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- 2023-02-07 23:18:53,186 - INFO] DVC training
- 2023-02-07 23:18:53,187 - INFO] config :
- 2023-02-07 23:18:53,198 - INFO] {
- "tot_epoch": 10000,
- "tot_step": 2000000,
- "train_lambda": 1024,
- "lr": {
- "base": 0.0001,
- "decay": 0.1,
- "decay_interval": 1800000
- }
- }
-
- 2023-02-08 06:46:19,050 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 06:46:19,064 - INFO] Train epoch 0, global_step 4403: [100/19980 (1%)] rd_loss: 2.113 | psnr: 31.70691 | warppsnr: 27.72195 | bpp: 1.05923 | bpp_feature: 0.23074 | bpp_z: 0.02402 | bpp_mv: 0.80447 | interpsnr: 27.95
- 2023-02-08 06:50:41,183 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 06:50:41,185 - INFO] Train epoch 0, global_step 4503: [200/19980 (1%)] rd_loss: 2.024 | psnr: 31.87471 | warppsnr: 27.69743 | bpp: 1.00574 | bpp_feature: 0.21363 | bpp_z: 0.02342 | bpp_mv: 0.76869 | interpsnr: 28.08
- 2023-02-08 06:55:05,424 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 06:55:05,426 - INFO] Train epoch 0, global_step 4603: [300/19980 (2%)] rd_loss: 1.876 | psnr: 32.50605 | warppsnr: 28.23468 | bpp: 0.97692 | bpp_feature: 0.20242 | bpp_z: 0.02263 | bpp_mv: 0.75188 | interpsnr: 28.53
- 2023-02-08 06:59:30,188 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 06:59:30,190 - INFO] Train epoch 0, global_step 4703: [400/19980 (2%)] rd_loss: 1.778 | psnr: 32.72914 | warppsnr: 28.80256 | bpp: 0.95191 | bpp_feature: 0.20051 | bpp_z: 0.02203 | bpp_mv: 0.72936 | interpsnr: 29.06
- 2023-02-08 07:03:52,833 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:03:52,834 - INFO] Train epoch 0, global_step 4803: [500/19980 (3%)] rd_loss: 1.891 | psnr: 32.13012 | warppsnr: 28.09113 | bpp: 0.93397 | bpp_feature: 0.20131 | bpp_z: 0.02157 | bpp_mv: 0.71109 | interpsnr: 28.38
- 2023-02-08 07:08:16,712 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:08:16,714 - INFO] Train epoch 0, global_step 4903: [600/19980 (3%)] rd_loss: 1.869 | psnr: 32.16094 | warppsnr: 28.21940 | bpp: 0.92026 | bpp_feature: 0.21302 | bpp_z: 0.02094 | bpp_mv: 0.68629 | interpsnr: 28.48
- 2023-02-08 07:12:40,574 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:12:40,576 - INFO] Train epoch 0, global_step 5003: [700/19980 (4%)] rd_loss: 1.803 | psnr: 32.35121 | warppsnr: 28.21781 | bpp: 0.89934 | bpp_feature: 0.20512 | bpp_z: 0.02034 | bpp_mv: 0.67388 | interpsnr: 28.52
- 2023-02-08 07:17:04,668 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:17:04,669 - INFO] Train epoch 0, global_step 5103: [800/19980 (4%)] rd_loss: 1.828 | psnr: 32.38818 | warppsnr: 27.85017 | bpp: 0.90359 | bpp_feature: 0.21493 | bpp_z: 0.02001 | bpp_mv: 0.66866 | interpsnr: 28.26
- 2023-02-08 07:21:30,034 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:21:30,036 - INFO] Train epoch 0, global_step 5203: [900/19980 (5%)] rd_loss: 1.830 | psnr: 32.16751 | warppsnr: 28.25250 | bpp: 0.85683 | bpp_feature: 0.19872 | bpp_z: 0.01930 | bpp_mv: 0.63881 | interpsnr: 28.53
- 2023-02-08 07:25:55,486 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:25:55,488 - INFO] Train epoch 0, global_step 5303: [1000/19980 (5%)] rd_loss: 1.686 | psnr: 32.65149 | warppsnr: 28.55073 | bpp: 0.84322 | bpp_feature: 0.19814 | bpp_z: 0.01887 | bpp_mv: 0.62621 | interpsnr: 28.85
- 2023-02-08 07:30:24,167 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:30:24,168 - INFO] Train epoch 0, global_step 5403: [1100/19980 (6%)] rd_loss: 1.664 | psnr: 32.67392 | warppsnr: 28.67071 | bpp: 0.82997 | bpp_feature: 0.19518 | bpp_z: 0.01833 | bpp_mv: 0.61647 | interpsnr: 28.97
- 2023-02-08 07:34:54,089 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:34:54,091 - INFO] Train epoch 0, global_step 5503: [1200/19980 (6%)] rd_loss: 1.685 | psnr: 32.60268 | warppsnr: 28.39012 | bpp: 0.82031 | bpp_feature: 0.19773 | bpp_z: 0.01800 | bpp_mv: 0.60458 | interpsnr: 28.69
- 2023-02-08 07:39:26,104 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:39:26,115 - INFO] Train epoch 0, global_step 5603: [1300/19980 (7%)] rd_loss: 1.691 | psnr: 32.54287 | warppsnr: 28.22923 | bpp: 0.80918 | bpp_feature: 0.20468 | bpp_z: 0.01763 | bpp_mv: 0.58686 | interpsnr: 28.60
- 2023-02-08 07:44:00,769 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:44:00,770 - INFO] Train epoch 0, global_step 5703: [1400/19980 (7%)] rd_loss: 1.665 | psnr: 32.60806 | warppsnr: 28.24061 | bpp: 0.78783 | bpp_feature: 0.19903 | bpp_z: 0.01726 | bpp_mv: 0.57154 | interpsnr: 28.56
- 2023-02-08 07:48:35,876 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:48:35,895 - INFO] Train epoch 0, global_step 5803: [1500/19980 (8%)] rd_loss: 1.642 | psnr: 32.74486 | warppsnr: 28.23646 | bpp: 0.78674 | bpp_feature: 0.20188 | bpp_z: 0.01675 | bpp_mv: 0.56811 | interpsnr: 28.58
- 2023-02-08 07:53:09,863 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:53:09,865 - INFO] Train epoch 0, global_step 5903: [1600/19980 (8%)] rd_loss: 1.661 | psnr: 32.59533 | warppsnr: 28.17626 | bpp: 0.76416 | bpp_feature: 0.19921 | bpp_z: 0.01629 | bpp_mv: 0.54866 | interpsnr: 28.52
- 2023-02-08 07:57:45,718 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 07:57:45,732 - INFO] Train epoch 0, global_step 6003: [1700/19980 (9%)] rd_loss: 1.535 | psnr: 32.97925 | warppsnr: 28.74332 | bpp: 0.73800 | bpp_feature: 0.18593 | bpp_z: 0.01589 | bpp_mv: 0.53617 | interpsnr: 29.04
- 2023-02-08 08:02:18,425 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:02:18,427 - INFO] Train epoch 0, global_step 6103: [1800/19980 (9%)] rd_loss: 1.569 | psnr: 32.84256 | warppsnr: 28.49742 | bpp: 0.72997 | bpp_feature: 0.19118 | bpp_z: 0.01579 | bpp_mv: 0.52300 | interpsnr: 28.82
- 2023-02-08 08:06:53,155 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:06:53,157 - INFO] Train epoch 0, global_step 6203: [1900/19980 (10%)] rd_loss: 1.625 | psnr: 32.71097 | warppsnr: 28.03673 | bpp: 0.73342 | bpp_feature: 0.19641 | bpp_z: 0.01553 | bpp_mv: 0.52148 | interpsnr: 28.41
- 2023-02-08 08:11:27,280 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:11:27,281 - INFO] Train epoch 0, global_step 6303: [2000/19980 (10%)] rd_loss: 1.554 | psnr: 32.70264 | warppsnr: 28.42289 | bpp: 0.71308 | bpp_feature: 0.18703 | bpp_z: 0.01502 | bpp_mv: 0.51103 | interpsnr: 28.79
- 2023-02-08 08:16:00,486 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:16:00,488 - INFO] Train epoch 0, global_step 6403: [2100/19980 (11%)] rd_loss: 1.538 | psnr: 32.84738 | warppsnr: 28.37417 | bpp: 0.69009 | bpp_feature: 0.18251 | bpp_z: 0.01474 | bpp_mv: 0.49283 | interpsnr: 28.74
- 2023-02-08 08:20:34,997 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:20:34,999 - INFO] Train epoch 0, global_step 6503: [2200/19980 (11%)] rd_loss: 1.539 | psnr: 32.71857 | warppsnr: 28.38292 | bpp: 0.67877 | bpp_feature: 0.18658 | bpp_z: 0.01441 | bpp_mv: 0.47778 | interpsnr: 28.70
- 2023-02-08 08:25:07,299 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:25:07,300 - INFO] Train epoch 0, global_step 6603: [2300/19980 (12%)] rd_loss: 1.565 | psnr: 32.55999 | warppsnr: 28.22003 | bpp: 0.66562 | bpp_feature: 0.18608 | bpp_z: 0.01410 | bpp_mv: 0.46544 | interpsnr: 28.58
- 2023-02-08 08:29:37,515 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:29:37,517 - INFO] Train epoch 0, global_step 6703: [2400/19980 (12%)] rd_loss: 1.475 | psnr: 33.02816 | warppsnr: 28.41403 | bpp: 0.66264 | bpp_feature: 0.18326 | bpp_z: 0.01382 | bpp_mv: 0.46556 | interpsnr: 28.77
- 2023-02-08 08:34:08,278 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:34:08,280 - INFO] Train epoch 0, global_step 6803: [2500/19980 (13%)] rd_loss: 1.516 | psnr: 32.54881 | warppsnr: 28.32416 | bpp: 0.64919 | bpp_feature: 0.19011 | bpp_z: 0.01360 | bpp_mv: 0.44548 | interpsnr: 28.70
- 2023-02-08 08:38:39,454 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:38:39,456 - INFO] Train epoch 0, global_step 6903: [2600/19980 (13%)] rd_loss: 1.380 | psnr: 33.21526 | warppsnr: 29.00058 | bpp: 0.62684 | bpp_feature: 0.17963 | bpp_z: 0.01306 | bpp_mv: 0.43414 | interpsnr: 29.28
- 2023-02-08 08:43:11,486 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:43:11,487 - INFO] Train epoch 0, global_step 7003: [2700/19980 (14%)] rd_loss: 1.489 | psnr: 32.53345 | warppsnr: 28.67644 | bpp: 0.63076 | bpp_feature: 0.18614 | bpp_z: 0.01284 | bpp_mv: 0.43178 | interpsnr: 28.99
- 2023-02-08 08:47:43,064 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:47:43,082 - INFO] Train epoch 0, global_step 7103: [2800/19980 (14%)] rd_loss: 1.452 | psnr: 32.62609 | warppsnr: 28.79274 | bpp: 0.61213 | bpp_feature: 0.18070 | bpp_z: 0.01255 | bpp_mv: 0.41887 | interpsnr: 29.09
- 2023-02-08 08:52:13,027 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:52:13,029 - INFO] Train epoch 0, global_step 7203: [2900/19980 (15%)] rd_loss: 1.398 | psnr: 33.06622 | warppsnr: 28.83120 | bpp: 0.60607 | bpp_feature: 0.17663 | bpp_z: 0.01229 | bpp_mv: 0.41716 | interpsnr: 29.10
- 2023-02-08 08:56:45,724 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 08:56:45,726 - INFO] Train epoch 0, global_step 7303: [3000/19980 (15%)] rd_loss: 1.370 | psnr: 33.32558 | warppsnr: 28.76312 | bpp: 0.60807 | bpp_feature: 0.17637 | bpp_z: 0.01211 | bpp_mv: 0.41959 | interpsnr: 29.12
- 2023-02-08 09:01:17,742 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:01:17,744 - INFO] Train epoch 0, global_step 7403: [3100/19980 (16%)] rd_loss: 1.475 | psnr: 32.93775 | warppsnr: 28.11266 | bpp: 0.59902 | bpp_feature: 0.17949 | bpp_z: 0.01204 | bpp_mv: 0.40748 | interpsnr: 28.51
- 2023-02-08 09:05:47,720 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:05:47,732 - INFO] Train epoch 0, global_step 7503: [3200/19980 (16%)] rd_loss: 1.331 | psnr: 33.20313 | warppsnr: 28.81767 | bpp: 0.57091 | bpp_feature: 0.17316 | bpp_z: 0.01160 | bpp_mv: 0.38615 | interpsnr: 29.19
- 2023-02-08 09:10:18,728 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:10:18,739 - INFO] Train epoch 0, global_step 7603: [3300/19980 (17%)] rd_loss: 1.428 | psnr: 32.81820 | warppsnr: 28.37406 | bpp: 0.58806 | bpp_feature: 0.18296 | bpp_z: 0.01154 | bpp_mv: 0.39355 | interpsnr: 28.71
- 2023-02-08 09:14:51,037 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:14:51,045 - INFO] Train epoch 0, global_step 7703: [3400/19980 (17%)] rd_loss: 1.303 | psnr: 33.34690 | warppsnr: 29.02032 | bpp: 0.56239 | bpp_feature: 0.17311 | bpp_z: 0.01124 | bpp_mv: 0.37804 | interpsnr: 29.34
- 2023-02-08 09:19:25,252 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:19:25,276 - INFO] Train epoch 0, global_step 7803: [3500/19980 (18%)] rd_loss: 1.274 | psnr: 33.53444 | warppsnr: 28.95285 | bpp: 0.55753 | bpp_feature: 0.16929 | bpp_z: 0.01097 | bpp_mv: 0.37727 | interpsnr: 29.29
- 2023-02-08 09:23:56,450 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:23:56,466 - INFO] Train epoch 0, global_step 7903: [3600/19980 (18%)] rd_loss: 1.520 | psnr: 32.44254 | warppsnr: 27.50078 | bpp: 0.55507 | bpp_feature: 0.17677 | bpp_z: 0.01097 | bpp_mv: 0.36732 | interpsnr: 27.89
- 2023-02-08 09:28:26,804 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:28:26,823 - INFO] Train epoch 0, global_step 8003: [3700/19980 (19%)] rd_loss: 1.343 | psnr: 32.90753 | warppsnr: 28.90930 | bpp: 0.53943 | bpp_feature: 0.17144 | bpp_z: 0.01063 | bpp_mv: 0.35736 | interpsnr: 29.25
- 2023-02-08 09:32:58,879 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:32:58,881 - INFO] Train epoch 0, global_step 8103: [3800/19980 (19%)] rd_loss: 1.409 | psnr: 32.71802 | warppsnr: 28.14520 | bpp: 0.53884 | bpp_feature: 0.17613 | bpp_z: 0.01042 | bpp_mv: 0.35228 | interpsnr: 28.45
- 2023-02-08 09:37:29,984 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:37:29,986 - INFO] Train epoch 0, global_step 8203: [3900/19980 (20%)] rd_loss: 1.314 | psnr: 33.30063 | warppsnr: 28.54705 | bpp: 0.53736 | bpp_feature: 0.17310 | bpp_z: 0.01032 | bpp_mv: 0.35394 | interpsnr: 28.89
- 2023-02-08 09:42:04,145 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:42:04,155 - INFO] Train epoch 0, global_step 8303: [4000/19980 (20%)] rd_loss: 1.278 | psnr: 33.42677 | warppsnr: 28.52025 | bpp: 0.51776 | bpp_feature: 0.16817 | bpp_z: 0.01016 | bpp_mv: 0.33943 | interpsnr: 28.94
- 2023-02-08 09:46:36,911 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:46:36,913 - INFO] Train epoch 0, global_step 8403: [4100/19980 (21%)] rd_loss: 1.347 | psnr: 32.93671 | warppsnr: 28.44783 | bpp: 0.53146 | bpp_feature: 0.17713 | bpp_z: 0.00992 | bpp_mv: 0.34441 | interpsnr: 28.88
- 2023-02-08 09:51:10,874 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:51:10,876 - INFO] Train epoch 0, global_step 8503: [4200/19980 (21%)] rd_loss: 1.225 | psnr: 33.58226 | warppsnr: 28.87607 | bpp: 0.50467 | bpp_feature: 0.16245 | bpp_z: 0.00976 | bpp_mv: 0.33246 | interpsnr: 29.29
- 2023-02-08 09:55:44,820 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 09:55:44,840 - INFO] Train epoch 0, global_step 8603: [4300/19980 (22%)] rd_loss: 1.361 | psnr: 32.65553 | warppsnr: 28.48387 | bpp: 0.50148 | bpp_feature: 0.16432 | bpp_z: 0.00965 | bpp_mv: 0.32752 | interpsnr: 28.87
- 2023-02-08 10:00:12,489 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:00:12,498 - INFO] Train epoch 0, global_step 8703: [4400/19980 (22%)] rd_loss: 1.190 | psnr: 33.78070 | warppsnr: 29.15287 | bpp: 0.49707 | bpp_feature: 0.16421 | bpp_z: 0.00935 | bpp_mv: 0.32352 | interpsnr: 29.58
- 2023-02-08 10:04:41,951 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:04:41,965 - INFO] Train epoch 0, global_step 8803: [4500/19980 (23%)] rd_loss: 1.382 | psnr: 32.62219 | warppsnr: 28.09600 | bpp: 0.50295 | bpp_feature: 0.17901 | bpp_z: 0.00936 | bpp_mv: 0.31458 | interpsnr: 28.49
- 2023-02-08 10:09:08,312 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:09:08,314 - INFO] Train epoch 0, global_step 8903: [4600/19980 (23%)] rd_loss: 1.298 | psnr: 33.11598 | warppsnr: 28.84027 | bpp: 0.48532 | bpp_feature: 0.16820 | bpp_z: 0.00894 | bpp_mv: 0.30817 | interpsnr: 29.27
- 2023-02-08 10:13:35,813 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:13:35,815 - INFO] Train epoch 0, global_step 9003: [4700/19980 (24%)] rd_loss: 1.292 | psnr: 33.08785 | warppsnr: 28.31449 | bpp: 0.48511 | bpp_feature: 0.16617 | bpp_z: 0.00898 | bpp_mv: 0.30996 | interpsnr: 28.71
- 2023-02-08 10:18:02,569 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:18:02,571 - INFO] Train epoch 0, global_step 9103: [4800/19980 (24%)] rd_loss: 1.274 | psnr: 32.99476 | warppsnr: 28.67477 | bpp: 0.47806 | bpp_feature: 0.16528 | bpp_z: 0.00883 | bpp_mv: 0.30394 | interpsnr: 29.04
- 2023-02-08 10:22:29,732 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:22:29,734 - INFO] Train epoch 0, global_step 9203: [4900/19980 (25%)] rd_loss: 1.279 | psnr: 33.00816 | warppsnr: 28.66157 | bpp: 0.47378 | bpp_feature: 0.16579 | bpp_z: 0.00864 | bpp_mv: 0.29935 | interpsnr: 29.09
- 2023-02-08 10:26:56,793 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:26:56,798 - INFO] Train epoch 0, global_step 9303: [5000/19980 (25%)] rd_loss: 1.288 | psnr: 33.12233 | warppsnr: 28.49715 | bpp: 0.46779 | bpp_feature: 0.16784 | bpp_z: 0.00856 | bpp_mv: 0.29139 | interpsnr: 28.92
- 2023-02-08 10:31:21,735 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:31:21,748 - INFO] Train epoch 0, global_step 9403: [5100/19980 (26%)] rd_loss: 1.641 | psnr: 31.46727 | warppsnr: 28.43047 | bpp: 0.49944 | bpp_feature: 0.20008 | bpp_z: 0.00838 | bpp_mv: 0.29098 | interpsnr: 28.14
- 2023-02-08 10:35:47,006 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:35:47,008 - INFO] Train epoch 0, global_step 9503: [5200/19980 (26%)] rd_loss: 1.420 | psnr: 32.35226 | warppsnr: 27.86933 | bpp: 0.47370 | bpp_feature: 0.16903 | bpp_z: 0.00831 | bpp_mv: 0.29636 | interpsnr: 28.23
- 2023-02-08 10:40:11,095 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:40:11,097 - INFO] Train epoch 0, global_step 9603: [5300/19980 (27%)] rd_loss: 1.142 | psnr: 33.57752 | warppsnr: 29.17728 | bpp: 0.44304 | bpp_feature: 0.14981 | bpp_z: 0.00806 | bpp_mv: 0.28517 | interpsnr: 29.55
- 2023-02-08 10:44:38,724 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:44:38,726 - INFO] Train epoch 0, global_step 9703: [5400/19980 (27%)] rd_loss: 1.261 | psnr: 32.94450 | warppsnr: 28.65291 | bpp: 0.45056 | bpp_feature: 0.16035 | bpp_z: 0.00804 | bpp_mv: 0.28217 | interpsnr: 29.09
- 2023-02-08 10:49:03,370 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:49:03,372 - INFO] Train epoch 0, global_step 9803: [5500/19980 (28%)] rd_loss: 1.344 | psnr: 32.60906 | warppsnr: 28.13316 | bpp: 0.45592 | bpp_feature: 0.16545 | bpp_z: 0.00799 | bpp_mv: 0.28248 | interpsnr: 28.59
- 2023-02-08 10:53:21,839 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:53:21,841 - INFO] Train epoch 0, global_step 9903: [5600/19980 (28%)] rd_loss: 1.239 | psnr: 33.24581 | warppsnr: 28.41742 | bpp: 0.44678 | bpp_feature: 0.16047 | bpp_z: 0.00787 | bpp_mv: 0.27844 | interpsnr: 28.82
- 2023-02-08 10:57:33,161 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 10:57:33,162 - INFO] Train epoch 0, global_step 10003: [5700/19980 (29%)] rd_loss: 1.191 | psnr: 33.19053 | warppsnr: 28.85730 | bpp: 0.42886 | bpp_feature: 0.15682 | bpp_z: 0.00768 | bpp_mv: 0.26436 | interpsnr: 29.27
- 2023-02-08 11:01:59,221 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:01:59,222 - INFO] Train epoch 0, global_step 10103: [5800/19980 (29%)] rd_loss: 1.241 | psnr: 33.28028 | warppsnr: 28.27321 | bpp: 0.44295 | bpp_feature: 0.16168 | bpp_z: 0.00773 | bpp_mv: 0.27354 | interpsnr: 28.72
- 2023-02-08 11:06:23,465 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:06:23,467 - INFO] Train epoch 0, global_step 10203: [5900/19980 (30%)] rd_loss: 1.176 | psnr: 33.42607 | warppsnr: 28.75558 | bpp: 0.42886 | bpp_feature: 0.15880 | bpp_z: 0.00754 | bpp_mv: 0.26252 | interpsnr: 29.20
- 2023-02-08 11:10:46,988 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:10:46,990 - INFO] Train epoch 0, global_step 10303: [6000/19980 (30%)] rd_loss: 1.210 | psnr: 33.44476 | warppsnr: 28.20213 | bpp: 0.44254 | bpp_feature: 0.15997 | bpp_z: 0.00765 | bpp_mv: 0.27493 | interpsnr: 28.73
- 2023-02-08 11:15:10,577 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:15:10,592 - INFO] Train epoch 0, global_step 10403: [6100/19980 (31%)] rd_loss: 1.233 | psnr: 32.97987 | warppsnr: 28.52805 | bpp: 0.42531 | bpp_feature: 0.16090 | bpp_z: 0.00740 | bpp_mv: 0.25701 | interpsnr: 28.92
- 2023-02-08 11:19:35,195 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:19:35,197 - INFO] Train epoch 0, global_step 10503: [6200/19980 (31%)] rd_loss: 1.083 | psnr: 33.75594 | warppsnr: 29.29984 | bpp: 0.41493 | bpp_feature: 0.15356 | bpp_z: 0.00720 | bpp_mv: 0.25417 | interpsnr: 29.73
- 2023-02-08 11:23:58,980 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:23:58,982 - INFO] Train epoch 0, global_step 10603: [6300/19980 (32%)] rd_loss: 1.202 | psnr: 33.47218 | warppsnr: 28.11409 | bpp: 0.41138 | bpp_feature: 0.15395 | bpp_z: 0.00728 | bpp_mv: 0.25014 | interpsnr: 28.56
- 2023-02-08 11:28:26,223 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:28:26,241 - INFO] Train epoch 0, global_step 10703: [6400/19980 (32%)] rd_loss: 1.183 | psnr: 33.35312 | warppsnr: 28.50740 | bpp: 0.42029 | bpp_feature: 0.16006 | bpp_z: 0.00717 | bpp_mv: 0.25306 | interpsnr: 28.94
- 2023-02-08 11:32:53,153 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:32:53,155 - INFO] Train epoch 0, global_step 10803: [6500/19980 (33%)] rd_loss: 1.165 | psnr: 33.46643 | warppsnr: 28.51859 | bpp: 0.41624 | bpp_feature: 0.15880 | bpp_z: 0.00717 | bpp_mv: 0.25027 | interpsnr: 28.95
- 2023-02-08 11:37:20,362 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:37:20,375 - INFO] Train epoch 0, global_step 10903: [6600/19980 (33%)] rd_loss: 1.061 | psnr: 33.73184 | warppsnr: 29.39365 | bpp: 0.39064 | bpp_feature: 0.14559 | bpp_z: 0.00691 | bpp_mv: 0.23813 | interpsnr: 29.83
- 2023-02-08 11:41:47,743 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:41:47,755 - INFO] Train epoch 0, global_step 11003: [6700/19980 (34%)] rd_loss: 1.188 | psnr: 33.54944 | warppsnr: 28.27445 | bpp: 0.41847 | bpp_feature: 0.16322 | bpp_z: 0.00706 | bpp_mv: 0.24819 | interpsnr: 28.78
- 2023-02-08 11:46:12,770 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:46:12,772 - INFO] Train epoch 0, global_step 11103: [6800/19980 (34%)] rd_loss: 1.110 | psnr: 33.62311 | warppsnr: 28.73886 | bpp: 0.39285 | bpp_feature: 0.15316 | bpp_z: 0.00681 | bpp_mv: 0.23288 | interpsnr: 29.16
- 2023-02-08 11:50:38,591 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:50:38,593 - INFO] Train epoch 0, global_step 11203: [6900/19980 (35%)] rd_loss: 1.224 | psnr: 33.00548 | warppsnr: 28.39563 | bpp: 0.41081 | bpp_feature: 0.16540 | bpp_z: 0.00678 | bpp_mv: 0.23862 | interpsnr: 28.83
- 2023-02-08 11:55:05,170 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:55:05,171 - INFO] Train epoch 0, global_step 11303: [7000/19980 (35%)] rd_loss: 1.139 | psnr: 33.48034 | warppsnr: 28.55382 | bpp: 0.39381 | bpp_feature: 0.15072 | bpp_z: 0.00667 | bpp_mv: 0.23642 | interpsnr: 29.02
- 2023-02-08 11:59:30,847 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 11:59:30,848 - INFO] Train epoch 0, global_step 11403: [7100/19980 (36%)] rd_loss: 1.050 | psnr: 33.94179 | warppsnr: 28.91687 | bpp: 0.37822 | bpp_feature: 0.14545 | bpp_z: 0.00652 | bpp_mv: 0.22625 | interpsnr: 29.44
- 2023-02-08 12:03:57,466 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:03:57,481 - INFO] Train epoch 0, global_step 11503: [7200/19980 (36%)] rd_loss: 1.123 | psnr: 33.50602 | warppsnr: 28.80516 | bpp: 0.38478 | bpp_feature: 0.15143 | bpp_z: 0.00654 | bpp_mv: 0.22681 | interpsnr: 29.25
- 2023-02-08 12:08:21,550 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:08:21,563 - INFO] Train epoch 0, global_step 11603: [7300/19980 (37%)] rd_loss: 1.081 | psnr: 33.55453 | warppsnr: 29.21822 | bpp: 0.37963 | bpp_feature: 0.14913 | bpp_z: 0.00639 | bpp_mv: 0.22411 | interpsnr: 29.70
- 2023-02-08 12:12:46,667 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:12:46,687 - INFO] Train epoch 0, global_step 11703: [7400/19980 (37%)] rd_loss: 1.063 | psnr: 33.79623 | warppsnr: 29.20956 | bpp: 0.37379 | bpp_feature: 0.14680 | bpp_z: 0.00635 | bpp_mv: 0.22064 | interpsnr: 29.65
- 2023-02-08 12:17:10,099 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:17:10,101 - INFO] Train epoch 0, global_step 11803: [7500/19980 (38%)] rd_loss: 1.143 | psnr: 33.26704 | warppsnr: 28.65630 | bpp: 0.37958 | bpp_feature: 0.14972 | bpp_z: 0.00637 | bpp_mv: 0.22349 | interpsnr: 29.15
- 2023-02-08 12:21:34,085 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:21:34,087 - INFO] Train epoch 0, global_step 11903: [7600/19980 (38%)] rd_loss: 1.041 | psnr: 33.84456 | warppsnr: 29.03696 | bpp: 0.36817 | bpp_feature: 0.14544 | bpp_z: 0.00614 | bpp_mv: 0.21659 | interpsnr: 29.50
- 2023-02-08 12:25:58,427 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:25:58,428 - INFO] Train epoch 0, global_step 12003: [7700/19980 (39%)] rd_loss: 1.098 | psnr: 33.46534 | warppsnr: 29.07694 | bpp: 0.37025 | bpp_feature: 0.15423 | bpp_z: 0.00620 | bpp_mv: 0.20982 | interpsnr: 29.47
- 2023-02-08 12:30:21,204 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:30:21,206 - INFO] Train epoch 0, global_step 12103: [7800/19980 (39%)] rd_loss: 1.081 | psnr: 33.59040 | warppsnr: 28.95050 | bpp: 0.36202 | bpp_feature: 0.14516 | bpp_z: 0.00605 | bpp_mv: 0.21081 | interpsnr: 29.39
- 2023-02-08 12:34:45,709 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:34:45,711 - INFO] Train epoch 0, global_step 12203: [7900/19980 (40%)] rd_loss: 1.098 | psnr: 33.43081 | warppsnr: 29.23198 | bpp: 0.36928 | bpp_feature: 0.15101 | bpp_z: 0.00594 | bpp_mv: 0.21233 | interpsnr: 29.58
- 2023-02-08 12:39:10,686 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:39:10,687 - INFO] Train epoch 0, global_step 12303: [8000/19980 (40%)] rd_loss: 0.950 | psnr: 34.37809 | warppsnr: 29.49169 | bpp: 0.35108 | bpp_feature: 0.13824 | bpp_z: 0.00586 | bpp_mv: 0.20699 | interpsnr: 29.96
- 2023-02-08 12:43:34,183 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:43:34,185 - INFO] Train epoch 0, global_step 12403: [8100/19980 (41%)] rd_loss: 1.124 | psnr: 33.72294 | warppsnr: 28.08611 | bpp: 0.37676 | bpp_feature: 0.14971 | bpp_z: 0.00598 | bpp_mv: 0.22107 | interpsnr: 28.69
- 2023-02-08 12:48:03,250 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:48:03,252 - INFO] Train epoch 0, global_step 12503: [8200/19980 (41%)] rd_loss: 1.122 | psnr: 33.37660 | warppsnr: 28.73359 | bpp: 0.36800 | bpp_feature: 0.15525 | bpp_z: 0.00592 | bpp_mv: 0.20683 | interpsnr: 29.26
- 2023-02-08 12:52:27,650 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:52:27,652 - INFO] Train epoch 0, global_step 12603: [8300/19980 (42%)] rd_loss: 1.077 | psnr: 33.67212 | warppsnr: 28.70026 | bpp: 0.36436 | bpp_feature: 0.15259 | bpp_z: 0.00586 | bpp_mv: 0.20591 | interpsnr: 29.20
- 2023-02-08 12:56:51,468 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 12:56:51,469 - INFO] Train epoch 0, global_step 12703: [8400/19980 (42%)] rd_loss: 1.027 | psnr: 34.08868 | warppsnr: 28.76998 | bpp: 0.35929 | bpp_feature: 0.15032 | bpp_z: 0.00580 | bpp_mv: 0.20317 | interpsnr: 29.31
- 2023-02-08 13:01:16,431 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:01:16,432 - INFO] Train epoch 0, global_step 12803: [8500/19980 (43%)] rd_loss: 0.997 | psnr: 34.08601 | warppsnr: 29.19664 | bpp: 0.35749 | bpp_feature: 0.14495 | bpp_z: 0.00585 | bpp_mv: 0.20669 | interpsnr: 29.72
- 2023-02-08 13:05:40,228 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:05:40,230 - INFO] Train epoch 0, global_step 12903: [8600/19980 (43%)] rd_loss: 1.004 | psnr: 33.99581 | warppsnr: 29.09993 | bpp: 0.34469 | bpp_feature: 0.14227 | bpp_z: 0.00574 | bpp_mv: 0.19669 | interpsnr: 29.56
- 2023-02-08 13:10:06,743 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:10:06,744 - INFO] Train epoch 0, global_step 13003: [8700/19980 (44%)] rd_loss: 1.071 | psnr: 33.57074 | warppsnr: 28.71465 | bpp: 0.35317 | bpp_feature: 0.14891 | bpp_z: 0.00565 | bpp_mv: 0.19862 | interpsnr: 29.23
- 2023-02-08 13:14:33,125 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:14:33,126 - INFO] Train epoch 0, global_step 13103: [8800/19980 (44%)] rd_loss: 0.967 | psnr: 34.22117 | warppsnr: 29.24498 | bpp: 0.34046 | bpp_feature: 0.14103 | bpp_z: 0.00557 | bpp_mv: 0.19387 | interpsnr: 29.77
- 2023-02-08 13:18:58,832 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:18:58,833 - INFO] Train epoch 0, global_step 13203: [8900/19980 (45%)] rd_loss: 1.022 | psnr: 33.92590 | warppsnr: 28.90230 | bpp: 0.34640 | bpp_feature: 0.14679 | bpp_z: 0.00553 | bpp_mv: 0.19408 | interpsnr: 29.39
- 2023-02-08 13:23:26,584 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:23:26,585 - INFO] Train epoch 0, global_step 13303: [9000/19980 (45%)] rd_loss: 0.953 | psnr: 34.16340 | warppsnr: 29.64731 | bpp: 0.33419 | bpp_feature: 0.14046 | bpp_z: 0.00540 | bpp_mv: 0.18833 | interpsnr: 30.13
- 2023-02-08 13:27:52,023 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:27:52,024 - INFO] Train epoch 0, global_step 13403: [9100/19980 (46%)] rd_loss: 1.001 | psnr: 34.14479 | warppsnr: 29.05489 | bpp: 0.34266 | bpp_feature: 0.14146 | bpp_z: 0.00548 | bpp_mv: 0.19572 | interpsnr: 29.59
- 2023-02-08 13:32:21,609 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:32:21,611 - INFO] Train epoch 0, global_step 13503: [9200/19980 (46%)] rd_loss: 0.963 | psnr: 34.07914 | warppsnr: 29.46986 | bpp: 0.32949 | bpp_feature: 0.13550 | bpp_z: 0.00534 | bpp_mv: 0.18864 | interpsnr: 29.99
- 2023-02-08 13:36:49,884 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:36:49,886 - INFO] Train epoch 0, global_step 13603: [9300/19980 (47%)] rd_loss: 0.952 | psnr: 34.05886 | warppsnr: 29.52690 | bpp: 0.32635 | bpp_feature: 0.13638 | bpp_z: 0.00530 | bpp_mv: 0.18467 | interpsnr: 30.02
- 2023-02-08 13:41:17,252 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:41:17,263 - INFO] Train epoch 0, global_step 13703: [9400/19980 (47%)] rd_loss: 0.918 | psnr: 34.33156 | warppsnr: 29.62123 | bpp: 0.31970 | bpp_feature: 0.13136 | bpp_z: 0.00526 | bpp_mv: 0.18307 | interpsnr: 30.08
- 2023-02-08 13:45:44,708 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:45:44,710 - INFO] Train epoch 0, global_step 13803: [9500/19980 (48%)] rd_loss: 0.978 | psnr: 34.08240 | warppsnr: 29.38710 | bpp: 0.33427 | bpp_feature: 0.14133 | bpp_z: 0.00525 | bpp_mv: 0.18770 | interpsnr: 29.87
- 2023-02-08 13:50:10,761 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:50:10,763 - INFO] Train epoch 0, global_step 13903: [9600/19980 (48%)] rd_loss: 1.204 | psnr: 32.78565 | warppsnr: 28.14331 | bpp: 0.34369 | bpp_feature: 0.15209 | bpp_z: 0.00540 | bpp_mv: 0.18619 | interpsnr: 28.66
- 2023-02-08 13:54:40,979 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:54:40,981 - INFO] Train epoch 0, global_step 14003: [9700/19980 (49%)] rd_loss: 1.053 | psnr: 33.74375 | warppsnr: 28.53766 | bpp: 0.33468 | bpp_feature: 0.14268 | bpp_z: 0.00527 | bpp_mv: 0.18674 | interpsnr: 29.12
- 2023-02-08 13:59:09,450 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 13:59:09,451 - INFO] Train epoch 0, global_step 14103: [9800/19980 (49%)] rd_loss: 1.043 | psnr: 33.94290 | warppsnr: 28.76565 | bpp: 0.33180 | bpp_feature: 0.14153 | bpp_z: 0.00517 | bpp_mv: 0.18509 | interpsnr: 29.22
- 2023-02-08 14:03:37,310 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:03:37,311 - INFO] Train epoch 0, global_step 14203: [9900/19980 (50%)] rd_loss: 1.072 | psnr: 33.60652 | warppsnr: 28.55884 | bpp: 0.33531 | bpp_feature: 0.14550 | bpp_z: 0.00515 | bpp_mv: 0.18465 | interpsnr: 29.03
- 2023-02-08 14:08:10,107 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:08:10,108 - INFO] Train epoch 0, global_step 14303: [10000/19980 (50%)] rd_loss: 0.999 | psnr: 34.07826 | warppsnr: 28.89603 | bpp: 0.33961 | bpp_feature: 0.14419 | bpp_z: 0.00511 | bpp_mv: 0.19031 | interpsnr: 29.45
- 2023-02-08 14:12:37,945 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:12:38,051 - INFO] Train epoch 0, global_step 14403: [10100/19980 (51%)] rd_loss: 1.056 | psnr: 33.61019 | warppsnr: 28.97163 | bpp: 0.34103 | bpp_feature: 0.15008 | bpp_z: 0.00506 | bpp_mv: 0.18589 | interpsnr: 29.38
- 2023-02-08 14:17:07,207 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:17:07,208 - INFO] Train epoch 0, global_step 14503: [10200/19980 (51%)] rd_loss: 1.100 | psnr: 33.41516 | warppsnr: 28.50481 | bpp: 0.33765 | bpp_feature: 0.14717 | bpp_z: 0.00499 | bpp_mv: 0.18549 | interpsnr: 29.00
- 2023-02-08 14:21:34,464 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:21:34,465 - INFO] Train epoch 0, global_step 14603: [10300/19980 (52%)] rd_loss: 1.020 | psnr: 33.75246 | warppsnr: 28.88611 | bpp: 0.32693 | bpp_feature: 0.14433 | bpp_z: 0.00501 | bpp_mv: 0.17759 | interpsnr: 29.37
- 2023-02-08 14:26:00,611 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:26:00,612 - INFO] Train epoch 0, global_step 14703: [10400/19980 (52%)] rd_loss: 1.012 | psnr: 33.75204 | warppsnr: 28.86828 | bpp: 0.31964 | bpp_feature: 0.13899 | bpp_z: 0.00493 | bpp_mv: 0.17572 | interpsnr: 29.46
- 2023-02-08 14:30:29,028 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:30:29,029 - INFO] Train epoch 0, global_step 14803: [10500/19980 (53%)] rd_loss: 1.011 | psnr: 33.68977 | warppsnr: 29.15628 | bpp: 0.31883 | bpp_feature: 0.14096 | bpp_z: 0.00492 | bpp_mv: 0.17294 | interpsnr: 29.67
- 2023-02-08 14:34:55,735 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:34:55,747 - INFO] Train epoch 0, global_step 14903: [10600/19980 (53%)] rd_loss: 1.068 | psnr: 33.64302 | warppsnr: 28.52845 | bpp: 0.32826 | bpp_feature: 0.13997 | bpp_z: 0.00493 | bpp_mv: 0.18336 | interpsnr: 29.06
- 2023-02-08 14:39:23,113 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:39:23,115 - INFO] Train epoch 0, global_step 15003: [10700/19980 (54%)] rd_loss: 0.929 | psnr: 34.12851 | warppsnr: 29.48709 | bpp: 0.30509 | bpp_feature: 0.13216 | bpp_z: 0.00484 | bpp_mv: 0.16809 | interpsnr: 30.01
- 2023-02-08 14:43:50,511 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:43:50,512 - INFO] Train epoch 0, global_step 15103: [10800/19980 (54%)] rd_loss: 1.016 | psnr: 34.13418 | warppsnr: 28.76663 | bpp: 0.31993 | bpp_feature: 0.13302 | bpp_z: 0.00480 | bpp_mv: 0.18211 | interpsnr: 29.34
- 2023-02-08 14:48:17,590 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:48:17,592 - INFO] Train epoch 0, global_step 15203: [10900/19980 (55%)] rd_loss: 1.063 | psnr: 34.06122 | warppsnr: 28.32342 | bpp: 0.33492 | bpp_feature: 0.14265 | bpp_z: 0.00489 | bpp_mv: 0.18738 | interpsnr: 28.89
- 2023-02-08 14:52:46,377 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:52:46,378 - INFO] Train epoch 0, global_step 15303: [11000/19980 (55%)] rd_loss: 0.900 | psnr: 34.29596 | warppsnr: 29.50927 | bpp: 0.29106 | bpp_feature: 0.12685 | bpp_z: 0.00473 | bpp_mv: 0.15949 | interpsnr: 30.03
- 2023-02-08 14:57:13,727 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 14:57:13,737 - INFO] Train epoch 0, global_step 15403: [11100/19980 (56%)] rd_loss: 0.894 | psnr: 34.24803 | warppsnr: 29.66807 | bpp: 0.29518 | bpp_feature: 0.13028 | bpp_z: 0.00467 | bpp_mv: 0.16023 | interpsnr: 30.21
- 2023-02-08 15:01:41,226 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:01:41,245 - INFO] Train epoch 0, global_step 15503: [11200/19980 (56%)] rd_loss: 0.942 | psnr: 34.11606 | warppsnr: 29.21898 | bpp: 0.30004 | bpp_feature: 0.13117 | bpp_z: 0.00467 | bpp_mv: 0.16420 | interpsnr: 29.70
- 2023-02-08 15:06:10,309 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:06:10,311 - INFO] Train epoch 0, global_step 15603: [11300/19980 (57%)] rd_loss: 0.943 | psnr: 34.05594 | warppsnr: 29.49164 | bpp: 0.29852 | bpp_feature: 0.13132 | bpp_z: 0.00463 | bpp_mv: 0.16257 | interpsnr: 30.04
- 2023-02-08 15:10:36,496 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:10:36,498 - INFO] Train epoch 0, global_step 15703: [11400/19980 (57%)] rd_loss: 0.913 | psnr: 34.21264 | warppsnr: 29.49438 | bpp: 0.30106 | bpp_feature: 0.13384 | bpp_z: 0.00462 | bpp_mv: 0.16261 | interpsnr: 30.05
- 2023-02-08 15:15:03,311 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:15:03,312 - INFO] Train epoch 0, global_step 15803: [11500/19980 (58%)] rd_loss: 0.982 | psnr: 33.86956 | warppsnr: 28.85005 | bpp: 0.29844 | bpp_feature: 0.13123 | bpp_z: 0.00466 | bpp_mv: 0.16256 | interpsnr: 29.42
- 2023-02-08 15:19:32,366 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:19:32,368 - INFO] Train epoch 0, global_step 15903: [11600/19980 (58%)] rd_loss: 0.967 | psnr: 34.10735 | warppsnr: 29.00396 | bpp: 0.30502 | bpp_feature: 0.13485 | bpp_z: 0.00464 | bpp_mv: 0.16552 | interpsnr: 29.57
- 2023-02-08 15:24:01,223 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:24:01,224 - INFO] Train epoch 0, global_step 16003: [11700/19980 (59%)] rd_loss: 1.115 | psnr: 33.10616 | warppsnr: 28.62031 | bpp: 0.31557 | bpp_feature: 0.14856 | bpp_z: 0.00465 | bpp_mv: 0.16236 | interpsnr: 29.06
- 2023-02-08 15:28:29,203 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:28:29,221 - INFO] Train epoch 0, global_step 16103: [11800/19980 (59%)] rd_loss: 0.933 | psnr: 34.08117 | warppsnr: 29.27807 | bpp: 0.29572 | bpp_feature: 0.12931 | bpp_z: 0.00453 | bpp_mv: 0.16188 | interpsnr: 29.82
- 2023-02-08 15:32:57,450 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:32:57,452 - INFO] Train epoch 0, global_step 16203: [11900/19980 (60%)] rd_loss: 0.960 | psnr: 33.98100 | warppsnr: 29.20178 | bpp: 0.30199 | bpp_feature: 0.13131 | bpp_z: 0.00453 | bpp_mv: 0.16616 | interpsnr: 29.72
- 2023-02-08 15:37:26,422 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:37:26,430 - INFO] Train epoch 0, global_step 16303: [12000/19980 (60%)] rd_loss: 0.944 | psnr: 34.09729 | warppsnr: 29.35995 | bpp: 0.29815 | bpp_feature: 0.13354 | bpp_z: 0.00447 | bpp_mv: 0.16014 | interpsnr: 29.88
- 2023-02-08 15:41:55,531 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:41:55,533 - INFO] Train epoch 0, global_step 16403: [12100/19980 (61%)] rd_loss: 1.059 | psnr: 33.62859 | warppsnr: 28.57634 | bpp: 0.31341 | bpp_feature: 0.14285 | bpp_z: 0.00445 | bpp_mv: 0.16611 | interpsnr: 29.09
- 2023-02-08 15:46:23,082 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:46:23,085 - INFO] Train epoch 0, global_step 16503: [12200/19980 (61%)] rd_loss: 0.985 | psnr: 33.61623 | warppsnr: 29.11005 | bpp: 0.29431 | bpp_feature: 0.13106 | bpp_z: 0.00442 | bpp_mv: 0.15883 | interpsnr: 29.68
- 2023-02-08 15:50:57,975 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:50:57,976 - INFO] Train epoch 0, global_step 16603: [12300/19980 (62%)] rd_loss: 0.943 | psnr: 34.17801 | warppsnr: 29.35770 | bpp: 0.30088 | bpp_feature: 0.13089 | bpp_z: 0.00448 | bpp_mv: 0.16551 | interpsnr: 29.97
- 2023-02-08 15:55:25,094 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:55:25,103 - INFO] Train epoch 0, global_step 16703: [12400/19980 (62%)] rd_loss: 0.958 | psnr: 33.87068 | warppsnr: 29.34401 | bpp: 0.29033 | bpp_feature: 0.13111 | bpp_z: 0.00445 | bpp_mv: 0.15477 | interpsnr: 29.87
- 2023-02-08 15:59:53,462 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 15:59:53,463 - INFO] Train epoch 0, global_step 16803: [12500/19980 (63%)] rd_loss: 0.978 | psnr: 33.94103 | warppsnr: 28.99729 | bpp: 0.29681 | bpp_feature: 0.13223 | bpp_z: 0.00439 | bpp_mv: 0.16019 | interpsnr: 29.56
- 2023-02-08 16:04:20,940 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:04:20,942 - INFO] Train epoch 0, global_step 16903: [12600/19980 (63%)] rd_loss: 0.952 | psnr: 33.92780 | warppsnr: 29.18759 | bpp: 0.28688 | bpp_feature: 0.12496 | bpp_z: 0.00436 | bpp_mv: 0.15756 | interpsnr: 29.72
- 2023-02-08 16:08:48,713 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:08:48,715 - INFO] Train epoch 0, global_step 17003: [12700/19980 (64%)] rd_loss: 1.042 | psnr: 33.35273 | warppsnr: 28.69089 | bpp: 0.29033 | bpp_feature: 0.13218 | bpp_z: 0.00433 | bpp_mv: 0.15381 | interpsnr: 29.19
