828 Detection error: 0.009959161281585693 time: 9:12:26.246920
- B/E: 13 / 229 , Gen_loss: -0.36844844 MI_loss: 22.231375 Detection error: 0.009937524795532227 time: 9:12:27.154097
- B/E: 14 / 229 , Gen_loss: -0.3728292 MI_loss: 22.464949 Detection error: 0.00989997386932373 time: 9:12:28.019442
- B/E: 15 / 229 , Gen_loss: -0.359359 MI_loss: 21.718332 Detection error: 0.00989842414855957 time: 9:12:28.827551
- B/E: 16 / 229 , Gen_loss: -0.35816708 MI_loss: 21.648273 Detection error: 0.009876847267150879 time: 9:12:29.658695
- B/E: 17 / 229 , Gen_loss: -0.35095242 MI_loss: 21.196444 Detection error: 0.009857654571533203 time: 9:12:30.507726
- B/E: 18 / 229 , Gen_loss: -0.3537479 MI_loss: 21.305723 Detection error: 0.009812474250793457 time: 9:12:31.301296
- B/E: 19 / 229 , Gen_loss: -0.34687263 MI_loss: 21.126348 Detection error: 0.009834349155426025 time: 9:12:32.188770
- B/E: 20 / 229 , Gen_loss: -0.3542379 MI_loss: 21.181013 Detection error: 0.009851217269897461 time: 9:12:33.071437
- B/E: 21 / 229 , Gen_loss: -0.35867366 MI_loss: 21.816235 Detection error: 0.00985652208328247 time: 9:12:33.954877
- B/E: 22 / 229 , Gen_loss: -0.3625519 MI_loss: 22.065187 Detection error: 0.009830176830291748 time: 9:12:34.841023
- B/E: 23 / 229 , Gen_loss: -0.36832502 MI_loss: 22.176039 Detection error: 0.009833335876464844 time: 9:12:35.725323
- B/E: 24 / 229 , Gen_loss: -0.36104307 MI_loss: 22.007078 Detection error: 0.009835004806518555 time: 9:12:36.606109
- B/E: 25 / 229 , Gen_loss: -0.34518263 MI_loss: 20.83628 Detection error: 0.009852170944213867 time: 9:12:37.664599
- B/E: 26 / 229 , Gen_loss: -0.35425645 MI_loss: 21.64543 Detection error: 0.009899318218231201 time: 9:12:38.545520
- B/E: 27 / 229 , Gen_loss: -0.35760716 MI_loss: 21.715832 Detection error: 0.009927451610565186 time: 9:12:39.430976
- B/E: 28 / 229 , Gen_loss: -0.35733852 MI_loss: 21.70747 Detection error: 0.00991809368133545 time: 9:12:40.319298
- B/E: 29 / 229 , Gen_loss: -0.3583086 MI_loss: 21.796925 Detection error: 0.009920835494995117 time: 9:12:41.199378
- B/E: 30 / 229 , Gen_loss: -0.35671213 MI_loss: 21.731703 Detection error: 0.009913325309753418 time: 9:12:42.024047
- B/E: 31 / 229 , Gen_loss: -0.35699207 MI_loss: 21.508533 Detection error: 0.009873032569885254 time: 9:12:42.889226
- B/E: 32 / 229 , Gen_loss: -0.35473055 MI_loss: 21.620955 Detection error: 0.009878814220428467 time: 9:12:43.691056
- B/E: 33 / 229 , Gen_loss: -0.34248254 MI_loss: 20.583937 Detection error: 0.00985020399093628 time: 9:12:44.581138
- B/E: 34 / 229 , Gen_loss: -0.36186394 MI_loss: 22.05546 Detection error: 0.009850025177001953 time: 9:12:45.470655
- B/E: 35 / 229 , Gen_loss: -0.35288966 MI_loss: 21.433102 Detection error: 0.00983506441116333 time: 9:12:46.358899
- B/E: 36 / 229 , Gen_loss: -0.3648919 MI_loss: 22.118263 Detection error: 0.009843766689300537 time: 9:12:47.242476
- B/E: 37 / 229 , Gen_loss: -0.36779904 MI_loss: 22.251228 Detection error: 0.009843766689300537 time: 9:12:48.129498
- B/E: 38 / 229 , Gen_loss: -0.3521496 MI_loss: 21.419092 Detection error: 0.009857356548309326 time: 9:12:49.020090
- B/E: 39 / 229 , Gen_loss: -0.35837984 MI_loss: 21.670507 Detection error: 0.009850800037384033 time: 9:12:49.908637
- B/E: 40 / 229 , Gen_loss: -0.3601637 MI_loss: 21.860785 Detection error: 0.009838402271270752 time: 9:12:50.790616
- B/E: 41 / 229 , Gen_loss: -0.3553124 MI_loss: 21.606358 Detection error: 0.009842991828918457 time: 9:12:51.763636
- B/E: 42 / 229 , Gen_loss: -0.36163282 MI_loss: 21.842232 Detection error: 0.009835779666900635 time: 9:12:52.639190
- B/E: 43 / 229 , Gen_loss: -0.3539727 MI_loss: 21.408186 Detection error: 0.00982743501663208 time: 9:12:53.514961
- B/E: 44 / 229 , Gen_loss: -0.36001375 MI_loss: 21.855755 Detection error: 0.009843051433563232 time: 9:12:54.402912
- B/E: 45 / 229 , Gen_loss: -0.3691163 MI_loss: 22.423166 Detection error: 0.009848535060882568 time: 9:12:55.293146
- B/E: 46 / 229 , Gen_loss: -0.35548702 MI_loss: 21.712887 Detection error: 0.009863018989562988 time: 9:12:56.179178
- B/E: 47 / 229 , Gen_loss: -0.36249614 MI_loss: 22.000435 Detection error: 0.009856104850769043 time: 9:12:57.067920
- B/E: 48 / 229 , Gen_loss: -0.36034465 MI_loss: 21.975159 Detection error: 0.009871840476989746 time: 9:12:57.950506
- B/E: 49 / 229 , Gen_loss: -0.35834572 MI_loss: 21.550575 Detection error: 0.009877502918243408 time: 9:12:58.834344
- B/E: 50 / 229 , Gen_loss: -0.3520439 MI_loss: 21.292095 Detection error: 0.009878039360046387 time: 9:12:59.721765
- B/E: 51 / 229 , Gen_loss: -0.3559397 MI_loss: 21.528173 Detection error: 0.00988703966140747 time: 9:13:00.611651
- B/E: 52 / 229 , Gen_loss: -0.36236438 MI_loss: 21.827381 Detection error: 0.009884417057037354 time: 9:13:01.494364
- B/E: 53 / 229 , Gen_loss: -0.3646873 MI_loss: 21.873703 Detection error: 0.009898722171783447 time: 9:13:02.383972
- B/E: 54 / 229 , Gen_loss: -0.35509768 MI_loss: 21.676731 Detection error: 0.009900569915771484 time: 9:13:03.207668
- B/E: 55 / 229 , Gen_loss: -0.3609701 MI_loss: 21.990065 Detection error: 0.009885609149932861 time: 9:13:04.045897
- B/E: 56 / 229 , Gen_loss: -0.36533508 MI_loss: 22.057657 Detection error: 0.00987553596496582 time: 9:13:04.832013
- B/E: 57 / 229 , Gen_loss: -0.36532423 MI_loss: 22.171358 Detection error: 0.009869635105133057 time: 9:13:05.686545
- B/E: 58 / 229 , Gen_loss: -0.35216695 MI_loss: 21.45854 Detection error: 0.009868085384368896 time: 9:13:06.480377
- B/E: 59 / 229 , Gen_loss: -0.3610297 MI_loss: 21.814623 Detection error: 0.009878098964691162 time: 9:13:07.276566
- B/E: 60 / 229 , Gen_loss: -0.36451885 MI_loss: 21.93203 Detection error: 0.00987398624420166 time: 9:13:08.051493
- B/E: 61 / 229 , Gen_loss: -0.35532597 MI_loss: 21.518988 Detection error: 0.009881019592285156 time: 9:13:08.826089
- B/E: 62 / 229 , Gen_loss: -0.3632252 MI_loss: 21.9658 Detection error: 0.0098799467086792 time: 9:13:09.620368
- B/E: 63 / 229 , Gen_loss: -0.3575599 MI_loss: 21.62259 Detection error: 0.00988084077835083 time: 9:13:10.430642
- B/E: 64 / 229 , Gen_loss: -0.35124686 MI_loss: 21.370785 Detection error: 0.009872138500213623 time: 9:13:11.203229
- B/E: 65 / 229 , Gen_loss: -0.36487687 MI_loss: 22.072329 Detection error: 0.009872615337371826 time: 9:13:11.982131
- B/E: 66 / 229 , Gen_loss: -0.3661845 MI_loss: 22.12366 Detection error: 0.009875953197479248 time: 9:13:12.754164
- B/E: 67 / 229 , Gen_loss: -0.36484048 MI_loss: 22.040493 Detection error: 0.009864449501037598 time: 9:13:13.537805
- B/E: 68 / 229 , Gen_loss: -0.35911715 MI_loss: 21.870497 Detection error: 0.009874105453491211 time: 9:13:14.312962
- B/E: 69 / 229 , Gen_loss: -0.3592286 MI_loss: 21.867548 Detection error: 0.009878575801849365 time: 9:13:15.209938
- B/E: 70 / 229 , Gen_loss: -0.35381824 MI_loss: 21.262785 Detection error: 0.009874582290649414 time: 9:13:16.098312
- B/E: 71 / 229 , Gen_loss: -0.35381663 MI_loss: 21.489182 Detection error: 0.009873270988464355 time: 9:13:16.984176
- B/E: 72 / 229 , Gen_loss: -0.36022034 MI_loss: 21.818665 Detection error: 0.009866416454315186 time: 9:13:17.865426
- B/E: 73 / 229 , Gen_loss: -0.36233786 MI_loss: 21.896519 Detection error: 0.009862303733825684 time: 9:13:18.844180
- B/E: 74 / 229 , Gen_loss: -0.36353582 MI_loss: 22.118397 Detection error: 0.00987166166305542 time: 9:13:19.731013
- B/E: 75 / 229 , Gen_loss: -0.35548246 MI_loss: 21.57964 Detection error: 0.009852766990661621 time: 9:13:20.618874
- B/E: 76 / 229 , Gen_loss: -0.3413667 MI_loss: 20.728508 Detection error: 0.00986325740814209 time: 9:13:21.501676
- B/E: 77 / 229 , Gen_loss: -0.36145398 MI_loss: 21.810295 Detection error: 0.009853780269622803 time: 9:13:22.393099
- B/E: 78 / 229 , Gen_loss: -0.3647396 MI_loss: 22.020828 Detection error: 0.009852468967437744 time: 9:13:23.279279
- B/E: 79 / 229 , Gen_loss: -0.3619297 MI_loss: 21.94237 Detection error: 0.009872674942016602 time: 9:13:24.164239
- B/E: 80 / 229 , Gen_loss: -0.34868753 MI_loss: 21.249205 Detection error: 0.009879648685455322 time: 9:13:25.054014
- B/E: 81 / 229 , Gen_loss: -0.35124964 MI_loss: 21.358948 Detection error: 0.009871184825897217 time: 9:13:25.947022
- B/E: 82 / 229 , Gen_loss: -0.35812587 MI_loss: 21.617569 Detection error: 0.009868204593658447 time: 9:13:26.841706
- B/E: 83 / 229 , Gen_loss: -0.35756114 MI_loss: 21.579275 Detection error: 0.009873151779174805 time: 9:13:27.730445
- B/E: 84 / 229 , Gen_loss: -0.36349037 MI_loss: 21.950083 Detection error: 0.009865045547485352 time: 9:13:28.620201
- B/E: 85 / 229 , Gen_loss: -0.36154535 MI_loss: 21.76122 Detection error: 0.009850263595581055 time: 9:13:29.537762
- B/E: 86 / 229 , Gen_loss: -0.36631665 MI_loss: 22.188679 Detection error: 0.009846270084381104 time: 9:13:30.424017
- B/E: 87 / 229 , Gen_loss: -0.35341355 MI_loss: 21.367823 Detection error: 0.009832024574279785 time: 9:13:31.310825
- B/E: 88 / 229 , Gen_loss: -0.3516365 MI_loss: 21.377203 Detection error: 0.009826183319091797 time: 9:13:32.190975
- B/E: 89 / 229 , Gen_loss: -0.37030664 MI_loss: 22.434912 Detection error: 0.009834706783294678 time: 9:13:33.162193
- B/E: 90 / 229 , Gen_loss: -0.36771005 MI_loss: 22.205236 Detection error: 0.00983583927154541 time: 9:13:34.056380
- B/E: 91 / 229 , Gen_loss: -0.3672398 MI_loss: 22.293215 Detection error: 0.00983726978302002 time: 9:13:34.947360
- B/E: 92 / 229 , Gen_loss: -0.35786647 MI_loss: 21.522472 Detection error: 0.009826958179473877 time: 9:13:35.829476
- B/E: 93 / 229 , Gen_loss: -0.36413568 MI_loss: 22.189024 Detection error: 0.009824156761169434 time: 9:13:36.713760
- B/E: 94 / 229 , Gen_loss: -0.36093342 MI_loss: 22.128735 Detection error: 0.00983816385269165 time: 9:13:37.600826
- B/E: 95 / 229 , Gen_loss: -0.35042846 MI_loss: 21.333216 Detection error: 0.00984179973602295 time: 9:13:38.486543
- B/E: 96 / 229 , Gen_loss: -0.35533968 MI_loss: 21.478315 Detection error: 0.009838283061981201 time: 9:13:39.370358
- B/E: 97 / 229 , Gen_loss: -0.35712415 MI_loss: 21.607224 Detection error: 0.00983130931854248 time: 9:13:40.258621
- B/E: 98 / 229 , Gen_loss: -0.3580459 MI_loss: 21.693607 Detection error: 0.00982356071472168 time: 9:13:41.145799
- B/E: 99 / 229 , Gen_loss: -0.36131763 MI_loss: 21.870953 Detection error: 0.009824037551879883 time: 9:13:42.031860
- B/E: 100 / 229 , Gen_loss: -0.36092538 MI_loss: 21.87254 Detection error: 0.009822070598602295 time: 9:13:42.916865
- B/E: 101 / 229 , Gen_loss: -0.36463562 MI_loss: 22.293528 Detection error: 0.00982964038848877 time: 9:13:43.804067
- B/E: 102 / 229 , Gen_loss: -0.35284272 MI_loss: 21.41443 Detection error: 0.009830117225646973 time: 9:13:44.645382
- B/E: 103 / 229 , Gen_loss: -0.35927942 MI_loss: 21.807983 Detection error: 0.009827852249145508 time: 9:13:45.436586
- B/E: 104 / 229 , Gen_loss: -0.35734865 MI_loss: 21.511047 Detection error: 0.009829163551330566 time: 9:13:46.354978
- B/E: 105 / 229 , Gen_loss: -0.36138332 MI_loss: 21.99146 Detection error: 0.00982367992401123 time: 9:13:47.319846
- B/E: 106 / 229 , Gen_loss: -0.3540501 MI_loss: 21.462551 Detection error: 0.009828269481658936 time: 9:13:48.160614
- B/E: 107 / 229 , Gen_loss: -0.3651663 MI_loss: 22.1711 Detection error: 0.00983041524887085 time: 9:13:48.983777
- B/E: 108 / 229 , Gen_loss: -0.3581628 MI_loss: 21.734268 Detection error: 0.00983428955078125 time: 9:13:49.885669
- B/E: 109 / 229 , Gen_loss: -0.37553024 MI_loss: 22.629816 Detection error: 0.009829521179199219 time: 9:13:50.768466
- B/E: 110 / 229 , Gen_loss: -0.35661414 MI_loss: 21.4947 Detection error: 0.009818673133850098 time: 9:13:51.646550
- B/E: 111 / 229 , Gen_loss: -0.36246103 MI_loss: 22.030912 Detection error: 0.0098152756690979 time: 9:13:52.532984
- B/E: 112 / 229 , Gen_loss: -0.35686746 MI_loss: 21.616743 Detection error: 0.009820222854614258 time: 9:13:53.416265
- B/E: 113 / 229 , Gen_loss: -0.35020465 MI_loss: 21.337166 Detection error: 0.009825408458709717 time: 9:13:54.300633
- B/E: 114 / 229 , Gen_loss: -0.36476883 MI_loss: 22.177298 Detection error: 0.009824156761169434 time: 9:13:55.126146
- B/E: 115 / 229 , Gen_loss: -0.35435823 MI_loss: 21.502592 Detection error: 0.009822487831115723 time: 9:13:55.948480
- B/E: 116 / 229 , Gen_loss: -0.36104053 MI_loss: 21.902874 Detection error: 0.009820759296417236 time: 9:13:56.761185
- B/E: 117 / 229 , Gen_loss: -0.35202128 MI_loss: 21.456825 Detection error: 0.009824156761169434 time: 9:13:57.629143
- B/E: 118 / 229 , Gen_loss: -0.3476025 MI_loss: 21.125534 Detection error: 0.009815633296966553 time: 9:13:58.449651
- B/E: 119 / 229 , Gen_loss: -0.36837253 MI_loss: 22.387085 Detection error: 0.009811699390411377 time: 9:13:59.226679
- B/E: 120 / 229 , Gen_loss: -0.35368612 MI_loss: 21.514608 Detection error: 0.009809911251068115 time: 9:14:00.000919
- B/E: 121 / 229 , Gen_loss: -0.36149013 MI_loss: 22.024952 Detection error: 0.009813785552978516 time: 9:14:00.878478
- B/E: 122 / 229 , Gen_loss: -0.3577334 MI_loss: 21.509123 Detection error: 0.00980842113494873 time: 9:14:01.671860
- B/E: 123 / 229 , Gen_loss: -0.3585775 MI_loss: 21.722662 Detection error: 0.009803414344787598 time: 9:14:02.476406
- B/E: 124 / 229 , Gen_loss: -0.37813842 MI_loss: 22.87416 Detection error: 0.009804487228393555 time: 9:14:03.288859
- B/E: 125 / 229 , Gen_loss: -0.35932162 MI_loss: 21.825565 Detection error: 0.009802103042602539 time: 9:14:04.061780
- B/E: 126 / 229 , Gen_loss: -0.353893 MI_loss: 21.440918 Detection error: 0.009815454483032227 time: 9:14:04.874127
- B/E: 127 / 229 , Gen_loss: -0.36409163 MI_loss: 21.968733 Detection error: 0.009812235832214355 time: 9:14:05.676501
- B/E: 128 / 229 , Gen_loss: -0.3620796 MI_loss: 21.94258 Detection error: 0.009815394878387451 time: 9:14:06.485929
- B/E: 129 / 229 , Gen_loss: -0.3630614 MI_loss: 22.058788 Detection error: 0.009822607040405273 time: 9:14:07.354950
- B/E: 130 / 229 , Gen_loss: -0.360215 MI_loss: 21.840965 Detection error: 0.00982898473739624 time: 9:14:08.239555
- B/E: 131 / 229 , Gen_loss: -0.3574077 MI_loss: 21.60747 Detection error: 0.00983285903930664 time: 9:14:09.127526
- B/E: 132 / 229 , Gen_loss: -0.3664433 MI_loss: 22.356928 Detection error: 0.009831547737121582 time: 9:14:10.023112
- B/E: 133 / 229 , Gen_loss: -0.37011686 MI_loss: 22.385395 Detection error: 0.009835124015808105 time: 9:14:10.914966
- B/E: 134 / 229 , Gen_loss: -0.35440806 MI_loss: 21.614403 Detection error: 0.009841442108154297 time: 9:14:11.799866
- B/E: 135 / 229 , Gen_loss: -0.36582106 MI_loss: 22.255964 Detection error: 0.009843766689300537 time: 9:14:12.608663
- B/E: 136 / 229 , Gen_loss: -0.36586732 MI_loss: 22.121712 Detection error: 0.009847640991210938 time: 9:14:13.381076
- B/E: 137 / 229 , Gen_loss: -0.36586455 MI_loss: 22.078009 Detection error: 0.009845316410064697 time: 9:14:14.242705
- B/E: 138 / 229 , Gen_loss: -0.3464401 MI_loss: 20.949541 Detection error: 0.00985187292098999 time: 9:14:15.038792
- B/E: 139 / 229 , Gen_loss: -0.3590202 MI_loss: 21.796757 Detection error: 0.009859144687652588 time: 9:14:15.821391
- B/E: 140 / 229 , Gen_loss: -0.34849727 MI_loss: 21.15387 Detection error: 0.00985729694366455 time: 9:14:16.719376
- B/E: 141 / 229 , Gen_loss: -0.34814996 MI_loss: 21.012768 Detection error: 0.009856045246124268 time: 9:14:17.602173
- B/E: 142 / 229 , Gen_loss: -0.35902986 MI_loss: 21.712147 Detection error: 0.009854018688201904 time: 9:14:18.485828
- B/E: 143 / 229 , Gen_loss: -0.36341777 MI_loss: 22.11487 Detection error: 0.009851336479187012 time: 9:14:19.368654
- B/E: 144 / 229 , Gen_loss: -0.3588661 MI_loss: 21.739536 Detection error: 0.009864211082458496 time: 9:14:20.253775
- B/E: 145 / 229 , Gen_loss: -0.36224958 MI_loss: 22.033321 Detection error: 0.009865164756774902 time: 9:14:21.135208
- B/E: 146 / 229 , Gen_loss: -0.35889983 MI_loss: 21.778286 Detection error: 0.00986713171005249 time: 9:14:22.022482
- B/E: 147 / 229 , Gen_loss: -0.35999373 MI_loss: 21.933502 Detection error: 0.009872019290924072 time: 9:14:22.906833
- B/E: 148 / 229 , Gen_loss: -0.3594957 MI_loss: 21.788311 Detection error: 0.00987309217453003 time: 9:14:23.790967
- B/E: 149 / 229 , Gen_loss: -0.36390465 MI_loss: 22.082706 Detection error: 0.009878098964691162 time: 9:14:24.679176
-
- Test Loss: 10.275898 Test Error: 0.01066666841506958
- -----
- EPOCH: 230
- B/E: 0 / 230 , Gen_loss: -0.36045712 MI_loss: 21.77353 Detection error: 0.010312497615814209 time: 9:14:26.647185
- B/E: 1 / 230 , Gen_loss: -0.35491288 MI_loss: 21.405697 Detection error: 0.010109364986419678 time: 9:15:00.253324
- B/E: 2 / 230 , Gen_loss: -0.35106447 MI_loss: 21.132198 Detection error: 0.009739577770233154 time: 9:15:01.267709
- B/E: 3 / 230 , Gen_loss: -0.3605354 MI_loss: 21.953815 Detection error: 0.009765625 time: 9:15:02.155467
- B/E: 4 / 230 , Gen_loss: -0.3583851 MI_loss: 21.744099 Detection error: 0.00976872444152832 time: 9:15:03.072430
- B/E: 5 / 230 , Gen_loss: -0.3500133 MI_loss: 21.284185 Detection error: 0.009874999523162842 time: 9:15:03.964703
- B/E: 6 / 230 , Gen_loss: -0.36492977 MI_loss: 22.095749 Detection error: 0.009821414947509766 time: 9:15:04.852516
- B/E: 7 / 230 , Gen_loss: -0.362094 MI_loss: 21.977829 Detection error: 0.009968757629394531 time: 9:15:05.761239
- B/E: 8 / 230 , Gen_loss: -0.3613688 MI_loss: 21.741753 Detection error: 0.009854137897491455 time: 9:15:06.645135
- B/E: 9 / 230 , Gen_loss: -0.35949245 MI_loss: 21.891453 Detection error: 0.009809374809265137 time: 9:15:07.529419
- B/E: 10 / 230 , Gen_loss: -0.36614618 MI_loss: 22.154171 Detection error: 0.009863615036010742 time: 9:15:08.416072
- B/E: 11 / 230 , Gen_loss: -0.35045752 MI_loss: 21.244602 Detection error: 0.009856760501861572 time: 9:15:09.307143
- B/E: 12 / 230 , Gen_loss: -0.3658667 MI_loss: 22.095264 Detection error: 0.009942293167114258 time: 9:15:10.191302
- B/E: 13 / 230 , Gen_loss: -0.36895165 MI_loss: 22.330032 Detection error: 0.009901762008666992 time: 9:15:11.072567
- B/E: 14 / 230 , Gen_loss: -0.3684315 MI_loss: 22.239412 Detection error: 0.009864568710327148 time: 9:15:11.925851
- B/E: 15 / 230 , Gen_loss: -0.3700393 MI_loss: 22.423292 Detection error: 0.009892582893371582 time: 9:15:12.726225
- B/E: 16 / 230 , Gen_loss: -0.3636914 MI_loss: 21.985575 Detection error: 0.009874999523162842 time: 9:15:13.531342
- B/E: 17 / 230 , Gen_loss: -0.36523852 MI_loss: 22.211388 Detection error: 0.009840250015258789 time: 9:15:14.308645
- B/E: 18 / 230 , Gen_loss: -0.35569683 MI_loss: 21.483131 Detection error: 0.009817421436309814 time: 9:15:15.177305
- B/E: 19 / 230 , Gen_loss: -0.35821277 MI_loss: 21.768282 Detection error: 0.009828150272369385 time: 9:15:15.953011
- B/E: 20 / 230 , Gen_loss: -0.35486266 MI_loss: 21.45608 Detection error: 0.00985860824584961 time: 9:15:16.727672
- B/E: 21 / 230 , Gen_loss: -0.35935885 MI_loss: 21.939096 Detection error: 0.009866476058959961 time: 9:15:17.605611
- B/E: 22 / 230 , Gen_loss: -0.35309064 MI_loss: 21.467749 Detection error: 0.009834229946136475 time: 9:15:18.494074
- B/E: 23 / 230 , Gen_loss: -0.3650427 MI_loss: 22.031435 Detection error: 0.009847640991210938 time: 9:15:19.376947
- B/E: 24 / 230 , Gen_loss: -0.36756033 MI_loss: 22.210896 Detection error: 0.009840011596679688 time: 9:15:20.260389
- B/E: 25 / 230 , Gen_loss: -0.36343315 MI_loss: 21.871998 Detection error: 0.009848535060882568 time: 9:15:21.149005
- B/E: 26 / 230 , Gen_loss: -0.35386896 MI_loss: 21.413923 Detection error: 0.009898126125335693 time: 9:15:22.037219
- B/E: 27 / 230 , Gen_loss: -0.36217603 MI_loss: 22.052116 Detection error: 0.0099107027053833 time: 9:15:22.917740
- B/E: 28 / 230 , Gen_loss: -0.3677759 MI_loss: 22.116795 Detection error: 0.009900867938995361 time: 9:15:23.801222
- B/E: 29 / 230 , Gen_loss: -0.35908508 MI_loss: 21.748669 Detection error: 0.009914577007293701 time: 9:15:24.690655
- B/E: 30 / 230 , Gen_loss: -0.3556089 MI_loss: 21.528606 Detection error: 0.009897172451019287 time: 9:15:25.576836
- B/E: 31 / 230 , Gen_loss: -0.36724272 MI_loss: 22.125137 Detection error: 0.009872078895568848 time: 9:15:26.455312
- B/E: 32 / 230 , Gen_loss: -0.36604264 MI_loss: 22.109055 Detection error: 0.009874045848846436 time: 9:15:27.325561
- B/E: 33 / 230 , Gen_loss: -0.3678378 MI_loss: 22.24044 Detection error: 0.009852051734924316 time: 9:15:28.210102
- B/E: 34 / 230 , Gen_loss: -0.34324494 MI_loss: 20.937845 Detection error: 0.009857118129730225 time: 9:15:29.091276
- B/E: 35 / 230 , Gen_loss: -0.36753285 MI_loss: 22.24351 Detection error: 0.00984811782836914 time: 9:15:29.976613
- B/E: 36 / 230 , Gen_loss: -0.3717855 MI_loss: 22.439823 Detection error: 0.009837865829467773 time: 9:15:30.862562
- B/E: 37 / 230 , Gen_loss: -0.36248237 MI_loss: 22.01192 Detection error: 0.009833872318267822 time: 9:15:31.746501
- B/E: 38 / 230 , Gen_loss: -0.35686862 MI_loss: 21.591837 Detection error: 0.009854137897491455 time: 9:15:32.631327
- B/E: 39 / 230 , Gen_loss: -0.36888057 MI_loss: 22.403912 Detection error: 0.009848415851593018 time: 9:15:33.520169
- B/E: 40 / 230 , Gen_loss: -0.36380154 MI_loss: 22.18423 Detection error: 0.009839951992034912 time: 9:15:34.406364
- B/E: 41 / 230 , Gen_loss: -0.35822383 MI_loss: 21.748293 Detection error: 0.009832561016082764 time: 9:15:35.289318
- B/E: 42 / 230 , Gen_loss: -0.36631837 MI_loss: 22.235514 Detection error: 0.009829223155975342 time: 9:15:36.185171
- B/E: 43 / 230 , Gen_loss: -0.3687869 MI_loss: 22.319275 Detection error: 0.00982743501663208 time: 9:15:37.067735
- B/E: 44 / 230 , Gen_loss: -0.365673 MI_loss: 22.346027 Detection error: 0.009844422340393066 time: 9:15:37.950359
- B/E: 45 / 230 , Gen_loss: -0.35680094 MI_loss: 21.681469 Detection error: 0.009858012199401855 time: 9:15:38.831241
- B/E: 46 / 230 , Gen_loss: -0.35105583 MI_loss: 21.320292 Detection error: 0.00986170768737793 time: 9:15:39.727007
- B/E: 47 / 230 , Gen_loss: -0.35746077 MI_loss: 21.638735 Detection error: 0.009860038757324219 time: 9:15:40.606183
- B/E: 48 / 230 , Gen_loss: -0.35707018 MI_loss: 21.750772 Detection error: 0.009877562522888184 time: 9:15:41.477348
- B/E: 49 / 230 , Gen_loss: -0.36164796 MI_loss: 22.033873 Detection error: 0.009881258010864258 time: 9:15:42.351451
- B/E: 50 / 230 , Gen_loss: -0.36566284 MI_loss: 22.299149 Detection error: 0.009889721870422363 time: 9:15:43.212555
- B/E: 51 / 230 , Gen_loss: -0.363685 MI_loss: 22.24748 Detection error: 0.009900212287902832 time: 9:15:44.081136
- B/E: 52 / 230 , Gen_loss: -0.37187517 MI_loss: 22.52522 Detection error: 0.009895026683807373 time: 9:15:44.985642
- B/E: 53 / 230 , Gen_loss: -0.37511316 MI_loss: 22.79208 Detection error: 0.009909749031066895 time: 9:15:45.806411
- B/E: 54 / 230 , Gen_loss: -0.3553427 MI_loss: 21.604893 Detection error: 0.00991135835647583 time: 9:15:46.656322
- B/E: 55 / 230 , Gen_loss: -0.34928536 MI_loss: 21.06919 Detection error: 0.00989621877670288 time: 9:15:47.528803
- B/E: 56 / 230 , Gen_loss: -0.36439398 MI_loss: 22.029106 Detection error: 0.009887635707855225 time: 9:15:48.404860
- B/E: 57 / 230 , Gen_loss: -0.36866373 MI_loss: 22.3076 Detection error: 0.009883105754852295 time: 9:15:49.278224
- B/E: 58 / 230 , Gen_loss: -0.3479986 MI_loss: 21.107178 Detection error: 0.009872376918792725 time: 9:15:50.149229
- B/E: 59 / 230 , Gen_loss: -0.3569423 MI_loss: 21.824202 Detection error: 0.009890079498291016 time: 9:15:51.018654
- B/E: 60 / 230 , Gen_loss: -0.35925186 MI_loss: 21.81205 Detection error: 0.009884238243103027 time: 9:15:51.898699
- B/E: 61 / 230 , Gen_loss: -0.34377274 MI_loss: 20.710886 Detection error: 0.009888112545013428 time: 9:15:52.750615
- B/E: 62 / 230 , Gen_loss: -0.3601839 MI_loss: 21.942886 Detection error: 0.009893357753753662 time: 9:15:53.523673
- B/E: 63 / 230 , Gen_loss: -0.35138586 MI_loss: 21.217295 Detection error: 0.009884297847747803 time: 9:15:54.501641
- B/E: 64 / 230 , Gen_loss: -0.36193976 MI_loss: 21.87666 Detection error: 0.009879827499389648 time: 9:15:55.400816
- B/E: 65 / 230 , Gen_loss: -0.36411905 MI_loss: 22.007736 Detection error: 0.009879708290100098 time: 9:15:56.289642
- B/E: 66 / 230 , Gen_loss: -0.37050024 MI_loss: 22.293344 Detection error: 0.009881079196929932 time: 9:15:57.185550
- B/E: 67 / 230 , Gen_loss: -0.35432354 MI_loss: 21.471767 Detection error: 0.009879112243652344 time: 9:15:58.104664
- B/E: 68 / 230 , Gen_loss: -0.3559617 MI_loss: 21.652203 Detection error: 0.009878158569335938 time: 9:15:59.000115
- B/E: 69 / 230 , Gen_loss: -0.35806116 MI_loss: 21.62479 Detection error: 0.009885728359222412 time: 9:15:59.893417
- B/E: 70 / 230 , Gen_loss: -0.35676116 MI_loss: 21.586473 Detection error: 0.009876787662506104 time: 9:16:00.795486
- B/E: 71 / 230 , Gen_loss: -0.3627221 MI_loss: 22.008606 Detection error: 0.0098801851272583 time: 9:16:01.691371
- B/E: 72 / 230 , Gen_loss: -0.36909312 MI_loss: 22.264036 Detection error: 0.009882688522338867 time: 9:16:02.585186
- B/E: 73 / 230 , Gen_loss: -0.35554478 MI_loss: 21.51128 Detection error: 0.009876251220703125 time: 9:16:03.485258
- B/E: 74 / 230 , Gen_loss: -0.36636811 MI_loss: 22.356224 Detection error: 0.009879589080810547 time: 9:16:04.389761
- B/E: 75 / 230 , Gen_loss: -0.3658674 MI_loss: 22.091455 Detection error: 0.009870469570159912 time: 9:16:05.228731
- B/E: 76 / 230 , Gen_loss: -0.36023125 MI_loss: 21.791162 Detection error: 0.009873390197753906 time: 9:16:06.115928
- B/E: 77 / 230 , Gen_loss: -0.36755162 MI_loss: 22.258287 Detection error: 0.009870171546936035 time: 9:16:07.018273
- B/E: 78 / 230 , Gen_loss: -0.3719019 MI_loss: 22.487108 Detection error: 0.009871840476989746 time: 9:16:07.921264
- B/E: 79 / 230 , Gen_loss: -0.36059776 MI_loss: 21.871227 Detection error: 0.00988006591796875 time: 9:16:08.852620
- B/E: 80 / 230 , Gen_loss: -0.36624426 MI_loss: 22.428192 Detection error: 0.009886205196380615 time: 9:16:09.643830
- B/E: 81 / 230 , Gen_loss: -0.36427978 MI_loss: 21.969261 Detection error: 0.00987386703491211 time: 9:16:10.433403
- B/E: 82 / 230 , Gen_loss: -0.36050877 MI_loss: 21.82299 Detection error: 0.00987088680267334 time: 9:16:11.217889
- B/E: 83 / 230 , Gen_loss: -0.36659947 MI_loss: 22.251406 Detection error: 0.009872376918792725 time: 9:16:12.150056
- B/E: 84 / 230 , Gen_loss: -0.3634966 MI_loss: 22.161896 Detection error: 0.00987023115158081 time: 9:16:12.970994
- B/E: 85 / 230 , Gen_loss: -0.3597623 MI_loss: 21.749722 Detection error: 0.009850680828094482 time: 9:16:13.856309
- B/E: 86 / 230 , Gen_loss: -0.35499814 MI_loss: 21.523464 Detection error: 0.009849131107330322 time: 9:16:14.751640
- B/E: 87 / 230 , Gen_loss: -0.36721557 MI_loss: 22.298656 Detection error: 0.009833812713623047 time: 9:16:15.653025
- B/E: 88 / 230 , Gen_loss: -0.3541231 MI_loss: 21.439865 Detection error: 0.009824812412261963 time: 9:16:16.553317
- B/E: 89 / 230 , Gen_loss: -0.3525073 MI_loss: 21.430508 Detection error: 0.009837865829467773 time: 9:16:17.450445
- B/E: 90 / 230 , Gen_loss: -0.36241657 MI_loss: 21.88054 Detection error: 0.00983583927154541 time: 9:16:18.350995
- B/E: 91 / 230 , Gen_loss: -0.36294374 MI_loss: 22.004827 Detection error: 0.009842753410339355 time: 9:16:19.251502
- B/E: 92 / 230 , Gen_loss: -0.35679123 MI_loss: 21.571156 Detection error: 0.009824931621551514 time: 9:16:20.149846
- B/E: 93 / 230 , Gen_loss: -0.35911515 MI_loss: 21.79542 Detection error: 0.009831130504608154 time: 9:16:21.047345
- B/E: 94 / 230 , Gen_loss: -0.35430583 MI_loss: 21.607609 Detection error: 0.009842455387115479 time: 9:16:21.982718
- B/E: 95 / 230 , Gen_loss: -0.368385 MI_loss: 22.43095 Detection error: 0.009846985340118408 time: 9:16:22.972889
- B/E: 96 / 230 , Gen_loss: -0.3546497 MI_loss: 21.4196 Detection error: 0.009843111038208008 time: 9:16:23.872534
- B/E: 97 / 230 , Gen_loss: -0.37289098 MI_loss: 22.60624 Detection error: 0.009839296340942383 time: 9:16:24.794862
- B/E: 98 / 230 , Gen_loss: -0.3549435 MI_loss: 21.656168 Detection error: 0.00982290506362915 time: 9:16:25.701054
- B/E: 99 / 230 , Gen_loss: -0.36690888 MI_loss: 22.221699 Detection error: 0.009825646877288818 time: 9:16:26.599187
- B/E: 100 / 230 , Gen_loss: -0.3683908 MI_loss: 22.408422 Detection error: 0.009826719760894775 time: 9:16:27.519422
- B/E: 101 / 230 , Gen_loss: -0.35793325 MI_loss: 21.787283 Detection error: 0.009831786155700684 time: 9:16:28.421814
- B/E: 102 / 230 , Gen_loss: -0.3646563 MI_loss: 22.069052 Detection error: 0.00983130931854248 time: 9:16:29.320553
- B/E: 103 / 230 , Gen_loss: -0.3571321 MI_loss: 21.547926 Detection error: 0.009829938411712646 time: 9:16:30.218828
- B/E: 104 / 230 , Gen_loss: -0.35811123 MI_loss: 21.6571 Detection error: 0.00983273983001709 time: 9:16:31.114944
- B/E: 105 / 230 , Gen_loss: -0.35947195 MI_loss: 21.94173 Detection error: 0.009830772876739502 time: 9:16:32.008936
- B/E: 106 / 230 , Gen_loss: -0.3561314 MI_loss: 21.506493 Detection error: 0.009830594062805176 time: 9:16:32.904997
- B/E: 107 / 230 , Gen_loss: -0.35814384 MI_loss: 21.769535 Detection error: 0.009829878807067871 time: 9:16:33.784689
- B/E: 108 / 230 , Gen_loss: -0.36202803 MI_loss: 22.119366 Detection error: 0.009836018085479736 time: 9:16:34.663751
- B/E: 109 / 230 , Gen_loss: -0.3651034 MI_loss: 22.0611 Detection error: 0.00983208417892456 time: 9:16:35.550592
- B/E: 110 / 230 , Gen_loss: -0.3626031 MI_loss: 21.89961 Detection error: 0.00982743501663208 time: 9:16:36.445643
- B/E: 111 / 230 , Gen_loss: -0.36468416 MI_loss: 22.157084 Detection error: 0.009822547435760498 time: 9:16:37.443498
- B/E: 112 / 230 , Gen_loss: -0.36536357 MI_loss: 22.099922 Detection error: 0.00982356071472168 time: 9:16:38.340473
- B/E: 113 / 230 , Gen_loss: -0.36477584 MI_loss: 22.208818 Detection error: 0.009829223155975342 time: 9:16:39.245704
- B/E: 114 / 230 , Gen_loss: -0.36374104 MI_loss: 22.068419 Detection error: 0.009833157062530518 time: 9:16:40.141296
- B/E: 115 / 230 , Gen_loss: -0.35279313 MI_loss: 21.237839 Detection error: 0.009828150272369385 time: 9:16:41.034924
- B/E: 116 / 230 , Gen_loss: -0.36084068 MI_loss: 21.95414 Detection error: 0.00982213020324707 time: 9:16:41.933738
- B/E: 117 / 230 , Gen_loss: -0.36121604 MI_loss: 22.028915 Detection error: 0.009824693202972412 time: 9:16:42.828644
- B/E: 118 / 230 , Gen_loss: -0.35633567 MI_loss: 21.385323 Detection error: 0.00981748104095459 time: 9:16:43.724562
- B/E: 119 / 230 , Gen_loss: -0.35782513 MI_loss: 21.627922 Detection error: 0.009816944599151611 time: 9:16:44.626741
- B/E: 120 / 230 , Gen_loss: -0.36475497 MI_loss: 22.22488 Detection error: 0.009817123413085938 time: 9:16:45.522941
- B/E: 121 / 230 , Gen_loss: -0.35417557 MI_loss: 21.719383 Detection error: 0.00981968641281128 time: 9:16:46.418483
- B/E: 122 / 230 , Gen_loss: -0.3662923 MI_loss: 22.173721 Detection error: 0.009812772274017334 time: 9:16:47.318084
- B/E: 123 / 230 , Gen_loss: -0.35411617 MI_loss: 21.382551 Detection error: 0.00980597734451294 time: 9:16:48.215871
- B/E: 124 / 230 , Gen_loss: -0.35597926 MI_loss: 21.557388 Detection error: 0.009808242321014404 time: 9:16:49.116206
- B/E: 125 / 230 , Gen_loss: -0.3634026 MI_loss: 22.056828 Detection error: 0.009807288646697998 time: 9:16:50.013965
- B/E: 126 / 230 , Gen_loss: -0.35895684 MI_loss: 21.944855 Detection error: 0.009816408157348633 time: 9:16:50.914039
- B/E: 127 / 230 , Gen_loss: -0.36223647 MI_loss: 21.822132 Detection error: 0.00981593132019043 time: 9:16:51.897287
- B/E: 128 / 230 , Gen_loss: -0.35885862 MI_loss: 21.834711 Detection error: 0.009820997714996338 time: 9:16:52.794634
- B/E: 129 / 230 , Gen_loss: -0.3565444 MI_loss: 21.733507 Detection error: 0.009827136993408203 time: 9:16:53.692963
- B/E: 130 / 230 , Gen_loss: -0.36246374 MI_loss: 21.947107 Detection error: 0.009830176830291748 time: 9:16:54.585622
- B/E: 131 / 230 , Gen_loss: -0.35879254 MI_loss: 21.652948 Detection error: 0.009836912155151367 time: 9:16:55.478643
- B/E: 132 / 230 , Gen_loss: -0.36068186 MI_loss: 21.779543 Detection error: 0.009834825992584229 time: 9:16:56.379934
- B/E: 133 / 230 , Gen_loss: -0.3604688 MI_loss: 21.79576 Detection error: 0.009834647178649902 time: 9:16:57.288205
- B/E: 134 / 230 , Gen_loss: -0.36104012 MI_loss: 22.064209 Detection error: 0.009846270084381104 time: 9:16:58.186929
- B/E: 135 / 230 , Gen_loss: -0.3765091 MI_loss: 22.710049 Detection error: 0.009844183921813965 time: 9:16:59.112872
- B/E: 136 / 230 , Gen_loss: -0.36054447 MI_loss: 21.737303 Detection error: 0.009847640991210938 time: 9:17:00.008065
- B/E: 137 / 230 , Gen_loss: -0.35963833 MI_loss: 21.76507 Detection error: 0.009848058223724365 time: 9:17:00.902198
- B/E: 138 / 230 , Gen_loss: -0.36185175 MI_loss: 21.867706 Detection error: 0.009853661060333252 time: 9:17:01.817982
- B/E: 139 / 230 , Gen_loss: -0.3686592 MI_loss: 22.414438 Detection error: 0.009862303733825684 time: 9:17:02.664114
- B/E: 140 / 230 , Gen_loss: -0.35506168 MI_loss: 21.406845 Detection error: 0.009856164455413818 time: 9:17:03.531796
- B/E: 141 / 230 , Gen_loss: -0.36236185 MI_loss: 21.811342 Detection error: 0.00985497236251831 time: 9:17:04.454016
- B/E: 142 / 230 , Gen_loss: -0.36705908 MI_loss: 22.283941 Detection error: 0.009853780269622803 time: 9:17:05.351807
- B/E: 143 / 230 , Gen_loss: -0.36064887 MI_loss: 21.788532 Detection error: 0.009848535060882568 time: 9:17:06.341558
- B/E: 144 / 230 , Gen_loss: -0.36356035 MI_loss: 22.123585 Detection error: 0.009864211082458496 time: 9:17:07.237523
- B/E: 145 / 230 , Gen_loss: -0.364887 MI_loss: 22.087765 Detection error: 0.009871602058410645 time: 9:17:08.135061
- B/E: 146 / 230 , Gen_loss: -0.35207817 MI_loss: 21.164888 Detection error: 0.00986778736114502 time: 9:17:09.029471
- B/E: 147 / 230 , Gen_loss: -0.36259723 MI_loss: 21.951223 Detection error: 0.009868443012237549 time: 9:17:09.925367
- B/E: 148 / 230 , Gen_loss: -0.36563596 MI_loss: 22.084032 Detection error: 0.009868264198303223 time: 9:17:10.820911
- B/E: 149 / 230 , Gen_loss: -0.3563213 MI_loss: 21.761421 Detection error: 0.009877681732177734 time: 9:17:11.706259
-
- Test Loss: 10.271283 Test Error: 0.01066666841506958
- -----
- EPOCH: 231
- B/E: 0 / 231 , Gen_loss: -0.3535741 MI_loss: 21.349077 Detection error: 0.010687470436096191 time: 9:17:13.719129
- B/E: 1 / 231 , Gen_loss: -0.34993595 MI_loss: 21.148174 Detection error: 0.010140597820281982 time: 9:17:48.193110
- B/E: 2 / 231 , Gen_loss: -0.3623974 MI_loss: 21.8083 Detection error: 0.009687483310699463 time: 9:17:49.131894
- B/E: 3 / 231 , Gen_loss: -0.37006927 MI_loss: 22.620827 Detection error: 0.009703099727630615 time: 9:17:50.039721
- B/E: 4 / 231 , Gen_loss: -0.34923714 MI_loss: 21.217339 Detection error: 0.009743750095367432 time: 9:17:50.876753
- B/E: 5 / 231 , Gen_loss: -0.3610071 MI_loss: 21.982595 Detection error: 0.009723961353302002 time: 9:17:51.781103
- B/E: 6 / 231 , Gen_loss: -0.36179623 MI_loss: 22.009375 Detection error: 0.009839296340942383 time: 9:17:52.554362
- B/E: 7 / 231 , Gen_loss: -0.36548957 MI_loss: 22.142601 Detection error: 0.00989454984664917 time: 9:17:53.329498
- B/E: 8 / 231 , Gen_loss: -0.3613936 MI_loss: 21.74113 Detection error: 0.009802103042602539 time: 9:17:54.098157
- B/E: 9 / 231 , Gen_loss: -0.35504833 MI_loss: 21.515545 Detection error: 0.009837508201599121 time: 9:17:54.878824
- B/E: 10 / 231 , Gen_loss: -0.36467868 MI_loss: 22.08308 Detection error: 0.009815335273742676 time: 9:17:55.651385
- B/E: 11 / 231 , Gen_loss: -0.36669463 MI_loss: 22.291008 Detection error: 0.009893238544464111 time: 9:17:56.428945
- B/E: 12 / 231 , Gen_loss: -0.36604372 MI_loss: 22.219156 Detection error: 0.009913444519042969 time: 9:17:57.201588
- B/E: 13 / 231 , Gen_loss: -0.35208973 MI_loss: 21.360542 Detection error: 0.009933054447174072 time: 9:17:57.993957
- B/E: 14 / 231 , Gen_loss: -0.36842573 MI_loss: 22.398153 Detection error: 0.00986248254776001 time: 9:17:58.852735
- B/E: 15 / 231 , Gen_loss: -0.36642 MI_loss: 22.210703 Detection error: 0.009892582893371582 time: 9:17:59.737074
- B/E: 16 / 231 , Gen_loss: -0.35835737 MI_loss: 21.654247 Detection error: 0.009880542755126953 time: 9:18:00.625468
- B/E: 17 / 231 , Gen_loss: -0.36586475 MI_loss: 22.170784 Detection error: 0.009836792945861816 time: 9:18:01.514141
- B/E: 18 / 231 , Gen_loss: -0.36324084 MI_loss: 22.053358 Detection error: 0.009800970554351807 time: 9:18:02.402884
- B/E: 19 / 231 , Gen_loss: -0.34938577 MI_loss: 21.26171 Detection error: 0.00980311632156372 time: 9:18:03.289845
- B/E: 20 / 231 , Gen_loss: -0.3574866 MI_loss: 21.66264 Detection error: 0.009833335876464844 time: 9:18:04.261305
- B/E: 21 / 231 , Gen_loss: -0.35765246 MI_loss: 21.639263 Detection error: 0.009829521179199219 time: 9:18:05.148262
- B/E: 22 / 231 , Gen_loss: -0.36966482 MI_loss: 22.367134 Detection error: 0.009816586971282959 time: 9:18:06.037208
- B/E: 23 / 231 , Gen_loss: -0.36380434 MI_loss: 21.968796 Detection error: 0.009817719459533691 time: 9:18:06.922019
- B/E: 24 / 231 , Gen_loss: -0.3682703 MI_loss: 22.282396 Detection error: 0.009833753108978271 time: 9:18:07.765291
- B/E: 25 / 231 , Gen_loss: -0.35218796 MI_loss: 21.348368 Detection error: 0.00985097885131836 time: 9:18:08.540326
- B/E: 26 / 231 , Gen_loss: -0.3413997 MI_loss: 20.770725 Detection error: 0.009908556938171387 time: 9:18:09.317636
- B/E: 27 / 231 , Gen_loss: -0.36349973 MI_loss: 22.095108 Detection error: 0.009902894496917725 time: 9:18:10.096056
- B/E: 28 / 231 , Gen_loss: -0.3653919 MI_loss: 22.009624 Detection error: 0.00991058349609375 time: 9:18:10.871903
- B/E: 29 / 231 , Gen_loss: -0.35894367 MI_loss: 21.851927 Detection error: 0.00991976261138916 time: 9:18:11.651810
- B/E: 30 / 231 , Gen_loss: -0.35672623 MI_loss: 21.509514 Detection error: 0.009892165660858154 time: 9:18:12.459881
- B/E: 31 / 231 , Gen_loss: -0.3615381 MI_loss: 21.819096 Detection error: 0.009868144989013672 time: 9:18:13.274533
- B/E: 32 / 231 , Gen_loss: -0.36069053 MI_loss: 21.961824 Detection error: 0.00986933708190918 time: 9:18:14.165148
- B/E: 33 / 231 , Gen_loss: -0.35706985 MI_loss: 21.50136 Detection error: 0.00984281301498413 time: 9:18:15.064900
- B/E: 34 / 231 , Gen_loss: -0.3529309 MI_loss: 21.429575 Detection error: 0.009848237037658691 time: 9:18:15.945964
- B/E: 35 / 231 , Gen_loss: -0.3520458 MI_loss: 21.354082 Detection error: 0.009832441806793213 time: 9:18:16.830045
- B/E: 36 / 231 , Gen_loss: -0.36176577 MI_loss: 21.895494 Detection error: 0.009848833084106445 time: 9:18:17.810409
- B/E: 37 / 231 , Gen_loss: -0.36100566 MI_loss: 21.90074 Detection error: 0.009837985038757324 time: 9:18:18.698008
- B/E: 38 / 231 , Gen_loss: -0.3544135 MI_loss: 21.480919 Detection error: 0.009848535060882568 time: 9:18:19.580545
- B/E: 39 / 231 , Gen_loss: -0.35870257 MI_loss: 21.569544 Detection error: 0.009830474853515625 time: 9:18:20.463499
- B/E: 40 / 231 , Gen_loss: -0.363153 MI_loss: 21.982925 Detection error: 0.009829282760620117 time: 9:18:21.350623
- B/E: 41 / 231 , Gen_loss: -0.3551752 MI_loss: 21.52794 Detection error: 0.00982964038848877 time: 9:18:22.233274
- B/E: 42 / 231 , Gen_loss: -0.36038163 MI_loss: 21.855593 Detection error: 0.009822666645050049 time: 9:18:23.117481
- B/E: 43 / 231 , Gen_loss: -0.3630277 MI_loss: 21.794777 Detection error: 0.009820997714996338 time: 9:18:24.005137
- B/E: 44 / 231 , Gen_loss: -0.36383152 MI_loss: 22.16123 Detection error: 0.009824991226196289 time: 9:18:24.888949
- B/E: 45 / 231 , Gen_loss: -0.3623567 MI_loss: 21.84257 Detection error: 0.00984036922454834 time: 9:18:25.769095
- B/E: 46 / 231 , Gen_loss: -0.35084507 MI_loss: 21.1644 Detection error: 0.009851038455963135 time: 9:18:26.658581
- B/E: 47 / 231 , Gen_loss: -0.36339167 MI_loss: 22.010174 Detection error: 0.009847640991210938 time: 9:18:27.544438
- B/E: 48 / 231 , Gen_loss: -0.3572299 MI_loss: 21.86743 Detection error: 0.009862244129180908 time: 9:18:28.433127
- B/E: 49 / 231 , Gen_loss: -0.35543394 MI_loss: 21.50696 Detection error: 0.009873151779174805 time: 9:18:29.258445
- B/E: 50 / 231 , Gen_loss: -0.3513995 MI_loss: 21.370314 Detection error: 0.009881138801574707 time: 9:18:30.059266
- B/E: 51 / 231 , Gen_loss: -0.36049414 MI_loss: 21.88919 Detection error: 0.009889423847198486 time: 9:18:30.928720
- B/E: 52 / 231 , Gen_loss: -0.36419338 MI_loss: 22.125942 Detection error: 0.009885013103485107 time: 9:18:31.896099
- B/E: 53 / 231 , Gen_loss: -0.36290807 MI_loss: 21.98756 Detection error: 0.00989466905593872 time: 9:18:32.780964
- B/E: 54 / 231 , Gen_loss: -0.3575187 MI_loss: 21.73264 Detection error: 0.009890317916870117 time: 9:18:33.668331
- B/E: 55 / 231 , Gen_loss: -0.3607588 MI_loss: 21.89817 Detection error: 0.009885072708129883 time: 9:18:34.552730
- B/E: 56 / 231 , Gen_loss: -0.3604474 MI_loss: 21.865326 Detection error: 0.009870588779449463 time: 9:18:35.433000
- B/E: 57 / 231 , Gen_loss: -0.36041877 MI_loss: 21.808828 Detection error: 0.009865283966064453 time: 9:18:36.315454
- B/E: 58 / 231 , Gen_loss: -0.35366386 MI_loss: 21.331188 Detection error: 0.009850084781646729 time: 9:18:37.200003
- B/E: 59 / 231 , Gen_loss: -0.3603871 MI_loss: 21.83636 Detection error: 0.009871363639831543 time: 9:18:38.088626
- B/E: 60 / 231 , Gen_loss: -0.36193854 MI_loss: 21.951115 Detection error: 0.009879112243652344 time: 9:18:38.973802
- B/E: 61 / 231 , Gen_loss: -0.34965765 MI_loss: 21.13545 Detection error: 0.009866416454315186 time: 9:18:39.862219
- B/E: 62 / 231 , Gen_loss: -0.36787915 MI_loss: 22.348408 Detection error: 0.009875476360321045 time: 9:18:40.749606
- B/E: 63 / 231 , Gen_loss: -0.35473233 MI_loss: 21.421799 Detection error: 0.009870588779449463 time: 9:18:41.635865
- B/E: 64 / 231 , Gen_loss: -0.36453718 MI_loss: 22.137796 Detection error: 0.009870648384094238 time: 9:18:42.520082
- B/E: 65 / 231 , Gen_loss: -0.35174507 MI_loss: 21.164448 Detection error: 0.00987309217453003 time: 9:18:43.404316
- B/E: 66 / 231 , Gen_loss: -0.36457935 MI_loss: 22.148584 Detection error: 0.009876370429992676 time: 9:18:44.292095
- B/E: 67 / 231 , Gen_loss: -0.3746079 MI_loss: 22.614717 Detection error: 0.009865820407867432 time: 9:18:45.172961
- B/E: 68 / 231 , Gen_loss: -0.35357758 MI_loss: 21.51869 Detection error: 0.009865939617156982 time: 9:18:46.146125
- B/E: 69 / 231 , Gen_loss: -0.36312518 MI_loss: 21.987896 Detection error: 0.009874582290649414 time: 9:18:47.038095
- B/E: 70 / 231 , Gen_loss: -0.3635811 MI_loss: 21.957306 Detection error: 0.00987541675567627 time: 9:18:47.923235
- B/E: 71 / 231 , Gen_loss: -0.35999334 MI_loss: 21.930359 Detection error: 0.0098763108253479 time: 9:18:48.801296
- B/E: 72 / 231 , Gen_loss: -0.3708836 MI_loss: 22.550545 Detection error: 0.00987541675567627 time: 9:18:49.715149
- B/E: 73 / 231 , Gen_loss: -0.36570275 MI_loss: 22.090408 Detection error: 0.009872019290924072 time: 9:18:50.600489
- B/E: 74 / 231 , Gen_loss: -0.3592387 MI_loss: 21.849468 Detection error: 0.00987166166305542 time: 9:18:51.487042
- B/E: 75 / 231 , Gen_loss: -0.35581797 MI_loss: 21.581285 Detection error: 0.009865939617156982 time: 9:18:52.387901
- B/E: 76 / 231 , Gen_loss: -0.34936252 MI_loss: 21.152927 Detection error: 0.009867668151855469 time: 9:18:53.275287
- B/E: 77 / 231 , Gen_loss: -0.35541046 MI_loss: 21.474041 Detection error: 0.009867370128631592 time: 9:18:54.160260
- B/E: 78 / 231 , Gen_loss: -0.37108505 MI_loss: 22.366076 Detection error: 0.009861528873443604 time: 9:18:55.043042
- B/E: 79 / 231 , Gen_loss: -0.3554472 MI_loss: 21.461489 Detection error: 0.009873807430267334 time: 9:18:55.929287
- B/E: 80 / 231 , Gen_loss: -0.35154513 MI_loss: 21.271843 Detection error: 0.009883880615234375 time: 9:18:56.818572
- B/E: 81 / 231 , Gen_loss: -0.3551325 MI_loss: 21.439106 Detection error: 0.009871959686279297 time: 9:18:57.706591
- B/E: 82 / 231 , Gen_loss: -0.36305857 MI_loss: 21.923159 Detection error: 0.00987309217453003 time: 9:18:58.589721
- B/E: 83 / 231 , Gen_loss: -0.36061653 MI_loss: 21.728739 Detection error: 0.009867548942565918 time: 9:18:59.469781
- B/E: 84 / 231 , Gen_loss: -0.35678548 MI_loss: 21.614307 Detection error: 0.00987166166305542 time: 9:19:00.448624
- B/E: 85 / 231 , Gen_loss: -0.35574323 MI_loss: 21.535215 Detection error: 0.009849190711975098 time: 9:19:01.332157
- B/E: 86 / 231 , Gen_loss: -0.35582304 MI_loss: 21.47195 Detection error: 0.00984877347946167 time: 9:19:02.239117
- B/E: 87 / 231 , Gen_loss: -0.3631902 MI_loss: 21.966469 Detection error: 0.009839117527008057 time: 9:19:03.125241
- B/E: 88 / 231 , Gen_loss: -0.35173854 MI_loss: 21.300137 Detection error: 0.009826898574829102 time: 9:19:04.023775
- B/E: 89 / 231 , Gen_loss: -0.35693422 MI_loss: 21.70039 Detection error: 0.009837150573730469 time: 9:19:04.922484
- B/E: 90 / 231 , Gen_loss: -0.35554424 MI_loss: 21.518248 Detection error: 0.009842395782470703 time: 9:19:05.805119
- B/E: 91 / 231 , Gen_loss: -0.3499104 MI_loss: 21.389202 Detection error: 0.00984102487564087 time: 9:19:06.688486
- B/E: 92 / 231 , Gen_loss: -0.35377598 MI_loss: 21.506784 Detection error: 0.009830951690673828 time: 9:19:07.583851
- B/E: 93 / 231 , Gen_loss: -0.35997328 MI_loss: 21.851053 Detection error: 0.009832143783569336 time: 9:19:08.469073
- B/E: 94 / 231 , Gen_loss: -0.35234585 MI_loss: 21.287224 Detection error: 0.009845733642578125 time: 9:19:09.352241
- B/E: 95 / 231 , Gen_loss: -0.36361548 MI_loss: 21.974566 Detection error: 0.009847640991210938 time: 9:19:10.241291
- B/E: 96 / 231 , Gen_loss: -0.3588475 MI_loss: 21.76233 Detection error: 0.009848237037658691 time: 9:19:11.128366
- B/E: 97 / 231 , Gen_loss: -0.3571569 MI_loss: 21.664286 Detection error: 0.009839296340942383 time: 9:19:12.010636
- B/E: 98 / 231 , Gen_loss: -0.35837942 MI_loss: 21.693316 Detection error: 0.009829223155975342 time: 9:19:12.832464
- B/E: 99 / 231 , Gen_loss: -0.36331037 MI_loss: 21.884235 Detection error: 0.009820342063903809 time: 9:19:13.648697
- B/E: 100 / 231 , Gen_loss: -0.36662737 MI_loss: 22.277948 Detection error: 0.009825825691223145 time: 9:19:14.629135
- B/E: 101 / 231 , Gen_loss: -0.3684489 MI_loss: 22.444908 Detection error: 0.00983363389968872 time: 9:19:15.517185
- B/E: 102 / 231 , Gen_loss: -0.3514986 MI_loss: 21.407852 Detection error: 0.009832501411437988 time: 9:19:16.355808
- B/E: 103 / 231 , Gen_loss: -0.36416072 MI_loss: 21.957796 Detection error: 0.009826898574829102 time: 9:19:17.155539
- B/E: 104 / 231 , Gen_loss: -0.35482067 MI_loss: 21.425495 Detection error: 0.009827375411987305 time: 9:19:18.048609
- B/E: 105 / 231 , Gen_loss: -0.3580763 MI_loss: 21.861814 Detection error: 0.00982898473739624 time: 9:19:18.937214
- B/E: 106 / 231 , Gen_loss: -0.36679113 MI_loss: 22.15734 Detection error: 0.009828567504882812 time: 9:19:19.823090
- B/E: 107 / 231 , Gen_loss: -0.35649166 MI_loss: 21.638744 Detection error: 0.00983273983001709 time: 9:19:20.707215
- B/E: 108 / 231 , Gen_loss: -0.35310957 MI_loss: 21.53104 Detection error: 0.009830832481384277 time: 9:19:21.592967
- B/E: 109 / 231 , Gen_loss: -0.3665695 MI_loss: 22.222744 Detection error: 0.00982898473739624 time: 9:19:22.478113
- B/E: 110 / 231 , Gen_loss: -0.35218462 MI_loss: 21.344051 Detection error: 0.009820103645324707 time: 9:19:23.362431
- B/E: 111 / 231 , Gen_loss: -0.35718712 MI_loss: 21.625362 Detection error: 0.009821414947509766 time: 9:19:24.251680
- B/E: 112 / 231 , Gen_loss: -0.37259084 MI_loss: 22.66086 Detection error: 0.009819984436035156 time: 9:19:25.142041
- B/E: 113 / 231 , Gen_loss: -0.35731277 MI_loss: 21.76427 Detection error: 0.009832799434661865 time: 9:19:26.024619
- B/E: 114 / 231 , Gen_loss: -0.35583407 MI_loss: 21.615067 Detection error: 0.009827196598052979 time: 9:19:26.907218
- B/E: 115 / 231 , Gen_loss: -0.3580696 MI_loss: 21.573156 Detection error: 0.009820342063903809 time: 9:19:27.828247
- B/E: 116 / 231 , Gen_loss: -0.35192722 MI_loss: 21.445862 Detection error: 0.009821295738220215 time: 9:19:28.793183
- B/E: 117 / 231 , Gen_loss: -0.35612977 MI_loss: 21.744188 Detection error: 0.009824693202972412 time: 9:19:29.631207
- B/E: 118 / 231 , Gen_loss: -0.35396636 MI_loss: 21.258118 Detection error: 0.009819865226745605 time: 9:19:30.427811
- B/E: 119 / 231 , Gen_loss: -0.35751277 MI_loss: 21.64414 Detection error: 0.009815633296966553 time: 9:19:31.202712
- B/E: 120 / 231 , Gen_loss: -0.3542821 MI_loss: 21.566187 Detection error: 0.009811699390411377 time: 9:19:32.101856
- B/E: 121 / 231 , Gen_loss: -0.34924233 MI_loss: 21.179314 Detection error: 0.009817898273468018 time: 9:19:32.984889
- B/E: 122 / 231 , Gen_loss: -0.36546656 MI_loss: 22.014135 Detection error: 0.009811222553253174 time: 9:19:33.878125
- B/E: 123 / 231 , Gen_loss: -0.3555712 MI_loss: 21.451794 Detection error: 0.00980442762374878 time: 9:19:34.763982
- B/E: 124 / 231 , Gen_loss: -0.35389325 MI_loss: 21.453762 Detection error: 0.00980377197265625 time: 9:19:35.645806
- B/E: 125 / 231 , Gen_loss: -0.35443777 MI_loss: 21.444063 Detection error: 0.009804069995880127 time: 9:19:36.536768
- B/E: 126 / 231 , Gen_loss: -0.35379678 MI_loss: 21.551594 Detection error: 0.009812235832214355 time: 9:19:37.422886
- B/E: 127 / 231 , Gen_loss: -0.34894955 MI_loss: 21.201239 Detection error: 0.009814202785491943 time: 9:19:38.303505
- B/E: 128 / 231 , Gen_loss: -0.36665288 MI_loss: 22.349693 Detection error: 0.009819507598876953 time: 9:19:39.188393
- B/E: 129 / 231 , Gen_loss: -0.35707456 MI_loss: 21.603638 Detection error: 0.009823322296142578 time: 9:19:40.077309
- B/E: 130 / 231 , Gen_loss: -0.3713075 MI_loss: 22.398798 Detection error: 0.009828507900238037 time: 9:19:40.966377
- B/E: 131 / 231 , Gen_loss: -0.3654527 MI_loss: 22.110435 Detection error: 0.009837329387664795 time: 9:19:41.852897
- B/E: 132 / 231 , Gen_loss: -0.37214527 MI_loss: 22.518127 Detection error: 0.009830117225646973 time: 9:19:42.783046
- B/E: 133 / 231 , Gen_loss: -0.35845366 MI_loss: 21.679287 Detection error: 0.009833276271820068 time: 9:19:43.554898
- B/E: 134 / 231 , Gen_loss: -0.3585677 MI_loss: 21.92937 Detection error: 0.009840965270996094 time: 9:19:44.434997
- B/E: 135 / 231 , Gen_loss: -0.3581246 MI_loss: 21.705673 Detection error: 0.009841680526733398 time: 9:19:45.322257
- B/E: 136 / 231 , Gen_loss: -0.3637119 MI_loss: 22.070955 Detection error: 0.009844005107879639 time: 9:19:46.208025
- B/E: 137 / 231 , Gen_loss: -0.36912775 MI_loss: 22.302496 Detection error: 0.009846687316894531 time: 9:19:47.053729
- B/E: 138 / 231 , Gen_loss: -0.3539183 MI_loss: 21.51251 Detection error: 0.009849369525909424 time: 9:19:47.888504
- B/E: 139 / 231 , Gen_loss: -0.3630379 MI_loss: 21.93946 Detection error: 0.009853363037109375 time: 9:19:48.791757
- B/E: 140 / 231 , Gen_loss: -0.36238295 MI_loss: 22.090597 Detection error: 0.009855926036834717 time: 9:19:49.685344
- B/E: 141 / 231 , Gen_loss: -0.36153692 MI_loss: 21.768517 Detection error: 0.009852349758148193 time: 9:19:50.498860
- B/E: 142 / 231 , Gen_loss: -0.3539244 MI_loss: 21.40146 Detection error: 0.009850740432739258 time: 9:19:51.297754
- B/E: 143 / 231 , Gen_loss: -0.36252302 MI_loss: 21.926954 Detection error: 0.009850502014160156 time: 9:19:52.071484
- B/E: 144 / 231 , Gen_loss: -0.35526264 MI_loss: 21.590311 Detection error: 0.009862303733825684 time: 9:19:52.845277
- B/E: 145 / 231 , Gen_loss: -0.359087 MI_loss: 21.674566 Detection error: 0.00986325740814209 time: 9:19:53.742172
- B/E: 146 / 231 , Gen_loss: -0.35901466 MI_loss: 21.741358 Detection error: 0.009867966175079346 time: 9:19:54.627997
- B/E: 147 / 231 , Gen_loss: -0.35868025 MI_loss: 21.58278 Detection error: 0.009866952896118164 time: 9:19:55.513789
- B/E: 148 / 231 , Gen_loss: -0.36873296 MI_loss: 22.323175 Detection error: 0.009869992733001709 time: 9:19:56.511181
- B/E: 149 / 231 , Gen_loss: -0.36149344 MI_loss: 22.024986 Detection error: 0.00987708568572998 time: 9:19:57.394943
-
- Test Loss: 10.274614 Test Error: 0.010641694068908691
- -----
- EPOCH: 232
- B/E: 0 / 232 , Gen_loss: -0.36391225 MI_loss: 21.94343 Detection error: 0.010187506675720215 time: 9:19:59.412776
- B/E: 1 / 232 , Gen_loss: -0.34326047 MI_loss: 20.783314 Detection error: 0.010093748569488525 time: 9:20:33.434882
- B/E: 2 / 232 , Gen_loss: -0.36389422 MI_loss: 22.149986 Detection error: 0.009874999523162842 time: 9:20:34.238154
- B/E: 3 / 232 , Gen_loss: -0.35304755 MI_loss: 21.396002 Detection error: 0.009710907936096191 time: 9:20:35.011970
- B/E: 4 / 232 , Gen_loss: -0.37211993 MI_loss: 22.614437 Detection error: 0.009700000286102295 time: 9:20:35.833925
- B/E: 5 / 232 , Gen_loss: -0.35834584 MI_loss: 21.820679 Detection error: 0.009781241416931152 time: 9:20:36.734713
- B/E: 6 / 232 , Gen_loss: -0.36982605 MI_loss: 22.494957 Detection error: 0.009816944599151611 time: 9:20:37.622558
- B/E: 7 / 232 , Gen_loss: -0.3500392 MI_loss: 21.188984 Detection error: 0.009882807731628418 time: 9:20:38.507230
- B/E: 8 / 232 , Gen_loss: -0.35677782 MI_loss: 21.428297 Detection error: 0.00987154245376587 time: 9:20:39.346143
- B/E: 9 / 232 , Gen_loss: -0.35611033 MI_loss: 21.64857 Detection error: 0.009809374809265137 time: 9:20:40.187271
- B/E: 10 / 232 , Gen_loss: -0.35787925 MI_loss: 21.680546 Detection error: 0.009835243225097656 time: 9:20:41.110827
- B/E: 11 / 232 , Gen_loss: -0.35040942 MI_loss: 21.254023 Detection error: 0.009864568710327148 time: 9:20:41.881546
- B/E: 12 / 232 , Gen_loss: -0.35806876 MI_loss: 21.739985 Detection error: 0.009930312633514404 time: 9:20:42.787652
- B/E: 13 / 232 , Gen_loss: -0.35913643 MI_loss: 21.764538 Detection error: 0.0099107027053833 time: 9:20:43.693804
- B/E: 14 / 232 , Gen_loss: -0.35505614 MI_loss: 21.403547 Detection error: 0.009891688823699951 time: 9:20:44.584511
- B/E: 15 / 232 , Gen_loss: -0.36515704 MI_loss: 22.11542 Detection error: 0.009923815727233887 time: 9:20:45.466130
- B/E: 16 / 232 , Gen_loss: -0.36015636 MI_loss: 21.846687 Detection error: 0.009884178638458252 time: 9:20:46.352975
- B/E: 17 / 232 , Gen_loss: -0.35255876 MI_loss: 21.42606 Detection error: 0.009866297245025635 time: 9:20:47.239238
- B/E: 18 / 232 , Gen_loss: -0.3567866 MI_loss: 21.607294 Detection error: 0.009802639484405518 time: 9:20:48.123539
- B/E: 19 / 232 , Gen_loss: -0.35361847 MI_loss: 21.537235 Detection error: 0.009823441505432129 time: 9:20:49.006991
- B/E: 20 / 232 , Gen_loss: -0.35941145 MI_loss: 21.767155 Detection error: 0.009840786457061768 time: 9:20:49.905567
- B/E: 21 / 232 , Gen_loss: -0.35241586 MI_loss: 21.323786 Detection error: 0.009845197200775146 time: 9:20:50.791837
- B/E: 22 / 232 , Gen_loss: -0.3749197 MI_loss: 22.57057 Detection error: 0.009843766689300537 time: 9:20:51.677150
- B/E: 23 / 232 , Gen_loss: -0.36114106 MI_loss: 21.623043 Detection error: 0.009828150272369385 time: 9:20:52.551249
- B/E: 24 / 232 , Gen_loss: -0.36391062 MI_loss: 22.1203 Detection error: 0.009836256504058838 time: 9:20:53.425036
- B/E: 25 / 232 , Gen_loss: -0.35043934 MI_loss: 21.096329 Detection error: 0.009854555130004883 time: 9:20:54.406914
- B/E: 26 / 232 , Gen_loss: -0.36391905 MI_loss: 22.21388 Detection error: 0.009902775287628174 time: 9:20:55.303367
- B/E: 27 / 232 , Gen_loss: -0.3659928 MI_loss: 22.272432 Detection error: 0.009908497333526611 time: 9:20:56.189408
- B/E: 28 / 232 , Gen_loss: -0.36008558 MI_loss: 21.791533 Detection error: 0.00989764928817749 time: 9:20:57.075540
- B/E: 29 / 232 , Gen_loss: -0.35373756 MI_loss: 21.377167 Detection error: 0.009908318519592285 time: 9:20:57.965626
- B/E: 30 / 232 , Gen_loss: -0.35322693 MI_loss: 21.278059 Detection error: 0.00989919900894165 time: 9:20:58.856891
- B/E: 31 / 232 , Gen_loss: -0.35333 MI_loss: 21.362978 Detection error: 0.009884774684906006 time: 9:20:59.740034
- B/E: 32 / 232 , Gen_loss: -0.3613106 MI_loss: 21.956667 Detection error: 0.009878814220428467 time: 9:21:00.647362
- B/E: 33 / 232 , Gen_loss: -0.35182944 MI_loss: 21.396738 Detection error: 0.009852945804595947 time: 9:21:01.529514
- B/E: 34 / 232 , Gen_loss: -0.3568365 MI_loss: 21.635717 Detection error: 0.009858012199401855 time: 9:21:02.430195
- B/E: 35 / 232 , Gen_loss: -0.3602215 MI_loss: 21.735056 Detection error: 0.009844601154327393 time: 9:21:03.324704
- B/E: 36 / 232 , Gen_loss: -0.36227682 MI_loss: 21.867512 Detection error: 0.009853065013885498 time: 9:21:04.224169
- B/E: 37 / 232 , Gen_loss: -0.35965902 MI_loss: 21.87279 Detection error: 0.00984126329421997 time: 9:21:05.111249
- B/E: 38 / 232 , Gen_loss: -0.36191386 MI_loss: 21.866884 Detection error: 0.009862184524536133 time: 9:21:05.996511
- B/E: 39 / 232 , Gen_loss: -0.36243147 MI_loss: 21.744862 Detection error: 0.009839832782745361 time: 9:21:06.885062
- B/E: 40 / 232 , Gen_loss: -0.35413224 MI_loss: 21.544441 Detection error: 0.009846806526184082 time: 9:21:07.777735
- B/E: 41 / 232 , Gen_loss: -0.36043832 MI_loss: 21.940786 Detection error: 0.009833335876464844 time: 9:21:08.749961
- B/E: 42 / 232 , Gen_loss: -0.36466557 MI_loss: 22.125319 Detection error: 0.009826302528381348 time: 9:21:09.639061
- B/E: 43 / 232 , Gen_loss: -0.37024996 MI_loss: 22.485939 Detection error: 0.009825289249420166 time: 9:21:10.523298
- B/E: 44 / 232 , Gen_loss: -0.36090094 MI_loss: 22.166998 Detection error: 0.009845852851867676 time: 9:21:11.413319
- B/E: 45 / 232 , Gen_loss: -0.36203596 MI_loss: 21.999435 Detection error: 0.00985938310623169 time: 9:21:12.304123
- B/E: 46 / 232 , Gen_loss: -0.35424814 MI_loss: 21.6104 Detection error: 0.009863674640655518 time: 9:21:13.189220
- B/E: 47 / 232 , Gen_loss: -0.35815123 MI_loss: 21.647015 Detection error: 0.009857416152954102 time: 9:21:14.072410
- B/E: 48 / 232 , Gen_loss: -0.35100088 MI_loss: 21.268024 Detection error: 0.009874999523162842 time: 9:21:14.981903
- B/E: 49 / 232 , Gen_loss: -0.35602382 MI_loss: 21.525452 Detection error: 0.009872496128082275 time: 9:21:15.865236
- B/E: 50 / 232 , Gen_loss: -0.35815963 MI_loss: 21.835445 Detection error: 0.009878695011138916 time: 9:21:16.674108
- B/E: 51 / 232 , Gen_loss: -0.35389453 MI_loss: 21.534122 Detection error: 0.00989300012588501 time: 9:21:17.446503
- B/E: 52 / 232 , Gen_loss: -0.36260647 MI_loss: 21.842382 Detection error: 0.009887993335723877 time: 9:21:18.250788
- B/E: 53 / 232 , Gen_loss: -0.3701536 MI_loss: 22.329706 Detection error: 0.009899318218231201 time: 9:21:19.074977
- B/E: 54 / 232 , Gen_loss: -0.35884583 MI_loss: 21.91138 Detection error: 0.009908497333526611 time: 9:21:19.950102
- B/E: 55 / 232 , Gen_loss: -0.35779393 MI_loss: 21.545612 Detection error: 0.009888947010040283 time: 9:21:20.858870
- B/E: 56 / 232 , Gen_loss: -0.36627382 MI_loss: 22.170353 Detection error: 0.009878814220428467 time: 9:21:21.746853
- B/E: 57 / 232 , Gen_loss: -0.3630532 MI_loss: 21.874664 Detection error: 0.009865820407867432 time: 9:21:22.731657
- B/E: 58 / 232 , Gen_loss: -0.35896274 MI_loss: 21.735432 Detection error: 0.009867072105407715 time: 9:21:23.623164
- B/E: 59 / 232 , Gen_loss: -0.35486475 MI_loss: 21.502213 Detection error: 0.00988227128982544 time: 9:21:24.529690
- B/E: 60 / 232 , Gen_loss: -0.36663783 MI_loss: 22.126074 Detection error: 0.009874999523162842 time: 9:21:25.414906
- B/E: 61 / 232 , Gen_loss: -0.35185966 MI_loss: 21.388054 Detection error: 0.009879052639007568 time: 9:21:26.303290
- B/E: 62 / 232 , Gen_loss: -0.36469057 MI_loss: 22.262794 Detection error: 0.009886384010314941 time: 9:21:27.195749
- B/E: 63 / 232 , Gen_loss: -0.35281032 MI_loss: 21.476564 Detection error: 0.009879887104034424 time: 9:21:28.080609
- B/E: 64 / 232 , Gen_loss: -0.35849652 MI_loss: 21.81474 Detection error: 0.009881258010864258 time: 9:21:28.966377
- B/E: 65 / 232 , Gen_loss: -0.36304876 MI_loss: 22.010937 Detection error: 0.009879708290100098 time: 9:21:29.852887
- B/E: 66 / 232 , Gen_loss: -0.35641113 MI_loss: 21.590971 Detection error: 0.009880602359771729 time: 9:21:30.740582
- B/E: 67 / 232 , Gen_loss: -0.3654265 MI_loss: 22.12014 Detection error: 0.009868085384368896 time: 9:21:31.624370
- B/E: 68 / 232 , Gen_loss: -0.35341573 MI_loss: 21.542715 Detection error: 0.00987321138381958 time: 9:21:32.511873
- B/E: 69 / 232 , Gen_loss: -0.36037248 MI_loss: 21.811745 Detection error: 0.009881258010864258 time: 9:21:33.397378
- B/E: 70 / 232 , Gen_loss: -0.36463383 MI_loss: 21.990232 Detection error: 0.009877204895019531 time: 9:21:34.299186
- B/E: 71 / 232 , Gen_loss: -0.3482221 MI_loss: 21.193655 Detection error: 0.009881079196929932 time: 9:21:35.192328
- B/E: 72 / 232 , Gen_loss: -0.36454532 MI_loss: 22.195457 Detection error: 0.00987541675567627 time: 9:21:36.085711
- B/E: 73 / 232 , Gen_loss: -0.35801142 MI_loss: 21.723394 Detection error: 0.0098724365234375 time: 9:21:37.052267
- B/E: 74 / 232 , Gen_loss: -0.35681817 MI_loss: 21.689743 Detection error: 0.009873747825622559 time: 9:21:37.939926
- B/E: 75 / 232 , Gen_loss: -0.3600169 MI_loss: 21.872158 Detection error: 0.009868443012237549 time: 9:21:38.790088
- B/E: 76 / 232 , Gen_loss: -0.3594162 MI_loss: 21.731855 Detection error: 0.00987255573272705 time: 9:21:39.627554
- B/E: 77 / 232 , Gen_loss: -0.35753343 MI_loss: 21.604454 Detection error: 0.009874999523162842 time: 9:21:40.520063
- B/E: 78 / 232 , Gen_loss: -0.3648621 MI_loss: 22.054342 Detection error: 0.009865522384643555 time: 9:21:41.348521
- B/E: 79 / 232 , Gen_loss: -0.36084872 MI_loss: 22.065285 Detection error: 0.009874999523162842 time: 9:21:42.150611
- B/E: 80 / 232 , Gen_loss: -0.35313663 MI_loss: 21.341648 Detection error: 0.009881556034088135 time: 9:21:42.918779
- B/E: 81 / 232 , Gen_loss: -0.36010182 MI_loss: 21.69617 Detection error: 0.009873449802398682 time: 9:21:43.804931
- B/E: 82 / 232 , Gen_loss: -0.36421564 MI_loss: 22.085018 Detection error: 0.009870469570159912 time: 9:21:44.619308
- B/E: 83 / 232 , Gen_loss: -0.37169138 MI_loss: 22.491446 Detection error: 0.009876847267150879 time: 9:21:45.410784
- B/E: 84 / 232 , Gen_loss: -0.35414916 MI_loss: 21.44159 Detection error: 0.00987464189529419 time: 9:21:46.276357
- B/E: 85 / 232 , Gen_loss: -0.3627689 MI_loss: 21.701979 Detection error: 0.009851396083831787 time: 9:21:47.164060
- B/E: 86 / 232 , Gen_loss: -0.3557466 MI_loss: 21.499062 Detection error: 0.009853065013885498 time: 9:21:48.046573
- B/E: 87 / 232 , Gen_loss: -0.35672727 MI_loss: 21.488632 Detection error: 0.009839117527008057 time: 9:21:48.930996
- B/E: 88 / 232 , Gen_loss: -0.36454225 MI_loss: 22.126461 Detection error: 0.009831786155700684 time: 9:21:49.752371
- B/E: 89 / 232 , Gen_loss: -0.35639358 MI_loss: 21.606337 Detection error: 0.009841322898864746 time: 9:21:50.601407
- B/E: 90 / 232 , Gen_loss: -0.36424896 MI_loss: 22.104534 Detection error: 0.009845137596130371 time: 9:21:51.468359
- B/E: 91 / 232 , Gen_loss: -0.3568362 MI_loss: 21.67592 Detection error: 0.009848833084106445 time: 9:21:52.350623
- B/E: 92 / 232 , Gen_loss: -0.3516715 MI_loss: 21.24904 Detection error: 0.009834349155426025 time: 9:21:53.237172
- B/E: 93 / 232 , Gen_loss: -0.35223514 MI_loss: 21.528927 Detection error: 0.009835124015808105 time: 9:21:54.117720
- B/E: 94 / 232 , Gen_loss: -0.3634599 MI_loss: 22.024218 Detection error: 0.009849369525909424 time: 9:21:55.004391
- B/E: 95 / 232 , Gen_loss: -0.35555023 MI_loss: 21.554111 Detection error: 0.009854793548583984 time: 9:21:55.918151
- B/E: 96 / 232 , Gen_loss: -0.37263778 MI_loss: 22.621346 Detection error: 0.009855031967163086 time: 9:21:56.802169
- B/E: 97 / 232 , Gen_loss: -0.36489597 MI_loss: 22.106224 Detection error: 0.009845972061157227 time: 9:21:57.683114
- B/E: 98 / 232 , Gen_loss: -0.3646719 MI_loss: 22.119297 Detection error: 0.00983208417892456 time: 9:21:58.589103
- B/E: 99 / 232 , Gen_loss: -0.34974188 MI_loss: 21.152521 Detection error: 0.009832799434661865 time: 9:21:59.471016
- B/E: 100 / 232 , Gen_loss: -0.36211756 MI_loss: 21.99156 Detection error: 0.00983351469039917 time: 9:22:00.353148
- B/E: 101 / 232 , Gen_loss: -0.36147845 MI_loss: 21.927591 Detection error: 0.009839773178100586 time: 9:22:01.232267
- B/E: 102 / 232 , Gen_loss: -0.36019805 MI_loss: 21.881128 Detection error: 0.00983649492263794 time: 9:22:02.123431
- B/E: 103 / 232 , Gen_loss: -0.36116377 MI_loss: 21.977295 Detection error: 0.009834110736846924 time: 9:22:03.008748
- B/E: 104 / 232 , Gen_loss: -0.36336544 MI_loss: 21.99605 Detection error: 0.009835124015808105 time: 9:22:03.887441
- B/E: 105 / 232 , Gen_loss: -0.3641548 MI_loss: 22.157082 Detection error: 0.00983518362045288 time: 9:22:04.871671
- B/E: 106 / 232 , Gen_loss: -0.3616945 MI_loss: 21.974716 Detection error: 0.009835600852966309 time: 9:22:05.755734
- B/E: 107 / 232 , Gen_loss: -0.35242456 MI_loss: 21.397358 Detection error: 0.009837985038757324 time: 9:22:06.639053
- B/E: 108 / 232 , Gen_loss: -0.36559895 MI_loss: 22.150787 Detection error: 0.009840309619903564 time: 9:22:07.523993
- B/E: 109 / 232 , Gen_loss: -0.35832733 MI_loss: 21.630335 Detection error: 0.0098380446434021 time: 9:22:08.377277
- B/E: 110 / 232 , Gen_loss: -0.35818538 MI_loss: 21.708776 Detection error: 0.009831368923187256 time: 9:22:09.204002
- B/E: 111 / 232 , Gen_loss: -0.36200354 MI_loss: 21.978199 Detection error: 0.009827852249145508 time: 9:22:10.098364
- B/E: 112 / 232 , Gen_loss: -0.36753535 MI_loss: 22.1943 Detection error: 0.009827733039855957 time: 9:22:10.988060
- B/E: 113 / 232 , Gen_loss: -0.36261943 MI_loss: 21.985785 Detection error: 0.00983363389968872 time: 9:22:11.869879
- B/E: 114 / 232 , Gen_loss: -0.3640347 MI_loss: 22.104607 Detection error: 0.009833991527557373 time: 9:22:12.756129
- B/E: 115 / 232 , Gen_loss: -0.36368495 MI_loss: 21.92487 Detection error: 0.009830296039581299 time: 9:22:13.646381
- B/E: 116 / 232 , Gen_loss: -0.35841113 MI_loss: 21.59393 Detection error: 0.009832799434661865 time: 9:22:14.532210
- B/E: 117 / 232 , Gen_loss: -0.35887614 MI_loss: 21.836523 Detection error: 0.009832620620727539 time: 9:22:15.412130
- B/E: 118 / 232 , Gen_loss: -0.3659645 MI_loss: 22.051615 Detection error: 0.009823024272918701 time: 9:22:16.295544
- B/E: 119 / 232 , Gen_loss: -0.3583973 MI_loss: 21.6395 Detection error: 0.009817719459533691 time: 9:22:17.180111
- B/E: 120 / 232 , Gen_loss: -0.3585522 MI_loss: 21.823677 Detection error: 0.009820997714996338 time: 9:22:18.065675
- B/E: 121 / 232 , Gen_loss: -0.35944307 MI_loss: 21.717464 Detection error: 0.009821474552154541 time: 9:22:19.038318
- B/E: 122 / 232 , Gen_loss: -0.35362294 MI_loss: 21.345755 Detection error: 0.009815812110900879 time: 9:22:19.924753
- B/E: 123 / 232 , Gen_loss: -0.36744446 MI_loss: 22.247932 Detection error: 0.009808242321014404 time: 9:22:20.808505
- B/E: 124 / 232 , Gen_loss: -0.3489015 MI_loss: 21.113333 Detection error: 0.009809494018554688 time: 9:22:21.694382
- B/E: 125 / 232 , Gen_loss: -0.36786005 MI_loss: 22.263823 Detection error: 0.009810268878936768 time: 9:22:22.578182
- B/E: 126 / 232 , Gen_loss: -0.34215298 MI_loss: 20.917524 Detection error: 0.009820878505706787 time: 9:22:23.463083
- B/E: 127 / 232 , Gen_loss: -0.36486605 MI_loss: 22.094305 Detection error: 0.009820342063903809 time: 9:22:24.347493
- B/E: 128 / 232 , Gen_loss: -0.3535766 MI_loss: 21.43946 Detection error: 0.009821712970733643 time: 9:22:25.237020
- B/E: 129 / 232 , Gen_loss: -0.365936 MI_loss: 22.263245 Detection error: 0.009830057621002197 time: 9:22:26.125218
- B/E: 130 / 232 , Gen_loss: -0.35208133 MI_loss: 21.367971 Detection error: 0.009837329387664795 time: 9:22:27.008963
- B/E: 131 / 232 , Gen_loss: -0.3622501 MI_loss: 21.837477 Detection error: 0.0098380446434021 time: 9:22:27.892322
- B/E: 132 / 232 , Gen_loss: -0.3614787 MI_loss: 21.85657 Detection error: 0.009836912155151367 time: 9:22:28.777748
- B/E: 133 / 232 , Gen_loss: -0.36301768 MI_loss: 22.098345 Detection error: 0.009839296340942383 time: 9:22:29.660156
- B/E: 134 / 232 , Gen_loss: -0.36213943 MI_loss: 22.11933 Detection error: 0.009844005107879639 time: 9:22:30.489145
- B/E: 135 / 232 , Gen_loss: -0.3677228 MI_loss: 22.302273 Detection error: 0.009844005107879639 time: 9:22:31.285212
- B/E: 136 / 232 , Gen_loss: -0.36785764 MI_loss: 22.270744 Detection error: 0.00984877347946167 time: 9:22:32.182397
- B/E: 137 / 232 , Gen_loss: -0.36259505 MI_loss: 22.028738 Detection error: 0.00985187292098999 time: 9:22:33.167358
- B/E: 138 / 232 , Gen_loss: -0.35961342 MI_loss: 21.940464 Detection error: 0.009856343269348145 time: 9:22:34.051834
- B/E: 139 / 232 , Gen_loss: -0.3593054 MI_loss: 21.681908 Detection error: 0.009862303733825684 time: 9:22:34.932114
- B/E: 140 / 232 , Gen_loss: -0.3605876 MI_loss: 21.864048 Detection error: 0.009860813617706299 time: 9:22:35.834029
- B/E: 141 / 232 , Gen_loss: -0.3646376 MI_loss: 22.143463 Detection error: 0.009858250617980957 time: 9:22:36.719172
- B/E: 142 / 232 , Gen_loss: -0.36034957 MI_loss: 21.86665 Detection error: 0.009861230850219727 time: 9:22:37.598859
- B/E: 143 / 232 , Gen_loss: -0.35299593 MI_loss: 21.246984 Detection error: 0.009855926036834717 time: 9:22:38.484014
- B/E: 144 / 232 , Gen_loss: -0.36146587 MI_loss: 21.938148 Detection error: 0.009862959384918213 time: 9:22:39.370143
- B/E: 145 / 232 , Gen_loss: -0.35783556 MI_loss: 21.636868 Detection error: 0.009871125221252441 time: 9:22:40.251049
- B/E: 146 / 232 , Gen_loss: -0.3693349 MI_loss: 22.389717 Detection error: 0.009870350360870361 time: 9:22:41.132909
- B/E: 147 / 232 , Gen_loss: -0.36478138 MI_loss: 22.187132 Detection error: 0.009871184825897217 time: 9:22:42.023021
- B/E: 148 / 232 , Gen_loss: -0.37052968 MI_loss: 22.352201 Detection error: 0.009872496128082275 time: 9:22:42.907071
- B/E: 149 / 232 , Gen_loss: -0.35682067 MI_loss: 21.671467 Detection error: 0.009881436824798584 time: 9:22:43.788545
-
- Test Loss: 10.268447 Test Error: 0.010675013065338135
- -----
- EPOCH: 233
- B/E: 0 / 233 , Gen_loss: -0.36301392 MI_loss: 21.954247 Detection error: 0.010249972343444824 time: 9:22:45.795278
- B/E: 1 / 233 , Gen_loss: -0.35743383 MI_loss: 21.525295 Detection error: 0.010249972343444824 time: 9:23:19.788911
- B/E: 2 / 233 , Gen_loss: -0.35689625 MI_loss: 21.56245 Detection error: 0.00991666316986084 time: 9:23:20.819088
- B/E: 3 / 233 , Gen_loss: -0.35324448 MI_loss: 21.406181 Detection error: 0.009664058685302734 time: 9:23:21.705695
- B/E: 4 / 233 , Gen_loss: -0.35725337 MI_loss: 21.660809 Detection error: 0.00976872444152832 time: 9:23:22.595732
- B/E: 5 / 233 , Gen_loss: -0.35463917 MI_loss: 21.717218 Detection error: 0.009843766689300537 time: 9:23:23.488164
- B/E: 6 / 233 , Gen_loss: -0.35562992 MI_loss: 21.585335 Detection error: 0.009861588478088379 time: 9:23:24.295726
- B/E: 7 / 233 , Gen_loss: -0.36349705 MI_loss: 22.17608 Detection error: 0.00993359088897705 time: 9:23:25.098517
- B/E: 8 / 233 , Gen_loss: -0.36063755 MI_loss: 21.739605 Detection error: 0.009812474250793457 time: 9:23:25.872142
- B/E: 9 / 233 , Gen_loss: -0.35315982 MI_loss: 21.328358 Detection error: 0.009850025177001953 time: 9:23:26.761277
- B/E: 10 / 233 , Gen_loss: -0.3608899 MI_loss: 21.928057 Detection error: 0.009840905666351318 time: 9:23:27.653680
- B/E: 11 / 233 , Gen_loss: -0.36085176 MI_loss: 21.772514 Detection error: 0.009895861148834229 time: 9:23:28.541469
- B/E: 12 / 233 , Gen_loss: -0.35891342 MI_loss: 21.67952 Detection error: 0.009947121143341064 time: 9:23:29.434204
- B/E: 13 / 233 , Gen_loss: -0.36868793 MI_loss: 22.229958 Detection error: 0.009937524795532227 time: 9:23:30.324793
- B/E: 14 / 233 , Gen_loss: -0.3573664 MI_loss: 21.610062 Detection error: 0.00991666316986084 time: 9:23:31.194609
- B/E: 15 / 233 , Gen_loss: -0.3616481 MI_loss: 21.841175 Detection error: 0.009917974472045898 time: 9:23:31.983899
- B/E: 16 / 233 , Gen_loss: -0.36719972 MI_loss: 22.179735 Detection error: 0.009898900985717773 time: 9:23:32.822077
- B/E: 17 / 233 , Gen_loss: -0.35044807 MI_loss: 21.152443 Detection error: 0.009883701801300049 time: 9:23:33.705501
- B/E: 18 / 233 , Gen_loss: -0.34257007 MI_loss: 20.738253 Detection error: 0.00982731580734253 time: 9:23:34.685195
- B/E: 19 / 233 , Gen_loss: -0.34957352 MI_loss: 21.260567 Detection error: 0.009851574897766113 time: 9:23:35.566472
- B/E: 20 / 233 , Gen_loss: -0.36424482 MI_loss: 21.923607 Detection error: 0.009860098361968994 time: 9:23:36.452010
- B/E: 21 / 233 , Gen_loss: -0.35409823 MI_loss: 21.408398 Detection error: 0.00985795259475708 time: 9:23:37.339955
- B/E: 22 / 233 , Gen_loss: -0.3656067 MI_loss: 22.012049 Detection error: 0.009861409664154053 time: 9:23:38.228762
- B/E: 23 / 233 , Gen_loss: -0.36947024 MI_loss: 22.162708 Detection error: 0.009838521480560303 time: 9:23:39.135054
- B/E: 24 / 233 , Gen_loss: -0.36274883 MI_loss: 21.973763 Detection error: 0.00984126329421997 time: 9:23:40.018827
- B/E: 25 / 233 , Gen_loss: -0.349015 MI_loss: 21.133963 Detection error: 0.009864211082458496 time: 9:23:40.907830
- B/E: 26 / 233 , Gen_loss: -0.35233366 MI_loss: 21.33136 Detection error: 0.00989466905593872 time: 9:23:41.794222
- B/E: 27 / 233 , Gen_loss: -0.36409485 MI_loss: 22.157549 Detection error: 0.009909570217132568 time: 9:23:42.633984
- B/E: 28 / 233 , Gen_loss: -0.3593959 MI_loss: 21.703773 Detection error: 0.009925663471221924 time: 9:23:43.444763
- B/E: 29 / 233 , Gen_loss: -0.3609693 MI_loss: 21.888397 Detection error: 0.009925007820129395 time: 9:23:44.308500
- B/E: 30 / 233 , Gen_loss: -0.35455465 MI_loss: 21.447735 Detection error: 0.009900212287902832 time: 9:23:45.192687
- B/E: 31 / 233 , Gen_loss: -0.36345753 MI_loss: 21.99032 Detection error: 0.009868144989013672 time: 9:23:46.163647
- B/E: 32 / 233 , Gen_loss: -0.36203215 MI_loss: 22.018696 Detection error: 0.009883522987365723 time: 9:23:47.055389
- B/E: 33 / 233 , Gen_loss: -0.362462 MI_loss: 21.813366 Detection error: 0.009849250316619873 time: 9:23:47.943995
- B/E: 34 / 233 , Gen_loss: -0.35314122 MI_loss: 21.580654 Detection error: 0.00986248254776001 time: 9:23:48.854852
- B/E: 35 / 233 , Gen_loss: -0.36293963 MI_loss: 21.89724 Detection error: 0.009844601154327393 time: 9:23:49.763813
- B/E: 36 / 233 , Gen_loss: -0.3590055 MI_loss: 21.89067 Detection error: 0.009857237339019775 time: 9:23:50.651873
- B/E: 37 / 233 , Gen_loss: -0.367437 MI_loss: 22.204248 Detection error: 0.00984126329421997 time: 9:23:51.535368
- B/E: 38 / 233 , Gen_loss: -0.36498815 MI_loss: 22.18976 Detection error: 0.009858965873718262 time: 9:23:52.420074
- B/E: 39 / 233 , Gen_loss: -0.37050506 MI_loss: 22.345243 Detection error: 0.009855449199676514 time: 9:23:53.309205
- B/E: 40 / 233 , Gen_loss: -0.3602518 MI_loss: 21.936 Detection error: 0.009848296642303467 time: 9:23:54.135015
- B/E: 41 / 233 , Gen_loss: -0.35157833 MI_loss: 21.352604 Detection error: 0.009838521480560303 time: 9:23:54.976632
- B/E: 42 / 233 , Gen_loss: -0.360447 MI_loss: 21.755436 Detection error: 0.00983649492263794 time: 9:23:55.877722
- B/E: 43 / 233 , Gen_loss: -0.3463689 MI_loss: 20.814552 Detection error: 0.009835958480834961 time: 9:23:56.763506
- B/E: 44 / 233 , Gen_loss: -0.35638168 MI_loss: 21.625399 Detection error: 0.009845137596130371 time: 9:23:57.643794
- B/E: 45 / 233 , Gen_loss: -0.36087894 MI_loss: 21.87427 Detection error: 0.009858012199401855 time: 9:23:58.533840
- B/E: 46 / 233 , Gen_loss: -0.36240324 MI_loss: 21.958904 Detection error: 0.009869694709777832 time: 9:23:59.421597
- B/E: 47 / 233 , Gen_loss: -0.35978112 MI_loss: 21.608438 Detection error: 0.009860694408416748 time: 9:24:00.308308
- B/E: 48 / 233 , Gen_loss: -0.35889843 MI_loss: 21.783823 Detection error: 0.009880125522613525 time: 9:24:01.286347
- B/E: 49 / 233 , Gen_loss: -0.35735437 MI_loss: 21.748793 Detection error: 0.009883105754852295 time: 9:24:02.168817
- B/E: 50 / 233 , Gen_loss: -0.35900393 MI_loss: 21.744242 Detection error: 0.009894609451293945 time: 9:24:03.052966
- B/E: 51 / 233 , Gen_loss: -0.36312577 MI_loss: 22.201824 Detection error: 0.009887635707855225 time: 9:24:03.943113
- B/E: 52 / 233 , Gen_loss: -0.37365884 MI_loss: 22.736076 Detection error: 0.00988858938217163 time: 9:24:04.821558
- B/E: 53 / 233 , Gen_loss: -0.37481308 MI_loss: 22.71952 Detection error: 0.009905099868774414 time: 9:24:05.699931
- B/E: 54 / 233 , Gen_loss: -0.35722658 MI_loss: 21.567541 Detection error: 0.009905695915222168 time: 9:24:06.583891
- B/E: 55 / 233 , Gen_loss: -0.3613021 MI_loss: 21.839806 Detection error: 0.009886741638183594 time: 9:24:07.469376
- B/E: 56 / 233 , Gen_loss: -0.3603059 MI_loss: 21.742105 Detection error: 0.009871184825897217 time: 9:24:08.347387
- B/E: 57 / 233 , Gen_loss: -0.368515 MI_loss: 22.383621 Detection error: 0.009870707988739014 time: 9:24:09.232144
- B/E: 58 / 233 , Gen_loss: -0.3583248 MI_loss: 21.695644 Detection error: 0.009859085083007812 time: 9:24:10.121741
- B/E: 59 / 233 , Gen_loss: -0.35838962 MI_loss: 21.702393 Detection error: 0.009866118431091309 time: 9:24:11.009948
- B/E: 60 / 233 , Gen_loss: -0.36569032 MI_loss: 22.148132 Detection error: 0.009868323802947998 time: 9:24:11.889141
- B/E: 61 / 233 , Gen_loss: -0.35139784 MI_loss: 21.225775 Detection error: 0.009870469570159912 time: 9:24:12.793736
- B/E: 62 / 233 , Gen_loss: -0.352904 MI_loss: 21.44019 Detection error: 0.0098799467086792 time: 9:24:13.675817
- B/E: 63 / 233 , Gen_loss: -0.3591111 MI_loss: 21.759632 Detection error: 0.009869635105133057 time: 9:24:14.643334
- B/E: 64 / 233 , Gen_loss: -0.36417153 MI_loss: 22.166895 Detection error: 0.009869217872619629 time: 9:24:15.525811
- B/E: 65 / 233 , Gen_loss: -0.35346115 MI_loss: 21.518097 Detection error: 0.00987309217453003 time: 9:24:16.407583
- B/E: 66 / 233 , Gen_loss: -0.35988548 MI_loss: 21.847855 Detection error: 0.009867548942565918 time: 9:24:17.290608
- B/E: 67 / 233 , Gen_loss: -0.3662861 MI_loss: 22.131395 Detection error: 0.009857535362243652 time: 9:24:18.187379
- B/E: 68 / 233 , Gen_loss: -0.35177562 MI_loss: 21.302711 Detection error: 0.009861886501312256 time: 9:24:19.066302
- B/E: 69 / 233 , Gen_loss: -0.35514188 MI_loss: 21.576477 Detection error: 0.009874999523162842 time: 9:24:19.963389
- B/E: 70 / 233 , Gen_loss: -0.3589678 MI_loss: 21.604294 Detection error: 0.009869277477264404 time: 9:24:20.851069
- B/E: 71 / 233 , Gen_loss: -0.35739905 MI_loss: 21.72894 Detection error: 0.009869813919067383 time: 9:24:21.739047
- B/E: 72 / 233 , Gen_loss: -0.3690835 MI_loss: 22.446064 Detection error: 0.009878873825073242 time: 9:24:22.621090
- B/E: 73 / 233 , Gen_loss: -0.3521384 MI_loss: 21.406824 Detection error: 0.009869933128356934 time: 9:24:23.507513
- B/E: 74 / 233 , Gen_loss: -0.3628395 MI_loss: 22.085522 Detection error: 0.009867489337921143 time: 9:24:24.393319
- B/E: 75 / 233 , Gen_loss: -0.35364294 MI_loss: 21.390926 Detection error: 0.009864330291748047 time: 9:24:25.278392
- B/E: 76 / 233 , Gen_loss: -0.34925455 MI_loss: 21.369707 Detection error: 0.009873390197753906 time: 9:24:26.157963
- B/E: 77 / 233 , Gen_loss: -0.36663908 MI_loss: 22.187294 Detection error: 0.0098685622215271 time: 9:24:27.049726
- B/E: 78 / 233 , Gen_loss: -0.35065007 MI_loss: 21.114584 Detection error: 0.009860754013061523 time: 9:24:27.934416
- B/E: 79 / 233 , Gen_loss: -0.3586861 MI_loss: 21.687687 Detection error: 0.00987541675567627 time: 9:24:28.892954
- B/E: 80 / 233 , Gen_loss: -0.3737711 MI_loss: 22.699173 Detection error: 0.009881556034088135 time: 9:24:29.807793
- B/E: 81 / 233 , Gen_loss: -0.35205424 MI_loss: 21.344154 Detection error: 0.00987154245376587 time: 9:24:30.695274
- B/E: 82 / 233 , Gen_loss: -0.3615827 MI_loss: 21.947401 Detection error: 0.009871602058410645 time: 9:24:31.579663
- B/E: 83 / 233 , Gen_loss: -0.34928405 MI_loss: 21.240536 Detection error: 0.009874999523162842 time: 9:24:32.464422
- B/E: 84 / 233 , Gen_loss: -0.34848082 MI_loss: 21.233624 Detection error: 0.009868741035461426 time: 9:24:33.351216
- B/E: 85 / 233 , Gen_loss: -0.36190292 MI_loss: 21.857893 Detection error: 0.009853899478912354 time: 9:24:34.240195
- B/E: 86 / 233 , Gen_loss: -0.34968296 MI_loss: 21.110792 Detection error: 0.009849488735198975 time: 9:24:35.150026
- B/E: 87 / 233 , Gen_loss: -0.36400926 MI_loss: 22.017387 Detection error: 0.009837329387664795 time: 9:24:36.032179
- B/E: 88 / 233 , Gen_loss: -0.3614081 MI_loss: 21.908546 Detection error: 0.009831488132476807 time: 9:24:36.914132
- B/E: 89 / 233 , Gen_loss: -0.35799226 MI_loss: 21.632757 Detection error: 0.00984203815460205 time: 9:24:37.798435
- B/E: 90 / 233 , Gen_loss: -0.36217517 MI_loss: 21.99882 Detection error: 0.00984269380569458 time: 9:24:38.688673
- B/E: 91 / 233 , Gen_loss: -0.35174224 MI_loss: 21.309164 Detection error: 0.0098457932472229 time: 9:24:39.569274
- B/E: 92 / 233 , Gen_loss: -0.3599202 MI_loss: 21.710323 Detection error: 0.00983196496963501 time: 9:24:40.453600
- B/E: 93 / 233 , Gen_loss: -0.36480463 MI_loss: 22.30995 Detection error: 0.00982743501663208 time: 9:24:41.354548
- B/E: 94 / 233 , Gen_loss: -0.3660242 MI_loss: 22.284231 Detection error: 0.009840786457061768 time: 9:24:42.233586
- B/E: 95 / 233 , Gen_loss: -0.35659364 MI_loss: 21.718288 Detection error: 0.009846985340118408 time: 9:24:43.227545
- B/E: 96 / 233 , Gen_loss: -0.36278012 MI_loss: 22.043262 Detection error: 0.009847640991210938 time: 9:24:44.114488
- B/E: 97 / 233 , Gen_loss: -0.3646863 MI_loss: 22.07288 Detection error: 0.009837031364440918 time: 9:24:44.998728
- B/E: 98 / 233 , Gen_loss: -0.36126855 MI_loss: 21.987278 Detection error: 0.00982731580734253 time: 9:24:45.874946
- B/E: 99 / 233 , Gen_loss: -0.36058086 MI_loss: 21.864017 Detection error: 0.009829044342041016 time: 9:24:46.680044
- B/E: 100 / 233 , Gen_loss: -0.35691243 MI_loss: 21.557625 Detection error: 0.009827971458435059 time: 9:24:47.548050
- B/E: 101 / 233 , Gen_loss: -0.36162502 MI_loss: 21.874187 Detection error: 0.009837329387664795 time: 9:24:48.341462
- B/E: 102 / 233 , Gen_loss: -0.3527843 MI_loss: 21.339542 Detection error: 0.009832799434661865 time: 9:24:49.238015
- B/E: 103 / 233 , Gen_loss: -0.3710504 MI_loss: 22.572779 Detection error: 0.009831726551055908 time: 9:24:50.131846
- B/E: 104 / 233 , Gen_loss: -0.3589829 MI_loss: 21.78539 Detection error: 0.009831249713897705 time: 9:24:51.017719
- B/E: 105 / 233 , Gen_loss: -0.352024 MI_loss: 21.259333 Detection error: 0.009827256202697754 time: 9:24:51.898420
- B/E: 106 / 233 , Gen_loss: -0.34981525 MI_loss: 21.11596 Detection error: 0.009827673435211182 time: 9:24:52.785810
- B/E: 107 / 233 , Gen_loss: -0.37173283 MI_loss: 22.583853 Detection error: 0.009833335876464844 time: 9:24:53.668066
- B/E: 108 / 233 , Gen_loss: -0.37088373 MI_loss: 22.438116 Detection error: 0.0098380446434021 time: 9:24:54.559070
- B/E: 109 / 233 , Gen_loss: -0.35885438 MI_loss: 21.792149 Detection error: 0.009837806224822998 time: 9:24:55.443111
- B/E: 110 / 233 , Gen_loss: -0.35666963 MI_loss: 21.51131 Detection error: 0.009825706481933594 time: 9:24:56.331192
- B/E: 111 / 233 , Gen_loss: -0.37435332 MI_loss: 22.681786 Detection error: 0.009825348854064941 time: 9:24:57.299413
- B/E: 112 / 233 , Gen_loss: -0.36667183 MI_loss: 22.088057 Detection error: 0.009824395179748535 time: 9:24:58.183157
- B/E: 113 / 233 , Gen_loss: -0.35444173 MI_loss: 21.626223 Detection error: 0.009832262992858887 time: 9:24:58.990505
- B/E: 114 / 233 , Gen_loss: -0.35731384 MI_loss: 21.773933 Detection error: 0.009831786155700684 time: 9:24:59.759070
- B/E: 115 / 233 , Gen_loss: -0.35643154 MI_loss: 21.568398 Detection error: 0.009830296039581299 time: 9:25:00.656481
- B/E: 116 / 233 , Gen_loss: -0.35981485 MI_loss: 21.867155 Detection error: 0.00982743501663208 time: 9:25:01.540850
- B/E: 117 / 233 , Gen_loss: -0.35371292 MI_loss: 21.45372 Detection error: 0.009829163551330566 time: 9:25:02.428689
- B/E: 118 / 233 , Gen_loss: -0.3624329 MI_loss: 21.767971 Detection error: 0.009822487831115723 time: 9:25:03.318488
- B/E: 119 / 233 , Gen_loss: -0.35079443 MI_loss: 21.208288 Detection error: 0.009817183017730713 time: 9:25:04.217348
- B/E: 120 / 233 , Gen_loss: -0.35217875 MI_loss: 21.395926 Detection error: 0.009815335273742676 time: 9:25:05.102894
- B/E: 121 / 233 , Gen_loss: -0.35036933 MI_loss: 21.358433 Detection error: 0.009823799133300781 time: 9:25:05.988389
- B/E: 122 / 233 , Gen_loss: -0.36625952 MI_loss: 22.076103 Detection error: 0.009816586971282959 time: 9:25:06.874891
- B/E: 123 / 233 , Gen_loss: -0.3619818 MI_loss: 21.88139 Detection error: 0.009810209274291992 time: 9:25:07.759625
- B/E: 124 / 233 , Gen_loss: -0.3633265 MI_loss: 22.06263 Detection error: 0.00981050729751587 time: 9:25:08.643507
- B/E: 125 / 233 , Gen_loss: -0.3549868 MI_loss: 21.558641 Detection error: 0.00981128215789795 time: 9:25:09.553668
- B/E: 126 / 233 , Gen_loss: -0.35545996 MI_loss: 21.675606 Detection error: 0.009822845458984375 time: 9:25:10.475866
- B/E: 127 / 233 , Gen_loss: -0.3595458 MI_loss: 21.82338 Detection error: 0.009821295738220215 time: 9:25:11.435416
- B/E: 128 / 233 , Gen_loss: -0.35822654 MI_loss: 21.712433 Detection error: 0.00982290506362915 time: 9:25:12.330833
- B/E: 129 / 233 , Gen_loss: -0.37486503 MI_loss: 22.618214 Detection error: 0.009830296039581299 time: 9:25:13.218514
- B/E: 130 / 233 , Gen_loss: -0.36685967 MI_loss: 22.376816 Detection error: 0.009836137294769287 time: 9:25:14.099964
- B/E: 131 / 233 , Gen_loss: -0.3655618 MI_loss: 22.117231 Detection error: 0.009839951992034912 time: 9:25:14.977674
- B/E: 132 / 233 , Gen_loss: -0.3552179 MI_loss: 21.48601 Detection error: 0.00983339548110962 time: 9:25:15.879308
- B/E: 133 / 233 , Gen_loss: -0.3653234 MI_loss: 22.040989 Detection error: 0.009836971759796143 time: 9:25:16.767813
- B/E: 134 / 233 , Gen_loss: -0.36317015 MI_loss: 22.113821 Detection error: 0.009845852851867676 time: 9:25:17.706935
- B/E: 135 / 233 , Gen_loss: -0.36433393 MI_loss: 22.178131 Detection error: 0.009849250316619873 time: 9:25:18.590182
- B/E: 136 / 233 , Gen_loss: -0.37334463 MI_loss: 22.592314 Detection error: 0.009847640991210938 time: 9:25:19.475547
- B/E: 137 / 233 , Gen_loss: -0.3610567 MI_loss: 21.885826 Detection error: 0.009849607944488525 time: 9:25:20.366444
- B/E: 138 / 233 , Gen_loss: -0.36406487 MI_loss: 22.219517 Detection error: 0.009855687618255615 time: 9:25:21.251371
- B/E: 139 / 233 , Gen_loss: -0.357638 MI_loss: 21.685574 Detection error: 0.009859800338745117 time: 9:25:22.136546
- B/E: 140 / 233 , Gen_loss: -0.36056864 MI_loss: 21.979313 Detection error: 0.009859263896942139 time: 9:25:22.977040
- B/E: 141 / 233 , Gen_loss: -0.360968 MI_loss: 21.791668 Detection error: 0.009856760501861572 time: 9:25:23.753281
- B/E: 142 / 233 , Gen_loss: -0.3697803 MI_loss: 22.495882 Detection error: 0.00985950231552124 time: 9:25:24.637986
- B/E: 143 / 233 , Gen_loss: -0.36182493 MI_loss: 21.998295 Detection error: 0.009856581687927246 time: 9:25:25.612988
- B/E: 144 / 233 , Gen_loss: -0.354925 MI_loss: 21.514828 Detection error: 0.009867250919342041 time: 9:25:26.500707
- B/E: 145 / 233 , Gen_loss: -0.35948262 MI_loss: 21.888506 Detection error: 0.009870290756225586 time: 9:25:27.389647
- B/E: 146 / 233 , Gen_loss: -0.35976705 MI_loss: 21.821327 Detection error: 0.009872019290924072 time: 9:25:28.276341
- B/E: 147 / 233 , Gen_loss: -0.36180675 MI_loss: 21.911242 Detection error: 0.009870171546936035 time: 9:25:29.163238
- B/E: 148 / 233 , Gen_loss: -0.35728112 MI_loss: 21.588417 Detection error: 0.009876251220703125 time: 9:25:30.050490
- B/E: 149 / 233 , Gen_loss: -0.37012088 MI_loss: 22.450653 Detection error: 0.009881019592285156 time: 9:25:30.953048
-
- Test Loss: 10.266008 Test Error: 0.01066666841506958
- -----
- EPOCH: 234
- B/E: 0 / 234 , Gen_loss: -0.35301128 MI_loss: 21.236336 Detection error: 0.010187506675720215 time: 9:25:32.924992
- B/E: 1 / 234 , Gen_loss: -0.35936192 MI_loss: 21.860012 Detection error: 0.010312497615814209 time: 9:26:06.171479
- B/E: 2 / 234 , Gen_loss: -0.3527572 MI_loss: 21.281004 Detection error: 0.00961458683013916 time: 9:26:07.034864
- B/E: 3 / 234 , Gen_loss: -0.35712552 MI_loss: 21.615557 Detection error: 0.009695291519165039 time: 9:26:07.873632
- B/E: 4 / 234 , Gen_loss: -0.36942825 MI_loss: 22.502464 Detection error: 0.009687483310699463 time: 9:26:08.733815
- B/E: 5 / 234 , Gen_loss: -0.3621848 MI_loss: 22.073273 Detection error: 0.009723961353302002 time: 9:26:09.711277
- B/E: 6 / 234 , Gen_loss: -0.3576231 MI_loss: 21.672033 Detection error: 0.00979912281036377 time: 9:26:10.597700
- B/E: 7 / 234 , Gen_loss: -0.36295623 MI_loss: 21.955147 Detection error: 0.009906232357025146 time: 9:26:11.482353
- B/E: 8 / 234 , Gen_loss: -0.3648355 MI_loss: 22.048374 Detection error: 0.009802103042602539 time: 9:26:12.288107
- B/E: 9 / 234 , Gen_loss: -0.36376637 MI_loss: 22.107525 Detection error: 0.009753108024597168 time: 9:26:13.074437
- B/E: 10 / 234 , Gen_loss: -0.35943004 MI_loss: 21.670092 Detection error: 0.009820997714996338 time: 9:26:13.844272
- B/E: 11 / 234 , Gen_loss: -0.35935023 MI_loss: 21.883677 Detection error: 0.009830713272094727 time: 9:26:14.643131
- B/E: 12 / 234 , Gen_loss: -0.36315635 MI_loss: 22.046795 Detection error: 0.009894251823425293 time: 9:26:15.412571
- B/E: 13 / 234 , Gen_loss: -0.3650957 MI_loss: 22.068283 Detection error: 0.009892880916595459 time: 9:26:16.183593
- B/E: 14 / 234 , Gen_loss: -0.36073565 MI_loss: 21.726185 Detection error: 0.009854137897491455 time: 9:26:17.053771
- B/E: 15 / 234 , Gen_loss: -0.35607523 MI_loss: 21.610355 Detection error: 0.00986325740814209 time: 9:26:17.935486
- B/E: 16 / 234 , Gen_loss: -0.36949763 MI_loss: 22.195816 Detection error: 0.009845614433288574 time: 9:26:18.814433
- B/E: 17 / 234 , Gen_loss: -0.3624565 MI_loss: 21.90094 Detection error: 0.009840250015258789 time: 9:26:19.699322
- B/E: 18 / 234 , Gen_loss: -0.35619745 MI_loss: 21.646538 Detection error: 0.009791135787963867 time: 9:26:20.583888
- B/E: 19 / 234 , Gen_loss: -0.35703135 MI_loss: 21.700071 Detection error: 0.009776592254638672 time: 9:26:21.462845
- B/E: 20 / 234 , Gen_loss: -0.36799133 MI_loss: 22.260086 Detection error: 0.009821414947509766 time: 9:26:22.432386
- B/E: 21 / 234 , Gen_loss: -0.36157188 MI_loss: 21.979769 Detection error: 0.009822428226470947 time: 9:26:23.306906
- B/E: 22 / 234 , Gen_loss: -0.3561042 MI_loss: 21.6638 Detection error: 0.009815216064453125 time: 9:26:24.181477
- B/E: 23 / 234 , Gen_loss: -0.36243436 MI_loss: 21.834404 Detection error: 0.009802103042602539 time: 9:26:25.057912
- B/E: 24 / 234 , Gen_loss: -0.3555208 MI_loss: 21.456892 Detection error: 0.0098000168800354 time: 9:26:25.947522
- B/E: 25 / 234 , Gen_loss: -0.35959017 MI_loss: 21.863447 Detection error: 0.009816110134124756 time: 9:26:26.829794
- B/E: 26 / 234 , Gen_loss: -0.36259928 MI_loss: 22.06094 Detection error: 0.009862244129180908 time: 9:26:27.716945
- B/E: 27 / 234 , Gen_loss: -0.35561818 MI_loss: 21.663624 Detection error: 0.009877204895019531 time: 9:26:28.626554
- B/E: 28 / 234 , Gen_loss: -0.35907 MI_loss: 21.747276 Detection error: 0.00986635684967041 time: 9:26:29.544432
- B/E: 29 / 234 , Gen_loss: -0.36123443 MI_loss: 21.867527 Detection error: 0.009874999523162842 time: 9:26:30.441568
- B/E: 30 / 234 , Gen_loss: -0.3546661 MI_loss: 21.498384 Detection error: 0.009856879711151123 time: 9:26:31.321716
- B/E: 31 / 234 , Gen_loss: -0.36154687 MI_loss: 21.820694 Detection error: 0.009843766689300537 time: 9:26:32.199757
- B/E: 32 / 234 , Gen_loss: -0.35620287 MI_loss: 21.662098 Detection error: 0.009844720363616943 time: 9:26:33.087817
- B/E: 33 / 234 , Gen_loss: -0.36876538 MI_loss: 22.238382 Detection error: 0.009826302528381348 time: 9:26:33.981367
- B/E: 34 / 234 , Gen_loss: -0.34723693 MI_loss: 21.156853 Detection error: 0.009818732738494873 time: 9:26:34.902833
- B/E: 35 / 234 , Gen_loss: -0.36700806 MI_loss: 22.12591 Detection error: 0.009802937507629395 time: 9:26:35.804326
- B/E: 36 / 234 , Gen_loss: -0.3645822 MI_loss: 22.059853 Detection error: 0.009803235530853271 time: 9:26:36.794822
- B/E: 37 / 234 , Gen_loss: -0.35396755 MI_loss: 21.386742 Detection error: 0.009796857833862305 time: 9:26:37.693695
- B/E: 38 / 234 , Gen_loss: -0.3543119 MI_loss: 21.304504 Detection error: 0.009826898574829102 time: 9:26:38.588447
- B/E: 39 / 234 , Gen_loss: -0.36652175 MI_loss: 22.059904 Detection error: 0.009796082973480225 time: 9:26:39.481233
- B/E: 40 / 234 , Gen_loss: -0.3634683 MI_loss: 22.007275 Detection error: 0.009801805019378662 time: 9:26:40.375810
- B/E: 41 / 234 , Gen_loss: -0.36221236 MI_loss: 21.93771 Detection error: 0.009805083274841309 time: 9:26:41.272244
- B/E: 42 / 234 , Gen_loss: -0.36626908 MI_loss: 22.128433 Detection error: 0.009799420833587646 time: 9:26:42.187868
- B/E: 43 / 234 , Gen_loss: -0.34487915 MI_loss: 20.784472 Detection error: 0.009791910648345947 time: 9:26:43.085208
- B/E: 44 / 234 , Gen_loss: -0.3574865 MI_loss: 21.849844 Detection error: 0.009814560413360596 time: 9:26:43.984573
- B/E: 45 / 234 , Gen_loss: -0.35754448 MI_loss: 21.593971 Detection error: 0.009816586971282959 time: 9:26:44.881883
- B/E: 46 / 234 , Gen_loss: -0.3591246 MI_loss: 21.707743 Detection error: 0.009837090969085693 time: 9:26:45.689848
- B/E: 47 / 234 , Gen_loss: -0.3595949 MI_loss: 21.716764 Detection error: 0.009835302829742432 time: 9:26:46.514182
- B/E: 48 / 234 , Gen_loss: -0.3658629 MI_loss: 22.30456 Detection error: 0.009839951992034912 time: 9:26:47.336352
- B/E: 49 / 234 , Gen_loss: -0.35756072 MI_loss: 21.696672 Detection error: 0.009849369525909424 time: 9:26:48.118983
- B/E: 50 / 234 , Gen_loss: -0.3670885 MI_loss: 22.220057 Detection error: 0.00985783338546753 time: 9:26:48.901005
- B/E: 51 / 234 , Gen_loss: -0.35007718 MI_loss: 21.265713 Detection error: 0.009861767292022705 time: 9:26:49.725079
- B/E: 52 / 234 , Gen_loss: -0.3614325 MI_loss: 21.799189 Detection error: 0.009861409664154053 time: 9:26:50.618545
- B/E: 53 / 234 , Gen_loss: -0.3657121 MI_loss: 22.150097 Detection error: 0.009876728057861328 time: 9:26:51.422671
- B/E: 54 / 234 , Gen_loss: -0.35300678 MI_loss: 21.50802 Detection error: 0.009870469570159912 time: 9:26:52.227504
- B/E: 55 / 234 , Gen_loss: -0.3584309 MI_loss: 21.734276 Detection error: 0.009858846664428711 time: 9:26:53.030995
- B/E: 56 / 234 , Gen_loss: -0.36243936 MI_loss: 21.96185 Detection error: 0.009848713874816895 time: 9:26:53.946364
- B/E: 57 / 234 , Gen_loss: -0.36397225 MI_loss: 22.240519 Detection error: 0.0098496675491333 time: 9:26:54.840913
- B/E: 58 / 234 , Gen_loss: -0.36131302 MI_loss: 21.920353 Detection error: 0.009831011295318604 time: 9:26:55.733523
- B/E: 59 / 234 , Gen_loss: -0.3623236 MI_loss: 21.858324 Detection error: 0.009854674339294434 time: 9:26:56.625080
- B/E: 60 / 234 , Gen_loss: -0.3545255 MI_loss: 21.44103 Detection error: 0.00984424352645874 time: 9:26:57.477779
- B/E: 61 / 234 , Gen_loss: -0.3553941 MI_loss: 21.513123 Detection error: 0.009847760200500488 time: 9:26:58.260875
- B/E: 62 / 234 , Gen_loss: -0.36207443 MI_loss: 21.957254 Detection error: 0.009858131408691406 time: 9:26:59.123206
- B/E: 63 / 234 , Gen_loss: -0.34739876 MI_loss: 21.066177 Detection error: 0.00985252857208252 time: 9:26:59.961154
- B/E: 64 / 234 , Gen_loss: -0.3660199 MI_loss: 22.277117 Detection error: 0.00985097885131836 time: 9:27:00.848904
- B/E: 65 / 234 , Gen_loss: -0.3573708 MI_loss: 21.606388 Detection error: 0.009852290153503418 time: 9:27:01.717385
- B/E: 66 / 234 , Gen_loss: -0.3669066 MI_loss: 22.222654 Detection error: 0.009858191013336182 time: 9:27:02.564098
- B/E: 67 / 234 , Gen_loss: -0.36099815 MI_loss: 21.75021 Detection error: 0.009847879409790039 time: 9:27:03.447376
- B/E: 68 / 234 , Gen_loss: -0.3521154 MI_loss: 21.422552 Detection error: 0.00985640287399292 time: 9:27:04.438467
- B/E: 69 / 234 , Gen_loss: -0.364798 MI_loss: 21.977549 Detection error: 0.009857118129730225 time: 9:27:05.334225
- B/E: 70 / 234 , Gen_loss: -0.3680465 MI_loss: 22.31545 Detection error: 0.009852111339569092 time: 9:27:06.235483
- B/E: 71 / 234 , Gen_loss: -0.3513088 MI_loss: 21.426855 Detection error: 0.009858965873718262 time: 9:27:07.138309
- B/E: 72 / 234 , Gen_loss: -0.3540662 MI_loss: 21.410418 Detection error: 0.009856164455413818 time: 9:27:08.080247
- B/E: 73 / 234 , Gen_loss: -0.36398494 MI_loss: 22.11956 Detection error: 0.009852170944213867 time: 9:27:08.861211
- B/E: 74 / 234 , Gen_loss: -0.3554018 MI_loss: 21.6438 Detection error: 0.009853363037109375 time: 9:27:09.775506
- B/E: 75 / 234 , Gen_loss: -0.35018846 MI_loss: 21.192003 Detection error: 0.009843766689300537 time: 9:27:10.658392
- B/E: 76 / 234 , Gen_loss: -0.35209745 MI_loss: 21.304283 Detection error: 0.009853065013885498 time: 9:27:11.540954
- B/E: 77 / 234 , Gen_loss: -0.3696988 MI_loss: 22.25832 Detection error: 0.009849786758422852 time: 9:27:12.414940
- B/E: 78 / 234 , Gen_loss: -0.35575336 MI_loss: 21.521187 Detection error: 0.009844958782196045 time: 9:27:13.303843
- B/E: 79 / 234 , Gen_loss: -0.36226988 MI_loss: 21.90667 Detection error: 0.009855449199676514 time: 9:27:14.197879
- B/E: 80 / 234 , Gen_loss: -0.36077854 MI_loss: 21.85185 Detection error: 0.00987154245376587 time: 9:27:15.108810
- B/E: 81 / 234 , Gen_loss: -0.3617964 MI_loss: 21.796486 Detection error: 0.00985860824584961 time: 9:27:16.001854
- B/E: 82 / 234 , Gen_loss: -0.36798236 MI_loss: 22.312391 Detection error: 0.009853541851043701 time: 9:27:16.899014
- B/E: 83 / 234 , Gen_loss: -0.34817874 MI_loss: 21.118092 Detection error: 0.009857892990112305 time: 9:27:17.793266
- B/E: 84 / 234 , Gen_loss: -0.35479337 MI_loss: 21.599308 Detection error: 0.009856224060058594 time: 9:27:18.788212
- B/E: 85 / 234 , Gen_loss: -0.3590164 MI_loss: 21.623957 Detection error: 0.009833216667175293 time: 9:27:19.682334
- B/E: 86 / 234 , Gen_loss: -0.3617423 MI_loss: 21.89854 Detection error: 0.009830474853515625 time: 9:27:20.578719
- B/E: 87 / 234 , Gen_loss: -0.3581764 MI_loss: 21.776968 Detection error: 0.009816765785217285 time: 9:27:21.476023
- B/E: 88 / 234 , Gen_loss: -0.359282 MI_loss: 21.877748 Detection error: 0.009809315204620361 time: 9:27:22.372717
- B/E: 89 / 234 , Gen_loss: -0.3587606 MI_loss: 21.842323 Detection error: 0.0098152756690979 time: 9:27:23.267214
- B/E: 90 / 234 , Gen_loss: -0.3608409 MI_loss: 21.824434 Detection error: 0.009814560413360596 time: 9:27:24.114566
- B/E: 91 / 234 , Gen_loss: -0.35645208 MI_loss: 21.700735 Detection error: 0.009826421737670898 time: 9:27:24.932401
- B/E: 92 / 234 , Gen_loss: -0.36012214 MI_loss: 21.72349 Detection error: 0.00981050729751587 time: 9:27:25.826828
- B/E: 93 / 234 , Gen_loss: -0.35333893 MI_loss: 21.454538 Detection error: 0.00980985164642334 time: 9:27:26.723540
- B/E: 94 / 234 , Gen_loss: -0.36072358 MI_loss: 22.037382 Detection error: 0.009824037551879883 time: 9:27:27.621473
- B/E: 95 / 234 , Gen_loss: -0.3589459 MI_loss: 21.736807 Detection error: 0.009831368923187256 time: 9:27:28.515998
- B/E: 96 / 234 , Gen_loss: -0.36078978 MI_loss: 21.761616 Detection error: 0.009826362133026123 time: 9:27:29.417835
- B/E: 97 / 234 , Gen_loss: -0.36557233 MI_loss: 22.206102 Detection error: 0.00982046127319336 time: 9:27:30.318367
- B/E: 98 / 234 , Gen_loss: -0.35555613 MI_loss: 21.42025 Detection error: 0.00981217622756958 time: 9:27:31.214432
- B/E: 99 / 234 , Gen_loss: -0.35326275 MI_loss: 21.362394 Detection error: 0.009805619716644287 time: 9:27:32.111375
- B/E: 100 / 234 , Gen_loss: -0.36681658 MI_loss: 22.363579 Detection error: 0.009813129901885986 time: 9:27:33.059326
- B/E: 101 / 234 , Gen_loss: -0.35876352 MI_loss: 21.908796 Detection error: 0.009819567203521729 time: 9:27:33.910181
- B/E: 102 / 234 , Gen_loss: -0.35948938 MI_loss: 21.668694 Detection error: 0.009817361831665039 time: 9:27:34.734281
- B/E: 103 / 234 , Gen_loss: -0.353245 MI_loss: 21.292057 Detection error: 0.00981372594833374 time: 9:27:35.598457
- B/E: 104 / 234 , Gen_loss: -0.35459834 MI_loss: 21.471893 Detection error: 0.00981605052947998 time: 9:27:36.494534
- B/E: 105 / 234 , Gen_loss: -0.3654719 MI_loss: 22.240461 Detection error: 0.009812772274017334 time: 9:27:37.390796
- B/E: 106 / 234 , Gen_loss: -0.3604526 MI_loss: 21.854837 Detection error: 0.009813070297241211 time: 9:27:38.291216
- B/E: 107 / 234 , Gen_loss: -0.35192573 MI_loss: 21.412186 Detection error: 0.009817123413085938 time: 9:27:39.135415
- B/E: 108 / 234 , Gen_loss: -0.35693085 MI_loss: 21.71525 Detection error: 0.009822547435760498 time: 9:27:39.937116
- B/E: 109 / 234 , Gen_loss: -0.36350626 MI_loss: 22.052193 Detection error: 0.009817898273468018 time: 9:27:40.746508
- B/E: 110 / 234 , Gen_loss: -0.3623461 MI_loss: 21.887524 Detection error: 0.009807169437408447 time: 9:27:41.611654
- B/E: 111 / 234 , Gen_loss: -0.37108585 MI_loss: 22.435389 Detection error: 0.009806931018829346 time: 9:27:42.503620
- B/E: 112 / 234 , Gen_loss: -0.3569611 MI_loss: 21.552204 Detection error: 0.00980532169342041 time: 9:27:43.401691
- B/E: 113 / 234 , Gen_loss: -0.37137416 MI_loss: 22.619427 Detection error: 0.009811699390411377 time: 9:27:44.269858
- B/E: 114 / 234 , Gen_loss: -0.35261512 MI_loss: 21.46593 Detection error: 0.009813070297241211 time: 9:27:45.099606
- B/E: 115 / 234 , Gen_loss: -0.3579314 MI_loss: 21.58211 Detection error: 0.009807109832763672 time: 9:27:45.995048
- B/E: 116 / 234 , Gen_loss: -0.36705583 MI_loss: 22.194593 Detection error: 0.009806632995605469 time: 9:27:47.018511
- B/E: 117 / 234 , Gen_loss: -0.3518853 MI_loss: 21.374882 Detection error: 0.009812772274017334 time: 9:27:47.951822
- B/E: 118 / 234 , Gen_loss: -0.35246155 MI_loss: 21.312998 Detection error: 0.009801745414733887 time: 9:27:48.761964
- B/E: 119 / 234 , Gen_loss: -0.3636085 MI_loss: 22.180882 Detection error: 0.009795844554901123 time: 9:27:49.539030
- B/E: 120 / 234 , Gen_loss: -0.34643257 MI_loss: 21.164143 Detection error: 0.009795427322387695 time: 9:27:50.360916
- B/E: 121 / 234 , Gen_loss: -0.36412972 MI_loss: 22.211182 Detection error: 0.009797394275665283 time: 9:27:51.187755
- B/E: 122 / 234 , Gen_loss: -0.37213433 MI_loss: 22.436798 Detection error: 0.00979393720626831 time: 9:27:52.048341
- B/E: 123 / 234 , Gen_loss: -0.36038437 MI_loss: 21.67589 Detection error: 0.009785771369934082 time: 9:27:52.918931
- B/E: 124 / 234 , Gen_loss: -0.3479435 MI_loss: 21.018114 Detection error: 0.009786009788513184 time: 9:27:53.782822
- B/E: 125 / 234 , Gen_loss: -0.35756943 MI_loss: 21.665329 Detection error: 0.009785950183868408 time: 9:27:54.651413
- B/E: 126 / 234 , Gen_loss: -0.34789357 MI_loss: 21.207624 Detection error: 0.009798705577850342 time: 9:27:55.540843
- B/E: 127 / 234 , Gen_loss: -0.3661015 MI_loss: 22.206547 Detection error: 0.009798109531402588 time: 9:27:56.413397
- B/E: 128 / 234 , Gen_loss: -0.36016142 MI_loss: 21.802145 Detection error: 0.009806931018829346 time: 9:27:57.282709
- B/E: 129 / 234 , Gen_loss: -0.36229184 MI_loss: 21.902355 Detection error: 0.009810090065002441 time: 9:27:58.152835
- B/E: 130 / 234 , Gen_loss: -0.36017445 MI_loss: 21.768576 Detection error: 0.009814143180847168 time: 9:27:59.025797
- B/E: 131 / 234 , Gen_loss: -0.35450935 MI_loss: 21.370642 Detection error: 0.009823381900787354 time: 9:27:59.922527
- B/E: 132 / 234 , Gen_loss: -0.3604845 MI_loss: 21.84017 Detection error: 0.00981813669204712 time: 9:28:00.933205
- B/E: 133 / 234 , Gen_loss: -0.35920087 MI_loss: 21.82235 Detection error: 0.00982511043548584 time: 9:28:01.833659
- B/E: 134 / 234 , Gen_loss: -0.3547819 MI_loss: 21.471668 Detection error: 0.009829163551330566 time: 9:28:02.731966
- B/E: 135 / 234 , Gen_loss: -0.36177695 MI_loss: 22.024626 Detection error: 0.009829938411712646 time: 9:28:03.629406
- B/E: 136 / 234 , Gen_loss: -0.36598086 MI_loss: 22.09336 Detection error: 0.0098344087600708 time: 9:28:04.534633
- B/E: 137 / 234 , Gen_loss: -0.34777355 MI_loss: 20.971636 Detection error: 0.009833335876464844 time: 9:28:05.434352
- B/E: 138 / 234 , Gen_loss: -0.35842526 MI_loss: 21.81593 Detection error: 0.00983881950378418 time: 9:28:06.329997
- B/E: 139 / 234 , Gen_loss: -0.36411896 MI_loss: 22.236816 Detection error: 0.009845316410064697 time: 9:28:07.233873
- B/E: 140 / 234 , Gen_loss: -0.35492977 MI_loss: 21.52044 Detection error: 0.009845316410064697 time: 9:28:08.128941
- B/E: 141 / 234 , Gen_loss: -0.3590877 MI_loss: 21.645687 Detection error: 0.009841322898864746 time: 9:28:09.025538
- B/E: 142 / 234 , Gen_loss: -0.35987803 MI_loss: 21.811026 Detection error: 0.009842216968536377 time: 9:28:09.924406
- B/E: 143 / 234 , Gen_loss: -0.36134762 MI_loss: 21.830893 Detection error: 0.00984203815460205 time: 9:28:10.818180
- B/E: 144 / 234 , Gen_loss: -0.3563727 MI_loss: 21.632927 Detection error: 0.009853005409240723 time: 9:28:11.712440
- B/E: 145 / 234 , Gen_loss: -0.35299063 MI_loss: 21.284616 Detection error: 0.009855329990386963 time: 9:28:12.608269
- B/E: 146 / 234 , Gen_loss: -0.3701004 MI_loss: 22.37255 Detection error: 0.009858191013336182 time: 9:28:13.503722
- B/E: 147 / 234 , Gen_loss: -0.3668359 MI_loss: 22.33858 Detection error: 0.00985938310623169 time: 9:28:14.401749
- B/E: 148 / 234 , Gen_loss: -0.36200702 MI_loss: 21.960804 Detection error: 0.00985950231552124 time: 9:28:15.380603
- B/E: 149 / 234 , Gen_loss: -0.37040207 MI_loss: 22.539127 Detection error: 0.009865820407867432 time: 9:28:16.280369
-
- Test Loss: 10.267493 Test Error: 0.01066666841506958
- -----
- EPOCH: 235
- B/E: 0 / 235 , Gen_loss: -0.34988442 MI_loss: 20.934435 Detection error: 0.010093748569488525 time: 9:28:18.274147
- B/E: 1 / 235 , Gen_loss: -0.3487915 MI_loss: 21.233019 Detection error: 0.010390639305114746 time: 9:28:51.298868
- B/E: 2 / 235 , Gen_loss: -0.35729128 MI_loss: 21.503466 Detection error: 0.009593725204467773 time: 9:28:52.146469
- B/E: 3 / 235 , Gen_loss: -0.35037932 MI_loss: 21.286463 Detection error: 0.009757816791534424 time: 9:28:52.919625
- B/E: 4 / 235 , Gen_loss: -0.35696217 MI_loss: 21.552265 Detection error: 0.009706258773803711 time: 9:28:53.688772
- B/E: 5 / 235 , Gen_loss: -0.3570474 MI_loss: 21.748154 Detection error: 0.009812474250793457 time: 9:28:54.616214
- B/E: 6 / 235 , Gen_loss: -0.36488563 MI_loss: 22.07967 Detection error: 0.009848237037658691 time: 9:28:55.454103
- B/E: 7 / 235 , Gen_loss: -0.3711543 MI_loss: 22.587414 Detection error: 0.009886741638183594 time: 9:28:56.354171
- B/E: 8 / 235 , Gen_loss: -0.35902125 MI_loss: 21.781572 Detection error: 0.00984722375869751 time: 9:28:57.239140
- B/E: 9 / 235 , Gen_loss: -0.35422972 MI_loss: 21.605862 Detection error: 0.009756267070770264 time: 9:28:58.119069
- B/E: 10 / 235 , Gen_loss: -0.3696808 MI_loss: 22.32099 Detection error: 0.009778380393981934 time: 9:28:59.104477
- B/E: 11 / 235 , Gen_loss: -0.3639981 MI_loss: 22.088139 Detection error: 0.009833335876464844 time: 9:28:59.932216
- B/E: 12 / 235 , Gen_loss: -0.35802042 MI_loss: 21.717545 Detection error: 0.009920656681060791 time: 9:29:00.733266
- B/E: 13 / 235 , Gen_loss: -0.35730708 MI_loss: 21.689182 Detection error: 0.009892880916595459 time: 9:29:01.505236
- B/E: 14 / 235 , Gen_loss: -0.35396242 MI_loss: 21.413376 Detection error: 0.009872913360595703 time: 9:29:02.275444
- B/E: 15 / 235 , Gen_loss: -0.360301 MI_loss: 21.765314 Detection error: 0.00987696647644043 time: 9:29:03.150290
- B/E: 16 / 235 , Gen_loss: -0.36798108 MI_loss: 22.270155 Detection error: 0.009847402572631836 time: 9:29:04.028923
- B/E: 17 / 235 , Gen_loss: -0.35573718 MI_loss: 21.415848 Detection error: 0.009852409362792969 time: 9:29:04.926145
- B/E: 18 / 235 , Gen_loss: -0.358895 MI_loss: 21.825272 Detection error: 0.009800970554351807 time: 9:29:05.812622
- B/E: 19 / 235 , Gen_loss: -0.35540238 MI_loss: 21.630465 Detection error: 0.009807825088500977 time: 9:29:06.695760
- B/E: 20 / 235 , Gen_loss: -0.3571117 MI_loss: 21.532959 Detection error: 0.009846746921539307 time: 9:29:07.575929
- B/E: 21 / 235 , Gen_loss: -0.3633332 MI_loss: 22.047482 Detection error: 0.00985652208328247 time: 9:29:08.463022
- B/E: 22 / 235 , Gen_loss: -0.3571149 MI_loss: 21.483263 Detection error: 0.009831547737121582 time: 9:29:09.345236
- B/E: 23 / 235 , Gen_loss: -0.36171004 MI_loss: 21.716545 Detection error: 0.00980597734451294 time: 9:29:10.228882
- B/E: 24 / 235 , Gen_loss: -0.358031 MI_loss: 21.6148 Detection error: 0.00980377197265625 time: 9:29:11.151571
- B/E: 25 / 235 , Gen_loss: -0.35533583 MI_loss: 21.438725 Detection error: 0.009841322898864746 time: 9:29:12.122722
- B/E: 26 / 235 , Gen_loss: -0.35662028 MI_loss: 21.775366 Detection error: 0.009877324104309082 time: 9:29:13.011720
- B/E: 27 / 235 , Gen_loss: -0.36695468 MI_loss: 22.290604 Detection error: 0.009892880916595459 time: 9:29:13.893114
- B/E: 28 / 235 , Gen_loss: -0.35486263 MI_loss: 21.563927 Detection error: 0.009890079498291016 time: 9:29:14.775381
- B/E: 29 / 235 , Gen_loss: -0.3567649 MI_loss: 21.657581 Detection error: 0.009892702102661133 time: 9:29:15.651520
- B/E: 30 / 235 , Gen_loss: -0.34941596 MI_loss: 21.100136 Detection error: 0.00989311933517456 time: 9:29:16.533069
- B/E: 31 / 235 , Gen_loss: -0.35000187 MI_loss: 21.10266 Detection error: 0.009874045848846436 time: 9:29:17.437237
- B/E: 32 / 235 , Gen_loss: -0.3464975 MI_loss: 21.009787 Detection error: 0.00987309217453003 time: 9:29:18.314599
- B/E: 33 / 235 , Gen_loss: -0.3619019 MI_loss: 21.925312 Detection error: 0.009840965270996094 time: 9:29:19.198066
- B/E: 34 / 235 , Gen_loss: -0.35359392 MI_loss: 21.453867 Detection error: 0.009840190410614014 time: 9:29:20.083190
- B/E: 35 / 235 , Gen_loss: -0.37780213 MI_loss: 22.795649 Detection error: 0.00982290506362915 time: 9:29:20.961688
- B/E: 36 / 235 , Gen_loss: -0.34978315 MI_loss: 21.176208 Detection error: 0.009821772575378418 time: 9:29:21.843773
- B/E: 37 / 235 , Gen_loss: -0.36661118 MI_loss: 22.220314 Detection error: 0.009817421436309814 time: 9:29:22.723759
- B/E: 38 / 235 , Gen_loss: -0.36420646 MI_loss: 22.106209 Detection error: 0.009836554527282715 time: 9:29:23.606152
- B/E: 39 / 235 , Gen_loss: -0.3629301 MI_loss: 21.829287 Detection error: 0.009828150272369385 time: 9:29:24.483548
- B/E: 40 / 235 , Gen_loss: -0.37063885 MI_loss: 22.544422 Detection error: 0.009816288948059082 time: 9:29:25.366427
- B/E: 41 / 235 , Gen_loss: -0.36400253 MI_loss: 22.102331 Detection error: 0.009827375411987305 time: 9:29:26.346896
- B/E: 42 / 235 , Gen_loss: -0.357047 MI_loss: 21.68109 Detection error: 0.009813964366912842 time: 9:29:27.232169
- B/E: 43 / 235 , Gen_loss: -0.3656099 MI_loss: 22.019577 Detection error: 0.009813904762268066 time: 9:29:28.109863
- B/E: 44 / 235 , Gen_loss: -0.35932913 MI_loss: 21.797598 Detection error: 0.009819447994232178 time: 9:29:28.999498
- B/E: 45 / 235 , Gen_loss: -0.37184963 MI_loss: 22.565723 Detection error: 0.00984644889831543 time: 9:29:29.884028
- B/E: 46 / 235 , Gen_loss: -0.35990322 MI_loss: 21.834232 Detection error: 0.009847760200500488 time: 9:29:30.764466
- B/E: 47 / 235 , Gen_loss: -0.36709243 MI_loss: 22.18273 Detection error: 0.009846329689025879 time: 9:29:31.652537
- B/E: 48 / 235 , Gen_loss: -0.36055577 MI_loss: 21.825714 Detection error: 0.009861588478088379 time: 9:29:32.538314
- B/E: 49 / 235 , Gen_loss: -0.37223482 MI_loss: 22.60257 Detection error: 0.009868144989013672 time: 9:29:33.422276
- B/E: 50 / 235 , Gen_loss: -0.36169544 MI_loss: 21.845682 Detection error: 0.009874403476715088 time: 9:29:34.308125
- B/E: 51 / 235 , Gen_loss: -0.35818958 MI_loss: 21.744822 Detection error: 0.00987619161605835 time: 9:29:35.190662
- B/E: 52 / 235 , Gen_loss: -0.35792333 MI_loss: 21.603767 Detection error: 0.009874403476715088 time: 9:29:36.075144
- B/E: 53 / 235 , Gen_loss: -0.36849582 MI_loss: 22.38736 Detection error: 0.009883105754852295 time: 9:29:36.956119
- B/E: 54 / 235 , Gen_loss: -0.3643113 MI_loss: 22.077805 Detection error: 0.00988239049911499 time: 9:29:37.853479
- B/E: 55 / 235 , Gen_loss: -0.35943288 MI_loss: 21.66851 Detection error: 0.009878337383270264 time: 9:29:38.733924
- B/E: 56 / 235 , Gen_loss: -0.34608215 MI_loss: 20.884846 Detection error: 0.009856879711151123 time: 9:29:39.619789
- B/E: 57 / 235 , Gen_loss: -0.36143842 MI_loss: 21.96887 Detection error: 0.00985342264175415 time: 9:29:40.620293
- B/E: 58 / 235 , Gen_loss: -0.3638136 MI_loss: 21.96264 Detection error: 0.009847462177276611 time: 9:29:41.503566
- B/E: 59 / 235 , Gen_loss: -0.3681184 MI_loss: 22.377163 Detection error: 0.009862005710601807 time: 9:29:42.397636
- B/E: 60 / 235 , Gen_loss: -0.36630788 MI_loss: 22.084177 Detection error: 0.009852945804595947 time: 9:29:43.285102
- B/E: 61 / 235 , Gen_loss: -0.35703316 MI_loss: 21.657808 Detection error: 0.009856343269348145 time: 9:29:44.167232
- B/E: 62 / 235 , Gen_loss: -0.35557428 MI_loss: 21.594122 Detection error: 0.009861111640930176 time: 9:29:45.046448
- B/E: 63 / 235 , Gen_loss: -0.3544816 MI_loss: 21.483263 Detection error: 0.00986182689666748 time: 9:29:45.926536
- B/E: 64 / 235 , Gen_loss: -0.3642277 MI_loss: 22.043432 Detection error: 0.009853839874267578 time: 9:29:46.811842
- B/E: 65 / 235 , Gen_loss: -0.3649693 MI_loss: 21.96482 Detection error: 0.009860813617706299 time: 9:29:47.698811
- B/E: 66 / 235 , Gen_loss: -0.3551575 MI_loss: 21.532835 Detection error: 0.00985729694366455 time: 9:29:48.582296
- B/E: 67 / 235 , Gen_loss: -0.371681 MI_loss: 22.371548 Detection error: 0.009849250316619873 time: 9:29:49.467451
- B/E: 68 / 235 , Gen_loss: -0.35950664 MI_loss: 21.779242 Detection error: 0.009859144687652588 time: 9:29:50.350471
- B/E: 69 / 235 , Gen_loss: -0.36995548 MI_loss: 22.323177 Detection error: 0.009863853454589844 time: 9:29:51.232947
- B/E: 70 / 235 , Gen_loss: -0.35875416 MI_loss: 21.644499 Detection error: 0.009860038757324219 time: 9:29:52.146736
- B/E: 71 / 235 , Gen_loss: -0.35000905 MI_loss: 21.245123 Detection error: 0.00986325740814209 time: 9:29:53.049466
- B/E: 72 / 235 , Gen_loss: -0.3623804 MI_loss: 21.963627 Detection error: 0.009856581687927246 time: 9:29:53.933699
- B/E: 73 / 235 , Gen_loss: -0.3591822 MI_loss: 21.91966 Detection error: 0.009855985641479492 time: 9:29:54.902484
- B/E: 74 / 235 , Gen_loss: -0.36902586 MI_loss: 22.437256 Detection error: 0.00985872745513916 time: 9:29:55.784620
- B/E: 75 / 235 , Gen_loss: -0.3604443 MI_loss: 21.657215 Detection error: 0.009852409362792969 time: 9:29:56.624626
- B/E: 76 / 235 , Gen_loss: -0.36141047 MI_loss: 21.86399 Detection error: 0.009857118129730225 time: 9:29:57.472186
- B/E: 77 / 235 , Gen_loss: -0.36306065 MI_loss: 21.90012 Detection error: 0.009851336479187012 time: 9:29:58.270189
- B/E: 78 / 235 , Gen_loss: -0.36934128 MI_loss: 22.255926 Detection error: 0.00984412431716919 time: 9:29:59.058205
- B/E: 79 / 235 , Gen_loss: -0.35975516 MI_loss: 21.764734 Detection error: 0.009853541851043701 time: 9:29:59.857131
- B/E: 80 / 235 , Gen_loss: -0.3576585 MI_loss: 21.611868 Detection error: 0.009866118431091309 time: 9:30:00.661330
- B/E: 81 / 235 , Gen_loss: -0.3616522 MI_loss: 21.829376 Detection error: 0.009860515594482422 time: 9:30:01.532088
- B/E: 82 / 235 , Gen_loss: -0.35997805 MI_loss: 21.75718 Detection error: 0.009860694408416748 time: 9:30:02.416592
- B/E: 83 / 235 , Gen_loss: -0.36283466 MI_loss: 21.891779 Detection error: 0.009863495826721191 time: 9:30:03.298339
- B/E: 84 / 235 , Gen_loss: -0.3636477 MI_loss: 21.99194 Detection error: 0.00985807180404663 time: 9:30:04.174260
- B/E: 85 / 235 , Gen_loss: -0.36127675 MI_loss: 21.823168 Detection error: 0.009837210178375244 time: 9:30:04.949452
- B/E: 86 / 235 , Gen_loss: -0.3543656 MI_loss: 21.436707 Detection error: 0.009838700294494629 time: 9:30:05.726122
- B/E: 87 / 235 , Gen_loss: -0.3552373 MI_loss: 21.498173 Detection error: 0.009827792644500732 time: 9:30:06.513171
- B/E: 88 / 235 , Gen_loss: -0.35519534 MI_loss: 21.70128 Detection error: 0.00981813669204712 time: 9:30:07.353224
- B/E: 89 / 235 , Gen_loss: -0.36155233 MI_loss: 22.012398 Detection error: 0.009826064109802246 time: 9:30:08.333653
- B/E: 90 / 235 , Gen_loss: -0.36052355 MI_loss: 21.841496 Detection error: 0.009825527667999268 time: 9:30:09.226260
- B/E: 91 / 235 , Gen_loss: -0.36560053 MI_loss: 22.297018 Detection error: 0.009831547737121582 time: 9:30:10.111823
- B/E: 92 / 235 , Gen_loss: -0.36027488 MI_loss: 21.705914 Detection error: 0.009818196296691895 time: 9:30:10.999606
- B/E: 93 / 235 , Gen_loss: -0.3526971 MI_loss: 21.363928 Detection error: 0.009820818901062012 time: 9:30:11.889286
- B/E: 94 / 235 , Gen_loss: -0.35105112 MI_loss: 21.349808 Detection error: 0.009835541248321533 time: 9:30:12.782857
- B/E: 95 / 235 , Gen_loss: -0.36567456 MI_loss: 22.15754 Detection error: 0.009830713272094727 time: 9:30:13.697642
- B/E: 96 / 235 , Gen_loss: -0.35917068 MI_loss: 21.852982 Detection error: 0.009836673736572266 time: 9:30:14.583832
- B/E: 97 / 235 , Gen_loss: -0.36548397 MI_loss: 22.116747 Detection error: 0.009828150272369385 time: 9:30:15.472948
- B/E: 98 / 235 , Gen_loss: -0.35751316 MI_loss: 21.537758 Detection error: 0.009817540645599365 time: 9:30:16.354998
- B/E: 99 / 235 , Gen_loss: -0.36592945 MI_loss: 22.088203 Detection error: 0.009813427925109863 time: 9:30:17.239498
- B/E: 100 / 235 , Gen_loss: -0.36373407 MI_loss: 22.228302 Detection error: 0.009817123413085938 time: 9:30:18.129893
- B/E: 101 / 235 , Gen_loss: -0.3654642 MI_loss: 22.198975 Detection error: 0.009823501110076904 time: 9:30:19.014543
- B/E: 102 / 235 , Gen_loss: -0.3553793 MI_loss: 21.66888 Detection error: 0.009821295738220215 time: 9:30:19.895469
- B/E: 103 / 235 , Gen_loss: -0.377812 MI_loss: 22.920685 Detection error: 0.009819090366363525 time: 9:30:20.785865
- B/E: 104 / 235 , Gen_loss: -0.35856718 MI_loss: 21.685963 Detection error: 0.009822309017181396 time: 9:30:21.674822
- B/E: 105 / 235 , Gen_loss: -0.3557674 MI_loss: 21.527792 Detection error: 0.009813070297241211 time: 9:30:22.642012
- B/E: 106 / 235 , Gen_loss: -0.3676344 MI_loss: 22.331118 Detection error: 0.009815692901611328 time: 9:30:23.529934
- B/E: 107 / 235 , Gen_loss: -0.35858253 MI_loss: 21.771454 Detection error: 0.009821474552154541 time: 9:30:24.416631
- B/E: 108 / 235 , Gen_loss: -0.3613074 MI_loss: 21.917175 Detection error: 0.009824812412261963 time: 9:30:25.301099
- B/E: 109 / 235 , Gen_loss: -0.35569605 MI_loss: 21.585835 Detection error: 0.00981903076171875 time: 9:30:26.184439
- B/E: 110 / 235 , Gen_loss: -0.35339463 MI_loss: 21.2711 Detection error: 0.009812474250793457 time: 9:30:27.068663
- B/E: 111 / 235 , Gen_loss: -0.35414168 MI_loss: 21.43142 Detection error: 0.009810805320739746 time: 9:30:27.949516
- B/E: 112 / 235 , Gen_loss: -0.3603947 MI_loss: 21.764687 Detection error: 0.009810268878936768 time: 9:30:28.837079
- B/E: 113 / 235 , Gen_loss: -0.36258897 MI_loss: 22.059809 Detection error: 0.009819090366363525 time: 9:30:29.727797
- B/E: 114 / 235 , Gen_loss: -0.35563982 MI_loss: 21.517302 Detection error: 0.009817957878112793 time: 9:30:30.606506
- B/E: 115 / 235 , Gen_loss: -0.36141008 MI_loss: 21.828957 Detection error: 0.009814918041229248 time: 9:30:31.490937
- B/E: 116 / 235 , Gen_loss: -0.35749868 MI_loss: 21.621174 Detection error: 0.009811937808990479 time: 9:30:32.402615
- B/E: 117 / 235 , Gen_loss: -0.35870856 MI_loss: 21.87157 Detection error: 0.00981515645980835 time: 9:30:33.286577
- B/E: 118 / 235 , Gen_loss: -0.3578833 MI_loss: 21.627304 Detection error: 0.009804904460906982 time: 9:30:34.164949
- B/E: 119 / 235 , Gen_loss: -0.3458603 MI_loss: 20.950138 Detection error: 0.00980597734451294 time: 9:30:35.051127
- B/E: 120 / 235 , Gen_loss: -0.3499915 MI_loss: 21.095512 Detection error: 0.009804487228393555 time: 9:30:35.933557
- B/E: 121 / 235 , Gen_loss: -0.3620118 MI_loss: 21.851713 Detection error: 0.009805560111999512 time: 9:30:36.895676
- B/E: 122 / 235 , Gen_loss: -0.35458386 MI_loss: 21.491634 Detection error: 0.009800314903259277 time: 9:30:37.803635
- B/E: 123 / 235 , Gen_loss: -0.36462075 MI_loss: 22.00679 Detection error: 0.009792864322662354 time: 9:30:38.688605
- B/E: 124 / 235 , Gen_loss: -0.3610853 MI_loss: 22.034391 Detection error: 0.009793221950531006 time: 9:30:39.618860
- B/E: 125 / 235 , Gen_loss: -0.35780597 MI_loss: 21.76624 Detection error: 0.009798884391784668 time: 9:30:40.451781
- B/E: 126 / 235 , Gen_loss: -0.3565879 MI_loss: 21.658823 Detection error: 0.009806811809539795 time: 9:30:41.344736
- B/E: 127 / 235 , Gen_loss: -0.3552738 MI_loss: 21.544777 Detection error: 0.00980466604232788 time: 9:30:42.226621
- B/E: 128 / 235 , Gen_loss: -0.3601457 MI_loss: 21.944153 Detection error: 0.009810566902160645 time: 9:30:43.112405
- B/E: 129 / 235 , Gen_loss: -0.35864723 MI_loss: 21.904696 Detection error: 0.009818732738494873 time: 9:30:44.003028
- B/E: 130 / 235 , Gen_loss: -0.36238608 MI_loss: 21.92505 Detection error: 0.009821593761444092 time: 9:30:44.887549
- B/E: 131 / 235 , Gen_loss: -0.3582526 MI_loss: 21.591879 Detection error: 0.009826719760894775 time: 9:30:45.775675
- B/E: 132 / 235 , Gen_loss: -0.35462317 MI_loss: 21.494316 Detection error: 0.009825408458709717 time: 9:30:46.669541
- B/E: 133 / 235 , Gen_loss: -0.36588353 MI_loss: 22.275557 Detection error: 0.009826481342315674 time: 9:30:47.583163
- B/E: 134 / 235 , Gen_loss: -0.34610876 MI_loss: 21.012018 Detection error: 0.0098305344581604 time: 9:30:48.466739
- B/E: 135 / 235 , Gen_loss: -0.36584842 MI_loss: 22.107796 Detection error: 0.009833872318267822 time: 9:30:49.354734
- B/E: 136 / 235 , Gen_loss: -0.35874104 MI_loss: 21.653996 Detection error: 0.00983506441116333 time: 9:30:50.247060
- B/E: 137 / 235 , Gen_loss: -0.36853355 MI_loss: 22.251347 Detection error: 0.009839653968811035 time: 9:30:51.227616
- B/E: 138 / 235 , Gen_loss: -0.3687536 MI_loss: 22.335812 Detection error: 0.009841740131378174 time: 9:30:52.113642
- B/E: 139 / 235 , Gen_loss: -0.3586125 MI_loss: 21.619205 Detection error: 0.009846866130828857 time: 9:30:53.002950
- B/E: 140 / 235 , Gen_loss: -0.34415802 MI_loss: 20.764036 Detection error: 0.009844183921813965 time: 9:30:53.887479
- B/E: 141 / 235 , Gen_loss: -0.35613367 MI_loss: 21.541073 Detection error: 0.009841322898864746 time: 9:30:54.774328
- B/E: 142 / 235 , Gen_loss: -0.36616975 MI_loss: 22.139355 Detection error: 0.009842634201049805 time: 9:30:55.622659
- B/E: 143 / 235 , Gen_loss: -0.35892123 MI_loss: 21.730879 Detection error: 0.009840250015258789 time: 9:30:56.500650
- B/E: 144 / 235 , Gen_loss: -0.35642144 MI_loss: 21.626749 Detection error: 0.00985020399093628 time: 9:30:57.383578
- B/E: 145 / 235 , Gen_loss: -0.36547253 MI_loss: 22.168585 Detection error: 0.009854435920715332 time: 9:30:58.271326
- B/E: 146 / 235 , Gen_loss: -0.35417968 MI_loss: 21.430191 Detection error: 0.00985628366470337 time: 9:30:59.152385
- B/E: 147 / 235 , Gen_loss: -0.3672893 MI_loss: 22.258408 Detection error: 0.009856820106506348 time: 9:31:00.034822
- B/E: 148 / 235 , Gen_loss: -0.36882752 MI_loss: 22.390615 Detection error: 0.009856760501861572 time: 9:31:00.918840
- B/E: 149 / 235 , Gen_loss: -0.36541146 MI_loss: 22.182312 Detection error: 0.009863972663879395 time: 9:31:01.800925
-
- Test Loss: 10.268086 Test Error: 0.010641694068908691
- -----
- EPOCH: 236
- B/E: 0 / 236 , Gen_loss: -0.3521405 MI_loss: 21.268784 Detection error: 0.010531246662139893 time: 9:31:03.765623
- B/E: 1 / 236 , Gen_loss: -0.35332352 MI_loss: 21.344433 Detection error: 0.009906232357025146 time: 9:31:38.956953
- B/E: 2 / 236 , Gen_loss: -0.35646063 MI_loss: 21.488987 Detection error: 0.009677112102508545 time: 9:31:39.976731
- B/E: 3 / 236 , Gen_loss: -0.3625346 MI_loss: 22.130032 Detection error: 0.009656250476837158 time: 9:31:40.859360
- B/E: 4 / 236 , Gen_loss: -0.36375135 MI_loss: 22.028397 Detection error: 0.00976252555847168 time: 9:31:41.742017
- B/E: 5 / 236 , Gen_loss: -0.34759462 MI_loss: 21.266432 Detection error: 0.009791672229766846 time: 9:31:42.625834
- B/E: 6 / 236 , Gen_loss: -0.35909072 MI_loss: 21.743914 Detection error: 0.009821414947509766 time: 9:31:43.511967
- B/E: 7 / 236 , Gen_loss: -0.36515492 MI_loss: 22.137186 Detection error: 0.009914040565490723 time: 9:31:44.400806
- B/E: 8 / 236 , Gen_loss: -0.36082536 MI_loss: 21.81445 Detection error: 0.009836792945861816 time: 9:31:45.274537
- B/E: 9 / 236 , Gen_loss: -0.35504577 MI_loss: 21.425928 Detection error: 0.009750008583068848 time: 9:31:46.083620
- B/E: 10 / 236 , Gen_loss: -0.3662144 MI_loss: 22.176224 Detection error: 0.009806811809539795 time: 9:31:46.947886
- B/E: 11 / 236 , Gen_loss: -0.3611919 MI_loss: 21.816551 Detection error: 0.009802103042602539 time: 9:31:47.800173
- B/E: 12 / 236 , Gen_loss: -0.35793552 MI_loss: 21.765657 Detection error: 0.00991588830947876 time: 9:31:48.631686
- B/E: 13 / 236 , Gen_loss: -0.35342506 MI_loss: 21.403547 Detection error: 0.009908497333526611 time: 9:31:49.402366
- B/E: 14 / 236 , Gen_loss: -0.356602 MI_loss: 21.585072 Detection error: 0.00986248254776001 time: 9:31:50.273821
- B/E: 15 / 236 , Gen_loss: -0.36747962 MI_loss: 22.234106 Detection error: 0.009882807731628418 time: 9:31:51.194488
- B/E: 16 / 236 , Gen_loss: -0.3598594 MI_loss: 21.7453 Detection error: 0.009845614433288574 time: 9:31:52.078752
- B/E: 17 / 236 , Gen_loss: -0.35300654 MI_loss: 21.337492 Detection error: 0.009826362133026123 time: 9:31:52.964972
- B/E: 18 / 236 , Gen_loss: -0.3681455 MI_loss: 22.18703 Detection error: 0.009804248809814453 time: 9:31:53.930099
- B/E: 19 / 236 , Gen_loss: -0.34235442 MI_loss: 20.986279 Detection error: 0.009792208671569824 time: 9:31:54.831818
- B/E: 20 / 236 , Gen_loss: -0.353449 MI_loss: 21.56461 Detection error: 0.009827375411987305 time: 9:31:55.712800
- B/E: 21 / 236 , Gen_loss: -0.34645012 MI_loss: 21.056114 Detection error: 0.009828150272369385 time: 9:31:56.618827
- B/E: 22 / 236 , Gen_loss: -0.36414233 MI_loss: 21.971151 Detection error: 0.009816586971282959 time: 9:31:57.508242
- B/E: 23 / 236 , Gen_loss: -0.3641528 MI_loss: 21.967865 Detection error: 0.009811222553253174 time: 9:31:58.393782
- B/E: 24 / 236 , Gen_loss: -0.3580624 MI_loss: 21.648235 Detection error: 0.009838759899139404 time: 9:31:59.284084
- B/E: 25 / 236 , Gen_loss: -0.35881248 MI_loss: 21.659063 Detection error: 0.009829342365264893 time: 9:32:00.104402
- B/E: 26 / 236 , Gen_loss: -0.35304776 MI_loss: 21.535938 Detection error: 0.009885430335998535 time: 9:32:00.882431
- B/E: 27 / 236 , Gen_loss: -0.36461812 MI_loss: 22.198069 Detection error: 0.009895086288452148 time: 9:32:01.657568
- B/E: 28 / 236 , Gen_loss: -0.3641184 MI_loss: 22.072145 Detection error: 0.009889006614685059 time: 9:32:02.433247
- B/E: 29 / 236 , Gen_loss: -0.36268258 MI_loss: 22.008614 Detection error: 0.009886443614959717 time: 9:32:03.231366
- B/E: 30 / 236 , Gen_loss: -0.3520006 MI_loss: 21.322449 Detection error: 0.009894132614135742 time: 9:32:04.032710
- B/E: 31 / 236 , Gen_loss: -0.35509706 MI_loss: 21.45983 Detection error: 0.009864270687103271 time: 9:32:05.048792
- B/E: 32 / 236 , Gen_loss: -0.35212037 MI_loss: 21.24307 Detection error: 0.009870290756225586 time: 9:32:05.966198
- B/E: 33 / 236 , Gen_loss: -0.3528043 MI_loss: 21.355505 Detection error: 0.00985020399093628 time: 9:32:06.848524
- B/E: 34 / 236 , Gen_loss: -0.3619527 MI_loss: 21.851284 Detection error: 0.009841978549957275 time: 9:32:07.728961
- B/E: 35 / 236 , Gen_loss: -0.35482347 MI_loss: 21.44229 Detection error: 0.009821176528930664 time: 9:32:08.616463
- B/E: 36 / 236 , Gen_loss: -0.36460406 MI_loss: 22.217093 Detection error: 0.009828567504882812 time: 9:32:09.500443
- B/E: 37 / 236 , Gen_loss: -0.359866 MI_loss: 21.76628 Detection error: 0.009815812110900879 time: 9:32:10.381210
- B/E: 38 / 236 , Gen_loss: -0.35881528 MI_loss: 21.708351 Detection error: 0.009845376014709473 time: 9:32:11.273494
- B/E: 39 / 236 , Gen_loss: -0.35118303 MI_loss: 21.236168 Detection error: 0.009828925132751465 time: 9:32:12.156875
- B/E: 40 / 236 , Gen_loss: -0.36246914 MI_loss: 21.945597 Detection error: 0.009830772876739502 time: 9:32:13.036879
- B/E: 41 / 236 , Gen_loss: -0.3726636 MI_loss: 22.616404 Detection error: 0.00982290506362915 time: 9:32:13.910976
- B/E: 42 / 236 , Gen_loss: -0.36586976 MI_loss: 22.171267 Detection error: 0.00981903076171875 time: 9:32:14.717401
- B/E: 43 / 236 , Gen_loss: -0.3615936 MI_loss: 21.741726 Detection error: 0.009813189506530762 time: 9:32:15.615540
- B/E: 44 / 236 , Gen_loss: -0.3604197 MI_loss: 21.88337 Detection error: 0.009825706481933594 time: 9:32:16.495328
- B/E: 45 / 236 , Gen_loss: -0.36271185 MI_loss: 22.103767 Detection error: 0.009829461574554443 time: 9:32:17.385865
- B/E: 46 / 236 , Gen_loss: -0.35459533 MI_loss: 21.484444 Detection error: 0.009841084480285645 time: 9:32:18.270713
- B/E: 47 / 236 , Gen_loss: -0.3620096 MI_loss: 21.887197 Detection error: 0.00984567403793335 time: 9:32:19.157318
- B/E: 48 / 236 , Gen_loss: -0.35307422 MI_loss: 21.50053 Detection error: 0.009855866432189941 time: 9:32:20.130306
- B/E: 49 / 236 , Gen_loss: -0.35317358 MI_loss: 21.296432 Detection error: 0.009861886501312256 time: 9:32:21.017068
- B/E: 50 / 236 , Gen_loss: -0.36985666 MI_loss: 22.438297 Detection error: 0.009867668151855469 time: 9:32:21.905533
- B/E: 51 / 236 , Gen_loss: -0.3543649 MI_loss: 21.565184 Detection error: 0.009868383407592773 time: 9:32:22.807094
- B/E: 52 / 236 , Gen_loss: -0.35985914 MI_loss: 21.864134 Detection error: 0.009864389896392822 time: 9:32:23.593595
- B/E: 53 / 236 , Gen_loss: -0.36517596 MI_loss: 22.115955 Detection error: 0.009883105754852295 time: 9:32:24.371088
- B/E: 54 / 236 , Gen_loss: -0.36021703 MI_loss: 21.75978 Detection error: 0.00987786054611206 time: 9:32:25.145235
- B/E: 55 / 236 , Gen_loss: -0.3587412 MI_loss: 21.739096 Detection error: 0.009867727756500244 time: 9:32:25.954909
- B/E: 56 / 236 , Gen_loss: -0.36582467 MI_loss: 22.209923 Detection error: 0.009855806827545166 time: 9:32:26.725042
- B/E: 57 / 236 , Gen_loss: -0.35556367 MI_loss: 21.52373 Detection error: 0.00984644889831543 time: 9:32:27.514012
- B/E: 58 / 236 , Gen_loss: -0.36111563 MI_loss: 21.954615 Detection error: 0.00983738899230957 time: 9:32:28.399430
- B/E: 59 / 236 , Gen_loss: -0.3613735 MI_loss: 22.032644 Detection error: 0.009858846664428711 time: 9:32:29.283409
- B/E: 60 / 236 , Gen_loss: -0.36208764 MI_loss: 21.852226 Detection error: 0.009849369525909424 time: 9:32:30.169580
- B/E: 61 / 236 , Gen_loss: -0.3571062 MI_loss: 21.710081 Detection error: 0.009850800037384033 time: 9:32:31.051742
- B/E: 62 / 236 , Gen_loss: -0.36246383 MI_loss: 22.067238 Detection error: 0.00985860824584961 time: 9:32:31.968677
- B/E: 63 / 236 , Gen_loss: -0.35682985 MI_loss: 21.605663 Detection error: 0.009858906269073486 time: 9:32:32.923820
- B/E: 64 / 236 , Gen_loss: -0.35335138 MI_loss: 21.557634 Detection error: 0.009847104549407959 time: 9:32:33.804865
- B/E: 65 / 236 , Gen_loss: -0.36227688 MI_loss: 21.955187 Detection error: 0.009849905967712402 time: 9:32:34.692758
- B/E: 66 / 236 , Gen_loss: -0.35221204 MI_loss: 21.27123 Detection error: 0.009846985340118408 time: 9:32:35.576001
- B/E: 67 / 236 , Gen_loss: -0.36864716 MI_loss: 22.293724 Detection error: 0.009846508502960205 time: 9:32:36.456183
- B/E: 68 / 236 , Gen_loss: -0.35963672 MI_loss: 21.726902 Detection error: 0.009851455688476562 time: 9:32:37.359555
- B/E: 69 / 236 , Gen_loss: -0.37151578 MI_loss: 22.391384 Detection error: 0.009857118129730225 time: 9:32:38.246944
- B/E: 70 / 236 , Gen_loss: -0.36474246 MI_loss: 22.109484 Detection error: 0.009851694107055664 time: 9:32:39.132813
- B/E: 71 / 236 , Gen_loss: -0.35375455 MI_loss: 21.398775 Detection error: 0.009846329689025879 time: 9:32:40.013846
- B/E: 72 / 236 , Gen_loss: -0.36422232 MI_loss: 22.159946 Detection error: 0.009849309921264648 time: 9:32:40.907422
- B/E: 73 / 236 , Gen_loss: -0.36266416 MI_loss: 22.093899 Detection error: 0.009840786457061768 time: 9:32:41.793406
- B/E: 74 / 236 , Gen_loss: -0.36040077 MI_loss: 21.983877 Detection error: 0.009845435619354248 time: 9:32:42.677105
- B/E: 75 / 236 , Gen_loss: -0.36234462 MI_loss: 22.009892 Detection error: 0.00983428955078125 time: 9:32:43.562505
- B/E: 76 / 236 , Gen_loss: -0.36288065 MI_loss: 22.009739 Detection error: 0.009841322898864746 time: 9:32:44.448224
- B/E: 77 / 236 , Gen_loss: -0.36218044 MI_loss: 21.9626 Detection error: 0.009840548038482666 time: 9:32:45.331708
- B/E: 78 / 236 , Gen_loss: -0.35610336 MI_loss: 21.534704 Detection error: 0.009833872318267822 time: 9:32:46.215171
- B/E: 79 / 236 , Gen_loss: -0.36391264 MI_loss: 22.08971 Detection error: 0.009845316410064697 time: 9:32:47.194896
- B/E: 80 / 236 , Gen_loss: -0.3505042 MI_loss: 21.190445 Detection error: 0.009853005409240723 time: 9:32:48.080646
- B/E: 81 / 236 , Gen_loss: -0.35839868 MI_loss: 21.662697 Detection error: 0.009851396083831787 time: 9:32:48.970003
- B/E: 82 / 236 , Gen_loss: -0.3436304 MI_loss: 20.869762 Detection error: 0.009846389293670654 time: 9:32:49.851420
- B/E: 83 / 236 , Gen_loss: -0.3731948 MI_loss: 22.589472 Detection error: 0.009849309921264648 time: 9:32:50.734965
- B/E: 84 / 236 , Gen_loss: -0.3633762 MI_loss: 21.982376 Detection error: 0.009848177433013916 time: 9:32:51.625346
- B/E: 85 / 236 , Gen_loss: -0.3601753 MI_loss: 21.73643 Detection error: 0.009828150272369385 time: 9:32:52.509307
- B/E: 86 / 236 , Gen_loss: -0.36993793 MI_loss: 22.25808 Detection error: 0.009826123714447021 time: 9:32:53.391049
- B/E: 87 / 236 , Gen_loss: -0.3667881 MI_loss: 22.170338 Detection error: 0.009810388088226318 time: 9:32:54.272628
- B/E: 88 / 236 , Gen_loss: -0.36461386 MI_loss: 22.079762 Detection error: 0.009803354740142822 time: 9:32:55.161098
- B/E: 89 / 236 , Gen_loss: -0.3689891 MI_loss: 22.486015 Detection error: 0.009811460971832275 time: 9:32:56.048559
- B/E: 90 / 236 , Gen_loss: -0.3521672 MI_loss: 21.297829 Detection error: 0.009811460971832275 time: 9:32:56.894671
- B/E: 91 / 236 , Gen_loss: -0.34785938 MI_loss: 21.181551 Detection error: 0.009818613529205322 time: 9:32:57.756698
- B/E: 92 / 236 , Gen_loss: -0.34494472 MI_loss: 20.79368 Detection error: 0.009807109832763672 time: 9:32:58.652673
- B/E: 93 / 236 , Gen_loss: -0.35493603 MI_loss: 21.622238 Detection error: 0.009804189205169678 time: 9:32:59.481605
- B/E: 94 / 236 , Gen_loss: -0.36414784 MI_loss: 22.231522 Detection error: 0.009819388389587402 time: 9:33:00.375941
- B/E: 95 / 236 , Gen_loss: -0.36044943 MI_loss: 21.90645 Detection error: 0.009824573993682861 time: 9:33:01.340835
- B/E: 96 / 236 , Gen_loss: -0.35595313 MI_loss: 21.60176 Detection error: 0.009825706481933594 time: 9:33:02.226710
- B/E: 97 / 236 , Gen_loss: -0.36469227 MI_loss: 22.086754 Detection error: 0.009816348552703857 time: 9:33:03.110869
- B/E: 98 / 236 , Gen_loss: -0.34665212 MI_loss: 20.935497 Detection error: 0.009805560111999512 time: 9:33:04.001614
- B/E: 99 / 236 , Gen_loss: -0.36792248 MI_loss: 22.158913 Detection error: 0.009802818298339844 time: 9:33:04.892911
- B/E: 100 / 236 , Gen_loss: -0.36188847 MI_loss: 21.96063 Detection error: 0.009803831577301025 time: 9:33:05.781866
- B/E: 101 / 236 , Gen_loss: -0.35810062 MI_loss: 21.58749 Detection error: 0.009811580181121826 time: 9:33:06.665688
- B/E: 102 / 236 , Gen_loss: -0.36993352 MI_loss: 22.442379 Detection error: 0.009809792041778564 time: 9:33:07.553152
- B/E: 103 / 236 , Gen_loss: -0.36440018 MI_loss: 22.059628 Detection error: 0.009803473949432373 time: 9:33:08.441585
- B/E: 104 / 236 , Gen_loss: -0.3551951 MI_loss: 21.513498 Detection error: 0.009807169437408447 time: 9:33:09.334292
- B/E: 105 / 236 , Gen_loss: -0.3508369 MI_loss: 21.286335 Detection error: 0.009808063507080078 time: 9:33:10.225865
- B/E: 106 / 236 , Gen_loss: -0.357757 MI_loss: 21.61848 Detection error: 0.00980520248413086 time: 9:33:11.113412
- B/E: 107 / 236 , Gen_loss: -0.3530916 MI_loss: 21.312489 Detection error: 0.009812235832214355 time: 9:33:12.036853
- B/E: 108 / 236 , Gen_loss: -0.35695454 MI_loss: 21.634254 Detection error: 0.009816229343414307 time: 9:33:12.923354
- B/E: 109 / 236 , Gen_loss: -0.35318607 MI_loss: 21.49216 Detection error: 0.009808778762817383 time: 9:33:13.808567
- B/E: 110 / 236 , Gen_loss: -0.36565349 MI_loss: 21.754723 Detection error: 0.009799003601074219 time: 9:33:14.644356
- B/E: 111 / 236 , Gen_loss: -0.36666247 MI_loss: 22.28161 Detection error: 0.009800493717193604 time: 9:33:15.599693
- B/E: 112 / 236 , Gen_loss: -0.3622501 MI_loss: 22.005026 Detection error: 0.009802281856536865 time: 9:33:16.510607
- B/E: 113 / 236 , Gen_loss: -0.35541746 MI_loss: 21.678387 Detection error: 0.009808123111724854 time: 9:33:17.413678
- B/E: 114 / 236 , Gen_loss: -0.35515082 MI_loss: 21.545052 Detection error: 0.009809494018554688 time: 9:33:18.296027
- B/E: 115 / 236 , Gen_loss: -0.3744386 MI_loss: 22.538242 Detection error: 0.009806036949157715 time: 9:33:19.148178
- B/E: 116 / 236 , Gen_loss: -0.36301908 MI_loss: 22.11982 Detection error: 0.009801805019378662 time: 9:33:20.014716
- B/E: 117 / 236 , Gen_loss: -0.34979102 MI_loss: 21.257761 Detection error: 0.009809315204620361 time: 9:33:20.903031
- B/E: 118 / 236 , Gen_loss: -0.3637742 MI_loss: 21.829916 Detection error: 0.009798049926757812 time: 9:33:21.786342
- B/E: 119 / 236 , Gen_loss: -0.35990912 MI_loss: 21.84523 Detection error: 0.009792685508728027 time: 9:33:22.672439
- B/E: 120 / 236 , Gen_loss: -0.34908354 MI_loss: 21.184128 Detection error: 0.009793102741241455 time: 9:33:23.558274
- B/E: 121 / 236 , Gen_loss: -0.36221704 MI_loss: 22.206585 Detection error: 0.009799182415008545 time: 9:33:24.443220
- B/E: 122 / 236 , Gen_loss: -0.3663728 MI_loss: 22.009937 Detection error: 0.009790897369384766 time: 9:33:25.328098
- B/E: 123 / 236 , Gen_loss: -0.35876524 MI_loss: 21.804136 Detection error: 0.009785771369934082 time: 9:33:26.215737
- B/E: 124 / 236 , Gen_loss: -0.36315066 MI_loss: 21.962217 Detection error: 0.0097847580909729 time: 9:33:27.094861
- B/E: 125 / 236 , Gen_loss: -0.3673756 MI_loss: 22.277235 Detection error: 0.009787678718566895 time: 9:33:28.000930
- B/E: 126 / 236 , Gen_loss: -0.36525282 MI_loss: 22.13482 Detection error: 0.009797990322113037 time: 9:33:28.886969
- B/E: 127 / 236 , Gen_loss: -0.35678512 MI_loss: 21.745155 Detection error: 0.009797096252441406 time: 9:33:29.872635
- B/E: 128 / 236 , Gen_loss: -0.35268444 MI_loss: 21.216879 Detection error: 0.00980377197265625 time: 9:33:30.761007
- B/E: 129 / 236 , Gen_loss: -0.3592989 MI_loss: 21.961664 Detection error: 0.009806513786315918 time: 9:33:31.643980
- B/E: 130 / 236 , Gen_loss: -0.36266083 MI_loss: 22.053932 Detection error: 0.009815096855163574 time: 9:33:32.539955
- B/E: 131 / 236 , Gen_loss: -0.35730216 MI_loss: 21.761747 Detection error: 0.009817242622375488 time: 9:33:33.427335
- B/E: 132 / 236 , Gen_loss: -0.36161396 MI_loss: 21.863295 Detection error: 0.009813427925109863 time: 9:33:34.239539
- B/E: 133 / 236 , Gen_loss: -0.36983398 MI_loss: 22.265789 Detection error: 0.009818077087402344 time: 9:33:35.117683
- B/E: 134 / 236 , Gen_loss: -0.35263008 MI_loss: 21.331205 Detection error: 0.009826362133026123 time: 9:33:36.002934
- B/E: 135 / 236 , Gen_loss: -0.36699262 MI_loss: 22.207533 Detection error: 0.009826958179473877 time: 9:33:36.887182
- B/E: 136 / 236 , Gen_loss: -0.36057204 MI_loss: 21.813128 Detection error: 0.009828031063079834 time: 9:33:37.776350
- B/E: 137 / 236 , Gen_loss: -0.36221576 MI_loss: 21.874228 Detection error: 0.009831726551055908 time: 9:33:38.667693
- B/E: 138 / 236 , Gen_loss: -0.36219394 MI_loss: 21.958914 Detection error: 0.009832978248596191 time: 9:33:39.566171
- B/E: 139 / 236 , Gen_loss: -0.36465833 MI_loss: 22.188332 Detection error: 0.009840846061706543 time: 9:33:40.452793
- B/E: 140 / 236 , Gen_loss: -0.3537426 MI_loss: 21.617722 Detection error: 0.009840190410614014 time: 9:33:41.340086
- B/E: 141 / 236 , Gen_loss: -0.36171257 MI_loss: 21.728373 Detection error: 0.009836733341217041 time: 9:33:42.227905
- B/E: 142 / 236 , Gen_loss: -0.36193702 MI_loss: 21.811638 Detection error: 0.009835898876190186 time: 9:33:43.112217
- B/E: 143 / 236 , Gen_loss: -0.3611239 MI_loss: 21.857462 Detection error: 0.009835958480834961 time: 9:33:44.084907
- B/E: 144 / 236 , Gen_loss: -0.34992397 MI_loss: 21.17528 Detection error: 0.009845912456512451 time: 9:33:44.952191
- B/E: 145 / 236 , Gen_loss: -0.35489637 MI_loss: 21.627623 Detection error: 0.009852290153503418 time: 9:33:45.765409
- B/E: 146 / 236 , Gen_loss: -0.35242978 MI_loss: 21.340738 Detection error: 0.009852707386016846 time: 9:33:46.637317
- B/E: 147 / 236 , Gen_loss: -0.3563385 MI_loss: 21.613754 Detection error: 0.009852409362792969 time: 9:33:47.523378
- B/E: 148 / 236 , Gen_loss: -0.35796744 MI_loss: 21.637379 Detection error: 0.009853601455688477 time: 9:33:48.407953
- B/E: 149 / 236 , Gen_loss: -0.3700601 MI_loss: 22.351606 Detection error: 0.009861469268798828 time: 9:33:49.297278
-
- Test Loss: 10.267365 Test Error: 0.010658323764801025
- -----
- EPOCH: 237
- B/E: 0 / 237 , Gen_loss: -0.35395488 MI_loss: 21.516167 Detection error: 0.010531246662139893 time: 9:33:51.270739
- B/E: 1 / 237 , Gen_loss: -0.3561647 MI_loss: 21.713535 Detection error: 0.010140597820281982 time: 9:34:26.398229
- B/E: 2 / 237 , Gen_loss: -0.3593158 MI_loss: 21.77993 Detection error: 0.009770810604095459 time: 9:34:27.316091
- B/E: 3 / 237 , Gen_loss: -0.36291605 MI_loss: 22.029316 Detection error: 0.009570300579071045 time: 9:34:28.164910
- B/E: 4 / 237 , Gen_loss: -0.36893964 MI_loss: 22.344013 Detection error: 0.009700000286102295 time: 9:34:28.949249
- B/E: 5 / 237 , Gen_loss: -0.36123803 MI_loss: 22.030613 Detection error: 0.00970834493637085 time: 9:34:29.930122
- B/E: 6 / 237 , Gen_loss: -0.35075366 MI_loss: 21.330448 Detection error: 0.009812474250793457 time: 9:34:30.840514
- B/E: 7 / 237 , Gen_loss: -0.35429534 MI_loss: 21.515665 Detection error: 0.009886741638183594 time: 9:34:31.701023
- B/E: 8 / 237 , Gen_loss: -0.3624944 MI_loss: 21.897427 Detection error: 0.009836792945861816 time: 9:34:32.474153
- B/E: 9 / 237 , Gen_loss: -0.36609864 MI_loss: 22.256218 Detection error: 0.009784400463104248 time: 9:34:33.245770
- B/E: 10 / 237 , Gen_loss: -0.36303622 MI_loss: 22.024246 Detection error: 0.009772717952728271 time: 9:34:34.022964
- B/E: 11 / 237 , Gen_loss: -0.35505152 MI_loss: 21.468767 Detection error: 0.00984114408493042 time: 9:34:34.905405
- B/E: 12 / 237 , Gen_loss: -0.35755563 MI_loss: 21.614393 Detection error: 0.009908676147460938 time: 9:34:35.807957
- B/E: 13 / 237 , Gen_loss: -0.3622742 MI_loss: 21.962357 Detection error: 0.009881675243377686 time: 9:34:36.694541
- B/E: 14 / 237 , Gen_loss: -0.37712732 MI_loss: 22.872135 Detection error: 0.009841680526733398 time: 9:34:37.582005
- B/E: 15 / 237 , Gen_loss: -0.36208314 MI_loss: 21.840834 Detection error: 0.009843766689300537 time: 9:34:38.466799
- B/E: 16 / 237 , Gen_loss: -0.3676366 MI_loss: 22.22214 Detection error: 0.009843766689300537 time: 9:34:39.352938
- B/E: 17 / 237 , Gen_loss: -0.3570746 MI_loss: 21.515945 Detection error: 0.009812474250793457 time: 9:34:40.240723
- B/E: 18 / 237 , Gen_loss: -0.35619783 MI_loss: 21.463991 Detection error: 0.009782910346984863 time: 9:34:41.125662
- B/E: 19 / 237 , Gen_loss: -0.35270113 MI_loss: 21.442028 Detection error: 0.009790599346160889 time: 9:34:42.010653
- B/E: 20 / 237 , Gen_loss: -0.35105833 MI_loss: 21.254086 Detection error: 0.009796142578125 time: 9:34:42.986083
- B/E: 21 / 237 , Gen_loss: -0.36509353 MI_loss: 22.38031 Detection error: 0.009840905666351318 time: 9:34:43.873980
- B/E: 22 / 237 , Gen_loss: -0.35972172 MI_loss: 21.64843 Detection error: 0.00982201099395752 time: 9:34:44.769093
- B/E: 23 / 237 , Gen_loss: -0.3690822 MI_loss: 22.337612 Detection error: 0.00980466604232788 time: 9:34:45.650611
- B/E: 24 / 237 , Gen_loss: -0.36246315 MI_loss: 21.838846 Detection error: 0.009819984436035156 time: 9:34:46.533826
- B/E: 25 / 237 , Gen_loss: -0.35333613 MI_loss: 21.157461 Detection error: 0.009823322296142578 time: 9:34:47.375208
- B/E: 26 / 237 , Gen_loss: -0.34859845 MI_loss: 21.18361 Detection error: 0.009880781173706055 time: 9:34:48.237588
- B/E: 27 / 237 , Gen_loss: -0.35880974 MI_loss: 21.875767 Detection error: 0.009892880916595459 time: 9:34:49.058863
- B/E: 28 / 237 , Gen_loss: -0.3612205 MI_loss: 21.928188 Detection error: 0.009881436824798584 time: 9:34:49.898947
- B/E: 29 / 237 , Gen_loss: -0.3581093 MI_loss: 21.841509 Detection error: 0.00989687442779541 time: 9:34:50.712147
- B/E: 30 / 237 , Gen_loss: -0.3553055 MI_loss: 21.58818 Detection error: 0.009874999523162842 time: 9:34:51.543742
- B/E: 31 / 237 , Gen_loss: -0.3481181 MI_loss: 21.055325 Detection error: 0.00984179973602295 time: 9:34:52.435071
- B/E: 32 / 237 , Gen_loss: -0.35867414 MI_loss: 21.901676 Detection error: 0.009856998920440674 time: 9:34:53.264063
- B/E: 33 / 237 , Gen_loss: -0.35489145 MI_loss: 21.536095 Detection error: 0.009813427925109863 time: 9:34:54.087494
- B/E: 34 / 237 , Gen_loss: -0.3577556 MI_loss: 21.778242 Detection error: 0.009831249713897705 time: 9:34:54.972728
- B/E: 35 / 237 , Gen_loss: -0.36386108 MI_loss: 22.090322 Detection error: 0.009815990924835205 time: 9:34:55.853951
- B/E: 36 / 237 , Gen_loss: -0.35914353 MI_loss: 21.73322 Detection error: 0.009823501110076904 time: 9:34:56.826303
- B/E: 37 / 237 , Gen_loss: -0.35365647 MI_loss: 21.338266 Detection error: 0.009815812110900879 time: 9:34:57.725388
- B/E: 38 / 237 , Gen_loss: -0.35565418 MI_loss: 21.472061 Detection error: 0.009826123714447021 time: 9:34:58.613018
- B/E: 39 / 237 , Gen_loss: -0.36224908 MI_loss: 21.867552 Detection error: 0.009824216365814209 time: 9:34:59.510851
- B/E: 40 / 237 , Gen_loss: -0.36041623 MI_loss: 21.853798 Detection error: 0.009814023971557617 time: 9:35:00.389954
- B/E: 41 / 237 , Gen_loss: -0.36351892 MI_loss: 21.88057 Detection error: 0.009819209575653076 time: 9:35:01.275896
- B/E: 42 / 237 , Gen_loss: -0.35423124 MI_loss: 21.509346 Detection error: 0.00980377197265625 time: 9:35:02.166849
- B/E: 43 / 237 , Gen_loss: -0.35906726 MI_loss: 21.774323 Detection error: 0.009800434112548828 time: 9:35:03.047307
- B/E: 44 / 237 , Gen_loss: -0.35753885 MI_loss: 21.765392 Detection error: 0.009813904762268066 time: 9:35:03.939145
- B/E: 45 / 237 , Gen_loss: -0.35655665 MI_loss: 21.573511 Detection error: 0.009835600852966309 time: 9:35:04.831987
- B/E: 46 / 237 , Gen_loss: -0.36781374 MI_loss: 22.150589 Detection error: 0.009847760200500488 time: 9:35:05.720067
- B/E: 47 / 237 , Gen_loss: -0.35835415 MI_loss: 21.684204 Detection error: 0.00983661413192749 time: 9:35:06.606100
- B/E: 48 / 237 , Gen_loss: -0.35449526 MI_loss: 21.375158 Detection error: 0.009848237037658691 time: 9:35:07.491263
- B/E: 49 / 237 , Gen_loss: -0.3556511 MI_loss: 21.575842 Detection error: 0.009861886501312256 time: 9:35:08.388910
- B/E: 50 / 237 , Gen_loss: -0.35737345 MI_loss: 21.692934 Detection error: 0.00986701250076294 time: 9:35:09.274883
- B/E: 51 / 237 , Gen_loss: -0.36383888 MI_loss: 22.229172 Detection error: 0.009877383708953857 time: 9:35:10.154615
- B/E: 52 / 237 , Gen_loss: -0.3669092 MI_loss: 22.129314 Detection error: 0.009864985942840576 time: 9:35:11.145923
- B/E: 53 / 237 , Gen_loss: -0.3616349 MI_loss: 21.9994 Detection error: 0.009883701801300049 time: 9:35:12.035779
- B/E: 54 / 237 , Gen_loss: -0.35978997 MI_loss: 21.74545 Detection error: 0.00988239049911499 time: 9:35:12.920148
- B/E: 55 / 237 , Gen_loss: -0.3609153 MI_loss: 21.735449 Detection error: 0.009863853454589844 time: 9:35:13.720526
- B/E: 56 / 237 , Gen_loss: -0.35607618 MI_loss: 21.539186 Detection error: 0.009850859642028809 time: 9:35:14.522269
- B/E: 57 / 237 , Gen_loss: -0.35784695 MI_loss: 21.737844 Detection error: 0.009850740432739258 time: 9:35:15.296740
- B/E: 58 / 237 , Gen_loss: -0.3575206 MI_loss: 21.679998 Detection error: 0.009841620922088623 time: 9:35:16.087349
- B/E: 59 / 237 , Gen_loss: -0.36581945 MI_loss: 22.185871 Detection error: 0.009863018989562988 time: 9:35:16.865841
- B/E: 60 / 237 , Gen_loss: -0.35099456 MI_loss: 21.249395 Detection error: 0.009844779968261719 time: 9:35:17.736999
- B/E: 61 / 237 , Gen_loss: -0.3526525 MI_loss: 21.33141 Detection error: 0.0098533034324646 time: 9:35:18.622739
- B/E: 62 / 237 , Gen_loss: -0.3552981 MI_loss: 21.523476 Detection error: 0.009861111640930176 time: 9:35:19.511991
- B/E: 63 / 237 , Gen_loss: -0.36528876 MI_loss: 22.201242 Detection error: 0.009858369827270508 time: 9:35:20.393820
- B/E: 64 / 237 , Gen_loss: -0.36365995 MI_loss: 22.018135 Detection error: 0.009848058223724365 time: 9:35:21.276671
- B/E: 65 / 237 , Gen_loss: -0.3628006 MI_loss: 22.020662 Detection error: 0.009846091270446777 time: 9:35:22.123530
- B/E: 66 / 237 , Gen_loss: -0.37401146 MI_loss: 22.71458 Detection error: 0.009854018688201904 time: 9:35:22.909694
- B/E: 67 / 237 , Gen_loss: -0.37483487 MI_loss: 22.511965 Detection error: 0.009838700294494629 time: 9:35:23.683191
- B/E: 68 / 237 , Gen_loss: -0.35607597 MI_loss: 21.614151 Detection error: 0.009845137596130371 time: 9:35:24.561140
- B/E: 69 / 237 , Gen_loss: -0.36880365 MI_loss: 22.228779 Detection error: 0.009856224060058594 time: 9:35:25.339694
- B/E: 70 / 237 , Gen_loss: -0.36285594 MI_loss: 21.965542 Detection error: 0.00985032320022583 time: 9:35:26.123132
- B/E: 71 / 237 , Gen_loss: -0.36385956 MI_loss: 21.975605 Detection error: 0.009850680828094482 time: 9:35:26.893922
- B/E: 72 / 237 , Gen_loss: -0.35953656 MI_loss: 21.892462 Detection error: 0.009848058223724365 time: 9:35:27.680537
- B/E: 73 / 237 , Gen_loss: -0.3597485 MI_loss: 21.689964 Detection error: 0.00984334945678711 time: 9:35:28.555415
- B/E: 74 / 237 , Gen_loss: -0.36181572 MI_loss: 22.043537 Detection error: 0.00985252857208252 time: 9:35:29.443625
- B/E: 75 / 237 , Gen_loss: -0.3579821 MI_loss: 21.735172 Detection error: 0.009849071502685547 time: 9:35:30.329516
- B/E: 76 / 237 , Gen_loss: -0.35580575 MI_loss: 21.56797 Detection error: 0.009853065013885498 time: 9:35:31.217888
- B/E: 77 / 237 , Gen_loss: -0.36715558 MI_loss: 22.221817 Detection error: 0.009845376014709473 time: 9:35:32.121791
- B/E: 78 / 237 , Gen_loss: -0.3604494 MI_loss: 21.775475 Detection error: 0.009849309921264648 time: 9:35:33.006568
- B/E: 79 / 237 , Gen_loss: -0.3572057 MI_loss: 21.553759 Detection error: 0.009858191013336182 time: 9:35:33.894972
- B/E: 80 / 237 , Gen_loss: -0.35810298 MI_loss: 21.780024 Detection error: 0.009866118431091309 time: 9:35:34.781693
- B/E: 81 / 237 , Gen_loss: -0.35079595 MI_loss: 21.228596 Detection error: 0.009858250617980957 time: 9:35:35.664741
- B/E: 82 / 237 , Gen_loss: -0.35899737 MI_loss: 21.799307 Detection error: 0.009855031967163086 time: 9:35:36.555432
- B/E: 83 / 237 , Gen_loss: -0.36579457 MI_loss: 22.24939 Detection error: 0.009855270385742188 time: 9:35:37.446364
- B/E: 84 / 237 , Gen_loss: -0.35991603 MI_loss: 21.792404 Detection error: 0.009852945804595947 time: 9:35:38.416564
- B/E: 85 / 237 , Gen_loss: -0.36280918 MI_loss: 21.906345 Detection error: 0.009837210178375244 time: 9:35:39.243085
- B/E: 86 / 237 , Gen_loss: -0.3581567 MI_loss: 21.656204 Detection error: 0.00983583927154541 time: 9:35:40.027744
- B/E: 87 / 237 , Gen_loss: -0.35679504 MI_loss: 21.61082 Detection error: 0.009819269180297852 time: 9:35:40.798687
- B/E: 88 / 237 , Gen_loss: -0.3627303 MI_loss: 22.02153 Detection error: 0.009810030460357666 time: 9:35:41.638474
- B/E: 89 / 237 , Gen_loss: -0.34166282 MI_loss: 20.76079 Detection error: 0.009823620319366455 time: 9:35:42.525673
- B/E: 90 / 237 , Gen_loss: -0.35361597 MI_loss: 21.408638 Detection error: 0.009824156761169434 time: 9:35:43.405645
- B/E: 91 / 237 , Gen_loss: -0.35656062 MI_loss: 21.58014 Detection error: 0.009829163551330566 time: 9:35:44.292415
- B/E: 92 / 237 , Gen_loss: -0.35578284 MI_loss: 21.532043 Detection error: 0.009815216064453125 time: 9:35:45.177986
- B/E: 93 / 237 , Gen_loss: -0.3457148 MI_loss: 20.980324 Detection error: 0.009816467761993408 time: 9:35:46.067620
- B/E: 94 / 237 , Gen_loss: -0.34661886 MI_loss: 21.059381 Detection error: 0.009823381900787354 time: 9:35:46.948678
- B/E: 95 / 237 , Gen_loss: -0.36602527 MI_loss: 22.330057 Detection error: 0.00983041524887085 time: 9:35:47.776045
- B/E: 96 / 237 , Gen_loss: -0.3539892 MI_loss: 21.424898 Detection error: 0.009827017784118652 time: 9:35:48.552729
- B/E: 97 / 237 , Gen_loss: -0.36409137 MI_loss: 21.970285 Detection error: 0.009825587272644043 time: 9:35:49.330021
- B/E: 98 / 237 , Gen_loss: -0.35058948 MI_loss: 21.232618 Detection error: 0.009813129901885986 time: 9:35:50.193088
- B/E: 99 / 237 , Gen_loss: -0.36085424 MI_loss: 21.900244 Detection error: 0.00981283187866211 time: 9:35:51.089315
- B/E: 100 / 237 , Gen_loss: -0.36174995 MI_loss: 21.895332 Detection error: 0.009811580181121826 time: 9:35:52.071589
- B/E: 101 / 237 , Gen_loss: -0.3722305 MI_loss: 22.67798 Detection error: 0.0098189115524292 time: 9:35:52.957728
- B/E: 102 / 237 , Gen_loss: -0.35036233 MI_loss: 21.253122 Detection error: 0.009818851947784424 time: 9:35:53.844768
- B/E: 103 / 237 , Gen_loss: -0.36647767 MI_loss: 22.242565 Detection error: 0.009817004203796387 time: 9:35:54.741603
- B/E: 104 / 237 , Gen_loss: -0.361397 MI_loss: 21.83782 Detection error: 0.00981605052947998 time: 9:35:55.567382
- B/E: 105 / 237 , Gen_loss: -0.35973662 MI_loss: 21.861368 Detection error: 0.009815454483032227 time: 9:35:56.342565
- B/E: 106 / 237 , Gen_loss: -0.35866776 MI_loss: 21.739006 Detection error: 0.00981748104095459 time: 9:35:57.136779
- B/E: 107 / 237 , Gen_loss: -0.36585552 MI_loss: 22.149988 Detection error: 0.009816527366638184 time: 9:35:57.933651
- B/E: 108 / 237 , Gen_loss: -0.35970035 MI_loss: 21.791857 Detection error: 0.009819388389587402 time: 9:35:58.706533
- B/E: 109 / 237 , Gen_loss: -0.35817516 MI_loss: 21.71796 Detection error: 0.009815037250518799 time: 9:35:59.481890
- B/E: 110 / 237 , Gen_loss: -0.3547929 MI_loss: 21.49257 Detection error: 0.009811639785766602 time: 9:36:00.255835
- B/E: 111 / 237 , Gen_loss: -0.37259862 MI_loss: 22.47974 Detection error: 0.009806334972381592 time: 9:36:01.032503
- B/E: 112 / 237 , Gen_loss: -0.36903542 MI_loss: 22.220572 Detection error: 0.009805858135223389 time: 9:36:01.801668
- B/E: 113 / 237 , Gen_loss: -0.36151552 MI_loss: 22.186878 Detection error: 0.009817183017730713 time: 9:36:02.591909
- B/E: 114 / 237 , Gen_loss: -0.36911714 MI_loss: 22.368408 Detection error: 0.009811162948608398 time: 9:36:03.467441
- B/E: 115 / 237 , Gen_loss: -0.36096787 MI_loss: 21.743013 Detection error: 0.009813845157623291 time: 9:36:04.348393
- B/E: 116 / 237 , Gen_loss: -0.35642228 MI_loss: 21.743853 Detection error: 0.009811162948608398 time: 9:36:05.329956
- B/E: 117 / 237 , Gen_loss: -0.3526234 MI_loss: 21.35438 Detection error: 0.009811997413635254 time: 9:36:06.221684
- B/E: 118 / 237 , Gen_loss: -0.35240304 MI_loss: 21.2487 Detection error: 0.009806215763092041 time: 9:36:07.109881
- B/E: 119 / 237 , Gen_loss: -0.36180085 MI_loss: 21.875296 Detection error: 0.009799718856811523 time: 9:36:07.996675
- B/E: 120 / 237 , Gen_loss: -0.35753554 MI_loss: 21.668272 Detection error: 0.009801149368286133 time: 9:36:08.888419
- B/E: 121 / 237 , Gen_loss: -0.3639496 MI_loss: 21.997355 Detection error: 0.009801208972930908 time: 9:36:09.774907
- B/E: 122 / 237 , Gen_loss: -0.35238117 MI_loss: 21.157162 Detection error: 0.009794473648071289 time: 9:36:10.660007
- B/E: 123 / 237 , Gen_loss: -0.3562002 MI_loss: 21.483992 Detection error: 0.009790301322937012 time: 9:36:11.557147
- B/E: 124 / 237 , Gen_loss: -0.3592808 MI_loss: 21.785154 Detection error: 0.009786248207092285 time: 9:36:12.447653
- B/E: 125 / 237 , Gen_loss: -0.35675266 MI_loss: 21.829317 Detection error: 0.009789705276489258 time: 9:36:13.333876
- B/E: 126 / 237 , Gen_loss: -0.35279274 MI_loss: 21.472242 Detection error: 0.00980067253112793 time: 9:36:14.217697
- B/E: 127 / 237 , Gen_loss: -0.35810682 MI_loss: 21.809574 Detection error: 0.009800076484680176 time: 9:36:15.102352
- B/E: 128 / 237 , Gen_loss: -0.3591905 MI_loss: 21.735004 Detection error: 0.009804487228393555 time: 9:36:15.989839
- B/E: 129 / 237 , Gen_loss: -0.36228392 MI_loss: 21.99493 Detection error: 0.009812474250793457 time: 9:36:16.877219
- B/E: 130 / 237 , Gen_loss: -0.35743612 MI_loss: 21.536364 Detection error: 0.00981748104095459 time: 9:36:17.688933
- B/E: 131 / 237 , Gen_loss: -0.36225805 MI_loss: 21.843262 Detection error: 0.00982290506362915 time: 9:36:18.508414
- B/E: 132 / 237 , Gen_loss: -0.35394448 MI_loss: 21.309362 Detection error: 0.009817183017730713 time: 9:36:19.384173
- B/E: 133 / 237 , Gen_loss: -0.36623034 MI_loss: 22.154755 Detection error: 0.009821116924285889 time: 9:36:20.176009
- B/E: 134 / 237 , Gen_loss: -0.35440814 MI_loss: 21.534298 Detection error: 0.009824991226196289 time: 9:36:21.077290
- B/E: 135 / 237 , Gen_loss: -0.3696351 MI_loss: 22.362381 Detection error: 0.009825825691223145 time: 9:36:21.965072
- B/E: 136 / 237 , Gen_loss: -0.35001403 MI_loss: 21.253454 Detection error: 0.009833931922912598 time: 9:36:22.850010
- B/E: 137 / 237 , Gen_loss: -0.36423245 MI_loss: 21.969164 Detection error: 0.00983494520187378 time: 9:36:23.739874
- B/E: 138 / 237 , Gen_loss: -0.35048494 MI_loss: 21.254427 Detection error: 0.009838581085205078 time: 9:36:24.627889
- B/E: 139 / 237 , Gen_loss: -0.35850558 MI_loss: 21.63662 Detection error: 0.009843051433563232 time: 9:36:25.451374
- B/E: 140 / 237 , Gen_loss: -0.36206257 MI_loss: 21.983067 Detection error: 0.009841740131378174 time: 9:36:26.229727
- B/E: 141 / 237 , Gen_loss: -0.35362974 MI_loss: 21.33503 Detection error: 0.009836912155151367 time: 9:36:27.125147
- B/E: 142 / 237 , Gen_loss: -0.36047426 MI_loss: 21.792019 Detection error: 0.0098380446434021 time: 9:36:28.026469
- B/E: 143 / 237 , Gen_loss: -0.3599622 MI_loss: 21.8729 Detection error: 0.00983572006225586 time: 9:36:28.913749
- B/E: 144 / 237 , Gen_loss: -0.36447966 MI_loss: 22.14947 Detection error: 0.009849786758422852 time: 9:36:29.800762
- B/E: 145 / 237 , Gen_loss: -0.35522535 MI_loss: 21.527752 Detection error: 0.009855508804321289 time: 9:36:30.685050
- B/E: 146 / 237 , Gen_loss: -0.35201654 MI_loss: 21.272358 Detection error: 0.009853959083557129 time: 9:36:31.564564
- B/E: 147 / 237 , Gen_loss: -0.35912645 MI_loss: 21.785275 Detection error: 0.009856820106506348 time: 9:36:32.483310
- B/E: 148 / 237 , Gen_loss: -0.36697876 MI_loss: 22.26292 Detection error: 0.009860098361968994 time: 9:36:33.448102
- B/E: 149 / 237 , Gen_loss: -0.356526 MI_loss: 21.682707 Detection error: 0.009865224361419678 time: 9:36:34.340193
-
- Test Loss: 10.263095 Test Error: 0.01068335771560669
- -----
- EPOCH: 238
