PrDiMP
run_training.py dimp prdimp50
batchsize由10改成6 不然运行不起来
但是只减小batchsize训练的效果不好,loss不是最优的,故同时减小学习率,如下所示。
结果保存在result_model_prdimp_delr
原始学习率
optimizer = optim.Adam([{'params': actor.classifier.parameters(), 'lr': 1e-3},{'params': actor.bb_regressor.parameters(), 'lr': 1e-3},{'params': actor.feature_extractor.parameters(), 'lr': 2e-5}],lr=2e-4)
更改后的学习率
optimizer = optim.Adam([{'params': actor.classifier.parameters(), 'lr': 1e-4},{'params': actor.bb_regressor.parameters(), 'lr': 1e-4},{'params': actor.feature_extractor.parameters(), 'lr': 2e-6}],lr=2e-5)
Training: dimp prdimp50
[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179]
No matching checkpoint file found
/home/zhuzhu/anaconda3/envs/pytracking/lib/python3.7/site-packages/setuptools/distutils_patch.py:26: UserWarning: Distutils was imported before Setuptools. This usage is discouraged and may exhibit undesirable behaviors or errors. Please use Setuptools' objects directly or at least import Setuptools first."Distutils was imported before Setuptools. This usage is discouraged "
Using /tmp/torch_extensions as PyTorch extensions root...
Detected CUDA files, patching ldflags
Emitting ninja build file /tmp/torch_extensions/_prroi_pooling/build.ninja...
Building extension module _prroi_pooling...
ninja: no work to do.
Loading extension module _prroi_pooling...
[train: 1, 1 / 4333] FPS: 0.6 (0.6) , Loss/total: 6.09175 , Loss/bb_ce: 4.32039 , ClfTrain/clf_ce: 3.56336
[train: 1, 2 / 4333] FPS: 1.0 (9.4) , Loss/total: 6.03067 , Loss/bb_ce: 4.38562 , ClfTrain/clf_ce: 3.49806
[train: 1, 3 / 4333] FPS: 1.5 (9.0) , Loss/total: 5.97460 , Loss/bb_ce: 4.33203 , ClfTrain/clf_ce: 3.46678
[train: 1, 4 / 4333] FPS: 1.9 (9.1) , Loss/total: 5.93856 , Loss/bb_ce: 4.34848 , ClfTrain/clf_ce: 3.44739
[train: 1, 5 / 4333] FPS: 2.2 (9.2) , Loss/total: 5.95327 , Loss/bb_ce: 4.17320 , ClfTrain/clf_ce: 3.47320
[train: 1, 6 / 4333] FPS: 2.5 (9.0) , Loss/total: 5.86782 , Loss/bb_ce: 3.99511 , ClfTrain/clf_ce: 3.42206
[train: 1, 7 / 4333] FPS: 2.8 (9.4) , Loss/total: 5.78305 , Loss/bb_ce: 3.83526 , ClfTrain/clf_ce: 3.36907
[train: 1, 8 / 4333] FPS: 3.1 (9.1) , Loss/total: 5.79780 , Loss/bb_ce: 3.81999 , ClfTrain/clf_ce: 3.39309
[train: 1, 9 / 4333] FPS: 3.3 (8.7) , Loss/total: 5.82196 , Loss/bb_ce: 3.75889 , ClfTrain/clf_ce: 3.42190
[train: 1, 10 / 4333] FPS: 3.6 (9.1) , Loss/total: 5.85085 , Loss/bb_ce: 3.69176 , ClfTrain/clf_ce: 3.45403
[train: 1, 11 / 4333] FPS: 3.8 (9.0) , Loss/total: 5.82170 , Loss/bb_ce: 3.58785 , ClfTrain/clf_ce: 3.43990
[train: 1, 12 / 4333] FPS: 4.0 (9.0) , Loss/total: 5.87487 , Loss/bb_ce: 3.58597 , ClfTrain/clf_ce: 3.49154
[train: 1, 13 / 4333] FPS: 4.2 (9.1) , Loss/total: 5.84560 , Loss/bb_ce: 3.49579 , ClfTrain/clf_ce: 3.47466
[train: 1, 14 / 4333] FPS: 4.3 (8.9) , Loss/total: 5.80483 , Loss/bb_ce: 3.41252 , ClfTrain/clf_ce: 3.45526
[train: 1, 15 / 4333] FPS: 4.5 (8.8) , Loss/total: 5.75144 , Loss/bb_ce: 3.35547 , ClfTrain/clf_ce: 3.42402
[train: 1, 16 / 4333] FPS: 4.6 (8.7) , Loss/total: 5.72726 , Loss/bb_ce: 3.26187 , ClfTrain/clf_ce: 3.41556
[train: 1, 17 / 4333] FPS: 4.7 (8.5) , Loss/total: 5.75435 , Loss/bb_ce: 3.27926 , ClfTrain/clf_ce: 3.43887
[train: 1, 18 / 4333] FPS: 4.9 (8.9) , Loss/total: 5.70069 , Loss/bb_ce: 3.22206 , ClfTrain/clf_ce: 3.41492
[train: 1, 19 / 4333] FPS: 5.0 (8.9) , Loss/total: 5.70979 , Loss/bb_ce: 3.19696 , ClfTrain/clf_ce: 3.42981
[train: 1, 20 / 4333] FPS: 5.1 (8.4) , Loss/total: 5.74228 , Loss/bb_ce: 3.15678 , ClfTrain/clf_ce: 3.45673
[train: 1, 21 / 4333] FPS: 5.2 (8.7) , Loss/total: 5.74098 , Loss/bb_ce: 3.13370 , ClfTrain/clf_ce: 3.46535
[train: 1, 22 / 4333] FPS: 5.3 (8.8) , Loss/total: 5.73642 , Loss/bb_ce: 3.10901 , ClfTrain/clf_ce: 3.47036
[train: 1, 23 / 4333] FPS: 5.4 (8.6) , Loss/total: 5.72408 , Loss/bb_ce: 3.08237 , ClfTrain/clf_ce: 3.47145
[train: 1, 24 / 4333] FPS: 5.5 (8.8) , Loss/total: 5.68521 , Loss/bb_ce: 3.01049 , ClfTrain/clf_ce: 3.45543
[train: 1, 25 / 4333] FPS: 5.5 (8.6) , Loss/total: 5.64841 , Loss/bb_ce: 2.94383 , ClfTrain/clf_ce: 3.44021
[train: 1, 26 / 4333] FPS: 5.6 (8.6) , Loss/total: 5.65587 , Loss/bb_ce: 2.89823 , ClfTrain/clf_ce: 3.45400
[train: 1, 27 / 4333] FPS: 5.7 (8.9) , Loss/total: 5.61472 , Loss/bb_ce: 2.83512 , ClfTrain/clf_ce: 3.43444
[train: 1, 28 / 4333] FPS: 5.8 (8.7) , Loss/total: 5.60843 , Loss/bb_ce: 2.80284 , ClfTrain/clf_ce: 3.43514
[train: 1, 29 / 4333] FPS: 5.8 (8.4) , Loss/total: 5.57665 , Loss/bb_ce: 2.72186 , ClfTrain/clf_ce: 3.42089
[train: 1, 30 / 4333] FPS: 5.9 (8.8) , Loss/total: 5.55279 , Loss/bb_ce: 2.67669 , ClfTrain/clf_ce: 3.41100
[train: 1, 31 / 4333] FPS: 6.0 (8.5) , Loss/total: 5.53874 , Loss/bb_ce: 2.63198 , ClfTrain/clf_ce: 3.40491
[train: 1, 32 / 4333] FPS: 6.0 (8.9) , Loss/total: 5.52661 , Loss/bb_ce: 2.59195 , ClfTrain/clf_ce: 3.40096
[train: 1, 33 / 4333] FPS: 6.1 (8.6) , Loss/total: 5.51830 , Loss/bb_ce: 2.57758 , ClfTrain/clf_ce: 3.39657
[train: 1, 34 / 4333] FPS: 6.1 (8.6) , Loss/total: 5.53708 , Loss/bb_ce: 2.55875 , ClfTrain/clf_ce: 3.41390
[train: 1, 35 / 4333] FPS: 6.2 (8.9) , Loss/total: 5.51836 , Loss/bb_ce: 2.51123 , ClfTrain/clf_ce: 3.40631
[train: 1, 36 / 4333] FPS: 6.2 (8.5) , Loss/total: 5.51480 , Loss/bb_ce: 2.47733 , ClfTrain/clf_ce: 3.40898
[train: 1, 37 / 4333] FPS: 6.3 (8.4) , Loss/total: 5.49763 , Loss/bb_ce: 2.44467 , ClfTrain/clf_ce: 3.40134
[train: 1, 38 / 4333] FPS: 6.3 (8.5) , Loss/total: 5.49098 , Loss/bb_ce: 2.41956 , ClfTrain/clf_ce: 3.39729
[train: 1, 39 / 4333] FPS: 6.4 (8.4) , Loss/total: 5.48962 , Loss/bb_ce: 2.38757 , ClfTrain/clf_ce: 3.40018
[train: 1, 40 / 4333] FPS: 6.4 (8.5) , Loss/total: 5.50234 , Loss/bb_ce: 2.37314 , ClfTrain/clf_ce: 3.40947
[train: 1, 41 / 4333] FPS: 6.4 (8.4) , Loss/total: 5.49560 , Loss/bb_ce: 2.35634 , ClfTrain/clf_ce: 3.40591
[train: 1, 42 / 4333] FPS: 6.5 (8.0) , Loss/total: 5.48321 , Loss/bb_ce: 2.32125 , ClfTrain/clf_ce: 3.40095
[train: 1, 43 / 4333] FPS: 6.5 (8.4) , Loss/total: 5.46190 , Loss/bb_ce: 2.27840 , ClfTrain/clf_ce: 3.39114
[train: 1, 44 / 4333] FPS: 6.5 (8.6) , Loss/total: 5.46169 , Loss/bb_ce: 2.26859 , ClfTrain/clf_ce: 3.39368
[train: 1, 45 / 4333] FPS: 6.6 (8.7) , Loss/total: 5.46164 , Loss/bb_ce: 2.24269 , ClfTrain/clf_ce: 3.39363
[train: 1, 46 / 4333] FPS: 6.6 (8.8) , Loss/total: 5.45715 , Loss/bb_ce: 2.21240 , ClfTrain/clf_ce: 3.39393
[train: 1, 47 / 4333] FPS: 6.6 (8.5) , Loss/total: 5.45316 , Loss/bb_ce: 2.17914 , ClfTrain/clf_ce: 3.39631
[train: 1, 48 / 4333] FPS: 6.7 (9.0) , Loss/total: 5.45235 , Loss/bb_ce: 2.15198 , ClfTrain/clf_ce: 3.39849
[train: 1, 49 / 4333] FPS: 6.7 (8.9) , Loss/total: 5.44278 , Loss/bb_ce: 2.11597 , ClfTrain/clf_ce: 3.39383
[train: 1, 50 / 4333] FPS: 6.7 (8.6) , Loss/total: 5.44243 , Loss/bb_ce: 2.09832 , ClfTrain/clf_ce: 3.39513
[train: 1, 51 / 4333] FPS: 6.8 (8.9) , Loss/total: 5.43142 , Loss/bb_ce: 2.09352 , ClfTrain/clf_ce: 3.38975
[train: 1, 52 / 4333] FPS: 6.8 (8.7) , Loss/total: 5.43264 , Loss/bb_ce: 2.07671 , ClfTrain/clf_ce: 3.39159
[train: 1, 53 / 4333] FPS: 6.8 (8.5) , Loss/total: 5.41673 , Loss/bb_ce: 2.04479 , ClfTrain/clf_ce: 3.38453
[train: 1, 54 / 4333] FPS: 6.9 (8.7) , Loss/total: 5.39937 , Loss/bb_ce: 2.00906 , ClfTrain/clf_ce: 3.37576
[train: 1, 55 / 4333] FPS: 6.9 (9.2) , Loss/total: 5.39244 , Loss/bb_ce: 1.98687 , ClfTrain/clf_ce: 3.37206
[train: 1, 56 / 4333] FPS: 6.9 (8.5) , Loss/total: 5.39036 , Loss/bb_ce: 1.95583 , ClfTrain/clf_ce: 3.37273
[train: 1, 57 / 4333] FPS: 6.9 (8.7) , Loss/total: 5.39179 , Loss/bb_ce: 1.93188 , ClfTrain/clf_ce: 3.37695
[train: 1, 58 / 4333] FPS: 7.0 (8.8) , Loss/total: 5.38852 , Loss/bb_ce: 1.92201 , ClfTrain/clf_ce: 3.37488
[train: 1, 59 / 4333] FPS: 7.0 (8.6) , Loss/total: 5.38652 , Loss/bb_ce: 1.90502 , ClfTrain/clf_ce: 3.37610
[train: 1, 60 / 4333] FPS: 7.0 (8.5) , Loss/total: 5.38549 , Loss/bb_ce: 1.88500 , ClfTrain/clf_ce: 3.37743
[train: 1, 61 / 4333] FPS: 7.0 (8.5) , Loss/total: 5.38879 , Loss/bb_ce: 1.86101 , ClfTrain/clf_ce: 3.38129
[train: 1, 62 / 4333] FPS: 7.1 (9.1) , Loss/total: 5.38460 , Loss/bb_ce: 1.83398 , ClfTrain/clf_ce: 3.38132
[train: 1, 63 / 4333] FPS: 7.1 (9.0) , Loss/total: 5.38792 , Loss/bb_ce: 1.80915 , ClfTrain/clf_ce: 3.38486