- 2023-02-08 16:13:16,010 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:13:16,011 - INFO] Train epoch 0, global_step 17103: [12800/19980 (64%)] rd_loss: 0.977 | psnr: 33.67711 | warppsnr: 28.98080 | bpp: 0.28613 | bpp_feature: 0.12691 | bpp_z: 0.00434 | bpp_mv: 0.15489 | interpsnr: 29.58
- 2023-02-08 16:17:44,844 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:17:44,850 - INFO] Train epoch 0, global_step 17203: [12900/19980 (65%)] rd_loss: 0.995 | psnr: 33.91749 | warppsnr: 28.93269 | bpp: 0.29077 | bpp_feature: 0.13162 | bpp_z: 0.00436 | bpp_mv: 0.15479 | interpsnr: 29.45
- 2023-02-08 16:22:12,372 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:22:12,373 - INFO] Train epoch 0, global_step 17303: [13000/19980 (65%)] rd_loss: 0.905 | psnr: 34.38119 | warppsnr: 29.46914 | bpp: 0.29277 | bpp_feature: 0.12868 | bpp_z: 0.00426 | bpp_mv: 0.15984 | interpsnr: 30.01
- 2023-02-08 16:26:39,549 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:26:39,550 - INFO] Train epoch 0, global_step 17403: [13100/19980 (66%)] rd_loss: 0.915 | psnr: 34.38915 | warppsnr: 29.01748 | bpp: 0.28719 | bpp_feature: 0.12800 | bpp_z: 0.00430 | bpp_mv: 0.15488 | interpsnr: 29.48
- 2023-02-08 16:31:09,324 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:31:09,326 - INFO] Train epoch 0, global_step 17503: [13200/19980 (66%)] rd_loss: 0.864 | psnr: 34.48674 | warppsnr: 29.76805 | bpp: 0.27898 | bpp_feature: 0.12567 | bpp_z: 0.00419 | bpp_mv: 0.14912 | interpsnr: 30.33
- 2023-02-08 16:35:37,806 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:35:37,808 - INFO] Train epoch 0, global_step 17603: [13300/19980 (67%)] rd_loss: 0.995 | psnr: 33.77525 | warppsnr: 28.77869 | bpp: 0.29190 | bpp_feature: 0.13408 | bpp_z: 0.00425 | bpp_mv: 0.15357 | interpsnr: 29.33
- 2023-02-08 16:40:05,567 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:40:05,569 - INFO] Train epoch 0, global_step 17703: [13400/19980 (67%)] rd_loss: 0.869 | psnr: 34.48500 | warppsnr: 29.72187 | bpp: 0.26717 | bpp_feature: 0.12105 | bpp_z: 0.00420 | bpp_mv: 0.14193 | interpsnr: 30.25
- 2023-02-08 16:44:34,138 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:44:34,139 - INFO] Train epoch 0, global_step 17803: [13500/19980 (68%)] rd_loss: 0.848 | psnr: 34.81682 | warppsnr: 29.47080 | bpp: 0.27946 | bpp_feature: 0.12414 | bpp_z: 0.00416 | bpp_mv: 0.15115 | interpsnr: 30.11
- 2023-02-08 16:49:03,106 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:49:03,108 - INFO] Train epoch 0, global_step 17903: [13600/19980 (68%)] rd_loss: 1.199 | psnr: 33.14797 | warppsnr: 27.59025 | bpp: 0.30597 | bpp_feature: 0.14254 | bpp_z: 0.00428 | bpp_mv: 0.15915 | interpsnr: 28.16
- 2023-02-08 16:53:32,683 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:53:32,684 - INFO] Train epoch 0, global_step 18003: [13700/19980 (69%)] rd_loss: 0.903 | psnr: 34.17064 | warppsnr: 29.28275 | bpp: 0.27182 | bpp_feature: 0.12386 | bpp_z: 0.00420 | bpp_mv: 0.14376 | interpsnr: 29.90
- 2023-02-08 16:58:01,105 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 16:58:01,106 - INFO] Train epoch 0, global_step 18103: [13800/19980 (69%)] rd_loss: 0.913 | psnr: 34.16461 | warppsnr: 29.20793 | bpp: 0.27671 | bpp_feature: 0.12793 | bpp_z: 0.00420 | bpp_mv: 0.14457 | interpsnr: 29.78
- 2023-02-08 17:02:29,102 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:02:29,103 - INFO] Train epoch 0, global_step 18203: [13900/19980 (70%)] rd_loss: 0.896 | psnr: 34.30292 | warppsnr: 29.38499 | bpp: 0.28254 | bpp_feature: 0.12795 | bpp_z: 0.00414 | bpp_mv: 0.15045 | interpsnr: 29.95
- 2023-02-08 17:06:58,354 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:06:58,355 - INFO] Train epoch 0, global_step 18303: [14000/19980 (70%)] rd_loss: 1.045 | psnr: 33.30131 | warppsnr: 28.86257 | bpp: 0.29677 | bpp_feature: 0.14002 | bpp_z: 0.00410 | bpp_mv: 0.15266 | interpsnr: 29.26
- 2023-02-08 17:11:28,760 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:11:28,762 - INFO] Train epoch 0, global_step 18403: [14100/19980 (71%)] rd_loss: 0.936 | psnr: 34.27066 | warppsnr: 29.11522 | bpp: 0.29190 | bpp_feature: 0.13721 | bpp_z: 0.00407 | bpp_mv: 0.15062 | interpsnr: 29.50
- 2023-02-08 17:15:57,389 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:15:57,403 - INFO] Train epoch 0, global_step 18503: [14200/19980 (71%)] rd_loss: 1.000 | psnr: 33.70889 | warppsnr: 28.70671 | bpp: 0.28739 | bpp_feature: 0.13334 | bpp_z: 0.00409 | bpp_mv: 0.14996 | interpsnr: 29.18
- 2023-02-08 17:20:27,025 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:20:27,026 - INFO] Train epoch 0, global_step 18603: [14300/19980 (72%)] rd_loss: 0.862 | psnr: 34.62479 | warppsnr: 29.56430 | bpp: 0.28212 | bpp_feature: 0.12834 | bpp_z: 0.00411 | bpp_mv: 0.14967 | interpsnr: 30.11
- 2023-02-08 17:24:53,645 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:24:53,646 - INFO] Train epoch 0, global_step 18703: [14400/19980 (72%)] rd_loss: 0.860 | psnr: 34.39127 | warppsnr: 29.53259 | bpp: 0.26738 | bpp_feature: 0.12093 | bpp_z: 0.00411 | bpp_mv: 0.14233 | interpsnr: 30.05
- 2023-02-08 17:29:20,006 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:29:20,007 - INFO] Train epoch 0, global_step 18803: [14500/19980 (73%)] rd_loss: 0.937 | psnr: 34.40253 | warppsnr: 28.87087 | bpp: 0.29041 | bpp_feature: 0.13139 | bpp_z: 0.00419 | bpp_mv: 0.15483 | interpsnr: 29.48
- 2023-02-08 17:33:46,545 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:33:46,547 - INFO] Train epoch 0, global_step 18903: [14600/19980 (73%)] rd_loss: 0.834 | psnr: 34.81368 | warppsnr: 29.81663 | bpp: 0.26410 | bpp_feature: 0.11875 | bpp_z: 0.00402 | bpp_mv: 0.14133 | interpsnr: 30.40
- 2023-02-08 17:38:14,506 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:38:14,543 - INFO] Train epoch 0, global_step 19003: [14700/19980 (74%)] rd_loss: 1.116 | psnr: 33.05752 | warppsnr: 28.32869 | bpp: 0.29350 | bpp_feature: 0.13998 | bpp_z: 0.00413 | bpp_mv: 0.14939 | interpsnr: 28.84
- 2023-02-08 17:42:42,217 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:42:42,218 - INFO] Train epoch 0, global_step 19103: [14800/19980 (74%)] rd_loss: 0.899 | psnr: 34.11403 | warppsnr: 29.42394 | bpp: 0.26792 | bpp_feature: 0.12487 | bpp_z: 0.00399 | bpp_mv: 0.13906 | interpsnr: 29.93
- 2023-02-08 17:47:11,644 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:47:11,646 - INFO] Train epoch 0, global_step 19203: [14900/19980 (75%)] rd_loss: 0.826 | psnr: 34.91301 | warppsnr: 29.75038 | bpp: 0.27151 | bpp_feature: 0.12306 | bpp_z: 0.00397 | bpp_mv: 0.14448 | interpsnr: 30.26
- 2023-02-08 17:51:41,511 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:51:41,513 - INFO] Train epoch 0, global_step 19303: [15000/19980 (75%)] rd_loss: 0.905 | psnr: 34.06201 | warppsnr: 29.26960 | bpp: 0.27023 | bpp_feature: 0.12571 | bpp_z: 0.00406 | bpp_mv: 0.14046 | interpsnr: 29.86
- 2023-02-08 17:56:15,016 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 17:56:15,018 - INFO] Train epoch 0, global_step 19403: [15100/19980 (76%)] rd_loss: 1.031 | psnr: 33.69054 | warppsnr: 28.61521 | bpp: 0.28164 | bpp_feature: 0.13213 | bpp_z: 0.00409 | bpp_mv: 0.14541 | interpsnr: 29.12
- 2023-02-08 18:00:44,509 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:00:44,511 - INFO] Train epoch 0, global_step 19503: [15200/19980 (76%)] rd_loss: 0.860 | psnr: 34.57355 | warppsnr: 29.44432 | bpp: 0.27089 | bpp_feature: 0.12284 | bpp_z: 0.00400 | bpp_mv: 0.14405 | interpsnr: 30.01
- 2023-02-08 18:05:13,426 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:05:13,428 - INFO] Train epoch 0, global_step 19603: [15300/19980 (77%)] rd_loss: 0.803 | psnr: 34.77104 | warppsnr: 29.87372 | bpp: 0.25571 | bpp_feature: 0.11862 | bpp_z: 0.00393 | bpp_mv: 0.13316 | interpsnr: 30.48
- 2023-02-08 18:09:41,286 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:09:41,288 - INFO] Train epoch 0, global_step 19703: [15400/19980 (77%)] rd_loss: 0.740 | psnr: 35.29758 | warppsnr: 30.33222 | bpp: 0.25036 | bpp_feature: 0.11107 | bpp_z: 0.00393 | bpp_mv: 0.13537 | interpsnr: 30.91
- 2023-02-08 18:14:08,416 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:14:08,418 - INFO] Train epoch 0, global_step 19803: [15500/19980 (78%)] rd_loss: 0.808 | psnr: 35.05200 | warppsnr: 29.69591 | bpp: 0.26544 | bpp_feature: 0.12062 | bpp_z: 0.00394 | bpp_mv: 0.14088 | interpsnr: 30.30
- 2023-02-08 18:18:34,338 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:18:34,339 - INFO] Train epoch 0, global_step 19903: [15600/19980 (78%)] rd_loss: 1.033 | psnr: 33.57150 | warppsnr: 28.44303 | bpp: 0.28811 | bpp_feature: 0.13456 | bpp_z: 0.00404 | bpp_mv: 0.14950 | interpsnr: 28.95
- 2023-02-08 18:23:01,833 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:23:01,855 - INFO] Train epoch 0, global_step 20003: [15700/19980 (79%)] rd_loss: 0.875 | psnr: 34.45524 | warppsnr: 29.39642 | bpp: 0.26714 | bpp_feature: 0.12258 | bpp_z: 0.00393 | bpp_mv: 0.14063 | interpsnr: 30.01
- 2023-02-08 18:27:29,812 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:27:29,813 - INFO] Train epoch 0, global_step 20103: [15800/19980 (79%)] rd_loss: 0.838 | psnr: 34.63955 | warppsnr: 29.55362 | bpp: 0.26232 | bpp_feature: 0.11956 | bpp_z: 0.00392 | bpp_mv: 0.13883 | interpsnr: 30.14
- 2023-02-08 18:31:57,048 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:31:57,049 - INFO] Train epoch 0, global_step 20203: [15900/19980 (80%)] rd_loss: 0.877 | psnr: 34.34745 | warppsnr: 29.54582 | bpp: 0.26328 | bpp_feature: 0.12237 | bpp_z: 0.00395 | bpp_mv: 0.13696 | interpsnr: 30.07
- 2023-02-08 18:36:25,329 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:36:25,330 - INFO] Train epoch 0, global_step 20303: [16000/19980 (80%)] rd_loss: 0.825 | psnr: 34.65719 | warppsnr: 29.72720 | bpp: 0.26079 | bpp_feature: 0.11960 | bpp_z: 0.00388 | bpp_mv: 0.13730 | interpsnr: 30.31
- 2023-02-08 18:40:50,396 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:40:50,397 - INFO] Train epoch 0, global_step 20403: [16100/19980 (81%)] rd_loss: 0.834 | psnr: 34.53208 | warppsnr: 29.68134 | bpp: 0.24924 | bpp_feature: 0.11648 | bpp_z: 0.00385 | bpp_mv: 0.12891 | interpsnr: 30.20
- 2023-02-08 18:45:18,887 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:45:18,897 - INFO] Train epoch 0, global_step 20503: [16200/19980 (81%)] rd_loss: 0.886 | psnr: 34.12403 | warppsnr: 29.34798 | bpp: 0.25608 | bpp_feature: 0.11982 | bpp_z: 0.00394 | bpp_mv: 0.13231 | interpsnr: 29.88
- 2023-02-08 18:49:45,237 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:49:45,239 - INFO] Train epoch 0, global_step 20603: [16300/19980 (82%)] rd_loss: 0.865 | psnr: 34.38753 | warppsnr: 29.51407 | bpp: 0.25700 | bpp_feature: 0.11939 | bpp_z: 0.00389 | bpp_mv: 0.13372 | interpsnr: 29.98
- 2023-02-08 18:54:12,022 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:54:12,024 - INFO] Train epoch 0, global_step 20703: [16400/19980 (82%)] rd_loss: 0.834 | psnr: 34.55713 | warppsnr: 29.60833 | bpp: 0.25747 | bpp_feature: 0.11780 | bpp_z: 0.00387 | bpp_mv: 0.13580 | interpsnr: 30.21
- 2023-02-08 18:58:41,066 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 18:58:41,067 - INFO] Train epoch 0, global_step 20803: [16500/19980 (83%)] rd_loss: 0.741 | psnr: 35.13715 | warppsnr: 30.33160 | bpp: 0.24209 | bpp_feature: 0.10938 | bpp_z: 0.00387 | bpp_mv: 0.12884 | interpsnr: 30.96
- 2023-02-08 19:03:10,905 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:03:10,907 - INFO] Train epoch 0, global_step 20903: [16600/19980 (83%)] rd_loss: 0.869 | psnr: 34.29826 | warppsnr: 29.41346 | bpp: 0.25438 | bpp_feature: 0.11853 | bpp_z: 0.00389 | bpp_mv: 0.13196 | interpsnr: 29.96
- 2023-02-08 19:07:39,190 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:07:39,191 - INFO] Train epoch 0, global_step 21003: [16700/19980 (84%)] rd_loss: 0.891 | psnr: 34.38511 | warppsnr: 29.17694 | bpp: 0.26318 | bpp_feature: 0.12261 | bpp_z: 0.00389 | bpp_mv: 0.13668 | interpsnr: 29.79
- 2023-02-08 19:12:09,915 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:12:09,917 - INFO] Train epoch 0, global_step 21103: [16800/19980 (84%)] rd_loss: 0.832 | psnr: 34.53457 | warppsnr: 29.64449 | bpp: 0.25054 | bpp_feature: 0.11637 | bpp_z: 0.00386 | bpp_mv: 0.13032 | interpsnr: 30.21
- 2023-02-08 19:16:40,626 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:16:40,627 - INFO] Train epoch 0, global_step 21203: [16900/19980 (85%)] rd_loss: 0.799 | psnr: 34.60350 | warppsnr: 30.19247 | bpp: 0.24146 | bpp_feature: 0.11217 | bpp_z: 0.00379 | bpp_mv: 0.12549 | interpsnr: 30.78
- 2023-02-08 19:21:13,632 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:21:13,633 - INFO] Train epoch 0, global_step 21303: [17000/19980 (85%)] rd_loss: 0.934 | psnr: 34.21297 | warppsnr: 28.92931 | bpp: 0.27132 | bpp_feature: 0.12816 | bpp_z: 0.00389 | bpp_mv: 0.13927 | interpsnr: 29.53
- 2023-02-08 19:25:44,571 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:25:44,572 - INFO] Train epoch 0, global_step 21403: [17100/19980 (86%)] rd_loss: 0.916 | psnr: 33.96314 | warppsnr: 29.30380 | bpp: 0.26356 | bpp_feature: 0.12438 | bpp_z: 0.00386 | bpp_mv: 0.13532 | interpsnr: 29.85
- 2023-02-08 19:30:15,080 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:30:15,082 - INFO] Train epoch 0, global_step 21503: [17200/19980 (86%)] rd_loss: 0.794 | psnr: 35.19028 | warppsnr: 29.37615 | bpp: 0.25448 | bpp_feature: 0.11389 | bpp_z: 0.00385 | bpp_mv: 0.13673 | interpsnr: 29.98
- 2023-02-08 19:34:46,989 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:34:46,991 - INFO] Train epoch 0, global_step 21603: [17300/19980 (87%)] rd_loss: 0.802 | psnr: 34.73504 | warppsnr: 30.07120 | bpp: 0.25123 | bpp_feature: 0.11594 | bpp_z: 0.00383 | bpp_mv: 0.13146 | interpsnr: 30.66
- 2023-02-08 19:39:18,311 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:39:18,327 - INFO] Train epoch 0, global_step 21703: [17400/19980 (87%)] rd_loss: 0.866 | psnr: 34.41911 | warppsnr: 29.39223 | bpp: 0.25369 | bpp_feature: 0.11882 | bpp_z: 0.00386 | bpp_mv: 0.13101 | interpsnr: 29.93
- 2023-02-08 19:43:49,342 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:43:49,343 - INFO] Train epoch 0, global_step 21803: [17500/19980 (88%)] rd_loss: 0.908 | psnr: 34.31430 | warppsnr: 29.14330 | bpp: 0.25913 | bpp_feature: 0.12374 | bpp_z: 0.00390 | bpp_mv: 0.13149 | interpsnr: 29.68
- 2023-02-08 19:48:21,217 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:48:21,218 - INFO] Train epoch 0, global_step 21903: [17600/19980 (88%)] rd_loss: 0.874 | psnr: 34.34734 | warppsnr: 29.38781 | bpp: 0.25077 | bpp_feature: 0.11793 | bpp_z: 0.00386 | bpp_mv: 0.12898 | interpsnr: 30.00
- 2023-02-08 19:52:51,504 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:52:51,506 - INFO] Train epoch 0, global_step 22003: [17700/19980 (89%)] rd_loss: 0.911 | psnr: 34.15065 | warppsnr: 28.94343 | bpp: 0.25519 | bpp_feature: 0.11851 | bpp_z: 0.00384 | bpp_mv: 0.13284 | interpsnr: 29.54
- 2023-02-08 19:57:23,706 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 19:57:23,708 - INFO] Train epoch 0, global_step 22103: [17800/19980 (89%)] rd_loss: 0.816 | psnr: 34.59962 | warppsnr: 29.84666 | bpp: 0.24845 | bpp_feature: 0.11726 | bpp_z: 0.00379 | bpp_mv: 0.12740 | interpsnr: 30.42
- 2023-02-08 20:01:53,670 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:01:53,672 - INFO] Train epoch 0, global_step 22203: [17900/19980 (90%)] rd_loss: 0.793 | psnr: 34.61803 | warppsnr: 29.99934 | bpp: 0.24002 | bpp_feature: 0.11125 | bpp_z: 0.00374 | bpp_mv: 0.12503 | interpsnr: 30.61
- 2023-02-08 20:06:25,733 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:06:25,735 - INFO] Train epoch 0, global_step 22303: [18000/19980 (90%)] rd_loss: 0.791 | psnr: 34.77362 | warppsnr: 29.98165 | bpp: 0.24550 | bpp_feature: 0.11453 | bpp_z: 0.00379 | bpp_mv: 0.12718 | interpsnr: 30.56
- 2023-02-08 20:10:57,741 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:10:57,743 - INFO] Train epoch 0, global_step 22403: [18100/19980 (91%)] rd_loss: 0.858 | psnr: 34.52751 | warppsnr: 29.36129 | bpp: 0.24421 | bpp_feature: 0.11434 | bpp_z: 0.00383 | bpp_mv: 0.12604 | interpsnr: 30.01
- 2023-02-08 20:15:26,990 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:15:26,991 - INFO] Train epoch 0, global_step 22503: [18200/19980 (91%)] rd_loss: 0.804 | psnr: 34.79732 | warppsnr: 29.82160 | bpp: 0.24950 | bpp_feature: 0.11384 | bpp_z: 0.00378 | bpp_mv: 0.13188 | interpsnr: 30.42
- 2023-02-08 20:19:57,817 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:19:57,832 - INFO] Train epoch 0, global_step 22603: [18300/19980 (92%)] rd_loss: 0.828 | psnr: 34.81168 | warppsnr: 29.48233 | bpp: 0.24399 | bpp_feature: 0.11155 | bpp_z: 0.00378 | bpp_mv: 0.12866 | interpsnr: 30.09
- 2023-02-08 20:24:27,589 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:24:27,590 - INFO] Train epoch 0, global_step 22703: [18400/19980 (92%)] rd_loss: 0.782 | psnr: 34.93655 | warppsnr: 30.06652 | bpp: 0.24490 | bpp_feature: 0.11423 | bpp_z: 0.00372 | bpp_mv: 0.12695 | interpsnr: 30.69
- 2023-02-08 20:28:57,738 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:28:57,739 - INFO] Train epoch 0, global_step 22803: [18500/19980 (93%)] rd_loss: 0.853 | psnr: 34.47185 | warppsnr: 29.53933 | bpp: 0.25767 | bpp_feature: 0.12121 | bpp_z: 0.00378 | bpp_mv: 0.13268 | interpsnr: 30.05
- 2023-02-08 20:33:36,253 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:33:36,255 - INFO] Train epoch 0, global_step 22903: [18600/19980 (93%)] rd_loss: 0.884 | psnr: 34.28474 | warppsnr: 29.25646 | bpp: 0.25393 | bpp_feature: 0.12031 | bpp_z: 0.00375 | bpp_mv: 0.12987 | interpsnr: 29.85
- 2023-02-08 20:38:05,961 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:38:05,962 - INFO] Train epoch 0, global_step 23003: [18700/19980 (94%)] rd_loss: 0.810 | psnr: 34.60273 | warppsnr: 29.75167 | bpp: 0.23902 | bpp_feature: 0.11045 | bpp_z: 0.00378 | bpp_mv: 0.12480 | interpsnr: 30.35
- 2023-02-08 20:42:36,459 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:42:36,470 - INFO] Train epoch 0, global_step 23103: [18800/19980 (94%)] rd_loss: 0.807 | psnr: 34.75234 | warppsnr: 29.71618 | bpp: 0.24524 | bpp_feature: 0.11494 | bpp_z: 0.00374 | bpp_mv: 0.12656 | interpsnr: 30.29
- 2023-02-08 20:47:07,356 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:47:07,358 - INFO] Train epoch 0, global_step 23203: [18900/19980 (95%)] rd_loss: 0.895 | psnr: 34.25390 | warppsnr: 28.91766 | bpp: 0.25154 | bpp_feature: 0.11793 | bpp_z: 0.00381 | bpp_mv: 0.12979 | interpsnr: 29.60
- 2023-02-08 20:51:36,571 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:51:36,573 - INFO] Train epoch 0, global_step 23303: [19000/19980 (95%)] rd_loss: 0.782 | psnr: 34.85930 | warppsnr: 29.88839 | bpp: 0.23933 | bpp_feature: 0.11264 | bpp_z: 0.00375 | bpp_mv: 0.12295 | interpsnr: 30.52
- 2023-02-08 20:56:07,100 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 20:56:07,101 - INFO] Train epoch 0, global_step 23403: [19100/19980 (96%)] rd_loss: 0.835 | psnr: 34.57408 | warppsnr: 29.31277 | bpp: 0.24374 | bpp_feature: 0.11618 | bpp_z: 0.00372 | bpp_mv: 0.12384 | interpsnr: 29.97
- 2023-02-08 21:00:36,649 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:00:36,650 - INFO] Train epoch 0, global_step 23503: [19200/19980 (96%)] rd_loss: 0.831 | psnr: 34.71751 | warppsnr: 29.39914 | bpp: 0.25015 | bpp_feature: 0.11708 | bpp_z: 0.00378 | bpp_mv: 0.12930 | interpsnr: 30.03
- 2023-02-08 21:05:07,422 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:05:07,424 - INFO] Train epoch 0, global_step 23603: [19300/19980 (97%)] rd_loss: 0.899 | psnr: 34.08346 | warppsnr: 29.16277 | bpp: 0.24723 | bpp_feature: 0.11871 | bpp_z: 0.00376 | bpp_mv: 0.12476 | interpsnr: 29.78
- 2023-02-08 21:09:39,344 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:09:39,346 - INFO] Train epoch 0, global_step 23703: [19400/19980 (97%)] rd_loss: 0.796 | psnr: 34.97697 | warppsnr: 29.58921 | bpp: 0.24074 | bpp_feature: 0.11180 | bpp_z: 0.00376 | bpp_mv: 0.12518 | interpsnr: 30.20
- 2023-02-08 21:14:09,914 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:14:09,915 - INFO] Train epoch 0, global_step 23803: [19500/19980 (98%)] rd_loss: 0.898 | psnr: 34.16224 | warppsnr: 29.22537 | bpp: 0.25113 | bpp_feature: 0.12017 | bpp_z: 0.00381 | bpp_mv: 0.12715 | interpsnr: 29.86
- 2023-02-08 21:18:42,161 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:18:42,164 - INFO] Train epoch 0, global_step 23903: [19600/19980 (98%)] rd_loss: 0.859 | psnr: 34.38381 | warppsnr: 29.25085 | bpp: 0.24507 | bpp_feature: 0.11653 | bpp_z: 0.00374 | bpp_mv: 0.12480 | interpsnr: 29.88
- 2023-02-08 21:23:12,518 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:23:12,519 - INFO] Train epoch 0, global_step 24003: [19700/19980 (99%)] rd_loss: 0.938 | psnr: 33.93557 | warppsnr: 28.84730 | bpp: 0.25603 | bpp_feature: 0.12469 | bpp_z: 0.00376 | bpp_mv: 0.12758 | interpsnr: 29.45
- 2023-02-08 21:27:45,367 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:27:45,369 - INFO] Train epoch 0, global_step 24103: [19800/19980 (99%)] rd_loss: 0.833 | psnr: 34.38519 | warppsnr: 29.65495 | bpp: 0.24296 | bpp_feature: 0.11574 | bpp_z: 0.00373 | bpp_mv: 0.12349 | interpsnr: 30.21
- 2023-02-08 21:32:16,060 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:32:16,061 - INFO] Train epoch 0, global_step 24203: [19900/19980 (100%)] rd_loss: 0.779 | psnr: 34.97334 | warppsnr: 29.66511 | bpp: 0.23735 | bpp_feature: 0.11093 | bpp_z: 0.00378 | bpp_mv: 0.12265 | interpsnr: 30.30
- 2023-02-08 21:35:26,235 - INFO] Train Epoch : 00 Loss: 0.076216 lr:0.0001
- 2023-02-08 21:40:23,598 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:40:23,612 - INFO] Train epoch 1, global_step 24383: [100/19980 (1%)] rd_loss: 0.755 | psnr: 35.18755 | warppsnr: 29.91236 | bpp: 0.23852 | bpp_feature: 0.11002 | bpp_z: 0.00372 | bpp_mv: 0.12479 | interpsnr: 30.54
- 2023-02-08 21:44:55,795 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:44:55,797 - INFO] Train epoch 1, global_step 24483: [200/19980 (1%)] rd_loss: 0.730 | psnr: 35.26507 | warppsnr: 30.17096 | bpp: 0.23211 | bpp_feature: 0.10549 | bpp_z: 0.00368 | bpp_mv: 0.12293 | interpsnr: 30.89
- 2023-02-08 21:49:26,222 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:49:26,224 - INFO] Train epoch 1, global_step 24583: [300/19980 (2%)] rd_loss: 0.827 | psnr: 34.80338 | warppsnr: 29.34305 | bpp: 0.25075 | bpp_feature: 0.11583 | bpp_z: 0.00379 | bpp_mv: 0.13114 | interpsnr: 30.00
- 2023-02-08 21:53:59,080 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:53:59,082 - INFO] Train epoch 1, global_step 24683: [400/19980 (2%)] rd_loss: 0.805 | psnr: 34.70126 | warppsnr: 29.61990 | bpp: 0.23197 | bpp_feature: 0.10817 | bpp_z: 0.00371 | bpp_mv: 0.12009 | interpsnr: 30.24
- 2023-02-08 21:58:31,022 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 21:58:31,023 - INFO] Train epoch 1, global_step 24783: [500/19980 (3%)] rd_loss: 0.963 | psnr: 33.77364 | warppsnr: 28.82621 | bpp: 0.26617 | bpp_feature: 0.13024 | bpp_z: 0.00376 | bpp_mv: 0.13217 | interpsnr: 29.41
- 2023-02-08 22:03:01,191 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:03:01,193 - INFO] Train epoch 1, global_step 24883: [600/19980 (3%)] rd_loss: 0.847 | psnr: 34.56941 | warppsnr: 29.24090 | bpp: 0.24881 | bpp_feature: 0.11950 | bpp_z: 0.00375 | bpp_mv: 0.12556 | interpsnr: 29.83
- 2023-02-08 22:07:32,204 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:07:32,205 - INFO] Train epoch 1, global_step 24983: [700/19980 (4%)] rd_loss: 0.730 | psnr: 35.03576 | warppsnr: 30.43559 | bpp: 0.23095 | bpp_feature: 0.10853 | bpp_z: 0.00359 | bpp_mv: 0.11883 | interpsnr: 31.03
- 2023-02-08 22:11:58,902 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:11:58,903 - INFO] Train epoch 1, global_step 25083: [800/19980 (4%)] rd_loss: 0.763 | psnr: 35.04829 | warppsnr: 29.72863 | bpp: 0.23370 | bpp_feature: 0.10863 | bpp_z: 0.00369 | bpp_mv: 0.12138 | interpsnr: 30.35
- 2023-02-08 22:16:25,525 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:16:25,526 - INFO] Train epoch 1, global_step 25183: [900/19980 (5%)] rd_loss: 0.827 | psnr: 34.57037 | warppsnr: 29.57021 | bpp: 0.24308 | bpp_feature: 0.11518 | bpp_z: 0.00369 | bpp_mv: 0.12421 | interpsnr: 30.19
- 2023-02-08 22:20:51,777 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:20:51,778 - INFO] Train epoch 1, global_step 25283: [1000/19980 (5%)] rd_loss: 0.833 | psnr: 34.29894 | warppsnr: 29.53762 | bpp: 0.23344 | bpp_feature: 0.11202 | bpp_z: 0.00377 | bpp_mv: 0.11765 | interpsnr: 30.11
- 2023-02-08 22:25:19,289 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:25:19,305 - INFO] Train epoch 1, global_step 25383: [1100/19980 (6%)] rd_loss: 0.726 | psnr: 35.43849 | warppsnr: 30.05976 | bpp: 0.23634 | bpp_feature: 0.10888 | bpp_z: 0.00370 | bpp_mv: 0.12376 | interpsnr: 30.68
- 2023-02-08 22:29:47,539 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:29:47,541 - INFO] Train epoch 1, global_step 25483: [1200/19980 (6%)] rd_loss: 0.776 | psnr: 34.66609 | warppsnr: 30.01725 | bpp: 0.22897 | bpp_feature: 0.10854 | bpp_z: 0.00366 | bpp_mv: 0.11677 | interpsnr: 30.70
- 2023-02-08 22:34:15,732 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:34:15,734 - INFO] Train epoch 1, global_step 25583: [1300/19980 (7%)] rd_loss: 0.736 | psnr: 35.47090 | warppsnr: 30.09895 | bpp: 0.23175 | bpp_feature: 0.10799 | bpp_z: 0.00367 | bpp_mv: 0.12009 | interpsnr: 30.73
- 2023-02-08 22:38:42,688 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:38:42,690 - INFO] Train epoch 1, global_step 25683: [1400/19980 (7%)] rd_loss: 0.751 | psnr: 35.02043 | warppsnr: 29.95526 | bpp: 0.23130 | bpp_feature: 0.11028 | bpp_z: 0.00369 | bpp_mv: 0.11733 | interpsnr: 30.64
- 2023-02-08 22:43:09,871 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:43:09,873 - INFO] Train epoch 1, global_step 25783: [1500/19980 (8%)] rd_loss: 0.797 | psnr: 34.58572 | warppsnr: 29.77171 | bpp: 0.22964 | bpp_feature: 0.10831 | bpp_z: 0.00372 | bpp_mv: 0.11760 | interpsnr: 30.38
- 2023-02-08 22:47:37,241 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:47:37,262 - INFO] Train epoch 1, global_step 25883: [1600/19980 (8%)] rd_loss: 0.716 | psnr: 35.23470 | warppsnr: 30.21940 | bpp: 0.22167 | bpp_feature: 0.10422 | bpp_z: 0.00366 | bpp_mv: 0.11379 | interpsnr: 30.87
- 2023-02-08 22:52:04,862 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:52:04,863 - INFO] Train epoch 1, global_step 25983: [1700/19980 (9%)] rd_loss: 0.842 | psnr: 34.43735 | warppsnr: 29.45831 | bpp: 0.23899 | bpp_feature: 0.11505 | bpp_z: 0.00370 | bpp_mv: 0.12024 | interpsnr: 30.05
- 2023-02-08 22:56:32,981 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 22:56:32,982 - INFO] Train epoch 1, global_step 26083: [1800/19980 (9%)] rd_loss: 0.765 | psnr: 34.97269 | warppsnr: 29.79835 | bpp: 0.22668 | bpp_feature: 0.10651 | bpp_z: 0.00369 | bpp_mv: 0.11649 | interpsnr: 30.50
- 2023-02-08 23:00:58,481 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:00:58,482 - INFO] Train epoch 1, global_step 26183: [1900/19980 (10%)] rd_loss: 0.775 | psnr: 34.91687 | warppsnr: 29.89642 | bpp: 0.23294 | bpp_feature: 0.11163 | bpp_z: 0.00373 | bpp_mv: 0.11759 | interpsnr: 30.50
- 2023-02-08 23:05:26,846 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:05:26,847 - INFO] Train epoch 1, global_step 26283: [2000/19980 (10%)] rd_loss: 0.798 | psnr: 34.70284 | warppsnr: 29.75621 | bpp: 0.23327 | bpp_feature: 0.11191 | bpp_z: 0.00371 | bpp_mv: 0.11765 | interpsnr: 30.34
- 2023-02-08 23:09:56,005 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:09:56,007 - INFO] Train epoch 1, global_step 26383: [2100/19980 (11%)] rd_loss: 0.794 | psnr: 34.81935 | warppsnr: 29.56980 | bpp: 0.23366 | bpp_feature: 0.11368 | bpp_z: 0.00373 | bpp_mv: 0.11625 | interpsnr: 30.22
- 2023-02-08 23:14:24,487 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:14:24,488 - INFO] Train epoch 1, global_step 26483: [2200/19980 (11%)] rd_loss: 0.742 | psnr: 35.08165 | warppsnr: 30.17724 | bpp: 0.22649 | bpp_feature: 0.10699 | bpp_z: 0.00365 | bpp_mv: 0.11585 | interpsnr: 30.82
- 2023-02-08 23:18:54,902 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:18:54,904 - INFO] Train epoch 1, global_step 26583: [2300/19980 (12%)] rd_loss: 0.710 | psnr: 35.30151 | warppsnr: 30.40228 | bpp: 0.22133 | bpp_feature: 0.10388 | bpp_z: 0.00367 | bpp_mv: 0.11377 | interpsnr: 30.95
- 2023-02-08 23:23:24,035 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:23:24,037 - INFO] Train epoch 1, global_step 26683: [2400/19980 (12%)] rd_loss: 0.864 | psnr: 34.33792 | warppsnr: 29.11434 | bpp: 0.24146 | bpp_feature: 0.11677 | bpp_z: 0.00377 | bpp_mv: 0.12092 | interpsnr: 29.76
- 2023-02-08 23:27:54,269 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:27:54,271 - INFO] Train epoch 1, global_step 26783: [2500/19980 (13%)] rd_loss: 0.731 | psnr: 35.27446 | warppsnr: 29.92126 | bpp: 0.22771 | bpp_feature: 0.10762 | bpp_z: 0.00365 | bpp_mv: 0.11644 | interpsnr: 30.58
- 2023-02-08 23:32:24,302 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:32:24,303 - INFO] Train epoch 1, global_step 26883: [2600/19980 (13%)] rd_loss: 0.804 | psnr: 34.87998 | warppsnr: 29.48070 | bpp: 0.23659 | bpp_feature: 0.11330 | bpp_z: 0.00366 | bpp_mv: 0.11962 | interpsnr: 30.15
- 2023-02-08 23:37:02,456 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:37:02,457 - INFO] Train epoch 1, global_step 26983: [2700/19980 (14%)] rd_loss: 0.835 | psnr: 34.52398 | warppsnr: 29.27206 | bpp: 0.23173 | bpp_feature: 0.11317 | bpp_z: 0.00374 | bpp_mv: 0.11482 | interpsnr: 29.89
- 2023-02-08 23:41:33,491 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:41:33,492 - INFO] Train epoch 1, global_step 27083: [2800/19980 (14%)] rd_loss: 0.783 | psnr: 34.88703 | warppsnr: 29.71218 | bpp: 0.23131 | bpp_feature: 0.11080 | bpp_z: 0.00368 | bpp_mv: 0.11683 | interpsnr: 30.41
- 2023-02-08 23:46:05,493 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:46:05,509 - INFO] Train epoch 1, global_step 27183: [2900/19980 (15%)] rd_loss: 0.755 | psnr: 35.12812 | warppsnr: 29.75513 | bpp: 0.22564 | bpp_feature: 0.10621 | bpp_z: 0.00369 | bpp_mv: 0.11574 | interpsnr: 30.43
- 2023-02-08 23:50:35,473 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:50:35,475 - INFO] Train epoch 1, global_step 27283: [3000/19980 (15%)] rd_loss: 0.881 | psnr: 34.07850 | warppsnr: 29.49152 | bpp: 0.24036 | bpp_feature: 0.11886 | bpp_z: 0.00377 | bpp_mv: 0.11773 | interpsnr: 30.06
- 2023-02-08 23:55:06,206 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:55:06,207 - INFO] Train epoch 1, global_step 27383: [3100/19980 (16%)] rd_loss: 0.794 | psnr: 35.03913 | warppsnr: 29.51045 | bpp: 0.23292 | bpp_feature: 0.11115 | bpp_z: 0.00374 | bpp_mv: 0.11803 | interpsnr: 30.21
- 2023-02-08 23:59:35,723 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-08 23:59:35,724 - INFO] Train epoch 1, global_step 27483: [3200/19980 (16%)] rd_loss: 0.782 | psnr: 34.82566 | warppsnr: 29.89577 | bpp: 0.22553 | bpp_feature: 0.10986 | bpp_z: 0.00364 | bpp_mv: 0.11203 | interpsnr: 30.58
- 2023-02-09 00:04:06,826 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:04:06,827 - INFO] Train epoch 1, global_step 27583: [3300/19980 (17%)] rd_loss: 0.840 | psnr: 34.45463 | warppsnr: 29.43872 | bpp: 0.23910 | bpp_feature: 0.11495 | bpp_z: 0.00369 | bpp_mv: 0.12047 | interpsnr: 30.05
- 2023-02-09 00:08:36,346 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:08:36,348 - INFO] Train epoch 1, global_step 27683: [3400/19980 (17%)] rd_loss: 0.722 | psnr: 35.36674 | warppsnr: 30.20761 | bpp: 0.23078 | bpp_feature: 0.10973 | bpp_z: 0.00360 | bpp_mv: 0.11745 | interpsnr: 30.85
- 2023-02-09 00:13:03,220 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:13:03,222 - INFO] Train epoch 1, global_step 27783: [3500/19980 (18%)] rd_loss: 0.808 | psnr: 34.79455 | warppsnr: 29.38674 | bpp: 0.23881 | bpp_feature: 0.11355 | bpp_z: 0.00370 | bpp_mv: 0.12155 | interpsnr: 30.10
- 2023-02-09 00:17:31,733 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:17:31,734 - INFO] Train epoch 1, global_step 27883: [3600/19980 (18%)] rd_loss: 0.711 | psnr: 35.34642 | warppsnr: 30.33497 | bpp: 0.21959 | bpp_feature: 0.10338 | bpp_z: 0.00365 | bpp_mv: 0.11256 | interpsnr: 30.97
- 2023-02-09 00:22:02,297 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:22:02,299 - INFO] Train epoch 1, global_step 27983: [3700/19980 (19%)] rd_loss: 0.895 | psnr: 34.14450 | warppsnr: 28.94420 | bpp: 0.24242 | bpp_feature: 0.11878 | bpp_z: 0.00370 | bpp_mv: 0.11993 | interpsnr: 29.66
- 2023-02-09 00:26:30,911 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:26:30,924 - INFO] Train epoch 1, global_step 28083: [3800/19980 (19%)] rd_loss: 0.763 | psnr: 34.96933 | warppsnr: 29.90543 | bpp: 0.23258 | bpp_feature: 0.11504 | bpp_z: 0.00367 | bpp_mv: 0.11386 | interpsnr: 30.49
- 2023-02-09 00:31:00,328 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:31:00,329 - INFO] Train epoch 1, global_step 28183: [3900/19980 (20%)] rd_loss: 0.779 | psnr: 34.78141 | warppsnr: 29.82159 | bpp: 0.22808 | bpp_feature: 0.11070 | bpp_z: 0.00365 | bpp_mv: 0.11373 | interpsnr: 30.52
- 2023-02-09 00:35:28,595 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:35:28,597 - INFO] Train epoch 1, global_step 28283: [4000/19980 (20%)] rd_loss: 0.905 | psnr: 33.93317 | warppsnr: 29.13614 | bpp: 0.23504 | bpp_feature: 0.11725 | bpp_z: 0.00371 | bpp_mv: 0.11408 | interpsnr: 29.73
- 2023-02-09 00:39:57,671 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:39:57,673 - INFO] Train epoch 1, global_step 28383: [4100/19980 (21%)] rd_loss: 0.706 | psnr: 35.65457 | warppsnr: 30.17046 | bpp: 0.22760 | bpp_feature: 0.10558 | bpp_z: 0.00367 | bpp_mv: 0.11835 | interpsnr: 30.88
- 2023-02-09 00:44:26,542 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:44:26,544 - INFO] Train epoch 1, global_step 28483: [4200/19980 (21%)] rd_loss: 0.766 | psnr: 35.11314 | warppsnr: 29.80705 | bpp: 0.23557 | bpp_feature: 0.11418 | bpp_z: 0.00369 | bpp_mv: 0.11771 | interpsnr: 30.42
- 2023-02-09 00:48:54,821 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:48:54,828 - INFO] Train epoch 1, global_step 28583: [4300/19980 (22%)] rd_loss: 0.777 | psnr: 34.89620 | warppsnr: 29.72027 | bpp: 0.22551 | bpp_feature: 0.10944 | bpp_z: 0.00369 | bpp_mv: 0.11239 | interpsnr: 30.37
- 2023-02-09 00:53:25,404 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:53:25,406 - INFO] Train epoch 1, global_step 28683: [4400/19980 (22%)] rd_loss: 0.785 | psnr: 35.06481 | warppsnr: 29.51618 | bpp: 0.23335 | bpp_feature: 0.11086 | bpp_z: 0.00374 | bpp_mv: 0.11875 | interpsnr: 30.19
- 2023-02-09 00:57:52,249 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 00:57:52,251 - INFO] Train epoch 1, global_step 28783: [4500/19980 (23%)] rd_loss: 0.739 | psnr: 35.20180 | warppsnr: 29.93353 | bpp: 0.22960 | bpp_feature: 0.10937 | bpp_z: 0.00369 | bpp_mv: 0.11655 | interpsnr: 30.59
- 2023-02-09 01:02:21,839 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:02:21,841 - INFO] Train epoch 1, global_step 28883: [4600/19980 (23%)] rd_loss: 0.684 | psnr: 35.61064 | warppsnr: 30.43073 | bpp: 0.21894 | bpp_feature: 0.10215 | bpp_z: 0.00365 | bpp_mv: 0.11314 | interpsnr: 31.17
- 2023-02-09 01:06:52,624 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:06:52,625 - INFO] Train epoch 1, global_step 28983: [4700/19980 (24%)] rd_loss: 0.699 | psnr: 35.46887 | warppsnr: 30.22467 | bpp: 0.22000 | bpp_feature: 0.10290 | bpp_z: 0.00361 | bpp_mv: 0.11350 | interpsnr: 30.88
- 2023-02-09 01:11:21,984 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:11:21,986 - INFO] Train epoch 1, global_step 29083: [4800/19980 (24%)] rd_loss: 0.756 | psnr: 34.98904 | warppsnr: 29.81839 | bpp: 0.22648 | bpp_feature: 0.10824 | bpp_z: 0.00364 | bpp_mv: 0.11460 | interpsnr: 30.45
- 2023-02-09 01:15:50,774 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:15:50,775 - INFO] Train epoch 1, global_step 29183: [4900/19980 (25%)] rd_loss: 0.746 | psnr: 35.09263 | warppsnr: 29.87277 | bpp: 0.22691 | bpp_feature: 0.10847 | bpp_z: 0.00365 | bpp_mv: 0.11480 | interpsnr: 30.55
- 2023-02-09 01:20:22,078 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:20:22,079 - INFO] Train epoch 1, global_step 29283: [5000/19980 (25%)] rd_loss: 0.725 | psnr: 35.14689 | warppsnr: 30.29107 | bpp: 0.21298 | bpp_feature: 0.10189 | bpp_z: 0.00365 | bpp_mv: 0.10744 | interpsnr: 30.97
- 2023-02-09 01:24:51,401 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:24:51,403 - INFO] Train epoch 1, global_step 29383: [5100/19980 (26%)] rd_loss: 3.989 | psnr: 30.67025 | warppsnr: 28.40505 | bpp: 0.31558 | bpp_feature: 0.17633 | bpp_z: 0.00589 | bpp_mv: 0.13336 | interpsnr: 26.94
- 2023-02-09 01:29:22,497 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:29:22,506 - INFO] Train epoch 1, global_step 29483: [5200/19980 (26%)] rd_loss: 0.805 | psnr: 34.43579 | warppsnr: 30.20517 | bpp: 0.23640 | bpp_feature: 0.12047 | bpp_z: 0.00366 | bpp_mv: 0.11227 | interpsnr: 30.40
- 2023-02-09 01:33:52,618 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:33:52,620 - INFO] Train epoch 1, global_step 29583: [5300/19980 (27%)] rd_loss: 0.892 | psnr: 33.99535 | warppsnr: 29.24018 | bpp: 0.24511 | bpp_feature: 0.12283 | bpp_z: 0.00364 | bpp_mv: 0.11863 | interpsnr: 29.62
- 2023-02-09 01:38:25,248 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:38:25,250 - INFO] Train epoch 1, global_step 29683: [5400/19980 (27%)] rd_loss: 0.732 | psnr: 35.20808 | warppsnr: 30.20614 | bpp: 0.22371 | bpp_feature: 0.10814 | bpp_z: 0.00357 | bpp_mv: 0.11200 | interpsnr: 30.66
- 2023-02-09 01:42:57,290 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:42:57,292 - INFO] Train epoch 1, global_step 29783: [5500/19980 (28%)] rd_loss: 0.809 | psnr: 34.57598 | warppsnr: 29.86790 | bpp: 0.22686 | bpp_feature: 0.11203 | bpp_z: 0.00363 | bpp_mv: 0.11120 | interpsnr: 30.24
- 2023-02-09 01:47:27,566 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:47:27,567 - INFO] Train epoch 1, global_step 29883: [5600/19980 (28%)] rd_loss: 0.769 | psnr: 34.61719 | warppsnr: 30.12466 | bpp: 0.22144 | bpp_feature: 0.10912 | bpp_z: 0.00363 | bpp_mv: 0.10869 | interpsnr: 30.56