- B/E: 0 / 238 , Gen_loss: -0.35685453 MI_loss: 21.503752 Detection error: 0.01021873950958252 time: 9:36:36.292704
- B/E: 1 / 238 , Gen_loss: -0.35111043 MI_loss: 21.349543 Detection error: 0.010187506675720215 time: 9:37:11.964607
- B/E: 2 / 238 , Gen_loss: -0.35094026 MI_loss: 21.295084 Detection error: 0.009625017642974854 time: 9:37:12.910529
- B/E: 3 / 238 , Gen_loss: -0.36210194 MI_loss: 22.002785 Detection error: 0.009609401226043701 time: 9:37:13.818627
- B/E: 4 / 238 , Gen_loss: -0.3544356 MI_loss: 21.584526 Detection error: 0.00963127613067627 time: 9:37:14.715808
- B/E: 5 / 238 , Gen_loss: -0.36304516 MI_loss: 22.126516 Detection error: 0.009723961353302002 time: 9:37:15.633740
- B/E: 6 / 238 , Gen_loss: -0.36209145 MI_loss: 21.972815 Detection error: 0.009741067886352539 time: 9:37:16.533525
- B/E: 7 / 238 , Gen_loss: -0.35810164 MI_loss: 21.884176 Detection error: 0.009878933429718018 time: 9:37:17.444041
- B/E: 8 / 238 , Gen_loss: -0.3621764 MI_loss: 21.818419 Detection error: 0.009774327278137207 time: 9:37:18.294598
- B/E: 9 / 238 , Gen_loss: -0.35940042 MI_loss: 21.806395 Detection error: 0.009746849536895752 time: 9:37:19.158143
- B/E: 10 / 238 , Gen_loss: -0.36811978 MI_loss: 22.39682 Detection error: 0.00977557897567749 time: 9:37:20.163188
- B/E: 11 / 238 , Gen_loss: -0.3626597 MI_loss: 22.069263 Detection error: 0.009820342063903809 time: 9:37:21.015299
- B/E: 12 / 238 , Gen_loss: -0.36107814 MI_loss: 21.971943 Detection error: 0.00983893871307373 time: 9:37:21.874032
- B/E: 13 / 238 , Gen_loss: -0.36301622 MI_loss: 22.068424 Detection error: 0.009854912757873535 time: 9:37:22.675727
- B/E: 14 / 238 , Gen_loss: -0.36980945 MI_loss: 22.328964 Detection error: 0.009820818901062012 time: 9:37:23.458007
- B/E: 15 / 238 , Gen_loss: -0.36372766 MI_loss: 22.111721 Detection error: 0.00984179973602295 time: 9:37:24.279209
- B/E: 16 / 238 , Gen_loss: -0.36948118 MI_loss: 22.395182 Detection error: 0.009840071201324463 time: 9:37:25.187695
- B/E: 17 / 238 , Gen_loss: -0.34780946 MI_loss: 21.096455 Detection error: 0.009821176528930664 time: 9:37:26.082313
- B/E: 18 / 238 , Gen_loss: -0.3639213 MI_loss: 21.998608 Detection error: 0.009773015975952148 time: 9:37:26.976925
- B/E: 19 / 238 , Gen_loss: -0.345409 MI_loss: 21.0958 Detection error: 0.009779691696166992 time: 9:37:27.875715
- B/E: 20 / 238 , Gen_loss: -0.3551506 MI_loss: 21.510576 Detection error: 0.009812474250793457 time: 9:37:28.773819
- B/E: 21 / 238 , Gen_loss: -0.35850564 MI_loss: 21.754179 Detection error: 0.009815335273742676 time: 9:37:29.668051
- B/E: 22 / 238 , Gen_loss: -0.36519632 MI_loss: 21.9953 Detection error: 0.009792149066925049 time: 9:37:30.568041
- B/E: 23 / 238 , Gen_loss: -0.3578371 MI_loss: 21.618855 Detection error: 0.009779930114746094 time: 9:37:31.461613
- B/E: 24 / 238 , Gen_loss: -0.36267194 MI_loss: 21.878365 Detection error: 0.009790003299713135 time: 9:37:32.356804
- B/E: 25 / 238 , Gen_loss: -0.36306363 MI_loss: 22.06733 Detection error: 0.009817302227020264 time: 9:37:33.356600
- B/E: 26 / 238 , Gen_loss: -0.34527576 MI_loss: 20.929283 Detection error: 0.009879648685455322 time: 9:37:34.252899
- B/E: 27 / 238 , Gen_loss: -0.36801553 MI_loss: 22.486095 Detection error: 0.00988614559173584 time: 9:37:35.164421
- B/E: 28 / 238 , Gen_loss: -0.34915814 MI_loss: 21.21164 Detection error: 0.009885787963867188 time: 9:37:36.065152
- B/E: 29 / 238 , Gen_loss: -0.35992724 MI_loss: 21.872253 Detection error: 0.009883344173431396 time: 9:37:36.960214
- B/E: 30 / 238 , Gen_loss: -0.35892633 MI_loss: 21.728672 Detection error: 0.00986391305923462 time: 9:37:37.857678
- B/E: 31 / 238 , Gen_loss: -0.35192233 MI_loss: 21.32969 Detection error: 0.009846687316894531 time: 9:37:38.756989
- B/E: 32 / 238 , Gen_loss: -0.35952333 MI_loss: 21.790442 Detection error: 0.009843766689300537 time: 9:37:39.650786
- B/E: 33 / 238 , Gen_loss: -0.35240495 MI_loss: 21.289831 Detection error: 0.009835481643676758 time: 9:37:40.548455
- B/E: 34 / 238 , Gen_loss: -0.36074835 MI_loss: 21.846832 Detection error: 0.009830355644226074 time: 9:37:41.445675
- B/E: 35 / 238 , Gen_loss: -0.35733718 MI_loss: 21.602097 Detection error: 0.009809017181396484 time: 9:37:42.340664
- B/E: 36 / 238 , Gen_loss: -0.35952008 MI_loss: 21.810705 Detection error: 0.00982433557510376 time: 9:37:43.222786
- B/E: 37 / 238 , Gen_loss: -0.35813725 MI_loss: 21.620562 Detection error: 0.009811699390411377 time: 9:37:44.104168
- B/E: 38 / 238 , Gen_loss: -0.36486936 MI_loss: 22.078745 Detection error: 0.009829342365264893 time: 9:37:44.976175
- B/E: 39 / 238 , Gen_loss: -0.36686876 MI_loss: 22.185377 Detection error: 0.009816408157348633 time: 9:37:45.761665
- B/E: 40 / 238 , Gen_loss: -0.35993785 MI_loss: 21.81135 Detection error: 0.009814798831939697 time: 9:37:46.640874
- B/E: 41 / 238 , Gen_loss: -0.36223838 MI_loss: 21.780012 Detection error: 0.009803593158721924 time: 9:37:47.621537
- B/E: 42 / 238 , Gen_loss: -0.35398978 MI_loss: 21.365082 Detection error: 0.009804487228393555 time: 9:37:48.441401
- B/E: 43 / 238 , Gen_loss: -0.3637759 MI_loss: 21.949108 Detection error: 0.009799718856811523 time: 9:37:49.249264
- B/E: 44 / 238 , Gen_loss: -0.35572857 MI_loss: 21.495783 Detection error: 0.009820818901062012 time: 9:37:50.150618
- B/E: 45 / 238 , Gen_loss: -0.3697073 MI_loss: 22.3351 Detection error: 0.00982135534286499 time: 9:37:51.072769
- B/E: 46 / 238 , Gen_loss: -0.3532006 MI_loss: 21.474493 Detection error: 0.009842395782470703 time: 9:37:51.967701
- B/E: 47 / 238 , Gen_loss: -0.36465448 MI_loss: 22.04886 Detection error: 0.009831368923187256 time: 9:37:52.864791
- B/E: 48 / 238 , Gen_loss: -0.35551244 MI_loss: 21.576138 Detection error: 0.009853959083557129 time: 9:37:53.764659
- B/E: 49 / 238 , Gen_loss: -0.36490777 MI_loss: 22.230711 Detection error: 0.00985562801361084 time: 9:37:54.659861
- B/E: 50 / 238 , Gen_loss: -0.3498768 MI_loss: 21.333685 Detection error: 0.009854793548583984 time: 9:37:55.557411
- B/E: 51 / 238 , Gen_loss: -0.3655714 MI_loss: 22.126928 Detection error: 0.009854555130004883 time: 9:37:56.473958
- B/E: 52 / 238 , Gen_loss: -0.3700264 MI_loss: 22.513052 Detection error: 0.009856104850769043 time: 9:37:57.370235
- B/E: 53 / 238 , Gen_loss: -0.36308444 MI_loss: 22.038666 Detection error: 0.009866297245025635 time: 9:37:58.268377
- B/E: 54 / 238 , Gen_loss: -0.36496115 MI_loss: 22.199705 Detection error: 0.009873270988464355 time: 9:37:59.163707
- B/E: 55 / 238 , Gen_loss: -0.36039248 MI_loss: 21.767908 Detection error: 0.009859919548034668 time: 9:38:00.062737
- B/E: 56 / 238 , Gen_loss: -0.35728082 MI_loss: 21.627758 Detection error: 0.009849786758422852 time: 9:38:00.960673
- B/E: 57 / 238 , Gen_loss: -0.36442786 MI_loss: 21.979954 Detection error: 0.009844303131103516 time: 9:38:01.957950
- B/E: 58 / 238 , Gen_loss: -0.3582887 MI_loss: 21.80948 Detection error: 0.009835302829742432 time: 9:38:02.853942
- B/E: 59 / 238 , Gen_loss: -0.35361066 MI_loss: 21.438007 Detection error: 0.009846866130828857 time: 9:38:03.748858
- B/E: 60 / 238 , Gen_loss: -0.35229447 MI_loss: 21.114939 Detection error: 0.009843766689300537 time: 9:38:04.644353
- B/E: 61 / 238 , Gen_loss: -0.3539887 MI_loss: 21.574764 Detection error: 0.009843230247497559 time: 9:38:05.544117
- B/E: 62 / 238 , Gen_loss: -0.35392004 MI_loss: 21.373657 Detection error: 0.009848713874816895 time: 9:38:06.441522
- B/E: 63 / 238 , Gen_loss: -0.35917708 MI_loss: 21.83193 Detection error: 0.00985109806060791 time: 9:38:07.339540
- B/E: 64 / 238 , Gen_loss: -0.3615943 MI_loss: 21.905266 Detection error: 0.009847581386566162 time: 9:38:08.235491
- B/E: 65 / 238 , Gen_loss: -0.36466742 MI_loss: 22.144913 Detection error: 0.009848952293395996 time: 9:38:09.132324
- B/E: 66 / 238 , Gen_loss: -0.36636508 MI_loss: 22.18845 Detection error: 0.009854018688201904 time: 9:38:10.031840
- B/E: 67 / 238 , Gen_loss: -0.3640715 MI_loss: 22.026394 Detection error: 0.0098419189453125 time: 9:38:10.878044
- B/E: 68 / 238 , Gen_loss: -0.37030694 MI_loss: 22.429733 Detection error: 0.009844660758972168 time: 9:38:11.696694
- B/E: 69 / 238 , Gen_loss: -0.36832255 MI_loss: 22.416811 Detection error: 0.00985044240951538 time: 9:38:12.578353
- B/E: 70 / 238 , Gen_loss: -0.35899827 MI_loss: 21.72705 Detection error: 0.009850800037384033 time: 9:38:13.480038
- B/E: 71 / 238 , Gen_loss: -0.3616195 MI_loss: 21.955633 Detection error: 0.009852409362792969 time: 9:38:14.375856
- B/E: 72 / 238 , Gen_loss: -0.36690864 MI_loss: 22.363537 Detection error: 0.00984889268875122 time: 9:38:15.275771
- B/E: 73 / 238 , Gen_loss: -0.36043793 MI_loss: 21.794022 Detection error: 0.009839951992034912 time: 9:38:16.258556
- B/E: 74 / 238 , Gen_loss: -0.3691959 MI_loss: 22.43018 Detection error: 0.009850859642028809 time: 9:38:17.157857
- B/E: 75 / 238 , Gen_loss: -0.35014918 MI_loss: 21.263985 Detection error: 0.009839236736297607 time: 9:38:18.056855
- B/E: 76 / 238 , Gen_loss: -0.35097966 MI_loss: 21.360504 Detection error: 0.009849011898040771 time: 9:38:18.956928
- B/E: 77 / 238 , Gen_loss: -0.36626902 MI_loss: 22.111996 Detection error: 0.009845733642578125 time: 9:38:19.859609
- B/E: 78 / 238 , Gen_loss: -0.3737466 MI_loss: 22.633135 Detection error: 0.009838581085205078 time: 9:38:20.756287
- B/E: 79 / 238 , Gen_loss: -0.36077893 MI_loss: 21.779114 Detection error: 0.009848415851593018 time: 9:38:21.644649
- B/E: 80 / 238 , Gen_loss: -0.3693001 MI_loss: 22.35661 Detection error: 0.009858012199401855 time: 9:38:22.535331
- B/E: 81 / 238 , Gen_loss: -0.3568695 MI_loss: 21.499903 Detection error: 0.009852886199951172 time: 9:38:23.426146
- B/E: 82 / 238 , Gen_loss: -0.35916078 MI_loss: 21.664803 Detection error: 0.009850919246673584 time: 9:38:24.319263
- B/E: 83 / 238 , Gen_loss: -0.3691173 MI_loss: 22.372648 Detection error: 0.009851574897766113 time: 9:38:25.201324
- B/E: 84 / 238 , Gen_loss: -0.370097 MI_loss: 22.476402 Detection error: 0.00985109806060791 time: 9:38:26.087125
- B/E: 85 / 238 , Gen_loss: -0.37233397 MI_loss: 22.339245 Detection error: 0.009831368923187256 time: 9:38:26.987078
- B/E: 86 / 238 , Gen_loss: -0.3632879 MI_loss: 21.940605 Detection error: 0.00982576608657837 time: 9:38:27.887363
- B/E: 87 / 238 , Gen_loss: -0.35417786 MI_loss: 21.453215 Detection error: 0.009812116622924805 time: 9:38:28.771401
- B/E: 88 / 238 , Gen_loss: -0.36213508 MI_loss: 21.851294 Detection error: 0.009803354740142822 time: 9:38:29.557825
- B/E: 89 / 238 , Gen_loss: -0.36707565 MI_loss: 22.272734 Detection error: 0.009817719459533691 time: 9:38:30.461577
- B/E: 90 / 238 , Gen_loss: -0.35238972 MI_loss: 21.361776 Detection error: 0.009817302227020264 time: 9:38:31.345404
- B/E: 91 / 238 , Gen_loss: -0.35015294 MI_loss: 21.205824 Detection error: 0.009820640087127686 time: 9:38:32.240300
- B/E: 92 / 238 , Gen_loss: -0.3461697 MI_loss: 21.007454 Detection error: 0.009807109832763672 time: 9:38:33.134141
- B/E: 93 / 238 , Gen_loss: -0.35222295 MI_loss: 21.400475 Detection error: 0.009808540344238281 time: 9:38:34.056549
- B/E: 94 / 238 , Gen_loss: -0.36900082 MI_loss: 22.441343 Detection error: 0.00982135534286499 time: 9:38:34.963552
- B/E: 95 / 238 , Gen_loss: -0.36026734 MI_loss: 21.949793 Detection error: 0.009823918342590332 time: 9:38:35.887735
- B/E: 96 / 238 , Gen_loss: -0.35596704 MI_loss: 21.637009 Detection error: 0.009824395179748535 time: 9:38:36.792617
- B/E: 97 / 238 , Gen_loss: -0.3681507 MI_loss: 22.393965 Detection error: 0.009815394878387451 time: 9:38:37.691005
- B/E: 98 / 238 , Gen_loss: -0.36483672 MI_loss: 21.992043 Detection error: 0.009808063507080078 time: 9:38:38.605989
- B/E: 99 / 238 , Gen_loss: -0.35504657 MI_loss: 21.28625 Detection error: 0.009805917739868164 time: 9:38:39.523231
- B/E: 100 / 238 , Gen_loss: -0.37059823 MI_loss: 22.481697 Detection error: 0.009806334972381592 time: 9:38:40.419705
- B/E: 101 / 238 , Gen_loss: -0.360115 MI_loss: 21.834328 Detection error: 0.009814977645874023 time: 9:38:41.314093
- B/E: 102 / 238 , Gen_loss: -0.3557552 MI_loss: 21.700178 Detection error: 0.009814023971557617 time: 9:38:42.212093
- B/E: 103 / 238 , Gen_loss: -0.34877786 MI_loss: 20.986805 Detection error: 0.009808599948883057 time: 9:38:43.114340
- B/E: 104 / 238 , Gen_loss: -0.35483134 MI_loss: 21.462238 Detection error: 0.009808659553527832 time: 9:38:44.010949
- B/E: 105 / 238 , Gen_loss: -0.3681439 MI_loss: 22.387526 Detection error: 0.009809255599975586 time: 9:38:45.002029
- B/E: 106 / 238 , Gen_loss: -0.3621733 MI_loss: 21.96894 Detection error: 0.009812474250793457 time: 9:38:45.814436
- B/E: 107 / 238 , Gen_loss: -0.36525765 MI_loss: 22.175882 Detection error: 0.009815394878387451 time: 9:38:46.696419
- B/E: 108 / 238 , Gen_loss: -0.35094935 MI_loss: 21.291376 Detection error: 0.009815633296966553 time: 9:38:47.593515
- B/E: 109 / 238 , Gen_loss: -0.3507243 MI_loss: 21.287018 Detection error: 0.009816169738769531 time: 9:38:48.491694
- B/E: 110 / 238 , Gen_loss: -0.35533333 MI_loss: 21.343517 Detection error: 0.009809672832489014 time: 9:38:49.386588
- B/E: 111 / 238 , Gen_loss: -0.37286118 MI_loss: 22.711802 Detection error: 0.009806632995605469 time: 9:38:50.293269
- B/E: 112 / 238 , Gen_loss: -0.35896707 MI_loss: 21.592443 Detection error: 0.00980532169342041 time: 9:38:51.163049
- B/E: 113 / 238 , Gen_loss: -0.3624364 MI_loss: 21.962355 Detection error: 0.009810030460357666 time: 9:38:51.979038
- B/E: 114 / 238 , Gen_loss: -0.36788747 MI_loss: 22.313953 Detection error: 0.009810328483581543 time: 9:38:52.862393
- B/E: 115 / 238 , Gen_loss: -0.35481966 MI_loss: 21.567396 Detection error: 0.009803593158721924 time: 9:38:53.763179
- B/E: 116 / 238 , Gen_loss: -0.3641444 MI_loss: 22.165726 Detection error: 0.009805560111999512 time: 9:38:54.673525
- B/E: 117 / 238 , Gen_loss: -0.35731018 MI_loss: 21.743494 Detection error: 0.009811162948608398 time: 9:38:55.568705
- B/E: 118 / 238 , Gen_loss: -0.36364067 MI_loss: 21.994747 Detection error: 0.009803593158721924 time: 9:38:56.466895
- B/E: 119 / 238 , Gen_loss: -0.35740164 MI_loss: 21.66651 Detection error: 0.00979846715927124 time: 9:38:57.369554
- B/E: 120 / 238 , Gen_loss: -0.3643641 MI_loss: 22.151558 Detection error: 0.009796738624572754 time: 9:38:58.267474
- B/E: 121 / 238 , Gen_loss: -0.35345244 MI_loss: 21.549225 Detection error: 0.009798943996429443 time: 9:38:59.248406
- B/E: 122 / 238 , Gen_loss: -0.35236865 MI_loss: 21.448141 Detection error: 0.009792149066925049 time: 9:39:00.137387
- B/E: 123 / 238 , Gen_loss: -0.36144096 MI_loss: 21.735683 Detection error: 0.009786546230316162 time: 9:39:00.958165
- B/E: 124 / 238 , Gen_loss: -0.36065796 MI_loss: 21.884752 Detection error: 0.009786248207092285 time: 9:39:01.750550
- B/E: 125 / 238 , Gen_loss: -0.36484572 MI_loss: 22.057354 Detection error: 0.009787201881408691 time: 9:39:02.529237
- B/E: 126 / 238 , Gen_loss: -0.3485825 MI_loss: 21.291992 Detection error: 0.009798705577850342 time: 9:39:03.322515
- B/E: 127 / 238 , Gen_loss: -0.35031858 MI_loss: 21.20327 Detection error: 0.009800314903259277 time: 9:39:04.214625
- B/E: 128 / 238 , Gen_loss: -0.36459413 MI_loss: 22.020424 Detection error: 0.009805262088775635 time: 9:39:05.101856
- B/E: 129 / 238 , Gen_loss: -0.36319965 MI_loss: 22.05925 Detection error: 0.009808182716369629 time: 9:39:05.986285
- B/E: 130 / 238 , Gen_loss: -0.36762822 MI_loss: 22.341785 Detection error: 0.009815812110900879 time: 9:39:06.838083
- B/E: 131 / 238 , Gen_loss: -0.36273104 MI_loss: 22.038269 Detection error: 0.009820103645324707 time: 9:39:07.675162
- B/E: 132 / 238 , Gen_loss: -0.36293912 MI_loss: 21.981735 Detection error: 0.00981438159942627 time: 9:39:08.486167
- B/E: 133 / 238 , Gen_loss: -0.36519262 MI_loss: 22.216637 Detection error: 0.009819746017456055 time: 9:39:09.303050
- B/E: 134 / 238 , Gen_loss: -0.3648241 MI_loss: 22.2172 Detection error: 0.009824752807617188 time: 9:39:10.160596
- B/E: 135 / 238 , Gen_loss: -0.36355868 MI_loss: 22.061008 Detection error: 0.009827673435211182 time: 9:39:11.042393
- B/E: 136 / 238 , Gen_loss: -0.3707003 MI_loss: 22.442835 Detection error: 0.009828448295593262 time: 9:39:11.936049
- B/E: 137 / 238 , Gen_loss: -0.3523091 MI_loss: 21.290188 Detection error: 0.009832441806793213 time: 9:39:12.894557
- B/E: 138 / 238 , Gen_loss: -0.3589945 MI_loss: 21.715258 Detection error: 0.009838342666625977 time: 9:39:13.775704
- B/E: 139 / 238 , Gen_loss: -0.3636786 MI_loss: 22.103107 Detection error: 0.00983881950378418 time: 9:39:14.687114
- B/E: 140 / 238 , Gen_loss: -0.36446702 MI_loss: 22.081797 Detection error: 0.009840667247772217 time: 9:39:15.492766
- B/E: 141 / 238 , Gen_loss: -0.37371433 MI_loss: 22.477617 Detection error: 0.00983494520187378 time: 9:39:16.264134
- B/E: 142 / 238 , Gen_loss: -0.36280325 MI_loss: 21.934605 Detection error: 0.009836554527282715 time: 9:39:17.059083
- B/E: 143 / 238 , Gen_loss: -0.36370814 MI_loss: 21.989124 Detection error: 0.009834825992584229 time: 9:39:17.862129
- B/E: 144 / 238 , Gen_loss: -0.36512253 MI_loss: 22.199677 Detection error: 0.009845495223999023 time: 9:39:18.713574
- B/E: 145 / 238 , Gen_loss: -0.35892498 MI_loss: 21.706951 Detection error: 0.009849727153778076 time: 9:39:19.624682
- B/E: 146 / 238 , Gen_loss: -0.35754195 MI_loss: 21.674917 Detection error: 0.009853541851043701 time: 9:39:20.510875
- B/E: 147 / 238 , Gen_loss: -0.3594423 MI_loss: 21.71309 Detection error: 0.009852826595306396 time: 9:39:21.390521
- B/E: 148 / 238 , Gen_loss: -0.3659658 MI_loss: 22.142073 Detection error: 0.009855508804321289 time: 9:39:22.270942
- B/E: 149 / 238 , Gen_loss: -0.3684633 MI_loss: 22.418818 Detection error: 0.009859979152679443 time: 9:39:23.155406
-
- Test Loss: 10.268288 Test Error: 0.010699987411499023
- -----
- EPOCH: 239
- B/E: 0 / 239 , Gen_loss: -0.36535326 MI_loss: 22.086292 Detection error: 0.010093748569488525 time: 9:39:25.120545
- B/E: 1 / 239 , Gen_loss: -0.35421517 MI_loss: 21.44175 Detection error: 0.010046899318695068 time: 9:40:00.500389
- B/E: 2 / 239 , Gen_loss: -0.36138445 MI_loss: 21.828274 Detection error: 0.009635388851165771 time: 9:40:01.528628
- B/E: 3 / 239 , Gen_loss: -0.36523825 MI_loss: 22.242842 Detection error: 0.009687483310699463 time: 9:40:02.337814
- B/E: 4 / 239 , Gen_loss: -0.35708266 MI_loss: 21.702196 Detection error: 0.009606242179870605 time: 9:40:03.130617
- B/E: 5 / 239 , Gen_loss: -0.35843122 MI_loss: 22.06995 Detection error: 0.009739577770233154 time: 9:40:03.905079
- B/E: 6 / 239 , Gen_loss: -0.36325824 MI_loss: 22.100626 Detection error: 0.00976783037185669 time: 9:40:04.695519
- B/E: 7 / 239 , Gen_loss: -0.36980367 MI_loss: 22.41259 Detection error: 0.009839832782745361 time: 9:40:05.571829
- B/E: 8 / 239 , Gen_loss: -0.35723698 MI_loss: 21.473494 Detection error: 0.009767353534698486 time: 9:40:06.454428
- B/E: 9 / 239 , Gen_loss: -0.36212304 MI_loss: 21.961128 Detection error: 0.009771883487701416 time: 9:40:07.342599
- B/E: 10 / 239 , Gen_loss: -0.366217 MI_loss: 22.227482 Detection error: 0.009801149368286133 time: 9:40:08.231273
- B/E: 11 / 239 , Gen_loss: -0.36181498 MI_loss: 21.861414 Detection error: 0.009778618812561035 time: 9:40:09.064317
- B/E: 12 / 239 , Gen_loss: -0.35830158 MI_loss: 21.7201 Detection error: 0.009899020195007324 time: 9:40:09.843089
- B/E: 13 / 239 , Gen_loss: -0.35498577 MI_loss: 21.446991 Detection error: 0.009874999523162842 time: 9:40:10.625590
- B/E: 14 / 239 , Gen_loss: -0.36886483 MI_loss: 22.372004 Detection error: 0.009829163551330566 time: 9:40:11.497620
- B/E: 15 / 239 , Gen_loss: -0.36117673 MI_loss: 21.837658 Detection error: 0.00984567403793335 time: 9:40:12.384045
- B/E: 16 / 239 , Gen_loss: -0.35006398 MI_loss: 21.090023 Detection error: 0.009834587574005127 time: 9:40:13.273438
- B/E: 17 / 239 , Gen_loss: -0.3531262 MI_loss: 21.224876 Detection error: 0.009836792945861816 time: 9:40:14.155733
- B/E: 18 / 239 , Gen_loss: -0.36550748 MI_loss: 22.012726 Detection error: 0.009763181209564209 time: 9:40:15.123141
- B/E: 19 / 239 , Gen_loss: -0.3424196 MI_loss: 20.886057 Detection error: 0.009784400463104248 time: 9:40:16.009675
- B/E: 20 / 239 , Gen_loss: -0.36019638 MI_loss: 21.714104 Detection error: 0.009821414947509766 time: 9:40:16.893749
- B/E: 21 / 239 , Gen_loss: -0.36142927 MI_loss: 21.989666 Detection error: 0.009826719760894775 time: 9:40:17.775316
- B/E: 22 / 239 , Gen_loss: -0.36885098 MI_loss: 22.278708 Detection error: 0.009800255298614502 time: 9:40:18.664018
- B/E: 23 / 239 , Gen_loss: -0.36733392 MI_loss: 22.075617 Detection error: 0.009799480438232422 time: 9:40:19.550293
- B/E: 24 / 239 , Gen_loss: -0.36587033 MI_loss: 22.270967 Detection error: 0.009792506694793701 time: 9:40:20.440856
- B/E: 25 / 239 , Gen_loss: -0.36282244 MI_loss: 21.944315 Detection error: 0.009814918041229248 time: 9:40:21.219020
- B/E: 26 / 239 , Gen_loss: -0.35844257 MI_loss: 21.903557 Detection error: 0.009857654571533203 time: 9:40:22.077945
- B/E: 27 / 239 , Gen_loss: -0.36523038 MI_loss: 22.33067 Detection error: 0.009890615940093994 time: 9:40:22.957950
- B/E: 28 / 239 , Gen_loss: -0.36438608 MI_loss: 22.105526 Detection error: 0.0098685622215271 time: 9:40:23.846953
- B/E: 29 / 239 , Gen_loss: -0.35791728 MI_loss: 21.743069 Detection error: 0.009892702102661133 time: 9:40:24.734218
- B/E: 30 / 239 , Gen_loss: -0.36264467 MI_loss: 21.940048 Detection error: 0.009868979454040527 time: 9:40:25.613925
- B/E: 31 / 239 , Gen_loss: -0.3498044 MI_loss: 21.054146 Detection error: 0.009833991527557373 time: 9:40:26.573261
- B/E: 32 / 239 , Gen_loss: -0.36108968 MI_loss: 21.916485 Detection error: 0.00984281301498413 time: 9:40:27.461335
- B/E: 33 / 239 , Gen_loss: -0.35396388 MI_loss: 21.46474 Detection error: 0.009828150272369385 time: 9:40:28.345683
- B/E: 34 / 239 , Gen_loss: -0.355789 MI_loss: 21.69353 Detection error: 0.009816944599151611 time: 9:40:29.227416
- B/E: 35 / 239 , Gen_loss: -0.355543 MI_loss: 21.595581 Detection error: 0.009811639785766602 time: 9:40:30.115065
- B/E: 36 / 239 , Gen_loss: -0.36525536 MI_loss: 21.992981 Detection error: 0.009819269180297852 time: 9:40:30.915674
- B/E: 37 / 239 , Gen_loss: -0.361117 MI_loss: 21.819397 Detection error: 0.009812474250793457 time: 9:40:31.684274
- B/E: 38 / 239 , Gen_loss: -0.35439566 MI_loss: 21.490189 Detection error: 0.009845376014709473 time: 9:40:32.478631
- B/E: 39 / 239 , Gen_loss: -0.35508645 MI_loss: 21.419786 Detection error: 0.009816408157348633 time: 9:40:33.265503
- B/E: 40 / 239 , Gen_loss: -0.36108837 MI_loss: 21.888638 Detection error: 0.009812474250793457 time: 9:40:34.134638
- B/E: 41 / 239 , Gen_loss: -0.361543 MI_loss: 21.847229 Detection error: 0.009810984134674072 time: 9:40:34.996833
- B/E: 42 / 239 , Gen_loss: -0.3621081 MI_loss: 21.937994 Detection error: 0.00980377197265625 time: 9:40:35.870413
- B/E: 43 / 239 , Gen_loss: -0.3523101 MI_loss: 21.278883 Detection error: 0.00980609655380249 time: 9:40:36.756052
- B/E: 44 / 239 , Gen_loss: -0.35216323 MI_loss: 21.399254 Detection error: 0.009820163249969482 time: 9:40:37.643860
- B/E: 45 / 239 , Gen_loss: -0.3651336 MI_loss: 22.097364 Detection error: 0.009830176830291748 time: 9:40:38.550627
- B/E: 46 / 239 , Gen_loss: -0.35702243 MI_loss: 21.657085 Detection error: 0.009843111038208008 time: 9:40:39.435889
- B/E: 47 / 239 , Gen_loss: -0.35610974 MI_loss: 21.473726 Detection error: 0.009825527667999268 time: 9:40:40.336646
- B/E: 48 / 239 , Gen_loss: -0.36211112 MI_loss: 22.01241 Detection error: 0.009844362735748291 time: 9:40:41.306564
- B/E: 49 / 239 , Gen_loss: -0.3679777 MI_loss: 22.335566 Detection error: 0.009849369525909424 time: 9:40:42.199535
- B/E: 50 / 239 , Gen_loss: -0.35581103 MI_loss: 21.570126 Detection error: 0.009850502014160156 time: 9:40:43.081583
- B/E: 51 / 239 , Gen_loss: -0.3618329 MI_loss: 21.97916 Detection error: 0.009856343269348145 time: 9:40:43.963198
- B/E: 52 / 239 , Gen_loss: -0.36158165 MI_loss: 21.867565 Detection error: 0.009857892990112305 time: 9:40:44.849512
- B/E: 53 / 239 , Gen_loss: -0.36276618 MI_loss: 22.057594 Detection error: 0.009869813919067383 time: 9:40:45.732651
- B/E: 54 / 239 , Gen_loss: -0.36761114 MI_loss: 22.178257 Detection error: 0.009872138500213623 time: 9:40:46.613470
- B/E: 55 / 239 , Gen_loss: -0.3654241 MI_loss: 22.263754 Detection error: 0.009855449199676514 time: 9:40:47.500970
- B/E: 56 / 239 , Gen_loss: -0.35100794 MI_loss: 21.195955 Detection error: 0.009839892387390137 time: 9:40:48.387229
- B/E: 57 / 239 , Gen_loss: -0.36360294 MI_loss: 21.927816 Detection error: 0.009837806224822998 time: 9:40:49.274575
- B/E: 58 / 239 , Gen_loss: -0.3570419 MI_loss: 21.639038 Detection error: 0.009823620319366455 time: 9:40:50.159295
- B/E: 59 / 239 , Gen_loss: -0.35865092 MI_loss: 21.686335 Detection error: 0.009843230247497559 time: 9:40:51.041712
- B/E: 60 / 239 , Gen_loss: -0.35640705 MI_loss: 21.46196 Detection error: 0.009836554527282715 time: 9:40:51.886833
- B/E: 61 / 239 , Gen_loss: -0.35546684 MI_loss: 21.512733 Detection error: 0.009839236736297607 time: 9:40:52.656546
- B/E: 62 / 239 , Gen_loss: -0.36098638 MI_loss: 21.911896 Detection error: 0.009853661060333252 time: 9:40:53.525610
- B/E: 63 / 239 , Gen_loss: -0.3570841 MI_loss: 21.577034 Detection error: 0.009846210479736328 time: 9:40:54.447956
- B/E: 64 / 239 , Gen_loss: -0.34806272 MI_loss: 21.057762 Detection error: 0.00984036922454834 time: 9:40:55.214741
- B/E: 65 / 239 , Gen_loss: -0.35206857 MI_loss: 21.371813 Detection error: 0.00984656810760498 time: 9:40:55.988979
- B/E: 66 / 239 , Gen_loss: -0.37052393 MI_loss: 22.461445 Detection error: 0.009846985340118408 time: 9:40:56.793958
- B/E: 67 / 239 , Gen_loss: -0.37874874 MI_loss: 22.863564 Detection error: 0.009831786155700684 time: 9:40:57.606200
- B/E: 68 / 239 , Gen_loss: -0.3671638 MI_loss: 22.236042 Detection error: 0.00985097885131836 time: 9:40:58.391202
- B/E: 69 / 239 , Gen_loss: -0.35967928 MI_loss: 21.721004 Detection error: 0.009845972061157227 time: 9:40:59.248089
- B/E: 70 / 239 , Gen_loss: -0.36484385 MI_loss: 21.964128 Detection error: 0.009845972061157227 time: 9:41:00.131228
- B/E: 71 / 239 , Gen_loss: -0.35147953 MI_loss: 21.196493 Detection error: 0.009845077991485596 time: 9:41:01.012710
- B/E: 72 / 239 , Gen_loss: -0.3561512 MI_loss: 21.55553 Detection error: 0.009841620922088623 time: 9:41:01.895623
- B/E: 73 / 239 , Gen_loss: -0.3654349 MI_loss: 22.150938 Detection error: 0.009835302829742432 time: 9:41:02.779213
- B/E: 74 / 239 , Gen_loss: -0.36193827 MI_loss: 21.977783 Detection error: 0.00983959436416626 time: 9:41:03.665802
- B/E: 75 / 239 , Gen_loss: -0.362788 MI_loss: 21.918386 Detection error: 0.009833037853240967 time: 9:41:04.561596
- B/E: 76 / 239 , Gen_loss: -0.35493878 MI_loss: 21.531586 Detection error: 0.009840071201324463 time: 9:41:05.445201
- B/E: 77 / 239 , Gen_loss: -0.36985022 MI_loss: 22.202152 Detection error: 0.00983494520187378 time: 9:41:06.326552
- B/E: 78 / 239 , Gen_loss: -0.36436749 MI_loss: 21.950737 Detection error: 0.009831488132476807 time: 9:41:07.212954
- B/E: 79 / 239 , Gen_loss: -0.36218038 MI_loss: 21.876883 Detection error: 0.00984257459640503 time: 9:41:08.176462
- B/E: 80 / 239 , Gen_loss: -0.3630191 MI_loss: 21.99374 Detection error: 0.009858787059783936 time: 9:41:09.057245
- B/E: 81 / 239 , Gen_loss: -0.37064224 MI_loss: 22.475874 Detection error: 0.009842991828918457 time: 9:41:09.957420
- B/E: 82 / 239 , Gen_loss: -0.36089823 MI_loss: 21.952524 Detection error: 0.00984489917755127 time: 9:41:10.848524
- B/E: 83 / 239 , Gen_loss: -0.35899165 MI_loss: 21.830948 Detection error: 0.009844481945037842 time: 9:41:11.728083
- B/E: 84 / 239 , Gen_loss: -0.3573484 MI_loss: 21.720936 Detection error: 0.009842634201049805 time: 9:41:12.609938
- B/E: 85 / 239 , Gen_loss: -0.36020437 MI_loss: 21.746054 Detection error: 0.009819388389587402 time: 9:41:13.532113
- B/E: 86 / 239 , Gen_loss: -0.356957 MI_loss: 21.562109 Detection error: 0.009821116924285889 time: 9:41:14.418296
- B/E: 87 / 239 , Gen_loss: -0.3546237 MI_loss: 21.44724 Detection error: 0.009807884693145752 time: 9:41:15.298534
- B/E: 88 / 239 , Gen_loss: -0.3651965 MI_loss: 22.206888 Detection error: 0.00979846715927124 time: 9:41:16.185637
- B/E: 89 / 239 , Gen_loss: -0.36726636 MI_loss: 22.380987 Detection error: 0.009805917739868164 time: 9:41:17.073548
- B/E: 90 / 239 , Gen_loss: -0.37267423 MI_loss: 22.36295 Detection error: 0.009814202785491943 time: 9:41:17.959987
- B/E: 91 / 239 , Gen_loss: -0.35869187 MI_loss: 21.805008 Detection error: 0.009815871715545654 time: 9:41:18.859399
- B/E: 92 / 239 , Gen_loss: -0.35063186 MI_loss: 21.11937 Detection error: 0.009804785251617432 time: 9:41:19.745904
- B/E: 93 / 239 , Gen_loss: -0.3631881 MI_loss: 22.063698 Detection error: 0.009801506996154785 time: 9:41:20.625955
- B/E: 94 / 239 , Gen_loss: -0.35504895 MI_loss: 21.587423 Detection error: 0.009809553623199463 time: 9:41:21.512292
- B/E: 95 / 239 , Gen_loss: -0.35530794 MI_loss: 21.721628 Detection error: 0.009816408157348633 time: 9:41:22.488605
- B/E: 96 / 239 , Gen_loss: -0.3641448 MI_loss: 22.183811 Detection error: 0.009817361831665039 time: 9:41:23.368148
- B/E: 97 / 239 , Gen_loss: -0.36861515 MI_loss: 22.313383 Detection error: 0.009811878204345703 time: 9:41:24.249367
- B/E: 98 / 239 , Gen_loss: -0.35731146 MI_loss: 21.562504 Detection error: 0.00979989767074585 time: 9:41:25.135243
- B/E: 99 / 239 , Gen_loss: -0.3562675 MI_loss: 21.511621 Detection error: 0.009792208671569824 time: 9:41:26.012406
- B/E: 100 / 239 , Gen_loss: -0.35425147 MI_loss: 21.532799 Detection error: 0.009800732135772705 time: 9:41:26.895064
- B/E: 101 / 239 , Gen_loss: -0.35738507 MI_loss: 21.704966 Detection error: 0.009806036949157715 time: 9:41:27.777287
- B/E: 102 / 239 , Gen_loss: -0.36463004 MI_loss: 22.104475 Detection error: 0.009801864624023438 time: 9:41:28.660562
- B/E: 103 / 239 , Gen_loss: -0.36048806 MI_loss: 21.90633 Detection error: 0.009794175624847412 time: 9:41:29.539724
- B/E: 104 / 239 , Gen_loss: -0.354913 MI_loss: 21.45304 Detection error: 0.009800612926483154 time: 9:41:30.446582
- B/E: 105 / 239 , Gen_loss: -0.3594368 MI_loss: 21.726894 Detection error: 0.009798645973205566 time: 9:41:31.330941
- B/E: 106 / 239 , Gen_loss: -0.3548913 MI_loss: 21.487743 Detection error: 0.009799659252166748 time: 9:41:32.212885
- B/E: 107 / 239 , Gen_loss: -0.3713408 MI_loss: 22.632238 Detection error: 0.009802639484405518 time: 9:41:33.099208
- B/E: 108 / 239 , Gen_loss: -0.3573454 MI_loss: 21.566 Detection error: 0.009807884693145752 time: 9:41:33.991694
- B/E: 109 / 239 , Gen_loss: -0.3663573 MI_loss: 22.153532 Detection error: 0.00980454683303833 time: 9:41:34.873741
- B/E: 110 / 239 , Gen_loss: -0.3543149 MI_loss: 21.336304 Detection error: 0.009795069694519043 time: 9:41:35.755584
- B/E: 111 / 239 , Gen_loss: -0.36468524 MI_loss: 22.142046 Detection error: 0.00979548692703247 time: 9:41:36.722484
- B/E: 112 / 239 , Gen_loss: -0.36145237 MI_loss: 21.916172 Detection error: 0.009792864322662354 time: 9:41:37.602639
- B/E: 113 / 239 , Gen_loss: -0.35658243 MI_loss: 21.751036 Detection error: 0.00979989767074585 time: 9:41:38.480124
- B/E: 114 / 239 , Gen_loss: -0.35172072 MI_loss: 21.436308 Detection error: 0.009804069995880127 time: 9:41:39.367458
- B/E: 115 / 239 , Gen_loss: -0.35497838 MI_loss: 21.378328 Detection error: 0.009796619415283203 time: 9:41:40.247609
- B/E: 116 / 239 , Gen_loss: -0.36640903 MI_loss: 22.365978 Detection error: 0.009798586368560791 time: 9:41:41.125734
- B/E: 117 / 239 , Gen_loss: -0.3597764 MI_loss: 21.801651 Detection error: 0.009798705577850342 time: 9:41:42.008263
- B/E: 118 / 239 , Gen_loss: -0.35851306 MI_loss: 21.809631 Detection error: 0.00979304313659668 time: 9:41:42.891748
- B/E: 119 / 239 , Gen_loss: -0.35916075 MI_loss: 21.755512 Detection error: 0.00978851318359375 time: 9:41:43.773348
- B/E: 120 / 239 , Gen_loss: -0.36295286 MI_loss: 22.080698 Detection error: 0.009786128997802734 time: 9:41:44.653905
- B/E: 121 / 239 , Gen_loss: -0.36119822 MI_loss: 21.985746 Detection error: 0.009793519973754883 time: 9:41:45.531812
- B/E: 122 / 239 , Gen_loss: -0.36196515 MI_loss: 21.886503 Detection error: 0.009785830974578857 time: 9:41:46.405324
- B/E: 123 / 239 , Gen_loss: -0.35618484 MI_loss: 21.599922 Detection error: 0.009778738021850586 time: 9:41:47.280054
- B/E: 124 / 239 , Gen_loss: -0.35430232 MI_loss: 21.483444 Detection error: 0.00978076457977295 time: 9:41:48.161188
- B/E: 125 / 239 , Gen_loss: -0.3633496 MI_loss: 22.04349 Detection error: 0.009778797626495361 time: 9:41:49.044180
- B/E: 126 / 239 , Gen_loss: -0.36317685 MI_loss: 22.116741 Detection error: 0.0097883939743042 time: 9:41:49.938992
- B/E: 127 / 239 , Gen_loss: -0.3545833 MI_loss: 21.446407 Detection error: 0.009789526462554932 time: 9:41:50.839580
- B/E: 128 / 239 , Gen_loss: -0.36517373 MI_loss: 22.114912 Detection error: 0.009796738624572754 time: 9:41:51.737457
- B/E: 129 / 239 , Gen_loss: -0.36609277 MI_loss: 22.178635 Detection error: 0.0098000168800354 time: 9:41:52.621489
- B/E: 130 / 239 , Gen_loss: -0.37062111 MI_loss: 22.37361 Detection error: 0.009804606437683105 time: 9:41:53.532605
- B/E: 131 / 239 , Gen_loss: -0.36020732 MI_loss: 21.670038 Detection error: 0.009811818599700928 time: 9:41:54.415447
- B/E: 132 / 239 , Gen_loss: -0.3610042 MI_loss: 21.773615 Detection error: 0.009806156158447266 time: 9:41:55.300508
- B/E: 133 / 239 , Gen_loss: -0.36440384 MI_loss: 22.190456 Detection error: 0.00981295108795166 time: 9:41:56.157496
- B/E: 134 / 239 , Gen_loss: -0.36670065 MI_loss: 22.313208 Detection error: 0.009816646575927734 time: 9:41:57.055438
- B/E: 135 / 239 , Gen_loss: -0.36123186 MI_loss: 21.970678 Detection error: 0.009819865226745605 time: 9:41:57.937796
- B/E: 136 / 239 , Gen_loss: -0.35024315 MI_loss: 21.330101 Detection error: 0.0098227858543396 time: 9:41:58.824803
- B/E: 137 / 239 , Gen_loss: -0.35330105 MI_loss: 21.439919 Detection error: 0.009824037551879883 time: 9:41:59.732798
- B/E: 138 / 239 , Gen_loss: -0.36267865 MI_loss: 22.024315 Detection error: 0.009827136993408203 time: 9:42:00.617624
- B/E: 139 / 239 , Gen_loss: -0.3727991 MI_loss: 22.428978 Detection error: 0.009834825992584229 time: 9:42:01.502521
- B/E: 140 / 239 , Gen_loss: -0.35396415 MI_loss: 21.552324 Detection error: 0.009836196899414062 time: 9:42:02.393572
- B/E: 141 / 239 , Gen_loss: -0.37563512 MI_loss: 22.572548 Detection error: 0.009828567504882812 time: 9:42:03.276411
- B/E: 142 / 239 , Gen_loss: -0.3614042 MI_loss: 21.847277 Detection error: 0.009830653667449951 time: 9:42:04.160552
- B/E: 143 / 239 , Gen_loss: -0.36549562 MI_loss: 22.176311 Detection error: 0.009828329086303711 time: 9:42:05.140493
- B/E: 144 / 239 , Gen_loss: -0.36550632 MI_loss: 22.135916 Detection error: 0.009839415550231934 time: 9:42:06.029506
- B/E: 145 / 239 , Gen_loss: -0.35543594 MI_loss: 21.4199 Detection error: 0.009846091270446777 time: 9:42:06.910677
- B/E: 146 / 239 , Gen_loss: -0.36117148 MI_loss: 21.809443 Detection error: 0.009847164154052734 time: 9:42:07.787944
- B/E: 147 / 239 , Gen_loss: -0.3689085 MI_loss: 22.421904 Detection error: 0.00984799861907959 time: 9:42:08.690092
- B/E: 148 / 239 , Gen_loss: -0.36198542 MI_loss: 22.011429 Detection error: 0.009848356246948242 time: 9:42:09.571379
- B/E: 149 / 239 , Gen_loss: -0.3587288 MI_loss: 21.859756 Detection error: 0.00985562801361084 time: 9:42:10.451032
-
- Test Loss: 10.265404 Test Error: 0.01075834035873413
- -----
- EPOCH: 240
- B/E: 0 / 240 , Gen_loss: -0.35416955 MI_loss: 21.566961 Detection error: 0.010406255722045898 time: 9:42:12.386304
- B/E: 1 / 240 , Gen_loss: -0.36255103 MI_loss: 21.935009 Detection error: 0.010296881198883057 time: 9:42:45.996525
- B/E: 2 / 240 , Gen_loss: -0.35158688 MI_loss: 21.285528 Detection error: 0.009781241416931152 time: 9:42:46.919480
- B/E: 3 / 240 , Gen_loss: -0.35768563 MI_loss: 21.611992 Detection error: 0.00960153341293335 time: 9:42:47.779222
- B/E: 4 / 240 , Gen_loss: -0.36479113 MI_loss: 22.268616 Detection error: 0.009718775749206543 time: 9:42:48.655785
- B/E: 5 / 240 , Gen_loss: -0.35513616 MI_loss: 21.688297 Detection error: 0.009703099727630615 time: 9:42:49.634836
- B/E: 6 / 240 , Gen_loss: -0.35096836 MI_loss: 21.312994 Detection error: 0.009758949279785156 time: 9:42:50.514649
- B/E: 7 / 240 , Gen_loss: -0.3605619 MI_loss: 22.002005 Detection error: 0.009874999523162842 time: 9:42:51.392433
- B/E: 8 / 240 , Gen_loss: -0.35523382 MI_loss: 21.48862 Detection error: 0.009815990924835205 time: 9:42:52.277456
- B/E: 9 / 240 , Gen_loss: -0.36271736 MI_loss: 22.04774 Detection error: 0.009740650653839111 time: 9:42:53.155711
- B/E: 10 / 240 , Gen_loss: -0.3630805 MI_loss: 21.997585 Detection error: 0.009809672832489014 time: 9:42:54.036131
- B/E: 11 / 240 , Gen_loss: -0.36936256 MI_loss: 22.297016 Detection error: 0.00982290506362915 time: 9:42:54.922559
- B/E: 12 / 240 , Gen_loss: -0.3482222 MI_loss: 21.117725 Detection error: 0.00988703966140747 time: 9:42:55.804918
- B/E: 13 / 240 , Gen_loss: -0.35553107 MI_loss: 21.594175 Detection error: 0.009890615940093994 time: 9:42:56.689563
- B/E: 14 / 240 , Gen_loss: -0.36982158 MI_loss: 22.346317 Detection error: 0.009870827198028564 time: 9:42:57.577903
- B/E: 15 / 240 , Gen_loss: -0.3514808 MI_loss: 21.091244 Detection error: 0.009861350059509277 time: 9:42:58.457480
- B/E: 16 / 240 , Gen_loss: -0.35681 MI_loss: 21.61668 Detection error: 0.009873151779174805 time: 9:42:59.355701
- B/E: 17 / 240 , Gen_loss: -0.3620076 MI_loss: 21.940567 Detection error: 0.00983506441116333 time: 9:43:00.165455
- B/E: 18 / 240 , Gen_loss: -0.36315387 MI_loss: 21.945995 Detection error: 0.009792745113372803 time: 9:43:00.935262
- B/E: 19 / 240 , Gen_loss: -0.35709983 MI_loss: 21.734137 Detection error: 0.009806275367736816 time: 9:43:01.794019
- B/E: 20 / 240 , Gen_loss: -0.36537996 MI_loss: 22.053534 Detection error: 0.009815454483032227 time: 9:43:02.758623
- B/E: 21 / 240 , Gen_loss: -0.35193968 MI_loss: 21.315638 Detection error: 0.009839475154876709 time: 9:43:03.640501
- B/E: 22 / 240 , Gen_loss: -0.36201063 MI_loss: 21.899975 Detection error: 0.00984102487564087 time: 9:43:04.530812
- B/E: 23 / 240 , Gen_loss: -0.36394864 MI_loss: 21.91631 Detection error: 0.00982290506362915 time: 9:43:05.344040
- B/E: 24 / 240 , Gen_loss: -0.35369903 MI_loss: 21.38416 Detection error: 0.009814977645874023 time: 9:43:06.176470
- B/E: 25 / 240 , Gen_loss: -0.34845382 MI_loss: 21.045143 Detection error: 0.009843766689300537 time: 9:43:06.946737
- B/E: 26 / 240 , Gen_loss: -0.35737625 MI_loss: 21.725693 Detection error: 0.009876132011413574 time: 9:43:07.747854
- B/E: 27 / 240 , Gen_loss: -0.364352 MI_loss: 22.126713 Detection error: 0.009890615940093994 time: 9:43:08.574036
- B/E: 28 / 240 , Gen_loss: -0.36313525 MI_loss: 22.019857 Detection error: 0.009896576404571533 time: 9:43:09.459303
- B/E: 29 / 240 , Gen_loss: -0.35956705 MI_loss: 21.863054 Detection error: 0.009915649890899658 time: 9:43:10.337910
- B/E: 30 / 240 , Gen_loss: -0.35632282 MI_loss: 21.671124 Detection error: 0.009888112545013428 time: 9:43:11.215512
- B/E: 31 / 240 , Gen_loss: -0.35701466 MI_loss: 21.524956 Detection error: 0.009862303733825684 time: 9:43:12.115869
- B/E: 32 / 240 , Gen_loss: -0.35437927 MI_loss: 21.388002 Detection error: 0.009855091571807861 time: 9:43:13.003576
- B/E: 33 / 240 , Gen_loss: -0.36566833 MI_loss: 22.184486 Detection error: 0.009840071201324463 time: 9:43:13.884123
- B/E: 34 / 240 , Gen_loss: -0.34845385 MI_loss: 21.184093 Detection error: 0.009841978549957275 time: 9:43:14.762665
- B/E: 35 / 240 , Gen_loss: -0.36048496 MI_loss: 21.900875 Detection error: 0.009830713272094727 time: 9:43:15.570709
- B/E: 36 / 240 , Gen_loss: -0.3671975 MI_loss: 22.1353 Detection error: 0.009822607040405273 time: 9:43:16.414483
- B/E: 37 / 240 , Gen_loss: -0.35969552 MI_loss: 21.91625 Detection error: 0.00982731580734253 time: 9:43:17.200728
- B/E: 38 / 240 , Gen_loss: -0.35875177 MI_loss: 21.820053 Detection error: 0.00985097885131836 time: 9:43:18.129274
- B/E: 39 / 240 , Gen_loss: -0.36826319 MI_loss: 22.246403 Detection error: 0.009831249713897705 time: 9:43:19.005727
- B/E: 40 / 240 , Gen_loss: -0.358935 MI_loss: 21.625937 Detection error: 0.009820878505706787 time: 9:43:19.892162
- B/E: 41 / 240 , Gen_loss: -0.36476415 MI_loss: 22.125603 Detection error: 0.00982666015625 time: 9:43:20.774404
- B/E: 42 / 240 , Gen_loss: -0.3641324 MI_loss: 22.032383 Detection error: 0.009816110134124756 time: 9:43:21.661473
- B/E: 43 / 240 , Gen_loss: -0.34924975 MI_loss: 21.106384 Detection error: 0.0098075270652771 time: 9:43:22.541460
- B/E: 44 / 240 , Gen_loss: -0.36259162 MI_loss: 22.118118 Detection error: 0.009829163551330566 time: 9:43:23.424854
- B/E: 45 / 240 , Gen_loss: -0.3695459 MI_loss: 22.38528 Detection error: 0.009837627410888672 time: 9:43:24.311639
- B/E: 46 / 240 , Gen_loss: -0.36153692 MI_loss: 21.925213 Detection error: 0.00985640287399292 time: 9:43:25.184511
- B/E: 47 / 240 , Gen_loss: -0.36228868 MI_loss: 21.842333 Detection error: 0.009850263595581055 time: 9:43:25.996969
- B/E: 48 / 240 , Gen_loss: -0.36642045 MI_loss: 22.132582 Detection error: 0.009851396083831787 time: 9:43:26.771240
- B/E: 49 / 240 , Gen_loss: -0.36411896 MI_loss: 22.060633 Detection error: 0.009866893291473389 time: 9:43:27.540557
- B/E: 50 / 240 , Gen_loss: -0.3571395 MI_loss: 21.678688 Detection error: 0.00987255573272705 time: 9:43:28.319801
- B/E: 51 / 240 , Gen_loss: -0.3512587 MI_loss: 21.367609 Detection error: 0.009873807430267334 time: 9:43:29.088583
- B/E: 52 / 240 , Gen_loss: -0.36396044 MI_loss: 22.03877 Detection error: 0.009871482849121094 time: 9:43:29.971274
- B/E: 53 / 240 , Gen_loss: -0.36334717 MI_loss: 21.93771 Detection error: 0.009880781173706055 time: 9:43:30.796949
- B/E: 54 / 240 , Gen_loss: -0.3577729 MI_loss: 21.722158 Detection error: 0.009884119033813477 time: 9:43:31.606318
- B/E: 55 / 240 , Gen_loss: -0.3638356 MI_loss: 21.890398 Detection error: 0.009869992733001709 time: 9:43:32.393722
- B/E: 56 / 240 , Gen_loss: -0.37216738 MI_loss: 22.413992 Detection error: 0.00986182689666748 time: 9:43:33.264554
- B/E: 57 / 240 , Gen_loss: -0.36887392 MI_loss: 22.317627 Detection error: 0.009860992431640625 time: 9:43:34.146392
- B/E: 58 / 240 , Gen_loss: -0.364048 MI_loss: 22.07582 Detection error: 0.009846389293670654 time: 9:43:35.035003
- B/E: 59 / 240 , Gen_loss: -0.36619407 MI_loss: 22.112946 Detection error: 0.009867191314697266 time: 9:43:35.923507
- B/E: 60 / 240 , Gen_loss: -0.36334324 MI_loss: 21.848553 Detection error: 0.009857594966888428 time: 9:43:36.803115
- B/E: 61 / 240 , Gen_loss: -0.36500582 MI_loss: 22.104452 Detection error: 0.00985938310623169 time: 9:43:37.690233
- B/E: 62 / 240 , Gen_loss: -0.3562469 MI_loss: 21.550667 Detection error: 0.009864091873168945 time: 9:43:38.578045
- B/E: 63 / 240 , Gen_loss: -0.35942206 MI_loss: 21.78756 Detection error: 0.009866714477539062 time: 9:43:39.457665
- B/E: 64 / 240 , Gen_loss: -0.36193037 MI_loss: 21.98243 Detection error: 0.009857237339019775 time: 9:43:40.337797
- B/E: 65 / 240 , Gen_loss: -0.35801366 MI_loss: 21.638891 Detection error: 0.009859859943389893 time: 9:43:41.167052
- B/E: 66 / 240 , Gen_loss: -0.36746433 MI_loss: 22.239916 Detection error: 0.009856343269348145 time: 9:43:42.021785
- B/E: 67 / 240 , Gen_loss: -0.37502947 MI_loss: 22.742569 Detection error: 0.009853839874267578 time: 9:43:42.898557
- B/E: 68 / 240 , Gen_loss: -0.3583028 MI_loss: 21.5486 Detection error: 0.009855985641479492 time: 9:43:43.866519
- B/E: 69 / 240 , Gen_loss: -0.36088446 MI_loss: 21.920654 Detection error: 0.009861588478088379 time: 9:43:44.754685
- B/E: 70 / 240 , Gen_loss: -0.36100817 MI_loss: 21.975773 Detection error: 0.00985872745513916 time: 9:43:45.585475
- B/E: 71 / 240 , Gen_loss: -0.34453493 MI_loss: 20.88261 Detection error: 0.009862840175628662 time: 9:43:46.375111
- B/E: 72 / 240 , Gen_loss: -0.36322525 MI_loss: 21.956703 Detection error: 0.009864270687103271 time: 9:43:47.276818
- B/E: 73 / 240 , Gen_loss: -0.36274436 MI_loss: 22.013912 Detection error: 0.009863615036010742 time: 9:43:48.156333
- B/E: 74 / 240 , Gen_loss: -0.369412 MI_loss: 22.578405 Detection error: 0.00985705852508545 time: 9:43:49.036830
- B/E: 75 / 240 , Gen_loss: -0.3621524 MI_loss: 21.989534 Detection error: 0.009852766990661621 time: 9:43:49.933453
- B/E: 76 / 240 , Gen_loss: -0.35781285 MI_loss: 21.876657 Detection error: 0.009854316711425781 time: 9:43:50.818851
- B/E: 77 / 240 , Gen_loss: -0.35928354 MI_loss: 21.758474 Detection error: 0.009853363037109375 time: 9:43:51.702896
- B/E: 78 / 240 , Gen_loss: -0.37109715 MI_loss: 22.279633 Detection error: 0.009847700595855713 time: 9:43:52.607410
- B/E: 79 / 240 , Gen_loss: -0.35899127 MI_loss: 21.735205 Detection error: 0.009859740734100342 time: 9:43:53.499420
- B/E: 80 / 240 , Gen_loss: -0.36903694 MI_loss: 22.357801 Detection error: 0.009861886501312256 time: 9:43:54.380239
- B/E: 81 / 240 , Gen_loss: -0.36505893 MI_loss: 22.128069 Detection error: 0.009860515594482422 time: 9:43:55.264595
- B/E: 82 / 240 , Gen_loss: -0.35879704 MI_loss: 21.711231 Detection error: 0.009852409362792969 time: 9:43:56.163619
- B/E: 83 / 240 , Gen_loss: -0.36326626 MI_loss: 22.106092 Detection error: 0.009862005710601807 time: 9:43:57.048656
- B/E: 84 / 240 , Gen_loss: -0.35853386 MI_loss: 21.848446 Detection error: 0.009851455688476562 time: 9:43:58.007607
- B/E: 85 / 240 , Gen_loss: -0.3628048 MI_loss: 21.834476 Detection error: 0.009833574295043945 time: 9:43:58.910991
- B/E: 86 / 240 , Gen_loss: -0.3496351 MI_loss: 21.254332 Detection error: 0.00983119010925293 time: 9:43:59.790217
- B/E: 87 / 240 , Gen_loss: -0.36138588 MI_loss: 21.837158 Detection error: 0.009819269180297852 time: 9:44:00.669570
- B/E: 88 / 240 , Gen_loss: -0.36434755 MI_loss: 22.099693 Detection error: 0.009810388088226318 time: 9:44:01.579338
- B/E: 89 / 240 , Gen_loss: -0.36056998 MI_loss: 22.055128 Detection error: 0.009814262390136719 time: 9:44:02.460349
- B/E: 90 / 240 , Gen_loss: -0.3578652 MI_loss: 21.612743 Detection error: 0.009818017482757568 time: 9:44:03.336788
- B/E: 91 / 240 , Gen_loss: -0.3476832 MI_loss: 21.036743 Detection error: 0.00982367992401123 time: 9:44:04.218904
- B/E: 92 / 240 , Gen_loss: -0.3610262 MI_loss: 21.725449 Detection error: 0.009812474250793457 time: 9:44:05.099535
- B/E: 93 / 240 , Gen_loss: -0.35083 MI_loss: 21.320694 Detection error: 0.00981515645980835 time: 9:44:05.975008
- B/E: 94 / 240 , Gen_loss: -0.3568139 MI_loss: 21.88706 Detection error: 0.009825646877288818 time: 9:44:06.854414
- B/E: 95 / 240 , Gen_loss: -0.3561819 MI_loss: 21.681349 Detection error: 0.009829103946685791 time: 9:44:07.740951
- B/E: 96 / 240 , Gen_loss: -0.36498463 MI_loss: 22.165781 Detection error: 0.009833455085754395 time: 9:44:08.617743
- B/E: 97 / 240 , Gen_loss: -0.36280382 MI_loss: 22.034674 Detection error: 0.009822368621826172 time: 9:44:09.497617
- B/E: 98 / 240 , Gen_loss: -0.3545853 MI_loss: 21.366413 Detection error: 0.009811878204345703 time: 9:44:10.381492
- B/E: 99 / 240 , Gen_loss: -0.36516452 MI_loss: 22.079863 Detection error: 0.009811222553253174 time: 9:44:11.261752
- B/E: 100 / 240 , Gen_loss: -0.354647 MI_loss: 21.535278 Detection error: 0.009811580181121826 time: 9:44:12.237123
- B/E: 101 / 240 , Gen_loss: -0.35567 MI_loss: 21.60429 Detection error: 0.00981372594833374 time: 9:44:13.120818
- B/E: 102 / 240 , Gen_loss: -0.3666099 MI_loss: 22.11192 Detection error: 0.009810388088226318 time: 9:44:14.005600
- B/E: 103 / 240 , Gen_loss: -0.36836693 MI_loss: 22.37458 Detection error: 0.009808897972106934 time: 9:44:14.889543
- B/E: 104 / 240 , Gen_loss: -0.3529954 MI_loss: 21.458801 Detection error: 0.00981217622756958 time: 9:44:15.770000
- B/E: 105 / 240 , Gen_loss: -0.3631993 MI_loss: 22.144903 Detection error: 0.009806632995605469 time: 9:44:16.650547
- B/E: 106 / 240 , Gen_loss: -0.3634939 MI_loss: 22.053802 Detection error: 0.009805798530578613 time: 9:44:17.533757
- B/E: 107 / 240 , Gen_loss: -0.36300945 MI_loss: 22.065178 Detection error: 0.009811043739318848 time: 9:44:18.414980
- B/E: 108 / 240 , Gen_loss: -0.3497536 MI_loss: 21.140495 Detection error: 0.009815096855163574 time: 9:44:19.299220
- B/E: 109 / 240 , Gen_loss: -0.36146042 MI_loss: 21.861551 Detection error: 0.00981360673904419 time: 9:44:20.182665
- B/E: 110 / 240 , Gen_loss: -0.35582098 MI_loss: 21.464485 Detection error: 0.009800374507904053 time: 9:44:21.088616
- B/E: 111 / 240 , Gen_loss: -0.3703014 MI_loss: 22.624512 Detection error: 0.009800195693969727 time: 9:44:21.972791
- B/E: 112 / 240 , Gen_loss: -0.3667228 MI_loss: 22.194832 Detection error: 0.00979757308959961 time: 9:44:22.851728
- B/E: 113 / 240 , Gen_loss: -0.36072358 MI_loss: 22.074501 Detection error: 0.009812235832214355 time: 9:44:23.737906
- B/E: 114 / 240 , Gen_loss: -0.35790807 MI_loss: 21.702291 Detection error: 0.00981062650680542 time: 9:44:24.620800
- B/E: 115 / 240 , Gen_loss: -0.3657879 MI_loss: 21.980381 Detection error: 0.009803593158721924 time: 9:44:25.502552
- B/E: 116 / 240 , Gen_loss: -0.35346186 MI_loss: 21.386059 Detection error: 0.009802103042602539 time: 9:44:26.468171
- B/E: 117 / 240 , Gen_loss: -0.36281282 MI_loss: 22.080093 Detection error: 0.009804844856262207 time: 9:44:27.350881
- B/E: 118 / 240 , Gen_loss: -0.35657203 MI_loss: 21.462463 Detection error: 0.009797275066375732 time: 9:44:28.238271
- B/E: 119 / 240 , Gen_loss: -0.3569332 MI_loss: 21.631472 Detection error: 0.009792685508728027 time: 9:44:29.125778
- B/E: 120 / 240 , Gen_loss: -0.35994837 MI_loss: 21.858492 Detection error: 0.009789228439331055 time: 9:44:30.007996
- B/E: 121 / 240 , Gen_loss: -0.3572631 MI_loss: 21.75723 Detection error: 0.00979536771774292 time: 9:44:30.891043
- B/E: 122 / 240 , Gen_loss: -0.3637206 MI_loss: 21.90919 Detection error: 0.00978940725326538 time: 9:44:31.795908
- B/E: 123 / 240 , Gen_loss: -0.3670762 MI_loss: 22.143282 Detection error: 0.009781241416931152 time: 9:44:32.675174
- B/E: 124 / 240 , Gen_loss: -0.35784084 MI_loss: 21.714592 Detection error: 0.00977998971939087 time: 9:44:33.584483
- B/E: 125 / 240 , Gen_loss: -0.35473824 MI_loss: 21.439749 Detection error: 0.009783744812011719 time: 9:44:34.487014
- B/E: 126 / 240 , Gen_loss: -0.34839994 MI_loss: 21.189613 Detection error: 0.009787380695343018 time: 9:44:35.371949
- B/E: 127 / 240 , Gen_loss: -0.36318982 MI_loss: 22.106308 Detection error: 0.009790539741516113 time: 9:44:36.262185
- B/E: 128 / 240 , Gen_loss: -0.368104 MI_loss: 22.51015 Detection error: 0.009796738624572754 time: 9:44:37.144637
- B/E: 129 / 240 , Gen_loss: -0.35215068 MI_loss: 21.356012 Detection error: 0.009804069995880127 time: 9:44:38.027179
- B/E: 130 / 240 , Gen_loss: -0.3726674 MI_loss: 22.467003 Detection error: 0.009806513786315918 time: 9:44:38.932904
- B/E: 131 / 240 , Gen_loss: -0.36081707 MI_loss: 21.63929 Detection error: 0.009817242622375488 time: 9:44:39.815481
- B/E: 132 / 240 , Gen_loss: -0.37112063 MI_loss: 22.494322 Detection error: 0.009809672832489014 time: 9:44:40.789108
- B/E: 133 / 240 , Gen_loss: -0.3634737 MI_loss: 22.14241 Detection error: 0.00981438159942627 time: 9:44:41.669051
- B/E: 134 / 240 , Gen_loss: -0.35510364 MI_loss: 21.649141 Detection error: 0.009818494319915771 time: 9:44:42.555716
- B/E: 135 / 240 , Gen_loss: -0.359691 MI_loss: 21.588354 Detection error: 0.009820342063903809 time: 9:44:43.439184
- B/E: 136 / 240 , Gen_loss: -0.3558492 MI_loss: 21.703857 Detection error: 0.009827077388763428 time: 9:44:44.321356
- B/E: 137 / 240 , Gen_loss: -0.36208883 MI_loss: 21.81561 Detection error: 0.009827911853790283 time: 9:44:45.205546
- B/E: 138 / 240 , Gen_loss: -0.37152952 MI_loss: 22.638834 Detection error: 0.009831845760345459 time: 9:44:46.091807
- B/E: 139 / 240 , Gen_loss: -0.356804 MI_loss: 21.563091 Detection error: 0.009841740131378174 time: 9:44:46.975853
- B/E: 140 / 240 , Gen_loss: -0.3632602 MI_loss: 21.971733 Detection error: 0.009836673736572266 time: 9:44:47.860223
- B/E: 141 / 240 , Gen_loss: -0.35774764 MI_loss: 21.652027 Detection error: 0.00983494520187378 time: 9:44:48.747299
- B/E: 142 / 240 , Gen_loss: -0.36084282 MI_loss: 21.778126 Detection error: 0.00983130931854248 time: 9:44:49.631927
- B/E: 143 / 240 , Gen_loss: -0.37342548 MI_loss: 22.689514 Detection error: 0.00982898473739624 time: 9:44:50.519514
- B/E: 144 / 240 , Gen_loss: -0.35836422 MI_loss: 21.745632 Detection error: 0.009842216968536377 time: 9:44:51.398773
- B/E: 145 / 240 , Gen_loss: -0.34706444 MI_loss: 20.918423 Detection error: 0.009844362735748291 time: 9:44:52.228973
- B/E: 146 / 240 , Gen_loss: -0.35644785 MI_loss: 21.564287 Detection error: 0.009845852851867676 time: 9:44:53.062989
- B/E: 147 / 240 , Gen_loss: -0.36166027 MI_loss: 21.809616 Detection error: 0.009846925735473633 time: 9:44:53.842343
- B/E: 148 / 240 , Gen_loss: -0.35392654 MI_loss: 21.531622 Detection error: 0.009849190711975098 time: 9:44:54.791705
- B/E: 149 / 240 , Gen_loss: -0.35564625 MI_loss: 21.638584 Detection error: 0.009855389595031738 time: 9:44:55.672572
-
- Test Loss: 10.26681 Test Error: 0.010691642761230469
- -----
- EPOCH: 241
- B/E: 0 / 241 , Gen_loss: -0.35788497 MI_loss: 21.734585 Detection error: 0.010531246662139893 time: 9:44:57.610364
- B/E: 1 / 241 , Gen_loss: -0.34858087 MI_loss: 21.257162 Detection error: 0.010296881198883057 time: 9:45:31.483459
- B/E: 2 / 241 , Gen_loss: -0.3630586 MI_loss: 21.964352 Detection error: 0.00952082872390747 time: 9:45:32.399812
- B/E: 3 / 241 , Gen_loss: -0.3499322 MI_loss: 21.18161 Detection error: 0.009484350681304932 time: 9:45:33.297612
- B/E: 4 / 241 , Gen_loss: -0.35938463 MI_loss: 21.856125 Detection error: 0.00966876745223999 time: 9:45:34.185184
- B/E: 5 / 241 , Gen_loss: -0.35823753 MI_loss: 21.871098 Detection error: 0.009770810604095459 time: 9:45:35.071200
- B/E: 6 / 241 , Gen_loss: -0.35545433 MI_loss: 21.716888 Detection error: 0.009772300720214844 time: 9:45:35.951455
- B/E: 7 / 241 , Gen_loss: -0.3710973 MI_loss: 22.609135 Detection error: 0.009855449199676514 time: 9:45:36.837036
- B/E: 8 / 241 , Gen_loss: -0.36537993 MI_loss: 22.129389 Detection error: 0.009791672229766846 time: 9:45:37.724777
- B/E: 9 / 241 , Gen_loss: -0.35473 MI_loss: 21.330128 Detection error: 0.009753108024597168 time: 9:45:38.606382
- B/E: 10 / 241 , Gen_loss: -0.35620254 MI_loss: 21.633722 Detection error: 0.00975567102432251 time: 9:45:39.595426
- B/E: 11 / 241 , Gen_loss: -0.36512437 MI_loss: 22.136997 Detection error: 0.009833335876464844 time: 9:45:40.476870
- B/E: 12 / 241 , Gen_loss: -0.35922706 MI_loss: 21.762428 Detection error: 0.009908676147460938 time: 9:45:41.357016
- B/E: 13 / 241 , Gen_loss: -0.3640017 MI_loss: 22.023977 Detection error: 0.009877204895019531 time: 9:45:42.241241
- B/E: 14 / 241 , Gen_loss: -0.37229425 MI_loss: 22.520401 Detection error: 0.009829163551330566 time: 9:45:43.121586
- B/E: 15 / 241 , Gen_loss: -0.37098977 MI_loss: 22.477396 Detection error: 0.009873032569885254 time: 9:45:44.003297
- B/E: 16 / 241 , Gen_loss: -0.35736164 MI_loss: 21.599575 Detection error: 0.00986027717590332 time: 9:45:44.886232
- B/E: 17 / 241 , Gen_loss: -0.3615399 MI_loss: 21.826347 Detection error: 0.009821176528930664 time: 9:45:45.768302
- B/E: 18 / 241 , Gen_loss: -0.3634697 MI_loss: 22.034407 Detection error: 0.00977468490600586 time: 9:45:46.648199
- B/E: 19 / 241 , Gen_loss: -0.35755026 MI_loss: 21.79752 Detection error: 0.00980466604232788 time: 9:45:47.530813
- B/E: 20 / 241 , Gen_loss: -0.36516094 MI_loss: 22.03344 Detection error: 0.009805083274841309 time: 9:45:48.411075
- B/E: 21 / 241 , Gen_loss: -0.35842004 MI_loss: 21.861614 Detection error: 0.009835243225097656 time: 9:45:49.293345
- B/E: 22 / 241 , Gen_loss: -0.3671212 MI_loss: 22.12842 Detection error: 0.009790778160095215 time: 9:45:50.175670
- B/E: 23 / 241 , Gen_loss: -0.36546883 MI_loss: 22.101957 Detection error: 0.009811222553253174 time: 9:45:51.080736
- B/E: 24 / 241 , Gen_loss: -0.34801483 MI_loss: 21.039206 Detection error: 0.009790003299713135 time: 9:45:51.989981
- B/E: 25 / 241 , Gen_loss: -0.35965142 MI_loss: 21.776154 Detection error: 0.009823322296142578 time: 9:45:52.940294
- B/E: 26 / 241 , Gen_loss: -0.35805896 MI_loss: 21.955677 Detection error: 0.009863436222076416 time: 9:45:53.822499
- B/E: 27 / 241 , Gen_loss: -0.36682525 MI_loss: 22.357475 Detection error: 0.009885072708129883 time: 9:45:54.708095
- B/E: 28 / 241 , Gen_loss: -0.36389956 MI_loss: 22.12349 Detection error: 0.009883642196655273 time: 9:45:55.590618
- B/E: 29 / 241 , Gen_loss: -0.35357732 MI_loss: 21.57695 Detection error: 0.009892702102661133 time: 9:45:56.470968
- B/E: 30 / 241 , Gen_loss: -0.3571194 MI_loss: 21.687923 Detection error: 0.00988006591796875 time: 9:45:57.377292
- B/E: 31 / 241 , Gen_loss: -0.3484945 MI_loss: 21.004917 Detection error: 0.00984179973602295 time: 9:45:58.258712
- B/E: 32 / 241 , Gen_loss: -0.35499492 MI_loss: 21.50703 Detection error: 0.009862661361694336 time: 9:45:59.140069
- B/E: 33 / 241 , Gen_loss: -0.34551442 MI_loss: 20.801826 Detection error: 0.009840965270996094 time: 9:46:00.050817
- B/E: 34 / 241 , Gen_loss: -0.3567596 MI_loss: 21.70913 Detection error: 0.009824097156524658 time: 9:46:00.934962
- B/E: 35 / 241 , Gen_loss: -0.34911963 MI_loss: 21.129208 Detection error: 0.009818553924560547 time: 9:46:01.818570
- B/E: 36 / 241 , Gen_loss: -0.357695 MI_loss: 21.58279 Detection error: 0.009823501110076904 time: 9:46:02.693910
- B/E: 37 / 241 , Gen_loss: -0.3730979 MI_loss: 22.520054 Detection error: 0.009816586971282959 time: 9:46:03.572145
- B/E: 38 / 241 , Gen_loss: -0.37050632 MI_loss: 22.391136 Detection error: 0.00983572006225586 time: 9:46:04.455362
- B/E: 39 / 241 , Gen_loss: -0.37060213 MI_loss: 22.431713 Detection error: 0.009829699993133545 time: 9:46:05.335029
- B/E: 40 / 241 , Gen_loss: -0.35955256 MI_loss: 21.807573 Detection error: 0.009819388389587402 time: 9:46:06.212762
- B/E: 41 / 241 , Gen_loss: -0.37227628 MI_loss: 22.684433 Detection error: 0.009810984134674072 time: 9:46:07.189577
- B/E: 42 / 241 , Gen_loss: -0.36341658 MI_loss: 21.961332 Detection error: 0.009812474250793457 time: 9:46:08.072510
- B/E: 43 / 241 , Gen_loss: -0.3599084 MI_loss: 21.780617 Detection error: 0.009808242321014404 time: 9:46:08.962246
- B/E: 44 / 241 , Gen_loss: -0.36316565 MI_loss: 22.235521 Detection error: 0.009816646575927734 time: 9:46:09.838211
- B/E: 45 / 241 , Gen_loss: -0.37453464 MI_loss: 22.70023 Detection error: 0.00982135534286499 time: 9:46:10.720274
- B/E: 46 / 241 , Gen_loss: -0.35779247 MI_loss: 21.706392 Detection error: 0.009838402271270752 time: 9:46:11.602518
- B/E: 47 / 241 , Gen_loss: -0.37288028 MI_loss: 22.596222 Detection error: 0.009833335876464844 time: 9:46:12.526014
- B/E: 48 / 241 , Gen_loss: -0.34727076 MI_loss: 21.00466 Detection error: 0.009854614734649658 time: 9:46:13.328771
- B/E: 49 / 241 , Gen_loss: -0.3663783 MI_loss: 22.31749 Detection error: 0.009853720664978027 time: 9:46:14.100160
- B/E: 50 / 241 , Gen_loss: -0.36208737 MI_loss: 21.979156 Detection error: 0.009854793548583984 time: 9:46:14.871186
- B/E: 51 / 241 , Gen_loss: -0.35452604 MI_loss: 21.643406 Detection error: 0.009860575199127197 time: 9:46:15.644186
- B/E: 52 / 241 , Gen_loss: -0.3656737 MI_loss: 22.103157 Detection error: 0.009853780269622803 time: 9:46:16.411556
- B/E: 53 / 241 , Gen_loss: -0.3643219 MI_loss: 22.166668 Detection error: 0.009869217872619629 time: 9:46:17.185332
- B/E: 54 / 241 , Gen_loss: -0.35661766 MI_loss: 21.518147 Detection error: 0.009872138500213623 time: 9:46:18.067952
- B/E: 55 / 241 , Gen_loss: -0.35607284 MI_loss: 21.634415 Detection error: 0.009858250617980957 time: 9:46:18.943691
- B/E: 56 / 241 , Gen_loss: -0.37096772 MI_loss: 22.463476 Detection error: 0.009835541248321533 time: 9:46:19.828507
- B/E: 57 / 241 , Gen_loss: -0.3619513 MI_loss: 21.882322 Detection error: 0.009843766689300537 time: 9:46:20.800752
- B/E: 58 / 241 , Gen_loss: -0.367597 MI_loss: 22.496319 Detection error: 0.009833157062530518 time: 9:46:21.683171
- B/E: 59 / 241 , Gen_loss: -0.36909208 MI_loss: 22.41308 Detection error: 0.009850502014160156 time: 9:46:22.560980
- B/E: 60 / 241 , Gen_loss: -0.35239366 MI_loss: 21.119503 Detection error: 0.009844779968261719 time: 9:46:23.441539
- B/E: 61 / 241 , Gen_loss: -0.35875255 MI_loss: 21.77859 Detection error: 0.009843766689300537 time: 9:46:24.322408
- B/E: 62 / 241 , Gen_loss: -0.36164796 MI_loss: 22.051626 Detection error: 0.009846210479736328 time: 9:46:25.203633
- B/E: 63 / 241 , Gen_loss: -0.34797397 MI_loss: 21.175297 Detection error: 0.009843766689300537 time: 9:46:26.086850
- B/E: 64 / 241 , Gen_loss: -0.36246556 MI_loss: 21.980915 Detection error: 0.00984281301498413 time: 9:46:26.971451
- B/E: 65 / 241 , Gen_loss: -0.3538576 MI_loss: 21.477762 Detection error: 0.009838998317718506 time: 9:46:27.852404
- B/E: 66 / 241 , Gen_loss: -0.36691588 MI_loss: 22.368652 Detection error: 0.009849786758422852 time: 9:46:28.729075
- B/E: 67 / 241 , Gen_loss: -0.3626395 MI_loss: 21.97561 Detection error: 0.00984281301498413 time: 9:46:29.609291
- B/E: 68 / 241 , Gen_loss: -0.36219063 MI_loss: 21.895563 Detection error: 0.009839653968811035 time: 9:46:30.491682
- B/E: 69 / 241 , Gen_loss: -0.36284348 MI_loss: 22.057852 Detection error: 0.00984644889831543 time: 9:46:31.369297
- B/E: 70 / 241 , Gen_loss: -0.3675719 MI_loss: 22.190899 Detection error: 0.009848594665527344 time: 9:46:32.276528
- B/E: 71 / 241 , Gen_loss: -0.35723945 MI_loss: 21.560751 Detection error: 0.009845495223999023 time: 9:46:33.155618
- B/E: 72 / 241 , Gen_loss: -0.35002276 MI_loss: 21.30889 Detection error: 0.00984203815460205 time: 9:46:34.032077
- B/E: 73 / 241 , Gen_loss: -0.36380693 MI_loss: 22.01799 Detection error: 0.00984036922454834 time: 9:46:34.993133
- B/E: 74 / 241 , Gen_loss: -0.3597758 MI_loss: 21.7506 Detection error: 0.009835422039031982 time: 9:46:35.871420
- B/E: 75 / 241 , Gen_loss: -0.36564413 MI_loss: 22.365715 Detection error: 0.009834706783294678 time: 9:46:36.750956
- B/E: 76 / 241 , Gen_loss: -0.35204777 MI_loss: 21.308058 Detection error: 0.009835243225097656 time: 9:46:37.651328
- B/E: 77 / 241 , Gen_loss: -0.35855347 MI_loss: 21.679382 Detection error: 0.009833335876464844 time: 9:46:38.531130
- B/E: 78 / 241 , Gen_loss: -0.3669857 MI_loss: 22.196264 Detection error: 0.009828746318817139 time: 9:46:39.410118
- B/E: 79 / 241 , Gen_loss: -0.35950762 MI_loss: 21.717442 Detection error: 0.009842991828918457 time: 9:46:40.298920
- B/E: 80 / 241 , Gen_loss: -0.367359 MI_loss: 22.375053 Detection error: 0.00985032320022583 time: 9:46:41.100005
- B/E: 81 / 241 , Gen_loss: -0.35731688 MI_loss: 21.575472 Detection error: 0.009845256805419922 time: 9:46:41.913813
- B/E: 82 / 241 , Gen_loss: -0.36553317 MI_loss: 22.121534 Detection error: 0.00984865427017212 time: 9:46:42.787201
- B/E: 83 / 241 , Gen_loss: -0.36845344 MI_loss: 22.199406 Detection error: 0.009845614433288574 time: 9:46:43.670171
- B/E: 84 / 241 , Gen_loss: -0.35718632 MI_loss: 21.627014 Detection error: 0.009843409061431885 time: 9:46:44.547713
- B/E: 85 / 241 , Gen_loss: -0.36337984 MI_loss: 21.866898 Detection error: 0.009818673133850098 time: 9:46:45.353732
- B/E: 86 / 241 , Gen_loss: -0.36029512 MI_loss: 21.753542 Detection error: 0.009823977947235107 time: 9:46:46.119846
- B/E: 87 / 241 , Gen_loss: -0.3626537 MI_loss: 21.912752 Detection error: 0.009805738925933838 time: 9:46:46.894850
- B/E: 88 / 241 , Gen_loss: -0.35438746 MI_loss: 21.628437 Detection error: 0.009799182415008545 time: 9:46:47.656447
- B/E: 89 / 241 , Gen_loss: -0.35781577 MI_loss: 21.640171 Detection error: 0.009808003902435303 time: 9:46:48.517322
- B/E: 90 / 241 , Gen_loss: -0.34940174 MI_loss: 21.074898 Detection error: 0.009810090065002441 time: 9:46:49.317093
- B/E: 91 / 241 , Gen_loss: -0.36038572 MI_loss: 21.836014 Detection error: 0.009814560413360596 time: 9:46:50.184968
- B/E: 92 / 241 , Gen_loss: -0.36404395 MI_loss: 21.917278 Detection error: 0.009799420833587646 time: 9:46:51.067104
- B/E: 93 / 241 , Gen_loss: -0.35148174 MI_loss: 21.319025 Detection error: 0.009804844856262207 time: 9:46:51.988440
- B/E: 94 / 241 , Gen_loss: -0.35537678 MI_loss: 21.553192 Detection error: 0.009816110134124756 time: 9:46:52.874315
- B/E: 95 / 241 , Gen_loss: -0.36233106 MI_loss: 22.03323 Detection error: 0.009815752506256104 time: 9:46:53.755313
- B/E: 96 / 241 , Gen_loss: -0.35378605 MI_loss: 21.47778 Detection error: 0.009819567203521729 time: 9:46:54.640031
- B/E: 97 / 241 , Gen_loss: -0.37784734 MI_loss: 22.958677 Detection error: 0.00981283187866211 time: 9:46:55.522528
- B/E: 98 / 241 , Gen_loss: -0.35103688 MI_loss: 21.057194 Detection error: 0.009802103042602539 time: 9:46:56.403501
- B/E: 99 / 241 , Gen_loss: -0.36678705 MI_loss: 22.097414 Detection error: 0.009800612926483154 time: 9:46:57.282431
- B/E: 100 / 241 , Gen_loss: -0.34373054 MI_loss: 20.742317 Detection error: 0.009802937507629395 time: 9:46:58.170200
- B/E: 101 / 241 , Gen_loss: -0.3496703 MI_loss: 21.092419 Detection error: 0.009807586669921875 time: 9:46:59.049616
- B/E: 102 / 241 , Gen_loss: -0.34308088 MI_loss: 20.757603 Detection error: 0.009804904460906982 time: 9:46:59.932812
- B/E: 103 / 241 , Gen_loss: -0.36426756 MI_loss: 22.14512 Detection error: 0.00980377197265625 time: 9:47:00.808845
- B/E: 104 / 241 , Gen_loss: -0.3596032 MI_loss: 21.74226 Detection error: 0.009801805019378662 time: 9:47:01.696157
- B/E: 105 / 241 , Gen_loss: -0.3565824 MI_loss: 21.687168 Detection error: 0.009801864624023438 time: 9:47:02.661470
- B/E: 106 / 241 , Gen_loss: -0.351336 MI_loss: 21.29086 Detection error: 0.009803473949432373 time: 9:47:03.539339
- B/E: 107 / 241 , Gen_loss: -0.3592888 MI_loss: 21.786312 Detection error: 0.00980442762374878 time: 9:47:04.432834
- B/E: 108 / 241 , Gen_loss: -0.3540434 MI_loss: 21.492783 Detection error: 0.009809374809265137 time: 9:47:05.316886
- B/E: 109 / 241 , Gen_loss: -0.3590149 MI_loss: 21.86345 Detection error: 0.009807407855987549 time: 9:47:06.204179
- B/E: 110 / 241 , Gen_loss: -0.35204238 MI_loss: 21.181902 Detection error: 0.009798407554626465 time: 9:47:07.099948
- B/E: 111 / 241 , Gen_loss: -0.37130538 MI_loss: 22.439304 Detection error: 0.009798526763916016 time: 9:47:07.984799
- B/E: 112 / 241 , Gen_loss: -0.36264098 MI_loss: 21.724464 Detection error: 0.009790658950805664 time: 9:47:08.873140
- B/E: 113 / 241 , Gen_loss: -0.36516604 MI_loss: 22.339054 Detection error: 0.009803175926208496 time: 9:47:09.764764
- B/E: 114 / 241 , Gen_loss: -0.3581691 MI_loss: 21.748112 Detection error: 0.009802162647247314 time: 9:47:10.645730
- B/E: 115 / 241 , Gen_loss: -0.35294315 MI_loss: 21.261461 Detection error: 0.00980067253112793 time: 9:47:11.524310
- B/E: 116 / 241 , Gen_loss: -0.3650511 MI_loss: 22.17788 Detection error: 0.009797811508178711 time: 9:47:12.422488
- B/E: 117 / 241 , Gen_loss: -0.3485557 MI_loss: 21.228092 Detection error: 0.009796857833862305 time: 9:47:13.313601
- B/E: 118 / 241 , Gen_loss: -0.35276017 MI_loss: 21.315733 Detection error: 0.00979149341583252 time: 9:47:14.195476
- B/E: 119 / 241 , Gen_loss: -0.3561612 MI_loss: 21.499285 Detection error: 0.00978851318359375 time: 9:47:15.084790
- B/E: 120 / 241 , Gen_loss: -0.34658787 MI_loss: 21.117147 Detection error: 0.009788453578948975 time: 9:47:15.988376
- B/E: 121 / 241 , Gen_loss: -0.3612768 MI_loss: 21.91194 Detection error: 0.009791731834411621 time: 9:47:16.952502
- B/E: 122 / 241 , Gen_loss: -0.365289 MI_loss: 22.081982 Detection error: 0.009782254695892334 time: 9:47:17.840348
- B/E: 123 / 241 , Gen_loss: -0.36776677 MI_loss: 22.189402 Detection error: 0.00978022813796997 time: 9:47:18.745060
- B/E: 124 / 241 , Gen_loss: -0.35324353 MI_loss: 21.415028 Detection error: 0.00977623462677002 time: 9:47:19.630163
- B/E: 125 / 241 , Gen_loss: -0.3645836 MI_loss: 22.192171 Detection error: 0.009776055812835693 time: 9:47:20.436142
- B/E: 126 / 241 , Gen_loss: -0.36246568 MI_loss: 22.057981 Detection error: 0.009785950183868408 time: 9:47:21.211067
- B/E: 127 / 241 , Gen_loss: -0.35486454 MI_loss: 21.498652 Detection error: 0.009789049625396729 time: 9:47:21.993191
- B/E: 128 / 241 , Gen_loss: -0.3571432 MI_loss: 21.625456 Detection error: 0.009791910648345947 time: 9:47:22.764669
- B/E: 129 / 241 , Gen_loss: -0.36225 MI_loss: 22.100698 Detection error: 0.00979757308959961 time: 9:47:23.636679
- B/E: 130 / 241 , Gen_loss: -0.36772388 MI_loss: 22.243002 Detection error: 0.009802937507629395 time: 9:47:24.522653
- B/E: 131 / 241 , Gen_loss: -0.3676279 MI_loss: 22.168873 Detection error: 0.009809911251068115 time: 9:47:25.358773
- B/E: 132 / 241 , Gen_loss: -0.3591079 MI_loss: 21.650124 Detection error: 0.009803593158721924 time: 9:47:26.133699
- B/E: 133 / 241 , Gen_loss: -0.36821964 MI_loss: 22.32183 Detection error: 0.009806931018829346 time: 9:47:27.023207
- B/E: 134 / 241 , Gen_loss: -0.34697258 MI_loss: 21.250177 Detection error: 0.009814798831939697 time: 9:47:27.905320
- B/E: 135 / 241 , Gen_loss: -0.36564612 MI_loss: 22.20858 Detection error: 0.009816169738769531 time: 9:47:28.791434
- B/E: 136 / 241 , Gen_loss: -0.3512034 MI_loss: 21.382607 Detection error: 0.009821832180023193 time: 9:47:29.640987
- B/E: 137 / 241 , Gen_loss: -0.36061424 MI_loss: 21.7585 Detection error: 0.009820401668548584 time: 9:47:30.600594
- B/E: 138 / 241 , Gen_loss: -0.35805494 MI_loss: 21.754185 Detection error: 0.009823739528656006 time: 9:47:31.484672
- B/E: 139 / 241 , Gen_loss: -0.36656147 MI_loss: 22.22788 Detection error: 0.009830594062805176 time: 9:47:32.359009
- B/E: 140 / 241 , Gen_loss: -0.3596099 MI_loss: 21.835564 Detection error: 0.009830236434936523 time: 9:47:33.250128
- B/E: 141 / 241 , Gen_loss: -0.36890417 MI_loss: 22.351944 Detection error: 0.009824633598327637 time: 9:47:34.132359
- B/E: 142 / 241 , Gen_loss: -0.3711025 MI_loss: 22.394033 Detection error: 0.009824752807617188 time: 9:47:35.016075
- B/E: 143 / 241 , Gen_loss: -0.35480878 MI_loss: 21.70826 Detection error: 0.009822070598602295 time: 9:47:35.967650
- B/E: 144 / 241 , Gen_loss: -0.3489855 MI_loss: 21.185974 Detection error: 0.009832978248596191 time: 9:47:36.828374
- B/E: 145 / 241 , Gen_loss: -0.35972014 MI_loss: 21.837824 Detection error: 0.009838402271270752 time: 9:47:37.691534
- B/E: 146 / 241 , Gen_loss: -0.36088532 MI_loss: 21.765965 Detection error: 0.009840130805969238 time: 9:47:38.588386
- B/E: 147 / 241 , Gen_loss: -0.35878703 MI_loss: 21.743195 Detection error: 0.0098380446434021 time: 9:47:39.474680
- B/E: 148 / 241 , Gen_loss: -0.3611191 MI_loss: 21.903913 Detection error: 0.009842276573181152 time: 9:47:40.365440
- B/E: 149 / 241 , Gen_loss: -0.36146218 MI_loss: 21.976875 Detection error: 0.009848535060882568 time: 9:47:41.263166
-
- Test Loss: 10.272693 Test Error: 0.010699987411499023
- -----
- EPOCH: 242
- B/E: 0 / 242 , Gen_loss: -0.3671451 MI_loss: 22.242807 Detection error: 0.009843766689300537 time: 9:47:43.141747
- B/E: 1 / 242 , Gen_loss: -0.3515528 MI_loss: 21.29748 Detection error: 0.009921848773956299 time: 9:48:19.863399
- B/E: 2 / 242 , Gen_loss: -0.356621 MI_loss: 21.584665 Detection error: 0.009604156017303467 time: 9:48:20.892021
- B/E: 3 / 242 , Gen_loss: -0.35692775 MI_loss: 21.638008 Detection error: 0.009554684162139893 time: 9:48:21.781514
- B/E: 4 / 242 , Gen_loss: -0.36106703 MI_loss: 21.988184 Detection error: 0.009700000286102295 time: 9:48:22.659937
- B/E: 5 / 242 , Gen_loss: -0.35673818 MI_loss: 21.835554 Detection error: 0.009760439395904541 time: 9:48:23.538835
- B/E: 6 / 242 , Gen_loss: -0.36057633 MI_loss: 21.896805 Detection error: 0.009843766689300537 time: 9:48:24.420792
- B/E: 7 / 242 , Gen_loss: -0.35853046 MI_loss: 21.689447 Detection error: 0.00985938310623169 time: 9:48:25.309021
- B/E: 8 / 242 , Gen_loss: -0.3702658 MI_loss: 22.33923 Detection error: 0.009805560111999512 time: 9:48:26.203888
- B/E: 9 / 242 , Gen_loss: -0.35676402 MI_loss: 21.53523 Detection error: 0.0097312331199646 time: 9:48:27.107081
- B/E: 10 / 242 , Gen_loss: -0.37006432 MI_loss: 22.513248 Detection error: 0.009769856929779053 time: 9:48:28.011993
- B/E: 11 / 242 , Gen_loss: -0.36103258 MI_loss: 21.942112 Detection error: 0.009796857833862305 time: 9:48:28.911522
- B/E: 12 / 242 , Gen_loss: -0.35315874 MI_loss: 21.472725 Detection error: 0.00988459587097168 time: 9:48:29.753056
- B/E: 13 / 242 , Gen_loss: -0.36204857 MI_loss: 21.876434 Detection error: 0.009863853454589844 time: 9:48:30.552424
- B/E: 14 / 242 , Gen_loss: -0.360692 MI_loss: 21.720757 Detection error: 0.009847939014434814 time: 9:48:31.368237
- B/E: 15 / 242 , Gen_loss: -0.36339313 MI_loss: 21.939573 Detection error: 0.009837865829467773 time: 9:48:32.152091
- B/E: 16 / 242 , Gen_loss: -0.3612636 MI_loss: 21.788967 Detection error: 0.009825348854064941 time: 9:48:33.036262
- B/E: 17 / 242 , Gen_loss: -0.36464283 MI_loss: 21.853706 Detection error: 0.00978994369506836 time: 9:48:33.936606
- B/E: 18 / 242 , Gen_loss: -0.36089984 MI_loss: 21.950949 Detection error: 0.009758234024047852 time: 9:48:34.911614
- B/E: 19 / 242 , Gen_loss: -0.35502633 MI_loss: 21.58921 Detection error: 0.009779691696166992 time: 9:48:35.808372
- B/E: 20 / 242 , Gen_loss: -0.3613869 MI_loss: 21.835085 Detection error: 0.009779751300811768 time: 9:48:36.724974
- B/E: 21 / 242 , Gen_loss: -0.35775903 MI_loss: 21.692762 Detection error: 0.009801149368286133 time: 9:48:37.620953
- B/E: 22 / 242 , Gen_loss: -0.35964194 MI_loss: 21.614979 Detection error: 0.009790778160095215 time: 9:48:38.519644
- B/E: 23 / 242 , Gen_loss: -0.36522645 MI_loss: 22.067223 Detection error: 0.009789049625396729 time: 9:48:39.416992
- B/E: 24 / 242 , Gen_loss: -0.3581303 MI_loss: 21.742825 Detection error: 0.009805023670196533 time: 9:48:40.333509
- B/E: 25 / 242 , Gen_loss: -0.359175 MI_loss: 21.68345 Detection error: 0.009805262088775635 time: 9:48:41.229593
- B/E: 26 / 242 , Gen_loss: -0.35178834 MI_loss: 21.435715 Detection error: 0.009868025779724121 time: 9:48:42.156353
- B/E: 27 / 242 , Gen_loss: -0.36038494 MI_loss: 21.87405 Detection error: 0.00987166166305542 time: 9:48:43.051758
- B/E: 28 / 242 , Gen_loss: -0.3609652 MI_loss: 21.91274 Detection error: 0.009877145290374756 time: 9:48:43.951493
- B/E: 29 / 242 , Gen_loss: -0.3652517 MI_loss: 22.138058 Detection error: 0.009870827198028564 time: 9:48:44.847619
- B/E: 30 / 242 , Gen_loss: -0.35727102 MI_loss: 21.769943 Detection error: 0.009853839874267578 time: 9:48:45.748911
- B/E: 31 / 242 , Gen_loss: -0.35529077 MI_loss: 21.344524 Detection error: 0.009831070899963379 time: 9:48:46.746937
- B/E: 32 / 242 , Gen_loss: -0.36266178 MI_loss: 22.078264 Detection error: 0.00984656810760498 time: 9:48:47.644863
- B/E: 33 / 242 , Gen_loss: -0.3570381 MI_loss: 21.58831 Detection error: 0.009812474250793457 time: 9:48:48.542724
- B/E: 34 / 242 , Gen_loss: -0.3543055 MI_loss: 21.544224 Detection error: 0.00981515645980835 time: 9:48:49.439267
- B/E: 35 / 242 , Gen_loss: -0.36569193 MI_loss: 22.122799 Detection error: 0.009809911251068115 time: 9:48:50.342142
- B/E: 36 / 242 , Gen_loss: -0.36165422 MI_loss: 21.78139 Detection error: 0.009804069995880127 time: 9:48:51.246264
- B/E: 37 / 242 , Gen_loss: -0.36403376 MI_loss: 22.00283 Detection error: 0.009805083274841309 time: 9:48:52.146345
- B/E: 38 / 242 , Gen_loss: -0.3539157 MI_loss: 21.5179 Detection error: 0.009826123714447021 time: 9:48:53.046507
- B/E: 39 / 242 , Gen_loss: -0.3630992 MI_loss: 21.90335 Detection error: 0.00979846715927124 time: 9:48:53.891783
- B/E: 40 / 242 , Gen_loss: -0.37111545 MI_loss: 22.538685 Detection error: 0.009806394577026367 time: 9:48:54.744339
- B/E: 41 / 242 , Gen_loss: -0.35769325 MI_loss: 21.764612 Detection error: 0.009802818298339844 time: 9:48:55.610447
- B/E: 42 / 242 , Gen_loss: -0.36826637 MI_loss: 22.407288 Detection error: 0.009792149066925049 time: 9:48:56.402912
- B/E: 43 / 242 , Gen_loss: -0.366632 MI_loss: 22.203672 Detection error: 0.009799003601074219 time: 9:48:57.284139
- B/E: 44 / 242 , Gen_loss: -0.35920697 MI_loss: 21.772556 Detection error: 0.009810388088226318 time: 9:48:58.167020
- B/E: 45 / 242 , Gen_loss: -0.35713887 MI_loss: 21.777653 Detection error: 0.009817957878112793 time: 9:48:59.069924
- B/E: 46 / 242 , Gen_loss: -0.3618709 MI_loss: 22.002954 Detection error: 0.009830474853515625 time: 9:48:59.996740
- B/E: 47 / 242 , Gen_loss: -0.36073506 MI_loss: 21.68959 Detection error: 0.009816408157348633 time: 9:49:00.895036
- B/E: 48 / 242 , Gen_loss: -0.36981454 MI_loss: 22.41743 Detection error: 0.009832918643951416 time: 9:49:01.877979
- B/E: 49 / 242 , Gen_loss: -0.362228 MI_loss: 21.988422 Detection error: 0.00984501838684082 time: 9:49:02.762702
- B/E: 50 / 242 , Gen_loss: -0.36399928 MI_loss: 22.08294 Detection error: 0.009846806526184082 time: 9:49:03.582686
- B/E: 51 / 242 , Gen_loss: -0.36795366 MI_loss: 22.382057 Detection error: 0.009849786758422852 time: 9:49:04.493676
- B/E: 52 / 242 , Gen_loss: -0.36206406 MI_loss: 21.94253 Detection error: 0.009847879409790039 time: 9:49:05.390096
- B/E: 53 / 242 , Gen_loss: -0.37047583 MI_loss: 22.345627 Detection error: 0.009858191013336182 time: 9:49:06.290297
- B/E: 54 / 242 , Gen_loss: -0.35729495 MI_loss: 21.832052 Detection error: 0.009868741035461426 time: 9:49:07.187833
- B/E: 55 / 242 , Gen_loss: -0.3536104 MI_loss: 21.523426 Detection error: 0.009852111339569092 time: 9:49:08.085698
- B/E: 56 / 242 , Gen_loss: -0.35531497 MI_loss: 21.437185 Detection error: 0.009842097759246826 time: 9:49:08.986107
- B/E: 57 / 242 , Gen_loss: -0.3637045 MI_loss: 22.225338 Detection error: 0.00984048843383789 time: 9:49:09.848438
- B/E: 58 / 242 , Gen_loss: -0.3619002 MI_loss: 21.955084 Detection error: 0.009822547435760498 time: 9:49:10.754034
- B/E: 59 / 242 , Gen_loss: -0.36384302 MI_loss: 22.074425 Detection error: 0.009842216968536377 time: 9:49:11.678406
- B/E: 60 / 242 , Gen_loss: -0.35789382 MI_loss: 21.667217 Detection error: 0.009837627410888672 time: 9:49:12.591349
- B/E: 61 / 242 , Gen_loss: -0.35019505 MI_loss: 21.372684 Detection error: 0.00984877347946167 time: 9:49:13.484324
- B/E: 62 / 242 , Gen_loss: -0.34824026 MI_loss: 21.08817 Detection error: 0.009847700595855713 time: 9:49:14.368021
- B/E: 63 / 242 , Gen_loss: -0.35559168 MI_loss: 21.404835 Detection error: 0.00984811782836914 time: 9:49:15.308929
- B/E: 64 / 242 , Gen_loss: -0.3676073 MI_loss: 22.263271 Detection error: 0.00983893871307373 time: 9:49:16.215715
- B/E: 65 / 242 , Gen_loss: -0.36750105 MI_loss: 22.317245 Detection error: 0.00984656810760498 time: 9:49:17.131467
- B/E: 66 / 242 , Gen_loss: -0.36453298 MI_loss: 22.072021 Detection error: 0.009842336177825928 time: 9:49:18.028533
- B/E: 67 / 242 , Gen_loss: -0.3674463 MI_loss: 22.197226 Detection error: 0.009834110736846924 time: 9:49:18.925667
- B/E: 68 / 242 , Gen_loss: -0.35793418 MI_loss: 21.846067 Detection error: 0.00984102487564087 time: 9:49:19.821447
- B/E: 69 / 242 , Gen_loss: -0.36748528 MI_loss: 22.342827 Detection error: 0.009846866130828857 time: 9:49:20.722788
- B/E: 70 / 242 , Gen_loss: -0.36719066 MI_loss: 22.113245 Detection error: 0.009841084480285645 time: 9:49:21.619066
- B/E: 71 / 242 , Gen_loss: -0.34660238 MI_loss: 20.955095 Detection error: 0.009846329689025879 time: 9:49:22.515616
- B/E: 72 / 242 , Gen_loss: -0.35615906 MI_loss: 21.670902 Detection error: 0.009844601154327393 time: 9:49:23.418740
- B/E: 73 / 242 , Gen_loss: -0.36359972 MI_loss: 22.0215 Detection error: 0.00984334945678711 time: 9:49:24.314034
- B/E: 74 / 242 , Gen_loss: -0.36751124 MI_loss: 22.355164 Detection error: 0.009844601154327393 time: 9:49:25.223225
- B/E: 75 / 242 , Gen_loss: -0.35758254 MI_loss: 21.7672 Detection error: 0.009835958480834961 time: 9:49:26.088013
- B/E: 76 / 242 , Gen_loss: -0.35457048 MI_loss: 21.459318 Detection error: 0.009840905666351318 time: 9:49:26.885863
- B/E: 77 / 242 , Gen_loss: -0.35794175 MI_loss: 21.675755 Detection error: 0.00983494520187378 time: 9:49:27.687922
- B/E: 78 / 242 , Gen_loss: -0.36118427 MI_loss: 21.89455 Detection error: 0.009830296039581299 time: 9:49:28.504577
- B/E: 79 / 242 , Gen_loss: -0.3617303 MI_loss: 22.040709 Detection error: 0.009848833084106445 time: 9:49:29.408610
- B/E: 80 / 242 , Gen_loss: -0.35463673 MI_loss: 21.268425 Detection error: 0.009856879711151123 time: 9:49:30.196641
- B/E: 81 / 242 , Gen_loss: -0.36231628 MI_loss: 22.19466 Detection error: 0.009846031665802002 time: 9:49:31.079320
- B/E: 82 / 242 , Gen_loss: -0.3594774 MI_loss: 21.780916 Detection error: 0.009847879409790039 time: 9:49:31.981626
- B/E: 83 / 242 , Gen_loss: -0.3633114 MI_loss: 22.018473 Detection error: 0.0098419189453125 time: 9:49:32.880396
- B/E: 84 / 242 , Gen_loss: -0.36100772 MI_loss: 21.895365 Detection error: 0.009850382804870605 time: 9:49:33.779072
- B/E: 85 / 242 , Gen_loss: -0.35584015 MI_loss: 21.513144 Detection error: 0.00982522964477539 time: 9:49:34.679182
- B/E: 86 / 242 , Gen_loss: -0.3590872 MI_loss: 21.810274 Detection error: 0.009824693202972412 time: 9:49:35.535009
- B/E: 87 / 242 , Gen_loss: -0.3623537 MI_loss: 21.85254 Detection error: 0.009805381298065186 time: 9:49:36.347121
- B/E: 88 / 242 , Gen_loss: -0.3526158 MI_loss: 21.327017 Detection error: 0.009798824787139893 time: 9:49:37.122978
- B/E: 89 / 242 , Gen_loss: -0.35430914 MI_loss: 21.498484 Detection error: 0.009806931018829346 time: 9:49:37.942559
- B/E: 90 / 242 , Gen_loss: -0.35854036 MI_loss: 21.704185 Detection error: 0.009810090065002441 time: 9:49:38.720511
- B/E: 91 / 242 , Gen_loss: -0.3451672 MI_loss: 21.033712 Detection error: 0.009814858436584473 time: 9:49:39.491736
- B/E: 92 / 242 , Gen_loss: -0.35247427 MI_loss: 21.020199 Detection error: 0.009800374507904053 time: 9:49:40.389117
- B/E: 93 / 242 , Gen_loss: -0.35641783 MI_loss: 21.738894 Detection error: 0.009800553321838379 time: 9:49:41.274895
- B/E: 94 / 242 , Gen_loss: -0.35185978 MI_loss: 21.479862 Detection error: 0.009815812110900879 time: 9:49:42.159748
- B/E: 95 / 242 , Gen_loss: -0.3583325 MI_loss: 21.843224 Detection error: 0.00981903076171875 time: 9:49:43.131953
- B/E: 96 / 242 , Gen_loss: -0.36686394 MI_loss: 22.222366 Detection error: 0.009815394878387451 time: 9:49:44.018077
- B/E: 97 / 242 , Gen_loss: -0.35957447 MI_loss: 21.73527 Detection error: 0.009812474250793457 time: 9:49:44.907297
- B/E: 98 / 242 , Gen_loss: -0.355909 MI_loss: 21.378283 Detection error: 0.00979769229888916 time: 9:49:45.794637
- B/E: 99 / 242 , Gen_loss: -0.3693804 MI_loss: 22.27866 Detection error: 0.009799659252166748 time: 9:49:46.682498
- B/E: 100 / 242 , Gen_loss: -0.35616052 MI_loss: 21.663416 Detection error: 0.009799182415008545 time: 9:49:47.569299
- B/E: 101 / 242 , Gen_loss: -0.36404464 MI_loss: 22.204147 Detection error: 0.009806990623474121 time: 9:49:48.457071
- B/E: 102 / 242 , Gen_loss: -0.35635245 MI_loss: 21.622993 Detection error: 0.009804010391235352 time: 9:49:49.348773
- B/E: 103 / 242 , Gen_loss: -0.36447632 MI_loss: 22.227613 Detection error: 0.009805560111999512 time: 9:49:50.235490
- B/E: 104 / 242 , Gen_loss: -0.36230272 MI_loss: 21.940336 Detection error: 0.009805679321289062 time: 9:49:51.124677
- B/E: 105 / 242 , Gen_loss: -0.35699853 MI_loss: 21.681744 Detection error: 0.009805738925933838 time: 9:49:52.038518
- B/E: 106 / 242 , Gen_loss: -0.3676867 MI_loss: 22.322363 Detection error: 0.009801387786865234 time: 9:49:52.974917
- B/E: 107 / 242 , Gen_loss: -0.35908285 MI_loss: 21.848692 Detection error: 0.009808719158172607 time: 9:49:53.862052
- B/E: 108 / 242 , Gen_loss: -0.36098135 MI_loss: 21.875343 Detection error: 0.009811639785766602 time: 9:49:54.752353
- B/E: 109 / 242 , Gen_loss: -0.36201409 MI_loss: 21.86449 Detection error: 0.009808540344238281 time: 9:49:55.632059
- B/E: 110 / 242 , Gen_loss: -0.36480635 MI_loss: 22.05585 Detection error: 0.009801506996154785 time: 9:49:56.477056
- B/E: 111 / 242 , Gen_loss: -0.37344924 MI_loss: 22.69864 Detection error: 0.009799659252166748 time: 9:49:57.450671
- B/E: 112 / 242 , Gen_loss: -0.35919082 MI_loss: 21.635056 Detection error: 0.00979924201965332 time: 9:49:58.335435
- B/E: 113 / 242 , Gen_loss: -0.36513585 MI_loss: 22.26904 Detection error: 0.009808957576751709 time: 9:49:59.220099
- B/E: 114 / 242 , Gen_loss: -0.358418 MI_loss: 21.93005 Detection error: 0.009805679321289062 time: 9:50:00.105104
- B/E: 115 / 242 , Gen_loss: -0.3740986 MI_loss: 22.637442 Detection error: 0.009803593158721924 time: 9:50:00.988420
- B/E: 116 / 242 , Gen_loss: -0.3637346 MI_loss: 22.131136 Detection error: 0.00980234146118164 time: 9:50:01.878564
- B/E: 117 / 242 , Gen_loss: -0.36162165 MI_loss: 22.053297 Detection error: 0.009801089763641357 time: 9:50:02.767428
- B/E: 118 / 242 , Gen_loss: -0.37175286 MI_loss: 22.59256 Detection error: 0.009794652462005615 time: 9:50:03.655023
- B/E: 119 / 242 , Gen_loss: -0.36014238 MI_loss: 21.86676 Detection error: 0.009791135787963867 time: 9:50:04.537941
- B/E: 120 / 242 , Gen_loss: -0.35623297 MI_loss: 21.677994 Detection error: 0.009786903858184814 time: 9:50:05.445302
- B/E: 121 / 242 , Gen_loss: -0.36545894 MI_loss: 22.162642 Detection error: 0.009793281555175781 time: 9:50:06.332131
- B/E: 122 / 242 , Gen_loss: -0.35049313 MI_loss: 21.26692 Detection error: 0.00978708267211914 time: 9:50:07.213714
- B/E: 123 / 242 , Gen_loss: -0.36472616 MI_loss: 21.966143 Detection error: 0.00978177785873413 time: 9:50:08.046405
- B/E: 124 / 242 , Gen_loss: -0.36289847 MI_loss: 21.981363 Detection error: 0.009778022766113281 time: 9:50:08.846006
- B/E: 125 / 242 , Gen_loss: -0.36891162 MI_loss: 22.370636 Detection error: 0.00978320837020874 time: 9:50:09.620582
- B/E: 126 / 242 , Gen_loss: -0.35093766 MI_loss: 21.370853 Detection error: 0.00979083776473999 time: 9:50:10.474175
- B/E: 127 / 242 , Gen_loss: -0.34948552 MI_loss: 21.143286 Detection error: 0.00978785753250122 time: 9:50:11.422195
- B/E: 128 / 242 , Gen_loss: -0.3722231 MI_loss: 22.607727 Detection error: 0.009795546531677246 time: 9:50:12.294563
- B/E: 129 / 242 , Gen_loss: -0.364848 MI_loss: 22.137043 Detection error: 0.00980287790298462 time: 9:50:13.183656
- B/E: 130 / 242 , Gen_loss: -0.3588634 MI_loss: 21.683222 Detection error: 0.009807229042053223 time: 9:50:14.071206
- B/E: 131 / 242 , Gen_loss: -0.35850585 MI_loss: 21.643442 Detection error: 0.009813427925109863 time: 9:50:14.955563
- B/E: 132 / 242 , Gen_loss: -0.36215523 MI_loss: 21.966452 Detection error: 0.009810864925384521 time: 9:50:15.843483
- B/E: 133 / 242 , Gen_loss: -0.36019295 MI_loss: 21.702127 Detection error: 0.009812474250793457 time: 9:50:16.731445
- B/E: 134 / 242 , Gen_loss: -0.34888408 MI_loss: 21.158749 Detection error: 0.009819209575653076 time: 9:50:17.620283
- B/E: 135 / 242 , Gen_loss: -0.3675419 MI_loss: 22.214342 Detection error: 0.009816884994506836 time: 9:50:18.509146
- B/E: 136 / 242 , Gen_loss: -0.35755965 MI_loss: 21.670567 Detection error: 0.009821414947509766 time: 9:50:19.394808
- B/E: 137 / 242 , Gen_loss: -0.36417976 MI_loss: 22.053965 Detection error: 0.009825170040130615 time: 9:50:20.284549
- B/E: 138 / 242 , Gen_loss: -0.37156415 MI_loss: 22.4872 Detection error: 0.009829163551330566 time: 9:50:21.200979
- B/E: 139 / 242 , Gen_loss: -0.35016048 MI_loss: 21.258753 Detection error: 0.009831011295318604 time: 9:50:22.071085
- B/E: 140 / 242 , Gen_loss: -0.3505649 MI_loss: 21.321907 Detection error: 0.009831547737121582 time: 9:50:22.954683
- B/E: 141 / 242 , Gen_loss: -0.36946613 MI_loss: 22.283478 Detection error: 0.009828150272369385 time: 9:50:23.842768
- B/E: 142 / 242 , Gen_loss: -0.3706058 MI_loss: 22.448708 Detection error: 0.009829342365264893 time: 9:50:24.730743
- B/E: 143 / 242 , Gen_loss: -0.36303192 MI_loss: 22.067472 Detection error: 0.009827911853790283 time: 9:50:25.722050
- B/E: 144 / 242 , Gen_loss: -0.35557356 MI_loss: 21.62253 Detection error: 0.009837687015533447 time: 9:50:26.605830
- B/E: 145 / 242 , Gen_loss: -0.35461417 MI_loss: 21.517052 Detection error: 0.009841620922088623 time: 9:50:27.496979
- B/E: 146 / 242 , Gen_loss: -0.34916243 MI_loss: 21.042215 Detection error: 0.00984567403793335 time: 9:50:28.332990
- B/E: 147 / 242 , Gen_loss: -0.36170486 MI_loss: 21.8098 Detection error: 0.009844183921813965 time: 9:50:29.220245
- B/E: 148 / 242 , Gen_loss: -0.3605274 MI_loss: 21.961586 Detection error: 0.00984734296798706 time: 9:50:30.112750
- B/E: 149 / 242 , Gen_loss: -0.3627967 MI_loss: 22.181332 Detection error: 0.009853720664978027 time: 9:50:30.919227
-
- Test Loss: 10.268277 Test Error: 0.010716676712036133
- -----
- EPOCH: 243
- B/E: 0 / 243 , Gen_loss: -0.36365318 MI_loss: 21.949394 Detection error: 0.010437488555908203 time: 9:50:32.834009
- B/E: 1 / 243 , Gen_loss: -0.34257498 MI_loss: 20.720926 Detection error: 0.010312497615814209 time: 9:51:08.884443
- B/E: 2 / 243 , Gen_loss: -0.36100423 MI_loss: 21.769253 Detection error: 0.00970834493637085 time: 9:51:09.787164
- B/E: 3 / 243 , Gen_loss: -0.3594268 MI_loss: 21.68986 Detection error: 0.009734392166137695 time: 9:51:10.701827
- B/E: 4 / 243 , Gen_loss: -0.3620494 MI_loss: 21.976034 Detection error: 0.009681224822998047 time: 9:51:11.588814
- B/E: 5 / 243 , Gen_loss: -0.35269955 MI_loss: 21.486645 Detection error: 0.009828150272369385 time: 9:51:12.576633
- B/E: 6 / 243 , Gen_loss: -0.345852 MI_loss: 20.941175 Detection error: 0.009892880916595459 time: 9:51:13.486144
- B/E: 7 / 243 , Gen_loss: -0.356335 MI_loss: 21.706526 Detection error: 0.009906232357025146 time: 9:51:14.369261
- B/E: 8 / 243 , Gen_loss: -0.35391295 MI_loss: 21.504265 Detection error: 0.009840250015258789 time: 9:51:15.267495
- B/E: 9 / 243 , Gen_loss: -0.36438563 MI_loss: 22.186064 Detection error: 0.009834349155426025 time: 9:51:16.176342
- B/E: 10 / 243 , Gen_loss: -0.36338574 MI_loss: 22.085842 Detection error: 0.009820997714996338 time: 9:51:17.066482
- B/E: 11 / 243 , Gen_loss: -0.3592018 MI_loss: 21.757328 Detection error: 0.009851574897766113 time: 9:51:17.952163
- B/E: 12 / 243 , Gen_loss: -0.36791208 MI_loss: 22.247746 Detection error: 0.009923100471496582 time: 9:51:18.839391
- B/E: 13 / 243 , Gen_loss: -0.3592045 MI_loss: 21.77322 Detection error: 0.009904026985168457 time: 9:51:19.727150
- B/E: 14 / 243 , Gen_loss: -0.3640921 MI_loss: 22.017738 Detection error: 0.00989377498626709 time: 9:51:20.621100
- B/E: 15 / 243 , Gen_loss: -0.36722788 MI_loss: 22.320911 Detection error: 0.009890615940093994 time: 9:51:21.505931
- B/E: 16 / 243 , Gen_loss: -0.3591515 MI_loss: 21.797386 Detection error: 0.009884178638458252 time: 9:51:22.392175
- B/E: 17 / 243 , Gen_loss: -0.3566444 MI_loss: 21.738125 Detection error: 0.009862840175628662 time: 9:51:23.274317
- B/E: 18 / 243 , Gen_loss: -0.3625971 MI_loss: 21.978563 Detection error: 0.009804248809814453 time: 9:51:24.155271
- B/E: 19 / 243 , Gen_loss: -0.3495385 MI_loss: 21.203924 Detection error: 0.009832799434661865 time: 9:51:25.042306
- B/E: 20 / 243 , Gen_loss: -0.3521526 MI_loss: 21.459337 Detection error: 0.009873509407043457 time: 9:51:25.974384
- B/E: 21 / 243 , Gen_loss: -0.35365492 MI_loss: 21.35088 Detection error: 0.00987786054611206 time: 9:51:26.766060
- B/E: 22 / 243 , Gen_loss: -0.36010084 MI_loss: 21.6883 Detection error: 0.009836971759796143 time: 9:51:27.627876
- B/E: 23 / 243 , Gen_loss: -0.35096702 MI_loss: 21.131157 Detection error: 0.009856760501861572 time: 9:51:28.513726
- B/E: 24 / 243 , Gen_loss: -0.3660237 MI_loss: 22.188349 Detection error: 0.009846270084381104 time: 9:51:29.395983
- B/E: 25 / 243 , Gen_loss: -0.3520516 MI_loss: 21.27782 Detection error: 0.009856998920440674 time: 9:51:30.295421
- B/E: 26 / 243 , Gen_loss: -0.3532237 MI_loss: 21.530903 Detection error: 0.009922444820404053 time: 9:51:31.187430
- B/E: 27 / 243 , Gen_loss: -0.36215162 MI_loss: 21.966843 Detection error: 0.009926319122314453 time: 9:51:32.072822
- B/E: 28 / 243 , Gen_loss: -0.36086643 MI_loss: 21.866241 Detection error: 0.009924590587615967 time: 9:51:32.954746
- B/E: 29 / 243 , Gen_loss: -0.3677422 MI_loss: 22.348717 Detection error: 0.009938538074493408 time: 9:51:33.843551
- B/E: 30 / 243 , Gen_loss: -0.35680217 MI_loss: 21.714647 Detection error: 0.009907245635986328 time: 9:51:34.729886
- B/E: 31 / 243 , Gen_loss: -0.36020765 MI_loss: 21.755114 Detection error: 0.009881854057312012 time: 9:51:35.614709
- B/E: 32 / 243 , Gen_loss: -0.36823353 MI_loss: 22.440594 Detection error: 0.009888231754302979 time: 9:51:36.498365
- B/E: 33 / 243 , Gen_loss: -0.36503616 MI_loss: 22.103067 Detection error: 0.009861230850219727 time: 9:51:37.384743
- B/E: 34 / 243 , Gen_loss: -0.34966367 MI_loss: 21.228485 Detection error: 0.009865164756774902 time: 9:51:38.273783
- B/E: 35 / 243 , Gen_loss: -0.36152685 MI_loss: 21.892857 Detection error: 0.009846329689025879 time: 9:51:39.161903
- B/E: 36 / 243 , Gen_loss: -0.36768955 MI_loss: 22.309366 Detection error: 0.009845435619354248 time: 9:51:40.130949
- B/E: 37 / 243 , Gen_loss: -0.36397356 MI_loss: 22.058235 Detection error: 0.009844601154327393 time: 9:51:41.019538
- B/E: 38 / 243 , Gen_loss: -0.3669371 MI_loss: 22.387783 Detection error: 0.009866178035736084 time: 9:51:41.909020
- B/E: 39 / 243 , Gen_loss: -0.36065885 MI_loss: 21.710888 Detection error: 0.009855449199676514 time: 9:51:42.796038
- B/E: 40 / 243 , Gen_loss: -0.35530588 MI_loss: 21.54645 Detection error: 0.009859740734100342 time: 9:51:43.680210
- B/E: 41 / 243 , Gen_loss: -0.35916305 MI_loss: 21.655104 Detection error: 0.009848952293395996 time: 9:51:44.495007
- B/E: 42 / 243 , Gen_loss: -0.3652632 MI_loss: 22.284012 Detection error: 0.00983428955078125 time: 9:51:45.289882
- B/E: 43 / 243 , Gen_loss: -0.3659337 MI_loss: 22.233206 Detection error: 0.009845852851867676 time: 9:51:46.184034
- B/E: 44 / 243 , Gen_loss: -0.34415814 MI_loss: 21.019924 Detection error: 0.009861111640930176 time: 9:51:47.033170
- B/E: 45 / 243 , Gen_loss: -0.3604195 MI_loss: 21.913261 Detection error: 0.009870946407318115 time: 9:51:47.848078
- B/E: 46 / 243 , Gen_loss: -0.3634502 MI_loss: 21.871265 Detection error: 0.009873688220977783 time: 9:51:48.740605
- B/E: 47 / 243 , Gen_loss: -0.36665052 MI_loss: 22.20764 Detection error: 0.009868502616882324 time: 9:51:49.624275
- B/E: 48 / 243 , Gen_loss: -0.35473567 MI_loss: 21.549828 Detection error: 0.009879469871520996 time: 9:51:50.524419
- B/E: 49 / 243 , Gen_loss: -0.3725743 MI_loss: 22.518246 Detection error: 0.009888768196105957 time: 9:51:51.429041
- B/E: 50 / 243 , Gen_loss: -0.3677316 MI_loss: 22.212622 Detection error: 0.00988847017288208 time: 9:51:52.311494
- B/E: 51 / 243 , Gen_loss: -0.36186245 MI_loss: 22.138275 Detection error: 0.009894847869873047 time: 9:51:53.198858
- B/E: 52 / 243 , Gen_loss: -0.36904573 MI_loss: 22.374521 Detection error: 0.009890317916870117 time: 9:51:54.170271
- B/E: 53 / 243 , Gen_loss: -0.36598504 MI_loss: 22.27943 Detection error: 0.009906232357025146 time: 9:51:55.067286
- B/E: 54 / 243 , Gen_loss: -0.36405522 MI_loss: 22.003582 Detection error: 0.00989997386932373 time: 9:51:55.934706
- B/E: 55 / 243 , Gen_loss: -0.35156876 MI_loss: 21.118172 Detection error: 0.009885609149932861 time: 9:51:56.823438
- B/E: 56 / 243 , Gen_loss: -0.3596415 MI_loss: 21.85215 Detection error: 0.009876072406768799 time: 9:51:57.689508
- B/E: 57 / 243 , Gen_loss: -0.3731238 MI_loss: 22.564686 Detection error: 0.00987553596496582 time: 9:51:58.544938
- B/E: 58 / 243 , Gen_loss: -0.35275495 MI_loss: 21.342014 Detection error: 0.009864389896392822 time: 9:51:59.405612
- B/E: 59 / 243 , Gen_loss: -0.3713526 MI_loss: 22.468172 Detection error: 0.009873449802398682 time: 9:52:00.287061
- B/E: 60 / 243 , Gen_loss: -0.35941997 MI_loss: 21.625595 Detection error: 0.009873449802398682 time: 9:52:01.149791
- B/E: 61 / 243 , Gen_loss: -0.35650542 MI_loss: 21.676682 Detection error: 0.009877026081085205 time: 9:52:02.008819
- B/E: 62 / 243 , Gen_loss: -0.36227736 MI_loss: 21.972315 Detection error: 0.009878456592559814 time: 9:52:02.872737
- B/E: 63 / 243 , Gen_loss: -0.36591807 MI_loss: 22.221855 Detection error: 0.00987941026687622 time: 9:52:03.727957
- B/E: 64 / 243 , Gen_loss: -0.3579765 MI_loss: 21.7251 Detection error: 0.009869217872619629 time: 9:52:04.584150
- B/E: 65 / 243 , Gen_loss: -0.3599489 MI_loss: 21.786541 Detection error: 0.009872138500213623 time: 9:52:05.438474
- B/E: 66 / 243 , Gen_loss: -0.3662956 MI_loss: 22.083155 Detection error: 0.009873151779174805 time: 9:52:06.301855
- B/E: 67 / 243 , Gen_loss: -0.3688658 MI_loss: 22.32556 Detection error: 0.009863972663879395 time: 9:52:07.160676
- B/E: 68 / 243 , Gen_loss: -0.3603198 MI_loss: 21.77939 Detection error: 0.009866833686828613 time: 9:52:08.166840
- B/E: 69 / 243 , Gen_loss: -0.36984563 MI_loss: 22.434868 Detection error: 0.009875893592834473 time: 9:52:09.031303
- B/E: 70 / 243 , Gen_loss: -0.3578643 MI_loss: 21.660402 Detection error: 0.009871065616607666 time: 9:52:09.887516
- B/E: 71 / 243 , Gen_loss: -0.35493678 MI_loss: 21.42426 Detection error: 0.009871959686279297 time: 9:52:10.741844
- B/E: 72 / 243 , Gen_loss: -0.36298466 MI_loss: 22.090403 Detection error: 0.009872019290924072 time: 9:52:11.613622
- B/E: 73 / 243 , Gen_loss: -0.36149654 MI_loss: 22.013573 Detection error: 0.009864449501037598 time: 9:52:12.503952
- B/E: 74 / 243 , Gen_loss: -0.35603783 MI_loss: 21.685154 Detection error: 0.00986415147781372 time: 9:52:13.385868
- B/E: 75 / 243 , Gen_loss: -0.36243638 MI_loss: 22.067455 Detection error: 0.009858965873718262 time: 9:52:14.256088
- B/E: 76 / 243 , Gen_loss: -0.36063895 MI_loss: 21.886263 Detection error: 0.009858787059783936 time: 9:52:15.150440
- B/E: 77 / 243 , Gen_loss: -0.36467642 MI_loss: 22.054731 Detection error: 0.009851336479187012 time: 9:52:16.032146
- B/E: 78 / 243 , Gen_loss: -0.35724825 MI_loss: 21.505566 Detection error: 0.009850502014160156 time: 9:52:16.911121
- B/E: 79 / 243 , Gen_loss: -0.365163 MI_loss: 22.081486 Detection error: 0.00985938310623169 time: 9:52:17.798588
- B/E: 80 / 243 , Gen_loss: -0.36031064 MI_loss: 21.959082 Detection error: 0.009876906871795654 time: 9:52:18.696521
- B/E: 81 / 243 , Gen_loss: -0.36894798 MI_loss: 22.293776 Detection error: 0.009859740734100342 time: 9:52:19.580300
- B/E: 82 / 243 , Gen_loss: -0.35730955 MI_loss: 21.696854 Detection error: 0.009862184524536133 time: 9:52:20.470594
- B/E: 83 / 243 , Gen_loss: -0.3547249 MI_loss: 21.30061 Detection error: 0.009863495826721191 time: 9:52:21.358338
- B/E: 84 / 243 , Gen_loss: -0.35556364 MI_loss: 21.51022 Detection error: 0.009863615036010742 time: 9:52:22.348452
- B/E: 85 / 243 , Gen_loss: -0.36222613 MI_loss: 21.781946 Detection error: 0.009843409061431885 time: 9:52:23.235039
- B/E: 86 / 243 , Gen_loss: -0.3689938 MI_loss: 22.341665 Detection error: 0.009841978549957275 time: 9:52:24.116779
- B/E: 87 / 243 , Gen_loss: -0.36439592 MI_loss: 21.957987 Detection error: 0.009828805923461914 time: 9:52:24.995823
- B/E: 88 / 243 , Gen_loss: -0.35313505 MI_loss: 21.365345 Detection error: 0.009819507598876953 time: 9:52:25.885073
- B/E: 89 / 243 , Gen_loss: -0.3671705 MI_loss: 22.337063 Detection error: 0.009827792644500732 time: 9:52:26.769462
- B/E: 90 / 243 , Gen_loss: -0.35968116 MI_loss: 21.714252 Detection error: 0.009827971458435059 time: 9:52:27.649521
- B/E: 91 / 243 , Gen_loss: -0.36444277 MI_loss: 22.261503 Detection error: 0.009834587574005127 time: 9:52:28.533609
- B/E: 92 / 243 , Gen_loss: -0.3456654 MI_loss: 20.858198 Detection error: 0.009819865226745605 time: 9:52:29.486781
- B/E: 93 / 243 , Gen_loss: -0.35812148 MI_loss: 21.703861 Detection error: 0.00982213020324707 time: 9:52:30.375162
- B/E: 94 / 243 , Gen_loss: -0.35475194 MI_loss: 21.627085 Detection error: 0.009830892086029053 time: 9:52:31.265844
- B/E: 95 / 243 , Gen_loss: -0.35409912 MI_loss: 21.519377 Detection error: 0.009838879108428955 time: 9:52:32.179978
- B/E: 96 / 243 , Gen_loss: -0.35373852 MI_loss: 21.326054 Detection error: 0.009839236736297607 time: 9:52:33.067521
- B/E: 97 / 243 , Gen_loss: -0.35711616 MI_loss: 21.541094 Detection error: 0.009831607341766357 time: 9:52:33.954259
- B/E: 98 / 243 , Gen_loss: -0.36239406 MI_loss: 21.852032 Detection error: 0.009820699691772461 time: 9:52:34.821454
- B/E: 99 / 243 , Gen_loss: -0.36407968 MI_loss: 22.042133 Detection error: 0.009819388389587402 time: 9:52:35.704277
- B/E: 100 / 243 , Gen_loss: -0.36276114 MI_loss: 21.918425 Detection error: 0.009821772575378418 time: 9:52:36.666997
- B/E: 101 / 243 , Gen_loss: -0.35290113 MI_loss: 21.52042 Detection error: 0.00982964038848877 time: 9:52:37.584976
- B/E: 102 / 243 , Gen_loss: -0.36267045 MI_loss: 22.064651 Detection error: 0.009824633598327637 time: 9:52:38.470579
- B/E: 103 / 243 , Gen_loss: -0.376515 MI_loss: 22.833668 Detection error: 0.009824216365814209 time: 9:52:39.353247
- B/E: 104 / 243 , Gen_loss: -0.36279592 MI_loss: 21.923964 Detection error: 0.009824395179748535 time: 9:52:40.269285
- B/E: 105 / 243 , Gen_loss: -0.36316702 MI_loss: 22.12849 Detection error: 0.009821057319641113 time: 9:52:41.158626
- B/E: 106 / 243 , Gen_loss: -0.3574871 MI_loss: 21.616814 Detection error: 0.009824156761169434 time: 9:52:42.044763
- B/E: 107 / 243 , Gen_loss: -0.36990502 MI_loss: 22.36512 Detection error: 0.009825527667999268 time: 9:52:42.928866
- B/E: 108 / 243 , Gen_loss: -0.3575576 MI_loss: 21.733456 Detection error: 0.009827136993408203 time: 9:52:43.814598
- B/E: 109 / 243 , Gen_loss: -0.35591102 MI_loss: 21.556925 Detection error: 0.009820997714996338 time: 9:52:44.727061
- B/E: 110 / 243 , Gen_loss: -0.36414236 MI_loss: 22.040756 Detection error: 0.00981360673904419 time: 9:52:45.613318
- B/E: 111 / 243 , Gen_loss: -0.36057216 MI_loss: 21.936106 Detection error: 0.009814202785491943 time: 9:52:46.499144
- B/E: 112 / 243 , Gen_loss: -0.3533987 MI_loss: 21.370811 Detection error: 0.009812474250793457 time: 9:52:47.386536
- B/E: 113 / 243 , Gen_loss: -0.36593613 MI_loss: 22.374943 Detection error: 0.009817719459533691 time: 9:52:48.275593
- B/E: 114 / 243 , Gen_loss: -0.36173862 MI_loss: 21.963797 Detection error: 0.009820401668548584 time: 9:52:49.160779
- B/E: 115 / 243 , Gen_loss: -0.36083904 MI_loss: 21.846458 Detection error: 0.009817361831665039 time: 9:52:50.043165
- B/E: 116 / 243 , Gen_loss: -0.36010364 MI_loss: 21.941708 Detection error: 0.0098191499710083 time: 9:52:51.023806
- B/E: 117 / 243 , Gen_loss: -0.35144868 MI_loss: 21.286144 Detection error: 0.009818077087402344 time: 9:52:51.909027
- B/E: 118 / 243 , Gen_loss: -0.36808896 MI_loss: 22.166641 Detection error: 0.009813308715820312 time: 9:52:52.805719
- B/E: 119 / 243 , Gen_loss: -0.3625608 MI_loss: 21.976612 Detection error: 0.009808838367462158 time: 9:52:53.688368
- B/E: 120 / 243 , Gen_loss: -0.35746548 MI_loss: 21.789875 Detection error: 0.009808123111724854 time: 9:52:54.569759
- B/E: 121 / 243 , Gen_loss: -0.36039108 MI_loss: 21.808704 Detection error: 0.009813547134399414 time: 9:52:55.460898
- B/E: 122 / 243 , Gen_loss: -0.3751051 MI_loss: 22.625435 Detection error: 0.009804368019104004 time: 9:52:56.350668
- B/E: 123 / 243 , Gen_loss: -0.35929003 MI_loss: 21.788187 Detection error: 0.009798884391784668 time: 9:52:57.237019
- B/E: 124 / 243 , Gen_loss: -0.3706755 MI_loss: 22.44519 Detection error: 0.009799003601074219 time: 9:52:58.136518
- B/E: 125 / 243 , Gen_loss: -0.3611464 MI_loss: 21.91499 Detection error: 0.009801864624023438 time: 9:52:59.029171
- B/E: 126 / 243 , Gen_loss: -0.35871118 MI_loss: 21.634733 Detection error: 0.009806334972381592 time: 9:52:59.852793
- B/E: 127 / 243 , Gen_loss: -0.35010839 MI_loss: 21.27587 Detection error: 0.009810030460357666 time: 9:53:00.643572
- B/E: 128 / 243 , Gen_loss: -0.3654225 MI_loss: 21.929153 Detection error: 0.009814679622650146 time: 9:53:01.454388
- B/E: 129 / 243 , Gen_loss: -0.35800847 MI_loss: 21.677784 Detection error: 0.00982213020324707 time: 9:53:02.356445
- B/E: 130 / 243 , Gen_loss: -0.363076 MI_loss: 21.923954 Detection error: 0.009827077388763428 time: 9:53:03.240223
- B/E: 131 / 243 , Gen_loss: -0.35782424 MI_loss: 21.649925 Detection error: 0.009828627109527588 time: 9:53:04.134101
- B/E: 132 / 243 , Gen_loss: -0.3620836 MI_loss: 21.94192 Detection error: 0.009827077388763428 time: 9:53:05.100558
- B/E: 133 / 243 , Gen_loss: -0.3657004 MI_loss: 22.225487 Detection error: 0.009830474853515625 time: 9:53:05.981600
- B/E: 134 / 243 , Gen_loss: -0.35897598 MI_loss: 21.989237 Detection error: 0.00983494520187378 time: 9:53:06.868439
- B/E: 135 / 243 , Gen_loss: -0.35507506 MI_loss: 21.62685 Detection error: 0.009836196899414062 time: 9:53:07.750410
- B/E: 136 / 243 , Gen_loss: -0.36570933 MI_loss: 22.126606 Detection error: 0.00983738899230957 time: 9:53:08.634216
- B/E: 137 / 243 , Gen_loss: -0.35409415 MI_loss: 21.530973 Detection error: 0.009840786457061768 time: 9:53:09.520169
- B/E: 138 / 243 , Gen_loss: -0.34704313 MI_loss: 21.132294 Detection error: 0.009843528270721436 time: 9:53:10.411778
- B/E: 139 / 243 , Gen_loss: -0.36415312 MI_loss: 22.138008 Detection error: 0.009849309921264648 time: 9:53:11.296197
- B/E: 140 / 243 , Gen_loss: -0.3569167 MI_loss: 21.7053 Detection error: 0.009848415851593018 time: 9:53:12.175313
- B/E: 141 / 243 , Gen_loss: -0.3542402 MI_loss: 21.37641 Detection error: 0.009843111038208008 time: 9:53:13.081008
- B/E: 142 / 243 , Gen_loss: -0.3625543 MI_loss: 21.975758 Detection error: 0.009844839572906494 time: 9:53:13.961075
- B/E: 143 / 243 , Gen_loss: -0.36137992 MI_loss: 21.896088 Detection error: 0.009843945503234863 time: 9:53:14.841096
- B/E: 144 / 243 , Gen_loss: -0.3646387 MI_loss: 22.010689 Detection error: 0.009849369525909424 time: 9:53:15.724942
- B/E: 145 / 243 , Gen_loss: -0.35047647 MI_loss: 21.07785 Detection error: 0.00985807180404663 time: 9:53:16.676373
- B/E: 146 / 243 , Gen_loss: -0.3571549 MI_loss: 21.537441 Detection error: 0.009857356548309326 time: 9:53:17.566302
- B/E: 147 / 243 , Gen_loss: -0.3722117 MI_loss: 22.496012 Detection error: 0.009857714176177979 time: 9:53:18.471726
- B/E: 148 / 243 , Gen_loss: -0.35133457 MI_loss: 21.164469 Detection error: 0.009861350059509277 time: 9:53:19.452471
- B/E: 149 / 243 , Gen_loss: -0.3582655 MI_loss: 21.7986 Detection error: 0.009866893291473389 time: 9:53:20.346604
-
- Test Loss: 10.26455 Test Error: 0.010725021362304688
- -----
- EPOCH: 244
- B/E: 0 / 244 , Gen_loss: -0.36106917 MI_loss: 21.852066 Detection error: 0.01021873950958252 time: 9:53:22.284834
- B/E: 1 / 244 , Gen_loss: -0.35120648 MI_loss: 21.364891 Detection error: 0.010203123092651367 time: 9:53:57.844585
- B/E: 2 / 244 , Gen_loss: -0.35632393 MI_loss: 21.395853 Detection error: 0.009697914123535156 time: 9:53:58.789956
- B/E: 3 / 244 , Gen_loss: -0.36088544 MI_loss: 21.852346 Detection error: 0.009710907936096191 time: 9:53:59.679714
- B/E: 4 / 244 , Gen_loss: -0.35775328 MI_loss: 21.653057 Detection error: 0.00976872444152832 time: 9:54:00.565911
- B/E: 5 / 244 , Gen_loss: -0.36869794 MI_loss: 22.336506 Detection error: 0.0096510648727417 time: 9:54:01.451721
- B/E: 6 / 244 , Gen_loss: -0.36415315 MI_loss: 22.123077 Detection error: 0.00982588529586792 time: 9:54:02.336978
- B/E: 7 / 244 , Gen_loss: -0.37237296 MI_loss: 22.51355 Detection error: 0.009890615940093994 time: 9:54:03.216743
- B/E: 8 / 244 , Gen_loss: -0.36278903 MI_loss: 21.925146 Detection error: 0.009805560111999512 time: 9:54:04.001717
- B/E: 9 / 244 , Gen_loss: -0.3638525 MI_loss: 22.061424 Detection error: 0.009740650653839111 time: 9:54:04.824835
- B/E: 10 / 244 , Gen_loss: -0.37070045 MI_loss: 22.475342 Detection error: 0.009758532047271729 time: 9:54:05.809625
- B/E: 11 / 244 , Gen_loss: -0.36205524 MI_loss: 21.987041 Detection error: 0.009789049625396729 time: 9:54:06.688022
- B/E: 12 / 244 , Gen_loss: -0.35711426 MI_loss: 21.722345 Detection error: 0.009870171546936035 time: 9:54:07.570726
- B/E: 13 / 244 , Gen_loss: -0.36853042 MI_loss: 22.462524 Detection error: 0.009845972061157227 time: 9:54:08.458763
- B/E: 14 / 244 , Gen_loss: -0.36079612 MI_loss: 21.646154 Detection error: 0.009835422039031982 time: 9:54:09.343552
- B/E: 15 / 244 , Gen_loss: -0.35482526 MI_loss: 21.51556 Detection error: 0.00984567403793335 time: 9:54:10.230705
- B/E: 16 / 244 , Gen_loss: -0.37031424 MI_loss: 22.379934 Detection error: 0.009840071201324463 time: 9:54:11.125595
- B/E: 17 / 244 , Gen_loss: -0.3643046 MI_loss: 22.121973 Detection error: 0.009828150272369385 time: 9:54:12.011836
- B/E: 18 / 244 , Gen_loss: -0.35622898 MI_loss: 21.555511 Detection error: 0.009763181209564209 time: 9:54:12.896574
- B/E: 19 / 244 , Gen_loss: -0.3526115 MI_loss: 21.503305 Detection error: 0.009771883487701416 time: 9:54:13.726448
- B/E: 20 / 244 , Gen_loss: -0.35853496 MI_loss: 21.72088 Detection error: 0.009827375411987305 time: 9:54:14.552751
- B/E: 21 / 244 , Gen_loss: -0.34230632 MI_loss: 20.753956 Detection error: 0.009823858737945557 time: 9:54:15.409658
- B/E: 22 / 244 , Gen_loss: -0.3628594 MI_loss: 21.948315 Detection error: 0.009811162948608398 time: 9:54:16.295614
- B/E: 23 / 244 , Gen_loss: -0.35529906 MI_loss: 21.444305 Detection error: 0.009809911251068115 time: 9:54:17.184167
- B/E: 24 / 244 , Gen_loss: -0.3658761 MI_loss: 22.02961 Detection error: 0.009801268577575684 time: 9:54:18.067930
- B/E: 25 / 244 , Gen_loss: -0.35977897 MI_loss: 21.628523 Detection error: 0.009814918041229248 time: 9:54:19.037239
- B/E: 26 / 244 , Gen_loss: -0.36151847 MI_loss: 21.984459 Detection error: 0.009859979152679443 time: 9:54:19.923845
- B/E: 27 / 244 , Gen_loss: -0.35489953 MI_loss: 21.439926 Detection error: 0.009895086288452148 time: 9:54:20.807377
- B/E: 28 / 244 , Gen_loss: -0.3731503 MI_loss: 22.603035 Detection error: 0.009896576404571533 time: 9:54:21.701581
- B/E: 29 / 244 , Gen_loss: -0.35991582 MI_loss: 21.869429 Detection error: 0.009905219078063965 time: 9:54:22.587145
- B/E: 30 / 244 , Gen_loss: -0.35668314 MI_loss: 21.664074 Detection error: 0.009878039360046387 time: 9:54:23.471168
- B/E: 31 / 244 , Gen_loss: -0.35655588 MI_loss: 21.42418 Detection error: 0.009854495525360107 time: 9:54:24.362318
- B/E: 32 / 244 , Gen_loss: -0.36035198 MI_loss: 21.8715 Detection error: 0.009845614433288574 time: 9:54:25.253066
- B/E: 33 / 244 , Gen_loss: -0.35195303 MI_loss: 21.354149 Detection error: 0.00982445478439331 time: 9:54:26.134872
- B/E: 34 / 244 , Gen_loss: -0.3577029 MI_loss: 21.756802 Detection error: 0.00983572006225586 time: 9:54:27.025496
- B/E: 35 / 244 , Gen_loss: -0.36264256 MI_loss: 21.904629 Detection error: 0.00981682538986206 time: 9:54:27.913264
- B/E: 36 / 244 , Gen_loss: -0.36070335 MI_loss: 21.923628 Detection error: 0.009815871715545654 time: 9:54:28.802801
- B/E: 37 / 244 , Gen_loss: -0.36608443 MI_loss: 22.23364 Detection error: 0.009823203086853027 time: 9:54:29.684922
- B/E: 38 / 244 , Gen_loss: -0.35769582 MI_loss: 21.71629 Detection error: 0.009836554527282715 time: 9:54:30.571661
- B/E: 39 / 244 , Gen_loss: -0.36745775 MI_loss: 22.244234 Detection error: 0.009824991226196289 time: 9:54:31.479729
- B/E: 40 / 244 , Gen_loss: -0.34417287 MI_loss: 20.827036 Detection error: 0.009822428226470947 time: 9:54:32.363148
- B/E: 41 / 244 , Gen_loss: -0.36181036 MI_loss: 22.070807 Detection error: 0.009815454483032227 time: 9:54:33.321576
- B/E: 42 / 244 , Gen_loss: -0.36391598 MI_loss: 22.186703 Detection error: 0.00980597734451294 time: 9:54:34.213050
- B/E: 43 / 244 , Gen_loss: -0.37010488 MI_loss: 22.389444 Detection error: 0.009811818599700928 time: 9:54:35.103559
- B/E: 44 / 244 , Gen_loss: -0.36824813 MI_loss: 22.435307 Detection error: 0.009834051132202148 time: 9:54:35.991613
- B/E: 45 / 244 , Gen_loss: -0.35463205 MI_loss: 21.349443 Detection error: 0.00982677936553955 time: 9:54:36.899913
- B/E: 46 / 244 , Gen_loss: -0.34840307 MI_loss: 21.006237 Detection error: 0.009842395782470703 time: 9:54:37.786925
- B/E: 47 / 244 , Gen_loss: -0.36592883 MI_loss: 21.972261 Detection error: 0.009837210178375244 time: 9:54:38.674311
- B/E: 48 / 244 , Gen_loss: -0.36444137 MI_loss: 22.255869 Detection error: 0.009855866432189941 time: 9:54:39.559650
- B/E: 49 / 244 , Gen_loss: -0.36402452 MI_loss: 22.08644 Detection error: 0.009863734245300293 time: 9:54:40.489439
- B/E: 50 / 244 , Gen_loss: -0.35845023 MI_loss: 21.747187 Detection error: 0.00986701250076294 time: 9:54:41.343433
- B/E: 51 / 244 , Gen_loss: -0.3552731 MI_loss: 21.73405 Detection error: 0.00986480712890625 time: 9:54:42.118153
- B/E: 52 / 244 , Gen_loss: -0.35729834 MI_loss: 21.593 Detection error: 0.00985729694366455 time: 9:54:42.889724
- B/E: 53 / 244 , Gen_loss: -0.36206883 MI_loss: 21.832829 Detection error: 0.009869813919067383 time: 9:54:43.658910
- B/E: 54 / 244 , Gen_loss: -0.35553056 MI_loss: 21.588888 Detection error: 0.009875595569610596 time: 9:54:44.432813
- B/E: 55 / 244 , Gen_loss: -0.3697614 MI_loss: 22.392641 Detection error: 0.009859919548034668 time: 9:54:45.239455
- B/E: 56 / 244 , Gen_loss: -0.36527008 MI_loss: 22.084702 Detection error: 0.00984811782836914 time: 9:54:46.110267
- B/E: 57 / 244 , Gen_loss: -0.35885867 MI_loss: 21.636246 Detection error: 0.009843766689300537 time: 9:54:47.087975
- B/E: 58 / 244 , Gen_loss: -0.36532214 MI_loss: 22.06375 Detection error: 0.009831547737121582 time: 9:54:47.973201
- B/E: 59 / 244 , Gen_loss: -0.35763294 MI_loss: 21.703342 Detection error: 0.009849488735198975 time: 9:54:48.859265
- B/E: 60 / 244 , Gen_loss: -0.36011052 MI_loss: 21.829275 Detection error: 0.00984734296798706 time: 9:54:49.742776
- B/E: 61 / 244 , Gen_loss: -0.34762022 MI_loss: 21.203823 Detection error: 0.009849309921264648 time: 9:54:50.625386
- B/E: 62 / 244 , Gen_loss: -0.37115633 MI_loss: 22.558693 Detection error: 0.009853661060333252 time: 9:54:51.515001
- B/E: 63 / 244 , Gen_loss: -0.36212727 MI_loss: 21.89899 Detection error: 0.009845197200775146 time: 9:54:52.396288
- B/E: 64 / 244 , Gen_loss: -0.36073282 MI_loss: 21.904722 Detection error: 0.009847104549407959 time: 9:54:53.282406
- B/E: 65 / 244 , Gen_loss: -0.3570832 MI_loss: 21.680813 Detection error: 0.009847521781921387 time: 9:54:54.167359
- B/E: 66 / 244 , Gen_loss: -0.36490923 MI_loss: 22.199947 Detection error: 0.009839057922363281 time: 9:54:55.054447
- B/E: 67 / 244 , Gen_loss: -0.36244687 MI_loss: 21.824547 Detection error: 0.009837329387664795 time: 9:54:55.953318
- B/E: 68 / 244 , Gen_loss: -0.3586783 MI_loss: 21.853382 Detection error: 0.009844660758972168 time: 9:54:56.837536
- B/E: 69 / 244 , Gen_loss: -0.35495752 MI_loss: 21.63862 Detection error: 0.009845554828643799 time: 9:54:57.727893
- B/E: 70 / 244 , Gen_loss: -0.3612729 MI_loss: 21.885431 Detection error: 0.009841978549957275 time: 9:54:58.610633
- B/E: 71 / 244 , Gen_loss: -0.35127842 MI_loss: 21.413319 Detection error: 0.009842455387115479 time: 9:54:59.491366
- B/E: 72 / 244 , Gen_loss: -0.36253792 MI_loss: 21.986223 Detection error: 0.009846746921539307 time: 9:55:00.380270
- B/E: 73 / 244 , Gen_loss: -0.3664272 MI_loss: 22.275555 Detection error: 0.00983738899230957 time: 9:55:01.348122
- B/E: 74 / 244 , Gen_loss: -0.35869518 MI_loss: 21.83065 Detection error: 0.009839177131652832 time: 9:55:02.233849
- B/E: 75 / 244 , Gen_loss: -0.36127752 MI_loss: 21.765831 Detection error: 0.009837150573730469 time: 9:55:03.117013
- B/E: 76 / 244 , Gen_loss: -0.3581964 MI_loss: 21.699812 Detection error: 0.009840905666351318 time: 9:55:04.008990
- B/E: 77 / 244 , Gen_loss: -0.3605282 MI_loss: 21.805561 Detection error: 0.009836554527282715 time: 9:55:04.894866
- B/E: 78 / 244 , Gen_loss: -0.3621265 MI_loss: 21.905237 Detection error: 0.009833872318267822 time: 9:55:05.781589
- B/E: 79 / 244 , Gen_loss: -0.36018232 MI_loss: 21.927763 Detection error: 0.009840607643127441 time: 9:55:06.662703
- B/E: 80 / 244 , Gen_loss: -0.3554684 MI_loss: 21.451777 Detection error: 0.00985342264175415 time: 9:55:07.550146
- B/E: 81 / 244 , Gen_loss: -0.35947713 MI_loss: 21.895926 Detection error: 0.009845256805419922 time: 9:55:08.430962
- B/E: 82 / 244 , Gen_loss: -0.36431748 MI_loss: 22.0986 Detection error: 0.009838104248046875 time: 9:55:09.317211
- B/E: 83 / 244 , Gen_loss: -0.35987127 MI_loss: 21.857327 Detection error: 0.0098419189453125 time: 9:55:10.196762
- B/E: 84 / 244 , Gen_loss: -0.3638354 MI_loss: 21.966572 Detection error: 0.009834587574005127 time: 9:55:11.080871
- B/E: 85 / 244 , Gen_loss: -0.36328614 MI_loss: 21.807426 Detection error: 0.009816884994506836 time: 9:55:11.988888
- B/E: 86 / 244 , Gen_loss: -0.36463386 MI_loss: 22.141983 Detection error: 0.00981682538986206 time: 9:55:12.870370
- B/E: 87 / 244 , Gen_loss: -0.36219007 MI_loss: 21.894302 Detection error: 0.00979757308959961 time: 9:55:13.749306
- B/E: 88 / 244 , Gen_loss: -0.3545881 MI_loss: 21.456476 Detection error: 0.00979459285736084 time: 9:55:14.643774
- B/E: 89 / 244 , Gen_loss: -0.35588297 MI_loss: 21.562632 Detection error: 0.009802401065826416 time: 9:55:15.602505
- B/E: 90 / 244 , Gen_loss: -0.35430703 MI_loss: 21.458286 Detection error: 0.009800136089324951 time: 9:55:16.482265
- B/E: 91 / 244 , Gen_loss: -0.3641798 MI_loss: 22.151161 Detection error: 0.009810447692871094 time: 9:55:17.382929
- B/E: 92 / 244 , Gen_loss: -0.36013907 MI_loss: 21.72832 Detection error: 0.009795010089874268 time: 9:55:18.267288
- B/E: 93 / 244 , Gen_loss: -0.35568964 MI_loss: 21.6169 Detection error: 0.009790897369384766 time: 9:55:19.149986
- B/E: 94 / 244 , Gen_loss: -0.3615857 MI_loss: 22.00123 Detection error: 0.009810209274291992 time: 9:55:20.025929
- B/E: 95 / 244 , Gen_loss: -0.34983066 MI_loss: 21.337471 Detection error: 0.009814798831939697 time: 9:55:20.905824
- B/E: 96 / 244 , Gen_loss: -0.35215166 MI_loss: 21.377829 Detection error: 0.009813129901885986 time: 9:55:21.785977
- B/E: 97 / 244 , Gen_loss: -0.36491415 MI_loss: 21.940022 Detection error: 0.009807407855987549 time: 9:55:22.666538
- B/E: 98 / 244 , Gen_loss: -0.3570112 MI_loss: 21.50644 Detection error: 0.0097922682762146 time: 9:55:23.545563
- B/E: 99 / 244 , Gen_loss: -0.35659924 MI_loss: 21.549625 Detection error: 0.009792208671569824 time: 9:55:24.425883
- B/E: 100 / 244 , Gen_loss: -0.37096146 MI_loss: 22.454483 Detection error: 0.009793639183044434 time: 9:55:25.313819
- B/E: 101 / 244 , Gen_loss: -0.3575698 MI_loss: 21.648718 Detection error: 0.009799003601074219 time: 9:55:26.197969
- B/E: 102 / 244 , Gen_loss: -0.3596013 MI_loss: 21.907265 Detection error: 0.009798824787139893 time: 9:55:27.080743
- B/E: 103 / 244 , Gen_loss: -0.36044937 MI_loss: 21.894304 Detection error: 0.009797155857086182 time: 9:55:27.965056
- B/E: 104 / 244 , Gen_loss: -0.3558003 MI_loss: 21.569986 Detection error: 0.009794354438781738 time: 9:55:28.850179
- B/E: 105 / 244 , Gen_loss: -0.3571676 MI_loss: 21.706596 Detection error: 0.009794235229492188 time: 9:55:29.830576
- B/E: 106 / 244 , Gen_loss: -0.36456898 MI_loss: 22.154749 Detection error: 0.009794950485229492 time: 9:55:30.711098
- B/E: 107 / 244 , Gen_loss: -0.36887196 MI_loss: 22.330013 Detection error: 0.009799778461456299 time: 9:55:31.589083
- B/E: 108 / 244 , Gen_loss: -0.3567666 MI_loss: 21.545097 Detection error: 0.009800434112548828 time: 9:55:32.480472
- B/E: 109 / 244 , Gen_loss: -0.36768308 MI_loss: 22.248163 Detection error: 0.009799718856811523 time: 9:55:33.350644
- B/E: 110 / 244 , Gen_loss: -0.35585544 MI_loss: 21.32788 Detection error: 0.009790003299713135 time: 9:55:34.246869
- B/E: 111 / 244 , Gen_loss: -0.3662465 MI_loss: 22.340778 Detection error: 0.00979071855545044 time: 9:55:35.133396
- B/E: 112 / 244 , Gen_loss: -0.36543405 MI_loss: 22.09861 Detection error: 0.009788990020751953 time: 9:55:36.018264
- B/E: 113 / 244 , Gen_loss: -0.35814983 MI_loss: 21.803469 Detection error: 0.00979524850845337 time: 9:55:36.899300
- B/E: 114 / 244 , Gen_loss: -0.35511103 MI_loss: 21.537136 Detection error: 0.00979834794998169 time: 9:55:37.784683
- B/E: 115 / 244 , Gen_loss: -0.3744624 MI_loss: 22.552158 Detection error: 0.009791195392608643 time: 9:55:38.671874
- B/E: 116 / 244 , Gen_loss: -0.3537872 MI_loss: 21.486248 Detection error: 0.009787678718566895 time: 9:55:39.554307
- B/E: 117 / 244 , Gen_loss: -0.35330808 MI_loss: 21.533176 Detection error: 0.009793460369110107 time: 9:55:40.444580
- B/E: 118 / 244 , Gen_loss: -0.37005565 MI_loss: 22.36985 Detection error: 0.009786486625671387 time: 9:55:41.328502
- B/E: 119 / 244 , Gen_loss: -0.36317843 MI_loss: 22.014076 Detection error: 0.009782791137695312 time: 9:55:42.213468
- B/E: 120 / 244 , Gen_loss: -0.35567474 MI_loss: 21.62804 Detection error: 0.009779691696166992 time: 9:55:43.098292
- B/E: 121 / 244 , Gen_loss: -0.36186796 MI_loss: 22.021698 Detection error: 0.009785115718841553 time: 9:55:44.065699
- B/E: 122 / 244 , Gen_loss: -0.37251905 MI_loss: 22.480835 Detection error: 0.009777665138244629 time: 9:55:44.947505
- B/E: 123 / 244 , Gen_loss: -0.35459796 MI_loss: 21.411684 Detection error: 0.009773433208465576 time: 9:55:45.829956
- B/E: 124 / 244 , Gen_loss: -0.3570251 MI_loss: 21.852036 Detection error: 0.009771227836608887 time: 9:55:46.717313
- B/E: 125 / 244 , Gen_loss: -0.35594708 MI_loss: 21.62821 Detection error: 0.009770572185516357 time: 9:55:47.600570
- B/E: 126 / 244 , Gen_loss: -0.35683978 MI_loss: 21.702795 Detection error: 0.009779274463653564 time: 9:55:48.398476
- B/E: 127 / 244 , Gen_loss: -0.36128566 MI_loss: 21.952553 Detection error: 0.009781479835510254 time: 9:55:49.175012
- B/E: 128 / 244 , Gen_loss: -0.3624015 MI_loss: 21.977295 Detection error: 0.009786844253540039 time: 9:55:50.067623
- B/E: 129 / 244 , Gen_loss: -0.364907 MI_loss: 22.236042 Detection error: 0.009791851043701172 time: 9:55:50.952821
- B/E: 130 / 244 , Gen_loss: -0.3701961 MI_loss: 22.47621 Detection error: 0.009798407554626465 time: 9:55:51.853710
- B/E: 131 / 244 , Gen_loss: -0.35754576 MI_loss: 21.62899 Detection error: 0.009803056716918945 time: 9:55:52.744903
- B/E: 132 / 244 , Gen_loss: -0.3713963 MI_loss: 22.555933 Detection error: 0.009798645973205566 time: 9:55:53.625232
- B/E: 133 / 244 , Gen_loss: -0.3548421 MI_loss: 21.570038 Detection error: 0.00980222225189209 time: 9:55:54.516058
- B/E: 134 / 244 , Gen_loss: -0.35215473 MI_loss: 21.491 Detection error: 0.009808778762817383 time: 9:55:55.404951
- B/E: 135 / 244 , Gen_loss: -0.357383 MI_loss: 21.647112 Detection error: 0.009809732437133789 time: 9:55:56.288685
- B/E: 136 / 244 , Gen_loss: -0.36441237 MI_loss: 22.06379 Detection error: 0.009810924530029297 time: 9:55:57.176536
- B/E: 137 / 244 , Gen_loss: -0.3580973 MI_loss: 21.682577 Detection error: 0.009814083576202393 time: 9:55:58.180132
- B/E: 138 / 244 , Gen_loss: -0.36823693 MI_loss: 22.388891 Detection error: 0.009819447994232178 time: 9:55:58.992321
- B/E: 139 / 244 , Gen_loss: -0.3606066 MI_loss: 21.798552 Detection error: 0.00982367992401123 time: 9:55:59.761955
- B/E: 140 / 244 , Gen_loss: -0.3520004 MI_loss: 21.411106 Detection error: 0.009825587272644043 time: 9:56:00.577998
- B/E: 141 / 244 , Gen_loss: -0.352434 MI_loss: 21.154331 Detection error: 0.009820401668548584 time: 9:56:01.472230
- B/E: 142 / 244 , Gen_loss: -0.3562599 MI_loss: 21.453793 Detection error: 0.009818196296691895 time: 9:56:02.354103
- B/E: 143 / 244 , Gen_loss: -0.36801857 MI_loss: 22.303253 Detection error: 0.009814679622650146 time: 9:56:03.236975
- B/E: 144 / 244 , Gen_loss: -0.35089847 MI_loss: 21.191883 Detection error: 0.009826064109802246 time: 9:56:04.130657
- B/E: 145 / 244 , Gen_loss: -0.371161 MI_loss: 22.488031 Detection error: 0.009832382202148438 time: 9:56:05.021894
- B/E: 146 / 244 , Gen_loss: -0.35291648 MI_loss: 21.30011 Detection error: 0.0098341703414917 time: 9:56:05.906294
- B/E: 147 / 244 , Gen_loss: -0.36870426 MI_loss: 22.426529 Detection error: 0.00983339548110962 time: 9:56:06.792266
- B/E: 148 / 244 , Gen_loss: -0.35272372 MI_loss: 21.385592 Detection error: 0.009837448596954346 time: 9:56:07.626007
- B/E: 149 / 244 , Gen_loss: -0.36400986 MI_loss: 22.1158 Detection error: 0.00984334945678711 time: 9:56:08.394894
-
- Test Loss: 10.264786 Test Error: 0.010733306407928467
- -----
- EPOCH: 245
- B/E: 0 / 245 , Gen_loss: -0.36302227 MI_loss: 21.99687 Detection error: 0.01015627384185791 time: 9:56:10.285754
- B/E: 1 / 245 , Gen_loss: -0.34646153 MI_loss: 20.843805 Detection error: 0.010328114032745361 time: 9:56:46.259640
- B/E: 2 / 245 , Gen_loss: -0.35522863 MI_loss: 21.358522 Detection error: 0.009625017642974854 time: 9:56:47.176227
- B/E: 3 / 245 , Gen_loss: -0.36430284 MI_loss: 22.101793 Detection error: 0.009578108787536621 time: 9:56:48.094719
- B/E: 4 / 245 , Gen_loss: -0.36787242 MI_loss: 22.330729 Detection error: 0.00966876745223999 time: 9:56:48.978362
- B/E: 5 / 245 , Gen_loss: -0.34958652 MI_loss: 21.288876 Detection error: 0.009729146957397461 time: 9:56:49.863650
- B/E: 6 / 245 , Gen_loss: -0.36114442 MI_loss: 21.922436 Detection error: 0.009794652462005615 time: 9:56:50.713315
- B/E: 7 / 245 , Gen_loss: -0.37003848 MI_loss: 22.49556 Detection error: 0.009843766689300537 time: 9:56:51.589983
- B/E: 8 / 245 , Gen_loss: -0.35869327 MI_loss: 21.738417 Detection error: 0.009826362133026123 time: 9:56:52.473634
- B/E: 9 / 245 , Gen_loss: -0.35803452 MI_loss: 21.826853 Detection error: 0.009753108024597168 time: 9:56:53.359942
- B/E: 10 / 245 , Gen_loss: -0.3672731 MI_loss: 22.316551 Detection error: 0.009781241416931152 time: 9:56:54.242099
- B/E: 11 / 245 , Gen_loss: -0.37071058 MI_loss: 22.597809 Detection error: 0.009796857833862305 time: 9:56:55.123760
- B/E: 12 / 245 , Gen_loss: -0.36461002 MI_loss: 21.979542 Detection error: 0.009870171546936035 time: 9:56:56.013925
- B/E: 13 / 245 , Gen_loss: -0.35538003 MI_loss: 21.464428 Detection error: 0.009870529174804688 time: 9:56:56.900987
- B/E: 14 / 245 , Gen_loss: -0.36725053 MI_loss: 22.031393 Detection error: 0.009841680526733398 time: 9:56:57.782377
- B/E: 15 / 245 , Gen_loss: -0.36151078 MI_loss: 22.01181 Detection error: 0.00985938310623169 time: 9:56:58.662262
- B/E: 16 / 245 , Gen_loss: -0.35705447 MI_loss: 21.639896 Detection error: 0.009858429431915283 time: 9:56:59.553428
- B/E: 17 / 245 , Gen_loss: -0.36037064 MI_loss: 21.814196 Detection error: 0.009850680828094482 time: 9:57:00.443061
- B/E: 18 / 245 , Gen_loss: -0.3646356 MI_loss: 22.180775 Detection error: 0.009800970554351807 time: 9:57:01.342821
- B/E: 19 / 245 , Gen_loss: -0.36002004 MI_loss: 21.952436 Detection error: 0.009795308113098145 time: 9:57:02.196399
- B/E: 20 / 245 , Gen_loss: -0.3541645 MI_loss: 21.503716 Detection error: 0.009843766689300537 time: 9:57:03.079426
- B/E: 21 / 245 , Gen_loss: -0.35705397 MI_loss: 21.795517 Detection error: 0.009835243225097656 time: 9:57:03.970643
- B/E: 22 / 245 , Gen_loss: -0.36342797 MI_loss: 21.98368 Detection error: 0.00983285903930664 time: 9:57:04.859142
- B/E: 23 / 245 , Gen_loss: -0.36399525 MI_loss: 22.098576 Detection error: 0.009829401969909668 time: 9:57:05.748654
- B/E: 24 / 245 , Gen_loss: -0.35937798 MI_loss: 21.71678 Detection error: 0.009837508201599121 time: 9:57:06.636205
- B/E: 25 / 245 , Gen_loss: -0.35568032 MI_loss: 21.567345 Detection error: 0.00984734296798706 time: 9:57:07.525787
- B/E: 26 / 245 , Gen_loss: -0.35972857 MI_loss: 21.727097 Detection error: 0.009885430335998535 time: 9:57:08.407530
- B/E: 27 / 245 , Gen_loss: -0.3628685 MI_loss: 22.048647 Detection error: 0.009904026985168457 time: 9:57:09.292286
- B/E: 28 / 245 , Gen_loss: -0.35711622 MI_loss: 21.654472 Detection error: 0.009914875030517578 time: 9:57:10.178395
- B/E: 29 / 245 , Gen_loss: -0.36774433 MI_loss: 22.253353 Detection error: 0.00991666316986084 time: 9:57:11.090510
- B/E: 30 / 245 , Gen_loss: -0.35820985 MI_loss: 21.591187 Detection error: 0.009894132614135742 time: 9:57:11.989382
- B/E: 31 / 245 , Gen_loss: -0.35844198 MI_loss: 21.672386 Detection error: 0.009857416152954102 time: 9:57:12.947791
- B/E: 32 / 245 , Gen_loss: -0.3607733 MI_loss: 21.866354 Detection error: 0.009866476058959961 time: 9:57:13.845926
- B/E: 33 / 245 , Gen_loss: -0.36382172 MI_loss: 21.983143 Detection error: 0.009854793548583984 time: 9:57:14.652550
- B/E: 34 / 245 , Gen_loss: -0.35406336 MI_loss: 21.4589 Detection error: 0.00983661413192749 time: 9:57:15.445718
- B/E: 35 / 245 , Gen_loss: -0.37084976 MI_loss: 22.497887 Detection error: 0.009837687015533447 time: 9:57:16.304208
- B/E: 36 / 245 , Gen_loss: -0.36077875 MI_loss: 21.844814 Detection error: 0.009841203689575195 time: 9:57:17.200052
- B/E: 37 / 245 , Gen_loss: -0.35618746 MI_loss: 21.387299 Detection error: 0.009825646877288818 time: 9:57:18.083033
- B/E: 38 / 245 , Gen_loss: -0.35714576 MI_loss: 21.71608 Detection error: 0.009842932224273682 time: 9:57:18.977056
- B/E: 39 / 245 , Gen_loss: -0.35637912 MI_loss: 21.602165 Detection error: 0.00982654094696045 time: 9:57:19.859700
- B/E: 40 / 245 , Gen_loss: -0.36467242 MI_loss: 22.069305 Detection error: 0.009829282760620117 time: 9:57:20.703567
- B/E: 41 / 245 , Gen_loss: -0.35688177 MI_loss: 21.597559 Detection error: 0.00982588529586792 time: 9:57:21.490990
- B/E: 42 / 245 , Gen_loss: -0.35687095 MI_loss: 21.69793 Detection error: 0.009816110134124756 time: 9:57:22.383358
- B/E: 43 / 245 , Gen_loss: -0.3638658 MI_loss: 21.980354 Detection error: 0.009815335273742676 time: 9:57:23.270538
- B/E: 44 / 245 , Gen_loss: -0.36679918 MI_loss: 22.20651 Detection error: 0.0098305344581604 time: 9:57:24.153031
- B/E: 45 / 245 , Gen_loss: -0.35482308 MI_loss: 21.539658 Detection error: 0.009850561618804932 time: 9:57:25.035293
- B/E: 46 / 245 , Gen_loss: -0.3696107 MI_loss: 22.368965 Detection error: 0.009852409362792969 time: 9:57:25.915408
- B/E: 47 / 245 , Gen_loss: -0.35751265 MI_loss: 21.540237 Detection error: 0.009853541851043701 time: 9:57:26.804322
- B/E: 48 / 245 , Gen_loss: -0.35583085 MI_loss: 21.483837 Detection error: 0.009867370128631592 time: 9:57:27.783425
- B/E: 49 / 245 , Gen_loss: -0.36043924 MI_loss: 21.729542 Detection error: 0.009864985942840576 time: 9:57:28.675399
- B/E: 50 / 245 , Gen_loss: -0.3532623 MI_loss: 21.392035 Detection error: 0.009875595569610596 time: 9:57:29.557368
- B/E: 51 / 245 , Gen_loss: -0.36303365 MI_loss: 21.926563 Detection error: 0.009873807430267334 time: 9:57:30.437583
- B/E: 52 / 245 , Gen_loss: -0.36269513 MI_loss: 22.000132 Detection error: 0.00986790657043457 time: 9:57:31.329336
- B/E: 53 / 245 , Gen_loss: -0.36573473 MI_loss: 22.372917 Detection error: 0.009879648685455322 time: 9:57:32.215470
- B/E: 54 / 245 , Gen_loss: -0.36479732 MI_loss: 22.225655 Detection error: 0.009876728057861328 time: 9:57:33.098095
- B/E: 55 / 245 , Gen_loss: -0.35783255 MI_loss: 21.846176 Detection error: 0.009876668453216553 time: 9:57:33.977403
- B/E: 56 / 245 , Gen_loss: -0.3526649 MI_loss: 21.363419 Detection error: 0.009857475757598877 time: 9:57:34.880543
- B/E: 57 / 245 , Gen_loss: -0.3667841 MI_loss: 22.256733 Detection error: 0.009852886199951172 time: 9:57:35.763476
- B/E: 58 / 245 , Gen_loss: -0.35481483 MI_loss: 21.39711 Detection error: 0.009844303131103516 time: 9:57:36.642681
- B/E: 59 / 245 , Gen_loss: -0.3659002 MI_loss: 22.017527 Detection error: 0.00985783338546753 time: 9:57:37.533908
- B/E: 60 / 245 , Gen_loss: -0.3580212 MI_loss: 21.54092 Detection error: 0.009849905967712402 time: 9:57:38.402599
- B/E: 61 / 245 , Gen_loss: -0.35192496 MI_loss: 21.425825 Detection error: 0.009851813316345215 time: 9:57:39.183435
- B/E: 62 / 245 , Gen_loss: -0.3674097 MI_loss: 22.326246 Detection error: 0.009863078594207764 time: 9:57:40.064428
- B/E: 63 / 245 , Gen_loss: -0.3599274 MI_loss: 21.756374 Detection error: 0.009857892990112305 time: 9:57:41.041726
- B/E: 64 / 245 , Gen_loss: -0.36338875 MI_loss: 22.026318 Detection error: 0.00985574722290039 time: 9:57:41.925736
- B/E: 65 / 245 , Gen_loss: -0.35399997 MI_loss: 21.4119 Detection error: 0.009855568408966064 time: 9:57:42.807419
- B/E: 66 / 245 , Gen_loss: -0.36374938 MI_loss: 22.07641 Detection error: 0.009853065013885498 time: 9:57:43.682895
- B/E: 67 / 245 , Gen_loss: -0.36401415 MI_loss: 21.984179 Detection error: 0.009846508502960205 time: 9:57:44.567159
- B/E: 68 / 245 , Gen_loss: -0.35619906 MI_loss: 21.571587 Detection error: 0.009850084781646729 time: 9:57:45.447708
- B/E: 69 / 245 , Gen_loss: -0.37133157 MI_loss: 22.5944 Detection error: 0.009858012199401855 time: 9:57:46.329597
- B/E: 70 / 245 , Gen_loss: -0.36318615 MI_loss: 21.911915 Detection error: 0.009851694107055664 time: 9:57:47.216890
- B/E: 71 / 245 , Gen_loss: -0.3575639 MI_loss: 21.772497 Detection error: 0.009856760501861572 time: 9:57:48.099772
- B/E: 72 / 245 , Gen_loss: -0.36399183 MI_loss: 22.248352 Detection error: 0.009851038455963135 time: 9:57:48.985304
- B/E: 73 / 245 , Gen_loss: -0.35507897 MI_loss: 21.524391 Detection error: 0.009845435619354248 time: 9:57:49.865857
- B/E: 74 / 245 , Gen_loss: -0.36625135 MI_loss: 22.20803 Detection error: 0.009847939014434814 time: 9:57:50.751988
- B/E: 75 / 245 , Gen_loss: -0.3525898 MI_loss: 21.381752 Detection error: 0.009842097759246826 time: 9:57:51.655951
- B/E: 76 / 245 , Gen_loss: -0.3586912 MI_loss: 21.872269 Detection error: 0.009844958782196045 time: 9:57:52.488996
- B/E: 77 / 245 , Gen_loss: -0.35276806 MI_loss: 21.225012 Detection error: 0.00983816385269165 time: 9:57:53.266866
- B/E: 78 / 245 , Gen_loss: -0.3694883 MI_loss: 22.32812 Detection error: 0.009838223457336426 time: 9:57:54.031674
- B/E: 79 / 245 , Gen_loss: -0.35686523 MI_loss: 21.585192 Detection error: 0.00984489917755127 time: 9:57:55.057971
- B/E: 80 / 245 , Gen_loss: -0.35919416 MI_loss: 21.693241 Detection error: 0.009859561920166016 time: 9:57:55.871909
- B/E: 81 / 245 , Gen_loss: -0.3487225 MI_loss: 21.068823 Detection error: 0.009847164154052734 time: 9:57:56.726095
- B/E: 82 / 245 , Gen_loss: -0.36207497 MI_loss: 21.872978 Detection error: 0.009847164154052734 time: 9:57:57.627542
- B/E: 83 / 245 , Gen_loss: -0.3598592 MI_loss: 21.836939 Detection error: 0.009850800037384033 time: 9:57:58.469634
- B/E: 84 / 245 , Gen_loss: -0.35919544 MI_loss: 21.930885 Detection error: 0.009843766689300537 time: 9:57:59.253197
- B/E: 85 / 245 , Gen_loss: -0.36918065 MI_loss: 22.205723 Detection error: 0.009823024272918701 time: 9:58:00.030208
- B/E: 86 / 245 , Gen_loss: -0.3580494 MI_loss: 21.839111 Detection error: 0.009820759296417236 time: 9:58:00.800036
- B/E: 87 / 245 , Gen_loss: -0.3623167 MI_loss: 21.913467 Detection error: 0.009808242321014404 time: 9:58:01.564668
- B/E: 88 / 245 , Gen_loss: -0.35686925 MI_loss: 21.57148 Detection error: 0.009799480438232422 time: 9:58:02.333708
- B/E: 89 / 245 , Gen_loss: -0.3564791 MI_loss: 21.679173 Detection error: 0.009813547134399414 time: 9:58:03.116229
- B/E: 90 / 245 , Gen_loss: -0.36681807 MI_loss: 22.218222 Detection error: 0.00981593132019043 time: 9:58:03.889419
- B/E: 91 / 245 , Gen_loss: -0.35803488 MI_loss: 21.589443 Detection error: 0.009816586971282959 time: 9:58:04.663620
- B/E: 92 / 245 , Gen_loss: -0.35822758 MI_loss: 21.70368 Detection error: 0.00980442762374878 time: 9:58:05.437520
- B/E: 93 / 245 , Gen_loss: -0.36062637 MI_loss: 21.92478 Detection error: 0.00980287790298462 time: 9:58:06.211930
- B/E: 94 / 245 , Gen_loss: -0.3614792 MI_loss: 21.946218 Detection error: 0.00981283187866211 time: 9:58:07.114311
- B/E: 95 / 245 , Gen_loss: -0.34218875 MI_loss: 20.908457 Detection error: 0.009820342063903809 time: 9:58:08.086212
- B/E: 96 / 245 , Gen_loss: -0.35444167 MI_loss: 21.559446 Detection error: 0.009820222854614258 time: 9:58:08.962925
- B/E: 97 / 245 , Gen_loss: -0.3632743 MI_loss: 22.025652 Detection error: 0.009809017181396484 time: 9:58:09.857479
- B/E: 98 / 245 , Gen_loss: -0.3607608 MI_loss: 21.74595 Detection error: 0.009800493717193604 time: 9:58:10.751421
- B/E: 99 / 245 , Gen_loss: -0.36620572 MI_loss: 22.299948 Detection error: 0.009801268577575684 time: 9:58:11.629955
- B/E: 100 / 245 , Gen_loss: -0.36078292 MI_loss: 21.807537 Detection error: 0.009801983833312988 time: 9:58:12.533235
- B/E: 101 / 245 , Gen_loss: -0.35904264 MI_loss: 21.811369 Detection error: 0.009807586669921875 time: 9:58:13.430592
- B/E: 102 / 245 , Gen_loss: -0.34463277 MI_loss: 20.91188 Detection error: 0.009803712368011475 time: 9:58:14.311450
- B/E: 103 / 245 , Gen_loss: -0.36950395 MI_loss: 22.352947 Detection error: 0.009807407855987549 time: 9:58:15.195881
- B/E: 104 / 245 , Gen_loss: -0.36656198 MI_loss: 22.298096 Detection error: 0.009802699089050293 time: 9:58:16.082084
- B/E: 105 / 245 , Gen_loss: -0.35919818 MI_loss: 21.825186 Detection error: 0.009798049926757812 time: 9:58:17.019440
- B/E: 106 / 245 , Gen_loss: -0.36982876 MI_loss: 22.55033 Detection error: 0.009802579879760742 time: 9:58:17.916337
- B/E: 107 / 245 , Gen_loss: -0.35309592 MI_loss: 21.305683 Detection error: 0.009805560111999512 time: 9:58:18.809520
- B/E: 108 / 245 , Gen_loss: -0.37533444 MI_loss: 22.846104 Detection error: 0.009806454181671143 time: 9:58:19.708058
- B/E: 109 / 245 , Gen_loss: -0.36242935 MI_loss: 21.79721 Detection error: 0.009802818298339844 time: 9:58:20.606791
- B/E: 110 / 245 , Gen_loss: -0.35627684 MI_loss: 21.568565 Detection error: 0.009796440601348877 time: 9:58:21.506076
- B/E: 111 / 245 , Gen_loss: -0.3677636 MI_loss: 22.255865 Detection error: 0.009795188903808594 time: 9:58:22.490753
- B/E: 112 / 245 , Gen_loss: -0.36738342 MI_loss: 22.117914 Detection error: 0.009795069694519043 time: 9:58:23.393702
- B/E: 113 / 245 , Gen_loss: -0.3535397 MI_loss: 21.624046 Detection error: 0.009803175926208496 time: 9:58:24.294956
- B/E: 114 / 245 , Gen_loss: -0.3520739 MI_loss: 21.235058 Detection error: 0.009799718856811523 time: 9:58:25.190454
- B/E: 115 / 245 , Gen_loss: -0.3500949 MI_loss: 21.084497 Detection error: 0.009796619415283203 time: 9:58:26.091479
- B/E: 116 / 245 , Gen_loss: -0.360696 MI_loss: 21.822994 Detection error: 0.009795129299163818 time: 9:58:26.988765
- B/E: 117 / 245 , Gen_loss: -0.3622915 MI_loss: 22.157057 Detection error: 0.009798705577850342 time: 9:58:27.890990
- B/E: 118 / 245 , Gen_loss: -0.354475 MI_loss: 21.32578 Detection error: 0.009790956974029541 time: 9:58:28.791002
- B/E: 119 / 245 , Gen_loss: -0.35517487 MI_loss: 21.533072 Detection error: 0.009789347648620605 time: 9:58:29.695049
- B/E: 120 / 245 , Gen_loss: -0.35766828 MI_loss: 21.783712 Detection error: 0.009787976741790771 time: 9:58:30.594477
- B/E: 121 / 245 , Gen_loss: -0.3579032 MI_loss: 21.832233 Detection error: 0.00978994369506836 time: 9:58:31.494803
- B/E: 122 / 245 , Gen_loss: -0.36695987 MI_loss: 22.213154 Detection error: 0.009783804416656494 time: 9:58:32.417272
- B/E: 123 / 245 , Gen_loss: -0.35530347 MI_loss: 21.607182 Detection error: 0.009778499603271484 time: 9:58:33.319583
- B/E: 124 / 245 , Gen_loss: -0.36725226 MI_loss: 22.427746 Detection error: 0.00977402925491333 time: 9:58:34.220725
- B/E: 125 / 245 , Gen_loss: -0.36242288 MI_loss: 21.88645 Detection error: 0.0097770094871521 time: 9:58:35.131377
- B/E: 126 / 245 , Gen_loss: -0.35911563 MI_loss: 21.842321 Detection error: 0.009785652160644531 time: 9:58:36.030942
- B/E: 127 / 245 , Gen_loss: -0.35722044 MI_loss: 21.583796 Detection error: 0.00978463888168335 time: 9:58:37.006392
- B/E: 128 / 245 , Gen_loss: -0.36214107 MI_loss: 22.017075 Detection error: 0.009792625904083252 time: 9:58:37.945997
- B/E: 129 / 245 , Gen_loss: -0.35915893 MI_loss: 21.867756 Detection error: 0.009796142578125 time: 9:58:38.828309
- B/E: 130 / 245 , Gen_loss: -0.36140198 MI_loss: 21.876686 Detection error: 0.0098036527633667 time: 9:58:39.675871
- B/E: 131 / 245 , Gen_loss: -0.35096458 MI_loss: 21.179007 Detection error: 0.009808957576751709 time: 9:58:40.551275
- B/E: 132 / 245 , Gen_loss: -0.3743812 MI_loss: 22.673899 Detection error: 0.00979912281036377 time: 9:58:41.453103
- B/E: 133 / 245 , Gen_loss: -0.36277702 MI_loss: 22.045277 Detection error: 0.009808778762817383 time: 9:58:42.347568
- B/E: 134 / 245 , Gen_loss: -0.35633114 MI_loss: 21.661364 Detection error: 0.00981229543685913 time: 9:58:43.246535
- B/E: 135 / 245 , Gen_loss: -0.36450133 MI_loss: 22.215197 Detection error: 0.009814798831939697 time: 9:58:44.147360
- B/E: 136 / 245 , Gen_loss: -0.34765443 MI_loss: 21.050568 Detection error: 0.009816169738769531 time: 9:58:45.046629
- B/E: 137 / 245 , Gen_loss: -0.3585458 MI_loss: 21.65509 Detection error: 0.00981682538986206 time: 9:58:45.945505
- B/E: 138 / 245 , Gen_loss: -0.35971552 MI_loss: 21.794212 Detection error: 0.009821712970733643 time: 9:58:46.845731
- B/E: 139 / 245 , Gen_loss: -0.35643423 MI_loss: 21.576843 Detection error: 0.009828150272369385 time: 9:58:47.744724
- B/E: 140 / 245 , Gen_loss: -0.3556282 MI_loss: 21.49311 Detection error: 0.009825825691223145 time: 9:58:48.642239
- B/E: 141 / 245 , Gen_loss: -0.3558466 MI_loss: 21.412342 Detection error: 0.009822845458984375 time: 9:58:49.542200
- B/E: 142 / 245 , Gen_loss: -0.35412148 MI_loss: 21.459068 Detection error: 0.009822547435760498 time: 9:58:50.441974
- B/E: 143 / 245 , Gen_loss: -0.36159602 MI_loss: 22.010933 Detection error: 0.009819447994232178 time: 9:58:51.440550
- B/E: 144 / 245 , Gen_loss: -0.36610207 MI_loss: 22.222635 Detection error: 0.00982975959777832 time: 9:58:52.345260
- B/E: 145 / 245 , Gen_loss: -0.34379077 MI_loss: 20.847445 Detection error: 0.009837329387664795 time: 9:58:53.241064
- B/E: 146 / 245 , Gen_loss: -0.35367683 MI_loss: 21.283875 Detection error: 0.009835481643676758 time: 9:58:54.129017
- B/E: 147 / 245 , Gen_loss: -0.3612487 MI_loss: 21.776056 Detection error: 0.00983572006225586 time: 9:58:55.014443
- B/E: 148 / 245 , Gen_loss: -0.3634016 MI_loss: 22.065264 Detection error: 0.00984036922454834 time: 9:58:55.904300
- B/E: 149 / 245 , Gen_loss: -0.36725006 MI_loss: 22.406784 Detection error: 0.009845614433288574 time: 9:58:56.805246
-
- Test Loss: 10.267415 Test Error: 0.010675013065338135
- -----
- EPOCH: 246
- B/E: 0 / 246 , Gen_loss: -0.36675686 MI_loss: 22.367466 Detection error: 0.010718762874603271 time: 9:58:58.769064
- B/E: 1 / 246 , Gen_loss: -0.35008126 MI_loss: 21.25064 Detection error: 0.010078132152557373 time: 9:59:36.065169
- B/E: 2 / 246 , Gen_loss: -0.36674166 MI_loss: 22.078089 Detection error: 0.009739577770233154 time: 9:59:36.999078
- B/E: 3 / 246 , Gen_loss: -0.36934757 MI_loss: 22.222143 Detection error: 0.009664058685302734 time: 9:59:37.907774
- B/E: 4 / 246 , Gen_loss: -0.3688332 MI_loss: 22.456287 Detection error: 0.009681224822998047 time: 9:59:38.832102
- B/E: 5 / 246 , Gen_loss: -0.34606993 MI_loss: 21.115717 Detection error: 0.009833335876464844 time: 9:59:39.850308
- B/E: 6 / 246 , Gen_loss: -0.35775933 MI_loss: 21.797026 Detection error: 0.009839296340942383 time: 9:59:40.751742
- B/E: 7 / 246 , Gen_loss: -0.35054386 MI_loss: 21.291746 Detection error: 0.009878933429718018 time: 9:59:41.643572
- B/E: 8 / 246 , Gen_loss: -0.36926794 MI_loss: 22.323578 Detection error: 0.009729146957397461 time: 9:59:42.541620
- B/E: 9 / 246 , Gen_loss: -0.3641441 MI_loss: 22.185787 Detection error: 0.009759366512298584 time: 9:59:43.438512
- B/E: 10 / 246 , Gen_loss: -0.3536142 MI_loss: 21.34239 Detection error: 0.009784102439880371 time: 9:59:44.337423
- B/E: 11 / 246 , Gen_loss: -0.35952657 MI_loss: 21.686554 Detection error: 0.00982290506362915 time: 9:59:45.236935
- B/E: 12 / 246 , Gen_loss: -0.3539384 MI_loss: 21.479631 Detection error: 0.00988703966140747 time: 9:59:46.135749
- B/E: 13 / 246 , Gen_loss: -0.36356035 MI_loss: 22.032726 Detection error: 0.009848237037658691 time: 9:59:47.034611
- B/E: 14 / 246 , Gen_loss: -0.35380882 MI_loss: 21.480423 Detection error: 0.009835422039031982 time: 9:59:47.936845
- B/E: 15 / 246 , Gen_loss: -0.36437806 MI_loss: 22.093967 Detection error: 0.009851574897766113 time: 9:59:48.833414
- B/E: 16 / 246 , Gen_loss: -0.36105183 MI_loss: 21.730015 Detection error: 0.009825348854064941 time: 9:59:49.729532
- B/E: 17 / 246 , Gen_loss: -0.3568533 MI_loss: 21.532366 Detection error: 0.009833335876464844 time: 9:59:50.629335
- B/E: 18 / 246 , Gen_loss: -0.35517123 MI_loss: 21.481468 Detection error: 0.009769737720489502 time: 9:59:51.526105
- B/E: 19 / 246 , Gen_loss: -0.35407993 MI_loss: 21.53708 Detection error: 0.009790599346160889 time: 9:59:52.421881
- B/E: 20 / 246 , Gen_loss: -0.34955323 MI_loss: 21.087671 Detection error: 0.00979912281036377 time: 9:59:53.417731
- B/E: 21 / 246 , Gen_loss: -0.36012658 MI_loss: 21.80578 Detection error: 0.009833812713623047 time: 9:59:54.313881
- B/E: 22 / 246 , Gen_loss: -0.3626003 MI_loss: 21.761261 Detection error: 0.009820640087127686 time: 9:59:55.209386
- B/E: 23 / 246 , Gen_loss: -0.3711313 MI_loss: 22.393341 Detection error: 0.00980466604232788 time: 9:59:56.119281
- B/E: 24 / 246 , Gen_loss: -0.35915267 MI_loss: 21.70298 Detection error: 0.009801268577575684 time: 9:59:57.016386
- B/E: 25 / 246 , Gen_loss: -0.35708436 MI_loss: 21.653233 Detection error: 0.009834110736846924 time: 9:59:57.915734
- B/E: 26 / 246 , Gen_loss: -0.36310726 MI_loss: 22.002672 Detection error: 0.009856462478637695 time: 9:59:58.829841
- B/E: 27 / 246 , Gen_loss: -0.35167047 MI_loss: 21.40649 Detection error: 0.009895086288452148 time: 9:59:59.728054
- B/E: 28 / 246 , Gen_loss: -0.3534191 MI_loss: 21.515285 Detection error: 0.009893298149108887 time: 10:00:00.621422
- B/E: 29 / 246 , Gen_loss: -0.35798293 MI_loss: 21.7285 Detection error: 0.009897887706756592 time: 10:00:01.521778
- B/E: 30 / 246 , Gen_loss: -0.35543597 MI_loss: 21.588787 Detection error: 0.009869933128356934 time: 10:00:02.427973
- B/E: 31 / 246 , Gen_loss: -0.3661854 MI_loss: 22.318575 Detection error: 0.009868144989013672 time: 10:00:03.326065
- B/E: 32 / 246 , Gen_loss: -0.36498177 MI_loss: 22.2349 Detection error: 0.009855091571807861 time: 10:00:04.222884
- B/E: 33 / 246 , Gen_loss: -0.35990342 MI_loss: 21.725002 Detection error: 0.009828150272369385 time: 10:00:05.125319
- B/E: 34 / 246 , Gen_loss: -0.34969983 MI_loss: 21.258667 Detection error: 0.009833931922912598 time: 10:00:06.044123
- B/E: 35 / 246 , Gen_loss: -0.36495808 MI_loss: 22.126577 Detection error: 0.009821176528930664 time: 10:00:06.919639
- B/E: 36 / 246 , Gen_loss: -0.36017564 MI_loss: 21.900871 Detection error: 0.009829401969909668 time: 10:00:07.836854
- B/E: 37 / 246 , Gen_loss: -0.3672458 MI_loss: 22.135288 Detection error: 0.00981825590133667 time: 10:00:08.744470
- B/E: 38 / 246 , Gen_loss: -0.36432543 MI_loss: 22.06333 Detection error: 0.009830951690673828 time: 10:00:09.633820
- B/E: 39 / 246 , Gen_loss: -0.3564539 MI_loss: 21.39172 Detection error: 0.009820342063903809 time: 10:00:10.529027
- B/E: 40 / 246 , Gen_loss: -0.36567584 MI_loss: 22.095602 Detection error: 0.009809434413909912 time: 10:00:11.411826
- B/E: 41 / 246 , Gen_loss: -0.35656017 MI_loss: 21.636904 Detection error: 0.009813249111175537 time: 10:00:12.301232
- B/E: 42 / 246 , Gen_loss: -0.34871835 MI_loss: 21.122383 Detection error: 0.009797215461730957 time: 10:00:13.186465
- B/E: 43 / 246 , Gen_loss: -0.35507903 MI_loss: 21.47512 Detection error: 0.009809672832489014 time: 10:00:14.076289
- B/E: 44 / 246 , Gen_loss: -0.35984558 MI_loss: 21.77575 Detection error: 0.009813189506530762 time: 10:00:14.960203
- B/E: 45 / 246 , Gen_loss: -0.35253057 MI_loss: 21.391098 Detection error: 0.009828150272369385 time: 10:00:15.838741
- B/E: 46 / 246 , Gen_loss: -0.35254082 MI_loss: 21.24839 Detection error: 0.009833097457885742 time: 10:00:16.720527
- B/E: 47 / 246 , Gen_loss: -0.35917807 MI_loss: 21.768044 Detection error: 0.009831368923187256 time: 10:00:17.606758
- B/E: 48 / 246 , Gen_loss: -0.3661006 MI_loss: 22.171715 Detection error: 0.009841203689575195 time: 10:00:18.495268
- B/E: 49 / 246 , Gen_loss: -0.35896274 MI_loss: 21.89101 Detection error: 0.009854376316070557 time: 10:00:19.382685
- B/E: 50 / 246 , Gen_loss: -0.36216164 MI_loss: 21.884256 Detection error: 0.009858429431915283 time: 10:00:20.264900
- B/E: 51 / 246 , Gen_loss: -0.3744246 MI_loss: 22.70659 Detection error: 0.009859979152679443 time: 10:00:21.154307
- B/E: 52 / 246 , Gen_loss: -0.36897433 MI_loss: 22.27377 Detection error: 0.009859681129455566 time: 10:00:22.129233
- B/E: 53 / 246 , Gen_loss: -0.3676079 MI_loss: 22.290634 Detection error: 0.009869217872619629 time: 10:00:23.015705
- B/E: 54 / 246 , Gen_loss: -0.3661701 MI_loss: 22.258705 Detection error: 0.009873270988464355 time: 10:00:23.898700
- B/E: 55 / 246 , Gen_loss: -0.36160725 MI_loss: 21.936523 Detection error: 0.00985938310623169 time: 10:00:24.781178
- B/E: 56 / 246 , Gen_loss: -0.35422164 MI_loss: 21.315716 Detection error: 0.009842634201049805 time: 10:00:25.658588
- B/E: 57 / 246 , Gen_loss: -0.35995466 MI_loss: 21.950373 Detection error: 0.009836733341217041 time: 10:00:26.536371
- B/E: 58 / 246 , Gen_loss: -0.3670471 MI_loss: 22.35662 Detection error: 0.009828388690948486 time: 10:00:27.423435
- B/E: 59 / 246 , Gen_loss: -0.35994828 MI_loss: 21.759596 Detection error: 0.009844779968261719 time: 10:00:28.270782
- B/E: 60 / 246 , Gen_loss: -0.36384407 MI_loss: 22.019571 Detection error: 0.00984424352645874 time: 10:00:29.063015
- B/E: 61 / 246 , Gen_loss: -0.35781884 MI_loss: 21.732668 Detection error: 0.009847283363342285 time: 10:00:29.932486
- B/E: 62 / 246 , Gen_loss: -0.37137258 MI_loss: 22.48309 Detection error: 0.00985020399093628 time: 10:00:30.823691
- B/E: 63 / 246 , Gen_loss: -0.36062106 MI_loss: 21.862356 Detection error: 0.00985109806060791 time: 10:00:31.708624
- B/E: 64 / 246 , Gen_loss: -0.35092452 MI_loss: 21.375513 Detection error: 0.009844720363616943 time: 10:00:32.598287
- B/E: 65 / 246 , Gen_loss: -0.36250934 MI_loss: 21.97725 Detection error: 0.009851813316345215 time: 10:00:33.520864
- B/E: 66 / 246 , Gen_loss: -0.3533242 MI_loss: 21.479485 Detection error: 0.00984424352645874 time: 10:00:34.402059
- B/E: 67 / 246 , Gen_loss: -0.3715185 MI_loss: 22.464205 Detection error: 0.009833157062530518 time: 10:00:35.287841
- B/E: 68 / 246 , Gen_loss: -0.365684 MI_loss: 22.188932 Detection error: 0.009845137596130371 time: 10:00:36.237850
- B/E: 69 / 246 , Gen_loss: -0.34843022 MI_loss: 21.086672 Detection error: 0.009853124618530273 time: 10:00:37.036497
- B/E: 70 / 246 , Gen_loss: -0.36144957 MI_loss: 21.88823 Detection error: 0.009844183921813965 time: 10:00:37.822205
- B/E: 71 / 246 , Gen_loss: -0.35511637 MI_loss: 21.498299 Detection error: 0.009851992130279541 time: 10:00:38.640461
- B/E: 72 / 246 , Gen_loss: -0.36050317 MI_loss: 21.947395 Detection error: 0.009848475456237793 time: 10:00:39.451801
- B/E: 73 / 246 , Gen_loss: -0.35276896 MI_loss: 21.285458 Detection error: 0.009837865829467773 time: 10:00:40.332643
- B/E: 74 / 246 , Gen_loss: -0.3577531 MI_loss: 21.635897 Detection error: 0.009843766689300537 time: 10:00:41.221248
- B/E: 75 / 246 , Gen_loss: -0.35075068 MI_loss: 21.253908 Detection error: 0.009837150573730469 time: 10:00:42.022779
- B/E: 76 / 246 , Gen_loss: -0.36695135 MI_loss: 22.214348 Detection error: 0.009844958782196045 time: 10:00:42.827170
- B/E: 77 / 246 , Gen_loss: -0.36503205 MI_loss: 22.026834 Detection error: 0.009833753108978271 time: 10:00:43.684173
- B/E: 78 / 246 , Gen_loss: -0.35304934 MI_loss: 21.196697 Detection error: 0.009832262992858887 time: 10:00:44.566614
- B/E: 79 / 246 , Gen_loss: -0.3578878 MI_loss: 21.608164 Detection error: 0.009842216968536377 time: 10:00:45.453589
- B/E: 80 / 246 , Gen_loss: -0.356414 MI_loss: 21.632338 Detection error: 0.009854555130004883 time: 10:00:46.340784
- B/E: 81 / 246 , Gen_loss: -0.36497828 MI_loss: 22.008272 Detection error: 0.009841442108154297 time: 10:00:47.224596
- B/E: 82 / 246 , Gen_loss: -0.3698118 MI_loss: 22.384548 Detection error: 0.009841501712799072 time: 10:00:48.110556
- B/E: 83 / 246 , Gen_loss: -0.37009192 MI_loss: 22.44832 Detection error: 0.009840428829193115 time: 10:00:48.992699
- B/E: 84 / 246 , Gen_loss: -0.35742313 MI_loss: 21.727947 Detection error: 0.009837508201599121 time: 10:00:49.971077
- B/E: 85 / 246 , Gen_loss: -0.36008236 MI_loss: 21.733412 Detection error: 0.009814321994781494 time: 10:00:50.860765
- B/E: 86 / 246 , Gen_loss: -0.3584372 MI_loss: 21.749098 Detection error: 0.009821474552154541 time: 10:00:51.744617
- B/E: 87 / 246 , Gen_loss: -0.3631704 MI_loss: 21.844244 Detection error: 0.009801149368286133 time: 10:00:52.628725
- B/E: 88 / 246 , Gen_loss: -0.35772774 MI_loss: 21.71456 Detection error: 0.009794235229492188 time: 10:00:53.511414
- B/E: 89 / 246 , Gen_loss: -0.35727873 MI_loss: 21.736277 Detection error: 0.009806275367736816 time: 10:00:54.404040
- B/E: 90 / 246 , Gen_loss: -0.36050957 MI_loss: 21.754698 Detection error: 0.0098038911819458 time: 10:00:55.286485
- B/E: 91 / 246 , Gen_loss: -0.3543262 MI_loss: 21.559343 Detection error: 0.009810149669647217 time: 10:00:56.178408
- B/E: 92 / 246 , Gen_loss: -0.35426286 MI_loss: 21.34318 Detection error: 0.009797394275665283 time: 10:00:57.091826
- B/E: 93 / 246 , Gen_loss: -0.3577443 MI_loss: 21.718552 Detection error: 0.009799540042877197 time: 10:00:57.975504
- B/E: 94 / 246 , Gen_loss: -0.3613299 MI_loss: 21.992395 Detection error: 0.009808897972106934 time: 10:00:58.861155
- B/E: 95 / 246 , Gen_loss: -0.3665032 MI_loss: 22.248596 Detection error: 0.00981283187866211 time: 10:00:59.770659
- B/E: 96 / 246 , Gen_loss: -0.36379394 MI_loss: 22.110723 Detection error: 0.009809613227844238 time: 10:01:00.656689
- B/E: 97 / 246 , Gen_loss: -0.36595362 MI_loss: 22.296795 Detection error: 0.00980067253112793 time: 10:01:01.534923
- B/E: 98 / 246 , Gen_loss: -0.3523275 MI_loss: 21.24635 Detection error: 0.009793221950531006 time: 10:01:02.442056
- B/E: 99 / 246 , Gen_loss: -0.36460245 MI_loss: 22.06967 Detection error: 0.009791553020477295 time: 10:01:03.319884
- B/E: 100 / 246 , Gen_loss: -0.35594922 MI_loss: 21.66808 Detection error: 0.009794533252716064 time: 10:01:04.267950
- B/E: 101 / 246 , Gen_loss: -0.34649393 MI_loss: 21.075994 Detection error: 0.009802699089050293 time: 10:01:05.076913
- B/E: 102 / 246 , Gen_loss: -0.35221818 MI_loss: 21.23781 Detection error: 0.00980067253112793 time: 10:01:05.895014
- B/E: 103 / 246 , Gen_loss: -0.36517864 MI_loss: 22.097649 Detection error: 0.00979536771774292 time: 10:01:06.704709
- B/E: 104 / 246 , Gen_loss: -0.35918805 MI_loss: 21.815235 Detection error: 0.009799718856811523 time: 10:01:07.528767
- B/E: 105 / 246 , Gen_loss: -0.3525807 MI_loss: 21.344995 Detection error: 0.009795725345611572 time: 10:01:08.351879
- B/E: 106 / 246 , Gen_loss: -0.35566607 MI_loss: 21.529 Detection error: 0.009799063205718994 time: 10:01:09.247847
- B/E: 107 / 246 , Gen_loss: -0.36536345 MI_loss: 22.1281 Detection error: 0.009801805019378662 time: 10:01:10.135683
- B/E: 108 / 246 , Gen_loss: -0.35245278 MI_loss: 21.327332 Detection error: 0.009804189205169678 time: 10:01:11.096192
- B/E: 109 / 246 , Gen_loss: -0.35151803 MI_loss: 21.280838 Detection error: 0.009804844856262207 time: 10:01:11.982512
- B/E: 110 / 246 , Gen_loss: -0.36546394 MI_loss: 22.003008 Detection error: 0.009796738624572754 time: 10:01:12.863372
- B/E: 111 / 246 , Gen_loss: -0.36290938 MI_loss: 21.916918 Detection error: 0.009792149066925049 time: 10:01:13.697855
- B/E: 112 / 246 , Gen_loss: -0.36695892 MI_loss: 22.012201 Detection error: 0.009793698787689209 time: 10:01:14.493983
- B/E: 113 / 246 , Gen_loss: -0.3536171 MI_loss: 21.627886 Detection error: 0.009804010391235352 time: 10:01:15.272943
- B/E: 114 / 246 , Gen_loss: -0.3612252 MI_loss: 22.0648 Detection error: 0.009801626205444336 time: 10:01:16.046587
- B/E: 115 / 246 , Gen_loss: -0.3588792 MI_loss: 21.613445 Detection error: 0.009796619415283203 time: 10:01:16.937110
- B/E: 116 / 246 , Gen_loss: -0.35484892 MI_loss: 21.588009 Detection error: 0.009796500205993652 time: 10:01:17.902574
- B/E: 117 / 246 , Gen_loss: -0.3512751 MI_loss: 21.372173 Detection error: 0.009797930717468262 time: 10:01:18.790600
- B/E: 118 / 246 , Gen_loss: -0.36428905 MI_loss: 21.971342 Detection error: 0.009791731834411621 time: 10:01:19.697320
- B/E: 119 / 246 , Gen_loss: -0.35569438 MI_loss: 21.536901 Detection error: 0.009786486625671387 time: 10:01:20.578867
- B/E: 120 / 246 , Gen_loss: -0.36435997 MI_loss: 22.173828 Detection error: 0.009784340858459473 time: 10:01:21.464298
- B/E: 121 / 246 , Gen_loss: -0.35321534 MI_loss: 21.518839 Detection error: 0.009788155555725098 time: 10:01:22.350973
- B/E: 122 / 246 , Gen_loss: -0.368611 MI_loss: 22.276392 Detection error: 0.009783804416656494 time: 10:01:23.240388
- B/E: 123 / 246 , Gen_loss: -0.35176545 MI_loss: 21.309233 Detection error: 0.009777486324310303 time: 10:01:24.122172
- B/E: 124 / 246 , Gen_loss: -0.35767975 MI_loss: 21.674639 Detection error: 0.009775757789611816 time: 10:01:25.008224
- B/E: 125 / 246 , Gen_loss: -0.3671797 MI_loss: 22.247478 Detection error: 0.0097770094871521 time: 10:01:25.892523
- B/E: 126 / 246 , Gen_loss: -0.35350254 MI_loss: 21.418604 Detection error: 0.0097883939743042 time: 10:01:26.775222
- B/E: 127 / 246 , Gen_loss: -0.35801765 MI_loss: 21.835623 Detection error: 0.009788334369659424 time: 10:01:27.655409
- B/E: 128 / 246 , Gen_loss: -0.36078107 MI_loss: 21.786627 Detection error: 0.009793341159820557 time: 10:01:28.544062
- B/E: 129 / 246 , Gen_loss: -0.35784996 MI_loss: 21.811167 Detection error: 0.009798288345336914 time: 10:01:29.431612
- B/E: 130 / 246 , Gen_loss: -0.36110175 MI_loss: 21.841713 Detection error: 0.009804368019104004 time: 10:01:30.317056
- B/E: 131 / 246 , Gen_loss: -0.35379305 MI_loss: 21.32187 Detection error: 0.00980609655380249 time: 10:01:31.203010
- B/E: 132 / 246 , Gen_loss: -0.362435 MI_loss: 21.905283 Detection error: 0.009800970554351807 time: 10:01:32.189467
- B/E: 133 / 246 , Gen_loss: -0.36138284 MI_loss: 21.994234 Detection error: 0.009807348251342773 time: 10:01:33.044226
- B/E: 134 / 246 , Gen_loss: -0.355025 MI_loss: 21.678226 Detection error: 0.009813904762268066 time: 10:01:33.851866
- B/E: 135 / 246 , Gen_loss: -0.36287558 MI_loss: 21.851936 Detection error: 0.00981229543685913 time: 10:01:34.648320
- B/E: 136 / 246 , Gen_loss: -0.3452533 MI_loss: 21.07693 Detection error: 0.009817063808441162 time: 10:01:35.424739
- B/E: 137 / 246 , Gen_loss: -0.3545551 MI_loss: 21.473364 Detection error: 0.009821116924285889 time: 10:01:36.201521