[train: 1, 64 / 4333] FPS: 7.1 (8.7) , Loss/total: 5.38371 , Loss/bb_ce: 1.78814 , ClfTrain/clf_ce: 3.38309
[train: 1, 65 / 4333] FPS: 7.1 (8.8) , Loss/total: 5.37815 , Loss/bb_ce: 1.76212 , ClfTrain/clf_ce: 3.38024
[train: 1, 66 / 4333] FPS: 7.1 (8.6) , Loss/total: 5.37513 , Loss/bb_ce: 1.74323 , ClfTrain/clf_ce: 3.37883
[train: 1, 67 / 4333] FPS: 7.2 (8.5) , Loss/total: 5.37535 , Loss/bb_ce: 1.73106 , ClfTrain/clf_ce: 3.38033
[train: 1, 68 / 4333] FPS: 7.2 (8.5) , Loss/total: 5.37352 , Loss/bb_ce: 1.71726 , ClfTrain/clf_ce: 3.38054
[train: 1, 69 / 4333] FPS: 7.2 (8.5) , Loss/total: 5.37491 , Loss/bb_ce: 1.70379 , ClfTrain/clf_ce: 3.38288
[train: 1, 70 / 4333] FPS: 7.2 (9.1) , Loss/total: 5.36606 , Loss/bb_ce: 1.67050 , ClfTrain/clf_ce: 3.37936
[train: 1, 71 / 4333] FPS: 7.2 (9.1) , Loss/total: 5.36851 , Loss/bb_ce: 1.65803 , ClfTrain/clf_ce: 3.38177
[train: 1, 72 / 4333] FPS: 7.3 (8.9) , Loss/total: 5.37030 , Loss/bb_ce: 1.64750 , ClfTrain/clf_ce: 3.38341
[train: 1, 73 / 4333] FPS: 7.3 (9.3) , Loss/total: 5.36908 , Loss/bb_ce: 1.63032 , ClfTrain/clf_ce: 3.38334
[train: 1, 74 / 4333] FPS: 7.3 (8.8) , Loss/total: 5.36675 , Loss/bb_ce: 1.61060 , ClfTrain/clf_ce: 3.38349
[train: 1, 75 / 4333] FPS: 7.3 (8.8) , Loss/total: 5.36869 , Loss/bb_ce: 1.59726 , ClfTrain/clf_ce: 3.38473
[train: 1, 76 / 4333] FPS: 7.3 (8.8) , Loss/total: 5.36030 , Loss/bb_ce: 1.58631 , ClfTrain/clf_ce: 3.38042
[train: 1, 77 / 4333] FPS: 7.3 (8.6) , Loss/total: 5.35706 , Loss/bb_ce: 1.56919 , ClfTrain/clf_ce: 3.37954
[train: 1, 78 / 4333] FPS: 7.4 (8.8) , Loss/total: 5.35874 , Loss/bb_ce: 1.54243 , ClfTrain/clf_ce: 3.38203
[train: 1, 79 / 4333] FPS: 7.4 (8.8) , Loss/total: 5.35651 , Loss/bb_ce: 1.52453 , ClfTrain/clf_ce: 3.38259
[train: 1, 80 / 4333] FPS: 7.4 (8.8) , Loss/total: 5.35060 , Loss/bb_ce: 1.51169 , ClfTrain/clf_ce: 3.37881
[train: 1, 81 / 4333] FPS: 7.4 (8.7) , Loss/total: 5.35868 , Loss/bb_ce: 1.50457 , ClfTrain/clf_ce: 3.38329
[train: 1, 82 / 4333] FPS: 7.4 (8.7) , Loss/total: 5.35080 , Loss/bb_ce: 1.48445 , ClfTrain/clf_ce: 3.37926
[train: 1, 83 / 4333] FPS: 7.4 (8.6) , Loss/total: 5.35344 , Loss/bb_ce: 1.47251 , ClfTrain/clf_ce: 3.38245
[train: 1, 84 / 4333] FPS: 7.4 (8.6) , Loss/total: 5.35675 , Loss/bb_ce: 1.46172 , ClfTrain/clf_ce: 3.38523
[train: 1, 85 / 4333] FPS: 7.4 (8.5) , Loss/total: 5.34489 , Loss/bb_ce: 1.44792 , ClfTrain/clf_ce: 3.37849
[train: 1, 86 / 4333] FPS: 7.5 (8.8) , Loss/total: 5.34640 , Loss/bb_ce: 1.43528 , ClfTrain/clf_ce: 3.37953
[train: 1, 87 / 4333] FPS: 7.5 (8.9) , Loss/total: 5.34670 , Loss/bb_ce: 1.42126 , ClfTrain/clf_ce: 3.38104
[train: 1, 88 / 4333] FPS: 7.5 (8.7) , Loss/total: 5.34661 , Loss/bb_ce: 1.40346 , ClfTrain/clf_ce: 3.38173
[train: 1, 89 / 4333] FPS: 7.5 (8.8) , Loss/total: 5.33951 , Loss/bb_ce: 1.38287 , ClfTrain/clf_ce: 3.37836
[train: 1, 90 / 4333] FPS: 7.5 (8.4) , Loss/total: 5.33633 , Loss/bb_ce: 1.38181 , ClfTrain/clf_ce: 3.37614
[train: 1, 91 / 4333] FPS: 7.5 (8.8) , Loss/total: 5.33913 , Loss/bb_ce: 1.36461 , ClfTrain/clf_ce: 3.37894
[train: 1, 92 / 4333] FPS: 7.5 (8.9) , Loss/total: 5.33631 , Loss/bb_ce: 1.35330 , ClfTrain/clf_ce: 3.37790
[train: 1, 93 / 4333] FPS: 7.5 (8.8) , Loss/total: 5.33897 , Loss/bb_ce: 1.34277 , ClfTrain/clf_ce: 3.37959
[train: 1, 94 / 4333] FPS: 7.6 (8.8) , Loss/total: 5.33507 , Loss/bb_ce: 1.32668 , ClfTrain/clf_ce: 3.37778
[train: 1, 95 / 4333] FPS: 7.6 (8.7) , Loss/total: 5.32744 , Loss/bb_ce: 1.30992 , ClfTrain/clf_ce: 3.37411
[train: 1, 96 / 4333] FPS: 7.6 (8.8) , Loss/total: 5.32787 , Loss/bb_ce: 1.29505 , ClfTrain/clf_ce: 3.37559
[train: 1, 97 / 4333] FPS: 7.6 (8.8) , Loss/total: 5.33125 , Loss/bb_ce: 1.27788 , ClfTrain/clf_ce: 3.37857
[train: 1, 98 / 4333] FPS: 7.6 (8.8) , Loss/total: 5.32976 , Loss/bb_ce: 1.26824 , ClfTrain/clf_ce: 3.37731
[train: 1, 99 / 4333] FPS: 7.6 (8.7) , Loss/total: 5.32253 , Loss/bb_ce: 1.25172 , ClfTrain/clf_ce: 3.37334
[train: 1, 100 / 4333] FPS: 7.6 (8.6) , Loss/total: 5.31737 , Loss/bb_ce: 1.23246 , ClfTrain/clf_ce: 3.37071
[train: 1, 101 / 4333] FPS: 7.6 (8.7) , Loss/total: 5.31337 , Loss/bb_ce: 1.21840 , ClfTrain/clf_ce: 3.36835
[train: 1, 102 / 4333] FPS: 7.6 (8.8) , Loss/total: 5.31225 , Loss/bb_ce: 1.19896 , ClfTrain/clf_ce: 3.36754
[train: 1, 103 / 4333] FPS: 7.6 (8.8) , Loss/total: 5.30803 , Loss/bb_ce: 1.17697 , ClfTrain/clf_ce: 3.36520
[train: 1, 104 / 4333] FPS: 7.7 (8.8) , Loss/total: 5.30484 , Loss/bb_ce: 1.16770 , ClfTrain/clf_ce: 3.36385
[train: 1, 105 / 4333] FPS: 7.7 (8.8) , Loss/total: 5.30058 , Loss/bb_ce: 1.15438 , ClfTrain/clf_ce: 3.36095
[train: 1, 106 / 4333] FPS: 7.7 (8.8) , Loss/total: 5.29540 , Loss/bb_ce: 1.13734 , ClfTrain/clf_ce: 3.35778
[train: 1, 107 / 4333] FPS: 7.7 (8.9) , Loss/total: 5.30105 , Loss/bb_ce: 1.13629 , ClfTrain/clf_ce: 3.36225
[train: 1, 108 / 4333] FPS: 7.7 (8.8) , Loss/total: 5.30035 , Loss/bb_ce: 1.11713 , ClfTrain/clf_ce: 3.36268
[train: 1, 109 / 4333] FPS: 7.7 (8.8) , Loss/total: 5.29726 , Loss/bb_ce: 1.10637 , ClfTrain/clf_ce: 3.36110
[train: 1, 110 / 4333] FPS: 7.7 (8.9) , Loss/total: 5.29490 , Loss/bb_ce: 1.08588 , ClfTrain/clf_ce: 3.35970
[train: 1, 111 / 4333] FPS: 7.7 (8.7) , Loss/total: 5.28813 , Loss/bb_ce: 1.07158 , ClfTrain/clf_ce: 3.35617
[train: 1, 112 / 4333] FPS: 7.7 (8.8) , Loss/total: 5.28901 , Loss/bb_ce: 1.05433 , ClfTrain/clf_ce: 3.35723
[train: 1, 113 / 4333] FPS: 7.7 (8.8) , Loss/total: 5.28180 , Loss/bb_ce: 1.04108 , ClfTrain/clf_ce: 3.35345
[train: 1, 114 / 4333] FPS: 7.7 (8.8) , Loss/total: 5.27845 , Loss/bb_ce: 1.03118 , ClfTrain/clf_ce: 3.35222
[train: 1, 115 / 4333] FPS: 7.8 (8.7) , Loss/total: 5.27593 , Loss/bb_ce: 1.01496 , ClfTrain/clf_ce: 3.35132
[train: 1, 116 / 4333] FPS: 7.8 (8.5) , Loss/total: 5.27193 , Loss/bb_ce: 1.01120 , ClfTrain/clf_ce: 3.34872
[train: 1, 117 / 4333] FPS: 7.8 (8.5) , Loss/total: 5.27087 , Loss/bb_ce: 0.99829 , ClfTrain/clf_ce: 3.34866
[train: 1, 118 / 4333] FPS: 7.8 (8.9) , Loss/total: 5.26853 , Loss/bb_ce: 0.99330 , ClfTrain/clf_ce: 3.34738
[train: 1, 119 / 4333] FPS: 7.8 (8.5) , Loss/total: 5.26873 , Loss/bb_ce: 0.98463 , ClfTrain/clf_ce: 3.34801
[train: 1, 120 / 4333] FPS: 7.8 (8.8) , Loss/total: 5.26725 , Loss/bb_ce: 0.97121 , ClfTrain/clf_ce: 3.34778
[train: 1, 121 / 4333] FPS: 7.8 (8.7) , Loss/total: 5.26330 , Loss/bb_ce: 0.95329 , ClfTrain/clf_ce: 3.34601
[train: 1, 122 / 4333] FPS: 7.8 (8.8) , Loss/total: 5.26589 , Loss/bb_ce: 0.94108 , ClfTrain/clf_ce: 3.34734
[train: 1, 123 / 4333] FPS: 7.8 (8.8) , Loss/total: 5.26551 , Loss/bb_ce: 0.92949 , ClfTrain/clf_ce: 3.34783
[train: 1, 124 / 4333] FPS: 7.8 (8.8) , Loss/total: 5.26834 , Loss/bb_ce: 0.92421 , ClfTrain/clf_ce: 3.35046
[train: 1, 125 / 4333] FPS: 7.8 (8.7) , Loss/total: 5.26617 , Loss/bb_ce: 0.90425 , ClfTrain/clf_ce: 3.34917
[train: 1, 126 / 4333] FPS: 7.8 (8.8) , Loss/total: 5.26954 , Loss/bb_ce: 0.89725 , ClfTrain/clf_ce: 3.35176
[train: 1, 127 / 4333] FPS: 7.8 (8.8) , Loss/total: 5.26514 , Loss/bb_ce: 0.88122 , ClfTrain/clf_ce: 3.34941
[train: 1, 128 / 4333] FPS: 7.8 (8.8) , Loss/total: 5.26166 , Loss/bb_ce: 0.87154 , ClfTrain/clf_ce: 3.34787
[train: 1, 129 / 4333] FPS: 7.9 (8.8) , Loss/total: 5.25920 , Loss/bb_ce: 0.85661 , ClfTrain/clf_ce: 3.34632
[train: 1, 130 / 4333] FPS: 7.9 (8.6) , Loss/total: 5.25668 , Loss/bb_ce: 0.83894 , ClfTrain/clf_ce: 3.34499
[train: 1, 131 / 4333] FPS: 7.9 (8.8) , Loss/total: 5.25420 , Loss/bb_ce: 0.82935 , ClfTrain/clf_ce: 3.34367
[train: 1, 132 / 4333] FPS: 7.9 (8.7) , Loss/total: 5.24963 , Loss/bb_ce: 0.81416 , ClfTrain/clf_ce: 3.34079
[train: 1, 133 / 4333] FPS: 7.9 (8.7) , Loss/total: 5.24760 , Loss/bb_ce: 0.80093 , ClfTrain/clf_ce: 3.33981
[train: 1, 134 / 4333] FPS: 7.9 (8.7) , Loss/total: 5.24911 , Loss/bb_ce: 0.79279 , ClfTrain/clf_ce: 3.34121
[train: 1, 135 / 4333] FPS: 7.9 (8.8) , Loss/total: 5.24929 , Loss/bb_ce: 0.78041 , ClfTrain/clf_ce: 3.34131
[train: 1, 136 / 4333] FPS: 7.9 (8.9) , Loss/total: 5.25153 , Loss/bb_ce: 0.77002 , ClfTrain/clf_ce: 3.34318
[train: 1, 137 / 4333] FPS: 7.9 (8.8) , Loss/total: 5.24604 , Loss/bb_ce: 0.75572 , ClfTrain/clf_ce: 3.34004