- 2023-02-09 01:51:58,752 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:51:58,764 - INFO] Train epoch 1, global_step 29983: [5700/19980 (29%)] rd_loss: 0.813 | psnr: 34.55512 | warppsnr: 29.86249 | bpp: 0.23781 | bpp_feature: 0.11876 | bpp_z: 0.00363 | bpp_mv: 0.11542 | interpsnr: 30.27
- 2023-02-09 01:56:29,259 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 01:56:29,260 - INFO] Train epoch 1, global_step 30083: [5800/19980 (29%)] rd_loss: 0.736 | psnr: 35.05376 | warppsnr: 30.51569 | bpp: 0.22540 | bpp_feature: 0.11217 | bpp_z: 0.00375 | bpp_mv: 0.10949 | interpsnr: 31.00
- 2023-02-09 02:01:00,531 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:01:00,533 - INFO] Train epoch 1, global_step 30183: [5900/19980 (30%)] rd_loss: 0.846 | psnr: 34.31982 | warppsnr: 29.43997 | bpp: 0.23375 | bpp_feature: 0.11769 | bpp_z: 0.00369 | bpp_mv: 0.11237 | interpsnr: 29.95
- 2023-02-09 02:05:31,652 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:05:31,653 - INFO] Train epoch 1, global_step 30283: [6000/19980 (30%)] rd_loss: 0.786 | psnr: 34.75338 | warppsnr: 29.81771 | bpp: 0.22683 | bpp_feature: 0.10940 | bpp_z: 0.00369 | bpp_mv: 0.11374 | interpsnr: 30.34
- 2023-02-09 02:09:59,330 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:09:59,331 - INFO] Train epoch 1, global_step 30383: [6100/19980 (31%)] rd_loss: 0.811 | psnr: 34.76244 | warppsnr: 29.39300 | bpp: 0.23931 | bpp_feature: 0.11400 | bpp_z: 0.00367 | bpp_mv: 0.12164 | interpsnr: 29.98
- 2023-02-09 02:14:28,438 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:14:28,439 - INFO] Train epoch 1, global_step 30483: [6200/19980 (31%)] rd_loss: 0.836 | psnr: 34.57231 | warppsnr: 29.20765 | bpp: 0.23249 | bpp_feature: 0.11428 | bpp_z: 0.00367 | bpp_mv: 0.11454 | interpsnr: 29.75
- 2023-02-09 02:18:57,479 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:18:57,480 - INFO] Train epoch 1, global_step 30583: [6300/19980 (32%)] rd_loss: 0.749 | psnr: 34.85167 | warppsnr: 30.18746 | bpp: 0.21765 | bpp_feature: 0.10406 | bpp_z: 0.00364 | bpp_mv: 0.10995 | interpsnr: 30.74
- 2023-02-09 02:23:27,181 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:23:27,183 - INFO] Train epoch 1, global_step 30683: [6400/19980 (32%)] rd_loss: 0.879 | psnr: 34.08226 | warppsnr: 29.24971 | bpp: 0.23675 | bpp_feature: 0.11894 | bpp_z: 0.00367 | bpp_mv: 0.11413 | interpsnr: 29.81
- 2023-02-09 02:27:56,539 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:27:56,540 - INFO] Train epoch 1, global_step 30783: [6500/19980 (33%)] rd_loss: 0.741 | psnr: 35.09271 | warppsnr: 30.11336 | bpp: 0.22672 | bpp_feature: 0.10964 | bpp_z: 0.00359 | bpp_mv: 0.11349 | interpsnr: 30.66
- 2023-02-09 02:32:23,435 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:32:23,444 - INFO] Train epoch 1, global_step 30883: [6600/19980 (33%)] rd_loss: 0.756 | psnr: 34.80805 | warppsnr: 29.95096 | bpp: 0.21832 | bpp_feature: 0.10782 | bpp_z: 0.00362 | bpp_mv: 0.10688 | interpsnr: 30.56
- 2023-02-09 02:36:52,859 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:36:52,861 - INFO] Train epoch 1, global_step 30983: [6700/19980 (34%)] rd_loss: 0.782 | psnr: 34.80439 | warppsnr: 29.45086 | bpp: 0.22147 | bpp_feature: 0.10763 | bpp_z: 0.00366 | bpp_mv: 0.11017 | interpsnr: 30.15
- 2023-02-09 02:41:21,515 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:41:21,517 - INFO] Train epoch 1, global_step 31083: [6800/19980 (34%)] rd_loss: 1.035 | psnr: 33.52807 | warppsnr: 29.39810 | bpp: 0.26775 | bpp_feature: 0.14014 | bpp_z: 0.00408 | bpp_mv: 0.12353 | interpsnr: 29.56
- 2023-02-09 02:45:49,789 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:45:49,791 - INFO] Train epoch 1, global_step 31183: [6900/19980 (35%)] rd_loss: 0.860 | psnr: 34.25097 | warppsnr: 29.41717 | bpp: 0.24036 | bpp_feature: 0.12781 | bpp_z: 0.00362 | bpp_mv: 0.10893 | interpsnr: 29.90
- 2023-02-09 02:50:18,779 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:50:18,781 - INFO] Train epoch 1, global_step 31283: [7000/19980 (35%)] rd_loss: 0.920 | psnr: 34.29118 | warppsnr: 28.93235 | bpp: 0.23447 | bpp_feature: 0.12141 | bpp_z: 0.00367 | bpp_mv: 0.10939 | interpsnr: 29.46
- 2023-02-09 02:54:47,206 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:54:47,216 - INFO] Train epoch 1, global_step 31383: [7100/19980 (36%)] rd_loss: 0.763 | psnr: 34.73992 | warppsnr: 30.13322 | bpp: 0.22503 | bpp_feature: 0.11558 | bpp_z: 0.00355 | bpp_mv: 0.10589 | interpsnr: 30.66
- 2023-02-09 02:59:16,977 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 02:59:16,978 - INFO] Train epoch 1, global_step 31483: [7200/19980 (36%)] rd_loss: 0.711 | psnr: 35.10191 | warppsnr: 30.44978 | bpp: 0.21353 | bpp_feature: 0.10696 | bpp_z: 0.00359 | bpp_mv: 0.10298 | interpsnr: 31.07
- 2023-02-09 03:03:47,082 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:03:47,084 - INFO] Train epoch 1, global_step 31583: [7300/19980 (37%)] rd_loss: 0.764 | psnr: 34.79171 | warppsnr: 29.94160 | bpp: 0.22265 | bpp_feature: 0.11158 | bpp_z: 0.00357 | bpp_mv: 0.10750 | interpsnr: 30.57
- 2023-02-09 03:08:17,362 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:08:17,364 - INFO] Train epoch 1, global_step 31683: [7400/19980 (37%)] rd_loss: 0.831 | psnr: 34.49378 | warppsnr: 29.54995 | bpp: 0.23487 | bpp_feature: 0.11827 | bpp_z: 0.00365 | bpp_mv: 0.11295 | interpsnr: 30.16
- 2023-02-09 03:12:49,236 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:12:49,238 - INFO] Train epoch 1, global_step 31783: [7500/19980 (38%)] rd_loss: 0.779 | psnr: 34.80289 | warppsnr: 29.79562 | bpp: 0.22589 | bpp_feature: 0.11202 | bpp_z: 0.00365 | bpp_mv: 0.11023 | interpsnr: 30.40
- 2023-02-09 03:17:18,822 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:17:18,824 - INFO] Train epoch 1, global_step 31883: [7600/19980 (38%)] rd_loss: 0.847 | psnr: 34.35020 | warppsnr: 29.35870 | bpp: 0.22572 | bpp_feature: 0.11387 | bpp_z: 0.00362 | bpp_mv: 0.10823 | interpsnr: 29.91
- 2023-02-09 03:21:50,377 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:21:50,379 - INFO] Train epoch 1, global_step 31983: [7700/19980 (39%)] rd_loss: 0.689 | psnr: 35.56422 | warppsnr: 30.43393 | bpp: 0.22040 | bpp_feature: 0.10679 | bpp_z: 0.00359 | bpp_mv: 0.11002 | interpsnr: 31.10
- 2023-02-09 03:26:32,344 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:26:32,345 - INFO] Train epoch 1, global_step 32083: [7800/19980 (39%)] rd_loss: 0.767 | psnr: 34.96745 | warppsnr: 29.62862 | bpp: 0.21687 | bpp_feature: 0.10529 | bpp_z: 0.00361 | bpp_mv: 0.10797 | interpsnr: 30.31
- 2023-02-09 03:31:03,914 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:31:03,921 - INFO] Train epoch 1, global_step 32183: [7900/19980 (40%)] rd_loss: 0.822 | psnr: 34.72496 | warppsnr: 29.38900 | bpp: 0.22767 | bpp_feature: 0.11104 | bpp_z: 0.00362 | bpp_mv: 0.11301 | interpsnr: 29.93
- 2023-02-09 03:35:35,060 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:35:35,061 - INFO] Train epoch 1, global_step 32283: [8000/19980 (40%)] rd_loss: 0.775 | psnr: 34.79874 | warppsnr: 29.81966 | bpp: 0.22099 | bpp_feature: 0.11097 | bpp_z: 0.00365 | bpp_mv: 0.10637 | interpsnr: 30.40
- 2023-02-09 03:40:06,668 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:40:06,670 - INFO] Train epoch 1, global_step 32383: [8100/19980 (41%)] rd_loss: 0.792 | psnr: 34.79834 | warppsnr: 29.55154 | bpp: 0.22408 | bpp_feature: 0.11060 | bpp_z: 0.00367 | bpp_mv: 0.10981 | interpsnr: 30.16
- 2023-02-09 03:44:37,027 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:44:37,029 - INFO] Train epoch 1, global_step 32483: [8200/19980 (41%)] rd_loss: 0.705 | psnr: 35.32577 | warppsnr: 30.39287 | bpp: 0.22111 | bpp_feature: 0.10955 | bpp_z: 0.00365 | bpp_mv: 0.10791 | interpsnr: 31.04
- 2023-02-09 03:49:08,565 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:49:08,566 - INFO] Train epoch 1, global_step 32583: [8300/19980 (42%)] rd_loss: 0.767 | psnr: 34.83748 | warppsnr: 29.67688 | bpp: 0.21882 | bpp_feature: 0.10750 | bpp_z: 0.00366 | bpp_mv: 0.10766 | interpsnr: 30.33
- 2023-02-09 03:53:38,501 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:53:38,503 - INFO] Train epoch 1, global_step 32683: [8400/19980 (42%)] rd_loss: 0.740 | psnr: 34.91086 | warppsnr: 30.22342 | bpp: 0.21609 | bpp_feature: 0.10857 | bpp_z: 0.00359 | bpp_mv: 0.10393 | interpsnr: 30.92
- 2023-02-09 03:58:09,109 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 03:58:09,111 - INFO] Train epoch 1, global_step 32783: [8500/19980 (43%)] rd_loss: 0.708 | psnr: 35.16699 | warppsnr: 30.55736 | bpp: 0.20934 | bpp_feature: 0.10366 | bpp_z: 0.00362 | bpp_mv: 0.10206 | interpsnr: 31.18
- 2023-02-09 04:02:40,565 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:02:40,567 - INFO] Train epoch 1, global_step 32883: [8600/19980 (43%)] rd_loss: 0.734 | psnr: 35.03443 | warppsnr: 30.09561 | bpp: 0.21771 | bpp_feature: 0.10717 | bpp_z: 0.00365 | bpp_mv: 0.10689 | interpsnr: 30.68
- 2023-02-09 04:07:09,060 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:07:09,062 - INFO] Train epoch 1, global_step 32983: [8700/19980 (44%)] rd_loss: 0.702 | psnr: 35.29354 | warppsnr: 30.30130 | bpp: 0.20736 | bpp_feature: 0.10070 | bpp_z: 0.00362 | bpp_mv: 0.10304 | interpsnr: 31.02
- 2023-02-09 04:11:37,387 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:11:37,389 - INFO] Train epoch 1, global_step 33083: [8800/19980 (44%)] rd_loss: 0.707 | psnr: 35.20352 | warppsnr: 30.42472 | bpp: 0.21744 | bpp_feature: 0.10842 | bpp_z: 0.00356 | bpp_mv: 0.10546 | interpsnr: 31.01
- 2023-02-09 04:16:05,981 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:16:05,983 - INFO] Train epoch 1, global_step 33183: [8900/19980 (45%)] rd_loss: 0.704 | psnr: 35.46917 | warppsnr: 30.11367 | bpp: 0.21937 | bpp_feature: 0.10489 | bpp_z: 0.00364 | bpp_mv: 0.11084 | interpsnr: 30.74
- 2023-02-09 04:20:36,216 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:20:36,217 - INFO] Train epoch 1, global_step 33283: [9000/19980 (45%)] rd_loss: 0.719 | psnr: 35.21721 | warppsnr: 30.32259 | bpp: 0.21974 | bpp_feature: 0.10662 | bpp_z: 0.00358 | bpp_mv: 0.10953 | interpsnr: 30.96
- 2023-02-09 04:25:05,312 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:25:05,313 - INFO] Train epoch 1, global_step 33383: [9100/19980 (46%)] rd_loss: 0.662 | psnr: 35.70774 | warppsnr: 30.52484 | bpp: 0.21058 | bpp_feature: 0.10187 | bpp_z: 0.00357 | bpp_mv: 0.10514 | interpsnr: 31.15
- 2023-02-09 04:29:35,001 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:29:35,003 - INFO] Train epoch 1, global_step 33483: [9200/19980 (46%)] rd_loss: 0.740 | psnr: 35.07779 | warppsnr: 29.92744 | bpp: 0.21018 | bpp_feature: 0.10276 | bpp_z: 0.00362 | bpp_mv: 0.10380 | interpsnr: 30.59
- 2023-02-09 04:34:04,571 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:34:04,573 - INFO] Train epoch 1, global_step 33583: [9300/19980 (47%)] rd_loss: 0.816 | psnr: 34.79164 | warppsnr: 29.11815 | bpp: 0.22383 | bpp_feature: 0.11268 | bpp_z: 0.00369 | bpp_mv: 0.10747 | interpsnr: 29.71
- 2023-02-09 04:38:33,876 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:38:33,877 - INFO] Train epoch 1, global_step 33683: [9400/19980 (47%)] rd_loss: 0.827 | psnr: 34.66808 | warppsnr: 29.17243 | bpp: 0.22575 | bpp_feature: 0.11197 | bpp_z: 0.00365 | bpp_mv: 0.11014 | interpsnr: 29.80
- 2023-02-09 04:43:04,518 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:43:04,519 - INFO] Train epoch 1, global_step 33783: [9500/19980 (48%)] rd_loss: 0.687 | psnr: 35.32376 | warppsnr: 30.50912 | bpp: 0.20618 | bpp_feature: 0.10041 | bpp_z: 0.00360 | bpp_mv: 0.10217 | interpsnr: 31.17
- 2023-02-09 04:47:34,017 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:47:34,018 - INFO] Train epoch 1, global_step 33883: [9600/19980 (48%)] rd_loss: 0.740 | psnr: 35.13210 | warppsnr: 29.89858 | bpp: 0.22153 | bpp_feature: 0.10901 | bpp_z: 0.00363 | bpp_mv: 0.10888 | interpsnr: 30.57
- 2023-02-09 04:52:03,325 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:52:03,326 - INFO] Train epoch 1, global_step 33983: [9700/19980 (49%)] rd_loss: 0.760 | psnr: 34.85588 | warppsnr: 29.79657 | bpp: 0.21695 | bpp_feature: 0.10868 | bpp_z: 0.00366 | bpp_mv: 0.10461 | interpsnr: 30.46
- 2023-02-09 04:56:32,299 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 04:56:32,313 - INFO] Train epoch 1, global_step 34083: [9800/19980 (49%)] rd_loss: 0.794 | psnr: 34.66621 | warppsnr: 29.57623 | bpp: 0.22359 | bpp_feature: 0.11158 | bpp_z: 0.00365 | bpp_mv: 0.10836 | interpsnr: 30.23
- 2023-02-09 05:01:01,344 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:01:01,345 - INFO] Train epoch 1, global_step 34183: [9900/19980 (50%)] rd_loss: 0.816 | psnr: 34.61522 | warppsnr: 29.34290 | bpp: 0.22428 | bpp_feature: 0.11192 | bpp_z: 0.00371 | bpp_mv: 0.10865 | interpsnr: 30.05
- 2023-02-09 05:05:31,364 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:05:31,365 - INFO] Train epoch 1, global_step 34283: [10000/19980 (50%)] rd_loss: 0.775 | psnr: 34.75909 | warppsnr: 29.75362 | bpp: 0.22128 | bpp_feature: 0.11043 | bpp_z: 0.00362 | bpp_mv: 0.10723 | interpsnr: 30.38
- 2023-02-09 05:10:01,722 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:10:01,724 - INFO] Train epoch 1, global_step 34383: [10100/19980 (51%)] rd_loss: 0.734 | psnr: 35.20159 | warppsnr: 29.89464 | bpp: 0.21676 | bpp_feature: 0.10651 | bpp_z: 0.00364 | bpp_mv: 0.10661 | interpsnr: 30.55
- 2023-02-09 05:14:33,087 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:14:33,089 - INFO] Train epoch 1, global_step 34483: [10200/19980 (51%)] rd_loss: 0.730 | psnr: 35.30893 | warppsnr: 29.76764 | bpp: 0.21636 | bpp_feature: 0.10554 | bpp_z: 0.00364 | bpp_mv: 0.10717 | interpsnr: 30.48
- 2023-02-09 05:19:04,535 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:19:04,536 - INFO] Train epoch 1, global_step 34583: [10300/19980 (52%)] rd_loss: 0.750 | psnr: 35.12119 | warppsnr: 29.70247 | bpp: 0.22009 | bpp_feature: 0.10918 | bpp_z: 0.00364 | bpp_mv: 0.10728 | interpsnr: 30.38
- 2023-02-09 05:23:35,700 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:23:35,702 - INFO] Train epoch 1, global_step 34683: [10400/19980 (52%)] rd_loss: 0.779 | psnr: 34.98943 | warppsnr: 29.38651 | bpp: 0.21614 | bpp_feature: 0.10677 | bpp_z: 0.00362 | bpp_mv: 0.10575 | interpsnr: 30.09
- 2023-02-09 05:28:06,949 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:28:06,950 - INFO] Train epoch 1, global_step 34783: [10500/19980 (53%)] rd_loss: 0.725 | psnr: 35.38765 | warppsnr: 29.81210 | bpp: 0.21469 | bpp_feature: 0.10494 | bpp_z: 0.00363 | bpp_mv: 0.10613 | interpsnr: 30.49
- 2023-02-09 05:32:37,781 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:32:37,782 - INFO] Train epoch 1, global_step 34883: [10600/19980 (53%)] rd_loss: 0.756 | psnr: 35.02283 | warppsnr: 29.86670 | bpp: 0.21682 | bpp_feature: 0.10372 | bpp_z: 0.00361 | bpp_mv: 0.10949 | interpsnr: 30.58
- 2023-02-09 05:37:09,371 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:37:09,386 - INFO] Train epoch 1, global_step 34983: [10700/19980 (54%)] rd_loss: 0.741 | psnr: 35.15400 | warppsnr: 29.69967 | bpp: 0.21842 | bpp_feature: 0.10592 | bpp_z: 0.00365 | bpp_mv: 0.10885 | interpsnr: 30.41
- 2023-02-09 05:41:41,004 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:41:41,005 - INFO] Train epoch 1, global_step 35083: [10800/19980 (54%)] rd_loss: 0.734 | psnr: 35.12236 | warppsnr: 30.33738 | bpp: 0.21591 | bpp_feature: 0.10771 | bpp_z: 0.00358 | bpp_mv: 0.10462 | interpsnr: 30.97
- 2023-02-09 05:46:10,242 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:46:10,244 - INFO] Train epoch 1, global_step 35183: [10900/19980 (55%)] rd_loss: 0.698 | psnr: 35.35499 | warppsnr: 30.33353 | bpp: 0.21052 | bpp_feature: 0.10479 | bpp_z: 0.00357 | bpp_mv: 0.10215 | interpsnr: 30.89
- 2023-02-09 05:50:39,808 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:50:39,809 - INFO] Train epoch 1, global_step 35283: [11000/19980 (55%)] rd_loss: 0.749 | psnr: 35.13666 | warppsnr: 29.64838 | bpp: 0.21755 | bpp_feature: 0.10781 | bpp_z: 0.00363 | bpp_mv: 0.10610 | interpsnr: 30.30
- 2023-02-09 05:55:09,504 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:55:09,506 - INFO] Train epoch 1, global_step 35383: [11100/19980 (56%)] rd_loss: 0.784 | psnr: 34.88335 | warppsnr: 29.51653 | bpp: 0.22232 | bpp_feature: 0.11043 | bpp_z: 0.00360 | bpp_mv: 0.10829 | interpsnr: 30.21
- 2023-02-09 05:59:38,496 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 05:59:38,498 - INFO] Train epoch 1, global_step 35483: [11200/19980 (56%)] rd_loss: 0.706 | psnr: 35.70801 | warppsnr: 29.77749 | bpp: 0.21121 | bpp_feature: 0.10335 | bpp_z: 0.00357 | bpp_mv: 0.10429 | interpsnr: 30.45
- 2023-02-09 06:04:08,121 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:04:08,123 - INFO] Train epoch 1, global_step 35583: [11300/19980 (57%)] rd_loss: 0.728 | psnr: 35.05837 | warppsnr: 30.23295 | bpp: 0.20813 | bpp_feature: 0.10317 | bpp_z: 0.00358 | bpp_mv: 0.10137 | interpsnr: 30.94
- 2023-02-09 06:08:36,943 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:08:36,944 - INFO] Train epoch 1, global_step 35683: [11400/19980 (57%)] rd_loss: 0.824 | psnr: 34.45677 | warppsnr: 29.33162 | bpp: 0.22112 | bpp_feature: 0.11264 | bpp_z: 0.00368 | bpp_mv: 0.10481 | interpsnr: 29.98
- 2023-02-09 06:13:07,567 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:13:07,568 - INFO] Train epoch 1, global_step 35783: [11500/19980 (58%)] rd_loss: 0.726 | psnr: 35.23623 | warppsnr: 30.04244 | bpp: 0.21130 | bpp_feature: 0.10698 | bpp_z: 0.00365 | bpp_mv: 0.10067 | interpsnr: 30.65
- 2023-02-09 06:17:38,221 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:17:38,223 - INFO] Train epoch 1, global_step 35883: [11600/19980 (58%)] rd_loss: 0.741 | psnr: 35.23240 | warppsnr: 29.79240 | bpp: 0.22156 | bpp_feature: 0.10901 | bpp_z: 0.00364 | bpp_mv: 0.10891 | interpsnr: 30.45
- 2023-02-09 06:22:09,076 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:22:09,078 - INFO] Train epoch 1, global_step 35983: [11700/19980 (59%)] rd_loss: 0.639 | psnr: 35.79992 | warppsnr: 30.79166 | bpp: 0.20496 | bpp_feature: 0.10110 | bpp_z: 0.00357 | bpp_mv: 0.10030 | interpsnr: 31.48
- 2023-02-09 06:26:40,750 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:26:40,751 - INFO] Train epoch 1, global_step 36083: [11800/19980 (59%)] rd_loss: 0.680 | psnr: 35.66473 | warppsnr: 30.33055 | bpp: 0.20571 | bpp_feature: 0.10069 | bpp_z: 0.00355 | bpp_mv: 0.10147 | interpsnr: 31.07
- 2023-02-09 06:31:11,035 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:31:11,036 - INFO] Train epoch 1, global_step 36183: [11900/19980 (60%)] rd_loss: 0.762 | psnr: 35.20850 | warppsnr: 29.57932 | bpp: 0.22032 | bpp_feature: 0.10708 | bpp_z: 0.00368 | bpp_mv: 0.10956 | interpsnr: 30.30
- 2023-02-09 06:35:41,821 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:35:41,835 - INFO] Train epoch 1, global_step 36283: [12000/19980 (60%)] rd_loss: 0.695 | psnr: 35.26528 | warppsnr: 30.30390 | bpp: 0.20399 | bpp_feature: 0.10315 | bpp_z: 0.00360 | bpp_mv: 0.09724 | interpsnr: 30.89
- 2023-02-09 06:40:11,997 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:40:11,998 - INFO] Train epoch 1, global_step 36383: [12100/19980 (61%)] rd_loss: 0.683 | psnr: 35.52895 | warppsnr: 30.28415 | bpp: 0.20926 | bpp_feature: 0.10475 | bpp_z: 0.00360 | bpp_mv: 0.10091 | interpsnr: 30.93
- 2023-02-09 06:44:41,253 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:44:41,254 - INFO] Train epoch 1, global_step 36483: [12200/19980 (61%)] rd_loss: 0.682 | psnr: 35.71049 | warppsnr: 30.34945 | bpp: 0.21025 | bpp_feature: 0.10366 | bpp_z: 0.00359 | bpp_mv: 0.10299 | interpsnr: 31.01
- 2023-02-09 06:49:12,342 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:49:12,343 - INFO] Train epoch 1, global_step 36583: [12300/19980 (62%)] rd_loss: 0.799 | psnr: 34.93508 | warppsnr: 29.46245 | bpp: 0.21910 | bpp_feature: 0.10900 | bpp_z: 0.00362 | bpp_mv: 0.10647 | interpsnr: 30.15
- 2023-02-09 06:53:41,746 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:53:41,748 - INFO] Train epoch 1, global_step 36683: [12400/19980 (62%)] rd_loss: 0.833 | psnr: 34.46471 | warppsnr: 29.25097 | bpp: 0.22871 | bpp_feature: 0.11477 | bpp_z: 0.00369 | bpp_mv: 0.11025 | interpsnr: 29.89
- 2023-02-09 06:58:13,302 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 06:58:13,314 - INFO] Train epoch 1, global_step 36783: [12500/19980 (63%)] rd_loss: 0.765 | psnr: 34.93504 | warppsnr: 29.65871 | bpp: 0.22037 | bpp_feature: 0.10955 | bpp_z: 0.00362 | bpp_mv: 0.10721 | interpsnr: 30.31
- 2023-02-09 07:02:43,732 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:02:43,734 - INFO] Train epoch 1, global_step 36883: [12600/19980 (63%)] rd_loss: 0.727 | psnr: 35.24602 | warppsnr: 29.94822 | bpp: 0.21373 | bpp_feature: 0.10624 | bpp_z: 0.00363 | bpp_mv: 0.10385 | interpsnr: 30.69
- 2023-02-09 07:07:16,216 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:07:16,218 - INFO] Train epoch 1, global_step 36983: [12700/19980 (64%)] rd_loss: 0.709 | psnr: 35.28647 | warppsnr: 30.30159 | bpp: 0.20701 | bpp_feature: 0.10382 | bpp_z: 0.00362 | bpp_mv: 0.09957 | interpsnr: 30.94
- 2023-02-09 07:11:49,173 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:11:49,175 - INFO] Train epoch 1, global_step 37083: [12800/19980 (64%)] rd_loss: 0.756 | psnr: 34.90947 | warppsnr: 29.85616 | bpp: 0.21134 | bpp_feature: 0.10576 | bpp_z: 0.00363 | bpp_mv: 0.10195 | interpsnr: 30.55
- 2023-02-09 07:16:22,080 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:16:22,082 - INFO] Train epoch 1, global_step 37183: [12900/19980 (65%)] rd_loss: 0.786 | psnr: 34.57032 | warppsnr: 30.00986 | bpp: 0.21730 | bpp_feature: 0.10987 | bpp_z: 0.00364 | bpp_mv: 0.10380 | interpsnr: 30.57
- 2023-02-09 07:20:53,200 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:20:53,202 - INFO] Train epoch 1, global_step 37283: [13000/19980 (65%)] rd_loss: 0.724 | psnr: 35.10877 | warppsnr: 30.19783 | bpp: 0.22037 | bpp_feature: 0.11140 | bpp_z: 0.00359 | bpp_mv: 0.10538 | interpsnr: 30.74
- 2023-02-09 07:25:25,832 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:25:25,833 - INFO] Train epoch 1, global_step 37383: [13100/19980 (66%)] rd_loss: 0.746 | psnr: 34.95670 | warppsnr: 29.93934 | bpp: 0.22077 | bpp_feature: 0.11268 | bpp_z: 0.00361 | bpp_mv: 0.10448 | interpsnr: 30.54
- 2023-02-09 07:29:57,813 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:29:57,814 - INFO] Train epoch 1, global_step 37483: [13200/19980 (66%)] rd_loss: 0.712 | psnr: 35.23227 | warppsnr: 30.19099 | bpp: 0.21214 | bpp_feature: 0.10579 | bpp_z: 0.00363 | bpp_mv: 0.10272 | interpsnr: 30.77
- 2023-02-09 07:34:31,826 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:34:31,827 - INFO] Train epoch 1, global_step 37583: [13300/19980 (67%)] rd_loss: 0.702 | psnr: 35.19872 | warppsnr: 30.47896 | bpp: 0.21291 | bpp_feature: 0.10874 | bpp_z: 0.00357 | bpp_mv: 0.10061 | interpsnr: 31.07
- 2023-02-09 07:39:04,621 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:39:04,638 - INFO] Train epoch 1, global_step 37683: [13400/19980 (67%)] rd_loss: 0.695 | psnr: 35.27689 | warppsnr: 30.33680 | bpp: 0.20960 | bpp_feature: 0.10735 | bpp_z: 0.00353 | bpp_mv: 0.09872 | interpsnr: 30.99
- 2023-02-09 07:43:38,171 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:43:38,173 - INFO] Train epoch 1, global_step 37783: [13500/19980 (68%)] rd_loss: 0.665 | psnr: 35.63203 | warppsnr: 30.59472 | bpp: 0.19879 | bpp_feature: 0.09751 | bpp_z: 0.00355 | bpp_mv: 0.09774 | interpsnr: 31.20
- 2023-02-09 07:48:12,243 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:48:12,245 - INFO] Train epoch 1, global_step 37883: [13600/19980 (68%)] rd_loss: 0.697 | psnr: 35.60855 | warppsnr: 30.00364 | bpp: 0.21620 | bpp_feature: 0.10557 | bpp_z: 0.00361 | bpp_mv: 0.10701 | interpsnr: 30.66
- 2023-02-09 07:52:44,514 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:52:44,516 - INFO] Train epoch 1, global_step 37983: [13700/19980 (69%)] rd_loss: 0.742 | psnr: 34.93073 | warppsnr: 29.85719 | bpp: 0.21026 | bpp_feature: 0.10593 | bpp_z: 0.00362 | bpp_mv: 0.10072 | interpsnr: 30.51
- 2023-02-09 07:57:17,735 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 07:57:17,751 - INFO] Train epoch 1, global_step 38083: [13800/19980 (69%)] rd_loss: 0.721 | psnr: 35.18902 | warppsnr: 30.09780 | bpp: 0.20475 | bpp_feature: 0.10127 | bpp_z: 0.00353 | bpp_mv: 0.09994 | interpsnr: 30.76
- 2023-02-09 08:02:05,400 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:02:05,402 - INFO] Train epoch 1, global_step 38183: [13900/19980 (70%)] rd_loss: 0.750 | psnr: 34.88057 | warppsnr: 29.93041 | bpp: 0.21107 | bpp_feature: 0.10789 | bpp_z: 0.00356 | bpp_mv: 0.09961 | interpsnr: 30.56
- 2023-02-09 08:06:39,016 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:06:39,017 - INFO] Train epoch 1, global_step 38283: [14000/19980 (70%)] rd_loss: 0.673 | psnr: 35.59394 | warppsnr: 30.33549 | bpp: 0.20558 | bpp_feature: 0.10167 | bpp_z: 0.00359 | bpp_mv: 0.10032 | interpsnr: 31.00
- 2023-02-09 08:11:09,609 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:11:09,611 - INFO] Train epoch 1, global_step 38383: [14100/19980 (71%)] rd_loss: 0.698 | psnr: 35.17199 | warppsnr: 30.32282 | bpp: 0.20277 | bpp_feature: 0.09992 | bpp_z: 0.00362 | bpp_mv: 0.09923 | interpsnr: 30.99
- 2023-02-09 08:15:41,190 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:15:41,191 - INFO] Train epoch 1, global_step 38483: [14200/19980 (71%)] rd_loss: 0.747 | psnr: 34.83898 | warppsnr: 30.05244 | bpp: 0.21135 | bpp_feature: 0.10740 | bpp_z: 0.00358 | bpp_mv: 0.10036 | interpsnr: 30.68
- 2023-02-09 08:20:12,791 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:20:12,805 - INFO] Train epoch 1, global_step 38583: [14300/19980 (72%)] rd_loss: 0.714 | psnr: 35.29109 | warppsnr: 29.93059 | bpp: 0.21179 | bpp_feature: 0.10582 | bpp_z: 0.00362 | bpp_mv: 0.10235 | interpsnr: 30.60
- 2023-02-09 08:24:44,782 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:24:44,784 - INFO] Train epoch 1, global_step 38683: [14400/19980 (72%)] rd_loss: 0.713 | psnr: 35.25699 | warppsnr: 29.97919 | bpp: 0.20563 | bpp_feature: 0.10400 | bpp_z: 0.00358 | bpp_mv: 0.09805 | interpsnr: 30.70
- 2023-02-09 08:29:15,417 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:29:15,423 - INFO] Train epoch 1, global_step 38783: [14500/19980 (73%)] rd_loss: 0.719 | psnr: 35.36806 | warppsnr: 29.76724 | bpp: 0.20887 | bpp_feature: 0.10170 | bpp_z: 0.00360 | bpp_mv: 0.10357 | interpsnr: 30.45
- 2023-02-09 08:33:47,586 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:33:47,607 - INFO] Train epoch 1, global_step 38883: [14600/19980 (73%)] rd_loss: 0.608 | psnr: 35.79066 | warppsnr: 31.35542 | bpp: 0.18830 | bpp_feature: 0.09326 | bpp_z: 0.00346 | bpp_mv: 0.09158 | interpsnr: 31.98
- 2023-02-09 08:38:20,952 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:38:20,965 - INFO] Train epoch 1, global_step 38983: [14700/19980 (74%)] rd_loss: 0.710 | psnr: 35.31978 | warppsnr: 29.96762 | bpp: 0.21191 | bpp_feature: 0.10586 | bpp_z: 0.00358 | bpp_mv: 0.10247 | interpsnr: 30.66
- 2023-02-09 08:42:52,030 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:42:52,039 - INFO] Train epoch 1, global_step 39083: [14800/19980 (74%)] rd_loss: 0.735 | psnr: 35.01993 | warppsnr: 29.97459 | bpp: 0.21308 | bpp_feature: 0.10539 | bpp_z: 0.00359 | bpp_mv: 0.10410 | interpsnr: 30.68
- 2023-02-09 08:47:25,609 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:47:25,639 - INFO] Train epoch 1, global_step 39183: [14900/19980 (75%)] rd_loss: 0.675 | psnr: 35.40969 | warppsnr: 30.47445 | bpp: 0.19903 | bpp_feature: 0.10034 | bpp_z: 0.00357 | bpp_mv: 0.09512 | interpsnr: 31.12
- 2023-02-09 08:51:58,313 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:51:58,323 - INFO] Train epoch 1, global_step 39283: [15000/19980 (75%)] rd_loss: 0.697 | psnr: 35.30424 | warppsnr: 30.57288 | bpp: 0.20281 | bpp_feature: 0.10245 | bpp_z: 0.00354 | bpp_mv: 0.09681 | interpsnr: 31.18
- 2023-02-09 08:56:31,467 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 08:56:31,482 - INFO] Train epoch 1, global_step 39383: [15100/19980 (76%)] rd_loss: 0.704 | psnr: 35.31676 | warppsnr: 30.04994 | bpp: 0.20905 | bpp_feature: 0.10515 | bpp_z: 0.00355 | bpp_mv: 0.10035 | interpsnr: 30.72
- 2023-02-09 09:01:04,430 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:01:04,432 - INFO] Train epoch 1, global_step 39483: [15200/19980 (76%)] rd_loss: 0.693 | psnr: 35.48909 | warppsnr: 30.26885 | bpp: 0.20370 | bpp_feature: 0.10246 | bpp_z: 0.00360 | bpp_mv: 0.09764 | interpsnr: 30.96
- 2023-02-09 09:05:38,264 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:05:38,265 - INFO] Train epoch 1, global_step 39583: [15300/19980 (77%)] rd_loss: 0.677 | psnr: 35.53099 | warppsnr: 30.27609 | bpp: 0.20441 | bpp_feature: 0.10112 | bpp_z: 0.00353 | bpp_mv: 0.09976 | interpsnr: 31.00
- 2023-02-09 09:10:12,725 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:10:12,727 - INFO] Train epoch 1, global_step 39683: [15400/19980 (77%)] rd_loss: 0.762 | psnr: 34.81576 | warppsnr: 29.81736 | bpp: 0.21326 | bpp_feature: 0.10944 | bpp_z: 0.00366 | bpp_mv: 0.10017 | interpsnr: 30.50
- 2023-02-09 09:14:45,792 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:14:45,807 - INFO] Train epoch 1, global_step 39783: [15500/19980 (78%)] rd_loss: 0.636 | psnr: 35.87722 | warppsnr: 30.67965 | bpp: 0.19718 | bpp_feature: 0.09668 | bpp_z: 0.00352 | bpp_mv: 0.09697 | interpsnr: 31.41
- 2023-02-09 09:19:19,286 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:19:19,298 - INFO] Train epoch 1, global_step 39883: [15600/19980 (78%)] rd_loss: 0.681 | psnr: 35.42596 | warppsnr: 30.50021 | bpp: 0.20049 | bpp_feature: 0.10198 | bpp_z: 0.00354 | bpp_mv: 0.09497 | interpsnr: 31.16
- 2023-02-09 09:23:53,208 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:23:53,217 - INFO] Train epoch 1, global_step 39983: [15700/19980 (79%)] rd_loss: 0.773 | psnr: 34.97826 | warppsnr: 29.34258 | bpp: 0.21043 | bpp_feature: 0.10750 | bpp_z: 0.00361 | bpp_mv: 0.09933 | interpsnr: 30.01
- 2023-02-09 09:28:28,266 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:28:28,283 - INFO] Train epoch 1, global_step 40083: [15800/19980 (79%)] rd_loss: 0.685 | psnr: 35.54930 | warppsnr: 30.17613 | bpp: 0.20062 | bpp_feature: 0.09891 | bpp_z: 0.00361 | bpp_mv: 0.09811 | interpsnr: 30.94
- 2023-02-09 09:33:01,889 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:33:01,891 - INFO] Train epoch 1, global_step 40183: [15900/19980 (80%)] rd_loss: 0.681 | psnr: 35.39803 | warppsnr: 30.41625 | bpp: 0.20434 | bpp_feature: 0.10364 | bpp_z: 0.00359 | bpp_mv: 0.09711 | interpsnr: 31.04
- 2023-02-09 09:37:36,206 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:37:36,208 - INFO] Train epoch 1, global_step 40283: [16000/19980 (80%)] rd_loss: 0.726 | psnr: 35.42953 | warppsnr: 29.72972 | bpp: 0.20468 | bpp_feature: 0.10181 | bpp_z: 0.00364 | bpp_mv: 0.09923 | interpsnr: 30.45
- 2023-02-09 09:42:10,209 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:42:10,226 - INFO] Train epoch 1, global_step 40383: [16100/19980 (81%)] rd_loss: 0.694 | psnr: 35.41509 | warppsnr: 30.19847 | bpp: 0.20252 | bpp_feature: 0.10286 | bpp_z: 0.00355 | bpp_mv: 0.09611 | interpsnr: 30.86
- 2023-02-09 09:46:44,160 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:46:44,162 - INFO] Train epoch 1, global_step 40483: [16200/19980 (81%)] rd_loss: 0.741 | psnr: 35.14026 | warppsnr: 29.69000 | bpp: 0.21312 | bpp_feature: 0.10806 | bpp_z: 0.00362 | bpp_mv: 0.10144 | interpsnr: 30.34
- 2023-02-09 09:51:17,230 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:51:17,244 - INFO] Train epoch 1, global_step 40583: [16300/19980 (82%)] rd_loss: 0.629 | psnr: 35.91095 | warppsnr: 30.83138 | bpp: 0.19801 | bpp_feature: 0.09823 | bpp_z: 0.00354 | bpp_mv: 0.09624 | interpsnr: 31.43
- 2023-02-09 09:55:50,073 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 09:55:50,078 - INFO] Train epoch 1, global_step 40683: [16400/19980 (82%)] rd_loss: 0.726 | psnr: 35.25667 | warppsnr: 29.84709 | bpp: 0.20891 | bpp_feature: 0.10511 | bpp_z: 0.00360 | bpp_mv: 0.10019 | interpsnr: 30.61
- 2023-02-09 10:00:23,328 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:00:23,330 - INFO] Train epoch 1, global_step 40783: [16500/19980 (83%)] rd_loss: 0.692 | psnr: 35.47566 | warppsnr: 30.26468 | bpp: 0.20033 | bpp_feature: 0.10216 | bpp_z: 0.00355 | bpp_mv: 0.09461 | interpsnr: 30.95
- 2023-02-09 10:04:55,001 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:04:55,002 - INFO] Train epoch 1, global_step 40883: [16600/19980 (83%)] rd_loss: 0.741 | psnr: 35.02849 | warppsnr: 29.75889 | bpp: 0.21122 | bpp_feature: 0.10537 | bpp_z: 0.00356 | bpp_mv: 0.10229 | interpsnr: 30.45
- 2023-02-09 10:09:27,269 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:09:27,271 - INFO] Train epoch 1, global_step 40983: [16700/19980 (84%)] rd_loss: 0.666 | psnr: 35.58199 | warppsnr: 30.49502 | bpp: 0.19650 | bpp_feature: 0.09849 | bpp_z: 0.00352 | bpp_mv: 0.09449 | interpsnr: 31.19
- 2023-02-09 10:14:00,203 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:14:00,204 - INFO] Train epoch 1, global_step 41083: [16800/19980 (84%)] rd_loss: 0.673 | psnr: 35.41524 | warppsnr: 30.48471 | bpp: 0.20036 | bpp_feature: 0.10095 | bpp_z: 0.00356 | bpp_mv: 0.09585 | interpsnr: 31.21
- 2023-02-09 10:18:32,761 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:18:32,763 - INFO] Train epoch 1, global_step 41183: [16900/19980 (85%)] rd_loss: 0.626 | psnr: 35.83965 | warppsnr: 30.84315 | bpp: 0.19530 | bpp_feature: 0.09661 | bpp_z: 0.00358 | bpp_mv: 0.09511 | interpsnr: 31.55
- 2023-02-09 10:23:07,024 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:23:07,026 - INFO] Train epoch 1, global_step 41283: [17000/19980 (85%)] rd_loss: 0.751 | psnr: 35.04993 | warppsnr: 29.68310 | bpp: 0.22040 | bpp_feature: 0.11026 | bpp_z: 0.00359 | bpp_mv: 0.10655 | interpsnr: 30.40
- 2023-02-09 10:27:39,050 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:27:39,052 - INFO] Train epoch 1, global_step 41383: [17100/19980 (86%)] rd_loss: 0.682 | psnr: 35.69660 | warppsnr: 30.21276 | bpp: 0.21050 | bpp_feature: 0.10309 | bpp_z: 0.00353 | bpp_mv: 0.10388 | interpsnr: 30.88
- 2023-02-09 10:32:15,169 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:32:15,171 - INFO] Train epoch 1, global_step 41483: [17200/19980 (86%)] rd_loss: 0.623 | psnr: 36.00135 | warppsnr: 30.85300 | bpp: 0.19413 | bpp_feature: 0.09693 | bpp_z: 0.00353 | bpp_mv: 0.09367 | interpsnr: 31.51
- 2023-02-09 10:36:47,018 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:36:47,020 - INFO] Train epoch 1, global_step 41583: [17300/19980 (87%)] rd_loss: 0.734 | psnr: 35.13060 | warppsnr: 29.81623 | bpp: 0.21163 | bpp_feature: 0.10761 | bpp_z: 0.00363 | bpp_mv: 0.10039 | interpsnr: 30.53
- 2023-02-09 10:41:20,245 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:41:20,247 - INFO] Train epoch 1, global_step 41683: [17400/19980 (87%)] rd_loss: 0.633 | psnr: 35.83559 | warppsnr: 30.90116 | bpp: 0.19233 | bpp_feature: 0.09683 | bpp_z: 0.00352 | bpp_mv: 0.09199 | interpsnr: 31.60
- 2023-02-09 10:45:53,402 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:45:53,416 - INFO] Train epoch 1, global_step 41783: [17500/19980 (88%)] rd_loss: 0.711 | psnr: 35.30226 | warppsnr: 29.99361 | bpp: 0.20609 | bpp_feature: 0.10538 | bpp_z: 0.00360 | bpp_mv: 0.09711 | interpsnr: 30.73
- 2023-02-09 10:50:31,436 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:50:31,437 - INFO] Train epoch 1, global_step 41883: [17600/19980 (88%)] rd_loss: 0.665 | psnr: 35.62131 | warppsnr: 30.41957 | bpp: 0.20045 | bpp_feature: 0.10044 | bpp_z: 0.00353 | bpp_mv: 0.09648 | interpsnr: 31.13
- 2023-02-09 10:55:09,460 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:55:09,462 - INFO] Train epoch 1, global_step 41983: [17700/19980 (89%)] rd_loss: 0.701 | psnr: 35.35220 | warppsnr: 29.97381 | bpp: 0.20197 | bpp_feature: 0.10103 | bpp_z: 0.00355 | bpp_mv: 0.09739 | interpsnr: 30.68
- 2023-02-09 10:59:47,624 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 10:59:47,640 - INFO] Train epoch 1, global_step 42083: [17800/19980 (89%)] rd_loss: 0.733 | psnr: 35.21422 | warppsnr: 29.77290 | bpp: 0.21069 | bpp_feature: 0.10696 | bpp_z: 0.00359 | bpp_mv: 0.10014 | interpsnr: 30.56
- 2023-02-09 11:04:27,682 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:04:27,696 - INFO] Train epoch 1, global_step 42183: [17900/19980 (90%)] rd_loss: 0.644 | psnr: 35.76979 | warppsnr: 30.44677 | bpp: 0.19465 | bpp_feature: 0.09623 | bpp_z: 0.00356 | bpp_mv: 0.09486 | interpsnr: 31.15
- 2023-02-09 11:09:06,186 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:09:06,187 - INFO] Train epoch 1, global_step 42283: [18000/19980 (90%)] rd_loss: 0.654 | psnr: 35.69682 | warppsnr: 30.60441 | bpp: 0.19566 | bpp_feature: 0.09806 | bpp_z: 0.00355 | bpp_mv: 0.09405 | interpsnr: 31.34
- 2023-02-09 11:13:46,464 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:13:46,617 - INFO] Train epoch 1, global_step 42383: [18100/19980 (91%)] rd_loss: 0.695 | psnr: 35.83495 | warppsnr: 29.62547 | bpp: 0.21144 | bpp_feature: 0.10458 | bpp_z: 0.00362 | bpp_mv: 0.10324 | interpsnr: 30.33
- 2023-02-09 11:18:24,847 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:18:24,856 - INFO] Train epoch 1, global_step 42483: [18200/19980 (91%)] rd_loss: 0.738 | psnr: 34.90442 | warppsnr: 30.11422 | bpp: 0.21031 | bpp_feature: 0.10666 | bpp_z: 0.00356 | bpp_mv: 0.10009 | interpsnr: 30.80
- 2023-02-09 11:23:03,516 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:23:03,528 - INFO] Train epoch 1, global_step 42583: [18300/19980 (92%)] rd_loss: 0.646 | psnr: 35.61497 | warppsnr: 30.54446 | bpp: 0.19300 | bpp_feature: 0.09587 | bpp_z: 0.00353 | bpp_mv: 0.09360 | interpsnr: 31.26
- 2023-02-09 11:27:42,947 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:27:42,959 - INFO] Train epoch 1, global_step 42683: [18400/19980 (92%)] rd_loss: 0.699 | psnr: 35.32234 | warppsnr: 30.26845 | bpp: 0.20518 | bpp_feature: 0.10302 | bpp_z: 0.00359 | bpp_mv: 0.09856 | interpsnr: 31.07
- 2023-02-09 11:32:20,578 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:32:20,589 - INFO] Train epoch 1, global_step 42783: [18500/19980 (93%)] rd_loss: 0.687 | psnr: 35.34595 | warppsnr: 30.32276 | bpp: 0.20328 | bpp_feature: 0.10254 | bpp_z: 0.00358 | bpp_mv: 0.09716 | interpsnr: 31.01