- B/E: 138 / 246 , Gen_loss: -0.35992908 MI_loss: 21.906462 Detection error: 0.009824216365814209 time: 10:01:36.980204
- B/E: 139 / 246 , Gen_loss: -0.36769345 MI_loss: 22.389498 Detection error: 0.009828805923461914 time: 10:01:37.914468
- B/E: 140 / 246 , Gen_loss: -0.36682868 MI_loss: 22.140007 Detection error: 0.009825587272644043 time: 10:01:38.802890
- B/E: 141 / 246 , Gen_loss: -0.35509774 MI_loss: 21.56494 Detection error: 0.009822607040405273 time: 10:01:39.691671
- B/E: 142 / 246 , Gen_loss: -0.36527666 MI_loss: 22.095905 Detection error: 0.009822964668273926 time: 10:01:40.587972
- B/E: 143 / 246 , Gen_loss: -0.35888767 MI_loss: 21.715841 Detection error: 0.00981903076171875 time: 10:01:41.470651
- B/E: 144 / 246 , Gen_loss: -0.3552551 MI_loss: 21.51415 Detection error: 0.009828031063079834 time: 10:01:42.358554
- B/E: 145 / 246 , Gen_loss: -0.36261263 MI_loss: 21.966682 Detection error: 0.009835600852966309 time: 10:01:43.245794
- B/E: 146 / 246 , Gen_loss: -0.36065674 MI_loss: 21.71071 Detection error: 0.009835898876190186 time: 10:01:44.136044
- B/E: 147 / 246 , Gen_loss: -0.36344686 MI_loss: 21.985283 Detection error: 0.00983738899230957 time: 10:01:45.019014
- B/E: 148 / 246 , Gen_loss: -0.3634483 MI_loss: 21.807663 Detection error: 0.009836852550506592 time: 10:01:45.990780
- B/E: 149 / 246 , Gen_loss: -0.3526542 MI_loss: 21.444622 Detection error: 0.009845852851867676 time: 10:01:46.872526
-
- Test Loss: 10.260692 Test Error: 0.01066666841506958
- -----
- EPOCH: 247
- B/E: 0 / 247 , Gen_loss: -0.3579966 MI_loss: 21.582624 Detection error: 0.010437488555908203 time: 10:01:48.816076
- B/E: 1 / 247 , Gen_loss: -0.3558144 MI_loss: 21.753607 Detection error: 0.010281264781951904 time: 10:02:24.608448
- B/E: 2 / 247 , Gen_loss: -0.35863954 MI_loss: 21.575933 Detection error: 0.009583353996276855 time: 10:02:25.532407
- B/E: 3 / 247 , Gen_loss: -0.3538282 MI_loss: 21.343746 Detection error: 0.00963282585144043 time: 10:02:26.430212
- B/E: 4 / 247 , Gen_loss: -0.3632302 MI_loss: 22.158358 Detection error: 0.009712517261505127 time: 10:02:27.325214
- B/E: 5 / 247 , Gen_loss: -0.35338157 MI_loss: 21.41883 Detection error: 0.009781241416931152 time: 10:02:28.209758
- B/E: 6 / 247 , Gen_loss: -0.35877872 MI_loss: 21.94252 Detection error: 0.009821414947509766 time: 10:02:29.131023
- B/E: 7 / 247 , Gen_loss: -0.3616385 MI_loss: 22.05495 Detection error: 0.009882807731628418 time: 10:02:30.022959
- B/E: 8 / 247 , Gen_loss: -0.3647562 MI_loss: 22.080622 Detection error: 0.009829878807067871 time: 10:02:30.910840
- B/E: 9 / 247 , Gen_loss: -0.36432362 MI_loss: 22.00634 Detection error: 0.009737491607666016 time: 10:02:31.799125
- B/E: 10 / 247 , Gen_loss: -0.36526424 MI_loss: 22.068632 Detection error: 0.009732961654663086 time: 10:02:32.807952
- B/E: 11 / 247 , Gen_loss: -0.37128952 MI_loss: 22.548967 Detection error: 0.009776055812835693 time: 10:02:33.695000
- B/E: 12 / 247 , Gen_loss: -0.3576558 MI_loss: 21.707434 Detection error: 0.00988459587097168 time: 10:02:34.581331
- B/E: 13 / 247 , Gen_loss: -0.3614567 MI_loss: 21.87611 Detection error: 0.009861588478088379 time: 10:02:35.480499
- B/E: 14 / 247 , Gen_loss: -0.36853155 MI_loss: 22.366543 Detection error: 0.009835422039031982 time: 10:02:36.366689
- B/E: 15 / 247 , Gen_loss: -0.35896492 MI_loss: 21.814188 Detection error: 0.009843766689300537 time: 10:02:37.250209
- B/E: 16 / 247 , Gen_loss: -0.36079755 MI_loss: 21.712595 Detection error: 0.009843766689300537 time: 10:02:38.159573
- B/E: 17 / 247 , Gen_loss: -0.35336393 MI_loss: 21.382858 Detection error: 0.009821176528930664 time: 10:02:39.046619
- B/E: 18 / 247 , Gen_loss: -0.3671258 MI_loss: 22.336203 Detection error: 0.00979602336883545 time: 10:02:39.934071
- B/E: 19 / 247 , Gen_loss: -0.35009906 MI_loss: 21.287655 Detection error: 0.009782791137695312 time: 10:02:40.815551
- B/E: 20 / 247 , Gen_loss: -0.36947095 MI_loss: 22.370045 Detection error: 0.00981992483139038 time: 10:02:41.704289
- B/E: 21 / 247 , Gen_loss: -0.35947824 MI_loss: 21.80136 Detection error: 0.009805381298065186 time: 10:02:42.588201
- B/E: 22 / 247 , Gen_loss: -0.35063425 MI_loss: 21.21637 Detection error: 0.009811162948608398 time: 10:02:43.470662
- B/E: 23 / 247 , Gen_loss: -0.36389166 MI_loss: 21.93655 Detection error: 0.009781241416931152 time: 10:02:44.358449
- B/E: 24 / 247 , Gen_loss: -0.36703366 MI_loss: 22.217306 Detection error: 0.009792506694793701 time: 10:02:45.247174
- B/E: 25 / 247 , Gen_loss: -0.35731134 MI_loss: 21.667622 Detection error: 0.009828150272369385 time: 10:02:46.247928
- B/E: 26 / 247 , Gen_loss: -0.36115348 MI_loss: 22.004654 Detection error: 0.009862244129180908 time: 10:02:47.136657
- B/E: 27 / 247 , Gen_loss: -0.36249125 MI_loss: 21.991047 Detection error: 0.009885072708129883 time: 10:02:48.026882
- B/E: 28 / 247 , Gen_loss: -0.36426178 MI_loss: 22.148142 Detection error: 0.009883642196655273 time: 10:02:48.915486
- B/E: 29 / 247 , Gen_loss: -0.361814 MI_loss: 21.984789 Detection error: 0.00989997386932373 time: 10:02:49.803487
- B/E: 30 / 247 , Gen_loss: -0.3502047 MI_loss: 21.30213 Detection error: 0.009869933128356934 time: 10:02:50.690454
- B/E: 31 / 247 , Gen_loss: -0.36294907 MI_loss: 21.93674 Detection error: 0.00984567403793335 time: 10:02:51.579395
- B/E: 32 / 247 , Gen_loss: -0.3485973 MI_loss: 21.07624 Detection error: 0.00984656810760498 time: 10:02:52.472327
- B/E: 33 / 247 , Gen_loss: -0.35947534 MI_loss: 21.647995 Detection error: 0.009819865226745605 time: 10:02:53.366233
- B/E: 34 / 247 , Gen_loss: -0.35084373 MI_loss: 21.325079 Detection error: 0.009827673435211182 time: 10:02:54.248764
- B/E: 35 / 247 , Gen_loss: -0.3577709 MI_loss: 21.754723 Detection error: 0.009808182716369629 time: 10:02:55.136754
- B/E: 36 / 247 , Gen_loss: -0.3585876 MI_loss: 21.839775 Detection error: 0.009818434715270996 time: 10:02:56.038749
- B/E: 37 / 247 , Gen_loss: -0.3668343 MI_loss: 22.190205 Detection error: 0.009800136089324951 time: 10:02:56.922552
- B/E: 38 / 247 , Gen_loss: -0.36464572 MI_loss: 22.100216 Detection error: 0.009826898574829102 time: 10:02:57.804355
- B/E: 39 / 247 , Gen_loss: -0.36841702 MI_loss: 22.156376 Detection error: 0.009812474250793457 time: 10:02:58.697344
- B/E: 40 / 247 , Gen_loss: -0.3588767 MI_loss: 21.682583 Detection error: 0.009808659553527832 time: 10:02:59.506349
- B/E: 41 / 247 , Gen_loss: -0.37262625 MI_loss: 22.502075 Detection error: 0.009810984134674072 time: 10:03:00.480277
- B/E: 42 / 247 , Gen_loss: -0.35151345 MI_loss: 21.25143 Detection error: 0.009800851345062256 time: 10:03:01.363603
- B/E: 43 / 247 , Gen_loss: -0.3579172 MI_loss: 21.528812 Detection error: 0.009799718856811523 time: 10:03:02.252265
- B/E: 44 / 247 , Gen_loss: -0.3698979 MI_loss: 22.321299 Detection error: 0.009813189506530762 time: 10:03:03.140231
- B/E: 45 / 247 , Gen_loss: -0.3558096 MI_loss: 21.575733 Detection error: 0.009815871715545654 time: 10:03:04.035242
- B/E: 46 / 247 , Gen_loss: -0.35668114 MI_loss: 21.590635 Detection error: 0.009836435317993164 time: 10:03:04.905202
- B/E: 47 / 247 , Gen_loss: -0.35977584 MI_loss: 21.679129 Detection error: 0.009835302829742432 time: 10:03:05.724329
- B/E: 48 / 247 , Gen_loss: -0.36451825 MI_loss: 22.048435 Detection error: 0.009836733341217041 time: 10:03:06.519587
- B/E: 49 / 247 , Gen_loss: -0.35627088 MI_loss: 21.75774 Detection error: 0.009853124618530273 time: 10:03:07.340334
- B/E: 50 / 247 , Gen_loss: -0.35422805 MI_loss: 21.507706 Detection error: 0.009855389595031738 time: 10:03:08.142395
- B/E: 51 / 247 , Gen_loss: -0.3715251 MI_loss: 22.549 Detection error: 0.009854555130004883 time: 10:03:08.958833
- B/E: 52 / 247 , Gen_loss: -0.35809588 MI_loss: 21.673414 Detection error: 0.009853780269622803 time: 10:03:09.780150
- B/E: 53 / 247 , Gen_loss: -0.3625767 MI_loss: 21.715992 Detection error: 0.009861111640930176 time: 10:03:10.567761
- B/E: 54 / 247 , Gen_loss: -0.35748243 MI_loss: 21.772854 Detection error: 0.009869873523712158 time: 10:03:11.339111
- B/E: 55 / 247 , Gen_loss: -0.3566749 MI_loss: 21.59414 Detection error: 0.00984656810760498 time: 10:03:12.221693
- B/E: 56 / 247 , Gen_loss: -0.3580271 MI_loss: 21.62075 Detection error: 0.009832262992858887 time: 10:03:13.072607
- B/E: 57 / 247 , Gen_loss: -0.3644191 MI_loss: 22.102634 Detection error: 0.009836733341217041 time: 10:03:13.928927
- B/E: 58 / 247 , Gen_loss: -0.35512894 MI_loss: 21.568802 Detection error: 0.009827852249145508 time: 10:03:14.701192
- B/E: 59 / 247 , Gen_loss: -0.3615739 MI_loss: 22.083824 Detection error: 0.009840607643127441 time: 10:03:15.571749
- B/E: 60 / 247 , Gen_loss: -0.36093435 MI_loss: 21.741272 Detection error: 0.009828388690948486 time: 10:03:16.458689
- B/E: 61 / 247 , Gen_loss: -0.35030425 MI_loss: 21.26704 Detection error: 0.009833157062530518 time: 10:03:17.345511
- B/E: 62 / 247 , Gen_loss: -0.3635452 MI_loss: 21.97108 Detection error: 0.009838759899139404 time: 10:03:18.253804
- B/E: 63 / 247 , Gen_loss: -0.36369842 MI_loss: 21.984884 Detection error: 0.009838402271270752 time: 10:03:19.147037
- B/E: 64 / 247 , Gen_loss: -0.36145976 MI_loss: 22.109476 Detection error: 0.009835124015808105 time: 10:03:20.031851
- B/E: 65 / 247 , Gen_loss: -0.3630136 MI_loss: 21.855354 Detection error: 0.009835243225097656 time: 10:03:20.921250
- B/E: 66 / 247 , Gen_loss: -0.3584556 MI_loss: 21.606691 Detection error: 0.009833931922912598 time: 10:03:21.733537
- B/E: 67 / 247 , Gen_loss: -0.36481556 MI_loss: 21.944626 Detection error: 0.009823083877563477 time: 10:03:22.509277
- B/E: 68 / 247 , Gen_loss: -0.36697382 MI_loss: 22.251722 Detection error: 0.009823799133300781 time: 10:03:23.285161
- B/E: 69 / 247 , Gen_loss: -0.35611725 MI_loss: 21.458416 Detection error: 0.009833931922912598 time: 10:03:24.175134
- B/E: 70 / 247 , Gen_loss: -0.36220017 MI_loss: 21.961788 Detection error: 0.00983363389968872 time: 10:03:24.992439
- B/E: 71 / 247 , Gen_loss: -0.35837665 MI_loss: 21.751976 Detection error: 0.009832918643951416 time: 10:03:25.863799
- B/E: 72 / 247 , Gen_loss: -0.37239602 MI_loss: 22.567049 Detection error: 0.009832203388214111 time: 10:03:26.749600
- B/E: 73 / 247 , Gen_loss: -0.34938 MI_loss: 21.217327 Detection error: 0.009825587272644043 time: 10:03:27.733503
- B/E: 74 / 247 , Gen_loss: -0.35543516 MI_loss: 21.79245 Detection error: 0.00983041524887085 time: 10:03:28.616203
- B/E: 75 / 247 , Gen_loss: -0.34434697 MI_loss: 20.74893 Detection error: 0.009817421436309814 time: 10:03:29.497432
- B/E: 76 / 247 , Gen_loss: -0.35796234 MI_loss: 21.772055 Detection error: 0.00983119010925293 time: 10:03:30.385322
- B/E: 77 / 247 , Gen_loss: -0.35972023 MI_loss: 21.62745 Detection error: 0.00982731580734253 time: 10:03:31.267397
- B/E: 78 / 247 , Gen_loss: -0.36676192 MI_loss: 22.11031 Detection error: 0.009814858436584473 time: 10:03:32.151407
- B/E: 79 / 247 , Gen_loss: -0.35918504 MI_loss: 21.68396 Detection error: 0.009833216667175293 time: 10:03:33.036484
- B/E: 80 / 247 , Gen_loss: -0.3640424 MI_loss: 22.011253 Detection error: 0.009838342666625977 time: 10:03:33.927034
- B/E: 81 / 247 , Gen_loss: -0.36400586 MI_loss: 22.003618 Detection error: 0.009832322597503662 time: 10:03:34.808846
- B/E: 82 / 247 , Gen_loss: -0.3589005 MI_loss: 21.868053 Detection error: 0.009834349155426025 time: 10:03:35.691272
- B/E: 83 / 247 , Gen_loss: -0.3540417 MI_loss: 21.47066 Detection error: 0.009831488132476807 time: 10:03:36.583316
- B/E: 84 / 247 , Gen_loss: -0.3567959 MI_loss: 21.644562 Detection error: 0.009824991226196289 time: 10:03:37.469902
- B/E: 85 / 247 , Gen_loss: -0.36564264 MI_loss: 22.186436 Detection error: 0.009812116622924805 time: 10:03:38.355709
- B/E: 86 / 247 , Gen_loss: -0.357965 MI_loss: 21.6978 Detection error: 0.00980675220489502 time: 10:03:39.249526
- B/E: 87 / 247 , Gen_loss: -0.35563096 MI_loss: 21.503874 Detection error: 0.009791553020477295 time: 10:03:40.135086
- B/E: 88 / 247 , Gen_loss: -0.35711816 MI_loss: 21.6941 Detection error: 0.009785115718841553 time: 10:03:41.019625
- B/E: 89 / 247 , Gen_loss: -0.35813457 MI_loss: 21.723091 Detection error: 0.009793400764465332 time: 10:03:41.988804
- B/E: 90 / 247 , Gen_loss: -0.3545893 MI_loss: 21.450327 Detection error: 0.009791910648345947 time: 10:03:42.873095
- B/E: 91 / 247 , Gen_loss: -0.3588181 MI_loss: 21.614376 Detection error: 0.00979757308959961 time: 10:03:43.761461
- B/E: 92 / 247 , Gen_loss: -0.35529965 MI_loss: 21.509033 Detection error: 0.009791016578674316 time: 10:03:44.650628
- B/E: 93 / 247 , Gen_loss: -0.3677859 MI_loss: 22.237814 Detection error: 0.009785234928131104 time: 10:03:45.536690
- B/E: 94 / 247 , Gen_loss: -0.35215023 MI_loss: 21.454142 Detection error: 0.009798705577850342 time: 10:03:46.422883
- B/E: 95 / 247 , Gen_loss: -0.35942537 MI_loss: 21.724669 Detection error: 0.009804368019104004 time: 10:03:47.313083
- B/E: 96 / 247 , Gen_loss: -0.36432514 MI_loss: 22.082611 Detection error: 0.009801208972930908 time: 10:03:48.199612
- B/E: 97 / 247 , Gen_loss: -0.3662357 MI_loss: 22.303669 Detection error: 0.009801030158996582 time: 10:03:49.089155
- B/E: 98 / 247 , Gen_loss: -0.35638517 MI_loss: 21.469097 Detection error: 0.009785056114196777 time: 10:03:49.981927
- B/E: 99 / 247 , Gen_loss: -0.36259446 MI_loss: 21.860281 Detection error: 0.009791553020477295 time: 10:03:50.875100
- B/E: 100 / 247 , Gen_loss: -0.35809708 MI_loss: 21.77642 Detection error: 0.009794533252716064 time: 10:03:51.713373
- B/E: 101 / 247 , Gen_loss: -0.36145458 MI_loss: 21.666796 Detection error: 0.009798407554626465 time: 10:03:52.526753
- B/E: 102 / 247 , Gen_loss: -0.3556919 MI_loss: 21.636606 Detection error: 0.009793400764465332 time: 10:03:53.425304
- B/E: 103 / 247 , Gen_loss: -0.3647376 MI_loss: 22.166874 Detection error: 0.009790539741516113 time: 10:03:54.309991
- B/E: 104 / 247 , Gen_loss: -0.36849406 MI_loss: 22.359087 Detection error: 0.009793758392333984 time: 10:03:55.191771
- B/E: 105 / 247 , Gen_loss: -0.35769245 MI_loss: 21.763367 Detection error: 0.009792745113372803 time: 10:03:56.172968
- B/E: 106 / 247 , Gen_loss: -0.36687866 MI_loss: 22.322384 Detection error: 0.009791195392608643 time: 10:03:57.061068
- B/E: 107 / 247 , Gen_loss: -0.362256 MI_loss: 22.085766 Detection error: 0.009793102741241455 time: 10:03:57.953611
- B/E: 108 / 247 , Gen_loss: -0.3659298 MI_loss: 22.181845 Detection error: 0.009792745113372803 time: 10:03:58.858789
- B/E: 109 / 247 , Gen_loss: -0.3688214 MI_loss: 22.304848 Detection error: 0.009791731834411621 time: 10:03:59.741129
- B/E: 110 / 247 , Gen_loss: -0.36474687 MI_loss: 21.98999 Detection error: 0.00978463888168335 time: 10:04:00.627302
- B/E: 111 / 247 , Gen_loss: -0.36477607 MI_loss: 22.018589 Detection error: 0.009782671928405762 time: 10:04:01.512729
- B/E: 112 / 247 , Gen_loss: -0.3682099 MI_loss: 22.179287 Detection error: 0.009785115718841553 time: 10:04:02.401178
- B/E: 113 / 247 , Gen_loss: -0.36562017 MI_loss: 22.082346 Detection error: 0.009793341159820557 time: 10:04:03.290407
- B/E: 114 / 247 , Gen_loss: -0.35843796 MI_loss: 21.725601 Detection error: 0.009790778160095215 time: 10:04:04.178564
- B/E: 115 / 247 , Gen_loss: -0.35774094 MI_loss: 21.559795 Detection error: 0.009785830974578857 time: 10:04:05.066442
- B/E: 116 / 247 , Gen_loss: -0.3688114 MI_loss: 22.329224 Detection error: 0.009786844253540039 time: 10:04:05.891873
- B/E: 117 / 247 , Gen_loss: -0.3578398 MI_loss: 21.985615 Detection error: 0.00978761911392212 time: 10:04:06.669112
- B/E: 118 / 247 , Gen_loss: -0.3527096 MI_loss: 21.340796 Detection error: 0.009785175323486328 time: 10:04:07.556913
- B/E: 119 / 247 , Gen_loss: -0.35566914 MI_loss: 21.40841 Detection error: 0.00977945327758789 time: 10:04:08.437072
- B/E: 120 / 247 , Gen_loss: -0.3466805 MI_loss: 21.035416 Detection error: 0.00977867841720581 time: 10:04:09.320401
- B/E: 121 / 247 , Gen_loss: -0.35755566 MI_loss: 21.620354 Detection error: 0.00977998971939087 time: 10:04:10.312377
- B/E: 122 / 247 , Gen_loss: -0.36202538 MI_loss: 21.885685 Detection error: 0.009775161743164062 time: 10:04:11.202980
- B/E: 123 / 247 , Gen_loss: -0.35773504 MI_loss: 21.829973 Detection error: 0.009769916534423828 time: 10:04:12.092583
- B/E: 124 / 247 , Gen_loss: -0.36786333 MI_loss: 22.359966 Detection error: 0.009764492511749268 time: 10:04:12.984120
- B/E: 125 / 247 , Gen_loss: -0.362004 MI_loss: 21.95459 Detection error: 0.009768128395080566 time: 10:04:13.876923
- B/E: 126 / 247 , Gen_loss: -0.36140072 MI_loss: 22.114939 Detection error: 0.009776830673217773 time: 10:04:14.763171
- B/E: 127 / 247 , Gen_loss: -0.35924375 MI_loss: 21.674768 Detection error: 0.009777367115020752 time: 10:04:15.646032
- B/E: 128 / 247 , Gen_loss: -0.3768468 MI_loss: 22.868517 Detection error: 0.009781956672668457 time: 10:04:16.538120
- B/E: 129 / 247 , Gen_loss: -0.36341533 MI_loss: 22.114342 Detection error: 0.00978773832321167 time: 10:04:17.427233
- B/E: 130 / 247 , Gen_loss: -0.36018637 MI_loss: 21.872362 Detection error: 0.009795546531677246 time: 10:04:18.312538
- B/E: 131 / 247 , Gen_loss: -0.3613622 MI_loss: 21.813196 Detection error: 0.00980067253112793 time: 10:04:19.196518
- B/E: 132 / 247 , Gen_loss: -0.35736313 MI_loss: 21.741402 Detection error: 0.00979602336883545 time: 10:04:20.086108
- B/E: 133 / 247 , Gen_loss: -0.36147687 MI_loss: 22.000216 Detection error: 0.009798765182495117 time: 10:04:20.970961
- B/E: 134 / 247 , Gen_loss: -0.3635504 MI_loss: 22.11436 Detection error: 0.009807407855987549 time: 10:04:21.857653
- B/E: 135 / 247 , Gen_loss: -0.37091377 MI_loss: 22.455936 Detection error: 0.009809255599975586 time: 10:04:22.740717
- B/E: 136 / 247 , Gen_loss: -0.36406264 MI_loss: 22.092978 Detection error: 0.009810447692871094 time: 10:04:23.629022
- B/E: 137 / 247 , Gen_loss: -0.34793565 MI_loss: 21.042345 Detection error: 0.009811341762542725 time: 10:04:24.601975
- B/E: 138 / 247 , Gen_loss: -0.35851452 MI_loss: 21.699049 Detection error: 0.009813845157623291 time: 10:04:25.488977
- B/E: 139 / 247 , Gen_loss: -0.36196634 MI_loss: 21.907515 Detection error: 0.009820103645324707 time: 10:04:26.379285
- B/E: 140 / 247 , Gen_loss: -0.35237914 MI_loss: 21.389511 Detection error: 0.009819567203521729 time: 10:04:27.264726
- B/E: 141 / 247 , Gen_loss: -0.35459235 MI_loss: 21.425735 Detection error: 0.009817540645599365 time: 10:04:28.154710
- B/E: 142 / 247 , Gen_loss: -0.3567491 MI_loss: 21.669992 Detection error: 0.009818196296691895 time: 10:04:29.039618
- B/E: 143 / 247 , Gen_loss: -0.37524527 MI_loss: 22.7425 Detection error: 0.009817063808441162 time: 10:04:29.927484
- B/E: 144 / 247 , Gen_loss: -0.35691902 MI_loss: 21.630972 Detection error: 0.009826481342315674 time: 10:04:30.824208
- B/E: 145 / 247 , Gen_loss: -0.36098745 MI_loss: 22.05379 Detection error: 0.009827911853790283 time: 10:04:31.711744
- B/E: 146 / 247 , Gen_loss: -0.35246664 MI_loss: 21.238384 Detection error: 0.009829699993133545 time: 10:04:32.595816
- B/E: 147 / 247 , Gen_loss: -0.3590187 MI_loss: 21.738214 Detection error: 0.009830474853515625 time: 10:04:33.505088
- B/E: 148 / 247 , Gen_loss: -0.36075154 MI_loss: 21.81521 Detection error: 0.009833276271820068 time: 10:04:34.400402
- B/E: 149 / 247 , Gen_loss: -0.3610036 MI_loss: 21.919516 Detection error: 0.009839355945587158 time: 10:04:35.209629
-
- Test Loss: 10.256555 Test Error: 0.010675013065338135
- -----
- EPOCH: 248
- B/E: 0 / 248 , Gen_loss: -0.3692537 MI_loss: 22.322975 Detection error: 0.01015627384185791 time: 10:04:37.138352
- B/E: 1 / 248 , Gen_loss: -0.34741527 MI_loss: 20.942032 Detection error: 0.01015627384185791 time: 10:05:14.394370
- B/E: 2 / 248 , Gen_loss: -0.35799327 MI_loss: 21.720165 Detection error: 0.009739577770233154 time: 10:05:15.435784
- B/E: 3 / 248 , Gen_loss: -0.37057537 MI_loss: 22.50148 Detection error: 0.00972658395767212 time: 10:05:16.271799
- B/E: 4 / 248 , Gen_loss: -0.36349243 MI_loss: 21.86587 Detection error: 0.00976872444152832 time: 10:05:17.110713
- B/E: 5 / 248 , Gen_loss: -0.35198674 MI_loss: 21.445839 Detection error: 0.009765625 time: 10:05:17.941355
- B/E: 6 / 248 , Gen_loss: -0.36130548 MI_loss: 22.053143 Detection error: 0.00982588529586792 time: 10:05:18.885619
- B/E: 7 / 248 , Gen_loss: -0.36026642 MI_loss: 21.853252 Detection error: 0.009871065616607666 time: 10:05:19.768472
- B/E: 8 / 248 , Gen_loss: -0.36731687 MI_loss: 22.147654 Detection error: 0.009819447994232178 time: 10:05:20.654638
- B/E: 9 / 248 , Gen_loss: -0.36429054 MI_loss: 22.008709 Detection error: 0.009771883487701416 time: 10:05:21.537901
- B/E: 10 / 248 , Gen_loss: -0.35607702 MI_loss: 21.56603 Detection error: 0.009784102439880371 time: 10:05:22.422572
- B/E: 11 / 248 , Gen_loss: -0.356656 MI_loss: 21.599903 Detection error: 0.009830713272094727 time: 10:05:23.307213
- B/E: 12 / 248 , Gen_loss: -0.35862288 MI_loss: 21.842648 Detection error: 0.009889423847198486 time: 10:05:24.197222
- B/E: 13 / 248 , Gen_loss: -0.36583355 MI_loss: 22.34738 Detection error: 0.009892880916595459 time: 10:05:25.084367
- B/E: 14 / 248 , Gen_loss: -0.35183567 MI_loss: 21.34485 Detection error: 0.00983959436416626 time: 10:05:25.974449
- B/E: 15 / 248 , Gen_loss: -0.36308846 MI_loss: 21.846972 Detection error: 0.009855449199676514 time: 10:05:26.859809
- B/E: 16 / 248 , Gen_loss: -0.3636562 MI_loss: 21.916351 Detection error: 0.009852945804595947 time: 10:05:27.664954
- B/E: 17 / 248 , Gen_loss: -0.36155704 MI_loss: 22.095293 Detection error: 0.009824633598327637 time: 10:05:28.435291
- B/E: 18 / 248 , Gen_loss: -0.35836983 MI_loss: 21.712597 Detection error: 0.009782910346984863 time: 10:05:29.327522
- B/E: 19 / 248 , Gen_loss: -0.3584418 MI_loss: 21.85148 Detection error: 0.009789049625396729 time: 10:05:30.103102
- B/E: 20 / 248 , Gen_loss: -0.358094 MI_loss: 21.615297 Detection error: 0.009810984134674072 time: 10:05:30.877720
- B/E: 21 / 248 , Gen_loss: -0.36045846 MI_loss: 21.778938 Detection error: 0.009826719760894775 time: 10:05:31.682739
- B/E: 22 / 248 , Gen_loss: -0.37100354 MI_loss: 22.383871 Detection error: 0.009786665439605713 time: 10:05:32.456918
- B/E: 23 / 248 , Gen_loss: -0.36831132 MI_loss: 22.329916 Detection error: 0.009795546531677246 time: 10:05:33.233335
- B/E: 24 / 248 , Gen_loss: -0.36527753 MI_loss: 22.223927 Detection error: 0.00979626178741455 time: 10:05:34.024943
- B/E: 25 / 248 , Gen_loss: -0.3514855 MI_loss: 21.27145 Detection error: 0.009824514389038086 time: 10:05:34.846602
- B/E: 26 / 248 , Gen_loss: -0.35850772 MI_loss: 21.961264 Detection error: 0.009864568710327148 time: 10:05:35.621044
- B/E: 27 / 248 , Gen_loss: -0.36620796 MI_loss: 22.24884 Detection error: 0.009877204895019531 time: 10:05:36.420644
- B/E: 28 / 248 , Gen_loss: -0.35869578 MI_loss: 21.740889 Detection error: 0.009885787963867188 time: 10:05:37.303955
- B/E: 29 / 248 , Gen_loss: -0.3652354 MI_loss: 22.196636 Detection error: 0.009892702102661133 time: 10:05:38.193467
- B/E: 30 / 248 , Gen_loss: -0.36553186 MI_loss: 22.320343 Detection error: 0.00988006591796875 time: 10:05:39.074962
- B/E: 31 / 248 , Gen_loss: -0.34974697 MI_loss: 21.1106 Detection error: 0.00984865427017212 time: 10:05:40.047470
- B/E: 32 / 248 , Gen_loss: -0.35915273 MI_loss: 21.822649 Detection error: 0.009851336479187012 time: 10:05:40.942380
- B/E: 33 / 248 , Gen_loss: -0.35810766 MI_loss: 21.725449 Detection error: 0.009839177131652832 time: 10:05:41.850141
- B/E: 34 / 248 , Gen_loss: -0.35756174 MI_loss: 21.758867 Detection error: 0.009841084480285645 time: 10:05:42.732636
- B/E: 35 / 248 , Gen_loss: -0.3618365 MI_loss: 21.916172 Detection error: 0.009815990924835205 time: 10:05:43.621225
- B/E: 36 / 248 , Gen_loss: -0.35257807 MI_loss: 21.278248 Detection error: 0.00982433557510376 time: 10:05:44.511946
- B/E: 37 / 248 , Gen_loss: -0.35751012 MI_loss: 21.620394 Detection error: 0.009810864925384521 time: 10:05:45.405936
- B/E: 38 / 248 , Gen_loss: -0.36627284 MI_loss: 22.3164 Detection error: 0.009837329387664795 time: 10:05:46.214250
- B/E: 39 / 248 , Gen_loss: -0.3682569 MI_loss: 22.15339 Detection error: 0.009807825088500977 time: 10:05:47.044758
- B/E: 40 / 248 , Gen_loss: -0.362448 MI_loss: 22.15245 Detection error: 0.009814798831939697 time: 10:05:47.813736
- B/E: 41 / 248 , Gen_loss: -0.36145815 MI_loss: 21.855688 Detection error: 0.009812474250793457 time: 10:05:48.591388
- B/E: 42 / 248 , Gen_loss: -0.36189994 MI_loss: 21.886576 Detection error: 0.009804487228393555 time: 10:05:49.469690
- B/E: 43 / 248 , Gen_loss: -0.36184886 MI_loss: 21.748878 Detection error: 0.0098075270652771 time: 10:05:50.353302
- B/E: 44 / 248 , Gen_loss: -0.35791105 MI_loss: 21.665514 Detection error: 0.0098152756690979 time: 10:05:51.242927
- B/E: 45 / 248 , Gen_loss: -0.36939928 MI_loss: 22.464224 Detection error: 0.009832203388214111 time: 10:05:52.145234
- B/E: 46 / 248 , Gen_loss: -0.34413123 MI_loss: 21.027857 Detection error: 0.009840428829193115 time: 10:05:53.037943
- B/E: 47 / 248 , Gen_loss: -0.3540687 MI_loss: 21.39272 Detection error: 0.00984048843383789 time: 10:05:53.924897
- B/E: 48 / 248 , Gen_loss: -0.35562697 MI_loss: 21.523079 Detection error: 0.009846925735473633 time: 10:05:54.899858
- B/E: 49 / 248 , Gen_loss: -0.35680705 MI_loss: 21.700893 Detection error: 0.009856879711151123 time: 10:05:55.793019
- B/E: 50 / 248 , Gen_loss: -0.350497 MI_loss: 21.295586 Detection error: 0.009862720966339111 time: 10:05:56.680572
- B/E: 51 / 248 , Gen_loss: -0.3539302 MI_loss: 21.655931 Detection error: 0.009863555431365967 time: 10:05:57.586458
- B/E: 52 / 248 , Gen_loss: -0.36158562 MI_loss: 21.980246 Detection error: 0.009858489036560059 time: 10:05:58.488776
- B/E: 53 / 248 , Gen_loss: -0.3661294 MI_loss: 22.23505 Detection error: 0.00987154245376587 time: 10:05:59.388918
- B/E: 54 / 248 , Gen_loss: -0.36041403 MI_loss: 21.82033 Detection error: 0.00987786054611206 time: 10:06:00.250230
- B/E: 55 / 248 , Gen_loss: -0.36347893 MI_loss: 21.972809 Detection error: 0.009857714176177979 time: 10:06:01.083469
- B/E: 56 / 248 , Gen_loss: -0.3520214 MI_loss: 21.2657 Detection error: 0.009843230247497559 time: 10:06:01.899914
- B/E: 57 / 248 , Gen_loss: -0.36070704 MI_loss: 21.842093 Detection error: 0.009843766689300537 time: 10:06:02.687448
- B/E: 58 / 248 , Gen_loss: -0.3600445 MI_loss: 21.84098 Detection error: 0.00983208417892456 time: 10:06:03.508999
- B/E: 59 / 248 , Gen_loss: -0.3529024 MI_loss: 21.432388 Detection error: 0.009848415851593018 time: 10:06:04.316051
- B/E: 60 / 248 , Gen_loss: -0.35913005 MI_loss: 21.741613 Detection error: 0.00984734296798706 time: 10:06:05.182024
- B/E: 61 / 248 , Gen_loss: -0.357374 MI_loss: 21.526915 Detection error: 0.009845256805419922 time: 10:06:06.069628
- B/E: 62 / 248 , Gen_loss: -0.36193153 MI_loss: 22.064821 Detection error: 0.009845733642578125 time: 10:06:06.959618
- B/E: 63 / 248 , Gen_loss: -0.37403566 MI_loss: 22.516527 Detection error: 0.00984811782836914 time: 10:06:07.938705
- B/E: 64 / 248 , Gen_loss: -0.3635476 MI_loss: 22.105791 Detection error: 0.009837031364440918 time: 10:06:08.822560
- B/E: 65 / 248 , Gen_loss: -0.3604277 MI_loss: 21.83335 Detection error: 0.00984424352645874 time: 10:06:09.713099
- B/E: 66 / 248 , Gen_loss: -0.3712093 MI_loss: 22.515219 Detection error: 0.009845614433288574 time: 10:06:10.597195
- B/E: 67 / 248 , Gen_loss: -0.3577724 MI_loss: 21.48349 Detection error: 0.009837329387664795 time: 10:06:11.482760
- B/E: 68 / 248 , Gen_loss: -0.35689268 MI_loss: 21.670422 Detection error: 0.009840130805969238 time: 10:06:12.376100
- B/E: 69 / 248 , Gen_loss: -0.3553944 MI_loss: 21.400553 Detection error: 0.009841978549957275 time: 10:06:13.266087
- B/E: 70 / 248 , Gen_loss: -0.3548713 MI_loss: 21.47317 Detection error: 0.009842455387115479 time: 10:06:14.162443
- B/E: 71 / 248 , Gen_loss: -0.35529163 MI_loss: 21.556597 Detection error: 0.009844601154327393 time: 10:06:15.046899
- B/E: 72 / 248 , Gen_loss: -0.37152776 MI_loss: 22.441435 Detection error: 0.009842872619628906 time: 10:06:15.935233
- B/E: 73 / 248 , Gen_loss: -0.36680892 MI_loss: 22.160477 Detection error: 0.009837865829467773 time: 10:06:16.822590
- B/E: 74 / 248 , Gen_loss: -0.36263382 MI_loss: 22.038574 Detection error: 0.009839177131652832 time: 10:06:17.710116
- B/E: 75 / 248 , Gen_loss: -0.35611957 MI_loss: 21.601824 Detection error: 0.00983428955078125 time: 10:06:18.575078
- B/E: 76 / 248 , Gen_loss: -0.3520579 MI_loss: 21.423138 Detection error: 0.009834825992584229 time: 10:06:19.457219
- B/E: 77 / 248 , Gen_loss: -0.37554553 MI_loss: 22.74967 Detection error: 0.009833753108978271 time: 10:06:20.340660
- B/E: 78 / 248 , Gen_loss: -0.35686144 MI_loss: 21.646812 Detection error: 0.00982755422592163 time: 10:06:21.224366
- B/E: 79 / 248 , Gen_loss: -0.35487837 MI_loss: 21.613077 Detection error: 0.009840607643127441 time: 10:06:22.188181
- B/E: 80 / 248 , Gen_loss: -0.36446604 MI_loss: 22.128918 Detection error: 0.009854137897491455 time: 10:06:23.068337
- B/E: 81 / 248 , Gen_loss: -0.34473854 MI_loss: 20.942396 Detection error: 0.009836912155151367 time: 10:06:23.954402
- B/E: 82 / 248 , Gen_loss: -0.365055 MI_loss: 22.015213 Detection error: 0.009837746620178223 time: 10:06:24.835731
- B/E: 83 / 248 , Gen_loss: -0.36459374 MI_loss: 22.02526 Detection error: 0.009837448596954346 time: 10:06:25.716438
- B/E: 84 / 248 , Gen_loss: -0.35586053 MI_loss: 21.6042 Detection error: 0.009836792945861816 time: 10:06:26.601158
- B/E: 85 / 248 , Gen_loss: -0.36860648 MI_loss: 22.207638 Detection error: 0.009816884994506836 time: 10:06:27.485927
- B/E: 86 / 248 , Gen_loss: -0.36442167 MI_loss: 22.002232 Detection error: 0.009814679622650146 time: 10:06:28.374730
- B/E: 87 / 248 , Gen_loss: -0.3562941 MI_loss: 21.4097 Detection error: 0.009799361228942871 time: 10:06:29.260568
- B/E: 88 / 248 , Gen_loss: -0.36716488 MI_loss: 22.285322 Detection error: 0.009794235229492188 time: 10:06:30.151696
- B/E: 89 / 248 , Gen_loss: -0.3616788 MI_loss: 21.952194 Detection error: 0.009802103042602539 time: 10:06:31.035859
- B/E: 90 / 248 , Gen_loss: -0.35424817 MI_loss: 21.487934 Detection error: 0.009803593158721924 time: 10:06:31.912893
- B/E: 91 / 248 , Gen_loss: -0.3719333 MI_loss: 22.556303 Detection error: 0.009811162948608398 time: 10:06:32.815015
- B/E: 92 / 248 , Gen_loss: -0.35415098 MI_loss: 21.271832 Detection error: 0.00979602336883545 time: 10:06:33.686836
- B/E: 93 / 248 , Gen_loss: -0.35571557 MI_loss: 21.64736 Detection error: 0.009790897369384766 time: 10:06:34.455134
- B/E: 94 / 248 , Gen_loss: -0.36189625 MI_loss: 21.905663 Detection error: 0.009804606437683105 time: 10:06:35.259904
- B/E: 95 / 248 , Gen_loss: -0.346659 MI_loss: 20.882425 Detection error: 0.009811222553253174 time: 10:06:36.236485
- B/E: 96 / 248 , Gen_loss: -0.35753325 MI_loss: 21.632029 Detection error: 0.00980764627456665 time: 10:06:37.123563
- B/E: 97 / 248 , Gen_loss: -0.36071488 MI_loss: 21.769154 Detection error: 0.009801685810089111 time: 10:06:38.021417
- B/E: 98 / 248 , Gen_loss: -0.35217384 MI_loss: 21.13946 Detection error: 0.009793877601623535 time: 10:06:38.908584
- B/E: 99 / 248 , Gen_loss: -0.36718768 MI_loss: 22.226648 Detection error: 0.009789347648620605 time: 10:06:39.738574
- B/E: 100 / 248 , Gen_loss: -0.3716002 MI_loss: 22.561954 Detection error: 0.009793341159820557 time: 10:06:40.603599
- B/E: 101 / 248 , Gen_loss: -0.3597765 MI_loss: 21.796053 Detection error: 0.009795963764190674 time: 10:06:41.486773
- B/E: 102 / 248 , Gen_loss: -0.3616794 MI_loss: 21.848284 Detection error: 0.009791553020477295 time: 10:06:42.369267
- B/E: 103 / 248 , Gen_loss: -0.36040542 MI_loss: 21.837711 Detection error: 0.00979149341583252 time: 10:06:43.253572
- B/E: 104 / 248 , Gen_loss: -0.36234555 MI_loss: 21.987871 Detection error: 0.009798824787139893 time: 10:06:44.134389
- B/E: 105 / 248 , Gen_loss: -0.36266404 MI_loss: 21.946808 Detection error: 0.009788930416107178 time: 10:06:45.021039
- B/E: 106 / 248 , Gen_loss: -0.3575148 MI_loss: 21.564625 Detection error: 0.009791195392608643 time: 10:06:45.903510
- B/E: 107 / 248 , Gen_loss: -0.36180878 MI_loss: 21.91782 Detection error: 0.0097922682762146 time: 10:06:46.784722
- B/E: 108 / 248 , Gen_loss: -0.35787252 MI_loss: 21.87652 Detection error: 0.009798169136047363 time: 10:06:47.670348
- B/E: 109 / 248 , Gen_loss: -0.36005142 MI_loss: 21.90153 Detection error: 0.009795725345611572 time: 10:06:48.553841
- B/E: 110 / 248 , Gen_loss: -0.3538021 MI_loss: 21.301031 Detection error: 0.009785771369934082 time: 10:06:49.436449
- B/E: 111 / 248 , Gen_loss: -0.36600497 MI_loss: 22.094776 Detection error: 0.009786248207092285 time: 10:06:50.415893
- B/E: 112 / 248 , Gen_loss: -0.35699514 MI_loss: 21.573164 Detection error: 0.00978541374206543 time: 10:06:51.297224
- B/E: 113 / 248 , Gen_loss: -0.3547839 MI_loss: 21.620844 Detection error: 0.00979304313659668 time: 10:06:52.179026
- B/E: 114 / 248 , Gen_loss: -0.35264134 MI_loss: 21.326246 Detection error: 0.009793758392333984 time: 10:06:53.069543
- B/E: 115 / 248 , Gen_loss: -0.35958552 MI_loss: 21.747833 Detection error: 0.009790122509002686 time: 10:06:53.955029
- B/E: 116 / 248 , Gen_loss: -0.36275664 MI_loss: 22.011667 Detection error: 0.009786844253540039 time: 10:06:54.838878
- B/E: 117 / 248 , Gen_loss: -0.35850152 MI_loss: 21.933798 Detection error: 0.009791076183319092 time: 10:06:55.728431
- B/E: 118 / 248 , Gen_loss: -0.364613 MI_loss: 21.990437 Detection error: 0.009784162044525146 time: 10:06:56.615831
- B/E: 119 / 248 , Gen_loss: -0.36218664 MI_loss: 21.919287 Detection error: 0.00978308916091919 time: 10:06:57.501039
- B/E: 120 / 248 , Gen_loss: -0.35773984 MI_loss: 21.85019 Detection error: 0.009778916835784912 time: 10:06:58.389617
- B/E: 121 / 248 , Gen_loss: -0.35550836 MI_loss: 21.713165 Detection error: 0.009783565998077393 time: 10:06:59.282176
- B/E: 122 / 248 , Gen_loss: -0.3641947 MI_loss: 22.024906 Detection error: 0.009775400161743164 time: 10:07:00.163506
- B/E: 123 / 248 , Gen_loss: -0.36270365 MI_loss: 22.07254 Detection error: 0.009769678115844727 time: 10:07:01.048088
- B/E: 124 / 248 , Gen_loss: -0.35434303 MI_loss: 21.645401 Detection error: 0.009770989418029785 time: 10:07:01.941518
- B/E: 125 / 248 , Gen_loss: -0.3725195 MI_loss: 22.606323 Detection error: 0.009772062301635742 time: 10:07:02.827146
- B/E: 126 / 248 , Gen_loss: -0.35595357 MI_loss: 21.647308 Detection error: 0.009782254695892334 time: 10:07:03.710249
- B/E: 127 / 248 , Gen_loss: -0.36056486 MI_loss: 21.90161 Detection error: 0.00978463888168335 time: 10:07:04.691539
- B/E: 128 / 248 , Gen_loss: -0.35603973 MI_loss: 21.43041 Detection error: 0.009785354137420654 time: 10:07:05.576878
- B/E: 129 / 248 , Gen_loss: -0.35836592 MI_loss: 21.794077 Detection error: 0.009792566299438477 time: 10:07:06.462316
- B/E: 130 / 248 , Gen_loss: -0.36428478 MI_loss: 22.02981 Detection error: 0.00980079174041748 time: 10:07:07.345846
- B/E: 131 / 248 , Gen_loss: -0.36236492 MI_loss: 21.872707 Detection error: 0.009805381298065186 time: 10:07:08.225038
- B/E: 132 / 248 , Gen_loss: -0.36481014 MI_loss: 21.766886 Detection error: 0.009800493717193604 time: 10:07:09.109424
- B/E: 133 / 248 , Gen_loss: -0.3641285 MI_loss: 22.242111 Detection error: 0.009800851345062256 time: 10:07:09.997748
- B/E: 134 / 248 , Gen_loss: -0.36029392 MI_loss: 21.91346 Detection error: 0.009809255599975586 time: 10:07:10.884530
- B/E: 135 / 248 , Gen_loss: -0.36742604 MI_loss: 22.262669 Detection error: 0.009812712669372559 time: 10:07:11.791829
- B/E: 136 / 248 , Gen_loss: -0.36207947 MI_loss: 22.034641 Detection error: 0.009815037250518799 time: 10:07:12.602618
- B/E: 137 / 248 , Gen_loss: -0.3573283 MI_loss: 21.520643 Detection error: 0.00981205701828003 time: 10:07:13.410201
- B/E: 138 / 248 , Gen_loss: -0.3600999 MI_loss: 21.929657 Detection error: 0.009820163249969482 time: 10:07:14.306940
- B/E: 139 / 248 , Gen_loss: -0.3489665 MI_loss: 21.240707 Detection error: 0.00982433557510376 time: 10:07:15.188688
- B/E: 140 / 248 , Gen_loss: -0.36202958 MI_loss: 22.013012 Detection error: 0.009819388389587402 time: 10:07:16.105621
- B/E: 141 / 248 , Gen_loss: -0.35643336 MI_loss: 21.418476 Detection error: 0.009818673133850098 time: 10:07:16.910285
- B/E: 142 / 248 , Gen_loss: -0.36660346 MI_loss: 22.230812 Detection error: 0.009820163249969482 time: 10:07:17.807207
- B/E: 143 / 248 , Gen_loss: -0.36579335 MI_loss: 22.149887 Detection error: 0.009815335273742676 time: 10:07:18.783036
- B/E: 144 / 248 , Gen_loss: -0.3496826 MI_loss: 21.296932 Detection error: 0.009826481342315674 time: 10:07:19.668213
- B/E: 145 / 248 , Gen_loss: -0.35473573 MI_loss: 21.480495 Detection error: 0.009831547737121582 time: 10:07:20.548582
- B/E: 146 / 248 , Gen_loss: -0.37016073 MI_loss: 22.289824 Detection error: 0.0098344087600708 time: 10:07:21.433262
- B/E: 147 / 248 , Gen_loss: -0.35775515 MI_loss: 21.667526 Detection error: 0.009836137294769287 time: 10:07:22.319088
- B/E: 148 / 248 , Gen_loss: -0.35842964 MI_loss: 21.64436 Detection error: 0.009834527969360352 time: 10:07:23.196991
- B/E: 149 / 248 , Gen_loss: -0.3576116 MI_loss: 21.755775 Detection error: 0.009842097759246826 time: 10:07:24.084483
-
- Test Loss: 10.269158 Test Error: 0.010691642761230469
- -----
- EPOCH: 249
- B/E: 0 / 249 , Gen_loss: -0.35945347 MI_loss: 21.72174 Detection error: 0.01015627384185791 time: 10:07:26.068004
- B/E: 1 / 249 , Gen_loss: -0.35204217 MI_loss: 21.44335 Detection error: 0.010187506675720215 time: 10:08:03.062377
- B/E: 2 / 249 , Gen_loss: -0.35606265 MI_loss: 21.47659 Detection error: 0.009864568710327148 time: 10:08:03.993889
- B/E: 3 / 249 , Gen_loss: -0.36342478 MI_loss: 22.054482 Detection error: 0.009710907936096191 time: 10:08:04.887769
- B/E: 4 / 249 , Gen_loss: -0.35884726 MI_loss: 21.795084 Detection error: 0.009806275367736816 time: 10:08:05.776689
- B/E: 5 / 249 , Gen_loss: -0.363839 MI_loss: 22.221008 Detection error: 0.009770810604095459 time: 10:08:06.777182
- B/E: 6 / 249 , Gen_loss: -0.36663526 MI_loss: 22.446323 Detection error: 0.00982588529586792 time: 10:08:07.628036
- B/E: 7 / 249 , Gen_loss: -0.36268714 MI_loss: 21.977825 Detection error: 0.009902358055114746 time: 10:08:08.513017
- B/E: 8 / 249 , Gen_loss: -0.36649346 MI_loss: 22.172575 Detection error: 0.009833335876464844 time: 10:08:09.392150
- B/E: 9 / 249 , Gen_loss: -0.36081845 MI_loss: 21.823708 Detection error: 0.009809374809265137 time: 10:08:10.273013
- B/E: 10 / 249 , Gen_loss: -0.36921751 MI_loss: 22.43525 Detection error: 0.009818196296691895 time: 10:08:11.164861
- B/E: 11 / 249 , Gen_loss: -0.3588443 MI_loss: 21.652102 Detection error: 0.009856760501861572 time: 10:08:12.054515
- B/E: 12 / 249 , Gen_loss: -0.35111293 MI_loss: 21.243603 Detection error: 0.009918272495269775 time: 10:08:12.937105
- B/E: 13 / 249 , Gen_loss: -0.3599974 MI_loss: 21.779573 Detection error: 0.009906232357025146 time: 10:08:13.820740
- B/E: 14 / 249 , Gen_loss: -0.36142293 MI_loss: 21.858662 Detection error: 0.009858310222625732 time: 10:08:14.713448
- B/E: 15 / 249 , Gen_loss: -0.36340877 MI_loss: 22.109219 Detection error: 0.009874999523162842 time: 10:08:15.596112
- B/E: 16 / 249 , Gen_loss: -0.3625558 MI_loss: 21.905546 Detection error: 0.009840071201324463 time: 10:08:16.481180
- B/E: 17 / 249 , Gen_loss: -0.36751688 MI_loss: 22.280783 Detection error: 0.009852409362792969 time: 10:08:17.328830
- B/E: 18 / 249 , Gen_loss: -0.36309248 MI_loss: 21.841099 Detection error: 0.00979602336883545 time: 10:08:18.106162
- B/E: 19 / 249 , Gen_loss: -0.3581971 MI_loss: 21.844368 Detection error: 0.009823441505432129 time: 10:08:18.997318
- B/E: 20 / 249 , Gen_loss: -0.3595446 MI_loss: 21.708874 Detection error: 0.009833335876464844 time: 10:08:19.973398
- B/E: 21 / 249 , Gen_loss: -0.3598484 MI_loss: 21.962551 Detection error: 0.009842336177825928 time: 10:08:20.859696
- B/E: 22 / 249 , Gen_loss: -0.36673167 MI_loss: 22.152246 Detection error: 0.009823381900787354 time: 10:08:21.746302
- B/E: 23 / 249 , Gen_loss: -0.37000096 MI_loss: 22.323689 Detection error: 0.00982290506362915 time: 10:08:22.556202
- B/E: 24 / 249 , Gen_loss: -0.36199513 MI_loss: 21.975964 Detection error: 0.009827494621276855 time: 10:08:23.341776
- B/E: 25 / 249 , Gen_loss: -0.3519742 MI_loss: 21.278774 Detection error: 0.009817302227020264 time: 10:08:24.114018
- B/E: 26 / 249 , Gen_loss: -0.35081574 MI_loss: 21.3623 Detection error: 0.009893536567687988 time: 10:08:24.900058
- B/E: 27 / 249 , Gen_loss: -0.3613959 MI_loss: 21.974585 Detection error: 0.009901762008666992 time: 10:08:25.724736
- B/E: 28 / 249 , Gen_loss: -0.36441687 MI_loss: 22.053623 Detection error: 0.009898722171783447 time: 10:08:26.581990
- B/E: 29 / 249 , Gen_loss: -0.36169013 MI_loss: 21.999367 Detection error: 0.009917736053466797 time: 10:08:27.462598
- B/E: 30 / 249 , Gen_loss: -0.35249832 MI_loss: 21.297586 Detection error: 0.009885072708129883 time: 10:08:28.369042
- B/E: 31 / 249 , Gen_loss: -0.36299515 MI_loss: 22.155521 Detection error: 0.009857416152954102 time: 10:08:29.254064
- B/E: 32 / 249 , Gen_loss: -0.36572406 MI_loss: 22.29836 Detection error: 0.009860813617706299 time: 10:08:30.143081
- B/E: 33 / 249 , Gen_loss: -0.35569808 MI_loss: 21.637074 Detection error: 0.009834587574005127 time: 10:08:31.029480
- B/E: 34 / 249 , Gen_loss: -0.35532826 MI_loss: 21.548334 Detection error: 0.009838402271270752 time: 10:08:31.941157
- B/E: 35 / 249 , Gen_loss: -0.37065014 MI_loss: 22.361652 Detection error: 0.00982290506362915 time: 10:08:32.839699
- B/E: 36 / 249 , Gen_loss: -0.36233035 MI_loss: 22.017504 Detection error: 0.00983363389968872 time: 10:08:33.799775
- B/E: 37 / 249 , Gen_loss: -0.36375758 MI_loss: 22.01269 Detection error: 0.009821534156799316 time: 10:08:34.701703
- B/E: 38 / 249 , Gen_loss: -0.36316046 MI_loss: 22.080763 Detection error: 0.009847760200500488 time: 10:08:35.588892
- B/E: 39 / 249 , Gen_loss: -0.35308737 MI_loss: 21.447443 Detection error: 0.009834349155426025 time: 10:08:36.470902
- B/E: 40 / 249 , Gen_loss: -0.35008103 MI_loss: 21.064678 Detection error: 0.009818613529205322 time: 10:08:37.376858
- B/E: 41 / 249 , Gen_loss: -0.36283335 MI_loss: 21.873917 Detection error: 0.009825170040130615 time: 10:08:38.266580
- B/E: 42 / 249 , Gen_loss: -0.35909098 MI_loss: 21.705835 Detection error: 0.00982123613357544 time: 10:08:39.154284
- B/E: 43 / 249 , Gen_loss: -0.36914548 MI_loss: 22.278425 Detection error: 0.009820997714996338 time: 10:08:40.036346
- B/E: 44 / 249 , Gen_loss: -0.36555067 MI_loss: 22.16389 Detection error: 0.009835422039031982 time: 10:08:40.889941
- B/E: 45 / 249 , Gen_loss: -0.35627648 MI_loss: 21.626223 Detection error: 0.009841740131378174 time: 10:08:41.792605
- B/E: 46 / 249 , Gen_loss: -0.3600271 MI_loss: 21.808926 Detection error: 0.00985175371170044 time: 10:08:42.670643
- B/E: 47 / 249 , Gen_loss: -0.36411145 MI_loss: 22.072529 Detection error: 0.009853541851043701 time: 10:08:43.549311
- B/E: 48 / 249 , Gen_loss: -0.35649106 MI_loss: 21.645077 Detection error: 0.009863495826721191 time: 10:08:44.440245
- B/E: 49 / 249 , Gen_loss: -0.34941646 MI_loss: 21.343227 Detection error: 0.009865641593933105 time: 10:08:45.336679
- B/E: 50 / 249 , Gen_loss: -0.36407602 MI_loss: 21.92234 Detection error: 0.009874403476715088 time: 10:08:46.215715
- B/E: 51 / 249 , Gen_loss: -0.3603824 MI_loss: 21.877754 Detection error: 0.009877383708953857 time: 10:08:47.093022
- B/E: 52 / 249 , Gen_loss: -0.36547202 MI_loss: 21.965837 Detection error: 0.009869098663330078 time: 10:08:48.081024
- B/E: 53 / 249 , Gen_loss: -0.36496496 MI_loss: 22.084772 Detection error: 0.009886562824249268 time: 10:08:48.968285
- B/E: 54 / 249 , Gen_loss: -0.35274 MI_loss: 21.142387 Detection error: 0.009886384010314941 time: 10:08:49.851083
- B/E: 55 / 249 , Gen_loss: -0.35920238 MI_loss: 21.613329 Detection error: 0.009870529174804688 time: 10:08:50.748858
- B/E: 56 / 249 , Gen_loss: -0.3554537 MI_loss: 21.395744 Detection error: 0.009854137897491455 time: 10:08:51.653130
- B/E: 57 / 249 , Gen_loss: -0.36641526 MI_loss: 22.285807 Detection error: 0.009848594665527344 time: 10:08:52.544664
- B/E: 58 / 249 , Gen_loss: -0.36577567 MI_loss: 22.199112 Detection error: 0.009845316410064697 time: 10:08:53.363729
- B/E: 59 / 249 , Gen_loss: -0.36544138 MI_loss: 22.170065 Detection error: 0.009858310222625732 time: 10:08:54.125078
- B/E: 60 / 249 , Gen_loss: -0.36584634 MI_loss: 22.197115 Detection error: 0.009852945804595947 time: 10:08:54.985445
- B/E: 61 / 249 , Gen_loss: -0.35336104 MI_loss: 21.411676 Detection error: 0.009851813316345215 time: 10:08:55.870272
- B/E: 62 / 249 , Gen_loss: -0.367857 MI_loss: 22.243992 Detection error: 0.009852170944213867 time: 10:08:56.767862
- B/E: 63 / 249 , Gen_loss: -0.36493134 MI_loss: 22.185719 Detection error: 0.009853005409240723 time: 10:08:57.671923
- B/E: 64 / 249 , Gen_loss: -0.36152643 MI_loss: 22.043362 Detection error: 0.00984567403793335 time: 10:08:58.570368
- B/E: 65 / 249 , Gen_loss: -0.35320714 MI_loss: 21.332943 Detection error: 0.009845614433288574 time: 10:08:59.470332
- B/E: 66 / 249 , Gen_loss: -0.36875898 MI_loss: 22.507904 Detection error: 0.009847462177276611 time: 10:09:00.373126
- B/E: 67 / 249 , Gen_loss: -0.36792836 MI_loss: 22.31067 Detection error: 0.009835958480834961 time: 10:09:01.260554
- B/E: 68 / 249 , Gen_loss: -0.36471063 MI_loss: 22.231 Detection error: 0.009842872619628906 time: 10:09:02.213551
- B/E: 69 / 249 , Gen_loss: -0.35850278 MI_loss: 21.810291 Detection error: 0.009851813316345215 time: 10:09:02.998933
- B/E: 70 / 249 , Gen_loss: -0.3613892 MI_loss: 21.860638 Detection error: 0.009849488735198975 time: 10:09:03.881601
- B/E: 71 / 249 , Gen_loss: -0.35897937 MI_loss: 21.829891 Detection error: 0.009845077991485596 time: 10:09:04.778731
- B/E: 72 / 249 , Gen_loss: -0.36892465 MI_loss: 22.368559 Detection error: 0.009846329689025879 time: 10:09:05.678676
- B/E: 73 / 249 , Gen_loss: -0.3538862 MI_loss: 21.535173 Detection error: 0.009839951992034912 time: 10:09:06.576164
- B/E: 74 / 249 , Gen_loss: -0.35639238 MI_loss: 21.690937 Detection error: 0.00983959436416626 time: 10:09:07.473136
- B/E: 75 / 249 , Gen_loss: -0.34374654 MI_loss: 20.814419 Detection error: 0.009833037853240967 time: 10:09:08.298174
- B/E: 76 / 249 , Gen_loss: -0.36666247 MI_loss: 22.294464 Detection error: 0.009843766689300537 time: 10:09:09.189219
- B/E: 77 / 249 , Gen_loss: -0.35957855 MI_loss: 21.864208 Detection error: 0.00983494520187378 time: 10:09:10.085510
- B/E: 78 / 249 , Gen_loss: -0.36390463 MI_loss: 22.045673 Detection error: 0.009830296039581299 time: 10:09:10.982858
- B/E: 79 / 249 , Gen_loss: -0.35893276 MI_loss: 21.628181 Detection error: 0.009846091270446777 time: 10:09:11.900879
- B/E: 80 / 249 , Gen_loss: -0.36244893 MI_loss: 22.048899 Detection error: 0.00985342264175415 time: 10:09:12.833943
- B/E: 81 / 249 , Gen_loss: -0.36015025 MI_loss: 21.679806 Detection error: 0.009838402271270752 time: 10:09:13.764592
- B/E: 82 / 249 , Gen_loss: -0.36356574 MI_loss: 22.004 Detection error: 0.009843766689300537 time: 10:09:14.678632
- B/E: 83 / 249 , Gen_loss: -0.36172324 MI_loss: 21.95834 Detection error: 0.009844481945037842 time: 10:09:15.572702
- B/E: 84 / 249 , Gen_loss: -0.34729925 MI_loss: 21.042713 Detection error: 0.009841561317443848 time: 10:09:16.546786
- B/E: 85 / 249 , Gen_loss: -0.3639239 MI_loss: 21.882 Detection error: 0.009815752506256104 time: 10:09:17.464650
- B/E: 86 / 249 , Gen_loss: -0.36169538 MI_loss: 21.845396 Detection error: 0.009820401668548584 time: 10:09:18.362368
- B/E: 87 / 249 , Gen_loss: -0.35357913 MI_loss: 21.318638 Detection error: 0.009804308414459229 time: 10:09:19.261149
- B/E: 88 / 249 , Gen_loss: -0.35820112 MI_loss: 21.765461 Detection error: 0.00979459285736084 time: 10:09:20.157802
- B/E: 89 / 249 , Gen_loss: -0.36508262 MI_loss: 22.240297 Detection error: 0.00980520248413086 time: 10:09:21.097115
- B/E: 90 / 249 , Gen_loss: -0.35563672 MI_loss: 21.372952 Detection error: 0.009806632995605469 time: 10:09:21.994935
- B/E: 91 / 249 , Gen_loss: -0.35888204 MI_loss: 21.921307 Detection error: 0.009810447692871094 time: 10:09:22.901753
- B/E: 92 / 249 , Gen_loss: -0.34766352 MI_loss: 21.0933 Detection error: 0.009798049926757812 time: 10:09:23.802156
- B/E: 93 / 249 , Gen_loss: -0.3600592 MI_loss: 21.970442 Detection error: 0.009795904159545898 time: 10:09:24.698430
- B/E: 94 / 249 , Gen_loss: -0.35948113 MI_loss: 21.863792 Detection error: 0.009807229042053223 time: 10:09:25.593119
- B/E: 95 / 249 , Gen_loss: -0.35031784 MI_loss: 21.331314 Detection error: 0.009817063808441162 time: 10:09:26.491124
- B/E: 96 / 249 , Gen_loss: -0.36316684 MI_loss: 21.989462 Detection error: 0.009813129901885986 time: 10:09:27.387440
- B/E: 97 / 249 , Gen_loss: -0.3569144 MI_loss: 21.599455 Detection error: 0.009809315204620361 time: 10:09:28.282370
- B/E: 98 / 249 , Gen_loss: -0.36496717 MI_loss: 22.05825 Detection error: 0.009796380996704102 time: 10:09:29.176959
- B/E: 99 / 249 , Gen_loss: -0.35907507 MI_loss: 21.775 Detection error: 0.009795963764190674 time: 10:09:30.058888
- B/E: 100 / 249 , Gen_loss: -0.36012954 MI_loss: 21.812756 Detection error: 0.009798586368560791 time: 10:09:31.029589
- B/E: 101 / 249 , Gen_loss: -0.3608086 MI_loss: 21.882652 Detection error: 0.00980299711227417 time: 10:09:31.921209
- B/E: 102 / 249 , Gen_loss: -0.35361898 MI_loss: 21.437712 Detection error: 0.009800970554351807 time: 10:09:32.749132
- B/E: 103 / 249 , Gen_loss: -0.36343235 MI_loss: 22.129059 Detection error: 0.009799003601074219 time: 10:09:33.601794
- B/E: 104 / 249 , Gen_loss: -0.36283106 MI_loss: 21.903484 Detection error: 0.009799718856811523 time: 10:09:34.513487
- B/E: 105 / 249 , Gen_loss: -0.3564009 MI_loss: 21.646122 Detection error: 0.009802460670471191 time: 10:09:35.411563
- B/E: 106 / 249 , Gen_loss: -0.3658712 MI_loss: 22.124088 Detection error: 0.009797871112823486 time: 10:09:36.305891
- B/E: 107 / 249 , Gen_loss: -0.3525139 MI_loss: 21.394436 Detection error: 0.009801805019378662 time: 10:09:37.202402
- B/E: 108 / 249 , Gen_loss: -0.36292648 MI_loss: 21.905338 Detection error: 0.009802758693695068 time: 10:09:38.102711
- B/E: 109 / 249 , Gen_loss: -0.36002326 MI_loss: 21.824974 Detection error: 0.009802281856536865 time: 10:09:39.000295
- B/E: 110 / 249 , Gen_loss: -0.35668153 MI_loss: 21.525723 Detection error: 0.009794473648071289 time: 10:09:39.898642
- B/E: 111 / 249 , Gen_loss: -0.37424803 MI_loss: 22.53696 Detection error: 0.009794056415557861 time: 10:09:40.808100
- B/E: 112 / 249 , Gen_loss: -0.35846716 MI_loss: 21.545803 Detection error: 0.009791195392608643 time: 10:09:41.705957
- B/E: 113 / 249 , Gen_loss: -0.36153424 MI_loss: 22.048292 Detection error: 0.009798765182495117 time: 10:09:42.603833
- B/E: 114 / 249 , Gen_loss: -0.35619828 MI_loss: 21.550701 Detection error: 0.009797275066375732 time: 10:09:43.503817
- B/E: 115 / 249 , Gen_loss: -0.3595805 MI_loss: 21.751017 Detection error: 0.009796082973480225 time: 10:09:44.399642
- B/E: 116 / 249 , Gen_loss: -0.35608226 MI_loss: 21.602032 Detection error: 0.009792745113372803 time: 10:09:45.382159
- B/E: 117 / 249 , Gen_loss: -0.34634435 MI_loss: 21.101261 Detection error: 0.009792089462280273 time: 10:09:46.280520
- B/E: 118 / 249 , Gen_loss: -0.35497448 MI_loss: 21.47362 Detection error: 0.009785711765289307 time: 10:09:47.181571
- B/E: 119 / 249 , Gen_loss: -0.36334285 MI_loss: 22.067028 Detection error: 0.009783327579498291 time: 10:09:48.077592
- B/E: 120 / 249 , Gen_loss: -0.3680329 MI_loss: 22.370514 Detection error: 0.00978100299835205 time: 10:09:48.978177
- B/E: 121 / 249 , Gen_loss: -0.3538073 MI_loss: 21.49857 Detection error: 0.009786128997802734 time: 10:09:49.882131
- B/E: 122 / 249 , Gen_loss: -0.35737306 MI_loss: 21.631609 Detection error: 0.00977945327758789 time: 10:09:50.778953
- B/E: 123 / 249 , Gen_loss: -0.35745972 MI_loss: 21.650024 Detection error: 0.009771168231964111 time: 10:09:51.678184
- B/E: 124 / 249 , Gen_loss: -0.35885546 MI_loss: 21.721663 Detection error: 0.00977325439453125 time: 10:09:52.599135
- B/E: 125 / 249 , Gen_loss: -0.36470532 MI_loss: 22.023037 Detection error: 0.009777307510375977 time: 10:09:53.497204
- B/E: 126 / 249 , Gen_loss: -0.3628258 MI_loss: 22.07077 Detection error: 0.009784221649169922 time: 10:09:54.396113
- B/E: 127 / 249 , Gen_loss: -0.35530642 MI_loss: 21.648705 Detection error: 0.009786128997802734 time: 10:09:55.313849
- B/E: 128 / 249 , Gen_loss: -0.355502 MI_loss: 21.493156 Detection error: 0.009791195392608643 time: 10:09:56.218841
- B/E: 129 / 249 , Gen_loss: -0.36534917 MI_loss: 22.181015 Detection error: 0.009794473648071289 time: 10:09:57.019693
- B/E: 130 / 249 , Gen_loss: -0.35724306 MI_loss: 21.637632 Detection error: 0.00980079174041748 time: 10:09:57.950984
- B/E: 131 / 249 , Gen_loss: -0.35995078 MI_loss: 21.919336 Detection error: 0.009805142879486084 time: 10:09:58.847856
- B/E: 132 / 249 , Gen_loss: -0.36601073 MI_loss: 22.08067 Detection error: 0.009802401065826416 time: 10:09:59.839152
- B/E: 133 / 249 , Gen_loss: -0.36544338 MI_loss: 22.114891 Detection error: 0.0098036527633667 time: 10:10:00.735286
- B/E: 134 / 249 , Gen_loss: -0.3616458 MI_loss: 22.070042 Detection error: 0.00981438159942627 time: 10:10:01.629798
- B/E: 135 / 249 , Gen_loss: -0.3480213 MI_loss: 21.098196 Detection error: 0.009812474250793457 time: 10:10:02.596879
- B/E: 136 / 249 , Gen_loss: -0.35427904 MI_loss: 21.367867 Detection error: 0.009816348552703857 time: 10:10:03.496575
- B/E: 137 / 249 , Gen_loss: -0.3594509 MI_loss: 21.721352 Detection error: 0.009817957878112793 time: 10:10:04.395919
- B/E: 138 / 249 , Gen_loss: -0.36698663 MI_loss: 22.411472 Detection error: 0.009823262691497803 time: 10:10:05.292934
- B/E: 139 / 249 , Gen_loss: -0.35367432 MI_loss: 21.61424 Detection error: 0.009831011295318604 time: 10:10:06.195450
- B/E: 140 / 249 , Gen_loss: -0.35410556 MI_loss: 21.459173 Detection error: 0.009828031063079834 time: 10:10:07.090560
- B/E: 141 / 249 , Gen_loss: -0.35615087 MI_loss: 21.45827 Detection error: 0.009823501110076904 time: 10:10:07.976450
- B/E: 142 / 249 , Gen_loss: -0.37221506 MI_loss: 22.61749 Detection error: 0.009825170040130615 time: 10:10:08.861114
- B/E: 143 / 249 , Gen_loss: -0.3628588 MI_loss: 21.99471 Detection error: 0.009819865226745605 time: 10:10:09.748702
- B/E: 144 / 249 , Gen_loss: -0.36309335 MI_loss: 22.114065 Detection error: 0.009834706783294678 time: 10:10:10.657698
- B/E: 145 / 249 , Gen_loss: -0.35160574 MI_loss: 21.215645 Detection error: 0.009834766387939453 time: 10:10:11.558800
- B/E: 146 / 249 , Gen_loss: -0.36003342 MI_loss: 21.772223 Detection error: 0.009836733341217041 time: 10:10:12.463202
- B/E: 147 / 249 , Gen_loss: -0.35990155 MI_loss: 21.773396 Detection error: 0.009836375713348389 time: 10:10:13.362496
- B/E: 148 / 249 , Gen_loss: -0.35634482 MI_loss: 21.62981 Detection error: 0.009839117527008057 time: 10:10:14.343784
- B/E: 149 / 249 , Gen_loss: -0.36390537 MI_loss: 22.024035 Detection error: 0.009845614433288574 time: 10:10:15.243396
-
- Test Loss: 10.267115 Test Error: 0.010691642761230469
- -----
- EPOCH: 250
- B/E: 0 / 250 , Gen_loss: -0.35305887 MI_loss: 21.418112 Detection error: 0.010406255722045898 time: 10:10:17.210347
- B/E: 1 / 250 , Gen_loss: -0.34418774 MI_loss: 20.95457 Detection error: 0.01012498140335083 time: 10:10:55.552769
- B/E: 2 / 250 , Gen_loss: -0.35889646 MI_loss: 21.595957 Detection error: 0.009729146957397461 time: 10:10:56.364044
- B/E: 3 / 250 , Gen_loss: -0.35533997 MI_loss: 21.60324 Detection error: 0.009695291519165039 time: 10:10:57.144760
- B/E: 4 / 250 , Gen_loss: -0.3643125 MI_loss: 22.198982 Detection error: 0.0095750093460083 time: 10:10:57.919701
- B/E: 5 / 250 , Gen_loss: -0.3552614 MI_loss: 21.684025 Detection error: 0.009734392166137695 time: 10:10:58.774798
- B/E: 6 / 250 , Gen_loss: -0.3542995 MI_loss: 21.684772 Detection error: 0.009816944599151611 time: 10:10:59.657487
- B/E: 7 / 250 , Gen_loss: -0.36544645 MI_loss: 22.219732 Detection error: 0.009890615940093994 time: 10:11:00.541532
- B/E: 8 / 250 , Gen_loss: -0.3520541 MI_loss: 21.311169 Detection error: 0.009809017181396484 time: 10:11:01.429986
- B/E: 9 / 250 , Gen_loss: -0.36965466 MI_loss: 22.385138 Detection error: 0.009746849536895752 time: 10:11:02.317781
- B/E: 10 / 250 , Gen_loss: -0.37043247 MI_loss: 22.539333 Detection error: 0.009778380393981934 time: 10:11:03.305747
- B/E: 11 / 250 , Gen_loss: -0.36480695 MI_loss: 22.06612 Detection error: 0.009765625 time: 10:11:04.200597
- B/E: 12 / 250 , Gen_loss: -0.36098507 MI_loss: 21.818655 Detection error: 0.009824514389038086 time: 10:11:05.097070
- B/E: 13 / 250 , Gen_loss: -0.3673686 MI_loss: 22.159657 Detection error: 0.009834825992584229 time: 10:11:05.974747
- B/E: 14 / 250 , Gen_loss: -0.3648269 MI_loss: 22.190125 Detection error: 0.00983959436416626 time: 10:11:06.837532
- B/E: 15 / 250 , Gen_loss: -0.35319665 MI_loss: 21.56931 Detection error: 0.00981837511062622 time: 10:11:07.746819
- B/E: 16 / 250 , Gen_loss: -0.3662977 MI_loss: 22.091782 Detection error: 0.009834587574005127 time: 10:11:08.630194
- B/E: 17 / 250 , Gen_loss: -0.35782588 MI_loss: 21.694323 Detection error: 0.009809017181396484 time: 10:11:09.518623
- B/E: 18 / 250 , Gen_loss: -0.35682636 MI_loss: 21.574553 Detection error: 0.00974506139755249 time: 10:11:10.424852
- B/E: 19 / 250 , Gen_loss: -0.36222568 MI_loss: 22.21192 Detection error: 0.009773433208465576 time: 10:11:11.312511
- B/E: 20 / 250 , Gen_loss: -0.36142343 MI_loss: 21.926334 Detection error: 0.00979316234588623 time: 10:11:12.197758
- B/E: 21 / 250 , Gen_loss: -0.3571618 MI_loss: 21.721155 Detection error: 0.009792625904083252 time: 10:11:13.131188
- B/E: 22 / 250 , Gen_loss: -0.3541171 MI_loss: 21.422873 Detection error: 0.009777188301086426 time: 10:11:14.019374
- B/E: 23 / 250 , Gen_loss: -0.36234617 MI_loss: 21.845879 Detection error: 0.009781241416931152 time: 10:11:14.846625
- B/E: 24 / 250 , Gen_loss: -0.36109483 MI_loss: 22.002249 Detection error: 0.00977623462677002 time: 10:11:15.682556
- B/E: 25 / 250 , Gen_loss: -0.36042386 MI_loss: 21.751461 Detection error: 0.009808897972106934 time: 10:11:16.560093
- B/E: 26 / 250 , Gen_loss: -0.34992105 MI_loss: 21.377237 Detection error: 0.009855329990386963 time: 10:11:17.412257
- B/E: 27 / 250 , Gen_loss: -0.3645768 MI_loss: 22.387136 Detection error: 0.009852707386016846 time: 10:11:18.254306
- B/E: 28 / 250 , Gen_loss: -0.3542609 MI_loss: 21.489231 Detection error: 0.009864211082458496 time: 10:11:19.142321
- B/E: 29 / 250 , Gen_loss: -0.36004913 MI_loss: 21.882853 Detection error: 0.009886443614959717 time: 10:11:20.028650
- B/E: 30 / 250 , Gen_loss: -0.3592969 MI_loss: 21.818882 Detection error: 0.00984877347946167 time: 10:11:20.913571
- B/E: 31 / 250 , Gen_loss: -0.35817057 MI_loss: 21.63529 Detection error: 0.00983494520187378 time: 10:11:21.803891
- B/E: 32 / 250 , Gen_loss: -0.35887918 MI_loss: 21.934376 Detection error: 0.009852290153503418 time: 10:11:22.701820
- B/E: 33 / 250 , Gen_loss: -0.3606677 MI_loss: 21.743912 Detection error: 0.009817123413085938 time: 10:11:23.587890
- B/E: 34 / 250 , Gen_loss: -0.35492235 MI_loss: 21.581923 Detection error: 0.009830355644226074 time: 10:11:24.486947
- B/E: 35 / 250 , Gen_loss: -0.36272264 MI_loss: 22.033653 Detection error: 0.009809017181396484 time: 10:11:25.378803
- B/E: 36 / 250 , Gen_loss: -0.3705075 MI_loss: 22.437315 Detection error: 0.00980830192565918 time: 10:11:26.268362
- B/E: 37 / 250 , Gen_loss: -0.36043894 MI_loss: 21.881561 Detection error: 0.00980919599533081 time: 10:11:27.146949
- B/E: 38 / 250 , Gen_loss: -0.3656714 MI_loss: 22.086767 Detection error: 0.009829342365264893 time: 10:11:28.033226
- B/E: 39 / 250 , Gen_loss: -0.35593462 MI_loss: 21.41424 Detection error: 0.009817957878112793 time: 10:11:28.855135
- B/E: 40 / 250 , Gen_loss: -0.35821033 MI_loss: 21.63226 Detection error: 0.009809434413909912 time: 10:11:29.623670
- B/E: 41 / 250 , Gen_loss: -0.35782245 MI_loss: 21.71145 Detection error: 0.009812474250793457 time: 10:11:30.478338
- B/E: 42 / 250 , Gen_loss: -0.35519782 MI_loss: 21.471352 Detection error: 0.009797215461730957 time: 10:11:31.273620
- B/E: 43 / 250 , Gen_loss: -0.37018827 MI_loss: 22.347496 Detection error: 0.009799003601074219 time: 10:11:32.162015
- B/E: 44 / 250 , Gen_loss: -0.34914705 MI_loss: 21.391464 Detection error: 0.009811103343963623 time: 10:11:33.045775
- B/E: 45 / 250 , Gen_loss: -0.35988528 MI_loss: 21.801388 Detection error: 0.009816586971282959 time: 10:11:33.931060
- B/E: 46 / 250 , Gen_loss: -0.35517234 MI_loss: 21.46711 Detection error: 0.009833097457885742 time: 10:11:34.810374
- B/E: 47 / 250 , Gen_loss: -0.3546993 MI_loss: 21.435137 Detection error: 0.009838521480560303 time: 10:11:35.693335
- B/E: 48 / 250 , Gen_loss: -0.36591735 MI_loss: 22.22585 Detection error: 0.009846329689025879 time: 10:11:36.578802
- B/E: 49 / 250 , Gen_loss: -0.3506236 MI_loss: 21.04617 Detection error: 0.00985252857208252 time: 10:11:37.458429
- B/E: 50 / 250 , Gen_loss: -0.35020092 MI_loss: 21.309431 Detection error: 0.00985109806060791 time: 10:11:38.346498
- B/E: 51 / 250 , Gen_loss: -0.3588485 MI_loss: 21.90473 Detection error: 0.009853363037109375 time: 10:11:39.172546
- B/E: 52 / 250 , Gen_loss: -0.3515647 MI_loss: 21.195944 Detection error: 0.009854376316070557 time: 10:11:39.956703
- B/E: 53 / 250 , Gen_loss: -0.3648341 MI_loss: 22.16535 Detection error: 0.009866893291473389 time: 10:11:40.733010
- B/E: 54 / 250 , Gen_loss: -0.35207283 MI_loss: 21.29618 Detection error: 0.00986248254776001 time: 10:11:41.504265
- B/E: 55 / 250 , Gen_loss: -0.36908004 MI_loss: 22.405296 Detection error: 0.00985097885131836 time: 10:11:42.373697
- B/E: 56 / 250 , Gen_loss: -0.36267257 MI_loss: 21.917765 Detection error: 0.00983881950378418 time: 10:11:43.260631
- B/E: 57 / 250 , Gen_loss: -0.36440513 MI_loss: 22.035917 Detection error: 0.009832441806793213 time: 10:11:44.229612
- B/E: 58 / 250 , Gen_loss: -0.3635373 MI_loss: 22.185097 Detection error: 0.009820997714996338 time: 10:11:45.118864
- B/E: 59 / 250 , Gen_loss: -0.35677776 MI_loss: 21.544949 Detection error: 0.009836435317993164 time: 10:11:46.003347
- B/E: 60 / 250 , Gen_loss: -0.36352476 MI_loss: 21.930283 Detection error: 0.009827852249145508 time: 10:11:46.889764
- B/E: 61 / 250 , Gen_loss: -0.3488167 MI_loss: 21.126081 Detection error: 0.009831130504608154 time: 10:11:47.776757
- B/E: 62 / 250 , Gen_loss: -0.36371556 MI_loss: 22.172152 Detection error: 0.009829878807067871 time: 10:11:48.660078
- B/E: 63 / 250 , Gen_loss: -0.36511838 MI_loss: 22.202837 Detection error: 0.009836912155151367 time: 10:11:49.546014
- B/E: 64 / 250 , Gen_loss: -0.3610775 MI_loss: 21.807335 Detection error: 0.009829819202423096 time: 10:11:50.427969
- B/E: 65 / 250 , Gen_loss: -0.35305285 MI_loss: 21.33049 Detection error: 0.00983572006225586 time: 10:11:51.426394
- B/E: 66 / 250 , Gen_loss: -0.36574775 MI_loss: 22.233215 Detection error: 0.00982975959777832 time: 10:11:52.307862
- B/E: 67 / 250 , Gen_loss: -0.36417252 MI_loss: 21.979813 Detection error: 0.009819865226745605 time: 10:11:53.193656
- B/E: 68 / 250 , Gen_loss: -0.36392316 MI_loss: 22.150427 Detection error: 0.009828805923461914 time: 10:11:54.099501
- B/E: 69 / 250 , Gen_loss: -0.35609213 MI_loss: 21.51038 Detection error: 0.009827673435211182 time: 10:11:54.982918
- B/E: 70 / 250 , Gen_loss: -0.37275752 MI_loss: 22.524132 Detection error: 0.00982743501663208 time: 10:11:55.864932
- B/E: 71 / 250 , Gen_loss: -0.35482836 MI_loss: 21.447695 Detection error: 0.009829878807067871 time: 10:11:56.768155
- B/E: 72 / 250 , Gen_loss: -0.36918652 MI_loss: 22.284838 Detection error: 0.00982576608657837 time: 10:11:57.654226
- B/E: 73 / 250 , Gen_loss: -0.36563444 MI_loss: 22.122293 Detection error: 0.009826838970184326 time: 10:11:58.635877
- B/E: 74 / 250 , Gen_loss: -0.3539613 MI_loss: 21.55059 Detection error: 0.00982290506362915 time: 10:11:59.524776
- B/E: 75 / 250 , Gen_loss: -0.3565277 MI_loss: 21.668066 Detection error: 0.009809613227844238 time: 10:12:00.407503
- B/E: 76 / 250 , Gen_loss: -0.36511236 MI_loss: 22.167084 Detection error: 0.009827136993408203 time: 10:12:01.296078
- B/E: 77 / 250 , Gen_loss: -0.36530337 MI_loss: 22.090755 Detection error: 0.009817302227020264 time: 10:12:02.147853
- B/E: 78 / 250 , Gen_loss: -0.36115783 MI_loss: 21.797552 Detection error: 0.009814083576202393 time: 10:12:02.992609
- B/E: 79 / 250 , Gen_loss: -0.36253414 MI_loss: 21.987896 Detection error: 0.009826958179473877 time: 10:12:03.901483
- B/E: 80 / 250 , Gen_loss: -0.36086014 MI_loss: 21.89724 Detection error: 0.00984334945678711 time: 10:12:04.786641
- B/E: 81 / 250 , Gen_loss: -0.35482535 MI_loss: 21.510538 Detection error: 0.00982964038848877 time: 10:12:05.672784
- B/E: 82 / 250 , Gen_loss: -0.36056906 MI_loss: 21.699553 Detection error: 0.009830951690673828 time: 10:12:06.557153
- B/E: 83 / 250 , Gen_loss: -0.36592174 MI_loss: 22.067219 Detection error: 0.009827017784118652 time: 10:12:07.442990
- B/E: 84 / 250 , Gen_loss: -0.36183736 MI_loss: 22.03454 Detection error: 0.00982755422592163 time: 10:12:08.336145
- B/E: 85 / 250 , Gen_loss: -0.36055478 MI_loss: 21.713106 Detection error: 0.009807050228118896 time: 10:12:09.217228
- B/E: 86 / 250 , Gen_loss: -0.36371183 MI_loss: 21.926645 Detection error: 0.009806394577026367 time: 10:12:10.097059
- B/E: 87 / 250 , Gen_loss: -0.3546628 MI_loss: 21.435251 Detection error: 0.009794771671295166 time: 10:12:10.996424
- B/E: 88 / 250 , Gen_loss: -0.35029265 MI_loss: 21.151321 Detection error: 0.009784042835235596 time: 10:12:11.885901
- B/E: 89 / 250 , Gen_loss: -0.37164328 MI_loss: 22.56657 Detection error: 0.009792685508728027 time: 10:12:12.852987
- B/E: 90 / 250 , Gen_loss: -0.3573606 MI_loss: 21.55433 Detection error: 0.009796380996704102 time: 10:12:13.741005
- B/E: 91 / 250 , Gen_loss: -0.35669678 MI_loss: 21.545143 Detection error: 0.009799599647521973 time: 10:12:14.628062
- B/E: 92 / 250 , Gen_loss: -0.3564589 MI_loss: 21.64614 Detection error: 0.009782910346984863 time: 10:12:15.510810
- B/E: 93 / 250 , Gen_loss: -0.35941163 MI_loss: 21.856092 Detection error: 0.009782910346984863 time: 10:12:16.393789
- B/E: 94 / 250 , Gen_loss: -0.35347405 MI_loss: 21.552486 Detection error: 0.009793102741241455 time: 10:12:17.278932
- B/E: 95 / 250 , Gen_loss: -0.36608344 MI_loss: 22.1108 Detection error: 0.009799480438232422 time: 10:12:18.165462
- B/E: 96 / 250 , Gen_loss: -0.3707 MI_loss: 22.521912 Detection error: 0.009802818298339844 time: 10:12:19.053781
- B/E: 97 / 250 , Gen_loss: -0.3791657 MI_loss: 22.993254 Detection error: 0.009795904159545898 time: 10:12:19.941978
- B/E: 98 / 250 , Gen_loss: -0.3709477 MI_loss: 22.415623 Detection error: 0.009780943393707275 time: 10:12:20.831930
- B/E: 99 / 250 , Gen_loss: -0.36278763 MI_loss: 22.032318 Detection error: 0.009783148765563965 time: 10:12:21.685305
- B/E: 100 / 250 , Gen_loss: -0.3652641 MI_loss: 22.103975 Detection error: 0.009783744812011719 time: 10:12:22.556447
- B/E: 101 / 250 , Gen_loss: -0.36761606 MI_loss: 22.34257 Detection error: 0.0097886323928833 time: 10:12:23.438534
- B/E: 102 / 250 , Gen_loss: -0.3584102 MI_loss: 21.808239 Detection error: 0.00978761911392212 time: 10:12:24.326565
- B/E: 103 / 250 , Gen_loss: -0.37002915 MI_loss: 22.397417 Detection error: 0.009783327579498291 time: 10:12:25.214382
- B/E: 104 / 250 , Gen_loss: -0.36101237 MI_loss: 21.910198 Detection error: 0.009788990020751953 time: 10:12:26.098583
- B/E: 105 / 250 , Gen_loss: -0.35626486 MI_loss: 21.606611 Detection error: 0.0097847580909729 time: 10:12:27.063929
- B/E: 106 / 250 , Gen_loss: -0.36864254 MI_loss: 22.328213 Detection error: 0.00978618860244751 time: 10:12:27.945799
- B/E: 107 / 250 , Gen_loss: -0.36858392 MI_loss: 22.46903 Detection error: 0.009790241718292236 time: 10:12:28.754065
- B/E: 108 / 250 , Gen_loss: -0.36968765 MI_loss: 22.508163 Detection error: 0.009793281555175781 time: 10:12:29.606117
- B/E: 109 / 250 , Gen_loss: -0.35366917 MI_loss: 21.37589 Detection error: 0.009792923927307129 time: 10:12:30.478183
- B/E: 110 / 250 , Gen_loss: -0.35975263 MI_loss: 21.786757 Detection error: 0.00978153944015503 time: 10:12:31.392481
- B/E: 111 / 250 , Gen_loss: -0.36330163 MI_loss: 22.13653 Detection error: 0.009778439998626709 time: 10:12:32.274281
- B/E: 112 / 250 , Gen_loss: -0.35874712 MI_loss: 21.755674 Detection error: 0.009780704975128174 time: 10:12:33.161282
- B/E: 113 / 250 , Gen_loss: -0.3666173 MI_loss: 22.291292 Detection error: 0.009786725044250488 time: 10:12:34.063258
- B/E: 114 / 250 , Gen_loss: -0.3573047 MI_loss: 21.702635 Detection error: 0.009785056114196777 time: 10:12:34.884284
- B/E: 115 / 250 , Gen_loss: -0.36155033 MI_loss: 21.727213 Detection error: 0.009783923625946045 time: 10:12:35.724159
- B/E: 116 / 250 , Gen_loss: -0.35338196 MI_loss: 21.387386 Detection error: 0.009784996509552002 time: 10:12:36.634007
- B/E: 117 / 250 , Gen_loss: -0.3598 MI_loss: 21.825256 Detection error: 0.009785234928131104 time: 10:12:37.519578
- B/E: 118 / 250 , Gen_loss: -0.35078987 MI_loss: 21.154034 Detection error: 0.00978153944015503 time: 10:12:38.406668
- B/E: 119 / 250 , Gen_loss: -0.36767474 MI_loss: 22.301344 Detection error: 0.009778141975402832 time: 10:12:39.291468
- B/E: 120 / 250 , Gen_loss: -0.35373327 MI_loss: 21.525934 Detection error: 0.00977325439453125 time: 10:12:40.189170
- B/E: 121 / 250 , Gen_loss: -0.35504487 MI_loss: 21.595207 Detection error: 0.009774088859558105 time: 10:12:41.169661
- B/E: 122 / 250 , Gen_loss: -0.3706916 MI_loss: 22.400417 Detection error: 0.009767532348632812 time: 10:12:42.050411
- B/E: 123 / 250 , Gen_loss: -0.35774815 MI_loss: 21.7766 Detection error: 0.009763598442077637 time: 10:12:42.942153
- B/E: 124 / 250 , Gen_loss: -0.35964888 MI_loss: 21.928537 Detection error: 0.009764254093170166 time: 10:12:43.863171
- B/E: 125 / 250 , Gen_loss: -0.35353062 MI_loss: 21.434097 Detection error: 0.009765625 time: 10:12:44.750061
- B/E: 126 / 250 , Gen_loss: -0.3614355 MI_loss: 22.026695 Detection error: 0.009776055812835693 time: 10:12:45.636560
- B/E: 127 / 250 , Gen_loss: -0.34892917 MI_loss: 21.077267 Detection error: 0.00977247953414917 time: 10:12:46.520045
- B/E: 128 / 250 , Gen_loss: -0.36385414 MI_loss: 22.085545 Detection error: 0.009781241416931152 time: 10:12:47.406511
- B/E: 129 / 250 , Gen_loss: -0.3620904 MI_loss: 22.00545 Detection error: 0.009785115718841553 time: 10:12:48.313930
- B/E: 130 / 250 , Gen_loss: -0.3575279 MI_loss: 21.614063 Detection error: 0.009790778160095215 time: 10:12:49.201300
- B/E: 131 / 250 , Gen_loss: -0.3659258 MI_loss: 22.186222 Detection error: 0.009796380996704102 time: 10:12:50.088480
- B/E: 132 / 250 , Gen_loss: -0.36781147 MI_loss: 22.108892 Detection error: 0.00979393720626831 time: 10:12:50.970439
- B/E: 133 / 250 , Gen_loss: -0.3540456 MI_loss: 21.413374 Detection error: 0.009796619415283203 time: 10:12:51.863714
- B/E: 134 / 250 , Gen_loss: -0.3534026 MI_loss: 21.466412 Detection error: 0.009800910949707031 time: 10:12:52.747410
- B/E: 135 / 250 , Gen_loss: -0.3602113 MI_loss: 21.732435 Detection error: 0.009804487228393555 time: 10:12:53.636062
- B/E: 136 / 250 , Gen_loss: -0.35541123 MI_loss: 21.463858 Detection error: 0.009807229042053223 time: 10:12:54.528090
- B/E: 137 / 250 , Gen_loss: -0.3636118 MI_loss: 22.036175 Detection error: 0.00980907678604126 time: 10:12:55.512238
- B/E: 138 / 250 , Gen_loss: -0.36620113 MI_loss: 22.211576 Detection error: 0.009811162948608398 time: 10:12:56.397605
- B/E: 139 / 250 , Gen_loss: -0.3563786 MI_loss: 21.616001 Detection error: 0.009816944599151611 time: 10:12:57.290171
- B/E: 140 / 250 , Gen_loss: -0.3589469 MI_loss: 21.74144 Detection error: 0.009816944599151611 time: 10:12:58.172527
- B/E: 141 / 250 , Gen_loss: -0.3695404 MI_loss: 22.354282 Detection error: 0.009811639785766602 time: 10:12:59.056147
- B/E: 142 / 250 , Gen_loss: -0.36055478 MI_loss: 21.835058 Detection error: 0.009814679622650146 time: 10:12:59.938539
- B/E: 143 / 250 , Gen_loss: -0.3584318 MI_loss: 21.687666 Detection error: 0.00981229543685913 time: 10:13:00.824025
- B/E: 144 / 250 , Gen_loss: -0.3655817 MI_loss: 22.181822 Detection error: 0.009824812412261963 time: 10:13:01.711072
- B/E: 145 / 250 , Gen_loss: -0.3554172 MI_loss: 21.555777 Detection error: 0.00982964038848877 time: 10:13:02.598890
- B/E: 146 / 250 , Gen_loss: -0.3577071 MI_loss: 21.643436 Detection error: 0.009829938411712646 time: 10:13:03.484671
- B/E: 147 / 250 , Gen_loss: -0.3584661 MI_loss: 21.620277 Detection error: 0.009829401969909668 time: 10:13:04.387980
- B/E: 148 / 250 , Gen_loss: -0.3521305 MI_loss: 21.25071 Detection error: 0.009829044342041016 time: 10:13:05.270999
- B/E: 149 / 250 , Gen_loss: -0.3642487 MI_loss: 22.2122 Detection error: 0.009838521480560303 time: 10:13:06.149721
-
- Test Loss: 10.263243 Test Error: 0.010691642761230469
- -----
- EPOCH: 251
- B/E: 0 / 251 , Gen_loss: -0.35746622 MI_loss: 21.619164 Detection error: 0.010343730449676514 time: 10:13:08.120689
- B/E: 1 / 251 , Gen_loss: -0.3493337 MI_loss: 21.169746 Detection error: 0.010375022888183594 time: 10:13:46.126528
- B/E: 2 / 251 , Gen_loss: -0.36620805 MI_loss: 22.14709 Detection error: 0.009843766689300537 time: 10:13:47.150446
- B/E: 3 / 251 , Gen_loss: -0.35714868 MI_loss: 21.589153 Detection error: 0.009648442268371582 time: 10:13:48.048007
- B/E: 4 / 251 , Gen_loss: -0.36311302 MI_loss: 22.004295 Detection error: 0.009737491607666016 time: 10:13:48.936389
- B/E: 5 / 251 , Gen_loss: -0.37057206 MI_loss: 22.589788 Detection error: 0.009770810604095459 time: 10:13:49.846165
- B/E: 6 / 251 , Gen_loss: -0.3550338 MI_loss: 21.560625 Detection error: 0.009781241416931152 time: 10:13:50.727034
- B/E: 7 / 251 , Gen_loss: -0.36637712 MI_loss: 22.22377 Detection error: 0.009886741638183594 time: 10:13:51.615422
- B/E: 8 / 251 , Gen_loss: -0.36992502 MI_loss: 22.321846 Detection error: 0.009815990924835205 time: 10:13:52.520561
- B/E: 9 / 251 , Gen_loss: -0.3602415 MI_loss: 21.911133 Detection error: 0.009781241416931152 time: 10:13:53.324687
- B/E: 10 / 251 , Gen_loss: -0.36946177 MI_loss: 22.492907 Detection error: 0.009801149368286133 time: 10:13:54.102972
- B/E: 11 / 251 , Gen_loss: -0.36466295 MI_loss: 22.047924 Detection error: 0.009812474250793457 time: 10:13:54.894563
- B/E: 12 / 251 , Gen_loss: -0.35454163 MI_loss: 21.37121 Detection error: 0.009889423847198486 time: 10:13:55.669267
- B/E: 13 / 251 , Gen_loss: -0.35262853 MI_loss: 21.373621 Detection error: 0.009890615940093994 time: 10:13:56.563940
- B/E: 14 / 251 , Gen_loss: -0.37002575 MI_loss: 22.42756 Detection error: 0.009860396385192871 time: 10:13:57.433795
- B/E: 15 / 251 , Gen_loss: -0.36061263 MI_loss: 21.783188 Detection error: 0.009878933429718018 time: 10:13:58.307415
- B/E: 16 / 251 , Gen_loss: -0.35849276 MI_loss: 21.532675 Detection error: 0.009849250316619873 time: 10:13:59.197842
- B/E: 17 / 251 , Gen_loss: -0.3536834 MI_loss: 21.459915 Detection error: 0.00982290506362915 time: 10:14:00.085197
- B/E: 18 / 251 , Gen_loss: -0.34999716 MI_loss: 21.267876 Detection error: 0.009791135787963867 time: 10:14:01.067250
- B/E: 19 / 251 , Gen_loss: -0.36484438 MI_loss: 22.253166 Detection error: 0.009778141975402832 time: 10:14:01.949326
- B/E: 20 / 251 , Gen_loss: -0.36535162 MI_loss: 22.150772 Detection error: 0.009816944599151611 time: 10:14:02.840065
- B/E: 21 / 251 , Gen_loss: -0.3478986 MI_loss: 21.173225 Detection error: 0.009832382202148438 time: 10:14:03.728286
- B/E: 22 / 251 , Gen_loss: -0.36334243 MI_loss: 22.070868 Detection error: 0.009820640087127686 time: 10:14:04.533072
- B/E: 23 / 251 , Gen_loss: -0.36243266 MI_loss: 21.854868 Detection error: 0.00980466604232788 time: 10:14:05.385633
- B/E: 24 / 251 , Gen_loss: -0.3658364 MI_loss: 22.150595 Detection error: 0.009811222553253174 time: 10:14:06.267584
- B/E: 25 / 251 , Gen_loss: -0.35892326 MI_loss: 21.726734 Detection error: 0.00981128215789795 time: 10:14:07.151505
- B/E: 26 / 251 , Gen_loss: -0.3623118 MI_loss: 21.947039 Detection error: 0.009862244129180908 time: 10:14:07.953603
- B/E: 27 / 251 , Gen_loss: -0.36008564 MI_loss: 21.972975 Detection error: 0.009862720966339111 time: 10:14:08.734595
- B/E: 28 / 251 , Gen_loss: -0.34854808 MI_loss: 21.315346 Detection error: 0.009882569313049316 time: 10:14:09.630653
- B/E: 29 / 251 , Gen_loss: -0.3674093 MI_loss: 22.311813 Detection error: 0.009897887706756592 time: 10:14:10.522927
- B/E: 30 / 251 , Gen_loss: -0.3573355 MI_loss: 21.63771 Detection error: 0.00988006591796875 time: 10:14:11.408658
- B/E: 31 / 251 , Gen_loss: -0.3618673 MI_loss: 21.9916 Detection error: 0.009847640991210938 time: 10:14:12.379176
- B/E: 32 / 251 , Gen_loss: -0.35746905 MI_loss: 21.790142 Detection error: 0.009856998920440674 time: 10:14:13.194035
- B/E: 33 / 251 , Gen_loss: -0.3551382 MI_loss: 21.447525 Detection error: 0.009834587574005127 time: 10:14:13.968755
- B/E: 34 / 251 , Gen_loss: -0.35805577 MI_loss: 21.774422 Detection error: 0.009829461574554443 time: 10:14:14.830127
- B/E: 35 / 251 , Gen_loss: -0.36363134 MI_loss: 22.018002 Detection error: 0.009809911251068115 time: 10:14:15.655639
- B/E: 36 / 251 , Gen_loss: -0.3691585 MI_loss: 22.493065 Detection error: 0.009807407855987549 time: 10:14:16.428957
- B/E: 37 / 251 , Gen_loss: -0.36373404 MI_loss: 21.966335 Detection error: 0.009814977645874023 time: 10:14:17.215158
- B/E: 38 / 251 , Gen_loss: -0.35307303 MI_loss: 21.418625 Detection error: 0.009832561016082764 time: 10:14:17.996821
- B/E: 39 / 251 , Gen_loss: -0.35813788 MI_loss: 21.681099 Detection error: 0.009813308715820312 time: 10:14:18.856956
- B/E: 40 / 251 , Gen_loss: -0.3672609 MI_loss: 22.204182 Detection error: 0.009797275066375732 time: 10:14:19.740661
- B/E: 41 / 251 , Gen_loss: -0.351558 MI_loss: 21.31267 Detection error: 0.009814739227294922 time: 10:14:20.622897
- B/E: 42 / 251 , Gen_loss: -0.35442206 MI_loss: 21.560068 Detection error: 0.00980597734451294 time: 10:14:21.512662
- B/E: 43 / 251 , Gen_loss: -0.37331104 MI_loss: 22.371878 Detection error: 0.009808242321014404 time: 10:14:22.400410
- B/E: 44 / 251 , Gen_loss: -0.36229295 MI_loss: 21.951744 Detection error: 0.009811818599700928 time: 10:14:23.257324
- B/E: 45 / 251 , Gen_loss: -0.36424333 MI_loss: 22.090403 Detection error: 0.009816586971282959 time: 10:14:24.028021
- B/E: 46 / 251 , Gen_loss: -0.35608467 MI_loss: 21.552458 Detection error: 0.009834468364715576 time: 10:14:24.819708
- B/E: 47 / 251 , Gen_loss: -0.36775818 MI_loss: 22.287085 Detection error: 0.009839177131652832 time: 10:14:25.602773
- B/E: 48 / 251 , Gen_loss: -0.3688035 MI_loss: 22.38812 Detection error: 0.009848237037658691 time: 10:14:26.512875
- B/E: 49 / 251 , Gen_loss: -0.3533467 MI_loss: 21.49194 Detection error: 0.00985497236251831 time: 10:14:27.402839
- B/E: 50 / 251 , Gen_loss: -0.35794738 MI_loss: 21.659166 Detection error: 0.009852945804595947 time: 10:14:28.289106
- B/E: 51 / 251 , Gen_loss: -0.35223445 MI_loss: 21.582047 Detection error: 0.009858787059783936 time: 10:14:29.167668
- B/E: 52 / 251 , Gen_loss: -0.3691966 MI_loss: 22.427288 Detection error: 0.009858489036560059 time: 10:14:30.064279
- B/E: 53 / 251 , Gen_loss: -0.3748335 MI_loss: 22.512516 Detection error: 0.009867489337921143 time: 10:14:30.952663
- B/E: 54 / 251 , Gen_loss: -0.35593152 MI_loss: 21.795223 Detection error: 0.009881258010864258 time: 10:14:31.833259
- B/E: 55 / 251 , Gen_loss: -0.35963923 MI_loss: 21.702671 Detection error: 0.009857714176177979 time: 10:14:32.720145
- B/E: 56 / 251 , Gen_loss: -0.36309028 MI_loss: 21.96161 Detection error: 0.009843230247497559 time: 10:14:33.734591
- B/E: 57 / 251 , Gen_loss: -0.36607212 MI_loss: 22.222088 Detection error: 0.009834051132202148 time: 10:14:34.552000
- B/E: 58 / 251 , Gen_loss: -0.36152712 MI_loss: 21.890667 Detection error: 0.009826242923736572 time: 10:14:35.324227
- B/E: 59 / 251 , Gen_loss: -0.36079168 MI_loss: 21.802443 Detection error: 0.009843230247497559 time: 10:14:36.123557
- B/E: 60 / 251 , Gen_loss: -0.36887327 MI_loss: 22.38288 Detection error: 0.009842753410339355 time: 10:14:36.897804
- B/E: 61 / 251 , Gen_loss: -0.36314204 MI_loss: 21.945951 Detection error: 0.009840250015258789 time: 10:14:37.684911
- B/E: 62 / 251 , Gen_loss: -0.35849944 MI_loss: 21.822653 Detection error: 0.009846210479736328 time: 10:14:38.581520
- B/E: 63 / 251 , Gen_loss: -0.35860074 MI_loss: 21.666159 Detection error: 0.009843766689300537 time: 10:14:39.561466
- B/E: 64 / 251 , Gen_loss: -0.3510014 MI_loss: 21.526058 Detection error: 0.009837508201599121 time: 10:14:40.443062
- B/E: 65 / 251 , Gen_loss: -0.36628014 MI_loss: 22.107899 Detection error: 0.009843766689300537 time: 10:14:41.329718
- B/E: 66 / 251 , Gen_loss: -0.36309052 MI_loss: 22.051092 Detection error: 0.00984424352645874 time: 10:14:42.217158
- B/E: 67 / 251 , Gen_loss: -0.3704292 MI_loss: 22.308308 Detection error: 0.009828150272369385 time: 10:14:43.095871
- B/E: 68 / 251 , Gen_loss: -0.3523003 MI_loss: 21.525726 Detection error: 0.009834229946136475 time: 10:14:43.978946
- B/E: 69 / 251 , Gen_loss: -0.35286874 MI_loss: 21.30126 Detection error: 0.009842872619628906 time: 10:14:44.866131
- B/E: 70 / 251 , Gen_loss: -0.3714497 MI_loss: 22.45438 Detection error: 0.00983494520187378 time: 10:14:45.755923
- B/E: 71 / 251 , Gen_loss: -0.35811856 MI_loss: 21.744736 Detection error: 0.009833753108978271 time: 10:14:46.636867
- B/E: 72 / 251 , Gen_loss: -0.36051464 MI_loss: 21.864017 Detection error: 0.009839057922363281 time: 10:14:47.515638
- B/E: 73 / 251 , Gen_loss: -0.36693123 MI_loss: 22.290054 Detection error: 0.009832322597503662 time: 10:14:48.403816
- B/E: 74 / 251 , Gen_loss: -0.3590812 MI_loss: 21.926289 Detection error: 0.009833335876464844 time: 10:14:49.210198
- B/E: 75 / 251 , Gen_loss: -0.35436866 MI_loss: 21.495167 Detection error: 0.009826898574829102 time: 10:14:50.016658
- B/E: 76 / 251 , Gen_loss: -0.3527566 MI_loss: 21.506723 Detection error: 0.009831547737121582 time: 10:14:50.910736
- B/E: 77 / 251 , Gen_loss: -0.3501694 MI_loss: 21.223639 Detection error: 0.009828925132751465 time: 10:14:51.794965
- B/E: 78 / 251 , Gen_loss: -0.35713366 MI_loss: 21.509947 Detection error: 0.00982356071472168 time: 10:14:52.679446
- B/E: 79 / 251 , Gen_loss: -0.3655447 MI_loss: 22.01323 Detection error: 0.00983518362045288 time: 10:14:53.650779
- B/E: 80 / 251 , Gen_loss: -0.36140543 MI_loss: 22.000011 Detection error: 0.009846091270446777 time: 10:14:54.535370
- B/E: 81 / 251 , Gen_loss: -0.3588238 MI_loss: 21.694016 Detection error: 0.009830057621002197 time: 10:14:55.416681
- B/E: 82 / 251 , Gen_loss: -0.35290095 MI_loss: 21.393072 Detection error: 0.009829461574554443 time: 10:14:56.298882
- B/E: 83 / 251 , Gen_loss: -0.35863867 MI_loss: 21.705301 Detection error: 0.009836673736572266 time: 10:14:57.109446
- B/E: 84 / 251 , Gen_loss: -0.3478387 MI_loss: 21.182465 Detection error: 0.0098341703414917 time: 10:14:57.979263
- B/E: 85 / 251 , Gen_loss: -0.36127797 MI_loss: 21.84873 Detection error: 0.009812891483306885 time: 10:14:58.858207
- B/E: 86 / 251 , Gen_loss: -0.34831804 MI_loss: 21.158659 Detection error: 0.00981360673904419 time: 10:14:59.747584
- B/E: 87 / 251 , Gen_loss: -0.35502613 MI_loss: 21.534353 Detection error: 0.00980079174041748 time: 10:15:00.627047
- B/E: 88 / 251 , Gen_loss: -0.36499485 MI_loss: 22.197247 Detection error: 0.009794950485229492 time: 10:15:01.506245
- B/E: 89 / 251 , Gen_loss: -0.35693133 MI_loss: 21.692726 Detection error: 0.0098000168800354 time: 10:15:02.399045
- B/E: 90 / 251 , Gen_loss: -0.35803992 MI_loss: 21.671188 Detection error: 0.009806990623474121 time: 10:15:03.282547
- B/E: 91 / 251 , Gen_loss: -0.35989776 MI_loss: 21.818542 Detection error: 0.009805023670196533 time: 10:15:04.171287
- B/E: 92 / 251 , Gen_loss: -0.35796744 MI_loss: 21.58622 Detection error: 0.009793341159820557 time: 10:15:05.016539
- B/E: 93 / 251 , Gen_loss: -0.348416 MI_loss: 21.11406 Detection error: 0.009795904159545898 time: 10:15:05.806365
- B/E: 94 / 251 , Gen_loss: -0.36270702 MI_loss: 21.975578 Detection error: 0.009804606437683105 time: 10:15:06.589443
- B/E: 95 / 251 , Gen_loss: -0.35825327 MI_loss: 21.757727 Detection error: 0.009812474250793457 time: 10:15:07.440791
- B/E: 96 / 251 , Gen_loss: -0.35368577 MI_loss: 21.445301 Detection error: 0.009808003902435303 time: 10:15:08.298899
- B/E: 97 / 251 , Gen_loss: -0.36399862 MI_loss: 21.978235 Detection error: 0.009805798530578613 time: 10:15:09.178532
- B/E: 98 / 251 , Gen_loss: -0.35645592 MI_loss: 21.588814 Detection error: 0.009793221950531006 time: 10:15:10.063313
- B/E: 99 / 251 , Gen_loss: -0.3683002 MI_loss: 22.277065 Detection error: 0.009792506694793701 time: 10:15:10.967847
- B/E: 100 / 251 , Gen_loss: -0.3542424 MI_loss: 21.372131 Detection error: 0.009795188903808594 time: 10:15:11.850657
- B/E: 101 / 251 , Gen_loss: -0.35532317 MI_loss: 21.686014 Detection error: 0.009802401065826416 time: 10:15:12.733982
- B/E: 102 / 251 , Gen_loss: -0.35712063 MI_loss: 21.560482 Detection error: 0.009800076484680176 time: 10:15:13.636555
- B/E: 103 / 251 , Gen_loss: -0.36004984 MI_loss: 21.771599 Detection error: 0.009797453880310059 time: 10:15:14.526473
- B/E: 104 / 251 , Gen_loss: -0.35503843 MI_loss: 21.399689 Detection error: 0.0098000168800354 time: 10:15:15.416336
- B/E: 105 / 251 , Gen_loss: -0.37075812 MI_loss: 22.56966 Detection error: 0.009797751903533936 time: 10:15:16.321562
- B/E: 106 / 251 , Gen_loss: -0.36717623 MI_loss: 22.15284 Detection error: 0.00980079174041748 time: 10:15:17.207915
- B/E: 107 / 251 , Gen_loss: -0.35747448 MI_loss: 21.45515 Detection error: 0.009800076484680176 time: 10:15:18.090820
- B/E: 108 / 251 , Gen_loss: -0.36127794 MI_loss: 21.94854 Detection error: 0.009801626205444336 time: 10:15:18.973734
- B/E: 109 / 251 , Gen_loss: -0.35992375 MI_loss: 21.953178 Detection error: 0.009800553321838379 time: 10:15:19.867929
- B/E: 110 / 251 , Gen_loss: -0.35830492 MI_loss: 21.720999 Detection error: 0.00978773832321167 time: 10:15:20.752633
- B/E: 111 / 251 , Gen_loss: -0.36036646 MI_loss: 21.802551 Detection error: 0.00978851318359375 time: 10:15:21.732350
- B/E: 112 / 251 , Gen_loss: -0.36260432 MI_loss: 21.995657 Detection error: 0.009790658950805664 time: 10:15:22.615796
- B/E: 113 / 251 , Gen_loss: -0.35677215 MI_loss: 21.713272 Detection error: 0.009792208671569824 time: 10:15:23.497931
- B/E: 114 / 251 , Gen_loss: -0.34530827 MI_loss: 20.991373 Detection error: 0.009796202182769775 time: 10:15:24.402037
- B/E: 115 / 251 , Gen_loss: -0.36473665 MI_loss: 22.174625 Detection error: 0.009794473648071289 time: 10:15:25.288693
- B/E: 116 / 251 , Gen_loss: -0.37021235 MI_loss: 22.498938 Detection error: 0.00979459285736084 time: 10:15:26.165669
- B/E: 117 / 251 , Gen_loss: -0.35489398 MI_loss: 21.675896 Detection error: 0.009790778160095215 time: 10:15:27.043634
- B/E: 118 / 251 , Gen_loss: -0.35518488 MI_loss: 21.605991 Detection error: 0.009788095951080322 time: 10:15:27.929289
- B/E: 119 / 251 , Gen_loss: -0.34984314 MI_loss: 21.087275 Detection error: 0.00978231430053711 time: 10:15:28.816033
- B/E: 120 / 251 , Gen_loss: -0.365337 MI_loss: 22.183338 Detection error: 0.009780704975128174 time: 10:15:29.696051
- B/E: 121 / 251 , Gen_loss: -0.3603115 MI_loss: 21.84955 Detection error: 0.009789466857910156 time: 10:15:30.544898
- B/E: 122 / 251 , Gen_loss: -0.3656041 MI_loss: 22.12703 Detection error: 0.009779214859008789 time: 10:15:31.419819
- B/E: 123 / 251 , Gen_loss: -0.36051747 MI_loss: 21.695461 Detection error: 0.009773433208465576 time: 10:15:32.263762
- B/E: 124 / 251 , Gen_loss: -0.35965022 MI_loss: 22.003548 Detection error: 0.00977247953414917 time: 10:15:33.083405
- B/E: 125 / 251 , Gen_loss: -0.3575001 MI_loss: 21.700413 Detection error: 0.009772062301635742 time: 10:15:33.873857
- B/E: 126 / 251 , Gen_loss: -0.35723603 MI_loss: 21.633259 Detection error: 0.009782493114471436 time: 10:15:34.641307
- B/E: 127 / 251 , Gen_loss: -0.33940148 MI_loss: 20.598213 Detection error: 0.009783923625946045 time: 10:15:35.598532
- B/E: 128 / 251 , Gen_loss: -0.3553918 MI_loss: 21.490913 Detection error: 0.009788036346435547 time: 10:15:36.482811
- B/E: 129 / 251 , Gen_loss: -0.36559153 MI_loss: 22.247616 Detection error: 0.009793758392333984 time: 10:15:37.371588
- B/E: 130 / 251 , Gen_loss: -0.3611323 MI_loss: 21.841055 Detection error: 0.00979626178741455 time: 10:15:38.255891
- B/E: 131 / 251 , Gen_loss: -0.37031803 MI_loss: 22.438574 Detection error: 0.009804904460906982 time: 10:15:39.138992
- B/E: 132 / 251 , Gen_loss: -0.36473155 MI_loss: 22.061018 Detection error: 0.009801208972930908 time: 10:15:40.025528
- B/E: 133 / 251 , Gen_loss: -0.36633268 MI_loss: 22.224455 Detection error: 0.009803414344787598 time: 10:15:40.905896
- B/E: 134 / 251 , Gen_loss: -0.35547486 MI_loss: 21.5588 Detection error: 0.00981229543685913 time: 10:15:41.791222
- B/E: 135 / 251 , Gen_loss: -0.3657821 MI_loss: 22.33475 Detection error: 0.009812712669372559 time: 10:15:42.678145
- B/E: 136 / 251 , Gen_loss: -0.35109487 MI_loss: 21.29197 Detection error: 0.009814560413360596 time: 10:15:43.562041
- B/E: 137 / 251 , Gen_loss: -0.35576573 MI_loss: 21.388748 Detection error: 0.009814321994781494 time: 10:15:44.441067
- B/E: 138 / 251 , Gen_loss: -0.36347094 MI_loss: 22.096292 Detection error: 0.00981813669204712 time: 10:15:45.326492
- B/E: 139 / 251 , Gen_loss: -0.37329865 MI_loss: 22.660337 Detection error: 0.00982367992401123 time: 10:15:46.215650
- B/E: 140 / 251 , Gen_loss: -0.3524637 MI_loss: 21.413559 Detection error: 0.00982755422592163 time: 10:15:47.101070
- B/E: 141 / 251 , Gen_loss: -0.35782993 MI_loss: 21.585827 Detection error: 0.009821534156799316 time: 10:15:47.986397
- B/E: 142 / 251 , Gen_loss: -0.36149144 MI_loss: 21.853567 Detection error: 0.0098227858543396 time: 10:15:48.883618
- B/E: 143 / 251 , Gen_loss: -0.36725435 MI_loss: 22.255537 Detection error: 0.009821176528930664 time: 10:15:49.751303
- B/E: 144 / 251 , Gen_loss: -0.36044586 MI_loss: 21.708164 Detection error: 0.00983208417892456 time: 10:15:50.541917
- B/E: 145 / 251 , Gen_loss: -0.35561952 MI_loss: 21.425735 Detection error: 0.009836256504058838 time: 10:15:51.397958
- B/E: 146 / 251 , Gen_loss: -0.35580286 MI_loss: 21.455324 Detection error: 0.009836971759796143 time: 10:15:52.288935
- B/E: 147 / 251 , Gen_loss: -0.3609422 MI_loss: 21.878832 Detection error: 0.009836792945861816 time: 10:15:53.172843
- B/E: 148 / 251 , Gen_loss: -0.37197745 MI_loss: 22.531574 Detection error: 0.009838104248046875 time: 10:15:54.069462
- B/E: 149 / 251 , Gen_loss: -0.35509652 MI_loss: 21.658333 Detection error: 0.00984501838684082 time: 10:15:54.950311
-
- Test Loss: 10.264085 Test Error: 0.010708332061767578
- -----
- EPOCH: 252
- B/E: 0 / 252 , Gen_loss: -0.3611886 MI_loss: 21.870483 Detection error: 0.010249972343444824 time: 10:15:56.945289
- B/E: 1 / 252 , Gen_loss: -0.35525307 MI_loss: 21.618515 Detection error: 0.010312497615814209 time: 10:16:33.729399
- B/E: 2 / 252 , Gen_loss: -0.3510445 MI_loss: 21.275824 Detection error: 0.009843766689300537 time: 10:16:34.670683
- B/E: 3 / 252 , Gen_loss: -0.3674343 MI_loss: 22.149397 Detection error: 0.009757816791534424 time: 10:16:35.572316
- B/E: 4 / 252 , Gen_loss: -0.35541332 MI_loss: 21.58934 Detection error: 0.009724974632263184 time: 10:16:36.472999
- B/E: 5 / 252 , Gen_loss: -0.3607621 MI_loss: 22.004213 Detection error: 0.009786486625671387 time: 10:16:37.457776
- B/E: 6 / 252 , Gen_loss: -0.35079503 MI_loss: 21.297028 Detection error: 0.009852707386016846 time: 10:16:38.349799
- B/E: 7 / 252 , Gen_loss: -0.34909484 MI_loss: 21.16884 Detection error: 0.009910166263580322 time: 10:16:39.231191
- B/E: 8 / 252 , Gen_loss: -0.36878645 MI_loss: 22.31594 Detection error: 0.009829878807067871 time: 10:16:40.117170
- B/E: 9 / 252 , Gen_loss: -0.3586542 MI_loss: 21.800327 Detection error: 0.009774982929229736 time: 10:16:41.002458
- B/E: 10 / 252 , Gen_loss: -0.36522353 MI_loss: 22.256647 Detection error: 0.009795427322387695 time: 10:16:41.884832
- B/E: 11 / 252 , Gen_loss: -0.37064162 MI_loss: 22.400246 Detection error: 0.009791672229766846 time: 10:16:42.765464
- B/E: 12 / 252 , Gen_loss: -0.35346454 MI_loss: 21.568508 Detection error: 0.009879827499389648 time: 10:16:43.654714
- B/E: 13 / 252 , Gen_loss: -0.36212152 MI_loss: 21.891315 Detection error: 0.009879469871520996 time: 10:16:44.532905
- B/E: 14 / 252 , Gen_loss: -0.35602957 MI_loss: 21.535679 Detection error: 0.009837508201599121 time: 10:16:45.422943
- B/E: 15 / 252 , Gen_loss: -0.35361868 MI_loss: 21.425835 Detection error: 0.009839832782745361 time: 10:16:46.306235
- B/E: 16 / 252 , Gen_loss: -0.3517946 MI_loss: 21.42555 Detection error: 0.009829044342041016 time: 10:16:47.202331
- B/E: 17 / 252 , Gen_loss: -0.3626202 MI_loss: 21.996187 Detection error: 0.009791672229766846 time: 10:16:48.079472
- B/E: 18 / 252 , Gen_loss: -0.3578011 MI_loss: 21.505135 Detection error: 0.009769737720489502 time: 10:16:48.959348
- B/E: 19 / 252 , Gen_loss: -0.35183072 MI_loss: 21.571613 Detection error: 0.009790599346160889 time: 10:16:49.848237
- B/E: 20 / 252 , Gen_loss: -0.35984167 MI_loss: 21.60579 Detection error: 0.009808063507080078 time: 10:16:50.820732
- B/E: 21 / 252 , Gen_loss: -0.3616659 MI_loss: 22.130014 Detection error: 0.009818196296691895 time: 10:16:51.701564
- B/E: 22 / 252 , Gen_loss: -0.36049077 MI_loss: 21.958775 Detection error: 0.009817957878112793 time: 10:16:52.582523
- B/E: 23 / 252 , Gen_loss: -0.35837117 MI_loss: 21.607405 Detection error: 0.009794294834136963 time: 10:16:53.466425
- B/E: 24 / 252 , Gen_loss: -0.36690322 MI_loss: 22.230082 Detection error: 0.009792506694793701 time: 10:16:54.349007
- B/E: 25 / 252 , Gen_loss: -0.3535237 MI_loss: 21.436913 Detection error: 0.009823322296142578 time: 10:16:55.230949
- B/E: 26 / 252 , Gen_loss: -0.35253125 MI_loss: 21.426836 Detection error: 0.009865760803222656 time: 10:16:56.112651
- B/E: 27 / 252 , Gen_loss: -0.35743055 MI_loss: 21.800314 Detection error: 0.009874999523162842 time: 10:16:57.022124
- B/E: 28 / 252 , Gen_loss: -0.35903785 MI_loss: 21.811092 Detection error: 0.009886860847473145 time: 10:16:57.907780
- B/E: 29 / 252 , Gen_loss: -0.35507074 MI_loss: 21.569115 Detection error: 0.009872913360595703 time: 10:16:58.800543
- B/E: 30 / 252 , Gen_loss: -0.35883167 MI_loss: 21.799269 Detection error: 0.009871959686279297 time: 10:16:59.681165
- B/E: 31 / 252 , Gen_loss: -0.3646289 MI_loss: 22.016983 Detection error: 0.009840846061706543 time: 10:17:00.561713
- B/E: 32 / 252 , Gen_loss: -0.35834214 MI_loss: 21.753937 Detection error: 0.009839951992034912 time: 10:17:01.445194
- B/E: 33 / 252 , Gen_loss: -0.35308295 MI_loss: 21.451523 Detection error: 0.009817123413085938 time: 10:17:02.322573
- B/E: 34 / 252 , Gen_loss: -0.3594107 MI_loss: 21.882694 Detection error: 0.009819626808166504 time: 10:17:03.200232
- B/E: 35 / 252 , Gen_loss: -0.36025763 MI_loss: 21.905556 Detection error: 0.009811639785766602 time: 10:17:04.088528
- B/E: 36 / 252 , Gen_loss: -0.36824247 MI_loss: 22.38186 Detection error: 0.009804069995880127 time: 10:17:05.048125
- B/E: 37 / 252 , Gen_loss: -0.3618657 MI_loss: 22.01634 Detection error: 0.009802639484405518 time: 10:17:05.924798
- B/E: 38 / 252 , Gen_loss: -0.3678629 MI_loss: 22.247923 Detection error: 0.00982213020324707 time: 10:17:06.808512
- B/E: 39 / 252 , Gen_loss: -0.3546465 MI_loss: 21.400938 Detection error: 0.00980311632156372 time: 10:17:07.690482
- B/E: 40 / 252 , Gen_loss: -0.35530257 MI_loss: 21.590246 Detection error: 0.009801805019378662 time: 10:17:08.572215
- B/E: 41 / 252 , Gen_loss: -0.3649585 MI_loss: 22.152784 Detection error: 0.009800612926483154 time: 10:17:09.465820
- B/E: 42 / 252 , Gen_loss: -0.36334434 MI_loss: 22.106153 Detection error: 0.009787797927856445 time: 10:17:10.352643
- B/E: 43 / 252 , Gen_loss: -0.36282825 MI_loss: 21.801723 Detection error: 0.009790480136871338 time: 10:17:11.237739
- B/E: 44 / 252 , Gen_loss: -0.35004103 MI_loss: 21.134571 Detection error: 0.009813189506530762 time: 10:17:12.134796
- B/E: 45 / 252 , Gen_loss: -0.35816607 MI_loss: 21.761812 Detection error: 0.009813845157623291 time: 10:17:13.020602
- B/E: 46 / 252 , Gen_loss: -0.3619287 MI_loss: 22.012554 Detection error: 0.009831130504608154 time: 10:17:13.911619
- B/E: 47 / 252 , Gen_loss: -0.3672864 MI_loss: 22.21679 Detection error: 0.009831368923187256 time: 10:17:14.814174
- B/E: 48 / 252 , Gen_loss: -0.35711992 MI_loss: 21.65164 Detection error: 0.009846329689025879 time: 10:17:15.642726
- B/E: 49 / 252 , Gen_loss: -0.34904632 MI_loss: 21.277023 Detection error: 0.009853124618530273 time: 10:17:16.418071
- B/E: 50 / 252 , Gen_loss: -0.3596431 MI_loss: 21.895784 Detection error: 0.009851694107055664 time: 10:17:17.225008
- B/E: 51 / 252 , Gen_loss: -0.3547597 MI_loss: 21.4649 Detection error: 0.009850382804870605 time: 10:17:18.013452
- B/E: 52 / 252 , Gen_loss: -0.3603175 MI_loss: 21.874496 Detection error: 0.009850800037384033 time: 10:17:18.887202
- B/E: 53 / 252 , Gen_loss: -0.363272 MI_loss: 21.882023 Detection error: 0.009865760803222656 time: 10:17:19.703562
- B/E: 54 / 252 , Gen_loss: -0.3568697 MI_loss: 21.75084 Detection error: 0.00986933708190918 time: 10:17:20.586830
- B/E: 55 / 252 , Gen_loss: -0.36608133 MI_loss: 22.155163 Detection error: 0.009857714176177979 time: 10:17:21.474594
- B/E: 56 / 252 , Gen_loss: -0.3648451 MI_loss: 22.128963 Detection error: 0.009839892387390137 time: 10:17:22.360543
- B/E: 57 / 252 , Gen_loss: -0.35965514 MI_loss: 21.815569 Detection error: 0.009837806224822998 time: 10:17:23.197709
- B/E: 58 / 252 , Gen_loss: -0.35377514 MI_loss: 21.36821 Detection error: 0.009828925132751465 time: 10:17:23.972006
- B/E: 59 / 252 , Gen_loss: -0.3563284 MI_loss: 21.504208 Detection error: 0.009835422039031982 time: 10:17:24.744292
- B/E: 60 / 252 , Gen_loss: -0.3581049 MI_loss: 21.807266 Detection error: 0.009842216968536377 time: 10:17:25.517080
- B/E: 61 / 252 , Gen_loss: -0.3540262 MI_loss: 21.50817 Detection error: 0.009848296642303467 time: 10:17:26.289944
- B/E: 62 / 252 , Gen_loss: -0.35477677 MI_loss: 21.664177 Detection error: 0.009844720363616943 time: 10:17:27.089934
- B/E: 63 / 252 , Gen_loss: -0.35871434 MI_loss: 21.750906 Detection error: 0.009844720363616943 time: 10:17:27.962155
- B/E: 64 / 252 , Gen_loss: -0.3596091 MI_loss: 21.840538 Detection error: 0.009837508201599121 time: 10:17:28.848930
- B/E: 65 / 252 , Gen_loss: -0.36232844 MI_loss: 21.932518 Detection error: 0.0098380446434021 time: 10:17:29.735931
- B/E: 66 / 252 , Gen_loss: -0.3596126 MI_loss: 21.767193 Detection error: 0.009838640689849854 time: 10:17:30.630576
- B/E: 67 / 252 , Gen_loss: -0.36190858 MI_loss: 21.893087 Detection error: 0.009827673435211182 time: 10:17:31.440292
- B/E: 68 / 252 , Gen_loss: -0.3470648 MI_loss: 21.049889 Detection error: 0.009837865829467773 time: 10:17:32.402886
- B/E: 69 / 252 , Gen_loss: -0.35425338 MI_loss: 21.477692 Detection error: 0.009842395782470703 time: 10:17:33.241125
- B/E: 70 / 252 , Gen_loss: -0.36557773 MI_loss: 22.058002 Detection error: 0.009841084480285645 time: 10:17:34.032819
- B/E: 71 / 252 , Gen_loss: -0.34604895 MI_loss: 21.0258 Detection error: 0.009840726852416992 time: 10:17:34.891942
- B/E: 72 / 252 , Gen_loss: -0.36788827 MI_loss: 22.235914 Detection error: 0.009831786155700684 time: 10:17:35.664855
- B/E: 73 / 252 , Gen_loss: -0.3540825 MI_loss: 21.630295 Detection error: 0.009834468364715576 time: 10:17:36.514430
- B/E: 74 / 252 , Gen_loss: -0.3662554 MI_loss: 22.291843 Detection error: 0.009828329086303711 time: 10:17:37.396917
- B/E: 75 / 252 , Gen_loss: -0.35508138 MI_loss: 21.533411 Detection error: 0.009823620319366455 time: 10:17:38.285250
- B/E: 76 / 252 , Gen_loss: -0.34955442 MI_loss: 21.324137 Detection error: 0.009830355644226074 time: 10:17:39.178258
- B/E: 77 / 252 , Gen_loss: -0.3608917 MI_loss: 21.78115 Detection error: 0.00982654094696045 time: 10:17:40.060158
- B/E: 78 / 252 , Gen_loss: -0.35878968 MI_loss: 21.589329 Detection error: 0.009821176528930664 time: 10:17:40.946914
- B/E: 79 / 252 , Gen_loss: -0.37506977 MI_loss: 22.687338 Detection error: 0.009833216667175293 time: 10:17:41.837450
- B/E: 80 / 252 , Gen_loss: -0.35980892 MI_loss: 21.809101 Detection error: 0.009846091270446777 time: 10:17:42.720347
- B/E: 81 / 252 , Gen_loss: -0.3575734 MI_loss: 21.520561 Detection error: 0.009832322597503662 time: 10:17:43.605744
- B/E: 82 / 252 , Gen_loss: -0.36733165 MI_loss: 22.162474 Detection error: 0.009832441806793213 time: 10:17:44.494715
- B/E: 83 / 252 , Gen_loss: -0.36248317 MI_loss: 21.943344 Detection error: 0.009829223155975342 time: 10:17:45.340229
- B/E: 84 / 252 , Gen_loss: -0.34938198 MI_loss: 21.146616 Detection error: 0.00982755422592163 time: 10:17:46.223309
- B/E: 85 / 252 , Gen_loss: -0.36779457 MI_loss: 22.177807 Detection error: 0.009810328483581543 time: 10:17:47.005983
- B/E: 86 / 252 , Gen_loss: -0.35816932 MI_loss: 21.592375 Detection error: 0.009807467460632324 time: 10:17:47.791028
- B/E: 87 / 252 , Gen_loss: -0.35320535 MI_loss: 21.269594 Detection error: 0.009794056415557861 time: 10:17:48.561008
- B/E: 88 / 252 , Gen_loss: -0.36062145 MI_loss: 21.680285 Detection error: 0.009780526161193848 time: 10:17:49.351768
- B/E: 89 / 252 , Gen_loss: -0.3594783 MI_loss: 21.857168 Detection error: 0.009790956974029541 time: 10:17:50.268085
- B/E: 90 / 252 , Gen_loss: -0.35792688 MI_loss: 21.70344 Detection error: 0.009790182113647461 time: 10:17:51.157036
- B/E: 91 / 252 , Gen_loss: -0.3593892 MI_loss: 21.821625 Detection error: 0.009800970554351807 time: 10:17:52.034337
- B/E: 92 / 252 , Gen_loss: -0.35321316 MI_loss: 21.317762 Detection error: 0.009791016578674316 time: 10:17:52.933037
- B/E: 93 / 252 , Gen_loss: -0.36228538 MI_loss: 21.806332 Detection error: 0.009784579277038574 time: 10:17:53.820787
- B/E: 94 / 252 , Gen_loss: -0.36217266 MI_loss: 22.160118 Detection error: 0.00980067253112793 time: 10:17:54.706178
- B/E: 95 / 252 , Gen_loss: -0.3508654 MI_loss: 21.135641 Detection error: 0.00980764627456665 time: 10:17:55.533790
- B/E: 96 / 252 , Gen_loss: -0.36056018 MI_loss: 21.79559 Detection error: 0.009802520275115967 time: 10:17:56.431872
- B/E: 97 / 252 , Gen_loss: -0.35967365 MI_loss: 21.66733 Detection error: 0.009799420833587646 time: 10:17:57.314240
- B/E: 98 / 252 , Gen_loss: -0.3565862 MI_loss: 21.588606 Detection error: 0.009786605834960938 time: 10:17:58.195301
- B/E: 99 / 252 , Gen_loss: -0.36509016 MI_loss: 22.127087 Detection error: 0.009784042835235596 time: 10:17:59.080876
- B/E: 100 / 252 , Gen_loss: -0.3649651 MI_loss: 22.211493 Detection error: 0.009786486625671387 time: 10:18:00.059832
- B/E: 101 / 252 , Gen_loss: -0.37119085 MI_loss: 22.448708 Detection error: 0.009794414043426514 time: 10:18:00.940987
- B/E: 102 / 252 , Gen_loss: -0.37005448 MI_loss: 22.57398 Detection error: 0.00979703664779663 time: 10:18:01.827201
- B/E: 103 / 252 , Gen_loss: -0.36251542 MI_loss: 21.935751 Detection error: 0.009791791439056396 time: 10:18:02.705220
- B/E: 104 / 252 , Gen_loss: -0.3604214 MI_loss: 21.842098 Detection error: 0.009792566299438477 time: 10:18:03.589230
- B/E: 105 / 252 , Gen_loss: -0.36712193 MI_loss: 22.222466 Detection error: 0.009788930416107178 time: 10:18:04.473120
- B/E: 106 / 252 , Gen_loss: -0.36396784 MI_loss: 21.95575 Detection error: 0.009791195392608643 time: 10:18:05.359728
- B/E: 107 / 252 , Gen_loss: -0.3673752 MI_loss: 22.419678 Detection error: 0.009794294834136963 time: 10:18:06.241541
- B/E: 108 / 252 , Gen_loss: -0.35260627 MI_loss: 21.394722 Detection error: 0.009795010089874268 time: 10:18:07.131643
- B/E: 109 / 252 , Gen_loss: -0.36904225 MI_loss: 22.493977 Detection error: 0.00979459285736084 time: 10:18:08.022682
- B/E: 110 / 252 , Gen_loss: -0.361317 MI_loss: 21.805462 Detection error: 0.009788036346435547 time: 10:18:08.908479
- B/E: 111 / 252 , Gen_loss: -0.3643722 MI_loss: 22.057999 Detection error: 0.009788215160369873 time: 10:18:09.802342
- B/E: 112 / 252 , Gen_loss: -0.36688486 MI_loss: 22.045416 Detection error: 0.009784042835235596 time: 10:18:10.684859
- B/E: 113 / 252 , Gen_loss: -0.35251865 MI_loss: 21.577732 Detection error: 0.009791970252990723 time: 10:18:11.483234
- B/E: 114 / 252 , Gen_loss: -0.35276592 MI_loss: 21.431839 Detection error: 0.009792149066925049 time: 10:18:12.252174
- B/E: 115 / 252 , Gen_loss: -0.35628346 MI_loss: 21.458792 Detection error: 0.009790658950805664 time: 10:18:13.036384
- B/E: 116 / 252 , Gen_loss: -0.36248323 MI_loss: 22.092703 Detection error: 0.00978928804397583 time: 10:18:13.989053
- B/E: 117 / 252 , Gen_loss: -0.3592886 MI_loss: 21.862616 Detection error: 0.009791851043701172 time: 10:18:14.868214
- B/E: 118 / 252 , Gen_loss: -0.3554662 MI_loss: 21.471401 Detection error: 0.00978386402130127 time: 10:18:15.754847
- B/E: 119 / 252 , Gen_loss: -0.3654722 MI_loss: 22.065702 Detection error: 0.009776830673217773 time: 10:18:16.646181
- B/E: 120 / 252 , Gen_loss: -0.361509 MI_loss: 21.934002 Detection error: 0.009781479835510254 time: 10:18:17.525417
- B/E: 121 / 252 , Gen_loss: -0.3503427 MI_loss: 21.500595 Detection error: 0.009779214859008789 time: 10:18:18.414157
- B/E: 122 / 252 , Gen_loss: -0.371558 MI_loss: 22.626621 Detection error: 0.009775638580322266 time: 10:18:19.299539
- B/E: 123 / 252 , Gen_loss: -0.36462277 MI_loss: 21.969147 Detection error: 0.009769141674041748 time: 10:18:20.182859
- B/E: 124 / 252 , Gen_loss: -0.35275933 MI_loss: 21.479067 Detection error: 0.009769737720489502 time: 10:18:21.064268
- B/E: 125 / 252 , Gen_loss: -0.36694938 MI_loss: 22.254322 Detection error: 0.00976860523223877 time: 10:18:21.952276
- B/E: 126 / 252 , Gen_loss: -0.3657568 MI_loss: 22.301884 Detection error: 0.009779751300811768 time: 10:18:22.834048
- B/E: 127 / 252 , Gen_loss: -0.3663428 MI_loss: 22.204287 Detection error: 0.009777843952178955 time: 10:18:23.718125
- B/E: 128 / 252 , Gen_loss: -0.357617 MI_loss: 21.515413 Detection error: 0.009781718254089355 time: 10:18:24.602141
- B/E: 129 / 252 , Gen_loss: -0.36694252 MI_loss: 22.263037 Detection error: 0.009790599346160889 time: 10:18:25.490979
- B/E: 130 / 252 , Gen_loss: -0.36215994 MI_loss: 21.978697 Detection error: 0.009794831275939941 time: 10:18:26.374331
- B/E: 131 / 252 , Gen_loss: -0.36854088 MI_loss: 22.327526 Detection error: 0.009801149368286133 time: 10:18:27.254146
- B/E: 132 / 252 , Gen_loss: -0.36005932 MI_loss: 21.77479 Detection error: 0.00979602336883545 time: 10:18:28.216865
- B/E: 133 / 252 , Gen_loss: -0.3660342 MI_loss: 22.29793 Detection error: 0.009799182415008545 time: 10:18:29.100438
- B/E: 134 / 252 , Gen_loss: -0.3585176 MI_loss: 21.815056 Detection error: 0.00980442762374878 time: 10:18:29.981449
- B/E: 135 / 252 , Gen_loss: -0.36009228 MI_loss: 21.844233 Detection error: 0.009805142879486084 time: 10:18:30.889037
- B/E: 136 / 252 , Gen_loss: -0.35690448 MI_loss: 21.61744 Detection error: 0.009809792041778564 time: 10:18:31.773958
- B/E: 137 / 252 , Gen_loss: -0.35708174 MI_loss: 21.61113 Detection error: 0.009810447692871094 time: 10:18:32.653767
- B/E: 138 / 252 , Gen_loss: -0.36128035 MI_loss: 21.916847 Detection error: 0.009813189506530762 time: 10:18:33.568032
- B/E: 139 / 252 , Gen_loss: -0.35858 MI_loss: 21.838459 Detection error: 0.009818553924560547 time: 10:18:34.451770
- B/E: 140 / 252 , Gen_loss: -0.35252842 MI_loss: 21.51463 Detection error: 0.0098189115524292 time: 10:18:35.338483
- B/E: 141 / 252 , Gen_loss: -0.3535618 MI_loss: 21.208916 Detection error: 0.009815573692321777 time: 10:18:36.267892
- B/E: 142 / 252 , Gen_loss: -0.36994004 MI_loss: 22.536972 Detection error: 0.009816408157348633 time: 10:18:37.155186
- B/E: 143 / 252 , Gen_loss: -0.35944715 MI_loss: 21.749218 Detection error: 0.009813129901885986 time: 10:18:38.034107
- B/E: 144 / 252 , Gen_loss: -0.35781106 MI_loss: 21.68489 Detection error: 0.009826064109802246 time: 10:18:38.922420
- B/E: 145 / 252 , Gen_loss: -0.35998386 MI_loss: 21.761686 Detection error: 0.009826600551605225 time: 10:18:39.811781
- B/E: 146 / 252 , Gen_loss: -0.347512 MI_loss: 20.907713 Detection error: 0.009826958179473877 time: 10:18:40.698919
- B/E: 147 / 252 , Gen_loss: -0.36118644 MI_loss: 21.900223 Detection error: 0.009828746318817139 time: 10:18:41.579743
- B/E: 148 / 252 , Gen_loss: -0.36149848 MI_loss: 21.91835 Detection error: 0.009830117225646973 time: 10:18:42.563950
- B/E: 149 / 252 , Gen_loss: -0.36141 MI_loss: 21.97845 Detection error: 0.009836256504058838 time: 10:18:43.446994
-
- Test Loss: 10.259701 Test Error: 0.010675013065338135
- -----
- EPOCH: 253
- B/E: 0 / 253 , Gen_loss: -0.3650559 MI_loss: 22.182856 Detection error: 0.010312497615814209 time: 10:18:45.408753
- B/E: 1 / 253 , Gen_loss: -0.3550282 MI_loss: 21.363567 Detection error: 0.010203123092651367 time: 10:19:22.230078
- B/E: 2 / 253 , Gen_loss: -0.36174288 MI_loss: 21.839487 Detection error: 0.009604156017303467 time: 10:19:23.155569
- B/E: 3 / 253 , Gen_loss: -0.3607204 MI_loss: 22.019117 Detection error: 0.009695291519165039 time: 10:19:24.059613
- B/E: 4 / 253 , Gen_loss: -0.36602497 MI_loss: 22.162489 Detection error: 0.00976252555847168 time: 10:19:24.945911
- B/E: 5 / 253 , Gen_loss: -0.36995184 MI_loss: 22.438387 Detection error: 0.009739577770233154 time: 10:19:25.840602
- B/E: 6 / 253 , Gen_loss: -0.35205093 MI_loss: 21.341076 Detection error: 0.009843766689300537 time: 10:19:26.744535
- B/E: 7 / 253 , Gen_loss: -0.36513162 MI_loss: 22.207048 Detection error: 0.009882807731628418 time: 10:19:27.643267
- B/E: 8 / 253 , Gen_loss: -0.3568101 MI_loss: 21.77985 Detection error: 0.009836792945861816 time: 10:19:28.545828
- B/E: 9 / 253 , Gen_loss: -0.35816395 MI_loss: 21.875744 Detection error: 0.009787499904632568 time: 10:19:29.450516
- B/E: 10 / 253 , Gen_loss: -0.3634462 MI_loss: 22.005756 Detection error: 0.009823858737945557 time: 10:19:30.448687
- B/E: 11 / 253 , Gen_loss: -0.3512401 MI_loss: 21.100595 Detection error: 0.009815096855163574 time: 10:19:31.347859
- B/E: 12 / 253 , Gen_loss: -0.35233802 MI_loss: 21.414024 Detection error: 0.009911060333251953 time: 10:19:32.246525
- B/E: 13 / 253 , Gen_loss: -0.35520718 MI_loss: 21.442604 Detection error: 0.009861588478088379 time: 10:19:33.048468
- B/E: 14 / 253 , Gen_loss: -0.37146404 MI_loss: 22.501163 Detection error: 0.009868741035461426 time: 10:19:33.956876
- B/E: 15 / 253 , Gen_loss: -0.36267403 MI_loss: 21.980978 Detection error: 0.00985938310623169 time: 10:19:34.856832
- B/E: 16 / 253 , Gen_loss: -0.3596418 MI_loss: 21.75348 Detection error: 0.009847402572631836 time: 10:19:35.756692
- B/E: 17 / 253 , Gen_loss: -0.36805007 MI_loss: 22.321974 Detection error: 0.00982290506362915 time: 10:19:36.656660
- B/E: 18 / 253 , Gen_loss: -0.36115322 MI_loss: 21.714666 Detection error: 0.009792745113372803 time: 10:19:37.557611
- B/E: 19 / 253 , Gen_loss: -0.36182365 MI_loss: 21.95464 Detection error: 0.0098000168800354 time: 10:19:38.459288
- B/E: 20 / 253 , Gen_loss: -0.3571593 MI_loss: 21.620857 Detection error: 0.009824395179748535 time: 10:19:39.357082
- B/E: 21 / 253 , Gen_loss: -0.35170713 MI_loss: 21.397358 Detection error: 0.00984656810760498 time: 10:19:40.254761
- B/E: 22 / 253 , Gen_loss: -0.365986 MI_loss: 22.1722 Detection error: 0.009813845157623291 time: 10:19:41.149928
- B/E: 23 / 253 , Gen_loss: -0.35730624 MI_loss: 21.555145 Detection error: 0.009820342063903809 time: 10:19:42.044030
- B/E: 24 / 253 , Gen_loss: -0.36588585 MI_loss: 22.264614 Detection error: 0.009819984436035156 time: 10:19:42.940621
- B/E: 25 / 253 , Gen_loss: -0.35452223 MI_loss: 21.309477 Detection error: 0.0098305344581604 time: 10:19:43.915743
- B/E: 26 / 253 , Gen_loss: -0.35319504 MI_loss: 21.44249 Detection error: 0.00989001989364624 time: 10:19:44.811022
- B/E: 27 / 253 , Gen_loss: -0.3695308 MI_loss: 22.508406 Detection error: 0.009887278079986572 time: 10:19:45.707978
- B/E: 28 / 253 , Gen_loss: -0.36000332 MI_loss: 21.853527 Detection error: 0.00987929105758667 time: 10:19:46.612370
- B/E: 29 / 253 , Gen_loss: -0.36361256 MI_loss: 22.121693 Detection error: 0.00989687442779541 time: 10:19:47.509066
- B/E: 30 / 253 , Gen_loss: -0.36721107 MI_loss: 22.317183 Detection error: 0.009890139102935791 time: 10:19:48.409006
- B/E: 31 / 253 , Gen_loss: -0.35677826 MI_loss: 21.61528 Detection error: 0.009858369827270508 time: 10:19:49.326612
- B/E: 32 / 253 , Gen_loss: -0.35764015 MI_loss: 21.827606 Detection error: 0.009866476058959961 time: 10:19:50.227669
- B/E: 33 / 253 , Gen_loss: -0.3551743 MI_loss: 21.496933 Detection error: 0.0098419189453125 time: 10:19:51.130413
- B/E: 34 / 253 , Gen_loss: -0.34688175 MI_loss: 20.976831 Detection error: 0.009845554828643799 time: 10:19:52.052490
- B/E: 35 / 253 , Gen_loss: -0.3682051 MI_loss: 22.259756 Detection error: 0.009822070598602295 time: 10:19:52.967171
- B/E: 36 / 253 , Gen_loss: -0.36762267 MI_loss: 22.114605 Detection error: 0.009813368320465088 time: 10:19:53.863692
- B/E: 37 / 253 , Gen_loss: -0.36192936 MI_loss: 21.889393 Detection error: 0.009814977645874023 time: 10:19:54.782462
- B/E: 38 / 253 , Gen_loss: -0.3524107 MI_loss: 21.202545 Detection error: 0.009832561016082764 time: 10:19:55.680552
- B/E: 39 / 253 , Gen_loss: -0.35386273 MI_loss: 21.330402 Detection error: 0.009816408157348633 time: 10:19:56.578969
- B/E: 40 / 253 , Gen_loss: -0.36207506 MI_loss: 21.967194 Detection error: 0.009816288948059082 time: 10:19:57.479706
- B/E: 41 / 253 , Gen_loss: -0.3622761 MI_loss: 21.918783 Detection error: 0.009808063507080078 time: 10:19:58.475688
- B/E: 42 / 253 , Gen_loss: -0.36406583 MI_loss: 22.104172 Detection error: 0.009804487228393555 time: 10:19:59.375820
- B/E: 43 / 253 , Gen_loss: -0.35724187 MI_loss: 21.668936 Detection error: 0.009796142578125 time: 10:20:00.273745
- B/E: 44 / 253 , Gen_loss: -0.35885066 MI_loss: 21.796373 Detection error: 0.009811103343963623 time: 10:20:01.173970
- B/E: 45 / 253 , Gen_loss: -0.3634349 MI_loss: 21.876705 Detection error: 0.00982677936553955 time: 10:20:02.072506
- B/E: 46 / 253 , Gen_loss: -0.35911813 MI_loss: 21.733404 Detection error: 0.009841084480285645 time: 10:20:02.961418
- B/E: 47 / 253 , Gen_loss: -0.3656376 MI_loss: 22.12333 Detection error: 0.009829401969909668 time: 10:20:03.850920
- B/E: 48 / 253 , Gen_loss: -0.36122942 MI_loss: 21.92661 Detection error: 0.009849488735198975 time: 10:20:04.642879
- B/E: 49 / 253 , Gen_loss: -0.3599571 MI_loss: 21.777306 Detection error: 0.009854376316070557 time: 10:20:05.412204
- B/E: 50 / 253 , Gen_loss: -0.35369292 MI_loss: 21.392601 Detection error: 0.009853541851043701 time: 10:20:06.204042
- B/E: 51 / 253 , Gen_loss: -0.35598382 MI_loss: 21.690931 Detection error: 0.009846746921539307 time: 10:20:06.991742
- B/E: 52 / 253 , Gen_loss: -0.36660478 MI_loss: 22.216179 Detection error: 0.009860873222351074 time: 10:20:07.786611
- B/E: 53 / 253 , Gen_loss: -0.36505505 MI_loss: 22.062624 Detection error: 0.009867489337921143 time: 10:20:08.592289
- B/E: 54 / 253 , Gen_loss: -0.35847327 MI_loss: 21.678286 Detection error: 0.009868741035461426 time: 10:20:09.382530
- B/E: 55 / 253 , Gen_loss: -0.35923696 MI_loss: 21.844362 Detection error: 0.00985097885131836 time: 10:20:10.255875
- B/E: 56 / 253 , Gen_loss: -0.35759914 MI_loss: 21.508698 Detection error: 0.00984102487564087 time: 10:20:11.166701
- B/E: 57 / 253 , Gen_loss: -0.37191355 MI_loss: 22.568935 Detection error: 0.009838342666625977 time: 10:20:12.149350
- B/E: 58 / 253 , Gen_loss: -0.3582855 MI_loss: 21.716396 Detection error: 0.009820997714996338 time: 10:20:13.045043
- B/E: 59 / 253 , Gen_loss: -0.36177823 MI_loss: 21.97226 Detection error: 0.00984114408493042 time: 10:20:13.941510
- B/E: 60 / 253 , Gen_loss: -0.37313095 MI_loss: 22.617624 Detection error: 0.009830951690673828 time: 10:20:14.840469
- B/E: 61 / 253 , Gen_loss: -0.36802 MI_loss: 22.456896 Detection error: 0.009837687015533447 time: 10:20:15.736567
- B/E: 62 / 253 , Gen_loss: -0.36596352 MI_loss: 22.245533 Detection error: 0.00984722375869751 time: 10:20:16.634895
- B/E: 63 / 253 , Gen_loss: -0.35714293 MI_loss: 21.699783 Detection error: 0.009841322898864746 time: 10:20:17.534927
- B/E: 64 / 253 , Gen_loss: -0.36376947 MI_loss: 22.12529 Detection error: 0.009836077690124512 time: 10:20:18.435582
- B/E: 65 / 253 , Gen_loss: -0.36015713 MI_loss: 21.949179 Detection error: 0.009838521480560303 time: 10:20:19.337457
- B/E: 66 / 253 , Gen_loss: -0.36776823 MI_loss: 22.281635 Detection error: 0.00983816385269165 time: 10:20:20.239166
- B/E: 67 / 253 , Gen_loss: -0.3656604 MI_loss: 22.168682 Detection error: 0.009825348854064941 time: 10:20:21.143861
- B/E: 68 / 253 , Gen_loss: -0.35880128 MI_loss: 21.896494 Detection error: 0.009832441806793213 time: 10:20:22.044769
- B/E: 69 / 253 , Gen_loss: -0.35602647 MI_loss: 21.597836 Detection error: 0.009840190410614014 time: 10:20:22.943537
- B/E: 70 / 253 , Gen_loss: -0.37262955 MI_loss: 22.654753 Detection error: 0.009828329086303711 time: 10:20:23.842630
- B/E: 71 / 253 , Gen_loss: -0.348994 MI_loss: 21.17875 Detection error: 0.009837210178375244 time: 10:20:24.738666
- B/E: 72 / 253 , Gen_loss: -0.370544 MI_loss: 22.619051 Detection error: 0.009834766387939453 time: 10:20:25.635936
- B/E: 73 / 253 , Gen_loss: -0.3607655 MI_loss: 21.984451 Detection error: 0.00982433557510376 time: 10:20:26.614581
- B/E: 74 / 253 , Gen_loss: -0.36843562 MI_loss: 22.247059 Detection error: 0.009825408458709717 time: 10:20:27.509403
- B/E: 75 / 253 , Gen_loss: -0.3592758 MI_loss: 21.678623 Detection error: 0.009819507598876953 time: 10:20:28.404364
- B/E: 76 / 253 , Gen_loss: -0.3545548 MI_loss: 21.658466 Detection error: 0.009820640087127686 time: 10:20:29.271981
- B/E: 77 / 253 , Gen_loss: -0.36091557 MI_loss: 21.957874 Detection error: 0.009823739528656006 time: 10:20:30.075286
- B/E: 78 / 253 , Gen_loss: -0.3679141 MI_loss: 22.03025 Detection error: 0.009818017482757568 time: 10:20:30.878655
- B/E: 79 / 253 , Gen_loss: -0.36081216 MI_loss: 21.722353 Detection error: 0.009832441806793213 time: 10:20:31.714704
- B/E: 80 / 253 , Gen_loss: -0.35772467 MI_loss: 21.640266 Detection error: 0.009834110736846924 time: 10:20:32.564705
- B/E: 81 / 253 , Gen_loss: -0.35838437 MI_loss: 21.633785 Detection error: 0.009829282760620117 time: 10:20:33.391301
- B/E: 82 / 253 , Gen_loss: -0.36048022 MI_loss: 21.661366 Detection error: 0.009827911853790283 time: 10:20:34.269531
- B/E: 83 / 253 , Gen_loss: -0.3554307 MI_loss: 21.583517 Detection error: 0.009831130504608154 time: 10:20:35.180760
- B/E: 84 / 253 , Gen_loss: -0.35518962 MI_loss: 21.565027 Detection error: 0.009829044342041016 time: 10:20:36.079996
- B/E: 85 / 253 , Gen_loss: -0.36356923 MI_loss: 22.075897 Detection error: 0.009806692600250244 time: 10:20:36.911218
- B/E: 86 / 253 , Gen_loss: -0.36908904 MI_loss: 22.32975 Detection error: 0.009804606437683105 time: 10:20:37.819480
- B/E: 87 / 253 , Gen_loss: -0.35814807 MI_loss: 21.685349 Detection error: 0.0097922682762146 time: 10:20:38.719328
- B/E: 88 / 253 , Gen_loss: -0.37365326 MI_loss: 22.64627 Detection error: 0.009784400463104248 time: 10:20:39.615810
- B/E: 89 / 253 , Gen_loss: -0.36665994 MI_loss: 22.29043 Detection error: 0.009795129299163818 time: 10:20:40.603774
- B/E: 90 / 253 , Gen_loss: -0.36458412 MI_loss: 22.044312 Detection error: 0.009799778461456299 time: 10:20:41.489133
- B/E: 91 / 253 , Gen_loss: -0.35556316 MI_loss: 21.620453 Detection error: 0.009801268577575684 time: 10:20:42.379028
- B/E: 92 / 253 , Gen_loss: -0.34681666 MI_loss: 20.872597 Detection error: 0.00978696346282959 time: 10:20:43.189431
- B/E: 93 / 253 , Gen_loss: -0.35267884 MI_loss: 21.376867 Detection error: 0.009787559509277344 time: 10:20:43.984089
- B/E: 94 / 253 , Gen_loss: -0.35712892 MI_loss: 21.63594 Detection error: 0.009799003601074219 time: 10:20:44.871202
- B/E: 95 / 253 , Gen_loss: -0.35002738 MI_loss: 21.276821 Detection error: 0.00980532169342041 time: 10:20:45.769092
- B/E: 96 / 253 , Gen_loss: -0.3686046 MI_loss: 22.27747 Detection error: 0.009797334671020508 time: 10:20:46.667958
- B/E: 97 / 253 , Gen_loss: -0.36119428 MI_loss: 21.875769 Detection error: 0.00979626178741455 time: 10:20:47.567886
- B/E: 98 / 253 , Gen_loss: -0.3672703 MI_loss: 22.160889 Detection error: 0.009783148765563965 time: 10:20:48.464062
- B/E: 99 / 253 , Gen_loss: -0.36804566 MI_loss: 22.350529 Detection error: 0.009783446788787842 time: 10:20:49.361400
- B/E: 100 / 253 , Gen_loss: -0.3658439 MI_loss: 22.120676 Detection error: 0.00978773832321167 time: 10:20:50.206481
- B/E: 101 / 253 , Gen_loss: -0.3574839 MI_loss: 21.67735 Detection error: 0.009789228439331055 time: 10:20:51.094189
- B/E: 102 / 253 , Gen_loss: -0.35893205 MI_loss: 21.67741 Detection error: 0.009790360927581787 time: 10:20:51.973665
- B/E: 103 / 253 , Gen_loss: -0.36009663 MI_loss: 21.860052 Detection error: 0.009788155555725098 time: 10:20:52.876261
- B/E: 104 / 253 , Gen_loss: -0.34985152 MI_loss: 21.125124 Detection error: 0.009788990020751953 time: 10:20:53.775129
- B/E: 105 / 253 , Gen_loss: -0.3640654 MI_loss: 22.023481 Detection error: 0.009786844253540039 time: 10:20:54.757756
- B/E: 106 / 253 , Gen_loss: -0.37064922 MI_loss: 22.456997 Detection error: 0.009787678718566895 time: 10:20:55.658877
- B/E: 107 / 253 , Gen_loss: -0.36896095 MI_loss: 22.371265 Detection error: 0.00978761911392212 time: 10:20:56.554759
- B/E: 108 / 253 , Gen_loss: -0.35734993 MI_loss: 21.622604 Detection error: 0.009792745113372803 time: 10:20:57.451509
- B/E: 109 / 253 , Gen_loss: -0.36714354 MI_loss: 22.184324 Detection error: 0.009789764881134033 time: 10:20:58.281771
- B/E: 110 / 253 , Gen_loss: -0.3664151 MI_loss: 22.13501 Detection error: 0.009782373905181885 time: 10:20:59.064262
- B/E: 111 / 253 , Gen_loss: -0.3721225 MI_loss: 22.556835 Detection error: 0.00977790355682373 time: 10:20:59.880949
- B/E: 112 / 253 , Gen_loss: -0.36451823 MI_loss: 22.119087 Detection error: 0.009782075881958008 time: 10:21:00.699552
- B/E: 113 / 253 , Gen_loss: -0.34841505 MI_loss: 21.155598 Detection error: 0.00978177785873413 time: 10:21:01.595562
- B/E: 114 / 253 , Gen_loss: -0.35714337 MI_loss: 21.726871 Detection error: 0.009785056114196777 time: 10:21:02.451777
- B/E: 115 / 253 , Gen_loss: -0.37254134 MI_loss: 22.593163 Detection error: 0.009779095649719238 time: 10:21:03.341566
- B/E: 116 / 253 , Gen_loss: -0.3653227 MI_loss: 22.033968 Detection error: 0.009778320789337158 time: 10:21:04.243389
- B/E: 117 / 253 , Gen_loss: -0.35506868 MI_loss: 21.60602 Detection error: 0.009782850742340088 time: 10:21:05.142122
- B/E: 118 / 253 , Gen_loss: -0.3571312 MI_loss: 21.603441 Detection error: 0.009775996208190918 time: 10:21:06.044442
- B/E: 119 / 253 , Gen_loss: -0.35704648 MI_loss: 21.763823 Detection error: 0.009776830673217773 time: 10:21:06.943301
- B/E: 120 / 253 , Gen_loss: -0.3546707 MI_loss: 21.587326 Detection error: 0.009770393371582031 time: 10:21:07.841057
- B/E: 121 / 253 , Gen_loss: -0.3585372 MI_loss: 21.875578 Detection error: 0.009773075580596924 time: 10:21:08.814500
- B/E: 122 / 253 , Gen_loss: -0.3580465 MI_loss: 21.617859 Detection error: 0.009771108627319336 time: 10:21:09.723064
- B/E: 123 / 253 , Gen_loss: -0.35523066 MI_loss: 21.429157 Detection error: 0.009762346744537354 time: 10:21:10.625557
- B/E: 124 / 253 , Gen_loss: -0.3525569 MI_loss: 21.334076 Detection error: 0.009759485721588135 time: 10:21:11.525516
- B/E: 125 / 253 , Gen_loss: -0.35813195 MI_loss: 21.71968 Detection error: 0.009765148162841797 time: 10:21:12.432658
- B/E: 126 / 253 , Gen_loss: -0.3675894 MI_loss: 22.317524 Detection error: 0.009773850440979004 time: 10:21:13.342758
- B/E: 127 / 253 , Gen_loss: -0.35509005 MI_loss: 21.552776 Detection error: 0.009770989418029785 time: 10:21:14.242365
- B/E: 128 / 253 , Gen_loss: -0.3558891 MI_loss: 21.628048 Detection error: 0.009780526161193848 time: 10:21:15.142064
- B/E: 129 / 253 , Gen_loss: -0.36366543 MI_loss: 22.346235 Detection error: 0.009784162044525146 time: 10:21:16.064538
- B/E: 130 / 253 , Gen_loss: -0.36053914 MI_loss: 21.80109 Detection error: 0.009790778160095215 time: 10:21:16.960332
- B/E: 131 / 253 , Gen_loss: -0.35732827 MI_loss: 21.451862 Detection error: 0.009794533252716064 time: 10:21:17.856986
- B/E: 132 / 253 , Gen_loss: -0.36505553 MI_loss: 22.141167 Detection error: 0.009792506694793701 time: 10:21:18.751484
- B/E: 133 / 253 , Gen_loss: -0.37082052 MI_loss: 22.462831 Detection error: 0.00979548692703247 time: 10:21:19.630699
- B/E: 134 / 253 , Gen_loss: -0.346352 MI_loss: 21.196117 Detection error: 0.009801387786865234 time: 10:21:20.521691
- B/E: 135 / 253 , Gen_loss: -0.35397252 MI_loss: 21.442276 Detection error: 0.009806036949157715 time: 10:21:21.411289
- B/E: 136 / 253 , Gen_loss: -0.3603745 MI_loss: 21.827015 Detection error: 0.009807229042053223 time: 10:21:22.292733
- B/E: 137 / 253 , Gen_loss: -0.35357153 MI_loss: 21.443222 Detection error: 0.009807050228118896 time: 10:21:23.269332
- B/E: 138 / 253 , Gen_loss: -0.36145657 MI_loss: 21.876549 Detection error: 0.009810686111450195 time: 10:21:24.155223
- B/E: 139 / 253 , Gen_loss: -0.3602667 MI_loss: 21.850666 Detection error: 0.009814083576202393 time: 10:21:25.014945
- B/E: 140 / 253 , Gen_loss: -0.35894355 MI_loss: 21.77902 Detection error: 0.009812474250793457 time: 10:21:25.786331
- B/E: 141 / 253 , Gen_loss: -0.36375716 MI_loss: 21.989275 Detection error: 0.009811162948608398 time: 10:21:26.652336
- B/E: 142 / 253 , Gen_loss: -0.35743597 MI_loss: 21.702541 Detection error: 0.009810328483581543 time: 10:21:27.552363
- B/E: 143 / 253 , Gen_loss: -0.36819103 MI_loss: 22.386974 Detection error: 0.009807705879211426 time: 10:21:28.433164
- B/E: 144 / 253 , Gen_loss: -0.3646521 MI_loss: 21.95811 Detection error: 0.009817659854888916 time: 10:21:29.314776
- B/E: 145 / 253 , Gen_loss: -0.36015362 MI_loss: 21.872936 Detection error: 0.009821891784667969 time: 10:21:30.205858
- B/E: 146 / 253 , Gen_loss: -0.3527362 MI_loss: 21.195864 Detection error: 0.009820997714996338 time: 10:21:31.092575
- B/E: 147 / 253 , Gen_loss: -0.35557523 MI_loss: 21.652792 Detection error: 0.009824097156524658 time: 10:21:31.972117
- B/E: 148 / 253 , Gen_loss: -0.36213964 MI_loss: 22.004187 Detection error: 0.00982654094696045 time: 10:21:32.863405
- B/E: 149 / 253 , Gen_loss: -0.3538773 MI_loss: 21.508215 Detection error: 0.009832262992858887 time: 10:21:33.748308
-
- Test Loss: 10.259564 Test Error: 0.010675013065338135
- -----
- EPOCH: 254
- B/E: 0 / 254 , Gen_loss: -0.3583507 MI_loss: 21.76709 Detection error: 0.010593771934509277 time: 10:21:35.714961
- B/E: 1 / 254 , Gen_loss: -0.34776816 MI_loss: 21.135971 Detection error: 0.010171890258789062 time: 10:22:13.159070
- B/E: 2 / 254 , Gen_loss: -0.3587192 MI_loss: 21.636406 Detection error: 0.00970834493637085 time: 10:22:14.184371
- B/E: 3 / 254 , Gen_loss: -0.35859358 MI_loss: 21.618671 Detection error: 0.009710907936096191 time: 10:22:15.067969
- B/E: 4 / 254 , Gen_loss: -0.36431915 MI_loss: 22.148535 Detection error: 0.009718775749206543 time: 10:22:15.959485
- B/E: 5 / 254 , Gen_loss: -0.36032337 MI_loss: 21.984596 Detection error: 0.009765625 time: 10:22:16.852620
- B/E: 6 / 254 , Gen_loss: -0.35224962 MI_loss: 21.447134 Detection error: 0.009750008583068848 time: 10:22:17.737037
- B/E: 7 / 254 , Gen_loss: -0.3612629 MI_loss: 21.94838 Detection error: 0.009839832782745361 time: 10:22:18.620098
- B/E: 8 / 254 , Gen_loss: -0.36104196 MI_loss: 21.85919 Detection error: 0.00977778434753418 time: 10:22:19.513315
- B/E: 9 / 254 , Gen_loss: -0.35669392 MI_loss: 21.628345 Detection error: 0.009771883487701416 time: 10:22:20.397433
- B/E: 10 / 254 , Gen_loss: -0.36728415 MI_loss: 22.29153 Detection error: 0.009784102439880371 time: 10:22:21.283543
- B/E: 11 / 254 , Gen_loss: -0.34994015 MI_loss: 21.219307 Detection error: 0.009820342063903809 time: 10:22:22.176706
- B/E: 12 / 254 , Gen_loss: -0.3682386 MI_loss: 22.341675 Detection error: 0.009870171546936035 time: 10:22:23.062562
- B/E: 13 / 254 , Gen_loss: -0.35508898 MI_loss: 21.633537 Detection error: 0.009868323802947998 time: 10:22:23.950481
- B/E: 14 / 254 , Gen_loss: -0.36955443 MI_loss: 22.252876 Detection error: 0.009814560413360596 time: 10:22:24.854967
- B/E: 15 / 254 , Gen_loss: -0.35780153 MI_loss: 21.655033 Detection error: 0.009820342063903809 time: 10:22:25.678281
- B/E: 16 / 254 , Gen_loss: -0.35997185 MI_loss: 21.782013 Detection error: 0.009797811508178711 time: 10:22:26.563766
- B/E: 17 / 254 , Gen_loss: -0.3751184 MI_loss: 22.63882 Detection error: 0.009782969951629639 time: 10:22:27.446323
- B/E: 18 / 254 , Gen_loss: -0.3542321 MI_loss: 21.62684 Detection error: 0.009750008583068848 time: 10:22:28.410228
- B/E: 19 / 254 , Gen_loss: -0.35731918 MI_loss: 21.706089 Detection error: 0.00976407527923584 time: 10:22:29.291968
- B/E: 20 / 254 , Gen_loss: -0.3612118 MI_loss: 21.890488 Detection error: 0.009796142578125 time: 10:22:30.178142
- B/E: 21 / 254 , Gen_loss: -0.34974137 MI_loss: 21.157345 Detection error: 0.009801149368286133 time: 10:22:31.077643
- B/E: 22 / 254 , Gen_loss: -0.35715777 MI_loss: 21.719505 Detection error: 0.00979757308959961 time: 10:22:31.956984
- B/E: 23 / 254 , Gen_loss: -0.35376707 MI_loss: 21.276192 Detection error: 0.009794294834136963 time: 10:22:32.843645
- B/E: 24 / 254 , Gen_loss: -0.36499333 MI_loss: 22.093143 Detection error: 0.009788751602172852 time: 10:22:33.752624
- B/E: 25 / 254 , Gen_loss: -0.3472895 MI_loss: 20.996775 Detection error: 0.009818494319915771 time: 10:22:34.639845
- B/E: 26 / 254 , Gen_loss: -0.36387694 MI_loss: 22.214676 Detection error: 0.009858787059783936 time: 10:22:35.523512
- B/E: 27 / 254 , Gen_loss: -0.37372202 MI_loss: 22.595331 Detection error: 0.00987166166305542 time: 10:22:36.431269
- B/E: 28 / 254 , Gen_loss: -0.36777908 MI_loss: 22.192745 Detection error: 0.00987929105758667 time: 10:22:37.319261
- B/E: 29 / 254 , Gen_loss: -0.3619859 MI_loss: 21.849243 Detection error: 0.009872913360595703 time: 10:22:38.199178
- B/E: 30 / 254 , Gen_loss: -0.35980865 MI_loss: 21.80724 Detection error: 0.009871959686279297 time: 10:22:39.086029
- B/E: 31 / 254 , Gen_loss: -0.3536399 MI_loss: 21.51335 Detection error: 0.009842753410339355 time: 10:22:40.074018
- B/E: 32 / 254 , Gen_loss: -0.36910477 MI_loss: 22.32618 Detection error: 0.009828627109527588 time: 10:22:40.959713
- B/E: 33 / 254 , Gen_loss: -0.3562116 MI_loss: 21.710535 Detection error: 0.009821712970733643 time: 10:22:41.845711
- B/E: 34 / 254 , Gen_loss: -0.35274655 MI_loss: 21.403091 Detection error: 0.009818732738494873 time: 10:22:42.733094
- B/E: 35 / 254 , Gen_loss: -0.36527625 MI_loss: 22.08846 Detection error: 0.009794294834136963 time: 10:22:43.621570
- B/E: 36 / 254 , Gen_loss: -0.3726021 MI_loss: 22.466293 Detection error: 0.009804904460906982 time: 10:22:44.506018
- B/E: 37 / 254 , Gen_loss: -0.3568369 MI_loss: 21.702871 Detection error: 0.009799361228942871 time: 10:22:45.391230
- B/E: 38 / 254 , Gen_loss: -0.36141416 MI_loss: 21.926693 Detection error: 0.009820520877838135 time: 10:22:46.281918
- B/E: 39 / 254 , Gen_loss: -0.35879076 MI_loss: 21.696283 Detection error: 0.0098038911819458 time: 10:22:47.166941
- B/E: 40 / 254 , Gen_loss: -0.351323 MI_loss: 21.313066 Detection error: 0.009799540042877197 time: 10:22:48.052185
- B/E: 41 / 254 , Gen_loss: -0.36167023 MI_loss: 22.111042 Detection error: 0.009802103042602539 time: 10:22:48.935364
- B/E: 42 / 254 , Gen_loss: -0.3526561 MI_loss: 21.347988 Detection error: 0.009792149066925049 time: 10:22:49.773247
- B/E: 43 / 254 , Gen_loss: -0.362324 MI_loss: 21.884943 Detection error: 0.009791910648345947 time: 10:22:50.548700
- B/E: 44 / 254 , Gen_loss: -0.36178932 MI_loss: 21.952526 Detection error: 0.009797215461730957 time: 10:22:51.326566
- B/E: 45 / 254 , Gen_loss: -0.36887795 MI_loss: 22.161592 Detection error: 0.009807050228118896 time: 10:22:52.101450
- B/E: 46 / 254 , Gen_loss: -0.3572742 MI_loss: 21.637512 Detection error: 0.009826481342315674 time: 10:22:52.960333
- B/E: 47 / 254 , Gen_loss: -0.36542326 MI_loss: 22.001251 Detection error: 0.009820342063903809 time: 10:22:53.851507
- B/E: 48 / 254 , Gen_loss: -0.36091375 MI_loss: 21.971382 Detection error: 0.0098341703414917 time: 10:22:54.816412
- B/E: 49 / 254 , Gen_loss: -0.3657127 MI_loss: 22.177273 Detection error: 0.009841859340667725 time: 10:22:55.701485
- B/E: 50 / 254 , Gen_loss: -0.35562927 MI_loss: 21.50653 Detection error: 0.009847402572631836 time: 10:22:56.580423
- B/E: 51 / 254 , Gen_loss: -0.35569605 MI_loss: 21.640701 Detection error: 0.009852170944213867 time: 10:22:57.472711
- B/E: 52 / 254 , Gen_loss: -0.35464442 MI_loss: 21.454067 Detection error: 0.009844362735748291 time: 10:22:58.358205
- B/E: 53 / 254 , Gen_loss: -0.36042154 MI_loss: 21.708195 Detection error: 0.009858191013336182 time: 10:22:59.243705
- B/E: 54 / 254 , Gen_loss: -0.3624233 MI_loss: 21.888819 Detection error: 0.009859085083007812 time: 10:23:00.131177
- B/E: 55 / 254 , Gen_loss: -0.35632473 MI_loss: 21.567509 Detection error: 0.009842634201049805 time: 10:23:01.016791
- B/E: 56 / 254 , Gen_loss: -0.35683116 MI_loss: 21.618101 Detection error: 0.009829521179199219 time: 10:23:01.898288
- B/E: 57 / 254 , Gen_loss: -0.3658131 MI_loss: 22.230621 Detection error: 0.009822726249694824 time: 10:23:02.781068
- B/E: 58 / 254 , Gen_loss: -0.36275187 MI_loss: 21.948584 Detection error: 0.009816229343414307 time: 10:23:03.664740
- B/E: 59 / 254 , Gen_loss: -0.3525151 MI_loss: 21.362427 Detection error: 0.009829163551330566 time: 10:23:04.557285
- B/E: 60 / 254 , Gen_loss: -0.36773244 MI_loss: 22.252794 Detection error: 0.009822249412536621 time: 10:23:05.448213
- B/E: 61 / 254 , Gen_loss: -0.37033838 MI_loss: 22.447487 Detection error: 0.009828627109527588 time: 10:23:06.336247
- B/E: 62 / 254 , Gen_loss: -0.3585791 MI_loss: 21.802263 Detection error: 0.009828388690948486 time: 10:23:07.219774
- B/E: 63 / 254 , Gen_loss: -0.35736433 MI_loss: 21.640392 Detection error: 0.009826183319091797 time: 10:23:08.155712
- B/E: 64 / 254 , Gen_loss: -0.36659065 MI_loss: 22.305775 Detection error: 0.009830772876739502 time: 10:23:08.948793
- B/E: 65 / 254 , Gen_loss: -0.36415693 MI_loss: 22.095592 Detection error: 0.009822428226470947 time: 10:23:09.801634
- B/E: 66 / 254 , Gen_loss: -0.3618042 MI_loss: 21.966948 Detection error: 0.009823203086853027 time: 10:23:10.686958
- B/E: 67 / 254 , Gen_loss: -0.37263128 MI_loss: 22.540794 Detection error: 0.009813904762268066 time: 10:23:11.584320
- B/E: 68 / 254 , Gen_loss: -0.35144252 MI_loss: 21.258907 Detection error: 0.00982290506362915 time: 10:23:12.467183
- B/E: 69 / 254 , Gen_loss: -0.3576276 MI_loss: 21.682228 Detection error: 0.009829044342041016 time: 10:23:13.348754
- B/E: 70 / 254 , Gen_loss: -0.3664829 MI_loss: 22.237726 Detection error: 0.009827911853790283 time: 10:23:14.249306
- B/E: 71 / 254 , Gen_loss: -0.35133082 MI_loss: 21.345394 Detection error: 0.009823799133300781 time: 10:23:15.132189
- B/E: 72 / 254 , Gen_loss: -0.3603341 MI_loss: 21.809805 Detection error: 0.009824037551879883 time: 10:23:16.017729
- B/E: 73 / 254 , Gen_loss: -0.35801512 MI_loss: 21.632023 Detection error: 0.009819269180297852 time: 10:23:16.924276
- B/E: 74 / 254 , Gen_loss: -0.3622466 MI_loss: 22.113605 Detection error: 0.009816646575927734 time: 10:23:17.751409
- B/E: 75 / 254 , Gen_loss: -0.35783446 MI_loss: 21.855675 Detection error: 0.009810447692871094 time: 10:23:18.529935
- B/E: 76 / 254 , Gen_loss: -0.35949332 MI_loss: 21.844296 Detection error: 0.009814918041229248 time: 10:23:19.303196
- B/E: 77 / 254 , Gen_loss: -0.35807216 MI_loss: 21.691216 Detection error: 0.009815692901611328 time: 10:23:20.079258
- B/E: 78 / 254 , Gen_loss: -0.36554384 MI_loss: 22.099203 Detection error: 0.009813308715820312 time: 10:23:20.856449
- B/E: 79 / 254 , Gen_loss: -0.3635395 MI_loss: 22.19108 Detection error: 0.009823799133300781 time: 10:23:21.724031
- B/E: 80 / 254 , Gen_loss: -0.36013168 MI_loss: 21.80623 Detection error: 0.009833335876464844 time: 10:23:22.502814
- B/E: 81 / 254 , Gen_loss: -0.36431938 MI_loss: 22.118912 Detection error: 0.009826958179473877 time: 10:23:23.279385
- B/E: 82 / 254 , Gen_loss: -0.3622712 MI_loss: 21.985493 Detection error: 0.009825706481933594 time: 10:23:24.066421
- B/E: 83 / 254 , Gen_loss: -0.36518374 MI_loss: 22.044895 Detection error: 0.009827375411987305 time: 10:23:24.925695
- B/E: 84 / 254 , Gen_loss: -0.3553359 MI_loss: 21.550657 Detection error: 0.009824991226196289 time: 10:23:25.813483
- B/E: 85 / 254 , Gen_loss: -0.35906616 MI_loss: 21.693836 Detection error: 0.00980597734451294 time: 10:23:26.638718
- B/E: 86 / 254 , Gen_loss: -0.35746336 MI_loss: 21.596334 Detection error: 0.009806394577026367 time: 10:23:27.410863
- B/E: 87 / 254 , Gen_loss: -0.36198476 MI_loss: 21.80141 Detection error: 0.009785890579223633 time: 10:23:28.224932
- B/E: 88 / 254 , Gen_loss: -0.35211524 MI_loss: 21.298922 Detection error: 0.009779512882232666 time: 10:23:29.035415
- B/E: 89 / 254 , Gen_loss: -0.35566652 MI_loss: 21.528038 Detection error: 0.00978994369506836 time: 10:23:29.902004
- B/E: 90 / 254 , Gen_loss: -0.36424074 MI_loss: 22.06624 Detection error: 0.0097922682762146 time: 10:23:30.786687
- B/E: 91 / 254 , Gen_loss: -0.35839477 MI_loss: 21.619476 Detection error: 0.009796202182769775 time: 10:23:31.676058
- B/E: 92 / 254 , Gen_loss: -0.34687385 MI_loss: 20.950062 Detection error: 0.009785592555999756 time: 10:23:32.517964
- B/E: 93 / 254 , Gen_loss: -0.35880288 MI_loss: 21.70192 Detection error: 0.009782910346984863 time: 10:23:33.305006
- B/E: 94 / 254 , Gen_loss: -0.3527589 MI_loss: 21.433825 Detection error: 0.00979602336883545 time: 10:23:34.171956
- B/E: 95 / 254 , Gen_loss: -0.36713266 MI_loss: 22.23892 Detection error: 0.00980079174041748 time: 10:23:35.144862
- B/E: 96 / 254 , Gen_loss: -0.35563415 MI_loss: 21.537645 Detection error: 0.009796738624572754 time: 10:23:36.026993
- B/E: 97 / 254 , Gen_loss: -0.3511969 MI_loss: 21.30395 Detection error: 0.009793698787689209 time: 10:23:36.915324
- B/E: 98 / 254 , Gen_loss: -0.36545283 MI_loss: 22.076014 Detection error: 0.009780943393707275 time: 10:23:37.806307
- B/E: 99 / 254 , Gen_loss: -0.3610613 MI_loss: 21.898745 Detection error: 0.00977998971939087 time: 10:23:38.685935
- B/E: 100 / 254 , Gen_loss: -0.35738602 MI_loss: 21.811441 Detection error: 0.009775996208190918 time: 10:23:39.564901
- B/E: 101 / 254 , Gen_loss: -0.3501635 MI_loss: 21.374914 Detection error: 0.009786784648895264 time: 10:23:40.451431
- B/E: 102 / 254 , Gen_loss: -0.3589837 MI_loss: 21.723436 Detection error: 0.009784281253814697 time: 10:23:41.333320
- B/E: 103 / 254 , Gen_loss: -0.36244053 MI_loss: 21.997475 Detection error: 0.009780347347259521 time: 10:23:42.215515
- B/E: 104 / 254 , Gen_loss: -0.35639912 MI_loss: 21.596828 Detection error: 0.009786009788513184 time: 10:23:43.099325
- B/E: 105 / 254 , Gen_loss: -0.3563271 MI_loss: 21.662643 Detection error: 0.009784221649169922 time: 10:23:43.985133
- B/E: 106 / 254 , Gen_loss: -0.3639025 MI_loss: 22.079082 Detection error: 0.009783565998077393 time: 10:23:44.830299
- B/E: 107 / 254 , Gen_loss: -0.35887432 MI_loss: 21.75177 Detection error: 0.00978994369506836 time: 10:23:45.627875
- B/E: 108 / 254 , Gen_loss: -0.35430917 MI_loss: 21.549168 Detection error: 0.009788990020751953 time: 10:23:46.432185
- B/E: 109 / 254 , Gen_loss: -0.36083844 MI_loss: 21.894373 Detection error: 0.009787797927856445 time: 10:23:47.222188
- B/E: 110 / 254 , Gen_loss: -0.35430765 MI_loss: 21.367966 Detection error: 0.009780943393707275 time: 10:23:48.032246
- B/E: 111 / 254 , Gen_loss: -0.36423868 MI_loss: 22.004194 Detection error: 0.009778439998626709 time: 10:23:48.882366
- B/E: 112 / 254 , Gen_loss: -0.370748 MI_loss: 22.270407 Detection error: 0.009778201580047607 time: 10:23:49.709669
- B/E: 113 / 254 , Gen_loss: -0.3534854 MI_loss: 21.490551 Detection error: 0.009782910346984863 time: 10:23:50.563822
- B/E: 114 / 254 , Gen_loss: -0.35801563 MI_loss: 21.793715 Detection error: 0.009784221649169922 time: 10:23:51.354520
- B/E: 115 / 254 , Gen_loss: -0.3652218 MI_loss: 22.088907 Detection error: 0.009780704975128174 time: 10:23:52.149883
- B/E: 116 / 254 , Gen_loss: -0.3631274 MI_loss: 22.12445 Detection error: 0.00977855920791626 time: 10:23:52.926072
- B/E: 117 / 254 , Gen_loss: -0.34626114 MI_loss: 21.118328 Detection error: 0.009778618812561035 time: 10:23:53.723193
- B/E: 118 / 254 , Gen_loss: -0.35442057 MI_loss: 21.493279 Detection error: 0.009774923324584961 time: 10:23:54.541684
- B/E: 119 / 254 , Gen_loss: -0.36339173 MI_loss: 22.089256 Detection error: 0.009770035743713379 time: 10:23:55.387644
- B/E: 120 / 254 , Gen_loss: -0.36094737 MI_loss: 21.979908 Detection error: 0.009769856929779053 time: 10:23:56.161182
- B/E: 121 / 254 , Gen_loss: -0.36192706 MI_loss: 21.78363 Detection error: 0.009771525859832764 time: 10:23:56.939745
- B/E: 122 / 254 , Gen_loss: -0.3691132 MI_loss: 22.310509 Detection error: 0.00976651906967163 time: 10:23:57.754527
- B/E: 123 / 254 , Gen_loss: -0.35758287 MI_loss: 21.466892 Detection error: 0.009760558605194092 time: 10:23:58.588737
- B/E: 124 / 254 , Gen_loss: -0.3510358 MI_loss: 21.283836 Detection error: 0.00976097583770752 time: 10:23:59.371403
- B/E: 125 / 254 , Gen_loss: -0.35524094 MI_loss: 21.531622 Detection error: 0.009762406349182129 time: 10:24:00.186687
- B/E: 126 / 254 , Gen_loss: -0.36755884 MI_loss: 22.355341 Detection error: 0.009769439697265625 time: 10:24:01.042032
- B/E: 127 / 254 , Gen_loss: -0.36748773 MI_loss: 22.352524 Detection error: 0.009771227836608887 time: 10:24:02.023412
- B/E: 128 / 254 , Gen_loss: -0.3668712 MI_loss: 22.42117 Detection error: 0.009776890277862549 time: 10:24:02.904475
- B/E: 129 / 254 , Gen_loss: -0.36507446 MI_loss: 22.24237 Detection error: 0.009785115718841553 time: 10:24:03.785332
- B/E: 130 / 254 , Gen_loss: -0.36569232 MI_loss: 22.130005 Detection error: 0.009790301322937012 time: 10:24:04.670338
- B/E: 131 / 254 , Gen_loss: -0.35336918 MI_loss: 21.409262 Detection error: 0.009794771671295166 time: 10:24:05.560672
- B/E: 132 / 254 , Gen_loss: -0.361915 MI_loss: 21.891233 Detection error: 0.009790182113647461 time: 10:24:06.442120
- B/E: 133 / 254 , Gen_loss: -0.3522957 MI_loss: 21.341366 Detection error: 0.00979524850845337 time: 10:24:07.333325
- B/E: 134 / 254 , Gen_loss: -0.35386765 MI_loss: 21.541906 Detection error: 0.009800255298614502 time: 10:24:08.220683
- B/E: 135 / 254 , Gen_loss: -0.3449475 MI_loss: 20.890123 Detection error: 0.00980377197265625 time: 10:24:09.102695
- B/E: 136 / 254 , Gen_loss: -0.34862444 MI_loss: 21.1423 Detection error: 0.009802937507629395 time: 10:24:09.988349
- B/E: 137 / 254 , Gen_loss: -0.36505163 MI_loss: 22.021832 Detection error: 0.009805262088775635 time: 10:24:10.876186
- B/E: 138 / 254 , Gen_loss: -0.3649409 MI_loss: 22.169933 Detection error: 0.009807348251342773 time: 10:24:11.763530
- B/E: 139 / 254 , Gen_loss: -0.3712265 MI_loss: 22.471344 Detection error: 0.009812474250793457 time: 10:24:12.653247
- B/E: 140 / 254 , Gen_loss: -0.35414234 MI_loss: 21.45203 Detection error: 0.00981050729751587 time: 10:24:13.536449
- B/E: 141 / 254 , Gen_loss: -0.36437997 MI_loss: 21.92104 Detection error: 0.009805023670196533 time: 10:24:14.424590
- B/E: 142 / 254 , Gen_loss: -0.36221266 MI_loss: 22.08379 Detection error: 0.009808123111724854 time: 10:24:15.243863
- B/E: 143 / 254 , Gen_loss: -0.35952282 MI_loss: 21.683208 Detection error: 0.009807705879211426 time: 10:24:16.098687
- B/E: 144 / 254 , Gen_loss: -0.3567631 MI_loss: 21.73753 Detection error: 0.009818077087402344 time: 10:24:16.874151
- B/E: 145 / 254 , Gen_loss: -0.34726757 MI_loss: 20.888908 Detection error: 0.009820222854614258 time: 10:24:17.650276
- B/E: 146 / 254 , Gen_loss: -0.36314794 MI_loss: 21.878643 Detection error: 0.009821414947509766 time: 10:24:18.427914
- B/E: 147 / 254 , Gen_loss: -0.3672007 MI_loss: 22.230194 Detection error: 0.009821772575378418 time: 10:24:19.197083
- B/E: 148 / 254 , Gen_loss: -0.3549642 MI_loss: 21.454243 Detection error: 0.009825527667999268 time: 10:24:19.974428
- B/E: 149 / 254 , Gen_loss: -0.36640635 MI_loss: 22.256947 Detection error: 0.009830236434936523 time: 10:24:20.824394
-
- Test Loss: 10.265732 Test Error: 0.010675013065338135
- -----
- EPOCH: 255
- B/E: 0 / 255 , Gen_loss: -0.36612466 MI_loss: 22.09199 Detection error: 0.010656237602233887 time: 10:24:22.661341
- B/E: 1 / 255 , Gen_loss: -0.36494407 MI_loss: 22.080215 Detection error: 0.010109364986419678 time: 10:25:00.355261
- B/E: 2 / 255 , Gen_loss: -0.3600988 MI_loss: 21.7653 Detection error: 0.009687483310699463 time: 10:25:01.268910
- B/E: 3 / 255 , Gen_loss: -0.38003248 MI_loss: 23.160917 Detection error: 0.009648442268371582 time: 10:25:02.160954
- B/E: 4 / 255 , Gen_loss: -0.3600884 MI_loss: 21.970932 Detection error: 0.00966876745223999 time: 10:25:02.984898
- B/E: 5 / 255 , Gen_loss: -0.3513817 MI_loss: 21.371838 Detection error: 0.009796857833862305 time: 10:25:03.859668
- B/E: 6 / 255 , Gen_loss: -0.35459659 MI_loss: 21.559608 Detection error: 0.009852707386016846 time: 10:25:04.685281
- B/E: 7 / 255 , Gen_loss: -0.35102102 MI_loss: 21.340302 Detection error: 0.00989454984664917 time: 10:25:05.473744
- B/E: 8 / 255 , Gen_loss: -0.35755295 MI_loss: 21.622221 Detection error: 0.009812474250793457 time: 10:25:06.250045
- B/E: 9 / 255 , Gen_loss: -0.355727 MI_loss: 21.526009 Detection error: 0.009806275367736816 time: 10:25:07.065284
- B/E: 10 / 255 , Gen_loss: -0.3700908 MI_loss: 22.557713 Detection error: 0.009772717952728271 time: 10:25:07.855443
- B/E: 11 / 255 , Gen_loss: -0.36176533 MI_loss: 21.93586 Detection error: 0.009807288646697998 time: 10:25:08.642785
- B/E: 12 / 255 , Gen_loss: -0.3554139 MI_loss: 21.544909 Detection error: 0.009901463985443115 time: 10:25:09.415013
- B/E: 13 / 255 , Gen_loss: -0.36323613 MI_loss: 21.983526 Detection error: 0.009897291660308838 time: 10:25:10.184860
- B/E: 14 / 255 , Gen_loss: -0.37200713 MI_loss: 22.412695 Detection error: 0.009854137897491455 time: 10:25:10.964904
- B/E: 15 / 255 , Gen_loss: -0.36719006 MI_loss: 22.29067 Detection error: 0.00984567403793335 time: 10:25:11.755273
- B/E: 16 / 255 , Gen_loss: -0.36280733 MI_loss: 21.917435 Detection error: 0.009847402572631836 time: 10:25:12.623901
- B/E: 17 / 255 , Gen_loss: -0.36382315 MI_loss: 22.078556 Detection error: 0.00981074571609497 time: 10:25:13.509108
- B/E: 18 / 255 , Gen_loss: -0.34926012 MI_loss: 21.100082 Detection error: 0.009781241416931152 time: 10:25:14.416335
- B/E: 19 / 255 , Gen_loss: -0.34898823 MI_loss: 21.336794 Detection error: 0.009796857833862305 time: 10:25:15.354587
- B/E: 20 / 255 , Gen_loss: -0.36158708 MI_loss: 21.875286 Detection error: 0.00982290506362915 time: 10:25:16.320853
- B/E: 21 / 255 , Gen_loss: -0.36017013 MI_loss: 21.918447 Detection error: 0.009835243225097656 time: 10:25:17.236216
- B/E: 22 / 255 , Gen_loss: -0.362522 MI_loss: 21.910591 Detection error: 0.009805679321289062 time: 10:25:18.125599
- B/E: 23 / 255 , Gen_loss: -0.36044115 MI_loss: 21.739504 Detection error: 0.009812474250793457 time: 10:25:19.008830
- B/E: 24 / 255 , Gen_loss: -0.35935897 MI_loss: 21.704191 Detection error: 0.00980997085571289 time: 10:25:19.923609
- B/E: 25 / 255 , Gen_loss: -0.35819608 MI_loss: 21.59709 Detection error: 0.009814918041229248 time: 10:25:20.804550
- B/E: 26 / 255 , Gen_loss: -0.35936996 MI_loss: 21.970167 Detection error: 0.009853005409240723 time: 10:25:21.691038
- B/E: 27 / 255 , Gen_loss: -0.35953328 MI_loss: 21.799232 Detection error: 0.009866058826446533 time: 10:25:22.574660
- B/E: 28 / 255 , Gen_loss: -0.36192977 MI_loss: 21.802242 Detection error: 0.009874999523162842 time: 10:25:23.454646
- B/E: 29 / 255 , Gen_loss: -0.35821256 MI_loss: 21.89145 Detection error: 0.009905219078063965 time: 10:25:24.335433
- B/E: 30 / 255 , Gen_loss: -0.35520288 MI_loss: 21.64336 Detection error: 0.009868979454040527 time: 10:25:25.217166
- B/E: 31 / 255 , Gen_loss: -0.35993692 MI_loss: 21.835176 Detection error: 0.009836912155151367 time: 10:25:26.109043
- B/E: 32 / 255 , Gen_loss: -0.3654004 MI_loss: 22.225468 Detection error: 0.009866476058959961 time: 10:25:26.988825
- B/E: 33 / 255 , Gen_loss: -0.3485764 MI_loss: 20.979136 Detection error: 0.009831786155700684 time: 10:25:27.872694
- B/E: 34 / 255 , Gen_loss: -0.34962982 MI_loss: 21.142336 Detection error: 0.009830355644226074 time: 10:25:28.759926
- B/E: 35 / 255 , Gen_loss: -0.3646344 MI_loss: 22.077114 Detection error: 0.009821176528930664 time: 10:25:29.642625
- B/E: 36 / 255 , Gen_loss: -0.3646783 MI_loss: 22.047232 Detection error: 0.009825170040130615 time: 10:25:30.628277
- B/E: 37 / 255 , Gen_loss: -0.36558452 MI_loss: 22.14436 Detection error: 0.009808361530303955 time: 10:25:31.531917
- B/E: 38 / 255 , Gen_loss: -0.36459908 MI_loss: 22.05396 Detection error: 0.009820520877838135 time: 10:25:32.417125
- B/E: 39 / 255 , Gen_loss: -0.36962774 MI_loss: 22.333324 Detection error: 0.009818732738494873 time: 10:25:33.298014
- B/E: 40 / 255 , Gen_loss: -0.36399662 MI_loss: 21.96116 Detection error: 0.009804904460906982 time: 10:25:34.180343
- B/E: 41 / 255 , Gen_loss: -0.35917965 MI_loss: 21.80296 Detection error: 0.009802103042602539 time: 10:25:35.063775
- B/E: 42 / 255 , Gen_loss: -0.35212466 MI_loss: 21.39584 Detection error: 0.009805262088775635 time: 10:25:35.887352
- B/E: 43 / 255 , Gen_loss: -0.3641065 MI_loss: 21.83396 Detection error: 0.009798288345336914 time: 10:25:36.661955
- B/E: 44 / 255 , Gen_loss: -0.35446283 MI_loss: 21.559044 Detection error: 0.009813189506530762 time: 10:25:37.440624
- B/E: 45 / 255 , Gen_loss: -0.3675059 MI_loss: 22.400629 Detection error: 0.009817242622375488 time: 10:25:38.259451
- B/E: 46 / 255 , Gen_loss: -0.3607676 MI_loss: 21.884327 Detection error: 0.00982046127319336 time: 10:25:39.029753
- B/E: 47 / 255 , Gen_loss: -0.3610326 MI_loss: 21.827517 Detection error: 0.009825527667999268 time: 10:25:39.819610
- B/E: 48 / 255 , Gen_loss: -0.36122155 MI_loss: 21.892326 Detection error: 0.009839296340942383 time: 10:25:40.601585
- B/E: 49 / 255 , Gen_loss: -0.3506519 MI_loss: 21.255493 Detection error: 0.009846270084381104 time: 10:25:41.393320
- B/E: 50 / 255 , Gen_loss: -0.36451694 MI_loss: 22.07785 Detection error: 0.009849905967712402 time: 10:25:42.166880
- B/E: 51 / 255 , Gen_loss: -0.3621876 MI_loss: 21.945082 Detection error: 0.00985097885131836 time: 10:25:42.942696
- B/E: 52 / 255 , Gen_loss: -0.36355624 MI_loss: 22.005415 Detection error: 0.009850800037384033 time: 10:25:43.800402
- B/E: 53 / 255 , Gen_loss: -0.36761603 MI_loss: 22.18906 Detection error: 0.009863436222076416 time: 10:25:44.568555
- B/E: 54 / 255 , Gen_loss: -0.36510447 MI_loss: 21.977009 Detection error: 0.009867072105407715 time: 10:25:45.482581
- B/E: 55 / 255 , Gen_loss: -0.3529063 MI_loss: 21.417269 Detection error: 0.009849309921264648 time: 10:25:46.378039
- B/E: 56 / 255 , Gen_loss: -0.35589045 MI_loss: 21.632046 Detection error: 0.009844303131103516 time: 10:25:47.259184
- B/E: 57 / 255 , Gen_loss: -0.36348456 MI_loss: 21.978394 Detection error: 0.009829223155975342 time: 10:25:48.140823
- B/E: 58 / 255 , Gen_loss: -0.36575782 MI_loss: 22.212934 Detection error: 0.009820997714996338 time: 10:25:49.031469
- B/E: 59 / 255 , Gen_loss: -0.35589907 MI_loss: 21.575731 Detection error: 0.009834885597229004 time: 10:25:49.913362
- B/E: 60 / 255 , Gen_loss: -0.35405135 MI_loss: 21.376982 Detection error: 0.00983351469039917 time: 10:25:50.794696
- B/E: 61 / 255 , Gen_loss: -0.358675 MI_loss: 21.93893 Detection error: 0.009831666946411133 time: 10:25:51.692724
- B/E: 62 / 255 , Gen_loss: -0.35912508 MI_loss: 21.733524 Detection error: 0.009839296340942383 time: 10:25:52.582485
- B/E: 63 / 255 , Gen_loss: -0.35533947 MI_loss: 21.705616 Detection error: 0.009834468364715576 time: 10:25:53.469527
- B/E: 64 / 255 , Gen_loss: -0.3484421 MI_loss: 20.975206 Detection error: 0.009834587574005127 time: 10:25:54.372336
- B/E: 65 / 255 , Gen_loss: -0.36009562 MI_loss: 21.653355 Detection error: 0.009837150573730469 time: 10:25:55.258096
- B/E: 66 / 255 , Gen_loss: -0.3638756 MI_loss: 21.958637 Detection error: 0.009828329086303711 time: 10:25:56.148330
- B/E: 67 / 255 , Gen_loss: -0.36444578 MI_loss: 21.864332 Detection error: 0.009820759296417236 time: 10:25:57.055244
- B/E: 68 / 255 , Gen_loss: -0.3599111 MI_loss: 21.805956 Detection error: 0.009831070899963379 time: 10:25:58.035648
- B/E: 69 / 255 , Gen_loss: -0.3581074 MI_loss: 21.771412 Detection error: 0.00983572006225586 time: 10:25:58.915336
- B/E: 70 / 255 , Gen_loss: -0.37015107 MI_loss: 22.40417 Detection error: 0.00982743501663208 time: 10:25:59.804744
- B/E: 71 / 255 , Gen_loss: -0.3564257 MI_loss: 21.665531 Detection error: 0.009830296039581299 time: 10:26:00.690904
- B/E: 72 / 255 , Gen_loss: -0.3578747 MI_loss: 21.68585 Detection error: 0.009833037853240967 time: 10:26:01.590807
- B/E: 73 / 255 , Gen_loss: -0.36245826 MI_loss: 21.990717 Detection error: 0.009832322597503662 time: 10:26:02.480006
- B/E: 74 / 255 , Gen_loss: -0.37529618 MI_loss: 22.875431 Detection error: 0.009828329086303711 time: 10:26:03.371565
- B/E: 75 / 255 , Gen_loss: -0.35058644 MI_loss: 21.25809 Detection error: 0.009818673133850098 time: 10:26:04.255451
- B/E: 76 / 255 , Gen_loss: -0.35476765 MI_loss: 21.529041 Detection error: 0.00982588529586792 time: 10:26:05.138677
- B/E: 77 / 255 , Gen_loss: -0.35266697 MI_loss: 21.40339 Detection error: 0.0098189115524292 time: 10:26:06.024992
- B/E: 78 / 255 , Gen_loss: -0.3626095 MI_loss: 21.875376 Detection error: 0.00981450080871582 time: 10:26:06.912430
- B/E: 79 / 255 , Gen_loss: -0.3616279 MI_loss: 21.963442 Detection error: 0.009828150272369385 time: 10:26:07.797099
- B/E: 80 / 255 , Gen_loss: -0.36513677 MI_loss: 22.084505 Detection error: 0.009837985038757324 time: 10:26:08.684758
- B/E: 81 / 255 , Gen_loss: -0.35325834 MI_loss: 21.257393 Detection error: 0.009825468063354492 time: 10:26:09.575645
- B/E: 82 / 255 , Gen_loss: -0.35648593 MI_loss: 21.546865 Detection error: 0.009823799133300781 time: 10:26:10.460981
- B/E: 83 / 255 , Gen_loss: -0.36378527 MI_loss: 22.00687 Detection error: 0.00982886552810669 time: 10:26:11.305957
- B/E: 84 / 255 , Gen_loss: -0.35810587 MI_loss: 21.79976 Detection error: 0.00982755422592163 time: 10:26:12.296903
- B/E: 85 / 255 , Gen_loss: -0.36452785 MI_loss: 22.090519 Detection error: 0.00980377197265625 time: 10:26:13.135906
- B/E: 86 / 255 , Gen_loss: -0.36848965 MI_loss: 22.351498 Detection error: 0.009807109832763672 time: 10:26:14.020792
- B/E: 87 / 255 , Gen_loss: -0.36661595 MI_loss: 22.115385 Detection error: 0.009791910648345947 time: 10:26:14.905837
- B/E: 88 / 255 , Gen_loss: -0.35601452 MI_loss: 21.570986 Detection error: 0.009784400463104248 time: 10:26:15.787194
- B/E: 89 / 255 , Gen_loss: -0.35485047 MI_loss: 21.603277 Detection error: 0.009794473648071289 time: 10:26:16.666178
- B/E: 90 / 255 , Gen_loss: -0.35941935 MI_loss: 21.732853 Detection error: 0.0097922682762146 time: 10:26:17.555351
- B/E: 91 / 255 , Gen_loss: -0.3635732 MI_loss: 22.210026 Detection error: 0.009800255298614502 time: 10:26:18.440733
- B/E: 92 / 255 , Gen_loss: -0.35098404 MI_loss: 21.337315 Detection error: 0.009785294532775879 time: 10:26:19.322082
- B/E: 93 / 255 , Gen_loss: -0.3604897 MI_loss: 21.942797 Detection error: 0.009783923625946045 time: 10:26:20.205423
- B/E: 94 / 255 , Gen_loss: -0.35784897 MI_loss: 21.880108 Detection error: 0.00979536771774292 time: 10:26:21.095621
- B/E: 95 / 255 , Gen_loss: -0.36176366 MI_loss: 21.91148 Detection error: 0.009798824787139893 time: 10:26:21.978509
- B/E: 96 / 255 , Gen_loss: -0.35689166 MI_loss: 21.571985 Detection error: 0.009795725345611572 time: 10:26:22.858015
- B/E: 97 / 255 , Gen_loss: -0.3550552 MI_loss: 21.500597 Detection error: 0.009789526462554932 time: 10:26:23.741010
- B/E: 98 / 255 , Gen_loss: -0.3695808 MI_loss: 22.310163 Detection error: 0.009780943393707275 time: 10:26:24.628942
- B/E: 99 / 255 , Gen_loss: -0.36574838 MI_loss: 22.274864 Detection error: 0.009778439998626709 time: 10:26:25.527585
- B/E: 100 / 255 , Gen_loss: -0.36231184 MI_loss: 21.9275 Detection error: 0.009775042533874512 time: 10:26:26.491447
- B/E: 101 / 255 , Gen_loss: -0.3652235 MI_loss: 22.118029 Detection error: 0.009789526462554932 time: 10:26:27.378968
- B/E: 102 / 255 , Gen_loss: -0.35764068 MI_loss: 21.700514 Detection error: 0.009784579277038574 time: 10:26:28.264093
- B/E: 103 / 255 , Gen_loss: -0.36195222 MI_loss: 21.910217 Detection error: 0.009781241416931152 time: 10:26:29.132290
- B/E: 104 / 255 , Gen_loss: -0.35793778 MI_loss: 21.738312 Detection error: 0.009783029556274414 time: 10:26:29.939514
- B/E: 105 / 255 , Gen_loss: -0.35236043 MI_loss: 21.46971 Detection error: 0.009784221649169922 time: 10:26:30.749289
- B/E: 106 / 255 , Gen_loss: -0.3508107 MI_loss: 21.290936 Detection error: 0.009786784648895264 time: 10:26:31.551863
- B/E: 107 / 255 , Gen_loss: -0.36351854 MI_loss: 21.869526 Detection error: 0.00978994369506836 time: 10:26:32.364763
- B/E: 108 / 255 , Gen_loss: -0.3536178 MI_loss: 21.388008 Detection error: 0.009786427021026611 time: 10:26:33.146908
- B/E: 109 / 255 , Gen_loss: -0.36691222 MI_loss: 22.233292 Detection error: 0.009786367416381836 time: 10:26:33.957610
- B/E: 110 / 255 , Gen_loss: -0.35910648 MI_loss: 21.694328 Detection error: 0.009780943393707275 time: 10:26:34.831537
- B/E: 111 / 255 , Gen_loss: -0.3705677 MI_loss: 22.542301 Detection error: 0.009777367115020752 time: 10:26:35.712579
- B/E: 112 / 255 , Gen_loss: -0.35784656 MI_loss: 21.687325 Detection error: 0.009778201580047607 time: 10:26:36.597726
- B/E: 113 / 255 , Gen_loss: -0.35570657 MI_loss: 21.682486 Detection error: 0.009780406951904297 time: 10:26:37.502298
- B/E: 114 / 255 , Gen_loss: -0.3636005 MI_loss: 22.162659 Detection error: 0.009782612323760986 time: 10:26:38.339543