[train: 1, 138 / 4333] FPS: 7.9 (8.8) , Loss/total: 5.24553 , Loss/bb_ce: 0.74407 , ClfTrain/clf_ce: 3.33965
[train: 1, 139 / 4333] FPS: 7.9 (8.7) , Loss/total: 5.24446 , Loss/bb_ce: 0.72802 , ClfTrain/clf_ce: 3.33901
[train: 1, 140 / 4333] FPS: 7.9 (8.9) , Loss/total: 5.24851 , Loss/bb_ce: 0.72181 , ClfTrain/clf_ce: 3.34199
[train: 1, 141 / 4333] FPS: 7.9 (8.7) , Loss/total: 5.24953 , Loss/bb_ce: 0.70986 , ClfTrain/clf_ce: 3.34326
[train: 1, 142 / 4333] FPS: 7.9 (8.8) , Loss/total: 5.25535 , Loss/bb_ce: 0.70621 , ClfTrain/clf_ce: 3.34760
[train: 1, 143 / 4333] FPS: 7.9 (8.8) , Loss/total: 5.25272 , Loss/bb_ce: 0.69832 , ClfTrain/clf_ce: 3.34594
[train: 1, 144 / 4333] FPS: 7.9 (8.7) , Loss/total: 5.25224 , Loss/bb_ce: 0.68759 , ClfTrain/clf_ce: 3.34563
[train: 1, 145 / 4333] FPS: 7.9 (8.7) , Loss/total: 5.24726 , Loss/bb_ce: 0.67200 , ClfTrain/clf_ce: 3.34314
[train: 1, 146 / 4333] FPS: 7.9 (8.8) , Loss/total: 5.24215 , Loss/bb_ce: 0.65573 , ClfTrain/clf_ce: 3.34025
[train: 1, 147 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.24372 , Loss/bb_ce: 0.65709 , ClfTrain/clf_ce: 3.34157
[train: 1, 148 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.24545 , Loss/bb_ce: 0.65339 , ClfTrain/clf_ce: 3.34287
[train: 1, 149 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.24386 , Loss/bb_ce: 0.63736 , ClfTrain/clf_ce: 3.34248
[train: 1, 150 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.24408 , Loss/bb_ce: 0.62958 , ClfTrain/clf_ce: 3.34341
[train: 1, 151 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.24474 , Loss/bb_ce: 0.62530 , ClfTrain/clf_ce: 3.34411
[train: 1, 152 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.24559 , Loss/bb_ce: 0.61804 , ClfTrain/clf_ce: 3.34529
[train: 1, 153 / 4333] FPS: 8.0 (8.9) , Loss/total: 5.24370 , Loss/bb_ce: 0.60918 , ClfTrain/clf_ce: 3.34456
[train: 1, 154 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.24263 , Loss/bb_ce: 0.60079 , ClfTrain/clf_ce: 3.34339
[train: 1, 155 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.23687 , Loss/bb_ce: 0.58304 , ClfTrain/clf_ce: 3.34032
[train: 1, 156 / 4333] FPS: 8.0 (8.7) , Loss/total: 5.23473 , Loss/bb_ce: 0.57231 , ClfTrain/clf_ce: 3.33967
[train: 1, 157 / 4333] FPS: 8.0 (8.7) , Loss/total: 5.23503 , Loss/bb_ce: 0.56739 , ClfTrain/clf_ce: 3.33968
[train: 1, 158 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.23082 , Loss/bb_ce: 0.55303 , ClfTrain/clf_ce: 3.33720
[train: 1, 159 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.23128 , Loss/bb_ce: 0.55058 , ClfTrain/clf_ce: 3.33739
[train: 1, 160 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.22962 , Loss/bb_ce: 0.54105 , ClfTrain/clf_ce: 3.33664
[train: 1, 161 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.23134 , Loss/bb_ce: 0.54079 , ClfTrain/clf_ce: 3.33760
[train: 1, 162 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.22628 , Loss/bb_ce: 0.52281 , ClfTrain/clf_ce: 3.33506
[train: 1, 163 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.22510 , Loss/bb_ce: 0.51201 , ClfTrain/clf_ce: 3.33495
[train: 1, 164 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.22139 , Loss/bb_ce: 0.49642 , ClfTrain/clf_ce: 3.33306
[train: 1, 165 / 4333] FPS: 8.0 (8.6) , Loss/total: 5.22174 , Loss/bb_ce: 0.48765 , ClfTrain/clf_ce: 3.33335
[train: 1, 166 / 4333] FPS: 8.0 (8.7) , Loss/total: 5.22514 , Loss/bb_ce: 0.48328 , ClfTrain/clf_ce: 3.33562
[train: 1, 167 / 4333] FPS: 8.0 (8.7) , Loss/total: 5.22440 , Loss/bb_ce: 0.47388 , ClfTrain/clf_ce: 3.33552
[train: 1, 168 / 4333] FPS: 8.0 (8.8) , Loss/total: 5.22419 , Loss/bb_ce: 0.46622 , ClfTrain/clf_ce: 3.33542
[train: 1, 169 / 4333] FPS: 8.1 (8.8) , Loss/total: 5.22522 , Loss/bb_ce: 0.45981 , ClfTrain/clf_ce: 3.33624
[train: 1, 170 / 4333] FPS: 8.1 (8.7) , Loss/total: 5.22257 , Loss/bb_ce: 0.44852 , ClfTrain/clf_ce: 3.33509
[train: 1, 171 / 4333] FPS: 8.1 (8.7) , Loss/total: 5.22198 , Loss/bb_ce: 0.43974 , ClfTrain/clf_ce: 3.33458
[train: 1, 172 / 4333] FPS: 8.1 (8.8) , Loss/total: 5.22097 , Loss/bb_ce: 0.43393 , ClfTrain/clf_ce: 3.33417
[train: 1, 173 / 4333] FPS: 8.1 (8.9) , Loss/total: 5.21830 , Loss/bb_ce: 0.42391 , ClfTrain/clf_ce: 3.33227
[train: 1, 174 / 4333] FPS: 8.1 (8.7) , Loss/total: 5.21754 , Loss/bb_ce: 0.41457 , ClfTrain/clf_ce: 3.33191
[train: 1, 175 / 4333] FPS: 8.1 (8.7) , Loss/total: 5.21561 , Loss/bb_ce: 0.40320 , ClfTrain/clf_ce: 3.33099
[train: 1, 176 / 4333] FPS: 8.1 (8.8) , Loss/total: 5.21182 , Loss/bb_ce: 0.39155 , ClfTrain/clf_ce: 3.32899
[train: 1, 177 / 4333] FPS: 8.1 (8.9) , Loss/total: 5.21311 , Loss/bb_ce: 0.38826 , ClfTrain/clf_ce: 3.33038
[train: 1, 178 / 4333] FPS: 8.1 (8.6) , Loss/total: 5.20999 , Loss/bb_ce: 0.37943 , ClfTrain/clf_ce: 3.32877
[train: 1, 179 / 4333] FPS: 8.1 (8.8) , Loss/total: 5.20903 , Loss/bb_ce: 0.36739 , ClfTrain/clf_ce: 3.32839
[train: 1, 180 / 4333] FPS: 8.1 (8.8) , Loss/total: 5.20900 , Loss/bb_ce: 0.36063 , ClfTrain/clf_ce: 3.32754
[train: 1, 181 / 4333] FPS: 8.1 (8.7) , Loss/total: 5.20765 , Loss/bb_ce: 0.34969 , ClfTrain/clf_ce: 3.32658
[train: 1, 182 / 4333] FPS: 8.1 (8.8) , Loss/total: 5.20533 , Loss/bb_ce: 0.33817 , ClfTrain/clf_ce: 3.32559
[train: 1, 183 / 4333] FPS: 8.1 (8.9) , Loss/total: 5.20671 , Loss/bb_ce: 0.33131 , ClfTrain/clf_ce: 3.32661
[train: 1, 184 / 4333] FPS: 8.1 (8.8) , Loss/total: 5.20362 , Loss/bb_ce: 0.32319 , ClfTrain/clf_ce: 3.32508
[train: 1, 185 / 4333] FPS: 8.1 (8.7) , Loss/total: 5.20535 , Loss/bb_ce: 0.31296 , ClfTrain/clf_ce: 3.32663
[train: 1, 186 / 4333] FPS: 8.1 (8.7) , Loss/total: 5.20505 , Loss/bb_ce: 0.31009 , ClfTrain/clf_ce: 3.32671
[train: 1, 187 / 4333] FPS: 8.1 (8.7) , Loss/total: 5.20471 , Loss/bb_ce: 0.30462 , ClfTrain/clf_ce: 3.32666
[train: 1, 188 / 4333] FPS: 8.1 (8.7) , Loss/total: 5.20698 , Loss/bb_ce: 0.29912 , ClfTrain/clf_ce: 3.32828
[train: 1, 189 / 4333] FPS: 8.1 (8.6) , Loss/total: 5.20331 , Loss/bb_ce: 0.29060 , ClfTrain/clf_ce: 3.32610
[train: 1, 190 / 4333] FPS: 8.1 (8.8) , Loss/total: 5.20341 , Loss/bb_ce: 0.28723 , ClfTrain/clf_ce: 3.32607
[train: 1, 191 / 4333] FPS: 8.1 (7.4) , Loss/total: 5.20011 , Loss/bb_ce: 0.28307 , ClfTrain/clf_ce: 3.32438
[train: 1, 192 / 4333] FPS: 8.1 (7.7) , Loss/total: 5.19958 , Loss/bb_ce: 0.27162 , ClfTrain/clf_ce: 3.32415
[train: 1, 193 / 4333] FPS: 8.1 (8.0) , Loss/total: 5.20285 , Loss/bb_ce: 0.27205 , ClfTrain/clf_ce: 3.32640
[train: 1, 194 / 4333] FPS: 8.1 (8.6) , Loss/total: 5.20094 , Loss/bb_ce: 0.27435 , ClfTrain/clf_ce: 3.32558
[train: 1, 195 / 4333] FPS: 8.1 (9.0) , Loss/total: 5.20093 , Loss/bb_ce: 0.26961 , ClfTrain/clf_ce: 3.32519
[train: 1, 196 / 4333] FPS: 8.1 (9.2) , Loss/total: 5.19974 , Loss/bb_ce: 0.25695 , ClfTrain/clf_ce: 3.32475
[train: 1, 197 / 4333] FPS: 8.1 (8.9) , Loss/total: 5.19889 , Loss/bb_ce: 0.24871 , ClfTrain/clf_ce: 3.32446
[train: 1, 198 / 4333] FPS: 8.1 (9.2) , Loss/total: 5.19639 , Loss/bb_ce: 0.23916 , ClfTrain/clf_ce: 3.32287
[train: 1, 199 / 4333] FPS: 8.1 (8.7) , Loss/total: 5.19311 , Loss/bb_ce: 0.22991 , ClfTrain/clf_ce: 3.32116
[train: 1, 200 / 4333] FPS: 8.1 (8.3) , Loss/total: 5.19538 , Loss/bb_ce: 0.22594 , ClfTrain/clf_ce: 3.32235
[train: 3, 1742 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48420 , Loss/bb_ce: -3.84931 , ClfTrain/clf_ce: 2.98331
[train: 3, 1743 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48431 , Loss/bb_ce: -3.84929 , ClfTrain/clf_ce: 2.98337
[train: 3, 1744 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48432 , Loss/bb_ce: -3.84951 , ClfTrain/clf_ce: 2.98339
[train: 3, 1745 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48426 , Loss/bb_ce: -3.84955 , ClfTrain/clf_ce: 2.98334
[train: 3, 1746 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48436 , Loss/bb_ce: -3.84953 , ClfTrain/clf_ce: 2.98342
[train: 3, 1747 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48420 , Loss/bb_ce: -3.84985 , ClfTrain/clf_ce: 2.98331
[train: 3, 1748 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48420 , Loss/bb_ce: -3.84983 , ClfTrain/clf_ce: 2.98331
[train: 3, 1749 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48426 , Loss/bb_ce: -3.84934 , ClfTrain/clf_ce: 2.98335