- 2023-02-09 11:37:01,531 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:37:01,545 - INFO] Train epoch 1, global_step 42883: [18600/19980 (93%)] rd_loss: 0.836 | psnr: 34.38458 | warppsnr: 29.43223 | bpp: 0.22709 | bpp_feature: 0.12234 | bpp_z: 0.00359 | bpp_mv: 0.10116 | interpsnr: 29.88
- 2023-02-09 11:41:42,336 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:41:42,338 - INFO] Train epoch 1, global_step 42983: [18700/19980 (94%)] rd_loss: 0.728 | psnr: 35.23863 | warppsnr: 30.01874 | bpp: 0.21407 | bpp_feature: 0.10910 | bpp_z: 0.00354 | bpp_mv: 0.10143 | interpsnr: 30.62
- 2023-02-09 11:46:24,406 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:46:24,408 - INFO] Train epoch 1, global_step 43083: [18800/19980 (94%)] rd_loss: 0.696 | psnr: 35.12226 | warppsnr: 30.61452 | bpp: 0.20215 | bpp_feature: 0.10266 | bpp_z: 0.00354 | bpp_mv: 0.09594 | interpsnr: 31.20
- 2023-02-09 11:51:05,673 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:51:05,696 - INFO] Train epoch 1, global_step 43183: [18900/19980 (95%)] rd_loss: 0.690 | psnr: 35.37945 | warppsnr: 30.25510 | bpp: 0.19843 | bpp_feature: 0.09958 | bpp_z: 0.00355 | bpp_mv: 0.09530 | interpsnr: 30.89
- 2023-02-09 11:55:45,617 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 11:55:45,626 - INFO] Train epoch 1, global_step 43283: [19000/19980 (95%)] rd_loss: 0.733 | psnr: 35.07208 | warppsnr: 29.92821 | bpp: 0.20764 | bpp_feature: 0.10487 | bpp_z: 0.00356 | bpp_mv: 0.09921 | interpsnr: 30.61
- 2023-02-09 12:00:25,950 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:00:25,957 - INFO] Train epoch 1, global_step 43383: [19100/19980 (96%)] rd_loss: 0.708 | psnr: 34.92693 | warppsnr: 30.43352 | bpp: 0.19610 | bpp_feature: 0.10010 | bpp_z: 0.00362 | bpp_mv: 0.09239 | interpsnr: 31.00
- 2023-02-09 12:05:05,636 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:05:05,646 - INFO] Train epoch 1, global_step 43483: [19200/19980 (96%)] rd_loss: 0.671 | psnr: 35.55731 | warppsnr: 30.38443 | bpp: 0.20157 | bpp_feature: 0.09927 | bpp_z: 0.00355 | bpp_mv: 0.09875 | interpsnr: 31.06
- 2023-02-09 12:09:45,399 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:09:45,409 - INFO] Train epoch 1, global_step 43583: [19300/19980 (97%)] rd_loss: 0.788 | psnr: 34.64185 | warppsnr: 29.59429 | bpp: 0.19916 | bpp_feature: 0.09989 | bpp_z: 0.00356 | bpp_mv: 0.09572 | interpsnr: 30.23
- 2023-02-09 12:14:23,007 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:14:23,015 - INFO] Train epoch 1, global_step 43683: [19400/19980 (97%)] rd_loss: 0.648 | psnr: 35.66845 | warppsnr: 30.60609 | bpp: 0.19879 | bpp_feature: 0.09883 | bpp_z: 0.00353 | bpp_mv: 0.09644 | interpsnr: 31.26
- 2023-02-09 12:19:02,402 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:19:02,412 - INFO] Train epoch 1, global_step 43783: [19500/19980 (98%)] rd_loss: 0.751 | psnr: 34.75549 | warppsnr: 29.97267 | bpp: 0.20500 | bpp_feature: 0.10378 | bpp_z: 0.00356 | bpp_mv: 0.09767 | interpsnr: 30.64
- 2023-02-09 12:23:38,980 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:23:38,993 - INFO] Train epoch 1, global_step 43883: [19600/19980 (98%)] rd_loss: 0.646 | psnr: 35.56634 | warppsnr: 30.81042 | bpp: 0.19641 | bpp_feature: 0.09847 | bpp_z: 0.00355 | bpp_mv: 0.09439 | interpsnr: 31.52
- 2023-02-09 12:28:18,591 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:28:18,624 - INFO] Train epoch 1, global_step 43983: [19700/19980 (99%)] rd_loss: 0.673 | psnr: 35.44282 | warppsnr: 30.45263 | bpp: 0.19750 | bpp_feature: 0.09993 | bpp_z: 0.00355 | bpp_mv: 0.09402 | interpsnr: 31.14
- 2023-02-09 12:32:54,957 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:32:54,967 - INFO] Train epoch 1, global_step 44083: [19800/19980 (99%)] rd_loss: 0.682 | psnr: 35.57102 | warppsnr: 30.27864 | bpp: 0.20687 | bpp_feature: 0.10302 | bpp_z: 0.00355 | bpp_mv: 0.10031 | interpsnr: 31.08
- 2023-02-09 12:37:33,139 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:37:33,141 - INFO] Train epoch 1, global_step 44183: [19900/19980 (100%)] rd_loss: 0.603 | psnr: 35.99372 | warppsnr: 31.09643 | bpp: 0.18957 | bpp_feature: 0.09511 | bpp_z: 0.00351 | bpp_mv: 0.09095 | interpsnr: 31.80
- 2023-02-09 12:40:50,649 - INFO] Train Epoch : 01 Loss: 0.064439 lr:0.0001
- 2023-02-09 12:45:55,720 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:45:55,722 - INFO] Train epoch 2, global_step 44363: [100/19980 (1%)] rd_loss: 0.728 | psnr: 35.09598 | warppsnr: 30.31178 | bpp: 0.20985 | bpp_feature: 0.10565 | bpp_z: 0.00358 | bpp_mv: 0.10061 | interpsnr: 30.97
- 2023-02-09 12:50:33,847 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:50:33,855 - INFO] Train epoch 2, global_step 44463: [200/19980 (1%)] rd_loss: 0.701 | psnr: 34.98362 | warppsnr: 30.52060 | bpp: 0.19856 | bpp_feature: 0.10018 | bpp_z: 0.00356 | bpp_mv: 0.09482 | interpsnr: 31.15
- 2023-02-09 12:55:06,852 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:55:06,862 - INFO] Train epoch 2, global_step 44563: [300/19980 (2%)] rd_loss: 0.635 | psnr: 35.82566 | warppsnr: 30.61655 | bpp: 0.19019 | bpp_feature: 0.09368 | bpp_z: 0.00355 | bpp_mv: 0.09296 | interpsnr: 31.25
- 2023-02-09 12:59:39,389 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 12:59:39,393 - INFO] Train epoch 2, global_step 44663: [400/19980 (2%)] rd_loss: 0.613 | psnr: 35.87282 | warppsnr: 30.97953 | bpp: 0.18922 | bpp_feature: 0.09318 | bpp_z: 0.00351 | bpp_mv: 0.09253 | interpsnr: 31.66
- 2023-02-09 13:04:10,500 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:04:10,516 - INFO] Train epoch 2, global_step 44763: [500/19980 (3%)] rd_loss: 0.676 | psnr: 35.61297 | warppsnr: 30.36935 | bpp: 0.20254 | bpp_feature: 0.10070 | bpp_z: 0.00349 | bpp_mv: 0.09834 | interpsnr: 31.05
- 2023-02-09 13:08:48,453 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:08:48,465 - INFO] Train epoch 2, global_step 44863: [600/19980 (3%)] rd_loss: 0.796 | psnr: 34.73359 | warppsnr: 29.63443 | bpp: 0.21383 | bpp_feature: 0.11160 | bpp_z: 0.00356 | bpp_mv: 0.09867 | interpsnr: 30.29
- 2023-02-09 13:13:30,754 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:13:30,764 - INFO] Train epoch 2, global_step 44963: [700/19980 (4%)] rd_loss: 0.662 | psnr: 35.58943 | warppsnr: 30.45365 | bpp: 0.19553 | bpp_feature: 0.10021 | bpp_z: 0.00353 | bpp_mv: 0.09180 | interpsnr: 31.20
- 2023-02-09 13:18:11,776 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:18:11,777 - INFO] Train epoch 2, global_step 45063: [800/19980 (4%)] rd_loss: 0.789 | psnr: 34.71702 | warppsnr: 29.82877 | bpp: 0.21666 | bpp_feature: 0.11382 | bpp_z: 0.00356 | bpp_mv: 0.09928 | interpsnr: 30.34
- 2023-02-09 13:22:51,230 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:22:51,244 - INFO] Train epoch 2, global_step 45163: [900/19980 (5%)] rd_loss: 0.723 | psnr: 35.09446 | warppsnr: 29.95729 | bpp: 0.20717 | bpp_feature: 0.10813 | bpp_z: 0.00357 | bpp_mv: 0.09546 | interpsnr: 30.58
- 2023-02-09 13:27:31,748 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:27:31,749 - INFO] Train epoch 2, global_step 45263: [1000/19980 (5%)] rd_loss: 0.783 | psnr: 34.79003 | warppsnr: 29.44113 | bpp: 0.21224 | bpp_feature: 0.10735 | bpp_z: 0.00356 | bpp_mv: 0.10132 | interpsnr: 30.13
- 2023-02-09 13:32:11,918 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:32:11,925 - INFO] Train epoch 2, global_step 45363: [1100/19980 (6%)] rd_loss: 0.701 | psnr: 35.50134 | warppsnr: 29.90113 | bpp: 0.20316 | bpp_feature: 0.10129 | bpp_z: 0.00354 | bpp_mv: 0.09833 | interpsnr: 30.62
- 2023-02-09 13:36:52,350 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:36:52,351 - INFO] Train epoch 2, global_step 45463: [1200/19980 (6%)] rd_loss: 0.593 | psnr: 36.10489 | warppsnr: 31.13530 | bpp: 0.18706 | bpp_feature: 0.09336 | bpp_z: 0.00349 | bpp_mv: 0.09021 | interpsnr: 31.85
- 2023-02-09 13:41:33,070 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:41:33,071 - INFO] Train epoch 2, global_step 45563: [1300/19980 (7%)] rd_loss: 0.656 | psnr: 35.62816 | warppsnr: 30.62605 | bpp: 0.20041 | bpp_feature: 0.10021 | bpp_z: 0.00351 | bpp_mv: 0.09668 | interpsnr: 31.25
- 2023-02-09 13:46:13,550 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:46:13,552 - INFO] Train epoch 2, global_step 45663: [1400/19980 (7%)] rd_loss: 0.687 | psnr: 35.44471 | warppsnr: 30.08700 | bpp: 0.19445 | bpp_feature: 0.09678 | bpp_z: 0.00356 | bpp_mv: 0.09411 | interpsnr: 30.71
- 2023-02-09 13:51:11,535 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:51:11,538 - INFO] Train epoch 2, global_step 45763: [1500/19980 (8%)] rd_loss: 0.706 | psnr: 35.23872 | warppsnr: 30.13739 | bpp: 0.20189 | bpp_feature: 0.10321 | bpp_z: 0.00349 | bpp_mv: 0.09518 | interpsnr: 30.80
- 2023-02-09 13:55:52,455 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 13:55:52,456 - INFO] Train epoch 2, global_step 45863: [1600/19980 (8%)] rd_loss: 0.633 | psnr: 35.55585 | warppsnr: 30.84014 | bpp: 0.18585 | bpp_feature: 0.09321 | bpp_z: 0.00354 | bpp_mv: 0.08910 | interpsnr: 31.57
- 2023-02-09 14:00:33,912 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:00:33,924 - INFO] Train epoch 2, global_step 45963: [1700/19980 (9%)] rd_loss: 0.632 | psnr: 36.03225 | warppsnr: 30.70794 | bpp: 0.19322 | bpp_feature: 0.09521 | bpp_z: 0.00352 | bpp_mv: 0.09449 | interpsnr: 31.42
- 2023-02-09 14:05:16,423 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:05:16,425 - INFO] Train epoch 2, global_step 46063: [1800/19980 (9%)] rd_loss: 0.685 | psnr: 35.35608 | warppsnr: 30.24273 | bpp: 0.19946 | bpp_feature: 0.10184 | bpp_z: 0.00357 | bpp_mv: 0.09405 | interpsnr: 30.96
- 2023-02-09 14:09:57,676 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:09:57,678 - INFO] Train epoch 2, global_step 46163: [1900/19980 (10%)] rd_loss: 0.763 | psnr: 34.77253 | warppsnr: 29.63215 | bpp: 0.20062 | bpp_feature: 0.10402 | bpp_z: 0.00358 | bpp_mv: 0.09302 | interpsnr: 30.36
- 2023-02-09 14:14:38,984 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:14:38,995 - INFO] Train epoch 2, global_step 46263: [2000/19980 (10%)] rd_loss: 0.724 | psnr: 35.22601 | warppsnr: 29.87573 | bpp: 0.20252 | bpp_feature: 0.10364 | bpp_z: 0.00353 | bpp_mv: 0.09536 | interpsnr: 30.62
- 2023-02-09 14:19:21,377 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:19:21,378 - INFO] Train epoch 2, global_step 46363: [2100/19980 (11%)] rd_loss: 0.676 | psnr: 35.34533 | warppsnr: 30.42510 | bpp: 0.19753 | bpp_feature: 0.10043 | bpp_z: 0.00358 | bpp_mv: 0.09352 | interpsnr: 31.12
- 2023-02-09 14:24:03,585 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:24:03,586 - INFO] Train epoch 2, global_step 46463: [2200/19980 (11%)] rd_loss: 0.576 | psnr: 36.46123 | warppsnr: 31.06021 | bpp: 0.19105 | bpp_feature: 0.09207 | bpp_z: 0.00349 | bpp_mv: 0.09548 | interpsnr: 31.86
- 2023-02-09 14:28:45,753 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:28:45,764 - INFO] Train epoch 2, global_step 46563: [2300/19980 (12%)] rd_loss: 0.634 | psnr: 35.93393 | warppsnr: 30.56527 | bpp: 0.19734 | bpp_feature: 0.09818 | bpp_z: 0.00348 | bpp_mv: 0.09567 | interpsnr: 31.29
- 2023-02-09 14:33:28,648 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:33:28,650 - INFO] Train epoch 2, global_step 46663: [2400/19980 (12%)] rd_loss: 0.671 | psnr: 35.43736 | warppsnr: 30.41414 | bpp: 0.19687 | bpp_feature: 0.09790 | bpp_z: 0.00356 | bpp_mv: 0.09541 | interpsnr: 31.14
- 2023-02-09 14:38:13,335 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:38:13,336 - INFO] Train epoch 2, global_step 46763: [2500/19980 (13%)] rd_loss: 0.727 | psnr: 35.21754 | warppsnr: 29.83482 | bpp: 0.21055 | bpp_feature: 0.10441 | bpp_z: 0.00361 | bpp_mv: 0.10252 | interpsnr: 30.61
- 2023-02-09 14:42:58,962 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:42:58,963 - INFO] Train epoch 2, global_step 46863: [2600/19980 (13%)] rd_loss: 0.679 | psnr: 35.43398 | warppsnr: 30.39914 | bpp: 0.20079 | bpp_feature: 0.10179 | bpp_z: 0.00355 | bpp_mv: 0.09544 | interpsnr: 31.14
- 2023-02-09 14:47:43,134 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:47:43,138 - INFO] Train epoch 2, global_step 46963: [2700/19980 (14%)] rd_loss: 0.664 | psnr: 35.44289 | warppsnr: 30.46257 | bpp: 0.19377 | bpp_feature: 0.09765 | bpp_z: 0.00356 | bpp_mv: 0.09255 | interpsnr: 31.09
- 2023-02-09 14:52:27,852 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:52:27,853 - INFO] Train epoch 2, global_step 47063: [2800/19980 (14%)] rd_loss: 0.676 | psnr: 35.37900 | warppsnr: 30.30221 | bpp: 0.19538 | bpp_feature: 0.09872 | bpp_z: 0.00354 | bpp_mv: 0.09311 | interpsnr: 31.06
- 2023-02-09 14:57:11,799 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 14:57:11,802 - INFO] Train epoch 2, global_step 47163: [2900/19980 (15%)] rd_loss: 0.794 | psnr: 34.90328 | warppsnr: 29.28640 | bpp: 0.22286 | bpp_feature: 0.10907 | bpp_z: 0.00359 | bpp_mv: 0.11019 | interpsnr: 30.01
- 2023-02-09 15:01:56,984 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:01:56,986 - INFO] Train epoch 2, global_step 47263: [3000/19980 (15%)] rd_loss: 0.629 | psnr: 36.07271 | warppsnr: 30.60589 | bpp: 0.19750 | bpp_feature: 0.09913 | bpp_z: 0.00348 | bpp_mv: 0.09489 | interpsnr: 31.34
- 2023-02-09 15:06:41,838 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:06:41,839 - INFO] Train epoch 2, global_step 47363: [3100/19980 (16%)] rd_loss: 0.646 | psnr: 35.73384 | warppsnr: 30.54647 | bpp: 0.19582 | bpp_feature: 0.09826 | bpp_z: 0.00352 | bpp_mv: 0.09405 | interpsnr: 31.28
- 2023-02-09 15:11:28,491 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:11:28,493 - INFO] Train epoch 2, global_step 47463: [3200/19980 (16%)] rd_loss: 0.670 | psnr: 35.65971 | warppsnr: 30.10526 | bpp: 0.19739 | bpp_feature: 0.09817 | bpp_z: 0.00353 | bpp_mv: 0.09569 | interpsnr: 30.82
- 2023-02-09 15:16:14,889 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:16:14,897 - INFO] Train epoch 2, global_step 47563: [3300/19980 (17%)] rd_loss: 0.745 | psnr: 34.77597 | warppsnr: 30.09443 | bpp: 0.20360 | bpp_feature: 0.10547 | bpp_z: 0.00357 | bpp_mv: 0.09456 | interpsnr: 30.77
- 2023-02-09 15:21:00,027 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:21:00,029 - INFO] Train epoch 2, global_step 47663: [3400/19980 (17%)] rd_loss: 0.645 | psnr: 35.78024 | warppsnr: 30.47551 | bpp: 0.19569 | bpp_feature: 0.09751 | bpp_z: 0.00351 | bpp_mv: 0.09468 | interpsnr: 31.21
- 2023-02-09 15:25:47,463 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:25:47,464 - INFO] Train epoch 2, global_step 47763: [3500/19980 (18%)] rd_loss: 0.657 | psnr: 35.59899 | warppsnr: 30.39476 | bpp: 0.19639 | bpp_feature: 0.09771 | bpp_z: 0.00348 | bpp_mv: 0.09519 | interpsnr: 31.13
- 2023-02-09 15:30:33,109 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:30:33,111 - INFO] Train epoch 2, global_step 47863: [3600/19980 (18%)] rd_loss: 0.618 | psnr: 35.80854 | warppsnr: 30.80137 | bpp: 0.18574 | bpp_feature: 0.09346 | bpp_z: 0.00352 | bpp_mv: 0.08876 | interpsnr: 31.47
- 2023-02-09 15:35:20,197 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:35:20,209 - INFO] Train epoch 2, global_step 47963: [3700/19980 (19%)] rd_loss: 0.688 | psnr: 35.24355 | warppsnr: 30.36680 | bpp: 0.19838 | bpp_feature: 0.10064 | bpp_z: 0.00351 | bpp_mv: 0.09423 | interpsnr: 31.11
- 2023-02-09 15:40:07,989 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:40:07,991 - INFO] Train epoch 2, global_step 48063: [3800/19980 (19%)] rd_loss: 0.662 | psnr: 35.73207 | warppsnr: 30.55732 | bpp: 0.20606 | bpp_feature: 0.10285 | bpp_z: 0.00349 | bpp_mv: 0.09972 | interpsnr: 31.29
- 2023-02-09 15:44:54,747 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:44:54,749 - INFO] Train epoch 2, global_step 48163: [3900/19980 (20%)] rd_loss: 0.623 | psnr: 35.89661 | warppsnr: 30.87667 | bpp: 0.19534 | bpp_feature: 0.09805 | bpp_z: 0.00348 | bpp_mv: 0.09381 | interpsnr: 31.62
- 2023-02-09 15:49:40,968 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:49:40,969 - INFO] Train epoch 2, global_step 48263: [4000/19980 (20%)] rd_loss: 0.577 | psnr: 36.37095 | warppsnr: 31.21012 | bpp: 0.18935 | bpp_feature: 0.09186 | bpp_z: 0.00346 | bpp_mv: 0.09403 | interpsnr: 31.92
- 2023-02-09 15:54:24,950 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:54:24,952 - INFO] Train epoch 2, global_step 48363: [4100/19980 (21%)] rd_loss: 0.631 | psnr: 35.83655 | warppsnr: 30.57156 | bpp: 0.18738 | bpp_feature: 0.09260 | bpp_z: 0.00346 | bpp_mv: 0.09132 | interpsnr: 31.40
- 2023-02-09 15:59:02,087 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 15:59:02,088 - INFO] Train epoch 2, global_step 48463: [4200/19980 (21%)] rd_loss: 0.653 | psnr: 35.66391 | warppsnr: 30.38551 | bpp: 0.19262 | bpp_feature: 0.09776 | bpp_z: 0.00351 | bpp_mv: 0.09135 | interpsnr: 31.10
- 2023-02-09 16:03:41,179 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:03:41,193 - INFO] Train epoch 2, global_step 48563: [4300/19980 (22%)] rd_loss: 0.577 | psnr: 36.39434 | warppsnr: 31.10768 | bpp: 0.18776 | bpp_feature: 0.09127 | bpp_z: 0.00347 | bpp_mv: 0.09303 | interpsnr: 31.94
- 2023-02-09 16:08:19,250 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:08:19,267 - INFO] Train epoch 2, global_step 48663: [4400/19980 (22%)] rd_loss: 0.741 | psnr: 35.31969 | warppsnr: 29.43074 | bpp: 0.19786 | bpp_feature: 0.09939 | bpp_z: 0.00358 | bpp_mv: 0.09490 | interpsnr: 30.18
- 2023-02-09 16:13:00,887 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:13:00,889 - INFO] Train epoch 2, global_step 48763: [4500/19980 (23%)] rd_loss: 0.687 | psnr: 35.41867 | warppsnr: 30.15003 | bpp: 0.19573 | bpp_feature: 0.09773 | bpp_z: 0.00345 | bpp_mv: 0.09455 | interpsnr: 30.75
- 2023-02-09 16:17:41,378 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:17:41,390 - INFO] Train epoch 2, global_step 48863: [4600/19980 (23%)] rd_loss: 0.693 | psnr: 35.37939 | warppsnr: 30.35642 | bpp: 0.19672 | bpp_feature: 0.10221 | bpp_z: 0.00353 | bpp_mv: 0.09098 | interpsnr: 31.06
- 2023-02-09 16:22:21,236 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:22:21,238 - INFO] Train epoch 2, global_step 48963: [4700/19980 (24%)] rd_loss: 0.627 | psnr: 36.04246 | warppsnr: 30.63745 | bpp: 0.18956 | bpp_feature: 0.09411 | bpp_z: 0.00350 | bpp_mv: 0.09195 | interpsnr: 31.46
- 2023-02-09 16:27:01,788 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:27:01,805 - INFO] Train epoch 2, global_step 49063: [4800/19980 (24%)] rd_loss: 0.705 | psnr: 35.18621 | warppsnr: 29.94733 | bpp: 0.19817 | bpp_feature: 0.10163 | bpp_z: 0.00354 | bpp_mv: 0.09300 | interpsnr: 30.70
- 2023-02-09 16:31:42,465 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:31:42,479 - INFO] Train epoch 2, global_step 49163: [4900/19980 (25%)] rd_loss: 0.656 | psnr: 35.50810 | warppsnr: 30.58356 | bpp: 0.19224 | bpp_feature: 0.09712 | bpp_z: 0.00354 | bpp_mv: 0.09158 | interpsnr: 31.27
- 2023-02-09 16:36:21,202 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:36:21,204 - INFO] Train epoch 2, global_step 49263: [5000/19980 (25%)] rd_loss: 0.664 | psnr: 35.44367 | warppsnr: 30.47863 | bpp: 0.19659 | bpp_feature: 0.10011 | bpp_z: 0.00351 | bpp_mv: 0.09297 | interpsnr: 31.26
- 2023-02-09 16:40:56,186 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:40:56,202 - INFO] Train epoch 2, global_step 49363: [5100/19980 (26%)] rd_loss: 0.705 | psnr: 35.95376 | warppsnr: 29.52867 | bpp: 0.19928 | bpp_feature: 0.09785 | bpp_z: 0.00355 | bpp_mv: 0.09788 | interpsnr: 30.33
- 2023-02-09 16:45:34,620 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:45:34,622 - INFO] Train epoch 2, global_step 49463: [5200/19980 (26%)] rd_loss: 0.675 | psnr: 35.70052 | warppsnr: 30.22739 | bpp: 0.20537 | bpp_feature: 0.10389 | bpp_z: 0.00355 | bpp_mv: 0.09793 | interpsnr: 30.95
- 2023-02-09 16:50:10,681 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:50:10,692 - INFO] Train epoch 2, global_step 49563: [5300/19980 (27%)] rd_loss: 0.696 | psnr: 35.43747 | warppsnr: 29.90964 | bpp: 0.20273 | bpp_feature: 0.10589 | bpp_z: 0.00357 | bpp_mv: 0.09326 | interpsnr: 30.67
- 2023-02-09 16:54:49,527 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:54:49,543 - INFO] Train epoch 2, global_step 49663: [5400/19980 (27%)] rd_loss: 0.642 | psnr: 35.67459 | warppsnr: 30.61248 | bpp: 0.19486 | bpp_feature: 0.09987 | bpp_z: 0.00348 | bpp_mv: 0.09151 | interpsnr: 31.31
- 2023-02-09 16:59:29,217 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 16:59:29,250 - INFO] Train epoch 2, global_step 49763: [5500/19980 (28%)] rd_loss: 0.565 | psnr: 36.35331 | warppsnr: 31.30537 | bpp: 0.18236 | bpp_feature: 0.08933 | bpp_z: 0.00346 | bpp_mv: 0.08957 | interpsnr: 32.02
- 2023-02-09 17:04:08,607 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:04:08,624 - INFO] Train epoch 2, global_step 49863: [5600/19980 (28%)] rd_loss: 0.709 | psnr: 35.41466 | warppsnr: 29.93929 | bpp: 0.20225 | bpp_feature: 0.10276 | bpp_z: 0.00355 | bpp_mv: 0.09595 | interpsnr: 30.65
- 2023-02-09 17:08:48,702 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:08:48,716 - INFO] Train epoch 2, global_step 49963: [5700/19980 (29%)] rd_loss: 0.611 | psnr: 35.81262 | warppsnr: 30.96792 | bpp: 0.18564 | bpp_feature: 0.09273 | bpp_z: 0.00347 | bpp_mv: 0.08945 | interpsnr: 31.66
- 2023-02-09 17:13:27,670 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:13:27,682 - INFO] Train epoch 2, global_step 50063: [5800/19980 (29%)] rd_loss: 0.628 | psnr: 35.98714 | warppsnr: 30.55489 | bpp: 0.19390 | bpp_feature: 0.09600 | bpp_z: 0.00355 | bpp_mv: 0.09435 | interpsnr: 31.25
- 2023-02-09 17:18:09,146 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:18:09,156 - INFO] Train epoch 2, global_step 50163: [5900/19980 (30%)] rd_loss: 0.658 | psnr: 35.52290 | warppsnr: 30.54952 | bpp: 0.19608 | bpp_feature: 0.10115 | bpp_z: 0.00352 | bpp_mv: 0.09141 | interpsnr: 31.24
- 2023-02-09 17:22:52,077 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:22:52,097 - INFO] Train epoch 2, global_step 50263: [6000/19980 (30%)] rd_loss: 0.675 | psnr: 35.34009 | warppsnr: 30.45727 | bpp: 0.19300 | bpp_feature: 0.09815 | bpp_z: 0.00347 | bpp_mv: 0.09139 | interpsnr: 31.18
- 2023-02-09 17:27:33,068 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:27:33,079 - INFO] Train epoch 2, global_step 50363: [6100/19980 (31%)] rd_loss: 0.657 | psnr: 35.80257 | warppsnr: 30.43996 | bpp: 0.19277 | bpp_feature: 0.09734 | bpp_z: 0.00352 | bpp_mv: 0.09192 | interpsnr: 31.21
- 2023-02-09 17:32:15,636 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:32:15,637 - INFO] Train epoch 2, global_step 50463: [6200/19980 (31%)] rd_loss: 0.648 | psnr: 35.66481 | warppsnr: 30.57509 | bpp: 0.19151 | bpp_feature: 0.09764 | bpp_z: 0.00353 | bpp_mv: 0.09033 | interpsnr: 31.40
- 2023-02-09 17:36:59,452 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:36:59,460 - INFO] Train epoch 2, global_step 50563: [6300/19980 (32%)] rd_loss: 0.684 | psnr: 35.16087 | warppsnr: 30.47835 | bpp: 0.19577 | bpp_feature: 0.10297 | bpp_z: 0.00348 | bpp_mv: 0.08931 | interpsnr: 31.11
- 2023-02-09 17:41:42,682 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:41:42,692 - INFO] Train epoch 2, global_step 50663: [6400/19980 (32%)] rd_loss: 0.638 | psnr: 35.74023 | warppsnr: 30.52962 | bpp: 0.19157 | bpp_feature: 0.09688 | bpp_z: 0.00350 | bpp_mv: 0.09119 | interpsnr: 31.31
- 2023-02-09 17:46:25,692 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:46:25,699 - INFO] Train epoch 2, global_step 50763: [6500/19980 (33%)] rd_loss: 0.609 | psnr: 35.93717 | warppsnr: 30.90788 | bpp: 0.18763 | bpp_feature: 0.09559 | bpp_z: 0.00348 | bpp_mv: 0.08856 | interpsnr: 31.63
- 2023-02-09 17:51:11,524 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:51:11,531 - INFO] Train epoch 2, global_step 50863: [6600/19980 (33%)] rd_loss: 0.611 | psnr: 35.89134 | warppsnr: 30.91357 | bpp: 0.18606 | bpp_feature: 0.09450 | bpp_z: 0.00347 | bpp_mv: 0.08809 | interpsnr: 31.67
- 2023-02-09 17:55:59,149 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 17:55:59,163 - INFO] Train epoch 2, global_step 50963: [6700/19980 (34%)] rd_loss: 0.628 | psnr: 35.86712 | warppsnr: 30.66604 | bpp: 0.18931 | bpp_feature: 0.09619 | bpp_z: 0.00352 | bpp_mv: 0.08959 | interpsnr: 31.44
- 2023-02-09 18:00:44,744 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:00:44,746 - INFO] Train epoch 2, global_step 51063: [6800/19980 (34%)] rd_loss: 0.651 | psnr: 35.64850 | warppsnr: 30.51760 | bpp: 0.19375 | bpp_feature: 0.09948 | bpp_z: 0.00353 | bpp_mv: 0.09073 | interpsnr: 31.27
- 2023-02-09 18:05:30,062 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:05:30,082 - INFO] Train epoch 2, global_step 51163: [6900/19980 (35%)] rd_loss: 0.693 | psnr: 35.39860 | warppsnr: 30.11800 | bpp: 0.19357 | bpp_feature: 0.09853 | bpp_z: 0.00354 | bpp_mv: 0.09149 | interpsnr: 30.85
- 2023-02-09 18:10:15,877 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:10:15,879 - INFO] Train epoch 2, global_step 51263: [7000/19980 (35%)] rd_loss: 0.679 | psnr: 35.37602 | warppsnr: 30.33195 | bpp: 0.19810 | bpp_feature: 0.10157 | bpp_z: 0.00350 | bpp_mv: 0.09303 | interpsnr: 31.07
- 2023-02-09 18:15:01,327 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:15:01,329 - INFO] Train epoch 2, global_step 51363: [7100/19980 (36%)] rd_loss: 0.665 | psnr: 35.66830 | warppsnr: 30.13225 | bpp: 0.19306 | bpp_feature: 0.09759 | bpp_z: 0.00354 | bpp_mv: 0.09193 | interpsnr: 30.87
- 2023-02-09 18:19:45,405 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:19:45,421 - INFO] Train epoch 2, global_step 51463: [7200/19980 (36%)] rd_loss: 0.707 | psnr: 35.43140 | warppsnr: 29.77451 | bpp: 0.20339 | bpp_feature: 0.10263 | bpp_z: 0.00358 | bpp_mv: 0.09717 | interpsnr: 30.52
- 2023-02-09 18:24:29,167 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:24:29,169 - INFO] Train epoch 2, global_step 51563: [7300/19980 (37%)] rd_loss: 0.620 | psnr: 36.05628 | warppsnr: 30.86147 | bpp: 0.18826 | bpp_feature: 0.09466 | bpp_z: 0.00351 | bpp_mv: 0.09008 | interpsnr: 31.56
- 2023-02-09 18:29:12,936 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:29:12,947 - INFO] Train epoch 2, global_step 51663: [7400/19980 (37%)] rd_loss: 0.676 | psnr: 35.54500 | warppsnr: 30.08780 | bpp: 0.19545 | bpp_feature: 0.09863 | bpp_z: 0.00351 | bpp_mv: 0.09331 | interpsnr: 30.88
- 2023-02-09 18:33:56,459 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:33:56,469 - INFO] Train epoch 2, global_step 51763: [7500/19980 (38%)] rd_loss: 0.714 | psnr: 35.15194 | warppsnr: 29.89876 | bpp: 0.20157 | bpp_feature: 0.10447 | bpp_z: 0.00357 | bpp_mv: 0.09353 | interpsnr: 30.68
- 2023-02-09 18:38:39,669 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:38:39,671 - INFO] Train epoch 2, global_step 51863: [7600/19980 (38%)] rd_loss: 0.593 | psnr: 36.16681 | warppsnr: 30.91948 | bpp: 0.18682 | bpp_feature: 0.09459 | bpp_z: 0.00343 | bpp_mv: 0.08881 | interpsnr: 31.68
- 2023-02-09 18:43:24,658 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:43:24,672 - INFO] Train epoch 2, global_step 51963: [7700/19980 (39%)] rd_loss: 0.625 | psnr: 35.78813 | warppsnr: 30.61563 | bpp: 0.18491 | bpp_feature: 0.09265 | bpp_z: 0.00355 | bpp_mv: 0.08871 | interpsnr: 31.41
- 2023-02-09 18:48:10,060 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:48:10,061 - INFO] Train epoch 2, global_step 52063: [7800/19980 (39%)] rd_loss: 0.657 | psnr: 35.62950 | warppsnr: 30.24462 | bpp: 0.19549 | bpp_feature: 0.09804 | bpp_z: 0.00356 | bpp_mv: 0.09389 | interpsnr: 31.07
- 2023-02-09 18:52:53,931 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:52:53,960 - INFO] Train epoch 2, global_step 52163: [7900/19980 (40%)] rd_loss: 0.709 | psnr: 35.28975 | warppsnr: 29.89139 | bpp: 0.19982 | bpp_feature: 0.10437 | bpp_z: 0.00353 | bpp_mv: 0.09192 | interpsnr: 30.66
- 2023-02-09 18:57:37,305 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 18:57:37,317 - INFO] Train epoch 2, global_step 52263: [8000/19980 (40%)] rd_loss: 0.600 | psnr: 36.14581 | warppsnr: 30.69273 | bpp: 0.18771 | bpp_feature: 0.09525 | bpp_z: 0.00343 | bpp_mv: 0.08902 | interpsnr: 31.52
- 2023-02-09 19:02:20,224 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:02:20,237 - INFO] Train epoch 2, global_step 52363: [8100/19980 (41%)] rd_loss: 0.672 | psnr: 35.64838 | warppsnr: 30.14324 | bpp: 0.20159 | bpp_feature: 0.10398 | bpp_z: 0.00355 | bpp_mv: 0.09406 | interpsnr: 30.90
- 2023-02-09 19:07:04,312 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:07:04,314 - INFO] Train epoch 2, global_step 52463: [8200/19980 (41%)] rd_loss: 0.599 | psnr: 36.14780 | warppsnr: 30.85761 | bpp: 0.18780 | bpp_feature: 0.09475 | bpp_z: 0.00349 | bpp_mv: 0.08956 | interpsnr: 31.60
- 2023-02-09 19:11:46,502 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:11:46,503 - INFO] Train epoch 2, global_step 52563: [8300/19980 (42%)] rd_loss: 0.642 | psnr: 35.66446 | warppsnr: 30.60798 | bpp: 0.19610 | bpp_feature: 0.10048 | bpp_z: 0.00350 | bpp_mv: 0.09213 | interpsnr: 31.32
- 2023-02-09 19:16:29,582 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:16:29,584 - INFO] Train epoch 2, global_step 52663: [8400/19980 (42%)] rd_loss: 0.635 | psnr: 35.99366 | warppsnr: 30.48385 | bpp: 0.19214 | bpp_feature: 0.09639 | bpp_z: 0.00355 | bpp_mv: 0.09221 | interpsnr: 31.35
- 2023-02-09 19:21:14,192 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:21:14,202 - INFO] Train epoch 2, global_step 52763: [8500/19980 (43%)] rd_loss: 0.595 | psnr: 36.06289 | warppsnr: 30.85959 | bpp: 0.18133 | bpp_feature: 0.09142 | bpp_z: 0.00351 | bpp_mv: 0.08640 | interpsnr: 31.62
- 2023-02-09 19:25:59,449 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:25:59,451 - INFO] Train epoch 2, global_step 52863: [8600/19980 (43%)] rd_loss: 0.584 | psnr: 36.22963 | warppsnr: 31.23908 | bpp: 0.18904 | bpp_feature: 0.09578 | bpp_z: 0.00347 | bpp_mv: 0.08979 | interpsnr: 31.95
- 2023-02-09 19:30:44,665 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:30:44,667 - INFO] Train epoch 2, global_step 52963: [8700/19980 (44%)] rd_loss: 0.679 | psnr: 35.43408 | warppsnr: 30.20135 | bpp: 0.19417 | bpp_feature: 0.09893 | bpp_z: 0.00354 | bpp_mv: 0.09171 | interpsnr: 30.92
- 2023-02-09 19:35:29,197 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:35:29,199 - INFO] Train epoch 2, global_step 53063: [8800/19980 (44%)] rd_loss: 0.612 | psnr: 36.02556 | warppsnr: 30.86306 | bpp: 0.18800 | bpp_feature: 0.09519 | bpp_z: 0.00352 | bpp_mv: 0.08930 | interpsnr: 31.62
- 2023-02-09 19:40:12,875 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:40:12,877 - INFO] Train epoch 2, global_step 53163: [8900/19980 (45%)] rd_loss: 0.664 | psnr: 35.40459 | warppsnr: 30.45509 | bpp: 0.18764 | bpp_feature: 0.09614 | bpp_z: 0.00355 | bpp_mv: 0.08795 | interpsnr: 31.16
- 2023-02-09 19:44:57,637 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:44:57,639 - INFO] Train epoch 2, global_step 53263: [9000/19980 (45%)] rd_loss: 0.629 | psnr: 35.78047 | warppsnr: 30.90396 | bpp: 0.19047 | bpp_feature: 0.09760 | bpp_z: 0.00355 | bpp_mv: 0.08932 | interpsnr: 31.63
- 2023-02-09 19:49:44,235 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:49:44,237 - INFO] Train epoch 2, global_step 53363: [9100/19980 (46%)] rd_loss: 0.685 | psnr: 35.70640 | warppsnr: 29.92416 | bpp: 0.19813 | bpp_feature: 0.10164 | bpp_z: 0.00359 | bpp_mv: 0.09289 | interpsnr: 30.76
- 2023-02-09 19:54:32,881 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:54:32,882 - INFO] Train epoch 2, global_step 53463: [9200/19980 (46%)] rd_loss: 0.710 | psnr: 35.31234 | warppsnr: 30.09165 | bpp: 0.19935 | bpp_feature: 0.10215 | bpp_z: 0.00357 | bpp_mv: 0.09364 | interpsnr: 30.74
- 2023-02-09 19:59:17,935 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 19:59:17,937 - INFO] Train epoch 2, global_step 53563: [9300/19980 (47%)] rd_loss: 0.598 | psnr: 36.08111 | warppsnr: 30.99296 | bpp: 0.18548 | bpp_feature: 0.09506 | bpp_z: 0.00347 | bpp_mv: 0.08695 | interpsnr: 31.77
- 2023-02-09 20:04:04,939 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:04:04,941 - INFO] Train epoch 2, global_step 53663: [9400/19980 (47%)] rd_loss: 0.662 | psnr: 35.57784 | warppsnr: 30.41642 | bpp: 0.19581 | bpp_feature: 0.10168 | bpp_z: 0.00351 | bpp_mv: 0.09061 | interpsnr: 31.09
- 2023-02-09 20:08:51,508 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:08:51,517 - INFO] Train epoch 2, global_step 53763: [9500/19980 (48%)] rd_loss: 0.585 | psnr: 36.13137 | warppsnr: 31.00655 | bpp: 0.18165 | bpp_feature: 0.09216 | bpp_z: 0.00342 | bpp_mv: 0.08607 | interpsnr: 31.79
- 2023-02-09 20:13:39,658 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:13:39,672 - INFO] Train epoch 2, global_step 53863: [9600/19980 (48%)] rd_loss: 0.727 | psnr: 35.25547 | warppsnr: 29.85945 | bpp: 0.20594 | bpp_feature: 0.10608 | bpp_z: 0.00360 | bpp_mv: 0.09626 | interpsnr: 30.62
- 2023-02-09 20:18:26,887 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:18:26,902 - INFO] Train epoch 2, global_step 53963: [9700/19980 (49%)] rd_loss: 0.687 | psnr: 35.40284 | warppsnr: 30.20513 | bpp: 0.20074 | bpp_feature: 0.10495 | bpp_z: 0.00353 | bpp_mv: 0.09226 | interpsnr: 30.91
- 2023-02-09 20:23:12,365 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:23:12,374 - INFO] Train epoch 2, global_step 54063: [9800/19980 (49%)] rd_loss: 0.673 | psnr: 35.74010 | warppsnr: 30.13118 | bpp: 0.19589 | bpp_feature: 0.09864 | bpp_z: 0.00352 | bpp_mv: 0.09374 | interpsnr: 30.79
- 2023-02-09 20:27:56,294 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:27:56,305 - INFO] Train epoch 2, global_step 54163: [9900/19980 (50%)] rd_loss: 0.676 | psnr: 35.71282 | warppsnr: 30.37719 | bpp: 0.19722 | bpp_feature: 0.09762 | bpp_z: 0.00350 | bpp_mv: 0.09609 | interpsnr: 31.21
- 2023-02-09 20:32:41,942 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:32:41,953 - INFO] Train epoch 2, global_step 54263: [10000/19980 (50%)] rd_loss: 0.645 | psnr: 35.78761 | warppsnr: 30.33018 | bpp: 0.19282 | bpp_feature: 0.09759 | bpp_z: 0.00357 | bpp_mv: 0.09166 | interpsnr: 31.14
- 2023-02-09 20:37:29,574 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:37:29,575 - INFO] Train epoch 2, global_step 54363: [10100/19980 (51%)] rd_loss: 0.658 | psnr: 35.45508 | warppsnr: 30.43782 | bpp: 0.18838 | bpp_feature: 0.09669 | bpp_z: 0.00343 | bpp_mv: 0.08826 | interpsnr: 31.19
- 2023-02-09 20:42:14,004 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:42:14,005 - INFO] Train epoch 2, global_step 54463: [10200/19980 (51%)] rd_loss: 0.705 | psnr: 35.22443 | warppsnr: 29.91825 | bpp: 0.19601 | bpp_feature: 0.10055 | bpp_z: 0.00353 | bpp_mv: 0.09193 | interpsnr: 30.68
- 2023-02-09 20:46:58,322 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:46:58,323 - INFO] Train epoch 2, global_step 54563: [10300/19980 (52%)] rd_loss: 0.626 | psnr: 35.79078 | warppsnr: 30.67985 | bpp: 0.18703 | bpp_feature: 0.09475 | bpp_z: 0.00352 | bpp_mv: 0.08876 | interpsnr: 31.42
- 2023-02-09 20:51:39,731 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:51:39,733 - INFO] Train epoch 2, global_step 54663: [10400/19980 (52%)] rd_loss: 0.618 | psnr: 36.00515 | warppsnr: 30.53095 | bpp: 0.18818 | bpp_feature: 0.09555 | bpp_z: 0.00350 | bpp_mv: 0.08913 | interpsnr: 31.38
- 2023-02-09 20:56:18,978 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 20:56:18,990 - INFO] Train epoch 2, global_step 54763: [10500/19980 (53%)] rd_loss: 0.694 | psnr: 35.48259 | warppsnr: 30.23069 | bpp: 0.20149 | bpp_feature: 0.10315 | bpp_z: 0.00355 | bpp_mv: 0.09479 | interpsnr: 30.96
- 2023-02-09 21:01:21,438 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:01:21,447 - INFO] Train epoch 2, global_step 54863: [10600/19980 (53%)] rd_loss: 0.658 | psnr: 35.88727 | warppsnr: 29.88573 | bpp: 0.19605 | bpp_feature: 0.09867 | bpp_z: 0.00353 | bpp_mv: 0.09385 | interpsnr: 30.75
- 2023-02-09 21:06:02,532 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:06:02,534 - INFO] Train epoch 2, global_step 54963: [10700/19980 (54%)] rd_loss: 0.622 | psnr: 36.04036 | warppsnr: 30.68595 | bpp: 0.19336 | bpp_feature: 0.09710 | bpp_z: 0.00351 | bpp_mv: 0.09275 | interpsnr: 31.48
- 2023-02-09 21:10:52,659 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:10:52,661 - INFO] Train epoch 2, global_step 55063: [10800/19980 (54%)] rd_loss: 0.639 | psnr: 35.79146 | warppsnr: 30.51779 | bpp: 0.19588 | bpp_feature: 0.09961 | bpp_z: 0.00352 | bpp_mv: 0.09275 | interpsnr: 31.30
- 2023-02-09 21:15:43,026 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:15:43,036 - INFO] Train epoch 2, global_step 55163: [10900/19980 (55%)] rd_loss: 0.673 | psnr: 35.38103 | warppsnr: 30.26278 | bpp: 0.19043 | bpp_feature: 0.09912 | bpp_z: 0.00355 | bpp_mv: 0.08775 | interpsnr: 31.04
- 2023-02-09 21:20:31,762 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:20:31,775 - INFO] Train epoch 2, global_step 55263: [11000/19980 (55%)] rd_loss: 0.610 | psnr: 35.86574 | warppsnr: 30.74023 | bpp: 0.18271 | bpp_feature: 0.09216 | bpp_z: 0.00345 | bpp_mv: 0.08709 | interpsnr: 31.49
- 2023-02-09 21:25:21,184 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:25:21,198 - INFO] Train epoch 2, global_step 55363: [11100/19980 (56%)] rd_loss: 0.667 | psnr: 35.57834 | warppsnr: 30.14138 | bpp: 0.18705 | bpp_feature: 0.09588 | bpp_z: 0.00360 | bpp_mv: 0.08757 | interpsnr: 30.96
- 2023-02-09 21:30:11,493 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:30:11,504 - INFO] Train epoch 2, global_step 55463: [11200/19980 (56%)] rd_loss: 0.648 | psnr: 36.11032 | warppsnr: 30.44144 | bpp: 0.19390 | bpp_feature: 0.09611 | bpp_z: 0.00355 | bpp_mv: 0.09424 | interpsnr: 31.25
- 2023-02-09 21:35:02,663 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:35:02,666 - INFO] Train epoch 2, global_step 55563: [11300/19980 (57%)] rd_loss: 0.687 | psnr: 35.31302 | warppsnr: 30.09959 | bpp: 0.19612 | bpp_feature: 0.10056 | bpp_z: 0.00353 | bpp_mv: 0.09203 | interpsnr: 30.87
- 2023-02-09 21:39:56,209 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:39:56,223 - INFO] Train epoch 2, global_step 55663: [11400/19980 (57%)] rd_loss: 0.614 | psnr: 36.06543 | warppsnr: 30.54389 | bpp: 0.18867 | bpp_feature: 0.09639 | bpp_z: 0.00353 | bpp_mv: 0.08875 | interpsnr: 31.37