- B/E: 115 / 255 , Gen_loss: -0.3642399 MI_loss: 21.918882 Detection error: 0.009780168533325195 time: 10:26:39.112372
- B/E: 116 / 255 , Gen_loss: -0.35933906 MI_loss: 21.778168 Detection error: 0.009776711463928223 time: 10:26:40.011421
- B/E: 117 / 255 , Gen_loss: -0.35488403 MI_loss: 21.851017 Detection error: 0.00978308916091919 time: 10:26:40.781854
- B/E: 118 / 255 , Gen_loss: -0.35890016 MI_loss: 21.540775 Detection error: 0.009777843952178955 time: 10:26:41.560835
- B/E: 119 / 255 , Gen_loss: -0.3513116 MI_loss: 21.161386 Detection error: 0.009773433208465576 time: 10:26:42.447217
- B/E: 120 / 255 , Gen_loss: -0.35452223 MI_loss: 21.505724 Detection error: 0.00976938009262085 time: 10:26:43.330189
- B/E: 121 / 255 , Gen_loss: -0.36108637 MI_loss: 21.959747 Detection error: 0.009776115417480469 time: 10:26:44.219525
- B/E: 122 / 255 , Gen_loss: -0.3551513 MI_loss: 21.467876 Detection error: 0.009771108627319336 time: 10:26:45.104973
- B/E: 123 / 255 , Gen_loss: -0.3649167 MI_loss: 21.984371 Detection error: 0.009763121604919434 time: 10:26:45.985485
- B/E: 124 / 255 , Gen_loss: -0.36478585 MI_loss: 22.156012 Detection error: 0.009762763977050781 time: 10:26:46.869755
- B/E: 125 / 255 , Gen_loss: -0.36011764 MI_loss: 21.737082 Detection error: 0.009763658046722412 time: 10:26:47.755711
- B/E: 126 / 255 , Gen_loss: -0.35515672 MI_loss: 21.616356 Detection error: 0.009776830673217773 time: 10:26:48.639262
- B/E: 127 / 255 , Gen_loss: -0.359294 MI_loss: 21.733614 Detection error: 0.009770989418029785 time: 10:26:49.519069
- B/E: 128 / 255 , Gen_loss: -0.36185807 MI_loss: 21.902977 Detection error: 0.009779572486877441 time: 10:26:50.414475
- B/E: 129 / 255 , Gen_loss: -0.37366283 MI_loss: 22.723824 Detection error: 0.009783387184143066 time: 10:26:51.306620
- B/E: 130 / 255 , Gen_loss: -0.36010584 MI_loss: 21.861523 Detection error: 0.009794116020202637 time: 10:26:52.189926
- B/E: 131 / 255 , Gen_loss: -0.3555011 MI_loss: 21.456688 Detection error: 0.009796142578125 time: 10:26:53.079356
- B/E: 132 / 255 , Gen_loss: -0.36465704 MI_loss: 22.006424 Detection error: 0.009793460369110107 time: 10:26:54.046330
- B/E: 133 / 255 , Gen_loss: -0.3597296 MI_loss: 21.77686 Detection error: 0.009797334671020508 time: 10:26:54.931655
- B/E: 134 / 255 , Gen_loss: -0.36116582 MI_loss: 21.914951 Detection error: 0.009802758693695068 time: 10:26:55.820472
- B/E: 135 / 255 , Gen_loss: -0.35780346 MI_loss: 21.651144 Detection error: 0.00980144739151001 time: 10:26:56.701274
- B/E: 136 / 255 , Gen_loss: -0.36735252 MI_loss: 22.31967 Detection error: 0.009807705879211426 time: 10:26:57.502609
- B/E: 137 / 255 , Gen_loss: -0.3535336 MI_loss: 21.367306 Detection error: 0.00980842113494873 time: 10:26:58.328883
- B/E: 138 / 255 , Gen_loss: -0.36385176 MI_loss: 22.176191 Detection error: 0.009809553623199463 time: 10:26:59.165633
- B/E: 139 / 255 , Gen_loss: -0.35506135 MI_loss: 21.581861 Detection error: 0.009817421436309814 time: 10:27:00.039051
- B/E: 140 / 255 , Gen_loss: -0.35305366 MI_loss: 21.421247 Detection error: 0.009815812110900879 time: 10:27:00.855096
- B/E: 141 / 255 , Gen_loss: -0.37069264 MI_loss: 22.354149 Detection error: 0.00980919599533081 time: 10:27:01.628094
- B/E: 142 / 255 , Gen_loss: -0.36211455 MI_loss: 21.890175 Detection error: 0.009808778762817383 time: 10:27:02.399518
- B/E: 143 / 255 , Gen_loss: -0.36065128 MI_loss: 21.935627 Detection error: 0.009803414344787598 time: 10:27:03.177674
- B/E: 144 / 255 , Gen_loss: -0.35379174 MI_loss: 21.535423 Detection error: 0.009815514087677002 time: 10:27:04.060678
- B/E: 145 / 255 , Gen_loss: -0.3573061 MI_loss: 21.650208 Detection error: 0.009824931621551514 time: 10:27:04.943469
- B/E: 146 / 255 , Gen_loss: -0.36176473 MI_loss: 21.882225 Detection error: 0.009822726249694824 time: 10:27:05.824396
- B/E: 147 / 255 , Gen_loss: -0.3639939 MI_loss: 22.134815 Detection error: 0.009822189807891846 time: 10:27:06.717527
- B/E: 148 / 255 , Gen_loss: -0.35393336 MI_loss: 21.566147 Detection error: 0.009825706481933594 time: 10:27:07.684141
- B/E: 149 / 255 , Gen_loss: -0.3636025 MI_loss: 22.07919 Detection error: 0.009832680225372314 time: 10:27:08.571104
-
- Test Loss: 10.262894 Test Error: 0.010708332061767578
- -----
- EPOCH: 256
- B/E: 0 / 256 , Gen_loss: -0.35657138 MI_loss: 21.634268 Detection error: 0.010375022888183594 time: 10:27:10.522932
- B/E: 1 / 256 , Gen_loss: -0.35598674 MI_loss: 21.543922 Detection error: 0.010296881198883057 time: 10:27:49.232516
- B/E: 2 / 256 , Gen_loss: -0.3527892 MI_loss: 21.233007 Detection error: 0.009770810604095459 time: 10:27:50.148353
- B/E: 3 / 256 , Gen_loss: -0.3654446 MI_loss: 22.222569 Detection error: 0.009718775749206543 time: 10:27:51.046612
- B/E: 4 / 256 , Gen_loss: -0.35534573 MI_loss: 21.693262 Detection error: 0.009675025939941406 time: 10:27:51.925959
- B/E: 5 / 256 , Gen_loss: -0.3533687 MI_loss: 21.681423 Detection error: 0.009812474250793457 time: 10:27:52.807997
- B/E: 6 / 256 , Gen_loss: -0.3552053 MI_loss: 21.520346 Detection error: 0.009866058826446533 time: 10:27:53.710590
- B/E: 7 / 256 , Gen_loss: -0.351168 MI_loss: 21.366125 Detection error: 0.009917974472045898 time: 10:27:54.591767
- B/E: 8 / 256 , Gen_loss: -0.3610359 MI_loss: 21.700186 Detection error: 0.009819447994232178 time: 10:27:55.474186
- B/E: 9 / 256 , Gen_loss: -0.3619092 MI_loss: 21.886208 Detection error: 0.009781241416931152 time: 10:27:56.390801
- B/E: 10 / 256 , Gen_loss: -0.36135256 MI_loss: 21.827486 Detection error: 0.009772717952728271 time: 10:27:57.378671
- B/E: 11 / 256 , Gen_loss: -0.35977834 MI_loss: 21.826641 Detection error: 0.009807288646697998 time: 10:27:58.266086
- B/E: 12 / 256 , Gen_loss: -0.3577819 MI_loss: 21.748522 Detection error: 0.00988703966140747 time: 10:27:59.148075
- B/E: 13 / 256 , Gen_loss: -0.35888654 MI_loss: 21.679703 Detection error: 0.009868323802947998 time: 10:28:00.062340
- B/E: 14 / 256 , Gen_loss: -0.35386115 MI_loss: 21.313805 Detection error: 0.009831249713897705 time: 10:28:00.916591
- B/E: 15 / 256 , Gen_loss: -0.3605084 MI_loss: 21.905483 Detection error: 0.00985938310623169 time: 10:28:01.790214
- B/E: 16 / 256 , Gen_loss: -0.36119428 MI_loss: 21.820572 Detection error: 0.0098419189453125 time: 10:28:02.674329
- B/E: 17 / 256 , Gen_loss: -0.3542054 MI_loss: 21.379679 Detection error: 0.009814262390136719 time: 10:28:03.563606
- B/E: 18 / 256 , Gen_loss: -0.35226816 MI_loss: 21.32177 Detection error: 0.009782910346984863 time: 10:28:04.447266
- B/E: 19 / 256 , Gen_loss: -0.35778543 MI_loss: 21.640684 Detection error: 0.009787499904632568 time: 10:28:05.329463
- B/E: 20 / 256 , Gen_loss: -0.35921457 MI_loss: 21.734009 Detection error: 0.009810984134674072 time: 10:28:06.213028
- B/E: 21 / 256 , Gen_loss: -0.35671744 MI_loss: 21.772453 Detection error: 0.009823858737945557 time: 10:28:07.096879
- B/E: 22 / 256 , Gen_loss: -0.36126637 MI_loss: 21.773594 Detection error: 0.009812474250793457 time: 10:28:07.983900
- B/E: 23 / 256 , Gen_loss: -0.36702994 MI_loss: 22.094486 Detection error: 0.00980466604232788 time: 10:28:08.876844
- B/E: 24 / 256 , Gen_loss: -0.36158642 MI_loss: 21.97927 Detection error: 0.009792506694793701 time: 10:28:09.758998
- B/E: 25 / 256 , Gen_loss: -0.3569431 MI_loss: 21.532501 Detection error: 0.009831726551055908 time: 10:28:10.724360
- B/E: 26 / 256 , Gen_loss: -0.3486113 MI_loss: 21.23303 Detection error: 0.009865760803222656 time: 10:28:11.606091
- B/E: 27 / 256 , Gen_loss: -0.35050413 MI_loss: 21.350231 Detection error: 0.009862720966339111 time: 10:28:12.488210
- B/E: 28 / 256 , Gen_loss: -0.36349404 MI_loss: 22.034733 Detection error: 0.00986635684967041 time: 10:28:13.373724
- B/E: 29 / 256 , Gen_loss: -0.35878825 MI_loss: 21.776062 Detection error: 0.00988227128982544 time: 10:28:14.262666
- B/E: 30 / 256 , Gen_loss: -0.3621638 MI_loss: 21.968128 Detection error: 0.009871959686279297 time: 10:28:15.142860
- B/E: 31 / 256 , Gen_loss: -0.35358265 MI_loss: 21.470022 Detection error: 0.009846687316894531 time: 10:28:16.031249
- B/E: 32 / 256 , Gen_loss: -0.3598831 MI_loss: 21.733696 Detection error: 0.009835243225097656 time: 10:28:16.920869
- B/E: 33 / 256 , Gen_loss: -0.35702243 MI_loss: 21.550957 Detection error: 0.009804248809814453 time: 10:28:17.793447
- B/E: 34 / 256 , Gen_loss: -0.35917446 MI_loss: 21.846315 Detection error: 0.009824097156524658 time: 10:28:18.605443
- B/E: 35 / 256 , Gen_loss: -0.36794028 MI_loss: 22.096994 Detection error: 0.009807288646697998 time: 10:28:19.419744
- B/E: 36 / 256 , Gen_loss: -0.3675448 MI_loss: 22.271418 Detection error: 0.009810805320739746 time: 10:28:20.191836
- B/E: 37 / 256 , Gen_loss: -0.355106 MI_loss: 21.43419 Detection error: 0.009800136089324951 time: 10:28:21.047837
- B/E: 38 / 256 , Gen_loss: -0.35483557 MI_loss: 21.449669 Detection error: 0.00981813669204712 time: 10:28:21.930433
- B/E: 39 / 256 , Gen_loss: -0.3623166 MI_loss: 21.894976 Detection error: 0.0098000168800354 time: 10:28:22.762070
- B/E: 40 / 256 , Gen_loss: -0.3710247 MI_loss: 22.538622 Detection error: 0.009797990322113037 time: 10:28:23.598322
- B/E: 41 / 256 , Gen_loss: -0.36523223 MI_loss: 22.129847 Detection error: 0.009806573390960693 time: 10:28:24.573353
- B/E: 42 / 256 , Gen_loss: -0.35735786 MI_loss: 21.686954 Detection error: 0.009798705577850342 time: 10:28:25.456687
- B/E: 43 / 256 , Gen_loss: -0.3670942 MI_loss: 22.129894 Detection error: 0.009788334369659424 time: 10:28:26.349120
- B/E: 44 / 256 , Gen_loss: -0.34727246 MI_loss: 21.026138 Detection error: 0.009804189205169678 time: 10:28:27.131478
- B/E: 45 / 256 , Gen_loss: -0.36927566 MI_loss: 22.36503 Detection error: 0.009823381900787354 time: 10:28:27.963178
- B/E: 46 / 256 , Gen_loss: -0.3604557 MI_loss: 21.747957 Detection error: 0.009818494319915771 time: 10:28:28.785636
- B/E: 47 / 256 , Gen_loss: -0.35888302 MI_loss: 21.67679 Detection error: 0.009817063808441162 time: 10:28:29.685989
- B/E: 48 / 256 , Gen_loss: -0.36280838 MI_loss: 21.968666 Detection error: 0.009832918643951416 time: 10:28:30.567339
- B/E: 49 / 256 , Gen_loss: -0.35668647 MI_loss: 21.68557 Detection error: 0.009839355945587158 time: 10:28:31.465613
- B/E: 50 / 256 , Gen_loss: -0.35199186 MI_loss: 21.376434 Detection error: 0.009846806526184082 time: 10:28:32.351879
- B/E: 51 / 256 , Gen_loss: -0.35195825 MI_loss: 21.396559 Detection error: 0.009844958782196045 time: 10:28:33.159722
- B/E: 52 / 256 , Gen_loss: -0.36693573 MI_loss: 22.17375 Detection error: 0.009845495223999023 time: 10:28:33.928732
- B/E: 53 / 256 , Gen_loss: -0.3521504 MI_loss: 21.155622 Detection error: 0.009848356246948242 time: 10:28:34.823357
- B/E: 54 / 256 , Gen_loss: -0.3565355 MI_loss: 21.584105 Detection error: 0.009855687618255615 time: 10:28:35.709846
- B/E: 55 / 256 , Gen_loss: -0.36251664 MI_loss: 22.080034 Detection error: 0.009843170642852783 time: 10:28:36.597459
- B/E: 56 / 256 , Gen_loss: -0.36231443 MI_loss: 21.951591 Detection error: 0.009827852249145508 time: 10:28:37.476689
- B/E: 57 / 256 , Gen_loss: -0.3707744 MI_loss: 22.535036 Detection error: 0.009824872016906738 time: 10:28:38.459220
- B/E: 58 / 256 , Gen_loss: -0.36325055 MI_loss: 21.954063 Detection error: 0.009817242622375488 time: 10:28:39.343802
- B/E: 59 / 256 , Gen_loss: -0.36055908 MI_loss: 21.831234 Detection error: 0.009826064109802246 time: 10:28:40.228147
- B/E: 60 / 256 , Gen_loss: -0.36685854 MI_loss: 22.07241 Detection error: 0.00982123613357544 time: 10:28:41.111731
- B/E: 61 / 256 , Gen_loss: -0.35508066 MI_loss: 21.63234 Detection error: 0.009829103946685791 time: 10:28:41.990004
- B/E: 62 / 256 , Gen_loss: -0.36488146 MI_loss: 22.047009 Detection error: 0.009828388690948486 time: 10:28:42.875765
- B/E: 63 / 256 , Gen_loss: -0.36232972 MI_loss: 21.950907 Detection error: 0.009823262691497803 time: 10:28:43.763952
- B/E: 64 / 256 , Gen_loss: -0.36676228 MI_loss: 22.380024 Detection error: 0.009821176528930664 time: 10:28:44.648440
- B/E: 65 / 256 , Gen_loss: -0.360058 MI_loss: 21.87184 Detection error: 0.009818673133850098 time: 10:28:45.529309
- B/E: 66 / 256 , Gen_loss: -0.36460826 MI_loss: 22.037834 Detection error: 0.009817659854888916 time: 10:28:46.426899
- B/E: 67 / 256 , Gen_loss: -0.37083748 MI_loss: 22.385124 Detection error: 0.009814321994781494 time: 10:28:47.313363
- B/E: 68 / 256 , Gen_loss: -0.35687223 MI_loss: 21.674818 Detection error: 0.009820222854614258 time: 10:28:48.193830
- B/E: 69 / 256 , Gen_loss: -0.36258993 MI_loss: 21.996267 Detection error: 0.009827256202697754 time: 10:28:49.080487
- B/E: 70 / 256 , Gen_loss: -0.35168248 MI_loss: 21.306414 Detection error: 0.009823501110076904 time: 10:28:49.975075
- B/E: 71 / 256 , Gen_loss: -0.35576692 MI_loss: 21.597675 Detection error: 0.009822070598602295 time: 10:28:50.866592
- B/E: 72 / 256 , Gen_loss: -0.37080872 MI_loss: 22.48126 Detection error: 0.009827911853790283 time: 10:28:51.750340
- B/E: 73 / 256 , Gen_loss: -0.3691872 MI_loss: 22.356554 Detection error: 0.009820938110351562 time: 10:28:52.722245
- B/E: 74 / 256 , Gen_loss: -0.35836765 MI_loss: 21.826746 Detection error: 0.009818732738494873 time: 10:28:53.608884
- B/E: 75 / 256 , Gen_loss: -0.35254705 MI_loss: 21.432259 Detection error: 0.009806334972381592 time: 10:28:54.496029
- B/E: 76 / 256 , Gen_loss: -0.3620123 MI_loss: 21.998188 Detection error: 0.009811699390411377 time: 10:28:55.374886
- B/E: 77 / 256 , Gen_loss: -0.3597424 MI_loss: 21.774479 Detection error: 0.009810924530029297 time: 10:28:56.254823
- B/E: 78 / 256 , Gen_loss: -0.3761302 MI_loss: 22.778547 Detection error: 0.00980299711227417 time: 10:28:57.135326
- B/E: 79 / 256 , Gen_loss: -0.36784372 MI_loss: 22.342213 Detection error: 0.009816408157348633 time: 10:28:58.019139
- B/E: 80 / 256 , Gen_loss: -0.3508131 MI_loss: 21.180906 Detection error: 0.00982367992401123 time: 10:28:58.899366
- B/E: 81 / 256 , Gen_loss: -0.359839 MI_loss: 21.767382 Detection error: 0.009818971157073975 time: 10:28:59.781596
- B/E: 82 / 256 , Gen_loss: -0.3698845 MI_loss: 22.411549 Detection error: 0.009816288948059082 time: 10:29:00.664181
- B/E: 83 / 256 , Gen_loss: -0.3587623 MI_loss: 21.66935 Detection error: 0.009812474250793457 time: 10:29:01.547327
- B/E: 84 / 256 , Gen_loss: -0.3583903 MI_loss: 21.606623 Detection error: 0.009810686111450195 time: 10:29:02.421621
- B/E: 85 / 256 , Gen_loss: -0.36433512 MI_loss: 21.97348 Detection error: 0.009789228439331055 time: 10:29:03.250829
- B/E: 86 / 256 , Gen_loss: -0.36446103 MI_loss: 22.20127 Detection error: 0.009796679019927979 time: 10:29:04.164709
- B/E: 87 / 256 , Gen_loss: -0.36089242 MI_loss: 21.782997 Detection error: 0.009778082370758057 time: 10:29:05.054384
- B/E: 88 / 256 , Gen_loss: -0.35768056 MI_loss: 21.836039 Detection error: 0.009771764278411865 time: 10:29:05.944215
- B/E: 89 / 256 , Gen_loss: -0.36203867 MI_loss: 22.129877 Detection error: 0.009778499603271484 time: 10:29:06.931635
- B/E: 90 / 256 , Gen_loss: -0.354266 MI_loss: 21.307854 Detection error: 0.009782254695892334 time: 10:29:07.823307
- B/E: 91 / 256 , Gen_loss: -0.35997277 MI_loss: 21.805477 Detection error: 0.009787380695343018 time: 10:29:08.703187
- B/E: 92 / 256 , Gen_loss: -0.35922346 MI_loss: 21.79923 Detection error: 0.00977015495300293 time: 10:29:09.610893
- B/E: 93 / 256 , Gen_loss: -0.36678421 MI_loss: 22.346886 Detection error: 0.009769618511199951 time: 10:29:10.493594
- B/E: 94 / 256 , Gen_loss: -0.360982 MI_loss: 22.047548 Detection error: 0.00978553295135498 time: 10:29:11.370690
- B/E: 95 / 256 , Gen_loss: -0.35684595 MI_loss: 21.597286 Detection error: 0.009792327880859375 time: 10:29:12.257434
- B/E: 96 / 256 , Gen_loss: -0.35509187 MI_loss: 21.482561 Detection error: 0.0097886323928833 time: 10:29:13.154142
- B/E: 97 / 256 , Gen_loss: -0.36523294 MI_loss: 22.101685 Detection error: 0.00978153944015503 time: 10:29:14.038133
- B/E: 98 / 256 , Gen_loss: -0.35466856 MI_loss: 21.311096 Detection error: 0.009769856929779053 time: 10:29:14.918359
- B/E: 99 / 256 , Gen_loss: -0.36028355 MI_loss: 21.7234 Detection error: 0.009771883487701416 time: 10:29:15.774103
- B/E: 100 / 256 , Gen_loss: -0.3729379 MI_loss: 22.685865 Detection error: 0.009771645069122314 time: 10:29:16.546607
- B/E: 101 / 256 , Gen_loss: -0.34255373 MI_loss: 20.88245 Detection error: 0.009779095649719238 time: 10:29:17.319429
- B/E: 102 / 256 , Gen_loss: -0.347878 MI_loss: 21.132565 Detection error: 0.009777307510375977 time: 10:29:18.099324
- B/E: 103 / 256 , Gen_loss: -0.3692371 MI_loss: 22.402746 Detection error: 0.009775519371032715 time: 10:29:18.955679
- B/E: 104 / 256 , Gen_loss: -0.36630845 MI_loss: 22.086771 Detection error: 0.009777963161468506 time: 10:29:19.841644
- B/E: 105 / 256 , Gen_loss: -0.37388182 MI_loss: 22.70186 Detection error: 0.009773015975952148 time: 10:29:20.820839
- B/E: 106 / 256 , Gen_loss: -0.36520854 MI_loss: 22.097845 Detection error: 0.009778022766113281 time: 10:29:21.710519
- B/E: 107 / 256 , Gen_loss: -0.36646938 MI_loss: 22.065067 Detection error: 0.00977635383605957 time: 10:29:22.592947
- B/E: 108 / 256 , Gen_loss: -0.35610926 MI_loss: 21.697174 Detection error: 0.009782969951629639 time: 10:29:23.474874
- B/E: 109 / 256 , Gen_loss: -0.36712763 MI_loss: 22.22319 Detection error: 0.00977557897567749 time: 10:29:24.369446
- B/E: 110 / 256 , Gen_loss: -0.35945183 MI_loss: 21.696365 Detection error: 0.009771406650543213 time: 10:29:25.256003
- B/E: 111 / 256 , Gen_loss: -0.36063376 MI_loss: 21.87133 Detection error: 0.009768128395080566 time: 10:29:26.139992
- B/E: 112 / 256 , Gen_loss: -0.3622986 MI_loss: 21.760347 Detection error: 0.009769082069396973 time: 10:29:27.031839
- B/E: 113 / 256 , Gen_loss: -0.35811198 MI_loss: 21.820051 Detection error: 0.009775221347808838 time: 10:29:27.921836
- B/E: 114 / 256 , Gen_loss: -0.3567377 MI_loss: 21.75791 Detection error: 0.009776651859283447 time: 10:29:28.806792
- B/E: 115 / 256 , Gen_loss: -0.3661123 MI_loss: 22.15871 Detection error: 0.009770214557647705 time: 10:29:29.698186
- B/E: 116 / 256 , Gen_loss: -0.36705935 MI_loss: 22.185642 Detection error: 0.009772419929504395 time: 10:29:30.585738
- B/E: 117 / 256 , Gen_loss: -0.35183895 MI_loss: 21.241608 Detection error: 0.009773850440979004 time: 10:29:31.469736
- B/E: 118 / 256 , Gen_loss: -0.35900468 MI_loss: 21.72446 Detection error: 0.009768366813659668 time: 10:29:32.359911
- B/E: 119 / 256 , Gen_loss: -0.35982558 MI_loss: 21.729887 Detection error: 0.00976252555847168 time: 10:29:33.243902
- B/E: 120 / 256 , Gen_loss: -0.36270142 MI_loss: 22.011528 Detection error: 0.00976419448852539 time: 10:29:34.131510
- B/E: 121 / 256 , Gen_loss: -0.3654155 MI_loss: 22.180487 Detection error: 0.009768962860107422 time: 10:29:35.099127
- B/E: 122 / 256 , Gen_loss: -0.357448 MI_loss: 21.577755 Detection error: 0.009758412837982178 time: 10:29:35.991671
- B/E: 123 / 256 , Gen_loss: -0.35325676 MI_loss: 21.478653 Detection error: 0.009756028652191162 time: 10:29:36.880440
- B/E: 124 / 256 , Gen_loss: -0.36077 MI_loss: 21.861122 Detection error: 0.009753525257110596 time: 10:29:37.764614
- B/E: 125 / 256 , Gen_loss: -0.3574692 MI_loss: 21.688633 Detection error: 0.009755730628967285 time: 10:29:38.651226
- B/E: 126 / 256 , Gen_loss: -0.36454862 MI_loss: 22.176378 Detection error: 0.009766459465026855 time: 10:29:39.535745
- B/E: 127 / 256 , Gen_loss: -0.35145774 MI_loss: 21.35124 Detection error: 0.009765863418579102 time: 10:29:40.415630
- B/E: 128 / 256 , Gen_loss: -0.36225858 MI_loss: 21.928572 Detection error: 0.009773492813110352 time: 10:29:41.310514
- B/E: 129 / 256 , Gen_loss: -0.35762295 MI_loss: 21.780521 Detection error: 0.009780049324035645 time: 10:29:42.197483
- B/E: 130 / 256 , Gen_loss: -0.36818346 MI_loss: 22.329937 Detection error: 0.00978386402130127 time: 10:29:43.080910
- B/E: 131 / 256 , Gen_loss: -0.3642276 MI_loss: 22.03817 Detection error: 0.009789526462554932 time: 10:29:43.971956
- B/E: 132 / 256 , Gen_loss: -0.35683355 MI_loss: 21.480576 Detection error: 0.009784996509552002 time: 10:29:44.860535
- B/E: 133 / 256 , Gen_loss: -0.36069417 MI_loss: 21.749626 Detection error: 0.009790122509002686 time: 10:29:45.744930
- B/E: 134 / 256 , Gen_loss: -0.36337346 MI_loss: 22.174633 Detection error: 0.009795844554901123 time: 10:29:46.660143
- B/E: 135 / 256 , Gen_loss: -0.35991472 MI_loss: 21.68324 Detection error: 0.00979548692703247 time: 10:29:47.461423
- B/E: 136 / 256 , Gen_loss: -0.35447285 MI_loss: 21.55561 Detection error: 0.009797453880310059 time: 10:29:48.277892
- B/E: 137 / 256 , Gen_loss: -0.35757163 MI_loss: 21.58179 Detection error: 0.009799838066101074 time: 10:29:49.142147
- B/E: 138 / 256 , Gen_loss: -0.35197824 MI_loss: 21.372334 Detection error: 0.009803056716918945 time: 10:29:50.032228
- B/E: 139 / 256 , Gen_loss: -0.36945128 MI_loss: 22.429749 Detection error: 0.009806275367736816 time: 10:29:50.917215
- B/E: 140 / 256 , Gen_loss: -0.35705453 MI_loss: 21.75062 Detection error: 0.00980985164642334 time: 10:29:51.786143
- B/E: 141 / 256 , Gen_loss: -0.35126644 MI_loss: 21.064436 Detection error: 0.009802579879760742 time: 10:29:52.658419
- B/E: 142 / 256 , Gen_loss: -0.3569262 MI_loss: 21.73193 Detection error: 0.009802639484405518 time: 10:29:53.554792
- B/E: 143 / 256 , Gen_loss: -0.35835823 MI_loss: 21.826077 Detection error: 0.009803175926208496 time: 10:29:54.450426
- B/E: 144 / 256 , Gen_loss: -0.35763377 MI_loss: 21.745998 Detection error: 0.009810149669647217 time: 10:29:55.321527
- B/E: 145 / 256 , Gen_loss: -0.353783 MI_loss: 21.391787 Detection error: 0.009816765785217285 time: 10:29:56.198443
- B/E: 146 / 256 , Gen_loss: -0.35386464 MI_loss: 21.40603 Detection error: 0.009816110134124756 time: 10:29:56.997287
- B/E: 147 / 256 , Gen_loss: -0.36628625 MI_loss: 22.174038 Detection error: 0.009819865226745605 time: 10:29:57.806800
- B/E: 148 / 256 , Gen_loss: -0.36785594 MI_loss: 22.335627 Detection error: 0.009819209575653076 time: 10:29:58.585996
- B/E: 149 / 256 , Gen_loss: -0.35745052 MI_loss: 21.70887 Detection error: 0.009825646877288818 time: 10:29:59.357590
-
- Test Loss: 10.265689 Test Error: 0.010725021362304688
- -----
- EPOCH: 257
- B/E: 0 / 257 , Gen_loss: -0.36018154 MI_loss: 21.815691 Detection error: 0.009874999523162842 time: 10:30:01.167607
- B/E: 1 / 257 , Gen_loss: -0.3545241 MI_loss: 21.447369 Detection error: 0.01003122329711914 time: 10:30:40.700393
- B/E: 2 / 257 , Gen_loss: -0.35633084 MI_loss: 21.485477 Detection error: 0.009604156017303467 time: 10:30:41.741016
- B/E: 3 / 257 , Gen_loss: -0.3476115 MI_loss: 21.041895 Detection error: 0.009585916996002197 time: 10:30:42.647756
- B/E: 4 / 257 , Gen_loss: -0.36438894 MI_loss: 22.061607 Detection error: 0.00959998369216919 time: 10:30:43.552168
- B/E: 5 / 257 , Gen_loss: -0.35205233 MI_loss: 21.436363 Detection error: 0.009656250476837158 time: 10:30:44.451409
- B/E: 6 / 257 , Gen_loss: -0.35052347 MI_loss: 21.309086 Detection error: 0.00982588529586792 time: 10:30:45.352511
- B/E: 7 / 257 , Gen_loss: -0.36878037 MI_loss: 22.39006 Detection error: 0.009824216365814209 time: 10:30:46.197041
- B/E: 8 / 257 , Gen_loss: -0.35675895 MI_loss: 21.648653 Detection error: 0.009788215160369873 time: 10:30:46.981307
- B/E: 9 / 257 , Gen_loss: -0.3493851 MI_loss: 21.2362 Detection error: 0.009746849536895752 time: 10:30:47.792370
- B/E: 10 / 257 , Gen_loss: -0.366975 MI_loss: 22.232927 Detection error: 0.00975567102432251 time: 10:30:48.697747
- B/E: 11 / 257 , Gen_loss: -0.36192656 MI_loss: 21.821114 Detection error: 0.009812474250793457 time: 10:30:49.595376
- B/E: 12 / 257 , Gen_loss: -0.35279176 MI_loss: 21.415787 Detection error: 0.009889423847198486 time: 10:30:50.492593
- B/E: 13 / 257 , Gen_loss: -0.3612573 MI_loss: 21.814276 Detection error: 0.009839296340942383 time: 10:30:51.396667
- B/E: 14 / 257 , Gen_loss: -0.36415786 MI_loss: 21.918228 Detection error: 0.009827077388763428 time: 10:30:52.296532
- B/E: 15 / 257 , Gen_loss: -0.35365266 MI_loss: 21.580399 Detection error: 0.009833991527557373 time: 10:30:53.193962
- B/E: 16 / 257 , Gen_loss: -0.36970344 MI_loss: 22.407667 Detection error: 0.009810686111450195 time: 10:30:54.091301
- B/E: 17 / 257 , Gen_loss: -0.36471766 MI_loss: 22.074926 Detection error: 0.009781241416931152 time: 10:30:54.988606
- B/E: 18 / 257 , Gen_loss: -0.3611275 MI_loss: 21.853226 Detection error: 0.009750008583068848 time: 10:30:55.971092
- B/E: 19 / 257 , Gen_loss: -0.3539425 MI_loss: 21.480804 Detection error: 0.009760916233062744 time: 10:30:56.870980
- B/E: 20 / 257 , Gen_loss: -0.35909313 MI_loss: 21.790903 Detection error: 0.009790182113647461 time: 10:30:57.766856
- B/E: 21 / 257 , Gen_loss: -0.35691825 MI_loss: 21.68452 Detection error: 0.009822428226470947 time: 10:30:58.663570
- B/E: 22 / 257 , Gen_loss: -0.36636087 MI_loss: 22.320154 Detection error: 0.00977855920791626 time: 10:30:59.565305
- B/E: 23 / 257 , Gen_loss: -0.3531894 MI_loss: 21.358082 Detection error: 0.009790360927581787 time: 10:31:00.462607
- B/E: 24 / 257 , Gen_loss: -0.3562755 MI_loss: 21.667643 Detection error: 0.00977247953414917 time: 10:31:01.381676
- B/E: 25 / 257 , Gen_loss: -0.3641574 MI_loss: 21.949665 Detection error: 0.009792089462280273 time: 10:31:02.230450
- B/E: 26 / 257 , Gen_loss: -0.34306923 MI_loss: 20.841202 Detection error: 0.009856462478637695 time: 10:31:03.034134
- B/E: 27 / 257 , Gen_loss: -0.3576783 MI_loss: 21.692669 Detection error: 0.009866058826446533 time: 10:31:03.842419
- B/E: 28 / 257 , Gen_loss: -0.36644167 MI_loss: 22.107243 Detection error: 0.009848058223724365 time: 10:31:04.649082
- B/E: 29 / 257 , Gen_loss: -0.3646793 MI_loss: 22.234959 Detection error: 0.009869813919067383 time: 10:31:05.580032
- B/E: 30 / 257 , Gen_loss: -0.3623098 MI_loss: 22.115368 Detection error: 0.009868979454040527 time: 10:31:06.477101
- B/E: 31 / 257 , Gen_loss: -0.3579435 MI_loss: 21.571938 Detection error: 0.009827136993408203 time: 10:31:07.449004
- B/E: 32 / 257 , Gen_loss: -0.3708237 MI_loss: 22.469156 Detection error: 0.009827673435211182 time: 10:31:08.367616
- B/E: 33 / 257 , Gen_loss: -0.36944705 MI_loss: 22.373257 Detection error: 0.009811580181121826 time: 10:31:09.264341
- B/E: 34 / 257 , Gen_loss: -0.35925075 MI_loss: 21.815193 Detection error: 0.009810686111450195 time: 10:31:10.159475
- B/E: 35 / 257 , Gen_loss: -0.371313 MI_loss: 22.358398 Detection error: 0.00978994369506836 time: 10:31:11.074957
- B/E: 36 / 257 , Gen_loss: -0.3589897 MI_loss: 21.715637 Detection error: 0.009801506996154785 time: 10:31:11.973819
- B/E: 37 / 257 , Gen_loss: -0.35583028 MI_loss: 21.477695 Detection error: 0.009802639484405518 time: 10:31:12.871715
- B/E: 38 / 257 , Gen_loss: -0.36198843 MI_loss: 21.852768 Detection error: 0.009814083576202393 time: 10:31:13.768881
- B/E: 39 / 257 , Gen_loss: -0.35891813 MI_loss: 21.436 Detection error: 0.009794533252716064 time: 10:31:14.664248
- B/E: 40 / 257 , Gen_loss: -0.37023005 MI_loss: 22.446777 Detection error: 0.009791910648345947 time: 10:31:15.560656
- B/E: 41 / 257 , Gen_loss: -0.35795316 MI_loss: 21.701632 Detection error: 0.009779036045074463 time: 10:31:16.455697
- B/E: 42 / 257 , Gen_loss: -0.35886335 MI_loss: 21.720314 Detection error: 0.009789228439331055 time: 10:31:17.348649
- B/E: 43 / 257 , Gen_loss: -0.35686472 MI_loss: 21.613094 Detection error: 0.009796857833862305 time: 10:31:18.226590
- B/E: 44 / 257 , Gen_loss: -0.36496446 MI_loss: 22.030266 Detection error: 0.009806275367736816 time: 10:31:19.116382
- B/E: 45 / 257 , Gen_loss: -0.35327923 MI_loss: 21.543419 Detection error: 0.009812474250793457 time: 10:31:19.928247
- B/E: 46 / 257 , Gen_loss: -0.35965347 MI_loss: 21.815943 Detection error: 0.009825825691223145 time: 10:31:20.711868
- B/E: 47 / 257 , Gen_loss: -0.36471128 MI_loss: 22.034096 Detection error: 0.009830713272094727 time: 10:31:21.509030
- B/E: 48 / 257 , Gen_loss: -0.35485747 MI_loss: 21.497482 Detection error: 0.009835481643676758 time: 10:31:22.454838
- B/E: 49 / 257 , Gen_loss: -0.35572866 MI_loss: 21.505152 Detection error: 0.009843766689300537 time: 10:31:23.353678
- B/E: 50 / 257 , Gen_loss: -0.3587006 MI_loss: 21.843023 Detection error: 0.009846806526184082 time: 10:31:24.250405
- B/E: 51 / 257 , Gen_loss: -0.35890782 MI_loss: 21.763634 Detection error: 0.009846746921539307 time: 10:31:25.154913
- B/E: 52 / 257 , Gen_loss: -0.36452183 MI_loss: 21.974937 Detection error: 0.009848475456237793 time: 10:31:26.059931
- B/E: 53 / 257 , Gen_loss: -0.36732686 MI_loss: 22.265894 Detection error: 0.009862840175628662 time: 10:31:26.957045
- B/E: 54 / 257 , Gen_loss: -0.352537 MI_loss: 21.29853 Detection error: 0.009859681129455566 time: 10:31:27.860548
- B/E: 55 / 257 , Gen_loss: -0.3548347 MI_loss: 21.615162 Detection error: 0.009842634201049805 time: 10:31:28.762447
- B/E: 56 / 257 , Gen_loss: -0.37729743 MI_loss: 22.896355 Detection error: 0.00982677936553955 time: 10:31:29.608924
- B/E: 57 / 257 , Gen_loss: -0.36695713 MI_loss: 22.251282 Detection error: 0.009824872016906738 time: 10:31:30.411818
- B/E: 58 / 257 , Gen_loss: -0.3627852 MI_loss: 21.946844 Detection error: 0.009810388088226318 time: 10:31:31.203342
- B/E: 59 / 257 , Gen_loss: -0.35235336 MI_loss: 21.32085 Detection error: 0.009832799434661865 time: 10:31:31.985842
- B/E: 60 / 257 , Gen_loss: -0.3637045 MI_loss: 22.071957 Detection error: 0.009816110134124756 time: 10:31:32.788379
- B/E: 61 / 257 , Gen_loss: -0.3599699 MI_loss: 21.919458 Detection error: 0.00981903076171875 time: 10:31:33.585783
- B/E: 62 / 257 , Gen_loss: -0.36210096 MI_loss: 22.007927 Detection error: 0.009826362133026123 time: 10:31:34.396495
- B/E: 63 / 257 , Gen_loss: -0.36081362 MI_loss: 21.84977 Detection error: 0.009828150272369385 time: 10:31:35.272899
- B/E: 64 / 257 , Gen_loss: -0.36096358 MI_loss: 21.87096 Detection error: 0.009824037551879883 time: 10:31:36.105940
- B/E: 65 / 257 , Gen_loss: -0.36249757 MI_loss: 21.861258 Detection error: 0.009824812412261963 time: 10:31:36.912913
- B/E: 66 / 257 , Gen_loss: -0.3646547 MI_loss: 22.110254 Detection error: 0.009820878505706787 time: 10:31:37.700184
- B/E: 67 / 257 , Gen_loss: -0.37862208 MI_loss: 22.784723 Detection error: 0.009812474250793457 time: 10:31:38.511899
- B/E: 68 / 257 , Gen_loss: -0.36371225 MI_loss: 22.064425 Detection error: 0.009819746017456055 time: 10:31:39.406762
- B/E: 69 / 257 , Gen_loss: -0.35614845 MI_loss: 21.584703 Detection error: 0.009827673435211182 time: 10:31:40.276257
- B/E: 70 / 257 , Gen_loss: -0.3592341 MI_loss: 21.911125 Detection error: 0.009820401668548584 time: 10:31:41.094381
- B/E: 71 / 257 , Gen_loss: -0.35230252 MI_loss: 21.28725 Detection error: 0.00982290506362915 time: 10:31:41.880891
- B/E: 72 / 257 , Gen_loss: -0.36297232 MI_loss: 21.861551 Detection error: 0.009821891784667969 time: 10:31:42.705909
- B/E: 73 / 257 , Gen_loss: -0.36868796 MI_loss: 22.370758 Detection error: 0.009818851947784424 time: 10:31:43.635273
- B/E: 74 / 257 , Gen_loss: -0.36458674 MI_loss: 22.192554 Detection error: 0.009816229343414307 time: 10:31:44.530741
- B/E: 75 / 257 , Gen_loss: -0.352822 MI_loss: 21.443943 Detection error: 0.00980919599533081 time: 10:31:45.427714
- B/E: 76 / 257 , Gen_loss: -0.35375652 MI_loss: 21.600414 Detection error: 0.009820222854614258 time: 10:31:46.351585
- B/E: 77 / 257 , Gen_loss: -0.35941067 MI_loss: 21.664919 Detection error: 0.009815692901611328 time: 10:31:47.252024
- B/E: 78 / 257 , Gen_loss: -0.36271882 MI_loss: 21.947552 Detection error: 0.009809315204620361 time: 10:31:48.150040
- B/E: 79 / 257 , Gen_loss: -0.3639019 MI_loss: 21.913227 Detection error: 0.009821474552154541 time: 10:31:49.085238
- B/E: 80 / 257 , Gen_loss: -0.36598557 MI_loss: 22.271757 Detection error: 0.009831786155700684 time: 10:31:49.910207
- B/E: 81 / 257 , Gen_loss: -0.3601195 MI_loss: 21.814617 Detection error: 0.009826600551605225 time: 10:31:50.691550
- B/E: 82 / 257 , Gen_loss: -0.36330935 MI_loss: 21.873459 Detection error: 0.0098189115524292 time: 10:31:51.518774
- B/E: 83 / 257 , Gen_loss: -0.35666946 MI_loss: 21.75548 Detection error: 0.009824037551879883 time: 10:31:52.341366
- B/E: 84 / 257 , Gen_loss: -0.35452163 MI_loss: 21.518791 Detection error: 0.009819865226745605 time: 10:31:53.142403
- B/E: 85 / 257 , Gen_loss: -0.36148044 MI_loss: 21.924362 Detection error: 0.009801983833312988 time: 10:31:53.945742
- B/E: 86 / 257 , Gen_loss: -0.36382708 MI_loss: 22.008886 Detection error: 0.009799957275390625 time: 10:31:54.754736
- B/E: 87 / 257 , Gen_loss: -0.36136156 MI_loss: 21.908335 Detection error: 0.009786605834960938 time: 10:31:55.632864
- B/E: 88 / 257 , Gen_loss: -0.35521957 MI_loss: 21.622814 Detection error: 0.009778082370758057 time: 10:31:56.514416
- B/E: 89 / 257 , Gen_loss: -0.3586444 MI_loss: 21.765217 Detection error: 0.009789586067199707 time: 10:31:57.395614
- B/E: 90 / 257 , Gen_loss: -0.3606721 MI_loss: 21.857082 Detection error: 0.009787440299987793 time: 10:31:58.276455
- B/E: 91 / 257 , Gen_loss: -0.34631023 MI_loss: 21.036844 Detection error: 0.00979316234588623 time: 10:31:59.157588
- B/E: 92 / 257 , Gen_loss: -0.35149765 MI_loss: 21.194725 Detection error: 0.009782254695892334 time: 10:32:00.040193
- B/E: 93 / 257 , Gen_loss: -0.36134636 MI_loss: 21.894455 Detection error: 0.009784221649169922 time: 10:32:00.927065
- B/E: 94 / 257 , Gen_loss: -0.3578975 MI_loss: 21.718235 Detection error: 0.009791135787963867 time: 10:32:01.815595
- B/E: 95 / 257 , Gen_loss: -0.36876374 MI_loss: 22.352463 Detection error: 0.009799480438232422 time: 10:32:02.774410
- B/E: 96 / 257 , Gen_loss: -0.3548167 MI_loss: 21.425528 Detection error: 0.00979316234588623 time: 10:32:03.664404
- B/E: 97 / 257 , Gen_loss: -0.36793503 MI_loss: 22.115952 Detection error: 0.009791135787963867 time: 10:32:04.544229
- B/E: 98 / 257 , Gen_loss: -0.35676402 MI_loss: 21.54778 Detection error: 0.009781241416931152 time: 10:32:05.425316
- B/E: 99 / 257 , Gen_loss: -0.35963604 MI_loss: 21.838837 Detection error: 0.009780645370483398 time: 10:32:06.330440
- B/E: 100 / 257 , Gen_loss: -0.37026793 MI_loss: 22.512894 Detection error: 0.009782791137695312 time: 10:32:07.234447
- B/E: 101 / 257 , Gen_loss: -0.36559957 MI_loss: 22.33588 Detection error: 0.009785830974578857 time: 10:32:08.112649
- B/E: 102 / 257 , Gen_loss: -0.363349 MI_loss: 22.189575 Detection error: 0.009785473346710205 time: 10:32:08.998915
- B/E: 103 / 257 , Gen_loss: -0.37800273 MI_loss: 22.713085 Detection error: 0.009783625602722168 time: 10:32:09.879882
- B/E: 104 / 257 , Gen_loss: -0.35735816 MI_loss: 21.664188 Detection error: 0.009784817695617676 time: 10:32:10.760932
- B/E: 105 / 257 , Gen_loss: -0.36141938 MI_loss: 21.863293 Detection error: 0.009781241416931152 time: 10:32:11.642837
- B/E: 106 / 257 , Gen_loss: -0.35669577 MI_loss: 21.641897 Detection error: 0.00978386402130127 time: 10:32:12.528567
- B/E: 107 / 257 , Gen_loss: -0.36857125 MI_loss: 22.308842 Detection error: 0.009784460067749023 time: 10:32:13.410621
- B/E: 108 / 257 , Gen_loss: -0.3672115 MI_loss: 22.363071 Detection error: 0.009787559509277344 time: 10:32:14.290909
- B/E: 109 / 257 , Gen_loss: -0.3623789 MI_loss: 22.01516 Detection error: 0.009786903858184814 time: 10:32:15.175088
- B/E: 110 / 257 , Gen_loss: -0.36401236 MI_loss: 21.878824 Detection error: 0.009778738021850586 time: 10:32:16.054695
- B/E: 111 / 257 , Gen_loss: -0.37665635 MI_loss: 22.811491 Detection error: 0.00977790355682373 time: 10:32:17.017562
- B/E: 112 / 257 , Gen_loss: -0.35951838 MI_loss: 21.695637 Detection error: 0.009776294231414795 time: 10:32:17.904801
- B/E: 113 / 257 , Gen_loss: -0.36007226 MI_loss: 21.814363 Detection error: 0.009783446788787842 time: 10:32:18.787124
- B/E: 114 / 257 , Gen_loss: -0.36751184 MI_loss: 22.220068 Detection error: 0.009782850742340088 time: 10:32:19.666534
- B/E: 115 / 257 , Gen_loss: -0.36182857 MI_loss: 21.772173 Detection error: 0.009778797626495361 time: 10:32:20.549728
- B/E: 116 / 257 , Gen_loss: -0.3534673 MI_loss: 21.372416 Detection error: 0.00977855920791626 time: 10:32:21.430117
- B/E: 117 / 257 , Gen_loss: -0.3493669 MI_loss: 21.295773 Detection error: 0.009780168533325195 time: 10:32:22.309512
- B/E: 118 / 257 , Gen_loss: -0.36342302 MI_loss: 21.897156 Detection error: 0.009770750999450684 time: 10:32:23.187659
- B/E: 119 / 257 , Gen_loss: -0.35104468 MI_loss: 21.36112 Detection error: 0.00976872444152832 time: 10:32:24.085029
- B/E: 120 / 257 , Gen_loss: -0.3549446 MI_loss: 21.713772 Detection error: 0.009767532348632812 time: 10:32:24.965869
- B/E: 121 / 257 , Gen_loss: -0.3551871 MI_loss: 21.631119 Detection error: 0.009770512580871582 time: 10:32:25.847853
- B/E: 122 / 257 , Gen_loss: -0.35948145 MI_loss: 21.759306 Detection error: 0.009761691093444824 time: 10:32:26.758856
- B/E: 123 / 257 , Gen_loss: -0.36102092 MI_loss: 21.830637 Detection error: 0.00976032018661499 time: 10:32:27.642921
- B/E: 124 / 257 , Gen_loss: -0.36301064 MI_loss: 21.986 Detection error: 0.00975877046585083 time: 10:32:28.538640
- B/E: 125 / 257 , Gen_loss: -0.353687 MI_loss: 21.420717 Detection error: 0.009759902954101562 time: 10:32:29.443389
- B/E: 126 / 257 , Gen_loss: -0.3584857 MI_loss: 21.818506 Detection error: 0.00977092981338501 time: 10:32:30.324345
- B/E: 127 / 257 , Gen_loss: -0.35564223 MI_loss: 21.543726 Detection error: 0.009770035743713379 time: 10:32:31.297680
- B/E: 128 / 257 , Gen_loss: -0.35956427 MI_loss: 21.93885 Detection error: 0.009779572486877441 time: 10:32:32.179263
- B/E: 129 / 257 , Gen_loss: -0.3618281 MI_loss: 21.982965 Detection error: 0.009781956672668457 time: 10:32:33.062244
- B/E: 130 / 257 , Gen_loss: -0.35987228 MI_loss: 21.77938 Detection error: 0.009791731834411621 time: 10:32:33.939881
- B/E: 131 / 257 , Gen_loss: -0.34815705 MI_loss: 21.161648 Detection error: 0.009796142578125 time: 10:32:34.817894
- B/E: 132 / 257 , Gen_loss: -0.37027344 MI_loss: 22.325382 Detection error: 0.00978994369506836 time: 10:32:35.701510
- B/E: 133 / 257 , Gen_loss: -0.36692923 MI_loss: 22.346697 Detection error: 0.00979524850845337 time: 10:32:36.577814
- B/E: 134 / 257 , Gen_loss: -0.35701355 MI_loss: 21.714075 Detection error: 0.009798824787139893 time: 10:32:37.458396
- B/E: 135 / 257 , Gen_loss: -0.3652502 MI_loss: 22.048256 Detection error: 0.009799838066101074 time: 10:32:38.341979
- B/E: 136 / 257 , Gen_loss: -0.36406574 MI_loss: 22.216097 Detection error: 0.009803593158721924 time: 10:32:39.223937
- B/E: 137 / 257 , Gen_loss: -0.36144352 MI_loss: 21.940426 Detection error: 0.009804129600524902 time: 10:32:40.104466
- B/E: 138 / 257 , Gen_loss: -0.35981575 MI_loss: 21.997583 Detection error: 0.009810268878936768 time: 10:32:40.986341
- B/E: 139 / 257 , Gen_loss: -0.36745965 MI_loss: 22.139002 Detection error: 0.00981205701828003 time: 10:32:41.785541
- B/E: 140 / 257 , Gen_loss: -0.36233506 MI_loss: 22.012987 Detection error: 0.009812712669372559 time: 10:32:42.554018
- B/E: 141 / 257 , Gen_loss: -0.3642732 MI_loss: 22.0511 Detection error: 0.00981050729751587 time: 10:32:43.325331
- B/E: 142 / 257 , Gen_loss: -0.3658603 MI_loss: 22.13067 Detection error: 0.009810090065002441 time: 10:32:44.100258
- B/E: 143 / 257 , Gen_loss: -0.36241153 MI_loss: 22.091187 Detection error: 0.009809434413909912 time: 10:32:44.951584
- B/E: 144 / 257 , Gen_loss: -0.3585335 MI_loss: 21.766651 Detection error: 0.009817004203796387 time: 10:32:45.730041
- B/E: 145 / 257 , Gen_loss: -0.35688442 MI_loss: 21.733978 Detection error: 0.009824514389038086 time: 10:32:46.502359
- B/E: 146 / 257 , Gen_loss: -0.35558793 MI_loss: 21.527853 Detection error: 0.009822249412536621 time: 10:32:47.276934
- B/E: 147 / 257 , Gen_loss: -0.3644498 MI_loss: 22.063707 Detection error: 0.009821772575378418 time: 10:32:48.046268
- B/E: 148 / 257 , Gen_loss: -0.35291454 MI_loss: 21.322977 Detection error: 0.009826123714447021 time: 10:32:48.815549
- B/E: 149 / 257 , Gen_loss: -0.35566318 MI_loss: 21.588364 Detection error: 0.009832918643951416 time: 10:32:49.684060
-
- Test Loss: 10.26521 Test Error: 0.010675013065338135
- -----
- EPOCH: 258
- B/E: 0 / 258 , Gen_loss: -0.36173227 MI_loss: 21.81992 Detection error: 0.009999990463256836 time: 10:32:51.639079
- B/E: 1 / 258 , Gen_loss: -0.35320875 MI_loss: 21.371052 Detection error: 0.010281264781951904 time: 10:33:29.220582
- B/E: 2 / 258 , Gen_loss: -0.35839882 MI_loss: 21.568277 Detection error: 0.00970834493637085 time: 10:33:30.021401
- B/E: 3 / 258 , Gen_loss: -0.3536354 MI_loss: 21.458412 Detection error: 0.009593725204467773 time: 10:33:30.889479
- B/E: 4 / 258 , Gen_loss: -0.36898363 MI_loss: 22.459824 Detection error: 0.009687483310699463 time: 10:33:31.793104
- B/E: 5 / 258 , Gen_loss: -0.36434236 MI_loss: 22.207237 Detection error: 0.009682297706604004 time: 10:33:32.747475
- B/E: 6 / 258 , Gen_loss: -0.35434052 MI_loss: 21.49447 Detection error: 0.009794652462005615 time: 10:33:33.531413
- B/E: 7 / 258 , Gen_loss: -0.35242283 MI_loss: 21.362635 Detection error: 0.009816408157348633 time: 10:33:34.394361
- B/E: 8 / 258 , Gen_loss: -0.36708143 MI_loss: 22.138676 Detection error: 0.009795129299163818 time: 10:33:35.276181
- B/E: 9 / 258 , Gen_loss: -0.3655553 MI_loss: 22.101301 Detection error: 0.009712517261505127 time: 10:33:36.159903
- B/E: 10 / 258 , Gen_loss: -0.36642417 MI_loss: 22.247831 Detection error: 0.009752869606018066 time: 10:33:37.042070
- B/E: 11 / 258 , Gen_loss: -0.35430762 MI_loss: 21.353361 Detection error: 0.009791672229766846 time: 10:33:37.926179
- B/E: 12 / 258 , Gen_loss: -0.3597033 MI_loss: 21.858307 Detection error: 0.009894251823425293 time: 10:33:38.810704
- B/E: 13 / 258 , Gen_loss: -0.35995612 MI_loss: 21.788895 Detection error: 0.009877204895019531 time: 10:33:39.694315
- B/E: 14 / 258 , Gen_loss: -0.35946584 MI_loss: 21.565212 Detection error: 0.009858310222625732 time: 10:33:40.577582
- B/E: 15 / 258 , Gen_loss: -0.36396042 MI_loss: 22.144775 Detection error: 0.009837865829467773 time: 10:33:41.419787
- B/E: 16 / 258 , Gen_loss: -0.3589035 MI_loss: 21.64796 Detection error: 0.009814321994781494 time: 10:33:42.261719
- B/E: 17 / 258 , Gen_loss: -0.36695102 MI_loss: 22.310354 Detection error: 0.009815990924835205 time: 10:33:43.149132
- B/E: 18 / 258 , Gen_loss: -0.36101305 MI_loss: 21.82051 Detection error: 0.009753286838531494 time: 10:33:44.030755
- B/E: 19 / 258 , Gen_loss: -0.34909678 MI_loss: 21.199043 Detection error: 0.00976252555847168 time: 10:33:44.921652
- B/E: 20 / 258 , Gen_loss: -0.34667423 MI_loss: 21.000923 Detection error: 0.009818434715270996 time: 10:33:45.883838
- B/E: 21 / 258 , Gen_loss: -0.35789484 MI_loss: 21.690126 Detection error: 0.009795427322387695 time: 10:33:46.765282
- B/E: 22 / 258 , Gen_loss: -0.37254634 MI_loss: 22.5754 Detection error: 0.009793460369110107 time: 10:33:47.669967
- B/E: 23 / 258 , Gen_loss: -0.35261798 MI_loss: 21.358948 Detection error: 0.009778618812561035 time: 10:33:48.550785
- B/E: 24 / 258 , Gen_loss: -0.35460934 MI_loss: 21.454504 Detection error: 0.009786248207092285 time: 10:33:49.429177
- B/E: 25 / 258 , Gen_loss: -0.3651219 MI_loss: 22.066214 Detection error: 0.009799301624298096 time: 10:33:50.327693
- B/E: 26 / 258 , Gen_loss: -0.35378796 MI_loss: 21.648233 Detection error: 0.009857654571533203 time: 10:33:51.205435
- B/E: 27 / 258 , Gen_loss: -0.35654292 MI_loss: 21.768927 Detection error: 0.0098649263381958 time: 10:33:52.138315
- B/E: 28 / 258 , Gen_loss: -0.3632942 MI_loss: 22.010677 Detection error: 0.009862065315246582 time: 10:33:53.021352
- B/E: 29 / 258 , Gen_loss: -0.36046717 MI_loss: 21.894012 Detection error: 0.009878098964691162 time: 10:33:53.903154
- B/E: 30 / 258 , Gen_loss: -0.36019206 MI_loss: 21.705761 Detection error: 0.009868979454040527 time: 10:33:54.781729
- B/E: 31 / 258 , Gen_loss: -0.35263598 MI_loss: 21.335825 Detection error: 0.009826183319091797 time: 10:33:55.661660
- B/E: 32 / 258 , Gen_loss: -0.35719898 MI_loss: 21.816572 Detection error: 0.009818196296691895 time: 10:33:56.546445
- B/E: 33 / 258 , Gen_loss: -0.34789088 MI_loss: 21.111408 Detection error: 0.009805142879486084 time: 10:33:57.426070
- B/E: 34 / 258 , Gen_loss: -0.34817314 MI_loss: 21.214586 Detection error: 0.009813368320465088 time: 10:33:58.296840
- B/E: 35 / 258 , Gen_loss: -0.35445184 MI_loss: 21.463856 Detection error: 0.009800374507904053 time: 10:33:59.064688
- B/E: 36 / 258 , Gen_loss: -0.35601753 MI_loss: 21.592598 Detection error: 0.009793102741241455 time: 10:34:00.019209
- B/E: 37 / 258 , Gen_loss: -0.36388218 MI_loss: 22.090927 Detection error: 0.009800970554351807 time: 10:34:00.818035
- B/E: 38 / 258 , Gen_loss: -0.35770205 MI_loss: 21.72078 Detection error: 0.009813308715820312 time: 10:34:01.611185
- B/E: 39 / 258 , Gen_loss: -0.3521365 MI_loss: 21.365656 Detection error: 0.0098000168800354 time: 10:34:02.399322
- B/E: 40 / 258 , Gen_loss: -0.35155255 MI_loss: 21.417107 Detection error: 0.009782791137695312 time: 10:34:03.170214
- B/E: 41 / 258 , Gen_loss: -0.35465524 MI_loss: 21.354698 Detection error: 0.009784996509552002 time: 10:34:03.970530
- B/E: 42 / 258 , Gen_loss: -0.35837072 MI_loss: 21.723873 Detection error: 0.009779810905456543 time: 10:34:04.737855
- B/E: 43 / 258 , Gen_loss: -0.3599516 MI_loss: 21.639492 Detection error: 0.009782671928405762 time: 10:34:05.570278
- B/E: 44 / 258 , Gen_loss: -0.35903183 MI_loss: 21.860313 Detection error: 0.0098000168800354 time: 10:34:06.423017
- B/E: 45 / 258 , Gen_loss: -0.36154452 MI_loss: 21.996605 Detection error: 0.009813189506530762 time: 10:34:07.233044
- B/E: 46 / 258 , Gen_loss: -0.35507184 MI_loss: 21.42374 Detection error: 0.009815812110900879 time: 10:34:08.096079
- B/E: 47 / 258 , Gen_loss: -0.36508954 MI_loss: 21.90956 Detection error: 0.009813785552978516 time: 10:34:08.989286
- B/E: 48 / 258 , Gen_loss: -0.35762057 MI_loss: 21.768875 Detection error: 0.009823977947235107 time: 10:34:09.866845
- B/E: 49 / 258 , Gen_loss: -0.3578092 MI_loss: 21.674124 Detection error: 0.009828150272369385 time: 10:34:10.749095
- B/E: 50 / 258 , Gen_loss: -0.35425237 MI_loss: 21.566559 Detection error: 0.009831488132476807 time: 10:34:11.632477
- B/E: 51 / 258 , Gen_loss: -0.35734972 MI_loss: 21.727764 Detection error: 0.009836554527282715 time: 10:34:12.518854
- B/E: 52 / 258 , Gen_loss: -0.36628914 MI_loss: 22.183378 Detection error: 0.009831368923187256 time: 10:34:13.398894
- B/E: 53 / 258 , Gen_loss: -0.35876176 MI_loss: 21.663553 Detection error: 0.009844303131103516 time: 10:34:14.264354
- B/E: 54 / 258 , Gen_loss: -0.3529427 MI_loss: 21.412437 Detection error: 0.00984656810760498 time: 10:34:15.085865
- B/E: 55 / 258 , Gen_loss: -0.3609673 MI_loss: 21.810776 Detection error: 0.00983649492263794 time: 10:34:15.888108
- B/E: 56 / 258 , Gen_loss: -0.34953305 MI_loss: 21.225698 Detection error: 0.00982511043548584 time: 10:34:16.688953
- B/E: 57 / 258 , Gen_loss: -0.35141802 MI_loss: 21.30819 Detection error: 0.009818434715270996 time: 10:34:17.563106
- B/E: 58 / 258 , Gen_loss: -0.36387625 MI_loss: 21.962063 Detection error: 0.009801924228668213 time: 10:34:18.445878
- B/E: 59 / 258 , Gen_loss: -0.36212966 MI_loss: 21.857553 Detection error: 0.00982445478439331 time: 10:34:19.329990
- B/E: 60 / 258 , Gen_loss: -0.37106425 MI_loss: 22.369225 Detection error: 0.009817123413085938 time: 10:34:20.214705
- B/E: 61 / 258 , Gen_loss: -0.3667994 MI_loss: 22.38253 Detection error: 0.009815037250518799 time: 10:34:21.092834
- B/E: 62 / 258 , Gen_loss: -0.36529627 MI_loss: 22.144754 Detection error: 0.009818971157073975 time: 10:34:21.971269
- B/E: 63 / 258 , Gen_loss: -0.36679855 MI_loss: 22.381021 Detection error: 0.009816408157348633 time: 10:34:22.853614
- B/E: 64 / 258 , Gen_loss: -0.3647512 MI_loss: 22.071333 Detection error: 0.009810090065002441 time: 10:34:23.736226
- B/E: 65 / 258 , Gen_loss: -0.3610424 MI_loss: 21.865168 Detection error: 0.009816288948059082 time: 10:34:24.616849
- B/E: 66 / 258 , Gen_loss: -0.36255416 MI_loss: 21.923847 Detection error: 0.00981670618057251 time: 10:34:25.510799
- B/E: 67 / 258 , Gen_loss: -0.37302738 MI_loss: 22.446985 Detection error: 0.009805619716644287 time: 10:34:26.317788
- B/E: 68 / 258 , Gen_loss: -0.35281008 MI_loss: 21.411556 Detection error: 0.009812474250793457 time: 10:34:27.177571
- B/E: 69 / 258 , Gen_loss: -0.37009478 MI_loss: 22.468346 Detection error: 0.009817838668823242 time: 10:34:27.947299
- B/E: 70 / 258 , Gen_loss: -0.36413702 MI_loss: 22.02901 Detection error: 0.009813845157623291 time: 10:34:28.740664
- B/E: 71 / 258 , Gen_loss: -0.35382876 MI_loss: 21.404404 Detection error: 0.009819865226745605 time: 10:34:29.510214
- B/E: 72 / 258 , Gen_loss: -0.3510423 MI_loss: 21.32044 Detection error: 0.009814202785491943 time: 10:34:30.393916
- B/E: 73 / 258 , Gen_loss: -0.35581556 MI_loss: 21.543503 Detection error: 0.009815037250518799 time: 10:34:31.303098
- B/E: 74 / 258 , Gen_loss: -0.3561159 MI_loss: 21.823229 Detection error: 0.009807109832763672 time: 10:34:32.187044
- B/E: 75 / 258 , Gen_loss: -0.35671023 MI_loss: 21.746698 Detection error: 0.009800553321838379 time: 10:34:33.067938
- B/E: 76 / 258 , Gen_loss: -0.35261852 MI_loss: 21.442875 Detection error: 0.009810864925384521 time: 10:34:33.950067
- B/E: 77 / 258 , Gen_loss: -0.3569424 MI_loss: 21.516901 Detection error: 0.009808897972106934 time: 10:34:34.834416
- B/E: 78 / 258 , Gen_loss: -0.36185092 MI_loss: 21.89938 Detection error: 0.009799420833587646 time: 10:34:35.718666
- B/E: 79 / 258 , Gen_loss: -0.3638608 MI_loss: 22.12561 Detection error: 0.009812474250793457 time: 10:34:36.598530
- B/E: 80 / 258 , Gen_loss: -0.35873058 MI_loss: 21.797613 Detection error: 0.009819447994232178 time: 10:34:37.481449
- B/E: 81 / 258 , Gen_loss: -0.3575114 MI_loss: 21.627903 Detection error: 0.009814023971557617 time: 10:34:38.365075
- B/E: 82 / 258 , Gen_loss: -0.3684191 MI_loss: 22.300333 Detection error: 0.00981438159942627 time: 10:34:39.249859
- B/E: 83 / 258 , Gen_loss: -0.3585984 MI_loss: 21.83353 Detection error: 0.009813964366912842 time: 10:34:40.133763
- B/E: 84 / 258 , Gen_loss: -0.36279052 MI_loss: 22.012783 Detection error: 0.009812891483306885 time: 10:34:41.109574
- B/E: 85 / 258 , Gen_loss: -0.36359793 MI_loss: 21.954998 Detection error: 0.009791791439056396 time: 10:34:41.993408
- B/E: 86 / 258 , Gen_loss: -0.35702845 MI_loss: 21.535742 Detection error: 0.00979238748550415 time: 10:34:42.878859
- B/E: 87 / 258 , Gen_loss: -0.3578665 MI_loss: 21.51271 Detection error: 0.009772717952728271 time: 10:34:43.762395
- B/E: 88 / 258 , Gen_loss: -0.3515682 MI_loss: 21.264412 Detection error: 0.009770035743713379 time: 10:34:44.645369
- B/E: 89 / 258 , Gen_loss: -0.361238 MI_loss: 21.995558 Detection error: 0.00977778434753418 time: 10:34:45.528356
- B/E: 90 / 258 , Gen_loss: -0.3585856 MI_loss: 21.612612 Detection error: 0.009779512882232666 time: 10:34:46.421046
- B/E: 91 / 258 , Gen_loss: -0.3433227 MI_loss: 20.858932 Detection error: 0.009786665439605713 time: 10:34:47.303600
- B/E: 92 / 258 , Gen_loss: -0.35498995 MI_loss: 21.41646 Detection error: 0.009770810604095459 time: 10:34:48.189836
- B/E: 93 / 258 , Gen_loss: -0.34938636 MI_loss: 21.235273 Detection error: 0.009774625301361084 time: 10:34:49.074982
- B/E: 94 / 258 , Gen_loss: -0.35603213 MI_loss: 21.636663 Detection error: 0.009787499904632568 time: 10:34:49.885911
- B/E: 95 / 258 , Gen_loss: -0.35789785 MI_loss: 21.648857 Detection error: 0.00978940725326538 time: 10:34:50.654677
- B/E: 96 / 258 , Gen_loss: -0.36706883 MI_loss: 22.364447 Detection error: 0.00979316234588623 time: 10:34:51.426410
- B/E: 97 / 258 , Gen_loss: -0.37051177 MI_loss: 22.47532 Detection error: 0.009784460067749023 time: 10:34:52.201829
- B/E: 98 / 258 , Gen_loss: -0.3610203 MI_loss: 21.787275 Detection error: 0.009771466255187988 time: 10:34:52.972871
- B/E: 99 / 258 , Gen_loss: -0.3554591 MI_loss: 21.533161 Detection error: 0.009774386882781982 time: 10:34:53.756237
- B/E: 100 / 258 , Gen_loss: -0.360935 MI_loss: 21.79998 Detection error: 0.009776294231414795 time: 10:34:54.626934
- B/E: 101 / 258 , Gen_loss: -0.35803592 MI_loss: 21.779476 Detection error: 0.009780347347259521 time: 10:34:55.396710
- B/E: 102 / 258 , Gen_loss: -0.35400236 MI_loss: 21.629707 Detection error: 0.0097770094871521 time: 10:34:56.175692
- B/E: 103 / 258 , Gen_loss: -0.35571212 MI_loss: 21.51506 Detection error: 0.00977402925491333 time: 10:34:57.021300
- B/E: 104 / 258 , Gen_loss: -0.37033135 MI_loss: 22.41446 Detection error: 0.009776771068572998 time: 10:34:57.902734
- B/E: 105 / 258 , Gen_loss: -0.35026383 MI_loss: 21.20547 Detection error: 0.009774744510650635 time: 10:34:58.788427
- B/E: 106 / 258 , Gen_loss: -0.3599475 MI_loss: 21.95673 Detection error: 0.009775400161743164 time: 10:34:59.671203
- B/E: 107 / 258 , Gen_loss: -0.35646006 MI_loss: 21.667526 Detection error: 0.009780406951904297 time: 10:35:00.557731
- B/E: 108 / 258 , Gen_loss: -0.36485422 MI_loss: 22.141445 Detection error: 0.009776949882507324 time: 10:35:01.437947
- B/E: 109 / 258 , Gen_loss: -0.36427298 MI_loss: 22.091387 Detection error: 0.009778380393981934 time: 10:35:02.318146
- B/E: 110 / 258 , Gen_loss: -0.36124027 MI_loss: 21.787384 Detection error: 0.009771943092346191 time: 10:35:03.200141
- B/E: 111 / 258 , Gen_loss: -0.36290017 MI_loss: 21.924301 Detection error: 0.009769797325134277 time: 10:35:04.086710
- B/E: 112 / 258 , Gen_loss: -0.35682335 MI_loss: 21.65218 Detection error: 0.009770452976226807 time: 10:35:04.966126
- B/E: 113 / 258 , Gen_loss: -0.35321796 MI_loss: 21.56164 Detection error: 0.009775221347808838 time: 10:35:05.847561
- B/E: 114 / 258 , Gen_loss: -0.36425295 MI_loss: 22.171078 Detection error: 0.009777188301086426 time: 10:35:06.742818
- B/E: 115 / 258 , Gen_loss: -0.36588764 MI_loss: 22.043106 Detection error: 0.009771287441253662 time: 10:35:07.626623
- B/E: 116 / 258 , Gen_loss: -0.35834178 MI_loss: 21.671339 Detection error: 0.009773492813110352 time: 10:35:08.585148
- B/E: 117 / 258 , Gen_loss: -0.35947493 MI_loss: 21.820377 Detection error: 0.009773015975952148 time: 10:35:09.499026
- B/E: 118 / 258 , Gen_loss: -0.36173442 MI_loss: 21.766737 Detection error: 0.00976651906967163 time: 10:35:10.379876
- B/E: 119 / 258 , Gen_loss: -0.3570732 MI_loss: 21.637064 Detection error: 0.009763538837432861 time: 10:35:11.259537
- B/E: 120 / 258 , Gen_loss: -0.36267823 MI_loss: 22.038868 Detection error: 0.009762406349182129 time: 10:35:12.164481
- B/E: 121 / 258 , Gen_loss: -0.35393697 MI_loss: 21.438284 Detection error: 0.00976407527923584 time: 10:35:13.048635
- B/E: 122 / 258 , Gen_loss: -0.36226156 MI_loss: 21.921848 Detection error: 0.0097578763961792 time: 10:35:13.930910
- B/E: 123 / 258 , Gen_loss: -0.36663926 MI_loss: 22.090008 Detection error: 0.009752750396728516 time: 10:35:14.814755
- B/E: 124 / 258 , Gen_loss: -0.351696 MI_loss: 21.28318 Detection error: 0.009752988815307617 time: 10:35:15.759107
- B/E: 125 / 258 , Gen_loss: -0.36024314 MI_loss: 21.792484 Detection error: 0.009753227233886719 time: 10:35:16.633265
- B/E: 126 / 258 , Gen_loss: -0.34997764 MI_loss: 21.365608 Detection error: 0.009765982627868652 time: 10:35:17.448094
- B/E: 127 / 258 , Gen_loss: -0.3575569 MI_loss: 21.614372 Detection error: 0.009762704372406006 time: 10:35:18.219569
- B/E: 128 / 258 , Gen_loss: -0.36051053 MI_loss: 21.873451 Detection error: 0.009770810604095459 time: 10:35:19.002395
- B/E: 129 / 258 , Gen_loss: -0.35131285 MI_loss: 21.387148 Detection error: 0.009775936603546143 time: 10:35:19.770067
- B/E: 130 / 258 , Gen_loss: -0.35987404 MI_loss: 21.839127 Detection error: 0.009783625602722168 time: 10:35:20.541926
- B/E: 131 / 258 , Gen_loss: -0.3564765 MI_loss: 21.519884 Detection error: 0.009785056114196777 time: 10:35:21.408295
- B/E: 132 / 258 , Gen_loss: -0.3639477 MI_loss: 22.101593 Detection error: 0.009784042835235596 time: 10:35:22.398302
- B/E: 133 / 258 , Gen_loss: -0.35822704 MI_loss: 21.8766 Detection error: 0.009787797927856445 time: 10:35:23.278696
- B/E: 134 / 258 , Gen_loss: -0.36525983 MI_loss: 22.36602 Detection error: 0.009794473648071289 time: 10:35:24.161996
- B/E: 135 / 258 , Gen_loss: -0.35980842 MI_loss: 21.703646 Detection error: 0.009794116020202637 time: 10:35:25.043458
- B/E: 136 / 258 , Gen_loss: -0.35683736 MI_loss: 21.65771 Detection error: 0.009796082973480225 time: 10:35:25.923909
- B/E: 137 / 258 , Gen_loss: -0.34815332 MI_loss: 21.156569 Detection error: 0.009799838066101074 time: 10:35:26.809611
- B/E: 138 / 258 , Gen_loss: -0.35528034 MI_loss: 21.601599 Detection error: 0.009801268577575684 time: 10:35:27.690048
- B/E: 139 / 258 , Gen_loss: -0.3744928 MI_loss: 22.540485 Detection error: 0.009806692600250244 time: 10:35:28.569407
- B/E: 140 / 258 , Gen_loss: -0.36273652 MI_loss: 22.080618 Detection error: 0.009801208972930908 time: 10:35:29.453537
- B/E: 141 / 258 , Gen_loss: -0.36319453 MI_loss: 22.075623 Detection error: 0.009802162647247314 time: 10:35:30.334282
- B/E: 142 / 258 , Gen_loss: -0.36026618 MI_loss: 21.626465 Detection error: 0.00980067253112793 time: 10:35:31.211533
- B/E: 143 / 258 , Gen_loss: -0.35868758 MI_loss: 21.545008 Detection error: 0.009796679019927979 time: 10:35:32.104593
- B/E: 144 / 258 , Gen_loss: -0.3639837 MI_loss: 22.040176 Detection error: 0.009808599948883057 time: 10:35:32.992121
- B/E: 145 / 258 , Gen_loss: -0.35528296 MI_loss: 21.429865 Detection error: 0.009815692901611328 time: 10:35:33.871192
- B/E: 146 / 258 , Gen_loss: -0.36616284 MI_loss: 22.094025 Detection error: 0.009814441204071045 time: 10:35:34.752357
- B/E: 147 / 258 , Gen_loss: -0.3626741 MI_loss: 22.04564 Detection error: 0.00981903076171875 time: 10:35:35.638024
- B/E: 148 / 258 , Gen_loss: -0.36430323 MI_loss: 22.009602 Detection error: 0.00982046127319336 time: 10:35:36.603899
- B/E: 149 / 258 , Gen_loss: -0.35711688 MI_loss: 21.613253 Detection error: 0.009824573993682861 time: 10:35:37.484141
-
- Test Loss: 10.2594 Test Error: 0.01066666841506958
- -----
- EPOCH: 259
- B/E: 0 / 259 , Gen_loss: -0.36333442 MI_loss: 21.926456 Detection error: 0.01015627384185791 time: 10:35:39.422498
- B/E: 1 / 259 , Gen_loss: -0.34122428 MI_loss: 20.665937 Detection error: 0.010296881198883057 time: 10:36:17.071179
- B/E: 2 / 259 , Gen_loss: -0.35373527 MI_loss: 21.408775 Detection error: 0.009760439395904541 time: 10:36:17.986908
- B/E: 3 / 259 , Gen_loss: -0.35912117 MI_loss: 21.75139 Detection error: 0.009593725204467773 time: 10:36:18.877570
- B/E: 4 / 259 , Gen_loss: -0.34845763 MI_loss: 21.04663 Detection error: 0.009606242179870605 time: 10:36:19.770457
- B/E: 5 / 259 , Gen_loss: -0.36192897 MI_loss: 22.097872 Detection error: 0.009739577770233154 time: 10:36:20.653462
- B/E: 6 / 259 , Gen_loss: -0.35691246 MI_loss: 21.794119 Detection error: 0.00979912281036377 time: 10:36:21.490084
- B/E: 7 / 259 , Gen_loss: -0.3676941 MI_loss: 22.267433 Detection error: 0.00989454984664917 time: 10:36:22.260423
- B/E: 8 / 259 , Gen_loss: -0.36547032 MI_loss: 22.264156 Detection error: 0.009812474250793457 time: 10:36:23.030346
- B/E: 9 / 259 , Gen_loss: -0.3578642 MI_loss: 21.861895 Detection error: 0.009753108024597168 time: 10:36:23.814416
- B/E: 10 / 259 , Gen_loss: -0.3590253 MI_loss: 21.82567 Detection error: 0.009784102439880371 time: 10:36:24.692488
- B/E: 11 / 259 , Gen_loss: -0.3724586 MI_loss: 22.552801 Detection error: 0.009812474250793457 time: 10:36:25.461777
- B/E: 12 / 259 , Gen_loss: -0.35449225 MI_loss: 21.356188 Detection error: 0.009899020195007324 time: 10:36:26.313733
- B/E: 13 / 259 , Gen_loss: -0.3639771 MI_loss: 22.15139 Detection error: 0.009866058826446533 time: 10:36:27.195037
- B/E: 14 / 259 , Gen_loss: -0.37756383 MI_loss: 22.81987 Detection error: 0.009824991226196289 time: 10:36:28.090116
- B/E: 15 / 259 , Gen_loss: -0.3657336 MI_loss: 22.11805 Detection error: 0.009837865829467773 time: 10:36:28.971121
- B/E: 16 / 259 , Gen_loss: -0.36011344 MI_loss: 21.80475 Detection error: 0.009827196598052979 time: 10:36:29.852949
- B/E: 17 / 259 , Gen_loss: -0.36649936 MI_loss: 22.312815 Detection error: 0.009805560111999512 time: 10:36:30.763622
- B/E: 18 / 259 , Gen_loss: -0.35431403 MI_loss: 21.589464 Detection error: 0.009782910346984863 time: 10:36:31.659195
- B/E: 19 / 259 , Gen_loss: -0.35461244 MI_loss: 21.562483 Detection error: 0.009793758392333984 time: 10:36:32.537615
- B/E: 20 / 259 , Gen_loss: -0.3649943 MI_loss: 22.136835 Detection error: 0.009805083274841309 time: 10:36:33.443632
- B/E: 21 / 259 , Gen_loss: -0.35351485 MI_loss: 21.640896 Detection error: 0.009843766689300537 time: 10:36:34.323809
- B/E: 22 / 259 , Gen_loss: -0.3666092 MI_loss: 22.123928 Detection error: 0.009804368019104004 time: 10:36:35.208758
- B/E: 23 / 259 , Gen_loss: -0.35432005 MI_loss: 21.365358 Detection error: 0.00978773832321167 time: 10:36:36.090842
- B/E: 24 / 259 , Gen_loss: -0.37115148 MI_loss: 22.50277 Detection error: 0.009808778762817383 time: 10:36:36.984716
- B/E: 25 / 259 , Gen_loss: -0.36339143 MI_loss: 21.926039 Detection error: 0.009832918643951416 time: 10:36:37.980404
- B/E: 26 / 259 , Gen_loss: -0.35470486 MI_loss: 21.570236 Detection error: 0.009870350360870361 time: 10:36:38.862535
- B/E: 27 / 259 , Gen_loss: -0.36372924 MI_loss: 22.208881 Detection error: 0.009890615940093994 time: 10:36:39.744654
- B/E: 28 / 259 , Gen_loss: -0.36552063 MI_loss: 22.157364 Detection error: 0.009878218173980713 time: 10:36:40.625531
- B/E: 29 / 259 , Gen_loss: -0.35800716 MI_loss: 21.721905 Detection error: 0.009898960590362549 time: 10:36:41.504882
- B/E: 30 / 259 , Gen_loss: -0.35349008 MI_loss: 21.33075 Detection error: 0.009877026081085205 time: 10:36:42.374682
- B/E: 31 / 259 , Gen_loss: -0.3590261 MI_loss: 21.827448 Detection error: 0.009839832782745361 time: 10:36:43.257433
- B/E: 32 / 259 , Gen_loss: -0.36240253 MI_loss: 22.01408 Detection error: 0.009848475456237793 time: 10:36:44.140706
- B/E: 33 / 259 , Gen_loss: -0.35288382 MI_loss: 21.448832 Detection error: 0.0098189115524292 time: 10:36:45.025263
- B/E: 34 / 259 , Gen_loss: -0.3549306 MI_loss: 21.509037 Detection error: 0.009829461574554443 time: 10:36:45.912809
- B/E: 35 / 259 , Gen_loss: -0.35665035 MI_loss: 21.655275 Detection error: 0.009808182716369629 time: 10:36:46.793392
- B/E: 36 / 259 , Gen_loss: -0.3575406 MI_loss: 21.755909 Detection error: 0.00982433557510376 time: 10:36:47.679610
- B/E: 37 / 259 , Gen_loss: -0.35871232 MI_loss: 21.539291 Detection error: 0.00980919599533081 time: 10:36:48.565983
- B/E: 38 / 259 , Gen_loss: -0.35791394 MI_loss: 21.695473 Detection error: 0.009817302227020264 time: 10:36:49.453595
- B/E: 39 / 259 , Gen_loss: -0.35182673 MI_loss: 21.28769 Detection error: 0.009812474250793457 time: 10:36:50.262807
- B/E: 40 / 259 , Gen_loss: -0.3589148 MI_loss: 21.670782 Detection error: 0.009804129600524902 time: 10:36:51.048840
- B/E: 41 / 259 , Gen_loss: -0.36029622 MI_loss: 21.798433 Detection error: 0.009804308414459229 time: 10:36:51.900996
- B/E: 42 / 259 , Gen_loss: -0.36488226 MI_loss: 22.024784 Detection error: 0.009797990322113037 time: 10:36:52.670594
- B/E: 43 / 259 , Gen_loss: -0.36268848 MI_loss: 21.921076 Detection error: 0.009801149368286133 time: 10:36:53.444041
- B/E: 44 / 259 , Gen_loss: -0.35469267 MI_loss: 21.46542 Detection error: 0.009802758693695068 time: 10:36:54.306908
- B/E: 45 / 259 , Gen_loss: -0.35271725 MI_loss: 21.301092 Detection error: 0.009817957878112793 time: 10:36:55.187373
- B/E: 46 / 259 , Gen_loss: -0.35642686 MI_loss: 21.686136 Detection error: 0.009841084480285645 time: 10:36:56.084526
- B/E: 47 / 259 , Gen_loss: -0.36717662 MI_loss: 22.265898 Detection error: 0.009835958480834961 time: 10:36:56.970641
- B/E: 48 / 259 , Gen_loss: -0.36113265 MI_loss: 22.023169 Detection error: 0.009849488735198975 time: 10:36:57.851078
- B/E: 49 / 259 , Gen_loss: -0.36024097 MI_loss: 21.800884 Detection error: 0.009849369525909424 time: 10:36:58.734758
- B/E: 50 / 259 , Gen_loss: -0.34938905 MI_loss: 21.254128 Detection error: 0.009854793548583984 time: 10:36:59.621653
- B/E: 51 / 259 , Gen_loss: -0.35746115 MI_loss: 21.582283 Detection error: 0.009856343269348145 time: 10:37:00.504290
- B/E: 52 / 259 , Gen_loss: -0.3557108 MI_loss: 21.603386 Detection error: 0.00985729694366455 time: 10:37:01.307752
- B/E: 53 / 259 , Gen_loss: -0.3608558 MI_loss: 21.898155 Detection error: 0.009865760803222656 time: 10:37:02.170023
- B/E: 54 / 259 , Gen_loss: -0.36271134 MI_loss: 21.93702 Detection error: 0.009875595569610596 time: 10:37:03.050028
- B/E: 55 / 259 , Gen_loss: -0.3498746 MI_loss: 21.036991 Detection error: 0.009857714176177979 time: 10:37:03.939250
- B/E: 56 / 259 , Gen_loss: -0.36629313 MI_loss: 22.059204 Detection error: 0.009842634201049805 time: 10:37:04.825936
- B/E: 57 / 259 , Gen_loss: -0.35904047 MI_loss: 21.722858 Detection error: 0.009836196899414062 time: 10:37:05.790864
- B/E: 58 / 259 , Gen_loss: -0.354047 MI_loss: 21.311028 Detection error: 0.009827852249145508 time: 10:37:06.676421
- B/E: 59 / 259 , Gen_loss: -0.35893884 MI_loss: 21.839127 Detection error: 0.00983959436416626 time: 10:37:07.555097
- B/E: 60 / 259 , Gen_loss: -0.36735535 MI_loss: 22.19389 Detection error: 0.009836077690124512 time: 10:37:08.364315
- B/E: 61 / 259 , Gen_loss: -0.35242763 MI_loss: 21.349977 Detection error: 0.009833693504333496 time: 10:37:09.171682
- B/E: 62 / 259 , Gen_loss: -0.3606238 MI_loss: 21.901691 Detection error: 0.00984126329421997 time: 10:37:10.048731
- B/E: 63 / 259 , Gen_loss: -0.35385892 MI_loss: 21.356647 Detection error: 0.009836912155151367 time: 10:37:10.951511
- B/E: 64 / 259 , Gen_loss: -0.36159775 MI_loss: 22.06404 Detection error: 0.00983363389968872 time: 10:37:11.837514
- B/E: 65 / 259 , Gen_loss: -0.3599412 MI_loss: 21.742247 Detection error: 0.009823858737945557 time: 10:37:12.720634
- B/E: 66 / 259 , Gen_loss: -0.36262766 MI_loss: 21.914324 Detection error: 0.009825587272644043 time: 10:37:13.621247
- B/E: 67 / 259 , Gen_loss: -0.3719174 MI_loss: 22.35031 Detection error: 0.009817123413085938 time: 10:37:14.462839
- B/E: 68 / 259 , Gen_loss: -0.36018234 MI_loss: 21.809296 Detection error: 0.009823381900787354 time: 10:37:15.233170
- B/E: 69 / 259 , Gen_loss: -0.3569669 MI_loss: 21.67146 Detection error: 0.009830832481384277 time: 10:37:16.001769
- B/E: 70 / 259 , Gen_loss: -0.37216398 MI_loss: 22.511255 Detection error: 0.00982743501663208 time: 10:37:16.874969
- B/E: 71 / 259 , Gen_loss: -0.36113268 MI_loss: 21.946806 Detection error: 0.009828150272369385 time: 10:37:17.755109
- B/E: 72 / 259 , Gen_loss: -0.36169395 MI_loss: 21.947054 Detection error: 0.00982964038848877 time: 10:37:18.636114
- B/E: 73 / 259 , Gen_loss: -0.36195505 MI_loss: 22.071066 Detection error: 0.009820938110351562 time: 10:37:19.610683
- B/E: 74 / 259 , Gen_loss: -0.35343164 MI_loss: 21.53313 Detection error: 0.009824573993682861 time: 10:37:20.456885
- B/E: 75 / 259 , Gen_loss: -0.3479942 MI_loss: 21.196198 Detection error: 0.009813308715820312 time: 10:37:21.256475
- B/E: 76 / 259 , Gen_loss: -0.35569295 MI_loss: 21.429024 Detection error: 0.00981450080871582 time: 10:37:22.027351
- B/E: 77 / 259 , Gen_loss: -0.36083266 MI_loss: 21.909348 Detection error: 0.009819328784942627 time: 10:37:22.909046
- B/E: 78 / 259 , Gen_loss: -0.35450867 MI_loss: 21.519482 Detection error: 0.009807765483856201 time: 10:37:23.787053
- B/E: 79 / 259 , Gen_loss: -0.3654566 MI_loss: 21.927956 Detection error: 0.00981837511062622 time: 10:37:24.668084
- B/E: 80 / 259 , Gen_loss: -0.3581463 MI_loss: 21.851112 Detection error: 0.00982755422592163 time: 10:37:25.553451
- B/E: 81 / 259 , Gen_loss: -0.35804698 MI_loss: 21.662975 Detection error: 0.009819388389587402 time: 10:37:26.402838
- B/E: 82 / 259 , Gen_loss: -0.35917506 MI_loss: 21.63586 Detection error: 0.00981813669204712 time: 10:37:27.175080
- B/E: 83 / 259 , Gen_loss: -0.3547913 MI_loss: 21.59755 Detection error: 0.009822547435760498 time: 10:37:27.946770
- B/E: 84 / 259 , Gen_loss: -0.3584882 MI_loss: 21.727682 Detection error: 0.009816527366638184 time: 10:37:28.817689
- B/E: 85 / 259 , Gen_loss: -0.35864967 MI_loss: 21.751638 Detection error: 0.009792864322662354 time: 10:37:29.701600
- B/E: 86 / 259 , Gen_loss: -0.36778787 MI_loss: 22.336952 Detection error: 0.009795606136322021 time: 10:37:30.584088
- B/E: 87 / 259 , Gen_loss: -0.35560444 MI_loss: 21.420004 Detection error: 0.009780168533325195 time: 10:37:31.478245
- B/E: 88 / 259 , Gen_loss: -0.3630616 MI_loss: 21.99638 Detection error: 0.009770691394805908 time: 10:37:32.359617
- B/E: 89 / 259 , Gen_loss: -0.3560628 MI_loss: 21.673689 Detection error: 0.009782612323760986 time: 10:37:33.277435
- B/E: 90 / 259 , Gen_loss: -0.36857322 MI_loss: 22.259491 Detection error: 0.009785056114196777 time: 10:37:34.161358
- B/E: 91 / 259 , Gen_loss: -0.35392565 MI_loss: 21.49723 Detection error: 0.009788036346435547 time: 10:37:35.043754
- B/E: 92 / 259 , Gen_loss: -0.35567793 MI_loss: 21.43672 Detection error: 0.009773194789886475 time: 10:37:35.924812
- B/E: 93 / 259 , Gen_loss: -0.36165953 MI_loss: 21.92287 Detection error: 0.009772956371307373 time: 10:37:36.806058
- B/E: 94 / 259 , Gen_loss: -0.35808027 MI_loss: 21.725044 Detection error: 0.009791433811187744 time: 10:37:37.688993
- B/E: 95 / 259 , Gen_loss: -0.34495786 MI_loss: 20.83676 Detection error: 0.009792983531951904 time: 10:37:38.568587
- B/E: 96 / 259 , Gen_loss: -0.35671616 MI_loss: 21.66893 Detection error: 0.009791254997253418 time: 10:37:39.448798
- B/E: 97 / 259 , Gen_loss: -0.35713515 MI_loss: 21.744272 Detection error: 0.009791135787963867 time: 10:37:40.352143
- B/E: 98 / 259 , Gen_loss: -0.3630794 MI_loss: 21.770653 Detection error: 0.009778082370758057 time: 10:37:41.234561
- B/E: 99 / 259 , Gen_loss: -0.3578357 MI_loss: 21.62171 Detection error: 0.00977468490600586 time: 10:37:42.120826
- B/E: 100 / 259 , Gen_loss: -0.35642332 MI_loss: 21.641708 Detection error: 0.009779393672943115 time: 10:37:43.010066
- B/E: 101 / 259 , Gen_loss: -0.36257735 MI_loss: 21.911264 Detection error: 0.009785234928131104 time: 10:37:43.807874
- B/E: 102 / 259 , Gen_loss: -0.35725 MI_loss: 21.706081 Detection error: 0.009782135486602783 time: 10:37:44.627563
- B/E: 103 / 259 , Gen_loss: -0.36374143 MI_loss: 22.015947 Detection error: 0.009780943393707275 time: 10:37:45.597634
- B/E: 104 / 259 , Gen_loss: -0.35801476 MI_loss: 21.627453 Detection error: 0.009782731533050537 time: 10:37:46.484905
- B/E: 105 / 259 , Gen_loss: -0.37705526 MI_loss: 22.798508 Detection error: 0.009780049324035645 time: 10:37:47.443352
- B/E: 106 / 259 , Gen_loss: -0.3566361 MI_loss: 21.705482 Detection error: 0.009782135486602783 time: 10:37:48.330999
- B/E: 107 / 259 , Gen_loss: -0.36393276 MI_loss: 22.06537 Detection error: 0.009778380393981934 time: 10:37:49.229876
- B/E: 108 / 259 , Gen_loss: -0.35984105 MI_loss: 21.947227 Detection error: 0.009784400463104248 time: 10:37:50.111351
- B/E: 109 / 259 , Gen_loss: -0.36428508 MI_loss: 22.173483 Detection error: 0.00978010892868042 time: 10:37:50.995093
- B/E: 110 / 259 , Gen_loss: -0.3546793 MI_loss: 21.39999 Detection error: 0.009772777557373047 time: 10:37:51.904279
- B/E: 111 / 259 , Gen_loss: -0.36375287 MI_loss: 22.090704 Detection error: 0.009772062301635742 time: 10:37:52.789763
- B/E: 112 / 259 , Gen_loss: -0.3660386 MI_loss: 22.060295 Detection error: 0.009771287441253662 time: 10:37:53.678556
- B/E: 113 / 259 , Gen_loss: -0.36410108 MI_loss: 22.127056 Detection error: 0.009774923324584961 time: 10:37:54.587260
- B/E: 114 / 259 , Gen_loss: -0.36612308 MI_loss: 22.32135 Detection error: 0.009778261184692383 time: 10:37:55.449739
- B/E: 115 / 259 , Gen_loss: -0.36071062 MI_loss: 21.68172 Detection error: 0.009772896766662598 time: 10:37:56.254629
- B/E: 116 / 259 , Gen_loss: -0.36784023 MI_loss: 22.40365 Detection error: 0.009769737720489502 time: 10:37:57.024907
- B/E: 117 / 259 , Gen_loss: -0.35182223 MI_loss: 21.384615 Detection error: 0.009772777557373047 time: 10:37:57.800228
- B/E: 118 / 259 , Gen_loss: -0.3689209 MI_loss: 22.337683 Detection error: 0.009767353534698486 time: 10:37:58.570920
- B/E: 119 / 259 , Gen_loss: -0.36591285 MI_loss: 22.205067 Detection error: 0.009764611721038818 time: 10:37:59.362746
- B/E: 120 / 259 , Gen_loss: -0.3709625 MI_loss: 22.562756 Detection error: 0.009761631488800049 time: 10:38:00.183257
- B/E: 121 / 259 , Gen_loss: -0.36337197 MI_loss: 22.149338 Detection error: 0.00976639986038208 time: 10:38:01.049189
- B/E: 122 / 259 , Gen_loss: -0.35550478 MI_loss: 21.37482 Detection error: 0.00975865125656128 time: 10:38:01.901745
- B/E: 123 / 259 , Gen_loss: -0.35404128 MI_loss: 21.41338 Detection error: 0.009752750396728516 time: 10:38:02.779500
- B/E: 124 / 259 , Gen_loss: -0.35836864 MI_loss: 21.888062 Detection error: 0.009756028652191162 time: 10:38:03.662016
- B/E: 125 / 259 , Gen_loss: -0.36435562 MI_loss: 22.03162 Detection error: 0.009755730628967285 time: 10:38:04.545417
- B/E: 126 / 259 , Gen_loss: -0.36733636 MI_loss: 22.326956 Detection error: 0.009764790534973145 time: 10:38:05.424030
- B/E: 127 / 259 , Gen_loss: -0.36922017 MI_loss: 22.441841 Detection error: 0.009766817092895508 time: 10:38:06.305809
- B/E: 128 / 259 , Gen_loss: -0.35972458 MI_loss: 21.757225 Detection error: 0.009770572185516357 time: 10:38:07.186552
- B/E: 129 / 259 , Gen_loss: -0.357138 MI_loss: 21.73825 Detection error: 0.009776413440704346 time: 10:38:08.069068
- B/E: 130 / 259 , Gen_loss: -0.35157478 MI_loss: 21.416065 Detection error: 0.009786009788513184 time: 10:38:08.889753
- B/E: 131 / 259 , Gen_loss: -0.36005554 MI_loss: 21.677876 Detection error: 0.009789049625396729 time: 10:38:09.743767
- B/E: 132 / 259 , Gen_loss: -0.3596841 MI_loss: 21.768564 Detection error: 0.009784519672393799 time: 10:38:10.611797
- B/E: 133 / 259 , Gen_loss: -0.36589998 MI_loss: 22.180037 Detection error: 0.009786367416381836 time: 10:38:11.491946
- B/E: 134 / 259 , Gen_loss: -0.35758284 MI_loss: 21.89958 Detection error: 0.009793996810913086 time: 10:38:12.377818
- B/E: 135 / 259 , Gen_loss: -0.36465266 MI_loss: 21.980453 Detection error: 0.009796202182769775 time: 10:38:13.254398
- B/E: 136 / 259 , Gen_loss: -0.3675476 MI_loss: 22.449234 Detection error: 0.009799718856811523 time: 10:38:14.155739
- B/E: 137 / 259 , Gen_loss: -0.36312982 MI_loss: 21.912512 Detection error: 0.009800970554351807 time: 10:38:15.124705
- B/E: 138 / 259 , Gen_loss: -0.35466865 MI_loss: 21.49638 Detection error: 0.009804189205169678 time: 10:38:15.958474
- B/E: 139 / 259 , Gen_loss: -0.36211845 MI_loss: 22.08448 Detection error: 0.009810030460357666 time: 10:38:16.744844
- B/E: 140 / 259 , Gen_loss: -0.36138526 MI_loss: 21.974182 Detection error: 0.009805858135223389 time: 10:38:17.589629
- B/E: 141 / 259 , Gen_loss: -0.3693004 MI_loss: 22.279034 Detection error: 0.0098038911819458 time: 10:38:18.362158
- B/E: 142 / 259 , Gen_loss: -0.36473775 MI_loss: 22.161299 Detection error: 0.00980377197265625 time: 10:38:19.230452
- B/E: 143 / 259 , Gen_loss: -0.3701048 MI_loss: 22.514051 Detection error: 0.009802937507629395 time: 10:38:20.108752
- B/E: 144 / 259 , Gen_loss: -0.36150926 MI_loss: 21.91683 Detection error: 0.009811222553253174 time: 10:38:20.959240
- B/E: 145 / 259 , Gen_loss: -0.35661936 MI_loss: 21.645021 Detection error: 0.009817183017730713 time: 10:38:21.746982
- B/E: 146 / 259 , Gen_loss: -0.35320505 MI_loss: 21.360462 Detection error: 0.00981825590133667 time: 10:38:22.519949
- B/E: 147 / 259 , Gen_loss: -0.36091712 MI_loss: 21.800045 Detection error: 0.009817779064178467 time: 10:38:23.291127
- B/E: 148 / 259 , Gen_loss: -0.36125344 MI_loss: 21.90164 Detection error: 0.009819209575653076 time: 10:38:24.065368
- B/E: 149 / 259 , Gen_loss: -0.36483356 MI_loss: 22.217287 Detection error: 0.00982666015625 time: 10:38:24.834124
-
- Test Loss: 10.257166 Test Error: 0.010658323764801025
- -----
- EPOCH: 260
- B/E: 0 / 260 , Gen_loss: -0.3604263 MI_loss: 21.860815 Detection error: 0.01006251573562622 time: 10:38:26.773597
- B/E: 1 / 260 , Gen_loss: -0.35848638 MI_loss: 21.747948 Detection error: 0.01003122329711914 time: 10:39:05.365405
- B/E: 2 / 260 , Gen_loss: -0.34782004 MI_loss: 20.977625 Detection error: 0.009677112102508545 time: 10:39:06.398533
- B/E: 3 / 260 , Gen_loss: -0.35984945 MI_loss: 21.824163 Detection error: 0.00963282585144043 time: 10:39:07.312262
- B/E: 4 / 260 , Gen_loss: -0.36045593 MI_loss: 21.649054 Detection error: 0.009606242179870605 time: 10:39:08.219131
- B/E: 5 / 260 , Gen_loss: -0.35694718 MI_loss: 21.80677 Detection error: 0.009750008583068848 time: 10:39:09.117939
- B/E: 6 / 260 , Gen_loss: -0.35537443 MI_loss: 21.541943 Detection error: 0.009750008583068848 time: 10:39:10.037226
- B/E: 7 / 260 , Gen_loss: -0.3614377 MI_loss: 22.1023 Detection error: 0.009820342063903809 time: 10:39:10.945160
- B/E: 8 / 260 , Gen_loss: -0.36123553 MI_loss: 22.018745 Detection error: 0.009763896465301514 time: 10:39:11.845718
- B/E: 9 / 260 , Gen_loss: -0.37416542 MI_loss: 22.630833 Detection error: 0.009724974632263184 time: 10:39:12.829424
- B/E: 10 / 260 , Gen_loss: -0.3613095 MI_loss: 21.909452 Detection error: 0.009738624095916748 time: 10:39:13.640219
- B/E: 11 / 260 , Gen_loss: -0.36009347 MI_loss: 21.870201 Detection error: 0.009734392166137695 time: 10:39:14.425886
- B/E: 12 / 260 , Gen_loss: -0.35902134 MI_loss: 21.650414 Detection error: 0.00981968641281128 time: 10:39:15.315068
- B/E: 13 / 260 , Gen_loss: -0.36415204 MI_loss: 21.997515 Detection error: 0.009803593158721924 time: 10:39:16.213144
- B/E: 14 / 260 , Gen_loss: -0.36151063 MI_loss: 21.80031 Detection error: 0.009806275367736816 time: 10:39:17.109975
- B/E: 15 / 260 , Gen_loss: -0.35981402 MI_loss: 21.743763 Detection error: 0.009796857833862305 time: 10:39:18.000743
- B/E: 16 / 260 , Gen_loss: -0.3704428 MI_loss: 22.217804 Detection error: 0.009795963764190674 time: 10:39:18.818051
- B/E: 17 / 260 , Gen_loss: -0.35699263 MI_loss: 21.646828 Detection error: 0.009807288646697998 time: 10:39:19.640840
- B/E: 18 / 260 , Gen_loss: -0.35508272 MI_loss: 21.441854 Detection error: 0.009746730327606201 time: 10:39:20.533816
- B/E: 19 / 260 , Gen_loss: -0.35130122 MI_loss: 21.404654 Detection error: 0.009743750095367432 time: 10:39:21.319161
- B/E: 20 / 260 , Gen_loss: -0.35692397 MI_loss: 21.748615 Detection error: 0.009784221649169922 time: 10:39:22.150232
- B/E: 21 / 260 , Gen_loss: -0.35677236 MI_loss: 21.583412 Detection error: 0.009798288345336914 time: 10:39:22.931973
- B/E: 22 / 260 , Gen_loss: -0.36549363 MI_loss: 21.899807 Detection error: 0.009774446487426758 time: 10:39:23.714842
- B/E: 23 / 260 , Gen_loss: -0.36547825 MI_loss: 21.899193 Detection error: 0.009769558906555176 time: 10:39:24.621602
- B/E: 24 / 260 , Gen_loss: -0.35283697 MI_loss: 21.237745 Detection error: 0.009777486324310303 time: 10:39:25.518804
- B/E: 25 / 260 , Gen_loss: -0.35570243 MI_loss: 21.446886 Detection error: 0.00980287790298462 time: 10:39:26.412049
- B/E: 26 / 260 , Gen_loss: -0.35225496 MI_loss: 21.430569 Detection error: 0.00984954833984375 time: 10:39:27.312648
- B/E: 27 / 260 , Gen_loss: -0.37323555 MI_loss: 22.573318 Detection error: 0.009858250617980957 time: 10:39:28.251810
- B/E: 28 / 260 , Gen_loss: -0.35593113 MI_loss: 21.655956 Detection error: 0.00987178087234497 time: 10:39:29.148102
- B/E: 29 / 260 , Gen_loss: -0.3612639 MI_loss: 21.913225 Detection error: 0.00987708568572998 time: 10:39:30.050848
- B/E: 30 / 260 , Gen_loss: -0.3608335 MI_loss: 21.889845 Detection error: 0.009869933128356934 time: 10:39:30.954048
- B/E: 31 / 260 , Gen_loss: -0.3592269 MI_loss: 21.80255 Detection error: 0.009837865829467773 time: 10:39:31.969290
- B/E: 32 / 260 , Gen_loss: -0.37274817 MI_loss: 22.66462 Detection error: 0.009839951992034912 time: 10:39:32.865797
- B/E: 33 / 260 , Gen_loss: -0.35532293 MI_loss: 21.54667 Detection error: 0.009821712970733643 time: 10:39:33.772109
- B/E: 34 / 260 , Gen_loss: -0.35795715 MI_loss: 21.731155 Detection error: 0.009817838668823242 time: 10:39:34.670760
- B/E: 35 / 260 , Gen_loss: -0.3582614 MI_loss: 21.809067 Detection error: 0.009807288646697998 time: 10:39:35.566841
- B/E: 36 / 260 , Gen_loss: -0.35828924 MI_loss: 21.716793 Detection error: 0.009790539741516113 time: 10:39:36.387952
- B/E: 37 / 260 , Gen_loss: -0.35765883 MI_loss: 21.749357 Detection error: 0.00979524850845337 time: 10:39:37.174087
- B/E: 38 / 260 , Gen_loss: -0.361426 MI_loss: 21.875765 Detection error: 0.009814918041229248 time: 10:39:37.941244
- B/E: 39 / 260 , Gen_loss: -0.3680719 MI_loss: 22.386307 Detection error: 0.00980234146118164 time: 10:39:38.715141
- B/E: 40 / 260 , Gen_loss: -0.36259052 MI_loss: 21.958572 Detection error: 0.009791910648345947 time: 10:39:39.592712
- B/E: 41 / 260 , Gen_loss: -0.36360827 MI_loss: 21.942013 Detection error: 0.009787201881408691 time: 10:39:40.489535
- B/E: 42 / 260 , Gen_loss: -0.35270065 MI_loss: 21.473963 Detection error: 0.009784877300262451 time: 10:39:41.384351
- B/E: 43 / 260 , Gen_loss: -0.36963806 MI_loss: 22.336092 Detection error: 0.009786248207092285 time: 10:39:42.283002
- B/E: 44 / 260 , Gen_loss: -0.3676188 MI_loss: 22.348957 Detection error: 0.009808361530303955 time: 10:39:43.178947
- B/E: 45 / 260 , Gen_loss: -0.3608882 MI_loss: 21.862244 Detection error: 0.009816586971282959 time: 10:39:44.078211
- B/E: 46 / 260 , Gen_loss: -0.35846874 MI_loss: 21.5386 Detection error: 0.009816467761993408 time: 10:39:44.982267
- B/E: 47 / 260 , Gen_loss: -0.3607232 MI_loss: 21.803162 Detection error: 0.009820938110351562 time: 10:39:45.818039
- B/E: 48 / 260 , Gen_loss: -0.3645142 MI_loss: 22.044445 Detection error: 0.009832262992858887 time: 10:39:46.697583
- B/E: 49 / 260 , Gen_loss: -0.36065724 MI_loss: 21.864456 Detection error: 0.009834349155426025 time: 10:39:47.542728
- B/E: 50 / 260 , Gen_loss: -0.35923454 MI_loss: 21.850435 Detection error: 0.009838223457336426 time: 10:39:48.445333
- B/E: 51 / 260 , Gen_loss: -0.36305535 MI_loss: 22.141079 Detection error: 0.009840726852416992 time: 10:39:49.353524
- B/E: 52 / 260 , Gen_loss: -0.36810422 MI_loss: 22.190083 Detection error: 0.009836673736572266 time: 10:39:50.250057
- B/E: 53 / 260 , Gen_loss: -0.3551403 MI_loss: 21.514475 Detection error: 0.009855926036834717 time: 10:39:51.175975
- B/E: 54 / 260 , Gen_loss: -0.35067838 MI_loss: 21.100914 Detection error: 0.009850561618804932 time: 10:39:52.075510
- B/E: 55 / 260 , Gen_loss: -0.3527642 MI_loss: 21.310867 Detection error: 0.00983816385269165 time: 10:39:52.978436
- B/E: 56 / 260 , Gen_loss: -0.3629809 MI_loss: 21.865433 Detection error: 0.009817957878112793 time: 10:39:53.913948
- B/E: 57 / 260 , Gen_loss: -0.36500242 MI_loss: 22.073368 Detection error: 0.009815752506256104 time: 10:39:54.700986
- B/E: 58 / 260 , Gen_loss: -0.36302057 MI_loss: 22.072935 Detection error: 0.009807705879211426 time: 10:39:55.548519
- B/E: 59 / 260 , Gen_loss: -0.36720338 MI_loss: 22.27267 Detection error: 0.009827613830566406 time: 10:39:56.443452
- B/E: 60 / 260 , Gen_loss: -0.35480794 MI_loss: 21.311844 Detection error: 0.009818673133850098 time: 10:39:57.345564
- B/E: 61 / 260 , Gen_loss: -0.34656215 MI_loss: 20.926884 Detection error: 0.009816527366638184 time: 10:39:58.241329
- B/E: 62 / 260 , Gen_loss: -0.3656983 MI_loss: 22.328419 Detection error: 0.009828388690948486 time: 10:39:59.140440
- B/E: 63 / 260 , Gen_loss: -0.3597423 MI_loss: 21.733717 Detection error: 0.009817361831665039 time: 10:40:00.137138
- B/E: 64 / 260 , Gen_loss: -0.3541299 MI_loss: 21.584991 Detection error: 0.009824991226196289 time: 10:40:01.034992
- B/E: 65 / 260 , Gen_loss: -0.3519409 MI_loss: 21.258574 Detection error: 0.009816765785217285 time: 10:40:01.935160
- B/E: 66 / 260 , Gen_loss: -0.36240637 MI_loss: 21.909489 Detection error: 0.009818077087402344 time: 10:40:02.835004
- B/E: 67 / 260 , Gen_loss: -0.35950428 MI_loss: 21.735094 Detection error: 0.00980377197265625 time: 10:40:03.734059
- B/E: 68 / 260 , Gen_loss: -0.35803956 MI_loss: 21.771423 Detection error: 0.009815216064453125 time: 10:40:04.631100
- B/E: 69 / 260 , Gen_loss: -0.35216704 MI_loss: 21.364105 Detection error: 0.009817838668823242 time: 10:40:05.530995
- B/E: 70 / 260 , Gen_loss: -0.37013507 MI_loss: 22.29982 Detection error: 0.009817779064178467 time: 10:40:06.430118
- B/E: 71 / 260 , Gen_loss: -0.35210884 MI_loss: 21.303722 Detection error: 0.009819447994232178 time: 10:40:07.328455
- B/E: 72 / 260 , Gen_loss: -0.3664573 MI_loss: 22.054476 Detection error: 0.009813368320465088 time: 10:40:08.232675
- B/E: 73 / 260 , Gen_loss: -0.35986367 MI_loss: 21.926107 Detection error: 0.009812474250793457 time: 10:40:09.134163
- B/E: 74 / 260 , Gen_loss: -0.36061987 MI_loss: 22.041613 Detection error: 0.00980997085571289 time: 10:40:10.030091
- B/E: 75 / 260 , Gen_loss: -0.36201417 MI_loss: 21.942827 Detection error: 0.009804248809814453 time: 10:40:10.923186
- B/E: 76 / 260 , Gen_loss: -0.35387436 MI_loss: 21.478273 Detection error: 0.009810864925384521 time: 10:40:11.849618
- B/E: 77 / 260 , Gen_loss: -0.36506844 MI_loss: 22.191008 Detection error: 0.009814083576202393 time: 10:40:12.746967
- B/E: 78 / 260 , Gen_loss: -0.35472253 MI_loss: 21.304737 Detection error: 0.009804964065551758 time: 10:40:13.644730
- B/E: 79 / 260 , Gen_loss: -0.36380357 MI_loss: 22.019869 Detection error: 0.009817183017730713 time: 10:40:14.618442
- B/E: 80 / 260 , Gen_loss: -0.36253187 MI_loss: 21.959486 Detection error: 0.009823322296142578 time: 10:40:15.503997
- B/E: 81 / 260 , Gen_loss: -0.3553238 MI_loss: 21.453915 Detection error: 0.009816288948059082 time: 10:40:16.385489
- B/E: 82 / 260 , Gen_loss: -0.35413516 MI_loss: 21.434637 Detection error: 0.009812891483306885 time: 10:40:17.274910
- B/E: 83 / 260 , Gen_loss: -0.36032385 MI_loss: 21.79744 Detection error: 0.00981992483139038 time: 10:40:18.163843
- B/E: 84 / 260 , Gen_loss: -0.36000875 MI_loss: 21.949467 Detection error: 0.009815096855163574 time: 10:40:19.067651
- B/E: 85 / 260 , Gen_loss: -0.37488958 MI_loss: 22.507141 Detection error: 0.009789586067199707 time: 10:40:19.962704
- B/E: 86 / 260 , Gen_loss: -0.35929632 MI_loss: 21.673977 Detection error: 0.009795606136322021 time: 10:40:20.860102
- B/E: 87 / 260 , Gen_loss: -0.353059 MI_loss: 21.356035 Detection error: 0.009777367115020752 time: 10:40:21.760119
- B/E: 88 / 260 , Gen_loss: -0.3606658 MI_loss: 21.884563 Detection error: 0.009772121906280518 time: 10:40:22.567117
- B/E: 89 / 260 , Gen_loss: -0.35898992 MI_loss: 21.812508 Detection error: 0.00978022813796997 time: 10:40:23.354890
- B/E: 90 / 260 , Gen_loss: -0.3638513 MI_loss: 22.073126 Detection error: 0.009783327579498291 time: 10:40:24.136629
- B/E: 91 / 260 , Gen_loss: -0.3547294 MI_loss: 21.470882 Detection error: 0.009782612323760986 time: 10:40:24.927401
- B/E: 92 / 260 , Gen_loss: -0.3480704 MI_loss: 21.148455 Detection error: 0.009777188301086426 time: 10:40:25.715656
- B/E: 93 / 260 , Gen_loss: -0.3540082 MI_loss: 21.431234 Detection error: 0.009771943092346191 time: 10:40:26.499484
- B/E: 94 / 260 , Gen_loss: -0.35993755 MI_loss: 21.897957 Detection error: 0.009789466857910156 time: 10:40:27.286671
- B/E: 95 / 260 , Gen_loss: -0.35884058 MI_loss: 21.782335 Detection error: 0.009790360927581787 time: 10:40:28.178529
- B/E: 96 / 260 , Gen_loss: -0.36400074 MI_loss: 22.02753 Detection error: 0.009789645671844482 time: 10:40:29.036863
- B/E: 97 / 260 , Gen_loss: -0.35876605 MI_loss: 21.78282 Detection error: 0.009781897068023682 time: 10:40:29.847203
- B/E: 98 / 260 , Gen_loss: -0.35053656 MI_loss: 21.21212 Detection error: 0.009771764278411865 time: 10:40:30.674124
- B/E: 99 / 260 , Gen_loss: -0.3576204 MI_loss: 21.52275 Detection error: 0.00977247953414917 time: 10:40:31.570181
- B/E: 100 / 260 , Gen_loss: -0.37189493 MI_loss: 22.543598 Detection error: 0.00977259874343872 time: 10:40:32.467953
- B/E: 101 / 260 , Gen_loss: -0.3578016 MI_loss: 21.718712 Detection error: 0.009781837463378906 time: 10:40:33.361572
- B/E: 102 / 260 , Gen_loss: -0.36304608 MI_loss: 21.888882 Detection error: 0.00977545976638794 time: 10:40:34.278884
- B/E: 103 / 260 , Gen_loss: -0.3756982 MI_loss: 22.864191 Detection error: 0.009773731231689453 time: 10:40:35.181143
- B/E: 104 / 260 , Gen_loss: -0.36194497 MI_loss: 21.931328 Detection error: 0.009779751300811768 time: 10:40:36.082482
- B/E: 105 / 260 , Gen_loss: -0.35149905 MI_loss: 21.273518 Detection error: 0.009775936603546143 time: 10:40:36.984624
- B/E: 106 / 260 , Gen_loss: -0.3642678 MI_loss: 22.110996 Detection error: 0.009779810905456543 time: 10:40:37.890352
- B/E: 107 / 260 , Gen_loss: -0.3543641 MI_loss: 21.618607 Detection error: 0.009782671928405762 time: 10:40:38.790100
- B/E: 108 / 260 , Gen_loss: -0.36153746 MI_loss: 21.91219 Detection error: 0.009784102439880371 time: 10:40:39.687337
- B/E: 109 / 260 , Gen_loss: -0.36568493 MI_loss: 22.052687 Detection error: 0.009782671928405762 time: 10:40:40.606711
- B/E: 110 / 260 , Gen_loss: -0.36302128 MI_loss: 21.93717 Detection error: 0.009775042533874512 time: 10:40:41.504025
- B/E: 111 / 260 , Gen_loss: -0.36511597 MI_loss: 22.197163 Detection error: 0.009774565696716309 time: 10:40:42.497705
- B/E: 112 / 260 , Gen_loss: -0.3591233 MI_loss: 21.607565 Detection error: 0.009772658348083496 time: 10:40:43.398463
- B/E: 113 / 260 , Gen_loss: -0.35888362 MI_loss: 21.783344 Detection error: 0.00977414846420288 time: 10:40:44.295863
- B/E: 114 / 260 , Gen_loss: -0.3619647 MI_loss: 22.009813 Detection error: 0.009779870510101318 time: 10:40:45.190682
- B/E: 115 / 260 , Gen_loss: -0.36773804 MI_loss: 22.222023 Detection error: 0.00977855920791626 time: 10:40:46.092505
- B/E: 116 / 260 , Gen_loss: -0.35647026 MI_loss: 21.61663 Detection error: 0.009774565696716309 time: 10:40:46.989837
- B/E: 117 / 260 , Gen_loss: -0.36241907 MI_loss: 21.974916 Detection error: 0.009775161743164062 time: 10:40:47.887021
- B/E: 118 / 260 , Gen_loss: -0.35388625 MI_loss: 21.588661 Detection error: 0.009768366813659668 time: 10:40:48.789591
- B/E: 119 / 260 , Gen_loss: -0.3542365 MI_loss: 21.425846 Detection error: 0.009769260883331299 time: 10:40:49.686208
- B/E: 120 / 260 , Gen_loss: -0.3617846 MI_loss: 22.010164 Detection error: 0.009765982627868652 time: 10:40:50.581488
- B/E: 121 / 260 , Gen_loss: -0.36110145 MI_loss: 21.944546 Detection error: 0.009764611721038818 time: 10:40:51.475357
- B/E: 122 / 260 , Gen_loss: -0.36778718 MI_loss: 22.237995 Detection error: 0.00975865125656128 time: 10:40:52.375772
- B/E: 123 / 260 , Gen_loss: -0.36698946 MI_loss: 22.197037 Detection error: 0.009754776954650879 time: 10:40:53.258902
- B/E: 124 / 260 , Gen_loss: -0.3558546 MI_loss: 21.572405 Detection error: 0.009753525257110596 time: 10:40:54.136778
- B/E: 125 / 260 , Gen_loss: -0.37253016 MI_loss: 22.593252 Detection error: 0.009757459163665771 time: 10:40:55.028739
- B/E: 126 / 260 , Gen_loss: -0.3619685 MI_loss: 22.014803 Detection error: 0.00976550579071045 time: 10:40:55.908557
- B/E: 127 / 260 , Gen_loss: -0.3555051 MI_loss: 21.565735 Detection error: 0.009766340255737305 time: 10:40:56.882746
- B/E: 128 / 260 , Gen_loss: -0.360765 MI_loss: 21.867113 Detection error: 0.009773731231689453 time: 10:40:57.768418
- B/E: 129 / 260 , Gen_loss: -0.35479853 MI_loss: 21.49674 Detection error: 0.009774267673492432 time: 10:40:58.652277
- B/E: 130 / 260 , Gen_loss: -0.36282834 MI_loss: 21.919426 Detection error: 0.009782910346984863 time: 10:40:59.534042
- B/E: 131 / 260 , Gen_loss: -0.3611545 MI_loss: 21.732367 Detection error: 0.009786009788513184 time: 10:41:00.428324
- B/E: 132 / 260 , Gen_loss: -0.36995545 MI_loss: 22.47261 Detection error: 0.009786903858184814 time: 10:41:01.300817
- B/E: 133 / 260 , Gen_loss: -0.3543623 MI_loss: 21.525574 Detection error: 0.009786367416381836 time: 10:41:02.156245
- B/E: 134 / 260 , Gen_loss: -0.3559254 MI_loss: 21.73258 Detection error: 0.009791195392608643 time: 10:41:03.046030
- B/E: 135 / 260 , Gen_loss: -0.36042956 MI_loss: 21.743038 Detection error: 0.009797096252441406 time: 10:41:03.934137
- B/E: 136 / 260 , Gen_loss: -0.35489762 MI_loss: 21.539576 Detection error: 0.009796738624572754 time: 10:41:04.823405
- B/E: 137 / 260 , Gen_loss: -0.36380607 MI_loss: 22.059423 Detection error: 0.00979912281036377 time: 10:41:05.704964
- B/E: 138 / 260 , Gen_loss: -0.35523787 MI_loss: 21.57039 Detection error: 0.009803950786590576 time: 10:41:06.594565
- B/E: 139 / 260 , Gen_loss: -0.35816276 MI_loss: 21.624094 Detection error: 0.009806931018829346 time: 10:41:07.480469
- B/E: 140 / 260 , Gen_loss: -0.36848766 MI_loss: 22.394226 Detection error: 0.009805619716644287 time: 10:41:08.369054
- B/E: 141 / 260 , Gen_loss: -0.34892908 MI_loss: 20.999283 Detection error: 0.009801268577575684 time: 10:41:09.271992
- B/E: 142 / 260 , Gen_loss: -0.35576534 MI_loss: 21.621803 Detection error: 0.00980156660079956 time: 10:41:10.159950
- B/E: 143 / 260 , Gen_loss: -0.3593693 MI_loss: 21.84716 Detection error: 0.00979989767074585 time: 10:41:11.118693
- B/E: 144 / 260 , Gen_loss: -0.35820174 MI_loss: 21.757524 Detection error: 0.009812474250793457 time: 10:41:12.034453
- B/E: 145 / 260 , Gen_loss: -0.34503996 MI_loss: 20.85806 Detection error: 0.0098152756690979 time: 10:41:12.925444
- B/E: 146 / 260 , Gen_loss: -0.35794273 MI_loss: 21.723072 Detection error: 0.009814858436584473 time: 10:41:13.809798
- B/E: 147 / 260 , Gen_loss: -0.37091163 MI_loss: 22.356201 Detection error: 0.009815216064453125 time: 10:41:14.713311
- B/E: 148 / 260 , Gen_loss: -0.3506486 MI_loss: 21.296993 Detection error: 0.009817957878112793 time: 10:41:15.599407
- B/E: 149 / 260 , Gen_loss: -0.36120644 MI_loss: 21.844316 Detection error: 0.009825408458709717 time: 10:41:16.481766
-
- Test Loss: 10.257582 Test Error: 0.01066666841506958
- -----
- EPOCH: 261
- B/E: 0 / 261 , Gen_loss: -0.35602105 MI_loss: 21.490364 Detection error: 0.010249972343444824 time: 10:41:18.440124
- B/E: 1 / 261 , Gen_loss: -0.34865043 MI_loss: 20.999937 Detection error: 0.01021873950958252 time: 10:41:56.033310
- B/E: 2 / 261 , Gen_loss: -0.35936138 MI_loss: 21.763847 Detection error: 0.009739577770233154 time: 10:41:56.901887
- B/E: 3 / 261 , Gen_loss: -0.3530692 MI_loss: 21.336143 Detection error: 0.009523451328277588 time: 10:41:57.679517
- B/E: 4 / 261 , Gen_loss: -0.3637333 MI_loss: 22.076807 Detection error: 0.009712517261505127 time: 10:41:58.458580
- B/E: 5 / 261 , Gen_loss: -0.3576612 MI_loss: 21.76569 Detection error: 0.009723961353302002 time: 10:41:59.361349
- B/E: 6 / 261 , Gen_loss: -0.34723213 MI_loss: 21.211424 Detection error: 0.009821414947509766 time: 10:42:00.159169
- B/E: 7 / 261 , Gen_loss: -0.36871114 MI_loss: 22.334538 Detection error: 0.009820342063903809 time: 10:42:01.029376
- B/E: 8 / 261 , Gen_loss: -0.3549673 MI_loss: 21.470871 Detection error: 0.009774327278137207 time: 10:42:01.919012
- B/E: 9 / 261 , Gen_loss: -0.35435736 MI_loss: 21.565979 Detection error: 0.009740650653839111 time: 10:42:02.809194
- B/E: 10 / 261 , Gen_loss: -0.366003 MI_loss: 22.375206 Detection error: 0.009750008583068848 time: 10:42:03.692266
- B/E: 11 / 261 , Gen_loss: -0.3542659 MI_loss: 21.418076 Detection error: 0.009794294834136963 time: 10:42:04.580216
- B/E: 12 / 261 , Gen_loss: -0.36799818 MI_loss: 22.228626 Detection error: 0.009872615337371826 time: 10:42:05.463933
- B/E: 13 / 261 , Gen_loss: -0.35735872 MI_loss: 21.693779 Detection error: 0.009895086288452148 time: 10:42:06.346391
- B/E: 14 / 261 , Gen_loss: -0.3710187 MI_loss: 22.386667 Detection error: 0.009824991226196289 time: 10:42:07.235054
- B/E: 15 / 261 , Gen_loss: -0.36497512 MI_loss: 22.116379 Detection error: 0.009843766689300537 time: 10:42:08.115502
- B/E: 16 / 261 , Gen_loss: -0.36139268 MI_loss: 21.853935 Detection error: 0.009827196598052979 time: 10:42:08.998479
- B/E: 17 / 261 , Gen_loss: -0.35361832 MI_loss: 21.415968 Detection error: 0.009805560111999512 time: 10:42:09.885457
- B/E: 18 / 261 , Gen_loss: -0.36216617 MI_loss: 22.057842 Detection error: 0.009759843349456787 time: 10:42:10.773702
- B/E: 19 / 261 , Gen_loss: -0.34500742 MI_loss: 20.940771 Detection error: 0.009745299816131592 time: 10:42:11.661163
- B/E: 20 / 261 , Gen_loss: -0.36636898 MI_loss: 22.237791 Detection error: 0.009805083274841309 time: 10:42:12.626584
- B/E: 21 / 261 , Gen_loss: -0.34838438 MI_loss: 21.272577 Detection error: 0.009818196296691895 time: 10:42:13.528115
- B/E: 22 / 261 , Gen_loss: -0.36996186 MI_loss: 22.4507 Detection error: 0.00980299711227417 time: 10:42:14.413901
- B/E: 23 / 261 , Gen_loss: -0.37264583 MI_loss: 22.343548 Detection error: 0.009789049625396729 time: 10:42:15.295464
- B/E: 24 / 261 , Gen_loss: -0.3639312 MI_loss: 22.142452 Detection error: 0.0098075270652771 time: 10:42:16.102932
- B/E: 25 / 261 , Gen_loss: -0.36691988 MI_loss: 22.176767 Detection error: 0.009818494319915771 time: 10:42:16.970440
- B/E: 26 / 261 , Gen_loss: -0.3553189 MI_loss: 21.463509 Detection error: 0.00987386703491211 time: 10:42:17.853675
- B/E: 27 / 261 , Gen_loss: -0.36396194 MI_loss: 22.215536 Detection error: 0.00988394021987915 time: 10:42:18.743984
- B/E: 28 / 261 , Gen_loss: -0.3691236 MI_loss: 22.40017 Detection error: 0.00989222526550293 time: 10:42:19.629674
- B/E: 29 / 261 , Gen_loss: -0.35975575 MI_loss: 21.71419 Detection error: 0.00988227128982544 time: 10:42:20.519935
- B/E: 30 / 261 , Gen_loss: -0.3472792 MI_loss: 20.952705 Detection error: 0.009856879711151123 time: 10:42:21.406757
- B/E: 31 / 261 , Gen_loss: -0.35674843 MI_loss: 21.399841 Detection error: 0.009835958480834961 time: 10:42:22.295149
- B/E: 32 / 261 , Gen_loss: -0.35540858 MI_loss: 21.669333 Detection error: 0.0098494291305542 time: 10:42:23.174267
- B/E: 33 / 261 , Gen_loss: -0.35479677 MI_loss: 21.54276 Detection error: 0.009839177131652832 time: 10:42:24.057178
- B/E: 34 / 261 , Gen_loss: -0.3655537 MI_loss: 22.213428 Detection error: 0.009838402271270752 time: 10:42:24.945608
- B/E: 35 / 261 , Gen_loss: -0.3603797 MI_loss: 21.939608 Detection error: 0.009821176528930664 time: 10:42:25.829506
- B/E: 36 / 261 , Gen_loss: -0.36071476 MI_loss: 21.9916 Detection error: 0.009826838970184326 time: 10:42:26.781050
- B/E: 37 / 261 , Gen_loss: -0.3633804 MI_loss: 21.905415 Detection error: 0.009813308715820312 time: 10:42:27.680239
- B/E: 38 / 261 , Gen_loss: -0.35283172 MI_loss: 21.315626 Detection error: 0.009826898574829102 time: 10:42:28.569513
- B/E: 39 / 261 , Gen_loss: -0.3656733 MI_loss: 22.078571 Detection error: 0.009817957878112793 time: 10:42:29.457130
- B/E: 40 / 261 , Gen_loss: -0.36587608 MI_loss: 22.252485 Detection error: 0.009812474250793457 time: 10:42:30.374743
- B/E: 41 / 261 , Gen_loss: -0.36457396 MI_loss: 22.029299 Detection error: 0.009807288646697998 time: 10:42:31.278764
- B/E: 42 / 261 , Gen_loss: -0.3651359 MI_loss: 22.301548 Detection error: 0.009808123111724854 time: 10:42:32.138513
- B/E: 43 / 261 , Gen_loss: -0.36523792 MI_loss: 22.086132 Detection error: 0.009801864624023438 time: 10:42:32.998539
- B/E: 44 / 261 , Gen_loss: -0.35106498 MI_loss: 21.400743 Detection error: 0.009811818599700928 time: 10:42:33.893161
- B/E: 45 / 261 , Gen_loss: -0.3622809 MI_loss: 21.937315 Detection error: 0.009819984436035156 time: 10:42:34.780742
- B/E: 46 / 261 , Gen_loss: -0.35791352 MI_loss: 21.595198 Detection error: 0.009836435317993164 time: 10:42:35.665587
- B/E: 47 / 261 , Gen_loss: -0.35246506 MI_loss: 21.20561 Detection error: 0.009830713272094727 time: 10:42:36.554022
- B/E: 48 / 261 , Gen_loss: -0.36253107 MI_loss: 22.013748 Detection error: 0.009837985038757324 time: 10:42:37.442451
- B/E: 49 / 261 , Gen_loss: -0.3547668 MI_loss: 21.642336 Detection error: 0.00985187292098999 time: 10:42:38.329780
- B/E: 50 / 261 , Gen_loss: -0.36248386 MI_loss: 22.08068 Detection error: 0.00985783338546753 time: 10:42:39.216909
- B/E: 51 / 261 , Gen_loss: -0.36456752 MI_loss: 22.146303 Detection error: 0.009852170944213867 time: 10:42:40.099448
- B/E: 52 / 261 , Gen_loss: -0.3705152 MI_loss: 22.396357 Detection error: 0.009851992130279541 time: 10:42:41.119075
- B/E: 53 / 261 , Gen_loss: -0.36039007 MI_loss: 21.786211 Detection error: 0.009865164756774902 time: 10:42:41.992758
- B/E: 54 / 261 , Gen_loss: -0.36215284 MI_loss: 21.977703 Detection error: 0.009860813617706299 time: 10:42:42.882386
- B/E: 55 / 261 , Gen_loss: -0.35166997 MI_loss: 21.280945 Detection error: 0.009849309921264648 time: 10:42:43.738551
- B/E: 56 / 261 , Gen_loss: -0.37346536 MI_loss: 22.652208 Detection error: 0.00983661413192749 time: 10:42:44.597570
- B/E: 57 / 261 , Gen_loss: -0.3587543 MI_loss: 21.737833 Detection error: 0.009829223155975342 time: 10:42:45.450166
- B/E: 58 / 261 , Gen_loss: -0.36313546 MI_loss: 21.997442 Detection error: 0.00982046127319336 time: 10:42:46.315807
- B/E: 59 / 261 , Gen_loss: -0.36014324 MI_loss: 21.842802 Detection error: 0.009828150272369385 time: 10:42:47.176158
- B/E: 60 / 261 , Gen_loss: -0.3549185 MI_loss: 21.489634 Detection error: 0.009824275970458984 time: 10:42:48.059604
- B/E: 61 / 261 , Gen_loss: -0.35787487 MI_loss: 21.68394 Detection error: 0.00982511043548584 time: 10:42:48.949197
- B/E: 62 / 261 , Gen_loss: -0.3672605 MI_loss: 22.225788 Detection error: 0.00983285903930664 time: 10:42:49.775183
- B/E: 63 / 261 , Gen_loss: -0.36852318 MI_loss: 22.283678 Detection error: 0.009825706481933594 time: 10:42:50.548125
- B/E: 64 / 261 , Gen_loss: -0.36294985 MI_loss: 22.018179 Detection error: 0.009827375411987305 time: 10:42:51.325811
- B/E: 65 / 261 , Gen_loss: -0.35857025 MI_loss: 21.66152 Detection error: 0.009824812412261963 time: 10:42:52.100546
- B/E: 66 / 261 , Gen_loss: -0.3610463 MI_loss: 21.952215 Detection error: 0.009818077087402344 time: 10:42:52.936005
- B/E: 67 / 261 , Gen_loss: -0.36460018 MI_loss: 21.944317 Detection error: 0.009812474250793457 time: 10:42:53.710679
- B/E: 68 / 261 , Gen_loss: -0.346724 MI_loss: 21.179642 Detection error: 0.009820640087127686 time: 10:42:54.631068
- B/E: 69 / 261 , Gen_loss: -0.36852968 MI_loss: 22.317987 Detection error: 0.009824097156524658 time: 10:42:55.517304
- B/E: 70 / 261 , Gen_loss: -0.36674592 MI_loss: 22.173105 Detection error: 0.009819567203521729 time: 10:42:56.403295
- B/E: 71 / 261 , Gen_loss: -0.36384308 MI_loss: 21.996418 Detection error: 0.009815990924835205 time: 10:42:57.290624
- B/E: 72 / 261 , Gen_loss: -0.36191306 MI_loss: 21.99063 Detection error: 0.009821474552154541 time: 10:42:58.188462
- B/E: 73 / 261 , Gen_loss: -0.35714316 MI_loss: 21.56837 Detection error: 0.00981295108795166 time: 10:42:59.070444
- B/E: 74 / 261 , Gen_loss: -0.36500356 MI_loss: 22.194523 Detection error: 0.009812474250793457 time: 10:42:59.956696
- B/E: 75 / 261 , Gen_loss: -0.3571351 MI_loss: 21.81932 Detection error: 0.00980675220489502 time: 10:43:00.781354
- B/E: 76 / 261 , Gen_loss: -0.35204262 MI_loss: 21.381771 Detection error: 0.009813308715820312 time: 10:43:01.606007
- B/E: 77 / 261 , Gen_loss: -0.34816098 MI_loss: 20.998821 Detection error: 0.009810924530029297 time: 10:43:02.403446
- B/E: 78 / 261 , Gen_loss: -0.36620265 MI_loss: 22.181633 Detection error: 0.009804964065551758 time: 10:43:03.178204
- B/E: 79 / 261 , Gen_loss: -0.37042567 MI_loss: 22.369257 Detection error: 0.009816408157348633 time: 10:43:03.968205
- B/E: 80 / 261 , Gen_loss: -0.36288288 MI_loss: 22.131363 Detection error: 0.00982213020324707 time: 10:43:04.867736
- B/E: 81 / 261 , Gen_loss: -0.36026615 MI_loss: 21.756443 Detection error: 0.009813666343688965 time: 10:43:05.754459
- B/E: 82 / 261 , Gen_loss: -0.35924938 MI_loss: 21.75518 Detection error: 0.009812474250793457 time: 10:43:06.637868
- B/E: 83 / 261 , Gen_loss: -0.36202073 MI_loss: 21.89355 Detection error: 0.009814739227294922 time: 10:43:07.520960
- B/E: 84 / 261 , Gen_loss: -0.34715617 MI_loss: 21.060823 Detection error: 0.009813249111175537 time: 10:43:08.497383
- B/E: 85 / 261 , Gen_loss: -0.36501577 MI_loss: 21.979548 Detection error: 0.009795427322387695 time: 10:43:09.383917
- B/E: 86 / 261 , Gen_loss: -0.36220324 MI_loss: 21.940153 Detection error: 0.00979381799697876 time: 10:43:10.264509
- B/E: 87 / 261 , Gen_loss: -0.36778444 MI_loss: 22.248861 Detection error: 0.009777367115020752 time: 10:43:11.175423
- B/E: 88 / 261 , Gen_loss: -0.35709774 MI_loss: 21.654266 Detection error: 0.00977247953414917 time: 10:43:12.057897
- B/E: 89 / 261 , Gen_loss: -0.3620485 MI_loss: 22.000143 Detection error: 0.00978022813796997 time: 10:43:12.943856
- B/E: 90 / 261 , Gen_loss: -0.36160603 MI_loss: 21.997551 Detection error: 0.009785056114196777 time: 10:43:13.853079
- B/E: 91 / 261 , Gen_loss: -0.35846695 MI_loss: 21.726696 Detection error: 0.009786009788513184 time: 10:43:14.763784
- B/E: 92 / 261 , Gen_loss: -0.35331377 MI_loss: 21.265827 Detection error: 0.00977182388305664 time: 10:43:15.653281
- B/E: 93 / 261 , Gen_loss: -0.3617806 MI_loss: 21.999208 Detection error: 0.009777605533599854 time: 10:43:16.538075
- B/E: 94 / 261 , Gen_loss: -0.3564334 MI_loss: 21.760855 Detection error: 0.009785830974578857 time: 10:43:17.428230
- B/E: 95 / 261 , Gen_loss: -0.35559583 MI_loss: 21.700977 Detection error: 0.00978708267211914 time: 10:43:18.312022
- B/E: 96 / 261 , Gen_loss: -0.36389443 MI_loss: 21.974773 Detection error: 0.009789645671844482 time: 10:43:19.197350
- B/E: 97 / 261 , Gen_loss: -0.35316616 MI_loss: 21.482193 Detection error: 0.009781897068023682 time: 10:43:20.086154
- B/E: 98 / 261 , Gen_loss: -0.3531317 MI_loss: 21.33624 Detection error: 0.009772419929504395 time: 10:43:20.974830
- B/E: 99 / 261 , Gen_loss: -0.3634288 MI_loss: 21.958344 Detection error: 0.009768426418304443 time: 10:43:21.864654
- B/E: 100 / 261 , Gen_loss: -0.3685258 MI_loss: 22.276115 Detection error: 0.009774744510650635 time: 10:43:22.849294
- B/E: 101 / 261 , Gen_loss: -0.36414742 MI_loss: 22.153265 Detection error: 0.009778797626495361 time: 10:43:23.732735
- B/E: 102 / 261 , Gen_loss: -0.36115178 MI_loss: 21.91102 Detection error: 0.009778499603271484 time: 10:43:24.560433
- B/E: 103 / 261 , Gen_loss: -0.37423846 MI_loss: 22.68782 Detection error: 0.009773731231689453 time: 10:43:25.377444
- B/E: 104 / 261 , Gen_loss: -0.36179477 MI_loss: 21.934422 Detection error: 0.00977468490600586 time: 10:43:26.205178
- B/E: 105 / 261 , Gen_loss: -0.3550828 MI_loss: 21.595133 Detection error: 0.00977623462677002 time: 10:43:27.093499
- B/E: 106 / 261 , Gen_loss: -0.36305967 MI_loss: 22.232834 Detection error: 0.009777188301086426 time: 10:43:27.975459
- B/E: 107 / 261 , Gen_loss: -0.36910766 MI_loss: 22.34459 Detection error: 0.009778380393981934 time: 10:43:28.873946
- B/E: 108 / 261 , Gen_loss: -0.36516327 MI_loss: 22.191162 Detection error: 0.009782671928405762 time: 10:43:29.730401
- B/E: 109 / 261 , Gen_loss: -0.36801213 MI_loss: 22.430716 Detection error: 0.009775280952453613 time: 10:43:30.520897
- B/E: 110 / 261 , Gen_loss: -0.3453193 MI_loss: 20.714817 Detection error: 0.009769678115844727 time: 10:43:31.299688
- B/E: 111 / 261 , Gen_loss: -0.36506337 MI_loss: 22.164755 Detection error: 0.009770095348358154 time: 10:43:32.072004
- B/E: 112 / 261 , Gen_loss: -0.36633885 MI_loss: 22.183977 Detection error: 0.009768247604370117 time: 10:43:32.847643
- B/E: 113 / 261 , Gen_loss: -0.35057983 MI_loss: 21.178572 Detection error: 0.009775757789611816 time: 10:43:33.622064
- B/E: 114 / 261 , Gen_loss: -0.36239418 MI_loss: 21.969189 Detection error: 0.009776651859283447 time: 10:43:34.397304
- B/E: 115 / 261 , Gen_loss: -0.36367 MI_loss: 21.832718 Detection error: 0.009772896766662598 time: 10:43:35.269344
- B/E: 116 / 261 , Gen_loss: -0.3589853 MI_loss: 21.744715 Detection error: 0.009767889976501465 time: 10:43:36.238271
- B/E: 117 / 261 , Gen_loss: -0.3607773 MI_loss: 21.89735 Detection error: 0.009769618511199951 time: 10:43:37.052321
- B/E: 118 / 261 , Gen_loss: -0.3634565 MI_loss: 21.86945 Detection error: 0.00976651906967163 time: 10:43:37.828487
- B/E: 119 / 261 , Gen_loss: -0.36490223 MI_loss: 22.192469 Detection error: 0.009762763977050781 time: 10:43:38.601411
- B/E: 120 / 261 , Gen_loss: -0.36148405 MI_loss: 21.930386 Detection error: 0.00975954532623291 time: 10:43:39.373818
- B/E: 121 / 261 , Gen_loss: -0.36524105 MI_loss: 22.219776 Detection error: 0.009765625 time: 10:43:40.248581
- B/E: 122 / 261 , Gen_loss: -0.36377016 MI_loss: 21.855309 Detection error: 0.009756326675415039 time: 10:43:41.132143
- B/E: 123 / 261 , Gen_loss: -0.367257 MI_loss: 22.297411 Detection error: 0.009748220443725586 time: 10:43:42.015229
- B/E: 124 / 261 , Gen_loss: -0.36289802 MI_loss: 22.127058 Detection error: 0.00975126028060913 time: 10:43:42.904588
- B/E: 125 / 261 , Gen_loss: -0.37096113 MI_loss: 22.467846 Detection error: 0.009752213954925537 time: 10:43:43.792538
- B/E: 126 / 261 , Gen_loss: -0.36134088 MI_loss: 21.999947 Detection error: 0.009765028953552246 time: 10:43:44.676990
- B/E: 127 / 261 , Gen_loss: -0.3585155 MI_loss: 21.691063 Detection error: 0.009759783744812012 time: 10:43:45.561761
- B/E: 128 / 261 , Gen_loss: -0.37055612 MI_loss: 22.535574 Detection error: 0.009765028953552246 time: 10:43:46.455232
- B/E: 129 / 261 , Gen_loss: -0.3604701 MI_loss: 21.99691 Detection error: 0.009769201278686523 time: 10:43:47.339838
- B/E: 130 / 261 , Gen_loss: -0.36610225 MI_loss: 22.08126 Detection error: 0.009776711463928223 time: 10:43:48.228196
- B/E: 131 / 261 , Gen_loss: -0.3668127 MI_loss: 22.203854 Detection error: 0.009780526161193848 time: 10:43:49.127304
- B/E: 132 / 261 , Gen_loss: -0.3653031 MI_loss: 22.022968 Detection error: 0.009780049324035645 time: 10:43:50.094012
- B/E: 133 / 261 , Gen_loss: -0.3596215 MI_loss: 21.73088 Detection error: 0.009782910346984863 time: 10:43:50.974409
- B/E: 134 / 261 , Gen_loss: -0.35434914 MI_loss: 21.691856 Detection error: 0.009788453578948975 time: 10:43:51.891693
- B/E: 135 / 261 , Gen_loss: -0.3606282 MI_loss: 21.83393 Detection error: 0.009789764881134033 time: 10:43:52.778712
- B/E: 136 / 261 , Gen_loss: -0.3654996 MI_loss: 22.30877 Detection error: 0.009792864322662354 time: 10:43:53.671271
- B/E: 137 / 261 , Gen_loss: -0.36565736 MI_loss: 22.205215 Detection error: 0.009797096252441406 time: 10:43:54.514803
- B/E: 138 / 261 , Gen_loss: -0.37304568 MI_loss: 22.587334 Detection error: 0.009798109531402588 time: 10:43:55.331162
- B/E: 139 / 261 , Gen_loss: -0.36359075 MI_loss: 22.120628 Detection error: 0.009799540042877197 time: 10:43:56.120965
- B/E: 140 / 261 , Gen_loss: -0.35749006 MI_loss: 21.675438 Detection error: 0.009802281856536865 time: 10:43:56.893301
- B/E: 141 / 261 , Gen_loss: -0.35802945 MI_loss: 21.732811 Detection error: 0.009797334671020508 time: 10:43:57.668701
- B/E: 142 / 261 , Gen_loss: -0.3601416 MI_loss: 21.829708 Detection error: 0.009797632694244385 time: 10:43:58.439364
- B/E: 143 / 261 , Gen_loss: -0.34873465 MI_loss: 20.994246 Detection error: 0.00979381799697876 time: 10:43:59.214551
- B/E: 144 / 261 , Gen_loss: -0.35501784 MI_loss: 21.465103 Detection error: 0.009805142879486084 time: 10:44:00.022306
- B/E: 145 / 261 , Gen_loss: -0.35510162 MI_loss: 21.534416 Detection error: 0.009809494018554688 time: 10:44:00.798479
- B/E: 146 / 261 , Gen_loss: -0.35660917 MI_loss: 21.504446 Detection error: 0.009808897972106934 time: 10:44:01.661661
- B/E: 147 / 261 , Gen_loss: -0.36546075 MI_loss: 22.18116 Detection error: 0.009809553623199463 time: 10:44:02.543100
- B/E: 148 / 261 , Gen_loss: -0.36307266 MI_loss: 21.920996 Detection error: 0.009811222553253174 time: 10:44:03.528433
- B/E: 149 / 261 , Gen_loss: -0.36934602 MI_loss: 22.52801 Detection error: 0.009818553924560547 time: 10:44:04.416736
-
- Test Loss: 10.262711 Test Error: 0.01064997911453247
- -----
- EPOCH: 262
- B/E: 0 / 262 , Gen_loss: -0.36403653 MI_loss: 22.160135 Detection error: 0.010468721389770508 time: 10:44:06.370993
- B/E: 1 / 262 , Gen_loss: -0.35669348 MI_loss: 21.5554 Detection error: 0.010203123092651367 time: 10:44:45.106302
- B/E: 2 / 262 , Gen_loss: -0.36188975 MI_loss: 21.782093 Detection error: 0.009604156017303467 time: 10:44:46.026148
- B/E: 3 / 262 , Gen_loss: -0.367327 MI_loss: 22.464851 Detection error: 0.009593725204467773 time: 10:44:46.919937
- B/E: 4 / 262 , Gen_loss: -0.358019 MI_loss: 21.841747 Detection error: 0.009656250476837158 time: 10:44:47.838995
- B/E: 5 / 262 , Gen_loss: -0.35228705 MI_loss: 21.479382 Detection error: 0.009656250476837158 time: 10:44:48.723096
- B/E: 6 / 262 , Gen_loss: -0.3533453 MI_loss: 21.42252 Detection error: 0.009718775749206543 time: 10:44:49.611070
- B/E: 7 / 262 , Gen_loss: -0.3661441 MI_loss: 22.254255 Detection error: 0.009796857833862305 time: 10:44:50.500532
- B/E: 8 / 262 , Gen_loss: -0.36156824 MI_loss: 21.848646 Detection error: 0.009715259075164795 time: 10:44:51.387101
- B/E: 9 / 262 , Gen_loss: -0.3653423 MI_loss: 22.19151 Detection error: 0.009774982929229736 time: 10:44:52.272936
- B/E: 10 / 262 , Gen_loss: -0.36389494 MI_loss: 22.108591 Detection error: 0.009741485118865967 time: 10:44:53.268994
- B/E: 11 / 262 , Gen_loss: -0.35812232 MI_loss: 21.65905 Detection error: 0.009742200374603271 time: 10:44:54.116911
- B/E: 12 / 262 , Gen_loss: -0.35962173 MI_loss: 21.73453 Detection error: 0.00981968641281128 time: 10:44:54.911065
- B/E: 13 / 262 , Gen_loss: -0.36268926 MI_loss: 21.95974 Detection error: 0.009821414947509766 time: 10:44:55.808929
- B/E: 14 / 262 , Gen_loss: -0.36245322 MI_loss: 21.871162 Detection error: 0.009770810604095459 time: 10:44:56.693235
- B/E: 15 / 262 , Gen_loss: -0.37188044 MI_loss: 22.636873 Detection error: 0.009810566902160645 time: 10:44:57.578963
- B/E: 16 / 262 , Gen_loss: -0.36408952 MI_loss: 22.090645 Detection error: 0.009799659252166748 time: 10:44:58.463732
- B/E: 17 / 262 , Gen_loss: -0.35707015 MI_loss: 21.593836 Detection error: 0.009769082069396973 time: 10:44:59.350883
- B/E: 18 / 262 , Gen_loss: -0.36606145 MI_loss: 22.063728 Detection error: 0.00974506139755249 time: 10:45:00.236278
- B/E: 19 / 262 , Gen_loss: -0.3557897 MI_loss: 21.601402 Detection error: 0.00972813367843628 time: 10:45:01.076955
- B/E: 20 / 262 , Gen_loss: -0.35296142 MI_loss: 21.345825 Detection error: 0.009797632694244385 time: 10:45:01.872001
- B/E: 21 / 262 , Gen_loss: -0.3519853 MI_loss: 21.344097 Detection error: 0.009779810905456543 time: 10:45:02.768582
- B/E: 22 / 262 , Gen_loss: -0.36038017 MI_loss: 21.790956 Detection error: 0.00976496934890747 time: 10:45:03.651380
- B/E: 23 / 262 , Gen_loss: -0.36735898 MI_loss: 22.117016 Detection error: 0.009760439395904541 time: 10:45:04.548447
- B/E: 24 / 262 , Gen_loss: -0.36198142 MI_loss: 21.999502 Detection error: 0.009788751602172852 time: 10:45:05.436527
- B/E: 25 / 262 , Gen_loss: -0.36229742 MI_loss: 21.772482 Detection error: 0.009787261486053467 time: 10:45:06.397542
- B/E: 26 / 262 , Gen_loss: -0.35705635 MI_loss: 21.77591 Detection error: 0.009841442108154297 time: 10:45:07.307380
- B/E: 27 / 262 , Gen_loss: -0.37456167 MI_loss: 22.803856 Detection error: 0.009843766689300537 time: 10:45:08.191426
- B/E: 28 / 262 , Gen_loss: -0.3745098 MI_loss: 22.6244 Detection error: 0.009832978248596191 time: 10:45:09.073462
- B/E: 29 / 262 , Gen_loss: -0.35686052 MI_loss: 21.692213 Detection error: 0.009854137897491455 time: 10:45:09.979447
- B/E: 30 / 262 , Gen_loss: -0.35967436 MI_loss: 21.781555 Detection error: 0.009841740131378174 time: 10:45:10.868330
- B/E: 31 / 262 , Gen_loss: -0.36491683 MI_loss: 22.091415 Detection error: 0.009823262691497803 time: 10:45:11.752099
- B/E: 32 / 262 , Gen_loss: -0.3593452 MI_loss: 21.825567 Detection error: 0.009820103645324707 time: 10:45:12.653792
- B/E: 33 / 262 , Gen_loss: -0.36218622 MI_loss: 21.83634 Detection error: 0.009805142879486084 time: 10:45:13.559021
- B/E: 34 / 262 , Gen_loss: -0.36146203 MI_loss: 21.97968 Detection error: 0.009808957576751709 time: 10:45:14.368094
- B/E: 35 / 262 , Gen_loss: -0.36027768 MI_loss: 21.681963 Detection error: 0.009781241416931152 time: 10:45:15.139855
- B/E: 36 / 262 , Gen_loss: -0.35576224 MI_loss: 21.564991 Detection error: 0.009794771671295166 time: 10:45:15.995752
- B/E: 37 / 262 , Gen_loss: -0.3713525 MI_loss: 22.543736 Detection error: 0.00978785753250122 time: 10:45:16.883147
- B/E: 38 / 262 , Gen_loss: -0.36172011 MI_loss: 22.054493 Detection error: 0.009808480739593506 time: 10:45:17.767619
- B/E: 39 / 262 , Gen_loss: -0.3598987 MI_loss: 21.787025 Detection error: 0.009785950183868408 time: 10:45:18.655491
- B/E: 40 / 262 , Gen_loss: -0.36427018 MI_loss: 22.021975 Detection error: 0.009783565998077393 time: 10:45:19.540543
- B/E: 41 / 262 , Gen_loss: -0.35941672 MI_loss: 21.80347 Detection error: 0.009791672229766846 time: 10:45:20.526833
- B/E: 42 / 262 , Gen_loss: -0.3613384 MI_loss: 21.865005 Detection error: 0.009778320789337158 time: 10:45:21.410543
- B/E: 43 / 262 , Gen_loss: -0.35659763 MI_loss: 21.585785 Detection error: 0.009786903858184814 time: 10:45:22.301783
- B/E: 44 / 262 , Gen_loss: -0.3452181 MI_loss: 20.990158 Detection error: 0.00980067253112793 time: 10:45:23.161301
- B/E: 45 / 262 , Gen_loss: -0.36319748 MI_loss: 22.006525 Detection error: 0.009809792041778564 time: 10:45:23.990532
- B/E: 46 / 262 , Gen_loss: -0.36285836 MI_loss: 21.983543 Detection error: 0.00981450080871582 time: 10:45:24.766570
- B/E: 47 / 262 , Gen_loss: -0.36231345 MI_loss: 22.001554 Detection error: 0.009817063808441162 time: 10:45:25.545456
- B/E: 48 / 262 , Gen_loss: -0.35576892 MI_loss: 21.714588 Detection error: 0.009831011295318604 time: 10:45:26.314684
- B/E: 49 / 262 , Gen_loss: -0.36107793 MI_loss: 21.896713 Detection error: 0.009837508201599121 time: 10:45:27.169290
- B/E: 50 / 262 , Gen_loss: -0.35371473 MI_loss: 21.434912 Detection error: 0.009844958782196045 time: 10:45:28.058862
- B/E: 51 / 262 , Gen_loss: -0.35859415 MI_loss: 21.671526 Detection error: 0.009844958782196045 time: 10:45:28.949115
- B/E: 52 / 262 , Gen_loss: -0.36400157 MI_loss: 22.105099 Detection error: 0.009836077690124512 time: 10:45:29.831803
- B/E: 53 / 262 , Gen_loss: -0.37352532 MI_loss: 22.730894 Detection error: 0.009853005409240723 time: 10:45:30.664739
- B/E: 54 / 262 , Gen_loss: -0.35616887 MI_loss: 21.574602 Detection error: 0.009858548641204834 time: 10:45:31.441371
- B/E: 55 / 262 , Gen_loss: -0.36827424 MI_loss: 22.162807 Detection error: 0.009835958480834961 time: 10:45:32.212492
- B/E: 56 / 262 , Gen_loss: -0.36601028 MI_loss: 22.177832 Detection error: 0.009820699691772461 time: 10:45:32.996445
- B/E: 57 / 262 , Gen_loss: -0.3690947 MI_loss: 22.398546 Detection error: 0.009818434715270996 time: 10:45:33.858053
- B/E: 58 / 262 , Gen_loss: -0.36747906 MI_loss: 22.33139 Detection error: 0.009810388088226318 time: 10:45:34.631586
- B/E: 59 / 262 , Gen_loss: -0.35583314 MI_loss: 21.676947 Detection error: 0.009823977947235107 time: 10:45:35.491852
- B/E: 60 / 262 , Gen_loss: -0.36592355 MI_loss: 22.176195 Detection error: 0.009812474250793457 time: 10:45:36.380358
- B/E: 61 / 262 , Gen_loss: -0.3682205 MI_loss: 22.486305 Detection error: 0.009818017482757568 time: 10:45:37.219913
- B/E: 62 / 262 , Gen_loss: -0.36089537 MI_loss: 21.897335 Detection error: 0.009823918342590332 time: 10:45:38.007060
- B/E: 63 / 262 , Gen_loss: -0.36016583 MI_loss: 21.951262 Detection error: 0.009821772575378418 time: 10:45:38.783397
- B/E: 64 / 262 , Gen_loss: -0.36030188 MI_loss: 22.017078 Detection error: 0.009815394878387451 time: 10:45:39.561107
- B/E: 65 / 262 , Gen_loss: -0.36717126 MI_loss: 22.110235 Detection error: 0.009814858436584473 time: 10:45:40.432182
- B/E: 66 / 262 , Gen_loss: -0.3689894 MI_loss: 22.456757 Detection error: 0.009812474250793457 time: 10:45:41.300093
- B/E: 67 / 262 , Gen_loss: -0.3623582 MI_loss: 21.915071 Detection error: 0.009802401065826416 time: 10:45:42.183631
- B/E: 68 / 262 , Gen_loss: -0.36260423 MI_loss: 22.05215 Detection error: 0.0098075270652771 time: 10:45:43.075298
- B/E: 69 / 262 , Gen_loss: -0.35750848 MI_loss: 21.70072 Detection error: 0.009810686111450195 time: 10:45:43.959961
- B/E: 70 / 262 , Gen_loss: -0.36343315 MI_loss: 22.090698 Detection error: 0.009811162948608398 time: 10:45:44.818508
- B/E: 71 / 262 , Gen_loss: -0.36121207 MI_loss: 22.046614 Detection error: 0.00981205701828003 time: 10:45:45.617837
- B/E: 72 / 262 , Gen_loss: -0.36179495 MI_loss: 21.879765 Detection error: 0.009809911251068115 time: 10:45:46.392510
- B/E: 73 / 262 , Gen_loss: -0.3670374 MI_loss: 22.373466 Detection error: 0.009806990623474121 time: 10:45:47.243750
- B/E: 74 / 262 , Gen_loss: -0.3614192 MI_loss: 21.878178 Detection error: 0.009801685810089111 time: 10:45:48.120097
- B/E: 75 / 262 , Gen_loss: -0.35700387 MI_loss: 21.670881 Detection error: 0.009804248809814453 time: 10:45:49.008828
- B/E: 76 / 262 , Gen_loss: -0.35769707 MI_loss: 21.594976 Detection error: 0.00980520248413086 time: 10:45:49.899270
- B/E: 77 / 262 , Gen_loss: -0.35384813 MI_loss: 21.417452 Detection error: 0.009805262088775635 time: 10:45:50.807563
- B/E: 78 / 262 , Gen_loss: -0.367641 MI_loss: 22.14712 Detection error: 0.009791135787963867 time: 10:45:51.698897
- B/E: 79 / 262 , Gen_loss: -0.3590628 MI_loss: 21.746899 Detection error: 0.009805858135223389 time: 10:45:52.531182
- B/E: 80 / 262 , Gen_loss: -0.35422254 MI_loss: 21.348553 Detection error: 0.00981903076171875 time: 10:45:53.339070
- B/E: 81 / 262 , Gen_loss: -0.35833418 MI_loss: 21.807768 Detection error: 0.009805619716644287 time: 10:45:54.135321
- B/E: 82 / 262 , Gen_loss: -0.3637887 MI_loss: 22.057732 Detection error: 0.009800851345062256 time: 10:45:55.055185
- B/E: 83 / 262 , Gen_loss: -0.36861202 MI_loss: 22.29969 Detection error: 0.009805798530578613 time: 10:45:55.941283
- B/E: 84 / 262 , Gen_loss: -0.353849 MI_loss: 21.30513 Detection error: 0.0098000168800354 time: 10:45:56.827050
- B/E: 85 / 262 , Gen_loss: -0.36461946 MI_loss: 21.93052 Detection error: 0.00978308916091919 time: 10:45:57.644646
- B/E: 86 / 262 , Gen_loss: -0.35616547 MI_loss: 21.532936 Detection error: 0.009783029556274414 time: 10:45:58.515245
- B/E: 87 / 262 , Gen_loss: -0.35258582 MI_loss: 21.139471 Detection error: 0.009766697883605957 time: 10:45:59.401556
- B/E: 88 / 262 , Gen_loss: -0.35975787 MI_loss: 21.788258 Detection error: 0.009760558605194092 time: 10:46:00.287823
- B/E: 89 / 262 , Gen_loss: -0.35805932 MI_loss: 21.725323 Detection error: 0.009768068790435791 time: 10:46:01.267291
- B/E: 90 / 262 , Gen_loss: -0.36445487 MI_loss: 22.009504 Detection error: 0.009774386882781982 time: 10:46:02.152810
- B/E: 91 / 262 , Gen_loss: -0.3576432 MI_loss: 21.774729 Detection error: 0.009775161743164062 time: 10:46:03.039968
- B/E: 92 / 262 , Gen_loss: -0.35687214 MI_loss: 21.61626 Detection error: 0.009762406349182129 time: 10:46:03.921242
- B/E: 93 / 262 , Gen_loss: -0.35926285 MI_loss: 21.945223 Detection error: 0.00976097583770752 time: 10:46:04.806955
- B/E: 94 / 262 , Gen_loss: -0.3599945 MI_loss: 21.933764 Detection error: 0.00977402925491333 time: 10:46:05.697948
- B/E: 95 / 262 , Gen_loss: -0.35309073 MI_loss: 21.279737 Detection error: 0.009780585765838623 time: 10:46:06.584402
- B/E: 96 / 262 , Gen_loss: -0.35657236 MI_loss: 21.424603 Detection error: 0.009777724742889404 time: 10:46:07.472173
- B/E: 97 / 262 , Gen_loss: -0.3667456 MI_loss: 22.201317 Detection error: 0.009774565696716309 time: 10:46:08.368785
- B/E: 98 / 262 , Gen_loss: -0.35420862 MI_loss: 21.483662 Detection error: 0.009762287139892578 time: 10:46:09.256861
- B/E: 99 / 262 , Gen_loss: -0.35886252 MI_loss: 21.68369 Detection error: 0.009757816791534424 time: 10:46:10.142268
- B/E: 100 / 262 , Gen_loss: -0.36386326 MI_loss: 22.060673 Detection error: 0.009765148162841797 time: 10:46:11.025635
- B/E: 101 / 262 , Gen_loss: -0.36030307 MI_loss: 21.936466 Detection error: 0.00977236032485962 time: 10:46:11.878221
- B/E: 102 / 262 , Gen_loss: -0.34876642 MI_loss: 21.27734 Detection error: 0.009768187999725342 time: 10:46:12.678354
- B/E: 103 / 262 , Gen_loss: -0.36838046 MI_loss: 22.373928 Detection error: 0.009768009185791016 time: 10:46:13.450192
- B/E: 104 / 262 , Gen_loss: -0.36948308 MI_loss: 22.359426 Detection error: 0.00976872444152832 time: 10:46:14.227898
- B/E: 105 / 262 , Gen_loss: -0.3542022 MI_loss: 21.495293 Detection error: 0.009765923023223877 time: 10:46:15.083913
- B/E: 106 / 262 , Gen_loss: -0.35774028 MI_loss: 21.671392 Detection error: 0.009768128395080566 time: 10:46:15.860392
- B/E: 107 / 262 , Gen_loss: -0.3691563 MI_loss: 22.407326 Detection error: 0.009770572185516357 time: 10:46:16.664298
- B/E: 108 / 262 , Gen_loss: -0.35830963 MI_loss: 21.739973 Detection error: 0.009772062301635742 time: 10:46:17.436871
- B/E: 109 / 262 , Gen_loss: -0.36161405 MI_loss: 21.843594 Detection error: 0.00977015495300293 time: 10:46:18.204679
- B/E: 110 / 262 , Gen_loss: -0.35913503 MI_loss: 21.663197 Detection error: 0.009761571884155273 time: 10:46:18.980682
- B/E: 111 / 262 , Gen_loss: -0.37181148 MI_loss: 22.594742 Detection error: 0.009761154651641846 time: 10:46:19.752955
- B/E: 112 / 262 , Gen_loss: -0.35951555 MI_loss: 21.921133 Detection error: 0.009759128093719482 time: 10:46:20.651949
- B/E: 113 / 262 , Gen_loss: -0.36306193 MI_loss: 22.143814 Detection error: 0.009765326976776123 time: 10:46:21.534525
- B/E: 114 / 262 , Gen_loss: -0.35186562 MI_loss: 21.403973 Detection error: 0.009767413139343262 time: 10:46:22.384626
- B/E: 115 / 262 , Gen_loss: -0.35631302 MI_loss: 21.44978 Detection error: 0.009762406349182129 time: 10:46:23.242630
- B/E: 116 / 262 , Gen_loss: -0.36170548 MI_loss: 21.798794 Detection error: 0.009760439395904541 time: 10:46:24.145102
- B/E: 117 / 262 , Gen_loss: -0.36140352 MI_loss: 22.009846 Detection error: 0.009763479232788086 time: 10:46:25.029033
- B/E: 118 / 262 , Gen_loss: -0.36232504 MI_loss: 21.881943 Detection error: 0.009756326675415039 time: 10:46:25.914207
- B/E: 119 / 262 , Gen_loss: -0.34740555 MI_loss: 20.99974 Detection error: 0.009757041931152344 time: 10:46:26.797651
- B/E: 120 / 262 , Gen_loss: -0.3616046 MI_loss: 22.019783 Detection error: 0.009751558303833008 time: 10:46:27.679275
- B/E: 121 / 262 , Gen_loss: -0.35221526 MI_loss: 21.401358 Detection error: 0.009756922721862793 time: 10:46:28.649367
- B/E: 122 / 262 , Gen_loss: -0.36358806 MI_loss: 21.968866 Detection error: 0.009748458862304688 time: 10:46:29.538860
- B/E: 123 / 262 , Gen_loss: -0.35689667 MI_loss: 21.59046 Detection error: 0.009745240211486816 time: 10:46:30.425411
- B/E: 124 / 262 , Gen_loss: -0.36993587 MI_loss: 22.516245 Detection error: 0.00974273681640625 time: 10:46:31.331102
- B/E: 125 / 262 , Gen_loss: -0.35944554 MI_loss: 21.7623 Detection error: 0.009743571281433105 time: 10:46:32.228571
- B/E: 126 / 262 , Gen_loss: -0.3579738 MI_loss: 21.93989 Detection error: 0.009756386280059814 time: 10:46:33.112722
- B/E: 127 / 262 , Gen_loss: -0.36243352 MI_loss: 21.929974 Detection error: 0.009754657745361328 time: 10:46:34.000089
- B/E: 128 / 262 , Gen_loss: -0.36021134 MI_loss: 21.805359 Detection error: 0.00976020097732544 time: 10:46:34.910939
- B/E: 129 / 262 , Gen_loss: -0.36326304 MI_loss: 21.957327 Detection error: 0.009764671325683594 time: 10:46:35.794602
- B/E: 130 / 262 , Gen_loss: -0.36128765 MI_loss: 21.822403 Detection error: 0.009770512580871582 time: 10:46:36.680225
- B/E: 131 / 262 , Gen_loss: -0.35895446 MI_loss: 21.782057 Detection error: 0.009776532649993896 time: 10:46:37.563968
- B/E: 132 / 262 , Gen_loss: -0.36639696 MI_loss: 22.134333 Detection error: 0.009772777557373047 time: 10:46:38.446145
- B/E: 133 / 262 , Gen_loss: -0.35757262 MI_loss: 21.878616 Detection error: 0.009777724742889404 time: 10:46:39.328348
- B/E: 134 / 262 , Gen_loss: -0.3652749 MI_loss: 22.103537 Detection error: 0.009782612323760986 time: 10:46:40.208623
- B/E: 135 / 262 , Gen_loss: -0.3611843 MI_loss: 21.887274 Detection error: 0.009786069393157959 time: 10:46:41.091511
- B/E: 136 / 262 , Gen_loss: -0.37310666 MI_loss: 22.476383 Detection error: 0.009786725044250488 time: 10:46:41.970595
- B/E: 137 / 262 , Gen_loss: -0.3569612 MI_loss: 21.623106 Detection error: 0.009787142276763916 time: 10:46:42.949573
- B/E: 138 / 262 , Gen_loss: -0.37097904 MI_loss: 22.55057 Detection error: 0.00979071855545044 time: 10:46:43.838845
- B/E: 139 / 262 , Gen_loss: -0.36251265 MI_loss: 22.111137 Detection error: 0.009796857833862305 time: 10:46:44.731246
- B/E: 140 / 262 , Gen_loss: -0.36373442 MI_loss: 22.111252 Detection error: 0.009794116020202637 time: 10:46:45.614549
- B/E: 141 / 262 , Gen_loss: -0.36485776 MI_loss: 21.845037 Detection error: 0.009788751602172852 time: 10:46:46.502893
- B/E: 142 / 262 , Gen_loss: -0.35061827 MI_loss: 21.28231 Detection error: 0.009791076183319092 time: 10:46:47.318729
- B/E: 143 / 262 , Gen_loss: -0.3630743 MI_loss: 22.002691 Detection error: 0.009786486625671387 time: 10:46:48.125208
- B/E: 144 / 262 , Gen_loss: -0.36294547 MI_loss: 21.99411 Detection error: 0.009798705577850342 time: 10:46:48.928745
- B/E: 145 / 262 , Gen_loss: -0.35604155 MI_loss: 21.55257 Detection error: 0.009803712368011475 time: 10:46:49.737907
- B/E: 146 / 262 , Gen_loss: -0.37009993 MI_loss: 22.434666 Detection error: 0.009802699089050293 time: 10:46:50.529060
- B/E: 147 / 262 , Gen_loss: -0.35587198 MI_loss: 21.419949 Detection error: 0.009806990623474121 time: 10:46:51.414991
- B/E: 148 / 262 , Gen_loss: -0.35869414 MI_loss: 22.036297 Detection error: 0.00980997085571289 time: 10:46:52.320307
- B/E: 149 / 262 , Gen_loss: -0.3623925 MI_loss: 21.834251 Detection error: 0.009815394878387451 time: 10:46:53.203959
-
- Test Loss: 10.259325 Test Error: 0.01066666841506958
- -----
- EPOCH: 263
- B/E: 0 / 263 , Gen_loss: -0.35821554 MI_loss: 21.73279 Detection error: 0.010468721389770508 time: 10:46:55.166287
- B/E: 1 / 263 , Gen_loss: -0.34777978 MI_loss: 21.031141 Detection error: 0.01012498140335083 time: 10:47:33.776016
- B/E: 2 / 263 , Gen_loss: -0.3518933 MI_loss: 21.21004 Detection error: 0.009541690349578857 time: 10:47:34.684670
- B/E: 3 / 263 , Gen_loss: -0.3596992 MI_loss: 21.89256 Detection error: 0.009578108787536621 time: 10:47:35.464049
- B/E: 4 / 263 , Gen_loss: -0.36140478 MI_loss: 21.96979 Detection error: 0.009643733501434326 time: 10:47:36.344034
- B/E: 5 / 263 , Gen_loss: -0.35626546 MI_loss: 21.675917 Detection error: 0.009718775749206543 time: 10:47:37.226668
- B/E: 6 / 263 , Gen_loss: -0.35427943 MI_loss: 21.543648 Detection error: 0.009745538234710693 time: 10:47:38.109476
- B/E: 7 / 263 , Gen_loss: -0.35053617 MI_loss: 21.150513 Detection error: 0.009890615940093994 time: 10:47:38.954534
- B/E: 8 / 263 , Gen_loss: -0.3603518 MI_loss: 21.770912 Detection error: 0.009774327278137207 time: 10:47:39.801100
- B/E: 9 / 263 , Gen_loss: -0.35822284 MI_loss: 21.695217 Detection error: 0.009740650653839111 time: 10:47:40.621434
- B/E: 10 / 263 , Gen_loss: -0.37697342 MI_loss: 22.86779 Detection error: 0.009758532047271729 time: 10:47:41.472283
- B/E: 11 / 263 , Gen_loss: -0.36105984 MI_loss: 21.830755 Detection error: 0.009799480438232422 time: 10:47:42.384446
- B/E: 12 / 263 , Gen_loss: -0.35819492 MI_loss: 21.680584 Detection error: 0.00988703966140747 time: 10:47:43.272669
- B/E: 13 / 263 , Gen_loss: -0.36187735 MI_loss: 22.006008 Detection error: 0.009843766689300537 time: 10:47:44.114554
- B/E: 14 / 263 , Gen_loss: -0.36991316 MI_loss: 22.532711 Detection error: 0.009845852851867676 time: 10:47:44.885337
- B/E: 15 / 263 , Gen_loss: -0.36364332 MI_loss: 21.947369 Detection error: 0.009835958480834961 time: 10:47:45.658408
- B/E: 16 / 263 , Gen_loss: -0.372862 MI_loss: 22.488642 Detection error: 0.009827196598052979 time: 10:47:46.458035
- B/E: 17 / 263 , Gen_loss: -0.3597921 MI_loss: 21.724747 Detection error: 0.009821176528930664 time: 10:47:47.279109
- B/E: 18 / 263 , Gen_loss: -0.3533884 MI_loss: 21.513006 Detection error: 0.009766459465026855 time: 10:47:48.164668
- B/E: 19 / 263 , Gen_loss: -0.35524714 MI_loss: 21.635012 Detection error: 0.009757816791534424 time: 10:47:49.067809
- B/E: 20 / 263 , Gen_loss: -0.35580248 MI_loss: 21.43184 Detection error: 0.009778261184692383 time: 10:47:49.944267
- B/E: 21 / 263 , Gen_loss: -0.35381967 MI_loss: 21.46836 Detection error: 0.009835243225097656 time: 10:47:50.824067
- B/E: 22 / 263 , Gen_loss: -0.36041617 MI_loss: 21.69413 Detection error: 0.009785354137420654 time: 10:47:51.708367
- B/E: 23 / 263 , Gen_loss: -0.36111838 MI_loss: 21.746805 Detection error: 0.009785175323486328 time: 10:47:52.611236
- B/E: 24 / 263 , Gen_loss: -0.36261904 MI_loss: 22.09312 Detection error: 0.009788751602172852 time: 10:47:53.494348
- B/E: 25 / 263 , Gen_loss: -0.34924644 MI_loss: 20.999434 Detection error: 0.009818494319915771 time: 10:47:54.366242
- B/E: 26 / 263 , Gen_loss: -0.36528787 MI_loss: 22.277653 Detection error: 0.00987154245376587 time: 10:47:55.241183
- B/E: 27 / 263 , Gen_loss: -0.3581694 MI_loss: 21.654543 Detection error: 0.00988394021987915 time: 10:47:56.158005
- B/E: 28 / 263 , Gen_loss: -0.3713951 MI_loss: 22.494556 Detection error: 0.009877145290374756 time: 10:47:57.043294
- B/E: 29 / 263 , Gen_loss: -0.3642747 MI_loss: 22.064987 Detection error: 0.00988227128982544 time: 10:47:57.923500
- B/E: 30 / 263 , Gen_loss: -0.36065978 MI_loss: 22.003822 Detection error: 0.009859859943389893 time: 10:47:58.807651
- B/E: 31 / 263 , Gen_loss: -0.35956368 MI_loss: 21.80654 Detection error: 0.009844720363616943 time: 10:47:59.811388
- B/E: 32 / 263 , Gen_loss: -0.35995606 MI_loss: 21.84352 Detection error: 0.00983428955078125 time: 10:48:00.707153
- B/E: 33 / 263 , Gen_loss: -0.36988363 MI_loss: 22.31732 Detection error: 0.009819865226745605 time: 10:48:01.605503
- B/E: 34 / 263 , Gen_loss: -0.36487386 MI_loss: 22.166111 Detection error: 0.009819626808166504 time: 10:48:02.503818
- B/E: 35 / 263 , Gen_loss: -0.36223835 MI_loss: 21.925087 Detection error: 0.009811639785766602 time: 10:48:03.397505
- B/E: 36 / 263 , Gen_loss: -0.3558202 MI_loss: 21.618961 Detection error: 0.009820938110351562 time: 10:48:04.294613
- B/E: 37 / 263 , Gen_loss: -0.36458993 MI_loss: 22.06204 Detection error: 0.009794414043426514 time: 10:48:05.193136
- B/E: 38 / 263 , Gen_loss: -0.35463372 MI_loss: 21.397085 Detection error: 0.009826898574829102 time: 10:48:06.089383
- B/E: 39 / 263 , Gen_loss: -0.36594936 MI_loss: 22.027283 Detection error: 0.009813308715820312 time: 10:48:06.929554
- B/E: 40 / 263 , Gen_loss: -0.3592115 MI_loss: 21.879538 Detection error: 0.009804129600524902 time: 10:48:07.756861
- B/E: 41 / 263 , Gen_loss: -0.36469832 MI_loss: 22.127096 Detection error: 0.009800612926483154 time: 10:48:08.660378
- B/E: 42 / 263 , Gen_loss: -0.35350496 MI_loss: 21.376183 Detection error: 0.009787797927856445 time: 10:48:09.559191
- B/E: 43 / 263 , Gen_loss: -0.36632806 MI_loss: 22.140938 Detection error: 0.009790480136871338 time: 10:48:10.440842
- B/E: 44 / 263 , Gen_loss: -0.35214832 MI_loss: 21.42225 Detection error: 0.009808361530303955 time: 10:48:11.264290
- B/E: 45 / 263 , Gen_loss: -0.35328686 MI_loss: 21.316233 Detection error: 0.00982201099395752 time: 10:48:12.080356
- B/E: 46 / 263 , Gen_loss: -0.35660627 MI_loss: 21.613834 Detection error: 0.009825825691223145 time: 10:48:12.892976
- B/E: 47 / 263 , Gen_loss: -0.35550338 MI_loss: 21.39996 Detection error: 0.009820938110351562 time: 10:48:13.688077
- B/E: 48 / 263 , Gen_loss: -0.36157674 MI_loss: 21.87601 Detection error: 0.009836733341217041 time: 10:48:14.570278
- B/E: 49 / 263 , Gen_loss: -0.35739955 MI_loss: 21.68826 Detection error: 0.009842514991760254 time: 10:48:15.384013
- B/E: 50 / 263 , Gen_loss: -0.35387915 MI_loss: 21.406044 Detection error: 0.009849250316619873 time: 10:48:16.170181
- B/E: 51 / 263 , Gen_loss: -0.35831776 MI_loss: 21.771072 Detection error: 0.009846150875091553 time: 10:48:16.967559
- B/E: 52 / 263 , Gen_loss: -0.3707766 MI_loss: 22.462467 Detection error: 0.009843766689300537 time: 10:48:17.851138
- B/E: 53 / 263 , Gen_loss: -0.36682564 MI_loss: 22.160456 Detection error: 0.00985938310623169 time: 10:48:18.769069
- B/E: 54 / 263 , Gen_loss: -0.36376646 MI_loss: 22.002138 Detection error: 0.009859681129455566 time: 10:48:19.690197
- B/E: 55 / 263 , Gen_loss: -0.36677375 MI_loss: 22.33932 Detection error: 0.009843766689300537 time: 10:48:20.529675
- B/E: 56 / 263 , Gen_loss: -0.3657597 MI_loss: 22.035088 Detection error: 0.009824573993682861 time: 10:48:21.342027
- B/E: 57 / 263 , Gen_loss: -0.35856235 MI_loss: 21.645287 Detection error: 0.009822189807891846 time: 10:48:22.128129
- B/E: 58 / 263 , Gen_loss: -0.36647892 MI_loss: 22.348162 Detection error: 0.009806156158447266 time: 10:48:22.927547
- B/E: 59 / 263 , Gen_loss: -0.3503406 MI_loss: 21.19358 Detection error: 0.00982135534286499 time: 10:48:23.743794
- B/E: 60 / 263 , Gen_loss: -0.36389995 MI_loss: 21.817081 Detection error: 0.009814023971557617 time: 10:48:24.569146
- B/E: 61 / 263 , Gen_loss: -0.36237636 MI_loss: 21.971066 Detection error: 0.009824097156524658 time: 10:48:25.470014
- B/E: 62 / 263 , Gen_loss: -0.3587714 MI_loss: 21.79274 Detection error: 0.00982290506362915 time: 10:48:26.367016
- B/E: 63 / 263 , Gen_loss: -0.35469812 MI_loss: 21.668661 Detection error: 0.009819328784942627 time: 10:48:27.335158
- B/E: 64 / 263 , Gen_loss: -0.36515373 MI_loss: 22.228777 Detection error: 0.009820699691772461 time: 10:48:28.233661
- B/E: 65 / 263 , Gen_loss: -0.35217452 MI_loss: 21.275326 Detection error: 0.009818196296691895 time: 10:48:29.129579
- B/E: 66 / 263 , Gen_loss: -0.3606901 MI_loss: 21.710632 Detection error: 0.009820401668548584 time: 10:48:30.023248
- B/E: 67 / 263 , Gen_loss: -0.37297422 MI_loss: 22.430748 Detection error: 0.009814321994781494 time: 10:48:30.930660
- B/E: 68 / 263 , Gen_loss: -0.36055183 MI_loss: 21.982391 Detection error: 0.009817004203796387 time: 10:48:31.828935
- B/E: 69 / 263 , Gen_loss: -0.35810432 MI_loss: 21.658113 Detection error: 0.00982588529586792 time: 10:48:32.726260
- B/E: 70 / 263 , Gen_loss: -0.36907786 MI_loss: 22.347912 Detection error: 0.009819090366363525 time: 10:48:33.651329
- B/E: 71 / 263 , Gen_loss: -0.35594058 MI_loss: 21.621563 Detection error: 0.009825944900512695 time: 10:48:34.547197
- B/E: 72 / 263 , Gen_loss: -0.36944234 MI_loss: 22.337746 Detection error: 0.009820222854614258 time: 10:48:35.442882
- B/E: 73 / 263 , Gen_loss: -0.35436258 MI_loss: 21.403461 Detection error: 0.009815037250518799 time: 10:48:36.361887
- B/E: 74 / 263 , Gen_loss: -0.36847177 MI_loss: 22.321888 Detection error: 0.009816646575927734 time: 10:48:37.190280
- B/E: 75 / 263 , Gen_loss: -0.35822877 MI_loss: 21.766584 Detection error: 0.009810030460357666 time: 10:48:38.075150
- B/E: 76 / 263 , Gen_loss: -0.35567376 MI_loss: 21.490076 Detection error: 0.009817361831665039 time: 10:48:38.953963
- B/E: 77 / 263 , Gen_loss: -0.36614695 MI_loss: 22.049953 Detection error: 0.009818494319915771 time: 10:48:39.832969
- B/E: 78 / 263 , Gen_loss: -0.3578442 MI_loss: 21.49032 Detection error: 0.009806156158447266 time: 10:48:40.656882
- B/E: 79 / 263 , Gen_loss: -0.35822725 MI_loss: 21.75394 Detection error: 0.009817183017730713 time: 10:48:41.519209
- B/E: 80 / 263 , Gen_loss: -0.36084712 MI_loss: 21.897907 Detection error: 0.009831428527832031 time: 10:48:42.358168
- B/E: 81 / 263 , Gen_loss: -0.35668594 MI_loss: 21.41837 Detection error: 0.009815573692321777 time: 10:48:43.145757
- B/E: 82 / 263 , Gen_loss: -0.37036952 MI_loss: 22.580639 Detection error: 0.009822666645050049 time: 10:48:43.932143
- B/E: 83 / 263 , Gen_loss: -0.36542088 MI_loss: 22.097034 Detection error: 0.009815454483032227 time: 10:48:44.804884
- B/E: 84 / 263 , Gen_loss: -0.37079585 MI_loss: 22.482733 Detection error: 0.009817659854888916 time: 10:48:45.702751
- B/E: 85 / 263 , Gen_loss: -0.349281 MI_loss: 21.099955 Detection error: 0.009795069694519043 time: 10:48:46.539764
- B/E: 86 / 263 , Gen_loss: -0.36670053 MI_loss: 22.214155 Detection error: 0.009794890880584717 time: 10:48:47.440642
- B/E: 87 / 263 , Gen_loss: -0.3504794 MI_loss: 21.397139 Detection error: 0.00978761911392212 time: 10:48:48.337680
- B/E: 88 / 263 , Gen_loss: -0.35891137 MI_loss: 21.730984 Detection error: 0.00977635383605957 time: 10:48:49.231861
- B/E: 89 / 263 , Gen_loss: -0.3578095 MI_loss: 21.621101 Detection error: 0.00978785753250122 time: 10:48:50.128692
- B/E: 90 / 263 , Gen_loss: -0.35449004 MI_loss: 21.504585 Detection error: 0.009785711765289307 time: 10:48:51.028776
- B/E: 91 / 263 , Gen_loss: -0.3672878 MI_loss: 22.33097 Detection error: 0.00979006290435791 time: 10:48:51.922570
- B/E: 92 / 263 , Gen_loss: -0.35785526 MI_loss: 21.592304 Detection error: 0.009776532649993896 time: 10:48:52.818475
- B/E: 93 / 263 , Gen_loss: -0.3504354 MI_loss: 21.250778 Detection error: 0.009775280952453613 time: 10:48:53.716793
- B/E: 94 / 263 , Gen_loss: -0.35590172 MI_loss: 21.65191 Detection error: 0.00978553295135498 time: 10:48:54.613360
- B/E: 95 / 263 , Gen_loss: -0.35163933 MI_loss: 21.328924 Detection error: 0.009792327880859375 time: 10:48:55.586906
- B/E: 96 / 263 , Gen_loss: -0.36058947 MI_loss: 21.828669 Detection error: 0.009792864322662354 time: 10:48:56.487664
- B/E: 97 / 263 , Gen_loss: -0.36441162 MI_loss: 21.96839 Detection error: 0.009781897068023682 time: 10:48:57.394084
- B/E: 98 / 263 , Gen_loss: -0.35742003 MI_loss: 21.60968 Detection error: 0.009772121906280518 time: 10:48:58.292760
- B/E: 99 / 263 , Gen_loss: -0.35942006 MI_loss: 21.800764 Detection error: 0.00977468490600586 time: 10:48:59.190577
- B/E: 100 / 263 , Gen_loss: -0.3707238 MI_loss: 22.439335 Detection error: 0.009779393672943115 time: 10:49:00.127173
- B/E: 101 / 263 , Gen_loss: -0.35652623 MI_loss: 21.664515 Detection error: 0.00978463888168335 time: 10:49:01.021805
- B/E: 102 / 263 , Gen_loss: -0.35772273 MI_loss: 21.800032 Detection error: 0.009778499603271484 time: 10:49:01.919014
- B/E: 103 / 263 , Gen_loss: -0.35951588 MI_loss: 21.850481 Detection error: 0.00977855920791626 time: 10:49:02.818019
- B/E: 104 / 263 , Gen_loss: -0.35606784 MI_loss: 21.645 Detection error: 0.00978153944015503 time: 10:49:03.717774
- B/E: 105 / 263 , Gen_loss: -0.36034536 MI_loss: 21.81564 Detection error: 0.009780049324035645 time: 10:49:04.618443
- B/E: 106 / 263 , Gen_loss: -0.35661462 MI_loss: 21.613441 Detection error: 0.009776592254638672 time: 10:49:05.517033
- B/E: 107 / 263 , Gen_loss: -0.36565527 MI_loss: 22.256893 Detection error: 0.009778380393981934 time: 10:49:06.413757
- B/E: 108 / 263 , Gen_loss: -0.36136743 MI_loss: 21.943773 Detection error: 0.009782135486602783 time: 10:49:07.312288
- B/E: 109 / 263 , Gen_loss: -0.3647747 MI_loss: 22.109573 Detection error: 0.009779274463653564 time: 10:49:08.212311
- B/E: 110 / 263 , Gen_loss: -0.3625952 MI_loss: 21.981798 Detection error: 0.009771943092346191 time: 10:49:09.108936
- B/E: 111 / 263 , Gen_loss: -0.36738852 MI_loss: 22.23254 Detection error: 0.009769260883331299 time: 10:49:10.082620
- B/E: 112 / 263 , Gen_loss: -0.36492515 MI_loss: 22.074217 Detection error: 0.009768545627593994 time: 10:49:10.985897
- B/E: 113 / 263 , Gen_loss: -0.36178532 MI_loss: 22.240345 Detection error: 0.00977712869644165 time: 10:49:11.895865
- B/E: 114 / 263 , Gen_loss: -0.34721938 MI_loss: 21.188602 Detection error: 0.009775280952453613 time: 10:49:12.793469
- B/E: 115 / 263 , Gen_loss: -0.37142062 MI_loss: 22.298798 Detection error: 0.009772658348083496 time: 10:49:13.702016
- B/E: 116 / 263 , Gen_loss: -0.3664449 MI_loss: 22.128819 Detection error: 0.009770810604095459 time: 10:49:14.616712
- B/E: 117 / 263 , Gen_loss: -0.3581874 MI_loss: 21.77267 Detection error: 0.009771466255187988 time: 10:49:15.500829
- B/E: 118 / 263 , Gen_loss: -0.3562703 MI_loss: 21.711542 Detection error: 0.009768128395080566 time: 10:49:16.376208
- B/E: 119 / 263 , Gen_loss: -0.35678592 MI_loss: 21.566511 Detection error: 0.009760141372680664 time: 10:49:17.273918
- B/E: 120 / 263 , Gen_loss: -0.35750827 MI_loss: 21.764425 Detection error: 0.009761393070220947 time: 10:49:18.160801
- B/E: 121 / 263 , Gen_loss: -0.34954736 MI_loss: 21.105965 Detection error: 0.009760260581970215 time: 10:49:19.055342
- B/E: 122 / 263 , Gen_loss: -0.3702947 MI_loss: 22.363705 Detection error: 0.009758412837982178 time: 10:49:19.954916
- B/E: 123 / 263 , Gen_loss: -0.35280493 MI_loss: 21.25673 Detection error: 0.009751737117767334 time: 10:49:20.847350
- B/E: 124 / 263 , Gen_loss: -0.36766663 MI_loss: 22.257055 Detection error: 0.00975126028060913 time: 10:49:21.719175
- B/E: 125 / 263 , Gen_loss: -0.35664603 MI_loss: 21.574001 Detection error: 0.009753227233886719 time: 10:49:22.602635
- B/E: 126 / 263 , Gen_loss: -0.3531874 MI_loss: 21.475534 Detection error: 0.009764254093170166 time: 10:49:23.465809
- B/E: 127 / 263 , Gen_loss: -0.3513567 MI_loss: 21.288313 Detection error: 0.009762704372406006 time: 10:49:24.406096
- B/E: 128 / 263 , Gen_loss: -0.3603054 MI_loss: 21.833714 Detection error: 0.00976717472076416 time: 10:49:25.303603
- B/E: 129 / 263 , Gen_loss: -0.3480269 MI_loss: 21.12553 Detection error: 0.009774744510650635 time: 10:49:26.244434
- B/E: 130 / 263 , Gen_loss: -0.36974132 MI_loss: 22.402086 Detection error: 0.00978100299835205 time: 10:49:27.141481
- B/E: 131 / 263 , Gen_loss: -0.36474225 MI_loss: 22.229443 Detection error: 0.009784102439880371 time: 10:49:28.034709
- B/E: 132 / 263 , Gen_loss: -0.36459085 MI_loss: 22.122492 Detection error: 0.009780287742614746 time: 10:49:28.939096
- B/E: 133 / 263 , Gen_loss: -0.3685777 MI_loss: 22.553482 Detection error: 0.009784996509552002 time: 10:49:29.875895
- B/E: 134 / 263 , Gen_loss: -0.35771906 MI_loss: 21.855646 Detection error: 0.009789347648620605 time: 10:49:30.774076
- B/E: 135 / 263 , Gen_loss: -0.3655936 MI_loss: 22.22051 Detection error: 0.00979161262512207 time: 10:49:31.615975
- B/E: 136 / 263 , Gen_loss: -0.3661615 MI_loss: 22.136093 Detection error: 0.009794473648071289 time: 10:49:32.428414
- B/E: 137 / 263 , Gen_loss: -0.35819897 MI_loss: 21.74848 Detection error: 0.009796440601348877 time: 10:49:33.324116
- B/E: 138 / 263 , Gen_loss: -0.36069155 MI_loss: 21.854235 Detection error: 0.009800374507904053 time: 10:49:34.213229
- B/E: 139 / 263 , Gen_loss: -0.36578035 MI_loss: 22.026281 Detection error: 0.009802460670471191 time: 10:49:35.068976
- B/E: 140 / 263 , Gen_loss: -0.34902924 MI_loss: 21.295458 Detection error: 0.009806275367736816 time: 10:49:35.852282
- B/E: 141 / 263 , Gen_loss: -0.3607802 MI_loss: 21.739351 Detection error: 0.009797751903533936 time: 10:49:36.725828
- B/E: 142 / 263 , Gen_loss: -0.3519971 MI_loss: 21.26137 Detection error: 0.009800910949707031 time: 10:49:37.513024
- B/E: 143 / 263 , Gen_loss: -0.36751089 MI_loss: 22.255585 Detection error: 0.009795784950256348 time: 10:49:38.381414
- B/E: 144 / 263 , Gen_loss: -0.35107774 MI_loss: 21.276276 Detection error: 0.009806692600250244 time: 10:49:39.199946
- B/E: 145 / 263 , Gen_loss: -0.35146853 MI_loss: 21.135893 Detection error: 0.00981229543685913 time: 10:49:40.085681
- B/E: 146 / 263 , Gen_loss: -0.3561136 MI_loss: 21.223352 Detection error: 0.009813129901885986 time: 10:49:40.981587
- B/E: 147 / 263 , Gen_loss: -0.36145395 MI_loss: 21.894007 Detection error: 0.009813785552978516 time: 10:49:41.876848
- B/E: 148 / 263 , Gen_loss: -0.35697323 MI_loss: 21.782526 Detection error: 0.009817123413085938 time: 10:49:42.774723
- B/E: 149 / 263 , Gen_loss: -0.35863584 MI_loss: 21.735619 Detection error: 0.009822726249694824 time: 10:49:43.670877
-
- Test Loss: 10.257818 Test Error: 0.01066666841506958
- -----
- EPOCH: 264
- B/E: 0 / 264 , Gen_loss: -0.36254042 MI_loss: 21.896149 Detection error: 0.01021873950958252 time: 10:49:45.665469
- B/E: 1 / 264 , Gen_loss: -0.353674 MI_loss: 21.470016 Detection error: 0.010015606880187988 time: 10:50:25.109962
- B/E: 2 / 264 , Gen_loss: -0.35747692 MI_loss: 21.554285 Detection error: 0.009531259536743164 time: 10:50:26.027655
- B/E: 3 / 264 , Gen_loss: -0.35664633 MI_loss: 21.645592 Detection error: 0.009484350681304932 time: 10:50:26.922711
- B/E: 4 / 264 , Gen_loss: -0.35254094 MI_loss: 21.326756 Detection error: 0.009662508964538574 time: 10:50:27.807114
- B/E: 5 / 264 , Gen_loss: -0.36127666 MI_loss: 22.097021 Detection error: 0.009729146957397461 time: 10:50:28.795131
- B/E: 6 / 264 , Gen_loss: -0.3523388 MI_loss: 21.435791 Detection error: 0.00976783037185669 time: 10:50:29.684713
- B/E: 7 / 264 , Gen_loss: -0.3638711 MI_loss: 22.168982 Detection error: 0.009839832782745361 time: 10:50:30.570948
- B/E: 8 / 264 , Gen_loss: -0.36190972 MI_loss: 21.914015 Detection error: 0.009701371192932129 time: 10:50:31.456420
- B/E: 9 / 264 , Gen_loss: -0.3442646 MI_loss: 20.899311 Detection error: 0.009687483310699463 time: 10:50:32.352141
- B/E: 10 / 264 , Gen_loss: -0.3677672 MI_loss: 22.394732 Detection error: 0.009715914726257324 time: 10:50:33.239179
- B/E: 11 / 264 , Gen_loss: -0.35959092 MI_loss: 21.793512 Detection error: 0.009768247604370117 time: 10:50:34.123110
- B/E: 12 / 264 , Gen_loss: -0.37021586 MI_loss: 22.54395 Detection error: 0.009882211685180664 time: 10:50:35.034412
- B/E: 13 / 264 , Gen_loss: -0.35707644 MI_loss: 21.608633 Detection error: 0.009832561016082764 time: 10:50:35.923805
- B/E: 14 / 264 , Gen_loss: -0.36401963 MI_loss: 22.010382 Detection error: 0.009793758392333984 time: 10:50:36.811654
- B/E: 15 / 264 , Gen_loss: -0.35771358 MI_loss: 21.68964 Detection error: 0.009828150272369385 time: 10:50:37.715893
- B/E: 16 / 264 , Gen_loss: -0.3644164 MI_loss: 21.944595 Detection error: 0.009770214557647705 time: 10:50:38.605027
- B/E: 17 / 264 , Gen_loss: -0.357048 MI_loss: 21.547207 Detection error: 0.009763896465301514 time: 10:50:39.489670
- B/E: 18 / 264 , Gen_loss: -0.3555471 MI_loss: 21.50889 Detection error: 0.009748339653015137 time: 10:50:40.375423
- B/E: 19 / 264 , Gen_loss: -0.36095327 MI_loss: 22.008656 Detection error: 0.009751558303833008 time: 10:50:41.263180
- B/E: 20 / 264 , Gen_loss: -0.35398862 MI_loss: 21.490725 Detection error: 0.009781241416931152 time: 10:50:42.246382
- B/E: 21 / 264 , Gen_loss: -0.35578227 MI_loss: 21.82032 Detection error: 0.009813904762268066 time: 10:50:43.132185
- B/E: 22 / 264 , Gen_loss: -0.36220685 MI_loss: 21.79075 Detection error: 0.009777188301086426 time: 10:50:44.021118
- B/E: 23 / 264 , Gen_loss: -0.35977307 MI_loss: 21.638065 Detection error: 0.009770810604095459 time: 10:50:44.853058
- B/E: 24 / 264 , Gen_loss: -0.35534337 MI_loss: 21.438446 Detection error: 0.009774982929229736 time: 10:50:45.674178
- B/E: 25 / 264 , Gen_loss: -0.34507573 MI_loss: 20.799334 Detection error: 0.009814918041229248 time: 10:50:46.452577
- B/E: 26 / 264 , Gen_loss: -0.36237043 MI_loss: 21.927576 Detection error: 0.009846091270446777 time: 10:50:47.324717
- B/E: 27 / 264 , Gen_loss: -0.36677656 MI_loss: 22.404335 Detection error: 0.009860515594482422 time: 10:50:48.212671
- B/E: 28 / 264 , Gen_loss: -0.3607561 MI_loss: 21.85805 Detection error: 0.00985342264175415 time: 10:50:49.093902
- B/E: 29 / 264 , Gen_loss: -0.3573248 MI_loss: 21.69117 Detection error: 0.009883344173431396 time: 10:50:49.979806
- B/E: 30 / 264 , Gen_loss: -0.36869314 MI_loss: 22.317001 Detection error: 0.009856879711151123 time: 10:50:50.860091
- B/E: 31 / 264 , Gen_loss: -0.3543814 MI_loss: 21.375332 Detection error: 0.009828150272369385 time: 10:50:51.733320
- B/E: 32 / 264 , Gen_loss: -0.3559485 MI_loss: 21.570879 Detection error: 0.009826719760894775 time: 10:50:52.506315
- B/E: 33 / 264 , Gen_loss: -0.35200372 MI_loss: 21.346203 Detection error: 0.009813427925109863 time: 10:50:53.316079
- B/E: 34 / 264 , Gen_loss: -0.35996735 MI_loss: 21.758104 Detection error: 0.009811580181121826 time: 10:50:54.092000
- B/E: 35 / 264 , Gen_loss: -0.35149083 MI_loss: 21.343088 Detection error: 0.009796857833862305 time: 10:50:54.985019
- B/E: 36 / 264 , Gen_loss: -0.3619023 MI_loss: 22.024668 Detection error: 0.009798169136047363 time: 10:50:55.962023
- B/E: 37 / 264 , Gen_loss: -0.36160997 MI_loss: 21.917383 Detection error: 0.009790301322937012 time: 10:50:56.845565
- B/E: 38 / 264 , Gen_loss: -0.36022642 MI_loss: 21.856419 Detection error: 0.009812474250793457 time: 10:50:57.657916
- B/E: 39 / 264 , Gen_loss: -0.36000818 MI_loss: 21.827412 Detection error: 0.00979846715927124 time: 10:50:58.440359
- B/E: 40 / 264 , Gen_loss: -0.36394155 MI_loss: 21.94766 Detection error: 0.009795725345611572 time: 10:50:59.213052
- B/E: 41 / 264 , Gen_loss: -0.36281326 MI_loss: 22.025684 Detection error: 0.009787201881408691 time: 10:51:00.001492
- B/E: 42 / 264 , Gen_loss: -0.3619774 MI_loss: 21.989569 Detection error: 0.00978851318359375 time: 10:51:00.772287
- B/E: 43 / 264 , Gen_loss: -0.3544593 MI_loss: 21.289219 Detection error: 0.009796857833862305 time: 10:51:01.542756
- B/E: 44 / 264 , Gen_loss: -0.35508552 MI_loss: 21.388855 Detection error: 0.009795844554901123 time: 10:51:02.325744
- B/E: 45 / 264 , Gen_loss: -0.36079016 MI_loss: 21.871836 Detection error: 0.00980907678604126 time: 10:51:03.102650
- B/E: 46 / 264 , Gen_loss: -0.35508716 MI_loss: 21.458443 Detection error: 0.00982445478439331 time: 10:51:03.922640
- B/E: 47 / 264 , Gen_loss: -0.36072284 MI_loss: 21.924147 Detection error: 0.009817719459533691 time: 10:51:04.718820
- B/E: 48 / 264 , Gen_loss: -0.36603373 MI_loss: 22.157507 Detection error: 0.009832918643951416 time: 10:51:05.508279
- B/E: 49 / 264 , Gen_loss: -0.3615343 MI_loss: 21.91984 Detection error: 0.00984501838684082 time: 10:51:06.377354
- B/E: 50 / 264 , Gen_loss: -0.3493626 MI_loss: 21.16887 Detection error: 0.009848058223724365 time: 10:51:07.264394
- B/E: 51 / 264 , Gen_loss: -0.3716634 MI_loss: 22.598133 Detection error: 0.0098419189453125 time: 10:51:08.169854
- B/E: 52 / 264 , Gen_loss: -0.36610967 MI_loss: 22.26014 Detection error: 0.009840190410614014 time: 10:51:09.074257
- B/E: 53 / 264 , Gen_loss: -0.36052382 MI_loss: 21.919207 Detection error: 0.009851276874542236 time: 10:51:09.846113
- B/E: 54 / 264 , Gen_loss: -0.35400036 MI_loss: 21.568031 Detection error: 0.009855091571807861 time: 10:51:10.625235
- B/E: 55 / 264 , Gen_loss: -0.35904258 MI_loss: 21.691929 Detection error: 0.009845972061157227 time: 10:51:11.400981
- B/E: 56 / 264 , Gen_loss: -0.36784396 MI_loss: 22.211073 Detection error: 0.009835004806518555 time: 10:51:12.253306
- B/E: 57 / 264 , Gen_loss: -0.3618001 MI_loss: 21.834139 Detection error: 0.009821653366088867 time: 10:51:13.103276
- B/E: 58 / 264 , Gen_loss: -0.3713964 MI_loss: 22.649006 Detection error: 0.009806156158447266 time: 10:51:13.962287
- B/E: 59 / 264 , Gen_loss: -0.3640525 MI_loss: 22.126978 Detection error: 0.009825527667999268 time: 10:51:14.848456
- B/E: 60 / 264 , Gen_loss: -0.36207372 MI_loss: 21.838686 Detection error: 0.009818673133850098 time: 10:51:15.750854
- B/E: 61 / 264 , Gen_loss: -0.35625467 MI_loss: 21.631355 Detection error: 0.009822070598602295 time: 10:51:16.650762
- B/E: 62 / 264 , Gen_loss: -0.353261 MI_loss: 21.497662 Detection error: 0.009824395179748535 time: 10:51:17.539883
- B/E: 63 / 264 , Gen_loss: -0.3564013 MI_loss: 21.518116 Detection error: 0.00982666015625 time: 10:51:18.425361
- B/E: 64 / 264 , Gen_loss: -0.36256173 MI_loss: 21.976915 Detection error: 0.009816348552703857 time: 10:51:19.337739
- B/E: 65 / 264 , Gen_loss: -0.36162665 MI_loss: 21.887672 Detection error: 0.009820520877838135 time: 10:51:20.224001
- B/E: 66 / 264 , Gen_loss: -0.36871654 MI_loss: 22.270964 Detection error: 0.009820878505706787 time: 10:51:21.111418
- B/E: 67 / 264 , Gen_loss: -0.3692578 MI_loss: 22.16405 Detection error: 0.009807884693145752 time: 10:51:21.977019
- B/E: 68 / 264 , Gen_loss: -0.35686406 MI_loss: 21.630419 Detection error: 0.00981295108795166 time: 10:51:22.922353
- B/E: 69 / 264 , Gen_loss: -0.36238807 MI_loss: 21.964127 Detection error: 0.009820103645324707 time: 10:51:23.747986
- B/E: 70 / 264 , Gen_loss: -0.37542066 MI_loss: 22.687174 Detection error: 0.009809434413909912 time: 10:51:24.590375
- B/E: 71 / 264 , Gen_loss: -0.35325697 MI_loss: 21.50733 Detection error: 0.009815514087677002 time: 10:51:25.406568
- B/E: 72 / 264 , Gen_loss: -0.36514533 MI_loss: 22.136856 Detection error: 0.009813785552978516 time: 10:51:26.299164
- B/E: 73 / 264 , Gen_loss: -0.3515369 MI_loss: 21.456148 Detection error: 0.009815871715545654 time: 10:51:27.182478
- B/E: 74 / 264 , Gen_loss: -0.37147418 MI_loss: 22.583279 Detection error: 0.009815812110900879 time: 10:51:28.064962
- B/E: 75 / 264 , Gen_loss: -0.36682343 MI_loss: 22.316582 Detection error: 0.00980222225189209 time: 10:51:28.945510
- B/E: 76 / 264 , Gen_loss: -0.3633495 MI_loss: 22.082323 Detection error: 0.009808063507080078 time: 10:51:29.828868
- B/E: 77 / 264 , Gen_loss: -0.36322364 MI_loss: 21.923187 Detection error: 0.009808063507080078 time: 10:51:30.713413
- B/E: 78 / 264 , Gen_loss: -0.3665882 MI_loss: 22.13192 Detection error: 0.009797871112823486 time: 10:51:31.598352
- B/E: 79 / 264 , Gen_loss: -0.35428426 MI_loss: 21.503027 Detection error: 0.009803533554077148 time: 10:51:32.485198
- B/E: 80 / 264 , Gen_loss: -0.3722112 MI_loss: 22.620153 Detection error: 0.00982213020324707 time: 10:51:33.372892
- B/E: 81 / 264 , Gen_loss: -0.35685736 MI_loss: 21.692303 Detection error: 0.00980907678604126 time: 10:51:34.266155
- B/E: 82 / 264 , Gen_loss: -0.364685 MI_loss: 22.145527 Detection error: 0.009805738925933838 time: 10:51:35.146197
- B/E: 83 / 264 , Gen_loss: -0.3553245 MI_loss: 21.529144 Detection error: 0.009808778762817383 time: 10:51:36.030053
- B/E: 84 / 264 , Gen_loss: -0.3506265 MI_loss: 21.20964 Detection error: 0.009805858135223389 time: 10:51:36.994812
- B/E: 85 / 264 , Gen_loss: -0.35765347 MI_loss: 21.566286 Detection error: 0.00978708267211914 time: 10:51:37.881073
- B/E: 86 / 264 , Gen_loss: -0.3654273 MI_loss: 22.147991 Detection error: 0.009784817695617676 time: 10:51:38.765505
- B/E: 87 / 264 , Gen_loss: -0.3573966 MI_loss: 21.629261 Detection error: 0.009772717952728271 time: 10:51:39.607518
- B/E: 88 / 264 , Gen_loss: -0.35328045 MI_loss: 21.366543 Detection error: 0.009763002395629883 time: 10:51:40.494738
- B/E: 89 / 264 , Gen_loss: -0.35890183 MI_loss: 21.78976 Detection error: 0.009771168231964111 time: 10:51:41.375573
- B/E: 90 / 264 , Gen_loss: -0.358064 MI_loss: 21.604385 Detection error: 0.009773671627044678 time: 10:51:42.252690
- B/E: 91 / 264 , Gen_loss: -0.35525012 MI_loss: 21.553518 Detection error: 0.009777486324310303 time: 10:51:43.144168