[train: 3, 1750 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48421 , Loss/bb_ce: -3.84946 , ClfTrain/clf_ce: 2.98332
[train: 3, 1751 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48410 , Loss/bb_ce: -3.84940 , ClfTrain/clf_ce: 2.98325
[train: 3, 1752 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48462 , Loss/bb_ce: -3.84922 , ClfTrain/clf_ce: 2.98360
[train: 3, 1753 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48449 , Loss/bb_ce: -3.84976 , ClfTrain/clf_ce: 2.98350
[train: 3, 1754 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48447 , Loss/bb_ce: -3.85027 , ClfTrain/clf_ce: 2.98347
[train: 3, 1755 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48448 , Loss/bb_ce: -3.85029 , ClfTrain/clf_ce: 2.98350
[train: 3, 1756 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48469 , Loss/bb_ce: -3.84975 , ClfTrain/clf_ce: 2.98362
[train: 3, 1757 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48457 , Loss/bb_ce: -3.85021 , ClfTrain/clf_ce: 2.98355
[train: 3, 1758 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48455 , Loss/bb_ce: -3.85025 , ClfTrain/clf_ce: 2.98355
[train: 3, 1759 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48438 , Loss/bb_ce: -3.85028 , ClfTrain/clf_ce: 2.98345
[train: 3, 1760 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48432 , Loss/bb_ce: -3.85039 , ClfTrain/clf_ce: 2.98343
[train: 3, 1761 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48415 , Loss/bb_ce: -3.85068 , ClfTrain/clf_ce: 2.98331
[train: 3, 1762 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48398 , Loss/bb_ce: -3.85096 , ClfTrain/clf_ce: 2.98320
[train: 3, 1763 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48408 , Loss/bb_ce: -3.85093 , ClfTrain/clf_ce: 2.98326
[train: 3, 1764 / 4333] FPS: 8.8 (9.2) , Loss/total: 4.48396 , Loss/bb_ce: -3.85158 , ClfTrain/clf_ce: 2.98318
[train: 3, 1765 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48406 , Loss/bb_ce: -3.85155 , ClfTrain/clf_ce: 2.98326
[train: 3, 1766 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48406 , Loss/bb_ce: -3.85086 , ClfTrain/clf_ce: 2.98325
[train: 3, 1767 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48391 , Loss/bb_ce: -3.85094 , ClfTrain/clf_ce: 2.98315
[train: 3, 1768 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48386 , Loss/bb_ce: -3.85087 , ClfTrain/clf_ce: 2.98311
[train: 3, 1769 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48368 , Loss/bb_ce: -3.85138 , ClfTrain/clf_ce: 2.98299
[train: 3, 1770 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48359 , Loss/bb_ce: -3.85188 , ClfTrain/clf_ce: 2.98293
[train: 3, 1771 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48374 , Loss/bb_ce: -3.85160 , ClfTrain/clf_ce: 2.98302
[train: 3, 1772 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48374 , Loss/bb_ce: -3.85160 , ClfTrain/clf_ce: 2.98303
[train: 3, 1773 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48370 , Loss/bb_ce: -3.85179 , ClfTrain/clf_ce: 2.98301
[train: 3, 1774 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48357 , Loss/bb_ce: -3.85172 , ClfTrain/clf_ce: 2.98292
[train: 3, 1775 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48345 , Loss/bb_ce: -3.85198 , ClfTrain/clf_ce: 2.98283
[train: 3, 1776 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48336 , Loss/bb_ce: -3.85230 , ClfTrain/clf_ce: 2.98278
[train: 3, 1777 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48333 , Loss/bb_ce: -3.85248 , ClfTrain/clf_ce: 2.98276
[train: 3, 1778 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48319 , Loss/bb_ce: -3.85296 , ClfTrain/clf_ce: 2.98268
[train: 3, 1779 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48326 , Loss/bb_ce: -3.85310 , ClfTrain/clf_ce: 2.98274
[train: 3, 1780 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48332 , Loss/bb_ce: -3.85293 , ClfTrain/clf_ce: 2.98277
[train: 3, 1781 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48329 , Loss/bb_ce: -3.85281 , ClfTrain/clf_ce: 2.98276
[train: 3, 1782 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48354 , Loss/bb_ce: -3.85274 , ClfTrain/clf_ce: 2.98291
[train: 3, 1783 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48370 , Loss/bb_ce: -3.85251 , ClfTrain/clf_ce: 2.98300
[train: 3, 1784 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48372 , Loss/bb_ce: -3.85219 , ClfTrain/clf_ce: 2.98302
[train: 3, 1785 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48368 , Loss/bb_ce: -3.85178 , ClfTrain/clf_ce: 2.98300
[train: 3, 1786 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48355 , Loss/bb_ce: -3.85172 , ClfTrain/clf_ce: 2.98292
[train: 3, 1787 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48362 , Loss/bb_ce: -3.85180 , ClfTrain/clf_ce: 2.98295
[train: 3, 1788 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48341 , Loss/bb_ce: -3.85197 , ClfTrain/clf_ce: 2.98282
[train: 3, 1789 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48329 , Loss/bb_ce: -3.85236 , ClfTrain/clf_ce: 2.98275
[train: 3, 1790 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48326 , Loss/bb_ce: -3.85287 , ClfTrain/clf_ce: 2.98273
[train: 3, 1791 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48359 , Loss/bb_ce: -3.85206 , ClfTrain/clf_ce: 2.98296
[train: 3, 1792 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48343 , Loss/bb_ce: -3.85246 , ClfTrain/clf_ce: 2.98286
[train: 3, 1793 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48342 , Loss/bb_ce: -3.85260 , ClfTrain/clf_ce: 2.98285
[train: 3, 1794 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48347 , Loss/bb_ce: -3.85319 , ClfTrain/clf_ce: 2.98287
[train: 3, 1795 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48346 , Loss/bb_ce: -3.85332 , ClfTrain/clf_ce: 2.98287
[train: 3, 1796 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48380 , Loss/bb_ce: -3.85356 , ClfTrain/clf_ce: 2.98307
[train: 3, 1797 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48381 , Loss/bb_ce: -3.85330 , ClfTrain/clf_ce: 2.98306
[train: 3, 1798 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48387 , Loss/bb_ce: -3.85290 , ClfTrain/clf_ce: 2.98307
[train: 3, 1799 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48378 , Loss/bb_ce: -3.85285 , ClfTrain/clf_ce: 2.98301
[train: 3, 1800 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48374 , Loss/bb_ce: -3.85287 , ClfTrain/clf_ce: 2.98300
[train: 3, 1801 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48366 , Loss/bb_ce: -3.85311 , ClfTrain/clf_ce: 2.98295
[train: 3, 1802 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48374 , Loss/bb_ce: -3.85320 , ClfTrain/clf_ce: 2.98300
[train: 3, 1803 / 4333] FPS: 8.8 (9.2) , Loss/total: 4.48353 , Loss/bb_ce: -3.85400 , ClfTrain/clf_ce: 2.98287
[train: 3, 1804 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48356 , Loss/bb_ce: -3.85397 , ClfTrain/clf_ce: 2.98290
[train: 3, 1805 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48342 , Loss/bb_ce: -3.85390 , ClfTrain/clf_ce: 2.98281
[train: 3, 1806 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48326 , Loss/bb_ce: -3.85413 , ClfTrain/clf_ce: 2.98271
[train: 3, 1807 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48330 , Loss/bb_ce: -3.85410 , ClfTrain/clf_ce: 2.98274
[train: 3, 1808 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48335 , Loss/bb_ce: -3.85461 , ClfTrain/clf_ce: 2.98278
[train: 3, 1809 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48343 , Loss/bb_ce: -3.85440 , ClfTrain/clf_ce: 2.98284
[train: 3, 1810 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48337 , Loss/bb_ce: -3.85418 , ClfTrain/clf_ce: 2.98280
[train: 3, 1811 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48358 , Loss/bb_ce: -3.85443 , ClfTrain/clf_ce: 2.98295
[train: 3, 1812 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48341 , Loss/bb_ce: -3.85455 , ClfTrain/clf_ce: 2.98284
[train: 3, 1813 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48325 , Loss/bb_ce: -3.85470 , ClfTrain/clf_ce: 2.98274
[train: 3, 1814 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48315 , Loss/bb_ce: -3.85449 , ClfTrain/clf_ce: 2.98267