- 2023-02-09 21:44:48,850 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:44:48,861 - INFO] Train epoch 2, global_step 55763: [11500/19980 (58%)] rd_loss: 0.584 | psnr: 36.18570 | warppsnr: 30.95742 | bpp: 0.18187 | bpp_feature: 0.09296 | bpp_z: 0.00346 | bpp_mv: 0.08545 | interpsnr: 31.69
- 2023-02-09 21:49:43,454 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:49:43,456 - INFO] Train epoch 2, global_step 55863: [11600/19980 (58%)] rd_loss: 0.615 | psnr: 35.91823 | warppsnr: 30.72871 | bpp: 0.18552 | bpp_feature: 0.09486 | bpp_z: 0.00350 | bpp_mv: 0.08716 | interpsnr: 31.50
- 2023-02-09 21:54:39,293 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:54:39,295 - INFO] Train epoch 2, global_step 55963: [11700/19980 (59%)] rd_loss: 0.640 | psnr: 35.89850 | warppsnr: 30.37714 | bpp: 0.19351 | bpp_feature: 0.09640 | bpp_z: 0.00351 | bpp_mv: 0.09360 | interpsnr: 31.07
- 2023-02-09 21:59:33,966 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 21:59:33,968 - INFO] Train epoch 2, global_step 56063: [11800/19980 (59%)] rd_loss: 0.698 | psnr: 35.57521 | warppsnr: 29.98206 | bpp: 0.19469 | bpp_feature: 0.09658 | bpp_z: 0.00348 | bpp_mv: 0.09462 | interpsnr: 30.72
- 2023-02-09 22:04:27,817 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:04:27,831 - INFO] Train epoch 2, global_step 56163: [11900/19980 (60%)] rd_loss: 0.714 | psnr: 34.94130 | warppsnr: 30.06688 | bpp: 0.19467 | bpp_feature: 0.10202 | bpp_z: 0.00352 | bpp_mv: 0.08913 | interpsnr: 30.84
- 2023-02-09 22:09:22,299 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:09:22,311 - INFO] Train epoch 2, global_step 56263: [12000/19980 (60%)] rd_loss: 0.632 | psnr: 35.82839 | warppsnr: 30.77947 | bpp: 0.19495 | bpp_feature: 0.09895 | bpp_z: 0.00355 | bpp_mv: 0.09245 | interpsnr: 31.56
- 2023-02-09 22:14:17,437 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:14:17,442 - INFO] Train epoch 2, global_step 56363: [12100/19980 (61%)] rd_loss: 0.662 | psnr: 35.56128 | warppsnr: 30.26864 | bpp: 0.19064 | bpp_feature: 0.09913 | bpp_z: 0.00353 | bpp_mv: 0.08798 | interpsnr: 31.09
- 2023-02-09 22:19:02,489 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:19:02,491 - INFO] Train epoch 2, global_step 56463: [12200/19980 (61%)] rd_loss: 0.691 | psnr: 35.61378 | warppsnr: 29.87442 | bpp: 0.19633 | bpp_feature: 0.10094 | bpp_z: 0.00356 | bpp_mv: 0.09183 | interpsnr: 30.60
- 2023-02-09 22:23:44,610 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:23:44,620 - INFO] Train epoch 2, global_step 56563: [12300/19980 (62%)] rd_loss: 0.660 | psnr: 35.76685 | warppsnr: 30.07942 | bpp: 0.18972 | bpp_feature: 0.09597 | bpp_z: 0.00352 | bpp_mv: 0.09023 | interpsnr: 30.91
- 2023-02-09 22:28:27,952 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:28:27,954 - INFO] Train epoch 2, global_step 56663: [12400/19980 (62%)] rd_loss: 0.615 | psnr: 35.97211 | warppsnr: 30.62045 | bpp: 0.18543 | bpp_feature: 0.09434 | bpp_z: 0.00352 | bpp_mv: 0.08758 | interpsnr: 31.41
- 2023-02-09 22:33:08,264 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:33:08,266 - INFO] Train epoch 2, global_step 56763: [12500/19980 (63%)] rd_loss: 0.640 | psnr: 35.75147 | warppsnr: 30.54874 | bpp: 0.18810 | bpp_feature: 0.09722 | bpp_z: 0.00350 | bpp_mv: 0.08737 | interpsnr: 31.32
- 2023-02-09 22:37:49,143 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:37:49,145 - INFO] Train epoch 2, global_step 56863: [12600/19980 (63%)] rd_loss: 0.648 | psnr: 35.91430 | warppsnr: 30.23235 | bpp: 0.19158 | bpp_feature: 0.09840 | bpp_z: 0.00353 | bpp_mv: 0.08965 | interpsnr: 30.91
- 2023-02-09 22:42:29,650 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:42:29,652 - INFO] Train epoch 2, global_step 56963: [12700/19980 (64%)] rd_loss: 0.596 | psnr: 36.04847 | warppsnr: 31.08661 | bpp: 0.18272 | bpp_feature: 0.09186 | bpp_z: 0.00347 | bpp_mv: 0.08740 | interpsnr: 31.90
- 2023-02-09 22:47:11,573 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:47:11,575 - INFO] Train epoch 2, global_step 57063: [12800/19980 (64%)] rd_loss: 0.684 | psnr: 35.48895 | warppsnr: 30.05759 | bpp: 0.18822 | bpp_feature: 0.09615 | bpp_z: 0.00350 | bpp_mv: 0.08857 | interpsnr: 30.87
- 2023-02-09 22:51:53,558 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:51:53,560 - INFO] Train epoch 2, global_step 57163: [12900/19980 (65%)] rd_loss: 0.612 | psnr: 36.00177 | warppsnr: 30.60258 | bpp: 0.18179 | bpp_feature: 0.09179 | bpp_z: 0.00351 | bpp_mv: 0.08650 | interpsnr: 31.44
- 2023-02-09 22:56:33,856 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 22:56:33,858 - INFO] Train epoch 2, global_step 57263: [13000/19980 (65%)] rd_loss: 0.629 | psnr: 35.95419 | warppsnr: 30.64722 | bpp: 0.18981 | bpp_feature: 0.09612 | bpp_z: 0.00347 | bpp_mv: 0.09022 | interpsnr: 31.39
- 2023-02-09 23:01:14,874 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:01:14,890 - INFO] Train epoch 2, global_step 57363: [13100/19980 (66%)] rd_loss: 0.667 | psnr: 35.72930 | warppsnr: 30.06703 | bpp: 0.19877 | bpp_feature: 0.10341 | bpp_z: 0.00353 | bpp_mv: 0.09183 | interpsnr: 30.87
- 2023-02-09 23:05:54,877 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:05:54,880 - INFO] Train epoch 2, global_step 57463: [13200/19980 (66%)] rd_loss: 0.553 | psnr: 36.71031 | warppsnr: 31.12839 | bpp: 0.18008 | bpp_feature: 0.08942 | bpp_z: 0.00346 | bpp_mv: 0.08721 | interpsnr: 31.92
- 2023-02-09 23:10:35,576 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:10:35,577 - INFO] Train epoch 2, global_step 57563: [13300/19980 (67%)] rd_loss: 0.630 | psnr: 35.97792 | warppsnr: 30.45142 | bpp: 0.18651 | bpp_feature: 0.09420 | bpp_z: 0.00348 | bpp_mv: 0.08883 | interpsnr: 31.28
- 2023-02-09 23:15:15,445 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:15:15,458 - INFO] Train epoch 2, global_step 57663: [13400/19980 (67%)] rd_loss: 0.628 | psnr: 35.82351 | warppsnr: 30.81561 | bpp: 0.18884 | bpp_feature: 0.09677 | bpp_z: 0.00351 | bpp_mv: 0.08855 | interpsnr: 31.59
- 2023-02-09 23:19:55,827 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:19:55,842 - INFO] Train epoch 2, global_step 57763: [13500/19980 (68%)] rd_loss: 0.625 | psnr: 35.87252 | warppsnr: 30.82034 | bpp: 0.19097 | bpp_feature: 0.09763 | bpp_z: 0.00352 | bpp_mv: 0.08981 | interpsnr: 31.55
- 2023-02-09 23:24:35,817 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:24:35,819 - INFO] Train epoch 2, global_step 57863: [13600/19980 (68%)] rd_loss: 0.581 | psnr: 36.46820 | warppsnr: 30.68872 | bpp: 0.18296 | bpp_feature: 0.09161 | bpp_z: 0.00347 | bpp_mv: 0.08788 | interpsnr: 31.52
- 2023-02-09 23:29:16,273 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:29:16,278 - INFO] Train epoch 2, global_step 57963: [13700/19980 (69%)] rd_loss: 0.589 | psnr: 36.36698 | warppsnr: 31.06656 | bpp: 0.18821 | bpp_feature: 0.09742 | bpp_z: 0.00350 | bpp_mv: 0.08730 | interpsnr: 31.69
- 2023-02-09 23:33:57,808 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:33:57,818 - INFO] Train epoch 2, global_step 58063: [13800/19980 (69%)] rd_loss: 0.634 | psnr: 35.82001 | warppsnr: 30.48766 | bpp: 0.19130 | bpp_feature: 0.09693 | bpp_z: 0.00350 | bpp_mv: 0.09087 | interpsnr: 31.26
- 2023-02-09 23:38:38,233 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:38:38,242 - INFO] Train epoch 2, global_step 58163: [13900/19980 (70%)] rd_loss: 0.583 | psnr: 36.37908 | warppsnr: 30.75883 | bpp: 0.18480 | bpp_feature: 0.09371 | bpp_z: 0.00351 | bpp_mv: 0.08759 | interpsnr: 31.55
- 2023-02-09 23:43:20,110 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:43:20,115 - INFO] Train epoch 2, global_step 58263: [14000/19980 (70%)] rd_loss: 0.644 | psnr: 35.76524 | warppsnr: 30.31483 | bpp: 0.18530 | bpp_feature: 0.09397 | bpp_z: 0.00348 | bpp_mv: 0.08785 | interpsnr: 31.06
- 2023-02-09 23:48:01,327 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:48:01,330 - INFO] Train epoch 2, global_step 58363: [14100/19980 (71%)] rd_loss: 0.615 | psnr: 36.05077 | warppsnr: 30.68978 | bpp: 0.19039 | bpp_feature: 0.09592 | bpp_z: 0.00350 | bpp_mv: 0.09097 | interpsnr: 31.40
- 2023-02-09 23:52:43,499 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:52:43,501 - INFO] Train epoch 2, global_step 58463: [14200/19980 (71%)] rd_loss: 0.720 | psnr: 35.10851 | warppsnr: 29.74277 | bpp: 0.19423 | bpp_feature: 0.09936 | bpp_z: 0.00353 | bpp_mv: 0.09134 | interpsnr: 30.51
- 2023-02-09 23:57:30,547 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-09 23:57:30,549 - INFO] Train epoch 2, global_step 58563: [14300/19980 (72%)] rd_loss: 0.677 | psnr: 35.50618 | warppsnr: 30.17344 | bpp: 0.19677 | bpp_feature: 0.10221 | bpp_z: 0.00349 | bpp_mv: 0.09107 | interpsnr: 30.92
- 2023-02-10 00:02:25,416 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:02:25,423 - INFO] Train epoch 2, global_step 58663: [14400/19980 (72%)] rd_loss: 0.654 | psnr: 35.67207 | warppsnr: 30.35722 | bpp: 0.19430 | bpp_feature: 0.10090 | bpp_z: 0.00356 | bpp_mv: 0.08984 | interpsnr: 31.13
- 2023-02-10 00:07:19,818 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:07:19,820 - INFO] Train epoch 2, global_step 58763: [14500/19980 (73%)] rd_loss: 0.575 | psnr: 36.51072 | warppsnr: 30.85294 | bpp: 0.18443 | bpp_feature: 0.09130 | bpp_z: 0.00349 | bpp_mv: 0.08964 | interpsnr: 31.64
- 2023-02-10 00:12:13,695 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:12:13,709 - INFO] Train epoch 2, global_step 58863: [14600/19980 (73%)] rd_loss: 0.609 | psnr: 35.95167 | warppsnr: 30.72318 | bpp: 0.18154 | bpp_feature: 0.09182 | bpp_z: 0.00348 | bpp_mv: 0.08624 | interpsnr: 31.45
- 2023-02-10 00:17:05,468 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:17:05,482 - INFO] Train epoch 2, global_step 58963: [14700/19980 (74%)] rd_loss: 0.639 | psnr: 36.09523 | warppsnr: 30.16663 | bpp: 0.19624 | bpp_feature: 0.09952 | bpp_z: 0.00356 | bpp_mv: 0.09316 | interpsnr: 30.98
- 2023-02-10 00:21:56,690 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:21:56,692 - INFO] Train epoch 2, global_step 59063: [14800/19980 (74%)] rd_loss: 0.615 | psnr: 36.00816 | warppsnr: 30.68152 | bpp: 0.18519 | bpp_feature: 0.09424 | bpp_z: 0.00349 | bpp_mv: 0.08746 | interpsnr: 31.44
- 2023-02-10 00:26:47,631 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:26:47,633 - INFO] Train epoch 2, global_step 59163: [14900/19980 (75%)] rd_loss: 0.617 | psnr: 36.06127 | warppsnr: 30.55769 | bpp: 0.19027 | bpp_feature: 0.09634 | bpp_z: 0.00350 | bpp_mv: 0.09043 | interpsnr: 31.31
- 2023-02-10 00:31:40,881 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:31:40,894 - INFO] Train epoch 2, global_step 59263: [15000/19980 (75%)] rd_loss: 0.691 | psnr: 35.30352 | warppsnr: 30.13847 | bpp: 0.18866 | bpp_feature: 0.09838 | bpp_z: 0.00359 | bpp_mv: 0.08668 | interpsnr: 30.83
- 2023-02-10 00:36:33,405 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:36:33,407 - INFO] Train epoch 2, global_step 59363: [15100/19980 (76%)] rd_loss: 0.605 | psnr: 35.94266 | warppsnr: 31.00926 | bpp: 0.18079 | bpp_feature: 0.09277 | bpp_z: 0.00350 | bpp_mv: 0.08452 | interpsnr: 31.82
- 2023-02-10 00:41:26,926 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:41:26,944 - INFO] Train epoch 2, global_step 59463: [15200/19980 (76%)] rd_loss: 0.636 | psnr: 35.85818 | warppsnr: 30.46907 | bpp: 0.19310 | bpp_feature: 0.09985 | bpp_z: 0.00352 | bpp_mv: 0.08974 | interpsnr: 31.23
- 2023-02-10 00:46:21,640 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:46:21,642 - INFO] Train epoch 2, global_step 59563: [15300/19980 (77%)] rd_loss: 0.646 | psnr: 35.66734 | warppsnr: 30.36330 | bpp: 0.19032 | bpp_feature: 0.09799 | bpp_z: 0.00351 | bpp_mv: 0.08883 | interpsnr: 31.11
- 2023-02-10 00:51:15,979 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:51:15,981 - INFO] Train epoch 2, global_step 59663: [15400/19980 (77%)] rd_loss: 0.662 | psnr: 35.58915 | warppsnr: 30.34857 | bpp: 0.19240 | bpp_feature: 0.09995 | bpp_z: 0.00356 | bpp_mv: 0.08890 | interpsnr: 31.15
- 2023-02-10 00:56:10,934 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 00:56:10,937 - INFO] Train epoch 2, global_step 59763: [15500/19980 (78%)] rd_loss: 0.578 | psnr: 36.47613 | warppsnr: 30.78256 | bpp: 0.18467 | bpp_feature: 0.09378 | bpp_z: 0.00349 | bpp_mv: 0.08740 | interpsnr: 31.60
- 2023-02-10 01:01:05,368 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:01:05,370 - INFO] Train epoch 2, global_step 59863: [15600/19980 (78%)] rd_loss: 0.623 | psnr: 35.80246 | warppsnr: 30.66876 | bpp: 0.18446 | bpp_feature: 0.09480 | bpp_z: 0.00346 | bpp_mv: 0.08620 | interpsnr: 31.48
- 2023-02-10 01:05:52,510 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:05:52,512 - INFO] Train epoch 2, global_step 59963: [15700/19980 (79%)] rd_loss: 0.693 | psnr: 35.27622 | warppsnr: 30.11197 | bpp: 0.19560 | bpp_feature: 0.10109 | bpp_z: 0.00358 | bpp_mv: 0.09092 | interpsnr: 30.90
- 2023-02-10 01:10:33,968 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:10:33,970 - INFO] Train epoch 2, global_step 60063: [15800/19980 (79%)] rd_loss: 0.577 | psnr: 36.47001 | warppsnr: 30.84245 | bpp: 0.18268 | bpp_feature: 0.09175 | bpp_z: 0.00347 | bpp_mv: 0.08746 | interpsnr: 31.71
- 2023-02-10 01:15:15,411 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:15:15,413 - INFO] Train epoch 2, global_step 60163: [15900/19980 (80%)] rd_loss: 0.629 | psnr: 35.82275 | warppsnr: 30.81959 | bpp: 0.18703 | bpp_feature: 0.09538 | bpp_z: 0.00354 | bpp_mv: 0.08811 | interpsnr: 31.59
- 2023-02-10 01:19:56,365 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:19:56,367 - INFO] Train epoch 2, global_step 60263: [16000/19980 (80%)] rd_loss: 0.605 | psnr: 36.00997 | warppsnr: 30.77637 | bpp: 0.18520 | bpp_feature: 0.09416 | bpp_z: 0.00345 | bpp_mv: 0.08758 | interpsnr: 31.62
- 2023-02-10 01:24:36,428 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:24:36,430 - INFO] Train epoch 2, global_step 60363: [16100/19980 (81%)] rd_loss: 0.668 | psnr: 35.48199 | warppsnr: 30.25154 | bpp: 0.19218 | bpp_feature: 0.09894 | bpp_z: 0.00353 | bpp_mv: 0.08972 | interpsnr: 31.03
- 2023-02-10 01:29:15,982 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:29:15,983 - INFO] Train epoch 2, global_step 60463: [16200/19980 (81%)] rd_loss: 0.585 | psnr: 36.33567 | warppsnr: 30.83443 | bpp: 0.18474 | bpp_feature: 0.09302 | bpp_z: 0.00349 | bpp_mv: 0.08823 | interpsnr: 31.69
- 2023-02-10 01:33:57,257 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:33:57,259 - INFO] Train epoch 2, global_step 60563: [16300/19980 (82%)] rd_loss: 0.614 | psnr: 35.89872 | warppsnr: 30.90503 | bpp: 0.18893 | bpp_feature: 0.09521 | bpp_z: 0.00351 | bpp_mv: 0.09021 | interpsnr: 31.65
- 2023-02-10 01:38:37,888 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:38:37,890 - INFO] Train epoch 2, global_step 60663: [16400/19980 (82%)] rd_loss: 0.615 | psnr: 35.96209 | warppsnr: 30.56629 | bpp: 0.18696 | bpp_feature: 0.09680 | bpp_z: 0.00351 | bpp_mv: 0.08665 | interpsnr: 31.41
- 2023-02-10 01:43:19,018 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:43:19,020 - INFO] Train epoch 2, global_step 60763: [16500/19980 (83%)] rd_loss: 0.716 | psnr: 35.12353 | warppsnr: 29.96226 | bpp: 0.19768 | bpp_feature: 0.10432 | bpp_z: 0.00360 | bpp_mv: 0.08977 | interpsnr: 30.75
- 2023-02-10 01:48:00,520 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:48:00,522 - INFO] Train epoch 2, global_step 60863: [16600/19980 (83%)] rd_loss: 0.625 | psnr: 36.01031 | warppsnr: 30.31966 | bpp: 0.18774 | bpp_feature: 0.09275 | bpp_z: 0.00348 | bpp_mv: 0.09151 | interpsnr: 31.10
- 2023-02-10 01:52:41,839 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:52:41,841 - INFO] Train epoch 2, global_step 60963: [16700/19980 (84%)] rd_loss: 0.717 | psnr: 35.15164 | warppsnr: 29.92994 | bpp: 0.19449 | bpp_feature: 0.09874 | bpp_z: 0.00352 | bpp_mv: 0.09223 | interpsnr: 30.76
- 2023-02-10 01:57:23,000 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 01:57:23,002 - INFO] Train epoch 2, global_step 61063: [16800/19980 (84%)] rd_loss: 0.599 | psnr: 35.98250 | warppsnr: 30.94448 | bpp: 0.18523 | bpp_feature: 0.09464 | bpp_z: 0.00343 | bpp_mv: 0.08716 | interpsnr: 31.76
- 2023-02-10 02:02:04,811 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:02:04,813 - INFO] Train epoch 2, global_step 61163: [16900/19980 (85%)] rd_loss: 0.617 | psnr: 35.95929 | warppsnr: 30.63530 | bpp: 0.18646 | bpp_feature: 0.09598 | bpp_z: 0.00349 | bpp_mv: 0.08698 | interpsnr: 31.32
- 2023-02-10 02:06:48,225 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:06:48,227 - INFO] Train epoch 2, global_step 61263: [17000/19980 (85%)] rd_loss: 0.577 | psnr: 36.23509 | warppsnr: 31.06927 | bpp: 0.17917 | bpp_feature: 0.08985 | bpp_z: 0.00344 | bpp_mv: 0.08588 | interpsnr: 31.94
- 2023-02-10 02:11:32,084 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:11:32,086 - INFO] Train epoch 2, global_step 61363: [17100/19980 (86%)] rd_loss: 0.560 | psnr: 36.49500 | warppsnr: 31.32090 | bpp: 0.17770 | bpp_feature: 0.08849 | bpp_z: 0.00349 | bpp_mv: 0.08572 | interpsnr: 32.10
- 2023-02-10 02:16:15,106 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:16:15,108 - INFO] Train epoch 2, global_step 61463: [17200/19980 (86%)] rd_loss: 0.651 | psnr: 35.50020 | warppsnr: 30.42298 | bpp: 0.18791 | bpp_feature: 0.09517 | bpp_z: 0.00351 | bpp_mv: 0.08923 | interpsnr: 31.24
- 2023-02-10 02:20:59,321 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:20:59,322 - INFO] Train epoch 2, global_step 61563: [17300/19980 (87%)] rd_loss: 0.652 | psnr: 35.59526 | warppsnr: 30.51630 | bpp: 0.18964 | bpp_feature: 0.09694 | bpp_z: 0.00355 | bpp_mv: 0.08915 | interpsnr: 31.27
- 2023-02-10 02:25:41,841 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:25:41,843 - INFO] Train epoch 2, global_step 61663: [17400/19980 (87%)] rd_loss: 0.599 | psnr: 36.04958 | warppsnr: 30.98838 | bpp: 0.18297 | bpp_feature: 0.09189 | bpp_z: 0.00349 | bpp_mv: 0.08759 | interpsnr: 31.84
- 2023-02-10 02:30:25,710 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:30:25,712 - INFO] Train epoch 2, global_step 61763: [17500/19980 (88%)] rd_loss: 0.653 | psnr: 35.67720 | warppsnr: 30.22385 | bpp: 0.18574 | bpp_feature: 0.09454 | bpp_z: 0.00350 | bpp_mv: 0.08770 | interpsnr: 31.08
- 2023-02-10 02:35:09,713 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:35:09,715 - INFO] Train epoch 2, global_step 61863: [17600/19980 (88%)] rd_loss: 0.599 | psnr: 36.36034 | warppsnr: 30.55757 | bpp: 0.19063 | bpp_feature: 0.09540 | bpp_z: 0.00346 | bpp_mv: 0.09177 | interpsnr: 31.27
- 2023-02-10 02:39:50,121 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:39:50,123 - INFO] Train epoch 2, global_step 61963: [17700/19980 (89%)] rd_loss: 0.665 | psnr: 35.68876 | warppsnr: 30.11973 | bpp: 0.19352 | bpp_feature: 0.09977 | bpp_z: 0.00347 | bpp_mv: 0.09028 | interpsnr: 30.82
- 2023-02-10 02:44:30,125 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:44:30,127 - INFO] Train epoch 2, global_step 62063: [17800/19980 (89%)] rd_loss: 0.639 | psnr: 35.67558 | warppsnr: 30.56658 | bpp: 0.18625 | bpp_feature: 0.09726 | bpp_z: 0.00349 | bpp_mv: 0.08550 | interpsnr: 31.25
- 2023-02-10 02:49:12,124 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:49:12,126 - INFO] Train epoch 2, global_step 62163: [17900/19980 (90%)] rd_loss: 0.616 | psnr: 35.93648 | warppsnr: 30.77941 | bpp: 0.18250 | bpp_feature: 0.09444 | bpp_z: 0.00349 | bpp_mv: 0.08457 | interpsnr: 31.53
- 2023-02-10 02:53:53,942 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:53:53,954 - INFO] Train epoch 2, global_step 62263: [18000/19980 (90%)] rd_loss: 0.628 | psnr: 35.90789 | warppsnr: 30.38387 | bpp: 0.18334 | bpp_feature: 0.09391 | bpp_z: 0.00351 | bpp_mv: 0.08592 | interpsnr: 31.31
- 2023-02-10 02:58:34,362 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 02:58:34,363 - INFO] Train epoch 2, global_step 62363: [18100/19980 (91%)] rd_loss: 0.683 | psnr: 35.81826 | warppsnr: 29.93074 | bpp: 0.20178 | bpp_feature: 0.09908 | bpp_z: 0.00358 | bpp_mv: 0.09912 | interpsnr: 30.66
- 2023-02-10 03:03:17,639 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:03:17,652 - INFO] Train epoch 2, global_step 62463: [18200/19980 (91%)] rd_loss: 0.653 | psnr: 35.74787 | warppsnr: 30.09653 | bpp: 0.18763 | bpp_feature: 0.09638 | bpp_z: 0.00350 | bpp_mv: 0.08775 | interpsnr: 30.94
- 2023-02-10 03:07:58,818 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:07:58,820 - INFO] Train epoch 2, global_step 62563: [18300/19980 (92%)] rd_loss: 0.591 | psnr: 36.23299 | warppsnr: 30.87285 | bpp: 0.18614 | bpp_feature: 0.09318 | bpp_z: 0.00356 | bpp_mv: 0.08940 | interpsnr: 31.63
- 2023-02-10 03:12:41,457 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:12:41,458 - INFO] Train epoch 2, global_step 62663: [18400/19980 (92%)] rd_loss: 0.713 | psnr: 35.49519 | warppsnr: 29.69627 | bpp: 0.19540 | bpp_feature: 0.10270 | bpp_z: 0.00354 | bpp_mv: 0.08916 | interpsnr: 30.45
- 2023-02-10 03:17:23,398 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:17:23,401 - INFO] Train epoch 2, global_step 62763: [18500/19980 (93%)] rd_loss: 0.637 | psnr: 35.99514 | warppsnr: 30.28856 | bpp: 0.18807 | bpp_feature: 0.09674 | bpp_z: 0.00350 | bpp_mv: 0.08783 | interpsnr: 31.06
- 2023-02-10 03:22:05,723 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:22:05,725 - INFO] Train epoch 2, global_step 62863: [18600/19980 (93%)] rd_loss: 0.625 | psnr: 36.04983 | warppsnr: 30.28384 | bpp: 0.18524 | bpp_feature: 0.09509 | bpp_z: 0.00350 | bpp_mv: 0.08665 | interpsnr: 31.19
- 2023-02-10 03:26:48,897 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:26:48,899 - INFO] Train epoch 2, global_step 62963: [18700/19980 (94%)] rd_loss: 0.641 | psnr: 35.72459 | warppsnr: 30.42775 | bpp: 0.18763 | bpp_feature: 0.09734 | bpp_z: 0.00353 | bpp_mv: 0.08676 | interpsnr: 31.22
- 2023-02-10 03:31:30,493 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:31:30,495 - INFO] Train epoch 2, global_step 63063: [18800/19980 (94%)] rd_loss: 0.691 | psnr: 35.18508 | warppsnr: 30.08281 | bpp: 0.18697 | bpp_feature: 0.09754 | bpp_z: 0.00351 | bpp_mv: 0.08592 | interpsnr: 30.92
- 2023-02-10 03:36:12,399 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:36:12,401 - INFO] Train epoch 2, global_step 63163: [18900/19980 (95%)] rd_loss: 0.575 | psnr: 36.36220 | warppsnr: 30.95761 | bpp: 0.18225 | bpp_feature: 0.09157 | bpp_z: 0.00347 | bpp_mv: 0.08721 | interpsnr: 31.77
- 2023-02-10 03:40:56,270 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:40:56,272 - INFO] Train epoch 2, global_step 63263: [19000/19980 (95%)] rd_loss: 0.568 | psnr: 36.31884 | warppsnr: 31.21047 | bpp: 0.17600 | bpp_feature: 0.08869 | bpp_z: 0.00348 | bpp_mv: 0.08383 | interpsnr: 32.03
- 2023-02-10 03:45:40,024 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:45:40,026 - INFO] Train epoch 2, global_step 63363: [19100/19980 (96%)] rd_loss: 0.650 | psnr: 35.89953 | warppsnr: 30.49012 | bpp: 0.18341 | bpp_feature: 0.09236 | bpp_z: 0.00347 | bpp_mv: 0.08758 | interpsnr: 31.31
- 2023-02-10 03:50:22,917 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:50:22,929 - INFO] Train epoch 2, global_step 63463: [19200/19980 (96%)] rd_loss: 0.598 | psnr: 35.95732 | warppsnr: 31.00223 | bpp: 0.17861 | bpp_feature: 0.09089 | bpp_z: 0.00348 | bpp_mv: 0.08424 | interpsnr: 31.76
- 2023-02-10 03:55:05,951 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:55:05,953 - INFO] Train epoch 2, global_step 63563: [19300/19980 (97%)] rd_loss: 0.580 | psnr: 36.39577 | warppsnr: 31.14792 | bpp: 0.18525 | bpp_feature: 0.09383 | bpp_z: 0.00345 | bpp_mv: 0.08798 | interpsnr: 32.00
- 2023-02-10 03:59:51,705 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 03:59:51,706 - INFO] Train epoch 2, global_step 63663: [19400/19980 (97%)] rd_loss: 0.609 | psnr: 36.06330 | warppsnr: 30.62805 | bpp: 0.18435 | bpp_feature: 0.09200 | bpp_z: 0.00349 | bpp_mv: 0.08886 | interpsnr: 31.39
- 2023-02-10 04:04:38,553 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 04:04:38,554 - INFO] Train epoch 2, global_step 63763: [19500/19980 (98%)] rd_loss: 0.634 | psnr: 35.86650 | warppsnr: 30.34575 | bpp: 0.18744 | bpp_feature: 0.09537 | bpp_z: 0.00349 | bpp_mv: 0.08858 | interpsnr: 31.16
- 2023-02-10 04:09:26,113 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 04:09:26,115 - INFO] Train epoch 2, global_step 63863: [19600/19980 (98%)] rd_loss: 0.600 | psnr: 36.16592 | warppsnr: 30.78792 | bpp: 0.18955 | bpp_feature: 0.09567 | bpp_z: 0.00346 | bpp_mv: 0.09042 | interpsnr: 31.65
- 2023-02-10 04:14:12,945 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 04:14:12,948 - INFO] Train epoch 2, global_step 63963: [19700/19980 (99%)] rd_loss: 0.611 | psnr: 35.92206 | warppsnr: 30.73061 | bpp: 0.17789 | bpp_feature: 0.09024 | bpp_z: 0.00347 | bpp_mv: 0.08419 | interpsnr: 31.57
- 2023-02-10 04:18:59,782 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 04:18:59,783 - INFO] Train epoch 2, global_step 64063: [19800/19980 (99%)] rd_loss: 0.585 | psnr: 36.24876 | warppsnr: 30.99830 | bpp: 0.18462 | bpp_feature: 0.09437 | bpp_z: 0.00348 | bpp_mv: 0.08677 | interpsnr: 31.69
- 2023-02-10 04:23:45,612 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 04:23:45,614 - INFO] Train epoch 2, global_step 64163: [19900/19980 (100%)] rd_loss: 0.678 | psnr: 35.32938 | warppsnr: 30.40250 | bpp: 0.18877 | bpp_feature: 0.09923 | bpp_z: 0.00352 | bpp_mv: 0.08602 | interpsnr: 31.21
- 2023-02-10 04:27:09,760 - INFO] Train Epoch : 02 Loss: 0.062472 lr:0.0001
- 2023-02-10 04:32:27,357 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 04:32:27,359 - INFO] Train epoch 3, global_step 64343: [100/19980 (1%)] rd_loss: 0.588 | psnr: 36.13796 | warppsnr: 30.97757 | bpp: 0.18280 | bpp_feature: 0.09366 | bpp_z: 0.00351 | bpp_mv: 0.08564 | interpsnr: 31.79
- 2023-02-10 04:37:11,121 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 04:37:11,123 - INFO] Train epoch 3, global_step 64443: [200/19980 (1%)] rd_loss: 0.580 | psnr: 36.34110 | warppsnr: 30.96968 | bpp: 0.18506 | bpp_feature: 0.09406 | bpp_z: 0.00352 | bpp_mv: 0.08749 | interpsnr: 31.80
- 2023-02-10 04:41:54,207 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 04:41:54,209 - INFO] Train epoch 3, global_step 64543: [300/19980 (2%)] rd_loss: 0.598 | psnr: 36.19941 | warppsnr: 30.73705 | bpp: 0.18205 | bpp_feature: 0.09265 | bpp_z: 0.00346 | bpp_mv: 0.08593 | interpsnr: 31.57
- 2023-02-10 04:46:36,109 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 04:46:36,111 - INFO] Train epoch 3, global_step 64643: [400/19980 (2%)] rd_loss: 0.606 | psnr: 36.15769 | warppsnr: 30.82664 | bpp: 0.18976 | bpp_feature: 0.09705 | bpp_z: 0.00347 | bpp_mv: 0.08923 | interpsnr: 31.59
- 2023-02-10 04:51:17,929 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 04:51:17,931 - INFO] Train epoch 3, global_step 64743: [500/19980 (3%)] rd_loss: 0.616 | psnr: 35.96365 | warppsnr: 30.64992 | bpp: 0.18694 | bpp_feature: 0.09462 | bpp_z: 0.00352 | bpp_mv: 0.08879 | interpsnr: 31.44
- 2023-02-10 04:55:59,838 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 04:55:59,845 - INFO] Train epoch 3, global_step 64843: [600/19980 (3%)] rd_loss: 0.610 | psnr: 36.06254 | warppsnr: 30.59322 | bpp: 0.18526 | bpp_feature: 0.09593 | bpp_z: 0.00346 | bpp_mv: 0.08587 | interpsnr: 31.38
- 2023-02-10 05:00:41,472 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:00:41,474 - INFO] Train epoch 3, global_step 64943: [700/19980 (4%)] rd_loss: 0.602 | psnr: 36.22471 | warppsnr: 30.57938 | bpp: 0.18980 | bpp_feature: 0.09596 | bpp_z: 0.00349 | bpp_mv: 0.09034 | interpsnr: 31.41
- 2023-02-10 05:05:24,239 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:05:24,241 - INFO] Train epoch 3, global_step 65043: [800/19980 (4%)] rd_loss: 0.623 | psnr: 35.96453 | warppsnr: 30.56257 | bpp: 0.18328 | bpp_feature: 0.09409 | bpp_z: 0.00348 | bpp_mv: 0.08570 | interpsnr: 31.38
- 2023-02-10 05:10:06,906 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:10:06,908 - INFO] Train epoch 3, global_step 65143: [900/19980 (5%)] rd_loss: 0.563 | psnr: 36.55337 | warppsnr: 31.18074 | bpp: 0.18333 | bpp_feature: 0.09310 | bpp_z: 0.00348 | bpp_mv: 0.08676 | interpsnr: 32.00
- 2023-02-10 05:14:47,883 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:14:47,885 - INFO] Train epoch 3, global_step 65243: [1000/19980 (5%)] rd_loss: 0.594 | psnr: 36.31821 | warppsnr: 30.53675 | bpp: 0.18002 | bpp_feature: 0.09170 | bpp_z: 0.00351 | bpp_mv: 0.08481 | interpsnr: 31.49
- 2023-02-10 05:19:30,028 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:19:30,030 - INFO] Train epoch 3, global_step 65343: [1100/19980 (6%)] rd_loss: 0.586 | psnr: 36.45453 | warppsnr: 31.05797 | bpp: 0.18802 | bpp_feature: 0.09436 | bpp_z: 0.00349 | bpp_mv: 0.09018 | interpsnr: 31.86
- 2023-02-10 05:24:10,688 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:24:10,690 - INFO] Train epoch 3, global_step 65443: [1200/19980 (6%)] rd_loss: 0.600 | psnr: 36.06290 | warppsnr: 30.81310 | bpp: 0.18135 | bpp_feature: 0.09232 | bpp_z: 0.00343 | bpp_mv: 0.08560 | interpsnr: 31.57
- 2023-02-10 05:28:54,390 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:28:54,392 - INFO] Train epoch 3, global_step 65543: [1300/19980 (7%)] rd_loss: 0.702 | psnr: 35.11362 | warppsnr: 30.14561 | bpp: 0.18891 | bpp_feature: 0.09850 | bpp_z: 0.00351 | bpp_mv: 0.08690 | interpsnr: 30.87
- 2023-02-10 05:33:37,209 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:33:37,211 - INFO] Train epoch 3, global_step 65643: [1400/19980 (7%)] rd_loss: 0.648 | psnr: 35.70643 | warppsnr: 30.56010 | bpp: 0.18631 | bpp_feature: 0.09591 | bpp_z: 0.00348 | bpp_mv: 0.08693 | interpsnr: 31.28
- 2023-02-10 05:38:18,704 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:38:18,706 - INFO] Train epoch 3, global_step 65743: [1500/19980 (8%)] rd_loss: 0.586 | psnr: 36.17321 | warppsnr: 30.99014 | bpp: 0.18262 | bpp_feature: 0.09261 | bpp_z: 0.00348 | bpp_mv: 0.08653 | interpsnr: 31.73
- 2023-02-10 05:43:02,682 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:43:02,684 - INFO] Train epoch 3, global_step 65843: [1600/19980 (8%)] rd_loss: 0.589 | psnr: 36.04842 | warppsnr: 31.00387 | bpp: 0.17635 | bpp_feature: 0.09077 | bpp_z: 0.00349 | bpp_mv: 0.08210 | interpsnr: 31.78
- 2023-02-10 05:47:46,508 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:47:46,510 - INFO] Train epoch 3, global_step 65943: [1700/19980 (9%)] rd_loss: 0.646 | psnr: 35.72931 | warppsnr: 30.12610 | bpp: 0.18559 | bpp_feature: 0.09555 | bpp_z: 0.00356 | bpp_mv: 0.08648 | interpsnr: 30.97
- 2023-02-10 05:52:56,845 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:52:56,847 - INFO] Train epoch 3, global_step 66043: [1800/19980 (9%)] rd_loss: 0.584 | psnr: 36.27025 | warppsnr: 30.88333 | bpp: 0.18269 | bpp_feature: 0.09454 | bpp_z: 0.00349 | bpp_mv: 0.08467 | interpsnr: 31.61
- 2023-02-10 05:57:40,115 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 05:57:40,117 - INFO] Train epoch 3, global_step 66143: [1900/19980 (10%)] rd_loss: 0.591 | psnr: 36.31510 | warppsnr: 31.03525 | bpp: 0.18321 | bpp_feature: 0.09285 | bpp_z: 0.00341 | bpp_mv: 0.08695 | interpsnr: 31.72
- 2023-02-10 06:02:23,516 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:02:23,518 - INFO] Train epoch 3, global_step 66243: [2000/19980 (10%)] rd_loss: 0.628 | psnr: 35.86901 | warppsnr: 30.57704 | bpp: 0.19174 | bpp_feature: 0.09682 | bpp_z: 0.00354 | bpp_mv: 0.09138 | interpsnr: 31.29
- 2023-02-10 06:07:07,965 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:07:07,966 - INFO] Train epoch 3, global_step 66343: [2100/19980 (11%)] rd_loss: 0.621 | psnr: 35.89623 | warppsnr: 30.64205 | bpp: 0.18243 | bpp_feature: 0.09278 | bpp_z: 0.00346 | bpp_mv: 0.08619 | interpsnr: 31.46
- 2023-02-10 06:11:51,190 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:11:51,192 - INFO] Train epoch 3, global_step 66443: [2200/19980 (11%)] rd_loss: 0.642 | psnr: 36.01063 | warppsnr: 30.10371 | bpp: 0.18745 | bpp_feature: 0.09565 | bpp_z: 0.00353 | bpp_mv: 0.08828 | interpsnr: 30.97
- 2023-02-10 06:16:38,537 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:16:38,539 - INFO] Train epoch 3, global_step 66543: [2300/19980 (12%)] rd_loss: 0.608 | psnr: 35.89871 | warppsnr: 30.69751 | bpp: 0.17676 | bpp_feature: 0.09274 | bpp_z: 0.00347 | bpp_mv: 0.08055 | interpsnr: 31.52
- 2023-02-10 06:21:27,655 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:21:27,657 - INFO] Train epoch 3, global_step 66643: [2400/19980 (12%)] rd_loss: 0.596 | psnr: 36.28277 | warppsnr: 30.84360 | bpp: 0.18825 | bpp_feature: 0.09472 | bpp_z: 0.00347 | bpp_mv: 0.09005 | interpsnr: 31.64
- 2023-02-10 06:26:18,221 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:26:18,223 - INFO] Train epoch 3, global_step 66743: [2500/19980 (13%)] rd_loss: 0.582 | psnr: 36.38339 | warppsnr: 30.93489 | bpp: 0.17803 | bpp_feature: 0.08958 | bpp_z: 0.00345 | bpp_mv: 0.08500 | interpsnr: 31.86
- 2023-02-10 06:31:09,179 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:31:09,181 - INFO] Train epoch 3, global_step 66843: [2600/19980 (13%)] rd_loss: 0.540 | psnr: 36.69709 | warppsnr: 31.45881 | bpp: 0.17723 | bpp_feature: 0.08803 | bpp_z: 0.00342 | bpp_mv: 0.08577 | interpsnr: 32.24
- 2023-02-10 06:35:58,737 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:35:58,739 - INFO] Train epoch 3, global_step 66943: [2700/19980 (14%)] rd_loss: 0.607 | psnr: 36.10363 | warppsnr: 30.61320 | bpp: 0.18329 | bpp_feature: 0.09355 | bpp_z: 0.00349 | bpp_mv: 0.08625 | interpsnr: 31.47
- 2023-02-10 06:40:48,200 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:40:48,202 - INFO] Train epoch 3, global_step 67043: [2800/19980 (14%)] rd_loss: 0.640 | psnr: 35.74377 | warppsnr: 30.66896 | bpp: 0.18336 | bpp_feature: 0.09287 | bpp_z: 0.00350 | bpp_mv: 0.08699 | interpsnr: 31.40
- 2023-02-10 06:45:37,683 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:45:37,685 - INFO] Train epoch 3, global_step 67143: [2900/19980 (15%)] rd_loss: 0.640 | psnr: 35.78010 | warppsnr: 30.32378 | bpp: 0.19004 | bpp_feature: 0.09825 | bpp_z: 0.00349 | bpp_mv: 0.08831 | interpsnr: 31.21
- 2023-02-10 06:50:22,609 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:50:22,611 - INFO] Train epoch 3, global_step 67243: [3000/19980 (15%)] rd_loss: 0.705 | psnr: 35.32181 | warppsnr: 29.83098 | bpp: 0.19940 | bpp_feature: 0.10474 | bpp_z: 0.00357 | bpp_mv: 0.09109 | interpsnr: 30.64
- 2023-02-10 06:55:07,694 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:55:07,696 - INFO] Train epoch 3, global_step 67343: [3100/19980 (16%)] rd_loss: 0.604 | psnr: 35.90232 | warppsnr: 30.84709 | bpp: 0.18384 | bpp_feature: 0.09407 | bpp_z: 0.00351 | bpp_mv: 0.08627 | interpsnr: 31.70
- 2023-02-10 06:59:50,520 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 06:59:50,522 - INFO] Train epoch 3, global_step 67443: [3200/19980 (16%)] rd_loss: 0.580 | psnr: 36.48682 | warppsnr: 30.81239 | bpp: 0.18201 | bpp_feature: 0.09103 | bpp_z: 0.00344 | bpp_mv: 0.08754 | interpsnr: 31.69
- 2023-02-10 07:04:31,623 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:04:31,625 - INFO] Train epoch 3, global_step 67543: [3300/19980 (17%)] rd_loss: 0.609 | psnr: 36.03306 | warppsnr: 30.61393 | bpp: 0.18442 | bpp_feature: 0.09529 | bpp_z: 0.00352 | bpp_mv: 0.08562 | interpsnr: 31.43
- 2023-02-10 07:09:13,538 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:09:13,540 - INFO] Train epoch 3, global_step 67643: [3400/19980 (17%)] rd_loss: 0.618 | psnr: 35.97568 | warppsnr: 30.52586 | bpp: 0.18271 | bpp_feature: 0.09283 | bpp_z: 0.00350 | bpp_mv: 0.08638 | interpsnr: 31.30
- 2023-02-10 07:13:56,355 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:13:56,357 - INFO] Train epoch 3, global_step 67743: [3500/19980 (18%)] rd_loss: 0.645 | psnr: 35.66312 | warppsnr: 30.46347 | bpp: 0.19056 | bpp_feature: 0.09822 | bpp_z: 0.00354 | bpp_mv: 0.08881 | interpsnr: 31.25
- 2023-02-10 07:18:40,338 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:18:40,340 - INFO] Train epoch 3, global_step 67843: [3600/19980 (18%)] rd_loss: 0.607 | psnr: 36.18843 | warppsnr: 30.37210 | bpp: 0.17966 | bpp_feature: 0.09028 | bpp_z: 0.00348 | bpp_mv: 0.08589 | interpsnr: 31.28
- 2023-02-10 07:23:22,288 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:23:22,290 - INFO] Train epoch 3, global_step 67943: [3700/19980 (19%)] rd_loss: 0.621 | psnr: 36.02120 | warppsnr: 30.61915 | bpp: 0.18555 | bpp_feature: 0.09618 | bpp_z: 0.00347 | bpp_mv: 0.08590 | interpsnr: 31.47
- 2023-02-10 07:28:02,919 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:28:02,938 - INFO] Train epoch 3, global_step 68043: [3800/19980 (19%)] rd_loss: 0.592 | psnr: 36.05489 | warppsnr: 31.00010 | bpp: 0.18419 | bpp_feature: 0.09337 | bpp_z: 0.00346 | bpp_mv: 0.08736 | interpsnr: 31.79
- 2023-02-10 07:32:45,761 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:32:45,762 - INFO] Train epoch 3, global_step 68143: [3900/19980 (20%)] rd_loss: 0.597 | psnr: 36.33941 | warppsnr: 30.79822 | bpp: 0.18188 | bpp_feature: 0.09174 | bpp_z: 0.00353 | bpp_mv: 0.08660 | interpsnr: 31.63
- 2023-02-10 07:37:27,324 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:37:27,325 - INFO] Train epoch 3, global_step 68243: [4000/19980 (20%)] rd_loss: 0.669 | psnr: 35.49975 | warppsnr: 30.35364 | bpp: 0.19211 | bpp_feature: 0.09967 | bpp_z: 0.00349 | bpp_mv: 0.08895 | interpsnr: 30.96
- 2023-02-10 07:42:08,111 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:42:08,113 - INFO] Train epoch 3, global_step 68343: [4100/19980 (21%)] rd_loss: 0.593 | psnr: 36.19712 | warppsnr: 30.72130 | bpp: 0.18081 | bpp_feature: 0.09031 | bpp_z: 0.00347 | bpp_mv: 0.08704 | interpsnr: 31.50
- 2023-02-10 07:46:50,736 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:46:50,738 - INFO] Train epoch 3, global_step 68443: [4200/19980 (21%)] rd_loss: 0.624 | psnr: 35.82641 | warppsnr: 30.59913 | bpp: 0.18744 | bpp_feature: 0.09551 | bpp_z: 0.00357 | bpp_mv: 0.08836 | interpsnr: 31.36
