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- batch_num:64
- [WARNING] ME(76907:281473877941856,MainProcess):2021-10-14-22:01:55.214.699 [mindspore/dataset/engine/datasets.py:3463] WARN: global shuffle is not used.
- Constructing OSVOS architecture..
- Initializing weights..
- trainable_params_count:15262933
- start train...
- [WARNING] SESSION(76907,fffeeddfc160,python):2021-10-14-22:02:28.113.146 [mindspore/ccsrc/backend/session/ascend_session.cc:1377] SelectKernel] There are 30 node/nodes used raise precision to selected the kernel!
- epoch: 1 step: 64, loss is 204.11212
- epoch time: 65962.352 ms, per step time: 1030.662 ms
- epoch: 2 step: 64, loss is 132.84277
- epoch time: 20575.067 ms, per step time: 321.485 ms
- epoch: 3 step: 64, loss is 108.01912
- epoch time: 20569.917 ms, per step time: 321.405 ms
- epoch: 4 step: 64, loss is 85.82979
- epoch time: 20569.292 ms, per step time: 321.395 ms
- epoch: 5 step: 64, loss is 63.332302
- epoch time: 20585.027 ms, per step time: 321.641 ms
- do eval...
- jaccard:0.5332742697985855
- f1:0.662727913826152
- J&F:0.5980010918123688
- eval use time 218.31401014328003s
- epoch: 6 step: 64, loss is 75.106766
- epoch time: 20567.226 ms, per step time: 321.363 ms
- epoch: 7 step: 64, loss is 61.60656
- epoch time: 20571.134 ms, per step time: 321.424 ms
- epoch: 8 step: 64, loss is 51.03541
- epoch time: 20566.447 ms, per step time: 321.351 ms
- epoch: 9 step: 64, loss is 61.77881
- epoch time: 20564.352 ms, per step time: 321.318 ms
- epoch: 10 step: 64, loss is 42.430878
- epoch time: 20563.949 ms, per step time: 321.312 ms
- do eval...
- jaccard:0.5545157552342098
- f1:0.6794886795535361
- J&F:0.617002217393873
- eval use time 211.64854550361633s
- epoch: 11 step: 64, loss is 45.143803
- epoch time: 20565.159 ms, per step time: 321.331 ms
- epoch: 12 step: 64, loss is 44.34019
- epoch time: 20564.126 ms, per step time: 321.314 ms
- epoch: 13 step: 64, loss is 37.568836
- epoch time: 20565.194 ms, per step time: 321.331 ms
- epoch: 14 step: 64, loss is 47.97417
- epoch time: 20566.790 ms, per step time: 321.356 ms
- epoch: 15 step: 64, loss is 41.52671
- epoch time: 20568.626 ms, per step time: 321.385 ms
- do eval...
- jaccard:0.574005181876986
- f1:0.6965223676120159
- J&F:0.6352637747445009
- eval use time 212.83224987983704s
- epoch: 16 step: 64, loss is 30.74771
- epoch time: 20566.387 ms, per step time: 321.350 ms
- epoch: 17 step: 64, loss is 44.38627
- epoch time: 20602.322 ms, per step time: 321.911 ms
- epoch: 18 step: 64, loss is 41.722294
- epoch time: 20567.919 ms, per step time: 321.374 ms
- epoch: 19 step: 64, loss is 41.04087
- epoch time: 20564.352 ms, per step time: 321.318 ms
- epoch: 20 step: 64, loss is 40.37407
- epoch time: 20579.191 ms, per step time: 321.550 ms
- do eval...
- jaccard:0.5800920020646239
- f1:0.7012220780257776
- J&F:0.6406570400452007
- eval use time 214.92944526672363s
- epoch: 21 step: 64, loss is 36.0788
- epoch time: 20565.702 ms, per step time: 321.339 ms
- epoch: 22 step: 64, loss is 29.585545
- epoch time: 20563.859 ms, per step time: 321.310 ms
- epoch: 23 step: 64, loss is 29.926283
- epoch time: 20563.134 ms, per step time: 321.299 ms
- epoch: 24 step: 64, loss is 34.778896
- epoch time: 20561.031 ms, per step time: 321.266 ms
- epoch: 25 step: 64, loss is 32.60498
- epoch time: 20563.818 ms, per step time: 321.310 ms
- do eval...
- jaccard:0.5753560517900093
- f1:0.6961122454663162
- J&F:0.6357341486281627
- eval use time 213.4097137451172s
- epoch: 26 step: 64, loss is 33.638805
- epoch time: 20565.372 ms, per step time: 321.334 ms
- epoch: 27 step: 64, loss is 32.767967
- epoch time: 20564.238 ms, per step time: 321.316 ms
- epoch: 28 step: 64, loss is 33.061028
- epoch time: 20566.422 ms, per step time: 321.350 ms
- epoch: 29 step: 64, loss is 27.740143
- epoch time: 20565.240 ms, per step time: 321.332 ms
- epoch: 30 step: 64, loss is 30.337862
- epoch time: 20565.241 ms, per step time: 321.332 ms
- do eval...
- jaccard:0.5759029020456448
- f1:0.6964317293869232
- J&F:0.6361673157162839
- eval use time 215.39912104606628s
- epoch: 31 step: 64, loss is 42.533737
- epoch time: 20564.395 ms, per step time: 321.319 ms
- epoch: 32 step: 64, loss is 26.914316
- epoch time: 20564.704 ms, per step time: 321.324 ms
- epoch: 33 step: 64, loss is 27.333525
- epoch time: 20565.049 ms, per step time: 321.329 ms
- epoch: 34 step: 64, loss is 32.257786
- epoch time: 20577.864 ms, per step time: 321.529 ms
- epoch: 35 step: 64, loss is 29.052809
- epoch time: 20576.809 ms, per step time: 321.513 ms
- do eval...
- jaccard:0.5761303322873408
- f1:0.6966014172226801
- J&F:0.6363658747550105
- eval use time 211.29377055168152s
- epoch: 36 step: 64, loss is 29.650885
- epoch time: 20568.255 ms, per step time: 321.379 ms
- epoch: 37 step: 64, loss is 38.654842
- epoch time: 20564.206 ms, per step time: 321.316 ms
- epoch: 38 step: 64, loss is 25.542141
- epoch time: 20571.334 ms, per step time: 321.427 ms
- epoch: 39 step: 64, loss is 33.905254
- epoch time: 20571.125 ms, per step time: 321.424 ms
- epoch: 40 step: 64, loss is 50.488518
- epoch time: 20567.969 ms, per step time: 321.375 ms
- do eval...
- jaccard:0.5762727527213097
- f1:0.6967189945057727
- J&F:0.6364958736135412
- eval use time 212.2392737865448s
- train success, use time 42.972870230674744 minutes
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