[train: 3, 1815 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48318 , Loss/bb_ce: -3.85385 , ClfTrain/clf_ce: 2.98268
[train: 3, 1816 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48304 , Loss/bb_ce: -3.85405 , ClfTrain/clf_ce: 2.98259
[train: 3, 1817 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48313 , Loss/bb_ce: -3.85369 , ClfTrain/clf_ce: 2.98264
[train: 3, 1818 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48308 , Loss/bb_ce: -3.85381 , ClfTrain/clf_ce: 2.98260
[train: 3, 1819 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48300 , Loss/bb_ce: -3.85425 , ClfTrain/clf_ce: 2.98256
[train: 3, 1820 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48302 , Loss/bb_ce: -3.85381 , ClfTrain/clf_ce: 2.98258
[train: 3, 1821 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48297 , Loss/bb_ce: -3.85384 , ClfTrain/clf_ce: 2.98255
[train: 3, 1822 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48290 , Loss/bb_ce: -3.85397 , ClfTrain/clf_ce: 2.98251
[train: 3, 1823 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48296 , Loss/bb_ce: -3.85379 , ClfTrain/clf_ce: 2.98253
[train: 3, 1824 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48310 , Loss/bb_ce: -3.85394 , ClfTrain/clf_ce: 2.98261
[train: 3, 1825 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48328 , Loss/bb_ce: -3.85359 , ClfTrain/clf_ce: 2.98273
[train: 3, 1826 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48341 , Loss/bb_ce: -3.85360 , ClfTrain/clf_ce: 2.98279
[train: 3, 1827 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48331 , Loss/bb_ce: -3.85359 , ClfTrain/clf_ce: 2.98272
[train: 3, 1828 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48311 , Loss/bb_ce: -3.85351 , ClfTrain/clf_ce: 2.98259
[train: 3, 1829 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48305 , Loss/bb_ce: -3.85337 , ClfTrain/clf_ce: 2.98254
[train: 3, 1830 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48318 , Loss/bb_ce: -3.85305 , ClfTrain/clf_ce: 2.98262
[train: 3, 1831 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48320 , Loss/bb_ce: -3.85355 , ClfTrain/clf_ce: 2.98262
[train: 3, 1832 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48315 , Loss/bb_ce: -3.85383 , ClfTrain/clf_ce: 2.98258
[train: 3, 1833 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48305 , Loss/bb_ce: -3.85394 , ClfTrain/clf_ce: 2.98252
[train: 3, 1834 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48343 , Loss/bb_ce: -3.85336 , ClfTrain/clf_ce: 2.98277
[train: 3, 1835 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48360 , Loss/bb_ce: -3.85314 , ClfTrain/clf_ce: 2.98288
[train: 3, 1836 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48365 , Loss/bb_ce: -3.85294 , ClfTrain/clf_ce: 2.98291
[train: 3, 1837 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48360 , Loss/bb_ce: -3.85312 , ClfTrain/clf_ce: 2.98288
[train: 3, 1838 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48350 , Loss/bb_ce: -3.85322 , ClfTrain/clf_ce: 2.98281
[train: 3, 1839 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48351 , Loss/bb_ce: -3.85347 , ClfTrain/clf_ce: 2.98283
[train: 3, 1840 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48334 , Loss/bb_ce: -3.85396 , ClfTrain/clf_ce: 2.98271
[train: 3, 1841 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48326 , Loss/bb_ce: -3.85425 , ClfTrain/clf_ce: 2.98265
[train: 3, 1842 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48314 , Loss/bb_ce: -3.85483 , ClfTrain/clf_ce: 2.98257
[train: 3, 1843 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48299 , Loss/bb_ce: -3.85530 , ClfTrain/clf_ce: 2.98248
[train: 3, 1844 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48286 , Loss/bb_ce: -3.85593 , ClfTrain/clf_ce: 2.98240
[train: 3, 1845 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48277 , Loss/bb_ce: -3.85626 , ClfTrain/clf_ce: 2.98233
[train: 3, 1846 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48290 , Loss/bb_ce: -3.85659 , ClfTrain/clf_ce: 2.98242
[train: 3, 1847 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48280 , Loss/bb_ce: -3.85705 , ClfTrain/clf_ce: 2.98236
[train: 3, 1848 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48278 , Loss/bb_ce: -3.85702 , ClfTrain/clf_ce: 2.98235
[train: 3, 1849 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48270 , Loss/bb_ce: -3.85722 , ClfTrain/clf_ce: 2.98229
[train: 3, 1850 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48268 , Loss/bb_ce: -3.85735 , ClfTrain/clf_ce: 2.98228
[train: 3, 1851 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48268 , Loss/bb_ce: -3.85698 , ClfTrain/clf_ce: 2.98227
[train: 3, 1852 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48272 , Loss/bb_ce: -3.85706 , ClfTrain/clf_ce: 2.98227
[train: 3, 1853 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48265 , Loss/bb_ce: -3.85705 , ClfTrain/clf_ce: 2.98222
[train: 3, 1854 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48258 , Loss/bb_ce: -3.85746 , ClfTrain/clf_ce: 2.98218
[train: 3, 1855 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48256 , Loss/bb_ce: -3.85773 , ClfTrain/clf_ce: 2.98218
[train: 3, 1856 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48286 , Loss/bb_ce: -3.85706 , ClfTrain/clf_ce: 2.98238
[train: 3, 1857 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48285 , Loss/bb_ce: -3.85682 , ClfTrain/clf_ce: 2.98237
[train: 3, 1858 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48276 , Loss/bb_ce: -3.85692 , ClfTrain/clf_ce: 2.98230
[train: 3, 1859 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48262 , Loss/bb_ce: -3.85712 , ClfTrain/clf_ce: 2.98221
[train: 3, 1860 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48255 , Loss/bb_ce: -3.85729 , ClfTrain/clf_ce: 2.98217
[train: 3, 1861 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48251 , Loss/bb_ce: -3.85758 , ClfTrain/clf_ce: 2.98217
[train: 3, 1862 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48252 , Loss/bb_ce: -3.85782 , ClfTrain/clf_ce: 2.98218
[train: 3, 1863 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48262 , Loss/bb_ce: -3.85767 , ClfTrain/clf_ce: 2.98226
[train: 3, 1864 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48262 , Loss/bb_ce: -3.85802 , ClfTrain/clf_ce: 2.98226
[train: 3, 1865 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48264 , Loss/bb_ce: -3.85797 , ClfTrain/clf_ce: 2.98226
[train: 3, 1866 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48252 , Loss/bb_ce: -3.85791 , ClfTrain/clf_ce: 2.98217
[train: 3, 1867 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48248 , Loss/bb_ce: -3.85783 , ClfTrain/clf_ce: 2.98215
[train: 3, 1868 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48235 , Loss/bb_ce: -3.85821 , ClfTrain/clf_ce: 2.98207
[train: 3, 1869 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48247 , Loss/bb_ce: -3.85825 , ClfTrain/clf_ce: 2.98216
[train: 3, 1870 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48254 , Loss/bb_ce: -3.85818 , ClfTrain/clf_ce: 2.98221
[train: 3, 1871 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48277 , Loss/bb_ce: -3.85842 , ClfTrain/clf_ce: 2.98238
[train: 3, 1872 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48291 , Loss/bb_ce: -3.85820 , ClfTrain/clf_ce: 2.98245
[train: 3, 1873 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48331 , Loss/bb_ce: -3.85767 , ClfTrain/clf_ce: 2.98271
[train: 3, 1874 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48313 , Loss/bb_ce: -3.85786 , ClfTrain/clf_ce: 2.98260
[train: 3, 1875 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48306 , Loss/bb_ce: -3.85789 , ClfTrain/clf_ce: 2.98255
[train: 3, 1876 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48296 , Loss/bb_ce: -3.85802 , ClfTrain/clf_ce: 2.98248
[train: 3, 1877 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48303 , Loss/bb_ce: -3.85673 , ClfTrain/clf_ce: 2.98251
[train: 3, 1878 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48300 , Loss/bb_ce: -3.85694 , ClfTrain/clf_ce: 2.98249
[train: 3, 1879 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48294 , Loss/bb_ce: -3.85727 , ClfTrain/clf_ce: 2.98246