- 2023-02-10 07:51:34,485 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:51:34,487 - INFO] Train epoch 3, global_step 68543: [4300/19980 (22%)] rd_loss: 0.616 | psnr: 35.99895 | warppsnr: 30.63577 | bpp: 0.18650 | bpp_feature: 0.09432 | bpp_z: 0.00348 | bpp_mv: 0.08871 | interpsnr: 31.48
- 2023-02-10 07:56:18,055 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 07:56:18,057 - INFO] Train epoch 3, global_step 68643: [4400/19980 (22%)] rd_loss: 0.579 | psnr: 36.27451 | warppsnr: 30.98933 | bpp: 0.18168 | bpp_feature: 0.09223 | bpp_z: 0.00349 | bpp_mv: 0.08595 | interpsnr: 31.82
- 2023-02-10 08:01:02,490 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:01:02,491 - INFO] Train epoch 3, global_step 68743: [4500/19980 (23%)] rd_loss: 0.587 | psnr: 36.29596 | warppsnr: 31.01747 | bpp: 0.18506 | bpp_feature: 0.09190 | bpp_z: 0.00350 | bpp_mv: 0.08966 | interpsnr: 31.83
- 2023-02-10 08:05:45,940 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:05:45,947 - INFO] Train epoch 3, global_step 68843: [4600/19980 (23%)] rd_loss: 0.582 | psnr: 36.24737 | warppsnr: 30.83022 | bpp: 0.18064 | bpp_feature: 0.09199 | bpp_z: 0.00345 | bpp_mv: 0.08520 | interpsnr: 31.69
- 2023-02-10 08:10:30,764 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:10:30,770 - INFO] Train epoch 3, global_step 68943: [4700/19980 (24%)] rd_loss: 0.613 | psnr: 35.89625 | warppsnr: 30.63491 | bpp: 0.18105 | bpp_feature: 0.09228 | bpp_z: 0.00346 | bpp_mv: 0.08531 | interpsnr: 31.51
- 2023-02-10 08:15:14,587 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:15:14,601 - INFO] Train epoch 3, global_step 69043: [4800/19980 (24%)] rd_loss: 0.603 | psnr: 35.79112 | warppsnr: 31.08329 | bpp: 0.17831 | bpp_feature: 0.09049 | bpp_z: 0.00351 | bpp_mv: 0.08432 | interpsnr: 31.92
- 2023-02-10 08:19:59,563 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:19:59,573 - INFO] Train epoch 3, global_step 69143: [4900/19980 (25%)] rd_loss: 0.625 | psnr: 36.00736 | warppsnr: 30.46772 | bpp: 0.18653 | bpp_feature: 0.09407 | bpp_z: 0.00349 | bpp_mv: 0.08897 | interpsnr: 31.30
- 2023-02-10 08:24:42,482 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:24:42,484 - INFO] Train epoch 3, global_step 69243: [5000/19980 (25%)] rd_loss: 0.591 | psnr: 36.07640 | warppsnr: 30.96548 | bpp: 0.17936 | bpp_feature: 0.09111 | bpp_z: 0.00343 | bpp_mv: 0.08482 | interpsnr: 31.75
- 2023-02-10 08:29:27,578 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:29:27,593 - INFO] Train epoch 3, global_step 69343: [5100/19980 (26%)] rd_loss: 0.575 | psnr: 36.34387 | warppsnr: 30.94864 | bpp: 0.18125 | bpp_feature: 0.08967 | bpp_z: 0.00346 | bpp_mv: 0.08812 | interpsnr: 31.85
- 2023-02-10 08:34:12,578 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:34:12,580 - INFO] Train epoch 3, global_step 69443: [5200/19980 (26%)] rd_loss: 0.621 | psnr: 36.16288 | warppsnr: 30.51732 | bpp: 0.18104 | bpp_feature: 0.09116 | bpp_z: 0.00346 | bpp_mv: 0.08643 | interpsnr: 31.31
- 2023-02-10 08:38:59,563 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:38:59,570 - INFO] Train epoch 3, global_step 69543: [5300/19980 (27%)] rd_loss: 0.571 | psnr: 36.49326 | warppsnr: 30.94789 | bpp: 0.18148 | bpp_feature: 0.09035 | bpp_z: 0.00347 | bpp_mv: 0.08766 | interpsnr: 31.84
- 2023-02-10 08:43:45,693 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:43:45,695 - INFO] Train epoch 3, global_step 69643: [5400/19980 (27%)] rd_loss: 0.588 | psnr: 36.13064 | warppsnr: 30.97408 | bpp: 0.18248 | bpp_feature: 0.09244 | bpp_z: 0.00348 | bpp_mv: 0.08656 | interpsnr: 31.75
- 2023-02-10 08:48:29,700 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:48:29,702 - INFO] Train epoch 3, global_step 69743: [5500/19980 (28%)] rd_loss: 0.646 | psnr: 35.76410 | warppsnr: 30.26703 | bpp: 0.18523 | bpp_feature: 0.09235 | bpp_z: 0.00343 | bpp_mv: 0.08945 | interpsnr: 31.16
- 2023-02-10 08:53:15,379 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:53:15,381 - INFO] Train epoch 3, global_step 69843: [5600/19980 (28%)] rd_loss: 0.600 | psnr: 36.07158 | warppsnr: 30.87468 | bpp: 0.18407 | bpp_feature: 0.09549 | bpp_z: 0.00348 | bpp_mv: 0.08510 | interpsnr: 31.61
- 2023-02-10 08:57:58,738 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 08:57:58,740 - INFO] Train epoch 3, global_step 69943: [5700/19980 (29%)] rd_loss: 0.623 | psnr: 35.87431 | warppsnr: 30.53597 | bpp: 0.18370 | bpp_feature: 0.09417 | bpp_z: 0.00346 | bpp_mv: 0.08606 | interpsnr: 31.38
- 2023-02-10 09:02:41,339 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:02:41,341 - INFO] Train epoch 3, global_step 70043: [5800/19980 (29%)] rd_loss: 0.606 | psnr: 35.89165 | warppsnr: 30.83328 | bpp: 0.18038 | bpp_feature: 0.09074 | bpp_z: 0.00347 | bpp_mv: 0.08617 | interpsnr: 31.66
- 2023-02-10 09:07:26,414 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:07:26,415 - INFO] Train epoch 3, global_step 70143: [5900/19980 (30%)] rd_loss: 0.618 | psnr: 35.90477 | warppsnr: 30.57455 | bpp: 0.18595 | bpp_feature: 0.09519 | bpp_z: 0.00344 | bpp_mv: 0.08731 | interpsnr: 31.46
- 2023-02-10 09:12:11,973 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:12:11,987 - INFO] Train epoch 3, global_step 70243: [6000/19980 (30%)] rd_loss: 0.551 | psnr: 36.53633 | warppsnr: 31.29273 | bpp: 0.17675 | bpp_feature: 0.08742 | bpp_z: 0.00339 | bpp_mv: 0.08594 | interpsnr: 32.02
- 2023-02-10 09:16:56,844 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:16:56,846 - INFO] Train epoch 3, global_step 70343: [6100/19980 (31%)] rd_loss: 0.598 | psnr: 36.01493 | warppsnr: 31.02537 | bpp: 0.18191 | bpp_feature: 0.09457 | bpp_z: 0.00350 | bpp_mv: 0.08383 | interpsnr: 31.84
- 2023-02-10 09:21:41,404 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:21:41,405 - INFO] Train epoch 3, global_step 70443: [6200/19980 (31%)] rd_loss: 0.653 | psnr: 35.71707 | warppsnr: 30.17545 | bpp: 0.19023 | bpp_feature: 0.10011 | bpp_z: 0.00358 | bpp_mv: 0.08655 | interpsnr: 30.93
- 2023-02-10 09:26:25,561 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:26:25,568 - INFO] Train epoch 3, global_step 70543: [6300/19980 (32%)] rd_loss: 0.607 | psnr: 36.20524 | warppsnr: 30.44988 | bpp: 0.18476 | bpp_feature: 0.09460 | bpp_z: 0.00353 | bpp_mv: 0.08663 | interpsnr: 31.14
- 2023-02-10 09:31:10,541 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:31:10,551 - INFO] Train epoch 3, global_step 70643: [6400/19980 (32%)] rd_loss: 0.672 | psnr: 35.53494 | warppsnr: 30.06561 | bpp: 0.19045 | bpp_feature: 0.09986 | bpp_z: 0.00359 | bpp_mv: 0.08701 | interpsnr: 30.93
- 2023-02-10 09:35:55,596 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:35:55,598 - INFO] Train epoch 3, global_step 70743: [6500/19980 (33%)] rd_loss: 0.582 | psnr: 36.42654 | warppsnr: 30.88222 | bpp: 0.18565 | bpp_feature: 0.09442 | bpp_z: 0.00353 | bpp_mv: 0.08770 | interpsnr: 31.62
- 2023-02-10 09:40:41,274 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:40:41,275 - INFO] Train epoch 3, global_step 70843: [6600/19980 (33%)] rd_loss: 0.634 | psnr: 36.05271 | warppsnr: 30.27413 | bpp: 0.18220 | bpp_feature: 0.09332 | bpp_z: 0.00350 | bpp_mv: 0.08539 | interpsnr: 30.90
- 2023-02-10 09:45:24,713 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:45:24,716 - INFO] Train epoch 3, global_step 70943: [6700/19980 (34%)] rd_loss: 0.577 | psnr: 36.14884 | warppsnr: 31.31455 | bpp: 0.17652 | bpp_feature: 0.09035 | bpp_z: 0.00345 | bpp_mv: 0.08272 | interpsnr: 32.09
- 2023-02-10 09:50:10,914 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:50:10,916 - INFO] Train epoch 3, global_step 71043: [6800/19980 (34%)] rd_loss: 0.655 | psnr: 35.81081 | warppsnr: 30.17078 | bpp: 0.18726 | bpp_feature: 0.09710 | bpp_z: 0.00353 | bpp_mv: 0.08663 | interpsnr: 30.94
- 2023-02-10 09:54:57,148 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:54:57,150 - INFO] Train epoch 3, global_step 71143: [6900/19980 (35%)] rd_loss: 0.611 | psnr: 36.03526 | warppsnr: 30.75129 | bpp: 0.18476 | bpp_feature: 0.09356 | bpp_z: 0.00346 | bpp_mv: 0.08773 | interpsnr: 31.51
- 2023-02-10 09:59:44,311 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 09:59:44,312 - INFO] Train epoch 3, global_step 71243: [7000/19980 (35%)] rd_loss: 0.587 | psnr: 36.16077 | warppsnr: 31.05672 | bpp: 0.18309 | bpp_feature: 0.09631 | bpp_z: 0.00348 | bpp_mv: 0.08330 | interpsnr: 31.80
- 2023-02-10 10:04:30,372 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:04:30,373 - INFO] Train epoch 3, global_step 71343: [7100/19980 (36%)] rd_loss: 0.609 | psnr: 36.06312 | warppsnr: 30.62123 | bpp: 0.18991 | bpp_feature: 0.09607 | bpp_z: 0.00350 | bpp_mv: 0.09034 | interpsnr: 31.53
- 2023-02-10 10:09:17,353 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:09:17,355 - INFO] Train epoch 3, global_step 71443: [7200/19980 (36%)] rd_loss: 0.630 | psnr: 35.77106 | warppsnr: 30.52747 | bpp: 0.18424 | bpp_feature: 0.09552 | bpp_z: 0.00351 | bpp_mv: 0.08521 | interpsnr: 31.28
- 2023-02-10 10:14:04,001 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:14:04,003 - INFO] Train epoch 3, global_step 71543: [7300/19980 (37%)] rd_loss: 0.637 | psnr: 35.79845 | warppsnr: 30.52495 | bpp: 0.18650 | bpp_feature: 0.09517 | bpp_z: 0.00351 | bpp_mv: 0.08782 | interpsnr: 31.32
- 2023-02-10 10:18:50,800 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:18:50,816 - INFO] Train epoch 3, global_step 71643: [7400/19980 (37%)] rd_loss: 0.530 | psnr: 36.67815 | warppsnr: 31.42088 | bpp: 0.17292 | bpp_feature: 0.08585 | bpp_z: 0.00342 | bpp_mv: 0.08365 | interpsnr: 32.29
- 2023-02-10 10:23:39,747 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:23:39,749 - INFO] Train epoch 3, global_step 71743: [7500/19980 (38%)] rd_loss: 0.608 | psnr: 35.96164 | warppsnr: 30.91087 | bpp: 0.18240 | bpp_feature: 0.09374 | bpp_z: 0.00341 | bpp_mv: 0.08525 | interpsnr: 31.62
- 2023-02-10 10:28:32,550 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:28:32,557 - INFO] Train epoch 3, global_step 71843: [7600/19980 (38%)] rd_loss: 0.638 | psnr: 36.01498 | warppsnr: 30.37182 | bpp: 0.18544 | bpp_feature: 0.09435 | bpp_z: 0.00344 | bpp_mv: 0.08766 | interpsnr: 31.04
- 2023-02-10 10:33:26,951 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:33:26,962 - INFO] Train epoch 3, global_step 71943: [7700/19980 (39%)] rd_loss: 0.630 | psnr: 36.15653 | warppsnr: 30.05262 | bpp: 0.18634 | bpp_feature: 0.09304 | bpp_z: 0.00349 | bpp_mv: 0.08980 | interpsnr: 31.09
- 2023-02-10 10:38:22,253 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:38:22,254 - INFO] Train epoch 3, global_step 72043: [7800/19980 (39%)] rd_loss: 0.616 | psnr: 36.01203 | warppsnr: 30.47298 | bpp: 0.18020 | bpp_feature: 0.09235 | bpp_z: 0.00353 | bpp_mv: 0.08432 | interpsnr: 31.41
- 2023-02-10 10:43:15,525 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:43:15,539 - INFO] Train epoch 3, global_step 72143: [7900/19980 (40%)] rd_loss: 0.652 | psnr: 35.72408 | warppsnr: 30.16756 | bpp: 0.18908 | bpp_feature: 0.09620 | bpp_z: 0.00354 | bpp_mv: 0.08933 | interpsnr: 31.01
- 2023-02-10 10:48:09,669 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:48:09,694 - INFO] Train epoch 3, global_step 72243: [8000/19980 (40%)] rd_loss: 0.625 | psnr: 35.75525 | warppsnr: 30.48249 | bpp: 0.18035 | bpp_feature: 0.09093 | bpp_z: 0.00345 | bpp_mv: 0.08597 | interpsnr: 31.33
- 2023-02-10 10:53:00,250 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:53:00,266 - INFO] Train epoch 3, global_step 72343: [8100/19980 (41%)] rd_loss: 0.583 | psnr: 36.13452 | warppsnr: 30.90458 | bpp: 0.17851 | bpp_feature: 0.08899 | bpp_z: 0.00354 | bpp_mv: 0.08598 | interpsnr: 31.77
- 2023-02-10 10:57:50,948 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 10:57:50,959 - INFO] Train epoch 3, global_step 72443: [8200/19980 (41%)] rd_loss: 0.518 | psnr: 37.04697 | warppsnr: 31.34187 | bpp: 0.17555 | bpp_feature: 0.08562 | bpp_z: 0.00345 | bpp_mv: 0.08648 | interpsnr: 32.23
- 2023-02-10 11:02:41,265 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:02:41,276 - INFO] Train epoch 3, global_step 72543: [8300/19980 (42%)] rd_loss: 0.639 | psnr: 35.87006 | warppsnr: 30.24293 | bpp: 0.18922 | bpp_feature: 0.09751 | bpp_z: 0.00352 | bpp_mv: 0.08819 | interpsnr: 31.11
- 2023-02-10 11:07:29,826 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:07:29,834 - INFO] Train epoch 3, global_step 72643: [8400/19980 (42%)] rd_loss: 0.653 | psnr: 35.66657 | warppsnr: 30.31560 | bpp: 0.18405 | bpp_feature: 0.09434 | bpp_z: 0.00355 | bpp_mv: 0.08616 | interpsnr: 31.17
- 2023-02-10 11:12:14,113 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:12:14,125 - INFO] Train epoch 3, global_step 72743: [8500/19980 (43%)] rd_loss: 0.620 | psnr: 35.79496 | warppsnr: 30.70707 | bpp: 0.17836 | bpp_feature: 0.09227 | bpp_z: 0.00349 | bpp_mv: 0.08260 | interpsnr: 31.48
- 2023-02-10 11:16:58,202 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:16:58,223 - INFO] Train epoch 3, global_step 72843: [8600/19980 (43%)] rd_loss: 0.612 | psnr: 36.07420 | warppsnr: 30.49160 | bpp: 0.18085 | bpp_feature: 0.09158 | bpp_z: 0.00349 | bpp_mv: 0.08578 | interpsnr: 31.28
- 2023-02-10 11:21:40,064 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:21:40,078 - INFO] Train epoch 3, global_step 72943: [8700/19980 (44%)] rd_loss: 0.556 | psnr: 36.52274 | warppsnr: 31.14317 | bpp: 0.17756 | bpp_feature: 0.08919 | bpp_z: 0.00345 | bpp_mv: 0.08492 | interpsnr: 32.01
- 2023-02-10 11:26:30,289 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:26:30,291 - INFO] Train epoch 3, global_step 73043: [8800/19980 (44%)] rd_loss: 0.656 | psnr: 35.64470 | warppsnr: 30.21045 | bpp: 0.18931 | bpp_feature: 0.09938 | bpp_z: 0.00351 | bpp_mv: 0.08642 | interpsnr: 30.95
- 2023-02-10 11:31:13,619 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:31:13,621 - INFO] Train epoch 3, global_step 73143: [8900/19980 (45%)] rd_loss: 0.636 | psnr: 36.15138 | warppsnr: 30.23154 | bpp: 0.19105 | bpp_feature: 0.09927 | bpp_z: 0.00354 | bpp_mv: 0.08824 | interpsnr: 31.00
- 2023-02-10 11:35:52,826 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:35:52,835 - INFO] Train epoch 3, global_step 73243: [9000/19980 (45%)] rd_loss: 0.572 | psnr: 36.49575 | warppsnr: 30.84007 | bpp: 0.17167 | bpp_feature: 0.08537 | bpp_z: 0.00345 | bpp_mv: 0.08285 | interpsnr: 31.83
- 2023-02-10 11:40:31,951 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:40:31,953 - INFO] Train epoch 3, global_step 73343: [9100/19980 (46%)] rd_loss: 0.645 | psnr: 35.60959 | warppsnr: 30.34333 | bpp: 0.18640 | bpp_feature: 0.09573 | bpp_z: 0.00351 | bpp_mv: 0.08716 | interpsnr: 31.14
- 2023-02-10 11:45:08,522 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:45:08,524 - INFO] Train epoch 3, global_step 73443: [9200/19980 (46%)] rd_loss: 0.597 | psnr: 36.12801 | warppsnr: 30.83782 | bpp: 0.17954 | bpp_feature: 0.09046 | bpp_z: 0.00342 | bpp_mv: 0.08567 | interpsnr: 31.54
- 2023-02-10 11:49:45,775 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:49:45,776 - INFO] Train epoch 3, global_step 73543: [9300/19980 (47%)] rd_loss: 0.626 | psnr: 35.94238 | warppsnr: 30.46994 | bpp: 0.18570 | bpp_feature: 0.09473 | bpp_z: 0.00351 | bpp_mv: 0.08746 | interpsnr: 31.31
- 2023-02-10 11:54:24,062 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:54:24,064 - INFO] Train epoch 3, global_step 73643: [9400/19980 (47%)] rd_loss: 0.554 | psnr: 36.55852 | warppsnr: 31.38939 | bpp: 0.18036 | bpp_feature: 0.09022 | bpp_z: 0.00345 | bpp_mv: 0.08668 | interpsnr: 32.14
- 2023-02-10 11:59:03,405 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 11:59:03,407 - INFO] Train epoch 3, global_step 73743: [9500/19980 (48%)] rd_loss: 0.625 | psnr: 35.90613 | warppsnr: 30.61933 | bpp: 0.18627 | bpp_feature: 0.09447 | bpp_z: 0.00349 | bpp_mv: 0.08831 | interpsnr: 31.43
- 2023-02-10 12:03:45,780 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:03:45,781 - INFO] Train epoch 3, global_step 73843: [9600/19980 (48%)] rd_loss: 0.605 | psnr: 35.90520 | warppsnr: 30.71209 | bpp: 0.17780 | bpp_feature: 0.09095 | bpp_z: 0.00350 | bpp_mv: 0.08336 | interpsnr: 31.60
- 2023-02-10 12:08:28,502 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:08:28,504 - INFO] Train epoch 3, global_step 73943: [9700/19980 (49%)] rd_loss: 0.550 | psnr: 36.56947 | warppsnr: 31.31189 | bpp: 0.17733 | bpp_feature: 0.08862 | bpp_z: 0.00349 | bpp_mv: 0.08522 | interpsnr: 32.20
- 2023-02-10 12:13:10,010 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:13:10,012 - INFO] Train epoch 3, global_step 74043: [9800/19980 (49%)] rd_loss: 0.599 | psnr: 36.15027 | warppsnr: 30.82511 | bpp: 0.18363 | bpp_feature: 0.09335 | bpp_z: 0.00351 | bpp_mv: 0.08676 | interpsnr: 31.70
- 2023-02-10 12:17:53,975 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:17:53,977 - INFO] Train epoch 3, global_step 74143: [9900/19980 (50%)] rd_loss: 0.598 | psnr: 36.12906 | warppsnr: 30.65495 | bpp: 0.17984 | bpp_feature: 0.09034 | bpp_z: 0.00352 | bpp_mv: 0.08598 | interpsnr: 31.51
- 2023-02-10 12:22:37,518 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:22:37,520 - INFO] Train epoch 3, global_step 74243: [10000/19980 (50%)] rd_loss: 0.590 | psnr: 36.21332 | warppsnr: 30.87716 | bpp: 0.17879 | bpp_feature: 0.09003 | bpp_z: 0.00345 | bpp_mv: 0.08531 | interpsnr: 31.69
- 2023-02-10 12:27:23,390 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:27:23,392 - INFO] Train epoch 3, global_step 74343: [10100/19980 (51%)] rd_loss: 0.699 | psnr: 35.41058 | warppsnr: 29.78482 | bpp: 0.19732 | bpp_feature: 0.10011 | bpp_z: 0.00352 | bpp_mv: 0.09369 | interpsnr: 30.66
- 2023-02-10 12:32:08,506 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:32:08,507 - INFO] Train epoch 3, global_step 74443: [10200/19980 (51%)] rd_loss: 0.561 | psnr: 36.77118 | warppsnr: 30.88306 | bpp: 0.18368 | bpp_feature: 0.09060 | bpp_z: 0.00344 | bpp_mv: 0.08964 | interpsnr: 31.65
- 2023-02-10 12:36:55,320 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:36:55,322 - INFO] Train epoch 3, global_step 74543: [10300/19980 (52%)] rd_loss: 0.637 | psnr: 35.97315 | warppsnr: 30.38536 | bpp: 0.19018 | bpp_feature: 0.09603 | bpp_z: 0.00349 | bpp_mv: 0.09066 | interpsnr: 31.18
- 2023-02-10 12:41:43,349 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:41:43,351 - INFO] Train epoch 3, global_step 74643: [10400/19980 (52%)] rd_loss: 0.585 | psnr: 36.45205 | warppsnr: 30.86297 | bpp: 0.18329 | bpp_feature: 0.09341 | bpp_z: 0.00353 | bpp_mv: 0.08635 | interpsnr: 31.66
- 2023-02-10 12:46:28,769 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:46:28,771 - INFO] Train epoch 3, global_step 74743: [10500/19980 (53%)] rd_loss: 0.628 | psnr: 35.87569 | warppsnr: 30.50193 | bpp: 0.18419 | bpp_feature: 0.09242 | bpp_z: 0.00350 | bpp_mv: 0.08828 | interpsnr: 31.33
- 2023-02-10 12:51:12,979 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:51:12,981 - INFO] Train epoch 3, global_step 74843: [10600/19980 (53%)] rd_loss: 0.555 | psnr: 36.32202 | warppsnr: 31.34572 | bpp: 0.17520 | bpp_feature: 0.08811 | bpp_z: 0.00344 | bpp_mv: 0.08364 | interpsnr: 32.17
- 2023-02-10 12:55:58,676 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 12:55:58,678 - INFO] Train epoch 3, global_step 74943: [10700/19980 (54%)] rd_loss: 0.556 | psnr: 36.73638 | warppsnr: 30.86799 | bpp: 0.18033 | bpp_feature: 0.08878 | bpp_z: 0.00343 | bpp_mv: 0.08812 | interpsnr: 31.79
- 2023-02-10 13:00:42,105 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:00:42,107 - INFO] Train epoch 3, global_step 75043: [10800/19980 (54%)] rd_loss: 0.617 | psnr: 35.85190 | warppsnr: 30.68677 | bpp: 0.18470 | bpp_feature: 0.09365 | bpp_z: 0.00343 | bpp_mv: 0.08762 | interpsnr: 31.53
- 2023-02-10 13:05:24,608 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:05:24,610 - INFO] Train epoch 3, global_step 75143: [10900/19980 (55%)] rd_loss: 0.566 | psnr: 36.46889 | warppsnr: 30.88561 | bpp: 0.17551 | bpp_feature: 0.08849 | bpp_z: 0.00347 | bpp_mv: 0.08355 | interpsnr: 31.77
- 2023-02-10 13:10:06,742 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:10:06,744 - INFO] Train epoch 3, global_step 75243: [11000/19980 (55%)] rd_loss: 0.550 | psnr: 36.57983 | warppsnr: 31.08626 | bpp: 0.17407 | bpp_feature: 0.08838 | bpp_z: 0.00343 | bpp_mv: 0.08226 | interpsnr: 31.93
- 2023-02-10 13:14:49,284 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:14:49,286 - INFO] Train epoch 3, global_step 75343: [11100/19980 (56%)] rd_loss: 0.655 | psnr: 35.74520 | warppsnr: 30.29816 | bpp: 0.19116 | bpp_feature: 0.09888 | bpp_z: 0.00347 | bpp_mv: 0.08880 | interpsnr: 31.06
- 2023-02-10 13:19:33,957 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:19:33,959 - INFO] Train epoch 3, global_step 75443: [11200/19980 (56%)] rd_loss: 0.582 | psnr: 36.13670 | warppsnr: 31.15902 | bpp: 0.17734 | bpp_feature: 0.09056 | bpp_z: 0.00344 | bpp_mv: 0.08334 | interpsnr: 31.93
- 2023-02-10 13:24:19,009 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:24:19,011 - INFO] Train epoch 3, global_step 75543: [11300/19980 (57%)] rd_loss: 0.605 | psnr: 36.07517 | warppsnr: 30.79305 | bpp: 0.18405 | bpp_feature: 0.09288 | bpp_z: 0.00350 | bpp_mv: 0.08767 | interpsnr: 31.69
- 2023-02-10 13:29:03,536 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:29:03,538 - INFO] Train epoch 3, global_step 75643: [11400/19980 (57%)] rd_loss: 0.551 | psnr: 36.37049 | warppsnr: 31.28335 | bpp: 0.17292 | bpp_feature: 0.08644 | bpp_z: 0.00347 | bpp_mv: 0.08301 | interpsnr: 32.12
- 2023-02-10 13:33:46,549 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:33:46,560 - INFO] Train epoch 3, global_step 75743: [11500/19980 (58%)] rd_loss: 0.590 | psnr: 36.12023 | warppsnr: 30.81526 | bpp: 0.18006 | bpp_feature: 0.09098 | bpp_z: 0.00349 | bpp_mv: 0.08559 | interpsnr: 31.71
- 2023-02-10 13:38:31,116 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:38:31,118 - INFO] Train epoch 3, global_step 75843: [11600/19980 (58%)] rd_loss: 0.589 | psnr: 36.17877 | warppsnr: 30.84796 | bpp: 0.17567 | bpp_feature: 0.08779 | bpp_z: 0.00348 | bpp_mv: 0.08440 | interpsnr: 31.79
- 2023-02-10 13:43:16,587 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:43:16,594 - INFO] Train epoch 3, global_step 75943: [11700/19980 (59%)] rd_loss: 0.594 | psnr: 36.04424 | warppsnr: 30.90728 | bpp: 0.18064 | bpp_feature: 0.09324 | bpp_z: 0.00348 | bpp_mv: 0.08392 | interpsnr: 31.73
- 2023-02-10 13:48:00,628 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:48:00,630 - INFO] Train epoch 3, global_step 76043: [11800/19980 (59%)] rd_loss: 0.784 | psnr: 35.23879 | warppsnr: 29.09600 | bpp: 0.20588 | bpp_feature: 0.10797 | bpp_z: 0.00357 | bpp_mv: 0.09433 | interpsnr: 29.92
- 2023-02-10 13:52:43,745 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:52:43,747 - INFO] Train epoch 3, global_step 76143: [11900/19980 (60%)] rd_loss: 0.602 | psnr: 36.38824 | warppsnr: 30.74378 | bpp: 0.19253 | bpp_feature: 0.09842 | bpp_z: 0.00348 | bpp_mv: 0.09063 | interpsnr: 31.58
- 2023-02-10 13:57:27,081 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 13:57:27,083 - INFO] Train epoch 3, global_step 76243: [12000/19980 (60%)] rd_loss: 0.570 | psnr: 36.39562 | warppsnr: 31.07355 | bpp: 0.17787 | bpp_feature: 0.08915 | bpp_z: 0.00346 | bpp_mv: 0.08527 | interpsnr: 31.88
- 2023-02-10 14:02:10,599 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:02:10,601 - INFO] Train epoch 3, global_step 76343: [12100/19980 (61%)] rd_loss: 0.603 | psnr: 36.10860 | warppsnr: 30.65631 | bpp: 0.18149 | bpp_feature: 0.09110 | bpp_z: 0.00350 | bpp_mv: 0.08689 | interpsnr: 31.59
- 2023-02-10 14:06:55,276 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:06:55,278 - INFO] Train epoch 3, global_step 76443: [12200/19980 (61%)] rd_loss: 0.583 | psnr: 36.18441 | warppsnr: 31.02820 | bpp: 0.17912 | bpp_feature: 0.09157 | bpp_z: 0.00351 | bpp_mv: 0.08404 | interpsnr: 31.85
- 2023-02-10 14:11:40,902 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:11:40,913 - INFO] Train epoch 3, global_step 76543: [12300/19980 (62%)] rd_loss: 0.571 | psnr: 36.27863 | warppsnr: 31.11295 | bpp: 0.17696 | bpp_feature: 0.09048 | bpp_z: 0.00348 | bpp_mv: 0.08300 | interpsnr: 31.95
- 2023-02-10 14:16:25,459 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:16:25,461 - INFO] Train epoch 3, global_step 76643: [12400/19980 (62%)] rd_loss: 0.527 | psnr: 36.79619 | warppsnr: 31.44556 | bpp: 0.17169 | bpp_feature: 0.08541 | bpp_z: 0.00346 | bpp_mv: 0.08282 | interpsnr: 32.34
- 2023-02-10 14:21:09,798 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:21:09,809 - INFO] Train epoch 3, global_step 76743: [12500/19980 (63%)] rd_loss: 0.608 | psnr: 36.06513 | warppsnr: 30.58227 | bpp: 0.18003 | bpp_feature: 0.09098 | bpp_z: 0.00352 | bpp_mv: 0.08553 | interpsnr: 31.56
- 2023-02-10 14:25:55,704 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:25:55,716 - INFO] Train epoch 3, global_step 76843: [12600/19980 (63%)] rd_loss: 0.565 | psnr: 36.25739 | warppsnr: 31.37315 | bpp: 0.17546 | bpp_feature: 0.08861 | bpp_z: 0.00342 | bpp_mv: 0.08342 | interpsnr: 32.06
- 2023-02-10 14:30:41,885 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:30:41,897 - INFO] Train epoch 3, global_step 76943: [12700/19980 (64%)] rd_loss: 0.579 | psnr: 36.21993 | warppsnr: 30.96285 | bpp: 0.17856 | bpp_feature: 0.09008 | bpp_z: 0.00345 | bpp_mv: 0.08503 | interpsnr: 31.82
- 2023-02-10 14:35:26,211 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:35:26,224 - INFO] Train epoch 3, global_step 77043: [12800/19980 (64%)] rd_loss: 0.595 | psnr: 36.14628 | warppsnr: 30.89332 | bpp: 0.18401 | bpp_feature: 0.09353 | bpp_z: 0.00348 | bpp_mv: 0.08700 | interpsnr: 31.74
- 2023-02-10 14:40:10,831 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:40:10,839 - INFO] Train epoch 3, global_step 77143: [12900/19980 (65%)] rd_loss: 0.635 | psnr: 35.81611 | warppsnr: 30.29558 | bpp: 0.18397 | bpp_feature: 0.09515 | bpp_z: 0.00349 | bpp_mv: 0.08533 | interpsnr: 31.18
- 2023-02-10 14:44:57,456 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:44:57,458 - INFO] Train epoch 3, global_step 77243: [13000/19980 (65%)] rd_loss: 0.509 | psnr: 37.00938 | warppsnr: 31.67956 | bpp: 0.16893 | bpp_feature: 0.08243 | bpp_z: 0.00340 | bpp_mv: 0.08309 | interpsnr: 32.52
- 2023-02-10 14:49:42,182 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:49:42,184 - INFO] Train epoch 3, global_step 77343: [13100/19980 (66%)] rd_loss: 0.559 | psnr: 36.44592 | warppsnr: 31.23561 | bpp: 0.17647 | bpp_feature: 0.08956 | bpp_z: 0.00345 | bpp_mv: 0.08346 | interpsnr: 32.15
- 2023-02-10 14:54:28,356 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:54:28,357 - INFO] Train epoch 3, global_step 77443: [13200/19980 (66%)] rd_loss: 0.571 | psnr: 36.34902 | warppsnr: 31.01253 | bpp: 0.17538 | bpp_feature: 0.08923 | bpp_z: 0.00345 | bpp_mv: 0.08269 | interpsnr: 31.95
- 2023-02-10 14:59:14,638 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 14:59:14,640 - INFO] Train epoch 3, global_step 77543: [13300/19980 (67%)] rd_loss: 0.607 | psnr: 36.12333 | warppsnr: 30.38770 | bpp: 0.17756 | bpp_feature: 0.09110 | bpp_z: 0.00354 | bpp_mv: 0.08292 | interpsnr: 31.22
- 2023-02-10 15:03:59,294 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:03:59,296 - INFO] Train epoch 3, global_step 77643: [13400/19980 (67%)] rd_loss: 0.625 | psnr: 35.76599 | warppsnr: 30.58438 | bpp: 0.18359 | bpp_feature: 0.09481 | bpp_z: 0.00350 | bpp_mv: 0.08529 | interpsnr: 31.37
- 2023-02-10 15:08:45,230 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:08:45,242 - INFO] Train epoch 3, global_step 77743: [13500/19980 (68%)] rd_loss: 0.633 | psnr: 35.81348 | warppsnr: 30.47570 | bpp: 0.18101 | bpp_feature: 0.09341 | bpp_z: 0.00346 | bpp_mv: 0.08414 | interpsnr: 31.34
- 2023-02-10 15:13:28,867 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:13:28,869 - INFO] Train epoch 3, global_step 77843: [13600/19980 (68%)] rd_loss: 0.620 | psnr: 35.97932 | warppsnr: 30.64803 | bpp: 0.18566 | bpp_feature: 0.09462 | bpp_z: 0.00350 | bpp_mv: 0.08754 | interpsnr: 31.48
- 2023-02-10 15:18:10,591 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:18:10,593 - INFO] Train epoch 3, global_step 77943: [13700/19980 (69%)] rd_loss: 0.614 | psnr: 36.09859 | warppsnr: 30.37591 | bpp: 0.18459 | bpp_feature: 0.09474 | bpp_z: 0.00352 | bpp_mv: 0.08633 | interpsnr: 31.16
- 2023-02-10 15:22:54,560 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:22:54,562 - INFO] Train epoch 3, global_step 78043: [13800/19980 (69%)] rd_loss: 0.534 | psnr: 36.87646 | warppsnr: 31.42865 | bpp: 0.17469 | bpp_feature: 0.08749 | bpp_z: 0.00347 | bpp_mv: 0.08373 | interpsnr: 32.25
- 2023-02-10 15:27:38,177 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:27:38,178 - INFO] Train epoch 3, global_step 78143: [13900/19980 (70%)] rd_loss: 0.582 | psnr: 36.27140 | warppsnr: 30.73302 | bpp: 0.17478 | bpp_feature: 0.08838 | bpp_z: 0.00346 | bpp_mv: 0.08295 | interpsnr: 31.59
- 2023-02-10 15:32:22,207 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:32:22,232 - INFO] Train epoch 3, global_step 78243: [14000/19980 (70%)] rd_loss: 0.647 | psnr: 35.69486 | warppsnr: 30.48535 | bpp: 0.18727 | bpp_feature: 0.09664 | bpp_z: 0.00357 | bpp_mv: 0.08706 | interpsnr: 31.25
- 2023-02-10 15:37:05,764 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:37:05,782 - INFO] Train epoch 3, global_step 78343: [14100/19980 (71%)] rd_loss: 0.670 | psnr: 35.37391 | warppsnr: 30.29386 | bpp: 0.18951 | bpp_feature: 0.09918 | bpp_z: 0.00356 | bpp_mv: 0.08677 | interpsnr: 31.09
- 2023-02-10 15:41:47,641 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:41:47,661 - INFO] Train epoch 3, global_step 78443: [14200/19980 (71%)] rd_loss: 0.603 | psnr: 36.38275 | warppsnr: 30.47178 | bpp: 0.17911 | bpp_feature: 0.08945 | bpp_z: 0.00350 | bpp_mv: 0.08617 | interpsnr: 31.27
- 2023-02-10 15:46:32,719 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:46:32,741 - INFO] Train epoch 3, global_step 78543: [14300/19980 (72%)] rd_loss: 0.631 | psnr: 36.07147 | warppsnr: 30.47860 | bpp: 0.18585 | bpp_feature: 0.09523 | bpp_z: 0.00349 | bpp_mv: 0.08713 | interpsnr: 31.24
- 2023-02-10 15:51:15,916 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:51:15,930 - INFO] Train epoch 3, global_step 78643: [14400/19980 (72%)] rd_loss: 0.579 | psnr: 36.25904 | warppsnr: 30.94982 | bpp: 0.17727 | bpp_feature: 0.09006 | bpp_z: 0.00346 | bpp_mv: 0.08375 | interpsnr: 31.72
- 2023-02-10 15:55:58,549 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 15:55:58,552 - INFO] Train epoch 3, global_step 78743: [14500/19980 (73%)] rd_loss: 0.612 | psnr: 35.88666 | warppsnr: 30.71397 | bpp: 0.18336 | bpp_feature: 0.09364 | bpp_z: 0.00352 | bpp_mv: 0.08620 | interpsnr: 31.48
- 2023-02-10 16:00:42,677 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:00:42,679 - INFO] Train epoch 3, global_step 78843: [14600/19980 (73%)] rd_loss: 0.551 | psnr: 36.66247 | warppsnr: 31.01547 | bpp: 0.17490 | bpp_feature: 0.08915 | bpp_z: 0.00349 | bpp_mv: 0.08226 | interpsnr: 31.80
- 2023-02-10 16:05:26,583 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:05:26,585 - INFO] Train epoch 3, global_step 78943: [14700/19980 (74%)] rd_loss: 0.614 | psnr: 36.05313 | warppsnr: 30.50859 | bpp: 0.17953 | bpp_feature: 0.09071 | bpp_z: 0.00344 | bpp_mv: 0.08538 | interpsnr: 31.33
- 2023-02-10 16:10:12,402 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:10:12,410 - INFO] Train epoch 3, global_step 79043: [14800/19980 (74%)] rd_loss: 0.567 | psnr: 36.19079 | warppsnr: 31.11644 | bpp: 0.16964 | bpp_feature: 0.08498 | bpp_z: 0.00346 | bpp_mv: 0.08121 | interpsnr: 32.03
- 2023-02-10 16:14:57,839 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:14:57,841 - INFO] Train epoch 3, global_step 79143: [14900/19980 (75%)] rd_loss: 0.597 | psnr: 36.03704 | warppsnr: 30.83994 | bpp: 0.18417 | bpp_feature: 0.09378 | bpp_z: 0.00347 | bpp_mv: 0.08693 | interpsnr: 31.63
- 2023-02-10 16:19:44,067 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:19:44,068 - INFO] Train epoch 3, global_step 79243: [15000/19980 (75%)] rd_loss: 0.544 | psnr: 36.72902 | warppsnr: 31.30033 | bpp: 0.17106 | bpp_feature: 0.08461 | bpp_z: 0.00335 | bpp_mv: 0.08311 | interpsnr: 32.13
- 2023-02-10 16:24:30,198 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:24:30,200 - INFO] Train epoch 3, global_step 79343: [15100/19980 (76%)] rd_loss: 0.580 | psnr: 36.34177 | warppsnr: 31.11663 | bpp: 0.17935 | bpp_feature: 0.09013 | bpp_z: 0.00344 | bpp_mv: 0.08579 | interpsnr: 31.89
- 2023-02-10 16:29:15,694 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:29:15,696 - INFO] Train epoch 3, global_step 79443: [15200/19980 (76%)] rd_loss: 0.551 | psnr: 36.44093 | warppsnr: 31.42176 | bpp: 0.17772 | bpp_feature: 0.08806 | bpp_z: 0.00347 | bpp_mv: 0.08619 | interpsnr: 32.24
- 2023-02-10 16:34:01,914 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:34:01,916 - INFO] Train epoch 3, global_step 79543: [15300/19980 (77%)] rd_loss: 0.579 | psnr: 36.43474 | warppsnr: 30.64796 | bpp: 0.17676 | bpp_feature: 0.08847 | bpp_z: 0.00342 | bpp_mv: 0.08487 | interpsnr: 31.52
- 2023-02-10 16:39:17,834 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:39:17,836 - INFO] Train epoch 3, global_step 79643: [15400/19980 (77%)] rd_loss: 0.616 | psnr: 35.95078 | warppsnr: 30.54712 | bpp: 0.18105 | bpp_feature: 0.09279 | bpp_z: 0.00349 | bpp_mv: 0.08477 | interpsnr: 31.40
- 2023-02-10 16:44:04,815 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:44:04,817 - INFO] Train epoch 3, global_step 79743: [15500/19980 (78%)] rd_loss: 0.665 | psnr: 35.48526 | warppsnr: 30.19258 | bpp: 0.18718 | bpp_feature: 0.09676 | bpp_z: 0.00357 | bpp_mv: 0.08685 | interpsnr: 31.06
- 2023-02-10 16:48:51,299 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:48:51,307 - INFO] Train epoch 3, global_step 79843: [15600/19980 (78%)] rd_loss: 0.585 | psnr: 36.32576 | warppsnr: 30.75331 | bpp: 0.18126 | bpp_feature: 0.08987 | bpp_z: 0.00345 | bpp_mv: 0.08794 | interpsnr: 31.64
- 2023-02-10 16:53:45,094 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:53:45,095 - INFO] Train epoch 3, global_step 79943: [15700/19980 (79%)] rd_loss: 0.598 | psnr: 36.12528 | warppsnr: 30.79157 | bpp: 0.18342 | bpp_feature: 0.09308 | bpp_z: 0.00346 | bpp_mv: 0.08687 | interpsnr: 31.59
- 2023-02-10 16:58:30,572 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 16:58:30,574 - INFO] Train epoch 3, global_step 80043: [15800/19980 (79%)] rd_loss: 0.613 | psnr: 35.95797 | warppsnr: 30.76794 | bpp: 0.17876 | bpp_feature: 0.09138 | bpp_z: 0.00347 | bpp_mv: 0.08392 | interpsnr: 31.64
- 2023-02-10 17:03:15,894 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:03:15,896 - INFO] Train epoch 3, global_step 80143: [15900/19980 (80%)] rd_loss: 0.669 | psnr: 35.59966 | warppsnr: 29.94083 | bpp: 0.18835 | bpp_feature: 0.09628 | bpp_z: 0.00353 | bpp_mv: 0.08853 | interpsnr: 30.85
- 2023-02-10 17:08:02,312 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:08:02,314 - INFO] Train epoch 3, global_step 80243: [16000/19980 (80%)] rd_loss: 0.595 | psnr: 36.26643 | warppsnr: 30.66504 | bpp: 0.18075 | bpp_feature: 0.09229 | bpp_z: 0.00350 | bpp_mv: 0.08496 | interpsnr: 31.59
- 2023-02-10 17:12:47,821 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:12:47,823 - INFO] Train epoch 3, global_step 80343: [16100/19980 (81%)] rd_loss: 0.587 | psnr: 36.09120 | warppsnr: 30.88370 | bpp: 0.17908 | bpp_feature: 0.09099 | bpp_z: 0.00353 | bpp_mv: 0.08456 | interpsnr: 31.78
- 2023-02-10 17:17:30,457 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:17:30,461 - INFO] Train epoch 3, global_step 80443: [16200/19980 (81%)] rd_loss: 0.602 | psnr: 36.33130 | warppsnr: 30.43868 | bpp: 0.18110 | bpp_feature: 0.09144 | bpp_z: 0.00352 | bpp_mv: 0.08614 | interpsnr: 31.36
- 2023-02-10 17:22:15,316 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:22:15,318 - INFO] Train epoch 3, global_step 80543: [16300/19980 (82%)] rd_loss: 0.611 | psnr: 36.00635 | warppsnr: 30.57170 | bpp: 0.18491 | bpp_feature: 0.09493 | bpp_z: 0.00351 | bpp_mv: 0.08647 | interpsnr: 31.44
- 2023-02-10 17:27:00,857 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:27:00,858 - INFO] Train epoch 3, global_step 80643: [16400/19980 (82%)] rd_loss: 0.627 | psnr: 35.76258 | warppsnr: 30.91514 | bpp: 0.18151 | bpp_feature: 0.09334 | bpp_z: 0.00346 | bpp_mv: 0.08470 | interpsnr: 31.67
- 2023-02-10 17:31:45,164 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:31:45,165 - INFO] Train epoch 3, global_step 80743: [16500/19980 (83%)] rd_loss: 0.625 | psnr: 35.88859 | warppsnr: 30.50167 | bpp: 0.18059 | bpp_feature: 0.09342 | bpp_z: 0.00348 | bpp_mv: 0.08369 | interpsnr: 31.38
- 2023-02-10 17:36:31,078 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:36:31,092 - INFO] Train epoch 3, global_step 80843: [16600/19980 (83%)] rd_loss: 0.566 | psnr: 36.21702 | warppsnr: 31.23352 | bpp: 0.17695 | bpp_feature: 0.08958 | bpp_z: 0.00346 | bpp_mv: 0.08390 | interpsnr: 32.12
- 2023-02-10 17:41:14,798 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:41:14,800 - INFO] Train epoch 3, global_step 80943: [16700/19980 (84%)] rd_loss: 0.574 | psnr: 36.31187 | warppsnr: 30.97637 | bpp: 0.17781 | bpp_feature: 0.08922 | bpp_z: 0.00346 | bpp_mv: 0.08513 | interpsnr: 31.87
- 2023-02-10 17:45:59,726 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:45:59,728 - INFO] Train epoch 3, global_step 81043: [16800/19980 (84%)] rd_loss: 0.557 | psnr: 36.41046 | warppsnr: 31.24315 | bpp: 0.17711 | bpp_feature: 0.08986 | bpp_z: 0.00345 | bpp_mv: 0.08380 | interpsnr: 32.10
- 2023-02-10 17:50:45,195 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:50:45,204 - INFO] Train epoch 3, global_step 81143: [16900/19980 (85%)] rd_loss: 0.610 | psnr: 36.28339 | warppsnr: 30.63285 | bpp: 0.18040 | bpp_feature: 0.09265 | bpp_z: 0.00356 | bpp_mv: 0.08420 | interpsnr: 31.45
- 2023-02-10 17:55:29,793 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 17:55:29,812 - INFO] Train epoch 3, global_step 81243: [17000/19980 (85%)] rd_loss: 0.599 | psnr: 36.30029 | warppsnr: 30.70546 | bpp: 0.18098 | bpp_feature: 0.09161 | bpp_z: 0.00337 | bpp_mv: 0.08600 | interpsnr: 31.42
- 2023-02-10 18:00:12,750 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:00:12,752 - INFO] Train epoch 3, global_step 81343: [17100/19980 (86%)] rd_loss: 0.590 | psnr: 36.14613 | warppsnr: 30.79147 | bpp: 0.18051 | bpp_feature: 0.09122 | bpp_z: 0.00348 | bpp_mv: 0.08581 | interpsnr: 31.66