- B/E: 92 / 264 , Gen_loss: -0.3490011 MI_loss: 21.098648 Detection error: 0.0097694993019104 time: 10:51:44.011244
- B/E: 93 / 264 , Gen_loss: -0.35237062 MI_loss: 21.44094 Detection error: 0.00977027416229248 time: 10:51:44.897496
- B/E: 94 / 264 , Gen_loss: -0.3567047 MI_loss: 21.787489 Detection error: 0.009779632091522217 time: 10:51:45.787016
- B/E: 95 / 264 , Gen_loss: -0.35848328 MI_loss: 21.773617 Detection error: 0.009782254695892334 time: 10:51:46.668094
- B/E: 96 / 264 , Gen_loss: -0.36590487 MI_loss: 22.16183 Detection error: 0.009781897068023682 time: 10:51:47.550965
- B/E: 97 / 264 , Gen_loss: -0.37121528 MI_loss: 22.512375 Detection error: 0.009780287742614746 time: 10:51:48.439164
- B/E: 98 / 264 , Gen_loss: -0.3614182 MI_loss: 21.824387 Detection error: 0.009766757488250732 time: 10:51:49.322548
- B/E: 99 / 264 , Gen_loss: -0.36030617 MI_loss: 21.709352 Detection error: 0.00976407527923584 time: 10:51:50.206426
- B/E: 100 / 264 , Gen_loss: -0.36268628 MI_loss: 22.035332 Detection error: 0.009769797325134277 time: 10:51:51.171046
- B/E: 101 / 264 , Gen_loss: -0.36227527 MI_loss: 21.981554 Detection error: 0.009774208068847656 time: 10:51:52.058951
- B/E: 102 / 264 , Gen_loss: -0.35827902 MI_loss: 21.554386 Detection error: 0.009773075580596924 time: 10:51:52.944892
- B/E: 103 / 264 , Gen_loss: -0.36301684 MI_loss: 22.024536 Detection error: 0.00977402925491333 time: 10:51:53.842353
- B/E: 104 / 264 , Gen_loss: -0.36860287 MI_loss: 22.337482 Detection error: 0.009772896766662598 time: 10:51:54.729590
- B/E: 105 / 264 , Gen_loss: -0.36761224 MI_loss: 22.35089 Detection error: 0.009772717952728271 time: 10:51:55.563574
- B/E: 106 / 264 , Gen_loss: -0.36002684 MI_loss: 21.849567 Detection error: 0.009773671627044678 time: 10:51:56.463986
- B/E: 107 / 264 , Gen_loss: -0.36119518 MI_loss: 21.865097 Detection error: 0.009773433208465576 time: 10:51:57.346979
- B/E: 108 / 264 , Gen_loss: -0.36299506 MI_loss: 22.030659 Detection error: 0.00977778434753418 time: 10:51:58.232223
- B/E: 109 / 264 , Gen_loss: -0.3551144 MI_loss: 21.576078 Detection error: 0.00977414846420288 time: 10:51:59.133627
- B/E: 110 / 264 , Gen_loss: -0.36037758 MI_loss: 21.728962 Detection error: 0.00976550579071045 time: 10:51:59.968076
- B/E: 111 / 264 , Gen_loss: -0.36444172 MI_loss: 21.937408 Detection error: 0.009761154651641846 time: 10:52:00.734296
- B/E: 112 / 264 , Gen_loss: -0.36151475 MI_loss: 21.88887 Detection error: 0.00976186990737915 time: 10:52:01.626369
- B/E: 113 / 264 , Gen_loss: -0.35623568 MI_loss: 21.782959 Detection error: 0.009768903255462646 time: 10:52:02.518364
- B/E: 114 / 264 , Gen_loss: -0.3515622 MI_loss: 21.518955 Detection error: 0.00977092981338501 time: 10:52:03.445033
- B/E: 115 / 264 , Gen_loss: -0.36059356 MI_loss: 21.709023 Detection error: 0.009766697883605957 time: 10:52:04.323983
- B/E: 116 / 264 , Gen_loss: -0.36038193 MI_loss: 21.934055 Detection error: 0.009766042232513428 time: 10:52:05.306460
- B/E: 117 / 264 , Gen_loss: -0.35444242 MI_loss: 21.433352 Detection error: 0.009765088558197021 time: 10:52:06.194288
- B/E: 118 / 264 , Gen_loss: -0.35602084 MI_loss: 21.326677 Detection error: 0.0097578763961792 time: 10:52:07.077904
- B/E: 119 / 264 , Gen_loss: -0.3605438 MI_loss: 21.808964 Detection error: 0.009755969047546387 time: 10:52:07.960725
- B/E: 120 / 264 , Gen_loss: -0.35949737 MI_loss: 21.951977 Detection error: 0.009752094745635986 time: 10:52:08.846291
- B/E: 121 / 264 , Gen_loss: -0.35923213 MI_loss: 21.847044 Detection error: 0.009756147861480713 time: 10:52:09.727979
- B/E: 122 / 264 , Gen_loss: -0.3693702 MI_loss: 22.317665 Detection error: 0.00975024700164795 time: 10:52:10.612563
- B/E: 123 / 264 , Gen_loss: -0.35591653 MI_loss: 21.460861 Detection error: 0.00974494218826294 time: 10:52:11.503597
- B/E: 124 / 264 , Gen_loss: -0.3677998 MI_loss: 22.3269 Detection error: 0.009742498397827148 time: 10:52:12.398261
- B/E: 125 / 264 , Gen_loss: -0.3613993 MI_loss: 21.941399 Detection error: 0.009747505187988281 time: 10:52:13.250308
- B/E: 126 / 264 , Gen_loss: -0.35351324 MI_loss: 21.603964 Detection error: 0.009758353233337402 time: 10:52:14.167597
- B/E: 127 / 264 , Gen_loss: -0.3583362 MI_loss: 21.734352 Detection error: 0.009754657745361328 time: 10:52:14.967165
- B/E: 128 / 264 , Gen_loss: -0.35806414 MI_loss: 21.706903 Detection error: 0.009762108325958252 time: 10:52:15.749092
- B/E: 129 / 264 , Gen_loss: -0.36818528 MI_loss: 22.30542 Detection error: 0.009765625 time: 10:52:16.535574
- B/E: 130 / 264 , Gen_loss: -0.36589697 MI_loss: 22.2525 Detection error: 0.009772896766662598 time: 10:52:17.433425
- B/E: 131 / 264 , Gen_loss: -0.3525774 MI_loss: 21.216816 Detection error: 0.009779095649719238 time: 10:52:18.321284
- B/E: 132 / 264 , Gen_loss: -0.3600307 MI_loss: 21.567753 Detection error: 0.009776055812835693 time: 10:52:19.286948
- B/E: 133 / 264 , Gen_loss: -0.36496758 MI_loss: 22.222479 Detection error: 0.009777545928955078 time: 10:52:20.176465
- B/E: 134 / 264 , Gen_loss: -0.36029562 MI_loss: 21.9759 Detection error: 0.009784519672393799 time: 10:52:21.060627
- B/E: 135 / 264 , Gen_loss: -0.36314288 MI_loss: 21.90903 Detection error: 0.009783327579498291 time: 10:52:21.938731
- B/E: 136 / 264 , Gen_loss: -0.35902905 MI_loss: 21.866972 Detection error: 0.009785354137420654 time: 10:52:22.853601
- B/E: 137 / 264 , Gen_loss: -0.36196744 MI_loss: 21.86572 Detection error: 0.009789645671844482 time: 10:52:23.736899
- B/E: 138 / 264 , Gen_loss: -0.36878425 MI_loss: 22.205368 Detection error: 0.009789347648620605 time: 10:52:24.621862
- B/E: 139 / 264 , Gen_loss: -0.35941404 MI_loss: 21.849787 Detection error: 0.009796857833862305 time: 10:52:25.512241
- B/E: 140 / 264 , Gen_loss: -0.36570373 MI_loss: 22.23653 Detection error: 0.009792983531951904 time: 10:52:26.396866
- B/E: 141 / 264 , Gen_loss: -0.35631514 MI_loss: 21.546736 Detection error: 0.009792447090148926 time: 10:52:27.277923
- B/E: 142 / 264 , Gen_loss: -0.36392596 MI_loss: 21.956879 Detection error: 0.009791970252990723 time: 10:52:28.166220
- B/E: 143 / 264 , Gen_loss: -0.36275223 MI_loss: 21.89257 Detection error: 0.0097883939743042 time: 10:52:29.046729
- B/E: 144 / 264 , Gen_loss: -0.353992 MI_loss: 21.414303 Detection error: 0.009798288345336914 time: 10:52:29.933176
- B/E: 145 / 264 , Gen_loss: -0.3595728 MI_loss: 21.849623 Detection error: 0.009805023670196533 time: 10:52:30.820264
- B/E: 146 / 264 , Gen_loss: -0.34873843 MI_loss: 21.011635 Detection error: 0.00980377197265625 time: 10:52:31.707188
- B/E: 147 / 264 , Gen_loss: -0.35844946 MI_loss: 21.750961 Detection error: 0.009806156158447266 time: 10:52:32.589103
- B/E: 148 / 264 , Gen_loss: -0.3630313 MI_loss: 21.914028 Detection error: 0.009805381298065186 time: 10:52:33.551354
- B/E: 149 / 264 , Gen_loss: -0.36156076 MI_loss: 21.960894 Detection error: 0.009814798831939697 time: 10:52:34.446355
-
- Test Loss: 10.257949 Test Error: 0.01066666841506958
- -----
- EPOCH: 265
- B/E: 0 / 265 , Gen_loss: -0.35237283 MI_loss: 21.396833 Detection error: 0.010749995708465576 time: 10:52:36.403769
- B/E: 1 / 265 , Gen_loss: -0.35187027 MI_loss: 21.230026 Detection error: 0.010093748569488525 time: 10:53:15.765990
- B/E: 2 / 265 , Gen_loss: -0.3626435 MI_loss: 21.854692 Detection error: 0.009677112102508545 time: 10:53:16.690060
- B/E: 3 / 265 , Gen_loss: -0.37143964 MI_loss: 22.514576 Detection error: 0.009640634059906006 time: 10:53:17.633155
- B/E: 4 / 265 , Gen_loss: -0.35129857 MI_loss: 21.495958 Detection error: 0.009687483310699463 time: 10:53:18.511366
- B/E: 5 / 265 , Gen_loss: -0.35601425 MI_loss: 21.736292 Detection error: 0.009703099727630615 time: 10:53:19.375244
- B/E: 6 / 265 , Gen_loss: -0.35731775 MI_loss: 21.769173 Detection error: 0.009785711765289307 time: 10:53:20.244335
- B/E: 7 / 265 , Gen_loss: -0.35902902 MI_loss: 21.632444 Detection error: 0.009835958480834961 time: 10:53:21.125649
- B/E: 8 / 265 , Gen_loss: -0.3554287 MI_loss: 21.704521 Detection error: 0.009781241416931152 time: 10:53:21.987615
- B/E: 9 / 265 , Gen_loss: -0.36241266 MI_loss: 21.837784 Detection error: 0.009771883487701416 time: 10:53:22.865184
- B/E: 10 / 265 , Gen_loss: -0.36404493 MI_loss: 22.226162 Detection error: 0.009778380393981934 time: 10:53:23.889799
- B/E: 11 / 265 , Gen_loss: -0.35469747 MI_loss: 21.484663 Detection error: 0.00980466604232788 time: 10:53:24.753566
- B/E: 12 / 265 , Gen_loss: -0.35458732 MI_loss: 21.49604 Detection error: 0.009853363037109375 time: 10:53:25.625435
- B/E: 13 / 265 , Gen_loss: -0.36377215 MI_loss: 21.973661 Detection error: 0.009852707386016846 time: 10:53:26.493243
- B/E: 14 / 265 , Gen_loss: -0.37139305 MI_loss: 22.495693 Detection error: 0.009841680526733398 time: 10:53:27.356005
- B/E: 15 / 265 , Gen_loss: -0.36167893 MI_loss: 21.911093 Detection error: 0.009861350059509277 time: 10:53:28.234863
- B/E: 16 / 265 , Gen_loss: -0.35762167 MI_loss: 21.611368 Detection error: 0.009808838367462158 time: 10:53:29.100935
- B/E: 17 / 265 , Gen_loss: -0.3594088 MI_loss: 21.8652 Detection error: 0.009817719459533691 time: 10:53:29.980178
- B/E: 18 / 265 , Gen_loss: -0.3672459 MI_loss: 22.244715 Detection error: 0.009761512279510498 time: 10:53:30.853182
- B/E: 19 / 265 , Gen_loss: -0.34553525 MI_loss: 21.13816 Detection error: 0.009770333766937256 time: 10:53:31.717048
- B/E: 20 / 265 , Gen_loss: -0.36628884 MI_loss: 22.107838 Detection error: 0.009813964366912842 time: 10:53:32.595346
- B/E: 21 / 265 , Gen_loss: -0.3566541 MI_loss: 21.599258 Detection error: 0.009819626808166504 time: 10:53:33.468897
- B/E: 22 / 265 , Gen_loss: -0.35603032 MI_loss: 21.512894 Detection error: 0.00979757308959961 time: 10:53:34.334046
- B/E: 23 / 265 , Gen_loss: -0.36286747 MI_loss: 21.944433 Detection error: 0.009802103042602539 time: 10:53:35.210393
- B/E: 24 / 265 , Gen_loss: -0.35969546 MI_loss: 21.795078 Detection error: 0.009795010089874268 time: 10:53:36.081578
- B/E: 25 / 265 , Gen_loss: -0.35928503 MI_loss: 21.659874 Detection error: 0.009828150272369385 time: 10:53:37.112136
- B/E: 26 / 265 , Gen_loss: -0.35124233 MI_loss: 21.336645 Detection error: 0.009850680828094482 time: 10:53:37.986152
- B/E: 27 / 265 , Gen_loss: -0.36061344 MI_loss: 22.061775 Detection error: 0.009860515594482422 time: 10:53:38.854022
- B/E: 28 / 265 , Gen_loss: -0.3513393 MI_loss: 21.368208 Detection error: 0.009865283966064453 time: 10:53:39.724014
- B/E: 29 / 265 , Gen_loss: -0.3552885 MI_loss: 21.609127 Detection error: 0.009883344173431396 time: 10:53:40.588673
- B/E: 30 / 265 , Gen_loss: -0.36022875 MI_loss: 21.851145 Detection error: 0.009862899780273438 time: 10:53:41.481099
- B/E: 31 / 265 , Gen_loss: -0.3587672 MI_loss: 21.848461 Detection error: 0.009824216365814209 time: 10:53:42.367672
- B/E: 32 / 265 , Gen_loss: -0.36187655 MI_loss: 22.01928 Detection error: 0.00984656810760498 time: 10:53:43.251325
- B/E: 33 / 265 , Gen_loss: -0.3527172 MI_loss: 21.347128 Detection error: 0.009820759296417236 time: 10:53:44.139569
- B/E: 34 / 265 , Gen_loss: -0.35907385 MI_loss: 21.76606 Detection error: 0.009829461574554443 time: 10:53:45.024378
- B/E: 35 / 265 , Gen_loss: -0.3635664 MI_loss: 22.080185 Detection error: 0.009809017181396484 time: 10:53:45.908352
- B/E: 36 / 265 , Gen_loss: -0.3574366 MI_loss: 21.542278 Detection error: 0.009813368320465088 time: 10:53:46.795333
- B/E: 37 / 265 , Gen_loss: -0.35537127 MI_loss: 21.52783 Detection error: 0.009807586669921875 time: 10:53:47.681248
- B/E: 38 / 265 , Gen_loss: -0.3554822 MI_loss: 21.64265 Detection error: 0.00981813669204712 time: 10:53:48.570622
- B/E: 39 / 265 , Gen_loss: -0.35557005 MI_loss: 21.4911 Detection error: 0.009810924530029297 time: 10:53:49.454021
- B/E: 40 / 265 , Gen_loss: -0.37001485 MI_loss: 22.425655 Detection error: 0.009808659553527832 time: 10:53:50.348136
- B/E: 41 / 265 , Gen_loss: -0.35805723 MI_loss: 21.788033 Detection error: 0.009802818298339844 time: 10:53:51.329028
- B/E: 42 / 265 , Gen_loss: -0.35141027 MI_loss: 21.29221 Detection error: 0.009801626205444336 time: 10:53:52.213361
- B/E: 43 / 265 , Gen_loss: -0.36465427 MI_loss: 22.02058 Detection error: 0.009786248207092285 time: 10:53:53.110242
- B/E: 44 / 265 , Gen_loss: -0.35919946 MI_loss: 21.84298 Detection error: 0.009797215461730957 time: 10:53:54.000169
- B/E: 45 / 265 , Gen_loss: -0.3548086 MI_loss: 21.419462 Detection error: 0.009806394577026367 time: 10:53:54.883818
- B/E: 46 / 265 , Gen_loss: -0.35436344 MI_loss: 21.518246 Detection error: 0.009831786155700684 time: 10:53:55.793126
- B/E: 47 / 265 , Gen_loss: -0.36015514 MI_loss: 21.716309 Detection error: 0.00982356071472168 time: 10:53:56.677167
- B/E: 48 / 265 , Gen_loss: -0.3617951 MI_loss: 21.971142 Detection error: 0.0098341703414917 time: 10:53:57.561927
- B/E: 49 / 265 , Gen_loss: -0.36017945 MI_loss: 21.94631 Detection error: 0.009840607643127441 time: 10:53:58.468546
- B/E: 50 / 265 , Gen_loss: -0.36248305 MI_loss: 21.942648 Detection error: 0.009844362735748291 time: 10:53:59.354514
- B/E: 51 / 265 , Gen_loss: -0.3626135 MI_loss: 22.013899 Detection error: 0.009844362735748291 time: 10:54:00.236701
- B/E: 52 / 265 , Gen_loss: -0.3675959 MI_loss: 22.26377 Detection error: 0.009843170642852783 time: 10:54:01.119731
- B/E: 53 / 265 , Gen_loss: -0.3698098 MI_loss: 22.38341 Detection error: 0.009858191013336182 time: 10:54:02.003406
- B/E: 54 / 265 , Gen_loss: -0.35826772 MI_loss: 21.694529 Detection error: 0.00986248254776001 time: 10:54:02.900247
- B/E: 55 / 265 , Gen_loss: -0.36197352 MI_loss: 21.949276 Detection error: 0.009843170642852783 time: 10:54:03.792472
- B/E: 56 / 265 , Gen_loss: -0.36268273 MI_loss: 21.913654 Detection error: 0.009830594062805176 time: 10:54:04.675288
- B/E: 57 / 265 , Gen_loss: -0.3715738 MI_loss: 22.564941 Detection error: 0.009822189807891846 time: 10:54:05.657547
- B/E: 58 / 265 , Gen_loss: -0.367587 MI_loss: 22.326233 Detection error: 0.009817242622375488 time: 10:54:06.540801
- B/E: 59 / 265 , Gen_loss: -0.35524783 MI_loss: 21.479717 Detection error: 0.009831786155700684 time: 10:54:07.424278
- B/E: 60 / 265 , Gen_loss: -0.3683237 MI_loss: 22.17863 Detection error: 0.009826838970184326 time: 10:54:08.305665
- B/E: 61 / 265 , Gen_loss: -0.36305407 MI_loss: 21.956312 Detection error: 0.009821057319641113 time: 10:54:09.186457
- B/E: 62 / 265 , Gen_loss: -0.35887384 MI_loss: 21.754383 Detection error: 0.009833812713623047 time: 10:54:10.066856
- B/E: 63 / 265 , Gen_loss: -0.36173743 MI_loss: 21.912743 Detection error: 0.00982666015625 time: 10:54:10.955377
- B/E: 64 / 265 , Gen_loss: -0.3637924 MI_loss: 22.04082 Detection error: 0.009825468063354492 time: 10:54:11.841470
- B/E: 65 / 265 , Gen_loss: -0.36000365 MI_loss: 21.94244 Detection error: 0.009821951389312744 time: 10:54:12.729092
- B/E: 66 / 265 , Gen_loss: -0.36556655 MI_loss: 22.17334 Detection error: 0.009816229343414307 time: 10:54:13.624150
- B/E: 67 / 265 , Gen_loss: -0.35843632 MI_loss: 21.72193 Detection error: 0.009811103343963623 time: 10:54:14.488998
- B/E: 68 / 265 , Gen_loss: -0.36064512 MI_loss: 21.99486 Detection error: 0.009815216064453125 time: 10:54:15.297936
- B/E: 69 / 265 , Gen_loss: -0.36371687 MI_loss: 21.878197 Detection error: 0.009818732738494873 time: 10:54:16.168876
- B/E: 70 / 265 , Gen_loss: -0.36724073 MI_loss: 22.180096 Detection error: 0.00981074571609497 time: 10:54:16.966395
- B/E: 71 / 265 , Gen_loss: -0.3525195 MI_loss: 21.514242 Detection error: 0.009815514087677002 time: 10:54:17.859299
- B/E: 72 / 265 , Gen_loss: -0.36517537 MI_loss: 22.189508 Detection error: 0.009821057319641113 time: 10:54:18.699048
- B/E: 73 / 265 , Gen_loss: -0.3531376 MI_loss: 21.439915 Detection error: 0.009816288948059082 time: 10:54:19.585850
- B/E: 74 / 265 , Gen_loss: -0.35915735 MI_loss: 21.85439 Detection error: 0.009812891483306885 time: 10:54:20.361532
- B/E: 75 / 265 , Gen_loss: -0.35415852 MI_loss: 21.471785 Detection error: 0.009807169437408447 time: 10:54:21.149024
- B/E: 76 / 265 , Gen_loss: -0.36193207 MI_loss: 22.086042 Detection error: 0.009816944599151611 time: 10:54:21.926898
- B/E: 77 / 265 , Gen_loss: -0.35572118 MI_loss: 21.521555 Detection error: 0.009807705879211426 time: 10:54:22.766952
- B/E: 78 / 265 , Gen_loss: -0.36034656 MI_loss: 21.783707 Detection error: 0.00980377197265625 time: 10:54:23.576666
- B/E: 79 / 265 , Gen_loss: -0.3624867 MI_loss: 21.794424 Detection error: 0.009811341762542725 time: 10:54:24.474064
- B/E: 80 / 265 , Gen_loss: -0.3627883 MI_loss: 21.976065 Detection error: 0.00982445478439331 time: 10:54:25.359179
- B/E: 81 / 265 , Gen_loss: -0.36313102 MI_loss: 21.957493 Detection error: 0.009812116622924805 time: 10:54:26.232680
- B/E: 82 / 265 , Gen_loss: -0.34671703 MI_loss: 20.966173 Detection error: 0.009814023971557617 time: 10:54:27.099308
- B/E: 83 / 265 , Gen_loss: -0.36749095 MI_loss: 22.287449 Detection error: 0.00981360673904419 time: 10:54:27.983139
- B/E: 84 / 265 , Gen_loss: -0.35723338 MI_loss: 21.648075 Detection error: 0.009816169738769531 time: 10:54:28.864954
- B/E: 85 / 265 , Gen_loss: -0.368719 MI_loss: 22.175638 Detection error: 0.009791433811187744 time: 10:54:29.731513
- B/E: 86 / 265 , Gen_loss: -0.35554886 MI_loss: 21.456724 Detection error: 0.009789884090423584 time: 10:54:30.600312
- B/E: 87 / 265 , Gen_loss: -0.35722178 MI_loss: 21.61232 Detection error: 0.009776651859283447 time: 10:54:31.482974
- B/E: 88 / 265 , Gen_loss: -0.3601309 MI_loss: 21.852697 Detection error: 0.009767889976501465 time: 10:54:32.369354
- B/E: 89 / 265 , Gen_loss: -0.3617158 MI_loss: 22.03128 Detection error: 0.009779512882232666 time: 10:54:33.360572
- B/E: 90 / 265 , Gen_loss: -0.36604294 MI_loss: 22.118923 Detection error: 0.009781241416931152 time: 10:54:34.208410
- B/E: 91 / 265 , Gen_loss: -0.355076 MI_loss: 21.573288 Detection error: 0.009785354137420654 time: 10:54:35.038292
- B/E: 92 / 265 , Gen_loss: -0.35847932 MI_loss: 21.729742 Detection error: 0.009774208068847656 time: 10:54:35.808051
- B/E: 93 / 265 , Gen_loss: -0.36011752 MI_loss: 21.839676 Detection error: 0.009771585464477539 time: 10:54:36.749714
- B/E: 94 / 265 , Gen_loss: -0.36077195 MI_loss: 22.05501 Detection error: 0.009778618812561035 time: 10:54:37.635521
- B/E: 95 / 265 , Gen_loss: -0.36158735 MI_loss: 21.82267 Detection error: 0.00978708267211914 time: 10:54:38.524108
- B/E: 96 / 265 , Gen_loss: -0.36045936 MI_loss: 21.828558 Detection error: 0.009788334369659424 time: 10:54:39.432096
- B/E: 97 / 265 , Gen_loss: -0.3559355 MI_loss: 21.47188 Detection error: 0.009780943393707275 time: 10:54:40.318406
- B/E: 98 / 265 , Gen_loss: -0.36455032 MI_loss: 21.958393 Detection error: 0.009773969650268555 time: 10:54:41.145713
- B/E: 99 / 265 , Gen_loss: -0.3636175 MI_loss: 22.024426 Detection error: 0.009766876697540283 time: 10:54:41.957345
- B/E: 100 / 265 , Gen_loss: -0.37013707 MI_loss: 22.463799 Detection error: 0.009770393371582031 time: 10:54:42.737366
- B/E: 101 / 265 , Gen_loss: -0.35885686 MI_loss: 21.914455 Detection error: 0.009776055812835693 time: 10:54:43.510139
- B/E: 102 / 265 , Gen_loss: -0.35857674 MI_loss: 21.763172 Detection error: 0.009774267673492432 time: 10:54:44.287593
- B/E: 103 / 265 , Gen_loss: -0.37759268 MI_loss: 22.799301 Detection error: 0.009774327278137207 time: 10:54:45.163738
- B/E: 104 / 265 , Gen_loss: -0.35720584 MI_loss: 21.647991 Detection error: 0.009773194789886475 time: 10:54:46.047858
- B/E: 105 / 265 , Gen_loss: -0.35812166 MI_loss: 21.833183 Detection error: 0.009771227836608887 time: 10:54:47.031659
- B/E: 106 / 265 , Gen_loss: -0.37505317 MI_loss: 22.78841 Detection error: 0.009771585464477539 time: 10:54:47.915805
- B/E: 107 / 265 , Gen_loss: -0.36545703 MI_loss: 22.288488 Detection error: 0.0097731351852417 time: 10:54:48.802409
- B/E: 108 / 265 , Gen_loss: -0.36372465 MI_loss: 21.933344 Detection error: 0.009776115417480469 time: 10:54:49.688899
- B/E: 109 / 265 , Gen_loss: -0.35724786 MI_loss: 21.555899 Detection error: 0.009771883487701416 time: 10:54:50.571624
- B/E: 110 / 265 , Gen_loss: -0.35777023 MI_loss: 21.50579 Detection error: 0.009764373302459717 time: 10:54:51.456229
- B/E: 111 / 265 , Gen_loss: -0.37107685 MI_loss: 22.262342 Detection error: 0.00976032018661499 time: 10:54:52.341135
- B/E: 112 / 265 , Gen_loss: -0.37005404 MI_loss: 22.300997 Detection error: 0.009760797023773193 time: 10:54:53.224086
- B/E: 113 / 265 , Gen_loss: -0.3620149 MI_loss: 22.032085 Detection error: 0.00977027416229248 time: 10:54:54.112397
- B/E: 114 / 265 , Gen_loss: -0.34727737 MI_loss: 21.142065 Detection error: 0.009769558906555176 time: 10:54:54.993791
- B/E: 115 / 265 , Gen_loss: -0.37649485 MI_loss: 22.627762 Detection error: 0.009761035442352295 time: 10:54:55.876735
- B/E: 116 / 265 , Gen_loss: -0.3504878 MI_loss: 21.155607 Detection error: 0.009762048721313477 time: 10:54:56.766261
- B/E: 117 / 265 , Gen_loss: -0.35631415 MI_loss: 21.694878 Detection error: 0.009765863418579102 time: 10:54:57.654832
- B/E: 118 / 265 , Gen_loss: -0.36759478 MI_loss: 22.083008 Detection error: 0.009758412837982178 time: 10:54:58.539827
- B/E: 119 / 265 , Gen_loss: -0.35159525 MI_loss: 21.359585 Detection error: 0.009754657745361328 time: 10:54:59.424928
- B/E: 120 / 265 , Gen_loss: -0.35254815 MI_loss: 21.344204 Detection error: 0.00975722074508667 time: 10:55:00.313695
- B/E: 121 / 265 , Gen_loss: -0.35966024 MI_loss: 21.903648 Detection error: 0.009759962558746338 time: 10:55:01.311782
- B/E: 122 / 265 , Gen_loss: -0.358345 MI_loss: 21.66811 Detection error: 0.009746670722961426 time: 10:55:02.196028
- B/E: 123 / 265 , Gen_loss: -0.3651131 MI_loss: 22.013592 Detection error: 0.009742915630340576 time: 10:55:03.088466
- B/E: 124 / 265 , Gen_loss: -0.3611015 MI_loss: 21.89757 Detection error: 0.009745240211486816 time: 10:55:03.978997
- B/E: 125 / 265 , Gen_loss: -0.37657225 MI_loss: 22.776085 Detection error: 0.009744763374328613 time: 10:55:04.871511
- B/E: 126 / 265 , Gen_loss: -0.36071625 MI_loss: 22.000328 Detection error: 0.009752452373504639 time: 10:55:05.761825
- B/E: 127 / 265 , Gen_loss: -0.3532427 MI_loss: 21.494268 Detection error: 0.009753644466400146 time: 10:55:06.646031
- B/E: 128 / 265 , Gen_loss: -0.36017755 MI_loss: 21.852318 Detection error: 0.009759187698364258 time: 10:55:07.530717
- B/E: 129 / 265 , Gen_loss: -0.36264908 MI_loss: 21.943213 Detection error: 0.009762763977050781 time: 10:55:08.422791
- B/E: 130 / 265 , Gen_loss: -0.36342648 MI_loss: 21.973026 Detection error: 0.0097733736038208 time: 10:55:09.256012
- B/E: 131 / 265 , Gen_loss: -0.35607746 MI_loss: 21.561981 Detection error: 0.00977414846420288 time: 10:55:10.049773
- B/E: 132 / 265 , Gen_loss: -0.36114588 MI_loss: 21.80272 Detection error: 0.009769976139068604 time: 10:55:10.816569
- B/E: 133 / 265 , Gen_loss: -0.36673737 MI_loss: 22.273626 Detection error: 0.009774744510650635 time: 10:55:11.673591
- B/E: 134 / 265 , Gen_loss: -0.35943088 MI_loss: 21.852152 Detection error: 0.009782612323760986 time: 10:55:12.533636
- B/E: 135 / 265 , Gen_loss: -0.3666581 MI_loss: 22.072323 Detection error: 0.009780347347259521 time: 10:55:13.306658
- B/E: 136 / 265 , Gen_loss: -0.36552018 MI_loss: 22.078148 Detection error: 0.009782135486602783 time: 10:55:14.189753
- B/E: 137 / 265 , Gen_loss: -0.34635532 MI_loss: 20.853563 Detection error: 0.009787380695343018 time: 10:55:15.156941
- B/E: 138 / 265 , Gen_loss: -0.37275633 MI_loss: 22.838867 Detection error: 0.009791791439056396 time: 10:55:16.040730
- B/E: 139 / 265 , Gen_loss: -0.3633577 MI_loss: 21.962751 Detection error: 0.009797096252441406 time: 10:55:16.942037
- B/E: 140 / 265 , Gen_loss: -0.34359577 MI_loss: 20.751873 Detection error: 0.009795665740966797 time: 10:55:17.837239
- B/E: 141 / 265 , Gen_loss: -0.3617725 MI_loss: 21.751421 Detection error: 0.009788751602172852 time: 10:55:18.726217
- B/E: 142 / 265 , Gen_loss: -0.3575468 MI_loss: 21.604517 Detection error: 0.009792625904083252 time: 10:55:19.613228
- B/E: 143 / 265 , Gen_loss: -0.37248558 MI_loss: 22.498419 Detection error: 0.009785830974578857 time: 10:55:20.520416
- B/E: 144 / 265 , Gen_loss: -0.36181927 MI_loss: 21.894415 Detection error: 0.00979846715927124 time: 10:55:21.406745
- B/E: 145 / 265 , Gen_loss: -0.35557473 MI_loss: 21.649574 Detection error: 0.009803712368011475 time: 10:55:22.288564
- B/E: 146 / 265 , Gen_loss: -0.3560978 MI_loss: 21.454433 Detection error: 0.009803593158721924 time: 10:55:23.176193
- B/E: 147 / 265 , Gen_loss: -0.36178702 MI_loss: 21.809662 Detection error: 0.0098036527633667 time: 10:55:24.060717
- B/E: 148 / 265 , Gen_loss: -0.36795995 MI_loss: 22.358166 Detection error: 0.009803712368011475 time: 10:55:24.940876
- B/E: 149 / 265 , Gen_loss: -0.35401508 MI_loss: 21.556534 Detection error: 0.00981205701828003 time: 10:55:25.821127
-
- Test Loss: 10.253917 Test Error: 0.01066666841506958
- -----
- EPOCH: 266
- B/E: 0 / 266 , Gen_loss: -0.35431218 MI_loss: 21.360313 Detection error: 0.010437488555908203 time: 10:55:27.759042
- B/E: 1 / 266 , Gen_loss: -0.35072 MI_loss: 21.176628 Detection error: 0.009953141212463379 time: 10:56:07.583122
- B/E: 2 / 266 , Gen_loss: -0.35649028 MI_loss: 21.374361 Detection error: 0.009760439395904541 time: 10:56:08.615543
- B/E: 3 / 266 , Gen_loss: -0.35400462 MI_loss: 21.495598 Detection error: 0.009609401226043701 time: 10:56:09.516948
- B/E: 4 / 266 , Gen_loss: -0.36323565 MI_loss: 22.03229 Detection error: 0.0097312331199646 time: 10:56:10.409006
- B/E: 5 / 266 , Gen_loss: -0.35290945 MI_loss: 21.65392 Detection error: 0.009739577770233154 time: 10:56:11.294882
- B/E: 6 / 266 , Gen_loss: -0.36135924 MI_loss: 21.968388 Detection error: 0.009803593158721924 time: 10:56:12.180499
- B/E: 7 / 266 , Gen_loss: -0.3630292 MI_loss: 21.980856 Detection error: 0.009851574897766113 time: 10:56:13.065874
- B/E: 8 / 266 , Gen_loss: -0.36952347 MI_loss: 22.228727 Detection error: 0.009791672229766846 time: 10:56:13.948509
- B/E: 9 / 266 , Gen_loss: -0.35570616 MI_loss: 21.659376 Detection error: 0.009781241416931152 time: 10:56:14.758302
- B/E: 10 / 266 , Gen_loss: -0.36294967 MI_loss: 21.993141 Detection error: 0.009758532047271729 time: 10:56:15.593361
- B/E: 11 / 266 , Gen_loss: -0.365494 MI_loss: 22.16795 Detection error: 0.009776055812835693 time: 10:56:16.403371
- B/E: 12 / 266 , Gen_loss: -0.37021515 MI_loss: 22.651264 Detection error: 0.009870171546936035 time: 10:56:17.214541
- B/E: 13 / 266 , Gen_loss: -0.3602125 MI_loss: 21.788328 Detection error: 0.00985044240951538 time: 10:56:18.099596
- B/E: 14 / 266 , Gen_loss: -0.3604746 MI_loss: 21.679893 Detection error: 0.009810388088226318 time: 10:56:18.993137
- B/E: 15 / 266 , Gen_loss: -0.3530487 MI_loss: 21.43695 Detection error: 0.009830057621002197 time: 10:56:19.879203
- B/E: 16 / 266 , Gen_loss: -0.3605253 MI_loss: 21.831284 Detection error: 0.009784936904907227 time: 10:56:20.764853
- B/E: 17 / 266 , Gen_loss: -0.3656229 MI_loss: 22.222176 Detection error: 0.009795129299163818 time: 10:56:21.653341
- B/E: 18 / 266 , Gen_loss: -0.35620475 MI_loss: 21.535645 Detection error: 0.00975656509399414 time: 10:56:22.627494
- B/E: 19 / 266 , Gen_loss: -0.3617264 MI_loss: 22.185585 Detection error: 0.009754657745361328 time: 10:56:23.513887
- B/E: 20 / 266 , Gen_loss: -0.3615011 MI_loss: 21.761185 Detection error: 0.009797632694244385 time: 10:56:24.404808
- B/E: 21 / 266 , Gen_loss: -0.3491133 MI_loss: 21.025366 Detection error: 0.009796857833862305 time: 10:56:25.292591
- B/E: 22 / 266 , Gen_loss: -0.35436136 MI_loss: 21.226997 Detection error: 0.009792149066925049 time: 10:56:26.181261
- B/E: 23 / 266 , Gen_loss: -0.37026685 MI_loss: 22.3406 Detection error: 0.009777367115020752 time: 10:56:27.071044
- B/E: 24 / 266 , Gen_loss: -0.3475472 MI_loss: 21.031086 Detection error: 0.00977247953414917 time: 10:56:27.961618
- B/E: 25 / 266 , Gen_loss: -0.35497904 MI_loss: 21.645481 Detection error: 0.009808897972106934 time: 10:56:28.845060
- B/E: 26 / 266 , Gen_loss: -0.34111795 MI_loss: 20.806334 Detection error: 0.009846091270446777 time: 10:56:29.681346
- B/E: 27 / 266 , Gen_loss: -0.3711351 MI_loss: 22.475332 Detection error: 0.009849309921264648 time: 10:56:30.468361
- B/E: 28 / 266 , Gen_loss: -0.36652204 MI_loss: 22.157482 Detection error: 0.009860992431640625 time: 10:56:31.247729
- B/E: 29 / 266 , Gen_loss: -0.34938022 MI_loss: 21.072893 Detection error: 0.009869813919067383 time: 10:56:32.022986
- B/E: 30 / 266 , Gen_loss: -0.3610957 MI_loss: 21.969456 Detection error: 0.009859859943389893 time: 10:56:32.812875
- B/E: 31 / 266 , Gen_loss: -0.35320163 MI_loss: 21.545908 Detection error: 0.009832978248596191 time: 10:56:33.759147
- B/E: 32 / 266 , Gen_loss: -0.3494923 MI_loss: 21.194881 Detection error: 0.009839951992034912 time: 10:56:34.638818
- B/E: 33 / 266 , Gen_loss: -0.3546295 MI_loss: 21.582949 Detection error: 0.009827196598052979 time: 10:56:35.544215
- B/E: 34 / 266 , Gen_loss: -0.35397893 MI_loss: 21.63826 Detection error: 0.009829461574554443 time: 10:56:36.427336
- B/E: 35 / 266 , Gen_loss: -0.37276292 MI_loss: 22.531275 Detection error: 0.009801208972930908 time: 10:56:37.309775
- B/E: 36 / 266 , Gen_loss: -0.36483696 MI_loss: 22.121141 Detection error: 0.00980830192565918 time: 10:56:38.161861
- B/E: 37 / 266 , Gen_loss: -0.37391633 MI_loss: 22.60817 Detection error: 0.009800136089324951 time: 10:56:38.950085
- B/E: 38 / 266 , Gen_loss: -0.35246176 MI_loss: 21.403366 Detection error: 0.009817302227020264 time: 10:56:39.767490
- B/E: 39 / 266 , Gen_loss: -0.3515861 MI_loss: 21.252651 Detection error: 0.00980311632156372 time: 10:56:40.687217
- B/E: 40 / 266 , Gen_loss: -0.36294582 MI_loss: 22.034798 Detection error: 0.009797275066375732 time: 10:56:41.603175
- B/E: 41 / 266 , Gen_loss: -0.35372406 MI_loss: 21.46875 Detection error: 0.009791672229766846 time: 10:56:42.489700
- B/E: 42 / 266 , Gen_loss: -0.3593661 MI_loss: 21.744835 Detection error: 0.00978851318359375 time: 10:56:43.366622
- B/E: 43 / 266 , Gen_loss: -0.35469067 MI_loss: 21.564268 Detection error: 0.009802579879760742 time: 10:56:44.250742
- B/E: 44 / 266 , Gen_loss: -0.36426526 MI_loss: 22.106838 Detection error: 0.009798586368560791 time: 10:56:45.140373
- B/E: 45 / 266 , Gen_loss: -0.351543 MI_loss: 21.290632 Detection error: 0.009813189506530762 time: 10:56:46.026764
- B/E: 46 / 266 , Gen_loss: -0.34884536 MI_loss: 21.17505 Detection error: 0.009831130504608154 time: 10:56:46.914007
- B/E: 47 / 266 , Gen_loss: -0.35890427 MI_loss: 21.59618 Detection error: 0.009830713272094727 time: 10:56:47.800972
- B/E: 48 / 266 , Gen_loss: -0.35246694 MI_loss: 21.229065 Detection error: 0.009839296340942383 time: 10:56:48.777782
- B/E: 49 / 266 , Gen_loss: -0.3580231 MI_loss: 21.830875 Detection error: 0.009843111038208008 time: 10:56:49.671440
- B/E: 50 / 266 , Gen_loss: -0.36351517 MI_loss: 22.046053 Detection error: 0.00984865427017212 time: 10:56:50.568702
- B/E: 51 / 266 , Gen_loss: -0.34825692 MI_loss: 21.061022 Detection error: 0.009852766990661621 time: 10:56:51.459636
- B/E: 52 / 266 , Gen_loss: -0.37300217 MI_loss: 22.595028 Detection error: 0.009840786457061768 time: 10:56:52.354349
- B/E: 53 / 266 , Gen_loss: -0.3616068 MI_loss: 21.877579 Detection error: 0.009856462478637695 time: 10:56:53.233857
- B/E: 54 / 266 , Gen_loss: -0.3421648 MI_loss: 20.631168 Detection error: 0.009858548641204834 time: 10:56:54.120864
- B/E: 55 / 266 , Gen_loss: -0.36222854 MI_loss: 21.857111 Detection error: 0.00984656810760498 time: 10:56:55.008661
- B/E: 56 / 266 , Gen_loss: -0.36058754 MI_loss: 21.67782 Detection error: 0.009828388690948486 time: 10:56:55.892723
- B/E: 57 / 266 , Gen_loss: -0.36147442 MI_loss: 21.875174 Detection error: 0.009818434715270996 time: 10:56:56.760248
- B/E: 58 / 266 , Gen_loss: -0.365649 MI_loss: 22.247097 Detection error: 0.009811460971832275 time: 10:56:57.638435
- B/E: 59 / 266 , Gen_loss: -0.3609574 MI_loss: 22.001343 Detection error: 0.009827613830566406 time: 10:56:58.509369
- B/E: 60 / 266 , Gen_loss: -0.36407632 MI_loss: 22.09974 Detection error: 0.009822726249694824 time: 10:56:59.383117
- B/E: 61 / 266 , Gen_loss: -0.35069078 MI_loss: 21.464308 Detection error: 0.009824097156524658 time: 10:57:00.278549
- B/E: 62 / 266 , Gen_loss: -0.36599907 MI_loss: 22.093521 Detection error: 0.009818971157073975 time: 10:57:01.174552
- B/E: 63 / 266 , Gen_loss: -0.3516024 MI_loss: 21.40972 Detection error: 0.009818851947784424 time: 10:57:02.155836
- B/E: 64 / 266 , Gen_loss: -0.36324012 MI_loss: 22.097073 Detection error: 0.009818732738494873 time: 10:57:03.053403
- B/E: 65 / 266 , Gen_loss: -0.35892466 MI_loss: 21.752586 Detection error: 0.009818673133850098 time: 10:57:03.955050
- B/E: 66 / 266 , Gen_loss: -0.36342132 MI_loss: 21.94784 Detection error: 0.0098227858543396 time: 10:57:04.856898
- B/E: 67 / 266 , Gen_loss: -0.36721468 MI_loss: 22.31218 Detection error: 0.009809732437133789 time: 10:57:05.753212
- B/E: 68 / 266 , Gen_loss: -0.3593315 MI_loss: 21.80849 Detection error: 0.009814739227294922 time: 10:57:06.650195
- B/E: 69 / 266 , Gen_loss: -0.3597577 MI_loss: 21.707718 Detection error: 0.009824097156524658 time: 10:57:07.552486
- B/E: 70 / 266 , Gen_loss: -0.3617311 MI_loss: 21.70741 Detection error: 0.009817779064178467 time: 10:57:08.452053
- B/E: 71 / 266 , Gen_loss: -0.36163214 MI_loss: 21.8881 Detection error: 0.00981903076171875 time: 10:57:09.350452
- B/E: 72 / 266 , Gen_loss: -0.36501053 MI_loss: 22.088354 Detection error: 0.009820222854614258 time: 10:57:10.257547
- B/E: 73 / 266 , Gen_loss: -0.35974982 MI_loss: 21.68908 Detection error: 0.00980830192565918 time: 10:57:11.157834
- B/E: 74 / 266 , Gen_loss: -0.35418618 MI_loss: 21.63308 Detection error: 0.009810805320739746 time: 10:57:12.055720
- B/E: 75 / 266 , Gen_loss: -0.37022325 MI_loss: 22.502224 Detection error: 0.00980675220489502 time: 10:57:12.977296
- B/E: 76 / 266 , Gen_loss: -0.34826383 MI_loss: 21.095055 Detection error: 0.009809255599975586 time: 10:57:13.881909
- B/E: 77 / 266 , Gen_loss: -0.35577828 MI_loss: 21.54195 Detection error: 0.009816110134124756 time: 10:57:14.781468
- B/E: 78 / 266 , Gen_loss: -0.3624029 MI_loss: 21.786423 Detection error: 0.00980377197265625 time: 10:57:15.704937
- B/E: 79 / 266 , Gen_loss: -0.37274483 MI_loss: 22.614828 Detection error: 0.009816408157348633 time: 10:57:16.699770
- B/E: 80 / 266 , Gen_loss: -0.3662224 MI_loss: 22.318394 Detection error: 0.00982600450515747 time: 10:57:17.600164
- B/E: 81 / 266 , Gen_loss: -0.3672204 MI_loss: 22.245926 Detection error: 0.009812474250793457 time: 10:57:18.501877
- B/E: 82 / 266 , Gen_loss: -0.3597334 MI_loss: 21.698582 Detection error: 0.00981515645980835 time: 10:57:19.405320
- B/E: 83 / 266 , Gen_loss: -0.3666094 MI_loss: 22.321789 Detection error: 0.009812474250793457 time: 10:57:20.306934
- B/E: 84 / 266 , Gen_loss: -0.3516414 MI_loss: 21.33003 Detection error: 0.009813249111175537 time: 10:57:21.091399
- B/E: 85 / 266 , Gen_loss: -0.3527648 MI_loss: 21.427164 Detection error: 0.009789228439331055 time: 10:57:21.913208
- B/E: 86 / 266 , Gen_loss: -0.36224902 MI_loss: 21.879469 Detection error: 0.009792029857635498 time: 10:57:22.793543
- B/E: 87 / 266 , Gen_loss: -0.3634561 MI_loss: 21.918957 Detection error: 0.009778380393981934 time: 10:57:23.584169
- B/E: 88 / 266 , Gen_loss: -0.36608976 MI_loss: 22.26198 Detection error: 0.009765446186065674 time: 10:57:24.369572
- B/E: 89 / 266 , Gen_loss: -0.36493993 MI_loss: 22.177193 Detection error: 0.009777069091796875 time: 10:57:25.257056
- B/E: 90 / 266 , Gen_loss: -0.35823143 MI_loss: 21.689978 Detection error: 0.009774744510650635 time: 10:57:26.152034
- B/E: 91 / 266 , Gen_loss: -0.3596921 MI_loss: 21.770424 Detection error: 0.009779870510101318 time: 10:57:27.002040
- B/E: 92 / 266 , Gen_loss: -0.35091245 MI_loss: 21.318977 Detection error: 0.009769797325134277 time: 10:57:27.809435
- B/E: 93 / 266 , Gen_loss: -0.35154435 MI_loss: 21.296589 Detection error: 0.009770631790161133 time: 10:57:28.703859
- B/E: 94 / 266 , Gen_loss: -0.35524765 MI_loss: 21.640762 Detection error: 0.009780585765838623 time: 10:57:29.604232
- B/E: 95 / 266 , Gen_loss: -0.3593526 MI_loss: 21.656988 Detection error: 0.009791016578674316 time: 10:57:30.583868
- B/E: 96 / 266 , Gen_loss: -0.355711 MI_loss: 21.542114 Detection error: 0.00978928804397583 time: 10:57:31.478899
- B/E: 97 / 266 , Gen_loss: -0.37056696 MI_loss: 22.48626 Detection error: 0.009782195091247559 time: 10:57:32.376633
- B/E: 98 / 266 , Gen_loss: -0.36385038 MI_loss: 22.05642 Detection error: 0.009770810604095459 time: 10:57:33.271383
- B/E: 99 / 266 , Gen_loss: -0.3640854 MI_loss: 22.095936 Detection error: 0.00976938009262085 time: 10:57:34.155737
- B/E: 100 / 266 , Gen_loss: -0.36795896 MI_loss: 22.206112 Detection error: 0.00976639986038208 time: 10:57:35.034811
- B/E: 101 / 266 , Gen_loss: -0.35551298 MI_loss: 21.648787 Detection error: 0.00977635383605957 time: 10:57:35.934860
- B/E: 102 / 266 , Gen_loss: -0.36179867 MI_loss: 21.925755 Detection error: 0.0097770094871521 time: 10:57:36.831521
- B/E: 103 / 266 , Gen_loss: -0.3653439 MI_loss: 22.024185 Detection error: 0.00977402925491333 time: 10:57:37.732711
- B/E: 104 / 266 , Gen_loss: -0.35676804 MI_loss: 21.731277 Detection error: 0.009776473045349121 time: 10:57:38.631094
- B/E: 105 / 266 , Gen_loss: -0.3608043 MI_loss: 21.913805 Detection error: 0.009774446487426758 time: 10:57:39.527992
- B/E: 106 / 266 , Gen_loss: -0.37136984 MI_loss: 22.609898 Detection error: 0.009773671627044678 time: 10:57:40.426219
- B/E: 107 / 266 , Gen_loss: -0.36654928 MI_loss: 22.259071 Detection error: 0.009774327278137207 time: 10:57:41.325670
- B/E: 108 / 266 , Gen_loss: -0.35580623 MI_loss: 21.423548 Detection error: 0.009778380393981934 time: 10:57:42.227572
- B/E: 109 / 266 , Gen_loss: -0.36801514 MI_loss: 22.257092 Detection error: 0.009770750999450684 time: 10:57:43.122867
- B/E: 110 / 266 , Gen_loss: -0.35781547 MI_loss: 21.686153 Detection error: 0.009769141674041748 time: 10:57:44.018842
- B/E: 111 / 266 , Gen_loss: -0.36929467 MI_loss: 22.40703 Detection error: 0.009766161441802979 time: 10:57:45.056382
- B/E: 112 / 266 , Gen_loss: -0.36176762 MI_loss: 21.942852 Detection error: 0.00976550579071045 time: 10:57:46.007587
- B/E: 113 / 266 , Gen_loss: -0.36540928 MI_loss: 22.218653 Detection error: 0.009773015975952148 time: 10:57:46.904087
- B/E: 114 / 266 , Gen_loss: -0.3557232 MI_loss: 21.530815 Detection error: 0.009772300720214844 time: 10:57:47.803169
- B/E: 115 / 266 , Gen_loss: -0.36620295 MI_loss: 22.112236 Detection error: 0.009767532348632812 time: 10:57:48.704494
- B/E: 116 / 266 , Gen_loss: -0.3569275 MI_loss: 21.715765 Detection error: 0.00976550579071045 time: 10:57:49.599861
- B/E: 117 / 266 , Gen_loss: -0.3573372 MI_loss: 21.573317 Detection error: 0.009772002696990967 time: 10:57:50.501808
- B/E: 118 / 266 , Gen_loss: -0.35556284 MI_loss: 21.384472 Detection error: 0.009759962558746338 time: 10:57:51.407582
- B/E: 119 / 266 , Gen_loss: -0.34813192 MI_loss: 21.163157 Detection error: 0.009757578372955322 time: 10:57:52.309128
- B/E: 120 / 266 , Gen_loss: -0.36482495 MI_loss: 22.178242 Detection error: 0.009757757186889648 time: 10:57:53.203621
- B/E: 121 / 266 , Gen_loss: -0.3550116 MI_loss: 21.560467 Detection error: 0.009761035442352295 time: 10:57:54.136467
- B/E: 122 / 266 , Gen_loss: -0.36052975 MI_loss: 21.838173 Detection error: 0.009753584861755371 time: 10:57:55.035727
- B/E: 123 / 266 , Gen_loss: -0.36051774 MI_loss: 21.72896 Detection error: 0.009748756885528564 time: 10:57:55.932070
- B/E: 124 / 266 , Gen_loss: -0.35762388 MI_loss: 21.500158 Detection error: 0.009747982025146484 time: 10:57:56.856595
- B/E: 125 / 266 , Gen_loss: -0.3670803 MI_loss: 22.289461 Detection error: 0.00975048542022705 time: 10:57:57.756726
- B/E: 126 / 266 , Gen_loss: -0.35769507 MI_loss: 21.71107 Detection error: 0.009756863117218018 time: 10:57:58.653750
- B/E: 127 / 266 , Gen_loss: -0.35381117 MI_loss: 21.640488 Detection error: 0.009758055210113525 time: 10:57:59.652616
- B/E: 128 / 266 , Gen_loss: -0.36362547 MI_loss: 22.076736 Detection error: 0.009764790534973145 time: 10:58:00.553085
- B/E: 129 / 266 , Gen_loss: -0.36577234 MI_loss: 22.27229 Detection error: 0.009769976139068604 time: 10:58:01.449887
- B/E: 130 / 266 , Gen_loss: -0.363041 MI_loss: 21.962757 Detection error: 0.009777665138244629 time: 10:58:02.351656
- B/E: 131 / 266 , Gen_loss: -0.3604488 MI_loss: 21.732248 Detection error: 0.00978243350982666 time: 10:58:03.246753
- B/E: 132 / 266 , Gen_loss: -0.37309477 MI_loss: 22.456486 Detection error: 0.009780526161193848 time: 10:58:04.146138
- B/E: 133 / 266 , Gen_loss: -0.3591194 MI_loss: 21.799397 Detection error: 0.009781479835510254 time: 10:58:05.047829
- B/E: 134 / 266 , Gen_loss: -0.3512106 MI_loss: 21.47867 Detection error: 0.009784698486328125 time: 10:58:05.947398
- B/E: 135 / 266 , Gen_loss: -0.36172467 MI_loss: 21.944695 Detection error: 0.009790658950805664 time: 10:58:06.845592
- B/E: 136 / 266 , Gen_loss: -0.35725993 MI_loss: 21.744944 Detection error: 0.00979381799697876 time: 10:58:07.766202
- B/E: 137 / 266 , Gen_loss: -0.36098596 MI_loss: 21.893793 Detection error: 0.009795069694519043 time: 10:58:08.666209
- B/E: 138 / 266 , Gen_loss: -0.35627696 MI_loss: 21.6912 Detection error: 0.009795665740966797 time: 10:58:09.558453
- B/E: 139 / 266 , Gen_loss: -0.36194625 MI_loss: 21.87379 Detection error: 0.009802699089050293 time: 10:58:10.451311
- B/E: 140 / 266 , Gen_loss: -0.3588386 MI_loss: 21.761866 Detection error: 0.009800970554351807 time: 10:58:11.357450
- B/E: 141 / 266 , Gen_loss: -0.36154085 MI_loss: 21.897587 Detection error: 0.009798884391784668 time: 10:58:12.237577
- B/E: 142 / 266 , Gen_loss: -0.3629639 MI_loss: 21.841068 Detection error: 0.009795665740966797 time: 10:58:13.121158
- B/E: 143 / 266 , Gen_loss: -0.36056468 MI_loss: 21.786655 Detection error: 0.009794294834136963 time: 10:58:14.098486
- B/E: 144 / 266 , Gen_loss: -0.3453864 MI_loss: 20.968485 Detection error: 0.009806036949157715 time: 10:58:14.968207
- B/E: 145 / 266 , Gen_loss: -0.3599401 MI_loss: 21.812513 Detection error: 0.009808659553527832 time: 10:58:15.853870
- B/E: 146 / 266 , Gen_loss: -0.35552764 MI_loss: 21.621954 Detection error: 0.009810566902160645 time: 10:58:16.776277
- B/E: 147 / 266 , Gen_loss: -0.3642674 MI_loss: 22.147396 Detection error: 0.009811043739318848 time: 10:58:17.673449
- B/E: 148 / 266 , Gen_loss: -0.35707024 MI_loss: 21.564878 Detection error: 0.009815633296966553 time: 10:58:18.570558
- B/E: 149 / 266 , Gen_loss: -0.36994624 MI_loss: 22.426271 Detection error: 0.009819567203521729 time: 10:58:19.469112
-
- Test Loss: 10.26125 Test Error: 0.010658323764801025
- -----
- EPOCH: 267
- B/E: 0 / 267 , Gen_loss: -0.35092464 MI_loss: 21.266634 Detection error: 0.010249972343444824 time: 10:58:21.423014
- B/E: 1 / 267 , Gen_loss: -0.35450345 MI_loss: 21.408163 Detection error: 0.010203123092651367 time: 10:59:02.636983
- B/E: 2 / 267 , Gen_loss: -0.35950696 MI_loss: 21.679352 Detection error: 0.009635388851165771 time: 10:59:03.554776
- B/E: 3 / 267 , Gen_loss: -0.3521496 MI_loss: 21.360966 Detection error: 0.009648442268371582 time: 10:59:04.476149
- B/E: 4 / 267 , Gen_loss: -0.36927903 MI_loss: 22.394773 Detection error: 0.009656250476837158 time: 10:59:05.378382
- B/E: 5 / 267 , Gen_loss: -0.35262695 MI_loss: 21.65774 Detection error: 0.009760439395904541 time: 10:59:06.372311
- B/E: 6 / 267 , Gen_loss: -0.36251068 MI_loss: 21.985779 Detection error: 0.009785711765289307 time: 10:59:07.257436
- B/E: 7 / 267 , Gen_loss: -0.35353506 MI_loss: 21.169636 Detection error: 0.009781241416931152 time: 10:59:08.140156
- B/E: 8 / 267 , Gen_loss: -0.36553377 MI_loss: 22.203346 Detection error: 0.009746551513671875 time: 10:59:09.036153
- B/E: 9 / 267 , Gen_loss: -0.35357633 MI_loss: 21.511984 Detection error: 0.009659349918365479 time: 10:59:09.922650
- B/E: 10 / 267 , Gen_loss: -0.35962456 MI_loss: 21.818226 Detection error: 0.009752869606018066 time: 10:59:10.806136
- B/E: 11 / 267 , Gen_loss: -0.35464215 MI_loss: 21.43683 Detection error: 0.009773433208465576 time: 10:59:11.724264
- B/E: 12 / 267 , Gen_loss: -0.36414254 MI_loss: 22.119238 Detection error: 0.009846150875091553 time: 10:59:12.618909
- B/E: 13 / 267 , Gen_loss: -0.3652888 MI_loss: 22.145597 Detection error: 0.009857118129730225 time: 10:59:13.505274
- B/E: 14 / 267 , Gen_loss: -0.36106354 MI_loss: 21.775156 Detection error: 0.009806275367736816 time: 10:59:14.415048
- B/E: 15 / 267 , Gen_loss: -0.35423577 MI_loss: 21.508419 Detection error: 0.009802758693695068 time: 10:59:15.305259
- B/E: 16 / 267 , Gen_loss: -0.36400142 MI_loss: 21.97188 Detection error: 0.009779393672943115 time: 10:59:16.121538
- B/E: 17 / 267 , Gen_loss: -0.3579101 MI_loss: 21.710007 Detection error: 0.009763896465301514 time: 10:59:17.017119
- B/E: 18 / 267 , Gen_loss: -0.35449207 MI_loss: 21.446384 Detection error: 0.009746730327606201 time: 10:59:17.903011
- B/E: 19 / 267 , Gen_loss: -0.3662127 MI_loss: 22.191875 Detection error: 0.00972658395767212 time: 10:59:18.788636
- B/E: 20 / 267 , Gen_loss: -0.37088802 MI_loss: 22.544262 Detection error: 0.009775280952453613 time: 10:59:19.767219
- B/E: 21 / 267 , Gen_loss: -0.35597426 MI_loss: 21.506943 Detection error: 0.009782671928405762 time: 10:59:20.655186
- B/E: 22 / 267 , Gen_loss: -0.3635071 MI_loss: 21.934488 Detection error: 0.009758174419403076 time: 10:59:21.539138
- B/E: 23 / 267 , Gen_loss: -0.36603215 MI_loss: 22.07083 Detection error: 0.00974738597869873 time: 10:59:22.424018
- B/E: 24 / 267 , Gen_loss: -0.3597015 MI_loss: 21.896013 Detection error: 0.00975877046585083 time: 10:59:23.311414
- B/E: 25 / 267 , Gen_loss: -0.35702637 MI_loss: 21.575531 Detection error: 0.009788453578948975 time: 10:59:24.192226
- B/E: 26 / 267 , Gen_loss: -0.35323647 MI_loss: 21.512806 Detection error: 0.009833335876464844 time: 10:59:25.075819
- B/E: 27 / 267 , Gen_loss: -0.3569633 MI_loss: 21.862318 Detection error: 0.009833693504333496 time: 10:59:25.962854
- B/E: 28 / 267 , Gen_loss: -0.3590493 MI_loss: 21.657627 Detection error: 0.009849131107330322 time: 10:59:26.856304
- B/E: 29 / 267 , Gen_loss: -0.35609806 MI_loss: 21.702139 Detection error: 0.009861469268798828 time: 10:59:27.735295
- B/E: 30 / 267 , Gen_loss: -0.35432222 MI_loss: 21.516628 Detection error: 0.009843766689300537 time: 10:59:28.617277
- B/E: 31 / 267 , Gen_loss: -0.3553072 MI_loss: 21.372921 Detection error: 0.00981837511062622 time: 10:59:29.508905
- B/E: 32 / 267 , Gen_loss: -0.35357574 MI_loss: 21.514816 Detection error: 0.009826719760894775 time: 10:59:30.393596
- B/E: 33 / 267 , Gen_loss: -0.35710996 MI_loss: 21.731869 Detection error: 0.009804248809814453 time: 10:59:31.275890
- B/E: 34 / 267 , Gen_loss: -0.35221133 MI_loss: 21.365944 Detection error: 0.009811580181121826 time: 10:59:32.162027
- B/E: 35 / 267 , Gen_loss: -0.35814327 MI_loss: 21.794931 Detection error: 0.00978386402130127 time: 10:59:33.047299
- B/E: 36 / 267 , Gen_loss: -0.37239274 MI_loss: 22.4846 Detection error: 0.009794771671295166 time: 10:59:34.013004
- B/E: 37 / 267 , Gen_loss: -0.354016 MI_loss: 21.343533 Detection error: 0.009791135787963867 time: 10:59:34.899265
- B/E: 38 / 267 , Gen_loss: -0.35736287 MI_loss: 21.66933 Detection error: 0.009810090065002441 time: 10:59:35.780303
- B/E: 39 / 267 , Gen_loss: -0.3670497 MI_loss: 22.1848 Detection error: 0.009793758392333984 time: 10:59:36.656581
- B/E: 40 / 267 , Gen_loss: -0.35685617 MI_loss: 21.608402 Detection error: 0.009788870811462402 time: 10:59:37.543072
- B/E: 41 / 267 , Gen_loss: -0.35189816 MI_loss: 21.48246 Detection error: 0.009787201881408691 time: 10:59:38.424378
- B/E: 42 / 267 , Gen_loss: -0.36266708 MI_loss: 21.985004 Detection error: 0.009778320789337158 time: 10:59:39.304583
- B/E: 43 / 267 , Gen_loss: -0.3572478 MI_loss: 21.415264 Detection error: 0.009780526161193848 time: 10:59:40.188385
- B/E: 44 / 267 , Gen_loss: -0.3565328 MI_loss: 21.711037 Detection error: 0.009798586368560791 time: 10:59:41.066827
- B/E: 45 / 267 , Gen_loss: -0.36177537 MI_loss: 21.998098 Detection error: 0.00979757308959961 time: 10:59:41.894573
- B/E: 46 / 267 , Gen_loss: -0.3565093 MI_loss: 21.504593 Detection error: 0.009807825088500977 time: 10:59:42.682510
- B/E: 47 / 267 , Gen_loss: -0.36513937 MI_loss: 21.977379 Detection error: 0.009807944297790527 time: 10:59:43.511320
- B/E: 48 / 267 , Gen_loss: -0.35622078 MI_loss: 21.48509 Detection error: 0.009813129901885986 time: 10:59:44.280641
- B/E: 49 / 267 , Gen_loss: -0.34801713 MI_loss: 21.115993 Detection error: 0.009826898574829102 time: 10:59:45.143647
- B/E: 50 / 267 , Gen_loss: -0.35821882 MI_loss: 21.816118 Detection error: 0.009830892086029053 time: 10:59:45.998512
- B/E: 51 / 267 , Gen_loss: -0.3563304 MI_loss: 21.638714 Detection error: 0.009834110736846924 time: 10:59:46.772348
- B/E: 52 / 267 , Gen_loss: -0.36242676 MI_loss: 21.958258 Detection error: 0.009833753108978271 time: 10:59:47.618059
- B/E: 53 / 267 , Gen_loss: -0.35842082 MI_loss: 21.726067 Detection error: 0.009841442108154297 time: 10:59:48.386853
- B/E: 54 / 267 , Gen_loss: -0.36203218 MI_loss: 22.040104 Detection error: 0.009839773178100586 time: 10:59:49.292059
- B/E: 55 / 267 , Gen_loss: -0.35113788 MI_loss: 21.204014 Detection error: 0.00982201099395752 time: 10:59:50.171952
- B/E: 56 / 267 , Gen_loss: -0.35866582 MI_loss: 21.667334 Detection error: 0.00981360673904419 time: 10:59:51.050950
- B/E: 57 / 267 , Gen_loss: -0.3633236 MI_loss: 21.926258 Detection error: 0.009805500507354736 time: 10:59:51.958354
- B/E: 58 / 267 , Gen_loss: -0.3598846 MI_loss: 21.852201 Detection error: 0.009799778461456299 time: 10:59:52.843190
- B/E: 59 / 267 , Gen_loss: -0.360391 MI_loss: 21.767223 Detection error: 0.009808838367462158 time: 10:59:53.724084
- B/E: 60 / 267 , Gen_loss: -0.36641118 MI_loss: 22.196493 Detection error: 0.009804844856262207 time: 10:59:54.625265
- B/E: 61 / 267 , Gen_loss: -0.3502386 MI_loss: 21.043602 Detection error: 0.009806931018829346 time: 10:59:55.502378
- B/E: 62 / 267 , Gen_loss: -0.36658373 MI_loss: 22.297882 Detection error: 0.009813964366912842 time: 10:59:56.300652
- B/E: 63 / 267 , Gen_loss: -0.3568274 MI_loss: 21.645306 Detection error: 0.009809553623199463 time: 10:59:57.172957
- B/E: 64 / 267 , Gen_loss: -0.35796532 MI_loss: 21.812986 Detection error: 0.009804785251617432 time: 10:59:58.056581
- B/E: 65 / 267 , Gen_loss: -0.36012825 MI_loss: 21.891548 Detection error: 0.00981062650680542 time: 10:59:58.935997
- B/E: 66 / 267 , Gen_loss: -0.36996058 MI_loss: 22.281404 Detection error: 0.009805500507354736 time: 10:59:59.817836
- B/E: 67 / 267 , Gen_loss: -0.36897933 MI_loss: 22.278925 Detection error: 0.009795963764190674 time: 11:00:00.701616
- B/E: 68 / 267 , Gen_loss: -0.36113393 MI_loss: 21.837347 Detection error: 0.009797990322113037 time: 11:00:01.680509
- B/E: 69 / 267 , Gen_loss: -0.36497283 MI_loss: 22.245224 Detection error: 0.00981295108795166 time: 11:00:02.560066
- B/E: 70 / 267 , Gen_loss: -0.3667782 MI_loss: 22.25088 Detection error: 0.009808540344238281 time: 11:00:03.439989
- B/E: 71 / 267 , Gen_loss: -0.35873443 MI_loss: 21.763962 Detection error: 0.00980687141418457 time: 11:00:04.332401
- B/E: 72 / 267 , Gen_loss: -0.3511083 MI_loss: 21.374384 Detection error: 0.009807348251342773 time: 11:00:05.217744
- B/E: 73 / 267 , Gen_loss: -0.36135253 MI_loss: 21.815311 Detection error: 0.009796857833862305 time: 11:00:06.095802
- B/E: 74 / 267 , Gen_loss: -0.36595765 MI_loss: 22.1954 Detection error: 0.00979834794998169 time: 11:00:06.989471
- B/E: 75 / 267 , Gen_loss: -0.36265537 MI_loss: 21.953365 Detection error: 0.009791970252990723 time: 11:00:07.872464
- B/E: 76 / 267 , Gen_loss: -0.36058027 MI_loss: 21.844883 Detection error: 0.009799540042877197 time: 11:00:08.765331
- B/E: 77 / 267 , Gen_loss: -0.35306048 MI_loss: 21.36589 Detection error: 0.009791672229766846 time: 11:00:09.651492
- B/E: 78 / 267 , Gen_loss: -0.35459778 MI_loss: 21.272772 Detection error: 0.00978994369506836 time: 11:00:10.532965
- B/E: 79 / 267 , Gen_loss: -0.36560866 MI_loss: 22.085835 Detection error: 0.009796857833862305 time: 11:00:11.410322
- B/E: 80 / 267 , Gen_loss: -0.35697052 MI_loss: 21.775463 Detection error: 0.009814441204071045 time: 11:00:12.294573
- B/E: 81 / 267 , Gen_loss: -0.3590291 MI_loss: 21.740543 Detection error: 0.00979989767074585 time: 11:00:13.173794
- B/E: 82 / 267 , Gen_loss: -0.35836798 MI_loss: 21.71785 Detection error: 0.009796321392059326 time: 11:00:14.057446
- B/E: 83 / 267 , Gen_loss: -0.3502734 MI_loss: 21.188604 Detection error: 0.009797990322113037 time: 11:00:14.939074
- B/E: 84 / 267 , Gen_loss: -0.33811298 MI_loss: 20.642 Detection error: 0.0098000168800354 time: 11:00:15.907483
- B/E: 85 / 267 , Gen_loss: -0.35328245 MI_loss: 21.242483 Detection error: 0.009774327278137207 time: 11:00:16.787960
- B/E: 86 / 267 , Gen_loss: -0.3531524 MI_loss: 21.33855 Detection error: 0.009778380393981934 time: 11:00:17.672712
- B/E: 87 / 267 , Gen_loss: -0.36045074 MI_loss: 21.849869 Detection error: 0.009765625 time: 11:00:18.561072
- B/E: 88 / 267 , Gen_loss: -0.36123762 MI_loss: 21.791222 Detection error: 0.0097542405128479 time: 11:00:19.443025
- B/E: 89 / 267 , Gen_loss: -0.36694038 MI_loss: 22.376833 Detection error: 0.009767353534698486 time: 11:00:20.327921
- B/E: 90 / 267 , Gen_loss: -0.36240667 MI_loss: 21.863134 Detection error: 0.009761333465576172 time: 11:00:21.147003
- B/E: 91 / 267 , Gen_loss: -0.34949148 MI_loss: 21.3201 Detection error: 0.009769678115844727 time: 11:00:21.918113
- B/E: 92 / 267 , Gen_loss: -0.349117 MI_loss: 21.217829 Detection error: 0.009757757186889648 time: 11:00:22.718314
- B/E: 93 / 267 , Gen_loss: -0.34542754 MI_loss: 21.07613 Detection error: 0.00975733995437622 time: 11:00:23.491921
- B/E: 94 / 267 , Gen_loss: -0.36279196 MI_loss: 22.06086 Detection error: 0.009765446186065674 time: 11:00:24.266338
- B/E: 95 / 267 , Gen_loss: -0.35131702 MI_loss: 21.425087 Detection error: 0.009776711463928223 time: 11:00:25.050247
- B/E: 96 / 267 , Gen_loss: -0.36132115 MI_loss: 21.817123 Detection error: 0.009773194789886475 time: 11:00:25.842160
- B/E: 97 / 267 , Gen_loss: -0.3588804 MI_loss: 21.782703 Detection error: 0.009769141674041748 time: 11:00:26.614321
- B/E: 98 / 267 , Gen_loss: -0.36458096 MI_loss: 22.06041 Detection error: 0.009758830070495605 time: 11:00:27.400095
- B/E: 99 / 267 , Gen_loss: -0.3541418 MI_loss: 21.476982 Detection error: 0.009757518768310547 time: 11:00:28.176165
- B/E: 100 / 267 , Gen_loss: -0.3558759 MI_loss: 21.670485 Detection error: 0.00976020097732544 time: 11:00:29.118836
- B/E: 101 / 267 , Gen_loss: -0.36261088 MI_loss: 22.11469 Detection error: 0.00976717472076416 time: 11:00:30.010282
- B/E: 102 / 267 , Gen_loss: -0.358667 MI_loss: 21.744915 Detection error: 0.009765148162841797 time: 11:00:30.893080
- B/E: 103 / 267 , Gen_loss: -0.35926312 MI_loss: 21.735634 Detection error: 0.009762048721313477 time: 11:00:31.772297
- B/E: 104 / 267 , Gen_loss: -0.35491154 MI_loss: 21.433567 Detection error: 0.00976252555847168 time: 11:00:32.702171
- B/E: 105 / 267 , Gen_loss: -0.36228755 MI_loss: 21.91918 Detection error: 0.009762108325958252 time: 11:00:33.592535
- B/E: 106 / 267 , Gen_loss: -0.36424747 MI_loss: 22.12092 Detection error: 0.009765207767486572 time: 11:00:34.469840
- B/E: 107 / 267 , Gen_loss: -0.3604164 MI_loss: 21.854576 Detection error: 0.00976419448852539 time: 11:00:35.260314
- B/E: 108 / 267 , Gen_loss: -0.35791582 MI_loss: 21.648628 Detection error: 0.009766638278961182 time: 11:00:36.058172
- B/E: 109 / 267 , Gen_loss: -0.3543778 MI_loss: 21.508404 Detection error: 0.009764492511749268 time: 11:00:36.834215
- B/E: 110 / 267 , Gen_loss: -0.35900897 MI_loss: 21.740347 Detection error: 0.009758174419403076 time: 11:00:37.603428
- B/E: 111 / 267 , Gen_loss: -0.36369628 MI_loss: 22.055328 Detection error: 0.009756147861480713 time: 11:00:38.375328
- B/E: 112 / 267 , Gen_loss: -0.35651416 MI_loss: 21.585445 Detection error: 0.009757757186889648 time: 11:00:39.252623
- B/E: 113 / 267 , Gen_loss: -0.3440294 MI_loss: 20.896 Detection error: 0.009760677814483643 time: 11:00:40.139554
- B/E: 114 / 267 , Gen_loss: -0.35924163 MI_loss: 21.904665 Detection error: 0.009759247303009033 time: 11:00:41.023736
- B/E: 115 / 267 , Gen_loss: -0.36648914 MI_loss: 22.213373 Detection error: 0.00975567102432251 time: 11:00:41.910654
- B/E: 116 / 267 , Gen_loss: -0.3631052 MI_loss: 22.077879 Detection error: 0.009755849838256836 time: 11:00:42.892439
- B/E: 117 / 267 , Gen_loss: -0.349916 MI_loss: 21.235283 Detection error: 0.009755849838256836 time: 11:00:43.772110
- B/E: 118 / 267 , Gen_loss: -0.35875013 MI_loss: 21.8233 Detection error: 0.009752869606018066 time: 11:00:44.652361
- B/E: 119 / 267 , Gen_loss: -0.3660529 MI_loss: 22.184956 Detection error: 0.00974273681640625 time: 11:00:45.530575
- B/E: 120 / 267 , Gen_loss: -0.35446537 MI_loss: 21.50044 Detection error: 0.009745895862579346 time: 11:00:46.410523
- B/E: 121 / 267 , Gen_loss: -0.36324012 MI_loss: 22.106834 Detection error: 0.009748697280883789 time: 11:00:47.294187
- B/E: 122 / 267 , Gen_loss: -0.36379746 MI_loss: 21.991306 Detection error: 0.009741127490997314 time: 11:00:48.178034
- B/E: 123 / 267 , Gen_loss: -0.36028597 MI_loss: 22.023643 Detection error: 0.009735405445098877 time: 11:00:49.082943
- B/E: 124 / 267 , Gen_loss: -0.35776746 MI_loss: 21.724163 Detection error: 0.00973498821258545 time: 11:00:49.967986
- B/E: 125 / 267 , Gen_loss: -0.35701555 MI_loss: 21.791685 Detection error: 0.00973808765411377 time: 11:00:50.850703
- B/E: 126 / 267 , Gen_loss: -0.36138466 MI_loss: 21.839558 Detection error: 0.00974804162979126 time: 11:00:51.732192
- B/E: 127 / 267 , Gen_loss: -0.356738 MI_loss: 21.645176 Detection error: 0.009747564792633057 time: 11:00:52.614222
- B/E: 128 / 267 , Gen_loss: -0.35729045 MI_loss: 21.588112 Detection error: 0.00975048542022705 time: 11:00:53.501363
- B/E: 129 / 267 , Gen_loss: -0.36597565 MI_loss: 22.20907 Detection error: 0.00975722074508667 time: 11:00:54.386011
- B/E: 130 / 267 , Gen_loss: -0.35246253 MI_loss: 21.374626 Detection error: 0.00976574420928955 time: 11:00:55.265262
- B/E: 131 / 267 , Gen_loss: -0.35511658 MI_loss: 21.446766 Detection error: 0.009769678115844727 time: 11:00:56.152685
- B/E: 132 / 267 , Gen_loss: -0.3703356 MI_loss: 22.539759 Detection error: 0.009766697883605957 time: 11:00:57.121426
- B/E: 133 / 267 , Gen_loss: -0.3688178 MI_loss: 22.242409 Detection error: 0.009772837162017822 time: 11:00:58.006269
- B/E: 134 / 267 , Gen_loss: -0.3524568 MI_loss: 21.363762 Detection error: 0.009772241115570068 time: 11:00:58.892702
- B/E: 135 / 267 , Gen_loss: -0.36015636 MI_loss: 21.840595 Detection error: 0.009775757789611816 time: 11:00:59.773615
- B/E: 136 / 267 , Gen_loss: -0.35966158 MI_loss: 21.88806 Detection error: 0.009778082370758057 time: 11:01:00.657060
- B/E: 137 / 267 , Gen_loss: -0.3546225 MI_loss: 21.578808 Detection error: 0.00978010892868042 time: 11:01:01.468354
- B/E: 138 / 267 , Gen_loss: -0.36370093 MI_loss: 22.03647 Detection error: 0.00978708267211914 time: 11:01:02.256588
- B/E: 139 / 267 , Gen_loss: -0.36097512 MI_loss: 21.911125 Detection error: 0.009792208671569824 time: 11:01:03.029218
- B/E: 140 / 267 , Gen_loss: -0.35918835 MI_loss: 21.865704 Detection error: 0.009789228439331055 time: 11:01:03.802091
- B/E: 141 / 267 , Gen_loss: -0.37165534 MI_loss: 22.444246 Detection error: 0.009784579277038574 time: 11:01:04.698601
- B/E: 142 / 267 , Gen_loss: -0.35666588 MI_loss: 21.64722 Detection error: 0.00978541374206543 time: 11:01:05.582062
- B/E: 143 / 267 , Gen_loss: -0.3631386 MI_loss: 22.050888 Detection error: 0.009783446788787842 time: 11:01:06.458899
- B/E: 144 / 267 , Gen_loss: -0.36216336 MI_loss: 21.951555 Detection error: 0.009796142578125 time: 11:01:07.341214
- B/E: 145 / 267 , Gen_loss: -0.3628164 MI_loss: 22.065329 Detection error: 0.009798169136047363 time: 11:01:08.222968
- B/E: 146 / 267 , Gen_loss: -0.36777338 MI_loss: 22.29063 Detection error: 0.009800195693969727 time: 11:01:09.102316
- B/E: 147 / 267 , Gen_loss: -0.36436236 MI_loss: 22.103596 Detection error: 0.00980067253112793 time: 11:01:09.988182
- B/E: 148 / 267 , Gen_loss: -0.35413224 MI_loss: 21.420048 Detection error: 0.009803712368011475 time: 11:01:10.950524
- B/E: 149 / 267 , Gen_loss: -0.362671 MI_loss: 22.03813 Detection error: 0.009807288646697998 time: 11:01:11.828233
-
- Test Loss: 10.2578 Test Error: 0.01068335771560669
- -----
- EPOCH: 268
- B/E: 0 / 268 , Gen_loss: -0.3644595 MI_loss: 21.982927 Detection error: 0.010093748569488525 time: 11:01:13.712558
- B/E: 1 / 268 , Gen_loss: -0.35179126 MI_loss: 21.2647 Detection error: 0.01012498140335083 time: 11:01:52.051905
- B/E: 2 / 268 , Gen_loss: -0.3516557 MI_loss: 21.314568 Detection error: 0.009489595890045166 time: 11:01:52.979147
- B/E: 3 / 268 , Gen_loss: -0.35711735 MI_loss: 21.690655 Detection error: 0.009593725204467773 time: 11:01:53.881223
- B/E: 4 / 268 , Gen_loss: -0.36840543 MI_loss: 22.319843 Detection error: 0.009656250476837158 time: 11:01:54.762428
- B/E: 5 / 268 , Gen_loss: -0.36637744 MI_loss: 22.226456 Detection error: 0.009677112102508545 time: 11:01:55.654458
- B/E: 6 / 268 , Gen_loss: -0.35819033 MI_loss: 21.776102 Detection error: 0.009709835052490234 time: 11:01:56.536865
- B/E: 7 / 268 , Gen_loss: -0.35436264 MI_loss: 21.544971 Detection error: 0.009847640991210938 time: 11:01:57.421720
- B/E: 8 / 268 , Gen_loss: -0.36431924 MI_loss: 22.085476 Detection error: 0.009750008583068848 time: 11:01:58.300735
- B/E: 9 / 268 , Gen_loss: -0.3683809 MI_loss: 22.357285 Detection error: 0.009715616703033447 time: 11:01:59.184588
- B/E: 10 / 268 , Gen_loss: -0.3589542 MI_loss: 21.798508 Detection error: 0.009778380393981934 time: 11:02:00.169266
- B/E: 11 / 268 , Gen_loss: -0.365324 MI_loss: 22.09325 Detection error: 0.00978386402130127 time: 11:02:01.055530
- B/E: 12 / 268 , Gen_loss: -0.36271966 MI_loss: 22.10257 Detection error: 0.009862959384918213 time: 11:02:01.939775
- B/E: 13 / 268 , Gen_loss: -0.35919 MI_loss: 21.666039 Detection error: 0.009830355644226074 time: 11:02:02.824597
- B/E: 14 / 268 , Gen_loss: -0.3659843 MI_loss: 22.083893 Detection error: 0.009831249713897705 time: 11:02:03.710737
- B/E: 15 / 268 , Gen_loss: -0.36382824 MI_loss: 22.019918 Detection error: 0.009832024574279785 time: 11:02:04.593180
- B/E: 16 / 268 , Gen_loss: -0.36241415 MI_loss: 21.779367 Detection error: 0.009808838367462158 time: 11:02:05.485334
- B/E: 17 / 268 , Gen_loss: -0.36023435 MI_loss: 21.915545 Detection error: 0.009803831577301025 time: 11:02:06.372997
- B/E: 18 / 268 , Gen_loss: -0.35826626 MI_loss: 21.551254 Detection error: 0.009763181209564209 time: 11:02:07.256063
- B/E: 19 / 268 , Gen_loss: -0.3664072 MI_loss: 22.344797 Detection error: 0.009750008583068848 time: 11:02:08.153677
- B/E: 20 / 268 , Gen_loss: -0.3632035 MI_loss: 21.92466 Detection error: 0.009815454483032227 time: 11:02:09.041572
- B/E: 21 / 268 , Gen_loss: -0.35837838 MI_loss: 21.922136 Detection error: 0.009839475154876709 time: 11:02:09.922350
- B/E: 22 / 268 , Gen_loss: -0.3579464 MI_loss: 21.565622 Detection error: 0.009801626205444336 time: 11:02:10.806278
- B/E: 23 / 268 , Gen_loss: -0.3566384 MI_loss: 21.631407 Detection error: 0.009795546531677246 time: 11:02:11.690808
- B/E: 24 / 268 , Gen_loss: -0.36253843 MI_loss: 22.03814 Detection error: 0.009792506694793701 time: 11:02:12.572601
- B/E: 25 / 268 , Gen_loss: -0.34888977 MI_loss: 21.086252 Detection error: 0.00981128215789795 time: 11:02:13.524916
- B/E: 26 / 268 , Gen_loss: -0.3606097 MI_loss: 21.943546 Detection error: 0.009856462478637695 time: 11:02:14.299522
- B/E: 27 / 268 , Gen_loss: -0.35950038 MI_loss: 21.773495 Detection error: 0.0098649263381958 time: 11:02:15.088098
- B/E: 28 / 268 , Gen_loss: -0.35951015 MI_loss: 21.79687 Detection error: 0.00987178087234497 time: 11:02:15.858838
- B/E: 29 / 268 , Gen_loss: -0.35554495 MI_loss: 21.641562 Detection error: 0.009892702102661133 time: 11:02:16.630358
- B/E: 30 / 268 , Gen_loss: -0.36060092 MI_loss: 21.890297 Detection error: 0.009853839874267578 time: 11:02:17.410365
- B/E: 31 / 268 , Gen_loss: -0.35588944 MI_loss: 21.521965 Detection error: 0.009840846061706543 time: 11:02:18.208640
- B/E: 32 / 268 , Gen_loss: -0.35559148 MI_loss: 21.745802 Detection error: 0.00984281301498413 time: 11:02:18.987378
- B/E: 33 / 268 , Gen_loss: -0.3583938 MI_loss: 21.626904 Detection error: 0.009821712970733643 time: 11:02:19.756663
- B/E: 34 / 268 , Gen_loss: -0.34946275 MI_loss: 21.199402 Detection error: 0.009827673435211182 time: 11:02:20.527500
- B/E: 35 / 268 , Gen_loss: -0.3625621 MI_loss: 21.94493 Detection error: 0.009797751903533936 time: 11:02:21.296703
- B/E: 36 / 268 , Gen_loss: -0.36807552 MI_loss: 22.270866 Detection error: 0.009803235530853271 time: 11:02:22.085331
- B/E: 37 / 268 , Gen_loss: -0.36316836 MI_loss: 21.901102 Detection error: 0.00979524850845337 time: 11:02:22.866375
- B/E: 38 / 268 , Gen_loss: -0.35843363 MI_loss: 21.738028 Detection error: 0.009814083576202393 time: 11:02:23.638352
- B/E: 39 / 268 , Gen_loss: -0.35918465 MI_loss: 21.625526 Detection error: 0.009806275367736816 time: 11:02:24.412986
- B/E: 40 / 268 , Gen_loss: -0.362147 MI_loss: 21.955372 Detection error: 0.009794235229492188 time: 11:02:25.183087
- B/E: 41 / 268 , Gen_loss: -0.36022624 MI_loss: 21.802078 Detection error: 0.009782731533050537 time: 11:02:26.125594
- B/E: 42 / 268 , Gen_loss: -0.37060082 MI_loss: 22.526188 Detection error: 0.009795784950256348 time: 11:02:27.002375
- B/E: 43 / 268 , Gen_loss: -0.36351734 MI_loss: 21.953209 Detection error: 0.009790480136871338 time: 11:02:27.884886
- B/E: 44 / 268 , Gen_loss: -0.36076432 MI_loss: 22.113585 Detection error: 0.009793758392333984 time: 11:02:28.773593
- B/E: 45 / 268 , Gen_loss: -0.3658386 MI_loss: 22.264795 Detection error: 0.00980842113494873 time: 11:02:29.615850
- B/E: 46 / 268 , Gen_loss: -0.3580157 MI_loss: 21.76835 Detection error: 0.009817838668823242 time: 11:02:30.384458
- B/E: 47 / 268 , Gen_loss: -0.36625057 MI_loss: 22.210905 Detection error: 0.009820938110351562 time: 11:02:31.157180
- B/E: 48 / 268 , Gen_loss: -0.35762286 MI_loss: 21.533337 Detection error: 0.009835481643676758 time: 11:02:31.957055
- B/E: 49 / 268 , Gen_loss: -0.35603285 MI_loss: 21.55853 Detection error: 0.009838104248046875 time: 11:02:32.837786
- B/E: 50 / 268 , Gen_loss: -0.35134307 MI_loss: 21.443974 Detection error: 0.009845614433288574 time: 11:02:33.720265
- B/E: 51 / 268 , Gen_loss: -0.3757052 MI_loss: 22.748344 Detection error: 0.009847939014434814 time: 11:02:34.646192
- B/E: 52 / 268 , Gen_loss: -0.36147806 MI_loss: 21.843822 Detection error: 0.009848475456237793 time: 11:02:35.527111
- B/E: 53 / 268 , Gen_loss: -0.35793194 MI_loss: 21.493431 Detection error: 0.00985938310623169 time: 11:02:36.406443
- B/E: 54 / 268 , Gen_loss: -0.35495886 MI_loss: 21.504593 Detection error: 0.009860813617706299 time: 11:02:37.286469
- B/E: 55 / 268 , Gen_loss: -0.3656406 MI_loss: 22.31776 Detection error: 0.009840965270996094 time: 11:02:38.095196
- B/E: 56 / 268 , Gen_loss: -0.36141065 MI_loss: 21.742468 Detection error: 0.009828925132751465 time: 11:02:38.877987
- B/E: 57 / 268 , Gen_loss: -0.35805345 MI_loss: 21.723196 Detection error: 0.0098114013671875 time: 11:02:39.822813
- B/E: 58 / 268 , Gen_loss: -0.36380342 MI_loss: 22.043364 Detection error: 0.009806156158447266 time: 11:02:40.709983
- B/E: 59 / 268 , Gen_loss: -0.35898095 MI_loss: 21.864113 Detection error: 0.009824991226196289 time: 11:02:41.536601
- B/E: 60 / 268 , Gen_loss: -0.36351374 MI_loss: 22.042166 Detection error: 0.009814023971557617 time: 11:02:42.345629
- B/E: 61 / 268 , Gen_loss: -0.35314798 MI_loss: 21.442244 Detection error: 0.009819567203521729 time: 11:02:43.165705
- B/E: 62 / 268 , Gen_loss: -0.3564229 MI_loss: 21.52153 Detection error: 0.009820938110351562 time: 11:02:43.994360
- B/E: 63 / 268 , Gen_loss: -0.367509 MI_loss: 22.271706 Detection error: 0.009820342063903809 time: 11:02:44.816687
- B/E: 64 / 268 , Gen_loss: -0.36285728 MI_loss: 22.052715 Detection error: 0.009812474250793457 time: 11:02:45.646753
- B/E: 65 / 268 , Gen_loss: -0.3629622 MI_loss: 21.883604 Detection error: 0.009817242622375488 time: 11:02:46.472989
- B/E: 66 / 268 , Gen_loss: -0.36973387 MI_loss: 22.351912 Detection error: 0.00980597734451294 time: 11:02:47.284530
- B/E: 67 / 268 , Gen_loss: -0.36339638 MI_loss: 21.94257 Detection error: 0.009806513786315918 time: 11:02:48.095450
- B/E: 68 / 268 , Gen_loss: -0.35982886 MI_loss: 21.74583 Detection error: 0.009806156158447266 time: 11:02:48.961405
- B/E: 69 / 268 , Gen_loss: -0.35872096 MI_loss: 21.578087 Detection error: 0.009813845157623291 time: 11:02:49.848627
- B/E: 70 / 268 , Gen_loss: -0.36578754 MI_loss: 22.116673 Detection error: 0.009805440902709961 time: 11:02:50.730535
- B/E: 71 / 268 , Gen_loss: -0.35997665 MI_loss: 21.902077 Detection error: 0.009811639785766602 time: 11:02:51.612425
- B/E: 72 / 268 , Gen_loss: -0.3718992 MI_loss: 22.688555 Detection error: 0.009810388088226318 time: 11:02:52.426662
- B/E: 73 / 268 , Gen_loss: -0.36043572 MI_loss: 21.989197 Detection error: 0.009807825088500977 time: 11:02:53.276312
- B/E: 74 / 268 , Gen_loss: -0.3749656 MI_loss: 22.749985 Detection error: 0.009803354740142822 time: 11:02:54.067628
- B/E: 75 / 268 , Gen_loss: -0.35732663 MI_loss: 21.6665 Detection error: 0.009800553321838379 time: 11:02:54.844360
- B/E: 76 / 268 , Gen_loss: -0.35635877 MI_loss: 21.721424 Detection error: 0.009807229042053223 time: 11:02:55.713360
- B/E: 77 / 268 , Gen_loss: -0.3566566 MI_loss: 21.691668 Detection error: 0.009801685810089111 time: 11:02:56.603207
- B/E: 78 / 268 , Gen_loss: -0.3609188 MI_loss: 21.744415 Detection error: 0.009798645973205566 time: 11:02:57.479919
- B/E: 79 / 268 , Gen_loss: -0.3602465 MI_loss: 21.898579 Detection error: 0.009806275367736816 time: 11:02:58.364565
- B/E: 80 / 268 , Gen_loss: -0.3547831 MI_loss: 21.508127 Detection error: 0.009817898273468018 time: 11:02:59.247358
- B/E: 81 / 268 , Gen_loss: -0.35496163 MI_loss: 21.290218 Detection error: 0.009810984134674072 time: 11:03:00.124697
- B/E: 82 / 268 , Gen_loss: -0.35478932 MI_loss: 21.46231 Detection error: 0.009809136390686035 time: 11:03:01.011119
- B/E: 83 / 268 , Gen_loss: -0.35947537 MI_loss: 21.789846 Detection error: 0.009806156158447266 time: 11:03:01.893423
- B/E: 84 / 268 , Gen_loss: -0.36038956 MI_loss: 21.974361 Detection error: 0.009807705879211426 time: 11:03:02.778436
- B/E: 85 / 268 , Gen_loss: -0.35930863 MI_loss: 21.701077 Detection error: 0.009787797927856445 time: 11:03:03.661061
- B/E: 86 / 268 , Gen_loss: -0.3662302 MI_loss: 22.266037 Detection error: 0.009785890579223633 time: 11:03:04.548993
- B/E: 87 / 268 , Gen_loss: -0.35806105 MI_loss: 21.55158 Detection error: 0.009779810905456543 time: 11:03:05.432281
- B/E: 88 / 268 , Gen_loss: -0.36982802 MI_loss: 22.291386 Detection error: 0.009765446186065674 time: 11:03:06.335459
- B/E: 89 / 268 , Gen_loss: -0.358232 MI_loss: 21.80052 Detection error: 0.009773969650268555 time: 11:03:07.303025
- B/E: 90 / 268 , Gen_loss: -0.36670187 MI_loss: 22.17456 Detection error: 0.009774386882781982 time: 11:03:08.163537
- B/E: 91 / 268 , Gen_loss: -0.358148 MI_loss: 21.867445 Detection error: 0.009781241416931152 time: 11:03:08.946210
- B/E: 92 / 268 , Gen_loss: -0.35790733 MI_loss: 21.560532 Detection error: 0.009766817092895508 time: 11:03:09.849373
- B/E: 93 / 268 , Gen_loss: -0.35862 MI_loss: 21.88707 Detection error: 0.009768307209014893 time: 11:03:10.732468
- B/E: 94 / 268 , Gen_loss: -0.36463064 MI_loss: 22.30805 Detection error: 0.009780585765838623 time: 11:03:11.613293
- B/E: 95 / 268 , Gen_loss: -0.36672825 MI_loss: 22.229107 Detection error: 0.009783506393432617 time: 11:03:12.504339
- B/E: 96 / 268 , Gen_loss: -0.35775793 MI_loss: 21.789719 Detection error: 0.009778320789337158 time: 11:03:13.383662
- B/E: 97 / 268 , Gen_loss: -0.35799274 MI_loss: 21.700878 Detection error: 0.009778380393981934 time: 11:03:14.263161
- B/E: 98 / 268 , Gen_loss: -0.3602443 MI_loss: 21.890934 Detection error: 0.009769856929779053 time: 11:03:15.176408
- B/E: 99 / 268 , Gen_loss: -0.36449832 MI_loss: 22.036919 Detection error: 0.009768128395080566 time: 11:03:16.065959
- B/E: 100 / 268 , Gen_loss: -0.36147285 MI_loss: 21.846428 Detection error: 0.009766995906829834 time: 11:03:16.953759
- B/E: 101 / 268 , Gen_loss: -0.3766601 MI_loss: 22.775322 Detection error: 0.00977236032485962 time: 11:03:17.855192
- B/E: 102 / 268 , Gen_loss: -0.35870475 MI_loss: 21.81838 Detection error: 0.009770631790161133 time: 11:03:18.740080
- B/E: 103 / 268 , Gen_loss: -0.35769102 MI_loss: 21.747423 Detection error: 0.009771943092346191 time: 11:03:19.618591
- B/E: 104 / 268 , Gen_loss: -0.36766446 MI_loss: 22.343203 Detection error: 0.009772300720214844 time: 11:03:20.440247
- B/E: 105 / 268 , Gen_loss: -0.35296804 MI_loss: 21.416563 Detection error: 0.009769439697265625 time: 11:03:21.310290
- B/E: 106 / 268 , Gen_loss: -0.36895952 MI_loss: 22.494598 Detection error: 0.009774267673492432 time: 11:03:22.078917
- B/E: 107 / 268 , Gen_loss: -0.36224312 MI_loss: 21.9826 Detection error: 0.00977027416229248 time: 11:03:22.918192
- B/E: 108 / 268 , Gen_loss: -0.35621077 MI_loss: 21.731749 Detection error: 0.009774088859558105 time: 11:03:23.798650
- B/E: 109 / 268 , Gen_loss: -0.36309975 MI_loss: 22.050604 Detection error: 0.009770452976226807 time: 11:03:24.684295
- B/E: 110 / 268 , Gen_loss: -0.36402953 MI_loss: 21.875034 Detection error: 0.009762942790985107 time: 11:03:25.568540
- B/E: 111 / 268 , Gen_loss: -0.34876406 MI_loss: 21.139996 Detection error: 0.00975644588470459 time: 11:03:26.364246
- B/E: 112 / 268 , Gen_loss: -0.3559655 MI_loss: 21.639145 Detection error: 0.00975942611694336 time: 11:03:27.141567
- B/E: 113 / 268 , Gen_loss: -0.35638955 MI_loss: 21.656696 Detection error: 0.009766161441802979 time: 11:03:27.994994
- B/E: 114 / 268 , Gen_loss: -0.35704845 MI_loss: 21.716454 Detection error: 0.009766876697540283 time: 11:03:28.879217
- B/E: 115 / 268 , Gen_loss: -0.36064383 MI_loss: 21.75091 Detection error: 0.009763181209564209 time: 11:03:29.764272
- B/E: 116 / 268 , Gen_loss: -0.3525908 MI_loss: 21.44691 Detection error: 0.009758830070495605 time: 11:03:30.645287
- B/E: 117 / 268 , Gen_loss: -0.35162452 MI_loss: 21.464302 Detection error: 0.009760856628417969 time: 11:03:31.528742
- B/E: 118 / 268 , Gen_loss: -0.33718833 MI_loss: 20.56221 Detection error: 0.009753167629241943 time: 11:03:32.431775
- B/E: 119 / 268 , Gen_loss: -0.35200563 MI_loss: 21.335232 Detection error: 0.009751558303833008 time: 11:03:33.312454
- B/E: 120 / 268 , Gen_loss: -0.35265413 MI_loss: 21.395407 Detection error: 0.009747684001922607 time: 11:03:34.192467
- B/E: 121 / 268 , Gen_loss: -0.3588282 MI_loss: 21.80894 Detection error: 0.00975102186203003 time: 11:03:35.155699
- B/E: 122 / 268 , Gen_loss: -0.347044 MI_loss: 20.878662 Detection error: 0.009746432304382324 time: 11:03:36.036854
- B/E: 123 / 268 , Gen_loss: -0.36426604 MI_loss: 22.122393 Detection error: 0.009740173816680908 time: 11:03:36.919803
- B/E: 124 / 268 , Gen_loss: -0.35394436 MI_loss: 21.277405 Detection error: 0.009738743305206299 time: 11:03:37.742450
- B/E: 125 / 268 , Gen_loss: -0.35370174 MI_loss: 21.368692 Detection error: 0.009740054607391357 time: 11:03:38.549227
- B/E: 126 / 268 , Gen_loss: -0.36650965 MI_loss: 22.144484 Detection error: 0.009750962257385254 time: 11:03:39.334338
- B/E: 127 / 268 , Gen_loss: -0.35824323 MI_loss: 21.686094 Detection error: 0.009751737117767334 time: 11:03:40.207436
- B/E: 128 / 268 , Gen_loss: -0.36334017 MI_loss: 22.06239 Detection error: 0.00975656509399414 time: 11:03:41.121625
- B/E: 129 / 268 , Gen_loss: -0.35818642 MI_loss: 21.732424 Detection error: 0.009759366512298584 time: 11:03:41.988447
- B/E: 130 / 268 , Gen_loss: -0.3600762 MI_loss: 21.76103 Detection error: 0.00976860523223877 time: 11:03:42.759413
- B/E: 131 / 268 , Gen_loss: -0.35740936 MI_loss: 21.53114 Detection error: 0.009773194789886475 time: 11:03:43.629250
- B/E: 132 / 268 , Gen_loss: -0.3626283 MI_loss: 21.95562 Detection error: 0.009771406650543213 time: 11:03:44.515340
- B/E: 133 / 268 , Gen_loss: -0.3581305 MI_loss: 21.781612 Detection error: 0.00977635383605957 time: 11:03:45.401307
- B/E: 134 / 268 , Gen_loss: -0.3515529 MI_loss: 21.388084 Detection error: 0.009780347347259521 time: 11:03:46.282995
- B/E: 135 / 268 , Gen_loss: -0.357298 MI_loss: 21.442368 Detection error: 0.009781241416931152 time: 11:03:47.168181
- B/E: 136 / 268 , Gen_loss: -0.35749468 MI_loss: 21.715885 Detection error: 0.009780585765838623 time: 11:03:48.075075
- B/E: 137 / 268 , Gen_loss: -0.35888076 MI_loss: 21.731934 Detection error: 0.00978398323059082 time: 11:03:49.034288
- B/E: 138 / 268 , Gen_loss: -0.36079964 MI_loss: 22.054474 Detection error: 0.009785056114196777 time: 11:03:49.919820
- B/E: 139 / 268 , Gen_loss: -0.36095005 MI_loss: 21.862226 Detection error: 0.009793758392333984 time: 11:03:50.801875
- B/E: 140 / 268 , Gen_loss: -0.35941714 MI_loss: 21.882269 Detection error: 0.009791910648345947 time: 11:03:51.683066
- B/E: 141 / 268 , Gen_loss: -0.35790277 MI_loss: 21.59546 Detection error: 0.009788274765014648 time: 11:03:52.568728
- B/E: 142 / 268 , Gen_loss: -0.35829586 MI_loss: 21.69998 Detection error: 0.009787142276763916 time: 11:03:53.457947
- B/E: 143 / 268 , Gen_loss: -0.3766829 MI_loss: 22.791798 Detection error: 0.009784519672393799 time: 11:03:54.352566
- B/E: 144 / 268 , Gen_loss: -0.3585071 MI_loss: 21.796888 Detection error: 0.00979548692703247 time: 11:03:55.232442
- B/E: 145 / 268 , Gen_loss: -0.3480921 MI_loss: 20.97898 Detection error: 0.009801983833312988 time: 11:03:56.148340
- B/E: 146 / 268 , Gen_loss: -0.36991316 MI_loss: 22.385033 Detection error: 0.009800612926483154 time: 11:03:57.027360
- B/E: 147 / 268 , Gen_loss: -0.37012607 MI_loss: 22.41014 Detection error: 0.009805083274841309 time: 11:03:57.819748
- B/E: 148 / 268 , Gen_loss: -0.36076 MI_loss: 21.922665 Detection error: 0.009806215763092041 time: 11:03:58.624341
- B/E: 149 / 268 , Gen_loss: -0.36465245 MI_loss: 22.314196 Detection error: 0.00981229543685913 time: 11:03:59.513895
-
- Test Loss: 10.25813 Test Error: 0.01066666841506958
- -----
- EPOCH: 269
- B/E: 0 / 269 , Gen_loss: -0.35792536 MI_loss: 21.656563 Detection error: 0.010468721389770508 time: 11:04:01.451167
- B/E: 1 / 269 , Gen_loss: -0.35296988 MI_loss: 21.342245 Detection error: 0.010296881198883057 time: 11:04:39.936777
- B/E: 2 / 269 , Gen_loss: -0.35850906 MI_loss: 21.696875 Detection error: 0.009718775749206543 time: 11:04:40.964969
- B/E: 3 / 269 , Gen_loss: -0.36863303 MI_loss: 22.290709 Detection error: 0.009570300579071045 time: 11:04:41.849249
- B/E: 4 / 269 , Gen_loss: -0.37028655 MI_loss: 22.495726 Detection error: 0.00963747501373291 time: 11:04:42.733712
- B/E: 5 / 269 , Gen_loss: -0.3602202 MI_loss: 21.948578 Detection error: 0.009723961353302002 time: 11:04:43.616381
- B/E: 6 / 269 , Gen_loss: -0.35958415 MI_loss: 21.969995 Detection error: 0.009718775749206543 time: 11:04:44.433902
- B/E: 7 / 269 , Gen_loss: -0.36093628 MI_loss: 22.013056 Detection error: 0.009839832782745361 time: 11:04:45.310700
- B/E: 8 / 269 , Gen_loss: -0.3688928 MI_loss: 22.245792 Detection error: 0.009791672229766846 time: 11:04:46.189896
- B/E: 9 / 269 , Gen_loss: -0.35852796 MI_loss: 21.765022 Detection error: 0.009721875190734863 time: 11:04:47.067080
- B/E: 10 / 269 , Gen_loss: -0.36646643 MI_loss: 22.307735 Detection error: 0.009752869606018066 time: 11:04:47.952982
- B/E: 11 / 269 , Gen_loss: -0.36448273 MI_loss: 22.06454 Detection error: 0.009776055812835693 time: 11:04:48.834082
- B/E: 12 / 269 , Gen_loss: -0.35959384 MI_loss: 21.612408 Detection error: 0.00982213020324707 time: 11:04:49.717712
- B/E: 13 / 269 , Gen_loss: -0.35961133 MI_loss: 21.693634 Detection error: 0.009839296340942383 time: 11:04:50.599331
- B/E: 14 / 269 , Gen_loss: -0.36562556 MI_loss: 21.936829 Detection error: 0.009787499904632568 time: 11:04:51.488805
- B/E: 15 / 269 , Gen_loss: -0.34997088 MI_loss: 21.20512 Detection error: 0.009808599948883057 time: 11:04:52.367247
- B/E: 16 / 269 , Gen_loss: -0.35754198 MI_loss: 21.556728 Detection error: 0.0097922682762146 time: 11:04:53.243899
- B/E: 17 / 269 , Gen_loss: -0.3594613 MI_loss: 21.81945 Detection error: 0.009756922721862793 time: 11:04:54.122988
- B/E: 18 / 269 , Gen_loss: -0.3514757 MI_loss: 21.414757 Detection error: 0.009725332260131836 time: 11:04:55.085454
- B/E: 19 / 269 , Gen_loss: -0.35625955 MI_loss: 21.71477 Detection error: 0.009759366512298584 time: 11:04:55.965754
- B/E: 20 / 269 , Gen_loss: -0.35479313 MI_loss: 21.49427 Detection error: 0.009761929512023926 time: 11:04:56.848429
- B/E: 21 / 269 , Gen_loss: -0.35942528 MI_loss: 21.86182 Detection error: 0.009803950786590576 time: 11:04:57.728026
- B/E: 22 / 269 , Gen_loss: -0.35046044 MI_loss: 21.172358 Detection error: 0.009785354137420654 time: 11:04:58.607939
- B/E: 23 / 269 , Gen_loss: -0.35300976 MI_loss: 21.331846 Detection error: 0.009782552719116211 time: 11:04:59.491085
- B/E: 24 / 269 , Gen_loss: -0.3588942 MI_loss: 21.87371 Detection error: 0.009767472743988037 time: 11:05:00.370694
- B/E: 25 / 269 , Gen_loss: -0.3558299 MI_loss: 21.59226 Detection error: 0.009801685810089111 time: 11:05:01.253247
- B/E: 26 / 269 , Gen_loss: -0.3613861 MI_loss: 21.995714 Detection error: 0.009846091270446777 time: 11:05:02.133036
- B/E: 27 / 269 , Gen_loss: -0.36582795 MI_loss: 22.225035 Detection error: 0.009868323802947998 time: 11:05:03.018190
- B/E: 28 / 269 , Gen_loss: -0.36866975 MI_loss: 22.450571 Detection error: 0.009860992431640625 time: 11:05:03.913357
- B/E: 29 / 269 , Gen_loss: -0.36206186 MI_loss: 21.939108 Detection error: 0.00987917184829712 time: 11:05:04.692043
- B/E: 30 / 269 , Gen_loss: -0.35558593 MI_loss: 21.565884 Detection error: 0.009836673736572266 time: 11:05:05.483899
- B/E: 31 / 269 , Gen_loss: -0.36465392 MI_loss: 22.057102 Detection error: 0.009825170040130615 time: 11:05:06.456704
- B/E: 32 / 269 , Gen_loss: -0.354131 MI_loss: 21.365938 Detection error: 0.009829521179199219 time: 11:05:07.337915
- B/E: 33 / 269 , Gen_loss: -0.35680395 MI_loss: 21.641342 Detection error: 0.009821712970733643 time: 11:05:08.221280
- B/E: 34 / 269 , Gen_loss: -0.35744515 MI_loss: 21.694286 Detection error: 0.009808957576751709 time: 11:05:09.103654
- B/E: 35 / 269 , Gen_loss: -0.36778498 MI_loss: 22.318361 Detection error: 0.009793400764465332 time: 11:05:09.979795
- B/E: 36 / 269 , Gen_loss: -0.3638838 MI_loss: 22.028446 Detection error: 0.009796440601348877 time: 11:05:10.866919
- B/E: 37 / 269 , Gen_loss: -0.35897574 MI_loss: 21.821522 Detection error: 0.00978785753250122 time: 11:05:11.754020
- B/E: 38 / 269 , Gen_loss: -0.360019 MI_loss: 21.786758 Detection error: 0.00981813669204712 time: 11:05:12.659072
- B/E: 39 / 269 , Gen_loss: -0.3644317 MI_loss: 22.00215 Detection error: 0.009791433811187744 time: 11:05:13.429611
- B/E: 40 / 269 , Gen_loss: -0.35986507 MI_loss: 21.771862 Detection error: 0.009791135787963867 time: 11:05:14.233652
- B/E: 41 / 269 , Gen_loss: -0.35934106 MI_loss: 21.790295 Detection error: 0.009797632694244385 time: 11:05:15.121418
- B/E: 42 / 269 , Gen_loss: -0.3614052 MI_loss: 22.0168 Detection error: 0.009787797927856445 time: 11:05:15.947206
- B/E: 43 / 269 , Gen_loss: -0.36577067 MI_loss: 22.07624 Detection error: 0.009784102439880371 time: 11:05:16.740427
- B/E: 44 / 269 , Gen_loss: -0.37287986 MI_loss: 22.668459 Detection error: 0.009797215461730957 time: 11:05:17.550742
- B/E: 45 / 269 , Gen_loss: -0.3652396 MI_loss: 22.259102 Detection error: 0.009798884391784668 time: 11:05:18.349771
- B/E: 46 / 269 , Gen_loss: -0.3632326 MI_loss: 21.95614 Detection error: 0.00980985164642334 time: 11:05:19.144368
- B/E: 47 / 269 , Gen_loss: -0.3706605 MI_loss: 22.449808 Detection error: 0.009813129901885986 time: 11:05:19.948841
- B/E: 48 / 269 , Gen_loss: -0.35465944 MI_loss: 21.580423 Detection error: 0.009829699993133545 time: 11:05:20.846552
- B/E: 49 / 269 , Gen_loss: -0.3546211 MI_loss: 21.683212 Detection error: 0.00982123613357544 time: 11:05:21.641953
- B/E: 50 / 269 , Gen_loss: -0.36235902 MI_loss: 21.83439 Detection error: 0.00983518362045288 time: 11:05:22.453069
- B/E: 51 / 269 , Gen_loss: -0.35851455 MI_loss: 21.840252 Detection error: 0.009834706783294678 time: 11:05:23.222655
- B/E: 52 / 269 , Gen_loss: -0.3634426 MI_loss: 22.058414 Detection error: 0.00983428955078125 time: 11:05:23.992068
- B/E: 53 / 269 , Gen_loss: -0.36399707 MI_loss: 22.062733 Detection error: 0.00984954833984375 time: 11:05:24.762716
- B/E: 54 / 269 , Gen_loss: -0.3571546 MI_loss: 21.609846 Detection error: 0.009848296642303467 time: 11:05:25.573270
- B/E: 55 / 269 , Gen_loss: -0.3495198 MI_loss: 21.203915 Detection error: 0.009829819202423096 time: 11:05:26.344008
- B/E: 56 / 269 , Gen_loss: -0.35577458 MI_loss: 21.546986 Detection error: 0.009821295738220215 time: 11:05:27.124019
- B/E: 57 / 269 , Gen_loss: -0.36560124 MI_loss: 22.25876 Detection error: 0.009806036949157715 time: 11:05:27.896578
- B/E: 58 / 269 , Gen_loss: -0.3600703 MI_loss: 21.864815 Detection error: 0.009798228740692139 time: 11:05:28.663720
- B/E: 59 / 269 , Gen_loss: -0.3592372 MI_loss: 21.651783 Detection error: 0.009815096855163574 time: 11:05:29.438701
- B/E: 60 / 269 , Gen_loss: -0.35688516 MI_loss: 21.572292 Detection error: 0.009813010692596436 time: 11:05:30.208090
- B/E: 61 / 269 , Gen_loss: -0.35111097 MI_loss: 21.255766 Detection error: 0.009811997413635254 time: 11:05:30.979509
- B/E: 62 / 269 , Gen_loss: -0.36006245 MI_loss: 21.814032 Detection error: 0.009813487529754639 time: 11:05:31.758305
- B/E: 63 / 269 , Gen_loss: -0.35838005 MI_loss: 21.663914 Detection error: 0.009811997413635254 time: 11:05:32.645950
- B/E: 64 / 269 , Gen_loss: -0.36087555 MI_loss: 22.000084 Detection error: 0.00980675220489502 time: 11:05:33.456119
- B/E: 65 / 269 , Gen_loss: -0.35845938 MI_loss: 21.796923 Detection error: 0.009808719158172607 time: 11:05:34.294442
- B/E: 66 / 269 , Gen_loss: -0.3672094 MI_loss: 22.173555 Detection error: 0.009803175926208496 time: 11:05:35.110798
- B/E: 67 / 269 , Gen_loss: -0.36653695 MI_loss: 22.150753 Detection error: 0.009796440601348877 time: 11:05:35.933126
- B/E: 68 / 269 , Gen_loss: -0.3672038 MI_loss: 22.333021 Detection error: 0.009804368019104004 time: 11:05:36.757913
- B/E: 69 / 269 , Gen_loss: -0.36507925 MI_loss: 22.022007 Detection error: 0.00981205701828003 time: 11:05:37.587802
- B/E: 70 / 269 , Gen_loss: -0.36753222 MI_loss: 22.263134 Detection error: 0.009804606437683105 time: 11:05:38.408078
- B/E: 71 / 269 , Gen_loss: -0.35270098 MI_loss: 21.517694 Detection error: 0.009809017181396484 time: 11:05:39.302835
- B/E: 72 / 269 , Gen_loss: -0.36771938 MI_loss: 22.241173 Detection error: 0.009810805320739746 time: 11:05:40.189731
- B/E: 73 / 269 , Gen_loss: -0.36965975 MI_loss: 22.416521 Detection error: 0.009802758693695068 time: 11:05:41.069838
- B/E: 74 / 269 , Gen_loss: -0.3581363 MI_loss: 21.778967 Detection error: 0.009804606437683105 time: 11:05:41.948505
- B/E: 75 / 269 , Gen_loss: -0.35545844 MI_loss: 21.507046 Detection error: 0.009800136089324951 time: 11:05:42.792107
- B/E: 76 / 269 , Gen_loss: -0.35522008 MI_loss: 21.433899 Detection error: 0.00979989767074585 time: 11:05:43.562494
- B/E: 77 / 269 , Gen_loss: -0.36555734 MI_loss: 22.062847 Detection error: 0.009798049926757812 time: 11:05:44.448797
- B/E: 78 / 269 , Gen_loss: -0.3693681 MI_loss: 22.27402 Detection error: 0.00979393720626831 time: 11:05:45.333326
- B/E: 79 / 269 , Gen_loss: -0.3608479 MI_loss: 21.89193 Detection error: 0.009805083274841309 time: 11:05:46.299896
- B/E: 80 / 269 , Gen_loss: -0.35903788 MI_loss: 21.751629 Detection error: 0.009814798831939697 time: 11:05:47.176897
- B/E: 81 / 269 , Gen_loss: -0.35644406 MI_loss: 21.508284 Detection error: 0.009803354740142822 time: 11:05:48.042876
- B/E: 82 / 269 , Gen_loss: -0.3628821 MI_loss: 21.975445 Detection error: 0.009800434112548828 time: 11:05:48.910434
- B/E: 83 / 269 , Gen_loss: -0.3599103 MI_loss: 21.82258 Detection error: 0.009802460670471191 time: 11:05:49.805051
- B/E: 84 / 269 , Gen_loss: -0.3526115 MI_loss: 21.454132 Detection error: 0.009804069995880127 time: 11:05:50.686643
- B/E: 85 / 269 , Gen_loss: -0.3543216 MI_loss: 21.391018 Detection error: 0.009779095649719238 time: 11:05:51.549537
- B/E: 86 / 269 , Gen_loss: -0.35485077 MI_loss: 21.462404 Detection error: 0.009779810905456543 time: 11:05:52.440284
- B/E: 87 / 269 , Gen_loss: -0.36256853 MI_loss: 22.005741 Detection error: 0.00976705551147461 time: 11:05:53.337389
- B/E: 88 / 269 , Gen_loss: -0.3568998 MI_loss: 21.690166 Detection error: 0.009755253791809082 time: 11:05:54.215707
- B/E: 89 / 269 , Gen_loss: -0.35450447 MI_loss: 21.532562 Detection error: 0.00976872444152832 time: 11:05:55.119292
- B/E: 90 / 269 , Gen_loss: -0.36121547 MI_loss: 21.894093 Detection error: 0.009768545627593994 time: 11:05:56.002000
- B/E: 91 / 269 , Gen_loss: -0.35959274 MI_loss: 21.793102 Detection error: 0.009773433208465576 time: 11:05:56.892726
- B/E: 92 / 269 , Gen_loss: -0.36185595 MI_loss: 22.02493 Detection error: 0.009766101837158203 time: 11:05:57.805775
- B/E: 93 / 269 , Gen_loss: -0.35830772 MI_loss: 21.85556 Detection error: 0.009768962860107422 time: 11:05:58.732027
- B/E: 94 / 269 , Gen_loss: -0.36720702 MI_loss: 22.446999 Detection error: 0.00977402925491333 time: 11:05:59.623358
- B/E: 95 / 269 , Gen_loss: -0.3571213 MI_loss: 21.638899 Detection error: 0.009782254695892334 time: 11:06:00.615521
- B/E: 96 / 269 , Gen_loss: -0.36056545 MI_loss: 21.792984 Detection error: 0.009775102138519287 time: 11:06:01.514605
- B/E: 97 / 269 , Gen_loss: -0.36777508 MI_loss: 22.18283 Detection error: 0.009772658348083496 time: 11:06:02.366671
- B/E: 98 / 269 , Gen_loss: -0.35565376 MI_loss: 21.382057 Detection error: 0.009757578372955322 time: 11:06:03.185728
- B/E: 99 / 269 , Gen_loss: -0.36432204 MI_loss: 22.094429 Detection error: 0.00975877046585083 time: 11:06:04.017977
- B/E: 100 / 269 , Gen_loss: -0.35863253 MI_loss: 21.621838 Detection error: 0.009763002395629883 time: 11:06:04.800058
- B/E: 101 / 269 , Gen_loss: -0.35729125 MI_loss: 21.731884 Detection error: 0.009768664836883545 time: 11:06:05.593685
- B/E: 102 / 269 , Gen_loss: -0.35909292 MI_loss: 21.838533 Detection error: 0.009766995906829834 time: 11:06:06.415428
- B/E: 103 / 269 , Gen_loss: -0.36652917 MI_loss: 22.0789 Detection error: 0.009764432907104492 time: 11:06:07.310475
- B/E: 104 / 269 , Gen_loss: -0.36590374 MI_loss: 22.181503 Detection error: 0.009767234325408936 time: 11:06:08.203616
- B/E: 105 / 269 , Gen_loss: -0.36223125 MI_loss: 21.902147 Detection error: 0.009768545627593994 time: 11:06:09.095977
- B/E: 106 / 269 , Gen_loss: -0.35827497 MI_loss: 21.668682 Detection error: 0.009764015674591064 time: 11:06:10.043279
- B/E: 107 / 269 , Gen_loss: -0.35789326 MI_loss: 21.75357 Detection error: 0.009771406650543213 time: 11:06:10.936138
- B/E: 108 / 269 , Gen_loss: -0.3608461 MI_loss: 21.870474 Detection error: 0.009772658348083496 time: 11:06:11.855226
- B/E: 109 / 269 , Gen_loss: -0.36693007 MI_loss: 22.285538 Detection error: 0.00976872444152832 time: 11:06:12.752334
- B/E: 110 / 269 , Gen_loss: -0.3594737 MI_loss: 21.577536 Detection error: 0.009760141372680664 time: 11:06:13.649177
- B/E: 111 / 269 , Gen_loss: -0.3618819 MI_loss: 22.047852 Detection error: 0.00975501537322998 time: 11:06:14.624496
- B/E: 112 / 269 , Gen_loss: -0.36626816 MI_loss: 22.20499 Detection error: 0.009753882884979248 time: 11:06:15.526570
- B/E: 113 / 269 , Gen_loss: -0.3576451 MI_loss: 21.802376 Detection error: 0.009756863117218018 time: 11:06:16.422292
- B/E: 114 / 269 , Gen_loss: -0.35701331 MI_loss: 21.757399 Detection error: 0.009761154651641846 time: 11:06:17.319626
- B/E: 115 / 269 , Gen_loss: -0.363857 MI_loss: 21.94125 Detection error: 0.009758591651916504 time: 11:06:18.209562
- B/E: 116 / 269 , Gen_loss: -0.36638427 MI_loss: 22.230581 Detection error: 0.009755074977874756 time: 11:06:19.026277
- B/E: 117 / 269 , Gen_loss: -0.3501172 MI_loss: 21.417286 Detection error: 0.009758234024047852 time: 11:06:19.906072
- B/E: 118 / 269 , Gen_loss: -0.35610643 MI_loss: 21.551567 Detection error: 0.009750008583068848 time: 11:06:20.794996
- B/E: 119 / 269 , Gen_loss: -0.3628444 MI_loss: 21.869246 Detection error: 0.00974738597869873 time: 11:06:21.579839
- B/E: 120 / 269 , Gen_loss: -0.3504395 MI_loss: 21.26773 Detection error: 0.009744822978973389 time: 11:06:22.362424
- B/E: 121 / 269 , Gen_loss: -0.36422607 MI_loss: 22.162539 Detection error: 0.009748697280883789 time: 11:06:23.199820
- B/E: 122 / 269 , Gen_loss: -0.37247953 MI_loss: 22.442568 Detection error: 0.00974363088607788 time: 11:06:24.016931
- B/E: 123 / 269 , Gen_loss: -0.35946923 MI_loss: 21.836163 Detection error: 0.009736418724060059 time: 11:06:24.908921
- B/E: 124 / 269 , Gen_loss: -0.3603099 MI_loss: 21.98002 Detection error: 0.009737253189086914 time: 11:06:25.812398
- B/E: 125 / 269 , Gen_loss: -0.35947156 MI_loss: 21.716127 Detection error: 0.009738326072692871 time: 11:06:26.704985
- B/E: 126 / 269 , Gen_loss: -0.35663372 MI_loss: 21.73151 Detection error: 0.00974726676940918 time: 11:06:27.600531
- B/E: 127 / 269 , Gen_loss: -0.36048302 MI_loss: 21.836563 Detection error: 0.009746074676513672 time: 11:06:28.571768
- B/E: 128 / 269 , Gen_loss: -0.35918322 MI_loss: 21.608156 Detection error: 0.009752929210662842 time: 11:06:29.470180
- B/E: 129 / 269 , Gen_loss: -0.35319102 MI_loss: 21.500349 Detection error: 0.009760797023773193 time: 11:06:30.368131
- B/E: 130 / 269 , Gen_loss: -0.3654624 MI_loss: 22.031742 Detection error: 0.009765982627868652 time: 11:06:31.264222
- B/E: 131 / 269 , Gen_loss: -0.36182037 MI_loss: 21.764355 Detection error: 0.009769201278686523 time: 11:06:32.157124
- B/E: 132 / 269 , Gen_loss: -0.3649825 MI_loss: 22.06916 Detection error: 0.009768784046173096 time: 11:06:33.051893
- B/E: 133 / 269 , Gen_loss: -0.3630656 MI_loss: 22.046759 Detection error: 0.009768903255462646 time: 11:06:33.923886
- B/E: 134 / 269 , Gen_loss: -0.35576382 MI_loss: 21.613277 Detection error: 0.009776175022125244 time: 11:06:34.796047
- B/E: 135 / 269 , Gen_loss: -0.36680982 MI_loss: 22.029959 Detection error: 0.009776413440704346 time: 11:06:35.682649
- B/E: 136 / 269 , Gen_loss: -0.36754358 MI_loss: 22.173912 Detection error: 0.009779870510101318 time: 11:06:36.573534
- B/E: 137 / 269 , Gen_loss: -0.35220918 MI_loss: 21.217806 Detection error: 0.009780585765838623 time: 11:06:37.469986
- B/E: 138 / 269 , Gen_loss: -0.35779136 MI_loss: 21.752739 Detection error: 0.009781479835510254 time: 11:06:38.390014
- B/E: 139 / 269 , Gen_loss: -0.36087835 MI_loss: 21.837847 Detection error: 0.00978773832321167 time: 11:06:39.288133
- B/E: 140 / 269 , Gen_loss: -0.3615623 MI_loss: 21.811 Detection error: 0.009784996509552002 time: 11:06:40.184029
- B/E: 141 / 269 , Gen_loss: -0.34438533 MI_loss: 20.764397 Detection error: 0.00978320837020874 time: 11:06:41.117288
- B/E: 142 / 269 , Gen_loss: -0.3594886 MI_loss: 21.741236 Detection error: 0.00978541374206543 time: 11:06:42.016650
- B/E: 143 / 269 , Gen_loss: -0.36121994 MI_loss: 21.793926 Detection error: 0.00978231430053711 time: 11:06:43.003706
- B/E: 144 / 269 , Gen_loss: -0.35272452 MI_loss: 21.391878 Detection error: 0.009792864322662354 time: 11:06:43.899311
- B/E: 145 / 269 , Gen_loss: -0.35235083 MI_loss: 21.206741 Detection error: 0.00979471206665039 time: 11:06:44.797615
- B/E: 146 / 269 , Gen_loss: -0.35597438 MI_loss: 21.501251 Detection error: 0.009796321392059326 time: 11:06:45.687693
- B/E: 147 / 269 , Gen_loss: -0.3643955 MI_loss: 22.082651 Detection error: 0.009798586368560791 time: 11:06:46.582250
- B/E: 148 / 269 , Gen_loss: -0.35302916 MI_loss: 21.457893 Detection error: 0.009799718856811523 time: 11:06:47.483640
- B/E: 149 / 269 , Gen_loss: -0.3566329 MI_loss: 21.66781 Detection error: 0.00980687141418457 time: 11:06:48.377108
-
- Test Loss: 10.262531 Test Error: 0.01068335771560669
- -----
- EPOCH: 270
- B/E: 0 / 270 , Gen_loss: -0.36359236 MI_loss: 22.008018 Detection error: 0.010249972343444824 time: 11:06:50.337955
- B/E: 1 / 270 , Gen_loss: -0.34707516 MI_loss: 21.07125 Detection error: 0.01015627384185791 time: 11:07:31.424920
- B/E: 2 / 270 , Gen_loss: -0.35350004 MI_loss: 21.25865 Detection error: 0.009687483310699463 time: 11:07:32.372777
- B/E: 3 / 270 , Gen_loss: -0.360302 MI_loss: 21.852182 Detection error: 0.00972658395767212 time: 11:07:33.271764
- B/E: 4 / 270 , Gen_loss: -0.37360162 MI_loss: 22.633696 Detection error: 0.009593725204467773 time: 11:07:34.204557
- B/E: 5 / 270 , Gen_loss: -0.376333 MI_loss: 22.925343 Detection error: 0.009718775749206543 time: 11:07:35.197040
- B/E: 6 / 270 , Gen_loss: -0.35936126 MI_loss: 21.948284 Detection error: 0.009803593158721924 time: 11:07:36.092268
- B/E: 7 / 270 , Gen_loss: -0.3600925 MI_loss: 21.749884 Detection error: 0.009851574897766113 time: 11:07:36.989077
- B/E: 8 / 270 , Gen_loss: -0.35334933 MI_loss: 21.287003 Detection error: 0.009760439395904541 time: 11:07:37.881338
- B/E: 9 / 270 , Gen_loss: -0.3544067 MI_loss: 21.36083 Detection error: 0.009743750095367432 time: 11:07:38.778581
- B/E: 10 / 270 , Gen_loss: -0.36346644 MI_loss: 22.055765 Detection error: 0.009707391262054443 time: 11:07:39.683770
- B/E: 11 / 270 , Gen_loss: -0.36617726 MI_loss: 22.264818 Detection error: 0.009812474250793457 time: 11:07:40.583890
- B/E: 12 / 270 , Gen_loss: -0.3593711 MI_loss: 21.839048 Detection error: 0.009870171546936035 time: 11:07:41.481604
- B/E: 13 / 270 , Gen_loss: -0.36408624 MI_loss: 22.016949 Detection error: 0.009845972061157227 time: 11:07:42.332495
- B/E: 14 / 270 , Gen_loss: -0.35290733 MI_loss: 21.16584 Detection error: 0.009814560413360596 time: 11:07:43.115051
- B/E: 15 / 270 , Gen_loss: -0.35983402 MI_loss: 21.948435 Detection error: 0.009808599948883057 time: 11:07:43.980571
- B/E: 16 / 270 , Gen_loss: -0.36864898 MI_loss: 22.245148 Detection error: 0.009779393672943115 time: 11:07:44.871749
- B/E: 17 / 270 , Gen_loss: -0.34838676 MI_loss: 21.005022 Detection error: 0.009776055812835693 time: 11:07:45.765771
- B/E: 18 / 270 , Gen_loss: -0.35338622 MI_loss: 21.481258 Detection error: 0.009738504886627197 time: 11:07:46.659553
- B/E: 19 / 270 , Gen_loss: -0.3568783 MI_loss: 21.8755 Detection error: 0.009765625 time: 11:07:47.552653
- B/E: 20 / 270 , Gen_loss: -0.36339468 MI_loss: 22.179523 Detection error: 0.009796142578125 time: 11:07:48.526338
- B/E: 21 / 270 , Gen_loss: -0.36196566 MI_loss: 21.877327 Detection error: 0.009794056415557861 time: 11:07:49.406897
- B/E: 22 / 270 , Gen_loss: -0.36076254 MI_loss: 21.954544 Detection error: 0.009777188301086426 time: 11:07:50.288221
- B/E: 23 / 270 , Gen_loss: -0.36795786 MI_loss: 22.309937 Detection error: 0.009789049625396729 time: 11:07:51.173249
- B/E: 24 / 270 , Gen_loss: -0.36626175 MI_loss: 22.117725 Detection error: 0.00975877046585083 time: 11:07:52.053086
- B/E: 25 / 270 , Gen_loss: -0.36258286 MI_loss: 21.880566 Detection error: 0.009799301624298096 time: 11:07:52.934296
- B/E: 26 / 270 , Gen_loss: -0.36410013 MI_loss: 22.140627 Detection error: 0.00982522964477539 time: 11:07:53.827301
- B/E: 27 / 270 , Gen_loss: -0.36949867 MI_loss: 22.608593 Detection error: 0.009841501712799072 time: 11:07:54.711668
- B/E: 28 / 270 , Gen_loss: -0.36236775 MI_loss: 22.00705 Detection error: 0.009844839572906494 time: 11:07:55.598123
- B/E: 29 / 270 , Gen_loss: -0.3688702 MI_loss: 22.425972 Detection error: 0.00986248254776001 time: 11:07:56.492981
- B/E: 30 / 270 , Gen_loss: -0.35723454 MI_loss: 21.682003 Detection error: 0.009849786758422852 time: 11:07:57.352642
- B/E: 31 / 270 , Gen_loss: -0.35848865 MI_loss: 21.57586 Detection error: 0.009809553623199463 time: 11:07:58.236392
- B/E: 32 / 270 , Gen_loss: -0.35169 MI_loss: 21.388678 Detection error: 0.009831428527832031 time: 11:07:59.059274
- B/E: 33 / 270 , Gen_loss: -0.35633203 MI_loss: 21.514519 Detection error: 0.009810686111450195 time: 11:07:59.853017
- B/E: 34 / 270 , Gen_loss: -0.34974447 MI_loss: 21.312424 Detection error: 0.009800910949707031 time: 11:08:00.623487
- B/E: 35 / 270 , Gen_loss: -0.35736966 MI_loss: 21.672436 Detection error: 0.009785592555999756 time: 11:08:01.390344
- B/E: 36 / 270 , Gen_loss: -0.34888288 MI_loss: 21.139893 Detection error: 0.009781241416931152 time: 11:08:02.253422
- B/E: 37 / 270 , Gen_loss: -0.3726299 MI_loss: 22.592741 Detection error: 0.009785354137420654 time: 11:08:03.025557
- B/E: 38 / 270 , Gen_loss: -0.35883844 MI_loss: 21.620377 Detection error: 0.009796500205993652 time: 11:08:03.795093
- B/E: 39 / 270 , Gen_loss: -0.3529214 MI_loss: 21.343424 Detection error: 0.009780466556549072 time: 11:08:04.567913
- B/E: 40 / 270 , Gen_loss: -0.36848375 MI_loss: 22.189955 Detection error: 0.009777426719665527 time: 11:08:05.338886
- B/E: 41 / 270 , Gen_loss: -0.3574347 MI_loss: 21.54414 Detection error: 0.009776771068572998 time: 11:08:06.113222
- B/E: 42 / 270 , Gen_loss: -0.36277536 MI_loss: 22.002493 Detection error: 0.009781241416931152 time: 11:08:06.882551
- B/E: 43 / 270 , Gen_loss: -0.361063 MI_loss: 21.696323 Detection error: 0.009781241416931152 time: 11:08:07.653589
- B/E: 44 / 270 , Gen_loss: -0.36792567 MI_loss: 22.408567 Detection error: 0.00979238748550415 time: 11:08:08.518543
- B/E: 45 / 270 , Gen_loss: -0.3597003 MI_loss: 21.74931 Detection error: 0.009794175624847412 time: 11:08:09.395650
- B/E: 46 / 270 , Gen_loss: -0.36428615 MI_loss: 22.129128 Detection error: 0.009812474250793457 time: 11:08:10.274635
- B/E: 47 / 270 , Gen_loss: -0.35930243 MI_loss: 21.61602 Detection error: 0.009811878204345703 time: 11:08:11.153699
- B/E: 48 / 270 , Gen_loss: -0.35841134 MI_loss: 21.812777 Detection error: 0.00982588529586792 time: 11:08:12.042843
- B/E: 49 / 270 , Gen_loss: -0.34680405 MI_loss: 20.99184 Detection error: 0.009823739528656006 time: 11:08:12.926856
- B/E: 50 / 270 , Gen_loss: -0.35644555 MI_loss: 21.596752 Detection error: 0.00983208417892456 time: 11:08:13.807161
- B/E: 51 / 270 , Gen_loss: -0.36528045 MI_loss: 22.177027 Detection error: 0.009831726551055908 time: 11:08:14.725730
- B/E: 52 / 270 , Gen_loss: -0.36202213 MI_loss: 21.94127 Detection error: 0.00983196496963501 time: 11:08:15.690549
- B/E: 53 / 270 , Gen_loss: -0.35795212 MI_loss: 21.559517 Detection error: 0.009846627712249756 time: 11:08:16.615399
- B/E: 54 / 270 , Gen_loss: -0.36107 MI_loss: 21.791 Detection error: 0.009842634201049805 time: 11:08:17.500151
- B/E: 55 / 270 , Gen_loss: -0.36173522 MI_loss: 21.961308 Detection error: 0.009829819202423096 time: 11:08:18.385006
- B/E: 56 / 270 , Gen_loss: -0.36450487 MI_loss: 22.099709 Detection error: 0.009811937808990479 time: 11:08:19.265800
- B/E: 57 / 270 , Gen_loss: -0.3695092 MI_loss: 22.444164 Detection error: 0.009808719158172607 time: 11:08:20.151435
- B/E: 58 / 270 , Gen_loss: -0.36177185 MI_loss: 21.88327 Detection error: 0.00979769229888916 time: 11:08:21.029583
- B/E: 59 / 270 , Gen_loss: -0.3661024 MI_loss: 22.226149 Detection error: 0.009814560413360596 time: 11:08:21.908665
- B/E: 60 / 270 , Gen_loss: -0.35985833 MI_loss: 21.706888 Detection error: 0.009811997413635254 time: 11:08:22.795195
- B/E: 61 / 270 , Gen_loss: -0.3539356 MI_loss: 21.353075 Detection error: 0.009807944297790527 time: 11:08:23.671853
- B/E: 62 / 270 , Gen_loss: -0.36004004 MI_loss: 21.885702 Detection error: 0.00981992483139038 time: 11:08:24.556388
- B/E: 63 / 270 , Gen_loss: -0.36329463 MI_loss: 22.206007 Detection error: 0.009814441204071045 time: 11:08:25.438185
- B/E: 64 / 270 , Gen_loss: -0.3622216 MI_loss: 22.094774 Detection error: 0.009802401065826416 time: 11:08:26.323924
- B/E: 65 / 270 , Gen_loss: -0.36216497 MI_loss: 22.032665 Detection error: 0.009803056716918945 time: 11:08:27.214650
- B/E: 66 / 270 , Gen_loss: -0.37421504 MI_loss: 22.7332 Detection error: 0.009802699089050293 time: 11:08:28.098658
- B/E: 67 / 270 , Gen_loss: -0.36435166 MI_loss: 21.961235 Detection error: 0.009795010089874268 time: 11:08:28.982768
- B/E: 68 / 270 , Gen_loss: -0.35633063 MI_loss: 21.5195 Detection error: 0.009801626205444336 time: 11:08:29.939403
- B/E: 69 / 270 , Gen_loss: -0.3642893 MI_loss: 21.952751 Detection error: 0.009806692600250244 time: 11:08:30.820483
- B/E: 70 / 270 , Gen_loss: -0.3556647 MI_loss: 21.459692 Detection error: 0.009798407554626465 time: 11:08:31.703992
- B/E: 71 / 270 , Gen_loss: -0.3460982 MI_loss: 21.038137 Detection error: 0.00980597734451294 time: 11:08:32.591569
- B/E: 72 / 270 , Gen_loss: -0.36927518 MI_loss: 22.290041 Detection error: 0.009803950786590576 time: 11:08:33.474938
- B/E: 73 / 270 , Gen_loss: -0.35263112 MI_loss: 21.37 Detection error: 0.009800255298614502 time: 11:08:34.366006
- B/E: 74 / 270 , Gen_loss: -0.35782105 MI_loss: 21.7122 Detection error: 0.00979834794998169 time: 11:08:35.251124
- B/E: 75 / 270 , Gen_loss: -0.3566079 MI_loss: 21.659056 Detection error: 0.0097886323928833 time: 11:08:36.132720
- B/E: 76 / 270 , Gen_loss: -0.35648653 MI_loss: 21.687155 Detection error: 0.009797096252441406 time: 11:08:37.024663
- B/E: 77 / 270 , Gen_loss: -0.3580834 MI_loss: 21.684057 Detection error: 0.00979769229888916 time: 11:08:37.925854
- B/E: 78 / 270 , Gen_loss: -0.36378226 MI_loss: 22.064142 Detection error: 0.009787976741790771 time: 11:08:38.808550
- B/E: 79 / 270 , Gen_loss: -0.36269486 MI_loss: 21.968056 Detection error: 0.00980079174041748 time: 11:08:39.691152
- B/E: 80 / 270 , Gen_loss: -0.36567432 MI_loss: 22.17618 Detection error: 0.009811341762542725 time: 11:08:40.593550
- B/E: 81 / 270 , Gen_loss: -0.36537692 MI_loss: 21.996937 Detection error: 0.00979536771774292 time: 11:08:41.474398
- B/E: 82 / 270 , Gen_loss: -0.3610602 MI_loss: 21.911926 Detection error: 0.009796321392059326 time: 11:08:42.356173
- B/E: 83 / 270 , Gen_loss: -0.3567389 MI_loss: 21.47284 Detection error: 0.009793519973754883 time: 11:08:43.242849
- B/E: 84 / 270 , Gen_loss: -0.3646667 MI_loss: 22.20844 Detection error: 0.009796679019927979 time: 11:08:44.222215
- B/E: 85 / 270 , Gen_loss: -0.35404095 MI_loss: 21.338167 Detection error: 0.009777963161468506 time: 11:08:45.107985
- B/E: 86 / 270 , Gen_loss: -0.3504581 MI_loss: 21.254667 Detection error: 0.009773731231689453 time: 11:08:45.991432
- B/E: 87 / 270 , Gen_loss: -0.3571875 MI_loss: 21.515041 Detection error: 0.009756028652191162 time: 11:08:46.872831
- B/E: 88 / 270 , Gen_loss: -0.36269468 MI_loss: 21.967989 Detection error: 0.00975489616394043 time: 11:08:47.752624
- B/E: 89 / 270 , Gen_loss: -0.36425883 MI_loss: 22.154554 Detection error: 0.009755909442901611 time: 11:08:48.634425
- B/E: 90 / 270 , Gen_loss: -0.36048117 MI_loss: 21.75828 Detection error: 0.009765088558197021 time: 11:08:49.525672
- B/E: 91 / 270 , Gen_loss: -0.36194533 MI_loss: 21.874842 Detection error: 0.00976938009262085 time: 11:08:50.415699
- B/E: 92 / 270 , Gen_loss: -0.34872773 MI_loss: 21.151403 Detection error: 0.009758710861206055 time: 11:08:51.325402
- B/E: 93 / 270 , Gen_loss: -0.3540762 MI_loss: 21.605627 Detection error: 0.009755313396453857 time: 11:08:52.212779
- B/E: 94 / 270 , Gen_loss: -0.35430455 MI_loss: 21.643013 Detection error: 0.009764492511749268 time: 11:08:53.100959
- B/E: 95 / 270 , Gen_loss: -0.362428 MI_loss: 21.997875 Detection error: 0.009775042533874512 time: 11:08:53.988372
- B/E: 96 / 270 , Gen_loss: -0.360226 MI_loss: 21.8823 Detection error: 0.009772896766662598 time: 11:08:54.878533
- B/E: 97 / 270 , Gen_loss: -0.35825196 MI_loss: 21.69199 Detection error: 0.009768486022949219 time: 11:08:55.762238
- B/E: 98 / 270 , Gen_loss: -0.35691422 MI_loss: 21.564957 Detection error: 0.009755074977874756 time: 11:08:56.647906
- B/E: 99 / 270 , Gen_loss: -0.37306577 MI_loss: 22.572435 Detection error: 0.009754657745361328 time: 11:08:57.539888
- B/E: 100 / 270 , Gen_loss: -0.35711315 MI_loss: 21.792242 Detection error: 0.009757399559020996 time: 11:08:58.428508
- B/E: 101 / 270 , Gen_loss: -0.3518587 MI_loss: 21.402517 Detection error: 0.009764373302459717 time: 11:08:59.220334
- B/E: 102 / 270 , Gen_loss: -0.355198 MI_loss: 21.619377 Detection error: 0.009763956069946289 time: 11:09:00.063204
- B/E: 103 / 270 , Gen_loss: -0.37117723 MI_loss: 22.457844 Detection error: 0.009763240814208984 time: 11:09:00.877239
- B/E: 104 / 270 , Gen_loss: -0.36759034 MI_loss: 22.256222 Detection error: 0.009759843349456787 time: 11:09:01.648206
- B/E: 105 / 270 , Gen_loss: -0.35683817 MI_loss: 21.76172 Detection error: 0.009759724140167236 time: 11:09:02.433654
- B/E: 106 / 270 , Gen_loss: -0.37214518 MI_loss: 22.67592 Detection error: 0.009761393070220947 time: 11:09:03.298232
- B/E: 107 / 270 , Gen_loss: -0.36730406 MI_loss: 22.424679 Detection error: 0.009764492511749268 time: 11:09:04.196026
- B/E: 108 / 270 , Gen_loss: -0.35908386 MI_loss: 21.745914 Detection error: 0.009767770767211914 time: 11:09:05.082917
- B/E: 109 / 270 , Gen_loss: -0.36001608 MI_loss: 21.81709 Detection error: 0.009765326976776123 time: 11:09:05.968416
- B/E: 110 / 270 , Gen_loss: -0.36327446 MI_loss: 21.806427 Detection error: 0.009755909442901611 time: 11:09:06.857625
- B/E: 111 / 270 , Gen_loss: -0.36325416 MI_loss: 21.906115 Detection error: 0.009755313396453857 time: 11:09:07.747965
- B/E: 112 / 270 , Gen_loss: -0.35821572 MI_loss: 21.6489 Detection error: 0.00975024700164795 time: 11:09:08.632740
- B/E: 113 / 270 , Gen_loss: -0.35734585 MI_loss: 21.73246 Detection error: 0.009757399559020996 time: 11:09:09.521930
- B/E: 114 / 270 , Gen_loss: -0.35612854 MI_loss: 21.60167 Detection error: 0.009759783744812012 time: 11:09:10.406401
- B/E: 115 / 270 , Gen_loss: -0.36056358 MI_loss: 21.853281 Detection error: 0.009755373001098633 time: 11:09:11.296370
- B/E: 116 / 270 , Gen_loss: -0.35931027 MI_loss: 21.66909 Detection error: 0.009754300117492676 time: 11:09:12.264203
- B/E: 117 / 270 , Gen_loss: -0.35282147 MI_loss: 21.489813 Detection error: 0.009753704071044922 time: 11:09:13.152060
- B/E: 118 / 270 , Gen_loss: -0.3588898 MI_loss: 21.752197 Detection error: 0.009743154048919678 time: 11:09:14.031249
- B/E: 119 / 270 , Gen_loss: -0.36495087 MI_loss: 22.03322 Detection error: 0.009742438793182373 time: 11:09:14.921776
- B/E: 120 / 270 , Gen_loss: -0.3511547 MI_loss: 21.412304 Detection error: 0.009741723537445068 time: 11:09:15.808289
- B/E: 121 / 270 , Gen_loss: -0.35975075 MI_loss: 21.874926 Detection error: 0.009746670722961426 time: 11:09:16.698855
- B/E: 122 / 270 , Gen_loss: -0.36609182 MI_loss: 22.025795 Detection error: 0.00973808765411377 time: 11:09:17.608786
- B/E: 123 / 270 , Gen_loss: -0.36319086 MI_loss: 22.044634 Detection error: 0.009734630584716797 time: 11:09:18.508477
- B/E: 124 / 270 , Gen_loss: -0.3580208 MI_loss: 21.747375 Detection error: 0.009731769561767578 time: 11:09:19.393975
- B/E: 125 / 270 , Gen_loss: -0.35694066 MI_loss: 21.588524 Detection error: 0.009734153747558594 time: 11:09:20.279574
- B/E: 126 / 270 , Gen_loss: -0.362438 MI_loss: 21.990337 Detection error: 0.009744346141815186 time: 11:09:21.190069
- B/E: 127 / 270 , Gen_loss: -0.3534203 MI_loss: 21.417717 Detection error: 0.009747326374053955 time: 11:09:22.077872
- B/E: 128 / 270 , Gen_loss: -0.3600222 MI_loss: 21.559612 Detection error: 0.009749770164489746 time: 11:09:22.961464
- B/E: 129 / 270 , Gen_loss: -0.36513764 MI_loss: 22.288984 Detection error: 0.009754538536071777 time: 11:09:23.848656
- B/E: 130 / 270 , Gen_loss: -0.3591966 MI_loss: 21.680819 Detection error: 0.009762406349182129 time: 11:09:24.733805
- B/E: 131 / 270 , Gen_loss: -0.36707306 MI_loss: 22.046146 Detection error: 0.009768962860107422 time: 11:09:25.616758
- B/E: 132 / 270 , Gen_loss: -0.3611914 MI_loss: 21.855158 Detection error: 0.009762227535247803 time: 11:09:26.607766
- B/E: 133 / 270 , Gen_loss: -0.36054045 MI_loss: 21.921934 Detection error: 0.009766995906829834 time: 11:09:27.489391
- B/E: 134 / 270 , Gen_loss: -0.36694372 MI_loss: 22.474499 Detection error: 0.009772896766662598 time: 11:09:28.372597
- B/E: 135 / 270 , Gen_loss: -0.3584875 MI_loss: 21.731024 Detection error: 0.009773433208465576 time: 11:09:29.254197
- B/E: 136 / 270 , Gen_loss: -0.35492682 MI_loss: 21.509027 Detection error: 0.009775519371032715 time: 11:09:30.140262
- B/E: 137 / 270 , Gen_loss: -0.35494176 MI_loss: 21.394794 Detection error: 0.009776473045349121 time: 11:09:31.022858
- B/E: 138 / 270 , Gen_loss: -0.3619974 MI_loss: 21.92731 Detection error: 0.009779930114746094 time: 11:09:31.903887
- B/E: 139 / 270 , Gen_loss: -0.3726662 MI_loss: 22.660276 Detection error: 0.009784579277038574 time: 11:09:32.735722
- B/E: 140 / 270 , Gen_loss: -0.35477397 MI_loss: 21.412886 Detection error: 0.009783029556274414 time: 11:09:33.530839
- B/E: 141 / 270 , Gen_loss: -0.35878363 MI_loss: 21.83729 Detection error: 0.009781241416931152 time: 11:09:34.343001
- B/E: 142 / 270 , Gen_loss: -0.36176863 MI_loss: 21.999937 Detection error: 0.009780585765838623 time: 11:09:35.120507
- B/E: 143 / 270 , Gen_loss: -0.3662411 MI_loss: 22.113314 Detection error: 0.00977778434753418 time: 11:09:35.893304
- B/E: 144 / 270 , Gen_loss: -0.3511208 MI_loss: 21.171146 Detection error: 0.00979161262512207 time: 11:09:36.673502
- B/E: 145 / 270 , Gen_loss: -0.35374513 MI_loss: 21.471186 Detection error: 0.009795188903808594 time: 11:09:37.461457
- B/E: 146 / 270 , Gen_loss: -0.3525279 MI_loss: 21.363775 Detection error: 0.00979316234588623 time: 11:09:38.238304
- B/E: 147 / 270 , Gen_loss: -0.36933574 MI_loss: 22.23047 Detection error: 0.00979161262512207 time: 11:09:39.010942
- B/E: 148 / 270 , Gen_loss: -0.35341388 MI_loss: 21.459251 Detection error: 0.009796321392059326 time: 11:09:39.866468
- B/E: 149 / 270 , Gen_loss: -0.36048597 MI_loss: 21.857046 Detection error: 0.00980311632156372 time: 11:09:40.638649
-
- Test Loss: 10.262271 Test Error: 0.010691642761230469
- -----
- EPOCH: 271
- B/E: 0 / 271 , Gen_loss: -0.36077154 MI_loss: 21.790432 Detection error: 0.010312497615814209 time: 11:09:42.479442
- B/E: 1 / 271 , Gen_loss: -0.35118467 MI_loss: 21.312849 Detection error: 0.010249972343444824 time: 11:10:22.554008
- B/E: 2 / 271 , Gen_loss: -0.36659676 MI_loss: 22.160273 Detection error: 0.00970834493637085 time: 11:10:23.470265
- B/E: 3 / 271 , Gen_loss: -0.3613918 MI_loss: 21.966621 Detection error: 0.009609401226043701 time: 11:10:24.361118
- B/E: 4 / 271 , Gen_loss: -0.3759887 MI_loss: 22.638073 Detection error: 0.00976872444152832 time: 11:10:25.252777
- B/E: 5 / 271 , Gen_loss: -0.35953933 MI_loss: 21.93442 Detection error: 0.009739577770233154 time: 11:10:26.137721
- B/E: 6 / 271 , Gen_loss: -0.3588432 MI_loss: 21.788406 Detection error: 0.009834825992584229 time: 11:10:27.018011
- B/E: 7 / 271 , Gen_loss: -0.35791644 MI_loss: 21.605453 Detection error: 0.009816408157348633 time: 11:10:27.907145
- B/E: 8 / 271 , Gen_loss: -0.37442562 MI_loss: 22.778849 Detection error: 0.009840250015258789 time: 11:10:28.791305
- B/E: 9 / 271 , Gen_loss: -0.3632393 MI_loss: 21.86158 Detection error: 0.009743750095367432 time: 11:10:29.676640
- B/E: 10 / 271 , Gen_loss: -0.3654676 MI_loss: 22.112206 Detection error: 0.00977557897567749 time: 11:10:30.664605
- B/E: 11 / 271 , Gen_loss: -0.35933515 MI_loss: 21.738512 Detection error: 0.009812474250793457 time: 11:10:31.552588
- B/E: 12 / 271 , Gen_loss: -0.3575361 MI_loss: 21.657223 Detection error: 0.00986778736114502 time: 11:10:32.432665
- B/E: 13 / 271 , Gen_loss: -0.36541197 MI_loss: 22.011335 Detection error: 0.009870529174804688 time: 11:10:33.320180
- B/E: 14 / 271 , Gen_loss: -0.36599788 MI_loss: 22.12666 Detection error: 0.009814560413360596 time: 11:10:34.204127
- B/E: 15 / 271 , Gen_loss: -0.37164378 MI_loss: 22.443144 Detection error: 0.009843766689300537 time: 11:10:35.090652
- B/E: 16 / 271 , Gen_loss: -0.3642561 MI_loss: 21.86109 Detection error: 0.009806990623474121 time: 11:10:35.999773
- B/E: 17 / 271 , Gen_loss: -0.36508068 MI_loss: 22.062254 Detection error: 0.009793400764465332 time: 11:10:36.885670
- B/E: 18 / 271 , Gen_loss: -0.3589545 MI_loss: 21.778694 Detection error: 0.009750008583068848 time: 11:10:37.767941
- B/E: 19 / 271 , Gen_loss: -0.35696664 MI_loss: 21.750296 Detection error: 0.009753108024597168 time: 11:10:38.672073
- B/E: 20 / 271 , Gen_loss: -0.3559025 MI_loss: 21.444975 Detection error: 0.009788691997528076 time: 11:10:39.554103
- B/E: 21 / 271 , Gen_loss: -0.35541132 MI_loss: 21.656551 Detection error: 0.009819626808166504 time: 11:10:40.436883
- B/E: 22 / 271 , Gen_loss: -0.3673751 MI_loss: 22.21947 Detection error: 0.009788036346435547 time: 11:10:41.330426
- B/E: 23 / 271 , Gen_loss: -0.35604456 MI_loss: 21.5393 Detection error: 0.009781241416931152 time: 11:10:42.217569
- B/E: 24 / 271 , Gen_loss: -0.3742395 MI_loss: 22.531834 Detection error: 0.009778738021850586 time: 11:10:43.100883
- B/E: 25 / 271 , Gen_loss: -0.35609755 MI_loss: 21.466324 Detection error: 0.00980287790298462 time: 11:10:44.083579
- B/E: 26 / 271 , Gen_loss: -0.36775023 MI_loss: 22.410885 Detection error: 0.009848356246948242 time: 11:10:44.974035
- B/E: 27 / 271 , Gen_loss: -0.36764234 MI_loss: 22.354303 Detection error: 0.009866058826446533 time: 11:10:45.865680
- B/E: 28 / 271 , Gen_loss: -0.36226982 MI_loss: 22.007786 Detection error: 0.009862065315246582 time: 11:10:46.749633
- B/E: 29 / 271 , Gen_loss: -0.35169062 MI_loss: 21.314878 Detection error: 0.009874999523162842 time: 11:10:47.637848
- B/E: 30 / 271 , Gen_loss: -0.35720384 MI_loss: 21.6344 Detection error: 0.009855866432189941 time: 11:10:48.521936
- B/E: 31 / 271 , Gen_loss: -0.35396662 MI_loss: 21.372385 Detection error: 0.009835958480834961 time: 11:10:49.402119
- B/E: 32 / 271 , Gen_loss: -0.35979754 MI_loss: 21.944204 Detection error: 0.009828627109527588 time: 11:10:50.294038
- B/E: 33 / 271 , Gen_loss: -0.362623 MI_loss: 21.95696 Detection error: 0.00982445478439331 time: 11:10:51.183074
- B/E: 34 / 271 , Gen_loss: -0.35187265 MI_loss: 21.341839 Detection error: 0.009808957576751709 time: 11:10:52.070724
- B/E: 35 / 271 , Gen_loss: -0.35951445 MI_loss: 21.808187 Detection error: 0.009805560111999512 time: 11:10:52.858047
- B/E: 36 / 271 , Gen_loss: -0.36326826 MI_loss: 21.826618 Detection error: 0.009803235530853271 time: 11:10:53.712119
- B/E: 37 / 271 , Gen_loss: -0.3617318 MI_loss: 21.868927 Detection error: 0.009794414043426514 time: 11:10:54.540711
- B/E: 38 / 271 , Gen_loss: -0.35634047 MI_loss: 21.628605 Detection error: 0.00982290506362915 time: 11:10:55.375215
- B/E: 39 / 271 , Gen_loss: -0.36140054 MI_loss: 21.858496 Detection error: 0.00980311632156372 time: 11:10:56.186718
- B/E: 40 / 271 , Gen_loss: -0.36645895 MI_loss: 22.253958 Detection error: 0.009786605834960938 time: 11:10:56.960550
- B/E: 41 / 271 , Gen_loss: -0.36193684 MI_loss: 21.957483 Detection error: 0.009784221649169922 time: 11:10:57.915134
- B/E: 42 / 271 , Gen_loss: -0.35095263 MI_loss: 21.133722 Detection error: 0.009792149066925049 time: 11:10:58.800282
- B/E: 43 / 271 , Gen_loss: -0.3476298 MI_loss: 21.055733 Detection error: 0.009784817695617676 time: 11:10:59.632172
- B/E: 44 / 271 , Gen_loss: -0.35875338 MI_loss: 21.74348 Detection error: 0.00980067253112793 time: 11:11:00.408298
- B/E: 45 / 271 , Gen_loss: -0.35902163 MI_loss: 21.813942 Detection error: 0.009804368019104004 time: 11:11:01.182127
- B/E: 46 / 271 , Gen_loss: -0.3571106 MI_loss: 21.535517 Detection error: 0.009817183017730713 time: 11:11:01.956854
- B/E: 47 / 271 , Gen_loss: -0.36131266 MI_loss: 21.809725 Detection error: 0.009813785552978516 time: 11:11:02.771233
- B/E: 48 / 271 , Gen_loss: -0.36064816 MI_loss: 21.895544 Detection error: 0.00981760025024414 time: 11:11:03.541281
- B/E: 49 / 271 , Gen_loss: -0.35742074 MI_loss: 21.633307 Detection error: 0.009826898574829102 time: 11:11:04.412761
- B/E: 50 / 271 , Gen_loss: -0.35487542 MI_loss: 21.433369 Detection error: 0.0098419189453125 time: 11:11:05.304218
- B/E: 51 / 271 , Gen_loss: -0.36352518 MI_loss: 22.057158 Detection error: 0.009839534759521484 time: 11:11:06.214005
- B/E: 52 / 271 , Gen_loss: -0.36407977 MI_loss: 21.906258 Detection error: 0.009837865829467773 time: 11:11:06.988002
- B/E: 53 / 271 , Gen_loss: -0.36978036 MI_loss: 22.261988 Detection error: 0.00984954833984375 time: 11:11:07.758466
- B/E: 54 / 271 , Gen_loss: -0.35558346 MI_loss: 21.557484 Detection error: 0.009850025177001953 time: 11:11:08.533746
- B/E: 55 / 271 , Gen_loss: -0.3599521 MI_loss: 21.834757 Detection error: 0.009833157062530518 time: 11:11:09.346541
- B/E: 56 / 271 , Gen_loss: -0.35798734 MI_loss: 21.568226 Detection error: 0.009814143180847168 time: 11:11:10.118819
- B/E: 57 / 271 , Gen_loss: -0.36101428 MI_loss: 21.873434 Detection error: 0.009806573390960693 time: 11:11:10.968704
- B/E: 58 / 271 , Gen_loss: -0.35212797 MI_loss: 21.352009 Detection error: 0.009802937507629395 time: 11:11:11.776429
- B/E: 59 / 271 , Gen_loss: -0.35436112 MI_loss: 21.433987 Detection error: 0.009820818901062012 time: 11:11:12.662606
- B/E: 60 / 271 , Gen_loss: -0.35951898 MI_loss: 21.708014 Detection error: 0.009807884693145752 time: 11:11:13.544766
- B/E: 61 / 271 , Gen_loss: -0.35600898 MI_loss: 21.69341 Detection error: 0.00981050729751587 time: 11:11:14.434814
- B/E: 62 / 271 , Gen_loss: -0.37138632 MI_loss: 22.477985 Detection error: 0.009818434715270996 time: 11:11:15.321492
- B/E: 63 / 271 , Gen_loss: -0.36018348 MI_loss: 21.944683 Detection error: 0.009813964366912842 time: 11:11:16.205041
- B/E: 64 / 271 , Gen_loss: -0.35533622 MI_loss: 21.6034 Detection error: 0.009810566902160645 time: 11:11:17.119764
- B/E: 65 / 271 , Gen_loss: -0.3715532 MI_loss: 22.446493 Detection error: 0.009806811809539795 time: 11:11:18.007707
- B/E: 66 / 271 , Gen_loss: -0.36543414 MI_loss: 22.096556 Detection error: 0.009810149669647217 time: 11:11:18.902189
- B/E: 67 / 271 , Gen_loss: -0.36400053 MI_loss: 22.04145 Detection error: 0.009800553321838379 time: 11:11:19.764031
- B/E: 68 / 271 , Gen_loss: -0.35823247 MI_loss: 21.787117 Detection error: 0.009810209274291992 time: 11:11:20.543309
- B/E: 69 / 271 , Gen_loss: -0.36249965 MI_loss: 21.966984 Detection error: 0.00981205701828003 time: 11:11:21.399763
- B/E: 70 / 271 , Gen_loss: -0.3573728 MI_loss: 21.62698 Detection error: 0.009809434413909912 time: 11:11:22.282162
- B/E: 71 / 271 , Gen_loss: -0.35058865 MI_loss: 21.247358 Detection error: 0.009810328483581543 time: 11:11:23.171584
- B/E: 72 / 271 , Gen_loss: -0.36185706 MI_loss: 21.913069 Detection error: 0.00981295108795166 time: 11:11:24.052717
- B/E: 73 / 271 , Gen_loss: -0.35896656 MI_loss: 21.724407 Detection error: 0.009801089763641357 time: 11:11:25.036189
- B/E: 74 / 271 , Gen_loss: -0.35646263 MI_loss: 21.611874 Detection error: 0.009800434112548828 time: 11:11:25.918677
- B/E: 75 / 271 , Gen_loss: -0.35554573 MI_loss: 21.618324 Detection error: 0.009793579578399658 time: 11:11:26.812654
- B/E: 76 / 271 , Gen_loss: -0.3575596 MI_loss: 21.710867 Detection error: 0.009801924228668213 time: 11:11:27.698223
- B/E: 77 / 271 , Gen_loss: -0.37961254 MI_loss: 22.9399 Detection error: 0.009802460670471191 time: 11:11:28.576518
- B/E: 78 / 271 , Gen_loss: -0.36339706 MI_loss: 21.91217 Detection error: 0.009791910648345947 time: 11:11:29.455659
- B/E: 79 / 271 , Gen_loss: -0.3494162 MI_loss: 21.203308 Detection error: 0.009807407855987549 time: 11:11:30.339596
- B/E: 80 / 271 , Gen_loss: -0.36796692 MI_loss: 22.331211 Detection error: 0.009810984134674072 time: 11:11:31.222923
- B/E: 81 / 271 , Gen_loss: -0.35709062 MI_loss: 21.62281 Detection error: 0.009797275066375732 time: 11:11:32.108770
- B/E: 82 / 271 , Gen_loss: -0.35941637 MI_loss: 21.879488 Detection error: 0.00980234146118164 time: 11:11:32.920708
- B/E: 83 / 271 , Gen_loss: -0.35882387 MI_loss: 21.78934 Detection error: 0.00980764627456665 time: 11:11:33.818246
- B/E: 84 / 271 , Gen_loss: -0.35374585 MI_loss: 21.530361 Detection error: 0.009804785251617432 time: 11:11:34.708509
- B/E: 85 / 271 , Gen_loss: -0.35977936 MI_loss: 21.726048 Detection error: 0.009781599044799805 time: 11:11:35.590483
- B/E: 86 / 271 , Gen_loss: -0.36579582 MI_loss: 22.096134 Detection error: 0.009783744812011719 time: 11:11:36.476261
- B/E: 87 / 271 , Gen_loss: -0.36209223 MI_loss: 21.74438 Detection error: 0.009761691093444824 time: 11:11:37.365382
- B/E: 88 / 271 , Gen_loss: -0.3554291 MI_loss: 21.60891 Detection error: 0.00976264476776123 time: 11:11:38.253134
- B/E: 89 / 271 , Gen_loss: -0.3620537 MI_loss: 21.87518 Detection error: 0.009768426418304443 time: 11:11:39.220904
- B/E: 90 / 271 , Gen_loss: -0.36636037 MI_loss: 22.16935 Detection error: 0.00977027416229248 time: 11:11:40.109411
- B/E: 91 / 271 , Gen_loss: -0.35723743 MI_loss: 21.67667 Detection error: 0.009771406650543213 time: 11:11:40.991083
- B/E: 92 / 271 , Gen_loss: -0.34630194 MI_loss: 21.081036 Detection error: 0.009764134883880615 time: 11:11:41.878492
- B/E: 93 / 271 , Gen_loss: -0.35682452 MI_loss: 21.679768 Detection error: 0.00976330041885376 time: 11:11:42.760733
- B/E: 94 / 271 , Gen_loss: -0.35764647 MI_loss: 21.869324 Detection error: 0.00977468490600586 time: 11:11:43.652718
- B/E: 95 / 271 , Gen_loss: -0.36696932 MI_loss: 22.447762 Detection error: 0.009781599044799805 time: 11:11:44.537327
- B/E: 96 / 271 , Gen_loss: -0.3598424 MI_loss: 21.798748 Detection error: 0.00977998971939087 time: 11:11:45.420661
- B/E: 97 / 271 , Gen_loss: -0.36738646 MI_loss: 22.330933 Detection error: 0.009774863719940186 time: 11:11:46.308083
- B/E: 98 / 271 , Gen_loss: -0.35554007 MI_loss: 21.41563 Detection error: 0.009763896465301514 time: 11:11:47.192597
- B/E: 99 / 271 , Gen_loss: -0.36029744 MI_loss: 21.607162 Detection error: 0.009759664535522461 time: 11:11:48.073902
- B/E: 100 / 271 , Gen_loss: -0.35890546 MI_loss: 21.72389 Detection error: 0.009764254093170166 time: 11:11:48.961767
- B/E: 101 / 271 , Gen_loss: -0.36477965 MI_loss: 22.073013 Detection error: 0.009771466255187988 time: 11:11:49.760310
- B/E: 102 / 271 , Gen_loss: -0.35403764 MI_loss: 21.504131 Detection error: 0.009770035743713379 time: 11:11:50.607064
- B/E: 103 / 271 , Gen_loss: -0.3690303 MI_loss: 22.30922 Detection error: 0.00976860523223877 time: 11:11:51.376747
- B/E: 104 / 271 , Gen_loss: -0.3625196 MI_loss: 21.949106 Detection error: 0.009768128395080566 time: 11:11:52.239619
- B/E: 105 / 271 , Gen_loss: -0.3667393 MI_loss: 22.24477 Detection error: 0.009765028953552246 time: 11:11:53.208713
- B/E: 106 / 271 , Gen_loss: -0.3583241 MI_loss: 21.671146 Detection error: 0.009771585464477539 time: 11:11:54.089038
- B/E: 107 / 271 , Gen_loss: -0.35539305 MI_loss: 21.568483 Detection error: 0.009771406650543213 time: 11:11:54.980982
- B/E: 108 / 271 , Gen_loss: -0.36097518 MI_loss: 21.919477 Detection error: 0.009775519371032715 time: 11:11:55.863057
- B/E: 109 / 271 , Gen_loss: -0.35613674 MI_loss: 21.587734 Detection error: 0.009769022464752197 time: 11:11:56.749840
- B/E: 110 / 271 , Gen_loss: -0.36522505 MI_loss: 22.072262 Detection error: 0.00976407527923584 time: 11:11:57.668361
- B/E: 111 / 271 , Gen_loss: -0.36888993 MI_loss: 22.209658 Detection error: 0.0097581148147583 time: 11:11:58.549660
- B/E: 112 / 271 , Gen_loss: -0.37278527 MI_loss: 22.367804 Detection error: 0.009754717350006104 time: 11:11:59.434212
- B/E: 113 / 271 , Gen_loss: -0.35765457 MI_loss: 21.797642 Detection error: 0.009765625 time: 11:12:00.339816
- B/E: 114 / 271 , Gen_loss: -0.35921916 MI_loss: 21.83993 Detection error: 0.00976574420928955 time: 11:12:01.225411
- B/E: 115 / 271 , Gen_loss: -0.3591746 MI_loss: 21.604416 Detection error: 0.009765088558197021 time: 11:12:02.110295
- B/E: 116 / 271 , Gen_loss: -0.35656103 MI_loss: 21.60693 Detection error: 0.009763598442077637 time: 11:12:02.994512
- B/E: 117 / 271 , Gen_loss: -0.3520563 MI_loss: 21.305923 Detection error: 0.009763777256011963 time: 11:12:03.881791
- B/E: 118 / 271 , Gen_loss: -0.369155 MI_loss: 22.38617 Detection error: 0.00975733995437622 time: 11:12:04.764120
- B/E: 119 / 271 , Gen_loss: -0.36208236 MI_loss: 21.880898 Detection error: 0.00975024700164795 time: 11:12:05.654740
- B/E: 120 / 271 , Gen_loss: -0.3521277 MI_loss: 21.424934 Detection error: 0.009748697280883789 time: 11:12:06.569789
- B/E: 121 / 271 , Gen_loss: -0.35091138 MI_loss: 21.401953 Detection error: 0.009752333164215088 time: 11:12:07.551208
- B/E: 122 / 271 , Gen_loss: -0.3608196 MI_loss: 21.842815 Detection error: 0.009748220443725586 time: 11:12:08.434926
- B/E: 123 / 271 , Gen_loss: -0.36735746 MI_loss: 22.139471 Detection error: 0.00974118709564209 time: 11:12:09.323117
- B/E: 124 / 271 , Gen_loss: -0.35956112 MI_loss: 21.813768 Detection error: 0.009740233421325684 time: 11:12:10.209653
- B/E: 125 / 271 , Gen_loss: -0.352709 MI_loss: 21.42659 Detection error: 0.00974184274673462 time: 11:12:11.095753
- B/E: 126 / 271 , Gen_loss: -0.3596284 MI_loss: 21.899239 Detection error: 0.009752452373504639 time: 11:12:11.980112
- B/E: 127 / 271 , Gen_loss: -0.35610017 MI_loss: 21.69934 Detection error: 0.009753406047821045 time: 11:12:12.866068
- B/E: 128 / 271 , Gen_loss: -0.36606374 MI_loss: 22.28154 Detection error: 0.009758234024047852 time: 11:12:13.749975
- B/E: 129 / 271 , Gen_loss: -0.35854355 MI_loss: 21.796335 Detection error: 0.009762048721313477 time: 11:12:14.639619
- B/E: 130 / 271 , Gen_loss: -0.36283988 MI_loss: 21.980024 Detection error: 0.009769558906555176 time: 11:12:15.529410
- B/E: 131 / 271 , Gen_loss: -0.3647168 MI_loss: 22.127462 Detection error: 0.009775102138519287 time: 11:12:16.412121
- B/E: 132 / 271 , Gen_loss: -0.35928416 MI_loss: 21.837515 Detection error: 0.00977182388305664 time: 11:12:17.293942
- B/E: 133 / 271 , Gen_loss: -0.36241704 MI_loss: 21.947006 Detection error: 0.009774982929229736 time: 11:12:18.182791
- B/E: 134 / 271 , Gen_loss: -0.3612841 MI_loss: 21.946884 Detection error: 0.009779632091522217 time: 11:12:19.067360
- B/E: 135 / 271 , Gen_loss: -0.35895208 MI_loss: 21.873098 Detection error: 0.009781718254089355 time: 11:12:19.948728
- B/E: 136 / 271 , Gen_loss: -0.3584711 MI_loss: 21.717733 Detection error: 0.009784221649169922 time: 11:12:20.835174
- B/E: 137 / 271 , Gen_loss: -0.3426655 MI_loss: 20.676098 Detection error: 0.009783506393432617 time: 11:12:21.762775
- B/E: 138 / 271 , Gen_loss: -0.351365 MI_loss: 21.267159 Detection error: 0.009790897369384766 time: 11:12:22.671005
- B/E: 139 / 271 , Gen_loss: -0.37391672 MI_loss: 22.600725 Detection error: 0.009798884391784668 time: 11:12:23.557112
- B/E: 140 / 271 , Gen_loss: -0.36203933 MI_loss: 21.993359 Detection error: 0.009795665740966797 time: 11:12:24.440822
- B/E: 141 / 271 , Gen_loss: -0.3629403 MI_loss: 21.925373 Detection error: 0.00978916883468628 time: 11:12:25.330814
- B/E: 142 / 271 , Gen_loss: -0.35677764 MI_loss: 21.595615 Detection error: 0.009788870811462402 time: 11:12:26.216074
- B/E: 143 / 271 , Gen_loss: -0.3606729 MI_loss: 21.802517 Detection error: 0.009785830974578857 time: 11:12:27.113981
- B/E: 144 / 271 , Gen_loss: -0.36226696 MI_loss: 21.987366 Detection error: 0.009798288345336914 time: 11:12:27.996591
- B/E: 145 / 271 , Gen_loss: -0.36285245 MI_loss: 21.904564 Detection error: 0.00980520248413086 time: 11:12:28.883604
- B/E: 146 / 271 , Gen_loss: -0.35650972 MI_loss: 21.518099 Detection error: 0.009803354740142822 time: 11:12:29.778930
- B/E: 147 / 271 , Gen_loss: -0.36064094 MI_loss: 21.771334 Detection error: 0.00980532169342041 time: 11:12:30.665147
- B/E: 148 / 271 , Gen_loss: -0.3588429 MI_loss: 21.86876 Detection error: 0.009807050228118896 time: 11:12:31.549998
- B/E: 149 / 271 , Gen_loss: -0.3579104 MI_loss: 21.828526 Detection error: 0.009812474250793457 time: 11:12:32.435349
-
- Test Loss: 10.259456 Test Error: 0.010658323764801025
- -----
- EPOCH: 272
- B/E: 0 / 272 , Gen_loss: -0.3619009 MI_loss: 21.806879 Detection error: 0.010249972343444824 time: 11:12:34.372654
- B/E: 1 / 272 , Gen_loss: -0.34968874 MI_loss: 21.247309 Detection error: 0.010359346866607666 time: 11:13:14.929242
- B/E: 2 / 272 , Gen_loss: -0.36628574 MI_loss: 22.16442 Detection error: 0.00970834493637085 time: 11:13:15.951434
- B/E: 3 / 272 , Gen_loss: -0.35840783 MI_loss: 21.798222 Detection error: 0.00960153341293335 time: 11:13:16.845078
- B/E: 4 / 272 , Gen_loss: -0.36579964 MI_loss: 22.097258 Detection error: 0.009612500667572021 time: 11:13:17.736447
- B/E: 5 / 272 , Gen_loss: -0.3581572 MI_loss: 21.905443 Detection error: 0.00967186689376831 time: 11:13:18.656902
- B/E: 6 / 272 , Gen_loss: -0.3551302 MI_loss: 21.518919 Detection error: 0.00976783037185669 time: 11:13:19.542793
- B/E: 7 / 272 , Gen_loss: -0.36110598 MI_loss: 21.806755 Detection error: 0.009820342063903809 time: 11:13:20.424091
- B/E: 8 / 272 , Gen_loss: -0.36320958 MI_loss: 21.88412 Detection error: 0.009750008583068848 time: 11:13:21.328902
- B/E: 9 / 272 , Gen_loss: -0.3746937 MI_loss: 22.688663 Detection error: 0.009690642356872559 time: 11:13:22.212248
- B/E: 10 / 272 , Gen_loss: -0.36056602 MI_loss: 21.844196 Detection error: 0.009758532047271729 time: 11:13:23.093628
- B/E: 11 / 272 , Gen_loss: -0.36685118 MI_loss: 22.19757 Detection error: 0.009768247604370117 time: 11:13:23.974568
- B/E: 12 / 272 , Gen_loss: -0.35828573 MI_loss: 21.677433 Detection error: 0.009831726551055908 time: 11:13:24.858853
- B/E: 13 / 272 , Gen_loss: -0.35914296 MI_loss: 21.856989 Detection error: 0.00982588529586792 time: 11:13:25.740373
- B/E: 14 / 272 , Gen_loss: -0.35975328 MI_loss: 21.730904 Detection error: 0.009795844554901123 time: 11:13:26.622803
- B/E: 15 / 272 , Gen_loss: -0.3698513 MI_loss: 22.506054 Detection error: 0.00981837511062622 time: 11:13:27.508068
- B/E: 16 / 272 , Gen_loss: -0.3637738 MI_loss: 22.038462 Detection error: 0.009808838367462158 time: 11:13:28.390669
- B/E: 17 / 272 , Gen_loss: -0.35596377 MI_loss: 21.657532 Detection error: 0.00981074571609497 time: 11:13:29.272573
- B/E: 18 / 272 , Gen_loss: -0.36423105 MI_loss: 22.151373 Detection error: 0.009748339653015137 time: 11:13:30.251178
- B/E: 19 / 272 , Gen_loss: -0.35889307 MI_loss: 21.847137 Detection error: 0.009743750095367432 time: 11:13:31.129959
- B/E: 20 / 272 , Gen_loss: -0.36141273 MI_loss: 21.895119 Detection error: 0.009803593158721924 time: 11:13:32.013896
- B/E: 21 / 272 , Gen_loss: -0.3586873 MI_loss: 21.768642 Detection error: 0.009820997714996338 time: 11:13:32.903117
- B/E: 22 / 272 , Gen_loss: -0.36180958 MI_loss: 21.923157 Detection error: 0.009790778160095215 time: 11:13:33.785746
- B/E: 23 / 272 , Gen_loss: -0.36372584 MI_loss: 22.013346 Detection error: 0.009779930114746094 time: 11:13:34.619233
- B/E: 24 / 272 , Gen_loss: -0.35312364 MI_loss: 21.340054 Detection error: 0.009781241416931152 time: 11:13:35.427912
- B/E: 25 / 272 , Gen_loss: -0.36614907 MI_loss: 22.086617 Detection error: 0.009799301624298096 time: 11:13:36.209774
- B/E: 26 / 272 , Gen_loss: -0.34398615 MI_loss: 20.983942 Detection error: 0.009853005409240723 time: 11:13:36.993784
- B/E: 27 / 272 , Gen_loss: -0.36005425 MI_loss: 21.869772 Detection error: 0.009858250617980957 time: 11:13:37.867237
- B/E: 28 / 272 , Gen_loss: -0.36527964 MI_loss: 22.280352 Detection error: 0.009863138198852539 time: 11:13:38.684235
- B/E: 29 / 272 , Gen_loss: -0.35847017 MI_loss: 21.852507 Detection error: 0.009865641593933105 time: 11:13:39.459644
- B/E: 30 / 272 , Gen_loss: -0.35668024 MI_loss: 21.526955 Detection error: 0.009851813316345215 time: 11:13:40.233434
- B/E: 31 / 272 , Gen_loss: -0.35129714 MI_loss: 21.134727 Detection error: 0.009837865829467773 time: 11:13:41.089600
- B/E: 32 / 272 , Gen_loss: -0.35744825 MI_loss: 21.69321 Detection error: 0.009830474853515625 time: 11:13:41.870029
- B/E: 33 / 272 , Gen_loss: -0.3623026 MI_loss: 22.017073 Detection error: 0.0098189115524292 time: 11:13:42.644590
- B/E: 34 / 272 , Gen_loss: -0.35887265 MI_loss: 21.84826 Detection error: 0.00981605052947998 time: 11:13:43.415875
- B/E: 35 / 272 , Gen_loss: -0.35159627 MI_loss: 21.340237 Detection error: 0.009795129299163818 time: 11:13:44.188011
- B/E: 36 / 272 , Gen_loss: -0.35338435 MI_loss: 21.326889 Detection error: 0.009799838066101074 time: 11:13:44.962980
- B/E: 37 / 272 , Gen_loss: -0.35649946 MI_loss: 21.811314 Detection error: 0.009789466857910156 time: 11:13:45.736462
- B/E: 38 / 272 , Gen_loss: -0.3679579 MI_loss: 22.361092 Detection error: 0.009813308715820312 time: 11:13:46.616402
- B/E: 39 / 272 , Gen_loss: -0.35436228 MI_loss: 21.29516 Detection error: 0.00980311632156372 time: 11:13:47.499680
- B/E: 40 / 272 , Gen_loss: -0.36018428 MI_loss: 21.78165 Detection error: 0.009793460369110107 time: 11:13:48.383864
- B/E: 41 / 272 , Gen_loss: -0.3665442 MI_loss: 22.25121 Detection error: 0.00978940725326538 time: 11:13:49.268110
- B/E: 42 / 272 , Gen_loss: -0.35790628 MI_loss: 21.703074 Detection error: 0.00979071855545044 time: 11:13:50.152453
- B/E: 43 / 272 , Gen_loss: -0.36241594 MI_loss: 21.882418 Detection error: 0.009791195392608643 time: 11:13:51.049106
- B/E: 44 / 272 , Gen_loss: -0.35448247 MI_loss: 21.593513 Detection error: 0.009802103042602539 time: 11:13:51.931207
- B/E: 45 / 272 , Gen_loss: -0.36244825 MI_loss: 21.987259 Detection error: 0.009805023670196533 time: 11:13:52.820636
- B/E: 46 / 272 , Gen_loss: -0.36857912 MI_loss: 22.453184 Detection error: 0.009817183017730713 time: 11:13:53.709715
- B/E: 47 / 272 , Gen_loss: -0.37363172 MI_loss: 22.498161 Detection error: 0.009822249412536621 time: 11:13:54.601512
- B/E: 48 / 272 , Gen_loss: -0.36439443 MI_loss: 22.175703 Detection error: 0.009827196598052979 time: 11:13:55.560385
- B/E: 49 / 272 , Gen_loss: -0.36742362 MI_loss: 22.23288 Detection error: 0.009836852550506592 time: 11:13:56.478097
- B/E: 50 / 272 , Gen_loss: -0.35073587 MI_loss: 21.290634 Detection error: 0.009838223457336426 time: 11:13:57.313864
- B/E: 51 / 272 , Gen_loss: -0.36919266 MI_loss: 22.465021 Detection error: 0.009835958480834961 time: 11:13:58.172815
- B/E: 52 / 272 , Gen_loss: -0.3633966 MI_loss: 21.893095 Detection error: 0.00983726978302002 time: 11:13:59.050123
- B/E: 53 / 272 , Gen_loss: -0.35896114 MI_loss: 21.652678 Detection error: 0.009850144386291504 time: 11:13:59.901742
- B/E: 54 / 272 , Gen_loss: -0.3597467 MI_loss: 21.629124 Detection error: 0.009843170642852783 time: 11:14:00.755067
- B/E: 55 / 272 , Gen_loss: -0.36335298 MI_loss: 22.018763 Detection error: 0.009835362434387207 time: 11:14:01.623847
- B/E: 56 / 272 , Gen_loss: -0.36324534 MI_loss: 22.058445 Detection error: 0.009815216064453125 time: 11:14:02.490993
- B/E: 57 / 272 , Gen_loss: -0.3663229 MI_loss: 22.169918 Detection error: 0.00981360673904419 time: 11:14:03.344588
- B/E: 58 / 272 , Gen_loss: -0.3470796 MI_loss: 21.077242 Detection error: 0.009795546531677246 time: 11:14:04.235091
- B/E: 59 / 272 , Gen_loss: -0.36566755 MI_loss: 22.254799 Detection error: 0.009815096855163574 time: 11:14:05.119584
- B/E: 60 / 272 , Gen_loss: -0.3740086 MI_loss: 22.44996 Detection error: 0.009808897972106934 time: 11:14:06.007086
- B/E: 61 / 272 , Gen_loss: -0.36299926 MI_loss: 21.918129 Detection error: 0.00980442762374878 time: 11:14:06.891704
- B/E: 62 / 272 , Gen_loss: -0.36861625 MI_loss: 22.451826 Detection error: 0.00981450080871582 time: 11:14:07.775767
- B/E: 63 / 272 , Gen_loss: -0.35683057 MI_loss: 21.800714 Detection error: 0.009806632995605469 time: 11:14:08.766876
- B/E: 64 / 272 , Gen_loss: -0.36582685 MI_loss: 22.180138 Detection error: 0.00980675220489502 time: 11:14:09.649001
- B/E: 65 / 272 , Gen_loss: -0.36218604 MI_loss: 22.000145 Detection error: 0.009807765483856201 time: 11:14:10.531541
- B/E: 66 / 272 , Gen_loss: -0.37086025 MI_loss: 22.398964 Detection error: 0.00979757308959961 time: 11:14:11.415088
- B/E: 67 / 272 , Gen_loss: -0.35824928 MI_loss: 21.764856 Detection error: 0.009790420532226562 time: 11:14:12.298785
- B/E: 68 / 272 , Gen_loss: -0.3556657 MI_loss: 21.513954 Detection error: 0.009795308113098145 time: 11:14:13.180380
- B/E: 69 / 272 , Gen_loss: -0.35513583 MI_loss: 21.495937 Detection error: 0.009801328182220459 time: 11:14:14.067499
- B/E: 70 / 272 , Gen_loss: -0.36715418 MI_loss: 22.192078 Detection error: 0.009802818298339844 time: 11:14:14.951677
- B/E: 71 / 272 , Gen_loss: -0.35565013 MI_loss: 21.607533 Detection error: 0.009801208972930908 time: 11:14:15.835041
- B/E: 72 / 272 , Gen_loss: -0.35899568 MI_loss: 21.897251 Detection error: 0.00980222225189209 time: 11:14:16.725134
- B/E: 73 / 272 , Gen_loss: -0.36014575 MI_loss: 21.858135 Detection error: 0.009796440601348877 time: 11:14:17.606942
- B/E: 74 / 272 , Gen_loss: -0.36529797 MI_loss: 22.367292 Detection error: 0.009792089462280273 time: 11:14:18.489032
- B/E: 75 / 272 , Gen_loss: -0.35422382 MI_loss: 21.49295 Detection error: 0.00979071855545044 time: 11:14:19.372411
- B/E: 76 / 272 , Gen_loss: -0.36067396 MI_loss: 21.80511 Detection error: 0.00979626178741455 time: 11:14:20.260104
- B/E: 77 / 272 , Gen_loss: -0.36012706 MI_loss: 21.779116 Detection error: 0.009801268577575684 time: 11:14:21.076136
- B/E: 78 / 272 , Gen_loss: -0.35904697 MI_loss: 21.778805 Detection error: 0.009784400463104248 time: 11:14:21.927754
- B/E: 79 / 272 , Gen_loss: -0.36014017 MI_loss: 21.825577 Detection error: 0.009794950485229492 time: 11:14:22.902007
- B/E: 80 / 272 , Gen_loss: -0.36469904 MI_loss: 22.184507 Detection error: 0.009814023971557617 time: 11:14:23.787421
- B/E: 81 / 272 , Gen_loss: -0.35652238 MI_loss: 21.549751 Detection error: 0.009803712368011475 time: 11:14:24.676421
- B/E: 82 / 272 , Gen_loss: -0.35726812 MI_loss: 21.648632 Detection error: 0.00980156660079956 time: 11:14:25.562181
- B/E: 83 / 272 , Gen_loss: -0.3586007 MI_loss: 21.882 Detection error: 0.009806931018829346 time: 11:14:26.451457
- B/E: 84 / 272 , Gen_loss: -0.35945967 MI_loss: 21.842108 Detection error: 0.009803295135498047 time: 11:14:27.335175
- B/E: 85 / 272 , Gen_loss: -0.35986894 MI_loss: 21.677382 Detection error: 0.00978231430053711 time: 11:14:28.224650
- B/E: 86 / 272 , Gen_loss: -0.36146075 MI_loss: 22.001547 Detection error: 0.0097808837890625 time: 11:14:29.109354
- B/E: 87 / 272 , Gen_loss: -0.36562997 MI_loss: 22.106398 Detection error: 0.009768486022949219 time: 11:14:29.993397
- B/E: 88 / 272 , Gen_loss: -0.35741276 MI_loss: 21.703327 Detection error: 0.009761929512023926 time: 11:14:30.907613
- B/E: 89 / 272 , Gen_loss: -0.36400113 MI_loss: 22.126099 Detection error: 0.009766340255737305 time: 11:14:31.786238
- B/E: 90 / 272 , Gen_loss: -0.3660715 MI_loss: 22.149788 Detection error: 0.009765803813934326 time: 11:14:32.695849
- B/E: 91 / 272 , Gen_loss: -0.35872364 MI_loss: 21.72063 Detection error: 0.009773790836334229 time: 11:14:33.692457
- B/E: 92 / 272 , Gen_loss: -0.3594338 MI_loss: 21.741474 Detection error: 0.009766459465026855 time: 11:14:34.575580
- B/E: 93 / 272 , Gen_loss: -0.35395196 MI_loss: 21.414091 Detection error: 0.009761631488800049 time: 11:14:35.455076
- B/E: 94 / 272 , Gen_loss: -0.35672158 MI_loss: 21.707987 Detection error: 0.009777963161468506 time: 11:14:36.334205
- B/E: 95 / 272 , Gen_loss: -0.34923658 MI_loss: 21.26309 Detection error: 0.009781897068023682 time: 11:14:37.302766
- B/E: 96 / 272 , Gen_loss: -0.37317553 MI_loss: 22.599049 Detection error: 0.00977545976638794 time: 11:14:38.186858
- B/E: 97 / 272 , Gen_loss: -0.368717 MI_loss: 22.376686 Detection error: 0.009766578674316406 time: 11:14:39.072056
- B/E: 98 / 272 , Gen_loss: -0.3619248 MI_loss: 21.982927 Detection error: 0.009760439395904541 time: 11:14:39.984362
- B/E: 99 / 272 , Gen_loss: -0.36087757 MI_loss: 21.766058 Detection error: 0.009759664535522461 time: 11:14:40.866532
- B/E: 100 / 272 , Gen_loss: -0.35921696 MI_loss: 21.898767 Detection error: 0.009761452674865723 time: 11:14:41.750226
- B/E: 101 / 272 , Gen_loss: -0.37685367 MI_loss: 22.879765 Detection error: 0.009766876697540283 time: 11:14:42.667918
- B/E: 102 / 272 , Gen_loss: -0.36090645 MI_loss: 21.722654 Detection error: 0.009765803813934326 time: 11:14:43.521076
- B/E: 103 / 272 , Gen_loss: -0.35941958 MI_loss: 21.897587 Detection error: 0.00976264476776123 time: 11:14:44.346737
- B/E: 104 / 272 , Gen_loss: -0.3590375 MI_loss: 21.82106 Detection error: 0.009763717651367188 time: 11:14:45.213495
- B/E: 105 / 272 , Gen_loss: -0.35151744 MI_loss: 21.275652 Detection error: 0.009761512279510498 time: 11:14:46.010057
- B/E: 106 / 272 , Gen_loss: -0.35530367 MI_loss: 21.609936 Detection error: 0.009765207767486572 time: 11:14:46.938408
- B/E: 107 / 272 , Gen_loss: -0.36993483 MI_loss: 22.468203 Detection error: 0.009769082069396973 time: 11:14:47.890882
- B/E: 108 / 272 , Gen_loss: -0.3624974 MI_loss: 22.0395 Detection error: 0.009771525859832764 time: 11:14:48.761868
- B/E: 109 / 272 , Gen_loss: -0.35551473 MI_loss: 21.523447 Detection error: 0.00976872444152832 time: 11:14:49.633469
- B/E: 110 / 272 , Gen_loss: -0.367624 MI_loss: 22.019554 Detection error: 0.009759843349456787 time: 11:14:50.459778
- B/E: 111 / 272 , Gen_loss: -0.36622247 MI_loss: 22.12294 Detection error: 0.009756982326507568 time: 11:14:51.430450
- B/E: 112 / 272 , Gen_loss: -0.3647785 MI_loss: 22.136047 Detection error: 0.009754419326782227 time: 11:14:52.310818
- B/E: 113 / 272 , Gen_loss: -0.35630262 MI_loss: 21.743736 Detection error: 0.009761512279510498 time: 11:14:53.205728
- B/E: 114 / 272 , Gen_loss: -0.35447186 MI_loss: 21.528267 Detection error: 0.009761154651641846 time: 11:14:54.099601
- B/E: 115 / 272 , Gen_loss: -0.3599288 MI_loss: 21.528877 Detection error: 0.009757280349731445 time: 11:14:55.004412
- B/E: 116 / 272 , Gen_loss: -0.35582328 MI_loss: 21.682932 Detection error: 0.009758532047271729 time: 11:14:55.910311
- B/E: 117 / 272 , Gen_loss: -0.35139892 MI_loss: 21.363468 Detection error: 0.00976032018661499 time: 11:14:56.809482
- B/E: 118 / 272 , Gen_loss: -0.35023212 MI_loss: 21.234947 Detection error: 0.009756028652191162 time: 11:14:57.713703
- B/E: 119 / 272 , Gen_loss: -0.35703844 MI_loss: 21.636955 Detection error: 0.009748458862304688 time: 11:14:58.605293
- B/E: 120 / 272 , Gen_loss: -0.36882144 MI_loss: 22.418943 Detection error: 0.009744048118591309 time: 11:14:59.478670
- B/E: 121 / 272 , Gen_loss: -0.3486234 MI_loss: 21.184345 Detection error: 0.00975024700164795 time: 11:15:00.393309
- B/E: 122 / 272 , Gen_loss: -0.35914266 MI_loss: 21.74526 Detection error: 0.009744644165039062 time: 11:15:01.289200
- B/E: 123 / 272 , Gen_loss: -0.35945478 MI_loss: 21.660088 Detection error: 0.009738683700561523 time: 11:15:02.101061
- B/E: 124 / 272 , Gen_loss: -0.36178178 MI_loss: 21.976133 Detection error: 0.009738743305206299 time: 11:15:02.892240
- B/E: 125 / 272 , Gen_loss: -0.36423856 MI_loss: 22.00279 Detection error: 0.00974208116531372 time: 11:15:03.758928
- B/E: 126 / 272 , Gen_loss: -0.35232025 MI_loss: 21.46147 Detection error: 0.00974583625793457 time: 11:15:04.582395
- B/E: 127 / 272 , Gen_loss: -0.36208755 MI_loss: 21.909801 Detection error: 0.009750962257385254 time: 11:15:05.553635
- B/E: 128 / 272 , Gen_loss: -0.35279906 MI_loss: 21.447376 Detection error: 0.009753406047821045 time: 11:15:06.450475
- B/E: 129 / 272 , Gen_loss: -0.3630915 MI_loss: 22.086618 Detection error: 0.00975722074508667 time: 11:15:07.350126
- B/E: 130 / 272 , Gen_loss: -0.36609077 MI_loss: 22.274275 Detection error: 0.009764552116394043 time: 11:15:08.243588
- B/E: 131 / 272 , Gen_loss: -0.36157522 MI_loss: 21.824898 Detection error: 0.009772956371307373 time: 11:15:09.140598
- B/E: 132 / 272 , Gen_loss: -0.3700715 MI_loss: 22.417982 Detection error: 0.009768307209014893 time: 11:15:10.038576
- B/E: 133 / 272 , Gen_loss: -0.35492533 MI_loss: 21.615566 Detection error: 0.009773790836334229 time: 11:15:10.914347
- B/E: 134 / 272 , Gen_loss: -0.35896534 MI_loss: 21.837961 Detection error: 0.00977867841720581 time: 11:15:11.826567
- B/E: 135 / 272 , Gen_loss: -0.35612816 MI_loss: 21.533493 Detection error: 0.009778738021850586 time: 11:15:12.731105
- B/E: 136 / 272 , Gen_loss: -0.3665212 MI_loss: 22.191544 Detection error: 0.009783744812011719 time: 11:15:13.628802
- B/E: 137 / 272 , Gen_loss: -0.35692504 MI_loss: 21.70206 Detection error: 0.009781956672668457 time: 11:15:14.518072
- B/E: 138 / 272 , Gen_loss: -0.36955327 MI_loss: 22.504875 Detection error: 0.009785294532775879 time: 11:15:15.379745
- B/E: 139 / 272 , Gen_loss: -0.36617112 MI_loss: 22.23352 Detection error: 0.009793758392333984 time: 11:15:16.184596
- B/E: 140 / 272 , Gen_loss: -0.37296402 MI_loss: 22.65257 Detection error: 0.009790539741516113 time: 11:15:17.071854
- B/E: 141 / 272 , Gen_loss: -0.36078495 MI_loss: 21.815598 Detection error: 0.009784102439880371 time: 11:15:17.960385
- B/E: 142 / 272 , Gen_loss: -0.3728187 MI_loss: 22.55286 Detection error: 0.009786725044250488 time: 11:15:18.914939
- B/E: 143 / 272 , Gen_loss: -0.36932522 MI_loss: 22.368189 Detection error: 0.00978231430053711 time: 11:15:19.797094
- B/E: 144 / 272 , Gen_loss: -0.349934 MI_loss: 21.193438 Detection error: 0.009796977043151855 time: 11:15:20.709844
- B/E: 145 / 272 , Gen_loss: -0.3551132 MI_loss: 21.452244 Detection error: 0.009800970554351807 time: 11:15:21.616247
- B/E: 146 / 272 , Gen_loss: -0.3510559 MI_loss: 21.213337 Detection error: 0.00980144739151001 time: 11:15:22.517544
- B/E: 147 / 272 , Gen_loss: -0.3689936 MI_loss: 22.278177 Detection error: 0.009800255298614502 time: 11:15:23.432497
- B/E: 148 / 272 , Gen_loss: -0.36733907 MI_loss: 22.163357 Detection error: 0.009803712368011475 time: 11:15:24.330903
- B/E: 149 / 272 , Gen_loss: -0.36420527 MI_loss: 22.12065 Detection error: 0.009809792041778564 time: 11:15:25.225044
-
- Test Loss: 10.261927 Test Error: 0.01064997911453247
- -----
- EPOCH: 273
- B/E: 0 / 273 , Gen_loss: -0.3522308 MI_loss: 21.2869 Detection error: 0.010375022888183594 time: 11:15:27.179385
- B/E: 1 / 273 , Gen_loss: -0.3564501 MI_loss: 21.595379 Detection error: 0.010046899318695068 time: 11:16:09.095498
- B/E: 2 / 273 , Gen_loss: -0.35727346 MI_loss: 21.46697 Detection error: 0.009718775749206543 time: 11:16:10.062404
- B/E: 3 / 273 , Gen_loss: -0.35582155 MI_loss: 21.562037 Detection error: 0.00953906774520874 time: 11:16:10.949109
- B/E: 4 / 273 , Gen_loss: -0.3545486 MI_loss: 21.544659 Detection error: 0.009693741798400879 time: 11:16:11.840408
- B/E: 5 / 273 , Gen_loss: -0.3484003 MI_loss: 21.179794 Detection error: 0.009739577770233154 time: 11:16:12.839586
- B/E: 6 / 273 , Gen_loss: -0.36269224 MI_loss: 21.94107 Detection error: 0.009808063507080078 time: 11:16:13.744742
- B/E: 7 / 273 , Gen_loss: -0.3615987 MI_loss: 22.063599 Detection error: 0.009882807731628418 time: 11:16:14.642936
- B/E: 8 / 273 , Gen_loss: -0.36225694 MI_loss: 21.914663 Detection error: 0.009795129299163818 time: 11:16:15.541667
- B/E: 9 / 273 , Gen_loss: -0.36258185 MI_loss: 22.032495 Detection error: 0.009774982929229736 time: 11:16:16.437881
- B/E: 10 / 273 , Gen_loss: -0.36707863 MI_loss: 22.189293 Detection error: 0.009727299213409424 time: 11:16:17.335848
- B/E: 11 / 273 , Gen_loss: -0.36393055 MI_loss: 22.082521 Detection error: 0.009789049625396729 time: 11:16:18.239027
- B/E: 12 / 273 , Gen_loss: -0.36470836 MI_loss: 22.081547 Detection error: 0.009834110736846924 time: 11:16:19.136608
- B/E: 13 / 273 , Gen_loss: -0.35783517 MI_loss: 21.696747 Detection error: 0.009854912757873535 time: 11:16:20.031589
- B/E: 14 / 273 , Gen_loss: -0.36084056 MI_loss: 21.78298 Detection error: 0.009810388088226318 time: 11:16:20.931534
- B/E: 15 / 273 , Gen_loss: -0.36119834 MI_loss: 21.956972 Detection error: 0.009814441204071045 time: 11:16:21.829175
- B/E: 16 / 273 , Gen_loss: -0.37133273 MI_loss: 22.281479 Detection error: 0.009790420532226562 time: 11:16:22.729335
- B/E: 17 / 273 , Gen_loss: -0.34906706 MI_loss: 21.133276 Detection error: 0.009793400764465332 time: 11:16:23.631995
- B/E: 18 / 273 , Gen_loss: -0.36318547 MI_loss: 22.02376 Detection error: 0.009746730327606201 time: 11:16:24.530573
- B/E: 19 / 273 , Gen_loss: -0.34099713 MI_loss: 20.63926 Detection error: 0.009756267070770264 time: 11:16:25.438456
- B/E: 20 / 273 , Gen_loss: -0.3622044 MI_loss: 21.988213 Detection error: 0.009782731533050537 time: 11:16:26.424932
- B/E: 21 / 273 , Gen_loss: -0.3518771 MI_loss: 21.258175 Detection error: 0.009796857833862305 time: 11:16:27.323725
- B/E: 22 / 273 , Gen_loss: -0.3605317 MI_loss: 21.972385 Detection error: 0.009790778160095215 time: 11:16:28.223684
- B/E: 23 / 273 , Gen_loss: -0.35401875 MI_loss: 21.300278 Detection error: 0.00978773832321167 time: 11:16:29.124092
- B/E: 24 / 273 , Gen_loss: -0.3681749 MI_loss: 22.115408 Detection error: 0.009767472743988037 time: 11:16:30.021268
- B/E: 25 / 273 , Gen_loss: -0.35865286 MI_loss: 21.80037 Detection error: 0.009816110134124756 time: 11:16:30.921313
- B/E: 26 / 273 , Gen_loss: -0.36355326 MI_loss: 22.05755 Detection error: 0.009835660457611084 time: 11:16:31.822707
- B/E: 27 / 273 , Gen_loss: -0.3617457 MI_loss: 21.803211 Detection error: 0.009858250617980957 time: 11:16:32.721810
- B/E: 28 / 273 , Gen_loss: -0.36099583 MI_loss: 21.819786 Detection error: 0.00986635684967041 time: 11:16:33.619833
- B/E: 29 / 273 , Gen_loss: -0.3673185 MI_loss: 22.31757 Detection error: 0.009884357452392578 time: 11:16:34.522247
- B/E: 30 / 273 , Gen_loss: -0.3586445 MI_loss: 21.65844 Detection error: 0.009852826595306396 time: 11:16:35.422033
- B/E: 31 / 273 , Gen_loss: -0.36100966 MI_loss: 21.863148 Detection error: 0.009832024574279785 time: 11:16:36.321873
- B/E: 32 / 273 , Gen_loss: -0.36753777 MI_loss: 22.278337 Detection error: 0.009839951992034912 time: 11:16:37.229263
- B/E: 33 / 273 , Gen_loss: -0.35837156 MI_loss: 21.596191 Detection error: 0.009807884693145752 time: 11:16:38.126900
- B/E: 34 / 273 , Gen_loss: -0.35494196 MI_loss: 21.487473 Detection error: 0.009817838668823242 time: 11:16:39.024046
- B/E: 35 / 273 , Gen_loss: -0.36237127 MI_loss: 21.890993 Detection error: 0.009797751903533936 time: 11:16:39.950908
- B/E: 36 / 273 , Gen_loss: -0.36724797 MI_loss: 22.227808 Detection error: 0.00978630781173706 time: 11:16:40.926673
- B/E: 37 / 273 , Gen_loss: -0.37785527 MI_loss: 22.895615 Detection error: 0.00978618860244751 time: 11:16:41.782647
- B/E: 38 / 273 , Gen_loss: -0.3616846 MI_loss: 21.793503 Detection error: 0.009798049926757812 time: 11:16:42.697581
- B/E: 39 / 273 , Gen_loss: -0.36145324 MI_loss: 21.862907 Detection error: 0.009786725044250488 time: 11:16:43.594627
- B/E: 40 / 273 , Gen_loss: -0.35598058 MI_loss: 21.482023 Detection error: 0.009780466556549072 time: 11:16:44.488460
- B/E: 41 / 273 , Gen_loss: -0.35741168 MI_loss: 21.62292 Detection error: 0.009777545928955078 time: 11:16:45.386432
- B/E: 42 / 273 , Gen_loss: -0.35417652 MI_loss: 21.470284 Detection error: 0.00977545976638794 time: 11:16:46.298877
- B/E: 43 / 273 , Gen_loss: -0.3635099 MI_loss: 21.928988 Detection error: 0.009786248207092285 time: 11:16:47.199622
- B/E: 44 / 273 , Gen_loss: -0.34461838 MI_loss: 20.838243 Detection error: 0.009793758392333984 time: 11:16:48.099811
- B/E: 45 / 273 , Gen_loss: -0.36378795 MI_loss: 21.908962 Detection error: 0.00979548692703247 time: 11:16:48.985209
- B/E: 46 / 273 , Gen_loss: -0.36548635 MI_loss: 22.23917 Detection error: 0.009801864624023438 time: 11:16:49.871411
- B/E: 47 / 273 , Gen_loss: -0.3579993 MI_loss: 21.538792 Detection error: 0.009811222553253174 time: 11:16:50.756243
- B/E: 48 / 273 , Gen_loss: -0.34880432 MI_loss: 21.042896 Detection error: 0.009820163249969482 time: 11:16:51.645507
- B/E: 49 / 273 , Gen_loss: -0.3505323 MI_loss: 21.289646 Detection error: 0.009819984436035156 time: 11:16:52.531913
- B/E: 50 / 273 , Gen_loss: -0.35109535 MI_loss: 21.278278 Detection error: 0.009828448295593262 time: 11:16:53.416708
- B/E: 51 / 273 , Gen_loss: -0.37027788 MI_loss: 22.553719 Detection error: 0.009832322597503662 time: 11:16:54.307266
- B/E: 52 / 273 , Gen_loss: -0.3683979 MI_loss: 22.311518 Detection error: 0.009821951389312744 time: 11:16:55.286293
- B/E: 53 / 273 , Gen_loss: -0.3558599 MI_loss: 21.46106 Detection error: 0.009844303131103516 time: 11:16:56.135062
- B/E: 54 / 273 , Gen_loss: -0.36380997 MI_loss: 22.054415 Detection error: 0.009843766689300537 time: 11:16:56.926575
- B/E: 55 / 273 , Gen_loss: -0.355049 MI_loss: 21.490128 Detection error: 0.009820342063903809 time: 11:16:57.701119
- B/E: 56 / 273 , Gen_loss: -0.3538373 MI_loss: 21.331463 Detection error: 0.009809732437133789 time: 11:16:58.475245
- B/E: 57 / 273 , Gen_loss: -0.36124673 MI_loss: 21.985455 Detection error: 0.009806036949157715 time: 11:16:59.331756
- B/E: 58 / 273 , Gen_loss: -0.36483422 MI_loss: 22.142847 Detection error: 0.009792923927307129 time: 11:17:00.129873
- B/E: 59 / 273 , Gen_loss: -0.35539073 MI_loss: 21.69222 Detection error: 0.009808361530303955 time: 11:17:00.954591
- B/E: 60 / 273 , Gen_loss: -0.36211786 MI_loss: 21.966154 Detection error: 0.00980687141418457 time: 11:17:01.836607
- B/E: 61 / 273 , Gen_loss: -0.34302756 MI_loss: 20.706978 Detection error: 0.009797394275665283 time: 11:17:02.735914
- B/E: 62 / 273 , Gen_loss: -0.3680327 MI_loss: 22.364744 Detection error: 0.009807050228118896 time: 11:17:03.622581
- B/E: 63 / 273 , Gen_loss: -0.3618692 MI_loss: 21.968653 Detection error: 0.00980222225189209 time: 11:17:04.516041
- B/E: 64 / 273 , Gen_loss: -0.36517313 MI_loss: 22.104475 Detection error: 0.009800493717193604 time: 11:17:05.401370
- B/E: 65 / 273 , Gen_loss: -0.35987368 MI_loss: 21.794165 Detection error: 0.009802103042602539 time: 11:17:06.282985
- B/E: 66 / 273 , Gen_loss: -0.3641755 MI_loss: 22.04488 Detection error: 0.009799003601074219 time: 11:17:07.164593
- B/E: 67 / 273 , Gen_loss: -0.37287223 MI_loss: 22.574596 Detection error: 0.009786784648895264 time: 11:17:08.044609
- B/E: 68 / 273 , Gen_loss: -0.35870633 MI_loss: 21.879032 Detection error: 0.009795725345611572 time: 11:17:08.949874