[train: 3, 1880 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48278 , Loss/bb_ce: -3.85780 , ClfTrain/clf_ce: 2.98236
[train: 3, 1881 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48272 , Loss/bb_ce: -3.85808 , ClfTrain/clf_ce: 2.98231
[train: 3, 1882 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48274 , Loss/bb_ce: -3.85813 , ClfTrain/clf_ce: 2.98233
[train: 3, 1883 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48264 , Loss/bb_ce: -3.85837 , ClfTrain/clf_ce: 2.98227
[train: 3, 1884 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48262 , Loss/bb_ce: -3.85866 , ClfTrain/clf_ce: 2.98225
[train: 3, 1885 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48239 , Loss/bb_ce: -3.85835 , ClfTrain/clf_ce: 2.98210
[train: 3, 1886 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48229 , Loss/bb_ce: -3.85859 , ClfTrain/clf_ce: 2.98203
[train: 3, 1887 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48227 , Loss/bb_ce: -3.85881 , ClfTrain/clf_ce: 2.98201
[train: 3, 1888 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48224 , Loss/bb_ce: -3.85815 , ClfTrain/clf_ce: 2.98200
[train: 3, 1889 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48219 , Loss/bb_ce: -3.85816 , ClfTrain/clf_ce: 2.98197
[train: 3, 1890 / 4333] FPS: 8.8 (9.2) , Loss/total: 4.48236 , Loss/bb_ce: -3.85783 , ClfTrain/clf_ce: 2.98206
[train: 3, 1891 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48230 , Loss/bb_ce: -3.85822 , ClfTrain/clf_ce: 2.98203
[train: 3, 1892 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48250 , Loss/bb_ce: -3.85801 , ClfTrain/clf_ce: 2.98216
[train: 3, 1893 / 4333] FPS: 8.8 (9.2) , Loss/total: 4.48266 , Loss/bb_ce: -3.85731 , ClfTrain/clf_ce: 2.98226
[train: 3, 1894 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48287 , Loss/bb_ce: -3.85710 , ClfTrain/clf_ce: 2.98239
[train: 3, 1895 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48276 , Loss/bb_ce: -3.85707 , ClfTrain/clf_ce: 2.98232
[train: 3, 1896 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48270 , Loss/bb_ce: -3.85679 , ClfTrain/clf_ce: 2.98228
[train: 3, 1897 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48283 , Loss/bb_ce: -3.85655 , ClfTrain/clf_ce: 2.98235
[train: 3, 1898 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48281 , Loss/bb_ce: -3.85655 , ClfTrain/clf_ce: 2.98235
[train: 3, 1899 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48266 , Loss/bb_ce: -3.85677 , ClfTrain/clf_ce: 2.98226
[train: 3, 1900 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48295 , Loss/bb_ce: -3.85614 , ClfTrain/clf_ce: 2.98247
[train: 3, 1901 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48287 , Loss/bb_ce: -3.85617 , ClfTrain/clf_ce: 2.98242
[train: 3, 1902 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48268 , Loss/bb_ce: -3.85634 , ClfTrain/clf_ce: 2.98231
[train: 3, 1903 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48308 , Loss/bb_ce: -3.85493 , ClfTrain/clf_ce: 2.98255
[train: 3, 1904 / 4333] FPS: 8.8 (9.2) , Loss/total: 4.48318 , Loss/bb_ce: -3.85491 , ClfTrain/clf_ce: 2.98262
[train: 3, 1905 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48302 , Loss/bb_ce: -3.85524 , ClfTrain/clf_ce: 2.98252
[train: 3, 1906 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48302 , Loss/bb_ce: -3.85524 , ClfTrain/clf_ce: 2.98251
[train: 3, 1907 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48294 , Loss/bb_ce: -3.85537 , ClfTrain/clf_ce: 2.98245
[train: 3, 1908 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48278 , Loss/bb_ce: -3.85553 , ClfTrain/clf_ce: 2.98236
[train: 3, 1909 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48262 , Loss/bb_ce: -3.85631 , ClfTrain/clf_ce: 2.98226
[train: 3, 1910 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48303 , Loss/bb_ce: -3.85640 , ClfTrain/clf_ce: 2.98256
[train: 3, 1911 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48309 , Loss/bb_ce: -3.85614 , ClfTrain/clf_ce: 2.98260
[train: 3, 1912 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48330 , Loss/bb_ce: -3.85588 , ClfTrain/clf_ce: 2.98274
[train: 3, 1913 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48340 , Loss/bb_ce: -3.85577 , ClfTrain/clf_ce: 2.98279
[train: 3, 1914 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48334 , Loss/bb_ce: -3.85597 , ClfTrain/clf_ce: 2.98276
[train: 3, 1915 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48332 , Loss/bb_ce: -3.85609 , ClfTrain/clf_ce: 2.98274
[train: 3, 1916 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48330 , Loss/bb_ce: -3.85587 , ClfTrain/clf_ce: 2.98274
[train: 3, 1917 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48318 , Loss/bb_ce: -3.85593 , ClfTrain/clf_ce: 2.98265
[train: 3, 1918 / 4333] FPS: 8.8 (9.2) , Loss/total: 4.48317 , Loss/bb_ce: -3.85625 , ClfTrain/clf_ce: 2.98264
[train: 3, 1919 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48313 , Loss/bb_ce: -3.85646 , ClfTrain/clf_ce: 2.98262
[train: 3, 1920 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48311 , Loss/bb_ce: -3.85694 , ClfTrain/clf_ce: 2.98261
[train: 3, 1921 / 4333] FPS: 8.8 (9.3) , Loss/total: 4.48290 , Loss/bb_ce: -3.85738 , ClfTrain/clf_ce: 2.98247
[train: 3, 1922 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48281 , Loss/bb_ce: -3.85704 , ClfTrain/clf_ce: 2.98241
[train: 3, 1923 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48284 , Loss/bb_ce: -3.85729 , ClfTrain/clf_ce: 2.98246
[train: 3, 1924 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48276 , Loss/bb_ce: -3.85747 , ClfTrain/clf_ce: 2.98241
[train: 3, 1925 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48274 , Loss/bb_ce: -3.85649 , ClfTrain/clf_ce: 2.98239
[train: 3, 1926 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48264 , Loss/bb_ce: -3.85692 , ClfTrain/clf_ce: 2.98234
[train: 3, 1927 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48323 , Loss/bb_ce: -3.85600 , ClfTrain/clf_ce: 2.98275
[train: 3, 1928 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48338 , Loss/bb_ce: -3.85569 , ClfTrain/clf_ce: 2.98288
[train: 3, 1929 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48320 , Loss/bb_ce: -3.85563 , ClfTrain/clf_ce: 2.98275
[train: 3, 1930 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48339 , Loss/bb_ce: -3.85499 , ClfTrain/clf_ce: 2.98286
[train: 3, 1931 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48342 , Loss/bb_ce: -3.85492 , ClfTrain/clf_ce: 2.98289
[train: 3, 1932 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48365 , Loss/bb_ce: -3.85443 , ClfTrain/clf_ce: 2.98303
[train: 3, 1933 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48353 , Loss/bb_ce: -3.85464 , ClfTrain/clf_ce: 2.98297
[train: 3, 1934 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48335 , Loss/bb_ce: -3.85505 , ClfTrain/clf_ce: 2.98285
[train: 3, 1935 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48348 , Loss/bb_ce: -3.85459 , ClfTrain/clf_ce: 2.98293
[train: 3, 1936 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48359 , Loss/bb_ce: -3.85458 , ClfTrain/clf_ce: 2.98300
[train: 3, 1937 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48398 , Loss/bb_ce: -3.85406 , ClfTrain/clf_ce: 2.98328
[train: 3, 1938 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48400 , Loss/bb_ce: -3.85418 , ClfTrain/clf_ce: 2.98329
[train: 3, 1939 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48400 , Loss/bb_ce: -3.85409 , ClfTrain/clf_ce: 2.98331
[train: 3, 1940 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48390 , Loss/bb_ce: -3.85428 , ClfTrain/clf_ce: 2.98323
[train: 3, 1941 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48398 , Loss/bb_ce: -3.85395 , ClfTrain/clf_ce: 2.98329
[train: 3, 1942 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48392 , Loss/bb_ce: -3.85400 , ClfTrain/clf_ce: 2.98325
[train: 3, 1943 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48395 , Loss/bb_ce: -3.85396 , ClfTrain/clf_ce: 2.98326
[train: 3, 1944 / 4333] FPS: 8.8 (8.2) , Loss/total: 4.48411 , Loss/bb_ce: -3.85367 , ClfTrain/clf_ce: 2.98337