- 2023-02-10 18:04:57,109 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:04:57,120 - INFO] Train epoch 3, global_step 81443: [17200/19980 (86%)] rd_loss: 0.589 | psnr: 36.18118 | warppsnr: 30.97747 | bpp: 0.17979 | bpp_feature: 0.09092 | bpp_z: 0.00348 | bpp_mv: 0.08539 | interpsnr: 31.74
- 2023-02-10 18:09:40,849 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:09:40,861 - INFO] Train epoch 3, global_step 81543: [17300/19980 (87%)] rd_loss: 0.624 | psnr: 36.36028 | warppsnr: 30.11484 | bpp: 0.18239 | bpp_feature: 0.09320 | bpp_z: 0.00353 | bpp_mv: 0.08566 | interpsnr: 30.96
- 2023-02-10 18:14:24,945 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:14:24,953 - INFO] Train epoch 3, global_step 81643: [17400/19980 (87%)] rd_loss: 0.604 | psnr: 36.11749 | warppsnr: 30.68298 | bpp: 0.18328 | bpp_feature: 0.09133 | bpp_z: 0.00351 | bpp_mv: 0.08844 | interpsnr: 31.60
- 2023-02-10 18:19:10,553 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:19:10,560 - INFO] Train epoch 3, global_step 81743: [17500/19980 (88%)] rd_loss: 0.661 | psnr: 35.45020 | warppsnr: 30.07875 | bpp: 0.18220 | bpp_feature: 0.09309 | bpp_z: 0.00352 | bpp_mv: 0.08559 | interpsnr: 31.01
- 2023-02-10 18:23:53,967 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:23:53,976 - INFO] Train epoch 3, global_step 81843: [17600/19980 (88%)] rd_loss: 0.587 | psnr: 36.18772 | warppsnr: 30.89859 | bpp: 0.17907 | bpp_feature: 0.09094 | bpp_z: 0.00349 | bpp_mv: 0.08464 | interpsnr: 31.73
- 2023-02-10 18:28:40,087 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:28:40,089 - INFO] Train epoch 3, global_step 81943: [17700/19980 (89%)] rd_loss: 0.580 | psnr: 36.19739 | warppsnr: 31.04081 | bpp: 0.17722 | bpp_feature: 0.09098 | bpp_z: 0.00355 | bpp_mv: 0.08270 | interpsnr: 31.99
- 2023-02-10 18:33:24,357 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:33:24,358 - INFO] Train epoch 3, global_step 82043: [17800/19980 (89%)] rd_loss: 0.602 | psnr: 35.94002 | warppsnr: 30.89630 | bpp: 0.18228 | bpp_feature: 0.09267 | bpp_z: 0.00342 | bpp_mv: 0.08618 | interpsnr: 31.69
- 2023-02-10 18:38:11,895 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:38:11,909 - INFO] Train epoch 3, global_step 82143: [17900/19980 (90%)] rd_loss: 0.616 | psnr: 35.87848 | warppsnr: 30.77492 | bpp: 0.18333 | bpp_feature: 0.09410 | bpp_z: 0.00352 | bpp_mv: 0.08571 | interpsnr: 31.59
- 2023-02-10 18:42:57,816 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:42:57,833 - INFO] Train epoch 3, global_step 82243: [18000/19980 (90%)] rd_loss: 0.596 | psnr: 36.32923 | warppsnr: 30.54239 | bpp: 0.18783 | bpp_feature: 0.09405 | bpp_z: 0.00357 | bpp_mv: 0.09022 | interpsnr: 31.50
- 2023-02-10 18:47:43,900 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:47:43,908 - INFO] Train epoch 3, global_step 82343: [18100/19980 (91%)] rd_loss: 0.649 | psnr: 35.57233 | warppsnr: 30.42139 | bpp: 0.18596 | bpp_feature: 0.09607 | bpp_z: 0.00351 | bpp_mv: 0.08637 | interpsnr: 31.25
- 2023-02-10 18:52:33,387 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:52:33,399 - INFO] Train epoch 3, global_step 82443: [18200/19980 (91%)] rd_loss: 0.555 | psnr: 36.43934 | warppsnr: 31.24605 | bpp: 0.17499 | bpp_feature: 0.08939 | bpp_z: 0.00345 | bpp_mv: 0.08215 | interpsnr: 32.11
- 2023-02-10 18:57:19,980 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 18:57:19,987 - INFO] Train epoch 3, global_step 82543: [18300/19980 (92%)] rd_loss: 0.551 | psnr: 36.51691 | warppsnr: 31.33863 | bpp: 0.17736 | bpp_feature: 0.08995 | bpp_z: 0.00346 | bpp_mv: 0.08395 | interpsnr: 32.18
- 2023-02-10 19:02:07,528 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:02:07,535 - INFO] Train epoch 3, global_step 82643: [18400/19980 (92%)] rd_loss: 0.585 | psnr: 36.33857 | warppsnr: 30.74264 | bpp: 0.17931 | bpp_feature: 0.08954 | bpp_z: 0.00350 | bpp_mv: 0.08627 | interpsnr: 31.60
- 2023-02-10 19:06:53,872 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:06:53,884 - INFO] Train epoch 3, global_step 82743: [18500/19980 (93%)] rd_loss: 0.630 | psnr: 35.82827 | warppsnr: 30.59253 | bpp: 0.18319 | bpp_feature: 0.09459 | bpp_z: 0.00348 | bpp_mv: 0.08512 | interpsnr: 31.43
- 2023-02-10 19:11:38,729 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:11:38,741 - INFO] Train epoch 3, global_step 82843: [18600/19980 (93%)] rd_loss: 0.575 | psnr: 36.33912 | warppsnr: 30.88009 | bpp: 0.17584 | bpp_feature: 0.08911 | bpp_z: 0.00351 | bpp_mv: 0.08323 | interpsnr: 31.76
- 2023-02-10 19:16:26,247 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:16:26,256 - INFO] Train epoch 3, global_step 82943: [18700/19980 (94%)] rd_loss: 0.550 | psnr: 36.47676 | warppsnr: 31.32661 | bpp: 0.17364 | bpp_feature: 0.08713 | bpp_z: 0.00349 | bpp_mv: 0.08302 | interpsnr: 32.23
- 2023-02-10 19:21:10,237 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:21:10,255 - INFO] Train epoch 3, global_step 83043: [18800/19980 (94%)] rd_loss: 0.597 | psnr: 36.15858 | warppsnr: 30.79982 | bpp: 0.18336 | bpp_feature: 0.09175 | bpp_z: 0.00349 | bpp_mv: 0.08812 | interpsnr: 31.57
- 2023-02-10 19:25:53,020 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:25:53,036 - INFO] Train epoch 3, global_step 83143: [18900/19980 (95%)] rd_loss: 0.620 | psnr: 35.92009 | warppsnr: 30.66757 | bpp: 0.18629 | bpp_feature: 0.09538 | bpp_z: 0.00349 | bpp_mv: 0.08742 | interpsnr: 31.40
- 2023-02-10 19:30:37,835 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:30:37,852 - INFO] Train epoch 3, global_step 83243: [19000/19980 (95%)] rd_loss: 0.521 | psnr: 37.05700 | warppsnr: 31.26169 | bpp: 0.17168 | bpp_feature: 0.08509 | bpp_z: 0.00343 | bpp_mv: 0.08317 | interpsnr: 32.16
- 2023-02-10 19:35:22,331 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:35:22,342 - INFO] Train epoch 3, global_step 83343: [19100/19980 (96%)] rd_loss: 0.626 | psnr: 35.93197 | warppsnr: 30.45803 | bpp: 0.18981 | bpp_feature: 0.09627 | bpp_z: 0.00349 | bpp_mv: 0.09005 | interpsnr: 31.23
- 2023-02-10 19:40:06,787 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:40:06,799 - INFO] Train epoch 3, global_step 83443: [19200/19980 (96%)] rd_loss: 0.581 | psnr: 36.10060 | warppsnr: 30.97267 | bpp: 0.17323 | bpp_feature: 0.08925 | bpp_z: 0.00348 | bpp_mv: 0.08049 | interpsnr: 31.84
- 2023-02-10 19:44:50,790 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:44:50,797 - INFO] Train epoch 3, global_step 83543: [19300/19980 (97%)] rd_loss: 0.593 | psnr: 36.31063 | warppsnr: 30.55552 | bpp: 0.17894 | bpp_feature: 0.09035 | bpp_z: 0.00353 | bpp_mv: 0.08506 | interpsnr: 31.46
- 2023-02-10 19:49:34,025 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:49:34,037 - INFO] Train epoch 3, global_step 83643: [19400/19980 (97%)] rd_loss: 0.588 | psnr: 36.27101 | warppsnr: 30.79579 | bpp: 0.17838 | bpp_feature: 0.09051 | bpp_z: 0.00348 | bpp_mv: 0.08439 | interpsnr: 31.66
- 2023-02-10 19:54:18,595 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:54:18,597 - INFO] Train epoch 3, global_step 83743: [19500/19980 (98%)] rd_loss: 0.649 | psnr: 35.67554 | warppsnr: 30.38694 | bpp: 0.18872 | bpp_feature: 0.09774 | bpp_z: 0.00355 | bpp_mv: 0.08742 | interpsnr: 31.18
- 2023-02-10 19:59:02,617 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 19:59:02,618 - INFO] Train epoch 3, global_step 83843: [19600/19980 (98%)] rd_loss: 0.532 | psnr: 36.71885 | warppsnr: 31.35447 | bpp: 0.17067 | bpp_feature: 0.08435 | bpp_z: 0.00345 | bpp_mv: 0.08287 | interpsnr: 32.26
- 2023-02-10 20:03:48,087 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 20:03:48,103 - INFO] Train epoch 3, global_step 83943: [19700/19980 (99%)] rd_loss: 0.629 | psnr: 35.91226 | warppsnr: 30.33178 | bpp: 0.18468 | bpp_feature: 0.09457 | bpp_z: 0.00350 | bpp_mv: 0.08662 | interpsnr: 31.19
- 2023-02-10 20:08:33,195 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 20:08:33,197 - INFO] Train epoch 3, global_step 84043: [19800/19980 (99%)] rd_loss: 0.578 | psnr: 36.52059 | warppsnr: 30.77882 | bpp: 0.18471 | bpp_feature: 0.09316 | bpp_z: 0.00350 | bpp_mv: 0.08805 | interpsnr: 31.58
- 2023-02-10 20:13:17,118 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 20:13:17,125 - INFO] Train epoch 3, global_step 84143: [19900/19980 (100%)] rd_loss: 0.595 | psnr: 36.29389 | warppsnr: 30.77778 | bpp: 0.18367 | bpp_feature: 0.09381 | bpp_z: 0.00349 | bpp_mv: 0.08637 | interpsnr: 31.65
- 2023-02-10 20:16:39,799 - INFO] Train Epoch : 03 Loss: 0.059556 lr:0.0001
- 2023-02-10 20:21:53,398 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 20:21:53,406 - INFO] Train epoch 4, global_step 84323: [100/19980 (1%)] rd_loss: 0.629 | psnr: 35.86113 | warppsnr: 30.39822 | bpp: 0.18561 | bpp_feature: 0.09547 | bpp_z: 0.00354 | bpp_mv: 0.08659 | interpsnr: 31.30
- 2023-02-10 20:26:40,098 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 20:26:40,105 - INFO] Train epoch 4, global_step 84423: [200/19980 (1%)] rd_loss: 0.615 | psnr: 35.94576 | warppsnr: 30.69367 | bpp: 0.17910 | bpp_feature: 0.09174 | bpp_z: 0.00350 | bpp_mv: 0.08386 | interpsnr: 31.44
- 2023-02-10 20:31:26,763 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 20:31:26,779 - INFO] Train epoch 4, global_step 84523: [300/19980 (2%)] rd_loss: 0.607 | psnr: 35.93759 | warppsnr: 30.78367 | bpp: 0.18178 | bpp_feature: 0.09415 | bpp_z: 0.00348 | bpp_mv: 0.08414 | interpsnr: 31.61
- 2023-02-10 20:36:14,249 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 20:36:14,251 - INFO] Train epoch 4, global_step 84623: [400/19980 (2%)] rd_loss: 0.580 | psnr: 36.48843 | warppsnr: 30.92192 | bpp: 0.18249 | bpp_feature: 0.09038 | bpp_z: 0.00348 | bpp_mv: 0.08863 | interpsnr: 31.79
- 2023-02-10 20:41:00,070 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 20:41:00,093 - INFO] Train epoch 4, global_step 84723: [500/19980 (3%)] rd_loss: 0.631 | psnr: 35.82394 | warppsnr: 30.44605 | bpp: 0.18662 | bpp_feature: 0.09632 | bpp_z: 0.00353 | bpp_mv: 0.08676 | interpsnr: 31.30
- 2023-02-10 20:45:47,248 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 20:45:47,259 - INFO] Train epoch 4, global_step 84823: [600/19980 (3%)] rd_loss: 0.586 | psnr: 36.31216 | warppsnr: 30.67517 | bpp: 0.18244 | bpp_feature: 0.09280 | bpp_z: 0.00351 | bpp_mv: 0.08613 | interpsnr: 31.54
- 2023-02-10 20:50:34,245 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 20:50:34,247 - INFO] Train epoch 4, global_step 84923: [700/19980 (4%)] rd_loss: 0.564 | psnr: 36.70202 | warppsnr: 30.91141 | bpp: 0.18324 | bpp_feature: 0.09001 | bpp_z: 0.00350 | bpp_mv: 0.08974 | interpsnr: 31.91
- 2023-02-10 20:55:21,977 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 20:55:21,990 - INFO] Train epoch 4, global_step 85023: [800/19980 (4%)] rd_loss: 0.549 | psnr: 36.59737 | warppsnr: 31.13704 | bpp: 0.17062 | bpp_feature: 0.08471 | bpp_z: 0.00345 | bpp_mv: 0.08246 | interpsnr: 31.88
- 2023-02-10 21:00:09,073 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:00:09,088 - INFO] Train epoch 4, global_step 85123: [900/19980 (5%)] rd_loss: 0.525 | psnr: 36.71673 | warppsnr: 31.49167 | bpp: 0.16917 | bpp_feature: 0.08433 | bpp_z: 0.00348 | bpp_mv: 0.08136 | interpsnr: 32.38
- 2023-02-10 21:04:55,622 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:04:55,636 - INFO] Train epoch 4, global_step 85223: [1000/19980 (5%)] rd_loss: 0.631 | psnr: 36.27100 | warppsnr: 30.57328 | bpp: 0.17449 | bpp_feature: 0.08601 | bpp_z: 0.00346 | bpp_mv: 0.08502 | interpsnr: 31.37
- 2023-02-10 21:09:43,508 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:09:43,510 - INFO] Train epoch 4, global_step 85323: [1100/19980 (6%)] rd_loss: 0.606 | psnr: 36.04952 | warppsnr: 30.55663 | bpp: 0.18374 | bpp_feature: 0.09177 | bpp_z: 0.00348 | bpp_mv: 0.08848 | interpsnr: 31.40
- 2023-02-10 21:14:27,522 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:14:27,524 - INFO] Train epoch 4, global_step 85423: [1200/19980 (6%)] rd_loss: 0.642 | psnr: 35.71514 | warppsnr: 30.13234 | bpp: 0.18293 | bpp_feature: 0.09378 | bpp_z: 0.00355 | bpp_mv: 0.08561 | interpsnr: 31.08
- 2023-02-10 21:19:13,111 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:19:13,118 - INFO] Train epoch 4, global_step 85523: [1300/19980 (7%)] rd_loss: 0.563 | psnr: 36.49291 | warppsnr: 30.94476 | bpp: 0.17638 | bpp_feature: 0.08701 | bpp_z: 0.00347 | bpp_mv: 0.08590 | interpsnr: 31.82
- 2023-02-10 21:23:58,343 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:23:58,345 - INFO] Train epoch 4, global_step 85623: [1400/19980 (7%)] rd_loss: 0.535 | psnr: 36.72019 | warppsnr: 31.43934 | bpp: 0.17014 | bpp_feature: 0.08401 | bpp_z: 0.00340 | bpp_mv: 0.08272 | interpsnr: 32.34
- 2023-02-10 21:28:42,282 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:28:42,284 - INFO] Train epoch 4, global_step 85723: [1500/19980 (8%)] rd_loss: 0.666 | psnr: 35.58430 | warppsnr: 30.09157 | bpp: 0.18640 | bpp_feature: 0.09746 | bpp_z: 0.00352 | bpp_mv: 0.08541 | interpsnr: 30.95
- 2023-02-10 21:33:28,438 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:33:28,440 - INFO] Train epoch 4, global_step 85823: [1600/19980 (8%)] rd_loss: 0.634 | psnr: 35.89729 | warppsnr: 30.29366 | bpp: 0.18591 | bpp_feature: 0.09660 | bpp_z: 0.00355 | bpp_mv: 0.08576 | interpsnr: 31.25
- 2023-02-10 21:38:13,252 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:38:13,254 - INFO] Train epoch 4, global_step 85923: [1700/19980 (9%)] rd_loss: 0.566 | psnr: 36.55987 | warppsnr: 30.87485 | bpp: 0.17670 | bpp_feature: 0.08954 | bpp_z: 0.00349 | bpp_mv: 0.08367 | interpsnr: 31.75
- 2023-02-10 21:42:58,122 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:42:58,124 - INFO] Train epoch 4, global_step 86023: [1800/19980 (9%)] rd_loss: 0.552 | psnr: 36.62243 | warppsnr: 30.97033 | bpp: 0.17276 | bpp_feature: 0.08629 | bpp_z: 0.00347 | bpp_mv: 0.08300 | interpsnr: 31.87
- 2023-02-10 21:47:43,237 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:47:43,239 - INFO] Train epoch 4, global_step 86123: [1900/19980 (10%)] rd_loss: 0.533 | psnr: 36.76358 | warppsnr: 31.41712 | bpp: 0.17098 | bpp_feature: 0.08576 | bpp_z: 0.00343 | bpp_mv: 0.08178 | interpsnr: 32.38
- 2023-02-10 21:52:28,463 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:52:28,465 - INFO] Train epoch 4, global_step 86223: [2000/19980 (10%)] rd_loss: 0.603 | psnr: 36.07034 | warppsnr: 30.57928 | bpp: 0.18030 | bpp_feature: 0.09294 | bpp_z: 0.00350 | bpp_mv: 0.08387 | interpsnr: 31.47
- 2023-02-10 21:57:13,689 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 21:57:13,690 - INFO] Train epoch 4, global_step 86323: [2100/19980 (11%)] rd_loss: 0.610 | psnr: 35.98928 | warppsnr: 30.53697 | bpp: 0.17905 | bpp_feature: 0.09027 | bpp_z: 0.00350 | bpp_mv: 0.08528 | interpsnr: 31.57
- 2023-02-10 22:02:00,186 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:02:00,188 - INFO] Train epoch 4, global_step 86423: [2200/19980 (11%)] rd_loss: 0.542 | psnr: 36.72328 | warppsnr: 31.21128 | bpp: 0.17552 | bpp_feature: 0.08630 | bpp_z: 0.00344 | bpp_mv: 0.08578 | interpsnr: 32.11
- 2023-02-10 22:06:46,166 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:06:46,168 - INFO] Train epoch 4, global_step 86523: [2300/19980 (12%)] rd_loss: 0.735 | psnr: 35.35911 | warppsnr: 29.68246 | bpp: 0.19004 | bpp_feature: 0.09914 | bpp_z: 0.00353 | bpp_mv: 0.08737 | interpsnr: 30.54
- 2023-02-10 22:11:32,230 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:11:32,232 - INFO] Train epoch 4, global_step 86623: [2400/19980 (12%)] rd_loss: 0.591 | psnr: 36.35900 | warppsnr: 30.47431 | bpp: 0.17920 | bpp_feature: 0.09073 | bpp_z: 0.00350 | bpp_mv: 0.08496 | interpsnr: 31.49
- 2023-02-10 22:16:19,157 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:16:19,177 - INFO] Train epoch 4, global_step 86723: [2500/19980 (13%)] rd_loss: 0.592 | psnr: 36.12202 | warppsnr: 30.88150 | bpp: 0.18078 | bpp_feature: 0.09237 | bpp_z: 0.00346 | bpp_mv: 0.08495 | interpsnr: 31.65
- 2023-02-10 22:21:09,659 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:21:09,660 - INFO] Train epoch 4, global_step 86823: [2600/19980 (13%)] rd_loss: 0.624 | psnr: 35.54874 | warppsnr: 31.04937 | bpp: 0.17724 | bpp_feature: 0.09321 | bpp_z: 0.00339 | bpp_mv: 0.08063 | interpsnr: 31.78
- 2023-02-10 22:25:57,969 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:25:57,980 - INFO] Train epoch 4, global_step 86923: [2700/19980 (14%)] rd_loss: 0.640 | psnr: 35.73611 | warppsnr: 30.53804 | bpp: 0.18949 | bpp_feature: 0.09997 | bpp_z: 0.00351 | bpp_mv: 0.08600 | interpsnr: 31.33
- 2023-02-10 22:30:48,611 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:30:48,612 - INFO] Train epoch 4, global_step 87023: [2800/19980 (14%)] rd_loss: 0.651 | psnr: 35.69979 | warppsnr: 30.22335 | bpp: 0.19012 | bpp_feature: 0.09902 | bpp_z: 0.00359 | bpp_mv: 0.08751 | interpsnr: 31.03
- 2023-02-10 22:35:40,753 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:35:40,755 - INFO] Train epoch 4, global_step 87123: [2900/19980 (15%)] rd_loss: 0.594 | psnr: 36.17853 | warppsnr: 30.85165 | bpp: 0.18003 | bpp_feature: 0.09250 | bpp_z: 0.00350 | bpp_mv: 0.08403 | interpsnr: 31.70
- 2023-02-10 22:40:31,437 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:40:31,439 - INFO] Train epoch 4, global_step 87223: [3000/19980 (15%)] rd_loss: 0.594 | psnr: 36.21594 | warppsnr: 30.81841 | bpp: 0.18093 | bpp_feature: 0.09341 | bpp_z: 0.00349 | bpp_mv: 0.08403 | interpsnr: 31.65
- 2023-02-10 22:45:25,410 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:45:25,412 - INFO] Train epoch 4, global_step 87323: [3100/19980 (16%)] rd_loss: 0.620 | psnr: 36.15051 | warppsnr: 30.29232 | bpp: 0.19059 | bpp_feature: 0.09769 | bpp_z: 0.00346 | bpp_mv: 0.08944 | interpsnr: 31.18
- 2023-02-10 22:50:16,657 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:50:16,659 - INFO] Train epoch 4, global_step 87423: [3200/19980 (16%)] rd_loss: 0.596 | psnr: 36.30203 | warppsnr: 30.50643 | bpp: 0.17570 | bpp_feature: 0.08982 | bpp_z: 0.00348 | bpp_mv: 0.08240 | interpsnr: 31.63
- 2023-02-10 22:55:10,434 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 22:55:10,436 - INFO] Train epoch 4, global_step 87523: [3300/19980 (17%)] rd_loss: 0.631 | psnr: 35.85388 | warppsnr: 30.31165 | bpp: 0.17878 | bpp_feature: 0.09277 | bpp_z: 0.00347 | bpp_mv: 0.08254 | interpsnr: 31.19
- 2023-02-10 23:00:06,629 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:00:06,647 - INFO] Train epoch 4, global_step 87623: [3400/19980 (17%)] rd_loss: 0.569 | psnr: 36.42346 | warppsnr: 30.83552 | bpp: 0.16832 | bpp_feature: 0.08594 | bpp_z: 0.00343 | bpp_mv: 0.07895 | interpsnr: 31.72
- 2023-02-10 23:04:58,586 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:04:58,588 - INFO] Train epoch 4, global_step 87723: [3500/19980 (18%)] rd_loss: 0.603 | psnr: 36.25683 | warppsnr: 30.48325 | bpp: 0.17962 | bpp_feature: 0.09183 | bpp_z: 0.00350 | bpp_mv: 0.08430 | interpsnr: 31.39
- 2023-02-10 23:09:50,967 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:09:50,969 - INFO] Train epoch 4, global_step 87823: [3600/19980 (18%)] rd_loss: 0.657 | psnr: 35.67790 | warppsnr: 29.84728 | bpp: 0.18537 | bpp_feature: 0.09729 | bpp_z: 0.00355 | bpp_mv: 0.08453 | interpsnr: 30.97
- 2023-02-10 23:14:43,017 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:14:43,032 - INFO] Train epoch 4, global_step 87923: [3700/19980 (19%)] rd_loss: 0.611 | psnr: 35.90610 | warppsnr: 30.69625 | bpp: 0.17886 | bpp_feature: 0.09264 | bpp_z: 0.00345 | bpp_mv: 0.08277 | interpsnr: 31.61
- 2023-02-10 23:19:32,753 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:19:32,760 - INFO] Train epoch 4, global_step 88023: [3800/19980 (19%)] rd_loss: 0.589 | psnr: 36.23020 | warppsnr: 30.89908 | bpp: 0.18057 | bpp_feature: 0.09198 | bpp_z: 0.00352 | bpp_mv: 0.08507 | interpsnr: 31.74
- 2023-02-10 23:24:25,415 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:24:25,428 - INFO] Train epoch 4, global_step 88123: [3900/19980 (20%)] rd_loss: 0.555 | psnr: 36.62468 | warppsnr: 30.97952 | bpp: 0.17597 | bpp_feature: 0.08775 | bpp_z: 0.00344 | bpp_mv: 0.08478 | interpsnr: 31.94
- 2023-02-10 23:29:19,716 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:29:19,718 - INFO] Train epoch 4, global_step 88223: [4000/19980 (20%)] rd_loss: 0.587 | psnr: 36.05316 | warppsnr: 31.04087 | bpp: 0.17589 | bpp_feature: 0.08814 | bpp_z: 0.00344 | bpp_mv: 0.08431 | interpsnr: 31.90
- 2023-02-10 23:34:11,344 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:34:11,354 - INFO] Train epoch 4, global_step 88323: [4100/19980 (21%)] rd_loss: 0.566 | psnr: 36.63440 | warppsnr: 30.79731 | bpp: 0.17815 | bpp_feature: 0.08954 | bpp_z: 0.00348 | bpp_mv: 0.08513 | interpsnr: 31.65
- 2023-02-10 23:39:06,440 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:39:06,454 - INFO] Train epoch 4, global_step 88423: [4200/19980 (21%)] rd_loss: 0.613 | psnr: 36.07336 | warppsnr: 30.65642 | bpp: 0.18834 | bpp_feature: 0.09632 | bpp_z: 0.00351 | bpp_mv: 0.08851 | interpsnr: 31.42
- 2023-02-10 23:44:00,019 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:44:00,046 - INFO] Train epoch 4, global_step 88523: [4300/19980 (22%)] rd_loss: 0.600 | psnr: 36.21687 | warppsnr: 30.57867 | bpp: 0.18505 | bpp_feature: 0.09354 | bpp_z: 0.00355 | bpp_mv: 0.08797 | interpsnr: 31.51
- 2023-02-10 23:48:52,668 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:48:52,670 - INFO] Train epoch 4, global_step 88623: [4400/19980 (22%)] rd_loss: 0.558 | psnr: 36.34029 | warppsnr: 31.17427 | bpp: 0.17341 | bpp_feature: 0.08795 | bpp_z: 0.00351 | bpp_mv: 0.08196 | interpsnr: 32.06
- 2023-02-10 23:53:47,224 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:53:47,225 - INFO] Train epoch 4, global_step 88723: [4500/19980 (23%)] rd_loss: 0.540 | psnr: 36.57142 | warppsnr: 31.33906 | bpp: 0.17390 | bpp_feature: 0.08772 | bpp_z: 0.00349 | bpp_mv: 0.08270 | interpsnr: 32.18
- 2023-02-10 23:58:33,510 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-10 23:58:33,512 - INFO] Train epoch 4, global_step 88823: [4600/19980 (23%)] rd_loss: 0.564 | psnr: 36.30485 | warppsnr: 31.06959 | bpp: 0.17449 | bpp_feature: 0.08944 | bpp_z: 0.00350 | bpp_mv: 0.08155 | interpsnr: 31.93
- 2023-02-11 00:03:18,811 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:03:18,828 - INFO] Train epoch 4, global_step 88923: [4700/19980 (24%)] rd_loss: 0.600 | psnr: 36.30428 | warppsnr: 30.64046 | bpp: 0.17674 | bpp_feature: 0.08988 | bpp_z: 0.00351 | bpp_mv: 0.08335 | interpsnr: 31.56
- 2023-02-11 00:08:07,266 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:08:07,276 - INFO] Train epoch 4, global_step 89023: [4800/19980 (24%)] rd_loss: 0.584 | psnr: 36.36101 | warppsnr: 30.65515 | bpp: 0.18020 | bpp_feature: 0.09050 | bpp_z: 0.00346 | bpp_mv: 0.08625 | interpsnr: 31.66
- 2023-02-11 00:13:03,062 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:13:03,076 - INFO] Train epoch 4, global_step 89123: [4900/19980 (25%)] rd_loss: 0.613 | psnr: 36.12158 | warppsnr: 30.51790 | bpp: 0.18495 | bpp_feature: 0.09632 | bpp_z: 0.00350 | bpp_mv: 0.08514 | interpsnr: 31.34
- 2023-02-11 00:17:59,255 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:17:59,257 - INFO] Train epoch 4, global_step 89223: [5000/19980 (25%)] rd_loss: 0.585 | psnr: 36.33790 | warppsnr: 30.59826 | bpp: 0.17535 | bpp_feature: 0.08830 | bpp_z: 0.00350 | bpp_mv: 0.08355 | interpsnr: 31.52
- 2023-02-11 00:22:54,630 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:22:54,632 - INFO] Train epoch 4, global_step 89323: [5100/19980 (26%)] rd_loss: 0.619 | psnr: 36.02153 | warppsnr: 30.50471 | bpp: 0.17998 | bpp_feature: 0.09365 | bpp_z: 0.00350 | bpp_mv: 0.08283 | interpsnr: 31.51
- 2023-02-11 00:27:48,942 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:27:48,951 - INFO] Train epoch 4, global_step 89423: [5200/19980 (26%)] rd_loss: 0.598 | psnr: 36.13823 | warppsnr: 30.52350 | bpp: 0.17799 | bpp_feature: 0.09091 | bpp_z: 0.00356 | bpp_mv: 0.08352 | interpsnr: 31.34
- 2023-02-11 00:32:42,024 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:32:42,026 - INFO] Train epoch 4, global_step 89523: [5300/19980 (27%)] rd_loss: 0.547 | psnr: 36.55351 | warppsnr: 31.31618 | bpp: 0.17852 | bpp_feature: 0.09118 | bpp_z: 0.00344 | bpp_mv: 0.08390 | interpsnr: 32.11
- 2023-02-11 00:37:31,411 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:37:31,413 - INFO] Train epoch 4, global_step 89623: [5400/19980 (27%)] rd_loss: 0.593 | psnr: 36.16264 | warppsnr: 30.72177 | bpp: 0.17384 | bpp_feature: 0.08919 | bpp_z: 0.00348 | bpp_mv: 0.08117 | interpsnr: 31.63
- 2023-02-11 00:42:19,275 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:42:19,277 - INFO] Train epoch 4, global_step 89723: [5500/19980 (28%)] rd_loss: 0.594 | psnr: 36.49066 | warppsnr: 30.66981 | bpp: 0.17832 | bpp_feature: 0.08940 | bpp_z: 0.00347 | bpp_mv: 0.08545 | interpsnr: 31.56
- 2023-02-11 00:47:07,654 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:47:07,668 - INFO] Train epoch 4, global_step 89823: [5600/19980 (28%)] rd_loss: 0.571 | psnr: 36.35084 | warppsnr: 31.13065 | bpp: 0.17808 | bpp_feature: 0.09067 | bpp_z: 0.00350 | bpp_mv: 0.08391 | interpsnr: 31.99
- 2023-02-11 00:52:06,516 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:52:06,533 - INFO] Train epoch 4, global_step 89923: [5700/19980 (29%)] rd_loss: 0.591 | psnr: 36.16910 | warppsnr: 30.66932 | bpp: 0.18079 | bpp_feature: 0.09474 | bpp_z: 0.00349 | bpp_mv: 0.08256 | interpsnr: 31.57
- 2023-02-11 00:57:03,944 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 00:57:03,956 - INFO] Train epoch 4, global_step 90023: [5800/19980 (29%)] rd_loss: 0.584 | psnr: 36.22179 | warppsnr: 30.77060 | bpp: 0.17793 | bpp_feature: 0.08941 | bpp_z: 0.00353 | bpp_mv: 0.08498 | interpsnr: 31.68
- 2023-02-11 01:02:02,649 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:02:02,651 - INFO] Train epoch 4, global_step 90123: [5900/19980 (30%)] rd_loss: 0.584 | psnr: 36.42778 | warppsnr: 30.61911 | bpp: 0.17921 | bpp_feature: 0.09312 | bpp_z: 0.00349 | bpp_mv: 0.08259 | interpsnr: 31.34
- 2023-02-11 01:06:59,341 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:06:59,342 - INFO] Train epoch 4, global_step 90223: [6000/19980 (30%)] rd_loss: 0.588 | psnr: 36.13509 | warppsnr: 30.75882 | bpp: 0.17682 | bpp_feature: 0.09053 | bpp_z: 0.00352 | bpp_mv: 0.08277 | interpsnr: 31.62
- 2023-02-11 01:11:55,574 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:11:55,576 - INFO] Train epoch 4, global_step 90323: [6100/19980 (31%)] rd_loss: 0.632 | psnr: 35.88488 | warppsnr: 30.32594 | bpp: 0.18278 | bpp_feature: 0.09189 | bpp_z: 0.00347 | bpp_mv: 0.08742 | interpsnr: 31.20
- 2023-02-11 01:16:48,511 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:16:48,513 - INFO] Train epoch 4, global_step 90423: [6200/19980 (31%)] rd_loss: 0.635 | psnr: 35.85734 | warppsnr: 30.43050 | bpp: 0.18214 | bpp_feature: 0.09336 | bpp_z: 0.00350 | bpp_mv: 0.08529 | interpsnr: 31.22
- 2023-02-11 01:21:36,872 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:21:36,874 - INFO] Train epoch 4, global_step 90523: [6300/19980 (32%)] rd_loss: 0.549 | psnr: 36.52405 | warppsnr: 31.32154 | bpp: 0.17211 | bpp_feature: 0.08726 | bpp_z: 0.00348 | bpp_mv: 0.08137 | interpsnr: 32.10
- 2023-02-11 01:26:30,647 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:26:30,649 - INFO] Train epoch 4, global_step 90623: [6400/19980 (32%)] rd_loss: 0.551 | psnr: 36.47460 | warppsnr: 31.22766 | bpp: 0.17495 | bpp_feature: 0.08825 | bpp_z: 0.00344 | bpp_mv: 0.08326 | interpsnr: 31.98
- 2023-02-11 01:31:29,406 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:31:29,421 - INFO] Train epoch 4, global_step 90723: [6500/19980 (33%)] rd_loss: 0.512 | psnr: 36.98852 | warppsnr: 31.51332 | bpp: 0.16894 | bpp_feature: 0.08399 | bpp_z: 0.00342 | bpp_mv: 0.08153 | interpsnr: 32.29
- 2023-02-11 01:36:26,670 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:36:26,672 - INFO] Train epoch 4, global_step 90823: [6600/19980 (33%)] rd_loss: 0.615 | psnr: 36.06435 | warppsnr: 30.48876 | bpp: 0.18536 | bpp_feature: 0.09595 | bpp_z: 0.00353 | bpp_mv: 0.08588 | interpsnr: 31.32
- 2023-02-11 01:41:22,242 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:41:22,253 - INFO] Train epoch 4, global_step 90923: [6700/19980 (34%)] rd_loss: 0.597 | psnr: 36.19049 | warppsnr: 30.56481 | bpp: 0.18286 | bpp_feature: 0.09061 | bpp_z: 0.00353 | bpp_mv: 0.08873 | interpsnr: 31.52
- 2023-02-11 01:46:19,269 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:46:19,270 - INFO] Train epoch 4, global_step 91023: [6800/19980 (34%)] rd_loss: 0.620 | psnr: 35.83010 | warppsnr: 30.72200 | bpp: 0.18058 | bpp_feature: 0.09377 | bpp_z: 0.00346 | bpp_mv: 0.08335 | interpsnr: 31.60
- 2023-02-11 01:51:13,623 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:51:13,637 - INFO] Train epoch 4, global_step 91123: [6900/19980 (35%)] rd_loss: 0.589 | psnr: 36.21861 | warppsnr: 30.57567 | bpp: 0.17934 | bpp_feature: 0.09215 | bpp_z: 0.00345 | bpp_mv: 0.08374 | interpsnr: 31.54
- 2023-02-11 01:55:59,716 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 01:55:59,718 - INFO] Train epoch 4, global_step 91223: [7000/19980 (35%)] rd_loss: 0.549 | psnr: 36.49200 | warppsnr: 31.26001 | bpp: 0.17379 | bpp_feature: 0.08759 | bpp_z: 0.00342 | bpp_mv: 0.08278 | interpsnr: 32.09
- 2023-02-11 02:00:45,381 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:00:45,383 - INFO] Train epoch 4, global_step 91323: [7100/19980 (36%)] rd_loss: 0.559 | psnr: 36.42300 | warppsnr: 31.19957 | bpp: 0.17622 | bpp_feature: 0.08758 | bpp_z: 0.00347 | bpp_mv: 0.08517 | interpsnr: 32.01
- 2023-02-11 02:05:33,559 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:05:33,561 - INFO] Train epoch 4, global_step 91423: [7200/19980 (36%)] rd_loss: 0.573 | psnr: 36.39149 | warppsnr: 30.65456 | bpp: 0.17507 | bpp_feature: 0.08819 | bpp_z: 0.00350 | bpp_mv: 0.08338 | interpsnr: 31.57
- 2023-02-11 02:10:28,721 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:10:28,722 - INFO] Train epoch 4, global_step 91523: [7300/19980 (37%)] rd_loss: 0.611 | psnr: 36.06668 | warppsnr: 30.53301 | bpp: 0.18170 | bpp_feature: 0.09292 | bpp_z: 0.00349 | bpp_mv: 0.08529 | interpsnr: 31.29
- 2023-02-11 02:15:24,862 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:15:24,864 - INFO] Train epoch 4, global_step 91623: [7400/19980 (37%)] rd_loss: 0.536 | psnr: 36.61442 | warppsnr: 31.46358 | bpp: 0.16710 | bpp_feature: 0.08380 | bpp_z: 0.00342 | bpp_mv: 0.07988 | interpsnr: 32.37
- 2023-02-11 02:20:18,084 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:20:18,086 - INFO] Train epoch 4, global_step 91723: [7500/19980 (38%)] rd_loss: 0.584 | psnr: 36.19281 | warppsnr: 30.99362 | bpp: 0.17970 | bpp_feature: 0.09171 | bpp_z: 0.00344 | bpp_mv: 0.08455 | interpsnr: 31.79
- 2023-02-11 02:25:11,552 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:25:11,554 - INFO] Train epoch 4, global_step 91823: [7600/19980 (38%)] rd_loss: 0.556 | psnr: 36.38041 | warppsnr: 31.18738 | bpp: 0.17161 | bpp_feature: 0.08675 | bpp_z: 0.00347 | bpp_mv: 0.08138 | interpsnr: 31.97
- 2023-02-11 02:30:05,732 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:30:05,743 - INFO] Train epoch 4, global_step 91923: [7700/19980 (39%)] rd_loss: 0.564 | psnr: 36.48314 | warppsnr: 30.96335 | bpp: 0.18110 | bpp_feature: 0.08898 | bpp_z: 0.00349 | bpp_mv: 0.08863 | interpsnr: 31.78
- 2023-02-11 02:34:50,216 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:34:50,225 - INFO] Train epoch 4, global_step 92023: [7800/19980 (39%)] rd_loss: 0.581 | psnr: 36.18647 | warppsnr: 31.11258 | bpp: 0.18301 | bpp_feature: 0.09187 | bpp_z: 0.00349 | bpp_mv: 0.08765 | interpsnr: 31.93
- 2023-02-11 02:39:37,903 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:39:37,914 - INFO] Train epoch 4, global_step 92123: [7900/19980 (40%)] rd_loss: 0.596 | psnr: 36.22552 | warppsnr: 30.66449 | bpp: 0.17788 | bpp_feature: 0.08965 | bpp_z: 0.00346 | bpp_mv: 0.08477 | interpsnr: 31.43
- 2023-02-11 02:44:27,851 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:44:27,858 - INFO] Train epoch 4, global_step 92223: [8000/19980 (40%)] rd_loss: 0.598 | psnr: 36.31145 | warppsnr: 30.68005 | bpp: 0.18002 | bpp_feature: 0.09203 | bpp_z: 0.00350 | bpp_mv: 0.08449 | interpsnr: 31.39
- 2023-02-11 02:49:23,282 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:49:23,284 - INFO] Train epoch 4, global_step 92323: [8100/19980 (41%)] rd_loss: 0.605 | psnr: 36.18860 | warppsnr: 30.54317 | bpp: 0.18417 | bpp_feature: 0.09427 | bpp_z: 0.00354 | bpp_mv: 0.08635 | interpsnr: 31.33
- 2023-02-11 02:54:19,532 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:54:19,541 - INFO] Train epoch 4, global_step 92423: [8200/19980 (41%)] rd_loss: 0.571 | psnr: 36.37962 | warppsnr: 30.90422 | bpp: 0.17389 | bpp_feature: 0.08822 | bpp_z: 0.00346 | bpp_mv: 0.08222 | interpsnr: 31.84
- 2023-02-11 02:59:15,846 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 02:59:15,863 - INFO] Train epoch 4, global_step 92523: [8300/19980 (42%)] rd_loss: 0.609 | psnr: 36.05355 | warppsnr: 30.66203 | bpp: 0.18190 | bpp_feature: 0.09336 | bpp_z: 0.00353 | bpp_mv: 0.08500 | interpsnr: 31.49
- 2023-02-11 03:04:13,813 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:04:13,827 - INFO] Train epoch 4, global_step 92623: [8400/19980 (42%)] rd_loss: 0.599 | psnr: 36.02492 | warppsnr: 30.83227 | bpp: 0.18167 | bpp_feature: 0.09316 | bpp_z: 0.00355 | bpp_mv: 0.08496 | interpsnr: 31.66
- 2023-02-11 03:09:08,324 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:09:08,341 - INFO] Train epoch 4, global_step 92723: [8500/19980 (43%)] rd_loss: 0.534 | psnr: 36.69523 | warppsnr: 31.38391 | bpp: 0.17208 | bpp_feature: 0.08478 | bpp_z: 0.00344 | bpp_mv: 0.08386 | interpsnr: 32.30
- 2023-02-11 03:13:54,313 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:13:54,323 - INFO] Train epoch 4, global_step 92823: [8600/19980 (43%)] rd_loss: 0.629 | psnr: 36.08624 | warppsnr: 30.15365 | bpp: 0.18602 | bpp_feature: 0.09618 | bpp_z: 0.00355 | bpp_mv: 0.08629 | interpsnr: 31.01
- 2023-02-11 03:18:42,329 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:18:42,335 - INFO] Train epoch 4, global_step 92923: [8700/19980 (44%)] rd_loss: 0.612 | psnr: 36.02144 | warppsnr: 30.54930 | bpp: 0.18426 | bpp_feature: 0.09436 | bpp_z: 0.00352 | bpp_mv: 0.08637 | interpsnr: 31.29
- 2023-02-11 03:23:30,573 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:23:30,575 - INFO] Train epoch 4, global_step 93023: [8800/19980 (44%)] rd_loss: 0.541 | psnr: 36.78094 | warppsnr: 31.03606 | bpp: 0.16984 | bpp_feature: 0.08518 | bpp_z: 0.00347 | bpp_mv: 0.08119 | interpsnr: 31.87
- 2023-02-11 03:28:28,937 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:28:28,939 - INFO] Train epoch 4, global_step 93123: [8900/19980 (45%)] rd_loss: 0.554 | psnr: 36.61913 | warppsnr: 30.97047 | bpp: 0.17361 | bpp_feature: 0.08843 | bpp_z: 0.00346 | bpp_mv: 0.08172 | interpsnr: 31.80
- 2023-02-11 03:33:25,275 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:33:25,277 - INFO] Train epoch 4, global_step 93223: [9000/19980 (45%)] rd_loss: 0.635 | psnr: 35.64600 | warppsnr: 30.47199 | bpp: 0.18242 | bpp_feature: 0.09404 | bpp_z: 0.00353 | bpp_mv: 0.08485 | interpsnr: 31.42
- 2023-02-11 03:38:22,157 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:38:22,159 - INFO] Train epoch 4, global_step 93323: [9100/19980 (46%)] rd_loss: 0.620 | psnr: 36.15508 | warppsnr: 30.30935 | bpp: 0.18637 | bpp_feature: 0.09378 | bpp_z: 0.00351 | bpp_mv: 0.08907 | interpsnr: 31.31
- 2023-02-11 03:43:19,431 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:43:19,433 - INFO] Train epoch 4, global_step 93423: [9200/19980 (46%)] rd_loss: 0.591 | psnr: 36.20440 | warppsnr: 30.74216 | bpp: 0.17867 | bpp_feature: 0.08907 | bpp_z: 0.00351 | bpp_mv: 0.08609 | interpsnr: 31.72
- 2023-02-11 03:48:15,760 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:48:15,774 - INFO] Train epoch 4, global_step 93523: [9300/19980 (47%)] rd_loss: 0.523 | psnr: 36.85182 | warppsnr: 31.68030 | bpp: 0.17205 | bpp_feature: 0.08661 | bpp_z: 0.00341 | bpp_mv: 0.08203 | interpsnr: 32.61
- 2023-02-11 03:52:59,698 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:52:59,700 - INFO] Train epoch 4, global_step 93623: [9400/19980 (47%)] rd_loss: 0.541 | psnr: 36.76401 | warppsnr: 31.27973 | bpp: 0.17431 | bpp_feature: 0.08498 | bpp_z: 0.00351 | bpp_mv: 0.08582 | interpsnr: 32.14
- 2023-02-11 03:57:46,077 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 03:57:46,079 - INFO] Train epoch 4, global_step 93723: [9500/19980 (48%)] rd_loss: 0.590 | psnr: 36.30873 | warppsnr: 30.62551 | bpp: 0.17706 | bpp_feature: 0.09156 | bpp_z: 0.00354 | bpp_mv: 0.08196 | interpsnr: 31.48
- 2023-02-11 04:02:32,484 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:02:32,491 - INFO] Train epoch 4, global_step 93823: [9600/19980 (48%)] rd_loss: 0.600 | psnr: 36.09513 | warppsnr: 30.57163 | bpp: 0.17802 | bpp_feature: 0.09029 | bpp_z: 0.00348 | bpp_mv: 0.08425 | interpsnr: 31.58
- 2023-02-11 04:07:27,757 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:07:27,759 - INFO] Train epoch 4, global_step 93923: [9700/19980 (49%)] rd_loss: 0.581 | psnr: 36.16902 | warppsnr: 30.93376 | bpp: 0.17910 | bpp_feature: 0.09211 | bpp_z: 0.00349 | bpp_mv: 0.08350 | interpsnr: 31.88
- 2023-02-11 04:12:23,577 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:12:23,585 - INFO] Train epoch 4, global_step 94023: [9800/19980 (49%)] rd_loss: 0.569 | psnr: 36.29196 | warppsnr: 31.03392 | bpp: 0.17392 | bpp_feature: 0.08977 | bpp_z: 0.00352 | bpp_mv: 0.08064 | interpsnr: 31.96
- 2023-02-11 04:17:17,425 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:17:17,427 - INFO] Train epoch 4, global_step 94123: [9900/19980 (50%)] rd_loss: 0.634 | psnr: 35.73941 | warppsnr: 30.37054 | bpp: 0.18666 | bpp_feature: 0.09592 | bpp_z: 0.00352 | bpp_mv: 0.08722 | interpsnr: 31.30
- 2023-02-11 04:22:12,262 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:22:12,264 - INFO] Train epoch 4, global_step 94223: [10000/19980 (50%)] rd_loss: 0.608 | psnr: 36.19515 | warppsnr: 30.80172 | bpp: 0.17802 | bpp_feature: 0.08910 | bpp_z: 0.00349 | bpp_mv: 0.08544 | interpsnr: 31.67