- B/E: 69 / 273 , Gen_loss: -0.35653535 MI_loss: 21.523237 Detection error: 0.009804904460906982 time: 11:17:09.803826
- B/E: 70 / 273 , Gen_loss: -0.3671073 MI_loss: 22.239256 Detection error: 0.009796679019927979 time: 11:17:10.722168
- B/E: 71 / 273 , Gen_loss: -0.35193312 MI_loss: 21.425842 Detection error: 0.009802520275115967 time: 11:17:11.562956
- B/E: 72 / 273 , Gen_loss: -0.37321404 MI_loss: 22.45394 Detection error: 0.009805679321289062 time: 11:17:12.360274
- B/E: 73 / 273 , Gen_loss: -0.35512918 MI_loss: 21.529915 Detection error: 0.00979602336883545 time: 11:17:13.256873
- B/E: 74 / 273 , Gen_loss: -0.36375344 MI_loss: 22.103653 Detection error: 0.00979834794998169 time: 11:17:14.138512
- B/E: 75 / 273 , Gen_loss: -0.34946674 MI_loss: 21.166735 Detection error: 0.009792327880859375 time: 11:17:15.024109
- B/E: 76 / 273 , Gen_loss: -0.36476952 MI_loss: 22.176394 Detection error: 0.00979989767074585 time: 11:17:15.911902
- B/E: 77 / 273 , Gen_loss: -0.35895818 MI_loss: 21.73128 Detection error: 0.009796082973480225 time: 11:17:16.798610
- B/E: 78 / 273 , Gen_loss: -0.3568217 MI_loss: 21.481949 Detection error: 0.009786784648895264 time: 11:17:17.680291
- B/E: 79 / 273 , Gen_loss: -0.35504612 MI_loss: 21.482077 Detection error: 0.009799599647521973 time: 11:17:18.566628
- B/E: 80 / 273 , Gen_loss: -0.35844702 MI_loss: 21.796894 Detection error: 0.009808659553527832 time: 11:17:19.476355
- B/E: 81 / 273 , Gen_loss: -0.3586316 MI_loss: 21.62788 Detection error: 0.009797275066375732 time: 11:17:20.359132
- B/E: 82 / 273 , Gen_loss: -0.36438143 MI_loss: 22.07426 Detection error: 0.009798169136047363 time: 11:17:21.261247
- B/E: 83 / 273 , Gen_loss: -0.35497758 MI_loss: 21.448742 Detection error: 0.009802460670471191 time: 11:17:22.148762
- B/E: 84 / 273 , Gen_loss: -0.3562804 MI_loss: 21.613085 Detection error: 0.00980222225189209 time: 11:17:23.131001
- B/E: 85 / 273 , Gen_loss: -0.36126193 MI_loss: 21.749481 Detection error: 0.009777963161468506 time: 11:17:24.013000
- B/E: 86 / 273 , Gen_loss: -0.35989776 MI_loss: 21.679466 Detection error: 0.00977945327758789 time: 11:17:24.901569
- B/E: 87 / 273 , Gen_loss: -0.3608753 MI_loss: 21.887224 Detection error: 0.009764909744262695 time: 11:17:25.783696
- B/E: 88 / 273 , Gen_loss: -0.35388023 MI_loss: 21.423983 Detection error: 0.009758055210113525 time: 11:17:26.666998
- B/E: 89 / 273 , Gen_loss: -0.36295938 MI_loss: 22.053513 Detection error: 0.009768426418304443 time: 11:17:27.553500
- B/E: 90 / 273 , Gen_loss: -0.36193275 MI_loss: 21.889894 Detection error: 0.009769201278686523 time: 11:17:28.438892
- B/E: 91 / 273 , Gen_loss: -0.35530627 MI_loss: 21.522232 Detection error: 0.009770691394805908 time: 11:17:29.324084
- B/E: 92 / 273 , Gen_loss: -0.34558928 MI_loss: 20.820274 Detection error: 0.00976109504699707 time: 11:17:30.217431
- B/E: 93 / 273 , Gen_loss: -0.35780463 MI_loss: 21.660189 Detection error: 0.009758293628692627 time: 11:17:31.027781
- B/E: 94 / 273 , Gen_loss: -0.36259717 MI_loss: 22.019045 Detection error: 0.009773015975952148 time: 11:17:31.799468
- B/E: 95 / 273 , Gen_loss: -0.36049917 MI_loss: 21.943481 Detection error: 0.009778022766113281 time: 11:17:32.700228
- B/E: 96 / 273 , Gen_loss: -0.35806966 MI_loss: 21.701591 Detection error: 0.00977545976638794 time: 11:17:33.586544
- B/E: 97 / 273 , Gen_loss: -0.36546013 MI_loss: 22.23167 Detection error: 0.009767532348632812 time: 11:17:34.470289
- B/E: 98 / 273 , Gen_loss: -0.34959936 MI_loss: 21.16681 Detection error: 0.009758532047271729 time: 11:17:35.351531
- B/E: 99 / 273 , Gen_loss: -0.34585264 MI_loss: 20.918644 Detection error: 0.009757161140441895 time: 11:17:36.243396
- B/E: 100 / 273 , Gen_loss: -0.3641762 MI_loss: 22.217398 Detection error: 0.009762048721313477 time: 11:17:37.211607
- B/E: 101 / 273 , Gen_loss: -0.36059737 MI_loss: 21.908596 Detection error: 0.009765028953552246 time: 11:17:38.099422
- B/E: 102 / 273 , Gen_loss: -0.35488498 MI_loss: 21.589949 Detection error: 0.009762763977050781 time: 11:17:38.994399
- B/E: 103 / 273 , Gen_loss: -0.36814725 MI_loss: 22.314932 Detection error: 0.009767115116119385 time: 11:17:39.829458
- B/E: 104 / 273 , Gen_loss: -0.35306844 MI_loss: 21.364105 Detection error: 0.009764611721038818 time: 11:17:40.644316
- B/E: 105 / 273 , Gen_loss: -0.35561362 MI_loss: 21.559826 Detection error: 0.009758234024047852 time: 11:17:41.513490
- B/E: 106 / 273 , Gen_loss: -0.36831734 MI_loss: 22.3955 Detection error: 0.00976341962814331 time: 11:17:42.395665
- B/E: 107 / 273 , Gen_loss: -0.3629913 MI_loss: 21.98325 Detection error: 0.009760141372680664 time: 11:17:43.278387
- B/E: 108 / 273 , Gen_loss: -0.3572109 MI_loss: 21.72621 Detection error: 0.009766638278961182 time: 11:17:44.164713
- B/E: 109 / 273 , Gen_loss: -0.35863572 MI_loss: 21.70813 Detection error: 0.009762763977050781 time: 11:17:45.048194
- B/E: 110 / 273 , Gen_loss: -0.35803196 MI_loss: 21.503647 Detection error: 0.009755611419677734 time: 11:17:45.934152
- B/E: 111 / 273 , Gen_loss: -0.37014583 MI_loss: 22.469172 Detection error: 0.00974971055984497 time: 11:17:46.821457
- B/E: 112 / 273 , Gen_loss: -0.36248377 MI_loss: 21.92934 Detection error: 0.009751379489898682 time: 11:17:47.705857
- B/E: 113 / 273 , Gen_loss: -0.3621683 MI_loss: 22.084541 Detection error: 0.009759068489074707 time: 11:17:48.590446
- B/E: 114 / 273 , Gen_loss: -0.3518445 MI_loss: 21.404608 Detection error: 0.009755134582519531 time: 11:17:49.483233
- B/E: 115 / 273 , Gen_loss: -0.36752665 MI_loss: 22.300272 Detection error: 0.00975567102432251 time: 11:17:50.366513
- B/E: 116 / 273 , Gen_loss: -0.36115932 MI_loss: 21.885061 Detection error: 0.009755849838256836 time: 11:17:51.326272
- B/E: 117 / 273 , Gen_loss: -0.36120594 MI_loss: 21.869247 Detection error: 0.009753167629241943 time: 11:17:52.217592
- B/E: 118 / 273 , Gen_loss: -0.36159638 MI_loss: 21.829205 Detection error: 0.00974893569946289 time: 11:17:53.104737
- B/E: 119 / 273 , Gen_loss: -0.354187 MI_loss: 21.333624 Detection error: 0.009739816188812256 time: 11:17:53.987862
- B/E: 120 / 273 , Gen_loss: -0.3601345 MI_loss: 21.954678 Detection error: 0.009740948677062988 time: 11:17:54.877704
- B/E: 121 / 273 , Gen_loss: -0.35965976 MI_loss: 21.894411 Detection error: 0.009750008583068848 time: 11:17:55.765781
- B/E: 122 / 273 , Gen_loss: -0.37750998 MI_loss: 22.8984 Detection error: 0.009738326072692871 time: 11:17:56.650450
- B/E: 123 / 273 , Gen_loss: -0.35381198 MI_loss: 21.3318 Detection error: 0.00973588228225708 time: 11:17:57.564248
- B/E: 124 / 273 , Gen_loss: -0.36387047 MI_loss: 22.111828 Detection error: 0.009732246398925781 time: 11:17:58.399819
- B/E: 125 / 273 , Gen_loss: -0.3526009 MI_loss: 21.257753 Detection error: 0.009732663631439209 time: 11:17:59.170064
- B/E: 126 / 273 , Gen_loss: -0.36247247 MI_loss: 21.956203 Detection error: 0.00974583625793457 time: 11:17:59.938563
- B/E: 127 / 273 , Gen_loss: -0.3659398 MI_loss: 22.295713 Detection error: 0.009747326374053955 time: 11:18:00.730992
- B/E: 128 / 273 , Gen_loss: -0.3637885 MI_loss: 22.14697 Detection error: 0.009751677513122559 time: 11:18:01.541525
- B/E: 129 / 273 , Gen_loss: -0.36122712 MI_loss: 21.924665 Detection error: 0.009756505489349365 time: 11:18:02.366363
- B/E: 130 / 273 , Gen_loss: -0.36055404 MI_loss: 21.86536 Detection error: 0.009761452674865723 time: 11:18:03.194941
- B/E: 131 / 273 , Gen_loss: -0.36508548 MI_loss: 22.000397 Detection error: 0.009766817092895508 time: 11:18:04.011981
- B/E: 132 / 273 , Gen_loss: -0.36487266 MI_loss: 22.09278 Detection error: 0.009762704372406006 time: 11:18:04.880058
- B/E: 133 / 273 , Gen_loss: -0.3562584 MI_loss: 21.65828 Detection error: 0.009767711162567139 time: 11:18:05.656050
- B/E: 134 / 273 , Gen_loss: -0.3596415 MI_loss: 22.010107 Detection error: 0.0097733736038208 time: 11:18:06.429493
- B/E: 135 / 273 , Gen_loss: -0.36170152 MI_loss: 22.034973 Detection error: 0.009775042533874512 time: 11:18:07.200743
- B/E: 136 / 273 , Gen_loss: -0.36447743 MI_loss: 22.0732 Detection error: 0.009774386882781982 time: 11:18:08.025599
- B/E: 137 / 273 , Gen_loss: -0.36136636 MI_loss: 21.85869 Detection error: 0.009777188301086426 time: 11:18:08.797980
- B/E: 138 / 273 , Gen_loss: -0.36239728 MI_loss: 21.98865 Detection error: 0.009783267974853516 time: 11:18:09.637828
- B/E: 139 / 273 , Gen_loss: -0.35704076 MI_loss: 21.673922 Detection error: 0.009786844253540039 time: 11:18:10.520518
- B/E: 140 / 273 , Gen_loss: -0.365664 MI_loss: 22.31332 Detection error: 0.009786546230316162 time: 11:18:11.404130
- B/E: 141 / 273 , Gen_loss: -0.362786 MI_loss: 21.865515 Detection error: 0.009782135486602783 time: 11:18:12.295014
- B/E: 142 / 273 , Gen_loss: -0.3576833 MI_loss: 21.611279 Detection error: 0.009779930114746094 time: 11:18:13.183690
- B/E: 143 / 273 , Gen_loss: -0.36710206 MI_loss: 22.258251 Detection error: 0.009780585765838623 time: 11:18:13.980675
- B/E: 144 / 273 , Gen_loss: -0.35834724 MI_loss: 21.814444 Detection error: 0.0097922682762146 time: 11:18:14.763412
- B/E: 145 / 273 , Gen_loss: -0.35947874 MI_loss: 21.81362 Detection error: 0.009799420833587646 time: 11:18:15.531834
- B/E: 146 / 273 , Gen_loss: -0.36188367 MI_loss: 21.826977 Detection error: 0.00979548692703247 time: 11:18:16.306240
- B/E: 147 / 273 , Gen_loss: -0.3538054 MI_loss: 21.383621 Detection error: 0.009796857833862305 time: 11:18:17.081063
- B/E: 148 / 273 , Gen_loss: -0.35629538 MI_loss: 21.684736 Detection error: 0.00980156660079956 time: 11:18:18.060494
- B/E: 149 / 273 , Gen_loss: -0.3649373 MI_loss: 22.23346 Detection error: 0.009806692600250244 time: 11:18:18.928307
-
- Test Loss: 10.260102 Test Error: 0.01066666841506958
- -----
- EPOCH: 274
- B/E: 0 / 274 , Gen_loss: -0.36800078 MI_loss: 22.17849 Detection error: 0.01021873950958252 time: 11:18:20.873491
- B/E: 1 / 274 , Gen_loss: -0.35115695 MI_loss: 21.292646 Detection error: 0.010203123092651367 time: 11:19:02.852444
- B/E: 2 / 274 , Gen_loss: -0.35904172 MI_loss: 21.782875 Detection error: 0.009739577770233154 time: 11:19:03.782077
- B/E: 3 / 274 , Gen_loss: -0.35837376 MI_loss: 21.83676 Detection error: 0.00963282585144043 time: 11:19:04.695738
- B/E: 4 / 274 , Gen_loss: -0.3614397 MI_loss: 21.998714 Detection error: 0.009681224822998047 time: 11:19:05.591233
- B/E: 5 / 274 , Gen_loss: -0.36480734 MI_loss: 22.316023 Detection error: 0.00970834493637085 time: 11:19:06.486626
- B/E: 6 / 274 , Gen_loss: -0.36652586 MI_loss: 22.29985 Detection error: 0.009803593158721924 time: 11:19:07.385659
- B/E: 7 / 274 , Gen_loss: -0.35711357 MI_loss: 21.517942 Detection error: 0.009812474250793457 time: 11:19:08.281137
- B/E: 8 / 274 , Gen_loss: -0.35742992 MI_loss: 21.470938 Detection error: 0.009704887866973877 time: 11:19:09.178869
- B/E: 9 / 274 , Gen_loss: -0.3591822 MI_loss: 21.7777 Detection error: 0.009690642356872559 time: 11:19:10.079490
- B/E: 10 / 274 , Gen_loss: -0.37454727 MI_loss: 22.73275 Detection error: 0.009707391262054443 time: 11:19:11.076244
- B/E: 11 / 274 , Gen_loss: -0.3527937 MI_loss: 21.349354 Detection error: 0.009768247604370117 time: 11:19:11.975265
- B/E: 12 / 274 , Gen_loss: -0.36463013 MI_loss: 22.042593 Detection error: 0.009834110736846924 time: 11:19:12.904291
- B/E: 13 / 274 , Gen_loss: -0.3588231 MI_loss: 21.731379 Detection error: 0.00979238748550415 time: 11:19:13.804746
- B/E: 14 / 274 , Gen_loss: -0.36407995 MI_loss: 21.944538 Detection error: 0.009777069091796875 time: 11:19:14.695280
- B/E: 15 / 274 , Gen_loss: -0.36433676 MI_loss: 22.08786 Detection error: 0.00978320837020874 time: 11:19:15.605778
- B/E: 16 / 274 , Gen_loss: -0.36310035 MI_loss: 21.915554 Detection error: 0.009751856327056885 time: 11:19:16.488823
- B/E: 17 / 274 , Gen_loss: -0.35528493 MI_loss: 21.558334 Detection error: 0.009770810604095459 time: 11:19:17.377002
- B/E: 18 / 274 , Gen_loss: -0.3636969 MI_loss: 21.936752 Detection error: 0.009718775749206543 time: 11:19:18.276066
- B/E: 19 / 274 , Gen_loss: -0.3579397 MI_loss: 21.706194 Detection error: 0.009723424911499023 time: 11:19:19.183595
- B/E: 20 / 274 , Gen_loss: -0.36179543 MI_loss: 21.904142 Detection error: 0.009761929512023926 time: 11:19:20.083652
- B/E: 21 / 274 , Gen_loss: -0.36027524 MI_loss: 22.005707 Detection error: 0.009796857833862305 time: 11:19:20.981545
- B/E: 22 / 274 , Gen_loss: -0.3711472 MI_loss: 22.489323 Detection error: 0.009775817394256592 time: 11:19:21.882424
- B/E: 23 / 274 , Gen_loss: -0.35047066 MI_loss: 21.157583 Detection error: 0.009765625 time: 11:19:22.809660
- B/E: 24 / 274 , Gen_loss: -0.3695531 MI_loss: 22.503887 Detection error: 0.009767472743988037 time: 11:19:23.627335
- B/E: 25 / 274 , Gen_loss: -0.3504408 MI_loss: 21.065985 Detection error: 0.009772837162017822 time: 11:19:24.618378
- B/E: 26 / 274 , Gen_loss: -0.35367513 MI_loss: 21.566883 Detection error: 0.00982058048248291 time: 11:19:25.517074
- B/E: 27 / 274 , Gen_loss: -0.35822102 MI_loss: 21.85559 Detection error: 0.009839296340942383 time: 11:19:26.344235
- B/E: 28 / 274 , Gen_loss: -0.36018944 MI_loss: 21.845049 Detection error: 0.009820044040679932 time: 11:19:27.134599
- B/E: 29 / 274 , Gen_loss: -0.3564835 MI_loss: 21.613537 Detection error: 0.009853124618530273 time: 11:19:27.919442
- B/E: 30 / 274 , Gen_loss: -0.3591379 MI_loss: 21.5787 Detection error: 0.009821593761444092 time: 11:19:28.795725
- B/E: 31 / 274 , Gen_loss: -0.36083472 MI_loss: 21.908012 Detection error: 0.009810566902160645 time: 11:19:29.697330
- B/E: 32 / 274 , Gen_loss: -0.35553354 MI_loss: 21.61081 Detection error: 0.009820103645324707 time: 11:19:30.594171
- B/E: 33 / 274 , Gen_loss: -0.346628 MI_loss: 21.055134 Detection error: 0.009812474250793457 time: 11:19:31.491097
- B/E: 34 / 274 , Gen_loss: -0.3579513 MI_loss: 21.611479 Detection error: 0.0098000168800354 time: 11:19:32.390292
- B/E: 35 / 274 , Gen_loss: -0.3585826 MI_loss: 21.802273 Detection error: 0.009793400764465332 time: 11:19:33.276169
- B/E: 36 / 274 , Gen_loss: -0.36344257 MI_loss: 22.061497 Detection error: 0.009799003601074219 time: 11:19:34.167227
- B/E: 37 / 274 , Gen_loss: -0.36032847 MI_loss: 21.76509 Detection error: 0.009787023067474365 time: 11:19:35.066888
- B/E: 38 / 274 , Gen_loss: -0.3558274 MI_loss: 21.644066 Detection error: 0.009803712368011475 time: 11:19:35.964198
- B/E: 39 / 274 , Gen_loss: -0.3556699 MI_loss: 21.498396 Detection error: 0.0098000168800354 time: 11:19:36.861736
- B/E: 40 / 274 , Gen_loss: -0.35362303 MI_loss: 21.435596 Detection error: 0.009783565998077393 time: 11:19:37.762150
- B/E: 41 / 274 , Gen_loss: -0.35830483 MI_loss: 21.844965 Detection error: 0.009782016277313232 time: 11:19:38.748088
- B/E: 42 / 274 , Gen_loss: -0.3657489 MI_loss: 22.19178 Detection error: 0.00977468490600586 time: 11:19:39.647149
- B/E: 43 / 274 , Gen_loss: -0.35247815 MI_loss: 21.358585 Detection error: 0.009780526161193848 time: 11:19:40.549340
- B/E: 44 / 274 , Gen_loss: -0.3562733 MI_loss: 21.764875 Detection error: 0.009789586067199707 time: 11:19:41.447161
- B/E: 45 / 274 , Gen_loss: -0.376706 MI_loss: 22.857689 Detection error: 0.00979548692703247 time: 11:19:42.343453
- B/E: 46 / 274 , Gen_loss: -0.35509753 MI_loss: 21.608166 Detection error: 0.00980919599533081 time: 11:19:43.242202
- B/E: 47 / 274 , Gen_loss: -0.35676128 MI_loss: 21.81182 Detection error: 0.009810566902160645 time: 11:19:44.142960
- B/E: 48 / 274 , Gen_loss: -0.361087 MI_loss: 21.920961 Detection error: 0.00980997085571289 time: 11:19:45.041897
- B/E: 49 / 274 , Gen_loss: -0.3597357 MI_loss: 21.992739 Detection error: 0.009830653667449951 time: 11:19:45.942924
- B/E: 50 / 274 , Gen_loss: -0.3563406 MI_loss: 21.585894 Detection error: 0.009824752807617188 time: 11:19:46.845086
- B/E: 51 / 274 , Gen_loss: -0.360835 MI_loss: 22.007162 Detection error: 0.009829342365264893 time: 11:19:47.742103
- B/E: 52 / 274 , Gen_loss: -0.35140145 MI_loss: 21.259075 Detection error: 0.009826064109802246 time: 11:19:48.641102
- B/E: 53 / 274 , Gen_loss: -0.3592819 MI_loss: 21.688856 Detection error: 0.00983738899230957 time: 11:19:49.543273
- B/E: 54 / 274 , Gen_loss: -0.36635488 MI_loss: 22.386086 Detection error: 0.00984489917755127 time: 11:19:50.453461
- B/E: 55 / 274 , Gen_loss: -0.36340433 MI_loss: 21.994438 Detection error: 0.009829223155975342 time: 11:19:51.369761
- B/E: 56 / 274 , Gen_loss: -0.3644282 MI_loss: 21.997768 Detection error: 0.009808123111724854 time: 11:19:52.356478
- B/E: 57 / 274 , Gen_loss: -0.36098328 MI_loss: 21.903137 Detection error: 0.009808182716369629 time: 11:19:53.323105
- B/E: 58 / 274 , Gen_loss: -0.35977 MI_loss: 21.763613 Detection error: 0.009790778160095215 time: 11:19:54.240044
- B/E: 59 / 274 , Gen_loss: -0.36490014 MI_loss: 22.190496 Detection error: 0.009813547134399414 time: 11:19:55.125544
- B/E: 60 / 274 , Gen_loss: -0.3626684 MI_loss: 21.791716 Detection error: 0.009803295135498047 time: 11:19:56.016782
- B/E: 61 / 274 , Gen_loss: -0.35494223 MI_loss: 21.58552 Detection error: 0.009801924228668213 time: 11:19:56.913199
- B/E: 62 / 274 , Gen_loss: -0.37007987 MI_loss: 22.451187 Detection error: 0.009806573390960693 time: 11:19:57.819000
- B/E: 63 / 274 , Gen_loss: -0.36228257 MI_loss: 22.090185 Detection error: 0.00980466604232788 time: 11:19:58.716375
- B/E: 64 / 274 , Gen_loss: -0.35871422 MI_loss: 21.71804 Detection error: 0.009799540042877197 time: 11:19:59.613863
- B/E: 65 / 274 , Gen_loss: -0.3528146 MI_loss: 21.3549 Detection error: 0.009791672229766846 time: 11:20:00.529868
- B/E: 66 / 274 , Gen_loss: -0.3590553 MI_loss: 21.915503 Detection error: 0.009801745414733887 time: 11:20:01.423068
- B/E: 67 / 274 , Gen_loss: -0.3646105 MI_loss: 22.12848 Detection error: 0.009783565998077393 time: 11:20:02.319968
- B/E: 68 / 274 , Gen_loss: -0.36137015 MI_loss: 22.047972 Detection error: 0.009795725345611572 time: 11:20:03.207658
- B/E: 69 / 274 , Gen_loss: -0.35996693 MI_loss: 21.869995 Detection error: 0.009802699089050293 time: 11:20:04.045144
- B/E: 70 / 274 , Gen_loss: -0.3657834 MI_loss: 22.24458 Detection error: 0.009793996810913086 time: 11:20:04.902936
- B/E: 71 / 274 , Gen_loss: -0.35695568 MI_loss: 21.72192 Detection error: 0.009801626205444336 time: 11:20:05.770536
- B/E: 72 / 274 , Gen_loss: -0.36726537 MI_loss: 22.199293 Detection error: 0.009799659252166748 time: 11:20:06.557575
- B/E: 73 / 274 , Gen_loss: -0.3608073 MI_loss: 21.990374 Detection error: 0.00979602336883545 time: 11:20:07.482793
- B/E: 74 / 274 , Gen_loss: -0.37131187 MI_loss: 22.57409 Detection error: 0.009795010089874268 time: 11:20:08.288539
- B/E: 75 / 274 , Gen_loss: -0.3614564 MI_loss: 21.7462 Detection error: 0.009786605834960938 time: 11:20:09.175931
- B/E: 76 / 274 , Gen_loss: -0.36053398 MI_loss: 21.948559 Detection error: 0.009795427322387695 time: 11:20:10.070474
- B/E: 77 / 274 , Gen_loss: -0.3644633 MI_loss: 22.158964 Detection error: 0.009794473648071289 time: 11:20:10.967950
- B/E: 78 / 274 , Gen_loss: -0.35540015 MI_loss: 21.22702 Detection error: 0.009785234928131104 time: 11:20:11.866799
- B/E: 79 / 274 , Gen_loss: -0.3676376 MI_loss: 22.331165 Detection error: 0.009794533252716064 time: 11:20:12.764076
- B/E: 80 / 274 , Gen_loss: -0.35383227 MI_loss: 21.427845 Detection error: 0.009808659553527832 time: 11:20:13.665788
- B/E: 81 / 274 , Gen_loss: -0.36030078 MI_loss: 21.910353 Detection error: 0.009797632694244385 time: 11:20:14.566382
- B/E: 82 / 274 , Gen_loss: -0.35982153 MI_loss: 21.701738 Detection error: 0.009799718856811523 time: 11:20:15.461002
- B/E: 83 / 274 , Gen_loss: -0.35555547 MI_loss: 21.48583 Detection error: 0.009798705577850342 time: 11:20:16.357525
- B/E: 84 / 274 , Gen_loss: -0.3529744 MI_loss: 21.28111 Detection error: 0.00979703664779663 time: 11:20:17.259333
- B/E: 85 / 274 , Gen_loss: -0.36434707 MI_loss: 21.959785 Detection error: 0.00977468490600586 time: 11:20:18.154943
- B/E: 86 / 274 , Gen_loss: -0.34808072 MI_loss: 21.05056 Detection error: 0.009774088859558105 time: 11:20:19.049389
- B/E: 87 / 274 , Gen_loss: -0.3597513 MI_loss: 21.785828 Detection error: 0.009762406349182129 time: 11:20:19.950185
- B/E: 88 / 274 , Gen_loss: -0.36299935 MI_loss: 22.001518 Detection error: 0.009756684303283691 time: 11:20:20.847908
- B/E: 89 / 274 , Gen_loss: -0.35544288 MI_loss: 21.718864 Detection error: 0.009761452674865723 time: 11:20:21.832611
- B/E: 90 / 274 , Gen_loss: -0.36919937 MI_loss: 22.379469 Detection error: 0.009765088558197021 time: 11:20:22.731369
- B/E: 91 / 274 , Gen_loss: -0.34901825 MI_loss: 21.292324 Detection error: 0.00976938009262085 time: 11:20:23.628374
- B/E: 92 / 274 , Gen_loss: -0.34994647 MI_loss: 21.17106 Detection error: 0.009756386280059814 time: 11:20:24.523576
- B/E: 93 / 274 , Gen_loss: -0.35432544 MI_loss: 21.52867 Detection error: 0.00976032018661499 time: 11:20:25.422633
- B/E: 94 / 274 , Gen_loss: -0.35780948 MI_loss: 21.698618 Detection error: 0.009766757488250732 time: 11:20:26.323070
- B/E: 95 / 274 , Gen_loss: -0.35828513 MI_loss: 21.67457 Detection error: 0.009772121906280518 time: 11:20:27.218361
- B/E: 96 / 274 , Gen_loss: -0.35966313 MI_loss: 21.778666 Detection error: 0.009774506092071533 time: 11:20:28.125062
- B/E: 97 / 274 , Gen_loss: -0.3573094 MI_loss: 21.705078 Detection error: 0.009769141674041748 time: 11:20:29.020136
- B/E: 98 / 274 , Gen_loss: -0.345021 MI_loss: 20.792831 Detection error: 0.009757578372955322 time: 11:20:29.851511
- B/E: 99 / 274 , Gen_loss: -0.36586294 MI_loss: 22.070993 Detection error: 0.009755313396453857 time: 11:20:30.680805
- B/E: 100 / 274 , Gen_loss: -0.3661147 MI_loss: 22.24919 Detection error: 0.009759604930877686 time: 11:20:31.467555
- B/E: 101 / 274 , Gen_loss: -0.3658713 MI_loss: 22.220692 Detection error: 0.009764373302459717 time: 11:20:32.320501
- B/E: 102 / 274 , Gen_loss: -0.35662264 MI_loss: 21.679394 Detection error: 0.009763062000274658 time: 11:20:33.249979
- B/E: 103 / 274 , Gen_loss: -0.3697564 MI_loss: 22.369349 Detection error: 0.009762346744537354 time: 11:20:34.074753
- B/E: 104 / 274 , Gen_loss: -0.35631025 MI_loss: 21.714365 Detection error: 0.00976574420928955 time: 11:20:34.940565
- B/E: 105 / 274 , Gen_loss: -0.35448274 MI_loss: 21.342506 Detection error: 0.009760022163391113 time: 11:20:35.876434
- B/E: 106 / 274 , Gen_loss: -0.36378968 MI_loss: 22.209875 Detection error: 0.009763121604919434 time: 11:20:36.657391
- B/E: 107 / 274 , Gen_loss: -0.36636725 MI_loss: 22.224377 Detection error: 0.009765625 time: 11:20:37.450538
- B/E: 108 / 274 , Gen_loss: -0.3586287 MI_loss: 21.782114 Detection error: 0.009770095348358154 time: 11:20:38.321048
- B/E: 109 / 274 , Gen_loss: -0.35785845 MI_loss: 21.610733 Detection error: 0.009765326976776123 time: 11:20:39.204329
- B/E: 110 / 274 , Gen_loss: -0.35886544 MI_loss: 21.510311 Detection error: 0.009755909442901611 time: 11:20:40.089063
- B/E: 111 / 274 , Gen_loss: -0.3657135 MI_loss: 22.220072 Detection error: 0.009753882884979248 time: 11:20:40.973107
- B/E: 112 / 274 , Gen_loss: -0.36892462 MI_loss: 22.255592 Detection error: 0.009750843048095703 time: 11:20:41.861904
- B/E: 113 / 274 , Gen_loss: -0.3619221 MI_loss: 22.135052 Detection error: 0.00975877046585083 time: 11:20:42.745593
- B/E: 114 / 274 , Gen_loss: -0.35670605 MI_loss: 21.810007 Detection error: 0.009754359722137451 time: 11:20:43.628888
- B/E: 115 / 274 , Gen_loss: -0.37066123 MI_loss: 22.189846 Detection error: 0.009752452373504639 time: 11:20:44.486666
- B/E: 116 / 274 , Gen_loss: -0.36260378 MI_loss: 22.026285 Detection error: 0.009751319885253906 time: 11:20:45.314429
- B/E: 117 / 274 , Gen_loss: -0.35500178 MI_loss: 21.393036 Detection error: 0.009750545024871826 time: 11:20:46.130549
- B/E: 118 / 274 , Gen_loss: -0.36114526 MI_loss: 21.964298 Detection error: 0.009748399257659912 time: 11:20:47.026403
- B/E: 119 / 274 , Gen_loss: -0.36415207 MI_loss: 22.098606 Detection error: 0.009744763374328613 time: 11:20:47.920213
- B/E: 120 / 274 , Gen_loss: -0.36420006 MI_loss: 22.202932 Detection error: 0.009742259979248047 time: 11:20:48.808847
- B/E: 121 / 274 , Gen_loss: -0.35780722 MI_loss: 21.812397 Detection error: 0.009744107723236084 time: 11:20:49.780622
- B/E: 122 / 274 , Gen_loss: -0.36478782 MI_loss: 22.182531 Detection error: 0.009740114212036133 time: 11:20:50.676574
- B/E: 123 / 274 , Gen_loss: -0.35441557 MI_loss: 21.512049 Detection error: 0.009731590747833252 time: 11:20:51.566588
- B/E: 124 / 274 , Gen_loss: -0.35599 MI_loss: 21.621809 Detection error: 0.009732723236083984 time: 11:20:52.453936
- B/E: 125 / 274 , Gen_loss: -0.36390892 MI_loss: 22.064774 Detection error: 0.009737610816955566 time: 11:20:53.344154
- B/E: 126 / 274 , Gen_loss: -0.36061093 MI_loss: 21.971603 Detection error: 0.009747028350830078 time: 11:20:54.229220
- B/E: 127 / 274 , Gen_loss: -0.35742524 MI_loss: 21.550282 Detection error: 0.009745359420776367 time: 11:20:55.137209
- B/E: 128 / 274 , Gen_loss: -0.3641509 MI_loss: 22.208635 Detection error: 0.00975024700164795 time: 11:20:56.025972
- B/E: 129 / 274 , Gen_loss: -0.35444808 MI_loss: 21.584684 Detection error: 0.009755074977874756 time: 11:20:56.921735
- B/E: 130 / 274 , Gen_loss: -0.36293444 MI_loss: 21.856834 Detection error: 0.00976550579071045 time: 11:20:57.811889
- B/E: 131 / 274 , Gen_loss: -0.36165 MI_loss: 21.905807 Detection error: 0.00976872444152832 time: 11:20:58.696394
- B/E: 132 / 274 , Gen_loss: -0.36544693 MI_loss: 22.050463 Detection error: 0.009764313697814941 time: 11:20:59.580912
- B/E: 133 / 274 , Gen_loss: -0.3644888 MI_loss: 22.096886 Detection error: 0.009766340255737305 time: 11:21:00.464391
- B/E: 134 / 274 , Gen_loss: -0.35128 MI_loss: 21.411934 Detection error: 0.009774327278137207 time: 11:21:01.350494
- B/E: 135 / 274 , Gen_loss: -0.363465 MI_loss: 22.095703 Detection error: 0.00977778434753418 time: 11:21:02.233852
- B/E: 136 / 274 , Gen_loss: -0.3627458 MI_loss: 21.806105 Detection error: 0.00977712869644165 time: 11:21:03.120325
- B/E: 137 / 274 , Gen_loss: -0.35953373 MI_loss: 21.784575 Detection error: 0.00977945327758789 time: 11:21:04.096197
- B/E: 138 / 274 , Gen_loss: -0.36448634 MI_loss: 22.065435 Detection error: 0.009780585765838623 time: 11:21:04.982726
- B/E: 139 / 274 , Gen_loss: -0.3434294 MI_loss: 20.843119 Detection error: 0.009786367416381836 time: 11:21:05.867136
- B/E: 140 / 274 , Gen_loss: -0.3627888 MI_loss: 21.972946 Detection error: 0.009783029556274414 time: 11:21:06.759271
- B/E: 141 / 274 , Gen_loss: -0.35099268 MI_loss: 21.236286 Detection error: 0.009777963161468506 time: 11:21:07.640322
- B/E: 142 / 274 , Gen_loss: -0.3657247 MI_loss: 22.18187 Detection error: 0.009779036045074463 time: 11:21:08.524008
- B/E: 143 / 274 , Gen_loss: -0.3543018 MI_loss: 21.458267 Detection error: 0.009776473045349121 time: 11:21:09.436025
- B/E: 144 / 274 , Gen_loss: -0.36152497 MI_loss: 21.913656 Detection error: 0.009789645671844482 time: 11:21:10.319141
- B/E: 145 / 274 , Gen_loss: -0.3593888 MI_loss: 21.674326 Detection error: 0.009791731834411621 time: 11:21:11.202040
- B/E: 146 / 274 , Gen_loss: -0.3600333 MI_loss: 21.8063 Detection error: 0.009794235229492188 time: 11:21:12.110353
- B/E: 147 / 274 , Gen_loss: -0.3686315 MI_loss: 22.382488 Detection error: 0.009794950485229492 time: 11:21:12.994831
- B/E: 148 / 274 , Gen_loss: -0.3630359 MI_loss: 21.97781 Detection error: 0.009797811508178711 time: 11:21:13.878043
- B/E: 149 / 274 , Gen_loss: -0.35430923 MI_loss: 21.44778 Detection error: 0.009802937507629395 time: 11:21:14.757711
-
- Test Loss: 10.256447 Test Error: 0.01068335771560669
- -----
- EPOCH: 275
- B/E: 0 / 275 , Gen_loss: -0.3602625 MI_loss: 21.722113 Detection error: 0.010437488555908203 time: 11:21:16.700818
- B/E: 1 / 275 , Gen_loss: -0.34509483 MI_loss: 20.915102 Detection error: 0.010296881198883057 time: 11:21:57.074423
- B/E: 2 / 275 , Gen_loss: -0.35447073 MI_loss: 21.334045 Detection error: 0.009583353996276855 time: 11:21:58.103551
- B/E: 3 / 275 , Gen_loss: -0.35862222 MI_loss: 21.752579 Detection error: 0.009648442268371582 time: 11:21:58.999781
- B/E: 4 / 275 , Gen_loss: -0.35419574 MI_loss: 21.433487 Detection error: 0.009531259536743164 time: 11:21:59.895477
- B/E: 5 / 275 , Gen_loss: -0.35271403 MI_loss: 21.427826 Detection error: 0.00970834493637085 time: 11:22:00.777602
- B/E: 6 / 275 , Gen_loss: -0.35445198 MI_loss: 21.515335 Detection error: 0.009772300720214844 time: 11:22:01.664953
- B/E: 7 / 275 , Gen_loss: -0.35801032 MI_loss: 21.722507 Detection error: 0.009851574897766113 time: 11:22:02.554942
- B/E: 8 / 275 , Gen_loss: -0.36814877 MI_loss: 22.355862 Detection error: 0.009715259075164795 time: 11:22:03.441787
- B/E: 9 / 275 , Gen_loss: -0.35353512 MI_loss: 21.405186 Detection error: 0.009712517261505127 time: 11:22:04.326167
- B/E: 10 / 275 , Gen_loss: -0.3682902 MI_loss: 22.314108 Detection error: 0.009715914726257324 time: 11:22:05.214945
- B/E: 11 / 275 , Gen_loss: -0.3600644 MI_loss: 21.745024 Detection error: 0.009763002395629883 time: 11:22:06.103688
- B/E: 12 / 275 , Gen_loss: -0.35673922 MI_loss: 21.493195 Detection error: 0.009812474250793457 time: 11:22:06.995723
- B/E: 13 / 275 , Gen_loss: -0.36383644 MI_loss: 22.213226 Detection error: 0.009805798530578613 time: 11:22:07.887325
- B/E: 14 / 275 , Gen_loss: -0.36047882 MI_loss: 21.87233 Detection error: 0.009814560413360596 time: 11:22:08.777578
- B/E: 15 / 275 , Gen_loss: -0.36404774 MI_loss: 22.175097 Detection error: 0.009816408157348633 time: 11:22:09.662531
- B/E: 16 / 275 , Gen_loss: -0.35700908 MI_loss: 21.57542 Detection error: 0.00976651906967163 time: 11:22:10.472778
- B/E: 17 / 275 , Gen_loss: -0.35608265 MI_loss: 21.478148 Detection error: 0.009781241416931152 time: 11:22:11.274512
- B/E: 18 / 275 , Gen_loss: -0.35713714 MI_loss: 21.614424 Detection error: 0.009758234024047852 time: 11:22:12.122966
- B/E: 19 / 275 , Gen_loss: -0.3565198 MI_loss: 21.634468 Detection error: 0.00972968339920044 time: 11:22:12.896694
- B/E: 20 / 275 , Gen_loss: -0.35751307 MI_loss: 21.709024 Detection error: 0.009758949279785156 time: 11:22:13.705218
- B/E: 21 / 275 , Gen_loss: -0.36478865 MI_loss: 22.096838 Detection error: 0.009808242321014404 time: 11:22:14.576267
- B/E: 22 / 275 , Gen_loss: -0.35389638 MI_loss: 21.303982 Detection error: 0.009771764278411865 time: 11:22:15.465218
- B/E: 23 / 275 , Gen_loss: -0.36117724 MI_loss: 21.786274 Detection error: 0.009766936302185059 time: 11:22:16.362622
- B/E: 24 / 275 , Gen_loss: -0.36029267 MI_loss: 21.853828 Detection error: 0.009771227836608887 time: 11:22:17.239153
- B/E: 25 / 275 , Gen_loss: -0.36165172 MI_loss: 21.862883 Detection error: 0.009794473648071289 time: 11:22:18.117422
- B/E: 26 / 275 , Gen_loss: -0.35196927 MI_loss: 21.377941 Detection error: 0.00984722375869751 time: 11:22:19.036434
- B/E: 27 / 275 , Gen_loss: -0.36204523 MI_loss: 22.035156 Detection error: 0.009853780269622803 time: 11:22:19.854491
- B/E: 28 / 275 , Gen_loss: -0.354133 MI_loss: 21.615393 Detection error: 0.009867429733276367 time: 11:22:20.722062
- B/E: 29 / 275 , Gen_loss: -0.36063114 MI_loss: 21.80625 Detection error: 0.009861469268798828 time: 11:22:21.621817
- B/E: 30 / 275 , Gen_loss: -0.35602596 MI_loss: 21.541304 Detection error: 0.009856879711151123 time: 11:22:22.516981
- B/E: 31 / 275 , Gen_loss: -0.3610562 MI_loss: 21.697035 Detection error: 0.009824216365814209 time: 11:22:23.513358
- B/E: 32 / 275 , Gen_loss: -0.36282194 MI_loss: 21.902695 Detection error: 0.009813427925109863 time: 11:22:24.412290
- B/E: 33 / 275 , Gen_loss: -0.35709095 MI_loss: 21.569813 Detection error: 0.009795010089874268 time: 11:22:25.227141
- B/E: 34 / 275 , Gen_loss: -0.35662383 MI_loss: 21.746536 Detection error: 0.009802699089050293 time: 11:22:26.004331
- B/E: 35 / 275 , Gen_loss: -0.36149448 MI_loss: 21.816833 Detection error: 0.009781241416931152 time: 11:22:26.872036
- B/E: 36 / 275 , Gen_loss: -0.3626489 MI_loss: 21.936329 Detection error: 0.009788036346435547 time: 11:22:27.756761
- B/E: 37 / 275 , Gen_loss: -0.36677155 MI_loss: 22.28017 Detection error: 0.009782910346984863 time: 11:22:28.631818
- B/E: 38 / 275 , Gen_loss: -0.34712854 MI_loss: 21.02318 Detection error: 0.009803712368011475 time: 11:22:29.508101
- B/E: 39 / 275 , Gen_loss: -0.3604319 MI_loss: 21.731068 Detection error: 0.009789049625396729 time: 11:22:30.394583
- B/E: 40 / 275 , Gen_loss: -0.36522886 MI_loss: 22.02485 Detection error: 0.009785830974578857 time: 11:22:31.268974
- B/E: 41 / 275 , Gen_loss: -0.36750552 MI_loss: 22.390907 Detection error: 0.009784996509552002 time: 11:22:32.145390
- B/E: 42 / 275 , Gen_loss: -0.36055142 MI_loss: 21.894737 Detection error: 0.009783446788787842 time: 11:22:33.022112
- B/E: 43 / 275 , Gen_loss: -0.3573008 MI_loss: 21.566904 Detection error: 0.009779095649719238 time: 11:22:33.898687
- B/E: 44 / 275 , Gen_loss: -0.3664612 MI_loss: 22.216337 Detection error: 0.009790956974029541 time: 11:22:34.771286
- B/E: 45 / 275 , Gen_loss: -0.3599044 MI_loss: 21.86001 Detection error: 0.009796202182769775 time: 11:22:35.570612
- B/E: 46 / 275 , Gen_loss: -0.35857007 MI_loss: 21.830929 Detection error: 0.00981980562210083 time: 11:22:36.383233
- B/E: 47 / 275 , Gen_loss: -0.37204164 MI_loss: 22.448442 Detection error: 0.009807944297790527 time: 11:22:37.233592
- B/E: 48 / 275 , Gen_loss: -0.35450923 MI_loss: 21.376596 Detection error: 0.00982588529586792 time: 11:22:38.128287
- B/E: 49 / 275 , Gen_loss: -0.36487466 MI_loss: 22.125004 Detection error: 0.009831249713897705 time: 11:22:38.897876
- B/E: 50 / 275 , Gen_loss: -0.3647523 MI_loss: 22.018675 Detection error: 0.009830296039581299 time: 11:22:39.755246
- B/E: 51 / 275 , Gen_loss: -0.36184698 MI_loss: 22.124474 Detection error: 0.009835362434387207 time: 11:22:40.631056
- B/E: 52 / 275 , Gen_loss: -0.37065518 MI_loss: 22.40607 Detection error: 0.00982666015625 time: 11:22:41.512770
- B/E: 53 / 275 , Gen_loss: -0.36330163 MI_loss: 22.050543 Detection error: 0.00984203815460205 time: 11:22:42.293701
- B/E: 54 / 275 , Gen_loss: -0.3636301 MI_loss: 22.189802 Detection error: 0.009836375713348389 time: 11:22:43.062693
- B/E: 55 / 275 , Gen_loss: -0.36169735 MI_loss: 21.824518 Detection error: 0.009824752807617188 time: 11:22:43.923939
- B/E: 56 / 275 , Gen_loss: -0.3557898 MI_loss: 21.627293 Detection error: 0.009812474250793457 time: 11:22:44.795544
- B/E: 57 / 275 , Gen_loss: -0.3535687 MI_loss: 21.485935 Detection error: 0.009804964065551758 time: 11:22:45.692327
- B/E: 58 / 275 , Gen_loss: -0.36085704 MI_loss: 21.987492 Detection error: 0.00979393720626831 time: 11:22:46.587797
- B/E: 59 / 275 , Gen_loss: -0.36034164 MI_loss: 21.75889 Detection error: 0.009811997413635254 time: 11:22:47.487960
- B/E: 60 / 275 , Gen_loss: -0.3448504 MI_loss: 20.862238 Detection error: 0.00980532169342041 time: 11:22:48.409329
- B/E: 61 / 275 , Gen_loss: -0.3562704 MI_loss: 21.760284 Detection error: 0.009800374507904053 time: 11:22:49.307875
- B/E: 62 / 275 , Gen_loss: -0.35554057 MI_loss: 21.6026 Detection error: 0.00981050729751587 time: 11:22:50.209195
- B/E: 63 / 275 , Gen_loss: -0.35556322 MI_loss: 21.512589 Detection error: 0.00980520248413086 time: 11:22:51.185986
- B/E: 64 / 275 , Gen_loss: -0.3604289 MI_loss: 21.767975 Detection error: 0.009807229042053223 time: 11:22:52.086269
- B/E: 65 / 275 , Gen_loss: -0.36683324 MI_loss: 22.26001 Detection error: 0.009804904460906982 time: 11:22:52.984312
- B/E: 66 / 275 , Gen_loss: -0.3689253 MI_loss: 22.274517 Detection error: 0.009803175926208496 time: 11:22:53.881222
- B/E: 67 / 275 , Gen_loss: -0.37444833 MI_loss: 22.669012 Detection error: 0.009787678718566895 time: 11:22:54.781505
- B/E: 68 / 275 , Gen_loss: -0.37000123 MI_loss: 22.507843 Detection error: 0.00979846715927124 time: 11:22:55.684373
- B/E: 69 / 275 , Gen_loss: -0.3595272 MI_loss: 21.828514 Detection error: 0.009804904460906982 time: 11:22:56.576981
- B/E: 70 / 275 , Gen_loss: -0.3657954 MI_loss: 21.988085 Detection error: 0.009800195693969727 time: 11:22:57.472147
- B/E: 71 / 275 , Gen_loss: -0.34807187 MI_loss: 21.127201 Detection error: 0.009800374507904053 time: 11:22:58.402367
- B/E: 72 / 275 , Gen_loss: -0.36010858 MI_loss: 21.893644 Detection error: 0.009803533554077148 time: 11:22:59.300069
- B/E: 73 / 275 , Gen_loss: -0.36339158 MI_loss: 22.176107 Detection error: 0.00979602336883545 time: 11:23:00.210377
- B/E: 74 / 275 , Gen_loss: -0.36363384 MI_loss: 22.002966 Detection error: 0.00979459285736084 time: 11:23:01.128544
- B/E: 75 / 275 , Gen_loss: -0.3523203 MI_loss: 21.4612 Detection error: 0.009790301322937012 time: 11:23:02.005894
- B/E: 76 / 275 , Gen_loss: -0.35561773 MI_loss: 21.70556 Detection error: 0.009800314903259277 time: 11:23:02.889288
- B/E: 77 / 275 , Gen_loss: -0.3590115 MI_loss: 21.74327 Detection error: 0.009793698787689209 time: 11:23:03.771498
- B/E: 78 / 275 , Gen_loss: -0.36683306 MI_loss: 22.15294 Detection error: 0.009784817695617676 time: 11:23:04.663036
- B/E: 79 / 275 , Gen_loss: -0.35624355 MI_loss: 21.554993 Detection error: 0.009796500205993652 time: 11:23:05.638020
- B/E: 80 / 275 , Gen_loss: -0.36564282 MI_loss: 22.116175 Detection error: 0.009811341762542725 time: 11:23:06.524364
- B/E: 81 / 275 , Gen_loss: -0.36409163 MI_loss: 21.97641 Detection error: 0.009797632694244385 time: 11:23:07.407314
- B/E: 82 / 275 , Gen_loss: -0.34729818 MI_loss: 21.176361 Detection error: 0.009794414043426514 time: 11:23:08.283757
- B/E: 83 / 275 , Gen_loss: -0.35893273 MI_loss: 21.751663 Detection error: 0.009796142578125 time: 11:23:09.166210
- B/E: 84 / 275 , Gen_loss: -0.35778052 MI_loss: 21.895311 Detection error: 0.009796321392059326 time: 11:23:10.042262
- B/E: 85 / 275 , Gen_loss: -0.36240116 MI_loss: 21.88496 Detection error: 0.00977545976638794 time: 11:23:10.917849
- B/E: 86 / 275 , Gen_loss: -0.35617802 MI_loss: 21.59328 Detection error: 0.009773731231689453 time: 11:23:11.800310
- B/E: 87 / 275 , Gen_loss: -0.35551277 MI_loss: 21.513428 Detection error: 0.009759604930877686 time: 11:23:12.682004
- B/E: 88 / 275 , Gen_loss: -0.3627423 MI_loss: 21.997156 Detection error: 0.0097503662109375 time: 11:23:13.561866
- B/E: 89 / 275 , Gen_loss: -0.3512101 MI_loss: 21.353039 Detection error: 0.009761452674865723 time: 11:23:14.443897
- B/E: 90 / 275 , Gen_loss: -0.3625588 MI_loss: 21.933556 Detection error: 0.00976032018661499 time: 11:23:15.282866
- B/E: 91 / 275 , Gen_loss: -0.35642996 MI_loss: 21.61643 Detection error: 0.009765267372131348 time: 11:23:16.092754
- B/E: 92 / 275 , Gen_loss: -0.35011613 MI_loss: 21.242832 Detection error: 0.009759068489074707 time: 11:23:16.874780
- B/E: 93 / 275 , Gen_loss: -0.35586488 MI_loss: 21.77398 Detection error: 0.009756624698638916 time: 11:23:17.740616
- B/E: 94 / 275 , Gen_loss: -0.3612918 MI_loss: 22.024527 Detection error: 0.009770095348358154 time: 11:23:18.616620
- B/E: 95 / 275 , Gen_loss: -0.36340234 MI_loss: 22.067646 Detection error: 0.009774386882781982 time: 11:23:19.573563
- B/E: 96 / 275 , Gen_loss: -0.3621578 MI_loss: 22.019932 Detection error: 0.00977480411529541 time: 11:23:20.457283
- B/E: 97 / 275 , Gen_loss: -0.35980007 MI_loss: 21.793667 Detection error: 0.009768486022949219 time: 11:23:21.334079
- B/E: 98 / 275 , Gen_loss: -0.35890317 MI_loss: 21.606178 Detection error: 0.009759485721588135 time: 11:23:22.216730
- B/E: 99 / 275 , Gen_loss: -0.36569455 MI_loss: 22.186512 Detection error: 0.009756863117218018 time: 11:23:23.110306
- B/E: 100 / 275 , Gen_loss: -0.36977583 MI_loss: 22.394184 Detection error: 0.009757757186889648 time: 11:23:24.050177
- B/E: 101 / 275 , Gen_loss: -0.35412654 MI_loss: 21.457512 Detection error: 0.009768366813659668 time: 11:23:24.938172
- B/E: 102 / 275 , Gen_loss: -0.35607716 MI_loss: 21.689087 Detection error: 0.009765148162841797 time: 11:23:25.722454
- B/E: 103 / 275 , Gen_loss: -0.35764557 MI_loss: 21.646193 Detection error: 0.009760499000549316 time: 11:23:26.552868
- B/E: 104 / 275 , Gen_loss: -0.3624321 MI_loss: 22.004961 Detection error: 0.00976550579071045 time: 11:23:27.344220
- B/E: 105 / 275 , Gen_loss: -0.36102268 MI_loss: 21.864979 Detection error: 0.009759128093719482 time: 11:23:28.196442
- B/E: 106 / 275 , Gen_loss: -0.36122903 MI_loss: 21.995558 Detection error: 0.00976109504699707 time: 11:23:29.026204
- B/E: 107 / 275 , Gen_loss: -0.35746607 MI_loss: 21.674055 Detection error: 0.009763896465301514 time: 11:23:29.836048
- B/E: 108 / 275 , Gen_loss: -0.35897392 MI_loss: 21.752583 Detection error: 0.009770631790161133 time: 11:23:30.725654
- B/E: 109 / 275 , Gen_loss: -0.36168426 MI_loss: 21.914726 Detection error: 0.009766757488250732 time: 11:23:31.622792
- B/E: 110 / 275 , Gen_loss: -0.36672366 MI_loss: 22.03647 Detection error: 0.009755373001098633 time: 11:23:32.520133
- B/E: 111 / 275 , Gen_loss: -0.3624584 MI_loss: 21.947704 Detection error: 0.00975114107131958 time: 11:23:33.494065
- B/E: 112 / 275 , Gen_loss: -0.36300555 MI_loss: 21.832994 Detection error: 0.009754419326782227 time: 11:23:34.400942
- B/E: 113 / 275 , Gen_loss: -0.3600905 MI_loss: 22.073957 Detection error: 0.009762346744537354 time: 11:23:35.300401
- B/E: 114 / 275 , Gen_loss: -0.35750112 MI_loss: 21.727266 Detection error: 0.009762763977050781 time: 11:23:36.168724
- B/E: 115 / 275 , Gen_loss: -0.3644052 MI_loss: 21.972689 Detection error: 0.009758055210113525 time: 11:23:37.009378
- B/E: 116 / 275 , Gen_loss: -0.3577009 MI_loss: 21.691978 Detection error: 0.009756386280059814 time: 11:23:37.793662
- B/E: 117 / 275 , Gen_loss: -0.3554834 MI_loss: 21.715357 Detection error: 0.009756863117218018 time: 11:23:38.671980
- B/E: 118 / 275 , Gen_loss: -0.35875273 MI_loss: 21.803715 Detection error: 0.00975102186203003 time: 11:23:39.590813
- B/E: 119 / 275 , Gen_loss: -0.35966986 MI_loss: 21.847477 Detection error: 0.009745299816131592 time: 11:23:40.481762
- B/E: 120 / 275 , Gen_loss: -0.36159572 MI_loss: 21.98407 Detection error: 0.009742498397827148 time: 11:23:41.369621
- B/E: 121 / 275 , Gen_loss: -0.3559284 MI_loss: 21.433603 Detection error: 0.009747445583343506 time: 11:23:42.248104
- B/E: 122 / 275 , Gen_loss: -0.36687917 MI_loss: 22.067589 Detection error: 0.009744405746459961 time: 11:23:43.135310
- B/E: 123 / 275 , Gen_loss: -0.35409027 MI_loss: 21.370123 Detection error: 0.009735107421875 time: 11:23:44.025268
- B/E: 124 / 275 , Gen_loss: -0.3498326 MI_loss: 21.373972 Detection error: 0.009738743305206299 time: 11:23:44.924452
- B/E: 125 / 275 , Gen_loss: -0.36697322 MI_loss: 22.147156 Detection error: 0.009736835956573486 time: 11:23:45.824335
- B/E: 126 / 275 , Gen_loss: -0.36061454 MI_loss: 21.891407 Detection error: 0.009749233722686768 time: 11:23:46.724816
- B/E: 127 / 275 , Gen_loss: -0.3661304 MI_loss: 22.147284 Detection error: 0.009747087955474854 time: 11:23:47.721293
- B/E: 128 / 275 , Gen_loss: -0.3538998 MI_loss: 21.526115 Detection error: 0.009751439094543457 time: 11:23:48.628521
- B/E: 129 / 275 , Gen_loss: -0.34307697 MI_loss: 20.858315 Detection error: 0.009756505489349365 time: 11:23:49.528352
- B/E: 130 / 275 , Gen_loss: -0.37169448 MI_loss: 22.499172 Detection error: 0.009766221046447754 time: 11:23:50.427531
- B/E: 131 / 275 , Gen_loss: -0.35958028 MI_loss: 21.693111 Detection error: 0.009770810604095459 time: 11:23:51.330244
- B/E: 132 / 275 , Gen_loss: -0.36401522 MI_loss: 21.95977 Detection error: 0.009764313697814941 time: 11:23:52.229352
- B/E: 133 / 275 , Gen_loss: -0.35647148 MI_loss: 21.697613 Detection error: 0.009770035743713379 time: 11:23:53.131992
- B/E: 134 / 275 , Gen_loss: -0.35384476 MI_loss: 21.561289 Detection error: 0.009779393672943115 time: 11:23:54.036585
- B/E: 135 / 275 , Gen_loss: -0.3646864 MI_loss: 22.129887 Detection error: 0.00977778434753418 time: 11:23:54.935041
- B/E: 136 / 275 , Gen_loss: -0.35372514 MI_loss: 21.46501 Detection error: 0.009779632091522217 time: 11:23:55.835408
- B/E: 137 / 275 , Gen_loss: -0.35274005 MI_loss: 21.478802 Detection error: 0.00977945327758789 time: 11:23:56.739001
- B/E: 138 / 275 , Gen_loss: -0.3653585 MI_loss: 22.12621 Detection error: 0.009784817695617676 time: 11:23:57.573803
- B/E: 139 / 275 , Gen_loss: -0.36078593 MI_loss: 21.770958 Detection error: 0.009788155555725098 time: 11:23:58.405421
- B/E: 140 / 275 , Gen_loss: -0.36169934 MI_loss: 21.922058 Detection error: 0.009785711765289307 time: 11:23:59.318037
- B/E: 141 / 275 , Gen_loss: -0.36245075 MI_loss: 22.000973 Detection error: 0.009783029556274414 time: 11:24:00.213828
- B/E: 142 / 275 , Gen_loss: -0.36246288 MI_loss: 21.930304 Detection error: 0.009786069393157959 time: 11:24:01.110332
- B/E: 143 / 275 , Gen_loss: -0.37228018 MI_loss: 22.516588 Detection error: 0.00978386402130127 time: 11:24:02.023337
- B/E: 144 / 275 , Gen_loss: -0.36303335 MI_loss: 22.112934 Detection error: 0.009792447090148926 time: 11:24:02.935633
- B/E: 145 / 275 , Gen_loss: -0.3621949 MI_loss: 22.07212 Detection error: 0.009797096252441406 time: 11:24:03.831288
- B/E: 146 / 275 , Gen_loss: -0.36177146 MI_loss: 21.931595 Detection error: 0.009795904159545898 time: 11:24:04.733770
- B/E: 147 / 275 , Gen_loss: -0.3608792 MI_loss: 21.843594 Detection error: 0.009799599647521973 time: 11:24:05.631845
- B/E: 148 / 275 , Gen_loss: -0.3612762 MI_loss: 21.903694 Detection error: 0.009798884391784668 time: 11:24:06.476203
- B/E: 149 / 275 , Gen_loss: -0.35903355 MI_loss: 21.804714 Detection error: 0.009806036949157715 time: 11:24:07.296102
-
- Test Loss: 10.260319 Test Error: 0.01064997911453247
- -----
- EPOCH: 276
- B/E: 0 / 276 , Gen_loss: -0.35350055 MI_loss: 21.411133 Detection error: 0.010468721389770508 time: 11:24:09.147262
- B/E: 1 / 276 , Gen_loss: -0.35745448 MI_loss: 21.646217 Detection error: 0.010171890258789062 time: 11:24:50.607418
- B/E: 2 / 276 , Gen_loss: -0.36726284 MI_loss: 22.116451 Detection error: 0.009572923183441162 time: 11:24:51.537839
- B/E: 3 / 276 , Gen_loss: -0.35056144 MI_loss: 21.33712 Detection error: 0.009617209434509277 time: 11:24:52.434507
- B/E: 4 / 276 , Gen_loss: -0.36424828 MI_loss: 22.060987 Detection error: 0.009649991989135742 time: 11:24:53.322723
- B/E: 5 / 276 , Gen_loss: -0.36169595 MI_loss: 22.119741 Detection error: 0.009697914123535156 time: 11:24:54.336158
- B/E: 6 / 276 , Gen_loss: -0.36305147 MI_loss: 21.947086 Detection error: 0.009781241416931152 time: 11:24:55.232664
- B/E: 7 / 276 , Gen_loss: -0.36754686 MI_loss: 22.298813 Detection error: 0.009761691093444824 time: 11:24:56.064394
- B/E: 8 / 276 , Gen_loss: -0.3652283 MI_loss: 22.113323 Detection error: 0.009763896465301514 time: 11:24:56.899541
- B/E: 9 / 276 , Gen_loss: -0.35984465 MI_loss: 21.79889 Detection error: 0.009756267070770264 time: 11:24:57.718512
- B/E: 10 / 276 , Gen_loss: -0.36296254 MI_loss: 21.867313 Detection error: 0.009747147560119629 time: 11:24:58.490090
- B/E: 11 / 276 , Gen_loss: -0.3603683 MI_loss: 21.911087 Detection error: 0.009781241416931152 time: 11:24:59.381768
- B/E: 12 / 276 , Gen_loss: -0.35507587 MI_loss: 21.575926 Detection error: 0.009829342365264893 time: 11:25:00.265118
- B/E: 13 / 276 , Gen_loss: -0.36573946 MI_loss: 22.079935 Detection error: 0.009852707386016846 time: 11:25:01.149120
- B/E: 14 / 276 , Gen_loss: -0.36454234 MI_loss: 22.097206 Detection error: 0.009812474250793457 time: 11:25:02.032616
- B/E: 15 / 276 , Gen_loss: -0.36546022 MI_loss: 22.144669 Detection error: 0.009832024574279785 time: 11:25:02.920226
- B/E: 16 / 276 , Gen_loss: -0.359576 MI_loss: 21.572643 Detection error: 0.009762883186340332 time: 11:25:03.806324
- B/E: 17 / 276 , Gen_loss: -0.35149026 MI_loss: 21.314636 Detection error: 0.009756922721862793 time: 11:25:04.715242
- B/E: 18 / 276 , Gen_loss: -0.35479218 MI_loss: 21.574806 Detection error: 0.009720385074615479 time: 11:25:05.554573
- B/E: 19 / 276 , Gen_loss: -0.35343695 MI_loss: 21.566925 Detection error: 0.00972813367843628 time: 11:25:06.430386
- B/E: 20 / 276 , Gen_loss: -0.36480936 MI_loss: 22.17086 Detection error: 0.009757459163665771 time: 11:25:07.413988
- B/E: 21 / 276 , Gen_loss: -0.35653746 MI_loss: 21.659435 Detection error: 0.00977557897567749 time: 11:25:08.301493
- B/E: 22 / 276 , Gen_loss: -0.37103915 MI_loss: 22.433413 Detection error: 0.009754061698913574 time: 11:25:09.190143
- B/E: 23 / 276 , Gen_loss: -0.36587524 MI_loss: 22.11431 Detection error: 0.00974351167678833 time: 11:25:10.071807
- B/E: 24 / 276 , Gen_loss: -0.3655903 MI_loss: 22.219675 Detection error: 0.009761273860931396 time: 11:25:10.960545
- B/E: 25 / 276 , Gen_loss: -0.36027914 MI_loss: 21.782543 Detection error: 0.009760797023773193 time: 11:25:11.847763
- B/E: 26 / 276 , Gen_loss: -0.34224594 MI_loss: 20.825628 Detection error: 0.009815990924835205 time: 11:25:12.735520
- B/E: 27 / 276 , Gen_loss: -0.36834097 MI_loss: 22.347372 Detection error: 0.00982588529586792 time: 11:25:13.628697
- B/E: 28 / 276 , Gen_loss: -0.36175603 MI_loss: 22.004248 Detection error: 0.009831905364990234 time: 11:25:14.518048
- B/E: 29 / 276 , Gen_loss: -0.35734937 MI_loss: 21.69104 Detection error: 0.009836435317993164 time: 11:25:15.333009
- B/E: 30 / 276 , Gen_loss: -0.35174114 MI_loss: 21.291306 Detection error: 0.009818553924560547 time: 11:25:16.113169
- B/E: 31 / 276 , Gen_loss: -0.36664444 MI_loss: 22.223793 Detection error: 0.009792983531951904 time: 11:25:17.012015
- B/E: 32 / 276 , Gen_loss: -0.36941418 MI_loss: 22.410135 Detection error: 0.009802103042602539 time: 11:25:17.927178
- B/E: 33 / 276 , Gen_loss: -0.35130504 MI_loss: 21.291367 Detection error: 0.00978308916091919 time: 11:25:18.812462
- B/E: 34 / 276 , Gen_loss: -0.36639884 MI_loss: 22.208141 Detection error: 0.009784817695617676 time: 11:25:19.700640
- B/E: 35 / 276 , Gen_loss: -0.36615813 MI_loss: 22.164188 Detection error: 0.009768247604370117 time: 11:25:20.585132
- B/E: 36 / 276 , Gen_loss: -0.36157784 MI_loss: 21.936872 Detection error: 0.009774506092071533 time: 11:25:21.556426
- B/E: 37 / 276 , Gen_loss: -0.35796073 MI_loss: 21.60629 Detection error: 0.009761512279510498 time: 11:25:22.442935
- B/E: 38 / 276 , Gen_loss: -0.353402 MI_loss: 21.386309 Detection error: 0.009781241416931152 time: 11:25:23.329204
- B/E: 39 / 276 , Gen_loss: -0.36630288 MI_loss: 21.985577 Detection error: 0.009772658348083496 time: 11:25:24.211973
- B/E: 40 / 276 , Gen_loss: -0.35217774 MI_loss: 21.374174 Detection error: 0.009766757488250732 time: 11:25:25.095019
- B/E: 41 / 276 , Gen_loss: -0.35079992 MI_loss: 21.201056 Detection error: 0.009755969047546387 time: 11:25:25.950122
- B/E: 42 / 276 , Gen_loss: -0.3536726 MI_loss: 21.467014 Detection error: 0.009766697883605957 time: 11:25:26.837653
- B/E: 43 / 276 , Gen_loss: -0.35845307 MI_loss: 21.677046 Detection error: 0.009761393070220947 time: 11:25:27.720794
- B/E: 44 / 276 , Gen_loss: -0.3675465 MI_loss: 22.319948 Detection error: 0.009769439697265625 time: 11:25:28.601066
- B/E: 45 / 276 , Gen_loss: -0.37198445 MI_loss: 22.524963 Detection error: 0.009775161743164062 time: 11:25:29.485596
- B/E: 46 / 276 , Gen_loss: -0.36029267 MI_loss: 21.759361 Detection error: 0.009793877601623535 time: 11:25:30.376190
- B/E: 47 / 276 , Gen_loss: -0.36686212 MI_loss: 22.308794 Detection error: 0.0097883939743042 time: 11:25:31.260168
- B/E: 48 / 276 , Gen_loss: -0.3693482 MI_loss: 22.530258 Detection error: 0.00980609655380249 time: 11:25:32.142951
- B/E: 49 / 276 , Gen_loss: -0.36224928 MI_loss: 22.018166 Detection error: 0.009813129901885986 time: 11:25:33.052776
- B/E: 50 / 276 , Gen_loss: -0.35988075 MI_loss: 22.028872 Detection error: 0.009824752807617188 time: 11:25:33.884408
- B/E: 51 / 276 , Gen_loss: -0.36110076 MI_loss: 21.959423 Detection error: 0.009820938110351562 time: 11:25:34.663239
- B/E: 52 / 276 , Gen_loss: -0.35761604 MI_loss: 21.616962 Detection error: 0.009816646575927734 time: 11:25:35.553380
- B/E: 53 / 276 , Gen_loss: -0.36969534 MI_loss: 22.382866 Detection error: 0.00983041524887085 time: 11:25:36.453694
- B/E: 54 / 276 , Gen_loss: -0.369659 MI_loss: 22.550577 Detection error: 0.009831845760345459 time: 11:25:37.335933
- B/E: 55 / 276 , Gen_loss: -0.35118252 MI_loss: 21.313234 Detection error: 0.009810268878936768 time: 11:25:38.226593
- B/E: 56 / 276 , Gen_loss: -0.35661775 MI_loss: 21.617432 Detection error: 0.009796619415283203 time: 11:25:39.079271
- B/E: 57 / 276 , Gen_loss: -0.36592853 MI_loss: 22.2048 Detection error: 0.009792566299438477 time: 11:25:39.848793
- B/E: 58 / 276 , Gen_loss: -0.3513836 MI_loss: 21.392275 Detection error: 0.009784400463104248 time: 11:25:40.618652
- B/E: 59 / 276 , Gen_loss: -0.36314288 MI_loss: 22.073597 Detection error: 0.0098000168800354 time: 11:25:41.393258
- B/E: 60 / 276 , Gen_loss: -0.36464113 MI_loss: 22.002491 Detection error: 0.00979304313659668 time: 11:25:42.198023
- B/E: 61 / 276 , Gen_loss: -0.34638152 MI_loss: 21.070013 Detection error: 0.009792864322662354 time: 11:25:43.084961
- B/E: 62 / 276 , Gen_loss: -0.3688513 MI_loss: 22.529888 Detection error: 0.009801089763641357 time: 11:25:43.971205
- B/E: 63 / 276 , Gen_loss: -0.36234352 MI_loss: 21.909021 Detection error: 0.009796380996704102 time: 11:25:44.856569
- B/E: 64 / 276 , Gen_loss: -0.3581063 MI_loss: 21.640512 Detection error: 0.009792804718017578 time: 11:25:45.743690
- B/E: 65 / 276 , Gen_loss: -0.37444812 MI_loss: 22.613733 Detection error: 0.009788334369659424 time: 11:25:46.630235
- B/E: 66 / 276 , Gen_loss: -0.37236798 MI_loss: 22.526245 Detection error: 0.009790599346160889 time: 11:25:47.532916
- B/E: 67 / 276 , Gen_loss: -0.37013188 MI_loss: 22.25138 Detection error: 0.009784936904907227 time: 11:25:48.422565
- B/E: 68 / 276 , Gen_loss: -0.36164546 MI_loss: 21.886002 Detection error: 0.009790778160095215 time: 11:25:49.399630
- B/E: 69 / 276 , Gen_loss: -0.35956392 MI_loss: 21.75592 Detection error: 0.009795963764190674 time: 11:25:50.288706
- B/E: 70 / 276 , Gen_loss: -0.36327827 MI_loss: 21.989578 Detection error: 0.009789586067199707 time: 11:25:51.173141
- B/E: 71 / 276 , Gen_loss: -0.3590243 MI_loss: 21.798649 Detection error: 0.009788215160369873 time: 11:25:52.056890
- B/E: 72 / 276 , Gen_loss: -0.3697595 MI_loss: 22.423578 Detection error: 0.00979626178741455 time: 11:25:52.958309
- B/E: 73 / 276 , Gen_loss: -0.36768723 MI_loss: 22.329012 Detection error: 0.00978630781173706 time: 11:25:53.843091
- B/E: 74 / 276 , Gen_loss: -0.35112697 MI_loss: 21.26507 Detection error: 0.009790003299713135 time: 11:25:54.732850
- B/E: 75 / 276 , Gen_loss: -0.36166707 MI_loss: 21.927937 Detection error: 0.009777963161468506 time: 11:25:55.625163
- B/E: 76 / 276 , Gen_loss: -0.36300486 MI_loss: 22.002205 Detection error: 0.009789764881134033 time: 11:25:56.511320
- B/E: 77 / 276 , Gen_loss: -0.36422265 MI_loss: 22.138905 Detection error: 0.00979083776473999 time: 11:25:57.397646
- B/E: 78 / 276 , Gen_loss: -0.35726377 MI_loss: 21.508183 Detection error: 0.00978243350982666 time: 11:25:58.285713
- B/E: 79 / 276 , Gen_loss: -0.36226916 MI_loss: 21.909838 Detection error: 0.009787499904632568 time: 11:25:59.168217
- B/E: 80 / 276 , Gen_loss: -0.3616652 MI_loss: 21.923447 Detection error: 0.009802103042602539 time: 11:26:00.050071
- B/E: 81 / 276 , Gen_loss: -0.35456008 MI_loss: 21.444523 Detection error: 0.009789228439331055 time: 11:26:00.935495
- B/E: 82 / 276 , Gen_loss: -0.3727759 MI_loss: 22.554264 Detection error: 0.009789884090423584 time: 11:26:01.816970
- B/E: 83 / 276 , Gen_loss: -0.3590031 MI_loss: 21.787256 Detection error: 0.009790182113647461 time: 11:26:02.703563
- B/E: 84 / 276 , Gen_loss: -0.36015737 MI_loss: 21.928005 Detection error: 0.0097886323928833 time: 11:26:03.676246
- B/E: 85 / 276 , Gen_loss: -0.36168462 MI_loss: 21.851328 Detection error: 0.009769618511199951 time: 11:26:04.565428
- B/E: 86 / 276 , Gen_loss: -0.3568216 MI_loss: 21.625525 Detection error: 0.00976938009262085 time: 11:26:05.445855
- B/E: 87 / 276 , Gen_loss: -0.36439973 MI_loss: 22.054546 Detection error: 0.009756386280059814 time: 11:26:06.334463
- B/E: 88 / 276 , Gen_loss: -0.36995557 MI_loss: 22.359753 Detection error: 0.009745776653289795 time: 11:26:07.225080
- B/E: 89 / 276 , Gen_loss: -0.35523733 MI_loss: 21.674545 Detection error: 0.009754180908203125 time: 11:26:08.119635
- B/E: 90 / 276 , Gen_loss: -0.3617551 MI_loss: 21.86101 Detection error: 0.009763062000274658 time: 11:26:09.019731
- B/E: 91 / 276 , Gen_loss: -0.35223895 MI_loss: 21.326487 Detection error: 0.009762585163116455 time: 11:26:09.927057
- B/E: 92 / 276 , Gen_loss: -0.35608405 MI_loss: 21.523916 Detection error: 0.009746968746185303 time: 11:26:10.822217
- B/E: 93 / 276 , Gen_loss: -0.35652116 MI_loss: 21.67284 Detection error: 0.00975102186203003 time: 11:26:11.723043
- B/E: 94 / 276 , Gen_loss: -0.35730922 MI_loss: 21.617062 Detection error: 0.009763479232788086 time: 11:26:12.659795
- B/E: 95 / 276 , Gen_loss: -0.36448827 MI_loss: 22.025318 Detection error: 0.009770810604095459 time: 11:26:13.558768
- B/E: 96 / 276 , Gen_loss: -0.36717534 MI_loss: 22.17586 Detection error: 0.009767711162567139 time: 11:26:14.478531
- B/E: 97 / 276 , Gen_loss: -0.36205032 MI_loss: 21.844296 Detection error: 0.009761452674865723 time: 11:26:15.380559
- B/E: 98 / 276 , Gen_loss: -0.35615873 MI_loss: 21.578354 Detection error: 0.00975346565246582 time: 11:26:16.279741
- B/E: 99 / 276 , Gen_loss: -0.36170664 MI_loss: 21.798943 Detection error: 0.00974971055984497 time: 11:26:17.179293
- B/E: 100 / 276 , Gen_loss: -0.3723725 MI_loss: 22.534184 Detection error: 0.009753704071044922 time: 11:26:18.185304
- B/E: 101 / 276 , Gen_loss: -0.35994858 MI_loss: 21.914389 Detection error: 0.009755492210388184 time: 11:26:19.082627
- B/E: 102 / 276 , Gen_loss: -0.35876408 MI_loss: 21.574995 Detection error: 0.009759128093719482 time: 11:26:19.980872
- B/E: 103 / 276 , Gen_loss: -0.3746624 MI_loss: 22.61097 Detection error: 0.009753882884979248 time: 11:26:20.879580
- B/E: 104 / 276 , Gen_loss: -0.36251527 MI_loss: 21.94982 Detection error: 0.009757161140441895 time: 11:26:21.777224
- B/E: 105 / 276 , Gen_loss: -0.35328352 MI_loss: 21.44556 Detection error: 0.009755909442901611 time: 11:26:22.676648
- B/E: 106 / 276 , Gen_loss: -0.35762918 MI_loss: 21.7753 Detection error: 0.0097578763961792 time: 11:26:23.578909
- B/E: 107 / 276 , Gen_loss: -0.36460596 MI_loss: 22.142376 Detection error: 0.009758412837982178 time: 11:26:24.478263
- B/E: 108 / 276 , Gen_loss: -0.35623676 MI_loss: 21.480045 Detection error: 0.0097617506980896 time: 11:26:25.373615
- B/E: 109 / 276 , Gen_loss: -0.3565685 MI_loss: 21.458008 Detection error: 0.009760797023773193 time: 11:26:26.276087
- B/E: 110 / 276 , Gen_loss: -0.35786676 MI_loss: 21.669283 Detection error: 0.009751975536346436 time: 11:26:27.177296
- B/E: 111 / 276 , Gen_loss: -0.36491513 MI_loss: 21.95785 Detection error: 0.009749412536621094 time: 11:26:28.077826
- B/E: 112 / 276 , Gen_loss: -0.3603975 MI_loss: 21.696104 Detection error: 0.009751379489898682 time: 11:26:28.983897
- B/E: 113 / 276 , Gen_loss: -0.36567664 MI_loss: 22.332891 Detection error: 0.009756863117218018 time: 11:26:29.881108
- B/E: 114 / 276 , Gen_loss: -0.3590406 MI_loss: 21.788258 Detection error: 0.009751379489898682 time: 11:26:30.778575
- B/E: 115 / 276 , Gen_loss: -0.36609468 MI_loss: 22.228374 Detection error: 0.009751319885253906 time: 11:26:31.676434
- B/E: 116 / 276 , Gen_loss: -0.35684454 MI_loss: 21.657156 Detection error: 0.009746789932250977 time: 11:26:32.661467
- B/E: 117 / 276 , Gen_loss: -0.3584517 MI_loss: 21.77219 Detection error: 0.009748399257659912 time: 11:26:33.556194
- B/E: 118 / 276 , Gen_loss: -0.35475087 MI_loss: 21.329628 Detection error: 0.009743154048919678 time: 11:26:34.457429
- B/E: 119 / 276 , Gen_loss: -0.3593058 MI_loss: 21.783613 Detection error: 0.009738266468048096 time: 11:26:35.353743
- B/E: 120 / 276 , Gen_loss: -0.35727918 MI_loss: 21.647186 Detection error: 0.009738147258758545 time: 11:26:36.264688
- B/E: 121 / 276 , Gen_loss: -0.3653793 MI_loss: 22.268398 Detection error: 0.0097428560256958 time: 11:26:37.160591
- B/E: 122 / 276 , Gen_loss: -0.3648162 MI_loss: 22.001085 Detection error: 0.009735286235809326 time: 11:26:38.063956
- B/E: 123 / 276 , Gen_loss: -0.36467662 MI_loss: 22.063997 Detection error: 0.009731590747833252 time: 11:26:38.959799
- B/E: 124 / 276 , Gen_loss: -0.35395485 MI_loss: 21.484318 Detection error: 0.009732723236083984 time: 11:26:39.858021
- B/E: 125 / 276 , Gen_loss: -0.35769737 MI_loss: 21.682755 Detection error: 0.009731411933898926 time: 11:26:40.752746
- B/E: 126 / 276 , Gen_loss: -0.34845394 MI_loss: 21.277538 Detection error: 0.009740889072418213 time: 11:26:41.648431
- B/E: 127 / 276 , Gen_loss: -0.36074662 MI_loss: 21.779161 Detection error: 0.009740948677062988 time: 11:26:42.545086
- B/E: 128 / 276 , Gen_loss: -0.35154498 MI_loss: 21.419403 Detection error: 0.009747326374053955 time: 11:26:43.410074
- B/E: 129 / 276 , Gen_loss: -0.36744598 MI_loss: 22.275955 Detection error: 0.009751439094543457 time: 11:26:44.276384
- B/E: 130 / 276 , Gen_loss: -0.35767823 MI_loss: 21.570662 Detection error: 0.009755492210388184 time: 11:26:45.163848
- B/E: 131 / 276 , Gen_loss: -0.3604834 MI_loss: 21.790419 Detection error: 0.009762048721313477 time: 11:26:46.043504
- B/E: 132 / 276 , Gen_loss: -0.36338112 MI_loss: 21.981853 Detection error: 0.00976032018661499 time: 11:26:47.008509
- B/E: 133 / 276 , Gen_loss: -0.37056214 MI_loss: 22.466574 Detection error: 0.00976186990737915 time: 11:26:47.900916
- B/E: 134 / 276 , Gen_loss: -0.3618518 MI_loss: 22.084246 Detection error: 0.009768307209014893 time: 11:26:48.793624
- B/E: 135 / 276 , Gen_loss: -0.36828014 MI_loss: 22.291645 Detection error: 0.009769320487976074 time: 11:26:49.694065
- B/E: 136 / 276 , Gen_loss: -0.3578121 MI_loss: 21.75643 Detection error: 0.009768009185791016 time: 11:26:50.564687
- B/E: 137 / 276 , Gen_loss: -0.36486632 MI_loss: 22.23936 Detection error: 0.009777188301086426 time: 11:26:51.386721
- B/E: 138 / 276 , Gen_loss: -0.36348113 MI_loss: 22.033281 Detection error: 0.009776771068572998 time: 11:26:52.271159
- B/E: 139 / 276 , Gen_loss: -0.35717294 MI_loss: 21.766811 Detection error: 0.009781897068023682 time: 11:26:53.184708
- B/E: 140 / 276 , Gen_loss: -0.3529277 MI_loss: 21.545753 Detection error: 0.009779274463653564 time: 11:26:54.084838
- B/E: 141 / 276 , Gen_loss: -0.35095593 MI_loss: 21.327414 Detection error: 0.009777724742889404 time: 11:26:54.983851
- B/E: 142 / 276 , Gen_loss: -0.3596473 MI_loss: 21.728065 Detection error: 0.009778201580047607 time: 11:26:55.886374
- B/E: 143 / 276 , Gen_loss: -0.36150804 MI_loss: 21.920956 Detection error: 0.009773194789886475 time: 11:26:56.788120
- B/E: 144 / 276 , Gen_loss: -0.35759673 MI_loss: 21.713198 Detection error: 0.009781897068023682 time: 11:26:57.689507
- B/E: 145 / 276 , Gen_loss: -0.34901017 MI_loss: 21.131062 Detection error: 0.009793639183044434 time: 11:26:58.588821
- B/E: 146 / 276 , Gen_loss: -0.36419404 MI_loss: 21.835728 Detection error: 0.009788691997528076 time: 11:26:59.490994
- B/E: 147 / 276 , Gen_loss: -0.36352512 MI_loss: 22.199602 Detection error: 0.009795844554901123 time: 11:27:00.387711
- B/E: 148 / 276 , Gen_loss: -0.3638479 MI_loss: 22.176775 Detection error: 0.009794235229492188 time: 11:27:01.408209
- B/E: 149 / 276 , Gen_loss: -0.36291555 MI_loss: 22.013855 Detection error: 0.009801030158996582 time: 11:27:02.305264
-
- Test Loss: 10.25514 Test Error: 0.01066666841506958
- -----
- EPOCH: 277
- B/E: 0 / 277 , Gen_loss: -0.3638979 MI_loss: 21.99873 Detection error: 0.01021873950958252 time: 11:27:04.263543
- B/E: 1 / 277 , Gen_loss: -0.34909672 MI_loss: 21.104206 Detection error: 0.010171890258789062 time: 11:27:46.582774
- B/E: 2 / 277 , Gen_loss: -0.35034 MI_loss: 21.064894 Detection error: 0.00970834493637085 time: 11:27:47.502703
- B/E: 3 / 277 , Gen_loss: -0.3535285 MI_loss: 21.50323 Detection error: 0.009687483310699463 time: 11:27:48.285669
- B/E: 4 / 277 , Gen_loss: -0.37209973 MI_loss: 22.430237 Detection error: 0.00963747501373291 time: 11:27:49.100978
- B/E: 5 / 277 , Gen_loss: -0.35414222 MI_loss: 21.586975 Detection error: 0.009723961353302002 time: 11:27:49.885595
- B/E: 6 / 277 , Gen_loss: -0.3602257 MI_loss: 21.939342 Detection error: 0.009776771068572998 time: 11:27:50.668316
- B/E: 7 / 277 , Gen_loss: -0.35883695 MI_loss: 21.788364 Detection error: 0.009847640991210938 time: 11:27:51.522142
- B/E: 8 / 277 , Gen_loss: -0.36054605 MI_loss: 21.752005 Detection error: 0.009760439395904541 time: 11:27:52.329088
- B/E: 9 / 277 , Gen_loss: -0.36348847 MI_loss: 22.174047 Detection error: 0.00976252555847168 time: 11:27:53.191597
- B/E: 10 / 277 , Gen_loss: -0.37522757 MI_loss: 22.776321 Detection error: 0.009741485118865967 time: 11:27:54.095664
- B/E: 11 / 277 , Gen_loss: -0.35792628 MI_loss: 21.679016 Detection error: 0.009773433208465576 time: 11:27:54.992213
- B/E: 12 / 277 , Gen_loss: -0.36949342 MI_loss: 22.267654 Detection error: 0.009817302227020264 time: 11:27:55.851846
- B/E: 13 / 277 , Gen_loss: -0.35578194 MI_loss: 21.548521 Detection error: 0.00982588529586792 time: 11:27:56.703008
- B/E: 14 / 277 , Gen_loss: -0.36596277 MI_loss: 22.115782 Detection error: 0.009791672229766846 time: 11:27:57.600549
- B/E: 15 / 277 , Gen_loss: -0.3586731 MI_loss: 21.669563 Detection error: 0.009812474250793457 time: 11:27:58.496033
- B/E: 16 / 277 , Gen_loss: -0.3619352 MI_loss: 21.76475 Detection error: 0.009784936904907227 time: 11:27:59.391609
- B/E: 17 / 277 , Gen_loss: -0.36428553 MI_loss: 22.041086 Detection error: 0.009756922721862793 time: 11:28:00.291151
- B/E: 18 / 277 , Gen_loss: -0.35839084 MI_loss: 21.740513 Detection error: 0.009720385074615479 time: 11:28:01.185907
- B/E: 19 / 277 , Gen_loss: -0.3471372 MI_loss: 21.127449 Detection error: 0.00972658395767212 time: 11:28:02.080881
- B/E: 20 / 277 , Gen_loss: -0.3522483 MI_loss: 21.218573 Detection error: 0.009760439395904541 time: 11:28:02.973484
- B/E: 21 / 277 , Gen_loss: -0.35858795 MI_loss: 21.72795 Detection error: 0.009784102439880371 time: 11:28:03.855686
- B/E: 22 / 277 , Gen_loss: -0.3545807 MI_loss: 21.344246 Detection error: 0.00974726676940918 time: 11:28:04.659840
- B/E: 23 / 277 , Gen_loss: -0.3624653 MI_loss: 21.816948 Detection error: 0.009760439395904541 time: 11:28:05.549235
- B/E: 24 / 277 , Gen_loss: -0.36340994 MI_loss: 22.203228 Detection error: 0.009760022163391113 time: 11:28:06.440795
- B/E: 25 / 277 , Gen_loss: -0.35937428 MI_loss: 21.676083 Detection error: 0.009776413440704346 time: 11:28:07.403710
- B/E: 26 / 277 , Gen_loss: -0.36290392 MI_loss: 21.971642 Detection error: 0.009819447994232178 time: 11:28:08.311262
- B/E: 27 / 277 , Gen_loss: -0.368276 MI_loss: 22.360252 Detection error: 0.009818077087402344 time: 11:28:09.197735
- B/E: 28 / 277 , Gen_loss: -0.36127338 MI_loss: 21.896633 Detection error: 0.009828686714172363 time: 11:28:10.080019
- B/E: 29 / 277 , Gen_loss: -0.36339116 MI_loss: 22.159256 Detection error: 0.009855210781097412 time: 11:28:10.962432
- B/E: 30 / 277 , Gen_loss: -0.36681667 MI_loss: 22.166811 Detection error: 0.009838700294494629 time: 11:28:11.852760
- B/E: 31 / 277 , Gen_loss: -0.35283053 MI_loss: 21.391336 Detection error: 0.00980466604232788 time: 11:28:12.730561
- B/E: 32 / 277 , Gen_loss: -0.35744384 MI_loss: 21.696533 Detection error: 0.009820103645324707 time: 11:28:13.613442
- B/E: 33 / 277 , Gen_loss: -0.3585303 MI_loss: 21.653122 Detection error: 0.0097886323928833 time: 11:28:14.501540
- B/E: 34 / 277 , Gen_loss: -0.35879946 MI_loss: 21.861078 Detection error: 0.0097883939743042 time: 11:28:15.387247
- B/E: 35 / 277 , Gen_loss: -0.3556938 MI_loss: 21.557535 Detection error: 0.00977170467376709 time: 11:28:16.273161
- B/E: 36 / 277 , Gen_loss: -0.35615826 MI_loss: 21.53564 Detection error: 0.009771943092346191 time: 11:28:17.160372
- B/E: 37 / 277 , Gen_loss: -0.35415718 MI_loss: 21.464815 Detection error: 0.009776294231414795 time: 11:28:18.043074
- B/E: 38 / 277 , Gen_loss: -0.365685 MI_loss: 22.145971 Detection error: 0.009781241416931152 time: 11:28:18.854311
- B/E: 39 / 277 , Gen_loss: -0.35415515 MI_loss: 21.395994 Detection error: 0.009771108627319336 time: 11:28:19.667311
- B/E: 40 / 277 , Gen_loss: -0.36531445 MI_loss: 22.126076 Detection error: 0.009772837162017822 time: 11:28:20.439291
- B/E: 41 / 277 , Gen_loss: -0.3572481 MI_loss: 21.850666 Detection error: 0.00976341962814331 time: 11:28:21.394081
- B/E: 42 / 277 , Gen_loss: -0.35467744 MI_loss: 21.341478 Detection error: 0.009758710861206055 time: 11:28:22.281397
- B/E: 43 / 277 , Gen_loss: -0.3578907 MI_loss: 21.604992 Detection error: 0.009752869606018066 time: 11:28:23.165226
- B/E: 44 / 277 , Gen_loss: -0.36356342 MI_loss: 22.178818 Detection error: 0.00977778434753418 time: 11:28:24.047281
- B/E: 45 / 277 , Gen_loss: -0.3653875 MI_loss: 22.172598 Detection error: 0.009783267974853516 time: 11:28:24.927140
- B/E: 46 / 277 , Gen_loss: -0.35683614 MI_loss: 21.651838 Detection error: 0.009790539741516113 time: 11:28:25.807759
- B/E: 47 / 277 , Gen_loss: -0.35678187 MI_loss: 21.621948 Detection error: 0.009799480438232422 time: 11:28:26.686033
- B/E: 48 / 277 , Gen_loss: -0.3585992 MI_loss: 21.657333 Detection error: 0.009807407855987549 time: 11:28:27.569141
- B/E: 49 / 277 , Gen_loss: -0.36001047 MI_loss: 21.874891 Detection error: 0.00981813669204712 time: 11:28:28.454199
- B/E: 50 / 277 , Gen_loss: -0.35695663 MI_loss: 21.61509 Detection error: 0.009813129901885986 time: 11:28:29.337795
- B/E: 51 / 277 , Gen_loss: -0.36669955 MI_loss: 22.41061 Detection error: 0.009828746318817139 time: 11:28:30.219292
- B/E: 52 / 277 , Gen_loss: -0.3783434 MI_loss: 22.891502 Detection error: 0.009818971157073975 time: 11:28:31.104704
- B/E: 53 / 277 , Gen_loss: -0.3625146 MI_loss: 21.983175 Detection error: 0.009831011295318604 time: 11:28:31.988726
- B/E: 54 / 277 , Gen_loss: -0.36264223 MI_loss: 22.020914 Detection error: 0.00983351469039917 time: 11:28:32.869002
- B/E: 55 / 277 , Gen_loss: -0.36465278 MI_loss: 22.051678 Detection error: 0.009824216365814209 time: 11:28:33.748275
- B/E: 56 / 277 , Gen_loss: -0.36084345 MI_loss: 21.824833 Detection error: 0.009801506996154785 time: 11:28:34.629297
- B/E: 57 / 277 , Gen_loss: -0.3577464 MI_loss: 21.594524 Detection error: 0.009800136089324951 time: 11:28:35.596421
- B/E: 58 / 277 , Gen_loss: -0.36270168 MI_loss: 22.046515 Detection error: 0.009785473346710205 time: 11:28:36.482529
- B/E: 59 / 277 , Gen_loss: -0.35544914 MI_loss: 21.641684 Detection error: 0.00980675220489502 time: 11:28:37.377592
- B/E: 60 / 277 , Gen_loss: -0.3655934 MI_loss: 22.11085 Detection error: 0.009795606136322021 time: 11:28:38.156163
- B/E: 61 / 277 , Gen_loss: -0.35826656 MI_loss: 21.808712 Detection error: 0.00979989767074585 time: 11:28:39.037785
- B/E: 62 / 277 , Gen_loss: -0.3627675 MI_loss: 22.0411 Detection error: 0.009805560111999512 time: 11:28:39.921902
- B/E: 63 / 277 , Gen_loss: -0.35688025 MI_loss: 21.692738 Detection error: 0.009803235530853271 time: 11:28:40.807403
- B/E: 64 / 277 , Gen_loss: -0.36542442 MI_loss: 22.132523 Detection error: 0.009802401065826416 time: 11:28:41.698443
- B/E: 65 / 277 , Gen_loss: -0.36553583 MI_loss: 22.094868 Detection error: 0.009802103042602539 time: 11:28:42.586617
- B/E: 66 / 277 , Gen_loss: -0.37539774 MI_loss: 22.79712 Detection error: 0.009801328182220459 time: 11:28:43.468118
- B/E: 67 / 277 , Gen_loss: -0.36362043 MI_loss: 21.798983 Detection error: 0.00978308916091919 time: 11:28:44.374216
- B/E: 68 / 277 , Gen_loss: -0.36267868 MI_loss: 21.954363 Detection error: 0.00979304313659668 time: 11:28:45.263416
- B/E: 69 / 277 , Gen_loss: -0.36455944 MI_loss: 22.029045 Detection error: 0.00980222225189209 time: 11:28:46.146503
- B/E: 70 / 277 , Gen_loss: -0.35351712 MI_loss: 21.212606 Detection error: 0.009801030158996582 time: 11:28:47.054579
- B/E: 71 / 277 , Gen_loss: -0.35452342 MI_loss: 21.573322 Detection error: 0.009802520275115967 time: 11:28:47.942402
- B/E: 72 / 277 , Gen_loss: -0.36794788 MI_loss: 22.249601 Detection error: 0.009799659252166748 time: 11:28:48.827946
- B/E: 73 / 277 , Gen_loss: -0.35917568 MI_loss: 21.882385 Detection error: 0.009796857833862305 time: 11:28:49.811801
- B/E: 74 / 277 , Gen_loss: -0.35922787 MI_loss: 21.79451 Detection error: 0.009798765182495117 time: 11:28:50.703163
- B/E: 75 / 277 , Gen_loss: -0.35388753 MI_loss: 21.389666 Detection error: 0.00979316234588623 time: 11:28:51.587317
- B/E: 76 / 277 , Gen_loss: -0.35410032 MI_loss: 21.528421 Detection error: 0.00979381799697876 time: 11:28:52.478248
- B/E: 77 / 277 , Gen_loss: -0.35585818 MI_loss: 21.481918 Detection error: 0.00979083776473999 time: 11:28:53.365197
- B/E: 78 / 277 , Gen_loss: -0.3580902 MI_loss: 21.450653 Detection error: 0.009786009788513184 time: 11:28:54.248268
- B/E: 79 / 277 , Gen_loss: -0.36218178 MI_loss: 21.937344 Detection error: 0.0098000168800354 time: 11:28:55.135788
- B/E: 80 / 277 , Gen_loss: -0.3603521 MI_loss: 21.729668 Detection error: 0.009809434413909912 time: 11:28:56.025519
- B/E: 81 / 277 , Gen_loss: -0.36871168 MI_loss: 22.377863 Detection error: 0.00980144739151001 time: 11:28:56.920483
- B/E: 82 / 277 , Gen_loss: -0.36889482 MI_loss: 22.418829 Detection error: 0.009801208972930908 time: 11:28:57.805412
- B/E: 83 / 277 , Gen_loss: -0.3581436 MI_loss: 21.751276 Detection error: 0.009806156158447266 time: 11:28:58.699711
- B/E: 84 / 277 , Gen_loss: -0.36869565 MI_loss: 22.416555 Detection error: 0.009796679019927979 time: 11:28:59.589035
- B/E: 85 / 277 , Gen_loss: -0.35824654 MI_loss: 21.604332 Detection error: 0.009776532649993896 time: 11:29:00.471930
- B/E: 86 / 277 , Gen_loss: -0.36813098 MI_loss: 22.364729 Detection error: 0.009779095649719238 time: 11:29:01.365339
- B/E: 87 / 277 , Gen_loss: -0.36575294 MI_loss: 22.049814 Detection error: 0.009765982627868652 time: 11:29:02.247257
- B/E: 88 / 277 , Gen_loss: -0.37140718 MI_loss: 22.504675 Detection error: 0.009758055210113525 time: 11:29:03.133063
- B/E: 89 / 277 , Gen_loss: -0.36787957 MI_loss: 22.42671 Detection error: 0.009766995906829834 time: 11:29:04.114821
- B/E: 90 / 277 , Gen_loss: -0.37092716 MI_loss: 22.412367 Detection error: 0.009766161441802979 time: 11:29:05.001660
- B/E: 91 / 277 , Gen_loss: -0.37106967 MI_loss: 22.57249 Detection error: 0.009769678115844727 time: 11:29:05.888957
- B/E: 92 / 277 , Gen_loss: -0.3529245 MI_loss: 21.162882 Detection error: 0.009756386280059814 time: 11:29:06.776973
- B/E: 93 / 277 , Gen_loss: -0.36633462 MI_loss: 22.331133 Detection error: 0.009761631488800049 time: 11:29:07.661086
- B/E: 94 / 277 , Gen_loss: -0.35718355 MI_loss: 21.736107 Detection error: 0.00977170467376709 time: 11:29:08.547192
- B/E: 95 / 277 , Gen_loss: -0.3593684 MI_loss: 21.80092 Detection error: 0.00977635383605957 time: 11:29:09.431611
- B/E: 96 / 277 , Gen_loss: -0.35124725 MI_loss: 21.261332 Detection error: 0.009773850440979004 time: 11:29:10.312105
- B/E: 97 / 277 , Gen_loss: -0.36712885 MI_loss: 22.175955 Detection error: 0.009768187999725342 time: 11:29:11.195138
- B/E: 98 / 277 , Gen_loss: -0.35520008 MI_loss: 21.45266 Detection error: 0.009760439395904541 time: 11:29:12.081416
- B/E: 99 / 277 , Gen_loss: -0.35879394 MI_loss: 21.7629 Detection error: 0.0097581148147583 time: 11:29:12.966971
- B/E: 100 / 277 , Gen_loss: -0.36849165 MI_loss: 22.333738 Detection error: 0.009759902954101562 time: 11:29:13.855514
- B/E: 101 / 277 , Gen_loss: -0.36140412 MI_loss: 21.981256 Detection error: 0.009766221046447754 time: 11:29:14.741931
- B/E: 102 / 277 , Gen_loss: -0.35573566 MI_loss: 21.521278 Detection error: 0.009764552116394043 time: 11:29:15.626223
- B/E: 103 / 277 , Gen_loss: -0.36954436 MI_loss: 22.375034 Detection error: 0.009763538837432861 time: 11:29:16.435861
- B/E: 104 / 277 , Gen_loss: -0.37244523 MI_loss: 22.420624 Detection error: 0.009765207767486572 time: 11:29:17.210790
- B/E: 105 / 277 , Gen_loss: -0.3655877 MI_loss: 22.161654 Detection error: 0.009762108325958252 time: 11:29:18.065421
- B/E: 106 / 277 , Gen_loss: -0.3505566 MI_loss: 21.100674 Detection error: 0.00976574420928955 time: 11:29:18.839490
- B/E: 107 / 277 , Gen_loss: -0.3525458 MI_loss: 21.386185 Detection error: 0.00976705551147461 time: 11:29:19.613811
- B/E: 108 / 277 , Gen_loss: -0.3657025 MI_loss: 22.298199 Detection error: 0.009768664836883545 time: 11:29:20.425534
- B/E: 109 / 277 , Gen_loss: -0.3554392 MI_loss: 21.606915 Detection error: 0.009766221046447754 time: 11:29:21.200080
- B/E: 110 / 277 , Gen_loss: -0.3692194 MI_loss: 22.300777 Detection error: 0.009758710861206055 time: 11:29:21.974147
- B/E: 111 / 277 , Gen_loss: -0.36694118 MI_loss: 22.291557 Detection error: 0.009755849838256836 time: 11:29:22.807487
- B/E: 112 / 277 , Gen_loss: -0.3611948 MI_loss: 21.779215 Detection error: 0.009751677513122559 time: 11:29:23.705073
- B/E: 113 / 277 , Gen_loss: -0.3660704 MI_loss: 22.282425 Detection error: 0.009760677814483643 time: 11:29:24.593561
- B/E: 114 / 277 , Gen_loss: -0.3492188 MI_loss: 21.160099 Detection error: 0.009759783744812012 time: 11:29:25.474618
- B/E: 115 / 277 , Gen_loss: -0.37020406 MI_loss: 22.347275 Detection error: 0.009759187698364258 time: 11:29:26.378872
- B/E: 116 / 277 , Gen_loss: -0.3560495 MI_loss: 21.689177 Detection error: 0.009753227233886719 time: 11:29:27.262468
- B/E: 117 / 277 , Gen_loss: -0.34724933 MI_loss: 21.22372 Detection error: 0.009760081768035889 time: 11:29:28.153425
- B/E: 118 / 277 , Gen_loss: -0.35796914 MI_loss: 21.676992 Detection error: 0.00974971055984497 time: 11:29:29.041554
- B/E: 119 / 277 , Gen_loss: -0.34908766 MI_loss: 21.091146 Detection error: 0.00974583625793457 time: 11:29:29.937352
- B/E: 120 / 277 , Gen_loss: -0.3521333 MI_loss: 21.485027 Detection error: 0.009744346141815186 time: 11:29:30.825348
- B/E: 121 / 277 , Gen_loss: -0.3613748 MI_loss: 22.008526 Detection error: 0.009745419025421143 time: 11:29:31.807094
- B/E: 122 / 277 , Gen_loss: -0.35429984 MI_loss: 21.449137 Detection error: 0.009740352630615234 time: 11:29:32.693977
- B/E: 123 / 277 , Gen_loss: -0.36666054 MI_loss: 22.10518 Detection error: 0.009734094142913818 time: 11:29:33.580064
- B/E: 124 / 277 , Gen_loss: -0.36505336 MI_loss: 22.209185 Detection error: 0.009733974933624268 time: 11:29:34.466449
- B/E: 125 / 277 , Gen_loss: -0.36325 MI_loss: 21.958921 Detection error: 0.009733617305755615 time: 11:29:35.287551
- B/E: 126 / 277 , Gen_loss: -0.36425573 MI_loss: 22.34766 Detection error: 0.009744584560394287 time: 11:29:36.160061
- B/E: 127 / 277 , Gen_loss: -0.3578593 MI_loss: 21.818192 Detection error: 0.009747564792633057 time: 11:29:37.008413
- B/E: 128 / 277 , Gen_loss: -0.35487995 MI_loss: 21.588324 Detection error: 0.00975191593170166 time: 11:29:37.913756
- B/E: 129 / 277 , Gen_loss: -0.36194703 MI_loss: 22.099522 Detection error: 0.009759843349456787 time: 11:29:38.798160
- B/E: 130 / 277 , Gen_loss: -0.35815954 MI_loss: 21.63293 Detection error: 0.009763836860656738 time: 11:29:39.686071
- B/E: 131 / 277 , Gen_loss: -0.35121578 MI_loss: 21.23433 Detection error: 0.009767770767211914 time: 11:29:40.579374
- B/E: 132 / 277 , Gen_loss: -0.359332 MI_loss: 21.745152 Detection error: 0.009763836860656738 time: 11:29:41.465063
- B/E: 133 / 277 , Gen_loss: -0.36339265 MI_loss: 22.204603 Detection error: 0.009767711162567139 time: 11:29:42.348357
- B/E: 134 / 277 , Gen_loss: -0.3596695 MI_loss: 21.936771 Detection error: 0.00977545976638794 time: 11:29:43.235970
- B/E: 135 / 277 , Gen_loss: -0.35627836 MI_loss: 21.472965 Detection error: 0.009775280952453613 time: 11:29:44.122152
- B/E: 136 / 277 , Gen_loss: -0.35126874 MI_loss: 21.210173 Detection error: 0.009775757789611816 time: 11:29:45.004956
- B/E: 137 / 277 , Gen_loss: -0.36464766 MI_loss: 22.063107 Detection error: 0.00977855920791626 time: 11:29:45.976195
- B/E: 138 / 277 , Gen_loss: -0.36919004 MI_loss: 22.358517 Detection error: 0.009782135486602783 time: 11:29:46.862525
- B/E: 139 / 277 , Gen_loss: -0.36587748 MI_loss: 22.085817 Detection error: 0.009784162044525146 time: 11:29:47.664173
- B/E: 140 / 277 , Gen_loss: -0.37357008 MI_loss: 22.693565 Detection error: 0.009784340858459473 time: 11:29:48.466609
- B/E: 141 / 277 , Gen_loss: -0.36426827 MI_loss: 22.025715 Detection error: 0.009780347347259521 time: 11:29:49.248083
- B/E: 142 / 277 , Gen_loss: -0.36200142 MI_loss: 21.926464 Detection error: 0.009780347347259521 time: 11:29:50.021790
- B/E: 143 / 277 , Gen_loss: -0.36692607 MI_loss: 22.216322 Detection error: 0.009781062602996826 time: 11:29:50.804172
- B/E: 144 / 277 , Gen_loss: -0.35447752 MI_loss: 21.484465 Detection error: 0.00978708267211914 time: 11:29:51.660126
- B/E: 145 / 277 , Gen_loss: -0.35689592 MI_loss: 21.599335 Detection error: 0.009793639183044434 time: 11:29:52.490031
- B/E: 146 / 277 , Gen_loss: -0.35799035 MI_loss: 21.590258 Detection error: 0.00979083776473999 time: 11:29:53.301650
- B/E: 147 / 277 , Gen_loss: -0.36365476 MI_loss: 21.958202 Detection error: 0.009794771671295166 time: 11:29:54.081350
- B/E: 148 / 277 , Gen_loss: -0.36986938 MI_loss: 22.362625 Detection error: 0.00979238748550415 time: 11:29:54.855827
- B/E: 149 / 277 , Gen_loss: -0.36007595 MI_loss: 21.95567 Detection error: 0.009802520275115967 time: 11:29:55.633757
-
- Test Loss: 10.258833 Test Error: 0.01066666841506958
- -----
- EPOCH: 278
- B/E: 0 / 278 , Gen_loss: -0.35911325 MI_loss: 21.76753 Detection error: 0.010375022888183594 time: 11:29:57.455368
- B/E: 1 / 278 , Gen_loss: -0.34836543 MI_loss: 21.134256 Detection error: 0.010249972343444824 time: 11:30:40.251410
- B/E: 2 / 278 , Gen_loss: -0.3537676 MI_loss: 21.368036 Detection error: 0.009760439395904541 time: 11:30:41.318577
- B/E: 3 / 278 , Gen_loss: -0.36491376 MI_loss: 22.058994 Detection error: 0.009585916996002197 time: 11:30:42.223374
- B/E: 4 / 278 , Gen_loss: -0.36569154 MI_loss: 22.146917 Detection error: 0.00966876745223999 time: 11:30:43.142122
- B/E: 5 / 278 , Gen_loss: -0.3548803 MI_loss: 21.537643 Detection error: 0.009755194187164307 time: 11:30:44.063414
- B/E: 6 / 278 , Gen_loss: -0.35771415 MI_loss: 21.769907 Detection error: 0.009754478931427002 time: 11:30:44.966031
- B/E: 7 / 278 , Gen_loss: -0.36128533 MI_loss: 21.789795 Detection error: 0.009839832782745361 time: 11:30:45.864534
- B/E: 8 / 278 , Gen_loss: -0.35955575 MI_loss: 21.804688 Detection error: 0.009756922721862793 time: 11:30:46.769294
- B/E: 9 / 278 , Gen_loss: -0.36382753 MI_loss: 22.004444 Detection error: 0.009753108024597168 time: 11:30:47.671575
- B/E: 10 / 278 , Gen_loss: -0.35620478 MI_loss: 21.67586 Detection error: 0.009786903858184814 time: 11:30:48.568699
- B/E: 11 / 278 , Gen_loss: -0.36116368 MI_loss: 21.938704 Detection error: 0.009807288646697998 time: 11:30:49.469672
- B/E: 12 / 278 , Gen_loss: -0.3475946 MI_loss: 20.99904 Detection error: 0.009870171546936035 time: 11:30:50.372042
- B/E: 13 / 278 , Gen_loss: -0.36089393 MI_loss: 21.897106 Detection error: 0.009861588478088379 time: 11:30:51.270398
- B/E: 14 / 278 , Gen_loss: -0.36590987 MI_loss: 22.249058 Detection error: 0.009850025177001953 time: 11:30:52.174014
- B/E: 15 / 278 , Gen_loss: -0.3647365 MI_loss: 22.104034 Detection error: 0.009833991527557373 time: 11:30:53.071824
- B/E: 16 / 278 , Gen_loss: -0.35218942 MI_loss: 21.26522 Detection error: 0.009790420532226562 time: 11:30:53.969486
- B/E: 17 / 278 , Gen_loss: -0.3562519 MI_loss: 21.6355 Detection error: 0.009784698486328125 time: 11:30:54.866022
- B/E: 18 / 278 , Gen_loss: -0.36349896 MI_loss: 21.957571 Detection error: 0.009723663330078125 time: 11:30:55.865163
- B/E: 19 / 278 , Gen_loss: -0.3630608 MI_loss: 21.958015 Detection error: 0.009754657745361328 time: 11:30:56.764430
- B/E: 20 / 278 , Gen_loss: -0.35305825 MI_loss: 21.327019 Detection error: 0.009794652462005615 time: 11:30:57.669393
- B/E: 21 / 278 , Gen_loss: -0.35435867 MI_loss: 21.274902 Detection error: 0.009805381298065186 time: 11:30:58.575575
- B/E: 22 / 278 , Gen_loss: -0.36179397 MI_loss: 21.84919 Detection error: 0.009777188301086426 time: 11:30:59.473296
- B/E: 23 / 278 , Gen_loss: -0.35090098 MI_loss: 21.229677 Detection error: 0.009764313697814941 time: 11:31:00.378307
- B/E: 24 / 278 , Gen_loss: -0.35610926 MI_loss: 21.62702 Detection error: 0.009784996509552002 time: 11:31:01.303659
- B/E: 25 / 278 , Gen_loss: -0.3519126 MI_loss: 21.277802 Detection error: 0.009801685810089111 time: 11:31:02.197767
- B/E: 26 / 278 , Gen_loss: -0.3597407 MI_loss: 21.637812 Detection error: 0.009829878807067871 time: 11:31:03.018871
- B/E: 27 / 278 , Gen_loss: -0.35946968 MI_loss: 21.903929 Detection error: 0.009858250617980957 time: 11:31:03.809238
- B/E: 28 / 278 , Gen_loss: -0.36199522 MI_loss: 22.050337 Detection error: 0.009872853755950928 time: 11:31:04.603696
- B/E: 29 / 278 , Gen_loss: -0.37142956 MI_loss: 22.617619 Detection error: 0.009870827198028564 time: 11:31:05.424965
- B/E: 30 / 278 , Gen_loss: -0.3582928 MI_loss: 21.776651 Detection error: 0.009853839874267578 time: 11:31:06.277235
- B/E: 31 / 278 , Gen_loss: -0.3622986 MI_loss: 21.714312 Detection error: 0.009837865829467773 time: 11:31:07.248528
- B/E: 32 / 278 , Gen_loss: -0.36587068 MI_loss: 22.347664 Detection error: 0.009836196899414062 time: 11:31:08.076814
- B/E: 33 / 278 , Gen_loss: -0.35753074 MI_loss: 21.72869 Detection error: 0.009819865226745605 time: 11:31:08.892999
- B/E: 34 / 278 , Gen_loss: -0.3523987 MI_loss: 21.397343 Detection error: 0.009814262390136719 time: 11:31:09.676830
- B/E: 35 / 278 , Gen_loss: -0.36050826 MI_loss: 21.73655 Detection error: 0.009805560111999512 time: 11:31:10.542330
- B/E: 36 / 278 , Gen_loss: -0.35844734 MI_loss: 21.625834 Detection error: 0.009811639785766602 time: 11:31:11.338562
- B/E: 37 / 278 , Gen_loss: -0.36470896 MI_loss: 21.995918 Detection error: 0.00979524850845337 time: 11:31:12.156849
- B/E: 38 / 278 , Gen_loss: -0.3526471 MI_loss: 21.42566 Detection error: 0.009805262088775635 time: 11:31:13.022046
- B/E: 39 / 278 , Gen_loss: -0.37503186 MI_loss: 22.661482 Detection error: 0.00980156660079956 time: 11:31:13.904474
- B/E: 40 / 278 , Gen_loss: -0.36614582 MI_loss: 22.111488 Detection error: 0.009795725345611572 time: 11:31:14.800320
- B/E: 41 / 278 , Gen_loss: -0.35597867 MI_loss: 21.666739 Detection error: 0.009807288646697998 time: 11:31:15.687810
- B/E: 42 / 278 , Gen_loss: -0.3579467 MI_loss: 21.751257 Detection error: 0.00978630781173706 time: 11:31:16.585101
- B/E: 43 / 278 , Gen_loss: -0.35900924 MI_loss: 21.844105 Detection error: 0.009796142578125 time: 11:31:17.479401
- B/E: 44 / 278 , Gen_loss: -0.36668026 MI_loss: 22.24414 Detection error: 0.009793758392333984 time: 11:31:18.367149
- B/E: 45 / 278 , Gen_loss: -0.3592118 MI_loss: 21.737331 Detection error: 0.009807050228118896 time: 11:31:19.264142
- B/E: 46 / 278 , Gen_loss: -0.35092354 MI_loss: 21.267467 Detection error: 0.009817183017730713 time: 11:31:20.149202
- B/E: 47 / 278 , Gen_loss: -0.3606713 MI_loss: 21.776312 Detection error: 0.009824216365814209 time: 11:31:20.973233
- B/E: 48 / 278 , Gen_loss: -0.35354736 MI_loss: 21.401651 Detection error: 0.009833574295043945 time: 11:31:21.853237
- B/E: 49 / 278 , Gen_loss: -0.35935998 MI_loss: 21.842707 Detection error: 0.009840011596679688 time: 11:31:22.731352
- B/E: 50 / 278 , Gen_loss: -0.35857606 MI_loss: 21.833136 Detection error: 0.009842514991760254 time: 11:31:23.614226
- B/E: 51 / 278 , Gen_loss: -0.3613511 MI_loss: 21.977478 Detection error: 0.009843170642852783 time: 11:31:24.501490
- B/E: 52 / 278 , Gen_loss: -0.37963387 MI_loss: 22.94925 Detection error: 0.009843766689300537 time: 11:31:25.380794
- B/E: 53 / 278 , Gen_loss: -0.36801228 MI_loss: 22.337307 Detection error: 0.009854733943939209 time: 11:31:26.262981
- B/E: 54 / 278 , Gen_loss: -0.37106574 MI_loss: 22.505688 Detection error: 0.00984656810760498 time: 11:31:27.159636
- B/E: 55 / 278 , Gen_loss: -0.36066353 MI_loss: 21.701761 Detection error: 0.00983428955078125 time: 11:31:28.000201
- B/E: 56 / 278 , Gen_loss: -0.3568826 MI_loss: 21.770716 Detection error: 0.009819626808166504 time: 11:31:28.788728
- B/E: 57 / 278 , Gen_loss: -0.36141846 MI_loss: 21.955929 Detection error: 0.009818971157073975 time: 11:31:29.592931
- B/E: 58 / 278 , Gen_loss: -0.36142772 MI_loss: 21.90116 Detection error: 0.009808778762817383 time: 11:31:30.394630
- B/E: 59 / 278 , Gen_loss: -0.3529752 MI_loss: 21.404697 Detection error: 0.00981980562210083 time: 11:31:31.199472
- B/E: 60 / 278 , Gen_loss: -0.3674265 MI_loss: 22.303005 Detection error: 0.009816110134124756 time: 11:31:32.004646
- B/E: 61 / 278 , Gen_loss: -0.34982318 MI_loss: 21.19929 Detection error: 0.009817063808441162 time: 11:31:32.814325
- B/E: 62 / 278 , Gen_loss: -0.36051068 MI_loss: 21.751957 Detection error: 0.009821414947509766 time: 11:31:33.601098
- B/E: 63 / 278 , Gen_loss: -0.35911447 MI_loss: 21.681122 Detection error: 0.009818851947784424 time: 11:31:34.513135
- B/E: 64 / 278 , Gen_loss: -0.36091754 MI_loss: 21.861052 Detection error: 0.009813487529754639 time: 11:31:35.309605
- B/E: 65 / 278 , Gen_loss: -0.35490412 MI_loss: 21.440893 Detection error: 0.00981438159942627 time: 11:31:36.154697
- B/E: 66 / 278 , Gen_loss: -0.36686555 MI_loss: 22.136242 Detection error: 0.009803175926208496 time: 11:31:37.046106
- B/E: 67 / 278 , Gen_loss: -0.36856312 MI_loss: 22.274357 Detection error: 0.009799182415008545 time: 11:31:37.870810
- B/E: 68 / 278 , Gen_loss: -0.359852 MI_loss: 21.764595 Detection error: 0.009807050228118896 time: 11:31:38.750700
- B/E: 69 / 278 , Gen_loss: -0.35031974 MI_loss: 21.268555 Detection error: 0.00981205701828003 time: 11:31:39.640163
- B/E: 70 / 278 , Gen_loss: -0.37012887 MI_loss: 22.519913 Detection error: 0.009804606437683105 time: 11:31:40.539863
- B/E: 71 / 278 , Gen_loss: -0.36026248 MI_loss: 21.898478 Detection error: 0.009811222553253174 time: 11:31:41.437399
- B/E: 72 / 278 , Gen_loss: -0.3619674 MI_loss: 21.993473 Detection error: 0.009806513786315918 time: 11:31:42.337069
- B/E: 73 / 278 , Gen_loss: -0.36964288 MI_loss: 22.333567 Detection error: 0.00980532169342041 time: 11:31:43.165598
- B/E: 74 / 278 , Gen_loss: -0.35548285 MI_loss: 21.539925 Detection error: 0.009806692600250244 time: 11:31:43.985948
- B/E: 75 / 278 , Gen_loss: -0.34849465 MI_loss: 21.155935 Detection error: 0.009798109531402588 time: 11:31:44.918550
- B/E: 76 / 278 , Gen_loss: -0.35614806 MI_loss: 21.504162 Detection error: 0.009802758693695068 time: 11:31:45.848089
- B/E: 77 / 278 , Gen_loss: -0.3586826 MI_loss: 21.629208 Detection error: 0.00979769229888916 time: 11:31:46.678461
- B/E: 78 / 278 , Gen_loss: -0.35511097 MI_loss: 21.562508 Detection error: 0.00979548692703247 time: 11:31:47.585212
- B/E: 79 / 278 , Gen_loss: -0.3590322 MI_loss: 21.574516 Detection error: 0.009801924228668213 time: 11:31:48.571226
- B/E: 80 / 278 , Gen_loss: -0.3659777 MI_loss: 22.239532 Detection error: 0.009812474250793457 time: 11:31:49.472371
- B/E: 81 / 278 , Gen_loss: -0.3655584 MI_loss: 22.211702 Detection error: 0.009803354740142822 time: 11:31:50.370082
- B/E: 82 / 278 , Gen_loss: -0.3640274 MI_loss: 22.048216 Detection error: 0.009803473949432373 time: 11:31:51.253495
- B/E: 83 / 278 , Gen_loss: -0.3609301 MI_loss: 21.869566 Detection error: 0.009802460670471191 time: 11:31:52.135026
- B/E: 84 / 278 , Gen_loss: -0.35689262 MI_loss: 21.679695 Detection error: 0.00980144739151001 time: 11:31:53.021193
- B/E: 85 / 278 , Gen_loss: -0.35979274 MI_loss: 21.621344 Detection error: 0.009780168533325195 time: 11:31:53.907142
- B/E: 86 / 278 , Gen_loss: -0.34962365 MI_loss: 21.125544 Detection error: 0.00977623462677002 time: 11:31:54.791764
- B/E: 87 / 278 , Gen_loss: -0.36578903 MI_loss: 22.20345 Detection error: 0.009763121604919434 time: 11:31:55.675980
- B/E: 88 / 278 , Gen_loss: -0.35409087 MI_loss: 21.538656 Detection error: 0.009756326675415039 time: 11:31:56.564931
- B/E: 89 / 278 , Gen_loss: -0.34825605 MI_loss: 21.1615 Detection error: 0.009764611721038818 time: 11:31:57.449071
- B/E: 90 / 278 , Gen_loss: -0.3638428 MI_loss: 22.06638 Detection error: 0.00976783037185669 time: 11:31:58.326390
- B/E: 91 / 278 , Gen_loss: -0.35114378 MI_loss: 21.239231 Detection error: 0.009770691394805908 time: 11:31:59.236537
- B/E: 92 / 278 , Gen_loss: -0.34904072 MI_loss: 21.139296 Detection error: 0.00976109504699707 time: 11:32:00.119933
- B/E: 93 / 278 , Gen_loss: -0.3530834 MI_loss: 21.401999 Detection error: 0.00975733995437622 time: 11:32:01.003403
- B/E: 94 / 278 , Gen_loss: -0.36298862 MI_loss: 22.236893 Detection error: 0.009765803813934326 time: 11:32:01.855079
- B/E: 95 / 278 , Gen_loss: -0.35972163 MI_loss: 21.906485 Detection error: 0.00977247953414917 time: 11:32:02.794545
- B/E: 96 / 278 , Gen_loss: -0.35196552 MI_loss: 21.33456 Detection error: 0.009768366813659668 time: 11:32:03.692079
- B/E: 97 / 278 , Gen_loss: -0.36772448 MI_loss: 22.32205 Detection error: 0.009764671325683594 time: 11:32:04.575627
- B/E: 98 / 278 , Gen_loss: -0.3601516 MI_loss: 21.724697 Detection error: 0.009753167629241943 time: 11:32:05.460706
- B/E: 99 / 278 , Gen_loss: -0.3555311 MI_loss: 21.536352 Detection error: 0.009752511978149414 time: 11:32:06.349759
- B/E: 100 / 278 , Gen_loss: -0.3626223 MI_loss: 21.98579 Detection error: 0.009756803512573242 time: 11:32:07.236354
- B/E: 101 / 278 , Gen_loss: -0.35423794 MI_loss: 21.376932 Detection error: 0.009758591651916504 time: 11:32:08.123998
- B/E: 102 / 278 , Gen_loss: -0.36005008 MI_loss: 21.996103 Detection error: 0.009760618209838867 time: 11:32:08.928797
- B/E: 103 / 278 , Gen_loss: -0.36375675 MI_loss: 21.955194 Detection error: 0.00976020097732544 time: 11:32:09.703969
- B/E: 104 / 278 , Gen_loss: -0.36383685 MI_loss: 22.162117 Detection error: 0.009764313697814941 time: 11:32:10.478990
- B/E: 105 / 278 , Gen_loss: -0.3609932 MI_loss: 21.950449 Detection error: 0.009757637977600098 time: 11:32:11.293335
- B/E: 106 / 278 , Gen_loss: -0.36070365 MI_loss: 21.903517 Detection error: 0.009763121604919434 time: 11:32:12.177116
- B/E: 107 / 278 , Gen_loss: -0.3630015 MI_loss: 22.047468 Detection error: 0.009765326976776123 time: 11:32:13.058443
- B/E: 108 / 278 , Gen_loss: -0.36776412 MI_loss: 22.383917 Detection error: 0.009769797325134277 time: 11:32:13.941675
- B/E: 109 / 278 , Gen_loss: -0.36226222 MI_loss: 21.887321 Detection error: 0.009763062000274658 time: 11:32:14.825731
- B/E: 110 / 278 , Gen_loss: -0.3579569 MI_loss: 21.625294 Detection error: 0.009753644466400146 time: 11:32:15.705671
- B/E: 111 / 278 , Gen_loss: -0.3652348 MI_loss: 22.105516 Detection error: 0.009755551815032959 time: 11:32:16.677537
- B/E: 112 / 278 , Gen_loss: -0.36189273 MI_loss: 21.847488 Detection error: 0.009753048419952393 time: 11:32:17.560492
- B/E: 113 / 278 , Gen_loss: -0.36235106 MI_loss: 22.03842 Detection error: 0.00975656509399414 time: 11:32:18.444501
- B/E: 114 / 278 , Gen_loss: -0.36659154 MI_loss: 22.197247 Detection error: 0.009756505489349365 time: 11:32:19.331201
- B/E: 115 / 278 , Gen_loss: -0.35364878 MI_loss: 21.409199 Detection error: 0.009754300117492676 time: 11:32:20.211570
- B/E: 116 / 278 , Gen_loss: -0.36161882 MI_loss: 21.895748 Detection error: 0.00975269079208374 time: 11:32:21.092694
- B/E: 117 / 278 , Gen_loss: -0.34793678 MI_loss: 21.051308 Detection error: 0.009754002094268799 time: 11:32:21.980557
- B/E: 118 / 278 , Gen_loss: -0.35801166 MI_loss: 21.526096 Detection error: 0.009747922420501709 time: 11:32:22.865076
- B/E: 119 / 278 , Gen_loss: -0.3590831 MI_loss: 21.81335 Detection error: 0.00974506139755249 time: 11:32:23.751238
- B/E: 120 / 278 , Gen_loss: -0.3615043 MI_loss: 21.873077 Detection error: 0.009740471839904785 time: 11:32:24.638318
- B/E: 121 / 278 , Gen_loss: -0.35517386 MI_loss: 21.504196 Detection error: 0.009746134281158447 time: 11:32:25.522008
- B/E: 122 / 278 , Gen_loss: -0.36336386 MI_loss: 21.858881 Detection error: 0.009739577770233154 time: 11:32:26.405208
- B/E: 123 / 278 , Gen_loss: -0.3652922 MI_loss: 22.107344 Detection error: 0.009732365608215332 time: 11:32:27.290425
- B/E: 124 / 278 , Gen_loss: -0.3540008 MI_loss: 21.486092 Detection error: 0.00973576307296753 time: 11:32:28.177389
- B/E: 125 / 278 , Gen_loss: -0.3632746 MI_loss: 21.924215 Detection error: 0.009733617305755615 time: 11:32:28.980561
- B/E: 126 / 278 , Gen_loss: -0.35857472 MI_loss: 21.8696 Detection error: 0.009743094444274902 time: 11:32:29.812199
- B/E: 127 / 278 , Gen_loss: -0.35583735 MI_loss: 21.442608 Detection error: 0.00974118709564209 time: 11:32:30.764433
- B/E: 128 / 278 , Gen_loss: -0.36711878 MI_loss: 22.389807 Detection error: 0.00974804162979126 time: 11:32:31.646803
- B/E: 129 / 278 , Gen_loss: -0.3685662 MI_loss: 22.544836 Detection error: 0.009754300117492676 time: 11:32:32.530954
- B/E: 130 / 278 , Gen_loss: -0.3611721 MI_loss: 21.820993 Detection error: 0.009759306907653809 time: 11:32:33.417474
- B/E: 131 / 278 , Gen_loss: -0.36633158 MI_loss: 22.076984 Detection error: 0.009766578674316406 time: 11:32:34.323506
- B/E: 132 / 278 , Gen_loss: -0.3618025 MI_loss: 21.91811 Detection error: 0.009761512279510498 time: 11:32:35.201997
- B/E: 133 / 278 , Gen_loss: -0.3708022 MI_loss: 22.580269 Detection error: 0.009767234325408936 time: 11:32:36.088694
- B/E: 134 / 278 , Gen_loss: -0.36060485 MI_loss: 21.990555 Detection error: 0.009771525859832764 time: 11:32:36.971324
- B/E: 135 / 278 , Gen_loss: -0.35654584 MI_loss: 21.455248 Detection error: 0.009769737720489502 time: 11:32:37.853151
- B/E: 136 / 278 , Gen_loss: -0.35973606 MI_loss: 21.760218 Detection error: 0.009772837162017822 time: 11:32:38.767231
- B/E: 137 / 278 , Gen_loss: -0.36456373 MI_loss: 22.01009 Detection error: 0.00977557897567749 time: 11:32:39.649698
- B/E: 138 / 278 , Gen_loss: -0.3589711 MI_loss: 21.812246 Detection error: 0.009780824184417725 time: 11:32:40.533522
- B/E: 139 / 278 , Gen_loss: -0.36307847 MI_loss: 21.996693 Detection error: 0.009783506393432617 time: 11:32:41.441758
- B/E: 140 / 278 , Gen_loss: -0.34973368 MI_loss: 21.06216 Detection error: 0.00978100299835205 time: 11:32:42.330628
- B/E: 141 / 278 , Gen_loss: -0.36069384 MI_loss: 21.766571 Detection error: 0.009778857231140137 time: 11:32:43.222416
- B/E: 142 / 278 , Gen_loss: -0.36086187 MI_loss: 21.87263 Detection error: 0.009777963161468506 time: 11:32:44.071794
- B/E: 143 / 278 , Gen_loss: -0.36821848 MI_loss: 22.212002 Detection error: 0.009776473045349121 time: 11:32:44.939706
- B/E: 144 / 278 , Gen_loss: -0.36546877 MI_loss: 22.213356 Detection error: 0.009786009788513184 time: 11:32:45.820602
- B/E: 145 / 278 , Gen_loss: -0.35400927 MI_loss: 21.369204 Detection error: 0.009790241718292236 time: 11:32:46.709510
- B/E: 146 / 278 , Gen_loss: -0.3625994 MI_loss: 21.924786 Detection error: 0.009791254997253418 time: 11:32:47.593760
- B/E: 147 / 278 , Gen_loss: -0.36218214 MI_loss: 21.75829 Detection error: 0.009793281555175781 time: 11:32:48.494977
- B/E: 148 / 278 , Gen_loss: -0.3652994 MI_loss: 22.04882 Detection error: 0.009793221950531006 time: 11:32:49.344668
- B/E: 149 / 278 , Gen_loss: -0.36586475 MI_loss: 22.186178 Detection error: 0.009800195693969727 time: 11:32:50.128544
-
- Test Loss: 10.2559 Test Error: 0.01064997911453247
- -----
- EPOCH: 279
- B/E: 0 / 279 , Gen_loss: -0.36208928 MI_loss: 21.82865 Detection error: 0.01006251573562622 time: 11:32:51.952394
- B/E: 1 / 279 , Gen_loss: -0.35475412 MI_loss: 21.529772 Detection error: 0.01006251573562622 time: 11:33:34.582621
- B/E: 2 / 279 , Gen_loss: -0.35702422 MI_loss: 21.637917 Detection error: 0.009895861148834229 time: 11:33:35.491247
- B/E: 3 / 279 , Gen_loss: -0.3638527 MI_loss: 22.074219 Detection error: 0.00967186689376831 time: 11:33:36.360730
- B/E: 4 / 279 , Gen_loss: -0.35684672 MI_loss: 21.698143 Detection error: 0.00966876745223999 time: 11:33:37.240863
- B/E: 5 / 279 , Gen_loss: -0.3618487 MI_loss: 22.154104 Detection error: 0.009739577770233154 time: 11:33:38.265490
- B/E: 6 / 279 , Gen_loss: -0.34934276 MI_loss: 21.196095 Detection error: 0.009736597537994385 time: 11:33:39.133800
- B/E: 7 / 279 , Gen_loss: -0.35371333 MI_loss: 21.537628 Detection error: 0.009882807731628418 time: 11:33:40.030097
- B/E: 8 / 279 , Gen_loss: -0.35817602 MI_loss: 21.792303 Detection error: 0.00975346565246582 time: 11:33:40.964713
- B/E: 9 / 279 , Gen_loss: -0.3561329 MI_loss: 21.725163 Detection error: 0.009706258773803711 time: 11:33:41.879783
- B/E: 10 / 279 , Gen_loss: -0.36412528 MI_loss: 22.140104 Detection error: 0.009718775749206543 time: 11:33:42.726616
- B/E: 11 / 279 , Gen_loss: -0.35322884 MI_loss: 21.328093 Detection error: 0.009755194187164307 time: 11:33:43.512491
- B/E: 12 / 279 , Gen_loss: -0.35702673 MI_loss: 21.72407 Detection error: 0.009831726551055908 time: 11:33:44.347888
- B/E: 13 / 279 , Gen_loss: -0.3623868 MI_loss: 22.011957 Detection error: 0.009843766689300537 time: 11:33:45.134015
- B/E: 14 / 279 , Gen_loss: -0.368443 MI_loss: 22.24356 Detection error: 0.009797930717468262 time: 11:33:45.932296
- B/E: 15 / 279 , Gen_loss: -0.3616461 MI_loss: 22.017345 Detection error: 0.009796857833862305 time: 11:33:46.743055
- B/E: 16 / 279 , Gen_loss: -0.35814708 MI_loss: 21.688421 Detection error: 0.009810686111450195 time: 11:33:47.616013
- B/E: 17 / 279 , Gen_loss: -0.3615621 MI_loss: 21.910053 Detection error: 0.00977778434753418 time: 11:33:48.520404
- B/E: 18 / 279 , Gen_loss: -0.35499525 MI_loss: 21.538591 Detection error: 0.009731888771057129 time: 11:33:49.416045
- B/E: 19 / 279 , Gen_loss: -0.35666946 MI_loss: 21.727148 Detection error: 0.0097312331199646 time: 11:33:50.251760
- B/E: 20 / 279 , Gen_loss: -0.355904 MI_loss: 21.652151 Detection error: 0.009764909744262695 time: 11:33:51.220915
- B/E: 21 / 279 , Gen_loss: -0.36006483 MI_loss: 21.819508 Detection error: 0.009784102439880371 time: 11:33:52.048099
- B/E: 22 / 279 , Gen_loss: -0.37080905 MI_loss: 22.367386 Detection error: 0.009769022464752197 time: 11:33:52.948259
- B/E: 23 / 279 , Gen_loss: -0.3623282 MI_loss: 21.913662 Detection error: 0.009756505489349365 time: 11:33:53.849496
- B/E: 24 / 279 , Gen_loss: -0.35809994 MI_loss: 21.608046 Detection error: 0.009760022163391113 time: 11:33:54.672074
- B/E: 25 / 279 , Gen_loss: -0.35446155 MI_loss: 21.47495 Detection error: 0.009788453578948975 time: 11:33:55.469594
- B/E: 26 / 279 , Gen_loss: -0.35352507 MI_loss: 21.550394 Detection error: 0.009832203388214111 time: 11:33:56.379325
- B/E: 27 / 279 , Gen_loss: -0.3580674 MI_loss: 21.757898 Detection error: 0.009837031364440918 time: 11:33:57.280455
- B/E: 28 / 279 , Gen_loss: -0.36422804 MI_loss: 22.160564 Detection error: 0.009827613830566406 time: 11:33:58.177627
- B/E: 29 / 279 , Gen_loss: -0.35785416 MI_loss: 21.793207 Detection error: 0.009841680526733398 time: 11:33:59.080579
- B/E: 30 / 279 , Gen_loss: -0.35356423 MI_loss: 21.503653 Detection error: 0.009826600551605225 time: 11:33:59.987391
- B/E: 31 / 279 , Gen_loss: -0.36600748 MI_loss: 22.121931 Detection error: 0.009795904159545898 time: 11:34:00.888193
- B/E: 32 / 279 , Gen_loss: -0.35789752 MI_loss: 21.714886 Detection error: 0.009802103042602539 time: 11:34:01.785479
- B/E: 33 / 279 , Gen_loss: -0.34844556 MI_loss: 21.017797 Detection error: 0.00978398323059082 time: 11:34:02.689659
- B/E: 34 / 279 , Gen_loss: -0.35542682 MI_loss: 21.501358 Detection error: 0.009783923625946045 time: 11:34:03.591227
- B/E: 35 / 279 , Gen_loss: -0.3608844 MI_loss: 21.854733 Detection error: 0.00976473093032837 time: 11:34:04.489113
- B/E: 36 / 279 , Gen_loss: -0.36913416 MI_loss: 22.311543 Detection error: 0.009783804416656494 time: 11:34:05.502754
- B/E: 37 / 279 , Gen_loss: -0.36394826 MI_loss: 22.100264 Detection error: 0.009779632091522217 time: 11:34:06.401659
- B/E: 38 / 279 , Gen_loss: -0.35559803 MI_loss: 21.457064 Detection error: 0.009800493717193604 time: 11:34:07.219266
- B/E: 39 / 279 , Gen_loss: -0.36066782 MI_loss: 21.748825 Detection error: 0.009780466556549072 time: 11:34:08.006899
- B/E: 40 / 279 , Gen_loss: -0.3548321 MI_loss: 21.611694 Detection error: 0.009772121906280518 time: 11:34:08.911313
- B/E: 41 / 279 , Gen_loss: -0.35856348 MI_loss: 21.781593 Detection error: 0.009774565696716309 time: 11:34:09.748875
- B/E: 42 / 279 , Gen_loss: -0.36930814 MI_loss: 22.320904 Detection error: 0.00977545976638794 time: 11:34:10.602076
- B/E: 43 / 279 , Gen_loss: -0.3523715 MI_loss: 21.23956 Detection error: 0.009770572185516357 time: 11:34:11.481542
- B/E: 44 / 279 , Gen_loss: -0.3592589 MI_loss: 21.767515 Detection error: 0.009786784648895264 time: 11:34:12.378493
- B/E: 45 / 279 , Gen_loss: -0.3647087 MI_loss: 21.987652 Detection error: 0.00978463888168335 time: 11:34:13.248083
- B/E: 46 / 279 , Gen_loss: -0.366721 MI_loss: 22.204891 Detection error: 0.009805858135223389 time: 11:34:14.050979
- B/E: 47 / 279 , Gen_loss: -0.36486527 MI_loss: 21.894783 Detection error: 0.00980079174041748 time: 11:34:14.837036
- B/E: 48 / 279 , Gen_loss: -0.3611831 MI_loss: 22.063278 Detection error: 0.009813785552978516 time: 11:34:15.613997
- B/E: 49 / 279 , Gen_loss: -0.36290738 MI_loss: 22.036585 Detection error: 0.00982123613357544 time: 11:34:16.405660
- B/E: 50 / 279 , Gen_loss: -0.35086483 MI_loss: 21.490091 Detection error: 0.009828448295593262 time: 11:34:17.187384
- B/E: 51 / 279 , Gen_loss: -0.35963035 MI_loss: 21.810726 Detection error: 0.009829342365264893 time: 11:34:18.082456
- B/E: 52 / 279 , Gen_loss: -0.36681467 MI_loss: 22.271458 Detection error: 0.009827256202697754 time: 11:34:19.047445
- B/E: 53 / 279 , Gen_loss: -0.37377635 MI_loss: 22.651525 Detection error: 0.009836256504058838 time: 11:34:19.930775
- B/E: 54 / 279 , Gen_loss: -0.3545413 MI_loss: 21.497963 Detection error: 0.009845435619354248 time: 11:34:20.847721
- B/E: 55 / 279 , Gen_loss: -0.36568713 MI_loss: 22.217037 Detection error: 0.009823083877563477 time: 11:34:21.745114
- B/E: 56 / 279 , Gen_loss: -0.36446172 MI_loss: 22.141563 Detection error: 0.009806990623474121 time: 11:34:22.647401
- B/E: 57 / 279 , Gen_loss: -0.35435596 MI_loss: 21.538633 Detection error: 0.00980764627456665 time: 11:34:23.561479
- B/E: 58 / 279 , Gen_loss: -0.36495838 MI_loss: 22.100574 Detection error: 0.009790778160095215 time: 11:34:24.409058
- B/E: 59 / 279 , Gen_loss: -0.3586574 MI_loss: 21.742369 Detection error: 0.009807288646697998 time: 11:34:25.211740
- B/E: 60 / 279 , Gen_loss: -0.3623902 MI_loss: 21.96107 Detection error: 0.009798169136047363 time: 11:34:25.994922
- B/E: 61 / 279 , Gen_loss: -0.34606022 MI_loss: 21.07619 Detection error: 0.00980442762374878 time: 11:34:26.884703
- B/E: 62 / 279 , Gen_loss: -0.35153183 MI_loss: 21.282652 Detection error: 0.00981152057647705 time: 11:34:27.788296
- B/E: 63 / 279 , Gen_loss: -0.35563502 MI_loss: 21.520191 Detection error: 0.00980764627456665 time: 11:34:28.688968
- B/E: 64 / 279 , Gen_loss: -0.35610718 MI_loss: 21.790216 Detection error: 0.00980287790298462 time: 11:34:29.589892
- B/E: 65 / 279 , Gen_loss: -0.35423595 MI_loss: 21.521473 Detection error: 0.00979924201965332 time: 11:34:30.499566
- B/E: 66 / 279 , Gen_loss: -0.36909652 MI_loss: 22.20998 Detection error: 0.009792923927307129 time: 11:34:31.405500
- B/E: 67 / 279 , Gen_loss: -0.3724418 MI_loss: 22.508757 Detection error: 0.009791374206542969 time: 11:34:32.322002
- B/E: 68 / 279 , Gen_loss: -0.36062056 MI_loss: 21.794743 Detection error: 0.009793460369110107 time: 11:34:33.326213
- B/E: 69 / 279 , Gen_loss: -0.35952997 MI_loss: 21.757372 Detection error: 0.009804904460906982 time: 11:34:34.226688
- B/E: 70 / 279 , Gen_loss: -0.35546377 MI_loss: 21.564327 Detection error: 0.009799718856811523 time: 11:34:35.145771
- B/E: 71 / 279 , Gen_loss: -0.35668826 MI_loss: 21.776783 Detection error: 0.009802103042602539 time: 11:34:36.043126
- B/E: 72 / 279 , Gen_loss: -0.3588856 MI_loss: 21.7461 Detection error: 0.009804785251617432 time: 11:34:36.912024
- B/E: 73 / 279 , Gen_loss: -0.35548672 MI_loss: 21.567589 Detection error: 0.009801506996154785 time: 11:34:37.768172
- B/E: 74 / 279 , Gen_loss: -0.37340313 MI_loss: 22.531406 Detection error: 0.009795010089874268 time: 11:34:38.557602
- B/E: 75 / 279 , Gen_loss: -0.3533885 MI_loss: 21.5891 Detection error: 0.009796857833862305 time: 11:34:39.385901
- B/E: 76 / 279 , Gen_loss: -0.35812175 MI_loss: 21.599924 Detection error: 0.009800314903259277 time: 11:34:40.276699
- B/E: 77 / 279 , Gen_loss: -0.3605853 MI_loss: 21.820194 Detection error: 0.00979524850845337 time: 11:34:41.174915
- B/E: 78 / 279 , Gen_loss: -0.35319576 MI_loss: 21.162754 Detection error: 0.00978916883468628 time: 11:34:42.073151
- B/E: 79 / 279 , Gen_loss: -0.35794204 MI_loss: 21.749645 Detection error: 0.009796857833862305 time: 11:34:42.967912
- B/E: 80 / 279 , Gen_loss: -0.36533156 MI_loss: 22.01629 Detection error: 0.009808659553527832 time: 11:34:43.868243
- B/E: 81 / 279 , Gen_loss: -0.36355376 MI_loss: 22.006294 Detection error: 0.009798765182495117 time: 11:34:44.765425
- B/E: 82 / 279 , Gen_loss: -0.36756504 MI_loss: 22.256367 Detection error: 0.009797453880310059 time: 11:34:45.663262
- B/E: 83 / 279 , Gen_loss: -0.36587763 MI_loss: 22.183743 Detection error: 0.009794652462005615 time: 11:34:46.563571
- B/E: 84 / 279 , Gen_loss: -0.36042354 MI_loss: 21.940104 Detection error: 0.009797811508178711 time: 11:34:47.561185
- B/E: 85 / 279 , Gen_loss: -0.36409476 MI_loss: 21.956894 Detection error: 0.00977545976638794 time: 11:34:48.463040
- B/E: 86 / 279 , Gen_loss: -0.36621466 MI_loss: 22.125399 Detection error: 0.009775876998901367 time: 11:34:49.371156
- B/E: 87 / 279 , Gen_loss: -0.35966954 MI_loss: 21.742128 Detection error: 0.009762048721313477 time: 11:34:50.271819
- B/E: 88 / 279 , Gen_loss: -0.35675696 MI_loss: 21.579052 Detection error: 0.009755969047546387 time: 11:34:51.173134
- B/E: 89 / 279 , Gen_loss: -0.36618054 MI_loss: 22.215216 Detection error: 0.009763538837432861 time: 11:34:52.074921
- B/E: 90 / 279 , Gen_loss: -0.37000424 MI_loss: 22.43211 Detection error: 0.0097578763961792 time: 11:34:52.975431
- B/E: 91 / 279 , Gen_loss: -0.35814145 MI_loss: 21.85771 Detection error: 0.00976496934890747 time: 11:34:53.869850
- B/E: 92 / 279 , Gen_loss: -0.3526716 MI_loss: 21.310621 Detection error: 0.009758710861206055 time: 11:34:54.761519
- B/E: 93 / 279 , Gen_loss: -0.35794225 MI_loss: 21.686167 Detection error: 0.009754657745361328 time: 11:34:55.658619
- B/E: 94 / 279 , Gen_loss: -0.36008903 MI_loss: 21.994421 Detection error: 0.00976938009262085 time: 11:34:56.545476
- B/E: 95 / 279 , Gen_loss: -0.3612554 MI_loss: 21.882235 Detection error: 0.009772121906280518 time: 11:34:57.445269
- B/E: 96 / 279 , Gen_loss: -0.3530101 MI_loss: 21.235905 Detection error: 0.009771585464477539 time: 11:34:58.344747
- B/E: 97 / 279 , Gen_loss: -0.37173927 MI_loss: 22.563934 Detection error: 0.009769797325134277 time: 11:34:59.242152
- B/E: 98 / 279 , Gen_loss: -0.35463306 MI_loss: 21.381937 Detection error: 0.009761035442352295 time: 11:35:00.140523
- B/E: 99 / 279 , Gen_loss: -0.3603385 MI_loss: 21.886219 Detection error: 0.009755909442901611 time: 11:35:01.038149
- B/E: 100 / 279 , Gen_loss: -0.36415026 MI_loss: 22.17622 Detection error: 0.009756803512573242 time: 11:35:02.026016
- B/E: 101 / 279 , Gen_loss: -0.36503834 MI_loss: 22.127588 Detection error: 0.00976473093032837 time: 11:35:02.926556
- B/E: 102 / 279 , Gen_loss: -0.35988182 MI_loss: 21.751495 Detection error: 0.009763658046722412 time: 11:35:03.823471
- B/E: 103 / 279 , Gen_loss: -0.36266863 MI_loss: 21.869312 Detection error: 0.009762048721313477 time: 11:35:04.711930
- B/E: 104 / 279 , Gen_loss: -0.3718664 MI_loss: 22.506783 Detection error: 0.009766042232513428 time: 11:35:05.578142
- B/E: 105 / 279 , Gen_loss: -0.3572471 MI_loss: 21.607105 Detection error: 0.009762108325958252 time: 11:35:06.490307
- B/E: 106 / 279 , Gen_loss: -0.36802125 MI_loss: 22.307667 Detection error: 0.009763121604919434 time: 11:35:07.386072
- B/E: 107 / 279 , Gen_loss: -0.35668066 MI_loss: 21.726225 Detection error: 0.009761571884155273 time: 11:35:08.282152
- B/E: 108 / 279 , Gen_loss: -0.36177322 MI_loss: 21.903954 Detection error: 0.009766638278961182 time: 11:35:09.187021
- B/E: 109 / 279 , Gen_loss: -0.36256722 MI_loss: 21.76897 Detection error: 0.009766459465026855 time: 11:35:10.042968
- B/E: 110 / 279 , Gen_loss: -0.3647476 MI_loss: 21.821693 Detection error: 0.009755909442901611 time: 11:35:10.862137
- B/E: 111 / 279 , Gen_loss: -0.3714015 MI_loss: 22.472456 Detection error: 0.00975334644317627 time: 11:35:11.793290
- B/E: 112 / 279 , Gen_loss: -0.3596985 MI_loss: 21.668983 Detection error: 0.009751081466674805 time: 11:35:12.688697
- B/E: 113 / 279 , Gen_loss: -0.36367372 MI_loss: 22.084389 Detection error: 0.009759604930877686 time: 11:35:13.584396
- B/E: 114 / 279 , Gen_loss: -0.35552195 MI_loss: 21.590115 Detection error: 0.009759783744812012 time: 11:35:14.504512
- B/E: 115 / 279 , Gen_loss: -0.36930963 MI_loss: 22.242004 Detection error: 0.009754061698913574 time: 11:35:15.408105
- B/E: 116 / 279 , Gen_loss: -0.35214943 MI_loss: 21.432823 Detection error: 0.00975269079208374 time: 11:35:16.361125
- B/E: 117 / 279 , Gen_loss: -0.35379964 MI_loss: 21.65647 Detection error: 0.009755849838256836 time: 11:35:17.272785
- B/E: 118 / 279 , Gen_loss: -0.35793528 MI_loss: 21.616852 Detection error: 0.00975102186203003 time: 11:35:18.088916
- B/E: 119 / 279 , Gen_loss: -0.36215517 MI_loss: 22.046486 Detection error: 0.00974351167678833 time: 11:35:19.007761
- B/E: 120 / 279 , Gen_loss: -0.36654404 MI_loss: 22.268982 Detection error: 0.009742259979248047 time: 11:35:19.908690
- B/E: 121 / 279 , Gen_loss: -0.35534486 MI_loss: 21.531618 Detection error: 0.009747922420501709 time: 11:35:20.807013
- B/E: 122 / 279 , Gen_loss: -0.3657641 MI_loss: 22.069689 Detection error: 0.009740591049194336 time: 11:35:21.713868
- B/E: 123 / 279 , Gen_loss: -0.35392284 MI_loss: 21.503498 Detection error: 0.009735107421875 time: 11:35:22.611171
- B/E: 124 / 279 , Gen_loss: -0.36862364 MI_loss: 22.415173 Detection error: 0.009733498096466064 time: 11:35:23.511271
- B/E: 125 / 279 , Gen_loss: -0.34864888 MI_loss: 21.083752 Detection error: 0.009736120700836182 time: 11:35:24.412451
- B/E: 126 / 279 , Gen_loss: -0.34975877 MI_loss: 21.274313 Detection error: 0.00974363088607788 time: 11:35:25.314024
- B/E: 127 / 279 , Gen_loss: -0.3656882 MI_loss: 22.205296 Detection error: 0.009744644165039062 time: 11:35:26.211539
- B/E: 128 / 279 , Gen_loss: -0.37204692 MI_loss: 22.732893 Detection error: 0.009751200675964355 time: 11:35:27.104390
- B/E: 129 / 279 , Gen_loss: -0.3599375 MI_loss: 21.921616 Detection error: 0.009754300117492676 time: 11:35:28.006307
- B/E: 130 / 279 , Gen_loss: -0.36803114 MI_loss: 22.276405 Detection error: 0.009758591651916504 time: 11:35:28.902781
- B/E: 131 / 279 , Gen_loss: -0.35331097 MI_loss: 21.40724 Detection error: 0.009765625 time: 11:35:29.847665
- B/E: 132 / 279 , Gen_loss: -0.36867622 MI_loss: 22.303398 Detection error: 0.009760081768035889 time: 11:35:30.836122
- B/E: 133 / 279 , Gen_loss: -0.36126786 MI_loss: 21.882095 Detection error: 0.009766995906829834 time: 11:35:31.735441
- B/E: 134 / 279 , Gen_loss: -0.36350355 MI_loss: 22.186773 Detection error: 0.0097733736038208 time: 11:35:32.619941
- B/E: 135 / 279 , Gen_loss: -0.3717522 MI_loss: 22.520641 Detection error: 0.009771347045898438 time: 11:35:33.509686
- B/E: 136 / 279 , Gen_loss: -0.36049274 MI_loss: 21.90034 Detection error: 0.009775757789611816 time: 11:35:34.393607
- B/E: 137 / 279 , Gen_loss: -0.36078644 MI_loss: 21.842968 Detection error: 0.009774208068847656 time: 11:35:35.280719
- B/E: 138 / 279 , Gen_loss: -0.3664169 MI_loss: 22.312218 Detection error: 0.009777188301086426 time: 11:35:36.169946
- B/E: 139 / 279 , Gen_loss: -0.36470056 MI_loss: 22.188313 Detection error: 0.009783923625946045 time: 11:35:37.054363
- B/E: 140 / 279 , Gen_loss: -0.36867285 MI_loss: 22.430088 Detection error: 0.009784817695617676 time: 11:35:37.944034
- B/E: 141 / 279 , Gen_loss: -0.34658992 MI_loss: 20.970078 Detection error: 0.009774446487426758 time: 11:35:38.783427
- B/E: 142 / 279 , Gen_loss: -0.35621515 MI_loss: 21.615835 Detection error: 0.009776413440704346 time: 11:35:39.592578
- B/E: 143 / 279 , Gen_loss: -0.3639842 MI_loss: 22.105042 Detection error: 0.00977557897567749 time: 11:35:40.370830
- B/E: 144 / 279 , Gen_loss: -0.3516772 MI_loss: 21.47062 Detection error: 0.009788155555725098 time: 11:35:41.197105
- B/E: 145 / 279 , Gen_loss: -0.36079496 MI_loss: 21.810486 Detection error: 0.009788751602172852 time: 11:35:42.082330
- B/E: 146 / 279 , Gen_loss: -0.354287 MI_loss: 21.510712 Detection error: 0.00979316234588623 time: 11:35:42.968901
- B/E: 147 / 279 , Gen_loss: -0.36123005 MI_loss: 21.95435 Detection error: 0.009793698787689209 time: 11:35:43.851155
- B/E: 148 / 279 , Gen_loss: -0.3614944 MI_loss: 21.821156 Detection error: 0.009795069694519043 time: 11:35:44.814519
- B/E: 149 / 279 , Gen_loss: -0.35732475 MI_loss: 21.593918 Detection error: 0.00980144739151001 time: 11:35:45.700022
-
- Test Loss: 10.257315 Test Error: 0.01064997911453247
- -----
- EPOCH: 280
- B/E: 0 / 280 , Gen_loss: -0.3585294 MI_loss: 21.663671 Detection error: 0.010187506675720215 time: 11:35:47.640594
- B/E: 1 / 280 , Gen_loss: -0.3453635 MI_loss: 20.9124 Detection error: 0.01021873950958252 time: 11:36:29.476223
- B/E: 2 / 280 , Gen_loss: -0.34969345 MI_loss: 21.091696 Detection error: 0.009635388851165771 time: 11:36:30.324638
- B/E: 3 / 280 , Gen_loss: -0.34982157 MI_loss: 21.14413 Detection error: 0.009492158889770508 time: 11:36:31.100296
- B/E: 4 / 280 , Gen_loss: -0.35918173 MI_loss: 21.959272 Detection error: 0.00963127613067627 time: 11:36:31.878785
- B/E: 5 / 280 , Gen_loss: -0.35745212 MI_loss: 21.782394 Detection error: 0.009687483310699463 time: 11:36:32.775576
- B/E: 6 / 280 , Gen_loss: -0.3487289 MI_loss: 21.191793 Detection error: 0.009750008583068848 time: 11:36:33.651216
- B/E: 7 / 280 , Gen_loss: -0.36594772 MI_loss: 22.082878 Detection error: 0.009808599948883057 time: 11:36:34.513105
- B/E: 8 / 280 , Gen_loss: -0.3636617 MI_loss: 22.077534 Detection error: 0.009791672229766846 time: 11:36:35.398018
- B/E: 9 / 280 , Gen_loss: -0.36337712 MI_loss: 22.142221 Detection error: 0.009665608406066895 time: 11:36:36.281078
- B/E: 10 / 280 , Gen_loss: -0.360292 MI_loss: 21.800144 Detection error: 0.009730100631713867 time: 11:36:37.266217
- B/E: 11 / 280 , Gen_loss: -0.38034242 MI_loss: 23.009804 Detection error: 0.009755194187164307 time: 11:36:38.104650
- B/E: 12 / 280 , Gen_loss: -0.3713587 MI_loss: 22.548294 Detection error: 0.009826898574829102 time: 11:36:38.929871
- B/E: 13 / 280 , Gen_loss: -0.35353485 MI_loss: 21.460817 Detection error: 0.00982588529586792 time: 11:36:39.749787
- B/E: 14 / 280 , Gen_loss: -0.3727165 MI_loss: 22.51028 Detection error: 0.009787499904632568 time: 11:36:40.528998
- B/E: 15 / 280 , Gen_loss: -0.36288694 MI_loss: 21.94392 Detection error: 0.009796857833862305 time: 11:36:41.321603
- B/E: 16 / 280 , Gen_loss: -0.36036965 MI_loss: 21.782951 Detection error: 0.009799659252166748 time: 11:36:42.173542
- B/E: 17 / 280 , Gen_loss: -0.3570367 MI_loss: 21.600403 Detection error: 0.00977778434753418 time: 11:36:43.063581
- B/E: 18 / 280 , Gen_loss: -0.35159844 MI_loss: 21.45721 Detection error: 0.009720385074615479 time: 11:36:43.953701
- B/E: 19 / 280 , Gen_loss: -0.3512483 MI_loss: 21.33395 Detection error: 0.009720325469970703 time: 11:36:44.838102
- B/E: 20 / 280 , Gen_loss: -0.35664764 MI_loss: 21.617588 Detection error: 0.009761929512023926 time: 11:36:45.722382
- B/E: 21 / 280 , Gen_loss: -0.34484407 MI_loss: 21.064993 Detection error: 0.009801149368286133 time: 11:36:46.636553
- B/E: 22 / 280 , Gen_loss: -0.35466793 MI_loss: 21.41885 Detection error: 0.009755432605743408 time: 11:36:47.520706
- B/E: 23 / 280 , Gen_loss: -0.36939427 MI_loss: 22.38637 Detection error: 0.009752631187438965 time: 11:36:48.378513
- B/E: 24 / 280 , Gen_loss: -0.36813304 MI_loss: 22.238163 Detection error: 0.009732484817504883 time: 11:36:49.276780
- B/E: 25 / 280 , Gen_loss: -0.35489824 MI_loss: 21.502817 Detection error: 0.009775221347808838 time: 11:36:50.249401
- B/E: 26 / 280 , Gen_loss: -0.36564982 MI_loss: 22.197845 Detection error: 0.009809017181396484 time: 11:36:51.137980
- B/E: 27 / 280 , Gen_loss: -0.36972255 MI_loss: 22.585846 Detection error: 0.009828150272369385 time: 11:36:51.963918
- B/E: 28 / 280 , Gen_loss: -0.35728434 MI_loss: 21.603767 Detection error: 0.009831905364990234 time: 11:36:52.850321
- B/E: 29 / 280 , Gen_loss: -0.36359742 MI_loss: 22.030746 Detection error: 0.009834349155426025 time: 11:36:53.738398
- B/E: 30 / 280 , Gen_loss: -0.35241032 MI_loss: 21.336262 Detection error: 0.009835660457611084 time: 11:36:54.625034
- B/E: 31 / 280 , Gen_loss: -0.35604995 MI_loss: 21.557526 Detection error: 0.00980764627456665 time: 11:36:55.510178
- B/E: 32 / 280 , Gen_loss: -0.3536814 MI_loss: 21.61012 Detection error: 0.009806811809539795 time: 11:36:56.394161
- B/E: 33 / 280 , Gen_loss: -0.35321015 MI_loss: 21.27556 Detection error: 0.009798705577850342 time: 11:36:57.280748
- B/E: 34 / 280 , Gen_loss: -0.36036277 MI_loss: 21.964659 Detection error: 0.009791076183319092 time: 11:36:58.206152
- B/E: 35 / 280 , Gen_loss: -0.35716644 MI_loss: 21.594196 Detection error: 0.009780406951904297 time: 11:36:59.091583
- B/E: 36 / 280 , Gen_loss: -0.36551648 MI_loss: 22.191917 Detection error: 0.0097770094871521 time: 11:36:59.975477
- B/E: 37 / 280 , Gen_loss: -0.35647765 MI_loss: 21.560963 Detection error: 0.009771406650543213 time: 11:37:00.860711
- B/E: 38 / 280 , Gen_loss: -0.36157358 MI_loss: 21.988747 Detection error: 0.009784460067749023 time: 11:37:01.631414
- B/E: 39 / 280 , Gen_loss: -0.35155085 MI_loss: 21.226048 Detection error: 0.009771883487701416 time: 11:37:02.578561
- B/E: 40 / 280 , Gen_loss: -0.3603976 MI_loss: 21.675812 Detection error: 0.009762167930603027 time: 11:37:03.463839
- B/E: 41 / 280 , Gen_loss: -0.35551155 MI_loss: 21.612461 Detection error: 0.009764909744262695 time: 11:37:04.439942
- B/E: 42 / 280 , Gen_loss: -0.35663638 MI_loss: 21.523312 Detection error: 0.009755074977874756 time: 11:37:05.358918
- B/E: 43 / 280 , Gen_loss: -0.36777547 MI_loss: 22.315472 Detection error: 0.009758532047271729 time: 11:37:06.245811
- B/E: 44 / 280 , Gen_loss: -0.35558206 MI_loss: 21.497383 Detection error: 0.009763181209564209 time: 11:37:07.128249
- B/E: 45 / 280 , Gen_loss: -0.36636767 MI_loss: 22.318243 Detection error: 0.00979006290435791 time: 11:37:08.036242
- B/E: 46 / 280 , Gen_loss: -0.35674 MI_loss: 21.475025 Detection error: 0.009799182415008545 time: 11:37:08.925092
- B/E: 47 / 280 , Gen_loss: -0.36723995 MI_loss: 22.176043 Detection error: 0.009791672229766846 time: 11:37:09.830238
- B/E: 48 / 280 , Gen_loss: -0.364286 MI_loss: 22.13207 Detection error: 0.009804189205169678 time: 11:37:10.719236
- B/E: 49 / 280 , Gen_loss: -0.36509207 MI_loss: 22.101955 Detection error: 0.009813129901885986 time: 11:37:11.598118
- B/E: 50 / 280 , Gen_loss: -0.3582529 MI_loss: 21.621746 Detection error: 0.00982046127319336 time: 11:37:12.483411
- B/E: 51 / 280 , Gen_loss: -0.3532872 MI_loss: 21.444984 Detection error: 0.009819090366363525 time: 11:37:13.371176
- B/E: 52 / 280 , Gen_loss: -0.36764234 MI_loss: 22.215954 Detection error: 0.009814858436584473 time: 11:37:14.257143
- B/E: 53 / 280 , Gen_loss: -0.36528546 MI_loss: 22.006973 Detection error: 0.009821772575378418 time: 11:37:15.142574
- B/E: 54 / 280 , Gen_loss: -0.36038354 MI_loss: 21.804043 Detection error: 0.009827852249145508 time: 11:37:16.026751
- B/E: 55 / 280 , Gen_loss: -0.36785805 MI_loss: 22.35707 Detection error: 0.0098114013671875 time: 11:37:16.912087
- B/E: 56 / 280 , Gen_loss: -0.366154 MI_loss: 22.270687 Detection error: 0.009796619415283203 time: 11:37:17.789107
- B/E: 57 / 280 , Gen_loss: -0.36103147 MI_loss: 21.96815 Detection error: 0.009795784950256348 time: 11:37:18.779026
- B/E: 58 / 280 , Gen_loss: -0.35826877 MI_loss: 21.661396 Detection error: 0.00978231430053711 time: 11:37:19.594114
- B/E: 59 / 280 , Gen_loss: -0.36683926 MI_loss: 22.228102 Detection error: 0.00979846715927124 time: 11:37:20.361373
- B/E: 60 / 280 , Gen_loss: -0.36193308 MI_loss: 21.8466 Detection error: 0.009783804416656494 time: 11:37:21.131233
- B/E: 61 / 280 , Gen_loss: -0.34701982 MI_loss: 21.043571 Detection error: 0.009791851043701172 time: 11:37:21.918798
- B/E: 62 / 280 , Gen_loss: -0.36784396 MI_loss: 22.35029 Detection error: 0.009800612926483154 time: 11:37:22.809798
- B/E: 63 / 280 , Gen_loss: -0.36619434 MI_loss: 22.147804 Detection error: 0.009795427322387695 time: 11:37:23.710102
- B/E: 64 / 280 , Gen_loss: -0.35577473 MI_loss: 21.676456 Detection error: 0.009788930416107178 time: 11:37:24.608687
- B/E: 65 / 280 , Gen_loss: -0.36545673 MI_loss: 22.158283 Detection error: 0.009792625904083252 time: 11:37:25.505184
- B/E: 66 / 280 , Gen_loss: -0.3643627 MI_loss: 22.117456 Detection error: 0.009790122509002686 time: 11:37:26.402163
- B/E: 67 / 280 , Gen_loss: -0.36826348 MI_loss: 22.200397 Detection error: 0.00978308916091919 time: 11:37:27.303650
- B/E: 68 / 280 , Gen_loss: -0.36438724 MI_loss: 22.122484 Detection error: 0.009791672229766846 time: 11:37:28.199878
- B/E: 69 / 280 , Gen_loss: -0.36592883 MI_loss: 22.212952 Detection error: 0.009797751903533936 time: 11:37:29.100929
- B/E: 70 / 280 , Gen_loss: -0.36643717 MI_loss: 22.329111 Detection error: 0.0097922682762146 time: 11:37:30.001609
- B/E: 71 / 280 , Gen_loss: -0.35475084 MI_loss: 21.363474 Detection error: 0.009793400764465332 time: 11:37:30.896934
- B/E: 72 / 280 , Gen_loss: -0.3642579 MI_loss: 22.060804 Detection error: 0.009793639183044434 time: 11:37:31.798003
- B/E: 73 / 280 , Gen_loss: -0.36477777 MI_loss: 22.175213 Detection error: 0.009792625904083252 time: 11:37:32.784369
- B/E: 74 / 280 , Gen_loss: -0.36252773 MI_loss: 22.191671 Detection error: 0.009792089462280273 time: 11:37:33.685728
- B/E: 75 / 280 , Gen_loss: -0.36301437 MI_loss: 21.997837 Detection error: 0.009787023067474365 time: 11:37:34.582607
- B/E: 76 / 280 , Gen_loss: -0.35452715 MI_loss: 21.46478 Detection error: 0.009790599346160889 time: 11:37:35.486411
- B/E: 77 / 280 , Gen_loss: -0.35708252 MI_loss: 21.582836 Detection error: 0.009788036346435547 time: 11:37:36.386448
- B/E: 78 / 280 , Gen_loss: -0.3671148 MI_loss: 22.120644 Detection error: 0.0097808837890625 time: 11:37:37.285047
- B/E: 79 / 280 , Gen_loss: -0.3646276 MI_loss: 22.026865 Detection error: 0.009782791137695312 time: 11:37:38.185143
- B/E: 80 / 280 , Gen_loss: -0.36129987 MI_loss: 21.960184 Detection error: 0.009797096252441406 time: 11:37:39.081753
- B/E: 81 / 280 , Gen_loss: -0.36446297 MI_loss: 22.095509 Detection error: 0.009790003299713135 time: 11:37:39.977542
- B/E: 82 / 280 , Gen_loss: -0.35138273 MI_loss: 21.31717 Detection error: 0.009790301322937012 time: 11:37:40.833761
- B/E: 83 / 280 , Gen_loss: -0.34944975 MI_loss: 21.069445 Detection error: 0.009795784950256348 time: 11:37:41.676616
- B/E: 84 / 280 , Gen_loss: -0.35568315 MI_loss: 21.60622 Detection error: 0.00978785753250122 time: 11:37:42.582594
- B/E: 85 / 280 , Gen_loss: -0.35689628 MI_loss: 21.449305 Detection error: 0.009765625 time: 11:37:43.477612
- B/E: 86 / 280 , Gen_loss: -0.3589528 MI_loss: 21.716406 Detection error: 0.009771883487701416 time: 11:37:44.409323
- B/E: 87 / 280 , Gen_loss: -0.3738137 MI_loss: 22.61899 Detection error: 0.009752154350280762 time: 11:37:45.225814
- B/E: 88 / 280 , Gen_loss: -0.36664152 MI_loss: 22.177298 Detection error: 0.009746134281158447 time: 11:37:46.028856
- B/E: 89 / 280 , Gen_loss: -0.365571 MI_loss: 22.308775 Detection error: 0.00975346565246582 time: 11:37:47.057015
- B/E: 90 / 280 , Gen_loss: -0.3529176 MI_loss: 21.388422 Detection error: 0.009755134582519531 time: 11:37:47.950871
- B/E: 91 / 280 , Gen_loss: -0.36001036 MI_loss: 21.84275 Detection error: 0.009762227535247803 time: 11:37:48.844806
- B/E: 92 / 280 , Gen_loss: -0.3505079 MI_loss: 21.308958 Detection error: 0.009749352931976318 time: 11:37:49.746147
- B/E: 93 / 280 , Gen_loss: -0.3580325 MI_loss: 21.795296 Detection error: 0.009746670722961426 time: 11:37:50.643648
- B/E: 94 / 280 , Gen_loss: -0.36101907 MI_loss: 21.991348 Detection error: 0.00976186990737915 time: 11:37:51.542039
- B/E: 95 / 280 , Gen_loss: -0.3693901 MI_loss: 22.56709 Detection error: 0.009768545627593994 time: 11:37:52.376260
- B/E: 96 / 280 , Gen_loss: -0.36141694 MI_loss: 21.87524 Detection error: 0.00976705551147461 time: 11:37:53.286590
- B/E: 97 / 280 , Gen_loss: -0.35755792 MI_loss: 21.6163 Detection error: 0.009759247303009033 time: 11:37:54.182929
- B/E: 98 / 280 , Gen_loss: -0.35645562 MI_loss: 21.56166 Detection error: 0.009746193885803223 time: 11:37:55.085276
- B/E: 99 / 280 , Gen_loss: -0.35420674 MI_loss: 21.408592 Detection error: 0.009748458862304688 time: 11:37:55.982938
- B/E: 100 / 280 , Gen_loss: -0.37125373 MI_loss: 22.373184 Detection error: 0.009753406047821045 time: 11:37:56.880488
- B/E: 101 / 280 , Gen_loss: -0.36611134 MI_loss: 22.253191 Detection error: 0.009756743907928467 time: 11:37:57.778631
- B/E: 102 / 280 , Gen_loss: -0.35956565 MI_loss: 21.799847 Detection error: 0.009756386280059814 time: 11:37:58.683554
- B/E: 103 / 280 , Gen_loss: -0.36203885 MI_loss: 21.833338 Detection error: 0.009755730628967285 time: 11:37:59.571381
- B/E: 104 / 280 , Gen_loss: -0.36759177 MI_loss: 22.254398 Detection error: 0.009755074977874756 time: 11:38:00.456190
- B/E: 105 / 280 , Gen_loss: -0.35470593 MI_loss: 21.614777 Detection error: 0.009753823280334473 time: 11:38:01.422498
- B/E: 106 / 280 , Gen_loss: -0.36719918 MI_loss: 22.25443 Detection error: 0.009754061698913574 time: 11:38:02.318552
- B/E: 107 / 280 , Gen_loss: -0.3619874 MI_loss: 21.933556 Detection error: 0.00975346565246582 time: 11:38:03.221503
- B/E: 108 / 280 , Gen_loss: -0.36000407 MI_loss: 21.753166 Detection error: 0.009760618209838867 time: 11:38:04.117594
- B/E: 109 / 280 , Gen_loss: -0.36552083 MI_loss: 22.132965 Detection error: 0.009756803512573242 time: 11:38:05.015366
- B/E: 110 / 280 , Gen_loss: -0.36523667 MI_loss: 22.027563 Detection error: 0.009750306606292725 time: 11:38:05.915830
- B/E: 111 / 280 , Gen_loss: -0.3693171 MI_loss: 22.283714 Detection error: 0.00974416732788086 time: 11:38:06.716289
- B/E: 112 / 280 , Gen_loss: -0.366717 MI_loss: 22.21612 Detection error: 0.009745001792907715 time: 11:38:07.580400
- B/E: 113 / 280 , Gen_loss: -0.3617316 MI_loss: 22.049984 Detection error: 0.009750545024871826 time: 11:38:08.472313
- B/E: 114 / 280 , Gen_loss: -0.3626461 MI_loss: 22.000998 Detection error: 0.009751379489898682 time: 11:38:09.366093
- B/E: 115 / 280 , Gen_loss: -0.36895657 MI_loss: 22.276535 Detection error: 0.00974571704864502 time: 11:38:10.261849
- B/E: 116 / 280 , Gen_loss: -0.35508627 MI_loss: 21.590906 Detection error: 0.009744107723236084 time: 11:38:11.157912
- B/E: 117 / 280 , Gen_loss: -0.3601197 MI_loss: 22.004032 Detection error: 0.009748399257659912 time: 11:38:12.055750
- B/E: 118 / 280 , Gen_loss: -0.36472797 MI_loss: 21.975922 Detection error: 0.00974053144454956 time: 11:38:12.953760
- B/E: 119 / 280 , Gen_loss: -0.36056077 MI_loss: 21.876434 Detection error: 0.009735167026519775 time: 11:38:13.888924
- B/E: 120 / 280 , Gen_loss: -0.3609131 MI_loss: 21.916294 Detection error: 0.009736061096191406 time: 11:38:14.792114
- B/E: 121 / 280 , Gen_loss: -0.36609283 MI_loss: 22.2894 Detection error: 0.009737193584442139 time: 11:38:15.772617
- B/E: 122 / 280 , Gen_loss: -0.35900873 MI_loss: 21.695002 Detection error: 0.009731709957122803 time: 11:38:16.670150
- B/E: 123 / 280 , Gen_loss: -0.36364132 MI_loss: 22.042034 Detection error: 0.009724318981170654 time: 11:38:17.570815
- B/E: 124 / 280 , Gen_loss: -0.35425174 MI_loss: 21.538418 Detection error: 0.009726226329803467 time: 11:38:18.467306
- B/E: 125 / 280 , Gen_loss: -0.359407 MI_loss: 21.677658 Detection error: 0.00973212718963623 time: 11:38:19.368352
- B/E: 126 / 280 , Gen_loss: -0.3573415 MI_loss: 21.725418 Detection error: 0.009738683700561523 time: 11:38:20.275160
- B/E: 127 / 280 , Gen_loss: -0.36037818 MI_loss: 21.888487 Detection error: 0.009737789630889893 time: 11:38:21.170751
- B/E: 128 / 280 , Gen_loss: -0.36092442 MI_loss: 21.850368 Detection error: 0.00974416732788086 time: 11:38:22.067908
- B/E: 129 / 280 , Gen_loss: -0.3565685 MI_loss: 21.726522 Detection error: 0.009750723838806152 time: 11:38:23.012440
- B/E: 130 / 280 , Gen_loss: -0.35828432 MI_loss: 21.73005 Detection error: 0.009756922721862793 time: 11:38:23.912903
- B/E: 131 / 280 , Gen_loss: -0.36335656 MI_loss: 21.947773 Detection error: 0.00975877046585083 time: 11:38:24.808096
- B/E: 132 / 280 , Gen_loss: -0.36176613 MI_loss: 21.905178 Detection error: 0.009758472442626953 time: 11:38:25.728992
- B/E: 133 / 280 , Gen_loss: -0.36235297 MI_loss: 21.96804 Detection error: 0.009761631488800049 time: 11:38:26.662213
- B/E: 134 / 280 , Gen_loss: -0.3676354 MI_loss: 22.275335 Detection error: 0.009769678115844727 time: 11:38:27.559674
- B/E: 135 / 280 , Gen_loss: -0.36911905 MI_loss: 22.290092 Detection error: 0.00976651906967163 time: 11:38:28.485141
- B/E: 136 / 280 , Gen_loss: -0.35103488 MI_loss: 21.24571 Detection error: 0.009771645069122314 time: 11:38:29.382964
- B/E: 137 / 280 , Gen_loss: -0.35651335 MI_loss: 21.579426 Detection error: 0.009773313999176025 time: 11:38:30.319419
- B/E: 138 / 280 , Gen_loss: -0.3592583 MI_loss: 21.806793 Detection error: 0.009773850440979004 time: 11:38:31.239679
- B/E: 139 / 280 , Gen_loss: -0.36629137 MI_loss: 22.273941 Detection error: 0.009779930114746094 time: 11:38:32.136974
- B/E: 140 / 280 , Gen_loss: -0.35835814 MI_loss: 21.727234 Detection error: 0.009779691696166992 time: 11:38:33.038785
- B/E: 141 / 280 , Gen_loss: -0.3532985 MI_loss: 21.214066 Detection error: 0.009775280952453613 time: 11:38:33.937655
- B/E: 142 / 280 , Gen_loss: -0.3658887 MI_loss: 22.226244 Detection error: 0.009778857231140137 time: 11:38:34.831377
- B/E: 143 / 280 , Gen_loss: -0.3631261 MI_loss: 22.09196 Detection error: 0.009773671627044678 time: 11:38:35.726316
- B/E: 144 / 280 , Gen_loss: -0.3618596 MI_loss: 21.957188 Detection error: 0.009782731533050537 time: 11:38:36.624755
- B/E: 145 / 280 , Gen_loss: -0.35541108 MI_loss: 21.547451 Detection error: 0.009791076183319092 time: 11:38:37.511705
- B/E: 146 / 280 , Gen_loss: -0.34884587 MI_loss: 20.891092 Detection error: 0.009788274765014648 time: 11:38:38.409439
- B/E: 147 / 280 , Gen_loss: -0.3579179 MI_loss: 21.766392 Detection error: 0.009791374206542969 time: 11:38:39.296012
- B/E: 148 / 280 , Gen_loss: -0.3608078 MI_loss: 21.778568 Detection error: 0.009792804718017578 time: 11:38:40.173061
- B/E: 149 / 280 , Gen_loss: -0.3672199 MI_loss: 22.23852 Detection error: 0.00979834794998169 time: 11:38:41.064120
-
- Test Loss: 10.259793 Test Error: 0.010658323764801025
- -----
- EPOCH: 281
- B/E: 0 / 281 , Gen_loss: -0.35070366 MI_loss: 21.241722 Detection error: 0.01006251573562622 time: 11:38:43.030053
- B/E: 1 / 281 , Gen_loss: -0.35177195 MI_loss: 21.310364 Detection error: 0.010140597820281982 time: 11:39:26.673514
- B/E: 2 / 281 , Gen_loss: -0.36507767 MI_loss: 22.016289 Detection error: 0.009562492370605469 time: 11:39:27.705317
- B/E: 3 / 281 , Gen_loss: -0.3660702 MI_loss: 22.222672 Detection error: 0.00963282585144043 time: 11:39:28.598917
- B/E: 4 / 281 , Gen_loss: -0.3545579 MI_loss: 21.543299 Detection error: 0.009643733501434326 time: 11:39:29.523480
- B/E: 5 / 281 , Gen_loss: -0.36025596 MI_loss: 21.86548 Detection error: 0.009729146957397461 time: 11:39:30.414624
- B/E: 6 / 281 , Gen_loss: -0.35421035 MI_loss: 21.513111 Detection error: 0.009674131870269775 time: 11:39:31.320684
- B/E: 7 / 281 , Gen_loss: -0.3617461 MI_loss: 22.052217 Detection error: 0.009789049625396729 time: 11:39:32.204142
- B/E: 8 / 281 , Gen_loss: -0.3594365 MI_loss: 21.788246 Detection error: 0.009770810604095459 time: 11:39:33.094491
- B/E: 9 / 281 , Gen_loss: -0.3534994 MI_loss: 21.44685 Detection error: 0.009718775749206543 time: 11:39:33.977629
- B/E: 10 / 281 , Gen_loss: -0.35921586 MI_loss: 21.819658 Detection error: 0.009727299213409424 time: 11:39:34.863399
- B/E: 11 / 281 , Gen_loss: -0.3714169 MI_loss: 22.699837 Detection error: 0.009768247604370117 time: 11:39:35.744552
- B/E: 12 / 281 , Gen_loss: -0.35464948 MI_loss: 21.455662 Detection error: 0.009834110736846924 time: 11:39:36.598804
- B/E: 13 / 281 , Gen_loss: -0.3581312 MI_loss: 21.605444 Detection error: 0.009794652462005615 time: 11:39:37.480354
- B/E: 14 / 281 , Gen_loss: -0.3731207 MI_loss: 22.46975 Detection error: 0.00978541374206543 time: 11:39:38.370862
- B/E: 15 / 281 , Gen_loss: -0.36736012 MI_loss: 22.240248 Detection error: 0.009810566902160645 time: 11:39:39.206175
- B/E: 16 / 281 , Gen_loss: -0.3562622 MI_loss: 21.410591 Detection error: 0.00976473093032837 time: 11:39:40.005040
- B/E: 17 / 281 , Gen_loss: -0.3534188 MI_loss: 21.456242 Detection error: 0.009755194187164307 time: 11:39:40.814481
- B/E: 18 / 281 , Gen_loss: -0.35675135 MI_loss: 21.66439 Detection error: 0.00972205400466919 time: 11:39:41.815021
- B/E: 19 / 281 , Gen_loss: -0.36007994 MI_loss: 21.995432 Detection error: 0.00972968339920044 time: 11:39:42.697214
- B/E: 20 / 281 , Gen_loss: -0.36878258 MI_loss: 22.313793 Detection error: 0.009760439395904541 time: 11:39:43.580208
- B/E: 21 / 281 , Gen_loss: -0.34904164 MI_loss: 21.21785 Detection error: 0.009769856929779053 time: 11:39:44.462861
- B/E: 22 / 281 , Gen_loss: -0.36407137 MI_loss: 22.11113 Detection error: 0.009762227535247803 time: 11:39:45.345941
- B/E: 23 / 281 , Gen_loss: -0.3638613 MI_loss: 22.062965 Detection error: 0.009753882884979248 time: 11:39:46.229312
- B/E: 24 / 281 , Gen_loss: -0.36308414 MI_loss: 21.966944 Detection error: 0.009729981422424316 time: 11:39:47.112635
- B/E: 25 / 281 , Gen_loss: -0.35765597 MI_loss: 21.719957 Detection error: 0.009780049324035645 time: 11:39:48.038162
- B/E: 26 / 281 , Gen_loss: -0.3471118 MI_loss: 21.234154 Detection error: 0.009810209274291992 time: 11:39:48.942086
- B/E: 27 / 281 , Gen_loss: -0.361892 MI_loss: 22.115965 Detection error: 0.009830355644226074 time: 11:39:49.839525
- B/E: 28 / 281 , Gen_loss: -0.36413783 MI_loss: 22.048128 Detection error: 0.009812474250793457 time: 11:39:50.722504
- B/E: 29 / 281 , Gen_loss: -0.36630967 MI_loss: 22.288406 Detection error: 0.009838521480560303 time: 11:39:51.625511
- B/E: 30 / 281 , Gen_loss: -0.35938895 MI_loss: 21.659048 Detection error: 0.00980442762374878 time: 11:39:52.508085
- B/E: 31 / 281 , Gen_loss: -0.36233443 MI_loss: 21.873363 Detection error: 0.00979006290435791 time: 11:39:53.499596
- B/E: 32 / 281 , Gen_loss: -0.35919335 MI_loss: 21.56659 Detection error: 0.009794533252716064 time: 11:39:54.385891
- B/E: 33 / 281 , Gen_loss: -0.36120299 MI_loss: 21.921837 Detection error: 0.0097886323928833 time: 11:39:55.269052
- B/E: 34 / 281 , Gen_loss: -0.35705703 MI_loss: 21.805191 Detection error: 0.0097883939743042 time: 11:39:56.153695
- B/E: 35 / 281 , Gen_loss: -0.36487776 MI_loss: 22.110281 Detection error: 0.00976473093032837 time: 11:39:57.035301
- B/E: 36 / 281 , Gen_loss: -0.36459866 MI_loss: 22.020113 Detection error: 0.009767711162567139 time: 11:39:57.850629
- B/E: 37 / 281 , Gen_loss: -0.36149308 MI_loss: 21.829144 Detection error: 0.009765625 time: 11:39:58.746220
- B/E: 38 / 281 , Gen_loss: -0.357248 MI_loss: 21.580965 Detection error: 0.009778857231140137 time: 11:39:59.628756
- B/E: 39 / 281 , Gen_loss: -0.36399895 MI_loss: 21.9491 Detection error: 0.00976717472076416 time: 11:40:00.512878
- B/E: 40 / 281 , Gen_loss: -0.35935917 MI_loss: 21.804598 Detection error: 0.009766757488250732 time: 11:40:01.394958
- B/E: 41 / 281 , Gen_loss: -0.3687551 MI_loss: 22.457294 Detection error: 0.009774565696716309 time: 11:40:02.282877
- B/E: 42 / 281 , Gen_loss: -0.36473322 MI_loss: 22.057652 Detection error: 0.009765267372131348 time: 11:40:03.160744
- B/E: 43 / 281 , Gen_loss: -0.3631422 MI_loss: 21.896938 Detection error: 0.009768486022949219 time: 11:40:04.047233
- B/E: 44 / 281 , Gen_loss: -0.35613593 MI_loss: 21.569796 Detection error: 0.009778499603271484 time: 11:40:04.933264
- B/E: 45 / 281 , Gen_loss: -0.36096036 MI_loss: 21.991575 Detection error: 0.009781956672668457 time: 11:40:05.814760
- B/E: 46 / 281 , Gen_loss: -0.35612142 MI_loss: 21.640547 Detection error: 0.009793221950531006 time: 11:40:06.700225
- B/E: 47 / 281 , Gen_loss: -0.36170563 MI_loss: 21.616268 Detection error: 0.009789705276489258 time: 11:40:07.641373
- B/E: 48 / 281 , Gen_loss: -0.363426 MI_loss: 22.22217 Detection error: 0.009808063507080078 time: 11:40:08.618123
- B/E: 49 / 281 , Gen_loss: -0.37221238 MI_loss: 22.693764 Detection error: 0.00981062650680542 time: 11:40:09.509724
- B/E: 50 / 281 , Gen_loss: -0.36026788 MI_loss: 21.9184 Detection error: 0.009822309017181396 time: 11:40:10.388700
- B/E: 51 / 281 , Gen_loss: -0.36165088 MI_loss: 21.871311 Detection error: 0.00982213020324707 time: 11:40:11.272683
- B/E: 52 / 281 , Gen_loss: -0.36399052 MI_loss: 21.879816 Detection error: 0.009817242622375488 time: 11:40:12.152379
- B/E: 53 / 281 , Gen_loss: -0.36457536 MI_loss: 22.076382 Detection error: 0.009831607341766357 time: 11:40:13.035022
- B/E: 54 / 281 , Gen_loss: -0.35288066 MI_loss: 21.37563 Detection error: 0.009828388690948486 time: 11:40:13.891575
- B/E: 55 / 281 , Gen_loss: -0.36365533 MI_loss: 21.951252 Detection error: 0.009810268878936768 time: 11:40:14.674833
- B/E: 56 / 281 , Gen_loss: -0.36349887 MI_loss: 21.99002 Detection error: 0.009796619415283203 time: 11:40:15.574020
- B/E: 57 / 281 , Gen_loss: -0.35990673 MI_loss: 21.929167 Detection error: 0.009792566299438477 time: 11:40:16.458012
- B/E: 58 / 281 , Gen_loss: -0.36596388 MI_loss: 22.307383 Detection error: 0.009784936904907227 time: 11:40:17.347657
- B/E: 59 / 281 , Gen_loss: -0.3627322 MI_loss: 22.025356 Detection error: 0.009794771671295166 time: 11:40:18.233967
- B/E: 60 / 281 , Gen_loss: -0.36509398 MI_loss: 22.065607 Detection error: 0.009785354137420654 time: 11:40:19.145670
- B/E: 61 / 281 , Gen_loss: -0.36034238 MI_loss: 21.779425 Detection error: 0.009793877601623535 time: 11:40:20.031821
- B/E: 62 / 281 , Gen_loss: -0.36580515 MI_loss: 22.19578 Detection error: 0.009791672229766846 time: 11:40:20.914491
- B/E: 63 / 281 , Gen_loss: -0.36420262 MI_loss: 22.264687 Detection error: 0.00980222225189209 time: 11:40:21.895777
- B/E: 64 / 281 , Gen_loss: -0.36044627 MI_loss: 21.767889 Detection error: 0.009795188903808594 time: 11:40:22.780946
- B/E: 65 / 281 , Gen_loss: -0.35161906 MI_loss: 21.25614 Detection error: 0.009792625904083252 time: 11:40:23.668513
- B/E: 66 / 281 , Gen_loss: -0.3571652 MI_loss: 21.594534 Detection error: 0.009787321090698242 time: 11:40:24.557913
- B/E: 67 / 281 , Gen_loss: -0.36541766 MI_loss: 21.984768 Detection error: 0.009778022766113281 time: 11:40:25.443384
- B/E: 68 / 281 , Gen_loss: -0.36367753 MI_loss: 22.124428 Detection error: 0.009791672229766846 time: 11:40:26.326609
- B/E: 69 / 281 , Gen_loss: -0.36807662 MI_loss: 22.205261 Detection error: 0.009797334671020508 time: 11:40:27.210819
- B/E: 70 / 281 , Gen_loss: -0.36579174 MI_loss: 22.178043 Detection error: 0.009788751602172852 time: 11:40:28.091806
- B/E: 71 / 281 , Gen_loss: -0.35644752 MI_loss: 21.704632 Detection error: 0.00979471206665039 time: 11:40:28.980863
- B/E: 72 / 281 , Gen_loss: -0.35853213 MI_loss: 21.694426 Detection error: 0.00978940725326538 time: 11:40:29.867639
- B/E: 73 / 281 , Gen_loss: -0.36437452 MI_loss: 22.002604 Detection error: 0.009784221649169922 time: 11:40:30.758893
- B/E: 74 / 281 , Gen_loss: -0.3641058 MI_loss: 22.063906 Detection error: 0.009780824184417725 time: 11:40:31.641029
- B/E: 75 / 281 , Gen_loss: -0.34991598 MI_loss: 21.278557 Detection error: 0.009780406951904297 time: 11:40:32.474074
- B/E: 76 / 281 , Gen_loss: -0.35476318 MI_loss: 21.596115 Detection error: 0.009784102439880371 time: 11:40:33.284697
- B/E: 77 / 281 , Gen_loss: -0.35956484 MI_loss: 21.811918 Detection error: 0.009782075881958008 time: 11:40:34.064151
- B/E: 78 / 281 , Gen_loss: -0.36437955 MI_loss: 22.03064 Detection error: 0.009780466556549072 time: 11:40:34.858448
- B/E: 79 / 281 , Gen_loss: -0.36543027 MI_loss: 22.04331 Detection error: 0.009792983531951904 time: 11:40:35.741590
- B/E: 80 / 281 , Gen_loss: -0.35828957 MI_loss: 21.685446 Detection error: 0.009797453880310059 time: 11:40:36.543329
- B/E: 81 / 281 , Gen_loss: -0.35668817 MI_loss: 21.497206 Detection error: 0.009790420532226562 time: 11:40:37.437664
- B/E: 82 / 281 , Gen_loss: -0.3588275 MI_loss: 21.71584 Detection error: 0.009789526462554932 time: 11:40:38.318187
- B/E: 83 / 281 , Gen_loss: -0.35883635 MI_loss: 21.783945 Detection error: 0.00978940725326538 time: 11:40:39.202939
- B/E: 84 / 281 , Gen_loss: -0.35866845 MI_loss: 21.72116 Detection error: 0.0097886323928833 time: 11:40:40.100330
- B/E: 85 / 281 , Gen_loss: -0.3604887 MI_loss: 21.74578 Detection error: 0.009766340255737305 time: 11:40:40.981650
- B/E: 86 / 281 , Gen_loss: -0.35790703 MI_loss: 21.622465 Detection error: 0.009767591953277588 time: 11:40:41.866216
- B/E: 87 / 281 , Gen_loss: -0.35860527 MI_loss: 21.62111 Detection error: 0.009749650955200195 time: 11:40:42.747732
- B/E: 88 / 281 , Gen_loss: -0.36119628 MI_loss: 21.897554 Detection error: 0.009745419025421143 time: 11:40:43.626842
- B/E: 89 / 281 , Gen_loss: -0.36482748 MI_loss: 22.248844 Detection error: 0.009755909442901611 time: 11:40:44.513384
- B/E: 90 / 281 , Gen_loss: -0.36331713 MI_loss: 22.148335 Detection error: 0.009756505489349365 time: 11:40:45.394947
- B/E: 91 / 281 , Gen_loss: -0.3617472 MI_loss: 21.946028 Detection error: 0.00975579023361206 time: 11:40:46.279283
- B/E: 92 / 281 , Gen_loss: -0.35412094 MI_loss: 21.381907 Detection error: 0.009746968746185303 time: 11:40:47.165932
- B/E: 93 / 281 , Gen_loss: -0.35096294 MI_loss: 21.328716 Detection error: 0.009746372699737549 time: 11:40:48.011023
- B/E: 94 / 281 , Gen_loss: -0.35730532 MI_loss: 21.764511 Detection error: 0.0097578763961792 time: 11:40:48.826196
- B/E: 95 / 281 , Gen_loss: -0.35324222 MI_loss: 21.442762 Detection error: 0.009769201278686523 time: 11:40:49.761678
- B/E: 96 / 281 , Gen_loss: -0.35556766 MI_loss: 21.554987 Detection error: 0.009763181209564209 time: 11:40:50.591314
- B/E: 97 / 281 , Gen_loss: -0.35568726 MI_loss: 21.49836 Detection error: 0.009759247303009033 time: 11:40:51.443347
- B/E: 98 / 281 , Gen_loss: -0.35481596 MI_loss: 21.563816 Detection error: 0.009750604629516602 time: 11:40:52.268514
- B/E: 99 / 281 , Gen_loss: -0.36248738 MI_loss: 21.874039 Detection error: 0.009750962257385254 time: 11:40:53.162640
- B/E: 100 / 281 , Gen_loss: -0.3637237 MI_loss: 21.944504 Detection error: 0.009749352931976318 time: 11:40:54.052887
- B/E: 101 / 281 , Gen_loss: -0.3719761 MI_loss: 22.627003 Detection error: 0.009755849838256836 time: 11:40:54.931807
- B/E: 102 / 281 , Gen_loss: -0.36386856 MI_loss: 22.111254 Detection error: 0.009754836559295654 time: 11:40:55.821299
- B/E: 103 / 281 , Gen_loss: -0.36473835 MI_loss: 22.133581 Detection error: 0.009755730628967285 time: 11:40:56.701855
- B/E: 104 / 281 , Gen_loss: -0.36006567 MI_loss: 21.738003 Detection error: 0.009754180908203125 time: 11:40:57.588525
- B/E: 105 / 281 , Gen_loss: -0.35641927 MI_loss: 21.551472 Detection error: 0.009753823280334473 time: 11:40:58.508366
- B/E: 106 / 281 , Gen_loss: -0.35541996 MI_loss: 21.511192 Detection error: 0.009750902652740479 time: 11:40:59.393664
- B/E: 107 / 281 , Gen_loss: -0.36567873 MI_loss: 22.06669 Detection error: 0.009754061698913574 time: 11:41:00.293395
- B/E: 108 / 281 , Gen_loss: -0.36078003 MI_loss: 21.866938 Detection error: 0.009760022163391113 time: 11:41:01.214683
- B/E: 109 / 281 , Gen_loss: -0.35912693 MI_loss: 21.753674 Detection error: 0.009756505489349365 time: 11:41:02.102413
- B/E: 110 / 281 , Gen_loss: -0.35848042 MI_loss: 21.59546 Detection error: 0.009748578071594238 time: 11:41:02.990724
- B/E: 111 / 281 , Gen_loss: -0.36565545 MI_loss: 22.06421 Detection error: 0.00974416732788086 time: 11:41:04.002699
- B/E: 112 / 281 , Gen_loss: -0.36718467 MI_loss: 21.999731 Detection error: 0.009741425514221191 time: 11:41:04.864065
- B/E: 113 / 281 , Gen_loss: -0.35036397 MI_loss: 21.461115 Detection error: 0.00975191593170166 time: 11:41:05.682003
- B/E: 114 / 281 , Gen_loss: -0.3562107 MI_loss: 21.586693 Detection error: 0.009752154350280762 time: 11:41:06.587065
- B/E: 115 / 281 , Gen_loss: -0.35288963 MI_loss: 21.211327 Detection error: 0.009747862815856934 time: 11:41:07.456447
- B/E: 116 / 281 , Gen_loss: -0.35683593 MI_loss: 21.734291 Detection error: 0.00974494218826294 time: 11:41:08.327089
- B/E: 117 / 281 , Gen_loss: -0.35461578 MI_loss: 21.561062 Detection error: 0.00974363088607788 time: 11:41:09.201639
- B/E: 118 / 281 , Gen_loss: -0.35437483 MI_loss: 21.477558 Detection error: 0.009739518165588379 time: 11:41:10.078701
- B/E: 119 / 281 , Gen_loss: -0.35416597 MI_loss: 21.438555 Detection error: 0.009737253189086914 time: 11:41:10.957992
- B/E: 120 / 281 , Gen_loss: -0.34982985 MI_loss: 21.150003 Detection error: 0.009734511375427246 time: 11:41:11.833292
- B/E: 121 / 281 , Gen_loss: -0.364019 MI_loss: 22.001171 Detection error: 0.009739220142364502 time: 11:41:12.711559
- B/E: 122 / 281 , Gen_loss: -0.36158463 MI_loss: 21.884901 Detection error: 0.009732186794281006 time: 11:41:13.585108
- B/E: 123 / 281 , Gen_loss: -0.3587352 MI_loss: 21.797638 Detection error: 0.009727835655212402 time: 11:41:14.439080
- B/E: 124 / 281 , Gen_loss: -0.3566636 MI_loss: 21.599297 Detection error: 0.009728014469146729 time: 11:41:15.304478
- B/E: 125 / 281 , Gen_loss: -0.37212917 MI_loss: 22.623175 Detection error: 0.00973290205001831 time: 11:41:16.144365
- B/E: 126 / 281 , Gen_loss: -0.3587706 MI_loss: 21.767998 Detection error: 0.009739160537719727 time: 11:41:16.973063
- B/E: 127 / 281 , Gen_loss: -0.3531819 MI_loss: 21.458324 Detection error: 0.009739518165588379 time: 11:41:17.858393
- B/E: 128 / 281 , Gen_loss: -0.35948497 MI_loss: 21.815159 Detection error: 0.00974416732788086 time: 11:41:18.766110
- B/E: 129 / 281 , Gen_loss: -0.36409792 MI_loss: 22.048409 Detection error: 0.009748578071594238 time: 11:41:19.663992
- B/E: 130 / 281 , Gen_loss: -0.36751485 MI_loss: 22.311646 Detection error: 0.009755253791809082 time: 11:41:20.554905
- B/E: 131 / 281 , Gen_loss: -0.36291724 MI_loss: 21.952806 Detection error: 0.009761571884155273 time: 11:41:21.338011
- B/E: 132 / 281 , Gen_loss: -0.35492033 MI_loss: 21.51222 Detection error: 0.00975799560546875 time: 11:41:22.172937
- B/E: 133 / 281 , Gen_loss: -0.3683717 MI_loss: 22.221693 Detection error: 0.009761452674865723 time: 11:41:23.069010
- B/E: 134 / 281 , Gen_loss: -0.36054727 MI_loss: 22.057545 Detection error: 0.009768068790435791 time: 11:41:23.968084
- B/E: 135 / 281 , Gen_loss: -0.36657238 MI_loss: 22.10243 Detection error: 0.009768366813659668 time: 11:41:24.866969
- B/E: 136 / 281 , Gen_loss: -0.3649102 MI_loss: 22.19785 Detection error: 0.009769618511199951 time: 11:41:25.765944
- B/E: 137 / 281 , Gen_loss: -0.3585281 MI_loss: 21.724783 Detection error: 0.009772419929504395 time: 11:41:26.665087
- B/E: 138 / 281 , Gen_loss: -0.3653511 MI_loss: 22.281082 Detection error: 0.009777426719665527 time: 11:41:27.538296
- B/E: 139 / 281 , Gen_loss: -0.3685392 MI_loss: 22.344543 Detection error: 0.009784400463104248 time: 11:41:28.402516
- B/E: 140 / 281 , Gen_loss: -0.3583887 MI_loss: 21.546463 Detection error: 0.009778618812561035 time: 11:41:29.322850
- B/E: 141 / 281 , Gen_loss: -0.35534784 MI_loss: 21.407465 Detection error: 0.009774625301361084 time: 11:41:30.128642
- B/E: 142 / 281 , Gen_loss: -0.35485098 MI_loss: 21.39217 Detection error: 0.009776413440704346 time: 11:41:30.909454
- B/E: 143 / 281 , Gen_loss: -0.36671206 MI_loss: 22.45105 Detection error: 0.009771943092346191 time: 11:41:31.773885
- B/E: 144 / 281 , Gen_loss: -0.3552301 MI_loss: 21.45334 Detection error: 0.00978320837020874 time: 11:41:32.558353
- B/E: 145 / 281 , Gen_loss: -0.35527876 MI_loss: 21.468842 Detection error: 0.009790658950805664 time: 11:41:33.415394
- B/E: 146 / 281 , Gen_loss: -0.3650533 MI_loss: 22.085001 Detection error: 0.009789526462554932 time: 11:41:34.343617
- B/E: 147 / 281 , Gen_loss: -0.35922718 MI_loss: 21.841253 Detection error: 0.009792447090148926 time: 11:41:35.270616
- B/E: 148 / 281 , Gen_loss: -0.36708093 MI_loss: 22.209368 Detection error: 0.009793221950531006 time: 11:41:36.168205
- B/E: 149 / 281 , Gen_loss: -0.36752295 MI_loss: 22.327597 Detection error: 0.009799361228942871 time: 11:41:37.085465
-
- Test Loss: 10.257538 Test Error: 0.010658323764801025
- -----
- EPOCH: 282
- B/E: 0 / 282 , Gen_loss: -0.35881233 MI_loss: 21.762115 Detection error: 0.009687483310699463 time: 11:41:39.050828
- B/E: 1 / 282 , Gen_loss: -0.3460417 MI_loss: 20.964983 Detection error: 0.010281264781951904 time: 11:42:22.992766
- B/E: 2 / 282 , Gen_loss: -0.3626099 MI_loss: 21.875097 Detection error: 0.009666681289672852 time: 11:42:23.910998
- B/E: 3 / 282 , Gen_loss: -0.35954788 MI_loss: 21.79586 Detection error: 0.00963282585144043 time: 11:42:24.805477
- B/E: 4 / 282 , Gen_loss: -0.36693445 MI_loss: 22.519495 Detection error: 0.00976872444152832 time: 11:42:25.680519
- B/E: 5 / 282 , Gen_loss: -0.3596261 MI_loss: 21.943213 Detection error: 0.009843766689300537 time: 11:42:26.573169
- B/E: 6 / 282 , Gen_loss: -0.35018274 MI_loss: 21.227768 Detection error: 0.009852707386016846 time: 11:42:27.343271
- B/E: 7 / 282 , Gen_loss: -0.35766944 MI_loss: 21.727324 Detection error: 0.009828150272369385 time: 11:42:28.145539
- B/E: 8 / 282 , Gen_loss: -0.36695784 MI_loss: 22.236275 Detection error: 0.009812474250793457 time: 11:42:28.912649
- B/E: 9 / 282 , Gen_loss: -0.34752208 MI_loss: 21.033981 Detection error: 0.009746849536895752 time: 11:42:29.680105
- B/E: 10 / 282 , Gen_loss: -0.36440387 MI_loss: 21.98003 Detection error: 0.009784102439880371 time: 11:42:30.499750
- B/E: 11 / 282 , Gen_loss: -0.36505142 MI_loss: 22.162952 Detection error: 0.009794294834136963 time: 11:42:31.311569
- B/E: 12 / 282 , Gen_loss: -0.36335722 MI_loss: 22.016144 Detection error: 0.009870171546936035 time: 11:42:32.112846
- B/E: 13 / 282 , Gen_loss: -0.35819066 MI_loss: 21.682606 Detection error: 0.00982367992401123 time: 11:42:32.879777
- B/E: 14 / 282 , Gen_loss: -0.36448914 MI_loss: 22.077991 Detection error: 0.009827077388763428 time: 11:42:33.664728
- B/E: 15 / 282 , Gen_loss: -0.3628267 MI_loss: 22.106194 Detection error: 0.009855449199676514 time: 11:42:34.521195
- B/E: 16 / 282 , Gen_loss: -0.3575988 MI_loss: 21.50474 Detection error: 0.009772062301635742 time: 11:42:35.393849
- B/E: 17 / 282 , Gen_loss: -0.364593 MI_loss: 22.199776 Detection error: 0.009781241416931152 time: 11:42:36.236091
- B/E: 18 / 282 , Gen_loss: -0.34876594 MI_loss: 21.160666 Detection error: 0.00974506139755249 time: 11:42:37.048909
- B/E: 19 / 282 , Gen_loss: -0.36141577 MI_loss: 22.083738 Detection error: 0.009751558303833008 time: 11:42:37.841338
- B/E: 20 / 282 , Gen_loss: -0.35785726 MI_loss: 21.780647 Detection error: 0.009769320487976074 time: 11:42:38.710982
- B/E: 21 / 282 , Gen_loss: -0.35907906 MI_loss: 21.875673 Detection error: 0.009789764881134033 time: 11:42:39.487696
- B/E: 22 / 282 , Gen_loss: -0.35401157 MI_loss: 21.554293 Detection error: 0.00977855920791626 time: 11:42:40.276987
- B/E: 23 / 282 , Gen_loss: -0.3642065 MI_loss: 21.9458 Detection error: 0.009769558906555176 time: 11:42:41.154879
- B/E: 24 / 282 , Gen_loss: -0.3583355 MI_loss: 21.69273 Detection error: 0.009778738021850586 time: 11:42:42.051157
- B/E: 25 / 282 , Gen_loss: -0.35252544 MI_loss: 21.418465 Detection error: 0.009784877300262451 time: 11:42:42.948332
- B/E: 26 / 282 , Gen_loss: -0.35649687 MI_loss: 21.662918 Detection error: 0.009821772575378418 time: 11:42:43.846088
- B/E: 27 / 282 , Gen_loss: -0.36076254 MI_loss: 21.93714 Detection error: 0.009843766689300537 time: 11:42:44.747447
- B/E: 28 / 282 , Gen_loss: -0.36782518 MI_loss: 22.280848 Detection error: 0.009831905364990234 time: 11:42:45.644477
- B/E: 29 / 282 , Gen_loss: -0.35600156 MI_loss: 21.653223 Detection error: 0.00984269380569458 time: 11:42:46.544067
- B/E: 30 / 282 , Gen_loss: -0.35624188 MI_loss: 21.577724 Detection error: 0.009836673736572266 time: 11:42:47.448328
- B/E: 31 / 282 , Gen_loss: -0.35906455 MI_loss: 21.895851 Detection error: 0.009815454483032227 time: 11:42:48.347083
- B/E: 32 / 282 , Gen_loss: -0.3745768 MI_loss: 22.754612 Detection error: 0.009815335273742676 time: 11:42:49.160478
- B/E: 33 / 282 , Gen_loss: -0.35917455 MI_loss: 21.758596 Detection error: 0.009796857833862305 time: 11:42:49.992094
- B/E: 34 / 282 , Gen_loss: -0.35257643 MI_loss: 21.499071 Detection error: 0.009800910949707031 time: 11:42:50.871391
- B/E: 35 / 282 , Gen_loss: -0.3599461 MI_loss: 21.708748 Detection error: 0.009787321090698242 time: 11:42:51.763730
- B/E: 36 / 282 , Gen_loss: -0.35520887 MI_loss: 21.428276 Detection error: 0.009788036346435547 time: 11:42:52.733477
- B/E: 37 / 282 , Gen_loss: -0.3749527 MI_loss: 22.671284 Detection error: 0.009781241416931152 time: 11:42:53.630482
- B/E: 38 / 282 , Gen_loss: -0.3580174 MI_loss: 21.67939 Detection error: 0.00980609655380249 time: 11:42:54.525307
- B/E: 39 / 282 , Gen_loss: -0.35053742 MI_loss: 21.095762 Detection error: 0.009785175323486328 time: 11:42:55.441538
- B/E: 40 / 282 , Gen_loss: -0.36641842 MI_loss: 22.299587 Detection error: 0.009782791137695312 time: 11:42:56.347750
- B/E: 41 / 282 , Gen_loss: -0.35350046 MI_loss: 21.362356 Detection error: 0.009780526161193848 time: 11:42:57.253817
- B/E: 42 / 282 , Gen_loss: -0.36438012 MI_loss: 22.243944 Detection error: 0.009776175022125244 time: 11:42:58.152691
- B/E: 43 / 282 , Gen_loss: -0.35474938 MI_loss: 21.370537 Detection error: 0.009776294231414795 time: 11:42:58.982434
- B/E: 44 / 282 , Gen_loss: -0.35726136 MI_loss: 21.798601 Detection error: 0.009793758392333984 time: 11:42:59.780838
- B/E: 45 / 282 , Gen_loss: -0.37158507 MI_loss: 22.444975 Detection error: 0.009801626205444336 time: 11:43:00.619113