[train: 3, 1945 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48423 , Loss/bb_ce: -3.85357 , ClfTrain/clf_ce: 2.98345
[train: 3, 1946 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48429 , Loss/bb_ce: -3.85310 , ClfTrain/clf_ce: 2.98349
[train: 3, 1947 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48415 , Loss/bb_ce: -3.85333 , ClfTrain/clf_ce: 2.98340
[train: 3, 1948 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48404 , Loss/bb_ce: -3.85329 , ClfTrain/clf_ce: 2.98332
[train: 3, 1949 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48404 , Loss/bb_ce: -3.85301 , ClfTrain/clf_ce: 2.98331
[train: 3, 1950 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48391 , Loss/bb_ce: -3.85329 , ClfTrain/clf_ce: 2.98323
[train: 3, 1951 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48401 , Loss/bb_ce: -3.85299 , ClfTrain/clf_ce: 2.98329
[train: 3, 1952 / 4333] FPS: 8.8 (9.2) , Loss/total: 4.48417 , Loss/bb_ce: -3.85269 , ClfTrain/clf_ce: 2.98338
[train: 3, 1953 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48418 , Loss/bb_ce: -3.85207 , ClfTrain/clf_ce: 2.98338
[train: 3, 1954 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48410 , Loss/bb_ce: -3.85244 , ClfTrain/clf_ce: 2.98333
[train: 3, 1955 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48413 , Loss/bb_ce: -3.85248 , ClfTrain/clf_ce: 2.98335
[train: 3, 1956 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48400 , Loss/bb_ce: -3.85273 , ClfTrain/clf_ce: 2.98325
[train: 3, 1957 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48420 , Loss/bb_ce: -3.85294 , ClfTrain/clf_ce: 2.98341
[train: 3, 1958 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48413 , Loss/bb_ce: -3.85322 , ClfTrain/clf_ce: 2.98335
[train: 3, 1959 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48424 , Loss/bb_ce: -3.85342 , ClfTrain/clf_ce: 2.98345
[train: 3, 1960 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48414 , Loss/bb_ce: -3.85304 , ClfTrain/clf_ce: 2.98338
[train: 3, 1961 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48404 , Loss/bb_ce: -3.85309 , ClfTrain/clf_ce: 2.98331
[train: 3, 1962 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48430 , Loss/bb_ce: -3.85307 , ClfTrain/clf_ce: 2.98349
[train: 3, 1963 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48430 , Loss/bb_ce: -3.85294 , ClfTrain/clf_ce: 2.98349
[train: 3, 1964 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48419 , Loss/bb_ce: -3.85350 , ClfTrain/clf_ce: 2.98341
[train: 3, 1965 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48447 , Loss/bb_ce: -3.85260 , ClfTrain/clf_ce: 2.98360
[train: 3, 1966 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48460 , Loss/bb_ce: -3.85267 , ClfTrain/clf_ce: 2.98367
[train: 3, 1967 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48454 , Loss/bb_ce: -3.85239 , ClfTrain/clf_ce: 2.98364
[train: 3, 1968 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48457 , Loss/bb_ce: -3.85243 , ClfTrain/clf_ce: 2.98366
[train: 3, 1969 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48487 , Loss/bb_ce: -3.85212 , ClfTrain/clf_ce: 2.98383
[train: 3, 1970 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48505 , Loss/bb_ce: -3.85218 , ClfTrain/clf_ce: 2.98395
[train: 3, 1971 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48484 , Loss/bb_ce: -3.85248 , ClfTrain/clf_ce: 2.98382
[train: 3, 1972 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48526 , Loss/bb_ce: -3.85211 , ClfTrain/clf_ce: 2.98412
[train: 3, 1973 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48537 , Loss/bb_ce: -3.85210 , ClfTrain/clf_ce: 2.98419
[train: 3, 1974 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48526 , Loss/bb_ce: -3.85232 , ClfTrain/clf_ce: 2.98413
[train: 3, 1975 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48527 , Loss/bb_ce: -3.85247 , ClfTrain/clf_ce: 2.98414
[train: 3, 1976 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48527 , Loss/bb_ce: -3.85189 , ClfTrain/clf_ce: 2.98415
[train: 3, 1977 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48546 , Loss/bb_ce: -3.85134 , ClfTrain/clf_ce: 2.98427
[train: 3, 1978 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48549 , Loss/bb_ce: -3.85145 , ClfTrain/clf_ce: 2.98429
[train: 3, 1979 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48542 , Loss/bb_ce: -3.85174 , ClfTrain/clf_ce: 2.98424
[train: 3, 1980 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48556 , Loss/bb_ce: -3.85179 , ClfTrain/clf_ce: 2.98435
[train: 3, 1981 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48558 , Loss/bb_ce: -3.85183 , ClfTrain/clf_ce: 2.98434
[train: 3, 1982 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48558 , Loss/bb_ce: -3.85195 , ClfTrain/clf_ce: 2.98434
[train: 3, 1983 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48547 , Loss/bb_ce: -3.85187 , ClfTrain/clf_ce: 2.98427
[train: 3, 1984 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48554 , Loss/bb_ce: -3.85165 , ClfTrain/clf_ce: 2.98431
[train: 3, 1985 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48553 , Loss/bb_ce: -3.85131 , ClfTrain/clf_ce: 2.98432
[train: 3, 1986 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48555 , Loss/bb_ce: -3.85113 , ClfTrain/clf_ce: 2.98432
[train: 3, 1987 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48554 , Loss/bb_ce: -3.85151 , ClfTrain/clf_ce: 2.98432
[train: 3, 1988 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48556 , Loss/bb_ce: -3.85161 , ClfTrain/clf_ce: 2.98434
[train: 3, 1989 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48567 , Loss/bb_ce: -3.85158 , ClfTrain/clf_ce: 2.98441
[train: 3, 1990 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48581 , Loss/bb_ce: -3.85167 , ClfTrain/clf_ce: 2.98451
[train: 3, 1991 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48572 , Loss/bb_ce: -3.85204 , ClfTrain/clf_ce: 2.98443
[train: 3, 1992 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48576 , Loss/bb_ce: -3.85208 , ClfTrain/clf_ce: 2.98447
[train: 3, 1993 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48574 , Loss/bb_ce: -3.85229 , ClfTrain/clf_ce: 2.98446
[train: 3, 1994 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48561 , Loss/bb_ce: -3.85176 , ClfTrain/clf_ce: 2.98437
[train: 3, 1995 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48571 , Loss/bb_ce: -3.85209 , ClfTrain/clf_ce: 2.98447
[train: 3, 1996 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48567 , Loss/bb_ce: -3.85243 , ClfTrain/clf_ce: 2.98445
[train: 3, 1997 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48578 , Loss/bb_ce: -3.85250 , ClfTrain/clf_ce: 2.98452
[train: 3, 1998 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48595 , Loss/bb_ce: -3.85197 , ClfTrain/clf_ce: 2.98464
[train: 3, 1999 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48598 , Loss/bb_ce: -3.85228 , ClfTrain/clf_ce: 2.98467
[train: 3, 2000 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48590 , Loss/bb_ce: -3.85221 , ClfTrain/clf_ce: 2.98461
[train: 3, 2001 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48579 , Loss/bb_ce: -3.85267 , ClfTrain/clf_ce: 2.98454
[train: 3, 2002 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48568 , Loss/bb_ce: -3.85256 , ClfTrain/clf_ce: 2.98447
[train: 3, 2003 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48603 , Loss/bb_ce: -3.85230 , ClfTrain/clf_ce: 2.98472
[train: 3, 2004 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48603 , Loss/bb_ce: -3.85188 , ClfTrain/clf_ce: 2.98476
[train: 3, 2005 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48590 , Loss/bb_ce: -3.85223 , ClfTrain/clf_ce: 2.98467
[train: 3, 2006 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48596 , Loss/bb_ce: -3.85194 , ClfTrain/clf_ce: 2.98470
[train: 3, 2007 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48586 , Loss/bb_ce: -3.85206 , ClfTrain/clf_ce: 2.98462
[train: 3, 2008 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48577 , Loss/bb_ce: -3.85228 , ClfTrain/clf_ce: 2.98456
[train: 3, 2009 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48570 , Loss/bb_ce: -3.85267 , ClfTrain/clf_ce: 2.98452