- 2023-02-11 04:27:05,983 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:27:05,986 - INFO] Train epoch 4, global_step 94323: [10100/19980 (51%)] rd_loss: 0.562 | psnr: 36.49993 | warppsnr: 31.12012 | bpp: 0.18217 | bpp_feature: 0.08965 | bpp_z: 0.00348 | bpp_mv: 0.08904 | interpsnr: 32.07
- 2023-02-11 04:31:52,390 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:31:52,392 - INFO] Train epoch 4, global_step 94423: [10200/19980 (51%)] rd_loss: 0.560 | psnr: 36.44604 | warppsnr: 31.10741 | bpp: 0.17484 | bpp_feature: 0.09002 | bpp_z: 0.00347 | bpp_mv: 0.08134 | interpsnr: 31.95
- 2023-02-11 04:36:37,323 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:36:37,325 - INFO] Train epoch 4, global_step 94523: [10300/19980 (52%)] rd_loss: 0.600 | psnr: 36.18990 | warppsnr: 30.34353 | bpp: 0.17697 | bpp_feature: 0.09000 | bpp_z: 0.00349 | bpp_mv: 0.08348 | interpsnr: 31.45
- 2023-02-11 04:41:22,919 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:41:22,921 - INFO] Train epoch 4, global_step 94623: [10400/19980 (52%)] rd_loss: 0.515 | psnr: 36.89163 | warppsnr: 31.49929 | bpp: 0.16853 | bpp_feature: 0.08453 | bpp_z: 0.00341 | bpp_mv: 0.08059 | interpsnr: 32.38
- 2023-02-11 04:46:19,271 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:46:19,272 - INFO] Train epoch 4, global_step 94723: [10500/19980 (53%)] rd_loss: 0.590 | psnr: 36.27276 | warppsnr: 30.78050 | bpp: 0.18490 | bpp_feature: 0.09533 | bpp_z: 0.00352 | bpp_mv: 0.08606 | interpsnr: 31.74
- 2023-02-11 04:51:14,671 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:51:14,672 - INFO] Train epoch 4, global_step 94823: [10600/19980 (53%)] rd_loss: 0.584 | psnr: 36.23665 | warppsnr: 30.77827 | bpp: 0.17634 | bpp_feature: 0.09045 | bpp_z: 0.00354 | bpp_mv: 0.08236 | interpsnr: 31.77
- 2023-02-11 04:56:11,239 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 04:56:11,250 - INFO] Train epoch 4, global_step 94923: [10700/19980 (54%)] rd_loss: 0.662 | psnr: 35.76434 | warppsnr: 29.83677 | bpp: 0.18448 | bpp_feature: 0.09628 | bpp_z: 0.00357 | bpp_mv: 0.08463 | interpsnr: 30.83
- 2023-02-11 05:01:05,113 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:01:05,115 - INFO] Train epoch 4, global_step 95023: [10800/19980 (54%)] rd_loss: 0.752 | psnr: 35.67714 | warppsnr: 30.03094 | bpp: 0.18379 | bpp_feature: 0.09530 | bpp_z: 0.00346 | bpp_mv: 0.08503 | interpsnr: 30.73
- 2023-02-11 05:06:01,532 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:06:01,543 - INFO] Train epoch 4, global_step 95123: [10900/19980 (55%)] rd_loss: 0.555 | psnr: 36.39072 | warppsnr: 31.36762 | bpp: 0.17330 | bpp_feature: 0.08794 | bpp_z: 0.00349 | bpp_mv: 0.08187 | interpsnr: 32.15
- 2023-02-11 05:10:50,975 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:10:50,977 - INFO] Train epoch 4, global_step 95223: [11000/19980 (55%)] rd_loss: 0.599 | psnr: 36.16449 | warppsnr: 30.82577 | bpp: 0.17682 | bpp_feature: 0.08985 | bpp_z: 0.00349 | bpp_mv: 0.08347 | interpsnr: 31.74
- 2023-02-11 05:15:35,155 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:15:35,157 - INFO] Train epoch 4, global_step 95323: [11100/19980 (56%)] rd_loss: 0.680 | psnr: 35.62538 | warppsnr: 29.90638 | bpp: 0.18492 | bpp_feature: 0.09561 | bpp_z: 0.00350 | bpp_mv: 0.08582 | interpsnr: 30.79
- 2023-02-11 05:20:20,455 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:20:20,457 - INFO] Train epoch 4, global_step 95423: [11200/19980 (56%)] rd_loss: 0.644 | psnr: 35.55627 | warppsnr: 30.54642 | bpp: 0.18542 | bpp_feature: 0.09724 | bpp_z: 0.00356 | bpp_mv: 0.08462 | interpsnr: 31.43
- 2023-02-11 05:25:16,707 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:25:16,709 - INFO] Train epoch 4, global_step 95523: [11300/19980 (57%)] rd_loss: 0.590 | psnr: 36.10768 | warppsnr: 30.86223 | bpp: 0.17815 | bpp_feature: 0.09128 | bpp_z: 0.00347 | bpp_mv: 0.08340 | interpsnr: 31.79
- 2023-02-11 05:30:13,201 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:30:13,229 - INFO] Train epoch 4, global_step 95623: [11400/19980 (57%)] rd_loss: 0.631 | psnr: 35.77738 | warppsnr: 30.38121 | bpp: 0.18062 | bpp_feature: 0.09313 | bpp_z: 0.00361 | bpp_mv: 0.08387 | interpsnr: 31.20
- 2023-02-11 05:35:10,867 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:35:10,869 - INFO] Train epoch 4, global_step 95723: [11500/19980 (58%)] rd_loss: 0.636 | psnr: 35.61193 | warppsnr: 30.57963 | bpp: 0.18220 | bpp_feature: 0.09501 | bpp_z: 0.00353 | bpp_mv: 0.08366 | interpsnr: 31.44
- 2023-02-11 05:40:03,215 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:40:03,223 - INFO] Train epoch 4, global_step 95823: [11600/19980 (58%)] rd_loss: 0.646 | psnr: 35.65992 | warppsnr: 30.31347 | bpp: 0.18489 | bpp_feature: 0.09558 | bpp_z: 0.00358 | bpp_mv: 0.08573 | interpsnr: 31.17
- 2023-02-11 05:44:52,918 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:44:52,926 - INFO] Train epoch 4, global_step 95923: [11700/19980 (59%)] rd_loss: 0.529 | psnr: 36.69011 | warppsnr: 31.36516 | bpp: 0.17072 | bpp_feature: 0.08599 | bpp_z: 0.00349 | bpp_mv: 0.08124 | interpsnr: 32.29
- 2023-02-11 05:49:42,038 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:49:42,047 - INFO] Train epoch 4, global_step 96023: [11800/19980 (59%)] rd_loss: 0.529 | psnr: 36.71384 | warppsnr: 31.43966 | bpp: 0.17083 | bpp_feature: 0.08580 | bpp_z: 0.00345 | bpp_mv: 0.08157 | interpsnr: 32.37
- 2023-02-11 05:54:28,984 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:54:28,993 - INFO] Train epoch 4, global_step 96123: [11900/19980 (60%)] rd_loss: 0.586 | psnr: 36.00172 | warppsnr: 31.04779 | bpp: 0.17479 | bpp_feature: 0.08954 | bpp_z: 0.00348 | bpp_mv: 0.08177 | interpsnr: 31.85
- 2023-02-11 05:59:49,183 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 05:59:49,189 - INFO] Train epoch 4, global_step 96223: [12000/19980 (60%)] rd_loss: 0.507 | psnr: 37.15077 | warppsnr: 31.42613 | bpp: 0.17022 | bpp_feature: 0.08344 | bpp_z: 0.00346 | bpp_mv: 0.08332 | interpsnr: 32.42
- 2023-02-11 06:04:39,129 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:04:39,131 - INFO] Train epoch 4, global_step 96323: [12100/19980 (61%)] rd_loss: 0.690 | psnr: 35.37374 | warppsnr: 30.20655 | bpp: 0.19009 | bpp_feature: 0.09979 | bpp_z: 0.00345 | bpp_mv: 0.08684 | interpsnr: 30.90
- 2023-02-11 06:09:28,619 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:09:28,621 - INFO] Train epoch 4, global_step 96423: [12200/19980 (61%)] rd_loss: 0.535 | psnr: 36.77520 | warppsnr: 31.35016 | bpp: 0.17742 | bpp_feature: 0.08807 | bpp_z: 0.00349 | bpp_mv: 0.08587 | interpsnr: 32.23
- 2023-02-11 06:14:18,335 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:14:18,336 - INFO] Train epoch 4, global_step 96523: [12300/19980 (62%)] rd_loss: 0.572 | psnr: 36.37846 | warppsnr: 30.85060 | bpp: 0.17717 | bpp_feature: 0.09061 | bpp_z: 0.00351 | bpp_mv: 0.08305 | interpsnr: 31.70
- 2023-02-11 06:19:06,671 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:19:06,672 - INFO] Train epoch 4, global_step 96623: [12400/19980 (62%)] rd_loss: 0.549 | psnr: 36.53747 | warppsnr: 31.26406 | bpp: 0.17333 | bpp_feature: 0.08750 | bpp_z: 0.00346 | bpp_mv: 0.08238 | interpsnr: 32.15
- 2023-02-11 06:23:54,021 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:23:54,023 - INFO] Train epoch 4, global_step 96723: [12500/19980 (63%)] rd_loss: 0.569 | psnr: 36.41806 | warppsnr: 30.85109 | bpp: 0.18015 | bpp_feature: 0.09191 | bpp_z: 0.00352 | bpp_mv: 0.08472 | interpsnr: 31.83
- 2023-02-11 06:28:40,213 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:28:40,215 - INFO] Train epoch 4, global_step 96823: [12600/19980 (63%)] rd_loss: 0.598 | psnr: 35.98045 | warppsnr: 30.78589 | bpp: 0.17572 | bpp_feature: 0.08972 | bpp_z: 0.00350 | bpp_mv: 0.08250 | interpsnr: 31.63
- 2023-02-11 06:33:23,507 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:33:23,509 - INFO] Train epoch 4, global_step 96923: [12700/19980 (64%)] rd_loss: 0.652 | psnr: 35.85142 | warppsnr: 30.13186 | bpp: 0.18443 | bpp_feature: 0.09216 | bpp_z: 0.00356 | bpp_mv: 0.08871 | interpsnr: 30.99
- 2023-02-11 06:38:08,293 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:38:08,294 - INFO] Train epoch 4, global_step 97023: [12800/19980 (64%)] rd_loss: 0.574 | psnr: 36.27528 | warppsnr: 30.95864 | bpp: 0.17703 | bpp_feature: 0.09039 | bpp_z: 0.00349 | bpp_mv: 0.08315 | interpsnr: 31.78
- 2023-02-11 06:42:55,268 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:42:55,270 - INFO] Train epoch 4, global_step 97123: [12900/19980 (65%)] rd_loss: 0.587 | psnr: 36.16983 | warppsnr: 30.74877 | bpp: 0.17414 | bpp_feature: 0.08821 | bpp_z: 0.00348 | bpp_mv: 0.08244 | interpsnr: 31.75
- 2023-02-11 06:47:43,478 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:47:43,480 - INFO] Train epoch 4, global_step 97223: [13000/19980 (65%)] rd_loss: 0.611 | psnr: 36.13895 | warppsnr: 30.45940 | bpp: 0.18624 | bpp_feature: 0.09420 | bpp_z: 0.00354 | bpp_mv: 0.08850 | interpsnr: 31.29
- 2023-02-11 06:52:32,574 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:52:32,576 - INFO] Train epoch 4, global_step 97323: [13100/19980 (66%)] rd_loss: 0.602 | psnr: 36.24767 | warppsnr: 30.65078 | bpp: 0.18958 | bpp_feature: 0.09662 | bpp_z: 0.00354 | bpp_mv: 0.08942 | interpsnr: 31.48
- 2023-02-11 06:57:20,230 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 06:57:20,232 - INFO] Train epoch 4, global_step 97423: [13200/19980 (66%)] rd_loss: 0.602 | psnr: 36.32638 | warppsnr: 30.50804 | bpp: 0.17345 | bpp_feature: 0.08862 | bpp_z: 0.00353 | bpp_mv: 0.08130 | interpsnr: 31.42
- 2023-02-11 07:02:11,980 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:02:11,981 - INFO] Train epoch 4, global_step 97523: [13300/19980 (67%)] rd_loss: 0.525 | psnr: 36.78470 | warppsnr: 31.55184 | bpp: 0.16923 | bpp_feature: 0.08526 | bpp_z: 0.00342 | bpp_mv: 0.08054 | interpsnr: 32.42
- 2023-02-11 07:07:01,259 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:07:01,268 - INFO] Train epoch 4, global_step 97623: [13400/19980 (67%)] rd_loss: 0.544 | psnr: 36.61236 | warppsnr: 31.25119 | bpp: 0.17060 | bpp_feature: 0.08601 | bpp_z: 0.00342 | bpp_mv: 0.08117 | interpsnr: 32.15
- 2023-02-11 07:11:51,344 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:11:51,346 - INFO] Train epoch 4, global_step 97723: [13500/19980 (68%)] rd_loss: 0.524 | psnr: 36.95882 | warppsnr: 31.28918 | bpp: 0.17411 | bpp_feature: 0.08557 | bpp_z: 0.00346 | bpp_mv: 0.08508 | interpsnr: 32.18
- 2023-02-11 07:16:37,737 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:16:37,739 - INFO] Train epoch 4, global_step 97823: [13600/19980 (68%)] rd_loss: 0.553 | psnr: 36.39131 | warppsnr: 31.08859 | bpp: 0.16827 | bpp_feature: 0.08515 | bpp_z: 0.00346 | bpp_mv: 0.07966 | interpsnr: 32.10
- 2023-02-11 07:21:25,605 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:21:25,607 - INFO] Train epoch 4, global_step 97923: [13700/19980 (69%)] rd_loss: 0.647 | psnr: 35.80291 | warppsnr: 30.36432 | bpp: 0.18438 | bpp_feature: 0.09448 | bpp_z: 0.00345 | bpp_mv: 0.08644 | interpsnr: 31.30
- 2023-02-11 07:26:16,621 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:26:16,623 - INFO] Train epoch 4, global_step 98023: [13800/19980 (69%)] rd_loss: 0.540 | psnr: 36.80091 | warppsnr: 31.01720 | bpp: 0.17397 | bpp_feature: 0.08683 | bpp_z: 0.00341 | bpp_mv: 0.08372 | interpsnr: 31.97
- 2023-02-11 07:31:07,995 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:31:07,997 - INFO] Train epoch 4, global_step 98123: [13900/19980 (70%)] rd_loss: 0.526 | psnr: 36.55275 | warppsnr: 31.62903 | bpp: 0.16788 | bpp_feature: 0.08426 | bpp_z: 0.00343 | bpp_mv: 0.08018 | interpsnr: 32.44
- 2023-02-11 07:36:00,711 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:36:00,713 - INFO] Train epoch 4, global_step 98223: [14000/19980 (70%)] rd_loss: 0.647 | psnr: 35.85730 | warppsnr: 30.03045 | bpp: 0.18043 | bpp_feature: 0.09309 | bpp_z: 0.00351 | bpp_mv: 0.08383 | interpsnr: 30.93
- 2023-02-11 07:40:52,478 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:40:52,480 - INFO] Train epoch 4, global_step 98323: [14100/19980 (71%)] rd_loss: 0.575 | psnr: 36.33945 | warppsnr: 30.80909 | bpp: 0.17031 | bpp_feature: 0.08694 | bpp_z: 0.00348 | bpp_mv: 0.07989 | interpsnr: 31.73
- 2023-02-11 07:45:44,489 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:45:44,490 - INFO] Train epoch 4, global_step 98423: [14200/19980 (71%)] rd_loss: 0.613 | psnr: 36.12696 | warppsnr: 30.37760 | bpp: 0.18173 | bpp_feature: 0.09190 | bpp_z: 0.00348 | bpp_mv: 0.08635 | interpsnr: 31.37
- 2023-02-11 07:50:33,720 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:50:33,722 - INFO] Train epoch 4, global_step 98523: [14300/19980 (72%)] rd_loss: 0.618 | psnr: 35.97436 | warppsnr: 30.50710 | bpp: 0.18254 | bpp_feature: 0.09165 | bpp_z: 0.00350 | bpp_mv: 0.08739 | interpsnr: 31.43
- 2023-02-11 07:55:21,178 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 07:55:21,188 - INFO] Train epoch 4, global_step 98623: [14400/19980 (72%)] rd_loss: 0.544 | psnr: 36.65121 | warppsnr: 31.16245 | bpp: 0.17522 | bpp_feature: 0.08943 | bpp_z: 0.00351 | bpp_mv: 0.08229 | interpsnr: 32.03
- 2023-02-11 08:00:08,748 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:00:08,749 - INFO] Train epoch 4, global_step 98723: [14500/19980 (73%)] rd_loss: 0.535 | psnr: 36.85035 | warppsnr: 31.03872 | bpp: 0.17258 | bpp_feature: 0.08643 | bpp_z: 0.00351 | bpp_mv: 0.08264 | interpsnr: 32.06
- 2023-02-11 08:04:58,063 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:04:58,065 - INFO] Train epoch 4, global_step 98823: [14600/19980 (73%)] rd_loss: 0.590 | psnr: 36.10084 | warppsnr: 30.74452 | bpp: 0.17243 | bpp_feature: 0.08807 | bpp_z: 0.00349 | bpp_mv: 0.08087 | interpsnr: 31.67
- 2023-02-11 08:09:47,701 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:09:47,703 - INFO] Train epoch 4, global_step 98923: [14700/19980 (74%)] rd_loss: 0.555 | psnr: 36.49296 | warppsnr: 31.26583 | bpp: 0.17171 | bpp_feature: 0.08751 | bpp_z: 0.00346 | bpp_mv: 0.08075 | interpsnr: 32.14
- 2023-02-11 08:14:37,034 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:14:37,036 - INFO] Train epoch 4, global_step 99023: [14800/19980 (74%)] rd_loss: 0.561 | psnr: 36.38301 | warppsnr: 31.16016 | bpp: 0.17382 | bpp_feature: 0.08916 | bpp_z: 0.00352 | bpp_mv: 0.08114 | interpsnr: 31.96
- 2023-02-11 08:19:25,405 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:19:25,407 - INFO] Train epoch 4, global_step 99123: [14900/19980 (75%)] rd_loss: 0.588 | psnr: 36.30932 | warppsnr: 30.65631 | bpp: 0.17723 | bpp_feature: 0.09101 | bpp_z: 0.00348 | bpp_mv: 0.08274 | interpsnr: 31.49
- 2023-02-11 08:24:13,584 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:24:13,591 - INFO] Train epoch 4, global_step 99223: [15000/19980 (75%)] rd_loss: 0.550 | psnr: 36.65126 | warppsnr: 30.98918 | bpp: 0.17513 | bpp_feature: 0.08705 | bpp_z: 0.00346 | bpp_mv: 0.08462 | interpsnr: 32.05
- 2023-02-11 08:29:00,142 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:29:00,144 - INFO] Train epoch 4, global_step 99323: [15100/19980 (76%)] rd_loss: 0.650 | psnr: 35.66853 | warppsnr: 30.25942 | bpp: 0.18099 | bpp_feature: 0.09497 | bpp_z: 0.00351 | bpp_mv: 0.08252 | interpsnr: 31.15
- 2023-02-11 08:33:46,509 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:33:46,511 - INFO] Train epoch 4, global_step 99423: [15200/19980 (76%)] rd_loss: 0.593 | psnr: 36.10643 | warppsnr: 30.82249 | bpp: 0.18109 | bpp_feature: 0.09254 | bpp_z: 0.00353 | bpp_mv: 0.08502 | interpsnr: 31.79
- 2023-02-11 08:38:35,102 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:38:35,104 - INFO] Train epoch 4, global_step 99523: [15300/19980 (77%)] rd_loss: 0.566 | psnr: 36.52125 | warppsnr: 30.75997 | bpp: 0.17790 | bpp_feature: 0.08923 | bpp_z: 0.00352 | bpp_mv: 0.08515 | interpsnr: 31.69
- 2023-02-11 08:43:25,513 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:43:25,515 - INFO] Train epoch 4, global_step 99623: [15400/19980 (77%)] rd_loss: 0.574 | psnr: 36.34091 | warppsnr: 30.78959 | bpp: 0.17506 | bpp_feature: 0.08882 | bpp_z: 0.00350 | bpp_mv: 0.08273 | interpsnr: 31.69
- 2023-02-11 08:48:16,222 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:48:16,224 - INFO] Train epoch 4, global_step 99723: [15500/19980 (78%)] rd_loss: 0.523 | psnr: 36.92662 | warppsnr: 31.40308 | bpp: 0.16742 | bpp_feature: 0.08393 | bpp_z: 0.00345 | bpp_mv: 0.08005 | interpsnr: 32.16
- 2023-02-11 08:53:08,046 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:53:08,048 - INFO] Train epoch 4, global_step 99823: [15600/19980 (78%)] rd_loss: 0.555 | psnr: 36.65285 | warppsnr: 30.97796 | bpp: 0.17478 | bpp_feature: 0.08835 | bpp_z: 0.00347 | bpp_mv: 0.08296 | interpsnr: 31.86
- 2023-02-11 08:57:58,052 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 08:57:58,059 - INFO] Train epoch 4, global_step 99923: [15700/19980 (79%)] rd_loss: 0.578 | psnr: 36.31641 | warppsnr: 30.86519 | bpp: 0.17328 | bpp_feature: 0.08776 | bpp_z: 0.00349 | bpp_mv: 0.08203 | interpsnr: 31.80
- 2023-02-11 09:02:47,170 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:02:47,172 - INFO] Train epoch 4, global_step 100023: [15800/19980 (79%)] rd_loss: 0.531 | psnr: 36.83647 | warppsnr: 31.10605 | bpp: 0.17250 | bpp_feature: 0.08519 | bpp_z: 0.00345 | bpp_mv: 0.08386 | interpsnr: 32.10
- 2023-02-11 09:07:33,644 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:07:33,645 - INFO] Train epoch 4, global_step 100123: [15900/19980 (80%)] rd_loss: 0.627 | psnr: 35.74758 | warppsnr: 30.60715 | bpp: 0.17808 | bpp_feature: 0.09236 | bpp_z: 0.00348 | bpp_mv: 0.08224 | interpsnr: 31.52
- 2023-02-11 09:12:20,848 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:12:20,850 - INFO] Train epoch 4, global_step 100223: [16000/19980 (80%)] rd_loss: 0.578 | psnr: 36.10102 | warppsnr: 30.98962 | bpp: 0.17397 | bpp_feature: 0.08906 | bpp_z: 0.00351 | bpp_mv: 0.08141 | interpsnr: 31.87
- 2023-02-11 09:17:09,799 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:17:09,809 - INFO] Train epoch 4, global_step 100323: [16100/19980 (81%)] rd_loss: 0.582 | psnr: 36.19610 | warppsnr: 30.96786 | bpp: 0.17984 | bpp_feature: 0.09429 | bpp_z: 0.00347 | bpp_mv: 0.08207 | interpsnr: 31.71
- 2023-02-11 09:22:00,868 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:22:00,882 - INFO] Train epoch 4, global_step 100423: [16200/19980 (81%)] rd_loss: 0.648 | psnr: 35.60393 | warppsnr: 30.41313 | bpp: 0.18226 | bpp_feature: 0.09554 | bpp_z: 0.00353 | bpp_mv: 0.08319 | interpsnr: 31.19
- 2023-02-11 09:26:52,574 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:26:52,588 - INFO] Train epoch 4, global_step 100523: [16300/19980 (82%)] rd_loss: 0.553 | psnr: 36.69825 | warppsnr: 31.02609 | bpp: 0.17431 | bpp_feature: 0.08855 | bpp_z: 0.00344 | bpp_mv: 0.08232 | interpsnr: 31.85
- 2023-02-11 09:31:42,257 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:31:42,272 - INFO] Train epoch 4, global_step 100623: [16400/19980 (82%)] rd_loss: 0.569 | psnr: 36.23642 | warppsnr: 30.96803 | bpp: 0.17100 | bpp_feature: 0.08756 | bpp_z: 0.00351 | bpp_mv: 0.07992 | interpsnr: 31.77
- 2023-02-11 09:36:31,124 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:36:31,140 - INFO] Train epoch 4, global_step 100723: [16500/19980 (83%)] rd_loss: 0.547 | psnr: 36.72697 | warppsnr: 31.02329 | bpp: 0.17891 | bpp_feature: 0.08984 | bpp_z: 0.00350 | bpp_mv: 0.08556 | interpsnr: 31.91
- 2023-02-11 09:41:22,127 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:41:22,144 - INFO] Train epoch 4, global_step 100823: [16600/19980 (83%)] rd_loss: 0.544 | psnr: 36.61273 | warppsnr: 31.17593 | bpp: 0.17112 | bpp_feature: 0.08742 | bpp_z: 0.00349 | bpp_mv: 0.08020 | interpsnr: 32.06
- 2023-02-11 09:46:11,036 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:46:11,038 - INFO] Train epoch 4, global_step 100923: [16700/19980 (84%)] rd_loss: 0.554 | psnr: 36.87297 | warppsnr: 30.74845 | bpp: 0.17122 | bpp_feature: 0.08680 | bpp_z: 0.00349 | bpp_mv: 0.08093 | interpsnr: 31.71
- 2023-02-11 09:50:59,985 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:50:59,987 - INFO] Train epoch 4, global_step 101023: [16800/19980 (84%)] rd_loss: 0.552 | psnr: 36.54285 | warppsnr: 31.04993 | bpp: 0.16890 | bpp_feature: 0.08647 | bpp_z: 0.00346 | bpp_mv: 0.07897 | interpsnr: 31.85
- 2023-02-11 09:55:48,097 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 09:55:48,098 - INFO] Train epoch 4, global_step 101123: [16900/19980 (85%)] rd_loss: 0.601 | psnr: 36.25902 | warppsnr: 30.69170 | bpp: 0.17900 | bpp_feature: 0.09324 | bpp_z: 0.00345 | bpp_mv: 0.08232 | interpsnr: 31.57
- 2023-02-11 10:00:37,075 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:00:37,077 - INFO] Train epoch 4, global_step 101223: [17000/19980 (85%)] rd_loss: 0.649 | psnr: 35.74099 | warppsnr: 30.19959 | bpp: 0.18329 | bpp_feature: 0.09505 | bpp_z: 0.00357 | bpp_mv: 0.08467 | interpsnr: 31.05
- 2023-02-11 10:05:28,756 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:05:28,758 - INFO] Train epoch 4, global_step 101323: [17100/19980 (86%)] rd_loss: 0.646 | psnr: 35.72209 | warppsnr: 30.25216 | bpp: 0.18656 | bpp_feature: 0.09758 | bpp_z: 0.00353 | bpp_mv: 0.08545 | interpsnr: 31.08
- 2023-02-11 10:10:18,066 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:10:18,068 - INFO] Train epoch 4, global_step 101423: [17200/19980 (86%)] rd_loss: 0.593 | psnr: 36.23793 | warppsnr: 30.70955 | bpp: 0.18016 | bpp_feature: 0.09180 | bpp_z: 0.00349 | bpp_mv: 0.08488 | interpsnr: 31.57
- 2023-02-11 10:15:06,594 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:15:06,596 - INFO] Train epoch 4, global_step 101523: [17300/19980 (87%)] rd_loss: 0.614 | psnr: 36.00150 | warppsnr: 30.26877 | bpp: 0.17865 | bpp_feature: 0.09364 | bpp_z: 0.00354 | bpp_mv: 0.08148 | interpsnr: 31.29
- 2023-02-11 10:19:53,456 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:19:53,466 - INFO] Train epoch 4, global_step 101623: [17400/19980 (87%)] rd_loss: 0.597 | psnr: 36.03447 | warppsnr: 30.67069 | bpp: 0.17449 | bpp_feature: 0.09028 | bpp_z: 0.00356 | bpp_mv: 0.08065 | interpsnr: 31.44
- 2023-02-11 10:24:42,894 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:24:42,911 - INFO] Train epoch 4, global_step 101723: [17500/19980 (88%)] rd_loss: 0.530 | psnr: 36.74969 | warppsnr: 31.40207 | bpp: 0.17244 | bpp_feature: 0.08919 | bpp_z: 0.00350 | bpp_mv: 0.07975 | interpsnr: 32.25
- 2023-02-11 10:29:29,960 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:29:29,968 - INFO] Train epoch 4, global_step 101823: [17600/19980 (88%)] rd_loss: 0.548 | psnr: 36.69376 | warppsnr: 31.07799 | bpp: 0.17593 | bpp_feature: 0.08843 | bpp_z: 0.00350 | bpp_mv: 0.08400 | interpsnr: 32.04
- 2023-02-11 10:34:15,669 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:34:15,684 - INFO] Train epoch 4, global_step 101923: [17700/19980 (89%)] rd_loss: 0.578 | psnr: 36.34792 | warppsnr: 30.72423 | bpp: 0.17570 | bpp_feature: 0.09000 | bpp_z: 0.00356 | bpp_mv: 0.08214 | interpsnr: 31.77
- 2023-02-11 10:39:01,853 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:39:01,868 - INFO] Train epoch 4, global_step 102023: [17800/19980 (89%)] rd_loss: 0.565 | psnr: 36.49938 | warppsnr: 30.95661 | bpp: 0.17789 | bpp_feature: 0.08939 | bpp_z: 0.00345 | bpp_mv: 0.08505 | interpsnr: 31.84
- 2023-02-11 10:43:51,212 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:43:51,223 - INFO] Train epoch 4, global_step 102123: [17900/19980 (90%)] rd_loss: 0.642 | psnr: 35.73070 | warppsnr: 30.11971 | bpp: 0.18144 | bpp_feature: 0.09261 | bpp_z: 0.00352 | bpp_mv: 0.08531 | interpsnr: 31.03
- 2023-02-11 10:48:38,822 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:48:38,832 - INFO] Train epoch 4, global_step 102223: [18000/19980 (90%)] rd_loss: 0.597 | psnr: 36.02198 | warppsnr: 30.83035 | bpp: 0.17683 | bpp_feature: 0.09098 | bpp_z: 0.00348 | bpp_mv: 0.08238 | interpsnr: 31.68
- 2023-02-11 10:53:28,599 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:53:28,625 - INFO] Train epoch 4, global_step 102323: [18100/19980 (91%)] rd_loss: 0.567 | psnr: 36.35387 | warppsnr: 30.89881 | bpp: 0.17028 | bpp_feature: 0.08651 | bpp_z: 0.00350 | bpp_mv: 0.08027 | interpsnr: 31.84
- 2023-02-11 10:58:16,933 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 10:58:16,959 - INFO] Train epoch 4, global_step 102423: [18200/19980 (91%)] rd_loss: 0.572 | psnr: 36.44287 | warppsnr: 30.90130 | bpp: 0.17856 | bpp_feature: 0.09222 | bpp_z: 0.00352 | bpp_mv: 0.08282 | interpsnr: 31.83
- 2023-02-11 11:03:04,491 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:03:04,510 - INFO] Train epoch 4, global_step 102523: [18300/19980 (92%)] rd_loss: 0.595 | psnr: 36.07096 | warppsnr: 30.64053 | bpp: 0.17419 | bpp_feature: 0.09049 | bpp_z: 0.00346 | bpp_mv: 0.08023 | interpsnr: 31.60
- 2023-02-11 11:07:50,995 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:07:51,011 - INFO] Train epoch 4, global_step 102623: [18400/19980 (92%)] rd_loss: 0.566 | psnr: 36.61132 | warppsnr: 30.81470 | bpp: 0.17616 | bpp_feature: 0.08869 | bpp_z: 0.00342 | bpp_mv: 0.08405 | interpsnr: 31.80
- 2023-02-11 11:12:38,186 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:12:38,202 - INFO] Train epoch 4, global_step 102723: [18500/19980 (93%)] rd_loss: 0.534 | psnr: 36.69388 | warppsnr: 31.51418 | bpp: 0.17295 | bpp_feature: 0.08762 | bpp_z: 0.00334 | bpp_mv: 0.08198 | interpsnr: 32.08
- 2023-02-11 11:17:27,869 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:17:27,883 - INFO] Train epoch 4, global_step 102823: [18600/19980 (93%)] rd_loss: 0.613 | psnr: 36.09130 | warppsnr: 30.65926 | bpp: 0.18321 | bpp_feature: 0.09316 | bpp_z: 0.00348 | bpp_mv: 0.08656 | interpsnr: 31.36
- 2023-02-11 11:22:21,378 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:22:21,391 - INFO] Train epoch 4, global_step 102923: [18700/19980 (94%)] rd_loss: 0.584 | psnr: 36.06197 | warppsnr: 31.00612 | bpp: 0.17562 | bpp_feature: 0.09133 | bpp_z: 0.00345 | bpp_mv: 0.08084 | interpsnr: 31.82
- 2023-02-11 11:27:14,286 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:27:14,288 - INFO] Train epoch 4, global_step 103023: [18800/19980 (94%)] rd_loss: 0.509 | psnr: 37.03644 | warppsnr: 31.43068 | bpp: 0.16770 | bpp_feature: 0.08289 | bpp_z: 0.00341 | bpp_mv: 0.08139 | interpsnr: 32.44
- 2023-02-11 11:32:07,684 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:32:07,700 - INFO] Train epoch 4, global_step 103123: [18900/19980 (95%)] rd_loss: 0.604 | psnr: 36.00159 | warppsnr: 30.86112 | bpp: 0.17304 | bpp_feature: 0.08742 | bpp_z: 0.00345 | bpp_mv: 0.08217 | interpsnr: 31.60
- 2023-02-11 11:36:58,167 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:36:58,174 - INFO] Train epoch 4, global_step 103223: [19000/19980 (95%)] rd_loss: 0.616 | psnr: 35.94696 | warppsnr: 30.48312 | bpp: 0.17872 | bpp_feature: 0.09017 | bpp_z: 0.00353 | bpp_mv: 0.08502 | interpsnr: 31.39
- 2023-02-11 11:41:49,606 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:41:49,608 - INFO] Train epoch 4, global_step 103323: [19100/19980 (96%)] rd_loss: 0.554 | psnr: 36.32920 | warppsnr: 31.10598 | bpp: 0.16729 | bpp_feature: 0.08516 | bpp_z: 0.00343 | bpp_mv: 0.07870 | interpsnr: 31.94
- 2023-02-11 11:46:39,872 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:46:39,889 - INFO] Train epoch 4, global_step 103423: [19200/19980 (96%)] rd_loss: 0.609 | psnr: 36.03968 | warppsnr: 30.54121 | bpp: 0.17866 | bpp_feature: 0.09241 | bpp_z: 0.00355 | bpp_mv: 0.08269 | interpsnr: 31.35
- 2023-02-11 11:51:28,324 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:51:28,342 - INFO] Train epoch 4, global_step 103523: [19300/19980 (97%)] rd_loss: 0.625 | psnr: 36.04766 | warppsnr: 30.23123 | bpp: 0.18159 | bpp_feature: 0.09275 | bpp_z: 0.00349 | bpp_mv: 0.08535 | interpsnr: 31.11
- 2023-02-11 11:56:18,908 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 11:56:18,921 - INFO] Train epoch 4, global_step 103623: [19400/19980 (97%)] rd_loss: 0.556 | psnr: 36.69454 | warppsnr: 30.86236 | bpp: 0.17377 | bpp_feature: 0.08791 | bpp_z: 0.00351 | bpp_mv: 0.08235 | interpsnr: 31.92
- 2023-02-11 12:01:10,114 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:01:10,144 - INFO] Train epoch 4, global_step 103723: [19500/19980 (98%)] rd_loss: 0.546 | psnr: 36.54960 | warppsnr: 31.09123 | bpp: 0.17229 | bpp_feature: 0.08638 | bpp_z: 0.00346 | bpp_mv: 0.08245 | interpsnr: 32.08
- 2023-02-11 12:06:01,284 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:06:01,292 - INFO] Train epoch 4, global_step 103823: [19600/19980 (98%)] rd_loss: 0.609 | psnr: 36.28704 | warppsnr: 30.22162 | bpp: 0.18249 | bpp_feature: 0.09295 | bpp_z: 0.00354 | bpp_mv: 0.08600 | interpsnr: 31.31
- 2023-02-11 12:10:52,534 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:10:52,536 - INFO] Train epoch 4, global_step 103923: [19700/19980 (99%)] rd_loss: 0.549 | psnr: 36.65589 | warppsnr: 31.05865 | bpp: 0.17421 | bpp_feature: 0.08886 | bpp_z: 0.00351 | bpp_mv: 0.08185 | interpsnr: 32.02
- 2023-02-11 12:15:43,522 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:15:43,531 - INFO] Train epoch 4, global_step 104023: [19800/19980 (99%)] rd_loss: 0.571 | psnr: 36.45559 | warppsnr: 30.85039 | bpp: 0.17710 | bpp_feature: 0.08991 | bpp_z: 0.00352 | bpp_mv: 0.08366 | interpsnr: 31.86
- 2023-02-11 12:20:34,550 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:20:34,563 - INFO] Train epoch 4, global_step 104123: [19900/19980 (100%)] rd_loss: 0.563 | psnr: 36.35699 | warppsnr: 31.06158 | bpp: 0.17361 | bpp_feature: 0.08876 | bpp_z: 0.00344 | bpp_mv: 0.08140 | interpsnr: 31.94
- 2023-02-11 12:23:59,310 - INFO] Train Epoch : 04 Loss: 0.059643 lr:0.0001
- 2023-02-11 12:29:17,754 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:29:17,756 - INFO] Train epoch 5, global_step 104303: [100/19980 (1%)] rd_loss: 0.615 | psnr: 36.27031 | warppsnr: 30.24207 | bpp: 0.18178 | bpp_feature: 0.09117 | bpp_z: 0.00352 | bpp_mv: 0.08709 | interpsnr: 31.16
- 2023-02-11 12:34:06,529 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:34:06,532 - INFO] Train epoch 5, global_step 104403: [200/19980 (1%)] rd_loss: 0.524 | psnr: 36.80571 | warppsnr: 31.36846 | bpp: 0.17185 | bpp_feature: 0.08601 | bpp_z: 0.00346 | bpp_mv: 0.08238 | interpsnr: 32.20
- 2023-02-11 12:38:56,177 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:38:56,179 - INFO] Train epoch 5, global_step 104503: [300/19980 (2%)] rd_loss: 0.620 | psnr: 36.04353 | warppsnr: 30.29719 | bpp: 0.18205 | bpp_feature: 0.09297 | bpp_z: 0.00351 | bpp_mv: 0.08557 | interpsnr: 31.31
- 2023-02-11 12:43:48,168 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:43:48,170 - INFO] Train epoch 5, global_step 104603: [400/19980 (2%)] rd_loss: 0.622 | psnr: 35.84099 | warppsnr: 30.34774 | bpp: 0.17980 | bpp_feature: 0.09238 | bpp_z: 0.00355 | bpp_mv: 0.08388 | interpsnr: 31.23
- 2023-02-11 12:48:38,516 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:48:38,518 - INFO] Train epoch 5, global_step 104703: [500/19980 (3%)] rd_loss: 0.558 | psnr: 36.42878 | warppsnr: 31.06404 | bpp: 0.17215 | bpp_feature: 0.08763 | bpp_z: 0.00350 | bpp_mv: 0.08103 | interpsnr: 31.98
- 2023-02-11 12:53:29,079 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:53:29,093 - INFO] Train epoch 5, global_step 104803: [600/19980 (3%)] rd_loss: 0.538 | psnr: 36.50200 | warppsnr: 31.45366 | bpp: 0.16918 | bpp_feature: 0.08471 | bpp_z: 0.00342 | bpp_mv: 0.08106 | interpsnr: 32.30
- 2023-02-11 12:58:21,927 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 12:58:21,929 - INFO] Train epoch 5, global_step 104903: [700/19980 (4%)] rd_loss: 0.684 | psnr: 35.98266 | warppsnr: 29.56189 | bpp: 0.18151 | bpp_feature: 0.09210 | bpp_z: 0.00353 | bpp_mv: 0.08588 | interpsnr: 30.56
- 2023-02-11 13:03:10,880 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:03:10,881 - INFO] Train epoch 5, global_step 105003: [800/19980 (4%)] rd_loss: 0.610 | psnr: 36.01104 | warppsnr: 30.86580 | bpp: 0.17612 | bpp_feature: 0.09103 | bpp_z: 0.00348 | bpp_mv: 0.08162 | interpsnr: 31.68
- 2023-02-11 13:08:01,242 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:08:01,244 - INFO] Train epoch 5, global_step 105103: [900/19980 (5%)] rd_loss: 0.587 | psnr: 36.19056 | warppsnr: 30.81088 | bpp: 0.17768 | bpp_feature: 0.08978 | bpp_z: 0.00349 | bpp_mv: 0.08441 | interpsnr: 31.65
- 2023-02-11 13:12:49,424 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:12:49,426 - INFO] Train epoch 5, global_step 105203: [1000/19980 (5%)] rd_loss: 0.528 | psnr: 36.67811 | warppsnr: 31.41281 | bpp: 0.16905 | bpp_feature: 0.08572 | bpp_z: 0.00344 | bpp_mv: 0.07989 | interpsnr: 32.28
- 2023-02-11 13:17:39,722 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:17:39,724 - INFO] Train epoch 5, global_step 105303: [1100/19980 (6%)] rd_loss: 0.574 | psnr: 36.31799 | warppsnr: 30.91373 | bpp: 0.18094 | bpp_feature: 0.09143 | bpp_z: 0.00353 | bpp_mv: 0.08597 | interpsnr: 31.77
- 2023-02-11 13:22:32,879 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:22:32,889 - INFO] Train epoch 5, global_step 105403: [1200/19980 (6%)] rd_loss: 0.598 | psnr: 36.21808 | warppsnr: 30.64174 | bpp: 0.18165 | bpp_feature: 0.09206 | bpp_z: 0.00351 | bpp_mv: 0.08608 | interpsnr: 31.49
- 2023-02-11 13:27:22,747 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:27:22,748 - INFO] Train epoch 5, global_step 105503: [1300/19980 (7%)] rd_loss: 0.620 | psnr: 35.85204 | warppsnr: 30.59117 | bpp: 0.18181 | bpp_feature: 0.09441 | bpp_z: 0.00354 | bpp_mv: 0.08387 | interpsnr: 31.48
- 2023-02-11 13:32:15,521 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:32:15,523 - INFO] Train epoch 5, global_step 105603: [1400/19980 (7%)] rd_loss: 0.515 | psnr: 36.84852 | warppsnr: 31.69950 | bpp: 0.16924 | bpp_feature: 0.08444 | bpp_z: 0.00341 | bpp_mv: 0.08139 | interpsnr: 32.61
- 2023-02-11 13:37:07,213 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:37:07,215 - INFO] Train epoch 5, global_step 105703: [1500/19980 (8%)] rd_loss: 0.569 | psnr: 36.36687 | warppsnr: 31.04500 | bpp: 0.17890 | bpp_feature: 0.08963 | bpp_z: 0.00348 | bpp_mv: 0.08580 | interpsnr: 32.00
- 2023-02-11 13:41:58,577 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:41:58,579 - INFO] Train epoch 5, global_step 105803: [1600/19980 (8%)] rd_loss: 0.543 | psnr: 36.56552 | warppsnr: 31.34637 | bpp: 0.17008 | bpp_feature: 0.08512 | bpp_z: 0.00347 | bpp_mv: 0.08149 | interpsnr: 32.27
- 2023-02-11 13:46:47,545 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:46:47,547 - INFO] Train epoch 5, global_step 105903: [1700/19980 (9%)] rd_loss: 0.529 | psnr: 37.04098 | warppsnr: 30.96052 | bpp: 0.17161 | bpp_feature: 0.08538 | bpp_z: 0.00343 | bpp_mv: 0.08280 | interpsnr: 32.08
- 2023-02-11 13:51:39,543 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:51:39,545 - INFO] Train epoch 5, global_step 106003: [1800/19980 (9%)] rd_loss: 0.595 | psnr: 36.15429 | warppsnr: 30.62015 | bpp: 0.17953 | bpp_feature: 0.09127 | bpp_z: 0.00352 | bpp_mv: 0.08474 | interpsnr: 31.63
- 2023-02-11 13:56:33,875 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 13:56:33,877 - INFO] Train epoch 5, global_step 106103: [1900/19980 (10%)] rd_loss: 0.560 | psnr: 36.44884 | warppsnr: 30.99470 | bpp: 0.17342 | bpp_feature: 0.08743 | bpp_z: 0.00347 | bpp_mv: 0.08251 | interpsnr: 32.02
- 2023-02-11 14:01:33,055 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 14:01:33,069 - INFO] Train epoch 5, global_step 106203: [2000/19980 (10%)] rd_loss: 0.532 | psnr: 36.78465 | warppsnr: 31.29559 | bpp: 0.16769 | bpp_feature: 0.08387 | bpp_z: 0.00345 | bpp_mv: 0.08037 | interpsnr: 32.32
- 2023-02-11 14:06:38,746 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 14:06:38,757 - INFO] Train epoch 5, global_step 106303: [2100/19980 (11%)] rd_loss: 0.561 | psnr: 36.49570 | warppsnr: 30.96656 | bpp: 0.16947 | bpp_feature: 0.08505 | bpp_z: 0.00347 | bpp_mv: 0.08095 | interpsnr: 31.87
- 2023-02-11 14:11:47,801 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 14:11:47,802 - INFO] Train epoch 5, global_step 106403: [2200/19980 (11%)] rd_loss: 0.578 | psnr: 36.22237 | warppsnr: 30.83119 | bpp: 0.17268 | bpp_feature: 0.08949 | bpp_z: 0.00350 | bpp_mv: 0.07969 | interpsnr: 31.85
- 2023-02-11 14:16:45,854 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 14:16:45,856 - INFO] Train epoch 5, global_step 106503: [2300/19980 (12%)] rd_loss: 0.573 | psnr: 36.42289 | warppsnr: 30.83644 | bpp: 0.17552 | bpp_feature: 0.08807 | bpp_z: 0.00349 | bpp_mv: 0.08396 | interpsnr: 31.78
- 2023-02-11 14:21:42,439 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 14:21:42,440 - INFO] Train epoch 5, global_step 106603: [2400/19980 (12%)] rd_loss: 0.587 | psnr: 36.27772 | warppsnr: 30.75412 | bpp: 0.17752 | bpp_feature: 0.08936 | bpp_z: 0.00352 | bpp_mv: 0.08465 | interpsnr: 31.62
- 2023-02-11 14:26:39,194 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 14:26:39,205 - INFO] Train epoch 5, global_step 106703: [2500/19980 (13%)] rd_loss: 0.538 | psnr: 36.95979 | warppsnr: 31.06505 | bpp: 0.18153 | bpp_feature: 0.08944 | bpp_z: 0.00346 | bpp_mv: 0.08864 | interpsnr: 32.10
- 2023-02-11 14:31:54,570 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 14:31:54,572 - INFO] Train epoch 5, global_step 106803: [2600/19980 (13%)] rd_loss: 0.589 | psnr: 36.16872 | warppsnr: 30.75865 | bpp: 0.17381 | bpp_feature: 0.08834 | bpp_z: 0.00348 | bpp_mv: 0.08199 | interpsnr: 31.71
- 2023-02-11 14:37:10,061 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 14:37:10,063 - INFO] Train epoch 5, global_step 106903: [2700/19980 (14%)] rd_loss: 0.600 | psnr: 36.17218 | warppsnr: 30.66866 | bpp: 0.18114 | bpp_feature: 0.09161 | bpp_z: 0.00354 | bpp_mv: 0.08599 | interpsnr: 31.60
- 2023-02-11 14:42:29,773 - INFO] input_image.shape: (16, 3, 256, 256)
- 2023-02-11 14:42:29,775 - INFO] Train epoch 5, global_step 107003: [2800/19980 (14%)] rd_loss: 0.601 | psnr: 36.20820 | warppsnr: 30.55113 | bpp: 0.17471 | bpp_feature: 0.08890 | bpp_z: 0.00352 | bpp_mv: 0.08229 | interpsnr: 31.42
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