- B/E: 46 / 282 , Gen_loss: -0.36170185 MI_loss: 21.9104 Detection error: 0.00981050729751587 time: 11:43:01.431462
- B/E: 47 / 282 , Gen_loss: -0.35759673 MI_loss: 21.737095 Detection error: 0.009815096855163574 time: 11:43:02.228304
- B/E: 48 / 282 , Gen_loss: -0.35256314 MI_loss: 21.348866 Detection error: 0.009823977947235107 time: 11:43:03.063898
- B/E: 49 / 282 , Gen_loss: -0.3609704 MI_loss: 21.929419 Detection error: 0.00984126329421997 time: 11:43:03.959807
- B/E: 50 / 282 , Gen_loss: -0.36727473 MI_loss: 22.29438 Detection error: 0.009841322898864746 time: 11:43:04.849611
- B/E: 51 / 282 , Gen_loss: -0.3562239 MI_loss: 21.824442 Detection error: 0.00983893871307373 time: 11:43:05.733076
- B/E: 52 / 282 , Gen_loss: -0.36404815 MI_loss: 22.082104 Detection error: 0.009829580783843994 time: 11:43:06.717197
- B/E: 53 / 282 , Gen_loss: -0.37152082 MI_loss: 22.485231 Detection error: 0.009848952293395996 time: 11:43:07.599803
- B/E: 54 / 282 , Gen_loss: -0.35112318 MI_loss: 21.257893 Detection error: 0.0098494291305542 time: 11:43:08.430263
- B/E: 55 / 282 , Gen_loss: -0.37056366 MI_loss: 22.508505 Detection error: 0.009830892086029053 time: 11:43:09.229438
- B/E: 56 / 282 , Gen_loss: -0.35224682 MI_loss: 21.196163 Detection error: 0.009814143180847168 time: 11:43:10.088287
- B/E: 57 / 282 , Gen_loss: -0.37053284 MI_loss: 22.59584 Detection error: 0.00981682538986206 time: 11:43:10.931194
- B/E: 58 / 282 , Gen_loss: -0.354039 MI_loss: 21.609692 Detection error: 0.009799778461456299 time: 11:43:11.738775
- B/E: 59 / 282 , Gen_loss: -0.3579393 MI_loss: 21.656445 Detection error: 0.00982135534286499 time: 11:43:12.547473
- B/E: 60 / 282 , Gen_loss: -0.36348763 MI_loss: 22.00145 Detection error: 0.009809434413909912 time: 11:43:13.354660
- B/E: 61 / 282 , Gen_loss: -0.3610821 MI_loss: 21.85368 Detection error: 0.009809494018554688 time: 11:43:14.247469
- B/E: 62 / 282 , Gen_loss: -0.3523893 MI_loss: 21.503557 Detection error: 0.009816944599151611 time: 11:43:15.107259
- B/E: 63 / 282 , Gen_loss: -0.36826143 MI_loss: 22.212269 Detection error: 0.009811997413635254 time: 11:43:15.879597
- B/E: 64 / 282 , Gen_loss: -0.37093574 MI_loss: 22.56908 Detection error: 0.009803354740142822 time: 11:43:16.651939
- B/E: 65 / 282 , Gen_loss: -0.35793918 MI_loss: 21.632599 Detection error: 0.009808242321014404 time: 11:43:17.433921
- B/E: 66 / 282 , Gen_loss: -0.36508718 MI_loss: 22.138594 Detection error: 0.00980830192565918 time: 11:43:18.215711
- B/E: 67 / 282 , Gen_loss: -0.36376795 MI_loss: 21.790262 Detection error: 0.009790003299713135 time: 11:43:18.998030
- B/E: 68 / 282 , Gen_loss: -0.35031763 MI_loss: 21.145168 Detection error: 0.0098038911819458 time: 11:43:19.893820
- B/E: 69 / 282 , Gen_loss: -0.3635803 MI_loss: 22.003746 Detection error: 0.00981295108795166 time: 11:43:20.670387
- B/E: 70 / 282 , Gen_loss: -0.37449914 MI_loss: 22.755331 Detection error: 0.009802401065826416 time: 11:43:21.463860
- B/E: 71 / 282 , Gen_loss: -0.35839668 MI_loss: 21.72213 Detection error: 0.009810328483581543 time: 11:43:22.277094
- B/E: 72 / 282 , Gen_loss: -0.35720024 MI_loss: 21.777409 Detection error: 0.009809494018554688 time: 11:43:23.080395
- B/E: 73 / 282 , Gen_loss: -0.35777798 MI_loss: 21.634747 Detection error: 0.009804487228393555 time: 11:43:23.950919
- B/E: 74 / 282 , Gen_loss: -0.36877826 MI_loss: 22.341911 Detection error: 0.0098000168800354 time: 11:43:24.837810
- B/E: 75 / 282 , Gen_loss: -0.35876134 MI_loss: 21.825245 Detection error: 0.009792745113372803 time: 11:43:25.722919
- B/E: 76 / 282 , Gen_loss: -0.36696365 MI_loss: 22.321636 Detection error: 0.009800314903259277 time: 11:43:26.612366
- B/E: 77 / 282 , Gen_loss: -0.3598509 MI_loss: 21.622734 Detection error: 0.009791672229766846 time: 11:43:27.495804
- B/E: 78 / 282 , Gen_loss: -0.36713544 MI_loss: 22.289463 Detection error: 0.00979071855545044 time: 11:43:28.381580
- B/E: 79 / 282 , Gen_loss: -0.36319616 MI_loss: 22.10583 Detection error: 0.009802758693695068 time: 11:43:29.275133
- B/E: 80 / 282 , Gen_loss: -0.37208503 MI_loss: 22.455738 Detection error: 0.009810209274291992 time: 11:43:30.163896
- B/E: 81 / 282 , Gen_loss: -0.35883945 MI_loss: 21.720062 Detection error: 0.009800314903259277 time: 11:43:30.956322
- B/E: 82 / 282 , Gen_loss: -0.3588538 MI_loss: 21.634842 Detection error: 0.009797453880310059 time: 11:43:31.788341
- B/E: 83 / 282 , Gen_loss: -0.3665537 MI_loss: 22.302723 Detection error: 0.00979834794998169 time: 11:43:32.589796
- B/E: 84 / 282 , Gen_loss: -0.3507313 MI_loss: 21.307816 Detection error: 0.009794116020202637 time: 11:43:33.475247
- B/E: 85 / 282 , Gen_loss: -0.36310577 MI_loss: 21.905024 Detection error: 0.00977945327758789 time: 11:43:34.282966
- B/E: 86 / 282 , Gen_loss: -0.36458403 MI_loss: 22.006367 Detection error: 0.009775161743164062 time: 11:43:35.086825
- B/E: 87 / 282 , Gen_loss: -0.3731368 MI_loss: 22.661781 Detection error: 0.009761393070220947 time: 11:43:35.887770
- B/E: 88 / 282 , Gen_loss: -0.36403444 MI_loss: 21.981201 Detection error: 0.0097542405128479 time: 11:43:36.674764
- B/E: 89 / 282 , Gen_loss: -0.3681461 MI_loss: 22.514214 Detection error: 0.009760439395904541 time: 11:43:37.621641
- B/E: 90 / 282 , Gen_loss: -0.36561885 MI_loss: 22.203106 Detection error: 0.009765088558197021 time: 11:43:38.505289
- B/E: 91 / 282 , Gen_loss: -0.35644865 MI_loss: 21.572683 Detection error: 0.009768366813659668 time: 11:43:39.388443
- B/E: 92 / 282 , Gen_loss: -0.3579466 MI_loss: 21.723236 Detection error: 0.009762108325958252 time: 11:43:40.274281
- B/E: 93 / 282 , Gen_loss: -0.35306013 MI_loss: 21.490963 Detection error: 0.009756326675415039 time: 11:43:41.155859
- B/E: 94 / 282 , Gen_loss: -0.35854658 MI_loss: 21.668253 Detection error: 0.009768068790435791 time: 11:43:42.040213
- B/E: 95 / 282 , Gen_loss: -0.3627672 MI_loss: 22.071095 Detection error: 0.009775698184967041 time: 11:43:42.922634
- B/E: 96 / 282 , Gen_loss: -0.3603961 MI_loss: 21.862202 Detection error: 0.009771883487701416 time: 11:43:43.809213
- B/E: 97 / 282 , Gen_loss: -0.36367905 MI_loss: 22.038136 Detection error: 0.009765923023223877 time: 11:43:44.698353
- B/E: 98 / 282 , Gen_loss: -0.36967406 MI_loss: 22.421095 Detection error: 0.00975412130355835 time: 11:43:45.583382
- B/E: 99 / 282 , Gen_loss: -0.36302495 MI_loss: 21.933575 Detection error: 0.009753108024597168 time: 11:43:46.469214
- B/E: 100 / 282 , Gen_loss: -0.36249778 MI_loss: 22.07161 Detection error: 0.009761452674865723 time: 11:43:47.446502
- B/E: 101 / 282 , Gen_loss: -0.3563441 MI_loss: 21.699856 Detection error: 0.00976407527923584 time: 11:43:48.331946
- B/E: 102 / 282 , Gen_loss: -0.3626576 MI_loss: 22.034716 Detection error: 0.00976485013961792 time: 11:43:49.217339
- B/E: 103 / 282 , Gen_loss: -0.3598759 MI_loss: 21.807896 Detection error: 0.009760797023773193 time: 11:43:50.099754
- B/E: 104 / 282 , Gen_loss: -0.3642727 MI_loss: 22.06653 Detection error: 0.009764909744262695 time: 11:43:50.987115
- B/E: 105 / 282 , Gen_loss: -0.36482704 MI_loss: 22.183895 Detection error: 0.009758830070495605 time: 11:43:51.869448
- B/E: 106 / 282 , Gen_loss: -0.36262777 MI_loss: 22.044939 Detection error: 0.009760797023773193 time: 11:43:52.752683
- B/E: 107 / 282 , Gen_loss: -0.36754617 MI_loss: 22.421333 Detection error: 0.009760141372680664 time: 11:43:53.639713
- B/E: 108 / 282 , Gen_loss: -0.3527875 MI_loss: 21.430204 Detection error: 0.009766340255737305 time: 11:43:54.527742
- B/E: 109 / 282 , Gen_loss: -0.35963058 MI_loss: 21.694149 Detection error: 0.009761393070220947 time: 11:43:55.411702
- B/E: 110 / 282 , Gen_loss: -0.3529133 MI_loss: 21.345932 Detection error: 0.009754776954650879 time: 11:43:56.294965
- B/E: 111 / 282 , Gen_loss: -0.36720395 MI_loss: 22.153862 Detection error: 0.009748339653015137 time: 11:43:57.189521
- B/E: 112 / 282 , Gen_loss: -0.3597689 MI_loss: 21.66182 Detection error: 0.00975024700164795 time: 11:43:58.076465
- B/E: 113 / 282 , Gen_loss: -0.36260113 MI_loss: 22.064499 Detection error: 0.009754955768585205 time: 11:43:58.959472
- B/E: 114 / 282 , Gen_loss: -0.36363074 MI_loss: 22.123213 Detection error: 0.00975733995437622 time: 11:43:59.853643
- B/E: 115 / 282 , Gen_loss: -0.37279615 MI_loss: 22.318928 Detection error: 0.009753227233886719 time: 11:44:00.735805
- B/E: 116 / 282 , Gen_loss: -0.3382188 MI_loss: 20.500753 Detection error: 0.009751617908477783 time: 11:44:01.704870
- B/E: 117 / 282 , Gen_loss: -0.3602244 MI_loss: 21.97116 Detection error: 0.009751081466674805 time: 11:44:02.591807
- B/E: 118 / 282 , Gen_loss: -0.36327112 MI_loss: 21.98991 Detection error: 0.009744465351104736 time: 11:44:03.473563
- B/E: 119 / 282 , Gen_loss: -0.3530042 MI_loss: 21.361588 Detection error: 0.009743213653564453 time: 11:44:04.363317
- B/E: 120 / 282 , Gen_loss: -0.36724138 MI_loss: 22.343857 Detection error: 0.009742021560668945 time: 11:44:05.270506
- B/E: 121 / 282 , Gen_loss: -0.35610652 MI_loss: 21.529215 Detection error: 0.009745895862579346 time: 11:44:06.153765
- B/E: 122 / 282 , Gen_loss: -0.36585563 MI_loss: 22.131502 Detection error: 0.009733259677886963 time: 11:44:07.032829
- B/E: 123 / 282 , Gen_loss: -0.3577167 MI_loss: 21.78769 Detection error: 0.00973135232925415 time: 11:44:07.917647
- B/E: 124 / 282 , Gen_loss: -0.35807517 MI_loss: 21.713955 Detection error: 0.009732484817504883 time: 11:44:08.797436
- B/E: 125 / 282 , Gen_loss: -0.3595126 MI_loss: 21.728294 Detection error: 0.009732365608215332 time: 11:44:09.677830
- B/E: 126 / 282 , Gen_loss: -0.36593452 MI_loss: 22.367115 Detection error: 0.009742379188537598 time: 11:44:10.566738
- B/E: 127 / 282 , Gen_loss: -0.35748744 MI_loss: 21.769543 Detection error: 0.009742677211761475 time: 11:44:11.454646
- B/E: 128 / 282 , Gen_loss: -0.35877204 MI_loss: 21.77298 Detection error: 0.00974661111831665 time: 11:44:12.340140
- B/E: 129 / 282 , Gen_loss: -0.36871663 MI_loss: 22.577374 Detection error: 0.009752392768859863 time: 11:44:13.253758
- B/E: 130 / 282 , Gen_loss: -0.36506218 MI_loss: 22.160772 Detection error: 0.009759306907653809 time: 11:44:14.140873
- B/E: 131 / 282 , Gen_loss: -0.35339028 MI_loss: 21.22975 Detection error: 0.009763002395629883 time: 11:44:15.024411
- B/E: 132 / 282 , Gen_loss: -0.361159 MI_loss: 21.825571 Detection error: 0.009762942790985107 time: 11:44:15.988663
- B/E: 133 / 282 , Gen_loss: -0.3578213 MI_loss: 21.811441 Detection error: 0.009765386581420898 time: 11:44:16.873117
- B/E: 134 / 282 , Gen_loss: -0.3646347 MI_loss: 22.274994 Detection error: 0.009772002696990967 time: 11:44:17.757307
- B/E: 135 / 282 , Gen_loss: -0.37231278 MI_loss: 22.506645 Detection error: 0.009767711162567139 time: 11:44:18.613785
- B/E: 136 / 282 , Gen_loss: -0.3623868 MI_loss: 21.944427 Detection error: 0.009773015975952148 time: 11:44:19.499339
- B/E: 137 / 282 , Gen_loss: -0.34961322 MI_loss: 21.306377 Detection error: 0.009776473045349121 time: 11:44:20.383015
- B/E: 138 / 282 , Gen_loss: -0.37151122 MI_loss: 22.523994 Detection error: 0.00977790355682373 time: 11:44:21.267880
- B/E: 139 / 282 , Gen_loss: -0.35521442 MI_loss: 21.38509 Detection error: 0.009781479835510254 time: 11:44:22.158692
- B/E: 140 / 282 , Gen_loss: -0.37184718 MI_loss: 22.511948 Detection error: 0.009780585765838623 time: 11:44:23.044760
- B/E: 141 / 282 , Gen_loss: -0.35587528 MI_loss: 21.536968 Detection error: 0.009776413440704346 time: 11:44:23.930564
- B/E: 142 / 282 , Gen_loss: -0.36018392 MI_loss: 21.942049 Detection error: 0.00977557897567749 time: 11:44:24.817136
- B/E: 143 / 282 , Gen_loss: -0.35586476 MI_loss: 21.505714 Detection error: 0.009773671627044678 time: 11:44:25.702728
- B/E: 144 / 282 , Gen_loss: -0.3572826 MI_loss: 21.718195 Detection error: 0.009785354137420654 time: 11:44:26.587049
- B/E: 145 / 282 , Gen_loss: -0.35202783 MI_loss: 21.24377 Detection error: 0.009792149066925049 time: 11:44:27.475277
- B/E: 146 / 282 , Gen_loss: -0.3621016 MI_loss: 21.808403 Detection error: 0.00979083776473999 time: 11:44:28.364541
- B/E: 147 / 282 , Gen_loss: -0.3649397 MI_loss: 22.11971 Detection error: 0.009793102741241455 time: 11:44:29.271570
- B/E: 148 / 282 , Gen_loss: -0.3502042 MI_loss: 20.989105 Detection error: 0.009794652462005615 time: 11:44:30.259855
- B/E: 149 / 282 , Gen_loss: -0.35958844 MI_loss: 21.996094 Detection error: 0.009799182415008545 time: 11:44:31.143055
-
- Test Loss: 10.256993 Test Error: 0.01066666841506958
- -----
- EPOCH: 283
- B/E: 0 / 283 , Gen_loss: -0.35480633 MI_loss: 21.540964 Detection error: 0.01006251573562622 time: 11:44:33.079102
- B/E: 1 / 283 , Gen_loss: -0.35856137 MI_loss: 21.794683 Detection error: 0.010203123092651367 time: 11:45:16.635961
- B/E: 2 / 283 , Gen_loss: -0.3581093 MI_loss: 21.678326 Detection error: 0.009635388851165771 time: 11:45:17.564707
- B/E: 3 / 283 , Gen_loss: -0.3581847 MI_loss: 21.65007 Detection error: 0.00960153341293335 time: 11:45:18.428837
- B/E: 4 / 283 , Gen_loss: -0.3618397 MI_loss: 21.997253 Detection error: 0.009687483310699463 time: 11:45:19.266016
- B/E: 5 / 283 , Gen_loss: -0.35331175 MI_loss: 21.527132 Detection error: 0.009734392166137695 time: 11:45:20.066002
- B/E: 6 / 283 , Gen_loss: -0.36024034 MI_loss: 21.869593 Detection error: 0.009781241416931152 time: 11:45:20.884706
- B/E: 7 / 283 , Gen_loss: -0.37335736 MI_loss: 22.572758 Detection error: 0.009835958480834961 time: 11:45:21.705838
- B/E: 8 / 283 , Gen_loss: -0.37182817 MI_loss: 22.455923 Detection error: 0.009763896465301514 time: 11:45:22.571181
- B/E: 9 / 283 , Gen_loss: -0.3600754 MI_loss: 21.844042 Detection error: 0.009753108024597168 time: 11:45:23.373317
- B/E: 10 / 283 , Gen_loss: -0.36557984 MI_loss: 22.177841 Detection error: 0.009752869606018066 time: 11:45:24.258887
- B/E: 11 / 283 , Gen_loss: -0.36443913 MI_loss: 22.108124 Detection error: 0.009796857833862305 time: 11:45:25.048045
- B/E: 12 / 283 , Gen_loss: -0.35242763 MI_loss: 21.322117 Detection error: 0.009810090065002441 time: 11:45:25.907484
- B/E: 13 / 283 , Gen_loss: -0.35867724 MI_loss: 21.645147 Detection error: 0.00982588529586792 time: 11:45:26.820015
- B/E: 14 / 283 , Gen_loss: -0.35599455 MI_loss: 21.560436 Detection error: 0.009806275367736816 time: 11:45:27.710954
- B/E: 15 / 283 , Gen_loss: -0.3579522 MI_loss: 21.621454 Detection error: 0.00981837511062622 time: 11:45:28.601455
- B/E: 16 / 283 , Gen_loss: -0.3663227 MI_loss: 22.162838 Detection error: 0.009794116020202637 time: 11:45:29.484451
- B/E: 17 / 283 , Gen_loss: -0.34860194 MI_loss: 21.146118 Detection error: 0.00975865125656128 time: 11:45:30.372387
- B/E: 18 / 283 , Gen_loss: -0.36210123 MI_loss: 22.104427 Detection error: 0.009730279445648193 time: 11:45:31.268708
- B/E: 19 / 283 , Gen_loss: -0.35446912 MI_loss: 21.79223 Detection error: 0.009737491607666016 time: 11:45:32.168215
- B/E: 20 / 283 , Gen_loss: -0.36357814 MI_loss: 22.07198 Detection error: 0.009785711765289307 time: 11:45:33.073851
- B/E: 21 / 283 , Gen_loss: -0.3481518 MI_loss: 21.2245 Detection error: 0.00978553295135498 time: 11:45:33.996281
- B/E: 22 / 283 , Gen_loss: -0.36913455 MI_loss: 22.28224 Detection error: 0.009759485721588135 time: 11:45:34.897334
- B/E: 23 / 283 , Gen_loss: -0.36309198 MI_loss: 21.911251 Detection error: 0.009769558906555176 time: 11:45:35.795220
- B/E: 24 / 283 , Gen_loss: -0.35817686 MI_loss: 21.610733 Detection error: 0.009761273860931396 time: 11:45:36.694904
- B/E: 25 / 283 , Gen_loss: -0.3511423 MI_loss: 21.266062 Detection error: 0.009778857231140137 time: 11:45:37.667512
- B/E: 26 / 283 , Gen_loss: -0.36373472 MI_loss: 22.10221 Detection error: 0.009831011295318604 time: 11:45:38.585978
- B/E: 27 / 283 , Gen_loss: -0.35234508 MI_loss: 21.52807 Detection error: 0.009834825992584229 time: 11:45:39.488243
- B/E: 28 / 283 , Gen_loss: -0.3628768 MI_loss: 22.12463 Detection error: 0.009827613830566406 time: 11:45:40.383433
- B/E: 29 / 283 , Gen_loss: -0.36192164 MI_loss: 22.028368 Detection error: 0.009836435317993164 time: 11:45:41.280946
- B/E: 30 / 283 , Gen_loss: -0.35511467 MI_loss: 21.504898 Detection error: 0.009830653667449951 time: 11:45:42.185209
- B/E: 31 / 283 , Gen_loss: -0.36267307 MI_loss: 21.948112 Detection error: 0.00980079174041748 time: 11:45:43.082134
- B/E: 32 / 283 , Gen_loss: -0.35677588 MI_loss: 21.738794 Detection error: 0.009823858737945557 time: 11:45:43.981780
- B/E: 33 / 283 , Gen_loss: -0.3546176 MI_loss: 21.332863 Detection error: 0.00978308916091919 time: 11:45:44.881315
- B/E: 34 / 283 , Gen_loss: -0.35743332 MI_loss: 21.673815 Detection error: 0.009783923625946045 time: 11:45:45.780918
- B/E: 35 / 283 , Gen_loss: -0.36210772 MI_loss: 22.011457 Detection error: 0.00975865125656128 time: 11:45:46.676963
- B/E: 36 / 283 , Gen_loss: -0.35591996 MI_loss: 21.620686 Detection error: 0.0097770094871521 time: 11:45:47.568562
- B/E: 37 / 283 , Gen_loss: -0.35528985 MI_loss: 21.440805 Detection error: 0.009768903255462646 time: 11:45:48.360720
- B/E: 38 / 283 , Gen_loss: -0.35116336 MI_loss: 21.287773 Detection error: 0.009791672229766846 time: 11:45:49.245041
- B/E: 39 / 283 , Gen_loss: -0.35907188 MI_loss: 21.566948 Detection error: 0.009771108627319336 time: 11:45:50.143838
- B/E: 40 / 283 , Gen_loss: -0.37256208 MI_loss: 22.605724 Detection error: 0.009770572185516357 time: 11:45:51.040413
- B/E: 41 / 283 , Gen_loss: -0.3602784 MI_loss: 21.931332 Detection error: 0.009773075580596924 time: 11:45:52.030074
- B/E: 42 / 283 , Gen_loss: -0.37010238 MI_loss: 22.419823 Detection error: 0.009767413139343262 time: 11:45:52.932237
- B/E: 43 / 283 , Gen_loss: -0.3695385 MI_loss: 22.411951 Detection error: 0.009773433208465576 time: 11:45:53.827421
- B/E: 44 / 283 , Gen_loss: -0.36052912 MI_loss: 21.925056 Detection error: 0.009772896766662598 time: 11:45:54.721511
- B/E: 45 / 283 , Gen_loss: -0.3615987 MI_loss: 21.969597 Detection error: 0.009790778160095215 time: 11:45:55.604508
- B/E: 46 / 283 , Gen_loss: -0.3543566 MI_loss: 21.460737 Detection error: 0.009797871112823486 time: 11:45:56.408595
- B/E: 47 / 283 , Gen_loss: -0.36282298 MI_loss: 21.911324 Detection error: 0.009804010391235352 time: 11:45:57.239301
- B/E: 48 / 283 , Gen_loss: -0.36679363 MI_loss: 22.205523 Detection error: 0.009812474250793457 time: 11:45:58.138076
- B/E: 49 / 283 , Gen_loss: -0.3490037 MI_loss: 21.20343 Detection error: 0.009815633296966553 time: 11:45:58.982148
- B/E: 50 / 283 , Gen_loss: -0.3481843 MI_loss: 21.096655 Detection error: 0.009823501110076904 time: 11:45:59.765359
- B/E: 51 / 283 , Gen_loss: -0.3573702 MI_loss: 21.600075 Detection error: 0.009823918342590332 time: 11:46:00.632755
- B/E: 52 / 283 , Gen_loss: -0.35681644 MI_loss: 21.669533 Detection error: 0.009818971157073975 time: 11:46:01.559733
- B/E: 53 / 283 , Gen_loss: -0.3491352 MI_loss: 21.168083 Detection error: 0.009833931922912598 time: 11:46:02.456642
- B/E: 54 / 283 , Gen_loss: -0.3585833 MI_loss: 21.832212 Detection error: 0.009838640689849854 time: 11:46:03.353795
- B/E: 55 / 283 , Gen_loss: -0.36075246 MI_loss: 21.800655 Detection error: 0.00982755422592163 time: 11:46:04.197053
- B/E: 56 / 283 , Gen_loss: -0.3510189 MI_loss: 21.24371 Detection error: 0.009805381298065186 time: 11:46:05.083561
- B/E: 57 / 283 , Gen_loss: -0.36724517 MI_loss: 22.27478 Detection error: 0.009799540042877197 time: 11:46:06.050148
- B/E: 58 / 283 , Gen_loss: -0.35801762 MI_loss: 21.6717 Detection error: 0.00978761911392212 time: 11:46:06.937942
- B/E: 59 / 283 , Gen_loss: -0.36493462 MI_loss: 22.113617 Detection error: 0.009805738925933838 time: 11:46:07.831388
- B/E: 60 / 283 , Gen_loss: -0.36029905 MI_loss: 21.851358 Detection error: 0.009798169136047363 time: 11:46:08.713266
- B/E: 61 / 283 , Gen_loss: -0.35705218 MI_loss: 21.824032 Detection error: 0.009803414344787598 time: 11:46:09.607141
- B/E: 62 / 283 , Gen_loss: -0.3704564 MI_loss: 22.53494 Detection error: 0.009805083274841309 time: 11:46:10.509694
- B/E: 63 / 283 , Gen_loss: -0.3621423 MI_loss: 22.058617 Detection error: 0.00980222225189209 time: 11:46:11.405804
- B/E: 64 / 283 , Gen_loss: -0.3627396 MI_loss: 22.034985 Detection error: 0.009793281555175781 time: 11:46:12.308785
- B/E: 65 / 283 , Gen_loss: -0.3626875 MI_loss: 21.90015 Detection error: 0.009795904159545898 time: 11:46:13.207391
- B/E: 66 / 283 , Gen_loss: -0.3645445 MI_loss: 22.10979 Detection error: 0.009791016578674316 time: 11:46:14.112038
- B/E: 67 / 283 , Gen_loss: -0.35389236 MI_loss: 21.422474 Detection error: 0.00978308916091919 time: 11:46:15.030320
- B/E: 68 / 283 , Gen_loss: -0.35400385 MI_loss: 21.416805 Detection error: 0.009791195392608643 time: 11:46:15.816774
- B/E: 69 / 283 , Gen_loss: -0.3604721 MI_loss: 21.828838 Detection error: 0.009801328182220459 time: 11:46:16.602107
- B/E: 70 / 283 , Gen_loss: -0.3616913 MI_loss: 21.884033 Detection error: 0.009796202182769775 time: 11:46:17.387510
- B/E: 71 / 283 , Gen_loss: -0.34990624 MI_loss: 21.246716 Detection error: 0.009800374507904053 time: 11:46:18.169510
- B/E: 72 / 283 , Gen_loss: -0.3586549 MI_loss: 21.68352 Detection error: 0.009800493717193604 time: 11:46:18.955942
- B/E: 73 / 283 , Gen_loss: -0.3647687 MI_loss: 22.032463 Detection error: 0.009793519973754883 time: 11:46:19.818636
- B/E: 74 / 283 , Gen_loss: -0.36203107 MI_loss: 22.03966 Detection error: 0.00979083776473999 time: 11:46:20.622652
- B/E: 75 / 283 , Gen_loss: -0.35666534 MI_loss: 21.75047 Detection error: 0.00978785753250122 time: 11:46:21.408261
- B/E: 76 / 283 , Gen_loss: -0.36382046 MI_loss: 21.888096 Detection error: 0.009787321090698242 time: 11:46:22.199209
- B/E: 77 / 283 , Gen_loss: -0.3551238 MI_loss: 21.571354 Detection error: 0.009787678718566895 time: 11:46:23.031226
- B/E: 78 / 283 , Gen_loss: -0.3641087 MI_loss: 22.011194 Detection error: 0.009778499603271484 time: 11:46:23.937882
- B/E: 79 / 283 , Gen_loss: -0.36281827 MI_loss: 22.02394 Detection error: 0.009792566299438477 time: 11:46:24.852506
- B/E: 80 / 283 , Gen_loss: -0.35036987 MI_loss: 21.305006 Detection error: 0.009799778461456299 time: 11:46:25.693797
- B/E: 81 / 283 , Gen_loss: -0.35502854 MI_loss: 21.458048 Detection error: 0.009791910648345947 time: 11:46:26.480410
- B/E: 82 / 283 , Gen_loss: -0.35033554 MI_loss: 21.206799 Detection error: 0.009795188903808594 time: 11:46:27.357735
- B/E: 83 / 283 , Gen_loss: -0.3628301 MI_loss: 21.971088 Detection error: 0.009791314601898193 time: 11:46:28.179178
- B/E: 84 / 283 , Gen_loss: -0.3529807 MI_loss: 21.35811 Detection error: 0.009791195392608643 time: 11:46:29.077410
- B/E: 85 / 283 , Gen_loss: -0.35953304 MI_loss: 21.826038 Detection error: 0.009773612022399902 time: 11:46:29.971486
- B/E: 86 / 283 , Gen_loss: -0.35714126 MI_loss: 21.827173 Detection error: 0.009772241115570068 time: 11:46:30.863141
- B/E: 87 / 283 , Gen_loss: -0.35916317 MI_loss: 21.641638 Detection error: 0.009752511978149414 time: 11:46:31.697696
- B/E: 88 / 283 , Gen_loss: -0.36145797 MI_loss: 22.05094 Detection error: 0.0097503662109375 time: 11:46:32.482482
- B/E: 89 / 283 , Gen_loss: -0.3600091 MI_loss: 21.90416 Detection error: 0.009759724140167236 time: 11:46:33.368617
- B/E: 90 / 283 , Gen_loss: -0.36209327 MI_loss: 21.897623 Detection error: 0.009758591651916504 time: 11:46:34.273939
- B/E: 91 / 283 , Gen_loss: -0.3501618 MI_loss: 21.191462 Detection error: 0.009759843349456787 time: 11:46:35.175380
- B/E: 92 / 283 , Gen_loss: -0.35547853 MI_loss: 21.560028 Detection error: 0.00975102186203003 time: 11:46:36.075200
- B/E: 93 / 283 , Gen_loss: -0.35717475 MI_loss: 21.891716 Detection error: 0.009752988815307617 time: 11:46:36.972131
- B/E: 94 / 283 , Gen_loss: -0.36608917 MI_loss: 22.298828 Detection error: 0.009763479232788086 time: 11:46:37.868349
- B/E: 95 / 283 , Gen_loss: -0.3551615 MI_loss: 21.675049 Detection error: 0.0097731351852417 time: 11:46:38.767070
- B/E: 96 / 283 , Gen_loss: -0.36753604 MI_loss: 22.396837 Detection error: 0.00976705551147461 time: 11:46:39.662165
- B/E: 97 / 283 , Gen_loss: -0.36070165 MI_loss: 21.812115 Detection error: 0.009766578674316406 time: 11:46:40.561950
- B/E: 98 / 283 , Gen_loss: -0.35719082 MI_loss: 21.443722 Detection error: 0.009756326675415039 time: 11:46:41.457969
- B/E: 99 / 283 , Gen_loss: -0.3593024 MI_loss: 21.72871 Detection error: 0.009754359722137451 time: 11:46:42.354687
- B/E: 100 / 283 , Gen_loss: -0.36727375 MI_loss: 22.267597 Detection error: 0.009753704071044922 time: 11:46:43.193900
- B/E: 101 / 283 , Gen_loss: -0.36108175 MI_loss: 21.925337 Detection error: 0.009757637977600098 time: 11:46:43.971843
- B/E: 102 / 283 , Gen_loss: -0.35746208 MI_loss: 21.576094 Detection error: 0.009760916233062744 time: 11:46:44.745415
- B/E: 103 / 283 , Gen_loss: -0.37093246 MI_loss: 22.391787 Detection error: 0.009757816791534424 time: 11:46:45.521277
- B/E: 104 / 283 , Gen_loss: -0.3619281 MI_loss: 21.931705 Detection error: 0.009757459163665771 time: 11:46:46.293246
- B/E: 105 / 283 , Gen_loss: -0.36201492 MI_loss: 21.972645 Detection error: 0.00975412130355835 time: 11:46:47.172391
- B/E: 106 / 283 , Gen_loss: -0.35027167 MI_loss: 21.244669 Detection error: 0.009759664535522461 time: 11:46:48.069903
- B/E: 107 / 283 , Gen_loss: -0.36990264 MI_loss: 22.432629 Detection error: 0.00976330041885376 time: 11:46:48.956368
- B/E: 108 / 283 , Gen_loss: -0.34946743 MI_loss: 21.184362 Detection error: 0.009763479232788086 time: 11:46:49.835949
- B/E: 109 / 283 , Gen_loss: -0.36357543 MI_loss: 22.092712 Detection error: 0.009760797023773193 time: 11:46:50.717295
- B/E: 110 / 283 , Gen_loss: -0.3563021 MI_loss: 21.390377 Detection error: 0.009755074977874756 time: 11:46:51.600676
- B/E: 111 / 283 , Gen_loss: -0.36265886 MI_loss: 21.948515 Detection error: 0.00974804162979126 time: 11:46:52.478577
- B/E: 112 / 283 , Gen_loss: -0.36350498 MI_loss: 22.014904 Detection error: 0.009746432304382324 time: 11:46:53.369808
- B/E: 113 / 283 , Gen_loss: -0.36382422 MI_loss: 22.06801 Detection error: 0.00975412130355835 time: 11:46:54.254212
- B/E: 114 / 283 , Gen_loss: -0.36061662 MI_loss: 21.91408 Detection error: 0.00975269079208374 time: 11:46:55.115345
- B/E: 115 / 283 , Gen_loss: -0.37465003 MI_loss: 22.624249 Detection error: 0.009752154350280762 time: 11:46:55.997418
- B/E: 116 / 283 , Gen_loss: -0.36286694 MI_loss: 22.133266 Detection error: 0.009747862815856934 time: 11:46:56.908870
- B/E: 117 / 283 , Gen_loss: -0.3521729 MI_loss: 21.372831 Detection error: 0.009745240211486816 time: 11:46:57.798029
- B/E: 118 / 283 , Gen_loss: -0.35550842 MI_loss: 21.565132 Detection error: 0.009745776653289795 time: 11:46:58.680663
- B/E: 119 / 283 , Gen_loss: -0.36373374 MI_loss: 22.032038 Detection error: 0.009736478328704834 time: 11:46:59.563987
- B/E: 120 / 283 , Gen_loss: -0.3596552 MI_loss: 21.898628 Detection error: 0.009739696979522705 time: 11:47:00.448088
- B/E: 121 / 283 , Gen_loss: -0.35262164 MI_loss: 21.423489 Detection error: 0.009743332862854004 time: 11:47:01.405899
- B/E: 122 / 283 , Gen_loss: -0.37028646 MI_loss: 22.447264 Detection error: 0.009732484817504883 time: 11:47:02.311935
- B/E: 123 / 283 , Gen_loss: -0.36061743 MI_loss: 21.867172 Detection error: 0.009729087352752686 time: 11:47:03.195397
- B/E: 124 / 283 , Gen_loss: -0.3525661 MI_loss: 21.385654 Detection error: 0.009730756282806396 time: 11:47:04.084488
- B/E: 125 / 283 , Gen_loss: -0.36348933 MI_loss: 21.920238 Detection error: 0.009730398654937744 time: 11:47:04.972006
- B/E: 126 / 283 , Gen_loss: -0.35535088 MI_loss: 21.624065 Detection error: 0.009741902351379395 time: 11:47:05.857712
- B/E: 127 / 283 , Gen_loss: -0.35889226 MI_loss: 21.886469 Detection error: 0.009743154048919678 time: 11:47:06.740258
- B/E: 128 / 283 , Gen_loss: -0.3467485 MI_loss: 21.139923 Detection error: 0.009746849536895752 time: 11:47:07.621060
- B/E: 129 / 283 , Gen_loss: -0.35546124 MI_loss: 21.682692 Detection error: 0.009750723838806152 time: 11:47:08.505425
- B/E: 130 / 283 , Gen_loss: -0.36297 MI_loss: 21.836739 Detection error: 0.009761452674865723 time: 11:47:09.387989
- B/E: 131 / 283 , Gen_loss: -0.36968264 MI_loss: 22.257929 Detection error: 0.009763956069946289 time: 11:47:10.267128
- B/E: 132 / 283 , Gen_loss: -0.36464962 MI_loss: 22.015547 Detection error: 0.009761035442352295 time: 11:47:11.148597
- B/E: 133 / 283 , Gen_loss: -0.36041358 MI_loss: 21.8325 Detection error: 0.009760499000549316 time: 11:47:12.033669
- B/E: 134 / 283 , Gen_loss: -0.35765398 MI_loss: 21.94619 Detection error: 0.009769678115844727 time: 11:47:12.914848
- B/E: 135 / 283 , Gen_loss: -0.35715944 MI_loss: 21.585266 Detection error: 0.009771168231964111 time: 11:47:13.799609
- B/E: 136 / 283 , Gen_loss: -0.35399744 MI_loss: 21.50822 Detection error: 0.009772121906280518 time: 11:47:14.682523
- B/E: 137 / 283 , Gen_loss: -0.35730773 MI_loss: 21.695543 Detection error: 0.009771287441253662 time: 11:47:15.660773
- B/E: 138 / 283 , Gen_loss: -0.35692328 MI_loss: 21.7154 Detection error: 0.009777426719665527 time: 11:47:16.550416
- B/E: 139 / 283 , Gen_loss: -0.3618364 MI_loss: 21.896383 Detection error: 0.009782791137695312 time: 11:47:17.433282
- B/E: 140 / 283 , Gen_loss: -0.35396743 MI_loss: 21.49871 Detection error: 0.009782135486602783 time: 11:47:18.320185
- B/E: 141 / 283 , Gen_loss: -0.3623366 MI_loss: 21.927189 Detection error: 0.009777307510375977 time: 11:47:19.210553
- B/E: 142 / 283 , Gen_loss: -0.35406595 MI_loss: 21.415783 Detection error: 0.009779512882232666 time: 11:47:20.094671
- B/E: 143 / 283 , Gen_loss: -0.36453208 MI_loss: 22.050642 Detection error: 0.009774506092071533 time: 11:47:20.987124
- B/E: 144 / 283 , Gen_loss: -0.35433978 MI_loss: 21.468067 Detection error: 0.00978386402130127 time: 11:47:21.876555
- B/E: 145 / 283 , Gen_loss: -0.36165488 MI_loss: 21.808205 Detection error: 0.009788334369659424 time: 11:47:22.762599
- B/E: 146 / 283 , Gen_loss: -0.34583372 MI_loss: 20.935904 Detection error: 0.00978761911392212 time: 11:47:23.648933
- B/E: 147 / 283 , Gen_loss: -0.35333017 MI_loss: 21.423649 Detection error: 0.009790956974029541 time: 11:47:24.534153
- B/E: 148 / 283 , Gen_loss: -0.35696432 MI_loss: 21.60992 Detection error: 0.009792983531951904 time: 11:47:25.418092
- B/E: 149 / 283 , Gen_loss: -0.36230943 MI_loss: 22.124666 Detection error: 0.009799778461456299 time: 11:47:26.298613
-
- Test Loss: 10.260897 Test Error: 0.010599970817565918
- -----
- EPOCH: 284
- B/E: 0 / 284 , Gen_loss: -0.3643759 MI_loss: 22.140217 Detection error: 0.010406255722045898 time: 11:47:28.226372
- B/E: 1 / 284 , Gen_loss: -0.35215235 MI_loss: 21.343582 Detection error: 0.010359346866607666 time: 11:48:10.238708
- B/E: 2 / 284 , Gen_loss: -0.3607931 MI_loss: 21.82463 Detection error: 0.00970834493637085 time: 11:48:11.149393
- B/E: 3 / 284 , Gen_loss: -0.35510588 MI_loss: 21.56728 Detection error: 0.00963282585144043 time: 11:48:11.934234
- B/E: 4 / 284 , Gen_loss: -0.3563579 MI_loss: 21.767101 Detection error: 0.009625017642974854 time: 11:48:12.719855
- B/E: 5 / 284 , Gen_loss: -0.35261196 MI_loss: 21.493353 Detection error: 0.009744763374328613 time: 11:48:13.503139
- B/E: 6 / 284 , Gen_loss: -0.36074123 MI_loss: 21.932245 Detection error: 0.009794652462005615 time: 11:48:14.278021
- B/E: 7 / 284 , Gen_loss: -0.3671172 MI_loss: 22.24418 Detection error: 0.00986325740814209 time: 11:48:15.051450
- B/E: 8 / 284 , Gen_loss: -0.35871688 MI_loss: 21.770798 Detection error: 0.009774327278137207 time: 11:48:15.824030
- B/E: 9 / 284 , Gen_loss: -0.35523733 MI_loss: 21.6121 Detection error: 0.009793758392333984 time: 11:48:16.597151
- B/E: 10 / 284 , Gen_loss: -0.3623813 MI_loss: 21.937565 Detection error: 0.00976705551147461 time: 11:48:17.485162
- B/E: 11 / 284 , Gen_loss: -0.35433763 MI_loss: 21.395721 Detection error: 0.009781241416931152 time: 11:48:18.368269
- B/E: 12 / 284 , Gen_loss: -0.3602709 MI_loss: 21.668428 Detection error: 0.009860575199127197 time: 11:48:19.252016
- B/E: 13 / 284 , Gen_loss: -0.3691075 MI_loss: 22.295376 Detection error: 0.009832561016082764 time: 11:48:20.140229
- B/E: 14 / 284 , Gen_loss: -0.35817778 MI_loss: 21.663929 Detection error: 0.009797930717468262 time: 11:48:21.027849
- B/E: 15 / 284 , Gen_loss: -0.35862365 MI_loss: 21.573328 Detection error: 0.009828150272369385 time: 11:48:21.914051
- B/E: 16 / 284 , Gen_loss: -0.3631069 MI_loss: 21.852615 Detection error: 0.009805142879486084 time: 11:48:22.823338
- B/E: 17 / 284 , Gen_loss: -0.35786694 MI_loss: 21.80196 Detection error: 0.009796857833862305 time: 11:48:23.710110
- B/E: 18 / 284 , Gen_loss: -0.3524606 MI_loss: 21.32351 Detection error: 0.009753286838531494 time: 11:48:24.691155
- B/E: 19 / 284 , Gen_loss: -0.35140446 MI_loss: 21.322908 Detection error: 0.009774982929229736 time: 11:48:25.582898
- B/E: 20 / 284 , Gen_loss: -0.36576763 MI_loss: 22.112432 Detection error: 0.009809494018554688 time: 11:48:26.474046
- B/E: 21 / 284 , Gen_loss: -0.34956256 MI_loss: 21.16597 Detection error: 0.009805381298065186 time: 11:48:27.399747
- B/E: 22 / 284 , Gen_loss: -0.36453596 MI_loss: 22.03799 Detection error: 0.009782612323760986 time: 11:48:28.292680
- B/E: 23 / 284 , Gen_loss: -0.3628122 MI_loss: 21.983448 Detection error: 0.009769558906555176 time: 11:48:29.177231
- B/E: 24 / 284 , Gen_loss: -0.35976925 MI_loss: 21.76866 Detection error: 0.00977998971939087 time: 11:48:30.060124
- B/E: 25 / 284 , Gen_loss: -0.35367492 MI_loss: 21.281696 Detection error: 0.009807705879211426 time: 11:48:30.941465
- B/E: 26 / 284 , Gen_loss: -0.35902122 MI_loss: 21.862034 Detection error: 0.009846091270446777 time: 11:48:31.814593
- B/E: 27 / 284 , Gen_loss: -0.36748296 MI_loss: 22.443436 Detection error: 0.00985044240951538 time: 11:48:32.741277
- B/E: 28 / 284 , Gen_loss: -0.3565869 MI_loss: 21.51607 Detection error: 0.009854555130004883 time: 11:48:33.611374
- B/E: 29 / 284 , Gen_loss: -0.3610564 MI_loss: 21.839182 Detection error: 0.009852111339569092 time: 11:48:34.486087
- B/E: 30 / 284 , Gen_loss: -0.35977465 MI_loss: 21.661325 Detection error: 0.009843766689300537 time: 11:48:35.387036
- B/E: 31 / 284 , Gen_loss: -0.36185476 MI_loss: 22.010277 Detection error: 0.009813487529754639 time: 11:48:36.378098
- B/E: 32 / 284 , Gen_loss: -0.35486665 MI_loss: 21.736328 Detection error: 0.00982290506362915 time: 11:48:37.170479
- B/E: 33 / 284 , Gen_loss: -0.3602829 MI_loss: 21.778252 Detection error: 0.009807884693145752 time: 11:48:37.997148
- B/E: 34 / 284 , Gen_loss: -0.3559879 MI_loss: 21.662958 Detection error: 0.009792864322662354 time: 11:48:38.778109
- B/E: 35 / 284 , Gen_loss: -0.35019252 MI_loss: 21.208838 Detection error: 0.009797751903533936 time: 11:48:39.616433
- B/E: 36 / 284 , Gen_loss: -0.35939837 MI_loss: 21.77867 Detection error: 0.00978630781173706 time: 11:48:40.432942
- B/E: 37 / 284 , Gen_loss: -0.36881214 MI_loss: 22.403898 Detection error: 0.009777963161468506 time: 11:48:41.340739
- B/E: 38 / 284 , Gen_loss: -0.35457966 MI_loss: 21.468855 Detection error: 0.00980287790298462 time: 11:48:42.238593
- B/E: 39 / 284 , Gen_loss: -0.3662609 MI_loss: 22.01121 Detection error: 0.00980234146118164 time: 11:48:43.136674
- B/E: 40 / 284 , Gen_loss: -0.3514416 MI_loss: 21.159618 Detection error: 0.009784281253814697 time: 11:48:44.034187
- B/E: 41 / 284 , Gen_loss: -0.36652273 MI_loss: 22.134315 Detection error: 0.009776771068572998 time: 11:48:44.892543
- B/E: 42 / 284 , Gen_loss: -0.34941962 MI_loss: 21.133934 Detection error: 0.009783446788787842 time: 11:48:45.791210
- B/E: 43 / 284 , Gen_loss: -0.36068305 MI_loss: 21.703476 Detection error: 0.009788334369659424 time: 11:48:46.684208
- B/E: 44 / 284 , Gen_loss: -0.35839054 MI_loss: 21.744726 Detection error: 0.009791672229766846 time: 11:48:47.581794
- B/E: 45 / 284 , Gen_loss: -0.35829687 MI_loss: 21.770103 Detection error: 0.009801626205444336 time: 11:48:48.491716
- B/E: 46 / 284 , Gen_loss: -0.3598802 MI_loss: 21.805107 Detection error: 0.00981050729751587 time: 11:48:49.382824
- B/E: 47 / 284 , Gen_loss: -0.359739 MI_loss: 21.686745 Detection error: 0.009812474250793457 time: 11:48:50.283215
- B/E: 48 / 284 , Gen_loss: -0.36106512 MI_loss: 21.877497 Detection error: 0.009830355644226074 time: 11:48:51.226429
- B/E: 49 / 284 , Gen_loss: -0.3627787 MI_loss: 21.913343 Detection error: 0.009831249713897705 time: 11:48:52.078908
- B/E: 50 / 284 , Gen_loss: -0.35726658 MI_loss: 21.837244 Detection error: 0.009835779666900635 time: 11:48:52.861631
- B/E: 51 / 284 , Gen_loss: -0.35614106 MI_loss: 21.573935 Detection error: 0.00983893871307373 time: 11:48:53.668059
- B/E: 52 / 284 , Gen_loss: -0.36657077 MI_loss: 22.198566 Detection error: 0.009833157062530518 time: 11:48:54.550068
- B/E: 53 / 284 , Gen_loss: -0.36066484 MI_loss: 21.841099 Detection error: 0.009846627712249756 time: 11:48:55.445388
- B/E: 54 / 284 , Gen_loss: -0.36009824 MI_loss: 21.802853 Detection error: 0.009848296642303467 time: 11:48:56.345297
- B/E: 55 / 284 , Gen_loss: -0.36368927 MI_loss: 21.977955 Detection error: 0.009829819202423096 time: 11:48:57.240615
- B/E: 56 / 284 , Gen_loss: -0.36046392 MI_loss: 21.721018 Detection error: 0.009820163249969482 time: 11:48:58.140045
- B/E: 57 / 284 , Gen_loss: -0.37021422 MI_loss: 22.44939 Detection error: 0.009814143180847168 time: 11:48:59.070818
- B/E: 58 / 284 , Gen_loss: -0.35718325 MI_loss: 21.694004 Detection error: 0.009804010391235352 time: 11:48:59.922976
- B/E: 59 / 284 , Gen_loss: -0.35355783 MI_loss: 21.531275 Detection error: 0.009816646575927734 time: 11:49:00.818876
- B/E: 60 / 284 , Gen_loss: -0.36369368 MI_loss: 22.013977 Detection error: 0.009806334972381592 time: 11:49:01.718776
- B/E: 61 / 284 , Gen_loss: -0.3505113 MI_loss: 21.24568 Detection error: 0.009810984134674072 time: 11:49:02.614396
- B/E: 62 / 284 , Gen_loss: -0.3650504 MI_loss: 22.068535 Detection error: 0.009814977645874023 time: 11:49:03.515203
- B/E: 63 / 284 , Gen_loss: -0.36227098 MI_loss: 21.887012 Detection error: 0.009813487529754639 time: 11:49:04.533868
- B/E: 64 / 284 , Gen_loss: -0.37584725 MI_loss: 22.83406 Detection error: 0.009809613227844238 time: 11:49:05.433061
- B/E: 65 / 284 , Gen_loss: -0.35977572 MI_loss: 21.573448 Detection error: 0.009806334972381592 time: 11:49:06.328407
- B/E: 66 / 284 , Gen_loss: -0.36581576 MI_loss: 22.1675 Detection error: 0.009803175926208496 time: 11:49:07.229182
- B/E: 67 / 284 , Gen_loss: -0.35615852 MI_loss: 21.525276 Detection error: 0.009795010089874268 time: 11:49:08.126677
- B/E: 68 / 284 , Gen_loss: -0.35456383 MI_loss: 21.453228 Detection error: 0.009804368019104004 time: 11:49:08.945129
- B/E: 69 / 284 , Gen_loss: -0.36250886 MI_loss: 22.035894 Detection error: 0.00981515645980835 time: 11:49:09.828734
- B/E: 70 / 284 , Gen_loss: -0.3612527 MI_loss: 21.767685 Detection error: 0.009809434413909912 time: 11:49:10.709229
- B/E: 71 / 284 , Gen_loss: -0.34723076 MI_loss: 20.969957 Detection error: 0.009811639785766602 time: 11:49:11.595361
- B/E: 72 / 284 , Gen_loss: -0.35788354 MI_loss: 21.774418 Detection error: 0.009813368320465088 time: 11:49:12.488825
- B/E: 73 / 284 , Gen_loss: -0.36975408 MI_loss: 22.499569 Detection error: 0.009802758693695068 time: 11:49:13.390916
- B/E: 74 / 284 , Gen_loss: -0.37220943 MI_loss: 22.520561 Detection error: 0.0098000168800354 time: 11:49:14.288167
- B/E: 75 / 284 , Gen_loss: -0.34864545 MI_loss: 21.073786 Detection error: 0.00979524850845337 time: 11:49:15.185444
- B/E: 76 / 284 , Gen_loss: -0.36884257 MI_loss: 22.453466 Detection error: 0.009795844554901123 time: 11:49:16.088231
- B/E: 77 / 284 , Gen_loss: -0.36472723 MI_loss: 22.071943 Detection error: 0.009801685810089111 time: 11:49:16.989274
- B/E: 78 / 284 , Gen_loss: -0.35203588 MI_loss: 21.287506 Detection error: 0.00979071855545044 time: 11:49:17.890778
- B/E: 79 / 284 , Gen_loss: -0.35562044 MI_loss: 21.50887 Detection error: 0.009803533554077148 time: 11:49:18.879929
- B/E: 80 / 284 , Gen_loss: -0.3603204 MI_loss: 21.908863 Detection error: 0.009812474250793457 time: 11:49:19.790285
- B/E: 81 / 284 , Gen_loss: -0.35545278 MI_loss: 21.331615 Detection error: 0.009807169437408447 time: 11:49:20.689478
- B/E: 82 / 284 , Gen_loss: -0.36659315 MI_loss: 22.18279 Detection error: 0.009798943996429443 time: 11:49:21.601212
- B/E: 83 / 284 , Gen_loss: -0.36071774 MI_loss: 21.884233 Detection error: 0.009804308414459229 time: 11:49:22.500304
- B/E: 84 / 284 , Gen_loss: -0.3473123 MI_loss: 21.05386 Detection error: 0.0098000168800354 time: 11:49:23.401004
- B/E: 85 / 284 , Gen_loss: -0.36591437 MI_loss: 22.056187 Detection error: 0.009777963161468506 time: 11:49:24.305641
- B/E: 86 / 284 , Gen_loss: -0.35840985 MI_loss: 21.77998 Detection error: 0.009777665138244629 time: 11:49:25.204551
- B/E: 87 / 284 , Gen_loss: -0.36952373 MI_loss: 22.25269 Detection error: 0.00976032018661499 time: 11:49:26.102796
- B/E: 88 / 284 , Gen_loss: -0.3509709 MI_loss: 21.325115 Detection error: 0.009755969047546387 time: 11:49:26.987397
- B/E: 89 / 284 , Gen_loss: -0.3564856 MI_loss: 21.635818 Detection error: 0.009768068790435791 time: 11:49:27.883855
- B/E: 90 / 284 , Gen_loss: -0.35932317 MI_loss: 21.66996 Detection error: 0.009767532348632812 time: 11:49:28.783913
- B/E: 91 / 284 , Gen_loss: -0.35968265 MI_loss: 21.746468 Detection error: 0.009767651557922363 time: 11:49:29.684785
- B/E: 92 / 284 , Gen_loss: -0.35426524 MI_loss: 21.422462 Detection error: 0.009758412837982178 time: 11:49:30.584633
- B/E: 93 / 284 , Gen_loss: -0.36444923 MI_loss: 22.062471 Detection error: 0.009754657745361328 time: 11:49:31.483279
- B/E: 94 / 284 , Gen_loss: -0.364477 MI_loss: 22.249748 Detection error: 0.009766757488250732 time: 11:49:32.379387
- B/E: 95 / 284 , Gen_loss: -0.35574937 MI_loss: 21.595509 Detection error: 0.009776711463928223 time: 11:49:33.351455
- B/E: 96 / 284 , Gen_loss: -0.35509273 MI_loss: 21.516773 Detection error: 0.00977545976638794 time: 11:49:34.245497
- B/E: 97 / 284 , Gen_loss: -0.3658332 MI_loss: 22.153988 Detection error: 0.009766876697540283 time: 11:49:35.140484
- B/E: 98 / 284 , Gen_loss: -0.35232264 MI_loss: 21.310085 Detection error: 0.009754419326782227 time: 11:49:36.050678
- B/E: 99 / 284 , Gen_loss: -0.36849603 MI_loss: 22.211239 Detection error: 0.009757816791534424 time: 11:49:36.871684
- B/E: 100 / 284 , Gen_loss: -0.35815763 MI_loss: 21.745308 Detection error: 0.00976020097732544 time: 11:49:37.781729
- B/E: 101 / 284 , Gen_loss: -0.35506678 MI_loss: 21.508732 Detection error: 0.00976473093032837 time: 11:49:38.675663
- B/E: 102 / 284 , Gen_loss: -0.35271657 MI_loss: 21.47646 Detection error: 0.009763956069946289 time: 11:49:39.575171
- B/E: 103 / 284 , Gen_loss: -0.36594355 MI_loss: 22.209612 Detection error: 0.00976109504699707 time: 11:49:40.506697
- B/E: 104 / 284 , Gen_loss: -0.36257103 MI_loss: 21.969254 Detection error: 0.009763717651367188 time: 11:49:41.404965
- B/E: 105 / 284 , Gen_loss: -0.34621048 MI_loss: 20.909698 Detection error: 0.009764432907104492 time: 11:49:42.303216
- B/E: 106 / 284 , Gen_loss: -0.3608026 MI_loss: 21.757921 Detection error: 0.009765207767486572 time: 11:49:43.121128
- B/E: 107 / 284 , Gen_loss: -0.35852057 MI_loss: 21.63526 Detection error: 0.009766221046447754 time: 11:49:43.962187
- B/E: 108 / 284 , Gen_loss: -0.36618045 MI_loss: 22.13898 Detection error: 0.009766936302185059 time: 11:49:44.872945
- B/E: 109 / 284 , Gen_loss: -0.36289695 MI_loss: 22.057533 Detection error: 0.009759962558746338 time: 11:49:45.792673
- B/E: 110 / 284 , Gen_loss: -0.3576889 MI_loss: 21.71114 Detection error: 0.009753942489624023 time: 11:49:46.615500
- B/E: 111 / 284 , Gen_loss: -0.35970366 MI_loss: 21.815248 Detection error: 0.009752213954925537 time: 11:49:47.507607
- B/E: 112 / 284 , Gen_loss: -0.3660399 MI_loss: 22.181162 Detection error: 0.00974971055984497 time: 11:49:48.287320
- B/E: 113 / 284 , Gen_loss: -0.3592194 MI_loss: 21.91922 Detection error: 0.009759068489074707 time: 11:49:49.069340
- B/E: 114 / 284 , Gen_loss: -0.35192466 MI_loss: 21.303566 Detection error: 0.009760856628417969 time: 11:49:49.838578
- B/E: 115 / 284 , Gen_loss: -0.3677252 MI_loss: 22.088915 Detection error: 0.009752988815307617 time: 11:49:50.623918
- B/E: 116 / 284 , Gen_loss: -0.3586815 MI_loss: 21.68802 Detection error: 0.009750783443450928 time: 11:49:51.407520
- B/E: 117 / 284 , Gen_loss: -0.35256803 MI_loss: 21.342987 Detection error: 0.009752094745635986 time: 11:49:52.193548
- B/E: 118 / 284 , Gen_loss: -0.35701928 MI_loss: 21.462904 Detection error: 0.009747624397277832 time: 11:49:53.070189
- B/E: 119 / 284 , Gen_loss: -0.36640018 MI_loss: 22.28114 Detection error: 0.009740889072418213 time: 11:49:53.970563
- B/E: 120 / 284 , Gen_loss: -0.36627254 MI_loss: 22.207384 Detection error: 0.009739398956298828 time: 11:49:54.871683
- B/E: 121 / 284 , Gen_loss: -0.3565472 MI_loss: 21.614756 Detection error: 0.009742558002471924 time: 11:49:55.765225
- B/E: 122 / 284 , Gen_loss: -0.3625294 MI_loss: 21.971258 Detection error: 0.009739577770233154 time: 11:49:56.657571
- B/E: 123 / 284 , Gen_loss: -0.36161822 MI_loss: 21.817865 Detection error: 0.009736120700836182 time: 11:49:57.556628
- B/E: 124 / 284 , Gen_loss: -0.36915037 MI_loss: 22.419714 Detection error: 0.009736478328704834 time: 11:49:58.456634
- B/E: 125 / 284 , Gen_loss: -0.36502838 MI_loss: 22.029245 Detection error: 0.009735643863677979 time: 11:49:59.357083
- B/E: 126 / 284 , Gen_loss: -0.3610047 MI_loss: 22.093302 Detection error: 0.009743332862854004 time: 11:50:00.263208
- B/E: 127 / 284 , Gen_loss: -0.35385552 MI_loss: 21.579847 Detection error: 0.009746313095092773 time: 11:50:01.245474
- B/E: 128 / 284 , Gen_loss: -0.3568612 MI_loss: 21.563574 Detection error: 0.00975024700164795 time: 11:50:02.145745
- B/E: 129 / 284 , Gen_loss: -0.36334166 MI_loss: 21.979263 Detection error: 0.009756028652191162 time: 11:50:03.048731
- B/E: 130 / 284 , Gen_loss: -0.36020294 MI_loss: 21.919483 Detection error: 0.009763836860656738 time: 11:50:03.945342
- B/E: 131 / 284 , Gen_loss: -0.36137778 MI_loss: 21.770462 Detection error: 0.009763717651367188 time: 11:50:04.843306
- B/E: 132 / 284 , Gen_loss: -0.3653184 MI_loss: 22.12167 Detection error: 0.009763836860656738 time: 11:50:05.749112
- B/E: 133 / 284 , Gen_loss: -0.35903555 MI_loss: 21.800842 Detection error: 0.009766578674316406 time: 11:50:06.646032
- B/E: 134 / 284 , Gen_loss: -0.35453954 MI_loss: 21.69448 Detection error: 0.00977247953414917 time: 11:50:07.544374
- B/E: 135 / 284 , Gen_loss: -0.35677287 MI_loss: 21.569044 Detection error: 0.009774565696716309 time: 11:50:08.444824
- B/E: 136 / 284 , Gen_loss: -0.3572213 MI_loss: 21.667675 Detection error: 0.00977712869644165 time: 11:50:09.343647
- B/E: 137 / 284 , Gen_loss: -0.36212277 MI_loss: 22.054508 Detection error: 0.009776711463928223 time: 11:50:10.245494
- B/E: 138 / 284 , Gen_loss: -0.36514708 MI_loss: 22.191727 Detection error: 0.009779930114746094 time: 11:50:11.146022
- B/E: 139 / 284 , Gen_loss: -0.37449977 MI_loss: 22.813934 Detection error: 0.009783267974853516 time: 11:50:12.046963
- B/E: 140 / 284 , Gen_loss: -0.3588701 MI_loss: 21.90477 Detection error: 0.009786367416381836 time: 11:50:12.945471
- B/E: 141 / 284 , Gen_loss: -0.36355782 MI_loss: 21.844635 Detection error: 0.009780168533325195 time: 11:50:13.847657
- B/E: 142 / 284 , Gen_loss: -0.35968676 MI_loss: 21.805407 Detection error: 0.009781241416931152 time: 11:50:14.741207
- B/E: 143 / 284 , Gen_loss: -0.3741832 MI_loss: 22.573061 Detection error: 0.009778618812561035 time: 11:50:15.716647
- B/E: 144 / 284 , Gen_loss: -0.35738164 MI_loss: 21.609024 Detection error: 0.009788572788238525 time: 11:50:16.617596
- B/E: 145 / 284 , Gen_loss: -0.35426006 MI_loss: 21.509048 Detection error: 0.00979304313659668 time: 11:50:17.510525
- B/E: 146 / 284 , Gen_loss: -0.35896972 MI_loss: 21.65081 Detection error: 0.009790599346160889 time: 11:50:18.404496
- B/E: 147 / 284 , Gen_loss: -0.35989878 MI_loss: 21.8668 Detection error: 0.009791791439056396 time: 11:50:19.304344
- B/E: 148 / 284 , Gen_loss: -0.37204337 MI_loss: 22.536566 Detection error: 0.009795069694519043 time: 11:50:20.196641
- B/E: 149 / 284 , Gen_loss: -0.3469779 MI_loss: 20.988304 Detection error: 0.009801030158996582 time: 11:50:21.092521
-
- Test Loss: 10.258393 Test Error: 0.01064997911453247
- -----
- EPOCH: 285
- B/E: 0 / 285 , Gen_loss: -0.36606407 MI_loss: 22.385263 Detection error: 0.010343730449676514 time: 11:50:23.073111
- B/E: 1 / 285 , Gen_loss: -0.35454822 MI_loss: 21.506124 Detection error: 0.010312497615814209 time: 11:51:05.928188
- B/E: 2 / 285 , Gen_loss: -0.3616687 MI_loss: 21.938461 Detection error: 0.009739577770233154 time: 11:51:06.854322
- B/E: 3 / 285 , Gen_loss: -0.36381072 MI_loss: 22.118307 Detection error: 0.00963282585144043 time: 11:51:07.735878
- B/E: 4 / 285 , Gen_loss: -0.36867848 MI_loss: 22.380943 Detection error: 0.00963127613067627 time: 11:51:08.687910
- B/E: 5 / 285 , Gen_loss: -0.35864368 MI_loss: 21.798006 Detection error: 0.009734392166137695 time: 11:51:09.668449
- B/E: 6 / 285 , Gen_loss: -0.35169497 MI_loss: 21.373795 Detection error: 0.009794652462005615 time: 11:51:10.549549
- B/E: 7 / 285 , Gen_loss: -0.3760792 MI_loss: 22.630869 Detection error: 0.009765625 time: 11:51:11.432087
- B/E: 8 / 285 , Gen_loss: -0.37216035 MI_loss: 22.611244 Detection error: 0.009798586368560791 time: 11:51:12.312920
- B/E: 9 / 285 , Gen_loss: -0.35114473 MI_loss: 21.447033 Detection error: 0.00976872444152832 time: 11:51:13.194491
- B/E: 10 / 285 , Gen_loss: -0.36771157 MI_loss: 22.213808 Detection error: 0.009769856929779053 time: 11:51:14.075955
- B/E: 11 / 285 , Gen_loss: -0.35558182 MI_loss: 21.520218 Detection error: 0.009786486625671387 time: 11:51:14.955806
- B/E: 12 / 285 , Gen_loss: -0.36920515 MI_loss: 22.31445 Detection error: 0.00985574722290039 time: 11:51:15.823633
- B/E: 13 / 285 , Gen_loss: -0.36583185 MI_loss: 22.198473 Detection error: 0.009845972061157227 time: 11:51:16.614731
- B/E: 14 / 285 , Gen_loss: -0.36907107 MI_loss: 22.357864 Detection error: 0.009810388088226318 time: 11:51:17.513170
- B/E: 15 / 285 , Gen_loss: -0.35951236 MI_loss: 21.767603 Detection error: 0.009832024574279785 time: 11:51:18.393929
- B/E: 16 / 285 , Gen_loss: -0.361509 MI_loss: 21.68115 Detection error: 0.009790420532226562 time: 11:51:19.276389
- B/E: 17 / 285 , Gen_loss: -0.36505952 MI_loss: 22.2444 Detection error: 0.009793400764465332 time: 11:51:20.159509
- B/E: 18 / 285 , Gen_loss: -0.35561103 MI_loss: 21.445814 Detection error: 0.009728610515594482 time: 11:51:21.039310
- B/E: 19 / 285 , Gen_loss: -0.35146496 MI_loss: 21.337418 Detection error: 0.009743750095367432 time: 11:51:21.920758
- B/E: 20 / 285 , Gen_loss: -0.37124372 MI_loss: 22.420067 Detection error: 0.009787201881408691 time: 11:51:22.892170
- B/E: 21 / 285 , Gen_loss: -0.36519673 MI_loss: 22.244812 Detection error: 0.009819626808166504 time: 11:51:23.773698
- B/E: 22 / 285 , Gen_loss: -0.35521367 MI_loss: 21.296206 Detection error: 0.00977855920791626 time: 11:51:24.655484
- B/E: 23 / 285 , Gen_loss: -0.36685225 MI_loss: 22.16497 Detection error: 0.009781241416931152 time: 11:51:25.539388
- B/E: 24 / 285 , Gen_loss: -0.36680186 MI_loss: 22.20484 Detection error: 0.009765028953552246 time: 11:51:26.418409
- B/E: 25 / 285 , Gen_loss: -0.36510378 MI_loss: 22.152313 Detection error: 0.009804069995880127 time: 11:51:27.302421
- B/E: 26 / 285 , Gen_loss: -0.3553583 MI_loss: 21.693825 Detection error: 0.00984257459640503 time: 11:51:28.187682
- B/E: 27 / 285 , Gen_loss: -0.36279848 MI_loss: 22.010426 Detection error: 0.009832561016082764 time: 11:51:29.073290
- B/E: 28 / 285 , Gen_loss: -0.36443916 MI_loss: 22.335392 Detection error: 0.009846985340118408 time: 11:51:29.961894
- B/E: 29 / 285 , Gen_loss: -0.35413164 MI_loss: 21.64614 Detection error: 0.009860396385192871 time: 11:51:30.849809
- B/E: 30 / 285 , Gen_loss: -0.34864682 MI_loss: 21.254955 Detection error: 0.009850800037384033 time: 11:51:31.733019
- B/E: 31 / 285 , Gen_loss: -0.36350355 MI_loss: 21.95078 Detection error: 0.00981152057647705 time: 11:51:32.577250
- B/E: 32 / 285 , Gen_loss: -0.3639083 MI_loss: 22.200386 Detection error: 0.009827673435211182 time: 11:51:33.415801
- B/E: 33 / 285 , Gen_loss: -0.35167038 MI_loss: 21.369833 Detection error: 0.009806990623474121 time: 11:51:34.310613
- B/E: 34 / 285 , Gen_loss: -0.36145803 MI_loss: 21.835546 Detection error: 0.00981605052947998 time: 11:51:35.191125
- B/E: 35 / 285 , Gen_loss: -0.36312371 MI_loss: 21.879173 Detection error: 0.009795129299163818 time: 11:51:36.072028
- B/E: 36 / 285 , Gen_loss: -0.3612163 MI_loss: 21.805275 Detection error: 0.009797275066375732 time: 11:51:37.032650
- B/E: 37 / 285 , Gen_loss: -0.3618092 MI_loss: 21.837044 Detection error: 0.009794414043426514 time: 11:51:37.913563
- B/E: 38 / 285 , Gen_loss: -0.358527 MI_loss: 21.827623 Detection error: 0.00982213020324707 time: 11:51:38.797614
- B/E: 39 / 285 , Gen_loss: -0.35879904 MI_loss: 21.590363 Detection error: 0.009789824485778809 time: 11:51:39.678130
- B/E: 40 / 285 , Gen_loss: -0.3639949 MI_loss: 21.98423 Detection error: 0.009788095951080322 time: 11:51:40.557953
- B/E: 41 / 285 , Gen_loss: -0.3595344 MI_loss: 21.836027 Detection error: 0.009787201881408691 time: 11:51:41.441445
- B/E: 42 / 285 , Gen_loss: -0.36015856 MI_loss: 21.73499 Detection error: 0.00977468490600586 time: 11:51:42.331665
- B/E: 43 / 285 , Gen_loss: -0.35998714 MI_loss: 21.854141 Detection error: 0.00978761911392212 time: 11:51:43.212997
- B/E: 44 / 285 , Gen_loss: -0.3608972 MI_loss: 21.920347 Detection error: 0.009788870811462402 time: 11:51:44.105741
- B/E: 45 / 285 , Gen_loss: -0.37187305 MI_loss: 22.573812 Detection error: 0.00979548692703247 time: 11:51:45.013599
- B/E: 46 / 285 , Gen_loss: -0.35704783 MI_loss: 21.651875 Detection error: 0.009811162948608398 time: 11:51:45.836075
- B/E: 47 / 285 , Gen_loss: -0.36103344 MI_loss: 21.872768 Detection error: 0.009800136089324951 time: 11:51:46.668646
- B/E: 48 / 285 , Gen_loss: -0.36803633 MI_loss: 22.229895 Detection error: 0.009823322296142578 time: 11:51:47.551101
- B/E: 49 / 285 , Gen_loss: -0.3702409 MI_loss: 22.351412 Detection error: 0.009823143482208252 time: 11:51:48.434870
- B/E: 50 / 285 , Gen_loss: -0.35067865 MI_loss: 21.216154 Detection error: 0.00982600450515747 time: 11:51:49.319813
- B/E: 51 / 285 , Gen_loss: -0.34732917 MI_loss: 21.167473 Detection error: 0.00984257459640503 time: 11:51:50.224948
- B/E: 52 / 285 , Gen_loss: -0.3669838 MI_loss: 22.215769 Detection error: 0.009829580783843994 time: 11:51:51.209435
- B/E: 53 / 285 , Gen_loss: -0.36338386 MI_loss: 21.954588 Detection error: 0.009846627712249756 time: 11:51:52.093756
- B/E: 54 / 285 , Gen_loss: -0.351617 MI_loss: 21.194433 Detection error: 0.009848296642303467 time: 11:51:52.981652
- B/E: 55 / 285 , Gen_loss: -0.34920633 MI_loss: 21.06397 Detection error: 0.009824752807617188 time: 11:51:53.865790
- B/E: 56 / 285 , Gen_loss: -0.36656076 MI_loss: 22.101746 Detection error: 0.009808659553527832 time: 11:51:54.746072
- B/E: 57 / 285 , Gen_loss: -0.36365706 MI_loss: 21.955912 Detection error: 0.009806573390960693 time: 11:51:55.628980
- B/E: 58 / 285 , Gen_loss: -0.3548671 MI_loss: 21.499718 Detection error: 0.009797155857086182 time: 11:51:56.516700
- B/E: 59 / 285 , Gen_loss: -0.3643466 MI_loss: 22.047466 Detection error: 0.009808361530303955 time: 11:51:57.402547
- B/E: 60 / 285 , Gen_loss: -0.358812 MI_loss: 21.842274 Detection error: 0.009805858135223389 time: 11:51:58.288242
- B/E: 61 / 285 , Gen_loss: -0.3591209 MI_loss: 21.690817 Detection error: 0.009801924228668213 time: 11:51:59.118535
- B/E: 62 / 285 , Gen_loss: -0.36157492 MI_loss: 21.898277 Detection error: 0.00981050729751587 time: 11:51:59.897851
- B/E: 63 / 285 , Gen_loss: -0.3670048 MI_loss: 22.320953 Detection error: 0.009810030460357666 time: 11:52:00.669601
- B/E: 64 / 285 , Gen_loss: -0.37145042 MI_loss: 22.584503 Detection error: 0.009809613227844238 time: 11:52:01.443911
- B/E: 65 / 285 , Gen_loss: -0.36468816 MI_loss: 21.986092 Detection error: 0.009803533554077148 time: 11:52:02.318428
- B/E: 66 / 285 , Gen_loss: -0.37852675 MI_loss: 22.96774 Detection error: 0.00979989767074585 time: 11:52:03.206532
- B/E: 67 / 285 , Gen_loss: -0.3752778 MI_loss: 22.69757 Detection error: 0.009788155555725098 time: 11:52:04.041048
- B/E: 68 / 285 , Gen_loss: -0.358085 MI_loss: 21.698475 Detection error: 0.009801149368286133 time: 11:52:04.947676
- B/E: 69 / 285 , Gen_loss: -0.35838586 MI_loss: 21.694246 Detection error: 0.009806692600250244 time: 11:52:05.747302
- B/E: 70 / 285 , Gen_loss: -0.3625074 MI_loss: 22.122463 Detection error: 0.009798407554626465 time: 11:52:06.547167
- B/E: 71 / 285 , Gen_loss: -0.35869926 MI_loss: 21.70548 Detection error: 0.009802520275115967 time: 11:52:07.329381
- B/E: 72 / 285 , Gen_loss: -0.36488304 MI_loss: 22.179325 Detection error: 0.009806931018829346 time: 11:52:08.187954
- B/E: 73 / 285 , Gen_loss: -0.36621872 MI_loss: 22.176838 Detection error: 0.009799003601074219 time: 11:52:09.073127
- B/E: 74 / 285 , Gen_loss: -0.34839895 MI_loss: 21.262281 Detection error: 0.009802937507629395 time: 11:52:09.996770
- B/E: 75 / 285 , Gen_loss: -0.35373718 MI_loss: 21.578245 Detection error: 0.009797275066375732 time: 11:52:10.893130
- B/E: 76 / 285 , Gen_loss: -0.3525713 MI_loss: 21.273516 Detection error: 0.009797513484954834 time: 11:52:11.780101
- B/E: 77 / 285 , Gen_loss: -0.36255643 MI_loss: 21.927038 Detection error: 0.009794056415557861 time: 11:52:12.673271
- B/E: 78 / 285 , Gen_loss: -0.36265147 MI_loss: 21.9814 Detection error: 0.009786367416381836 time: 11:52:13.560057
- B/E: 79 / 285 , Gen_loss: -0.34548584 MI_loss: 21.06451 Detection error: 0.009806275367736816 time: 11:52:14.450660
- B/E: 80 / 285 , Gen_loss: -0.37511536 MI_loss: 22.78467 Detection error: 0.009812116622924805 time: 11:52:15.377837
- B/E: 81 / 285 , Gen_loss: -0.36292922 MI_loss: 21.91189 Detection error: 0.009798765182495117 time: 11:52:16.280367
- B/E: 82 / 285 , Gen_loss: -0.3660696 MI_loss: 22.183199 Detection error: 0.009796679019927979 time: 11:52:17.177025
- B/E: 83 / 285 , Gen_loss: -0.36430258 MI_loss: 22.190004 Detection error: 0.009794294834136963 time: 11:52:18.082439
- B/E: 84 / 285 , Gen_loss: -0.35656026 MI_loss: 21.63208 Detection error: 0.009793758392333984 time: 11:52:19.062868
- B/E: 85 / 285 , Gen_loss: -0.36117464 MI_loss: 21.687065 Detection error: 0.009772896766662598 time: 11:52:19.961933
- B/E: 86 / 285 , Gen_loss: -0.35803515 MI_loss: 21.674078 Detection error: 0.009767591953277588 time: 11:52:20.860010
- B/E: 87 / 285 , Gen_loss: -0.36323938 MI_loss: 22.055027 Detection error: 0.009758174419403076 time: 11:52:21.668150
- B/E: 88 / 285 , Gen_loss: -0.35724512 MI_loss: 21.69513 Detection error: 0.009747207164764404 time: 11:52:22.478001
- B/E: 89 / 285 , Gen_loss: -0.3593864 MI_loss: 21.747147 Detection error: 0.009754180908203125 time: 11:52:23.391387
- B/E: 90 / 285 , Gen_loss: -0.3557962 MI_loss: 21.409925 Detection error: 0.009761691093444824 time: 11:52:24.287004
- B/E: 91 / 285 , Gen_loss: -0.35949442 MI_loss: 21.908907 Detection error: 0.009761571884155273 time: 11:52:25.183460
- B/E: 92 / 285 , Gen_loss: -0.35116616 MI_loss: 21.32646 Detection error: 0.009754359722137451 time: 11:52:26.111378
- B/E: 93 / 285 , Gen_loss: -0.35161614 MI_loss: 21.395197 Detection error: 0.00975334644317627 time: 11:52:27.017470
- B/E: 94 / 285 , Gen_loss: -0.35422185 MI_loss: 21.571583 Detection error: 0.009765446186065674 time: 11:52:27.916619
- B/E: 95 / 285 , Gen_loss: -0.34752733 MI_loss: 21.110151 Detection error: 0.009769558906555176 time: 11:52:28.813743
- B/E: 96 / 285 , Gen_loss: -0.37048697 MI_loss: 22.43951 Detection error: 0.009767413139343262 time: 11:52:29.711379
- B/E: 97 / 285 , Gen_loss: -0.3683953 MI_loss: 22.371254 Detection error: 0.00976628065109253 time: 11:52:30.610175
- B/E: 98 / 285 , Gen_loss: -0.36265084 MI_loss: 21.877079 Detection error: 0.00975191593170166 time: 11:52:31.529043
- B/E: 99 / 285 , Gen_loss: -0.35949367 MI_loss: 21.740223 Detection error: 0.00974971055984497 time: 11:52:32.424433
- B/E: 100 / 285 , Gen_loss: -0.3641935 MI_loss: 21.989769 Detection error: 0.009755551815032959 time: 11:52:33.414243
- B/E: 101 / 285 , Gen_loss: -0.3596877 MI_loss: 21.829683 Detection error: 0.009760737419128418 time: 11:52:34.314287
- B/E: 102 / 285 , Gen_loss: -0.3482845 MI_loss: 21.057491 Detection error: 0.009752452373504639 time: 11:52:35.213379
- B/E: 103 / 285 , Gen_loss: -0.3677534 MI_loss: 22.259142 Detection error: 0.009758710861206055 time: 11:52:36.109919
- B/E: 104 / 285 , Gen_loss: -0.3648656 MI_loss: 22.09414 Detection error: 0.009761929512023926 time: 11:52:36.988983
- B/E: 105 / 285 , Gen_loss: -0.36132914 MI_loss: 21.866394 Detection error: 0.009755611419677734 time: 11:52:37.870187
- B/E: 106 / 285 , Gen_loss: -0.35913983 MI_loss: 21.838013 Detection error: 0.009760499000549316 time: 11:52:38.734426
- B/E: 107 / 285 , Gen_loss: -0.3629063 MI_loss: 22.076498 Detection error: 0.00975954532623291 time: 11:52:39.599620
- B/E: 108 / 285 , Gen_loss: -0.35286754 MI_loss: 21.351397 Detection error: 0.009767770767211914 time: 11:52:40.393115
- B/E: 109 / 285 , Gen_loss: -0.36905292 MI_loss: 22.357845 Detection error: 0.009758234024047852 time: 11:52:41.231161
- B/E: 110 / 285 , Gen_loss: -0.35551494 MI_loss: 21.451246 Detection error: 0.009750843048095703 time: 11:52:42.065906
- B/E: 111 / 285 , Gen_loss: -0.37331757 MI_loss: 22.620943 Detection error: 0.009748876094818115 time: 11:52:42.940198
- B/E: 112 / 285 , Gen_loss: -0.36904877 MI_loss: 22.343376 Detection error: 0.009746134281158447 time: 11:52:43.836317
- B/E: 113 / 285 , Gen_loss: -0.35505947 MI_loss: 21.521156 Detection error: 0.00974971055984497 time: 11:52:44.652761
- B/E: 114 / 285 , Gen_loss: -0.35149163 MI_loss: 21.284643 Detection error: 0.009754061698913574 time: 11:52:45.443061
- B/E: 115 / 285 , Gen_loss: -0.36749682 MI_loss: 22.198898 Detection error: 0.0097464919090271 time: 11:52:46.347754
- B/E: 116 / 285 , Gen_loss: -0.37304133 MI_loss: 22.574247 Detection error: 0.00974494218826294 time: 11:52:47.329903
- B/E: 117 / 285 , Gen_loss: -0.35711473 MI_loss: 21.729942 Detection error: 0.009746551513671875 time: 11:52:48.231335
- B/E: 118 / 285 , Gen_loss: -0.36106515 MI_loss: 21.79491 Detection error: 0.009735822677612305 time: 11:52:49.130857
- B/E: 119 / 285 , Gen_loss: -0.35093603 MI_loss: 21.336275 Detection error: 0.009736955165863037 time: 11:52:50.029133
- B/E: 120 / 285 , Gen_loss: -0.36151767 MI_loss: 21.935215 Detection error: 0.009735524654388428 time: 11:52:50.934127
- B/E: 121 / 285 , Gen_loss: -0.35328007 MI_loss: 21.33776 Detection error: 0.009734094142913818 time: 11:52:51.804884
- B/E: 122 / 285 , Gen_loss: -0.3600654 MI_loss: 21.75779 Detection error: 0.00973045825958252 time: 11:52:52.686930
- B/E: 123 / 285 , Gen_loss: -0.36380067 MI_loss: 21.847939 Detection error: 0.009724795818328857 time: 11:52:53.573216
- B/E: 124 / 285 , Gen_loss: -0.35624337 MI_loss: 21.56255 Detection error: 0.009724736213684082 time: 11:52:54.472277
- B/E: 125 / 285 , Gen_loss: -0.36386257 MI_loss: 21.982157 Detection error: 0.009727954864501953 time: 11:52:55.375415
- B/E: 126 / 285 , Gen_loss: -0.36399084 MI_loss: 22.060436 Detection error: 0.009738445281982422 time: 11:52:56.274143
- B/E: 127 / 285 , Gen_loss: -0.35834357 MI_loss: 21.748285 Detection error: 0.009736299514770508 time: 11:52:57.178056
- B/E: 128 / 285 , Gen_loss: -0.3684459 MI_loss: 22.460537 Detection error: 0.009741783142089844 time: 11:52:58.098855
- B/E: 129 / 285 , Gen_loss: -0.36058015 MI_loss: 21.928759 Detection error: 0.00974881649017334 time: 11:52:59.011781
- B/E: 130 / 285 , Gen_loss: -0.37920848 MI_loss: 22.847578 Detection error: 0.009751200675964355 time: 11:52:59.858633
- B/E: 131 / 285 , Gen_loss: -0.36320886 MI_loss: 22.028137 Detection error: 0.009759962558746338 time: 11:53:00.683437
- B/E: 132 / 285 , Gen_loss: -0.36821994 MI_loss: 22.28918 Detection error: 0.00975656509399414 time: 11:53:01.567580
- B/E: 133 / 285 , Gen_loss: -0.36067915 MI_loss: 22.076748 Detection error: 0.009760499000549316 time: 11:53:02.376984
- B/E: 134 / 285 , Gen_loss: -0.35859248 MI_loss: 21.89775 Detection error: 0.009763896465301514 time: 11:53:03.275024
- B/E: 135 / 285 , Gen_loss: -0.36037433 MI_loss: 21.876593 Detection error: 0.009765625 time: 11:53:04.178132
- B/E: 136 / 285 , Gen_loss: -0.36149177 MI_loss: 21.995514 Detection error: 0.00977027416229248 time: 11:53:05.088804
- B/E: 137 / 285 , Gen_loss: -0.34527948 MI_loss: 20.907644 Detection error: 0.0097694993019104 time: 11:53:05.986767
- B/E: 138 / 285 , Gen_loss: -0.3666118 MI_loss: 22.117283 Detection error: 0.009772717952728271 time: 11:53:06.884466
- B/E: 139 / 285 , Gen_loss: -0.36329535 MI_loss: 22.224253 Detection error: 0.009778797626495361 time: 11:53:07.818366
- B/E: 140 / 285 , Gen_loss: -0.3622045 MI_loss: 21.990026 Detection error: 0.009777486324310303 time: 11:53:08.716586
- B/E: 141 / 285 , Gen_loss: -0.36352897 MI_loss: 21.998251 Detection error: 0.009771585464477539 time: 11:53:09.617886
- B/E: 142 / 285 , Gen_loss: -0.34227023 MI_loss: 20.649935 Detection error: 0.009771406650543213 time: 11:53:10.519273
- B/E: 143 / 285 , Gen_loss: -0.35941443 MI_loss: 21.808052 Detection error: 0.009771466255187988 time: 11:53:11.416426
- B/E: 144 / 285 , Gen_loss: -0.36220983 MI_loss: 21.96489 Detection error: 0.009785115718841553 time: 11:53:12.313120
- B/E: 145 / 285 , Gen_loss: -0.35426277 MI_loss: 21.501986 Detection error: 0.009787023067474365 time: 11:53:13.230950
- B/E: 146 / 285 , Gen_loss: -0.3583439 MI_loss: 21.58121 Detection error: 0.009786128997802734 time: 11:53:14.129166
- B/E: 147 / 285 , Gen_loss: -0.36441463 MI_loss: 22.135246 Detection error: 0.009787380695343018 time: 11:53:15.057117
- B/E: 148 / 285 , Gen_loss: -0.3649269 MI_loss: 22.043474 Detection error: 0.009791314601898193 time: 11:53:16.036763
- B/E: 149 / 285 , Gen_loss: -0.3629468 MI_loss: 22.131351 Detection error: 0.009796440601348877 time: 11:53:16.911907
-
- Test Loss: 10.260253 Test Error: 0.01068335771560669
- -----
- EPOCH: 286
- B/E: 0 / 286 , Gen_loss: -0.3624454 MI_loss: 21.949226 Detection error: 0.009968757629394531 time: 11:53:18.869668
- B/E: 1 / 286 , Gen_loss: -0.35508382 MI_loss: 21.426994 Detection error: 0.009843766689300537 time: 11:54:03.466167
- B/E: 2 / 286 , Gen_loss: -0.35949054 MI_loss: 21.673517 Detection error: 0.009583353996276855 time: 11:54:04.369283
- B/E: 3 / 286 , Gen_loss: -0.36565802 MI_loss: 22.160172 Detection error: 0.009515643119812012 time: 11:54:05.215793
- B/E: 4 / 286 , Gen_loss: -0.35948044 MI_loss: 21.946823 Detection error: 0.00963747501373291 time: 11:54:06.101380
- B/E: 5 / 286 , Gen_loss: -0.36633432 MI_loss: 22.305862 Detection error: 0.009630203247070312 time: 11:54:06.943023
- B/E: 6 / 286 , Gen_loss: -0.35732293 MI_loss: 21.770535 Detection error: 0.009709835052490234 time: 11:54:07.810813
- B/E: 7 / 286 , Gen_loss: -0.36556694 MI_loss: 22.178213 Detection error: 0.009796857833862305 time: 11:54:08.669561
- B/E: 8 / 286 , Gen_loss: -0.35600823 MI_loss: 21.656496 Detection error: 0.009798586368560791 time: 11:54:09.533127
- B/E: 9 / 286 , Gen_loss: -0.36438328 MI_loss: 21.981281 Detection error: 0.0097312331199646 time: 11:54:10.385876
- B/E: 10 / 286 , Gen_loss: -0.36269608 MI_loss: 22.084206 Detection error: 0.009735822677612305 time: 11:54:11.440488
- B/E: 11 / 286 , Gen_loss: -0.36277613 MI_loss: 21.965504 Detection error: 0.009757816791534424 time: 11:54:12.357976
- B/E: 12 / 286 , Gen_loss: -0.35139126 MI_loss: 21.252506 Detection error: 0.009814918041229248 time: 11:54:13.244416
- B/E: 13 / 286 , Gen_loss: -0.3519635 MI_loss: 21.366074 Detection error: 0.009816944599151611 time: 11:54:14.132509
- B/E: 14 / 286 , Gen_loss: -0.36483446 MI_loss: 22.022491 Detection error: 0.009791672229766846 time: 11:54:15.021357
- B/E: 15 / 286 , Gen_loss: -0.35127392 MI_loss: 21.441519 Detection error: 0.009822249412536621 time: 11:54:15.908343
- B/E: 16 / 286 , Gen_loss: -0.3528156 MI_loss: 21.337158 Detection error: 0.00975733995437622 time: 11:54:16.796020
- B/E: 17 / 286 , Gen_loss: -0.341901 MI_loss: 20.70508 Detection error: 0.009776055812835693 time: 11:54:17.683951
- B/E: 18 / 286 , Gen_loss: -0.35053036 MI_loss: 21.179703 Detection error: 0.009712159633636475 time: 11:54:18.482208
- B/E: 19 / 286 , Gen_loss: -0.35524774 MI_loss: 21.662653 Detection error: 0.009737491607666016 time: 11:54:19.257898
- B/E: 20 / 286 , Gen_loss: -0.34999657 MI_loss: 21.157036 Detection error: 0.009760439395904541 time: 11:54:20.037427
- B/E: 21 / 286 , Gen_loss: -0.3650024 MI_loss: 22.075144 Detection error: 0.009772717952728271 time: 11:54:20.810301
- B/E: 22 / 286 , Gen_loss: -0.36313474 MI_loss: 22.00833 Detection error: 0.00976496934890747 time: 11:54:21.582181
- B/E: 23 / 286 , Gen_loss: -0.36702007 MI_loss: 21.999598 Detection error: 0.009750008583068848 time: 11:54:22.353277
- B/E: 24 / 286 , Gen_loss: -0.3583176 MI_loss: 21.635622 Detection error: 0.009757518768310547 time: 11:54:23.237206
- B/E: 25 / 286 , Gen_loss: -0.36427808 MI_loss: 21.871494 Detection error: 0.009762048721313477 time: 11:54:24.224437
- B/E: 26 / 286 , Gen_loss: -0.35462624 MI_loss: 21.61075 Detection error: 0.009812474250793457 time: 11:54:25.117200
- B/E: 27 / 286 , Gen_loss: -0.36265662 MI_loss: 22.192415 Detection error: 0.009834825992584229 time: 11:54:26.028628
- B/E: 28 / 286 , Gen_loss: -0.37161213 MI_loss: 22.431698 Detection error: 0.009827613830566406 time: 11:54:26.914681
- B/E: 29 / 286 , Gen_loss: -0.36715585 MI_loss: 22.344234 Detection error: 0.009826064109802246 time: 11:54:27.801873
- B/E: 30 / 286 , Gen_loss: -0.36031345 MI_loss: 21.81171 Detection error: 0.009812474250793457 time: 11:54:28.711272
- B/E: 31 / 286 , Gen_loss: -0.35149452 MI_loss: 21.236994 Detection error: 0.009796857833862305 time: 11:54:29.600200
- B/E: 32 / 286 , Gen_loss: -0.3568765 MI_loss: 21.682957 Detection error: 0.009808719158172607 time: 11:54:30.486871
- B/E: 33 / 286 , Gen_loss: -0.35847974 MI_loss: 21.76484 Detection error: 0.00978308916091919 time: 11:54:31.376265
- B/E: 34 / 286 , Gen_loss: -0.3653879 MI_loss: 22.29712 Detection error: 0.009786605834960938 time: 11:54:32.263339
- B/E: 35 / 286 , Gen_loss: -0.3632751 MI_loss: 21.951706 Detection error: 0.009762167930603027 time: 11:54:33.147774
- B/E: 36 / 286 , Gen_loss: -0.3657609 MI_loss: 22.297943 Detection error: 0.00978463888168335 time: 11:54:34.032442
- B/E: 37 / 286 , Gen_loss: -0.35933152 MI_loss: 21.62513 Detection error: 0.009760677814483643 time: 11:54:34.920244
- B/E: 38 / 286 , Gen_loss: -0.36038962 MI_loss: 21.82471 Detection error: 0.00979083776473999 time: 11:54:35.805547
- B/E: 39 / 286 , Gen_loss: -0.36060104 MI_loss: 21.823671 Detection error: 0.009779691696166992 time: 11:54:36.695193
- B/E: 40 / 286 , Gen_loss: -0.35931858 MI_loss: 21.81055 Detection error: 0.009762942790985107 time: 11:54:37.580665
- B/E: 41 / 286 , Gen_loss: -0.35584688 MI_loss: 21.630386 Detection error: 0.009772300720214844 time: 11:54:38.556682
- B/E: 42 / 286 , Gen_loss: -0.35506853 MI_loss: 21.473936 Detection error: 0.009767413139343262 time: 11:54:39.445160
- B/E: 43 / 286 , Gen_loss: -0.3623487 MI_loss: 21.84606 Detection error: 0.009762763977050781 time: 11:54:40.333496
- B/E: 44 / 286 , Gen_loss: -0.35139477 MI_loss: 21.235462 Detection error: 0.009772896766662598 time: 11:54:41.220444
- B/E: 45 / 286 , Gen_loss: -0.36020985 MI_loss: 21.904663 Detection error: 0.009776473045349121 time: 11:54:42.111811
- B/E: 46 / 286 , Gen_loss: -0.36734277 MI_loss: 22.295822 Detection error: 0.009792566299438477 time: 11:54:43.001232
- B/E: 47 / 286 , Gen_loss: -0.3568947 MI_loss: 21.64679 Detection error: 0.009794950485229492 time: 11:54:43.885296
- B/E: 48 / 286 , Gen_loss: -0.3580199 MI_loss: 21.661556 Detection error: 0.009808063507080078 time: 11:54:44.771773
- B/E: 49 / 286 , Gen_loss: -0.35057417 MI_loss: 21.278698 Detection error: 0.009815633296966553 time: 11:54:45.663409
- B/E: 50 / 286 , Gen_loss: -0.36247477 MI_loss: 21.922028 Detection error: 0.009821057319641113 time: 11:54:46.551414
- B/E: 51 / 286 , Gen_loss: -0.3549331 MI_loss: 21.521093 Detection error: 0.009823918342590332 time: 11:54:47.434854
- B/E: 52 / 286 , Gen_loss: -0.36568695 MI_loss: 22.109997 Detection error: 0.009821951389312744 time: 11:54:48.323299
- B/E: 53 / 286 , Gen_loss: -0.36317527 MI_loss: 22.0438 Detection error: 0.00983273983001709 time: 11:54:49.205641
- B/E: 54 / 286 , Gen_loss: -0.3664414 MI_loss: 22.434788 Detection error: 0.00984203815460205 time: 11:54:50.088562
- B/E: 55 / 286 , Gen_loss: -0.35491055 MI_loss: 21.597042 Detection error: 0.009822547435760498 time: 11:54:50.973751
- B/E: 56 / 286 , Gen_loss: -0.36404938 MI_loss: 22.096615 Detection error: 0.009806454181671143 time: 11:54:51.857202
- B/E: 57 / 286 , Gen_loss: -0.36193871 MI_loss: 21.839155 Detection error: 0.009808182716369629 time: 11:54:52.822816
- B/E: 58 / 286 , Gen_loss: -0.35911298 MI_loss: 21.713573 Detection error: 0.009792923927307129 time: 11:54:53.707591
- B/E: 59 / 286 , Gen_loss: -0.3605915 MI_loss: 21.833975 Detection error: 0.00980156660079956 time: 11:54:54.588949
- B/E: 60 / 286 , Gen_loss: -0.3573878 MI_loss: 21.467836 Detection error: 0.009798645973205566 time: 11:54:55.468734
- B/E: 61 / 286 , Gen_loss: -0.3461586 MI_loss: 21.069304 Detection error: 0.009802401065826416 time: 11:54:56.353361
- B/E: 62 / 286 , Gen_loss: -0.36027163 MI_loss: 22.0088 Detection error: 0.009805083274841309 time: 11:54:57.236623
- B/E: 63 / 286 , Gen_loss: -0.36053085 MI_loss: 21.940712 Detection error: 0.009810566902160645 time: 11:54:58.078685
- B/E: 64 / 286 , Gen_loss: -0.36335224 MI_loss: 21.976048 Detection error: 0.009800493717193604 time: 11:54:58.904556
- B/E: 65 / 286 , Gen_loss: -0.36627948 MI_loss: 22.209251 Detection error: 0.009803533554077148 time: 11:54:59.680125
- B/E: 66 / 286 , Gen_loss: -0.363801 MI_loss: 21.982115 Detection error: 0.00979149341583252 time: 11:55:00.453181
- B/E: 67 / 286 , Gen_loss: -0.36616078 MI_loss: 22.084398 Detection error: 0.009790420532226562 time: 11:55:01.389772
- B/E: 68 / 286 , Gen_loss: -0.36110076 MI_loss: 21.848999 Detection error: 0.009799361228942871 time: 11:55:02.276211
- B/E: 69 / 286 , Gen_loss: -0.36739194 MI_loss: 22.245481 Detection error: 0.009803593158721924 time: 11:55:03.160584
- B/E: 70 / 286 , Gen_loss: -0.36525562 MI_loss: 22.137602 Detection error: 0.009797990322113037 time: 11:55:04.043855
- B/E: 71 / 286 , Gen_loss: -0.35316503 MI_loss: 21.424047 Detection error: 0.009804248809814453 time: 11:55:05.005670
- B/E: 72 / 286 , Gen_loss: -0.3723315 MI_loss: 22.71662 Detection error: 0.009807348251342773 time: 11:55:05.890974
- B/E: 73 / 286 , Gen_loss: -0.3639601 MI_loss: 22.132116 Detection error: 0.00979602336883545 time: 11:55:06.853849
- B/E: 74 / 286 , Gen_loss: -0.36345482 MI_loss: 22.087173 Detection error: 0.009792506694793701 time: 11:55:07.741873
- B/E: 75 / 286 , Gen_loss: -0.36181518 MI_loss: 21.823837 Detection error: 0.009787023067474365 time: 11:55:08.631474
- B/E: 76 / 286 , Gen_loss: -0.35567006 MI_loss: 21.72345 Detection error: 0.009794235229492188 time: 11:55:09.518104
- B/E: 77 / 286 , Gen_loss: -0.35349062 MI_loss: 21.47134 Detection error: 0.009793698787689209 time: 11:55:10.423626
- B/E: 78 / 286 , Gen_loss: -0.36233896 MI_loss: 21.845755 Detection error: 0.009779274463653564 time: 11:55:11.308033
- B/E: 79 / 286 , Gen_loss: -0.36693203 MI_loss: 22.279058 Detection error: 0.009792208671569824 time: 11:55:12.190589
- B/E: 80 / 286 , Gen_loss: -0.355312 MI_loss: 21.699404 Detection error: 0.009807884693145752 time: 11:55:13.082960
- B/E: 81 / 286 , Gen_loss: -0.3556128 MI_loss: 21.426367 Detection error: 0.009796142578125 time: 11:55:13.972462
- B/E: 82 / 286 , Gen_loss: -0.36226082 MI_loss: 21.87532 Detection error: 0.009792923927307129 time: 11:55:14.858895
- B/E: 83 / 286 , Gen_loss: -0.3594326 MI_loss: 21.856546 Detection error: 0.009799838066101074 time: 11:55:15.745913
- B/E: 84 / 286 , Gen_loss: -0.34635922 MI_loss: 20.894276 Detection error: 0.009791195392608643 time: 11:55:16.629808
- B/E: 85 / 286 , Gen_loss: -0.35768947 MI_loss: 21.530798 Detection error: 0.009773612022399902 time: 11:55:17.514775
- B/E: 86 / 286 , Gen_loss: -0.3529893 MI_loss: 21.374907 Detection error: 0.009771525859832764 time: 11:55:18.409127
- B/E: 87 / 286 , Gen_loss: -0.36904362 MI_loss: 22.315609 Detection error: 0.009758174419403076 time: 11:55:19.291298
- B/E: 88 / 286 , Gen_loss: -0.3615558 MI_loss: 21.965498 Detection error: 0.009748220443725586 time: 11:55:20.179071
- B/E: 89 / 286 , Gen_loss: -0.36508715 MI_loss: 22.228378 Detection error: 0.009752750396728516 time: 11:55:21.164652
- B/E: 90 / 286 , Gen_loss: -0.36957377 MI_loss: 22.321995 Detection error: 0.009756863117218018 time: 11:55:22.055814
- B/E: 91 / 286 , Gen_loss: -0.3548204 MI_loss: 21.593964 Detection error: 0.009760558605194092 time: 11:55:22.938322
- B/E: 92 / 286 , Gen_loss: -0.34516943 MI_loss: 20.785563 Detection error: 0.009751319885253906 time: 11:55:23.791827
- B/E: 93 / 286 , Gen_loss: -0.35958952 MI_loss: 21.840746 Detection error: 0.009749650955200195 time: 11:55:24.633019
- B/E: 94 / 286 , Gen_loss: -0.34557134 MI_loss: 20.971256 Detection error: 0.009759843349456787 time: 11:55:25.424537
- B/E: 95 / 286 , Gen_loss: -0.35170004 MI_loss: 21.276636 Detection error: 0.009765923023223877 time: 11:55:26.288391
- B/E: 96 / 286 , Gen_loss: -0.36702108 MI_loss: 22.251286 Detection error: 0.009765148162841797 time: 11:55:27.171199
- B/E: 97 / 286 , Gen_loss: -0.36360526 MI_loss: 22.00256 Detection error: 0.00975733995437622 time: 11:55:28.054683
- B/E: 98 / 286 , Gen_loss: -0.35760498 MI_loss: 21.766174 Detection error: 0.009748101234436035 time: 11:55:28.935431
- B/E: 99 / 286 , Gen_loss: -0.37218 MI_loss: 22.61468 Detection error: 0.009743154048919678 time: 11:55:29.848909
- B/E: 100 / 286 , Gen_loss: -0.36651722 MI_loss: 22.132982 Detection error: 0.009752452373504639 time: 11:55:30.731753
- B/E: 101 / 286 , Gen_loss: -0.35141116 MI_loss: 21.361515 Detection error: 0.009759187698364258 time: 11:55:31.611475
- B/E: 102 / 286 , Gen_loss: -0.36177325 MI_loss: 21.985369 Detection error: 0.009752094745635986 time: 11:55:32.498931
- B/E: 103 / 286 , Gen_loss: -0.36452553 MI_loss: 22.092754 Detection error: 0.009753882884979248 time: 11:55:33.384156
- B/E: 104 / 286 , Gen_loss: -0.35961288 MI_loss: 21.72607 Detection error: 0.009753882884979248 time: 11:55:34.264295
- B/E: 105 / 286 , Gen_loss: -0.35114998 MI_loss: 21.372078 Detection error: 0.009750306606292725 time: 11:55:35.230792
- B/E: 106 / 286 , Gen_loss: -0.35402316 MI_loss: 21.46402 Detection error: 0.009751737117767334 time: 11:55:36.120028
- B/E: 107 / 286 , Gen_loss: -0.3581359 MI_loss: 21.703344 Detection error: 0.009750604629516602 time: 11:55:37.006785
- B/E: 108 / 286 , Gen_loss: -0.3639708 MI_loss: 22.083439 Detection error: 0.009755432605743408 time: 11:55:37.890587
- B/E: 109 / 286 , Gen_loss: -0.36231056 MI_loss: 21.911999 Detection error: 0.009753406047821045 time: 11:55:38.777700
- B/E: 110 / 286 , Gen_loss: -0.37136027 MI_loss: 22.411346 Detection error: 0.009746909141540527 time: 11:55:39.662840
- B/E: 111 / 286 , Gen_loss: -0.36940664 MI_loss: 22.358694 Detection error: 0.009737730026245117 time: 11:55:40.546625
- B/E: 112 / 286 , Gen_loss: -0.3659188 MI_loss: 22.064508 Detection error: 0.009741127490997314 time: 11:55:41.430719
- B/E: 113 / 286 , Gen_loss: -0.3555405 MI_loss: 21.546654 Detection error: 0.009746730327606201 time: 11:55:42.325066
- B/E: 114 / 286 , Gen_loss: -0.36932382 MI_loss: 22.47769 Detection error: 0.0097464919090271 time: 11:55:43.213327
- B/E: 115 / 286 , Gen_loss: -0.3673143 MI_loss: 22.246897 Detection error: 0.009741902351379395 time: 11:55:44.100463
- B/E: 116 / 286 , Gen_loss: -0.36683905 MI_loss: 22.320599 Detection error: 0.009740650653839111 time: 11:55:44.986104
- B/E: 117 / 286 , Gen_loss: -0.360429 MI_loss: 21.851715 Detection error: 0.00973886251449585 time: 11:55:45.894121
- B/E: 118 / 286 , Gen_loss: -0.34651908 MI_loss: 20.946936 Detection error: 0.00973290205001831 time: 11:55:46.783695
- B/E: 119 / 286 , Gen_loss: -0.355375 MI_loss: 21.52727 Detection error: 0.009729921817779541 time: 11:55:47.668735
- B/E: 120 / 286 , Gen_loss: -0.36737046 MI_loss: 22.194479 Detection error: 0.009729862213134766 time: 11:55:48.561876
- B/E: 121 / 286 , Gen_loss: -0.35136363 MI_loss: 21.348051 Detection error: 0.009734869003295898 time: 11:55:49.471456
- B/E: 122 / 286 , Gen_loss: -0.35431123 MI_loss: 21.456804 Detection error: 0.0097273588180542 time: 11:55:50.244785
- B/E: 123 / 286 , Gen_loss: -0.36166114 MI_loss: 21.860386 Detection error: 0.009723007678985596 time: 11:55:51.028552
- B/E: 124 / 286 , Gen_loss: -0.35849705 MI_loss: 21.690239 Detection error: 0.009722769260406494 time: 11:55:51.921363
- B/E: 125 / 286 , Gen_loss: -0.36428508 MI_loss: 22.172205 Detection error: 0.00972592830657959 time: 11:55:52.795462
- B/E: 126 / 286 , Gen_loss: -0.3577885 MI_loss: 21.63151 Detection error: 0.009733736515045166 time: 11:55:53.678633
- B/E: 127 / 286 , Gen_loss: -0.35878533 MI_loss: 21.894697 Detection error: 0.009733617305755615 time: 11:55:54.571770
- B/E: 128 / 286 , Gen_loss: -0.35554352 MI_loss: 21.575935 Detection error: 0.009738147258758545 time: 11:55:55.515935
- B/E: 129 / 286 , Gen_loss: -0.3674474 MI_loss: 22.192905 Detection error: 0.00974351167678833 time: 11:55:56.403607
- B/E: 130 / 286 , Gen_loss: -0.36167577 MI_loss: 21.936821 Detection error: 0.009748101234436035 time: 11:55:57.292202
- B/E: 131 / 286 , Gen_loss: -0.35998654 MI_loss: 21.756968 Detection error: 0.0097542405128479 time: 11:55:58.190181
- B/E: 132 / 286 , Gen_loss: -0.3647539 MI_loss: 21.914093 Detection error: 0.009753048419952393 time: 11:55:59.072424
- B/E: 133 / 286 , Gen_loss: -0.36301863 MI_loss: 22.05249 Detection error: 0.009756088256835938 time: 11:56:00.002340
- B/E: 134 / 286 , Gen_loss: -0.3594255 MI_loss: 21.90069 Detection error: 0.009764611721038818 time: 11:56:00.958996
- B/E: 135 / 286 , Gen_loss: -0.3605829 MI_loss: 21.926369 Detection error: 0.009761691093444824 time: 11:56:01.859731
- B/E: 136 / 286 , Gen_loss: -0.35356233 MI_loss: 21.394045 Detection error: 0.009766221046447754 time: 11:56:02.758519
- B/E: 137 / 286 , Gen_loss: -0.35418397 MI_loss: 21.490868 Detection error: 0.009767234325408936 time: 11:56:03.748501
- B/E: 138 / 286 , Gen_loss: -0.3571963 MI_loss: 21.74526 Detection error: 0.009769320487976074 time: 11:56:04.643685
- B/E: 139 / 286 , Gen_loss: -0.36503735 MI_loss: 22.228434 Detection error: 0.00977790355682373 time: 11:56:05.537736
- B/E: 140 / 286 , Gen_loss: -0.3463891 MI_loss: 21.050314 Detection error: 0.00977635383605957 time: 11:56:06.409110
- B/E: 141 / 286 , Gen_loss: -0.3641405 MI_loss: 22.134712 Detection error: 0.009771764278411865 time: 11:56:07.269904
- B/E: 142 / 286 , Gen_loss: -0.36958426 MI_loss: 22.368357 Detection error: 0.009768784046173096 time: 11:56:08.167718
- B/E: 143 / 286 , Gen_loss: -0.3568536 MI_loss: 21.552956 Detection error: 0.009768247604370117 time: 11:56:09.064138
- B/E: 144 / 286 , Gen_loss: -0.35565346 MI_loss: 21.73885 Detection error: 0.009781897068023682 time: 11:56:09.954560
- B/E: 145 / 286 , Gen_loss: -0.36270374 MI_loss: 21.908058 Detection error: 0.009787440299987793 time: 11:56:10.797271
- B/E: 146 / 286 , Gen_loss: -0.35246852 MI_loss: 21.346975 Detection error: 0.009786546230316162 time: 11:56:11.636779
- B/E: 147 / 286 , Gen_loss: -0.36833575 MI_loss: 22.208952 Detection error: 0.009786725044250488 time: 11:56:12.547567
- B/E: 148 / 286 , Gen_loss: -0.3610893 MI_loss: 21.898033 Detection error: 0.009789645671844482 time: 11:56:13.442291
- B/E: 149 / 286 , Gen_loss: -0.34901068 MI_loss: 21.202326 Detection error: 0.009795844554901123 time: 11:56:14.338102
-
- Test Loss: 10.263555 Test Error: 0.010641694068908691
- -----
- EPOCH: 287
- B/E: 0 / 287 , Gen_loss: -0.37607738 MI_loss: 22.763422 Detection error: 0.010312497615814209 time: 11:56:16.280167
- B/E: 1 / 287 , Gen_loss: -0.34590095 MI_loss: 20.792374 Detection error: 0.010234355926513672 time: 11:57:00.893725
- B/E: 2 / 287 , Gen_loss: -0.36080787 MI_loss: 21.75608 Detection error: 0.009739577770233154 time: 11:57:01.930775
- B/E: 3 / 287 , Gen_loss: -0.36318767 MI_loss: 22.030697 Detection error: 0.009562492370605469 time: 11:57:02.841179
- B/E: 4 / 287 , Gen_loss: -0.3655774 MI_loss: 22.269604 Detection error: 0.009675025939941406 time: 11:57:03.745340
- B/E: 5 / 287 , Gen_loss: -0.35992634 MI_loss: 21.962362 Detection error: 0.009770810604095459 time: 11:57:04.655921
- B/E: 6 / 287 , Gen_loss: -0.3539864 MI_loss: 21.397259 Detection error: 0.009723186492919922 time: 11:57:05.553315
- B/E: 7 / 287 , Gen_loss: -0.36782643 MI_loss: 22.34382 Detection error: 0.009851574897766113 time: 11:57:06.452757
- B/E: 8 / 287 , Gen_loss: -0.36349407 MI_loss: 22.109928 Detection error: 0.009774327278137207 time: 11:57:07.273193
- B/E: 9 / 287 , Gen_loss: -0.34649727 MI_loss: 20.973389 Detection error: 0.009700000286102295 time: 11:57:08.119174
- B/E: 10 / 287 , Gen_loss: -0.35778666 MI_loss: 21.649628 Detection error: 0.009732961654663086 time: 11:57:08.946875
- B/E: 11 / 287 , Gen_loss: -0.37100166 MI_loss: 22.410732 Detection error: 0.009763002395629883 time: 11:57:09.854540
- B/E: 12 / 287 , Gen_loss: -0.36660674 MI_loss: 22.263283 Detection error: 0.009812474250793457 time: 11:57:10.750972
- B/E: 13 / 287 , Gen_loss: -0.35932317 MI_loss: 21.820848 Detection error: 0.009808063507080078 time: 11:57:11.650554
- B/E: 14 / 287 , Gen_loss: -0.36634785 MI_loss: 22.211514 Detection error: 0.009804189205169678 time: 11:57:12.556815
- B/E: 15 / 287 , Gen_loss: -0.34671837 MI_loss: 20.978102 Detection error: 0.009812474250793457 time: 11:57:13.452097
- B/E: 16 / 287 , Gen_loss: -0.35704526 MI_loss: 21.472984 Detection error: 0.009772062301635742 time: 11:57:14.367056
- B/E: 17 / 287 , Gen_loss: -0.35560554 MI_loss: 21.565811 Detection error: 0.009756922721862793 time: 11:57:15.250675
- B/E: 18 / 287 , Gen_loss: -0.355498 MI_loss: 21.364742 Detection error: 0.009712159633636475 time: 11:57:16.226907
- B/E: 19 / 287 , Gen_loss: -0.3547983 MI_loss: 21.560802 Detection error: 0.009735941886901855 time: 11:57:17.107309
- B/E: 20 / 287 , Gen_loss: -0.35935482 MI_loss: 21.914022 Detection error: 0.009752988815307617 time: 11:57:18.008012
- B/E: 21 / 287 , Gen_loss: -0.35120192 MI_loss: 21.387165 Detection error: 0.009778380393981934 time: 11:57:18.827145
- B/E: 22 / 287 , Gen_loss: -0.360744 MI_loss: 21.822033 Detection error: 0.009744584560394287 time: 11:57:19.615511
- B/E: 23 / 287 , Gen_loss: -0.36748907 MI_loss: 22.268333 Detection error: 0.009752631187438965 time: 11:57:20.503586
- B/E: 24 / 287 , Gen_loss: -0.355882 MI_loss: 21.54849 Detection error: 0.009748756885528564 time: 11:57:21.400501
- B/E: 25 / 287 , Gen_loss: -0.34815967 MI_loss: 21.091286 Detection error: 0.009769201278686523 time: 11:57:22.299025
- B/E: 26 / 287 , Gen_loss: -0.3637108 MI_loss: 22.310587 Detection error: 0.00982522964477539 time: 11:57:23.199444
- B/E: 27 / 287 , Gen_loss: -0.36674148 MI_loss: 22.352684 Detection error: 0.009829223155975342 time: 11:57:24.094073
- B/E: 28 / 287 , Gen_loss: -0.3658596 MI_loss: 22.06396 Detection error: 0.009830832481384277 time: 11:57:24.988634
- B/E: 29 / 287 , Gen_loss: -0.3617952 MI_loss: 21.905218 Detection error: 0.009835422039031982 time: 11:57:25.891669
- B/E: 30 / 287 , Gen_loss: -0.35583445 MI_loss: 21.425255 Detection error: 0.009821593761444092 time: 11:57:26.787119
- B/E: 31 / 287 , Gen_loss: -0.35996553 MI_loss: 21.964409 Detection error: 0.00980079174041748 time: 11:57:27.760738
- B/E: 32 / 287 , Gen_loss: -0.34867257 MI_loss: 21.13236 Detection error: 0.009803950786590576 time: 11:57:28.682489
- B/E: 33 / 287 , Gen_loss: -0.36721027 MI_loss: 22.276625 Detection error: 0.009781241416931152 time: 11:57:29.578448
- B/E: 34 / 287 , Gen_loss: -0.3509807 MI_loss: 21.402376 Detection error: 0.009787499904632568 time: 11:57:30.497651
- B/E: 35 / 287 , Gen_loss: -0.34958735 MI_loss: 21.013119 Detection error: 0.009762167930603027 time: 11:57:31.398701
- B/E: 36 / 287 , Gen_loss: -0.37063658 MI_loss: 22.346546 Detection error: 0.009778738021850586 time: 11:57:32.296390
- B/E: 37 / 287 , Gen_loss: -0.3650487 MI_loss: 22.164333 Detection error: 0.009767293930053711 time: 11:57:33.195600
- B/E: 38 / 287 , Gen_loss: -0.36232275 MI_loss: 21.917076 Detection error: 0.009785234928131104 time: 11:57:34.099096
- B/E: 39 / 287 , Gen_loss: -0.3521955 MI_loss: 21.285666 Detection error: 0.00976407527923584 time: 11:57:34.998565
- B/E: 40 / 287 , Gen_loss: -0.35457692 MI_loss: 21.523941 Detection error: 0.009766757488250732 time: 11:57:35.893747
- B/E: 41 / 287 , Gen_loss: -0.3649589 MI_loss: 22.14711 Detection error: 0.009773075580596924 time: 11:57:36.799081
- B/E: 42 / 287 , Gen_loss: -0.36614457 MI_loss: 22.207672 Detection error: 0.009765267372131348 time: 11:57:37.696540
- B/E: 43 / 287 , Gen_loss: -0.36405426 MI_loss: 22.021448 Detection error: 0.009762048721313477 time: 11:57:38.592312
- B/E: 44 / 287 , Gen_loss: -0.3534517 MI_loss: 21.57895 Detection error: 0.009779155254364014 time: 11:57:39.489927
- B/E: 45 / 287 , Gen_loss: -0.35937726 MI_loss: 21.729212 Detection error: 0.009785354137420654 time: 11:57:40.383341
- B/E: 46 / 287 , Gen_loss: -0.35965034 MI_loss: 21.764208 Detection error: 0.009801208972930908 time: 11:57:41.286733
- B/E: 47 / 287 , Gen_loss: -0.36390972 MI_loss: 21.93566 Detection error: 0.009798169136047363 time: 11:57:42.099513
- B/E: 48 / 287 , Gen_loss: -0.36887076 MI_loss: 22.306253 Detection error: 0.009815692901611328 time: 11:57:42.972041
- B/E: 49 / 287 , Gen_loss: -0.35925913 MI_loss: 21.777649 Detection error: 0.00981748104095459 time: 11:57:43.756537
- B/E: 50 / 287 , Gen_loss: -0.36540118 MI_loss: 22.155428 Detection error: 0.009823501110076904 time: 11:57:44.555007
- B/E: 51 / 287 , Gen_loss: -0.3618366 MI_loss: 22.046001 Detection error: 0.009821534156799316 time: 11:57:45.441924
- B/E: 52 / 287 , Gen_loss: -0.3745459 MI_loss: 22.58161 Detection error: 0.009824872016906738 time: 11:57:46.318004
- B/E: 53 / 287 , Gen_loss: -0.36507472 MI_loss: 21.948664 Detection error: 0.009834468364715576 time: 11:57:47.199999
- B/E: 54 / 287 , Gen_loss: -0.36598644 MI_loss: 22.20412 Detection error: 0.009838640689849854 time: 11:57:48.084879
- B/E: 55 / 287 , Gen_loss: -0.36287665 MI_loss: 21.937996 Detection error: 0.009815871715545654 time: 11:57:48.908161
- B/E: 56 / 287 , Gen_loss: -0.36036736 MI_loss: 21.948385 Detection error: 0.009804844856262207 time: 11:57:49.743657
- B/E: 57 / 287 , Gen_loss: -0.36507228 MI_loss: 22.25246 Detection error: 0.009802281856536865 time: 11:57:50.581556
- B/E: 58 / 287 , Gen_loss: -0.3614511 MI_loss: 21.839489 Detection error: 0.009796082973480225 time: 11:57:51.385361
- B/E: 59 / 287 , Gen_loss: -0.36019865 MI_loss: 21.740505 Detection error: 0.009802579879760742 time: 11:57:52.272753
- B/E: 60 / 287 , Gen_loss: -0.35880885 MI_loss: 21.750458 Detection error: 0.009796082973480225 time: 11:57:53.160558
- B/E: 61 / 287 , Gen_loss: -0.36418885 MI_loss: 22.018827 Detection error: 0.009798407554626465 time: 11:57:54.044786
- B/E: 62 / 287 , Gen_loss: -0.36552277 MI_loss: 22.16444 Detection error: 0.009802103042602539 time: 11:57:54.883160
- B/E: 63 / 287 , Gen_loss: -0.35461742 MI_loss: 21.352127 Detection error: 0.009799301624298096 time: 11:57:55.750690
- B/E: 64 / 287 , Gen_loss: -0.35647377 MI_loss: 21.586819 Detection error: 0.00979471206665039 time: 11:57:56.614416
- B/E: 65 / 287 , Gen_loss: -0.35861948 MI_loss: 21.633455 Detection error: 0.009797334671020508 time: 11:57:57.495215
- B/E: 66 / 287 , Gen_loss: -0.3677523 MI_loss: 22.235394 Detection error: 0.009793400764465332 time: 11:57:58.377582
- B/E: 67 / 287 , Gen_loss: -0.3609596 MI_loss: 21.760883 Detection error: 0.00978541374206543 time: 11:57:59.267713
- B/E: 68 / 287 , Gen_loss: -0.3537248 MI_loss: 21.406946 Detection error: 0.00979304313659668 time: 11:58:00.160585
- B/E: 69 / 287 , Gen_loss: -0.3547922 MI_loss: 21.576105 Detection error: 0.009807169437408447 time: 11:58:01.046123
- B/E: 70 / 287 , Gen_loss: -0.37004772 MI_loss: 22.2765 Detection error: 0.009795784950256348 time: 11:58:01.935647
- B/E: 71 / 287 , Gen_loss: -0.35500142 MI_loss: 21.485378 Detection error: 0.009799480438232422 time: 11:58:02.818490
- B/E: 72 / 287 , Gen_loss: -0.35460138 MI_loss: 21.45177 Detection error: 0.00979626178741455 time: 11:58:03.702652
- B/E: 73 / 287 , Gen_loss: -0.34923825 MI_loss: 21.01929 Detection error: 0.009794354438781738 time: 11:58:04.589912
- B/E: 74 / 287 , Gen_loss: -0.36473036 MI_loss: 22.311525 Detection error: 0.00978916883468628 time: 11:58:05.474149
- B/E: 75 / 287 , Gen_loss: -0.36536002 MI_loss: 22.183231 Detection error: 0.009783327579498291 time: 11:58:06.358381
- B/E: 76 / 287 , Gen_loss: -0.35296342 MI_loss: 21.341026 Detection error: 0.009790182113647461 time: 11:58:07.245266
- B/E: 77 / 287 , Gen_loss: -0.35819933 MI_loss: 21.600313 Detection error: 0.009785234928131104 time: 11:58:08.128979
- B/E: 78 / 287 , Gen_loss: -0.36932054 MI_loss: 22.301733 Detection error: 0.009780049324035645 time: 11:58:09.012949
- B/E: 79 / 287 , Gen_loss: -0.36582807 MI_loss: 22.000975 Detection error: 0.009790599346160889 time: 11:58:09.995232
- B/E: 80 / 287 , Gen_loss: -0.3545159 MI_loss: 21.51308 Detection error: 0.009799778461456299 time: 11:58:10.877317
- B/E: 81 / 287 , Gen_loss: -0.35150036 MI_loss: 21.29802 Detection error: 0.009789645671844482 time: 11:58:11.763373
- B/E: 82 / 287 , Gen_loss: -0.36088434 MI_loss: 21.902033 Detection error: 0.00978541374206543 time: 11:58:12.650544
- B/E: 83 / 287 , Gen_loss: -0.3586818 MI_loss: 21.69044 Detection error: 0.00978940725326538 time: 11:58:13.531231
- B/E: 84 / 287 , Gen_loss: -0.34852993 MI_loss: 21.10401 Detection error: 0.009787499904632568 time: 11:58:14.345132
- B/E: 85 / 287 , Gen_loss: -0.36201936 MI_loss: 21.865112 Detection error: 0.00976419448852539 time: 11:58:15.130926
- B/E: 86 / 287 , Gen_loss: -0.37234026 MI_loss: 22.631817 Detection error: 0.009765803813934326 time: 11:58:16.026531
- B/E: 87 / 287 , Gen_loss: -0.356137 MI_loss: 21.438623 Detection error: 0.009749650955200195 time: 11:58:16.908326
- B/E: 88 / 287 , Gen_loss: -0.36836952 MI_loss: 22.342213 Detection error: 0.009741902351379395 time: 11:58:17.795079
- B/E: 89 / 287 , Gen_loss: -0.3642172 MI_loss: 22.208387 Detection error: 0.009747564792633057 time: 11:58:18.714199
- B/E: 90 / 287 , Gen_loss: -0.35550657 MI_loss: 21.591154 Detection error: 0.009753763675689697 time: 11:58:19.597240
- B/E: 91 / 287 , Gen_loss: -0.36224642 MI_loss: 21.949064 Detection error: 0.009758472442626953 time: 11:58:20.480976
- B/E: 92 / 287 , Gen_loss: -0.35116807 MI_loss: 21.194698 Detection error: 0.00974494218826294 time: 11:58:21.365814
- B/E: 93 / 287 , Gen_loss: -0.35765857 MI_loss: 21.616636 Detection error: 0.009752631187438965 time: 11:58:22.250840
- B/E: 94 / 287 , Gen_loss: -0.3630377 MI_loss: 21.993465 Detection error: 0.009757578372955322 time: 11:58:23.141372
- B/E: 95 / 287 , Gen_loss: -0.35556543 MI_loss: 21.480717 Detection error: 0.009763658046722412 time: 11:58:24.111681
- B/E: 96 / 287 , Gen_loss: -0.36370763 MI_loss: 22.027435 Detection error: 0.00976032018661499 time: 11:58:24.995501
- B/E: 97 / 287 , Gen_loss: -0.366477 MI_loss: 22.259644 Detection error: 0.009756684303283691 time: 11:58:25.883763
- B/E: 98 / 287 , Gen_loss: -0.36035007 MI_loss: 21.816858 Detection error: 0.009745895862579346 time: 11:58:26.770343
- B/E: 99 / 287 , Gen_loss: -0.36570063 MI_loss: 22.15353 Detection error: 0.009739995002746582 time: 11:58:27.655740
- B/E: 100 / 287 , Gen_loss: -0.37230912 MI_loss: 22.601135 Detection error: 0.009746909141540527 time: 11:58:28.484396
- B/E: 101 / 287 , Gen_loss: -0.35549808 MI_loss: 21.49254 Detection error: 0.009750902652740479 time: 11:58:29.270185
- B/E: 102 / 287 , Gen_loss: -0.3598511 MI_loss: 21.847187 Detection error: 0.009751200675964355 time: 11:58:30.153146
- B/E: 103 / 287 , Gen_loss: -0.3704643 MI_loss: 22.317497 Detection error: 0.00974726676940918 time: 11:58:31.033765
- B/E: 104 / 287 , Gen_loss: -0.36365998 MI_loss: 22.036951 Detection error: 0.009750306606292725 time: 11:58:31.938990
- B/E: 105 / 287 , Gen_loss: -0.35235634 MI_loss: 21.45808 Detection error: 0.009747326374053955 time: 11:58:32.829459
- B/E: 106 / 287 , Gen_loss: -0.3675067 MI_loss: 22.24323 Detection error: 0.009751439094543457 time: 11:58:33.715328
- B/E: 107 / 287 , Gen_loss: -0.35971615 MI_loss: 21.863869 Detection error: 0.009749412536621094 time: 11:58:34.598084
- B/E: 108 / 287 , Gen_loss: -0.36657593 MI_loss: 22.278307 Detection error: 0.009752869606018066 time: 11:58:35.479381
- B/E: 109 / 287 , Gen_loss: -0.34600908 MI_loss: 20.95289 Detection error: 0.009752273559570312 time: 11:58:36.369942
- B/E: 110 / 287 , Gen_loss: -0.36155456 MI_loss: 21.688889 Detection error: 0.00974351167678833 time: 11:58:37.275921
- B/E: 111 / 287 , Gen_loss: -0.3640422 MI_loss: 22.008297 Detection error: 0.009740769863128662 time: 11:58:38.256819
- B/E: 112 / 287 , Gen_loss: -0.35862413 MI_loss: 21.718079 Detection error: 0.009740293025970459 time: 11:58:39.141320
- B/E: 113 / 287 , Gen_loss: -0.35887912 MI_loss: 21.784845 Detection error: 0.009742319583892822 time: 11:58:40.028893
- B/E: 114 / 287 , Gen_loss: -0.3583781 MI_loss: 21.831732 Detection error: 0.009746193885803223 time: 11:58:40.917640
- B/E: 115 / 287 , Gen_loss: -0.36151743 MI_loss: 21.72739 Detection error: 0.009741902351379395 time: 11:58:41.727604
- B/E: 116 / 287 , Gen_loss: -0.35180268 MI_loss: 21.241287 Detection error: 0.00974041223526001 time: 11:58:42.685903
- B/E: 117 / 287 , Gen_loss: -0.3555259 MI_loss: 21.700497 Detection error: 0.009740471839904785 time: 11:58:43.574315
- B/E: 118 / 287 , Gen_loss: -0.3447682 MI_loss: 20.818142 Detection error: 0.009737670421600342 time: 11:58:44.460315
- B/E: 119 / 287 , Gen_loss: -0.36267424 MI_loss: 21.953966 Detection error: 0.009729146957397461 time: 11:58:45.344983
- B/E: 120 / 287 , Gen_loss: -0.36030248 MI_loss: 21.950941 Detection error: 0.009731948375701904 time: 11:58:46.232330
- B/E: 121 / 287 , Gen_loss: -0.3571022 MI_loss: 21.6085 Detection error: 0.009734869003295898 time: 11:58:47.119239
- B/E: 122 / 287 , Gen_loss: -0.3749594 MI_loss: 22.675716 Detection error: 0.009729444980621338 time: 11:58:48.001051
- B/E: 123 / 287 , Gen_loss: -0.36167696 MI_loss: 21.798338 Detection error: 0.009724557399749756 time: 11:58:48.891041
- B/E: 124 / 287 , Gen_loss: -0.36120093 MI_loss: 21.914948 Detection error: 0.009724736213684082 time: 11:58:49.776177
- B/E: 125 / 287 , Gen_loss: -0.36124492 MI_loss: 21.932121 Detection error: 0.009728193283081055 time: 11:58:50.664175
- B/E: 126 / 287 , Gen_loss: -0.3579491 MI_loss: 21.72723 Detection error: 0.009736478328704834 time: 11:58:51.555297
- B/E: 127 / 287 , Gen_loss: -0.36173648 MI_loss: 22.05904 Detection error: 0.009736835956573486 time: 11:58:52.525545
- B/E: 128 / 287 , Gen_loss: -0.36429825 MI_loss: 22.07376 Detection error: 0.009739577770233154 time: 11:58:53.413156
- B/E: 129 / 287 , Gen_loss: -0.35935 MI_loss: 21.83182 Detection error: 0.009746372699737549 time: 11:58:54.303202
- B/E: 130 / 287 , Gen_loss: -0.36168212 MI_loss: 21.923187 Detection error: 0.009751200675964355 time: 11:58:55.187367
- B/E: 131 / 287 , Gen_loss: -0.35073975 MI_loss: 21.25793 Detection error: 0.009753763675689697 time: 11:58:56.067228
- B/E: 132 / 287 , Gen_loss: -0.36020347 MI_loss: 21.714931 Detection error: 0.009751439094543457 time: 11:58:56.904738
- B/E: 133 / 287 , Gen_loss: -0.36173734 MI_loss: 22.01604 Detection error: 0.009755849838256836 time: 11:58:57.713221
- B/E: 134 / 287 , Gen_loss: -0.35460472 MI_loss: 21.52433 Detection error: 0.00976341962814331 time: 11:58:58.571861
- B/E: 135 / 287 , Gen_loss: -0.36063626 MI_loss: 21.785643 Detection error: 0.009761035442352295 time: 11:58:59.452837
- B/E: 136 / 287 , Gen_loss: -0.36373237 MI_loss: 22.122574 Detection error: 0.009764134883880615 time: 11:59:00.339294
- B/E: 137 / 287 , Gen_loss: -0.35513332 MI_loss: 21.42255 Detection error: 0.009764254093170166 time: 11:59:01.221544
- B/E: 138 / 287 , Gen_loss: -0.36888286 MI_loss: 22.390598 Detection error: 0.009768187999725342 time: 11:59:02.106311
- B/E: 139 / 287 , Gen_loss: -0.36433104 MI_loss: 22.045784 Detection error: 0.009775221347808838 time: 11:59:02.997180
- B/E: 140 / 287 , Gen_loss: -0.36986858 MI_loss: 22.420807 Detection error: 0.009773731231689453 time: 11:59:03.884118
- B/E: 141 / 287 , Gen_loss: -0.36617512 MI_loss: 22.137295 Detection error: 0.009765386581420898 time: 11:59:04.774150
- B/E: 142 / 287 , Gen_loss: -0.36256433 MI_loss: 22.089005 Detection error: 0.009767889976501465 time: 11:59:05.662014
- B/E: 143 / 287 , Gen_loss: -0.3571088 MI_loss: 21.697065 Detection error: 0.009764134883880615 time: 11:59:06.608240
- B/E: 144 / 287 , Gen_loss: -0.35419208 MI_loss: 21.494194 Detection error: 0.009782135486602783 time: 11:59:07.415067
- B/E: 145 / 287 , Gen_loss: -0.35362414 MI_loss: 21.33205 Detection error: 0.009783148765563965 time: 11:59:08.189943
- B/E: 146 / 287 , Gen_loss: -0.3539669 MI_loss: 21.43189 Detection error: 0.009779095649719238 time: 11:59:08.973639
- B/E: 147 / 287 , Gen_loss: -0.3678865 MI_loss: 22.249458 Detection error: 0.009783387184143066 time: 11:59:09.825604
- B/E: 148 / 287 , Gen_loss: -0.35818425 MI_loss: 21.686401 Detection error: 0.00978630781173706 time: 11:59:10.714029
- B/E: 149 / 287 , Gen_loss: -0.36953777 MI_loss: 22.512114 Detection error: 0.00979083776473999 time: 11:59:11.598228
-
- Test Loss: 10.261953 Test Error: 0.01064997911453247
- -----
- EPOCH: 288
- B/E: 0 / 288 , Gen_loss: -0.35751328 MI_loss: 21.67428 Detection error: 0.009968757629394531 time: 11:59:13.536240
- B/E: 1 / 288 , Gen_loss: -0.35334846 MI_loss: 21.413065 Detection error: 0.01003122329711914 time: 11:59:57.317338
- B/E: 2 / 288 , Gen_loss: -0.36142835 MI_loss: 21.846409 Detection error: 0.009625017642974854 time: 11:59:58.189409
- B/E: 3 / 288 , Gen_loss: -0.35956717 MI_loss: 21.784943 Detection error: 0.009609401226043701 time: 11:59:58.988557
- B/E: 4 / 288 , Gen_loss: -0.3614008 MI_loss: 21.868418 Detection error: 0.00963127613067627 time: 11:59:59.775280
- B/E: 5 / 288 , Gen_loss: -0.35707504 MI_loss: 21.74164 Detection error: 0.009739577770233154 time: 12:00:00.746779
- B/E: 6 / 288 , Gen_loss: -0.360284 MI_loss: 21.906038 Detection error: 0.00976341962814331 time: 12:00:01.532130
- B/E: 7 / 288 , Gen_loss: -0.36345956 MI_loss: 21.890083 Detection error: 0.00985938310623169 time: 12:00:02.422934
- B/E: 8 / 288 , Gen_loss: -0.35806692 MI_loss: 21.784668 Detection error: 0.009774327278137207 time: 12:00:03.322272
- B/E: 9 / 288 , Gen_loss: -0.3677845 MI_loss: 22.42028 Detection error: 0.009753108024597168 time: 12:00:04.221818
- B/E: 10 / 288 , Gen_loss: -0.35916233 MI_loss: 21.660011 Detection error: 0.009713053703308105 time: 12:00:05.119868
- B/E: 11 / 288 , Gen_loss: -0.36333632 MI_loss: 22.009174 Detection error: 0.009799480438232422 time: 12:00:06.022856
- B/E: 12 / 288 , Gen_loss: -0.35754186 MI_loss: 21.760185 Detection error: 0.009836554527282715 time: 12:00:06.924545
- B/E: 13 / 288 , Gen_loss: -0.35593477 MI_loss: 21.604708 Detection error: 0.009837031364440918 time: 12:00:07.821771
- B/E: 14 / 288 , Gen_loss: -0.3743481 MI_loss: 22.617435 Detection error: 0.009820818901062012 time: 12:00:08.724600
- B/E: 15 / 288 , Gen_loss: -0.36206928 MI_loss: 21.939915 Detection error: 0.009808599948883057 time: 12:00:09.632035
- B/E: 16 / 288 , Gen_loss: -0.36505076 MI_loss: 22.055824 Detection error: 0.00978308916091919 time: 12:00:10.528159
- B/E: 17 / 288 , Gen_loss: -0.35866523 MI_loss: 21.714523 Detection error: 0.009755194187164307 time: 12:00:11.426211
- B/E: 18 / 288 , Gen_loss: -0.35373044 MI_loss: 21.40725 Detection error: 0.009727001190185547 time: 12:00:12.331684
- B/E: 19 / 288 , Gen_loss: -0.35573447 MI_loss: 21.597391 Detection error: 0.009717166423797607 time: 12:00:13.229342
- B/E: 20 / 288 , Gen_loss: -0.36453953 MI_loss: 22.152428 Detection error: 0.009775280952453613 time: 12:00:14.211500
- B/E: 21 / 288 , Gen_loss: -0.35791865 MI_loss: 21.645239 Detection error: 0.009792625904083252 time: 12:00:15.112116
- B/E: 22 / 288 , Gen_loss: -0.3632695 MI_loss: 21.964027 Detection error: 0.00975269079208374 time: 12:00:16.011792
- B/E: 23 / 288 , Gen_loss: -0.35778964 MI_loss: 21.564068 Detection error: 0.009751319885253906 time: 12:00:16.908266
- B/E: 24 / 288 , Gen_loss: -0.3614967 MI_loss: 21.841747 Detection error: 0.00975501537322998 time: 12:00:17.809193
- B/E: 25 / 288 , Gen_loss: -0.35823873 MI_loss: 21.555853 Detection error: 0.009768009185791016 time: 12:00:18.707457
- B/E: 26 / 288 , Gen_loss: -0.35871145 MI_loss: 21.75163 Detection error: 0.009813666343688965 time: 12:00:19.547040
- B/E: 27 / 288 , Gen_loss: -0.36298573 MI_loss: 22.05206 Detection error: 0.009829223155975342 time: 12:00:20.424457
- B/E: 28 / 288 , Gen_loss: -0.36320302 MI_loss: 21.915314 Detection error: 0.009827613830566406 time: 12:00:21.302815
- B/E: 29 / 288 , Gen_loss: -0.36338887 MI_loss: 22.007114 Detection error: 0.009840607643127441 time: 12:00:22.181690
- B/E: 30 / 288 , Gen_loss: -0.357964 MI_loss: 21.619143 Detection error: 0.009824573993682861 time: 12:00:23.075191
- B/E: 31 / 288 , Gen_loss: -0.3638963 MI_loss: 21.922743 Detection error: 0.009799778461456299 time: 12:00:23.957950
- B/E: 32 / 288 , Gen_loss: -0.36415666 MI_loss: 22.152351 Detection error: 0.009796380996704102 time: 12:00:24.823663
- B/E: 33 / 288 , Gen_loss: -0.35459152 MI_loss: 21.449425 Detection error: 0.009789526462554932 time: 12:00:25.694821
- B/E: 34 / 288 , Gen_loss: -0.3515264 MI_loss: 21.226244 Detection error: 0.009786605834960938 time: 12:00:26.566233
- B/E: 35 / 288 , Gen_loss: -0.36379138 MI_loss: 22.003963 Detection error: 0.009767353534698486 time: 12:00:27.441344
- B/E: 36 / 288 , Gen_loss: -0.3666437 MI_loss: 22.162113 Detection error: 0.009767711162567139 time: 12:00:28.396147
- B/E: 37 / 288 , Gen_loss: -0.36086828 MI_loss: 21.795595 Detection error: 0.009775519371032715 time: 12:00:29.267661
- B/E: 38 / 288 , Gen_loss: -0.36000222 MI_loss: 21.805283 Detection error: 0.009784460067749023 time: 12:00:30.141013
- B/E: 39 / 288 , Gen_loss: -0.35774574 MI_loss: 21.597261 Detection error: 0.009776592254638672 time: 12:00:31.016730
- B/E: 40 / 288 , Gen_loss: -0.36724812 MI_loss: 22.231514 Detection error: 0.009762942790985107 time: 12:00:31.903949
- B/E: 41 / 288 , Gen_loss: -0.3576907 MI_loss: 21.601717 Detection error: 0.009772300720214844 time: 12:00:32.799800
- B/E: 42 / 288 , Gen_loss: -0.36816734 MI_loss: 22.389297 Detection error: 0.00977468490600586 time: 12:00:33.722753
- B/E: 43 / 288 , Gen_loss: -0.35473207 MI_loss: 21.250559 Detection error: 0.00976705551147461 time: 12:00:34.629232
- B/E: 44 / 288 , Gen_loss: -0.36167622 MI_loss: 21.956573 Detection error: 0.009788870811462402 time: 12:00:35.526802
- B/E: 45 / 288 , Gen_loss: -0.36784446 MI_loss: 22.326088 Detection error: 0.009794831275939941 time: 12:00:36.413960
- B/E: 46 / 288 , Gen_loss: -0.3509676 MI_loss: 21.262985 Detection error: 0.009801864624023438 time: 12:00:37.322738
- B/E: 47 / 288 , Gen_loss: -0.3611556 MI_loss: 21.856249 Detection error: 0.009809255599975586 time: 12:00:38.216749
- B/E: 48 / 288 , Gen_loss: -0.3643306 MI_loss: 22.19758 Detection error: 0.009823977947235107 time: 12:00:39.140515
- B/E: 49 / 288 , Gen_loss: -0.3610162 MI_loss: 22.015884 Detection error: 0.009824991226196289 time: 12:00:40.049426
- B/E: 50 / 288 , Gen_loss: -0.34849086 MI_loss: 21.222708 Detection error: 0.009827196598052979 time: 12:00:40.943620
- B/E: 51 / 288 , Gen_loss: -0.35739797 MI_loss: 21.87482 Detection error: 0.009836554527282715 time: 12:00:41.841761
- B/E: 52 / 288 , Gen_loss: -0.3673496 MI_loss: 22.23698 Detection error: 0.009831368923187256 time: 12:00:42.837971
- B/E: 53 / 288 , Gen_loss: -0.3664921 MI_loss: 22.050655 Detection error: 0.009837985038757324 time: 12:00:43.749756
- B/E: 54 / 288 , Gen_loss: -0.36675262 MI_loss: 22.263073 Detection error: 0.009837508201599121 time: 12:00:44.649718
- B/E: 55 / 288 , Gen_loss: -0.36622334 MI_loss: 22.175327 Detection error: 0.00982755422592163 time: 12:00:45.545264
- B/E: 56 / 288 , Gen_loss: -0.36750603 MI_loss: 22.289478 Detection error: 0.009809732437133789 time: 12:00:46.439907
- B/E: 57 / 288 , Gen_loss: -0.35492608 MI_loss: 21.50685 Detection error: 0.009806036949157715 time: 12:00:47.336928
- B/E: 58 / 288 , Gen_loss: -0.35881516 MI_loss: 21.548279 Detection error: 0.009791314601898193 time: 12:00:48.233859
- B/E: 59 / 288 , Gen_loss: -0.3598754 MI_loss: 21.695713 Detection error: 0.009810924530029297 time: 12:00:49.127735
- B/E: 60 / 288 , Gen_loss: -0.37019947 MI_loss: 22.317123 Detection error: 0.009800195693969727 time: 12:00:50.023948
- B/E: 61 / 288 , Gen_loss: -0.35511422 MI_loss: 21.441647 Detection error: 0.009800910949707031 time: 12:00:50.926008
- B/E: 62 / 288 , Gen_loss: -0.36634636 MI_loss: 22.191233 Detection error: 0.009810030460357666 time: 12:00:51.824105
- B/E: 63 / 288 , Gen_loss: -0.36414233 MI_loss: 22.121159 Detection error: 0.009809553623199463 time: 12:00:52.723217
- B/E: 64 / 288 , Gen_loss: -0.36519036 MI_loss: 22.148327 Detection error: 0.009807705879211426 time: 12:00:53.629412
- B/E: 65 / 288 , Gen_loss: -0.3452208 MI_loss: 20.877493 Detection error: 0.009807765483856201 time: 12:00:54.529574
- B/E: 66 / 288 , Gen_loss: -0.3687738 MI_loss: 22.30504 Detection error: 0.009800374507904053 time: 12:00:55.424376
- B/E: 67 / 288 , Gen_loss: -0.3646304 MI_loss: 21.980064 Detection error: 0.009791374206542969 time: 12:00:56.321748
- B/E: 68 / 288 , Gen_loss: -0.35717857 MI_loss: 21.716995 Detection error: 0.00980299711227417 time: 12:00:57.319012
- B/E: 69 / 288 , Gen_loss: -0.36369857 MI_loss: 21.990189 Detection error: 0.009806692600250244 time: 12:00:58.213168
- B/E: 70 / 288 , Gen_loss: -0.36293522 MI_loss: 21.9253 Detection error: 0.009806334972381592 time: 12:00:59.103204
- B/E: 71 / 288 , Gen_loss: -0.34940487 MI_loss: 21.215187 Detection error: 0.009801208972930908 time: 12:00:59.987259
- B/E: 72 / 288 , Gen_loss: -0.36250064 MI_loss: 22.037067 Detection error: 0.009808659553527832 time: 12:01:00.871907
- B/E: 73 / 288 , Gen_loss: -0.36309648 MI_loss: 22.038776 Detection error: 0.009801924228668213 time: 12:01:01.755517
- B/E: 74 / 288 , Gen_loss: -0.3673844 MI_loss: 22.432177 Detection error: 0.00979834794998169 time: 12:01:02.646541
- B/E: 75 / 288 , Gen_loss: -0.35355687 MI_loss: 21.485168 Detection error: 0.009793579578399658 time: 12:01:03.545788
- B/E: 76 / 288 , Gen_loss: -0.3596857 MI_loss: 21.802773 Detection error: 0.009794235229492188 time: 12:01:04.449221
- B/E: 77 / 288 , Gen_loss: -0.35574758 MI_loss: 21.558367 Detection error: 0.009796082973480225 time: 12:01:05.343597
- B/E: 78 / 288 , Gen_loss: -0.3634724 MI_loss: 21.75308 Detection error: 0.00978165864944458 time: 12:01:06.242307
- B/E: 79 / 288 , Gen_loss: -0.36594486 MI_loss: 22.208963 Detection error: 0.009793341159820557 time: 12:01:07.143085
- B/E: 80 / 288 , Gen_loss: -0.3554724 MI_loss: 21.593979 Detection error: 0.009803235530853271 time: 12:01:08.043936
- B/E: 81 / 288 , Gen_loss: -0.36469448 MI_loss: 22.06373 Detection error: 0.009796857833862305 time: 12:01:08.938944
- B/E: 82 / 288 , Gen_loss: -0.35565636 MI_loss: 21.51648 Detection error: 0.009790658950805664 time: 12:01:09.837914
- B/E: 83 / 288 , Gen_loss: -0.36500627 MI_loss: 22.022017 Detection error: 0.009790897369384766 time: 12:01:10.737574
- B/E: 84 / 288 , Gen_loss: -0.36112118 MI_loss: 22.037064 Detection error: 0.009791553020477295 time: 12:01:11.666497
- B/E: 85 / 288 , Gen_loss: -0.34697035 MI_loss: 20.962055 Detection error: 0.00977545976638794 time: 12:01:12.476321
- B/E: 86 / 288 , Gen_loss: -0.35890192 MI_loss: 21.738369 Detection error: 0.009771525859832764 time: 12:01:13.274954
- B/E: 87 / 288 , Gen_loss: -0.35280776 MI_loss: 21.338947 Detection error: 0.00975888967514038 time: 12:01:14.109884
- B/E: 88 / 288 , Gen_loss: -0.353944 MI_loss: 21.44171 Detection error: 0.009747207164764404 time: 12:01:15.047752
- B/E: 89 / 288 , Gen_loss: -0.35804063 MI_loss: 21.779856 Detection error: 0.009758353233337402 time: 12:01:15.949026
- B/E: 90 / 288 , Gen_loss: -0.3597831 MI_loss: 21.782537 Detection error: 0.009754836559295654 time: 12:01:16.848370
- B/E: 91 / 288 , Gen_loss: -0.35895583 MI_loss: 21.769213 Detection error: 0.009761571884155273 time: 12:01:17.720162
- B/E: 92 / 288 , Gen_loss: -0.35051873 MI_loss: 21.237703 Detection error: 0.00975269079208374 time: 12:01:18.576907
- B/E: 93 / 288 , Gen_loss: -0.3585318 MI_loss: 21.64012 Detection error: 0.009751319885253906 time: 12:01:19.364167
- B/E: 94 / 288 , Gen_loss: -0.35782492 MI_loss: 21.767519 Detection error: 0.009761512279510498 time: 12:01:20.189903
- B/E: 95 / 288 , Gen_loss: -0.36289912 MI_loss: 22.016449 Detection error: 0.009768247604370117 time: 12:01:21.101148
- B/E: 96 / 288 , Gen_loss: -0.3658855 MI_loss: 22.104927 Detection error: 0.009762585163116455 time: 12:01:21.986972
- B/E: 97 / 288 , Gen_loss: -0.3648068 MI_loss: 22.145828 Detection error: 0.00975733995437622 time: 12:01:22.864903
- B/E: 98 / 288 , Gen_loss: -0.36625516 MI_loss: 22.12439 Detection error: 0.009749054908752441 time: 12:01:23.757890
- B/E: 99 / 288 , Gen_loss: -0.36296147 MI_loss: 22.082703 Detection error: 0.009744703769683838 time: 12:01:24.659128
- B/E: 100 / 288 , Gen_loss: -0.37061355 MI_loss: 22.364677 Detection error: 0.009749352931976318 time: 12:01:25.654600
- B/E: 101 / 288 , Gen_loss: -0.35961673 MI_loss: 21.858 Detection error: 0.009757041931152344 time: 12:01:26.557445
- B/E: 102 / 288 , Gen_loss: -0.35160637 MI_loss: 21.456982 Detection error: 0.009754836559295654 time: 12:01:27.456758
- B/E: 103 / 288 , Gen_loss: -0.37076378 MI_loss: 22.41085 Detection error: 0.009750008583068848 time: 12:01:28.358260
- B/E: 104 / 288 , Gen_loss: -0.36106262 MI_loss: 21.886644 Detection error: 0.009753882884979248 time: 12:01:29.258979
- B/E: 105 / 288 , Gen_loss: -0.3607848 MI_loss: 21.959509 Detection error: 0.009753227233886719 time: 12:01:30.155878
- B/E: 106 / 288 , Gen_loss: -0.3537833 MI_loss: 21.426458 Detection error: 0.009753823280334473 time: 12:01:31.052629
- B/E: 107 / 288 , Gen_loss: -0.3626494 MI_loss: 22.008919 Detection error: 0.009755194187164307 time: 12:01:31.952248
- B/E: 108 / 288 , Gen_loss: -0.3521604 MI_loss: 21.361164 Detection error: 0.009757757186889648 time: 12:01:32.897007
- B/E: 109 / 288 , Gen_loss: -0.3650746 MI_loss: 22.073627 Detection error: 0.009751975536346436 time: 12:01:33.794518
- B/E: 110 / 288 , Gen_loss: -0.3648146 MI_loss: 21.923306 Detection error: 0.009745240211486816 time: 12:01:34.702032
- B/E: 111 / 288 , Gen_loss: -0.36081326 MI_loss: 21.83409 Detection error: 0.00974416732788086 time: 12:01:35.599451
- B/E: 112 / 288 , Gen_loss: -0.36498764 MI_loss: 21.951405 Detection error: 0.009739518165588379 time: 12:01:36.501841
- B/E: 113 / 288 , Gen_loss: -0.35515553 MI_loss: 21.620731 Detection error: 0.009745597839355469 time: 12:01:37.416167
- B/E: 114 / 288 , Gen_loss: -0.36006925 MI_loss: 21.786613 Detection error: 0.009746193885803223 time: 12:01:38.303616
- B/E: 115 / 288 , Gen_loss: -0.3735238 MI_loss: 22.506489 Detection error: 0.00974351167678833 time: 12:01:39.190833
- B/E: 116 / 288 , Gen_loss: -0.3655633 MI_loss: 22.269299 Detection error: 0.00974118709564209 time: 12:01:40.168146
- B/E: 117 / 288 , Gen_loss: -0.35278046 MI_loss: 21.455658 Detection error: 0.0097428560256958 time: 12:01:41.050934
- B/E: 118 / 288 , Gen_loss: -0.36239627 MI_loss: 21.868998 Detection error: 0.009735822677612305 time: 12:01:41.943226
- B/E: 119 / 288 , Gen_loss: -0.36042175 MI_loss: 21.747194 Detection error: 0.009729921817779541 time: 12:01:42.825966
- B/E: 120 / 288 , Gen_loss: -0.35245427 MI_loss: 21.412043 Detection error: 0.009728550910949707 time: 12:01:43.711745
- B/E: 121 / 288 , Gen_loss: -0.372504 MI_loss: 22.601067 Detection error: 0.009733378887176514 time: 12:01:44.597356
- B/E: 122 / 288 , Gen_loss: -0.35552865 MI_loss: 21.566133 Detection error: 0.00972890853881836 time: 12:01:45.486616
- B/E: 123 / 288 , Gen_loss: -0.3525411 MI_loss: 21.440039 Detection error: 0.00972527265548706 time: 12:01:46.373916
- B/E: 124 / 288 , Gen_loss: -0.36525875 MI_loss: 22.085213 Detection error: 0.009722232818603516 time: 12:01:47.261946
- B/E: 125 / 288 , Gen_loss: -0.35547978 MI_loss: 21.608335 Detection error: 0.009722709655761719 time: 12:01:48.152471
- B/E: 126 / 288 , Gen_loss: -0.3591235 MI_loss: 21.76012 Detection error: 0.009735465049743652 time: 12:01:49.045183
- B/E: 127 / 288 , Gen_loss: -0.36461782 MI_loss: 22.22668 Detection error: 0.009733140468597412 time: 12:01:49.932688
- B/E: 128 / 288 , Gen_loss: -0.3574896 MI_loss: 21.588242 Detection error: 0.009739100933074951 time: 12:01:50.817641
- B/E: 129 / 288 , Gen_loss: -0.3647699 MI_loss: 22.271727 Detection error: 0.009745180606842041 time: 12:01:51.707213
- B/E: 130 / 288 , Gen_loss: -0.3581983 MI_loss: 21.824743 Detection error: 0.009751439094543457 time: 12:01:52.593502
- B/E: 131 / 288 , Gen_loss: -0.35905322 MI_loss: 21.686142 Detection error: 0.00975710153579712 time: 12:01:53.481292
- B/E: 132 / 288 , Gen_loss: -0.36702314 MI_loss: 22.210936 Detection error: 0.009753763675689697 time: 12:01:54.455525
- B/E: 133 / 288 , Gen_loss: -0.3656444 MI_loss: 22.289526 Detection error: 0.00975722074508667 time: 12:01:55.343046
- B/E: 134 / 288 , Gen_loss: -0.36105105 MI_loss: 21.986576 Detection error: 0.009764611721038818 time: 12:01:56.229986
- B/E: 135 / 288 , Gen_loss: -0.36738992 MI_loss: 22.19143 Detection error: 0.009766995906829834 time: 12:01:57.144985
- B/E: 136 / 288 , Gen_loss: -0.35883984 MI_loss: 21.880806 Detection error: 0.009769618511199951 time: 12:01:58.028637
- B/E: 137 / 288 , Gen_loss: -0.35846755 MI_loss: 21.71023 Detection error: 0.009771287441253662 time: 12:01:58.910863
- B/E: 138 / 288 , Gen_loss: -0.35967642 MI_loss: 21.743286 Detection error: 0.009772956371307373 time: 12:01:59.827208
- B/E: 139 / 288 , Gen_loss: -0.36179945 MI_loss: 21.99347 Detection error: 0.009777247905731201 time: 12:02:00.727126
- B/E: 140 / 288 , Gen_loss: -0.3420794 MI_loss: 20.692215 Detection error: 0.00977259874343872 time: 12:02:01.610430
- B/E: 141 / 288 , Gen_loss: -0.36275816 MI_loss: 22.097795 Detection error: 0.009775519371032715 time: 12:02:02.518906
- B/E: 142 / 288 , Gen_loss: -0.361875 MI_loss: 21.932417 Detection error: 0.00977247953414917 time: 12:02:03.415497
- B/E: 143 / 288 , Gen_loss: -0.357166 MI_loss: 21.680687 Detection error: 0.009768903255462646 time: 12:02:04.296006
- B/E: 144 / 288 , Gen_loss: -0.3566106 MI_loss: 21.47493 Detection error: 0.009782731533050537 time: 12:02:05.184188
- B/E: 145 / 288 , Gen_loss: -0.36094502 MI_loss: 21.990278 Detection error: 0.009787440299987793 time: 12:02:06.069308
- B/E: 146 / 288 , Gen_loss: -0.35830846 MI_loss: 21.67707 Detection error: 0.009784221649169922 time: 12:02:06.955233
- B/E: 147 / 288 , Gen_loss: -0.36084723 MI_loss: 21.77094 Detection error: 0.009788453578948975 time: 12:02:07.841610
- B/E: 148 / 288 , Gen_loss: -0.3704103 MI_loss: 22.39303 Detection error: 0.009788811206817627 time: 12:02:08.744139
- B/E: 149 / 288 , Gen_loss: -0.36234295 MI_loss: 21.988249 Detection error: 0.009796440601348877 time: 12:02:09.519430
-
- Test Loss: 10.263459 Test Error: 0.01064997911453247
- -----
- EPOCH: 289
- B/E: 0 / 289 , Gen_loss: -0.35649088 MI_loss: 21.544384 Detection error: 0.010312497615814209 time: 12:02:11.370441
- B/E: 1 / 289 , Gen_loss: -0.35570526 MI_loss: 21.567833 Detection error: 0.010203123092651367 time: 12:02:55.261607
- B/E: 2 / 289 , Gen_loss: -0.3522526 MI_loss: 21.206352 Detection error: 0.009625017642974854 time: 12:02:56.186649
- B/E: 3 / 289 , Gen_loss: -0.36838365 MI_loss: 22.172615 Detection error: 0.009664058685302734 time: 12:02:57.086309
- B/E: 4 / 289 , Gen_loss: -0.36132905 MI_loss: 21.856697 Detection error: 0.009724974632263184 time: 12:02:57.950184
- B/E: 5 / 289 , Gen_loss: -0.35829452 MI_loss: 21.8647 Detection error: 0.009692728519439697 time: 12:02:58.723539
- B/E: 6 / 289 , Gen_loss: -0.3498307 MI_loss: 21.371113 Detection error: 0.00982588529586792 time: 12:02:59.497626
- B/E: 7 / 289 , Gen_loss: -0.3725021 MI_loss: 22.553507 Detection error: 0.009890615940093994 time: 12:03:00.277819
- B/E: 8 / 289 , Gen_loss: -0.37256375 MI_loss: 22.493958 Detection error: 0.009833335876464844 time: 12:03:01.052659
- B/E: 9 / 289 , Gen_loss: -0.36889637 MI_loss: 22.343641 Detection error: 0.009790599346160889 time: 12:03:01.934631
- B/E: 10 / 289 , Gen_loss: -0.369873 MI_loss: 22.353323 Detection error: 0.009772717952728271 time: 12:03:02.922349
- B/E: 11 / 289 , Gen_loss: -0.36281338 MI_loss: 22.011507 Detection error: 0.009848952293395996 time: 12:03:03.807414
- B/E: 12 / 289 , Gen_loss: -0.34939852 MI_loss: 21.206244 Detection error: 0.00988459587097168 time: 12:03:04.645579
- B/E: 13 / 289 , Gen_loss: -0.3682357 MI_loss: 22.249413 Detection error: 0.009843766689300537 time: 12:03:05.481535
- B/E: 14 / 289 , Gen_loss: -0.3683257 MI_loss: 22.290325 Detection error: 0.009843766689300537 time: 12:03:06.365785
- B/E: 15 / 289 , Gen_loss: -0.36159387 MI_loss: 21.815895 Detection error: 0.009839832782745361 time: 12:03:07.251751
- B/E: 16 / 289 , Gen_loss: -0.354616 MI_loss: 21.326065 Detection error: 0.009805142879486084 time: 12:03:08.133750
- B/E: 17 / 289 , Gen_loss: -0.3666391 MI_loss: 22.04796 Detection error: 0.009767353534698486 time: 12:03:09.029574
- B/E: 18 / 289 , Gen_loss: -0.3610229 MI_loss: 21.923845 Detection error: 0.009754955768585205 time: 12:03:09.910418
- B/E: 19 / 289 , Gen_loss: -0.36368415 MI_loss: 22.138247 Detection error: 0.009740650653839111 time: 12:03:10.791995
- B/E: 20 / 289 , Gen_loss: -0.36716166 MI_loss: 22.200886 Detection error: 0.009784221649169922 time: 12:03:11.673900
- B/E: 21 / 289 , Gen_loss: -0.3600883 MI_loss: 21.941078 Detection error: 0.009791195392608643 time: 12:03:12.551100
- B/E: 22 / 289 , Gen_loss: -0.36588764 MI_loss: 22.126032 Detection error: 0.00977855920791626 time: 12:03:13.436480
- B/E: 23 / 289 , Gen_loss: -0.3596665 MI_loss: 21.668972 Detection error: 0.009763002395629883 time: 12:03:14.330182
- B/E: 24 / 289 , Gen_loss: -0.35626945 MI_loss: 21.476849 Detection error: 0.009778738021850586 time: 12:03:15.214688
- B/E: 25 / 289 , Gen_loss: -0.3539607 MI_loss: 21.38439 Detection error: 0.009801685810089111 time: 12:03:16.178454
- B/E: 26 / 289 , Gen_loss: -0.3615934 MI_loss: 22.01541 Detection error: 0.009839117527008057 time: 12:03:17.095108
- B/E: 27 / 289 , Gen_loss: -0.35837072 MI_loss: 21.902042 Detection error: 0.009844839572906494 time: 12:03:17.980903
- B/E: 28 / 289 , Gen_loss: -0.36314815 MI_loss: 21.96703 Detection error: 0.009843766689300537 time: 12:03:18.869140
- B/E: 29 / 289 , Gen_loss: -0.3621415 MI_loss: 22.074131 Detection error: 0.009867727756500244 time: 12:03:19.797327
- B/E: 30 / 289 , Gen_loss: -0.3615909 MI_loss: 21.807371 Detection error: 0.009836673736572266 time: 12:03:20.680269
- B/E: 31 / 289 , Gen_loss: -0.36740175 MI_loss: 22.230316 Detection error: 0.009814441204071045 time: 12:03:21.577912
- B/E: 32 / 289 , Gen_loss: -0.36056978 MI_loss: 21.95207 Detection error: 0.009836196899414062 time: 12:03:22.473596
- B/E: 33 / 289 , Gen_loss: -0.35097557 MI_loss: 21.181728 Detection error: 0.009811580181121826 time: 12:03:23.408029
- B/E: 34 / 289 , Gen_loss: -0.35114306 MI_loss: 21.439528 Detection error: 0.009803593158721924 time: 12:03:24.306598
- B/E: 35 / 289 , Gen_loss: -0.37558874 MI_loss: 22.850344 Detection error: 0.009793400764465332 time: 12:03:25.194518
- B/E: 36 / 289 , Gen_loss: -0.3649566 MI_loss: 22.098736 Detection error: 0.009790539741516113 time: 12:03:26.071659
- B/E: 37 / 289 , Gen_loss: -0.36412388 MI_loss: 21.894299 Detection error: 0.009794414043426514 time: 12:03:26.956820
- B/E: 38 / 289 , Gen_loss: -0.36141744 MI_loss: 21.822384 Detection error: 0.009810090065002441 time: 12:03:27.859264
- B/E: 39 / 289 , Gen_loss: -0.36246252 MI_loss: 21.788279 Detection error: 0.009783565998077393 time: 12:03:28.755234
- B/E: 40 / 289 , Gen_loss: -0.35265455 MI_loss: 21.367298 Detection error: 0.009784281253814697 time: 12:03:29.706758
- B/E: 41 / 289 , Gen_loss: -0.36631998 MI_loss: 22.322824 Detection error: 0.009797632694244385 time: 12:03:30.708274
- B/E: 42 / 289 , Gen_loss: -0.34380758 MI_loss: 20.813227 Detection error: 0.00977325439453125 time: 12:03:31.630355
- B/E: 43 / 289 , Gen_loss: -0.36746106 MI_loss: 22.385593 Detection error: 0.009782671928405762 time: 12:03:32.533247
- B/E: 44 / 289 , Gen_loss: -0.35995075 MI_loss: 21.724644 Detection error: 0.009793758392333984 time: 12:03:33.451515
- B/E: 45 / 289 , Gen_loss: -0.35577005 MI_loss: 21.646343 Detection error: 0.009805679321289062 time: 12:03:34.361445
- B/E: 46 / 289 , Gen_loss: -0.35448185 MI_loss: 21.433044 Detection error: 0.009813189506530762 time: 12:03:35.145538
- B/E: 47 / 289 , Gen_loss: -0.3562738 MI_loss: 21.591816 Detection error: 0.009815752506256104 time: 12:03:35.957240
- B/E: 48 / 289 , Gen_loss: -0.36325723 MI_loss: 21.997295 Detection error: 0.009832262992858887 time: 12:03:36.782419
- B/E: 49 / 289 , Gen_loss: -0.35729438 MI_loss: 21.672636 Detection error: 0.009840607643127441 time: 12:03:37.608519
- B/E: 50 / 289 , Gen_loss: -0.3679132 MI_loss: 22.44852 Detection error: 0.00983273983001709 time: 12:03:38.482961
- B/E: 51 / 289 , Gen_loss: -0.36331916 MI_loss: 22.136017 Detection error: 0.0098419189453125 time: 12:03:39.294033
- B/E: 52 / 289 , Gen_loss: -0.37244165 MI_loss: 22.592455 Detection error: 0.009836673736572266 time: 12:03:40.136859
- B/E: 53 / 289 , Gen_loss: -0.36686638 MI_loss: 22.205345 Detection error: 0.009850144386291504 time: 12:03:40.980631
- B/E: 54 / 289 , Gen_loss: -0.35867968 MI_loss: 21.687302 Detection error: 0.00984489917755127 time: 12:03:41.776499
- B/E: 55 / 289 , Gen_loss: -0.36126864 MI_loss: 21.893522 Detection error: 0.009832024574279785 time: 12:03:42.592594
- B/E: 56 / 289 , Gen_loss: -0.36718538 MI_loss: 22.25013 Detection error: 0.009818553924560547 time: 12:03:43.380291
- B/E: 57 / 289 , Gen_loss: -0.3706565 MI_loss: 22.468626 Detection error: 0.009815752506256104 time: 12:03:44.308740
- B/E: 58 / 289 , Gen_loss: -0.35690936 MI_loss: 21.553097 Detection error: 0.00979924201965332 time: 12:03:45.160324
- B/E: 59 / 289 , Gen_loss: -0.36956266 MI_loss: 22.70714 Detection error: 0.009816646575927734 time: 12:03:45.944988
- B/E: 60 / 289 , Gen_loss: -0.36598498 MI_loss: 22.053835 Detection error: 0.009804844856262207 time: 12:03:46.816913
- B/E: 61 / 289 , Gen_loss: -0.35468233 MI_loss: 21.50067 Detection error: 0.009810984134674072 time: 12:03:47.713338
- B/E: 62 / 289 , Gen_loss: -0.36572993 MI_loss: 22.271587 Detection error: 0.009816467761993408 time: 12:03:48.609745
- B/E: 63 / 289 , Gen_loss: -0.3513899 MI_loss: 21.229246 Detection error: 0.009813964366912842 time: 12:03:49.504559
- B/E: 64 / 289 , Gen_loss: -0.35661685 MI_loss: 21.58961 Detection error: 0.009811997413635254 time: 12:03:50.403246
- B/E: 65 / 289 , Gen_loss: -0.36365244 MI_loss: 21.989674 Detection error: 0.009813904762268066 time: 12:03:51.300793
- B/E: 66 / 289 , Gen_loss: -0.36520535 MI_loss: 22.175863 Detection error: 0.00979989767074585 time: 12:03:52.201506
- B/E: 67 / 289 , Gen_loss: -0.36330903 MI_loss: 21.993778 Detection error: 0.009790420532226562 time: 12:03:53.106085
- B/E: 68 / 289 , Gen_loss: -0.35960355 MI_loss: 21.847527 Detection error: 0.009801149368286133 time: 12:03:54.004914
- B/E: 69 / 289 , Gen_loss: -0.362831 MI_loss: 21.964645 Detection error: 0.009810686111450195 time: 12:03:54.902601
- B/E: 70 / 289 , Gen_loss: -0.35326955 MI_loss: 21.37119 Detection error: 0.009808957576751709 time: 12:03:55.823126
- B/E: 71 / 289 , Gen_loss: -0.36274514 MI_loss: 21.972898 Detection error: 0.009807705879211426 time: 12:03:56.725202
- B/E: 72 / 289 , Gen_loss: -0.3567116 MI_loss: 21.805338 Detection error: 0.00981205701828003 time: 12:03:57.622068
- B/E: 73 / 289 , Gen_loss: -0.35871166 MI_loss: 21.890203 Detection error: 0.009806156158447266 time: 12:03:58.602297
- B/E: 74 / 289 , Gen_loss: -0.35732353 MI_loss: 21.662443 Detection error: 0.009803354740142822 time: 12:03:59.501259
- B/E: 75 / 289 , Gen_loss: -0.3616986 MI_loss: 22.068422 Detection error: 0.009793579578399658 time: 12:04:00.401546
- B/E: 76 / 289 , Gen_loss: -0.34635264 MI_loss: 20.836937 Detection error: 0.009801924228668213 time: 12:04:01.237173
- B/E: 77 / 289 , Gen_loss: -0.36160436 MI_loss: 21.847668 Detection error: 0.009793698787689209 time: 12:04:02.032736
- B/E: 78 / 289 , Gen_loss: -0.35643712 MI_loss: 21.63968 Detection error: 0.009786367416381836 time: 12:04:02.820635
- B/E: 79 / 289 , Gen_loss: -0.35680747 MI_loss: 21.598642 Detection error: 0.009792983531951904 time: 12:04:03.612234
- B/E: 80 / 289 , Gen_loss: -0.35865176 MI_loss: 21.730848 Detection error: 0.009803235530853271 time: 12:04:04.501727
- B/E: 81 / 289 , Gen_loss: -0.35712022 MI_loss: 21.73545 Detection error: 0.009796142578125 time: 12:04:05.383184
- B/E: 82 / 289 , Gen_loss: -0.3529655 MI_loss: 21.320904 Detection error: 0.009792566299438477 time: 12:04:06.248607
- B/E: 83 / 289 , Gen_loss: -0.3622736 MI_loss: 21.975815 Detection error: 0.009795784950256348 time: 12:04:07.025260
- B/E: 84 / 289 , Gen_loss: -0.352453 MI_loss: 21.436243 Detection error: 0.009786009788513184 time: 12:04:07.831888
- B/E: 85 / 289 , Gen_loss: -0.36124745 MI_loss: 21.84362 Detection error: 0.009767413139343262 time: 12:04:08.625900
- B/E: 86 / 289 , Gen_loss: -0.35588974 MI_loss: 21.50974 Detection error: 0.009766161441802979 time: 12:04:09.517170
- B/E: 87 / 289 , Gen_loss: -0.35841703 MI_loss: 21.609615 Detection error: 0.009753882884979248 time: 12:04:10.337611
- B/E: 88 / 289 , Gen_loss: -0.36443254 MI_loss: 22.110292 Detection error: 0.009743332862854004 time: 12:04:11.226217
- B/E: 89 / 289 , Gen_loss: -0.36342967 MI_loss: 22.013002 Detection error: 0.009758353233337402 time: 12:04:12.221556
- B/E: 90 / 289 , Gen_loss: -0.3672233 MI_loss: 22.031404 Detection error: 0.009753763675689697 time: 12:04:13.121470
- B/E: 91 / 289 , Gen_loss: -0.36231512 MI_loss: 22.106155 Detection error: 0.00976020097732544 time: 12:04:14.016590
- B/E: 92 / 289 , Gen_loss: -0.34777436 MI_loss: 20.916637 Detection error: 0.00974428653717041 time: 12:04:14.912312
- B/E: 93 / 289 , Gen_loss: -0.35302836 MI_loss: 21.481678 Detection error: 0.009744346141815186 time: 12:04:15.813584
- B/E: 94 / 289 , Gen_loss: -0.34928387 MI_loss: 21.367899 Detection error: 0.009758234024047852 time: 12:04:16.710448
- B/E: 95 / 289 , Gen_loss: -0.35778648 MI_loss: 21.66125 Detection error: 0.009764313697814941 time: 12:04:17.608247
- B/E: 96 / 289 , Gen_loss: -0.35075498 MI_loss: 21.248169 Detection error: 0.009761273860931396 time: 12:04:18.509308
- B/E: 97 / 289 , Gen_loss: -0.36316043 MI_loss: 21.990807 Detection error: 0.009752869606018066 time: 12:04:19.406710
- B/E: 98 / 289 , Gen_loss: -0.3503867 MI_loss: 21.218706 Detection error: 0.00975126028060913 time: 12:04:20.305470
- B/E: 99 / 289 , Gen_loss: -0.3787941 MI_loss: 22.973269 Detection error: 0.009744703769683838 time: 12:04:21.211067
- B/E: 100 / 289 , Gen_loss: -0.35724482 MI_loss: 21.552874 Detection error: 0.00974661111831665 time: 12:04:22.060602
- B/E: 101 / 289 , Gen_loss: -0.36097413 MI_loss: 21.854584 Detection error: 0.009757041931152344 time: 12:04:22.923363
- B/E: 102 / 289 , Gen_loss: -0.3573129 MI_loss: 21.660332 Detection error: 0.00975334644317627 time: 12:04:23.794795
- B/E: 103 / 289 , Gen_loss: -0.3583594 MI_loss: 21.712936 Detection error: 0.009752988815307617 time: 12:04:24.691519
- B/E: 104 / 289 , Gen_loss: -0.35876137 MI_loss: 21.803272 Detection error: 0.009754180908203125 time: 12:04:25.587770
- B/E: 105 / 289 , Gen_loss: -0.36423495 MI_loss: 22.014275 Detection error: 0.009751200675964355 time: 12:04:26.569666
- B/E: 106 / 289 , Gen_loss: -0.36538276 MI_loss: 21.963167 Detection error: 0.009755849838256836 time: 12:04:27.471852
- B/E: 107 / 289 , Gen_loss: -0.36187625 MI_loss: 21.954018 Detection error: 0.009752035140991211 time: 12:04:28.370499
- B/E: 108 / 289 , Gen_loss: -0.34918693 MI_loss: 21.244833 Detection error: 0.00975888967514038 time: 12:04:29.271042
- B/E: 109 / 289 , Gen_loss: -0.36606878 MI_loss: 22.114456 Detection error: 0.009751439094543457 time: 12:04:30.167862
- B/E: 110 / 289 , Gen_loss: -0.3638855 MI_loss: 21.978611 Detection error: 0.009744107723236084 time: 12:04:31.068234
- B/E: 111 / 289 , Gen_loss: -0.3614206 MI_loss: 21.909267 Detection error: 0.009743332862854004 time: 12:04:31.966068
- B/E: 112 / 289 , Gen_loss: -0.37378538 MI_loss: 22.642078 Detection error: 0.009740054607391357 time: 12:04:32.861377
- B/E: 113 / 289 , Gen_loss: -0.34741673 MI_loss: 21.172338 Detection error: 0.00974339246749878 time: 12:04:33.770527
- B/E: 114 / 289 , Gen_loss: -0.36439696 MI_loss: 22.07806 Detection error: 0.00974726676940918 time: 12:04:34.670603
- B/E: 115 / 289 , Gen_loss: -0.363207 MI_loss: 21.91518 Detection error: 0.009742975234985352 time: 12:04:35.570924
- B/E: 116 / 289 , Gen_loss: -0.36046007 MI_loss: 21.802149 Detection error: 0.009738504886627197 time: 12:04:36.469606
- B/E: 117 / 289 , Gen_loss: -0.35678294 MI_loss: 21.809954 Detection error: 0.0097428560256958 time: 12:04:37.396078
- B/E: 118 / 289 , Gen_loss: -0.3654729 MI_loss: 22.174131 Detection error: 0.009734272956848145 time: 12:04:38.297978
- B/E: 119 / 289 , Gen_loss: -0.36402574 MI_loss: 21.964256 Detection error: 0.009728670120239258 time: 12:04:39.201669
- B/E: 120 / 289 , Gen_loss: -0.35724232 MI_loss: 21.803318 Detection error: 0.009732425212860107 time: 12:04:40.100341
- B/E: 121 / 289 , Gen_loss: -0.36024418 MI_loss: 21.776556 Detection error: 0.009734869003295898 time: 12:04:41.076118
- B/E: 122 / 289 , Gen_loss: -0.3683633 MI_loss: 22.222242 Detection error: 0.009728431701660156 time: 12:04:41.976845
- B/E: 123 / 289 , Gen_loss: -0.3572385 MI_loss: 21.668056 Detection error: 0.00972127914428711 time: 12:04:42.855288
- B/E: 124 / 289 , Gen_loss: -0.36198607 MI_loss: 21.932543 Detection error: 0.00972050428390503 time: 12:04:43.698019
- B/E: 125 / 289 , Gen_loss: -0.35241693 MI_loss: 21.33867 Detection error: 0.009724199771881104 time: 12:04:44.578100
- B/E: 126 / 289 , Gen_loss: -0.3535258 MI_loss: 21.44856 Detection error: 0.00973522663116455 time: 12:04:45.458027
- B/E: 127 / 289 , Gen_loss: -0.35613868 MI_loss: 21.62758 Detection error: 0.009732425212860107 time: 12:04:46.354015
- B/E: 128 / 289 , Gen_loss: -0.3518002 MI_loss: 21.305187 Detection error: 0.009739577770233154 time: 12:04:47.178644
- B/E: 129 / 289 , Gen_loss: -0.35529053 MI_loss: 21.668886 Detection error: 0.009740889072418213 time: 12:04:47.962854
- B/E: 130 / 289 , Gen_loss: -0.362692 MI_loss: 21.868647 Detection error: 0.009753108024597168 time: 12:04:48.786847
- B/E: 131 / 289 , Gen_loss: -0.3677577 MI_loss: 22.192354 Detection error: 0.0097542405128479 time: 12:04:49.593174
- B/E: 132 / 289 , Gen_loss: -0.35763952 MI_loss: 21.488022 Detection error: 0.00974738597869873 time: 12:04:50.506151
- B/E: 133 / 289 , Gen_loss: -0.3615839 MI_loss: 22.000797 Detection error: 0.009754180908203125 time: 12:04:51.409175
- B/E: 134 / 289 , Gen_loss: -0.3578928 MI_loss: 21.820766 Detection error: 0.009761571884155273 time: 12:04:52.310037
- B/E: 135 / 289 , Gen_loss: -0.36600947 MI_loss: 22.302843 Detection error: 0.009760558605194092 time: 12:04:53.207790
- B/E: 136 / 289 , Gen_loss: -0.3611983 MI_loss: 21.815266 Detection error: 0.009765028953552246 time: 12:04:54.107548
- B/E: 137 / 289 , Gen_loss: -0.3573976 MI_loss: 21.730886 Detection error: 0.009764492511749268 time: 12:04:55.103802
- B/E: 138 / 289 , Gen_loss: -0.36722663 MI_loss: 22.24274 Detection error: 0.009768187999725342 time: 12:04:56.005250
- B/E: 139 / 289 , Gen_loss: -0.37071997 MI_loss: 22.53534 Detection error: 0.00977545976638794 time: 12:04:56.907065
- B/E: 140 / 289 , Gen_loss: -0.3547059 MI_loss: 21.474243 Detection error: 0.00977104902267456 time: 12:04:57.803458
- B/E: 141 / 289 , Gen_loss: -0.3579153 MI_loss: 21.683521 Detection error: 0.009766042232513428 time: 12:04:58.700888
- B/E: 142 / 289 , Gen_loss: -0.3589225 MI_loss: 21.614714 Detection error: 0.00976705551147461 time: 12:04:59.604105
- B/E: 143 / 289 , Gen_loss: -0.36382645 MI_loss: 22.006958 Detection error: 0.009765625 time: 12:05:00.505513
- B/E: 144 / 289 , Gen_loss: -0.36461213 MI_loss: 22.105097 Detection error: 0.00977545976638794 time: 12:05:01.402656
- B/E: 145 / 289 , Gen_loss: -0.36034754 MI_loss: 21.740341 Detection error: 0.009782135486602783 time: 12:05:02.307212
- B/E: 146 / 289 , Gen_loss: -0.36118653 MI_loss: 21.658699 Detection error: 0.009780585765838623 time: 12:05:03.207193
- B/E: 147 / 289 , Gen_loss: -0.36394766 MI_loss: 22.084555 Detection error: 0.009781062602996826 time: 12:05:04.116961
- B/E: 148 / 289 , Gen_loss: -0.3592065 MI_loss: 21.702503 Detection error: 0.009783327579498291 time: 12:05:05.019218
- B/E: 149 / 289 , Gen_loss: -0.3654987 MI_loss: 22.183044 Detection error: 0.009790420532226562 time: 12:05:05.913302
-
- Test Loss: 10.264229 Test Error: 0.010616660118103027
- -----
- EPOCH: 290
- B/E: 0 / 290 , Gen_loss: -0.37202683 MI_loss: 22.408356 Detection error: 0.01015627384185791 time: 12:05:07.884381
- B/E: 1 / 290 , Gen_loss: -0.34066918 MI_loss: 20.74281 Detection error: 0.010249972343444824 time: 12:05:51.614301
- B/E: 2 / 290 , Gen_loss: -0.35693756 MI_loss: 21.572971 Detection error: 0.009677112102508545 time: 12:05:52.637486
- B/E: 3 / 290 , Gen_loss: -0.36873847 MI_loss: 22.331366 Detection error: 0.00953906774520874 time: 12:05:53.531471
- B/E: 4 / 290 , Gen_loss: -0.3612751 MI_loss: 22.022827 Detection error: 0.009643733501434326 time: 12:05:54.364017
- B/E: 5 / 290 , Gen_loss: -0.35274443 MI_loss: 21.359104 Detection error: 0.009604156017303467 time: 12:05:55.156681
- B/E: 6 / 290 , Gen_loss: -0.35478503 MI_loss: 21.65085 Detection error: 0.00973212718963623 time: 12:05:55.954816
- B/E: 7 / 290 , Gen_loss: -0.36580047 MI_loss: 22.21777 Detection error: 0.009828150272369385 time: 12:05:56.755247
- B/E: 8 / 290 , Gen_loss: -0.3546691 MI_loss: 21.34708 Detection error: 0.009687483310699463 time: 12:05:57.549576
- B/E: 9 / 290 , Gen_loss: -0.36020106 MI_loss: 21.84582 Detection error: 0.009681224822998047 time: 12:05:58.404240
- B/E: 10 / 290 , Gen_loss: -0.3662697 MI_loss: 22.25561 Detection error: 0.009710252285003662 time: 12:05:59.287011
- B/E: 11 / 290 , Gen_loss: -0.35898575 MI_loss: 21.691288 Detection error: 0.009739577770233154 time: 12:06:00.176917
- B/E: 12 / 290 , Gen_loss: -0.35845643 MI_loss: 22.01704 Detection error: 0.009829342365264893 time: 12:06:00.995571
- B/E: 13 / 290 , Gen_loss: -0.37001494 MI_loss: 22.509645 Detection error: 0.00979912281036377 time: 12:06:01.860087
- B/E: 14 / 290 , Gen_loss: -0.35638115 MI_loss: 21.387447 Detection error: 0.009777069091796875 time: 12:06:02.768570
- B/E: 15 / 290 , Gen_loss: -0.35944426 MI_loss: 21.74911 Detection error: 0.00978320837020874 time: 12:06:03.652433
- B/E: 16 / 290 , Gen_loss: -0.35867888 MI_loss: 21.576624 Detection error: 0.009772062301635742 time: 12:06:04.538395
- B/E: 17 / 290 , Gen_loss: -0.35074744 MI_loss: 21.350697 Detection error: 0.009732663631439209 time: 12:06:05.421772
- B/E: 18 / 290 , Gen_loss: -0.36280173 MI_loss: 22.024628 Detection error: 0.009682536125183105 time: 12:06:06.406278
- B/E: 19 / 290 , Gen_loss: -0.35837337 MI_loss: 21.780083 Detection error: 0.009710907936096191 time: 12:06:07.288563
- B/E: 20 / 290 , Gen_loss: -0.3661815 MI_loss: 22.167114 Detection error: 0.009755969047546387 time: 12:06:08.172460
- B/E: 21 / 290 , Gen_loss: -0.3643553 MI_loss: 22.06275 Detection error: 0.0097770094871521 time: 12:06:09.058502
- B/E: 22 / 290 , Gen_loss: -0.3789025 MI_loss: 22.849867 Detection error: 0.009740471839904785 time: 12:06:09.946403
- B/E: 23 / 290 , Gen_loss: -0.37067616 MI_loss: 22.394938 Detection error: 0.009748697280883789 time: 12:06:10.833100
- B/E: 24 / 290 , Gen_loss: -0.3614182 MI_loss: 21.91401 Detection error: 0.009737491607666016 time: 12:06:11.721055
- B/E: 25 / 290 , Gen_loss: -0.35518533 MI_loss: 21.469496 Detection error: 0.009762048721313477 time: 12:06:12.606472
- B/E: 26 / 290 , Gen_loss: -0.36060113 MI_loss: 21.746496 Detection error: 0.009799778461456299 time: 12:06:13.501928
- B/E: 27 / 290 , Gen_loss: -0.36156726 MI_loss: 21.97328 Detection error: 0.00980466604232788 time: 12:06:14.392273
- B/E: 28 / 290 , Gen_loss: -0.3602209 MI_loss: 21.796068 Detection error: 0.009810328483581543 time: 12:06:15.276170
- B/E: 29 / 290 , Gen_loss: -0.36234638 MI_loss: 22.023663 Detection error: 0.009815633296966553 time: 12:06:16.157090
- B/E: 30 / 290 , Gen_loss: -0.3648721 MI_loss: 22.05167 Detection error: 0.009809494018554688 time: 12:06:17.046115
- B/E: 31 / 290 , Gen_loss: -0.36491448 MI_loss: 22.027298 Detection error: 0.009782254695892334 time: 12:06:18.018537
- B/E: 32 / 290 , Gen_loss: -0.36665028 MI_loss: 22.295115 Detection error: 0.009798288345336914 time: 12:06:18.898604
- B/E: 33 / 290 , Gen_loss: -0.35201547 MI_loss: 21.3855 Detection error: 0.009775757789611816 time: 12:06:19.785125
- B/E: 34 / 290 , Gen_loss: -0.35406953 MI_loss: 21.449532 Detection error: 0.009780347347259521 time: 12:06:20.670019
- B/E: 35 / 290 , Gen_loss: -0.36287305 MI_loss: 21.930618 Detection error: 0.00977170467376709 time: 12:06:21.561190
- B/E: 36 / 290 , Gen_loss: -0.35130206 MI_loss: 21.203802 Detection error: 0.009764373302459717 time: 12:06:22.450997
- B/E: 37 / 290 , Gen_loss: -0.36348787 MI_loss: 22.109995 Detection error: 0.009755730628967285 time: 12:06:23.345821
- B/E: 38 / 290 , Gen_loss: -0.3631807 MI_loss: 22.056572 Detection error: 0.009779632091522217 time: 12:06:24.226030
- B/E: 39 / 290 , Gen_loss: -0.35999513 MI_loss: 21.708883 Detection error: 0.009753108024597168 time: 12:06:25.116212
- B/E: 40 / 290 , Gen_loss: -0.36384174 MI_loss: 22.051628 Detection error: 0.009754598140716553 time: 12:06:25.996465
- B/E: 41 / 290 , Gen_loss: -0.36376512 MI_loss: 22.097696 Detection error: 0.009764909744262695 time: 12:06:26.885796
- B/E: 42 / 290 , Gen_loss: -0.36012146 MI_loss: 21.92115 Detection error: 0.009760916233062744 time: 12:06:27.775028
- B/E: 43 / 290 , Gen_loss: -0.3644862 MI_loss: 22.073812 Detection error: 0.00976705551147461 time: 12:06:28.662456
- B/E: 44 / 290 , Gen_loss: -0.36670637 MI_loss: 22.468338 Detection error: 0.00977015495300293 time: 12:06:29.548335
- B/E: 45 / 290 , Gen_loss: -0.37036276 MI_loss: 22.503332 Detection error: 0.009782612323760986 time: 12:06:30.432517
- B/E: 46 / 290 , Gen_loss: -0.35980576 MI_loss: 21.709301 Detection error: 0.009790539741516113 time: 12:06:31.326696
- B/E: 47 / 290 , Gen_loss: -0.3590768 MI_loss: 21.658558 Detection error: 0.009793639183044434 time: 12:06:32.215259
- B/E: 48 / 290 , Gen_loss: -0.37467745 MI_loss: 22.768124 Detection error: 0.00981825590133667 time: 12:06:33.121984
- B/E: 49 / 290 , Gen_loss: -0.3561248 MI_loss: 21.698732 Detection error: 0.009823739528656006 time: 12:06:33.917811
- B/E: 50 / 290 , Gen_loss: -0.3615628 MI_loss: 22.055777 Detection error: 0.009823501110076904 time: 12:06:34.739788
- B/E: 51 / 290 , Gen_loss: -0.35824358 MI_loss: 21.673237 Detection error: 0.00981968641281128 time: 12:06:35.509567
- B/E: 52 / 290 , Gen_loss: -0.3712775 MI_loss: 22.420313 Detection error: 0.00982898473739624 time: 12:06:36.287096
- B/E: 53 / 290 , Gen_loss: -0.3680291 MI_loss: 22.40223 Detection error: 0.009831607341766357 time: 12:06:37.072836
- B/E: 54 / 290 , Gen_loss: -0.36344153 MI_loss: 21.970839 Detection error: 0.009831249713897705 time: 12:06:37.863299
- B/E: 55 / 290 , Gen_loss: -0.3607198 MI_loss: 21.85011 Detection error: 0.00982201099395752 time: 12:06:38.639361
- B/E: 56 / 290 , Gen_loss: -0.3702096 MI_loss: 22.424877 Detection error: 0.009803175926208496 time: 12:06:39.440449
- B/E: 57 / 290 , Gen_loss: -0.3571639 MI_loss: 21.642952 Detection error: 0.00979846715927124 time: 12:06:40.215099
- B/E: 58 / 290 , Gen_loss: -0.36622432 MI_loss: 22.2341 Detection error: 0.009789705276489258 time: 12:06:40.999932
- B/E: 59 / 290 , Gen_loss: -0.35922372 MI_loss: 21.815554 Detection error: 0.009807288646697998 time: 12:06:41.779719
- B/E: 60 / 290 , Gen_loss: -0.36736184 MI_loss: 22.133743 Detection error: 0.009795069694519043 time: 12:06:42.587458
- B/E: 61 / 290 , Gen_loss: -0.35203105 MI_loss: 21.316986 Detection error: 0.009799420833587646 time: 12:06:43.362198
- B/E: 62 / 290 , Gen_loss: -0.36527953 MI_loss: 22.236631 Detection error: 0.009798109531402588 time: 12:06:44.139099
- B/E: 63 / 290 , Gen_loss: -0.37301552 MI_loss: 22.595814 Detection error: 0.00979834794998169 time: 12:06:45.027597
- B/E: 64 / 290 , Gen_loss: -0.36393267 MI_loss: 22.005058 Detection error: 0.009791851043701172 time: 12:06:45.803335
- B/E: 65 / 290 , Gen_loss: -0.3687291 MI_loss: 22.234821 Detection error: 0.009791672229766846 time: 12:06:46.572634
- B/E: 66 / 290 , Gen_loss: -0.36174247 MI_loss: 21.931007 Detection error: 0.009788691997528076 time: 12:06:47.341776
- B/E: 67 / 290 , Gen_loss: -0.36255944 MI_loss: 21.809513 Detection error: 0.00977712869644165 time: 12:06:48.133486
- B/E: 68 / 290 , Gen_loss: -0.36352015 MI_loss: 22.191002 Detection error: 0.009791195392608643 time: 12:06:48.925381
- B/E: 69 / 290 , Gen_loss: -0.36957604 MI_loss: 22.397621 Detection error: 0.009795963764190674 time: 12:06:49.836998
- B/E: 70 / 290 , Gen_loss: -0.37004212 MI_loss: 22.369759 Detection error: 0.009792685508728027 time: 12:06:50.726033
- B/E: 71 / 290 , Gen_loss: -0.3512433 MI_loss: 21.349049 Detection error: 0.009792983531951904 time: 12:06:51.525051
- B/E: 72 / 290 , Gen_loss: -0.37537396 MI_loss: 22.843948 Detection error: 0.009793221950531006 time: 12:06:52.392987
- B/E: 73 / 290 , Gen_loss: -0.36257493 MI_loss: 21.975216 Detection error: 0.009789705276489258 time: 12:06:53.282712
- B/E: 74 / 290 , Gen_loss: -0.35296324 MI_loss: 21.314209 Detection error: 0.009788751602172852 time: 12:06:54.165828
- B/E: 75 / 290 , Gen_loss: -0.357578 MI_loss: 21.672245 Detection error: 0.009777545928955078 time: 12:06:55.016693
- B/E: 76 / 290 , Gen_loss: -0.3578539 MI_loss: 21.704899 Detection error: 0.009785294532775879 time: 12:06:55.843488
- B/E: 77 / 290 , Gen_loss: -0.3618028 MI_loss: 21.944473 Detection error: 0.009786069393157959 time: 12:06:56.643333
- B/E: 78 / 290 , Gen_loss: -0.35468343 MI_loss: 21.479866 Detection error: 0.009771347045898438 time: 12:06:57.418266
- B/E: 79 / 290 , Gen_loss: -0.35827753 MI_loss: 21.626793 Detection error: 0.009783565998077393 time: 12:06:58.310770
- B/E: 80 / 290 , Gen_loss: -0.3585209 MI_loss: 21.747797 Detection error: 0.009798586368560791 time: 12:06:59.092363
- B/E: 81 / 290 , Gen_loss: -0.35653618 MI_loss: 21.490755 Detection error: 0.009785056114196777 time: 12:06:59.866746
- B/E: 82 / 290 , Gen_loss: -0.3683178 MI_loss: 22.248346 Detection error: 0.009781599044799805 time: 12:07:00.635467
- B/E: 83 / 290 , Gen_loss: -0.36189908 MI_loss: 21.91378 Detection error: 0.009786844253540039 time: 12:07:01.529120
- B/E: 84 / 290 , Gen_loss: -0.3543182 MI_loss: 21.422108 Detection error: 0.009783804416656494 time: 12:07:02.415765
- B/E: 85 / 290 , Gen_loss: -0.36016625 MI_loss: 21.711405 Detection error: 0.00975942611694336 time: 12:07:03.321921
- B/E: 86 / 290 , Gen_loss: -0.3565802 MI_loss: 21.626438 Detection error: 0.0097578763961792 time: 12:07:04.216058
- B/E: 87 / 290 , Gen_loss: -0.35905156 MI_loss: 21.712843 Detection error: 0.009742200374603271 time: 12:07:05.140957
- B/E: 88 / 290 , Gen_loss: -0.3458947 MI_loss: 20.916424 Detection error: 0.009737730026245117 time: 12:07:06.034610
- B/E: 89 / 290 , Gen_loss: -0.36173052 MI_loss: 22.093126 Detection error: 0.009747564792633057 time: 12:07:06.833578
- B/E: 90 / 290 , Gen_loss: -0.35341963 MI_loss: 21.343374 Detection error: 0.009746551513671875 time: 12:07:07.633402
- B/E: 91 / 290 , Gen_loss: -0.36439916 MI_loss: 21.95723 Detection error: 0.009752035140991211 time: 12:07:08.527885
- B/E: 92 / 290 , Gen_loss: -0.35770613 MI_loss: 21.530525 Detection error: 0.00973653793334961 time: 12:07:09.413211
- B/E: 93 / 290 , Gen_loss: -0.36260197 MI_loss: 22.124897 Detection error: 0.009742379188537598 time: 12:07:10.365063
- B/E: 94 / 290 , Gen_loss: -0.36443624 MI_loss: 22.267576 Detection error: 0.009749352931976318 time: 12:07:11.264710
- B/E: 95 / 290 , Gen_loss: -0.37195632 MI_loss: 22.561535 Detection error: 0.009757161140441895 time: 12:07:12.249039
- B/E: 96 / 290 , Gen_loss: -0.36312234 MI_loss: 21.86686 Detection error: 0.009750664234161377 time: 12:07:13.152418
- B/E: 97 / 290 , Gen_loss: -0.361642 MI_loss: 21.9096 Detection error: 0.0097464919090271 time: 12:07:14.053779
- B/E: 98 / 290 , Gen_loss: -0.3638848 MI_loss: 22.063377 Detection error: 0.009739279747009277 time: 12:07:14.890794
- B/E: 99 / 290 , Gen_loss: -0.3700044 MI_loss: 22.414574 Detection error: 0.009740293025970459 time: 12:07:15.693275
- B/E: 100 / 290 , Gen_loss: -0.36324558 MI_loss: 22.029331 Detection error: 0.009741365909576416 time: 12:07:16.600300
- B/E: 101 / 290 , Gen_loss: -0.36489874 MI_loss: 22.141222 Detection error: 0.009745419025421143 time: 12:07:17.495143
- B/E: 102 / 290 , Gen_loss: -0.3453266 MI_loss: 20.966915 Detection error: 0.009744822978973389 time: 12:07:18.394987
- B/E: 103 / 290 , Gen_loss: -0.35910112 MI_loss: 21.645699 Detection error: 0.009742796421051025 time: 12:07:19.291755
- B/E: 104 / 290 , Gen_loss: -0.3600351 MI_loss: 21.811985 Detection error: 0.009746134281158447 time: 12:07:20.189014
- B/E: 105 / 290 , Gen_loss: -0.3574809 MI_loss: 21.821363 Detection error: 0.009743809700012207 time: 12:07:21.116482
- B/E: 106 / 290 , Gen_loss: -0.35935834 MI_loss: 21.776545 Detection error: 0.009743869304656982 time: 12:07:22.013202
- B/E: 107 / 290 , Gen_loss: -0.3640979 MI_loss: 22.152702 Detection error: 0.009748578071594238 time: 12:07:22.907831
- B/E: 108 / 290 , Gen_loss: -0.35667673 MI_loss: 21.641113 Detection error: 0.009754002094268799 time: 12:07:23.814037
- B/E: 109 / 290 , Gen_loss: -0.3705519 MI_loss: 22.593748 Detection error: 0.009748578071594238 time: 12:07:24.679247
- B/E: 110 / 290 , Gen_loss: -0.35587445 MI_loss: 21.372156 Detection error: 0.00973731279373169 time: 12:07:25.514471
- B/E: 111 / 290 , Gen_loss: -0.3640429 MI_loss: 22.027428 Detection error: 0.009732961654663086 time: 12:07:26.522919
- B/E: 112 / 290 , Gen_loss: -0.36574626 MI_loss: 22.013031 Detection error: 0.009735047817230225 time: 12:07:27.419896
- B/E: 113 / 290 , Gen_loss: -0.35381156 MI_loss: 21.635075 Detection error: 0.009740948677062988 time: 12:07:28.315819
- B/E: 114 / 290 , Gen_loss: -0.3642926 MI_loss: 22.04326 Detection error: 0.009742140769958496 time: 12:07:29.212588
- B/E: 115 / 290 , Gen_loss: -0.3574123 MI_loss: 21.636047 Detection error: 0.009738445281982422 time: 12:07:30.048619
- B/E: 116 / 290 , Gen_loss: -0.3618742 MI_loss: 21.876484 Detection error: 0.009734749794006348 time: 12:07:30.883907
- B/E: 117 / 290 , Gen_loss: -0.35939568 MI_loss: 21.892595 Detection error: 0.009738624095916748 time: 12:07:31.785277
- B/E: 118 / 290 , Gen_loss: -0.36948884 MI_loss: 22.46481 Detection error: 0.009732663631439209 time: 12:07:32.697805
- B/E: 119 / 290 , Gen_loss: -0.3617283 MI_loss: 21.79997 Detection error: 0.009726285934448242 time: 12:07:33.602070
- B/E: 120 / 290 , Gen_loss: -0.3668403 MI_loss: 22.220118 Detection error: 0.009724438190460205 time: 12:07:34.498012
- B/E: 121 / 290 , Gen_loss: -0.36579606 MI_loss: 22.173573 Detection error: 0.009732067584991455 time: 12:07:35.394336
- B/E: 122 / 290 , Gen_loss: -0.3599487 MI_loss: 21.761204 Detection error: 0.009724855422973633 time: 12:07:36.290781
- B/E: 123 / 290 , Gen_loss: -0.35370147 MI_loss: 21.424065 Detection error: 0.009718477725982666 time: 12:07:37.189793
- B/E: 124 / 290 , Gen_loss: -0.36126965 MI_loss: 21.957483 Detection error: 0.009718775749206543 time: 12:07:38.091129
- B/E: 125 / 290 , Gen_loss: -0.35882887 MI_loss: 21.8448 Detection error: 0.009721219539642334 time: 12:07:38.990617
- B/E: 126 / 290 , Gen_loss: -0.3537908 MI_loss: 21.610939 Detection error: 0.009730041027069092 time: 12:07:39.888183
- B/E: 127 / 290 , Gen_loss: -0.3603702 MI_loss: 21.880573 Detection error: 0.009731471538543701 time: 12:07:40.894918
- B/E: 128 / 290 , Gen_loss: -0.35650006 MI_loss: 21.576725 Detection error: 0.009735941886901855 time: 12:07:41.794811
- B/E: 129 / 290 , Gen_loss: -0.36927086 MI_loss: 22.458466 Detection error: 0.00974208116531372 time: 12:07:42.693422
- B/E: 130 / 290 , Gen_loss: -0.36160254 MI_loss: 21.787054 Detection error: 0.009746670722961426 time: 12:07:43.525149
- B/E: 131 / 290 , Gen_loss: -0.34811535 MI_loss: 20.994926 Detection error: 0.009752392768859863 time: 12:07:44.342450
- B/E: 132 / 290 , Gen_loss: -0.35999778 MI_loss: 21.67709 Detection error: 0.009747862815856934 time: 12:07:45.156373
- B/E: 133 / 290 , Gen_loss: -0.34600818 MI_loss: 21.055906 Detection error: 0.009753286838531494 time: 12:07:45.937005
- B/E: 134 / 290 , Gen_loss: -0.35870326 MI_loss: 21.8595 Detection error: 0.009759008884429932 time: 12:07:46.705695
- B/E: 135 / 290 , Gen_loss: -0.35836625 MI_loss: 21.78173 Detection error: 0.009760081768035889 time: 12:07:47.482158
- B/E: 136 / 290 , Gen_loss: -0.35865632 MI_loss: 21.705248 Detection error: 0.009759366512298584 time: 12:07:48.252525
- B/E: 137 / 290 , Gen_loss: -0.36189288 MI_loss: 22.057037 Detection error: 0.009762227535247803 time: 12:07:49.020130
- B/E: 138 / 290 , Gen_loss: -0.35639757 MI_loss: 21.531227 Detection error: 0.009765267372131348 time: 12:07:49.784528
- B/E: 139 / 290 , Gen_loss: -0.3706225 MI_loss: 22.504107 Detection error: 0.009773194789886475 time: 12:07:50.647889
- B/E: 140 / 290 , Gen_loss: -0.35062364 MI_loss: 21.257898 Detection error: 0.009768843650817871 time: 12:07:51.528222
- B/E: 141 / 290 , Gen_loss: -0.37147045 MI_loss: 22.470322 Detection error: 0.009766042232513428 time: 12:07:52.414566
- B/E: 142 / 290 , Gen_loss: -0.36031467 MI_loss: 21.67787 Detection error: 0.009763538837432861 time: 12:07:53.312707
- B/E: 143 / 290 , Gen_loss: -0.3687473 MI_loss: 22.29679 Detection error: 0.009762823581695557 time: 12:07:54.294372
- B/E: 144 / 290 , Gen_loss: -0.35981223 MI_loss: 21.917551 Detection error: 0.009774327278137207 time: 12:07:55.192020
- B/E: 145 / 290 , Gen_loss: -0.35667843 MI_loss: 21.580132 Detection error: 0.00977933406829834 time: 12:07:56.089810
- B/E: 146 / 290 , Gen_loss: -0.3597237 MI_loss: 21.832321 Detection error: 0.009777188301086426 time: 12:07:56.993610
- B/E: 147 / 290 , Gen_loss: -0.3611867 MI_loss: 21.981894 Detection error: 0.009779572486877441 time: 12:07:57.891068
- B/E: 148 / 290 , Gen_loss: -0.3623115 MI_loss: 21.978565 Detection error: 0.009781241416931152 time: 12:07:58.793193
- B/E: 149 / 290 , Gen_loss: -0.353777 MI_loss: 21.503227 Detection error: 0.009787321090698242 time: 12:07:59.697752
-
- Test Loss: 10.262782 Test Error: 0.01066666841506958
- -----
- EPOCH: 291
- B/E: 0 / 291 , Gen_loss: -0.35339534 MI_loss: 21.303469 Detection error: 0.010187506675720215 time: 12:08:01.717203
- B/E: 1 / 291 , Gen_loss: -0.35413688 MI_loss: 21.485378 Detection error: 0.010093748569488525 time: 12:08:47.199698
- B/E: 2 / 291 , Gen_loss: -0.36505944 MI_loss: 21.835062 Detection error: 0.00961458683013916 time: 12:08:48.146058
- B/E: 3 / 291 , Gen_loss: -0.3612744 MI_loss: 21.90229 Detection error: 0.00963282585144043 time: 12:08:49.056779
- B/E: 4 / 291 , Gen_loss: -0.36801806 MI_loss: 22.142193 Detection error: 0.00966876745223999 time: 12:08:49.965541
- B/E: 5 / 291 , Gen_loss: -0.35150573 MI_loss: 21.358183 Detection error: 0.009750008583068848 time: 12:08:50.967365
- B/E: 6 / 291 , Gen_loss: -0.35847926 MI_loss: 21.77113 Detection error: 0.009794652462005615 time: 12:08:51.859833
- B/E: 7 / 291 , Gen_loss: -0.3572344 MI_loss: 21.76995 Detection error: 0.009906232357025146 time: 12:08:52.719287
- B/E: 8 / 291 , Gen_loss: -0.3535095 MI_loss: 21.316711 Detection error: 0.009798586368560791 time: 12:08:53.502511
- B/E: 9 / 291 , Gen_loss: -0.3632135 MI_loss: 21.947647 Detection error: 0.009765625 time: 12:08:54.311266
- B/E: 10 / 291 , Gen_loss: -0.3658489 MI_loss: 22.136827 Detection error: 0.00976419448852539 time: 12:08:55.191737
- B/E: 11 / 291 , Gen_loss: -0.36374903 MI_loss: 22.109676 Detection error: 0.009802103042602539 time: 12:08:56.052235
- B/E: 12 / 291 , Gen_loss: -0.35539535 MI_loss: 21.661764 Detection error: 0.009891808032989502 time: 12:08:56.866934
- B/E: 13 / 291 , Gen_loss: -0.36610302 MI_loss: 22.257744 Detection error: 0.009857118129730225 time: 12:08:57.740174
- B/E: 14 / 291 , Gen_loss: -0.36250222 MI_loss: 21.871243 Detection error: 0.009816646575927734 time: 12:08:58.543220
- B/E: 15 / 291 , Gen_loss: -0.35919222 MI_loss: 21.840246 Detection error: 0.00984567403793335 time: 12:08:59.350204
- B/E: 16 / 291 , Gen_loss: -0.35883033 MI_loss: 21.660452 Detection error: 0.009810686111450195 time: 12:09:00.152303
- B/E: 17 / 291 , Gen_loss: -0.35552222 MI_loss: 21.686499 Detection error: 0.009802103042602539 time: 12:09:00.984203
- B/E: 18 / 291 , Gen_loss: -0.35031953 MI_loss: 21.171362 Detection error: 0.009738504886627197 time: 12:09:01.892560
- B/E: 19 / 291 , Gen_loss: -0.35058746 MI_loss: 21.235785 Detection error: 0.009756267070770264 time: 12:09:02.787004
- B/E: 20 / 291 , Gen_loss: -0.35462752 MI_loss: 21.556133 Detection error: 0.009797632694244385 time: 12:09:03.756649
- B/E: 21 / 291 , Gen_loss: -0.36027193 MI_loss: 21.74009 Detection error: 0.0097770094871521 time: 12:09:04.666128
- B/E: 22 / 291 , Gen_loss: -0.36800104 MI_loss: 22.43913 Detection error: 0.009786665439605713 time: 12:09:05.550689
- B/E: 23 / 291 , Gen_loss: -0.3716884 MI_loss: 22.332119 Detection error: 0.009770810604095459 time: 12:09:06.439833
- B/E: 24 / 291 , Gen_loss: -0.35494474 MI_loss: 21.481092 Detection error: 0.009757518768310547 time: 12:09:07.322102
- B/E: 25 / 291 , Gen_loss: -0.35236362 MI_loss: 21.284504 Detection error: 0.009786069393157959 time: 12:09:08.200835
- B/E: 26 / 291 , Gen_loss: -0.35357386 MI_loss: 21.470816 Detection error: 0.009829878807067871 time: 12:09:09.089511
- B/E: 27 / 291 , Gen_loss: -0.36712217 MI_loss: 22.435421 Detection error: 0.009840428829193115 time: 12:09:09.973245
- B/E: 28 / 291 , Gen_loss: -0.36079243 MI_loss: 21.841957 Detection error: 0.00983726978302002 time: 12:09:10.855949
- B/E: 29 / 291 , Gen_loss: -0.35513616 MI_loss: 21.46339 Detection error: 0.009851038455963135 time: 12:09:11.740789
- B/E: 30 / 291 , Gen_loss: -0.3483992 MI_loss: 21.16272 Detection error: 0.009817540645599365 time: 12:09:12.623894
- B/E: 31 / 291 , Gen_loss: -0.35526872 MI_loss: 21.44091 Detection error: 0.00979393720626831 time: 12:09:13.504110
- B/E: 32 / 291 , Gen_loss: -0.36123818 MI_loss: 21.968212 Detection error: 0.00981438159942627 time: 12:09:14.387318
- B/E: 33 / 291 , Gen_loss: -0.3562708 MI_loss: 21.567291 Detection error: 0.009791374206542969 time: 12:09:15.268058
- B/E: 34 / 291 , Gen_loss: -0.3609139 MI_loss: 22.004581 Detection error: 0.009797334671020508 time: 12:09:16.152117
- B/E: 35 / 291 , Gen_loss: -0.36229932 MI_loss: 21.987413 Detection error: 0.009779512882232666 time: 12:09:17.040555
- B/E: 36 / 291 , Gen_loss: -0.3711687 MI_loss: 22.333067 Detection error: 0.00976264476776123 time: 12:09:18.011505
- B/E: 37 / 291 , Gen_loss: -0.3661373 MI_loss: 22.278412 Detection error: 0.009769737720489502 time: 12:09:18.907671
- B/E: 38 / 291 , Gen_loss: -0.3640862 MI_loss: 22.006157 Detection error: 0.009791672229766846 time: 12:09:19.799356
- B/E: 39 / 291 , Gen_loss: -0.3620257 MI_loss: 21.806738 Detection error: 0.009778916835784912 time: 12:09:20.692587
- B/E: 40 / 291 , Gen_loss: -0.3639902 MI_loss: 22.108744 Detection error: 0.009782791137695312 time: 12:09:21.576636
- B/E: 41 / 291 , Gen_loss: -0.36445165 MI_loss: 22.011574 Detection error: 0.009773075580596924 time: 12:09:22.482905
- B/E: 42 / 291 , Gen_loss: -0.3575736 MI_loss: 21.72806 Detection error: 0.00977104902267456 time: 12:09:23.381576
- B/E: 43 / 291 , Gen_loss: -0.36350986 MI_loss: 21.983418 Detection error: 0.009777724742889404 time: 12:09:24.268115
- B/E: 44 / 291 , Gen_loss: -0.35379323 MI_loss: 21.516144 Detection error: 0.009789586067199707 time: 12:09:25.163730
- B/E: 45 / 291 , Gen_loss: -0.36248094 MI_loss: 22.07548 Detection error: 0.009782612323760986 time: 12:09:25.976758
- B/E: 46 / 291 , Gen_loss: -0.36484239 MI_loss: 22.09974 Detection error: 0.009799838066101074 time: 12:09:26.754082
- B/E: 47 / 291 , Gen_loss: -0.3582319 MI_loss: 21.72473 Detection error: 0.009797513484954834 time: 12:09:27.529405
- B/E: 48 / 291 , Gen_loss: -0.357271 MI_loss: 21.701338 Detection error: 0.009814441204071045 time: 12:09:28.329985
- B/E: 49 / 291 , Gen_loss: -0.36857542 MI_loss: 22.3785 Detection error: 0.00981813669204712 time: 12:09:29.232098
- B/E: 50 / 291 , Gen_loss: -0.35725817 MI_loss: 21.678993 Detection error: 0.009823501110076904 time: 12:09:30.113416
- B/E: 51 / 291 , Gen_loss: -0.35439298 MI_loss: 21.608107 Detection error: 0.009829342365264893 time: 12:09:30.999480
- B/E: 52 / 291 , Gen_loss: -0.3489923 MI_loss: 21.22242 Detection error: 0.009828448295593262 time: 12:09:31.985233
- B/E: 53 / 291 , Gen_loss: -0.3736907 MI_loss: 22.61237 Detection error: 0.009841442108154297 time: 12:09:32.869473
- B/E: 54 / 291 , Gen_loss: -0.36313725 MI_loss: 22.022552 Detection error: 0.009839773178100586 time: 12:09:33.750774
- B/E: 55 / 291 , Gen_loss: -0.35539532 MI_loss: 21.540087 Detection error: 0.0098152756690979 time: 12:09:34.633398
- B/E: 56 / 291 , Gen_loss: -0.35412556 MI_loss: 21.319593 Detection error: 0.009806454181671143 time: 12:09:35.513930
- B/E: 57 / 291 , Gen_loss: -0.36872733 MI_loss: 22.322739 Detection error: 0.009801745414733887 time: 12:09:36.394720
- B/E: 58 / 291 , Gen_loss: -0.35040694 MI_loss: 21.2868 Detection error: 0.00979769229888916 time: 12:09:37.305840
- B/E: 59 / 291 , Gen_loss: -0.3625638 MI_loss: 22.085474 Detection error: 0.009818732738494873 time: 12:09:38.177857
- B/E: 60 / 291 , Gen_loss: -0.36360854 MI_loss: 21.963207 Detection error: 0.009804308414459229 time: 12:09:39.011250
- B/E: 61 / 291 , Gen_loss: -0.35411698 MI_loss: 21.533121 Detection error: 0.009803414344787598 time: 12:09:39.815907
- B/E: 62 / 291 , Gen_loss: -0.35668004 MI_loss: 21.638334 Detection error: 0.00981050729751587 time: 12:09:40.593383
- B/E: 63 / 291 , Gen_loss: -0.3617891 MI_loss: 22.002161 Detection error: 0.009803712368011475 time: 12:09:41.391490
- B/E: 64 / 291 , Gen_loss: -0.36674374 MI_loss: 21.999218 Detection error: 0.009796142578125 time: 12:09:42.252624
- B/E: 65 / 291 , Gen_loss: -0.368896 MI_loss: 22.350704 Detection error: 0.009798288345336914 time: 12:09:43.112065
- B/E: 66 / 291 , Gen_loss: -0.35340348 MI_loss: 21.313297 Detection error: 0.009792923927307129 time: 12:09:43.970587
- B/E: 67 / 291 , Gen_loss: -0.37074593 MI_loss: 22.398975 Detection error: 0.0097886323928833 time: 12:09:44.818520
- B/E: 68 / 291 , Gen_loss: -0.3590942 MI_loss: 21.767307 Detection error: 0.00979757308959961 time: 12:09:45.724871
- B/E: 69 / 291 , Gen_loss: -0.35670725 MI_loss: 21.634043 Detection error: 0.009805798530578613 time: 12:09:46.497922
- B/E: 70 / 291 , Gen_loss: -0.36830625 MI_loss: 22.24798 Detection error: 0.009797990322113037 time: 12:09:47.268762
- B/E: 71 / 291 , Gen_loss: -0.35073245 MI_loss: 21.300549 Detection error: 0.009802103042602539 time: 12:09:48.041603
- B/E: 72 / 291 , Gen_loss: -0.36747447 MI_loss: 22.379429 Detection error: 0.009802639484405518 time: 12:09:48.813724
- B/E: 73 / 291 , Gen_loss: -0.372059 MI_loss: 22.667091 Detection error: 0.009794354438781738 time: 12:09:49.585219
- B/E: 74 / 291 , Gen_loss: -0.36818233 MI_loss: 22.395367 Detection error: 0.009794175624847412 time: 12:09:50.357721
- B/E: 75 / 291 , Gen_loss: -0.3599745 MI_loss: 21.861797 Detection error: 0.009782075881958008 time: 12:09:51.147888
- B/E: 76 / 291 , Gen_loss: -0.35821953 MI_loss: 21.821274 Detection error: 0.009783685207366943 time: 12:09:51.921807
- B/E: 77 / 291 , Gen_loss: -0.36195317 MI_loss: 21.793726 Detection error: 0.009782850742340088 time: 12:09:52.695289
- B/E: 78 / 291 , Gen_loss: -0.3675712 MI_loss: 22.200193 Detection error: 0.009779274463653564 time: 12:09:53.473857
- B/E: 79 / 291 , Gen_loss: -0.3639461 MI_loss: 21.973818 Detection error: 0.009787499904632568 time: 12:09:54.387354
- B/E: 80 / 291 , Gen_loss: -0.3604695 MI_loss: 22.004515 Detection error: 0.0098036527633667 time: 12:09:55.271676
- B/E: 81 / 291 , Gen_loss: -0.3497955 MI_loss: 21.201387 Detection error: 0.009792327880859375 time: 12:09:56.120406
- B/E: 82 / 291 , Gen_loss: -0.34896907 MI_loss: 21.306025 Detection error: 0.009789526462554932 time: 12:09:56.900928
- B/E: 83 / 291 , Gen_loss: -0.3533884 MI_loss: 21.443136 Detection error: 0.009795784950256348 time: 12:09:57.669178
- B/E: 84 / 291 , Gen_loss: -0.35627314 MI_loss: 21.680637 Detection error: 0.009787499904632568 time: 12:09:58.522777
- B/E: 85 / 291 , Gen_loss: -0.35461986 MI_loss: 21.36938 Detection error: 0.00976705551147461 time: 12:09:59.296006
- B/E: 86 / 291 , Gen_loss: -0.3639953 MI_loss: 22.08897 Detection error: 0.009768664836883545 time: 12:10:00.192090
- B/E: 87 / 291 , Gen_loss: -0.3516369 MI_loss: 21.210083 Detection error: 0.009752511978149414 time: 12:10:01.076006
- B/E: 88 / 291 , Gen_loss: -0.35609302 MI_loss: 21.519955 Detection error: 0.009744703769683838 time: 12:10:01.965576
- B/E: 89 / 291 , Gen_loss: -0.36442462 MI_loss: 22.085306 Detection error: 0.00975346565246582 time: 12:10:02.851344
- B/E: 90 / 291 , Gen_loss: -0.3573871 MI_loss: 21.457373 Detection error: 0.0097503662109375 time: 12:10:03.735035
- B/E: 91 / 291 , Gen_loss: -0.3602728 MI_loss: 21.977835 Detection error: 0.009759187698364258 time: 12:10:04.642638
- B/E: 92 / 291 , Gen_loss: -0.36304095 MI_loss: 21.913616 Detection error: 0.00974428653717041 time: 12:10:05.533078
- B/E: 93 / 291 , Gen_loss: -0.3581767 MI_loss: 21.852072 Detection error: 0.009748697280883789 time: 12:10:06.422007
- B/E: 94 / 291 , Gen_loss: -0.36691487 MI_loss: 22.302578 Detection error: 0.00975722074508667 time: 12:10:07.332202
- B/E: 95 / 291 , Gen_loss: -0.35529315 MI_loss: 21.510963 Detection error: 0.009764015674591064 time: 12:10:08.266257
- B/E: 96 / 291 , Gen_loss: -0.36322835 MI_loss: 21.951397 Detection error: 0.009757757186889648 time: 12:10:09.149302
- B/E: 97 / 291 , Gen_loss: -0.36134738 MI_loss: 21.885616 Detection error: 0.009755730628967285 time: 12:10:10.050626
- B/E: 98 / 291 , Gen_loss: -0.34801468 MI_loss: 21.128922 Detection error: 0.009744346141815186 time: 12:10:10.930296
- B/E: 99 / 291 , Gen_loss: -0.36581784 MI_loss: 22.194597 Detection error: 0.009741246700286865 time: 12:10:11.814777
- B/E: 100 / 291 , Gen_loss: -0.35571572 MI_loss: 21.548105 Detection error: 0.009744107723236084 time: 12:10:12.792196
- B/E: 101 / 291 , Gen_loss: -0.35765207 MI_loss: 21.795805 Detection error: 0.009750604629516602 time: 12:10:13.695191
- B/E: 102 / 291 , Gen_loss: -0.36599192 MI_loss: 22.20705 Detection error: 0.009750008583068848 time: 12:10:14.576344
- B/E: 103 / 291 , Gen_loss: -0.3632282 MI_loss: 21.780184 Detection error: 0.009746372699737549 time: 12:10:15.455578
- B/E: 104 / 291 , Gen_loss: -0.35897294 MI_loss: 21.603292 Detection error: 0.009750008583068848 time: 12:10:16.343791
- B/E: 105 / 291 , Gen_loss: -0.36120608 MI_loss: 22.072264 Detection error: 0.009747028350830078 time: 12:10:17.231471
- B/E: 106 / 291 , Gen_loss: -0.3584941 MI_loss: 21.713448 Detection error: 0.009750902652740479 time: 12:10:18.113626
- B/E: 107 / 291 , Gen_loss: -0.35955036 MI_loss: 21.8088 Detection error: 0.00974971055984497 time: 12:10:19.027558
- B/E: 108 / 291 , Gen_loss: -0.35884407 MI_loss: 21.827589 Detection error: 0.009753167629241943 time: 12:10:19.845074
- B/E: 109 / 291 , Gen_loss: -0.3546829 MI_loss: 21.592327 Detection error: 0.009748280048370361 time: 12:10:20.632444
- B/E: 110 / 291 , Gen_loss: -0.35908243 MI_loss: 21.670656 Detection error: 0.009740710258483887 time: 12:10:21.449438
- B/E: 111 / 291 , Gen_loss: -0.36058468 MI_loss: 21.872358 Detection error: 0.00973886251449585 time: 12:10:22.271629
- B/E: 112 / 291 , Gen_loss: -0.3619597 MI_loss: 21.909304 Detection error: 0.00973588228225708 time: 12:10:23.061141
- B/E: 113 / 291 , Gen_loss: -0.3712594 MI_loss: 22.50881 Detection error: 0.009739577770233154 time: 12:10:23.836701
- B/E: 114 / 291 , Gen_loss: -0.3543928 MI_loss: 21.540728 Detection error: 0.009744048118591309 time: 12:10:24.620637
- B/E: 115 / 291 , Gen_loss: -0.35594723 MI_loss: 21.551888 Detection error: 0.009740293025970459 time: 12:10:25.492826
- B/E: 116 / 291 , Gen_loss: -0.36624998 MI_loss: 22.164286 Detection error: 0.009739041328430176 time: 12:10:26.411632
- B/E: 117 / 291 , Gen_loss: -0.3600923 MI_loss: 22.024273 Detection error: 0.009737014770507812 time: 12:10:27.211328
- B/E: 118 / 291 , Gen_loss: -0.34703115 MI_loss: 20.973703 Detection error: 0.009734272956848145 time: 12:10:28.070802
- B/E: 119 / 291 , Gen_loss: -0.37056005 MI_loss: 22.371294 Detection error: 0.009726285934448242 time: 12:10:28.962713
- B/E: 120 / 291 , Gen_loss: -0.35660282 MI_loss: 21.55505 Detection error: 0.009725749492645264 time: 12:10:29.851946
- B/E: 121 / 291 , Gen_loss: -0.35564077 MI_loss: 21.712513 Detection error: 0.009731531143188477 time: 12:10:30.733326
- B/E: 122 / 291 , Gen_loss: -0.36167958 MI_loss: 21.90872 Detection error: 0.009726107120513916 time: 12:10:31.614783
- B/E: 123 / 291 , Gen_loss: -0.3588704 MI_loss: 21.64923 Detection error: 0.009718000888824463 time: 12:10:32.503446
- B/E: 124 / 291 , Gen_loss: -0.36067355 MI_loss: 21.86749 Detection error: 0.009716987609863281 time: 12:10:33.387095
- B/E: 125 / 291 , Gen_loss: -0.3594228 MI_loss: 21.756842 Detection error: 0.00972074270248413 time: 12:10:34.275425
- B/E: 126 / 291 , Gen_loss: -0.35026044 MI_loss: 21.185852 Detection error: 0.00972837209701538 time: 12:10:35.161805
- B/E: 127 / 291 , Gen_loss: -0.36739755 MI_loss: 22.326738 Detection error: 0.009729743003845215 time: 12:10:36.052712
- B/E: 128 / 291 , Gen_loss: -0.3582829 MI_loss: 21.743439 Detection error: 0.009736180305480957 time: 12:10:36.939854
- B/E: 129 / 291 , Gen_loss: -0.36859545 MI_loss: 22.470842 Detection error: 0.00974208116531372 time: 12:10:37.824674
- B/E: 130 / 291 , Gen_loss: -0.35940742 MI_loss: 21.645262 Detection error: 0.009745001792907715 time: 12:10:38.711187
- B/E: 131 / 291 , Gen_loss: -0.3510759 MI_loss: 21.12234 Detection error: 0.009753525257110596 time: 12:10:39.594183
- B/E: 132 / 291 , Gen_loss: -0.3606063 MI_loss: 21.74277 Detection error: 0.009749293327331543 time: 12:10:40.562627
- B/E: 133 / 291 , Gen_loss: -0.35525656 MI_loss: 21.61562 Detection error: 0.009753704071044922 time: 12:10:41.448437
- B/E: 134 / 291 , Gen_loss: -0.35564053 MI_loss: 21.622095 Detection error: 0.009759247303009033 time: 12:10:42.332664
- B/E: 135 / 291 , Gen_loss: -0.3537452 MI_loss: 21.475372 Detection error: 0.00976032018661499 time: 12:10:43.218692
- B/E: 136 / 291 , Gen_loss: -0.36980334 MI_loss: 22.46973 Detection error: 0.009763896465301514 time: 12:10:44.106893
- B/E: 137 / 291 , Gen_loss: -0.35988468 MI_loss: 21.68879 Detection error: 0.009764492511749268 time: 12:10:44.995410
- B/E: 138 / 291 , Gen_loss: -0.3655744 MI_loss: 22.21308 Detection error: 0.009770691394805908 time: 12:10:45.883949
- B/E: 139 / 291 , Gen_loss: -0.3679588 MI_loss: 22.260283 Detection error: 0.009771406650543213 time: 12:10:46.795032
- B/E: 140 / 291 , Gen_loss: -0.36076185 MI_loss: 21.941877 Detection error: 0.00977104902267456 time: 12:10:47.723073
- B/E: 141 / 291 , Gen_loss: -0.35112375 MI_loss: 21.188698 Detection error: 0.009764313697814941 time: 12:10:48.627024
- B/E: 142 / 291 , Gen_loss: -0.35898957 MI_loss: 21.823706 Detection error: 0.009765326976776123 time: 12:10:49.522296
- B/E: 143 / 291 , Gen_loss: -0.3702785 MI_loss: 22.485893 Detection error: 0.009763240814208984 time: 12:10:50.404539
- B/E: 144 / 291 , Gen_loss: -0.35825497 MI_loss: 21.797955 Detection error: 0.009773492813110352 time: 12:10:51.294235
- B/E: 145 / 291 , Gen_loss: -0.34827125 MI_loss: 21.026194 Detection error: 0.00977933406829834 time: 12:10:52.160175
- B/E: 146 / 291 , Gen_loss: -0.36328158 MI_loss: 21.985397 Detection error: 0.00978165864944458 time: 12:10:53.091612
- B/E: 147 / 291 , Gen_loss: -0.3731326 MI_loss: 22.5237 Detection error: 0.009781897068023682 time: 12:10:53.992035
- B/E: 148 / 291 , Gen_loss: -0.36043274 MI_loss: 21.82819 Detection error: 0.00978165864944458 time: 12:10:54.987608
- B/E: 149 / 291 , Gen_loss: -0.3494182 MI_loss: 21.35406 Detection error: 0.009790182113647461 time: 12:10:55.884402
-
- Test Loss: 10.261879 Test Error: 0.01064997911453247
- -----
- EPOCH: 292
- B/E: 0 / 292 , Gen_loss: -0.34834185 MI_loss: 21.02223 Detection error: 0.01015627384185791 time: 12:10:57.877715
- B/E: 1 / 292 , Gen_loss: -0.3557644 MI_loss: 21.524023 Detection error: 0.01006251573562622 time: 12:11:43.478602
- B/E: 2 / 292 , Gen_loss: -0.35516578 MI_loss: 21.513885 Detection error: 0.009718775749206543 time: 12:11:44.421963
- B/E: 3 / 292 , Gen_loss: -0.36207238 MI_loss: 21.87921 Detection error: 0.009609401226043701 time: 12:11:45.330291
- B/E: 4 / 292 , Gen_loss: -0.35963938 MI_loss: 21.906963 Detection error: 0.009662508964538574 time: 12:11:46.204342
- B/E: 5 / 292 , Gen_loss: -0.35726535 MI_loss: 21.879604 Detection error: 0.009760439395904541 time: 12:11:47.094079
- B/E: 6 / 292 , Gen_loss: -0.37073216 MI_loss: 22.453428 Detection error: 0.009785711765289307 time: 12:11:47.987969
- B/E: 7 / 292 , Gen_loss: -0.3613384 MI_loss: 21.960516 Detection error: 0.00985938310623169 time: 12:11:48.860339
- B/E: 8 / 292 , Gen_loss: -0.3593948 MI_loss: 21.743639 Detection error: 0.009784698486328125 time: 12:11:49.750991
- B/E: 9 / 292 , Gen_loss: -0.36945307 MI_loss: 22.411457 Detection error: 0.009756267070770264 time: 12:11:50.648069
- B/E: 10 / 292 , Gen_loss: -0.3674367 MI_loss: 22.316936 Detection error: 0.009744346141815186 time: 12:11:51.644130
- B/E: 11 / 292 , Gen_loss: -0.3612439 MI_loss: 22.020945 Detection error: 0.009789049625396729 time: 12:11:52.542171
- B/E: 12 / 292 , Gen_loss: -0.36148098 MI_loss: 21.859135 Detection error: 0.00985574722290039 time: 12:11:53.441304
- B/E: 13 / 292 , Gen_loss: -0.3605722 MI_loss: 21.76508 Detection error: 0.00982588529586792 time: 12:11:54.335636
- B/E: 14 / 292 , Gen_loss: -0.36543438 MI_loss: 22.204662 Detection error: 0.009814560413360596 time: 12:11:55.234335
- B/E: 15 / 292 , Gen_loss: -0.36767048 MI_loss: 22.263302 Detection error: 0.009816408157348633 time: 12:11:56.132911
- B/E: 16 / 292 , Gen_loss: -0.36356786 MI_loss: 21.890972 Detection error: 0.009812474250793457 time: 12:11:57.029644
- B/E: 17 / 292 , Gen_loss: -0.3496649 MI_loss: 21.17338 Detection error: 0.009788215160369873 time: 12:11:57.929771
- B/E: 18 / 292 , Gen_loss: -0.351051 MI_loss: 21.298313 Detection error: 0.00972205400466919 time: 12:11:58.742296
- B/E: 19 / 292 , Gen_loss: -0.35480028 MI_loss: 21.385078 Detection error: 0.009739041328430176 time: 12:11:59.567597
- B/E: 20 / 292 , Gen_loss: -0.3551242 MI_loss: 21.586405 Detection error: 0.009764909744262695 time: 12:12:00.408265
- B/E: 21 / 292 , Gen_loss: -0.35381606 MI_loss: 21.552443 Detection error: 0.009786903858184814 time: 12:12:01.321746
- B/E: 22 / 292 , Gen_loss: -0.37110418 MI_loss: 22.44284 Detection error: 0.009763598442077637 time: 12:12:02.215680
- B/E: 23 / 292 , Gen_loss: -0.3700998 MI_loss: 22.358397 Detection error: 0.009734392166137695 time: 12:12:03.111161
- B/E: 24 / 292 , Gen_loss: -0.36041722 MI_loss: 21.901625 Detection error: 0.009745001792907715 time: 12:12:04.040559
- B/E: 25 / 292 , Gen_loss: -0.3560637 MI_loss: 21.463388 Detection error: 0.009776413440704346 time: 12:12:05.013297
- B/E: 26 / 292 , Gen_loss: -0.35998476 MI_loss: 21.916338 Detection error: 0.00980442762374878 time: 12:12:05.908701
- B/E: 27 / 292 , Gen_loss: -0.36695427 MI_loss: 22.511257 Detection error: 0.009827017784118652 time: 12:12:06.814957
- B/E: 28 / 292 , Gen_loss: -0.35975054 MI_loss: 21.677406 Detection error: 0.009827613830566406 time: 12:12:07.701733
- B/E: 29 / 292 , Gen_loss: -0.35820162 MI_loss: 21.784065 Detection error: 0.009832262992858887 time: 12:12:08.586030
- B/E: 30 / 292 , Gen_loss: -0.35855028 MI_loss: 21.682396 Detection error: 0.00981450080871582 time: 12:12:09.475986
- B/E: 31 / 292 , Gen_loss: -0.36450252 MI_loss: 21.988907 Detection error: 0.00979393720626831 time: 12:12:10.369594
- B/E: 32 / 292 , Gen_loss: -0.3633931 MI_loss: 21.995089 Detection error: 0.009796380996704102 time: 12:12:11.270435
- B/E: 33 / 292 , Gen_loss: -0.35176775 MI_loss: 21.194225 Detection error: 0.00978308916091919 time: 12:12:12.170950
- B/E: 34 / 292 , Gen_loss: -0.35653284 MI_loss: 21.742775 Detection error: 0.009783029556274414 time: 12:12:13.027741
- B/E: 35 / 292 , Gen_loss: -0.34837174 MI_loss: 21.187607 Detection error: 0.009779512882232666 time: 12:12:13.901206
- B/E: 36 / 292 , Gen_loss: -0.36761117 MI_loss: 22.145521 Detection error: 0.009772777557373047 time: 12:12:14.745320
- B/E: 37 / 292 , Gen_loss: -0.3685868 MI_loss: 22.331722 Detection error: 0.009773850440979004 time: 12:12:15.652814
- B/E: 38 / 292 , Gen_loss: -0.3565988 MI_loss: 21.64933 Detection error: 0.009781241416931152 time: 12:12:16.546946
- B/E: 39 / 292 , Gen_loss: -0.3691299 MI_loss: 22.278408 Detection error: 0.00976794958114624 time: 12:12:17.442510
- B/E: 40 / 292 , Gen_loss: -0.36220846 MI_loss: 21.94446 Detection error: 0.009774386882781982 time: 12:12:18.308094
- B/E: 41 / 292 , Gen_loss: -0.37185258 MI_loss: 22.48476 Detection error: 0.009772300720214844 time: 12:12:19.207165
- B/E: 42 / 292 , Gen_loss: -0.36257163 MI_loss: 21.86322 Detection error: 0.009767413139343262 time: 12:12:19.991995
- B/E: 43 / 292 , Gen_loss: -0.36406714 MI_loss: 22.076756 Detection error: 0.009772002696990967 time: 12:12:20.822046
- B/E: 44 / 292 , Gen_loss: -0.3710403 MI_loss: 22.44836 Detection error: 0.009781956672668457 time: 12:12:21.714926
- B/E: 45 / 292 , Gen_loss: -0.3640991 MI_loss: 22.151163 Detection error: 0.00978398323059082 time: 12:12:22.613393
- B/E: 46 / 292 , Gen_loss: -0.36690432 MI_loss: 22.264221 Detection error: 0.009792566299438477 time: 12:12:23.515807
- B/E: 47 / 292 , Gen_loss: -0.3597896 MI_loss: 21.67865 Detection error: 0.009793639183044434 time: 12:12:24.411980
- B/E: 48 / 292 , Gen_loss: -0.3662044 MI_loss: 22.1403 Detection error: 0.009811878204345703 time: 12:12:25.310634
- B/E: 49 / 292 , Gen_loss: -0.36658904 MI_loss: 22.344208 Detection error: 0.009815633296966553 time: 12:12:26.218042
- B/E: 50 / 292 , Gen_loss: -0.35693908 MI_loss: 21.705994 Detection error: 0.009821057319641113 time: 12:12:27.093192
- B/E: 51 / 292 , Gen_loss: -0.37159672 MI_loss: 22.563839 Detection error: 0.009822726249694824 time: 12:12:27.992054
- B/E: 52 / 292 , Gen_loss: -0.36348757 MI_loss: 22.066082 Detection error: 0.00982367992401123 time: 12:12:28.890990
- B/E: 53 / 292 , Gen_loss: -0.3678909 MI_loss: 22.39304 Detection error: 0.009838521480560303 time: 12:12:29.786780
- B/E: 54 / 292 , Gen_loss: -0.3688476 MI_loss: 22.303324 Detection error: 0.009838640689849854 time: 12:12:30.682125
- B/E: 55 / 292 , Gen_loss: -0.36571786 MI_loss: 22.06727 Detection error: 0.009819209575653076 time: 12:12:31.578908
- B/E: 56 / 292 , Gen_loss: -0.35516742 MI_loss: 21.447233 Detection error: 0.009802639484405518 time: 12:12:32.477754
- B/E: 57 / 292 , Gen_loss: -0.36268935 MI_loss: 21.92563 Detection error: 0.009797394275665283 time: 12:12:33.460506
- B/E: 58 / 292 , Gen_loss: -0.3629403 MI_loss: 22.035473 Detection error: 0.00979238748550415 time: 12:12:34.362834
- B/E: 59 / 292 , Gen_loss: -0.35741645 MI_loss: 21.724625 Detection error: 0.009810924530029297 time: 12:12:35.259000
- B/E: 60 / 292 , Gen_loss: -0.36381 MI_loss: 21.912209 Detection error: 0.009800195693969727 time: 12:12:36.156915
- B/E: 61 / 292 , Gen_loss: -0.35853183 MI_loss: 21.690657 Detection error: 0.00979536771774292 time: 12:12:37.056094
- B/E: 62 / 292 , Gen_loss: -0.35921732 MI_loss: 21.817047 Detection error: 0.00979912281036377 time: 12:12:37.992505
- B/E: 63 / 292 , Gen_loss: -0.35500294 MI_loss: 21.363705 Detection error: 0.009799778461456299 time: 12:12:38.888215
- B/E: 64 / 292 , Gen_loss: -0.3733093 MI_loss: 22.585293 Detection error: 0.009795188903808594 time: 12:12:39.789885
- B/E: 65 / 292 , Gen_loss: -0.3710663 MI_loss: 22.450409 Detection error: 0.009791195392608643 time: 12:12:40.687326
- B/E: 66 / 292 , Gen_loss: -0.35874146 MI_loss: 21.810652 Detection error: 0.009787321090698242 time: 12:12:41.588740
- B/E: 67 / 292 , Gen_loss: -0.35628623 MI_loss: 21.487022 Detection error: 0.009779870510101318 time: 12:12:42.513152
- B/E: 68 / 292 , Gen_loss: -0.35334775 MI_loss: 21.464212 Detection error: 0.009794354438781738 time: 12:12:43.410014
- B/E: 69 / 292 , Gen_loss: -0.35009798 MI_loss: 21.153257 Detection error: 0.009794652462005615 time: 12:12:44.308919
- B/E: 70 / 292 , Gen_loss: -0.374599 MI_loss: 22.792324 Detection error: 0.009793579578399658 time: 12:12:45.211935
- B/E: 71 / 292 , Gen_loss: -0.36179283 MI_loss: 21.875645 Detection error: 0.009795546531677246 time: 12:12:46.099729
- B/E: 72 / 292 , Gen_loss: -0.3690303 MI_loss: 22.382795 Detection error: 0.009794533252716064 time: 12:12:46.989060
- B/E: 73 / 292 , Gen_loss: -0.36041266 MI_loss: 21.871986 Detection error: 0.009790122509002686 time: 12:12:47.987813
- B/E: 74 / 292 , Gen_loss: -0.35162914 MI_loss: 21.296677 Detection error: 0.00978708267211914 time: 12:12:48.874719
- B/E: 75 / 292 , Gen_loss: -0.3521834 MI_loss: 21.349789 Detection error: 0.009775876998901367 time: 12:12:49.761527
- B/E: 76 / 292 , Gen_loss: -0.34857115 MI_loss: 21.073101 Detection error: 0.009790182113647461 time: 12:12:50.646790
- B/E: 77 / 292 , Gen_loss: -0.36654887 MI_loss: 22.16024 Detection error: 0.009785234928131104 time: 12:12:51.532593
- B/E: 78 / 292 , Gen_loss: -0.3639112 MI_loss: 21.811184 Detection error: 0.009772956371307373 time: 12:12:52.416351
- B/E: 79 / 292 , Gen_loss: -0.36038545 MI_loss: 21.887405 Detection error: 0.009785950183868408 time: 12:12:53.301774
- B/E: 80 / 292 , Gen_loss: -0.3591076 MI_loss: 21.630848 Detection error: 0.009797453880310059 time: 12:12:54.177021
- B/E: 81 / 292 , Gen_loss: -0.3628712 MI_loss: 22.022638 Detection error: 0.009787321090698242 time: 12:12:55.073526
- B/E: 82 / 292 , Gen_loss: -0.36658478 MI_loss: 22.337627 Detection error: 0.009781241416931152 time: 12:12:55.958331
- B/E: 83 / 292 , Gen_loss: -0.35147408 MI_loss: 21.31867 Detection error: 0.009778618812561035 time: 12:12:56.847962
- B/E: 84 / 292 , Gen_loss: -0.35321072 MI_loss: 21.44012 Detection error: 0.009777963161468506 time: 12:12:57.735059
- B/E: 85 / 292 , Gen_loss: -0.35936064 MI_loss: 21.555895 Detection error: 0.009758353233337402 time: 12:12:58.619453
- B/E: 86 / 292 , Gen_loss: -0.36507955 MI_loss: 22.092033 Detection error: 0.009758591651916504 time: 12:12:59.504946
- B/E: 87 / 292 , Gen_loss: -0.36098057 MI_loss: 21.78759 Detection error: 0.009746789932250977 time: 12:13:00.389378
- B/E: 88 / 292 , Gen_loss: -0.3543663 MI_loss: 21.331076 Detection error: 0.009737014770507812 time: 12:13:01.269599
- B/E: 89 / 292 , Gen_loss: -0.35653728 MI_loss: 21.672009 Detection error: 0.009744465351104736 time: 12:13:02.265271
- B/E: 90 / 292 , Gen_loss: -0.36385846 MI_loss: 21.924507 Detection error: 0.009745180606842041 time: 12:13:03.152881
- B/E: 91 / 292 , Gen_loss: -0.35530052 MI_loss: 21.346333 Detection error: 0.009752392768859863 time: 12:13:04.057944
- B/E: 92 / 292 , Gen_loss: -0.3531246 MI_loss: 21.365826 Detection error: 0.009738922119140625 time: 12:13:04.949407
- B/E: 93 / 292 , Gen_loss: -0.35198814 MI_loss: 21.22147 Detection error: 0.009733378887176514 time: 12:13:05.833909
- B/E: 94 / 292 , Gen_loss: -0.36376044 MI_loss: 22.229122 Detection error: 0.009752631187438965 time: 12:13:06.719143
- B/E: 95 / 292 , Gen_loss: -0.3544241 MI_loss: 21.551214 Detection error: 0.00975877046585083 time: 12:13:07.604431
- B/E: 96 / 292 , Gen_loss: -0.35312077 MI_loss: 21.3324 Detection error: 0.009753227233886719 time: 12:13:08.488259
- B/E: 97 / 292 , Gen_loss: -0.36414793 MI_loss: 22.070871 Detection error: 0.009747445583343506 time: 12:13:09.374885
- B/E: 98 / 292 , Gen_loss: -0.35505188 MI_loss: 21.531317 Detection error: 0.009735822677612305 time: 12:13:10.270134
- B/E: 99 / 292 , Gen_loss: -0.35715342 MI_loss: 21.624596 Detection error: 0.009736895561218262 time: 12:13:11.162231
- B/E: 100 / 292 , Gen_loss: -0.36209127 MI_loss: 21.951523 Detection error: 0.009742558002471924 time: 12:13:12.049554
- B/E: 101 / 292 , Gen_loss: -0.35551646 MI_loss: 21.534384 Detection error: 0.009745419025421143 time: 12:13:12.936346
- B/E: 102 / 292 , Gen_loss: -0.34850538 MI_loss: 21.081861 Detection error: 0.009745478630065918 time: 12:13:13.822497
- B/E: 103 / 292 , Gen_loss: -0.36164027 MI_loss: 21.924496 Detection error: 0.009744584560394287 time: 12:13:14.707827
- B/E: 104 / 292 , Gen_loss: -0.36134407 MI_loss: 21.847507 Detection error: 0.00974494218826294 time: 12:13:15.597746
- B/E: 105 / 292 , Gen_loss: -0.3545549 MI_loss: 21.601406 Detection error: 0.009743213653564453 time: 12:13:16.561414
- B/E: 106 / 292 , Gen_loss: -0.3727077 MI_loss: 22.648027 Detection error: 0.009744763374328613 time: 12:13:17.448264
- B/E: 107 / 292 , Gen_loss: -0.37269518 MI_loss: 22.716787 Detection error: 0.009750843048095703 time: 12:13:18.272949
- B/E: 108 / 292 , Gen_loss: -0.3603238 MI_loss: 21.844862 Detection error: 0.00975257158279419 time: 12:13:19.150957
- B/E: 109 / 292 , Gen_loss: -0.3519329 MI_loss: 21.287462 Detection error: 0.00974571704864502 time: 12:13:20.033530
- B/E: 110 / 292 , Gen_loss: -0.35562745 MI_loss: 21.403545 Detection error: 0.009738743305206299 time: 12:13:20.864353
- B/E: 111 / 292 , Gen_loss: -0.36623803 MI_loss: 22.18757 Detection error: 0.009736895561218262 time: 12:13:21.740040
- B/E: 112 / 292 , Gen_loss: -0.3666256 MI_loss: 22.036 Detection error: 0.009736478328704834 time: 12:13:22.542217
- B/E: 113 / 292 , Gen_loss: -0.3596457 MI_loss: 21.922138 Detection error: 0.009740650653839111 time: 12:13:23.413541
- B/E: 114 / 292 , Gen_loss: -0.3615661 MI_loss: 22.009356 Detection error: 0.00974184274673462 time: 12:13:24.324529
- B/E: 115 / 292 , Gen_loss: -0.3675928 MI_loss: 22.320522 Detection error: 0.009735167026519775 time: 12:13:25.210717
- B/E: 116 / 292 , Gen_loss: -0.36459368 MI_loss: 22.115223 Detection error: 0.009731292724609375 time: 12:13:26.091496
- B/E: 117 / 292 , Gen_loss: -0.35483298 MI_loss: 21.598892 Detection error: 0.00973886251449585 time: 12:13:26.986693
- B/E: 118 / 292 , Gen_loss: -0.3604039 MI_loss: 21.682093 Detection error: 0.009725570678710938 time: 12:13:27.873359
- B/E: 119 / 292 , Gen_loss: -0.36148438 MI_loss: 22.040585 Detection error: 0.009721875190734863 time: 12:13:28.761420
- B/E: 120 / 292 , Gen_loss: -0.35964486 MI_loss: 21.77753 Detection error: 0.009723663330078125 time: 12:13:29.671138
- B/E: 121 / 292 , Gen_loss: -0.36451417 MI_loss: 22.165257 Detection error: 0.00972825288772583 time: 12:13:30.568994
- B/E: 122 / 292 , Gen_loss: -0.36319637 MI_loss: 21.897041 Detection error: 0.009719252586364746 time: 12:13:31.393088
- B/E: 123 / 292 , Gen_loss: -0.34847358 MI_loss: 21.177296 Detection error: 0.009716510772705078 time: 12:13:32.281983
- B/E: 124 / 292 , Gen_loss: -0.3619675 MI_loss: 21.90326 Detection error: 0.009715735912322998 time: 12:13:33.162957
- B/E: 125 / 292 , Gen_loss: -0.3686738 MI_loss: 22.317179 Detection error: 0.009716987609863281 time: 12:13:34.057474
- B/E: 126 / 292 , Gen_loss: -0.364423 MI_loss: 22.167074 Detection error: 0.009728848934173584 time: 12:13:34.938134
- B/E: 127 / 292 , Gen_loss: -0.35594645 MI_loss: 21.547377 Detection error: 0.009729743003845215 time: 12:13:35.826394
- B/E: 128 / 292 , Gen_loss: -0.35318145 MI_loss: 21.534773 Detection error: 0.009733021259307861 time: 12:13:36.713903
- B/E: 129 / 292 , Gen_loss: -0.35764727 MI_loss: 21.869843 Detection error: 0.009741365909576416 time: 12:13:37.600187
- B/E: 130 / 292 , Gen_loss: -0.36823317 MI_loss: 22.315296 Detection error: 0.009744524955749512 time: 12:13:38.483829
- B/E: 131 / 292 , Gen_loss: -0.3618446 MI_loss: 21.724525 Detection error: 0.009750723838806152 time: 12:13:39.371429
- B/E: 132 / 292 , Gen_loss: -0.35791662 MI_loss: 21.62106 Detection error: 0.009747624397277832 time: 12:13:40.257395
- B/E: 133 / 292 , Gen_loss: -0.3622673 MI_loss: 21.905611 Detection error: 0.009751379489898682 time: 12:13:41.144444
- B/E: 134 / 292 , Gen_loss: -0.34984487 MI_loss: 21.436466 Detection error: 0.009757161140441895 time: 12:13:42.031063
- B/E: 135 / 292 , Gen_loss: -0.3618216 MI_loss: 21.874668 Detection error: 0.009758055210113525 time: 12:13:42.915966
- B/E: 136 / 292 , Gen_loss: -0.3610205 MI_loss: 21.87087 Detection error: 0.009760499000549316 time: 12:13:43.811246
- B/E: 137 / 292 , Gen_loss: -0.36152995 MI_loss: 21.863232 Detection error: 0.0097617506980896 time: 12:13:44.781928
- B/E: 138 / 292 , Gen_loss: -0.3549947 MI_loss: 21.468798 Detection error: 0.009761691093444824 time: 12:13:45.669645
- B/E: 139 / 292 , Gen_loss: -0.3617722 MI_loss: 21.969742 Detection error: 0.009771227836608887 time: 12:13:46.556999
- B/E: 140 / 292 , Gen_loss: -0.3564198 MI_loss: 21.64528 Detection error: 0.009767532348632812 time: 12:13:47.443650
- B/E: 141 / 292 , Gen_loss: -0.3547793 MI_loss: 21.447853 Detection error: 0.009761214256286621 time: 12:13:48.328000
- B/E: 142 / 292 , Gen_loss: -0.3569913 MI_loss: 21.43667 Detection error: 0.00976419448852539 time: 12:13:49.219473
- B/E: 143 / 292 , Gen_loss: -0.3723631 MI_loss: 22.561314 Detection error: 0.009762585163116455 time: 12:13:50.106176
- B/E: 144 / 292 , Gen_loss: -0.34706563 MI_loss: 20.98812 Detection error: 0.009771764278411865 time: 12:13:50.950069
- B/E: 145 / 292 , Gen_loss: -0.35675985 MI_loss: 21.650345 Detection error: 0.00977933406829834 time: 12:13:51.744577
- B/E: 146 / 292 , Gen_loss: -0.35795993 MI_loss: 21.606121 Detection error: 0.009777665138244629 time: 12:13:52.512177
- B/E: 147 / 292 , Gen_loss: -0.35876533 MI_loss: 21.690586 Detection error: 0.009781062602996826 time: 12:13:53.406887
- B/E: 148 / 292 , Gen_loss: -0.35153687 MI_loss: 21.434525 Detection error: 0.009782075881958008 time: 12:13:54.290639
- B/E: 149 / 292 , Gen_loss: -0.36602202 MI_loss: 22.207619 Detection error: 0.009787678718566895 time: 12:13:55.174754
-
- Test Loss: 10.262467 Test Error: 0.01064997911453247
- -----
- EPOCH: 293
- B/E: 0 / 293 , Gen_loss: -0.35573217 MI_loss: 21.659845 Detection error: 0.01003122329711914 time: 12:13:57.155883
- B/E: 1 / 293 , Gen_loss: -0.35054904 MI_loss: 21.147236 Detection error: 0.010109364986419678 time: 12:14:41.393103
- B/E: 2 / 293 , Gen_loss: -0.35096994 MI_loss: 21.295923 Detection error: 0.009739577770233154 time: 12:14:42.422678
- B/E: 3 / 293 , Gen_loss: -0.36536685 MI_loss: 22.055967 Detection error: 0.009593725204467773 time: 12:14:43.323555
- B/E: 4 / 293 , Gen_loss: -0.36363164 MI_loss: 22.160198 Detection error: 0.009700000286102295 time: 12:14:44.254588
- B/E: 5 / 293 , Gen_loss: -0.3565117 MI_loss: 21.732943 Detection error: 0.00967186689376831 time: 12:14:45.149663
- B/E: 6 / 293 , Gen_loss: -0.35166422 MI_loss: 21.379595 Detection error: 0.009781241416931152 time: 12:14:46.046903
- B/E: 7 / 293 , Gen_loss: -0.36564463 MI_loss: 22.167679 Detection error: 0.009867191314697266 time: 12:14:46.952501
- B/E: 8 / 293 , Gen_loss: -0.35329324 MI_loss: 21.383316 Detection error: 0.009739577770233154 time: 12:14:47.848743
- B/E: 9 / 293 , Gen_loss: -0.3561365 MI_loss: 21.506441 Detection error: 0.009700000286102295 time: 12:14:48.744584
- B/E: 10 / 293 , Gen_loss: -0.36239648 MI_loss: 21.860537 Detection error: 0.009698867797851562 time: 12:14:49.662676
- B/E: 11 / 293 , Gen_loss: -0.36505932 MI_loss: 22.129564 Detection error: 0.009778618812561035 time: 12:14:50.558744
- B/E: 12 / 293 , Gen_loss: -0.36539954 MI_loss: 22.260094 Detection error: 0.009807705879211426 time: 12:14:51.453465
- B/E: 13 / 293 , Gen_loss: -0.3472032 MI_loss: 20.877066 Detection error: 0.00979912281036377 time: 12:14:52.355183
- B/E: 14 / 293 , Gen_loss: -0.36872947 MI_loss: 22.393023 Detection error: 0.00976872444152832 time: 12:14:53.252303
- B/E: 15 / 293 , Gen_loss: -0.37162513 MI_loss: 22.577106 Detection error: 0.009802758693695068 time: 12:14:54.148443
- B/E: 16 / 293 , Gen_loss: -0.35593688 MI_loss: 21.458784 Detection error: 0.009772062301635742 time: 12:14:55.047542
- B/E: 17 / 293 , Gen_loss: -0.3554496 MI_loss: 21.546034 Detection error: 0.009729146957397461 time: 12:14:55.945331
- B/E: 18 / 293 , Gen_loss: -0.3562862 MI_loss: 21.505032 Detection error: 0.009713828563690186 time: 12:14:56.940431
- B/E: 19 / 293 , Gen_loss: -0.3581549 MI_loss: 21.870293 Detection error: 0.0097312331199646 time: 12:14:57.838203
- B/E: 20 / 293 , Gen_loss: -0.36053362 MI_loss: 21.96222 Detection error: 0.009747028350830078 time: 12:14:58.737809
- B/E: 21 / 293 , Gen_loss: -0.35898024 MI_loss: 21.92409 Detection error: 0.00978553295135498 time: 12:14:59.636883
- B/E: 22 / 293 , Gen_loss: -0.366161 MI_loss: 22.0769 Detection error: 0.009739100933074951 time: 12:15:00.538277
- B/E: 23 / 293 , Gen_loss: -0.35581267 MI_loss: 21.51767 Detection error: 0.009734392166137695 time: 12:15:01.435818
- B/E: 24 / 293 , Gen_loss: -0.3593679 MI_loss: 21.708097 Detection error: 0.009745001792907715 time: 12:15:02.333801
- B/E: 25 / 293 , Gen_loss: -0.36030552 MI_loss: 21.800556 Detection error: 0.009770452976226807 time: 12:15:03.237858
- B/E: 26 / 293 , Gen_loss: -0.35884112 MI_loss: 21.95281 Detection error: 0.009797453880310059 time: 12:15:04.145327
- B/E: 27 / 293 , Gen_loss: -0.3694402 MI_loss: 22.405931 Detection error: 0.0098114013671875 time: 12:15:05.046355
- B/E: 28 / 293 , Gen_loss: -0.36596105 MI_loss: 22.134819 Detection error: 0.009810328483581543 time: 12:15:05.947815
- B/E: 29 / 293 , Gen_loss: -0.35921502 MI_loss: 21.579323 Detection error: 0.009820818901062012 time: 12:15:06.845792
- B/E: 30 / 293 , Gen_loss: -0.3659457 MI_loss: 22.19104 Detection error: 0.009816527366638184 time: 12:15:07.744201
- B/E: 31 / 293 , Gen_loss: -0.35872778 MI_loss: 21.703484 Detection error: 0.009792983531951904 time: 12:15:08.650027
- B/E: 32 / 293 , Gen_loss: -0.35520446 MI_loss: 21.502361 Detection error: 0.00979924201965332 time: 12:15:09.434199
- B/E: 33 / 293 , Gen_loss: -0.35326535 MI_loss: 21.286913 Detection error: 0.009778499603271484 time: 12:15:10.315029
- B/E: 34 / 293 , Gen_loss: -0.35167077 MI_loss: 21.399702 Detection error: 0.009785711765289307 time: 12:15:11.208843
- B/E: 35 / 293 , Gen_loss: -0.36497223 MI_loss: 22.162811 Detection error: 0.009754359722137451 time: 12:15:12.092734
- B/E: 36 / 293 , Gen_loss: -0.3695646 MI_loss: 22.457712 Detection error: 0.009774506092071533 time: 12:15:12.896775
- B/E: 37 / 293 , Gen_loss: -0.3678876 MI_loss: 22.21571 Detection error: 0.009773015975952148 time: 12:15:13.673243
- B/E: 38 / 293 , Gen_loss: -0.34976503 MI_loss: 21.285692 Detection error: 0.009797275066375732 time: 12:15:14.504059
- B/E: 39 / 293 , Gen_loss: -0.36163068 MI_loss: 21.832136 Detection error: 0.00976407527923584 time: 12:15:15.291331
- B/E: 40 / 293 , Gen_loss: -0.36475214 MI_loss: 22.160904 Detection error: 0.009758412837982178 time: 12:15:16.176225
- B/E: 41 / 293 , Gen_loss: -0.35659352 MI_loss: 21.799332 Detection error: 0.009765625 time: 12:15:17.076482
- B/E: 42 / 293 , Gen_loss: -0.3565973 MI_loss: 21.628218 Detection error: 0.009772539138793945 time: 12:15:17.973095
- B/E: 43 / 293 , Gen_loss: -0.3663236 MI_loss: 22.138206 Detection error: 0.009767770767211914 time: 12:15:18.869868
- B/E: 44 / 293 , Gen_loss: -0.35700923 MI_loss: 21.71933 Detection error: 0.009776413440704346 time: 12:15:19.771928
- B/E: 45 / 293 , Gen_loss: -0.3637959 MI_loss: 22.123127 Detection error: 0.009781956672668457 time: 12:15:20.676770
- B/E: 46 / 293 , Gen_loss: -0.35245854 MI_loss: 21.331293 Detection error: 0.009799182415008545 time: 12:15:21.574236
- B/E: 47 / 293 , Gen_loss: -0.3539621 MI_loss: 21.436626 Detection error: 0.009800136089324951 time: 12:15:22.477349
- B/E: 48 / 293 , Gen_loss: -0.363926 MI_loss: 22.026838 Detection error: 0.009816348552703857 time: 12:15:23.453169
- B/E: 49 / 293 , Gen_loss: -0.35758793 MI_loss: 21.781086 Detection error: 0.009825646877288818 time: 12:15:24.351397
- B/E: 50 / 293 , Gen_loss: -0.35912153 MI_loss: 21.901188 Detection error: 0.009816169738769531 time: 12:15:25.272886
- B/E: 51 / 293 , Gen_loss: -0.35384995 MI_loss: 21.50029 Detection error: 0.009835362434387207 time: 12:15:26.174414
- B/E: 52 / 293 , Gen_loss: -0.36966556 MI_loss: 22.173698 Detection error: 0.009824275970458984 time: 12:15:27.073689
- B/E: 53 / 293 , Gen_loss: -0.37605962 MI_loss: 22.78195 Detection error: 0.00983971357345581 time: 12:15:27.986449
- B/E: 54 / 293 , Gen_loss: -0.3514323 MI_loss: 21.298073 Detection error: 0.00984036922454834 time: 12:15:28.903572
- B/E: 55 / 293 , Gen_loss: -0.35986596 MI_loss: 21.775738 Detection error: 0.009826421737670898 time: 12:15:29.799642
- B/E: 56 / 293 , Gen_loss: -0.36289877 MI_loss: 21.802944 Detection error: 0.00981360673904419 time: 12:15:30.713394
- B/E: 57 / 293 , Gen_loss: -0.3597784 MI_loss: 21.98913 Detection error: 0.009806573390960693 time: 12:15:31.609837
- B/E: 58 / 293 , Gen_loss: -0.36012045 MI_loss: 21.996073 Detection error: 0.009800851345062256 time: 12:15:32.507542
- B/E: 59 / 293 , Gen_loss: -0.3560201 MI_loss: 21.598892 Detection error: 0.009813547134399414 time: 12:15:33.403765
- B/E: 60 / 293 , Gen_loss: -0.36526084 MI_loss: 22.066671 Detection error: 0.009804844856262207 time: 12:15:34.305976
- B/E: 61 / 293 , Gen_loss: -0.35896438 MI_loss: 21.735085 Detection error: 0.009798884391784668 time: 12:15:35.240550
- B/E: 62 / 293 , Gen_loss: -0.37052372 MI_loss: 22.54818 Detection error: 0.009807050228118896 time: 12:15:36.140014
- B/E: 63 / 293 , Gen_loss: -0.36301267 MI_loss: 21.879805 Detection error: 0.009806156158447266 time: 12:15:37.138883
- B/E: 64 / 293 , Gen_loss: -0.35637745 MI_loss: 21.476517 Detection error: 0.009798586368560791 time: 12:15:38.039952
- B/E: 65 / 293 , Gen_loss: -0.36149824 MI_loss: 21.882534 Detection error: 0.009794533252716064 time: 12:15:38.944217
- B/E: 66 / 293 , Gen_loss: -0.35271806 MI_loss: 21.343681 Detection error: 0.00979524850845337 time: 12:15:39.845238
- B/E: 67 / 293 , Gen_loss: -0.3680854 MI_loss: 22.190857 Detection error: 0.00978630781173706 time: 12:15:40.742857
- B/E: 68 / 293 , Gen_loss: -0.36213234 MI_loss: 21.978878 Detection error: 0.009788930416107178 time: 12:15:41.642728
- B/E: 69 / 293 , Gen_loss: -0.3645059 MI_loss: 21.959042 Detection error: 0.009802699089050293 time: 12:15:42.544197
- B/E: 70 / 293 , Gen_loss: -0.36714965 MI_loss: 22.083826 Detection error: 0.009793579578399658 time: 12:15:43.444808
- B/E: 71 / 293 , Gen_loss: -0.35785034 MI_loss: 21.694372 Detection error: 0.00980079174041748 time: 12:15:44.342803
- B/E: 72 / 293 , Gen_loss: -0.36809084 MI_loss: 22.464937 Detection error: 0.009803056716918945 time: 12:15:45.256009
- B/E: 73 / 293 , Gen_loss: -0.35882342 MI_loss: 21.750303 Detection error: 0.009796440601348877 time: 12:15:46.155363
- B/E: 74 / 293 , Gen_loss: -0.35921893 MI_loss: 21.853848 Detection error: 0.009793341159820557 time: 12:15:47.051471
- B/E: 75 / 293 , Gen_loss: -0.35785002 MI_loss: 21.762081 Detection error: 0.00978785753250122 time: 12:15:47.949402
- B/E: 76 / 293 , Gen_loss: -0.35847917 MI_loss: 21.799276 Detection error: 0.009795844554901123 time: 12:15:48.843598
- B/E: 77 / 293 , Gen_loss: -0.36415294 MI_loss: 21.861807 Detection error: 0.009789645671844482 time: 12:15:49.729038
- B/E: 78 / 293 , Gen_loss: -0.36795405 MI_loss: 22.248978 Detection error: 0.009778857231140137 time: 12:15:50.612439
- B/E: 79 / 293 , Gen_loss: -0.36363673 MI_loss: 22.16172 Detection error: 0.009792983531951904 time: 12:15:51.578043
- B/E: 80 / 293 , Gen_loss: -0.35192633 MI_loss: 21.43819 Detection error: 0.009800910949707031 time: 12:15:52.472614
- B/E: 81 / 293 , Gen_loss: -0.3587036 MI_loss: 21.559896 Detection error: 0.009787321090698242 time: 12:15:53.377356
- B/E: 82 / 293 , Gen_loss: -0.36041322 MI_loss: 21.802599 Detection error: 0.009791016578674316 time: 12:15:54.272793
- B/E: 83 / 293 , Gen_loss: -0.36083928 MI_loss: 21.996174 Detection error: 0.009791314601898193 time: 12:15:55.170369
- B/E: 84 / 293 , Gen_loss: -0.36380258 MI_loss: 22.151127 Detection error: 0.00978785753250122 time: 12:15:56.069829
- B/E: 85 / 293 , Gen_loss: -0.3591626 MI_loss: 21.59576 Detection error: 0.00976419448852539 time: 12:15:56.969138
- B/E: 86 / 293 , Gen_loss: -0.36000875 MI_loss: 21.621658 Detection error: 0.00976651906967163 time: 12:15:57.866913
- B/E: 87 / 293 , Gen_loss: -0.35642788 MI_loss: 21.542788 Detection error: 0.009751081466674805 time: 12:15:58.769010
- B/E: 88 / 293 , Gen_loss: -0.36206767 MI_loss: 21.900045 Detection error: 0.009744405746459961 time: 12:15:59.667551
- B/E: 89 / 293 , Gen_loss: -0.35994583 MI_loss: 21.921076 Detection error: 0.009744763374328613 time: 12:16:00.568383
- B/E: 90 / 293 , Gen_loss: -0.35030115 MI_loss: 21.165033 Detection error: 0.009752750396728516 time: 12:16:01.470776
- B/E: 91 / 293 , Gen_loss: -0.36114582 MI_loss: 22.0679 Detection error: 0.009757161140441895 time: 12:16:02.369315
- B/E: 92 / 293 , Gen_loss: -0.35825962 MI_loss: 21.664396 Detection error: 0.00974428653717041 time: 12:16:03.267564
- B/E: 93 / 293 , Gen_loss: -0.3553165 MI_loss: 21.693213 Detection error: 0.009745001792907715 time: 12:16:04.170947
- B/E: 94 / 293 , Gen_loss: -0.3601262 MI_loss: 21.887394 Detection error: 0.009756922721862793 time: 12:16:05.071938
- B/E: 95 / 293 , Gen_loss: -0.36106876 MI_loss: 21.905811 Detection error: 0.00975877046585083 time: 12:16:06.018953
- B/E: 96 / 293 , Gen_loss: -0.358388 MI_loss: 21.732565 Detection error: 0.009755492210388184 time: 12:16:06.961580
- B/E: 97 / 293 , Gen_loss: -0.35912353 MI_loss: 21.855572 Detection error: 0.00975191593170166 time: 12:16:07.860177
- B/E: 98 / 293 , Gen_loss: -0.36390838 MI_loss: 22.049404 Detection error: 0.009744346141815186 time: 12:16:08.673669
- B/E: 99 / 293 , Gen_loss: -0.3609582 MI_loss: 21.775152 Detection error: 0.009740293025970459 time: 12:16:09.572107
- B/E: 100 / 293 , Gen_loss: -0.3589168 MI_loss: 21.792702 Detection error: 0.009744107723236084 time: 12:16:10.472592
- B/E: 101 / 293 , Gen_loss: -0.3544384 MI_loss: 21.637476 Detection error: 0.00975334644317627 time: 12:16:11.372630
- B/E: 102 / 293 , Gen_loss: -0.35690892 MI_loss: 21.737911 Detection error: 0.009752750396728516 time: 12:16:12.309296
- B/E: 103 / 293 , Gen_loss: -0.3659136 MI_loss: 22.208355 Detection error: 0.009750902652740479 time: 12:16:13.246361
- B/E: 104 / 293 , Gen_loss: -0.3540225 MI_loss: 21.362822 Detection error: 0.009755373001098633 time: 12:16:14.144864
- B/E: 105 / 293 , Gen_loss: -0.357892 MI_loss: 21.822193 Detection error: 0.00974881649017334 time: 12:16:15.045450
- B/E: 106 / 293 , Gen_loss: -0.36262622 MI_loss: 21.914982 Detection error: 0.00974881649017334 time: 12:16:15.946875
- B/E: 107 / 293 , Gen_loss: -0.36753735 MI_loss: 22.416359 Detection error: 0.00975114107131958 time: 12:16:16.846940
- B/E: 108 / 293 , Gen_loss: -0.35718718 MI_loss: 21.706835 Detection error: 0.009752869606018066 time: 12:16:17.756945
- B/E: 109 / 293 , Gen_loss: -0.3645724 MI_loss: 21.920399 Detection error: 0.009748578071594238 time: 12:16:18.671305
- B/E: 110 / 293 , Gen_loss: -0.3653439 MI_loss: 22.045498 Detection error: 0.009741008281707764 time: 12:16:19.570527
- B/E: 111 / 293 , Gen_loss: -0.36183175 MI_loss: 21.90173 Detection error: 0.00974053144454956 time: 12:16:20.567484
- B/E: 112 / 293 , Gen_loss: -0.3572231 MI_loss: 21.649532 Detection error: 0.009737253189086914 time: 12:16:21.469851
- B/E: 113 / 293 , Gen_loss: -0.35266107 MI_loss: 21.511257 Detection error: 0.009741485118865967 time: 12:16:22.368805
- B/E: 114 / 293 , Gen_loss: -0.34820187 MI_loss: 21.033947 Detection error: 0.009745121002197266 time: 12:16:23.271798
- B/E: 115 / 293 , Gen_loss: -0.3707015 MI_loss: 22.205757 Detection error: 0.009740829467773438 time: 12:16:24.171625
- B/E: 116 / 293 , Gen_loss: -0.35574257 MI_loss: 21.515385 Detection error: 0.009735584259033203 time: 12:16:25.070276
- B/E: 117 / 293 , Gen_loss: -0.3517083 MI_loss: 21.401373 Detection error: 0.009740471839904785 time: 12:16:25.976157
- B/E: 118 / 293 , Gen_loss: -0.36173835 MI_loss: 21.847004 Detection error: 0.009731590747833252 time: 12:16:26.885942
- B/E: 119 / 293 , Gen_loss: -0.36324003 MI_loss: 21.868584 Detection error: 0.009729444980621338 time: 12:16:27.714387
- B/E: 120 / 293 , Gen_loss: -0.357694 MI_loss: 21.878237 Detection error: 0.009727537631988525 time: 12:16:28.491118
- B/E: 121 / 293 , Gen_loss: -0.36183903 MI_loss: 22.15505 Detection error: 0.009733080863952637 time: 12:16:29.269017
- B/E: 122 / 293 , Gen_loss: -0.35965368 MI_loss: 21.607708 Detection error: 0.00972813367843628 time: 12:16:30.039808
- B/E: 123 / 293 , Gen_loss: -0.36349103 MI_loss: 21.729088 Detection error: 0.009722769260406494 time: 12:16:30.817710
- B/E: 124 / 293 , Gen_loss: -0.36146453 MI_loss: 21.892467 Detection error: 0.009722471237182617 time: 12:16:31.593381
- B/E: 125 / 293 , Gen_loss: -0.37303185 MI_loss: 22.7662 Detection error: 0.009719252586364746 time: 12:16:32.369085
- B/E: 126 / 293 , Gen_loss: -0.35774985 MI_loss: 21.751251 Detection error: 0.009731054306030273 time: 12:16:33.143452
- B/E: 127 / 293 , Gen_loss: -0.3571455 MI_loss: 21.815134 Detection error: 0.009734153747558594 time: 12:16:34.066689
- B/E: 128 / 293 , Gen_loss: -0.35718507 MI_loss: 21.601143 Detection error: 0.009737908840179443 time: 12:16:34.844621
- B/E: 129 / 293 , Gen_loss: -0.3693564 MI_loss: 22.471317 Detection error: 0.009744703769683838 time: 12:16:35.618705
- B/E: 130 / 293 , Gen_loss: -0.36136866 MI_loss: 21.812847 Detection error: 0.009748339653015137 time: 12:16:36.389804
- B/E: 131 / 293 , Gen_loss: -0.36001983 MI_loss: 21.598202 Detection error: 0.009754955768585205 time: 12:16:37.260439
- B/E: 132 / 293 , Gen_loss: -0.36052802 MI_loss: 21.73074 Detection error: 0.009751856327056885 time: 12:16:38.144236
- B/E: 133 / 293 , Gen_loss: -0.35850158 MI_loss: 21.73231 Detection error: 0.009753704071044922 time: 12:16:39.025588
- B/E: 134 / 293 , Gen_loss: -0.35616937 MI_loss: 21.703268 Detection error: 0.0097578763961792 time: 12:16:39.912594
- B/E: 135 / 293 , Gen_loss: -0.3711664 MI_loss: 22.505198 Detection error: 0.009760558605194092 time: 12:16:40.794540
- B/E: 136 / 293 , Gen_loss: -0.3566574 MI_loss: 21.636957 Detection error: 0.009762763977050781 time: 12:16:41.677642
- B/E: 137 / 293 , Gen_loss: -0.3641885 MI_loss: 21.95103 Detection error: 0.009763121604919434 time: 12:16:42.559894
- B/E: 138 / 293 , Gen_loss: -0.352621 MI_loss: 21.409458 Detection error: 0.009768426418304443 time: 12:16:43.442229
- B/E: 139 / 293 , Gen_loss: -0.37121636 MI_loss: 22.496563 Detection error: 0.009774327278137207 time: 12:16:44.324336
- B/E: 140 / 293 , Gen_loss: -0.35041088 MI_loss: 21.208233 Detection error: 0.009770810604095459 time: 12:16:45.208844
- B/E: 141 / 293 , Gen_loss: -0.35543978 MI_loss: 21.29535 Detection error: 0.009766697883605957 time: 12:16:46.099728
- B/E: 142 / 293 , Gen_loss: -0.35867202 MI_loss: 21.662058 Detection error: 0.009769678115844727 time: 12:16:46.984908
- B/E: 143 / 293 , Gen_loss: -0.36574826 MI_loss: 22.163832 Detection error: 0.009765863418579102 time: 12:16:47.951643
- B/E: 144 / 293 , Gen_loss: -0.35459372 MI_loss: 21.508133 Detection error: 0.00977867841720581 time: 12:16:48.861527
- B/E: 145 / 293 , Gen_loss: -0.35677457 MI_loss: 21.695763 Detection error: 0.009780168533325195 time: 12:16:49.743195
- B/E: 146 / 293 , Gen_loss: -0.3683917 MI_loss: 22.11292 Detection error: 0.009779095649719238 time: 12:16:50.628505
- B/E: 147 / 293 , Gen_loss: -0.36649144 MI_loss: 22.29367 Detection error: 0.00978463888168335 time: 12:16:51.525293
- B/E: 148 / 293 , Gen_loss: -0.35484725 MI_loss: 21.362078 Detection error: 0.009785473346710205 time: 12:16:52.408663
- B/E: 149 / 293 , Gen_loss: -0.3599345 MI_loss: 21.748259 Detection error: 0.009790182113647461 time: 12:16:53.288375
-
- Test Loss: 10.267473 Test Error: 0.010633349418640137
- -----
- EPOCH: 294
- B/E: 0 / 294 , Gen_loss: -0.3539432 MI_loss: 21.336279 Detection error: 0.010500013828277588 time: 12:16:55.290332
- B/E: 1 / 294 , Gen_loss: -0.35545993 MI_loss: 21.596783 Detection error: 0.010046899318695068 time: 12:17:39.491003
- B/E: 2 / 294 , Gen_loss: -0.36797482 MI_loss: 22.275537 Detection error: 0.00982290506362915 time: 12:17:40.418426
- B/E: 3 / 294 , Gen_loss: -0.35222033 MI_loss: 21.448221 Detection error: 0.009554684162139893 time: 12:17:41.308922
- B/E: 4 / 294 , Gen_loss: -0.356505 MI_loss: 21.580881 Detection error: 0.00966876745223999 time: 12:17:42.193331
- B/E: 5 / 294 , Gen_loss: -0.35585794 MI_loss: 21.544338 Detection error: 0.00970834493637085 time: 12:17:43.178044
- B/E: 6 / 294 , Gen_loss: -0.3569751 MI_loss: 21.68121 Detection error: 0.009754478931427002 time: 12:17:44.069947
- B/E: 7 / 294 , Gen_loss: -0.36228624 MI_loss: 22.009245 Detection error: 0.009789049625396729 time: 12:17:44.953659
- B/E: 8 / 294 , Gen_loss: -0.35653323 MI_loss: 21.599995 Detection error: 0.009736120700836182 time: 12:17:45.808980
- B/E: 9 / 294 , Gen_loss: -0.36047018 MI_loss: 21.862198 Detection error: 0.009715616703033447 time: 12:17:46.646965
- B/E: 10 / 294 , Gen_loss: -0.36382458 MI_loss: 21.983528 Detection error: 0.009730100631713867 time: 12:17:47.545450
- B/E: 11 / 294 , Gen_loss: -0.3660007 MI_loss: 22.231203 Detection error: 0.009763002395629883 time: 12:17:48.426415
- B/E: 12 / 294 , Gen_loss: -0.3623397 MI_loss: 21.98731 Detection error: 0.009793281555175781 time: 12:17:49.317334
- B/E: 13 / 294 , Gen_loss: -0.36579376 MI_loss: 22.142454 Detection error: 0.009787917137145996 time: 12:17:50.196347
- B/E: 14 / 294 , Gen_loss: -0.3642462 MI_loss: 22.005112 Detection error: 0.009756267070770264 time: 12:17:51.077564
- B/E: 15 / 294 , Gen_loss: -0.3500584 MI_loss: 21.119923 Detection error: 0.009775400161743164 time: 12:17:51.962530
- B/E: 16 / 294 , Gen_loss: -0.3623279 MI_loss: 21.956888 Detection error: 0.009755492210388184 time: 12:17:52.790756
- B/E: 17 / 294 , Gen_loss: -0.36221018 MI_loss: 22.040606 Detection error: 0.009765625 time: 12:17:53.564721
- B/E: 18 / 294 , Gen_loss: -0.36499473 MI_loss: 22.11226 Detection error: 0.009712159633636475 time: 12:17:54.336651
- B/E: 19 / 294 , Gen_loss: -0.35286134 MI_loss: 21.435122 Detection error: 0.009714066982269287 time: 12:17:55.112540
- B/E: 20 / 294 , Gen_loss: -0.35200945 MI_loss: 21.26407 Detection error: 0.009778261184692383 time: 12:17:55.968897
- B/E: 21 / 294 , Gen_loss: -0.36001995 MI_loss: 21.822824 Detection error: 0.009779810905456543 time: 12:17:56.741612
- B/E: 22 / 294 , Gen_loss: -0.34699053 MI_loss: 21.012836 Detection error: 0.009748637676239014 time: 12:17:57.521916
- B/E: 23 / 294 , Gen_loss: -0.36605626 MI_loss: 22.148737 Detection error: 0.009744763374328613 time: 12:17:58.298072
- B/E: 24 / 294 , Gen_loss: -0.357338 MI_loss: 21.588505 Detection error: 0.009743750095367432 time: 12:17:59.161312
- B/E: 25 / 294 , Gen_loss: -0.35782132 MI_loss: 21.545788 Detection error: 0.009756028652191162 time: 12:18:00.043393
- B/E: 26 / 294 , Gen_loss: -0.34958303 MI_loss: 21.370474 Detection error: 0.009810209274291992 time: 12:18:00.955624
- B/E: 27 / 294 , Gen_loss: -0.3639886 MI_loss: 22.209724 Detection error: 0.009818077087402344 time: 12:18:01.842831
- B/E: 28 / 294 , Gen_loss: -0.3609515 MI_loss: 21.763103 Detection error: 0.009812474250793457 time: 12:18:02.729633
- B/E: 29 / 294 , Gen_loss: -0.3638732 MI_loss: 22.001507 Detection error: 0.009834349155426025 time: 12:18:03.639391
- B/E: 30 / 294 , Gen_loss: -0.35977793 MI_loss: 21.656881 Detection error: 0.009798407554626465 time: 12:18:04.523873
- B/E: 31 / 294 , Gen_loss: -0.36485252 MI_loss: 22.15128 Detection error: 0.009792983531951904 time: 12:18:05.404583
- B/E: 32 / 294 , Gen_loss: -0.35570866 MI_loss: 21.37785 Detection error: 0.009805858135223389 time: 12:18:06.288868
- B/E: 33 / 294 , Gen_loss: -0.35901722 MI_loss: 21.769615 Detection error: 0.009780347347259521 time: 12:18:07.169282
- B/E: 34 / 294 , Gen_loss: -0.36135513 MI_loss: 21.844143 Detection error: 0.009783029556274414 time: 12:18:08.049971
- B/E: 35 / 294 , Gen_loss: -0.35608461 MI_loss: 21.570204 Detection error: 0.009768247604370117 time: 12:18:08.930902
- B/E: 36 / 294 , Gen_loss: -0.35409272 MI_loss: 21.484089 Detection error: 0.00976264476776123 time: 12:18:09.916859
- B/E: 37 / 294 , Gen_loss: -0.35750547 MI_loss: 21.69121 Detection error: 0.009762346744537354 time: 12:18:10.797921
- B/E: 38 / 294 , Gen_loss: -0.35939756 MI_loss: 21.773003 Detection error: 0.009782075881958008 time: 12:18:11.733581
- B/E: 39 / 294 , Gen_loss: -0.34912968 MI_loss: 21.051975 Detection error: 0.009772658348083496 time: 12:18:12.695234
- B/E: 40 / 294 , Gen_loss: -0.35148814 MI_loss: 21.107079 Detection error: 0.009767532348632812 time: 12:18:13.585694
- B/E: 41 / 294 , Gen_loss: -0.35206008 MI_loss: 21.379799 Detection error: 0.009767115116119385 time: 12:18:14.477946
- B/E: 42 / 294 , Gen_loss: -0.36669087 MI_loss: 22.257902 Detection error: 0.009765982627868652 time: 12:18:15.355506
- B/E: 43 / 294 , Gen_loss: -0.3650078 MI_loss: 21.980911 Detection error: 0.009756386280059814 time: 12:18:16.238954
- B/E: 44 / 294 , Gen_loss: -0.3673243 MI_loss: 22.30695 Detection error: 0.009772241115570068 time: 12:18:17.138600
- B/E: 45 / 294 , Gen_loss: -0.36363086 MI_loss: 22.117416 Detection error: 0.009776473045349121 time: 12:18:18.075096
- B/E: 46 / 294 , Gen_loss: -0.35454795 MI_loss: 21.35566 Detection error: 0.009786546230316162 time: 12:18:18.979390
- B/E: 47 / 294 , Gen_loss: -0.36498997 MI_loss: 22.033762 Detection error: 0.009792327880859375 time: 12:18:19.877636
- B/E: 48 / 294 , Gen_loss: -0.35865104 MI_loss: 21.644915 Detection error: 0.009804189205169678 time: 12:18:20.776703
- B/E: 49 / 294 , Gen_loss: -0.3532669 MI_loss: 21.50172 Detection error: 0.009816884994506836 time: 12:18:21.670779
- B/E: 50 / 294 , Gen_loss: -0.35895914 MI_loss: 21.86788 Detection error: 0.009824156761169434 time: 12:18:22.573421
- B/E: 51 / 294 , Gen_loss: -0.36306924 MI_loss: 21.946861 Detection error: 0.009813129901885986 time: 12:18:23.435855
- B/E: 52 / 294 , Gen_loss: -0.36573726 MI_loss: 22.127323 Detection error: 0.009813666343688965 time: 12:18:24.342686
- B/E: 53 / 294 , Gen_loss: -0.35806417 MI_loss: 21.792942 Detection error: 0.00983041524887085 time: 12:18:25.126503
- B/E: 54 / 294 , Gen_loss: -0.35997418 MI_loss: 21.813877 Detection error: 0.009836375713348389 time: 12:18:26.017777
- B/E: 55 / 294 , Gen_loss: -0.3570791 MI_loss: 21.578356 Detection error: 0.009809732437133789 time: 12:18:26.829613
- B/E: 56 / 294 , Gen_loss: -0.35936105 MI_loss: 21.74715 Detection error: 0.00979989767074585 time: 12:18:27.656055
- B/E: 57 / 294 , Gen_loss: -0.3588 MI_loss: 21.724638 Detection error: 0.009797394275665283 time: 12:18:28.443296
- B/E: 58 / 294 , Gen_loss: -0.35956916 MI_loss: 21.813293 Detection error: 0.009778618812561035 time: 12:18:29.249403
- B/E: 59 / 294 , Gen_loss: -0.35182703 MI_loss: 21.378448 Detection error: 0.009806275367736816 time: 12:18:30.112773
- B/E: 60 / 294 , Gen_loss: -0.36561552 MI_loss: 21.967308 Detection error: 0.00979459285736084 time: 12:18:31.015374
- B/E: 61 / 294 , Gen_loss: -0.36481965 MI_loss: 22.302523 Detection error: 0.009797394275665283 time: 12:18:31.912922
- B/E: 62 / 294 , Gen_loss: -0.37031755 MI_loss: 22.346893 Detection error: 0.0098075270652771 time: 12:18:32.813641
- B/E: 63 / 294 , Gen_loss: -0.35215303 MI_loss: 21.370749 Detection error: 0.009799301624298096 time: 12:18:33.714757
- B/E: 64 / 294 , Gen_loss: -0.36179888 MI_loss: 22.01501 Detection error: 0.009796142578125 time: 12:18:34.614224
- B/E: 65 / 294 , Gen_loss: -0.36275226 MI_loss: 21.905025 Detection error: 0.009795904159545898 time: 12:18:35.512647
- B/E: 66 / 294 , Gen_loss: -0.36243135 MI_loss: 22.07829 Detection error: 0.00979149341583252 time: 12:18:36.412815
- B/E: 67 / 294 , Gen_loss: -0.36356115 MI_loss: 22.011635 Detection error: 0.009782195091247559 time: 12:18:37.346105
- B/E: 68 / 294 , Gen_loss: -0.35364518 MI_loss: 21.446455 Detection error: 0.009794354438781738 time: 12:18:38.319858
- B/E: 69 / 294 , Gen_loss: -0.36461318 MI_loss: 22.16669 Detection error: 0.009796440601348877 time: 12:18:39.234882
- B/E: 70 / 294 , Gen_loss: -0.37437046 MI_loss: 22.680561 Detection error: 0.009797096252441406 time: 12:18:40.134921
- B/E: 71 / 294 , Gen_loss: -0.3531608 MI_loss: 21.312271 Detection error: 0.009796440601348877 time: 12:18:41.027830
- B/E: 72 / 294 , Gen_loss: -0.36018053 MI_loss: 21.824808 Detection error: 0.009797513484954834 time: 12:18:41.935535
- B/E: 73 / 294 , Gen_loss: -0.3593301 MI_loss: 21.803288 Detection error: 0.009795606136322021 time: 12:18:42.833735
- B/E: 74 / 294 , Gen_loss: -0.3712212 MI_loss: 22.517332 Detection error: 0.00978916883468628 time: 12:18:43.729876
- B/E: 75 / 294 , Gen_loss: -0.3635989 MI_loss: 22.02932 Detection error: 0.00978785753250122 time: 12:18:44.646497
- B/E: 76 / 294 , Gen_loss: -0.35728413 MI_loss: 21.5553 Detection error: 0.009793400764465332 time: 12:18:45.544235
- B/E: 77 / 294 , Gen_loss: -0.36242855 MI_loss: 21.837421 Detection error: 0.009789645671844482 time: 12:18:46.471013
- B/E: 78 / 294 , Gen_loss: -0.36385587 MI_loss: 21.93861 Detection error: 0.009780049324035645 time: 12:18:47.366201
- B/E: 79 / 294 , Gen_loss: -0.36272934 MI_loss: 21.868536 Detection error: 0.009792566299438477 time: 12:18:48.194126
- B/E: 80 / 294 , Gen_loss: -0.3564498 MI_loss: 21.63627 Detection error: 0.009797811508178711 time: 12:18:49.050087
- B/E: 81 / 294 , Gen_loss: -0.3507227 MI_loss: 21.20632 Detection error: 0.00978851318359375 time: 12:18:49.964211
- B/E: 82 / 294 , Gen_loss: -0.36657172 MI_loss: 22.081308 Detection error: 0.009787678718566895 time: 12:18:50.865787
- B/E: 83 / 294 , Gen_loss: -0.35656774 MI_loss: 21.596344 Detection error: 0.009790182113647461 time: 12:18:51.764752
- B/E: 84 / 294 , Gen_loss: -0.35931498 MI_loss: 21.796825 Detection error: 0.009785294532775879 time: 12:18:52.757879
- B/E: 85 / 294 , Gen_loss: -0.36986232 MI_loss: 22.196815 Detection error: 0.009763836860656738 time: 12:18:53.652506
- B/E: 86 / 294 , Gen_loss: -0.36712575 MI_loss: 22.147991 Detection error: 0.009759366512298584 time: 12:18:54.535888
- B/E: 87 / 294 , Gen_loss: -0.37013966 MI_loss: 22.546852 Detection error: 0.009746432304382324 time: 12:18:55.413827
- B/E: 88 / 294 , Gen_loss: -0.36527497 MI_loss: 22.068121 Detection error: 0.009741902351379395 time: 12:18:56.313159
- B/E: 89 / 294 , Gen_loss: -0.35270992 MI_loss: 21.387905 Detection error: 0.009748280048370361 time: 12:18:57.211964
- B/E: 90 / 294 , Gen_loss: -0.3553615 MI_loss: 21.502262 Detection error: 0.0097503662109375 time: 12:18:58.109851
- B/E: 91 / 294 , Gen_loss: -0.36926287 MI_loss: 22.475195 Detection error: 0.009754776954650879 time: 12:18:59.015977
- B/E: 92 / 294 , Gen_loss: -0.3593724 MI_loss: 21.648865 Detection error: 0.00974363088607788 time: 12:18:59.914038
- B/E: 93 / 294 , Gen_loss: -0.35193992 MI_loss: 21.405182 Detection error: 0.009747326374053955 time: 12:19:00.747894
- B/E: 94 / 294 , Gen_loss: -0.35183415 MI_loss: 21.553555 Detection error: 0.0097578763961792 time: 12:19:01.661063
- B/E: 95 / 294 , Gen_loss: -0.3582518 MI_loss: 21.70908 Detection error: 0.009763002395629883 time: 12:19:02.556421
- B/E: 96 / 294 , Gen_loss: -0.36259422 MI_loss: 22.079605 Detection error: 0.009761929512023926 time: 12:19:03.430683
- B/E: 97 / 294 , Gen_loss: -0.3659814 MI_loss: 22.128166 Detection error: 0.009754776954650879 time: 12:19:04.267025
- B/E: 98 / 294 , Gen_loss: -0.37210804 MI_loss: 22.583067 Detection error: 0.009746551513671875 time: 12:19:05.121972
- B/E: 99 / 294 , Gen_loss: -0.35874426 MI_loss: 21.692055 Detection error: 0.009745299816131592 time: 12:19:05.967263
- B/E: 100 / 294 , Gen_loss: -0.3702143 MI_loss: 22.46404 Detection error: 0.009748756885528564 time: 12:19:06.868886
- B/E: 101 / 294 , Gen_loss: -0.3584919 MI_loss: 21.867695 Detection error: 0.009753048419952393 time: 12:19:07.680815
- B/E: 102 / 294 , Gen_loss: -0.34750402 MI_loss: 21.044844 Detection error: 0.009751498699188232 time: 12:19:08.565510
- B/E: 103 / 294 , Gen_loss: -0.364889 MI_loss: 22.17616 Detection error: 0.009748220443725586 time: 12:19:09.460807
- B/E: 104 / 294 , Gen_loss: -0.35299012 MI_loss: 21.290829 Detection error: 0.009754776954650879 time: 12:19:10.362554
- B/E: 105 / 294 , Gen_loss: -0.3551067 MI_loss: 21.671074 Detection error: 0.009751200675964355 time: 12:19:11.261326
- B/E: 106 / 294 , Gen_loss: -0.3599931 MI_loss: 21.602337 Detection error: 0.009751737117767334 time: 12:19:12.157685
- B/E: 107 / 294 , Gen_loss: -0.35826823 MI_loss: 21.78159 Detection error: 0.009752631187438965 time: 12:19:13.055708
- B/E: 108 / 294 , Gen_loss: -0.36036098 MI_loss: 21.87013 Detection error: 0.00975489616394043 time: 12:19:13.953074
- B/E: 109 / 294 , Gen_loss: -0.360016 MI_loss: 21.884403 Detection error: 0.009752273559570312 time: 12:19:14.851431
- B/E: 110 / 294 , Gen_loss: -0.36303085 MI_loss: 21.886139 Detection error: 0.009742677211761475 time: 12:19:15.764828
- B/E: 111 / 294 , Gen_loss: -0.36659506 MI_loss: 22.161346 Detection error: 0.009739100933074951 time: 12:19:16.674156
- B/E: 112 / 294 , Gen_loss: -0.35098842 MI_loss: 21.27418 Detection error: 0.00973808765411377 time: 12:19:17.570276
- B/E: 113 / 294 , Gen_loss: -0.35601065 MI_loss: 21.688267 Detection error: 0.0097428560256958 time: 12:19:18.469469
- B/E: 114 / 294 , Gen_loss: -0.36678547 MI_loss: 22.28019 Detection error: 0.00974428653717041 time: 12:19:19.364061
- B/E: 115 / 294 , Gen_loss: -0.36550385 MI_loss: 22.019077 Detection error: 0.009741365909576416 time: 12:19:20.258942
- B/E: 116 / 294 , Gen_loss: -0.36679602 MI_loss: 22.28522 Detection error: 0.009737193584442139 time: 12:19:21.259994
- B/E: 117 / 294 , Gen_loss: -0.34477285 MI_loss: 21.097088 Detection error: 0.009742319583892822 time: 12:19:22.159214
- B/E: 118 / 294 , Gen_loss: -0.3648279 MI_loss: 22.051308 Detection error: 0.009733438491821289 time: 12:19:23.060147
- B/E: 119 / 294 , Gen_loss: -0.362448 MI_loss: 21.740774 Detection error: 0.00972890853881836 time: 12:19:23.969227
- B/E: 120 / 294 , Gen_loss: -0.35281953 MI_loss: 21.457165 Detection error: 0.009729087352752686 time: 12:19:24.871226
- B/E: 121 / 294 , Gen_loss: -0.36107177 MI_loss: 21.916893 Detection error: 0.009732306003570557 time: 12:19:25.764526
- B/E: 122 / 294 , Gen_loss: -0.37061685 MI_loss: 22.477636 Detection error: 0.009727120399475098 time: 12:19:26.681748
- B/E: 123 / 294 , Gen_loss: -0.35294852 MI_loss: 21.244642 Detection error: 0.009724020957946777 time: 12:19:27.583660
- B/E: 124 / 294 , Gen_loss: -0.361077 MI_loss: 21.996853 Detection error: 0.009723246097564697 time: 12:19:28.483722
- B/E: 125 / 294 , Gen_loss: -0.37014377 MI_loss: 22.351303 Detection error: 0.00972670316696167 time: 12:19:29.388831
- B/E: 126 / 294 , Gen_loss: -0.35570756 MI_loss: 21.64615 Detection error: 0.009734034538269043 time: 12:19:30.288090
- B/E: 127 / 294 , Gen_loss: -0.3558074 MI_loss: 21.611536 Detection error: 0.009735584259033203 time: 12:19:31.181429
- B/E: 128 / 294 , Gen_loss: -0.36326754 MI_loss: 22.036743 Detection error: 0.00974130630493164 time: 12:19:32.070850
- B/E: 129 / 294 , Gen_loss: -0.35649717 MI_loss: 21.748684 Detection error: 0.009748578071594238 time: 12:19:32.996650
- B/E: 130 / 294 , Gen_loss: -0.36098686 MI_loss: 21.778492 Detection error: 0.009751439094543457 time: 12:19:33.882155
- B/E: 131 / 294 , Gen_loss: -0.37441593 MI_loss: 22.616323 Detection error: 0.009756863117218018 time: 12:19:34.686838
- B/E: 132 / 294 , Gen_loss: -0.35895023 MI_loss: 21.704987 Detection error: 0.009754002094268799 time: 12:19:35.638744
- B/E: 133 / 294 , Gen_loss: -0.3521602 MI_loss: 21.50183 Detection error: 0.009758174419403076 time: 12:19:36.510825
- B/E: 134 / 294 , Gen_loss: -0.3598346 MI_loss: 21.998898 Detection error: 0.009762942790985107 time: 12:19:37.386743
- B/E: 135 / 294 , Gen_loss: -0.3470503 MI_loss: 20.911743 Detection error: 0.009761691093444824 time: 12:19:38.266711
- B/E: 136 / 294 , Gen_loss: -0.3631318 MI_loss: 21.898142 Detection error: 0.009763896465301514 time: 12:19:39.142216
- B/E: 137 / 294 , Gen_loss: -0.35570544 MI_loss: 21.664234 Detection error: 0.009765863418579102 time: 12:19:40.024072
- B/E: 138 / 294 , Gen_loss: -0.3645957 MI_loss: 22.085022 Detection error: 0.009766876697540283 time: 12:19:40.903777
- B/E: 139 / 294 , Gen_loss: -0.3595068 MI_loss: 21.809174 Detection error: 0.009774088859558105 time: 12:19:41.780791
- B/E: 140 / 294 , Gen_loss: -0.3575992 MI_loss: 21.689842 Detection error: 0.00976794958114624 time: 12:19:42.660295
- B/E: 141 / 294 , Gen_loss: -0.37129316 MI_loss: 22.574108 Detection error: 0.009767591953277588 time: 12:19:43.545516
- B/E: 142 / 294 , Gen_loss: -0.35916746 MI_loss: 21.676178 Detection error: 0.00976419448852539 time: 12:19:44.425614
- B/E: 143 / 294 , Gen_loss: -0.3708899 MI_loss: 22.57585 Detection error: 0.009766042232513428 time: 12:19:45.308629
- B/E: 144 / 294 , Gen_loss: -0.3620736 MI_loss: 22.003124 Detection error: 0.009776532649993896 time: 12:19:46.189552
- B/E: 145 / 294 , Gen_loss: -0.3618488 MI_loss: 21.908968 Detection error: 0.009780168533325195 time: 12:19:47.067585
- B/E: 146 / 294 , Gen_loss: -0.36132017 MI_loss: 21.806002 Detection error: 0.009780585765838623 time: 12:19:47.866749
- B/E: 147 / 294 , Gen_loss: -0.35958278 MI_loss: 21.70874 Detection error: 0.00978398323059082 time: 12:19:48.686554
- B/E: 148 / 294 , Gen_loss: -0.36397594 MI_loss: 22.066532 Detection error: 0.009785234928131104 time: 12:19:49.635067
- B/E: 149 / 294 , Gen_loss: -0.3674776 MI_loss: 22.256163 Detection error: 0.009791016578674316 time: 12:19:50.510917
-
- Test Loss: 10.263324 Test Error: 0.010641694068908691
- -----
- EPOCH: 295
- B/E: 0 / 295 , Gen_loss: -0.36305913 MI_loss: 21.967968 Detection error: 0.010406255722045898 time: 12:19:52.488623
- B/E: 1 / 295 , Gen_loss: -0.3503418 MI_loss: 21.103807 Detection error: 0.010109364986419678 time: 12:20:37.704069
- B/E: 2 / 295 , Gen_loss: -0.3660967 MI_loss: 21.91457 Detection error: 0.009510397911071777 time: 12:20:38.627690
- B/E: 3 / 295 , Gen_loss: -0.36513925 MI_loss: 22.301517 Detection error: 0.009679675102233887 time: 12:20:39.521136
- B/E: 4 / 295 , Gen_loss: -0.36947024 MI_loss: 22.471054 Detection error: 0.00959998369216919 time: 12:20:40.414842
- B/E: 5 / 295 , Gen_loss: -0.3543696 MI_loss: 21.672955 Detection error: 0.009739577770233154 time: 12:20:41.252983
- B/E: 6 / 295 , Gen_loss: -0.35085228 MI_loss: 21.370634 Detection error: 0.009758949279785156 time: 12:20:42.027963
- B/E: 7 / 295 , Gen_loss: -0.3611716 MI_loss: 21.972433 Detection error: 0.009812474250793457 time: 12:20:42.880022
- B/E: 8 / 295 , Gen_loss: -0.36139727 MI_loss: 21.871754 Detection error: 0.009784698486328125 time: 12:20:43.694969
- B/E: 9 / 295 , Gen_loss: -0.36818984 MI_loss: 22.246231 Detection error: 0.009712517261505127 time: 12:20:44.469211
- B/E: 10 / 295 , Gen_loss: -0.36756185 MI_loss: 22.320059 Detection error: 0.009741485118865967 time: 12:20:45.466645
- B/E: 11 / 295 , Gen_loss: -0.35575283 MI_loss: 21.551863 Detection error: 0.009776055812835693 time: 12:20:46.371074
- B/E: 12 / 295 , Gen_loss: -0.36686748 MI_loss: 22.1786 Detection error: 0.00983893871307373 time: 12:20:47.265090
- B/E: 13 / 295 , Gen_loss: -0.36729962 MI_loss: 22.291233 Detection error: 0.00979238748550415 time: 12:20:48.148480
- B/E: 14 / 295 , Gen_loss: -0.3575348 MI_loss: 21.80514 Detection error: 0.009808361530303955 time: 12:20:49.036647
- B/E: 15 / 295 , Gen_loss: -0.3707325 MI_loss: 22.52107 Detection error: 0.00981837511062622 time: 12:20:49.923712
- B/E: 16 / 295 , Gen_loss: -0.36717415 MI_loss: 22.132631 Detection error: 0.009761035442352295 time: 12:20:50.764575
- B/E: 17 / 295 , Gen_loss: -0.35667774 MI_loss: 21.68489 Detection error: 0.009756922721862793 time: 12:20:51.584909
- B/E: 18 / 295 , Gen_loss: -0.3615523 MI_loss: 21.986626 Detection error: 0.009720385074615479 time: 12:20:52.452194
- B/E: 19 / 295 , Gen_loss: -0.3551275 MI_loss: 21.573545 Detection error: 0.009718775749206543 time: 12:20:53.348575
- B/E: 20 / 295 , Gen_loss: -0.35959676 MI_loss: 21.850279 Detection error: 0.00976341962814331 time: 12:20:54.233808
- B/E: 21 / 295 , Gen_loss: -0.35437426 MI_loss: 21.535198 Detection error: 0.009788334369659424 time: 12:20:55.063343
- B/E: 22 / 295 , Gen_loss: -0.3790016 MI_loss: 22.86699 Detection error: 0.009767651557922363 time: 12:20:55.833703
- B/E: 23 / 295 , Gen_loss: -0.3632097 MI_loss: 21.928598 Detection error: 0.009750008583068848 time: 12:20:56.628455
- B/E: 24 / 295 , Gen_loss: -0.35824502 MI_loss: 21.692255 Detection error: 0.00975501537322998 time: 12:20:57.527699
- B/E: 25 / 295 , Gen_loss: -0.36378354 MI_loss: 21.992863 Detection error: 0.009770452976226807 time: 12:20:58.502560
- B/E: 26 / 295 , Gen_loss: -0.35192442 MI_loss: 21.279837 Detection error: 0.009806692600250244 time: 12:20:59.388223
- B/E: 27 / 295 , Gen_loss: -0.35475266 MI_loss: 21.55753 Detection error: 0.009819209575653076 time: 12:21:00.279364
- B/E: 28 / 295 , Gen_loss: -0.36260676 MI_loss: 22.001656 Detection error: 0.009828686714172363 time: 12:21:01.163239
- B/E: 29 / 295 , Gen_loss: -0.35503247 MI_loss: 21.545172 Detection error: 0.009831249713897705 time: 12:21:02.058122
- B/E: 30 / 295 , Gen_loss: -0.3534339 MI_loss: 21.345829 Detection error: 0.00982964038848877 time: 12:21:02.942141
- B/E: 31 / 295 , Gen_loss: -0.35745534 MI_loss: 21.489626 Detection error: 0.009805679321289062 time: 12:21:03.829699
- B/E: 32 / 295 , Gen_loss: -0.3509485 MI_loss: 21.36405 Detection error: 0.009796380996704102 time: 12:21:04.721236
- B/E: 33 / 295 , Gen_loss: -0.36328712 MI_loss: 22.030275 Detection error: 0.009789526462554932 time: 12:21:05.612848
- B/E: 34 / 295 , Gen_loss: -0.3571149 MI_loss: 21.719398 Detection error: 0.009798228740692139 time: 12:21:06.501468
- B/E: 35 / 295 , Gen_loss: -0.3637535 MI_loss: 22.066826 Detection error: 0.009779512882232666 time: 12:21:07.389147
- B/E: 36 / 295 , Gen_loss: -0.36458516 MI_loss: 22.225609 Detection error: 0.009776175022125244 time: 12:21:08.277211
- B/E: 37 / 295 , Gen_loss: -0.36201617 MI_loss: 22.081503 Detection error: 0.009778797626495361 time: 12:21:09.159904
- B/E: 38 / 295 , Gen_loss: -0.35654706 MI_loss: 21.625082 Detection error: 0.009792447090148926 time: 12:21:10.047044
- B/E: 39 / 295 , Gen_loss: -0.35963982 MI_loss: 21.835894 Detection error: 0.009774208068847656 time: 12:21:10.929529
- B/E: 40 / 295 , Gen_loss: -0.3687825 MI_loss: 22.419586 Detection error: 0.009773612022399902 time: 12:21:11.738106
- B/E: 41 / 295 , Gen_loss: -0.35876048 MI_loss: 21.634897 Detection error: 0.009770095348358154 time: 12:21:12.610237
- B/E: 42 / 295 , Gen_loss: -0.3632184 MI_loss: 22.056532 Detection error: 0.009763836860656738 time: 12:21:13.497533
- B/E: 43 / 295 , Gen_loss: -0.36053348 MI_loss: 21.720663 Detection error: 0.00976419448852539 time: 12:21:14.381318
- B/E: 44 / 295 , Gen_loss: -0.35556003 MI_loss: 21.593058 Detection error: 0.009779870510101318 time: 12:21:15.275777
- B/E: 45 / 295 , Gen_loss: -0.36440027 MI_loss: 22.115288 Detection error: 0.009781956672668457 time: 12:21:16.158368
- B/E: 46 / 295 , Gen_loss: -0.35070795 MI_loss: 21.114918 Detection error: 0.009793221950531006 time: 12:21:17.043150
- B/E: 47 / 295 , Gen_loss: -0.35500392 MI_loss: 21.406742 Detection error: 0.009794950485229492 time: 12:21:17.929455
- B/E: 48 / 295 , Gen_loss: -0.35915348 MI_loss: 21.82375 Detection error: 0.009810566902160645 time: 12:21:18.822358
- B/E: 49 / 295 , Gen_loss: -0.35770473 MI_loss: 21.755693 Detection error: 0.009815633296966553 time: 12:21:19.710465
- B/E: 50 / 295 , Gen_loss: -0.3589978 MI_loss: 21.880621 Detection error: 0.009824156761169434 time: 12:21:20.594328
- B/E: 51 / 295 , Gen_loss: -0.36507094 MI_loss: 22.26264 Detection error: 0.009829938411712646 time: 12:21:21.477113
- B/E: 52 / 295 , Gen_loss: -0.37156805 MI_loss: 22.468243 Detection error: 0.009827256202697754 time: 12:21:22.384453
- B/E: 53 / 295 , Gen_loss: -0.36001575 MI_loss: 21.890755 Detection error: 0.009836256504058838 time: 12:21:23.272351
- B/E: 54 / 295 , Gen_loss: -0.36738536 MI_loss: 22.157673 Detection error: 0.009826123714447021 time: 12:21:24.180224
- B/E: 55 / 295 , Gen_loss: -0.36033392 MI_loss: 22.04001 Detection error: 0.0098152756690979 time: 12:21:25.076515
- B/E: 56 / 295 , Gen_loss: -0.36455354 MI_loss: 22.151224 Detection error: 0.009802639484405518 time: 12:21:25.960859
- B/E: 57 / 295 , Gen_loss: -0.3557702 MI_loss: 21.619226 Detection error: 0.009801208972930908 time: 12:21:26.926302
- B/E: 58 / 295 , Gen_loss: -0.350749 MI_loss: 21.31701 Detection error: 0.009792923927307129 time: 12:21:27.833956
- B/E: 59 / 295 , Gen_loss: -0.3546875 MI_loss: 21.471827 Detection error: 0.009810388088226318 time: 12:21:28.720795
- B/E: 60 / 295 , Gen_loss: -0.35483494 MI_loss: 21.407995 Detection error: 0.009797632694244385 time: 12:21:29.607378
- B/E: 61 / 295 , Gen_loss: -0.34989196 MI_loss: 21.312613 Detection error: 0.009797394275665283 time: 12:21:30.493760
- B/E: 62 / 295 , Gen_loss: -0.35648352 MI_loss: 21.601446 Detection error: 0.009806036949157715 time: 12:21:31.390509
- B/E: 63 / 295 , Gen_loss: -0.36202502 MI_loss: 21.85801 Detection error: 0.009804189205169678 time: 12:21:32.277620
- B/E: 64 / 295 , Gen_loss: -0.3559689 MI_loss: 21.541569 Detection error: 0.009797096252441406 time: 12:21:33.165303
- B/E: 65 / 295 , Gen_loss: -0.3625404 MI_loss: 21.9262 Detection error: 0.009795010089874268 time: 12:21:34.056249
- B/E: 66 / 295 , Gen_loss: -0.3605631 MI_loss: 21.934952 Detection error: 0.009794771671295166 time: 12:21:34.941190
- B/E: 67 / 295 , Gen_loss: -0.36050856 MI_loss: 21.833778 Detection error: 0.009784936904907227 time: 12:21:35.821980
- B/E: 68 / 295 , Gen_loss: -0.36182418 MI_loss: 21.99557 Detection error: 0.009791195392608643 time: 12:21:36.719401
- B/E: 69 / 295 , Gen_loss: -0.3622243 MI_loss: 21.836025 Detection error: 0.009802699089050293 time: 12:21:37.605826
- B/E: 70 / 295 , Gen_loss: -0.35934314 MI_loss: 21.669186 Detection error: 0.009795308113098145 time: 12:21:38.490835
- B/E: 71 / 295 , Gen_loss: -0.3611043 MI_loss: 22.018114 Detection error: 0.009801626205444336 time: 12:21:39.379083
- B/E: 72 / 295 , Gen_loss: -0.36476743 MI_loss: 22.21775 Detection error: 0.009804368019104004 time: 12:21:40.262006
- B/E: 73 / 295 , Gen_loss: -0.37078583 MI_loss: 22.573732 Detection error: 0.00979769229888916 time: 12:21:41.239728
- B/E: 74 / 295 , Gen_loss: -0.36675388 MI_loss: 22.244465 Detection error: 0.009799182415008545 time: 12:21:42.131030
- B/E: 75 / 295 , Gen_loss: -0.348365 MI_loss: 21.147053 Detection error: 0.009783744812011719 time: 12:21:43.018736
- B/E: 76 / 295 , Gen_loss: -0.35423586 MI_loss: 21.590523 Detection error: 0.009791791439056396 time: 12:21:43.897822
- B/E: 77 / 295 , Gen_loss: -0.35787913 MI_loss: 21.676111 Detection error: 0.009789645671844482 time: 12:21:44.791063
- B/E: 78 / 295 , Gen_loss: -0.3637797 MI_loss: 21.976017 Detection error: 0.009776532649993896 time: 12:21:45.676921
- B/E: 79 / 295 , Gen_loss: -0.3721819 MI_loss: 22.45493 Detection error: 0.00978553295135498 time: 12:21:46.562670
- B/E: 80 / 295 , Gen_loss: -0.36086395 MI_loss: 21.833319 Detection error: 0.009801328182220459 time: 12:21:47.453952
- B/E: 81 / 295 , Gen_loss: -0.3550794 MI_loss: 21.461235 Detection error: 0.00979459285736084 time: 12:21:48.344638
- B/E: 82 / 295 , Gen_loss: -0.35512266 MI_loss: 21.447266 Detection error: 0.00978541374206543 time: 12:21:49.227607
- B/E: 83 / 295 , Gen_loss: -0.3522387 MI_loss: 21.361618 Detection error: 0.00978386402130127 time: 12:21:50.112861
- B/E: 84 / 295 , Gen_loss: -0.3662736 MI_loss: 22.318956 Detection error: 0.009785652160644531 time: 12:21:50.993652
- B/E: 85 / 295 , Gen_loss: -0.36548257 MI_loss: 21.938309 Detection error: 0.009760558605194092 time: 12:21:51.881056
- B/E: 86 / 295 , Gen_loss: -0.3633614 MI_loss: 21.883808 Detection error: 0.009762227535247803 time: 12:21:52.764222
- B/E: 87 / 295 , Gen_loss: -0.35413155 MI_loss: 21.487923 Detection error: 0.009745359420776367 time: 12:21:53.647389
- B/E: 88 / 295 , Gen_loss: -0.36894006 MI_loss: 22.32829 Detection error: 0.00973808765411377 time: 12:21:54.528493
- B/E: 89 / 295 , Gen_loss: -0.36172378 MI_loss: 21.919477 Detection error: 0.009745121002197266 time: 12:21:55.602927
- B/E: 90 / 295 , Gen_loss: -0.36783674 MI_loss: 22.239216 Detection error: 0.009748280048370361 time: 12:21:56.494359
- B/E: 91 / 295 , Gen_loss: -0.35601702 MI_loss: 21.641556 Detection error: 0.009755074977874756 time: 12:21:57.373673
- B/E: 92 / 295 , Gen_loss: -0.35173604 MI_loss: 21.244164 Detection error: 0.009741246700286865 time: 12:21:58.255864
- B/E: 93 / 295 , Gen_loss: -0.3596543 MI_loss: 21.600313 Detection error: 0.009739339351654053 time: 12:21:59.151057
- B/E: 94 / 295 , Gen_loss: -0.35894385 MI_loss: 21.913837 Detection error: 0.009757578372955322 time: 12:22:00.046581
- B/E: 95 / 295 , Gen_loss: -0.3663894 MI_loss: 22.166164 Detection error: 0.009757459163665771 time: 12:22:00.992208
- B/E: 96 / 295 , Gen_loss: -0.36278728 MI_loss: 21.872118 Detection error: 0.009753882884979248 time: 12:22:01.892240
- B/E: 97 / 295 , Gen_loss: -0.36400378 MI_loss: 22.105318 Detection error: 0.00975257158279419 time: 12:22:02.790360
- B/E: 98 / 295 , Gen_loss: -0.36010692 MI_loss: 21.686218 Detection error: 0.00974053144454956 time: 12:22:03.705701
- B/E: 99 / 295 , Gen_loss: -0.35792542 MI_loss: 21.80378 Detection error: 0.009739041328430176 time: 12:22:04.604202
- B/E: 100 / 295 , Gen_loss: -0.36933333 MI_loss: 22.294468 Detection error: 0.009741008281707764 time: 12:22:05.498145
- B/E: 101 / 295 , Gen_loss: -0.36995274 MI_loss: 22.498041 Detection error: 0.009749054908752441 time: 12:22:06.367517
- B/E: 102 / 295 , Gen_loss: -0.35703364 MI_loss: 21.766296 Detection error: 0.009750008583068848 time: 12:22:07.178029
- B/E: 103 / 295 , Gen_loss: -0.35938627 MI_loss: 21.712614 Detection error: 0.009744882583618164 time: 12:22:08.084009
- B/E: 104 / 295 , Gen_loss: -0.36142 MI_loss: 21.923655 Detection error: 0.009751200675964355 time: 12:22:08.999163
- B/E: 105 / 295 , Gen_loss: -0.3648475 MI_loss: 22.093954 Detection error: 0.009745299816131592 time: 12:22:09.993813
- B/E: 106 / 295 , Gen_loss: -0.3665865 MI_loss: 22.30514 Detection error: 0.009750902652740479 time: 12:22:10.892415
- B/E: 107 / 295 , Gen_loss: -0.35576284 MI_loss: 21.499714 Detection error: 0.00974506139755249 time: 12:22:11.790078
- B/E: 108 / 295 , Gen_loss: -0.35955945 MI_loss: 21.633299 Detection error: 0.009758055210113525 time: 12:22:12.689407
- B/E: 109 / 295 , Gen_loss: -0.37456575 MI_loss: 22.67684 Detection error: 0.009747982025146484 time: 12:22:13.585897
- B/E: 110 / 295 , Gen_loss: -0.35097712 MI_loss: 21.141607 Detection error: 0.009738743305206299 time: 12:22:14.478328
- B/E: 111 / 295 , Gen_loss: -0.38016278 MI_loss: 23.022362 Detection error: 0.009738028049468994 time: 12:22:15.374341
- B/E: 112 / 295 , Gen_loss: -0.36618212 MI_loss: 22.024101 Detection error: 0.009735047817230225 time: 12:22:16.271145
- B/E: 113 / 295 , Gen_loss: -0.35861242 MI_loss: 21.855848 Detection error: 0.009740948677062988 time: 12:22:17.167331
- B/E: 114 / 295 , Gen_loss: -0.34696856 MI_loss: 20.9637 Detection error: 0.009741604328155518 time: 12:22:18.068627
- B/E: 115 / 295 , Gen_loss: -0.3683511 MI_loss: 22.339188 Detection error: 0.0097389817237854 time: 12:22:18.964520
- B/E: 116 / 295 , Gen_loss: -0.374034 MI_loss: 22.593288 Detection error: 0.009734511375427246 time: 12:22:19.864072
- B/E: 117 / 295 , Gen_loss: -0.36076605 MI_loss: 21.941679 Detection error: 0.009737789630889893 time: 12:22:20.765803
- B/E: 118 / 295 , Gen_loss: -0.36419225 MI_loss: 22.012821 Detection error: 0.009728193283081055 time: 12:22:21.677654
- B/E: 119 / 295 , Gen_loss: -0.3620772 MI_loss: 21.939238 Detection error: 0.00972837209701538 time: 12:22:22.575959
- B/E: 120 / 295 , Gen_loss: -0.3610925 MI_loss: 21.930584 Detection error: 0.009724199771881104 time: 12:22:23.482973
- B/E: 121 / 295 , Gen_loss: -0.3612775 MI_loss: 22.046165 Detection error: 0.009731054306030273 time: 12:22:24.466077
- B/E: 122 / 295 , Gen_loss: -0.37391114 MI_loss: 22.55846 Detection error: 0.009724080562591553 time: 12:22:25.352852
- B/E: 123 / 295 , Gen_loss: -0.36354062 MI_loss: 21.978956 Detection error: 0.009720027446746826 time: 12:22:26.196125
- B/E: 124 / 295 , Gen_loss: -0.34877023 MI_loss: 21.13853 Detection error: 0.00971674919128418 time: 12:22:27.108472
- B/E: 125 / 295 , Gen_loss: -0.36073574 MI_loss: 21.715801 Detection error: 0.009721994400024414 time: 12:22:28.002604
- B/E: 126 / 295 , Gen_loss: -0.36058995 MI_loss: 21.966766 Detection error: 0.00973057746887207 time: 12:22:28.901567
- B/E: 127 / 295 , Gen_loss: -0.36129624 MI_loss: 21.953096 Detection error: 0.009729266166687012 time: 12:22:29.796572
- B/E: 128 / 295 , Gen_loss: -0.35945782 MI_loss: 21.76656 Detection error: 0.00973665714263916 time: 12:22:30.694735
- B/E: 129 / 295 , Gen_loss: -0.35864747 MI_loss: 21.74223 Detection error: 0.009740173816680908 time: 12:22:31.596921
- B/E: 130 / 295 , Gen_loss: -0.35913816 MI_loss: 21.668625 Detection error: 0.009745001792907715 time: 12:22:32.492579
- B/E: 131 / 295 , Gen_loss: -0.35850498 MI_loss: 21.737833 Detection error: 0.009752631187438965 time: 12:22:33.389432
- B/E: 132 / 295 , Gen_loss: -0.36238953 MI_loss: 21.82772 Detection error: 0.00974881649017334 time: 12:22:34.291976
- B/E: 133 / 295 , Gen_loss: -0.3584293 MI_loss: 21.723392 Detection error: 0.009753525257110596 time: 12:22:35.187185
- B/E: 134 / 295 , Gen_loss: -0.36438015 MI_loss: 22.20113 Detection error: 0.009756505489349365 time: 12:22:36.078330
- B/E: 135 / 295 , Gen_loss: -0.36258087 MI_loss: 22.030079 Detection error: 0.009761273860931396 time: 12:22:36.957821
- B/E: 136 / 295 , Gen_loss: -0.35443497 MI_loss: 21.453585 Detection error: 0.009761631488800049 time: 12:22:37.835779
- B/E: 137 / 295 , Gen_loss: -0.35898134 MI_loss: 21.810593 Detection error: 0.009763360023498535 time: 12:22:38.768578
- B/E: 138 / 295 , Gen_loss: -0.36509258 MI_loss: 22.093418 Detection error: 0.00976639986038208 time: 12:22:39.677384
- B/E: 139 / 295 , Gen_loss: -0.36334893 MI_loss: 22.057999 Detection error: 0.009772300720214844 time: 12:22:40.578787
- B/E: 140 / 295 , Gen_loss: -0.35070878 MI_loss: 21.338888 Detection error: 0.009770393371582031 time: 12:22:41.473741
- B/E: 141 / 295 , Gen_loss: -0.35951462 MI_loss: 21.72584 Detection error: 0.009767591953277588 time: 12:22:42.373373
- B/E: 142 / 295 , Gen_loss: -0.3625234 MI_loss: 22.001535 Detection error: 0.009769022464752197 time: 12:22:43.270464
- B/E: 143 / 295 , Gen_loss: -0.36240244 MI_loss: 21.937695 Detection error: 0.009764134883880615 time: 12:22:44.172270
- B/E: 144 / 295 , Gen_loss: -0.3603239 MI_loss: 21.812517 Detection error: 0.009775221347808838 time: 12:22:45.090671
- B/E: 145 / 295 , Gen_loss: -0.35196355 MI_loss: 21.26205 Detection error: 0.009781062602996826 time: 12:22:45.992154
- B/E: 146 / 295 , Gen_loss: -0.3618466 MI_loss: 21.738707 Detection error: 0.009780585765838623 time: 12:22:46.894423
- B/E: 147 / 295 , Gen_loss: -0.37244645 MI_loss: 22.529453 Detection error: 0.00978165864944458 time: 12:22:47.806214
- B/E: 148 / 295 , Gen_loss: -0.35902277 MI_loss: 21.67263 Detection error: 0.009784996509552002 time: 12:22:48.703725
- B/E: 149 / 295 , Gen_loss: -0.36920425 MI_loss: 22.50805 Detection error: 0.009789586067199707 time: 12:22:49.599939
-
- Test Loss: 10.261008 Test Error: 0.010616660118103027
- -----
- EPOCH: 296
- B/E: 0 / 296 , Gen_loss: -0.34991014 MI_loss: 21.163874 Detection error: 0.009812474250793457 time: 12:22:51.610305
- B/E: 1 / 296 , Gen_loss: -0.35294497 MI_loss: 21.437775 Detection error: 0.010093748569488525 time: 12:23:37.427431
- B/E: 2 / 296 , Gen_loss: -0.36203483 MI_loss: 21.796747 Detection error: 0.009552061557769775 time: 12:23:38.471934
- B/E: 3 / 296 , Gen_loss: -0.36585557 MI_loss: 22.151749 Detection error: 0.009507834911346436 time: 12:23:39.285386
- B/E: 4 / 296 , Gen_loss: -0.35839763 MI_loss: 21.747366 Detection error: 0.009581267833709717 time: 12:23:40.191636
- B/E: 5 / 296 , Gen_loss: -0.36003393 MI_loss: 22.099781 Detection error: 0.009713530540466309 time: 12:23:41.095489
- B/E: 6 / 296 , Gen_loss: -0.36745328 MI_loss: 22.248444 Detection error: 0.009736597537994385 time: 12:23:41.996693
- B/E: 7 / 296 , Gen_loss: -0.36791518 MI_loss: 22.392248 Detection error: 0.009835958480834961 time: 12:23:42.896522
- B/E: 8 / 296 , Gen_loss: -0.37480244 MI_loss: 22.70203 Detection error: 0.009770810604095459 time: 12:23:43.801657
- B/E: 9 / 296 , Gen_loss: -0.36318186 MI_loss: 22.01198 Detection error: 0.009734392166137695 time: 12:23:44.699979
- B/E: 10 / 296 , Gen_loss: -0.3664483 MI_loss: 22.237864 Detection error: 0.009701728820800781 time: 12:23:45.617249
- B/E: 11 / 296 , Gen_loss: -0.3586217 MI_loss: 21.623333 Detection error: 0.009734392166137695 time: 12:23:46.516612
- B/E: 12 / 296 , Gen_loss: -0.36092848 MI_loss: 21.842522 Detection error: 0.009795665740966797 time: 12:23:47.415220
- B/E: 13 / 296 , Gen_loss: -0.36106148 MI_loss: 21.899466 Detection error: 0.009781241416931152 time: 12:23:48.316329
- B/E: 14 / 296 , Gen_loss: -0.36858684 MI_loss: 22.155424 Detection error: 0.009760439395904541 time: 12:23:49.218679
- B/E: 15 / 296 , Gen_loss: -0.36250108 MI_loss: 21.9984 Detection error: 0.009769558906555176 time: 12:23:50.114639
- B/E: 16 / 296 , Gen_loss: -0.35470822 MI_loss: 21.549648 Detection error: 0.009772062301635742 time: 12:23:51.012679
- B/E: 17 / 296 , Gen_loss: -0.35278976 MI_loss: 21.344097 Detection error: 0.009751737117767334 time: 12:23:51.896144
- B/E: 18 / 296 , Gen_loss: -0.36193147 MI_loss: 22.008245 Detection error: 0.009710550308227539 time: 12:23:52.881456
- B/E: 19 / 296 , Gen_loss: -0.35194248 MI_loss: 21.322975 Detection error: 0.009707808494567871 time: 12:23:53.763531
- B/E: 20 / 296 , Gen_loss: -0.35504624 MI_loss: 21.40013 Detection error: 0.009739577770233154 time: 12:23:54.646497
- B/E: 21 / 296 , Gen_loss: -0.37010127 MI_loss: 22.49138 Detection error: 0.009762763977050781 time: 12:23:55.526358
- B/E: 22 / 296 , Gen_loss: -0.37076074 MI_loss: 22.406063 Detection error: 0.00972825288772583 time: 12:23:56.410151
- B/E: 23 / 296 , Gen_loss: -0.35367548 MI_loss: 21.375029 Detection error: 0.009729146957397461 time: 12:23:57.319008
- B/E: 24 / 296 , Gen_loss: -0.35882622 MI_loss: 21.71355 Detection error: 0.009720027446746826 time: 12:23:58.206831
- B/E: 25 / 296 , Gen_loss: -0.35589182 MI_loss: 21.529942 Detection error: 0.009764432907104492 time: 12:23:59.094952
- B/E: 26 / 296 , Gen_loss: -0.3595062 MI_loss: 21.924755 Detection error: 0.009796321392059326 time: 12:23:59.996732
- B/E: 27 / 296 , Gen_loss: -0.3716497 MI_loss: 22.587212 Detection error: 0.009802460670471191 time: 12:24:00.883136
- B/E: 28 / 296 , Gen_loss: -0.35774562 MI_loss: 21.695215 Detection error: 0.00980067253112793 time: 12:24:01.774205
- B/E: 29 / 296 , Gen_loss: -0.36177748 MI_loss: 22.075567 Detection error: 0.009821891784667969 time: 12:24:02.685536
- B/E: 30 / 296 , Gen_loss: -0.35580525 MI_loss: 21.492395 Detection error: 0.009797394275665283 time: 12:24:03.575231
- B/E: 31 / 296 , Gen_loss: -0.35377204 MI_loss: 21.33721 Detection error: 0.00978320837020874 time: 12:24:04.561675
- B/E: 32 / 296 , Gen_loss: -0.3533534 MI_loss: 21.38827 Detection error: 0.00978785753250122 time: 12:24:05.449268
- B/E: 33 / 296 , Gen_loss: -0.35547954 MI_loss: 21.389769 Detection error: 0.009765625 time: 12:24:06.243418
- B/E: 34 / 296 , Gen_loss: -0.35282022 MI_loss: 21.572296 Detection error: 0.009783923625946045 time: 12:24:07.019490
- B/E: 35 / 296 , Gen_loss: -0.36226413 MI_loss: 21.905205 Detection error: 0.009763002395629883 time: 12:24:07.798476
- B/E: 36 / 296 , Gen_loss: -0.3670517 MI_loss: 22.120842 Detection error: 0.009766876697540283 time: 12:24:08.700025
- B/E: 37 / 296 , Gen_loss: -0.37005404 MI_loss: 22.447407 Detection error: 0.009758234024047852 time: 12:24:09.578202
- B/E: 38 / 296 , Gen_loss: -0.35621682 MI_loss: 21.49712 Detection error: 0.00977402925491333 time: 12:24:10.465177
- B/E: 39 / 296 , Gen_loss: -0.36413822 MI_loss: 21.945831 Detection error: 0.009761691093444824 time: 12:24:11.350514
- B/E: 40 / 296 , Gen_loss: -0.35310572 MI_loss: 21.494635 Detection error: 0.009753823280334473 time: 12:24:12.233082
- B/E: 41 / 296 , Gen_loss: -0.3522401 MI_loss: 21.395435 Detection error: 0.009765625 time: 12:24:13.117208
- B/E: 42 / 296 , Gen_loss: -0.3652218 MI_loss: 22.08939 Detection error: 0.009760916233062744 time: 12:24:14.006141
- B/E: 43 / 296 , Gen_loss: -0.3653566 MI_loss: 22.091318 Detection error: 0.009765625 time: 12:24:14.893729
- B/E: 44 / 296 , Gen_loss: -0.36426315 MI_loss: 22.239252 Detection error: 0.009778499603271484 time: 12:24:15.777619
- B/E: 45 / 296 , Gen_loss: -0.35846248 MI_loss: 21.597311 Detection error: 0.009781241416931152 time: 12:24:16.668295
- B/E: 46 / 296 , Gen_loss: -0.36464766 MI_loss: 22.042961 Detection error: 0.009791910648345947 time: 12:24:17.551955
- B/E: 47 / 296 , Gen_loss: -0.3584908 MI_loss: 21.63375 Detection error: 0.009794950485229492 time: 12:24:18.436259
- B/E: 48 / 296 , Gen_loss: -0.3574337 MI_loss: 21.666916 Detection error: 0.00980997085571289 time: 12:24:19.401944
- B/E: 49 / 296 , Gen_loss: -0.36827433 MI_loss: 22.364117 Detection error: 0.009820640087127686 time: 12:24:20.290571
- B/E: 50 / 296 , Gen_loss: -0.3502259 MI_loss: 21.292065 Detection error: 0.009825348854064941 time: 12:24:21.131710
- B/E: 51 / 296 , Gen_loss: -0.36011294 MI_loss: 21.777802 Detection error: 0.009831130504608154 time: 12:24:22.008200
- B/E: 52 / 296 , Gen_loss: -0.36687118 MI_loss: 22.199568 Detection error: 0.009827852249145508 time: 12:24:22.890711
- B/E: 53 / 296 , Gen_loss: -0.36498418 MI_loss: 22.114502 Detection error: 0.009840250015258789 time: 12:24:23.774263
- B/E: 54 / 296 , Gen_loss: -0.3563219 MI_loss: 21.535934 Detection error: 0.009835779666900635 time: 12:24:24.664045
- B/E: 55 / 296 , Gen_loss: -0.3622042 MI_loss: 21.90648 Detection error: 0.009829819202423096 time: 12:24:25.551828
- B/E: 56 / 296 , Gen_loss: -0.36157063 MI_loss: 21.954502 Detection error: 0.009806454181671143 time: 12:24:26.433160
- B/E: 57 / 296 , Gen_loss: -0.36625725 MI_loss: 22.248558 Detection error: 0.009804964065551758 time: 12:24:27.319859
- B/E: 58 / 296 , Gen_loss: -0.36216393 MI_loss: 21.83175 Detection error: 0.009795546531677246 time: 12:24:28.201718
- B/E: 59 / 296 , Gen_loss: -0.37018386 MI_loss: 22.381071 Detection error: 0.009813010692596436 time: 12:24:29.081314
- B/E: 60 / 296 , Gen_loss: -0.36717528 MI_loss: 22.093817 Detection error: 0.00980377197265625 time: 12:24:29.968340
- B/E: 61 / 296 , Gen_loss: -0.34964016 MI_loss: 21.264645 Detection error: 0.009803950786590576 time: 12:24:30.853382
- B/E: 62 / 296 , Gen_loss: -0.36735672 MI_loss: 22.128078 Detection error: 0.0098075270652771 time: 12:24:31.739507
- B/E: 63 / 296 , Gen_loss: -0.36485153 MI_loss: 22.172653 Detection error: 0.009802758693695068 time: 12:24:32.706108
- B/E: 64 / 296 , Gen_loss: -0.35311562 MI_loss: 21.465961 Detection error: 0.009800493717193604 time: 12:24:33.595575
- B/E: 65 / 296 , Gen_loss: -0.35502574 MI_loss: 21.388464 Detection error: 0.009792149066925049 time: 12:24:34.479644
- B/E: 66 / 296 , Gen_loss: -0.36496267 MI_loss: 21.904953 Detection error: 0.009795725345611572 time: 12:24:35.314032
- B/E: 67 / 296 , Gen_loss: -0.36596352 MI_loss: 22.129704 Detection error: 0.0097886323928833 time: 12:24:36.119024
- B/E: 68 / 296 , Gen_loss: -0.36126366 MI_loss: 21.85701 Detection error: 0.009797096252441406 time: 12:24:36.927116
- B/E: 69 / 296 , Gen_loss: -0.364186 MI_loss: 22.083801 Detection error: 0.009796857833862305 time: 12:24:37.734613
- B/E: 70 / 296 , Gen_loss: -0.3682752 MI_loss: 22.16459 Detection error: 0.009799718856811523 time: 12:24:38.631293
- B/E: 71 / 296 , Gen_loss: -0.35671282 MI_loss: 21.662058 Detection error: 0.00979989767074585 time: 12:24:39.516728
- B/E: 72 / 296 , Gen_loss: -0.36039904 MI_loss: 21.99784 Detection error: 0.009800076484680176 time: 12:24:40.400896
- B/E: 73 / 296 , Gen_loss: -0.3523775 MI_loss: 21.372005 Detection error: 0.009793519973754883 time: 12:24:41.305646
- B/E: 74 / 296 , Gen_loss: -0.35979676 MI_loss: 21.833048 Detection error: 0.009793758392333984 time: 12:24:42.189374
- B/E: 75 / 296 , Gen_loss: -0.35285798 MI_loss: 21.436678 Detection error: 0.009782910346984863 time: 12:24:43.075624
- B/E: 76 / 296 , Gen_loss: -0.356986 MI_loss: 21.592031 Detection error: 0.009792625904083252 time: 12:24:43.983101
- B/E: 77 / 296 , Gen_loss: -0.3674055 MI_loss: 22.278864 Detection error: 0.00979006290435791 time: 12:24:44.873142
- B/E: 78 / 296 , Gen_loss: -0.35458383 MI_loss: 21.47264 Detection error: 0.009782850742340088 time: 12:24:45.761660
- B/E: 79 / 296 , Gen_loss: -0.36739582 MI_loss: 22.184818 Detection error: 0.009789049625396729 time: 12:24:46.750464
- B/E: 80 / 296 , Gen_loss: -0.35301283 MI_loss: 21.449799 Detection error: 0.009799778461456299 time: 12:24:47.665505
- B/E: 81 / 296 , Gen_loss: -0.36295596 MI_loss: 22.014753 Detection error: 0.009800314903259277 time: 12:24:48.550222
- B/E: 82 / 296 , Gen_loss: -0.36289674 MI_loss: 21.91582 Detection error: 0.009786903858184814 time: 12:24:49.435298
- B/E: 83 / 296 , Gen_loss: -0.35959518 MI_loss: 21.722116 Detection error: 0.009791672229766846 time: 12:24:50.322053
- B/E: 84 / 296 , Gen_loss: -0.36496472 MI_loss: 22.202982 Detection error: 0.009789347648620605 time: 12:24:51.207042
- B/E: 85 / 296 , Gen_loss: -0.35392478 MI_loss: 21.221897 Detection error: 0.009765982627868652 time: 12:24:52.086277
- B/E: 86 / 296 , Gen_loss: -0.3536229 MI_loss: 21.50275 Detection error: 0.009766161441802979 time: 12:24:52.974811
- B/E: 87 / 296 , Gen_loss: -0.35889974 MI_loss: 21.687042 Detection error: 0.009747505187988281 time: 12:24:53.861003
- B/E: 88 / 296 , Gen_loss: -0.3558149 MI_loss: 21.525772 Detection error: 0.009738385677337646 time: 12:24:54.746981
- B/E: 89 / 296 , Gen_loss: -0.35716823 MI_loss: 21.824032 Detection error: 0.009751379489898682 time: 12:24:55.632620
- B/E: 90 / 296 , Gen_loss: -0.3653604 MI_loss: 22.073906 Detection error: 0.009754478931427002 time: 12:24:56.515473
- B/E: 91 / 296 , Gen_loss: -0.3525921 MI_loss: 21.365604 Detection error: 0.009757816791534424 time: 12:24:57.397309
- B/E: 92 / 296 , Gen_loss: -0.35621938 MI_loss: 21.529991 Detection error: 0.00974661111831665 time: 12:24:58.289127
- B/E: 93 / 296 , Gen_loss: -0.35263735 MI_loss: 21.5597 Detection error: 0.009744703769683838 time: 12:24:59.174461
- B/E: 94 / 296 , Gen_loss: -0.3537118 MI_loss: 21.5093 Detection error: 0.0097578763961792 time: 12:25:00.060119
- B/E: 95 / 296 , Gen_loss: -0.34702188 MI_loss: 21.137026 Detection error: 0.009762704372406006 time: 12:25:01.032235
- B/E: 96 / 296 , Gen_loss: -0.36105478 MI_loss: 21.8445 Detection error: 0.009761571884155273 time: 12:25:01.920681
- B/E: 97 / 296 , Gen_loss: -0.37179035 MI_loss: 22.486813 Detection error: 0.009751617908477783 time: 12:25:02.804581
- B/E: 98 / 296 , Gen_loss: -0.36016354 MI_loss: 21.831734 Detection error: 0.009745240211486816 time: 12:25:03.688043
- B/E: 99 / 296 , Gen_loss: -0.36317354 MI_loss: 21.805178 Detection error: 0.009739995002746582 time: 12:25:04.598746
- B/E: 100 / 296 , Gen_loss: -0.36563694 MI_loss: 22.191422 Detection error: 0.009747207164764404 time: 12:25:05.486730
- B/E: 101 / 296 , Gen_loss: -0.36842397 MI_loss: 22.396637 Detection error: 0.009752154350280762 time: 12:25:06.384072
- B/E: 102 / 296 , Gen_loss: -0.3582847 MI_loss: 21.702877 Detection error: 0.009752452373504639 time: 12:25:07.269126
- B/E: 103 / 296 , Gen_loss: -0.36140049 MI_loss: 21.680815 Detection error: 0.009749114513397217 time: 12:25:08.115482
- B/E: 104 / 296 , Gen_loss: -0.35601372 MI_loss: 21.564754 Detection error: 0.009753882884979248 time: 12:25:09.018073
- B/E: 105 / 296 , Gen_loss: -0.35701182 MI_loss: 21.49087 Detection error: 0.009747624397277832 time: 12:25:09.903058
- B/E: 106 / 296 , Gen_loss: -0.3605171 MI_loss: 21.866648 Detection error: 0.009750902652740479 time: 12:25:10.793995
- B/E: 107 / 296 , Gen_loss: -0.36673528 MI_loss: 22.254948 Detection error: 0.009750843048095703 time: 12:25:11.681663
- B/E: 108 / 296 , Gen_loss: -0.35607222 MI_loss: 21.468786 Detection error: 0.009756028652191162 time: 12:25:12.568059
- B/E: 109 / 296 , Gen_loss: -0.36387146 MI_loss: 22.033817 Detection error: 0.009752273559570312 time: 12:25:13.450725
- B/E: 110 / 296 , Gen_loss: -0.35681978 MI_loss: 21.38516 Detection error: 0.009742677211761475 time: 12:25:14.342571
- B/E: 111 / 296 , Gen_loss: -0.36471477 MI_loss: 22.271566 Detection error: 0.009743034839630127 time: 12:25:15.302010
- B/E: 112 / 296 , Gen_loss: -0.3566039 MI_loss: 21.461613 Detection error: 0.009739220142364502 time: 12:25:16.191248
- B/E: 113 / 296 , Gen_loss: -0.36293012 MI_loss: 21.947165 Detection error: 0.009742021560668945 time: 12:25:17.081275
- B/E: 114 / 296 , Gen_loss: -0.35732678 MI_loss: 21.708836 Detection error: 0.009744048118591309 time: 12:25:17.964188
- B/E: 115 / 296 , Gen_loss: -0.363838 MI_loss: 22.050278 Detection error: 0.00973975658416748 time: 12:25:18.851384
- B/E: 116 / 296 , Gen_loss: -0.36720622 MI_loss: 22.29384 Detection error: 0.009735822677612305 time: 12:25:19.766460
- B/E: 117 / 296 , Gen_loss: -0.35177228 MI_loss: 21.296057 Detection error: 0.00973808765411377 time: 12:25:20.662966
- B/E: 118 / 296 , Gen_loss: -0.3534332 MI_loss: 21.342403 Detection error: 0.00972980260848999 time: 12:25:21.500228
- B/E: 119 / 296 , Gen_loss: -0.35851064 MI_loss: 21.824663 Detection error: 0.009730994701385498 time: 12:25:22.299158
- B/E: 120 / 296 , Gen_loss: -0.3468188 MI_loss: 21.060352 Detection error: 0.009727299213409424 time: 12:25:23.208194
- B/E: 121 / 296 , Gen_loss: -0.35890087 MI_loss: 21.792633 Detection error: 0.009731292724609375 time: 12:25:24.091963
- B/E: 122 / 296 , Gen_loss: -0.3619812 MI_loss: 21.903837 Detection error: 0.009725630283355713 time: 12:25:24.976498
- B/E: 123 / 296 , Gen_loss: -0.36023504 MI_loss: 21.850475 Detection error: 0.009716987609863281 time: 12:25:25.885847
- B/E: 124 / 296 , Gen_loss: -0.3577835 MI_loss: 21.728722 Detection error: 0.009718239307403564 time: 12:25:26.721949
- B/E: 125 / 296 , Gen_loss: -0.36002856 MI_loss: 21.96654 Detection error: 0.009724438190460205 time: 12:25:27.521430
- B/E: 126 / 296 , Gen_loss: -0.3626787 MI_loss: 22.14772 Detection error: 0.00972980260848999 time: 12:25:28.296220
- B/E: 127 / 296 , Gen_loss: -0.3600453 MI_loss: 21.822659 Detection error: 0.009733140468597412 time: 12:25:29.243696
- B/E: 128 / 296 , Gen_loss: -0.36566207 MI_loss: 22.160671 Detection error: 0.00973743200302124 time: 12:25:30.065091
- B/E: 129 / 296 , Gen_loss: -0.35833436 MI_loss: 21.736612 Detection error: 0.00974208116531372 time: 12:25:30.837198
- B/E: 130 / 296 , Gen_loss: -0.35409373 MI_loss: 21.383 Detection error: 0.009748578071594238 time: 12:25:31.705607
- B/E: 131 / 296 , Gen_loss: -0.36757052 MI_loss: 22.11182 Detection error: 0.00975048542022705 time: 12:25:32.587663
- B/E: 132 / 296 , Gen_loss: -0.3597241 MI_loss: 21.682335 Detection error: 0.009748101234436035 time: 12:25:33.436958
- B/E: 133 / 296 , Gen_loss: -0.36412564 MI_loss: 22.08323 Detection error: 0.009754657745361328 time: 12:25:34.223410
- B/E: 134 / 296 , Gen_loss: -0.3613866 MI_loss: 22.039516 Detection error: 0.009757637977600098 time: 12:25:34.999032
- B/E: 135 / 296 , Gen_loss: -0.36150563 MI_loss: 21.884163 Detection error: 0.009760797023773193 time: 12:25:35.775611
- B/E: 136 / 296 , Gen_loss: -0.3617591 MI_loss: 21.817684 Detection error: 0.009762108325958252 time: 12:25:36.575556
- B/E: 137 / 296 , Gen_loss: -0.35852528 MI_loss: 21.726688 Detection error: 0.009761333465576172 time: 12:25:37.474432
- B/E: 138 / 296 , Gen_loss: -0.36835024 MI_loss: 22.38116 Detection error: 0.00976639986038208 time: 12:25:38.361320
- B/E: 139 / 296 , Gen_loss: -0.35606334 MI_loss: 21.453852 Detection error: 0.009770989418029785 time: 12:25:39.232187
- B/E: 140 / 296 , Gen_loss: -0.36547256 MI_loss: 22.30783 Detection error: 0.009770393371582031 time: 12:25:40.124755
- B/E: 141 / 296 , Gen_loss: -0.3618547 MI_loss: 21.795078 Detection error: 0.00976783037185669 time: 12:25:41.003500
- B/E: 142 / 296 , Gen_loss: -0.36154464 MI_loss: 21.950027 Detection error: 0.009765088558197021 time: 12:25:41.897876
- B/E: 143 / 296 , Gen_loss: -0.37098402 MI_loss: 22.446262 Detection error: 0.009764134883880615 time: 12:25:42.863596
- B/E: 144 / 296 , Gen_loss: -0.360281 MI_loss: 21.772697 Detection error: 0.009773731231689453 time: 12:25:43.758346
- B/E: 145 / 296 , Gen_loss: -0.3586813 MI_loss: 21.802437 Detection error: 0.00977998971939087 time: 12:25:44.715534
- B/E: 146 / 296 , Gen_loss: -0.35882714 MI_loss: 21.696194 Detection error: 0.009777188301086426 time: 12:25:45.628533
- B/E: 147 / 296 , Gen_loss: -0.36899224 MI_loss: 22.39748 Detection error: 0.009779155254364014 time: 12:25:46.523401
- B/E: 148 / 296 , Gen_loss: -0.36293358 MI_loss: 22.037683 Detection error: 0.009780645370483398 time: 12:25:47.424322
- B/E: 149 / 296 , Gen_loss: -0.3591684 MI_loss: 21.90982 Detection error: 0.00978916883468628 time: 12:25:48.327210
-
- Test Loss: 10.262958 Test Error: 0.01066666841506958
- -----
- EPOCH: 297
- B/E: 0 / 297 , Gen_loss: -0.36437455 MI_loss: 21.968668 Detection error: 0.01012498140335083 time: 12:25:50.306427
- B/E: 1 / 297 , Gen_loss: -0.3601731 MI_loss: 21.780132 Detection error: 0.009921848773956299 time: 12:26:37.129458
- B/E: 2 / 297 , Gen_loss: -0.35142922 MI_loss: 21.281221 Detection error: 0.009541690349578857 time: 12:26:38.061601
- B/E: 3 / 297 , Gen_loss: -0.35157302 MI_loss: 21.407688 Detection error: 0.009625017642974854 time: 12:26:38.958847
- B/E: 4 / 297 , Gen_loss: -0.3656862 MI_loss: 22.295712 Detection error: 0.009593725204467773 time: 12:26:39.873629
- B/E: 5 / 297 , Gen_loss: -0.3590557 MI_loss: 21.952888 Detection error: 0.009687483310699463 time: 12:26:40.876523
- B/E: 6 / 297 , Gen_loss: -0.36051816 MI_loss: 21.879528 Detection error: 0.009727656841278076 time: 12:26:41.776227
- B/E: 7 / 297 , Gen_loss: -0.3606699 MI_loss: 21.895407 Detection error: 0.009808599948883057 time: 12:26:42.687390
- B/E: 8 / 297 , Gen_loss: -0.36233115 MI_loss: 21.924406 Detection error: 0.009743034839630127 time: 12:26:43.584959
- B/E: 9 / 297 , Gen_loss: -0.36380485 MI_loss: 22.148773 Detection error: 0.009687483310699463 time: 12:26:44.481760
- B/E: 10 / 297 , Gen_loss: -0.35757375 MI_loss: 21.555378 Detection error: 0.009676158428192139 time: 12:26:45.397947
- B/E: 11 / 297 , Gen_loss: -0.35870507 MI_loss: 21.827341 Detection error: 0.009729146957397461 time: 12:26:46.295461
- B/E: 12 / 297 , Gen_loss: -0.36811036 MI_loss: 22.323954 Detection error: 0.009764432907104492 time: 12:26:47.226491
- B/E: 13 / 297 , Gen_loss: -0.36354133 MI_loss: 22.14918 Detection error: 0.009790182113647461 time: 12:26:48.070135
- B/E: 14 / 297 , Gen_loss: -0.36390352 MI_loss: 21.96117 Detection error: 0.009764611721038818 time: 12:26:48.962201
- B/E: 15 / 297 , Gen_loss: -0.36481178 MI_loss: 21.942333 Detection error: 0.009796857833862305 time: 12:26:49.854669
- B/E: 16 / 297 , Gen_loss: -0.36882094 MI_loss: 22.244495 Detection error: 0.009737133979797363 time: 12:26:50.748415
- B/E: 17 / 297 , Gen_loss: -0.36374217 MI_loss: 22.036509 Detection error: 0.009734392166137695 time: 12:26:51.645624
- B/E: 18 / 297 , Gen_loss: -0.3633609 MI_loss: 21.90541 Detection error: 0.009677648544311523 time: 12:26:52.542611
- B/E: 19 / 297 , Gen_loss: -0.3494256 MI_loss: 21.207977 Detection error: 0.009696900844573975 time: 12:26:53.437654
- B/E: 20 / 297 , Gen_loss: -0.3651393 MI_loss: 22.225948 Detection error: 0.009741067886352539 time: 12:26:54.374551
- B/E: 21 / 297 , Gen_loss: -0.3635535 MI_loss: 22.084011 Detection error: 0.009752869606018066 time: 12:26:55.253554
- B/E: 22 / 297 , Gen_loss: -0.3597461 MI_loss: 21.735909 Detection error: 0.009724199771881104 time: 12:26:56.077372
- B/E: 23 / 297 , Gen_loss: -0.36703384 MI_loss: 22.058666 Detection error: 0.00971221923828125 time: 12:26:56.861359
- B/E: 24 / 297 , Gen_loss: -0.35161537 MI_loss: 21.291943 Detection error: 0.009711265563964844 time: 12:26:57.668227
- B/E: 25 / 297 , Gen_loss: -0.3548305 MI_loss: 21.524681 Detection error: 0.009731948375701904 time: 12:26:58.446744
- B/E: 26 / 297 , Gen_loss: -0.34978864 MI_loss: 21.206585 Detection error: 0.009765028953552246 time: 12:26:59.267421
- B/E: 27 / 297 , Gen_loss: -0.36038554 MI_loss: 21.838182 Detection error: 0.009789049625396729 time: 12:27:00.147299
- B/E: 28 / 297 , Gen_loss: -0.36796936 MI_loss: 22.3637 Detection error: 0.00980067253112793 time: 12:27:01.019370
- B/E: 29 / 297 , Gen_loss: -0.36562762 MI_loss: 22.125608 Detection error: 0.009814560413360596 time: 12:27:01.909826
- B/E: 30 / 297 , Gen_loss: -0.35488352 MI_loss: 21.441004 Detection error: 0.009797394275665283 time: 12:27:02.811637
- B/E: 31 / 297 , Gen_loss: -0.35657603 MI_loss: 21.72085 Detection error: 0.009782254695892334 time: 12:27:03.705921
- B/E: 32 / 297 , Gen_loss: -0.36011955 MI_loss: 22.005154 Detection error: 0.009794533252716064 time: 12:27:04.604899
- B/E: 33 / 297 , Gen_loss: -0.36445048 MI_loss: 21.919916 Detection error: 0.00977480411529541 time: 12:27:05.505489
- B/E: 34 / 297 , Gen_loss: -0.36459708 MI_loss: 22.20443 Detection error: 0.00977945327758789 time: 12:27:06.406995
- B/E: 35 / 297 , Gen_loss: -0.37162268 MI_loss: 22.4939 Detection error: 0.009762167930603027 time: 12:27:07.245781
- B/E: 36 / 297 , Gen_loss: -0.3726864 MI_loss: 22.566845 Detection error: 0.009751677513122559 time: 12:27:08.146962
- B/E: 37 / 297 , Gen_loss: -0.35492915 MI_loss: 21.401154 Detection error: 0.00975412130355835 time: 12:27:08.963400
- B/E: 38 / 297 , Gen_loss: -0.35723415 MI_loss: 21.460163 Detection error: 0.009777247905731201 time: 12:27:09.759803
- B/E: 39 / 297 , Gen_loss: -0.3570801 MI_loss: 21.549246 Detection error: 0.00976330041885376 time: 12:27:10.604131
- B/E: 40 / 297 , Gen_loss: -0.37529516 MI_loss: 22.600445 Detection error: 0.009746193885803223 time: 12:27:11.531788
- B/E: 41 / 297 , Gen_loss: -0.37218636 MI_loss: 22.62238 Detection error: 0.009755194187164307 time: 12:27:12.424491
- B/E: 42 / 297 , Gen_loss: -0.35089907 MI_loss: 21.278507 Detection error: 0.009749293327331543 time: 12:27:13.323048
- B/E: 43 / 297 , Gen_loss: -0.3581007 MI_loss: 21.766699 Detection error: 0.009765625 time: 12:27:14.216916
- B/E: 44 / 297 , Gen_loss: -0.35758197 MI_loss: 21.641104 Detection error: 0.009771525859832764 time: 12:27:15.109268
- B/E: 45 / 297 , Gen_loss: -0.35289565 MI_loss: 21.361647 Detection error: 0.009777843952178955 time: 12:27:16.008696
- B/E: 46 / 297 , Gen_loss: -0.36266312 MI_loss: 21.995758 Detection error: 0.009785234928131104 time: 12:27:16.907317
- B/E: 47 / 297 , Gen_loss: -0.35818425 MI_loss: 21.557901 Detection error: 0.00978773832321167 time: 12:27:17.806015
- B/E: 48 / 297 , Gen_loss: -0.35968316 MI_loss: 21.83813 Detection error: 0.009801685810089111 time: 12:27:18.704980
- B/E: 49 / 297 , Gen_loss: -0.3650667 MI_loss: 22.215832 Detection error: 0.009811878204345703 time: 12:27:19.630025
- B/E: 50 / 297 , Gen_loss: -0.3609851 MI_loss: 21.811975 Detection error: 0.009811878204345703 time: 12:27:20.552522
- B/E: 51 / 297 , Gen_loss: -0.36783278 MI_loss: 22.395077 Detection error: 0.009811878204345703 time: 12:27:21.456902
- B/E: 52 / 297 , Gen_loss: -0.36471593 MI_loss: 22.120346 Detection error: 0.00981837511062622 time: 12:27:22.405825
- B/E: 53 / 297 , Gen_loss: -0.3697578 MI_loss: 22.115807 Detection error: 0.00983273983001709 time: 12:27:23.285059
- B/E: 54 / 297 , Gen_loss: -0.3640042 MI_loss: 22.078312 Detection error: 0.009832382202148438 time: 12:27:24.201091
- B/E: 55 / 297 , Gen_loss: -0.36941183 MI_loss: 22.420849 Detection error: 0.009811937808990479 time: 12:27:25.099209
- B/E: 56 / 297 , Gen_loss: -0.36565715 MI_loss: 22.173582 Detection error: 0.009800970554351807 time: 12:27:25.994695
- B/E: 57 / 297 , Gen_loss: -0.35832885 MI_loss: 21.791464 Detection error: 0.009793639183044434 time: 12:27:26.911974
- B/E: 58 / 297 , Gen_loss: -0.35353473 MI_loss: 21.417961 Detection error: 0.00978177785873413 time: 12:27:27.805526
- B/E: 59 / 297 , Gen_loss: -0.35357848 MI_loss: 21.478136 Detection error: 0.009801030158996582 time: 12:27:28.700970
- B/E: 60 / 297 , Gen_loss: -0.36625603 MI_loss: 22.062992 Detection error: 0.009792506694793701 time: 12:27:29.599471
- B/E: 61 / 297 , Gen_loss: -0.3577986 MI_loss: 21.803005 Detection error: 0.009796380996704102 time: 12:27:30.503362
- B/E: 62 / 297 , Gen_loss: -0.36836827 MI_loss: 22.229246 Detection error: 0.00979912281036377 time: 12:27:31.401721
- B/E: 63 / 297 , Gen_loss: -0.3543065 MI_loss: 21.569944 Detection error: 0.009799301624298096 time: 12:27:32.297581
- B/E: 64 / 297 , Gen_loss: -0.3577227 MI_loss: 21.721352 Detection error: 0.009800493717193604 time: 12:27:33.193616
- B/E: 65 / 297 , Gen_loss: -0.36429867 MI_loss: 22.009521 Detection error: 0.009794533252716064 time: 12:27:34.090298
- B/E: 66 / 297 , Gen_loss: -0.3707989 MI_loss: 22.564964 Detection error: 0.00980222225189209 time: 12:27:34.988794
- B/E: 67 / 297 , Gen_loss: -0.36567387 MI_loss: 22.076237 Detection error: 0.009790003299713135 time: 12:27:35.888133
- B/E: 68 / 297 , Gen_loss: -0.3567809 MI_loss: 21.60777 Detection error: 0.009791672229766846 time: 12:27:36.896428
- B/E: 69 / 297 , Gen_loss: -0.37080795 MI_loss: 22.52005 Detection error: 0.00979912281036377 time: 12:27:37.778876
- B/E: 70 / 297 , Gen_loss: -0.36513042 MI_loss: 22.152 Detection error: 0.009788274765014648 time: 12:27:38.663702
- B/E: 71 / 297 , Gen_loss: -0.35292727 MI_loss: 21.490248 Detection error: 0.009796857833862305 time: 12:27:39.551626
- B/E: 72 / 297 , Gen_loss: -0.3625498 MI_loss: 21.964882 Detection error: 0.00979924201965332 time: 12:27:40.433188
- B/E: 73 / 297 , Gen_loss: -0.35566944 MI_loss: 21.525093 Detection error: 0.009791374206542969 time: 12:27:41.321768
- B/E: 74 / 297 , Gen_loss: -0.3611723 MI_loss: 21.81755 Detection error: 0.009783744812011719 time: 12:27:42.210807
- B/E: 75 / 297 , Gen_loss: -0.35948348 MI_loss: 21.929676 Detection error: 0.00978618860244751 time: 12:27:43.095340
- B/E: 76 / 297 , Gen_loss: -0.36042663 MI_loss: 21.813013 Detection error: 0.009789347648620605 time: 12:27:44.084968
- B/E: 77 / 297 , Gen_loss: -0.3686723 MI_loss: 22.288975 Detection error: 0.009784042835235596 time: 12:27:44.970274
- B/E: 78 / 297 , Gen_loss: -0.36237168 MI_loss: 21.948742 Detection error: 0.009771764278411865 time: 12:27:45.851468
- B/E: 79 / 297 , Gen_loss: -0.37103337 MI_loss: 22.390211 Detection error: 0.009787917137145996 time: 12:27:46.736459
- B/E: 80 / 297 , Gen_loss: -0.36229172 MI_loss: 21.97442 Detection error: 0.009792029857635498 time: 12:27:47.617665
- B/E: 81 / 297 , Gen_loss: -0.36671257 MI_loss: 22.199434 Detection error: 0.009788095951080322 time: 12:27:48.496901
- B/E: 82 / 297 , Gen_loss: -0.35629088 MI_loss: 21.547441 Detection error: 0.009785771369934082 time: 12:27:49.380394
- B/E: 83 / 297 , Gen_loss: -0.35677758 MI_loss: 21.594215 Detection error: 0.009784579277038574 time: 12:27:50.212205
- B/E: 84 / 297 , Gen_loss: -0.35669354 MI_loss: 21.459322 Detection error: 0.009784936904907227 time: 12:27:51.170576
- B/E: 85 / 297 , Gen_loss: -0.362683 MI_loss: 21.93395 Detection error: 0.009762346744537354 time: 12:27:51.946486
- B/E: 86 / 297 , Gen_loss: -0.3583572 MI_loss: 21.670347 Detection error: 0.00976473093032837 time: 12:27:52.723222
- B/E: 87 / 297 , Gen_loss: -0.35404885 MI_loss: 21.407713 Detection error: 0.00974184274673462 time: 12:27:53.490516
- B/E: 88 / 297 , Gen_loss: -0.3647255 MI_loss: 21.980724 Detection error: 0.009738385677337646 time: 12:27:54.262115
- B/E: 89 / 297 , Gen_loss: -0.36578324 MI_loss: 22.314915 Detection error: 0.009747564792633057 time: 12:27:55.056166
- B/E: 90 / 297 , Gen_loss: -0.3645603 MI_loss: 21.986526 Detection error: 0.009750664234161377 time: 12:27:55.925361
- B/E: 91 / 297 , Gen_loss: -0.35602728 MI_loss: 21.636038 Detection error: 0.009752392768859863 time: 12:27:56.810628
- B/E: 92 / 297 , Gen_loss: -0.34980085 MI_loss: 21.067549 Detection error: 0.009738564491271973 time: 12:27:57.698893
- B/E: 93 / 297 , Gen_loss: -0.36309403 MI_loss: 21.989254 Detection error: 0.009741008281707764 time: 12:27:58.582107
- B/E: 94 / 297 , Gen_loss: -0.3517367 MI_loss: 21.417965 Detection error: 0.009750306606292725 time: 12:27:59.462996
- B/E: 95 / 297 , Gen_loss: -0.36186308 MI_loss: 21.983753 Detection error: 0.009759128093719482 time: 12:28:00.350503
- B/E: 96 / 297 , Gen_loss: -0.36342287 MI_loss: 21.980696 Detection error: 0.009753227233886719 time: 12:28:01.234235
- B/E: 97 / 297 , Gen_loss: -0.36579135 MI_loss: 22.056215 Detection error: 0.00975126028060913 time: 12:28:02.116896
- B/E: 98 / 297 , Gen_loss: -0.3591903 MI_loss: 21.691835 Detection error: 0.0097389817237854 time: 12:28:03.005833
- B/E: 99 / 297 , Gen_loss: -0.36103892 MI_loss: 21.878431 Detection error: 0.009739696979522705 time: 12:28:03.900438
- B/E: 100 / 297 , Gen_loss: -0.3579079 MI_loss: 21.813469 Detection error: 0.009742558002471924 time: 12:28:04.856027
- B/E: 101 / 297 , Gen_loss: -0.36108726 MI_loss: 21.99361 Detection error: 0.009748458862304688 time: 12:28:05.753547
- B/E: 102 / 297 , Gen_loss: -0.3589705 MI_loss: 21.80774 Detection error: 0.009747564792633057 time: 12:28:06.642477
- B/E: 103 / 297 , Gen_loss: -0.3650145 MI_loss: 22.191666 Detection error: 0.00974339246749878 time: 12:28:07.527047
- B/E: 104 / 297 , Gen_loss: -0.36025608 MI_loss: 22.012909 Detection error: 0.009748220443725586 time: 12:28:08.430768
- B/E: 105 / 297 , Gen_loss: -0.35974988 MI_loss: 21.82144 Detection error: 0.009745597839355469 time: 12:28:09.318130
- B/E: 106 / 297 , Gen_loss: -0.3672886 MI_loss: 22.141855 Detection error: 0.009743571281433105 time: 12:28:10.200800
- B/E: 107 / 297 , Gen_loss: -0.3622221 MI_loss: 21.929703 Detection error: 0.009743928909301758 time: 12:28:11.085235
- B/E: 108 / 297 , Gen_loss: -0.36901805 MI_loss: 22.364609 Detection error: 0.009749114513397217 time: 12:28:11.934353
- B/E: 109 / 297 , Gen_loss: -0.3605317 MI_loss: 21.8669 Detection error: 0.009744346141815186 time: 12:28:12.702317
- B/E: 110 / 297 , Gen_loss: -0.37214082 MI_loss: 22.503563 Detection error: 0.009735345840454102 time: 12:28:13.474116
- B/E: 111 / 297 , Gen_loss: -0.36162725 MI_loss: 21.870358 Detection error: 0.009732961654663086 time: 12:28:14.373654
- B/E: 112 / 297 , Gen_loss: -0.37587506 MI_loss: 22.700209 Detection error: 0.00973367691040039 time: 12:28:15.258274
- B/E: 113 / 297 , Gen_loss: -0.3511539 MI_loss: 21.329609 Detection error: 0.009734094142913818 time: 12:28:16.141807
- B/E: 114 / 297 , Gen_loss: -0.3595595 MI_loss: 21.881685 Detection error: 0.00974184274673462 time: 12:28:17.026898
- B/E: 115 / 297 , Gen_loss: -0.36975586 MI_loss: 22.257952 Detection error: 0.009736239910125732 time: 12:28:17.910996
- B/E: 116 / 297 , Gen_loss: -0.36012518 MI_loss: 21.81458 Detection error: 0.00973290205001831 time: 12:28:18.885606
- B/E: 117 / 297 , Gen_loss: -0.3549641 MI_loss: 21.61456 Detection error: 0.009730398654937744 time: 12:28:19.778474
- B/E: 118 / 297 , Gen_loss: -0.36345568 MI_loss: 22.005356 Detection error: 0.009726881980895996 time: 12:28:20.671087
- B/E: 119 / 297 , Gen_loss: -0.35600516 MI_loss: 21.582422 Detection error: 0.009724736213684082 time: 12:28:21.555462
- B/E: 120 / 297 , Gen_loss: -0.3600273 MI_loss: 21.88396 Detection error: 0.009724676609039307 time: 12:28:22.437985
- B/E: 121 / 297 , Gen_loss: -0.3557692 MI_loss: 21.69107 Detection error: 0.009728968143463135 time: 12:28:23.326747
- B/E: 122 / 297 , Gen_loss: -0.37622693 MI_loss: 22.600986 Detection error: 0.009719491004943848 time: 12:28:24.153204
- B/E: 123 / 297 , Gen_loss: -0.35423735 MI_loss: 21.515516 Detection error: 0.009715735912322998 time: 12:28:24.924292
- B/E: 124 / 297 , Gen_loss: -0.36094734 MI_loss: 21.88203 Detection error: 0.00971376895904541 time: 12:28:25.813872
- B/E: 125 / 297 , Gen_loss: -0.3503508 MI_loss: 21.302689 Detection error: 0.00971674919128418 time: 12:28:26.698164
- B/E: 126 / 297 , Gen_loss: -0.3563813 MI_loss: 21.674513 Detection error: 0.009726881980895996 time: 12:28:27.536248
- B/E: 127 / 297 , Gen_loss: -0.34724632 MI_loss: 21.085815 Detection error: 0.009726345539093018 time: 12:28:28.339732
- B/E: 128 / 297 , Gen_loss: -0.3563307 MI_loss: 21.54894 Detection error: 0.009729623794555664 time: 12:28:29.125997
- B/E: 129 / 297 , Gen_loss: -0.36410397 MI_loss: 22.226246 Detection error: 0.009737730026245117 time: 12:28:29.898144
- B/E: 130 / 297 , Gen_loss: -0.3557268 MI_loss: 21.758907 Detection error: 0.009743094444274902 time: 12:28:30.690959
- B/E: 131 / 297 , Gen_loss: -0.35499927 MI_loss: 21.539764 Detection error: 0.009747624397277832 time: 12:28:31.563798
- B/E: 132 / 297 , Gen_loss: -0.36258996 MI_loss: 22.044699 Detection error: 0.00974506139755249 time: 12:28:32.523830
- B/E: 133 / 297 , Gen_loss: -0.36555362 MI_loss: 22.204401 Detection error: 0.009746015071868896 time: 12:28:33.411074
- B/E: 134 / 297 , Gen_loss: -0.35912 MI_loss: 21.74259 Detection error: 0.009756267070770264 time: 12:28:34.314579
- B/E: 135 / 297 , Gen_loss: -0.3614329 MI_loss: 21.998457 Detection error: 0.009756684303283691 time: 12:28:35.199517
- B/E: 136 / 297 , Gen_loss: -0.3544229 MI_loss: 21.498127 Detection error: 0.009757757186889648 time: 12:28:36.080152
- B/E: 137 / 297 , Gen_loss: -0.3600039 MI_loss: 21.831438 Detection error: 0.009759724140167236 time: 12:28:36.965612
- B/E: 138 / 297 , Gen_loss: -0.3641173 MI_loss: 22.109589 Detection error: 0.009761691093444824 time: 12:28:37.847674
- B/E: 139 / 297 , Gen_loss: -0.35650563 MI_loss: 21.62095 Detection error: 0.009768068790435791 time: 12:28:38.730177
- B/E: 140 / 297 , Gen_loss: -0.36149174 MI_loss: 22.00339 Detection error: 0.00976860523223877 time: 12:28:39.613148
- B/E: 141 / 297 , Gen_loss: -0.36040327 MI_loss: 21.774426 Detection error: 0.00976473093032837 time: 12:28:40.491979
- B/E: 142 / 297 , Gen_loss: -0.35664785 MI_loss: 21.804287 Detection error: 0.009762227535247803 time: 12:28:41.371541
- B/E: 143 / 297 , Gen_loss: -0.37378764 MI_loss: 22.576153 Detection error: 0.009762167930603027 time: 12:28:42.255613
- B/E: 144 / 297 , Gen_loss: -0.35485277 MI_loss: 21.560299 Detection error: 0.009771347045898438 time: 12:28:43.139663
- B/E: 145 / 297 , Gen_loss: -0.35208225 MI_loss: 21.388502 Detection error: 0.009776771068572998 time: 12:28:44.022201
- B/E: 146 / 297 , Gen_loss: -0.3603323 MI_loss: 21.827742 Detection error: 0.00977635383605957 time: 12:28:44.924080
- B/E: 147 / 297 , Gen_loss: -0.36268425 MI_loss: 22.07471 Detection error: 0.009781479835510254 time: 12:28:45.807563
- B/E: 148 / 297 , Gen_loss: -0.36455414 MI_loss: 22.126387 Detection error: 0.009780645370483398 time: 12:28:46.764297
- B/E: 149 / 297 , Gen_loss: -0.35984597 MI_loss: 21.901604 Detection error: 0.009787499904632568 time: 12:28:47.662733
-
- Test Loss: 10.264994 Test Error: 0.01064997911453247
- -----
- EPOCH: 298
- B/E: 0 / 298 , Gen_loss: -0.3641422 MI_loss: 22.147095 Detection error: 0.010375022888183594 time: 12:28:49.632506
- B/E: 1 / 298 , Gen_loss: -0.35727143 MI_loss: 21.665958 Detection error: 0.010015606880187988 time: 12:29:33.764410
- B/E: 2 / 298 , Gen_loss: -0.36162868 MI_loss: 21.818968 Detection error: 0.009531259536743164 time: 12:29:34.606400
- B/E: 3 / 298 , Gen_loss: -0.35168648 MI_loss: 21.291851 Detection error: 0.009617209434509277 time: 12:29:35.479545
- B/E: 4 / 298 , Gen_loss: -0.3620063 MI_loss: 21.92362 Detection error: 0.009587526321411133 time: 12:29:36.381107
- B/E: 5 / 298 , Gen_loss: -0.35367987 MI_loss: 21.633814 Detection error: 0.009723961353302002 time: 12:29:37.278624
- B/E: 6 / 298 , Gen_loss: -0.357494 MI_loss: 21.736805 Detection error: 0.009754478931427002 time: 12:29:38.171794
- B/E: 7 / 298 , Gen_loss: -0.36428767 MI_loss: 22.143818 Detection error: 0.009832024574279785 time: 12:29:39.066901
- B/E: 8 / 298 , Gen_loss: -0.3562524 MI_loss: 21.724857 Detection error: 0.009756922721862793 time: 12:29:39.966491
- B/E: 9 / 298 , Gen_loss: -0.3642217 MI_loss: 22.02427 Detection error: 0.00972813367843628 time: 12:29:40.864365
- B/E: 10 / 298 , Gen_loss: -0.36765277 MI_loss: 22.25083 Detection error: 0.009750008583068848 time: 12:29:41.802563
- B/E: 11 / 298 , Gen_loss: -0.36760166 MI_loss: 22.21082 Detection error: 0.009768247604370117 time: 12:29:42.712781
- B/E: 12 / 298 , Gen_loss: -0.35715827 MI_loss: 21.660778 Detection error: 0.009812474250793457 time: 12:29:43.590163
- B/E: 13 / 298 , Gen_loss: -0.35631743 MI_loss: 21.639608 Detection error: 0.00982588529586792 time: 12:29:44.487750
- B/E: 14 / 298 , Gen_loss: -0.35919908 MI_loss: 21.764751 Detection error: 0.009793758392333984 time: 12:29:45.388174
- B/E: 15 / 298 , Gen_loss: -0.3624972 MI_loss: 22.00685 Detection error: 0.009789049625396729 time: 12:29:46.283529
- B/E: 16 / 298 , Gen_loss: -0.35755154 MI_loss: 21.57658 Detection error: 0.0097886323928833 time: 12:29:47.148224
- B/E: 17 / 298 , Gen_loss: -0.36140823 MI_loss: 21.950232 Detection error: 0.009750008583068848 time: 12:29:48.033262
- B/E: 18 / 298 , Gen_loss: -0.36702913 MI_loss: 22.23093 Detection error: 0.009728610515594482 time: 12:29:48.933727
- B/E: 19 / 298 , Gen_loss: -0.36105007 MI_loss: 22.101826 Detection error: 0.009734392166137695 time: 12:29:49.833220
- B/E: 20 / 298 , Gen_loss: -0.3589282 MI_loss: 21.657745 Detection error: 0.009747028350830078 time: 12:29:50.732156
- B/E: 21 / 298 , Gen_loss: -0.3632661 MI_loss: 21.978035 Detection error: 0.00976705551147461 time: 12:29:51.632638
- B/E: 22 / 298 , Gen_loss: -0.36005837 MI_loss: 21.74619 Detection error: 0.009760856628417969 time: 12:29:52.551303
- B/E: 23 / 298 , Gen_loss: -0.3651889 MI_loss: 22.034668 Detection error: 0.009735703468322754 time: 12:29:53.450940
- B/E: 24 / 298 , Gen_loss: -0.36446473 MI_loss: 22.177017 Detection error: 0.009729981422424316 time: 12:29:54.361888
- B/E: 25 / 298 , Gen_loss: -0.36106482 MI_loss: 21.959936 Detection error: 0.009752392768859863 time: 12:29:55.338529
- B/E: 26 / 298 , Gen_loss: -0.36488938 MI_loss: 22.23748 Detection error: 0.009810209274291992 time: 12:29:56.237961
- B/E: 27 / 298 , Gen_loss: -0.36664876 MI_loss: 22.29545 Detection error: 0.00980466604232788 time: 12:29:57.174568
- B/E: 28 / 298 , Gen_loss: -0.37323532 MI_loss: 22.626072 Detection error: 0.009818971157073975 time: 12:29:58.071561
- B/E: 29 / 298 , Gen_loss: -0.36593366 MI_loss: 22.277088 Detection error: 0.009841680526733398 time: 12:29:58.969014
- B/E: 30 / 298 , Gen_loss: -0.35322806 MI_loss: 21.409153 Detection error: 0.00980442762374878 time: 12:29:59.871716
- B/E: 31 / 298 , Gen_loss: -0.3564245 MI_loss: 21.522657 Detection error: 0.009803712368011475 time: 12:30:00.771114
- B/E: 32 / 298 , Gen_loss: -0.36488757 MI_loss: 22.142887 Detection error: 0.009795427322387695 time: 12:30:01.668584
- B/E: 33 / 298 , Gen_loss: -0.3562396 MI_loss: 21.621323 Detection error: 0.009780347347259521 time: 12:30:02.586569
- B/E: 34 / 298 , Gen_loss: -0.3537167 MI_loss: 21.50819 Detection error: 0.009791076183319092 time: 12:30:03.483873
- B/E: 35 / 298 , Gen_loss: -0.35752222 MI_loss: 21.45395 Detection error: 0.00977259874343872 time: 12:30:04.382245
- B/E: 36 / 298 , Gen_loss: -0.3703776 MI_loss: 22.18959 Detection error: 0.009776175022125244 time: 12:30:05.286804
- B/E: 37 / 298 , Gen_loss: -0.36819017 MI_loss: 22.271145 Detection error: 0.009778797626495361 time: 12:30:06.182078
- B/E: 38 / 298 , Gen_loss: -0.36006725 MI_loss: 21.831718 Detection error: 0.009794890880584717 time: 12:30:07.067958
- B/E: 39 / 298 , Gen_loss: -0.3598821 MI_loss: 21.623623 Detection error: 0.009773433208465576 time: 12:30:07.896993
- B/E: 40 / 298 , Gen_loss: -0.35316205 MI_loss: 21.384779 Detection error: 0.009770572185516357 time: 12:30:08.667995
- B/E: 41 / 298 , Gen_loss: -0.35563257 MI_loss: 21.729097 Detection error: 0.009767115116119385 time: 12:30:09.652241
- B/E: 42 / 298 , Gen_loss: -0.36609897 MI_loss: 22.312544 Detection error: 0.009765267372131348 time: 12:30:10.556571
- B/E: 43 / 298 , Gen_loss: -0.36864918 MI_loss: 22.141613 Detection error: 0.00976419448852539 time: 12:30:11.451354
- B/E: 44 / 298 , Gen_loss: -0.36130878 MI_loss: 21.895042 Detection error: 0.009782612323760986 time: 12:30:12.346972
- B/E: 45 / 298 , Gen_loss: -0.35992795 MI_loss: 21.704605 Detection error: 0.009781241416931152 time: 12:30:13.248049
- B/E: 46 / 298 , Gen_loss: -0.35696372 MI_loss: 21.54245 Detection error: 0.009796559810638428 time: 12:30:14.144496
- B/E: 47 / 298 , Gen_loss: -0.36535338 MI_loss: 22.0536 Detection error: 0.009796857833862305 time: 12:30:15.043645
- B/E: 48 / 298 , Gen_loss: -0.35864818 MI_loss: 21.780651 Detection error: 0.009813785552978516 time: 12:30:15.946283
- B/E: 49 / 298 , Gen_loss: -0.3592829 MI_loss: 21.683413 Detection error: 0.009819388389587402 time: 12:30:16.848928
- B/E: 50 / 298 , Gen_loss: -0.3549407 MI_loss: 21.426765 Detection error: 0.009812474250793457 time: 12:30:17.749758
- B/E: 51 / 298 , Gen_loss: -0.36746293 MI_loss: 22.344828 Detection error: 0.009820938110351562 time: 12:30:18.653928
- B/E: 52 / 298 , Gen_loss: -0.37867576 MI_loss: 22.92688 Detection error: 0.009817779064178467 time: 12:30:19.561178
- B/E: 53 / 298 , Gen_loss: -0.3722041 MI_loss: 22.651758 Detection error: 0.009836792945861816 time: 12:30:20.464295
- B/E: 54 / 298 , Gen_loss: -0.36652848 MI_loss: 22.250986 Detection error: 0.009837508201599121 time: 12:30:21.361861
- B/E: 55 / 298 , Gen_loss: -0.36534184 MI_loss: 22.092587 Detection error: 0.0098152756690979 time: 12:30:22.263627
- B/E: 56 / 298 , Gen_loss: -0.35387743 MI_loss: 21.308258 Detection error: 0.00979989767074585 time: 12:30:23.165113
- B/E: 57 / 298 , Gen_loss: -0.34990925 MI_loss: 21.188847 Detection error: 0.009789884090423584 time: 12:30:24.150129
- B/E: 58 / 298 , Gen_loss: -0.37011328 MI_loss: 22.37579 Detection error: 0.009786009788513184 time: 12:30:25.051879
- B/E: 59 / 298 , Gen_loss: -0.36555117 MI_loss: 22.10887 Detection error: 0.00980675220489502 time: 12:30:25.950624
- B/E: 60 / 298 , Gen_loss: -0.36074945 MI_loss: 21.880337 Detection error: 0.009799182415008545 time: 12:30:26.854468
- B/E: 61 / 298 , Gen_loss: -0.36047298 MI_loss: 21.883049 Detection error: 0.00979083776473999 time: 12:30:27.756102
- B/E: 62 / 298 , Gen_loss: -0.35187954 MI_loss: 21.271545 Detection error: 0.009804069995880127 time: 12:30:28.652140
- B/E: 63 / 298 , Gen_loss: -0.36475313 MI_loss: 22.147192 Detection error: 0.009806156158447266 time: 12:30:29.557398
- B/E: 64 / 298 , Gen_loss: -0.35743448 MI_loss: 21.605429 Detection error: 0.009792804718017578 time: 12:30:30.457929
- B/E: 65 / 298 , Gen_loss: -0.3589412 MI_loss: 21.895222 Detection error: 0.009797334671020508 time: 12:30:31.360903
- B/E: 66 / 298 , Gen_loss: -0.35619262 MI_loss: 21.612137 Detection error: 0.009792447090148926 time: 12:30:32.267584
- B/E: 67 / 298 , Gen_loss: -0.37463093 MI_loss: 22.641771 Detection error: 0.009779393672943115 time: 12:30:33.058805
- B/E: 68 / 298 , Gen_loss: -0.36139682 MI_loss: 21.918041 Detection error: 0.009790778160095215 time: 12:30:33.935717
- B/E: 69 / 298 , Gen_loss: -0.36815578 MI_loss: 22.229177 Detection error: 0.009798228740692139 time: 12:30:34.843442
- B/E: 70 / 298 , Gen_loss: -0.36010158 MI_loss: 21.798298 Detection error: 0.009792685508728027 time: 12:30:35.692434
- B/E: 71 / 298 , Gen_loss: -0.35242462 MI_loss: 21.413988 Detection error: 0.009798586368560791 time: 12:30:36.476072
- B/E: 72 / 298 , Gen_loss: -0.35441488 MI_loss: 21.44876 Detection error: 0.009795784950256348 time: 12:30:37.305544
- B/E: 73 / 298 , Gen_loss: -0.35555658 MI_loss: 21.703957 Detection error: 0.009795606136322021 time: 12:30:38.183413
- B/E: 74 / 298 , Gen_loss: -0.37849125 MI_loss: 23.02294 Detection error: 0.009795427322387695 time: 12:30:38.969317
- B/E: 75 / 298 , Gen_loss: -0.35992318 MI_loss: 21.794508 Detection error: 0.00977998971939087 time: 12:30:39.837426
- B/E: 76 / 298 , Gen_loss: -0.35245755 MI_loss: 21.356354 Detection error: 0.009787321090698242 time: 12:30:40.668895
- B/E: 77 / 298 , Gen_loss: -0.36863884 MI_loss: 22.191277 Detection error: 0.00978928804397583 time: 12:30:41.565822
- B/E: 78 / 298 , Gen_loss: -0.37042886 MI_loss: 22.37924 Detection error: 0.009775698184967041 time: 12:30:42.448234
- B/E: 79 / 298 , Gen_loss: -0.3634348 MI_loss: 22.049627 Detection error: 0.009785950183868408 time: 12:30:43.399121
- B/E: 80 / 298 , Gen_loss: -0.36128914 MI_loss: 21.9895 Detection error: 0.009796321392059326 time: 12:30:44.242366
- B/E: 81 / 298 , Gen_loss: -0.36932462 MI_loss: 22.313166 Detection error: 0.00978696346282959 time: 12:30:45.108400
- B/E: 82 / 298 , Gen_loss: -0.3555644 MI_loss: 21.419073 Detection error: 0.00978386402130127 time: 12:30:45.917457
- B/E: 83 / 298 , Gen_loss: -0.35347834 MI_loss: 21.44504 Detection error: 0.009787917137145996 time: 12:30:46.703618
- B/E: 84 / 298 , Gen_loss: -0.35411063 MI_loss: 21.39251 Detection error: 0.009784162044525146 time: 12:30:47.564824
- B/E: 85 / 298 , Gen_loss: -0.35581523 MI_loss: 21.485935 Detection error: 0.00976419448852539 time: 12:30:48.459615
- B/E: 86 / 298 , Gen_loss: -0.36523294 MI_loss: 21.947336 Detection error: 0.009763658046722412 time: 12:30:49.361988
- B/E: 87 / 298 , Gen_loss: -0.36083525 MI_loss: 21.870735 Detection error: 0.009751081466674805 time: 12:30:50.256208
- B/E: 88 / 298 , Gen_loss: -0.36517274 MI_loss: 22.173128 Detection error: 0.009742259979248047 time: 12:30:51.155799
- B/E: 89 / 298 , Gen_loss: -0.36258185 MI_loss: 21.934187 Detection error: 0.009750723838806152 time: 12:30:52.153462
- B/E: 90 / 298 , Gen_loss: -0.35823494 MI_loss: 21.698034 Detection error: 0.009756207466125488 time: 12:30:53.050266
- B/E: 91 / 298 , Gen_loss: -0.37377328 MI_loss: 22.703127 Detection error: 0.009756088256835938 time: 12:30:53.947694
- B/E: 92 / 298 , Gen_loss: -0.35418755 MI_loss: 21.353905 Detection error: 0.00974363088607788 time: 12:30:54.846870
- B/E: 93 / 298 , Gen_loss: -0.35825565 MI_loss: 21.867876 Detection error: 0.009740710258483887 time: 12:30:55.742029
- B/E: 94 / 298 , Gen_loss: -0.36102656 MI_loss: 22.138617 Detection error: 0.009754955768585205 time: 12:30:56.604892
- B/E: 95 / 298 , Gen_loss: -0.3615045 MI_loss: 21.94228 Detection error: 0.009763002395629883 time: 12:30:57.507805
- B/E: 96 / 298 , Gen_loss: -0.3529283 MI_loss: 21.438826 Detection error: 0.009758055210113525 time: 12:30:58.408866
- B/E: 97 / 298 , Gen_loss: -0.36542273 MI_loss: 22.133125 Detection error: 0.009753823280334473 time: 12:30:59.302323
- B/E: 98 / 298 , Gen_loss: -0.36260712 MI_loss: 22.024742 Detection error: 0.009746849536895752 time: 12:31:00.199008
- B/E: 99 / 298 , Gen_loss: -0.36225268 MI_loss: 21.764647 Detection error: 0.009741544723510742 time: 12:31:01.097673
- B/E: 100 / 298 , Gen_loss: -0.35832697 MI_loss: 21.774097 Detection error: 0.00974661111831665 time: 12:31:01.994695
- B/E: 101 / 298 , Gen_loss: -0.3607702 MI_loss: 21.931406 Detection error: 0.009753704071044922 time: 12:31:02.890566
- B/E: 102 / 298 , Gen_loss: -0.3734069 MI_loss: 22.630285 Detection error: 0.009750604629516602 time: 12:31:03.790813
- B/E: 103 / 298 , Gen_loss: -0.35865852 MI_loss: 21.775444 Detection error: 0.009747624397277832 time: 12:31:04.713657
- B/E: 104 / 298 , Gen_loss: -0.36547354 MI_loss: 22.15486 Detection error: 0.009749412536621094 time: 12:31:05.610542
- B/E: 105 / 298 , Gen_loss: -0.3488678 MI_loss: 21.157799 Detection error: 0.009746730327606201 time: 12:31:06.597499
- B/E: 106 / 298 , Gen_loss: -0.3706278 MI_loss: 22.600977 Detection error: 0.009751439094543457 time: 12:31:07.496367
- B/E: 107 / 298 , Gen_loss: -0.36776602 MI_loss: 22.364843 Detection error: 0.009749412536621094 time: 12:31:08.397058
- B/E: 108 / 298 , Gen_loss: -0.36798784 MI_loss: 22.285929 Detection error: 0.009752035140991211 time: 12:31:09.216383
- B/E: 109 / 298 , Gen_loss: -0.36146632 MI_loss: 21.792183 Detection error: 0.009747147560119629 time: 12:31:09.997700
- B/E: 110 / 298 , Gen_loss: -0.3533547 MI_loss: 21.256645 Detection error: 0.00974184274673462 time: 12:31:10.869668
- B/E: 111 / 298 , Gen_loss: -0.3596264 MI_loss: 21.914152 Detection error: 0.009737730026245117 time: 12:31:11.771432
- B/E: 112 / 298 , Gen_loss: -0.36347947 MI_loss: 22.03735 Detection error: 0.00973808765411377 time: 12:31:12.667952
- B/E: 113 / 298 , Gen_loss: -0.35799888 MI_loss: 21.844442 Detection error: 0.009741246700286865 time: 12:31:13.570367
- B/E: 114 / 298 , Gen_loss: -0.3550836 MI_loss: 21.57281 Detection error: 0.009746193885803223 time: 12:31:14.469421
- B/E: 115 / 298 , Gen_loss: -0.37134516 MI_loss: 22.507807 Detection error: 0.009741365909576416 time: 12:31:15.382068
- B/E: 116 / 298 , Gen_loss: -0.35745725 MI_loss: 21.701252 Detection error: 0.009739577770233154 time: 12:31:16.277411
- B/E: 117 / 298 , Gen_loss: -0.35052034 MI_loss: 21.333649 Detection error: 0.009737551212310791 time: 12:31:17.180423
- B/E: 118 / 298 , Gen_loss: -0.35073748 MI_loss: 21.23651 Detection error: 0.009731888771057129 time: 12:31:18.079060
- B/E: 119 / 298 , Gen_loss: -0.35431218 MI_loss: 21.367682 Detection error: 0.00972658395767212 time: 12:31:18.976415
- B/E: 120 / 298 , Gen_loss: -0.36756968 MI_loss: 22.25719 Detection error: 0.009726762771606445 time: 12:31:19.893623
- B/E: 121 / 298 , Gen_loss: -0.35557356 MI_loss: 21.685406 Detection error: 0.009734869003295898 time: 12:31:20.811204
- B/E: 122 / 298 , Gen_loss: -0.36895105 MI_loss: 22.233814 Detection error: 0.009723305702209473 time: 12:31:21.606651
- B/E: 123 / 298 , Gen_loss: -0.36726403 MI_loss: 22.281876 Detection error: 0.009718000888824463 time: 12:31:22.566469
- B/E: 124 / 298 , Gen_loss: -0.35588527 MI_loss: 21.542606 Detection error: 0.009718775749206543 time: 12:31:23.448731
- B/E: 125 / 298 , Gen_loss: -0.3525489 MI_loss: 21.295805 Detection error: 0.009722709655761719 time: 12:31:24.264011
- B/E: 126 / 298 , Gen_loss: -0.36412865 MI_loss: 22.183308 Detection error: 0.009726643562316895 time: 12:31:25.170407
- B/E: 127 / 298 , Gen_loss: -0.36137334 MI_loss: 22.005943 Detection error: 0.009727299213409424 time: 12:31:25.989109
- B/E: 128 / 298 , Gen_loss: -0.34524453 MI_loss: 20.909698 Detection error: 0.009736180305480957 time: 12:31:26.855447
- B/E: 129 / 298 , Gen_loss: -0.3723406 MI_loss: 22.613625 Detection error: 0.00974041223526001 time: 12:31:27.741330
- B/E: 130 / 298 , Gen_loss: -0.35518262 MI_loss: 21.539902 Detection error: 0.009749054908752441 time: 12:31:28.573112
- B/E: 131 / 298 , Gen_loss: -0.3667796 MI_loss: 22.154316 Detection error: 0.009753286838531494 time: 12:31:29.345577
- B/E: 132 / 298 , Gen_loss: -0.37149474 MI_loss: 22.427923 Detection error: 0.009749293327331543 time: 12:31:30.120431
- B/E: 133 / 298 , Gen_loss: -0.36806005 MI_loss: 22.358366 Detection error: 0.009754419326782227 time: 12:31:30.941046
- B/E: 134 / 298 , Gen_loss: -0.3558291 MI_loss: 21.589455 Detection error: 0.009759485721588135 time: 12:31:31.808308
- B/E: 135 / 298 , Gen_loss: -0.36321276 MI_loss: 21.908163 Detection error: 0.009762406349182129 time: 12:31:32.692760
- B/E: 136 / 298 , Gen_loss: -0.37099314 MI_loss: 22.511251 Detection error: 0.009765028953552246 time: 12:31:33.583299
- B/E: 137 / 298 , Gen_loss: -0.3541185 MI_loss: 21.493856 Detection error: 0.009767651557922363 time: 12:31:34.477494
- B/E: 138 / 298 , Gen_loss: -0.36415645 MI_loss: 22.152105 Detection error: 0.009768009185791016 time: 12:31:35.272910
- B/E: 139 / 298 , Gen_loss: -0.35873592 MI_loss: 21.837364 Detection error: 0.009776115417480469 time: 12:31:36.144046
- B/E: 140 / 298 , Gen_loss: -0.35669062 MI_loss: 21.39987 Detection error: 0.00977480411529541 time: 12:31:37.028681
- B/E: 141 / 298 , Gen_loss: -0.36831212 MI_loss: 22.249577 Detection error: 0.009770691394805908 time: 12:31:37.912335
- B/E: 142 / 298 , Gen_loss: -0.3559052 MI_loss: 21.713568 Detection error: 0.009765088558197021 time: 12:31:38.803569
- B/E: 143 / 298 , Gen_loss: -0.36705118 MI_loss: 22.207153 Detection error: 0.009765863418579102 time: 12:31:39.686541
- B/E: 144 / 298 , Gen_loss: -0.35936314 MI_loss: 21.841703 Detection error: 0.009777605533599854 time: 12:31:40.574109
- B/E: 145 / 298 , Gen_loss: -0.3601275 MI_loss: 21.729628 Detection error: 0.009780585765838623 time: 12:31:41.461469
- B/E: 146 / 298 , Gen_loss: -0.361404 MI_loss: 21.77492 Detection error: 0.009782731533050537 time: 12:31:42.348389
- B/E: 147 / 298 , Gen_loss: -0.36633214 MI_loss: 22.072279 Detection error: 0.009783387184143066 time: 12:31:43.166639
- B/E: 148 / 298 , Gen_loss: -0.37322402 MI_loss: 22.756155 Detection error: 0.009784579277038574 time: 12:31:43.972691
- B/E: 149 / 298 , Gen_loss: -0.36477882 MI_loss: 22.208334 Detection error: 0.009792089462280273 time: 12:31:44.854672
-
- Test Loss: 10.266678 Test Error: 0.010625004768371582
- -----
- EPOCH: 299
- B/E: 0 / 299 , Gen_loss: -0.36287442 MI_loss: 21.938137 Detection error: 0.009843766689300537 time: 12:31:46.855085
- B/E: 1 / 299 , Gen_loss: -0.3502878 MI_loss: 21.180798 Detection error: 0.01015627384185791 time: 12:32:31.930103
- B/E: 2 / 299 , Gen_loss: -0.36080015 MI_loss: 21.630793 Detection error: 0.009666681289672852 time: 12:32:32.954359
- B/E: 3 / 299 , Gen_loss: -0.3539229 MI_loss: 21.494305 Detection error: 0.00963282585144043 time: 12:32:33.853569
- B/E: 4 / 299 , Gen_loss: -0.37081856 MI_loss: 22.477514 Detection error: 0.00966876745223999 time: 12:32:34.744525
- B/E: 5 / 299 , Gen_loss: -0.35892418 MI_loss: 21.851305 Detection error: 0.009692728519439697 time: 12:32:35.628572
- B/E: 6 / 299 , Gen_loss: -0.35997343 MI_loss: 21.915163 Detection error: 0.009754478931427002 time: 12:32:36.522522
- B/E: 7 / 299 , Gen_loss: -0.34651822 MI_loss: 21.08285 Detection error: 0.00980079174041748 time: 12:32:37.422906
- B/E: 8 / 299 , Gen_loss: -0.36105385 MI_loss: 21.814041 Detection error: 0.009722232818603516 time: 12:32:38.312410
- B/E: 9 / 299 , Gen_loss: -0.36520088 MI_loss: 22.295427 Detection error: 0.009662508964538574 time: 12:32:39.205292
- B/E: 10 / 299 , Gen_loss: -0.36204404 MI_loss: 21.921938 Detection error: 0.009678959846496582 time: 12:32:40.093878
- B/E: 11 / 299 , Gen_loss: -0.36767754 MI_loss: 22.256008 Detection error: 0.009763002395629883 time: 12:32:40.983740
- B/E: 12 / 299 , Gen_loss: -0.35829312 MI_loss: 21.71374 Detection error: 0.009759604930877686 time: 12:32:41.884891
- B/E: 13 / 299 , Gen_loss: -0.3622235 MI_loss: 21.93838 Detection error: 0.009785711765289307 time: 12:32:42.779109
- B/E: 14 / 299 , Gen_loss: -0.35802978 MI_loss: 21.664917 Detection error: 0.00976252555847168 time: 12:32:43.663246
- B/E: 15 / 299 , Gen_loss: -0.37120968 MI_loss: 22.499699 Detection error: 0.009767591953277588 time: 12:32:44.564923
- B/E: 16 / 299 , Gen_loss: -0.36007217 MI_loss: 21.75561 Detection error: 0.009740829467773438 time: 12:32:45.453769
- B/E: 17 / 299 , Gen_loss: -0.35759366 MI_loss: 21.587206 Detection error: 0.009748280048370361 time: 12:32:46.337752
- B/E: 18 / 299 , Gen_loss: -0.35330766 MI_loss: 21.309065 Detection error: 0.009717106819152832 time: 12:32:47.321027
- B/E: 19 / 299 , Gen_loss: -0.3598668 MI_loss: 21.950377 Detection error: 0.009720325469970703 time: 12:32:48.202855
- B/E: 20 / 299 , Gen_loss: -0.36063775 MI_loss: 21.81305 Detection error: 0.00976341962814331 time: 12:32:49.005201
- B/E: 21 / 299 , Gen_loss: -0.35563436 MI_loss: 21.635798 Detection error: 0.009761393070220947 time: 12:32:49.821788
- B/E: 22 / 299 , Gen_loss: -0.3674965 MI_loss: 22.063736 Detection error: 0.009737789630889893 time: 12:32:50.720685
- B/E: 23 / 299 , Gen_loss: -0.35690215 MI_loss: 21.676697 Detection error: 0.009740889072418213 time: 12:32:51.601204
- B/E: 24 / 299 , Gen_loss: -0.3543739 MI_loss: 21.371153 Detection error: 0.009716272354125977 time: 12:32:52.486376
- B/E: 25 / 299 , Gen_loss: -0.358058 MI_loss: 21.721352 Detection error: 0.009735584259033203 time: 12:32:53.370412
- B/E: 26 / 299 , Gen_loss: -0.36937192 MI_loss: 22.44558 Detection error: 0.009784698486328125 time: 12:32:54.219807
- B/E: 27 / 299 , Gen_loss: -0.3693731 MI_loss: 22.498709 Detection error: 0.009785711765289307 time: 12:32:55.037922
- B/E: 28 / 299 , Gen_loss: -0.35433167 MI_loss: 21.504606 Detection error: 0.009804964065551758 time: 12:32:55.930924
- B/E: 29 / 299 , Gen_loss: -0.36423144 MI_loss: 22.10728 Detection error: 0.00981980562210083 time: 12:32:56.811535
- B/E: 30 / 299 , Gen_loss: -0.35123464 MI_loss: 21.241856 Detection error: 0.009794354438781738 time: 12:32:57.693599
- B/E: 31 / 299 , Gen_loss: -0.3611307 MI_loss: 21.767492 Detection error: 0.009760737419128418 time: 12:32:58.676819
- B/E: 32 / 299 , Gen_loss: -0.3572896 MI_loss: 21.832212 Detection error: 0.009791672229766846 time: 12:32:59.559351
- B/E: 33 / 299 , Gen_loss: -0.36226133 MI_loss: 21.945019 Detection error: 0.009767472743988037 time: 12:33:00.442316
- B/E: 34 / 299 , Gen_loss: -0.34972563 MI_loss: 21.258402 Detection error: 0.00976872444152832 time: 12:33:01.328204
- B/E: 35 / 299 , Gen_loss: -0.36410698 MI_loss: 22.083694 Detection error: 0.009754359722137451 time: 12:33:02.212568
- B/E: 36 / 299 , Gen_loss: -0.36324012 MI_loss: 21.944206 Detection error: 0.009750843048095703 time: 12:33:03.097897
- B/E: 37 / 299 , Gen_loss: -0.36902496 MI_loss: 22.376783 Detection error: 0.009750843048095703 time: 12:33:03.983699
- B/E: 38 / 299 , Gen_loss: -0.3597463 MI_loss: 21.932693 Detection error: 0.009770035743713379 time: 12:33:04.803541
- B/E: 39 / 299 , Gen_loss: -0.3613897 MI_loss: 21.853632 Detection error: 0.009755492210388184 time: 12:33:05.696508
- B/E: 40 / 299 , Gen_loss: -0.3628872 MI_loss: 22.075726 Detection error: 0.009755313396453857 time: 12:33:06.584822
- B/E: 41 / 299 , Gen_loss: -0.35554636 MI_loss: 21.600067 Detection error: 0.009757459163665771 time: 12:33:07.488878
- B/E: 42 / 299 , Gen_loss: -0.36589634 MI_loss: 22.06579 Detection error: 0.009746372699737549 time: 12:33:08.420854
- B/E: 43 / 299 , Gen_loss: -0.36760315 MI_loss: 22.224422 Detection error: 0.009751439094543457 time: 12:33:09.307214
- B/E: 44 / 299 , Gen_loss: -0.3750061 MI_loss: 22.74151 Detection error: 0.009758353233337402 time: 12:33:10.200101
- B/E: 45 / 299 , Gen_loss: -0.35377768 MI_loss: 21.378275 Detection error: 0.009766995906829834 time: 12:33:11.022516
- B/E: 46 / 299 , Gen_loss: -0.3566931 MI_loss: 21.560938 Detection error: 0.009779930114746094 time: 12:33:11.794833
- B/E: 47 / 299 , Gen_loss: -0.3553273 MI_loss: 21.594494 Detection error: 0.00978386402130127 time: 12:33:12.587516
- B/E: 48 / 299 , Gen_loss: -0.3633835 MI_loss: 22.09823 Detection error: 0.009805500507354736 time: 12:33:13.450888
- B/E: 49 / 299 , Gen_loss: -0.35550037 MI_loss: 21.54583 Detection error: 0.00980997085571289 time: 12:33:14.256980
- B/E: 50 / 299 , Gen_loss: -0.35305238 MI_loss: 21.510902 Detection error: 0.009817421436309814 time: 12:33:15.191751
- B/E: 51 / 299 , Gen_loss: -0.35065666 MI_loss: 21.20196 Detection error: 0.009810090065002441 time: 12:33:16.093428
- B/E: 52 / 299 , Gen_loss: -0.36129475 MI_loss: 21.78399 Detection error: 0.009805440902709961 time: 12:33:16.988775
- B/E: 53 / 299 , Gen_loss: -0.3538389 MI_loss: 21.306644 Detection error: 0.009821772575378418 time: 12:33:17.887275
- B/E: 54 / 299 , Gen_loss: -0.35455674 MI_loss: 21.64154 Detection error: 0.009822726249694824 time: 12:33:18.794226
- B/E: 55 / 299 , Gen_loss: -0.3639678 MI_loss: 22.03696 Detection error: 0.009805798530578613 time: 12:33:19.690883
- B/E: 56 / 299 , Gen_loss: -0.3573895 MI_loss: 21.594723 Detection error: 0.009792745113372803 time: 12:33:20.594469
- B/E: 57 / 299 , Gen_loss: -0.3655882 MI_loss: 21.98992 Detection error: 0.009786665439605713 time: 12:33:21.491194
- B/E: 58 / 299 , Gen_loss: -0.3695969 MI_loss: 22.384731 Detection error: 0.009774386882781982 time: 12:33:22.384930
- B/E: 59 / 299 , Gen_loss: -0.35934144 MI_loss: 21.807888 Detection error: 0.009792685508728027 time: 12:33:23.292486
- B/E: 60 / 299 , Gen_loss: -0.34999022 MI_loss: 21.164984 Detection error: 0.009784340858459473 time: 12:33:24.201348
- B/E: 61 / 299 , Gen_loss: -0.36029792 MI_loss: 21.843018 Detection error: 0.009782254695892334 time: 12:33:25.095970
- B/E: 62 / 299 , Gen_loss: -0.36186802 MI_loss: 22.057152 Detection error: 0.009791672229766846 time: 12:33:26.055688
- B/E: 63 / 299 , Gen_loss: -0.3656182 MI_loss: 22.213287 Detection error: 0.009791970252990723 time: 12:33:27.061888
- B/E: 64 / 299 , Gen_loss: -0.3637174 MI_loss: 22.057755 Detection error: 0.009784162044525146 time: 12:33:27.985350
- B/E: 65 / 299 , Gen_loss: -0.3565053 MI_loss: 21.532188 Detection error: 0.009785056114196777 time: 12:33:28.902780
- B/E: 66 / 299 , Gen_loss: -0.37176567 MI_loss: 22.519821 Detection error: 0.009784996509552002 time: 12:33:29.800085
- B/E: 67 / 299 , Gen_loss: -0.37454465 MI_loss: 22.56488 Detection error: 0.009772062301635742 time: 12:33:30.696630
- B/E: 68 / 299 , Gen_loss: -0.35928658 MI_loss: 21.74136 Detection error: 0.009778082370758057 time: 12:33:31.597031
- B/E: 69 / 299 , Gen_loss: -0.36230898 MI_loss: 21.951805 Detection error: 0.009785711765289307 time: 12:33:32.501484
- B/E: 70 / 299 , Gen_loss: -0.36416724 MI_loss: 22.161938 Detection error: 0.0097847580909729 time: 12:33:33.421616
- B/E: 71 / 299 , Gen_loss: -0.34411246 MI_loss: 20.965857 Detection error: 0.00978994369506836 time: 12:33:34.320400
- B/E: 72 / 299 , Gen_loss: -0.36181158 MI_loss: 21.938856 Detection error: 0.009788095951080322 time: 12:33:35.219887
- B/E: 73 / 299 , Gen_loss: -0.35846448 MI_loss: 21.787022 Detection error: 0.00978165864944458 time: 12:33:36.123661
- B/E: 74 / 299 , Gen_loss: -0.3571681 MI_loss: 21.6679 Detection error: 0.009782075881958008 time: 12:33:37.024198
- B/E: 75 / 299 , Gen_loss: -0.35387203 MI_loss: 21.536497 Detection error: 0.009774267673492432 time: 12:33:37.922009
- B/E: 76 / 299 , Gen_loss: -0.36040807 MI_loss: 21.899784 Detection error: 0.009777605533599854 time: 12:33:38.816172
- B/E: 77 / 299 , Gen_loss: -0.3533695 MI_loss: 21.398596 Detection error: 0.00977325439453125 time: 12:33:39.715397
- B/E: 78 / 299 , Gen_loss: -0.35654002 MI_loss: 21.604805 Detection error: 0.00976860523223877 time: 12:33:40.613611
- B/E: 79 / 299 , Gen_loss: -0.36408547 MI_loss: 22.03235 Detection error: 0.009778141975402832 time: 12:33:41.607177
- B/E: 80 / 299 , Gen_loss: -0.37026882 MI_loss: 22.33391 Detection error: 0.009787440299987793 time: 12:33:42.501215
- B/E: 81 / 299 , Gen_loss: -0.36186644 MI_loss: 21.895054 Detection error: 0.00978010892868042 time: 12:33:43.406716
- B/E: 82 / 299 , Gen_loss: -0.36447492 MI_loss: 22.081766 Detection error: 0.009774446487426758 time: 12:33:44.301305
- B/E: 83 / 299 , Gen_loss: -0.3688558 MI_loss: 22.395237 Detection error: 0.009775698184967041 time: 12:33:45.197037
- B/E: 84 / 299 , Gen_loss: -0.35589108 MI_loss: 21.596956 Detection error: 0.009774982929229736 time: 12:33:46.097078
- B/E: 85 / 299 , Gen_loss: -0.36542454 MI_loss: 21.87527 Detection error: 0.009754717350006104 time: 12:33:47.006127
- B/E: 86 / 299 , Gen_loss: -0.3662071 MI_loss: 22.097206 Detection error: 0.00975644588470459 time: 12:33:47.905337
- B/E: 87 / 299 , Gen_loss: -0.35446784 MI_loss: 21.440243 Detection error: 0.009739339351654053 time: 12:33:48.806944
- B/E: 88 / 299 , Gen_loss: -0.36439478 MI_loss: 22.050842 Detection error: 0.009731769561767578 time: 12:33:49.703623
- B/E: 89 / 299 , Gen_loss: -0.36820313 MI_loss: 22.357584 Detection error: 0.00974130630493164 time: 12:33:50.594228
- B/E: 90 / 299 , Gen_loss: -0.36113384 MI_loss: 21.936054 Detection error: 0.009735941886901855 time: 12:33:51.481202
- B/E: 91 / 299 , Gen_loss: -0.35016468 MI_loss: 21.177263 Detection error: 0.009744584560394287 time: 12:33:52.359170
- B/E: 92 / 299 , Gen_loss: -0.3491847 MI_loss: 21.008314 Detection error: 0.009732544422149658 time: 12:33:53.265310
- B/E: 93 / 299 , Gen_loss: -0.3631986 MI_loss: 21.814276 Detection error: 0.009734034538269043 time: 12:33:54.168341
- B/E: 94 / 299 , Gen_loss: -0.35868442 MI_loss: 21.81451 Detection error: 0.009748697280883789 time: 12:33:55.068620
- B/E: 95 / 299 , Gen_loss: -0.36520123 MI_loss: 22.230988 Detection error: 0.009752929210662842 time: 12:33:56.053297
- B/E: 96 / 299 , Gen_loss: -0.35943538 MI_loss: 21.73823 Detection error: 0.009747445583343506 time: 12:33:56.952550
- B/E: 97 / 299 , Gen_loss: -0.3718652 MI_loss: 22.591331 Detection error: 0.009744882583618164 time: 12:33:57.849443
- B/E: 98 / 299 , Gen_loss: -0.35958296 MI_loss: 21.760893 Detection error: 0.009740233421325684 time: 12:33:58.745028
- B/E: 99 / 299 , Gen_loss: -0.36246616 MI_loss: 22.030495 Detection error: 0.009735286235809326 time: 12:33:59.643905
- B/E: 100 / 299 , Gen_loss: -0.36350024 MI_loss: 22.002926 Detection error: 0.009741365909576416 time: 12:34:00.545239
- B/E: 101 / 299 , Gen_loss: -0.3548752 MI_loss: 21.45195 Detection error: 0.009746015071868896 time: 12:34:01.443427
- B/E: 102 / 299 , Gen_loss: -0.35718206 MI_loss: 21.800638 Detection error: 0.009745478630065918 time: 12:34:02.351854
- B/E: 103 / 299 , Gen_loss: -0.36445773 MI_loss: 22.042103 Detection error: 0.009745180606842041 time: 12:34:03.248417
- B/E: 104 / 299 , Gen_loss: -0.36314976 MI_loss: 21.881126 Detection error: 0.009746730327606201 time: 12:34:04.148872
- B/E: 105 / 299 , Gen_loss: -0.35480788 MI_loss: 21.52849 Detection error: 0.009740293025970459 time: 12:34:05.070885
- B/E: 106 / 299 , Gen_loss: -0.35527417 MI_loss: 21.53952 Detection error: 0.009743869304656982 time: 12:34:05.970922
- B/E: 107 / 299 , Gen_loss: -0.3669106 MI_loss: 22.247923 Detection error: 0.009746551513671875 time: 12:34:06.869753
- B/E: 108 / 299 , Gen_loss: -0.3559206 MI_loss: 21.574959 Detection error: 0.009747982025146484 time: 12:34:07.784316
- B/E: 109 / 299 , Gen_loss: -0.36937368 MI_loss: 22.311352 Detection error: 0.00974661111831665 time: 12:34:08.682838
- B/E: 110 / 299 , Gen_loss: -0.36155218 MI_loss: 21.776709 Detection error: 0.009733378887176514 time: 12:34:09.584702
- B/E: 111 / 299 , Gen_loss: -0.36095476 MI_loss: 21.714363 Detection error: 0.009736597537994385 time: 12:34:10.598369
- B/E: 112 / 299 , Gen_loss: -0.3624003 MI_loss: 21.794594 Detection error: 0.009731173515319824 time: 12:34:11.496106
- B/E: 113 / 299 , Gen_loss: -0.36880773 MI_loss: 22.501871 Detection error: 0.009737372398376465 time: 12:34:12.394790
- B/E: 114 / 299 , Gen_loss: -0.36443856 MI_loss: 22.267088 Detection error: 0.009740471839904785 time: 12:34:13.296480
- B/E: 115 / 299 , Gen_loss: -0.35740498 MI_loss: 21.50705 Detection error: 0.009733021259307861 time: 12:34:14.194217
- B/E: 116 / 299 , Gen_loss: -0.35855263 MI_loss: 21.794516 Detection error: 0.009732365608215332 time: 12:34:15.091232
- B/E: 117 / 299 , Gen_loss: -0.35956272 MI_loss: 21.801239 Detection error: 0.009731471538543701 time: 12:34:15.990616
- B/E: 118 / 299 , Gen_loss: -0.35608613 MI_loss: 21.597244 Detection error: 0.009727954864501953 time: 12:34:16.887599
- B/E: 119 / 299 , Gen_loss: -0.3535029 MI_loss: 21.384432 Detection error: 0.009722650051116943 time: 12:34:17.787774
- B/E: 120 / 299 , Gen_loss: -0.3526207 MI_loss: 21.589859 Detection error: 0.009719550609588623 time: 12:34:18.688951
- B/E: 121 / 299 , Gen_loss: -0.36498255 MI_loss: 22.214054 Detection error: 0.00972592830657959 time: 12:34:19.565872
- B/E: 122 / 299 , Gen_loss: -0.36496523 MI_loss: 22.1342 Detection error: 0.009722590446472168 time: 12:34:20.471469
- B/E: 123 / 299 , Gen_loss: -0.35438284 MI_loss: 21.371826 Detection error: 0.009714722633361816 time: 12:34:21.393187
- B/E: 124 / 299 , Gen_loss: -0.36044702 MI_loss: 21.87103 Detection error: 0.009713470935821533 time: 12:34:22.293646
- B/E: 125 / 299 , Gen_loss: -0.35674253 MI_loss: 21.66769 Detection error: 0.009716272354125977 time: 12:34:23.198135
- B/E: 126 / 299 , Gen_loss: -0.36047798 MI_loss: 21.780949 Detection error: 0.009726107120513916 time: 12:34:24.103396
- B/E: 127 / 299 , Gen_loss: -0.36425236 MI_loss: 22.211262 Detection error: 0.00972658395767212 time: 12:34:25.089264
- B/E: 128 / 299 , Gen_loss: -0.35302302 MI_loss: 21.494478 Detection error: 0.009732544422149658 time: 12:34:25.991608
- B/E: 129 / 299 , Gen_loss: -0.35729346 MI_loss: 21.829844 Detection error: 0.009738683700561523 time: 12:34:26.901242
- B/E: 130 / 299 , Gen_loss: -0.3637036 MI_loss: 22.00391 Detection error: 0.009740710258483887 time: 12:34:27.795452
- B/E: 131 / 299 , Gen_loss: -0.3537844 MI_loss: 21.416586 Detection error: 0.009748101234436035 time: 12:34:28.680876
- B/E: 132 / 299 , Gen_loss: -0.35956666 MI_loss: 21.785702 Detection error: 0.00974363088607788 time: 12:34:29.564052
- B/E: 133 / 299 , Gen_loss: -0.36990708 MI_loss: 22.318565 Detection error: 0.009743452072143555 time: 12:34:30.444016
- B/E: 134 / 299 , Gen_loss: -0.36730236 MI_loss: 22.338243 Detection error: 0.009755313396453857 time: 12:34:31.332732
- B/E: 135 / 299 , Gen_loss: -0.36315507 MI_loss: 22.028196 Detection error: 0.009753704071044922 time: 12:34:32.228722
- B/E: 136 / 299 , Gen_loss: -0.34800297 MI_loss: 21.254374 Detection error: 0.009760737419128418 time: 12:34:33.129104
- B/E: 137 / 299 , Gen_loss: -0.35635418 MI_loss: 21.531096 Detection error: 0.009759306907653809 time: 12:34:34.025559
- B/E: 138 / 299 , Gen_loss: -0.35072398 MI_loss: 21.310974 Detection error: 0.009762167930603027 time: 12:34:34.922291
- B/E: 139 / 299 , Gen_loss: -0.35922495 MI_loss: 21.770123 Detection error: 0.00976783037185669 time: 12:34:35.819583
- B/E: 140 / 299 , Gen_loss: -0.35480285 MI_loss: 21.621536 Detection error: 0.00976419448852539 time: 12:34:36.666558
- B/E: 141 / 299 , Gen_loss: -0.35977045 MI_loss: 21.76612 Detection error: 0.009760797023773193 time: 12:34:37.479558
- B/E: 142 / 299 , Gen_loss: -0.35994464 MI_loss: 21.675953 Detection error: 0.009761154651641846 time: 12:34:38.387423
- B/E: 143 / 299 , Gen_loss: -0.36794844 MI_loss: 22.25716 Detection error: 0.009759306907653809 time: 12:34:39.356184
- B/E: 144 / 299 , Gen_loss: -0.36227918 MI_loss: 21.952633 Detection error: 0.009772181510925293 time: 12:34:40.190869
- B/E: 145 / 299 , Gen_loss: -0.3602447 MI_loss: 21.657093 Detection error: 0.009775280952453613 time: 12:34:40.980298
- B/E: 146 / 299 , Gen_loss: -0.35402703 MI_loss: 21.444382 Detection error: 0.00977468490600586 time: 12:34:41.809852
- B/E: 147 / 299 , Gen_loss: -0.35905406 MI_loss: 21.83734 Detection error: 0.009777426719665527 time: 12:34:42.718742
- B/E: 148 / 299 , Gen_loss: -0.35123387 MI_loss: 21.196947 Detection error: 0.00978022813796997 time: 12:34:43.617559
- B/E: 149 / 299 , Gen_loss: -0.3653695 MI_loss: 22.112309 Detection error: 0.009786248207092285 time: 12:34:44.515329
-
- Test Loss: 10.263043 Test Error: 0.010633349418640137
-
- Minimal Test Error: 0.010599970817565918
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