[train: 3, 2010 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48558 , Loss/bb_ce: -3.85294 , ClfTrain/clf_ce: 2.98444
[train: 3, 2011 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48561 , Loss/bb_ce: -3.85295 , ClfTrain/clf_ce: 2.98446
[train: 3, 2012 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48581 , Loss/bb_ce: -3.85177 , ClfTrain/clf_ce: 2.98459
[train: 3, 2013 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48570 , Loss/bb_ce: -3.85200 , ClfTrain/clf_ce: 2.98452
[train: 3, 2014 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48553 , Loss/bb_ce: -3.85228 , ClfTrain/clf_ce: 2.98441
[train: 3, 2015 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48547 , Loss/bb_ce: -3.85259 , ClfTrain/clf_ce: 2.98436
[train: 3, 2016 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48544 , Loss/bb_ce: -3.85278 , ClfTrain/clf_ce: 2.98434
[train: 3, 2017 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48540 , Loss/bb_ce: -3.85318 , ClfTrain/clf_ce: 2.98431
[train: 3, 2018 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48556 , Loss/bb_ce: -3.85278 , ClfTrain/clf_ce: 2.98441
[train: 3, 2019 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48560 , Loss/bb_ce: -3.85266 , ClfTrain/clf_ce: 2.98445
[train: 3, 2020 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48548 , Loss/bb_ce: -3.85272 , ClfTrain/clf_ce: 2.98436
[train: 3, 2021 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48550 , Loss/bb_ce: -3.85245 , ClfTrain/clf_ce: 2.98439
[train: 3, 2022 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48561 , Loss/bb_ce: -3.85280 , ClfTrain/clf_ce: 2.98446
[train: 3, 2023 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48571 , Loss/bb_ce: -3.85295 , ClfTrain/clf_ce: 2.98452
[train: 3, 2024 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48554 , Loss/bb_ce: -3.85353 , ClfTrain/clf_ce: 2.98442
[train: 3, 2025 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48559 , Loss/bb_ce: -3.85354 , ClfTrain/clf_ce: 2.98445
[train: 3, 2026 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48560 , Loss/bb_ce: -3.85372 , ClfTrain/clf_ce: 2.98446
[train: 3, 2027 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48557 , Loss/bb_ce: -3.85381 , ClfTrain/clf_ce: 2.98444
[train: 3, 2028 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48553 , Loss/bb_ce: -3.85357 , ClfTrain/clf_ce: 2.98440
[train: 3, 2029 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48541 , Loss/bb_ce: -3.85407 , ClfTrain/clf_ce: 2.98433
[train: 3, 2030 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48539 , Loss/bb_ce: -3.85396 , ClfTrain/clf_ce: 2.98431
[train: 3, 2031 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48534 , Loss/bb_ce: -3.85441 , ClfTrain/clf_ce: 2.98428
[train: 3, 2032 / 4333] FPS: 8.8 (9.1) , Loss/total: 4.48531 , Loss/bb_ce: -3.85432 , ClfTrain/clf_ce: 2.98426
[train: 3, 2033 / 4333] FPS: 8.8 (8.9) , Loss/total: 4.48531 , Loss/bb_ce: -3.85404 , ClfTrain/clf_ce: 2.98426
[train: 3, 2034 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48552 , Loss/bb_ce: -3.85379 , ClfTrain/clf_ce: 2.98440
[train: 3, 2035 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48540 , Loss/bb_ce: -3.85374 , ClfTrain/clf_ce: 2.98433
[train: 3, 2036 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48546 , Loss/bb_ce: -3.85386 , ClfTrain/clf_ce: 2.98439
[train: 3, 2037 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48534 , Loss/bb_ce: -3.85353 , ClfTrain/clf_ce: 2.98430
[train: 3, 2038 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48546 , Loss/bb_ce: -3.85355 , ClfTrain/clf_ce: 2.98439
[train: 3, 2039 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48542 , Loss/bb_ce: -3.85358 , ClfTrain/clf_ce: 2.98438
[train: 3, 2040 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48540 , Loss/bb_ce: -3.85359 , ClfTrain/clf_ce: 2.98438
[train: 3, 2041 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48525 , Loss/bb_ce: -3.85388 , ClfTrain/clf_ce: 2.98429
[train: 3, 2042 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48561 , Loss/bb_ce: -3.85323 , ClfTrain/clf_ce: 2.98446
[train: 3, 2043 / 4333] FPS: 8.8 (9.0) , Loss/total: 4.48547 , Loss/bb_ce: -3.85310 , ClfTrain/clf_ce: 2.98436
[train: 3, 2044 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48551 , Loss/bb_ce: -3.85304 , ClfTrain/clf_ce: 2.98439
[train: 3, 2045 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48544 , Loss/bb_ce: -3.85331 , ClfTrain/clf_ce: 2.98434
[train: 3, 2046 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48561 , Loss/bb_ce: -3.85395 , ClfTrain/clf_ce: 2.98444
[train: 3, 2047 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48560 , Loss/bb_ce: -3.85431 , ClfTrain/clf_ce: 2.98444
[train: 3, 2048 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48564 , Loss/bb_ce: -3.85394 , ClfTrain/clf_ce: 2.98447
[train: 3, 2049 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48552 , Loss/bb_ce: -3.85383 , ClfTrain/clf_ce: 2.98440
[train: 3, 2050 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48545 , Loss/bb_ce: -3.85401 , ClfTrain/clf_ce: 2.98437
[train: 3, 2051 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48534 , Loss/bb_ce: -3.85413 , ClfTrain/clf_ce: 2.98428
[train: 3, 2052 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48534 , Loss/bb_ce: -3.85424 , ClfTrain/clf_ce: 2.98427
[train: 3, 2053 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48540 , Loss/bb_ce: -3.85409 , ClfTrain/clf_ce: 2.98430
[train: 3, 2054 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48533 , Loss/bb_ce: -3.85422 , ClfTrain/clf_ce: 2.98424
[train: 3, 2055 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48531 , Loss/bb_ce: -3.85397 , ClfTrain/clf_ce: 2.98422
[train: 3, 2056 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48530 , Loss/bb_ce: -3.85403 , ClfTrain/clf_ce: 2.98420
[train: 3, 2057 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48527 , Loss/bb_ce: -3.85409 , ClfTrain/clf_ce: 2.98417
[train: 3, 2058 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48536 , Loss/bb_ce: -3.85408 , ClfTrain/clf_ce: 2.98421
[train: 3, 2059 / 4333] FPS: 8.8 (8.0) , Loss/total: 4.48528 , Loss/bb_ce: -3.85410 , ClfTrain/clf_ce: 2.98416
[train: 3, 2060 / 4333] FPS: 8.8 (7.9) , Loss/total: 4.48528 , Loss/bb_ce: -3.85405 , ClfTrain/clf_ce: 2.98416
[train: 3, 2061 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48544 , Loss/bb_ce: -3.85382 , ClfTrain/clf_ce: 2.98425
[train: 3, 2062 / 4333] FPS: 8.8 (8.1) , Loss/total: 4.48552 , Loss/bb_ce: -3.85354 , ClfTrain/clf_ce: 2.98432
[train: 3, 2063 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48562 , Loss/bb_ce: -3.85330 , ClfTrain/clf_ce: 2.98438
[train: 3, 2064 / 4333] FPS: 8.8 (8.2) , Loss/total: 4.48552 , Loss/bb_ce: -3.85342 , ClfTrain/clf_ce: 2.98432
[train: 3, 2065 / 4333] FPS: 8.8 (8.0) , Loss/total: 4.48551 , Loss/bb_ce: -3.85342 , ClfTrain/clf_ce: 2.98432
[train: 3, 2066 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48558 , Loss/bb_ce: -3.85289 , ClfTrain/clf_ce: 2.98437
[train: 3, 2067 / 4333] FPS: 8.8 (8.0) , Loss/total: 4.48541 , Loss/bb_ce: -3.85297 , ClfTrain/clf_ce: 2.98427
[train: 3, 2068 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48543 , Loss/bb_ce: -3.85315 , ClfTrain/clf_ce: 2.98428
[train: 3, 2069 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48539 , Loss/bb_ce: -3.85352 , ClfTrain/clf_ce: 2.98425
[train: 3, 2070 / 4333] FPS: 8.8 (7.9) , Loss/total: 4.48527 , Loss/bb_ce: -3.85424 , ClfTrain/clf_ce: 2.98417
[train: 3, 2071 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48519 , Loss/bb_ce: -3.85443 , ClfTrain/clf_ce: 2.98412
[train: 3, 2072 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48526 , Loss/bb_ce: -3.85403 , ClfTrain/clf_ce: 2.98416
[train: 3, 2073 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48516 , Loss/bb_ce: -3.85419 , ClfTrain/clf_ce: 2.98410
[train: 3, 2074 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48504 , Loss/bb_ce: -3.85449 , ClfTrain/clf_ce: 2.98401
[train: 3, 2075 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48498 , Loss/bb_ce: -3.85462 , ClfTrain/clf_ce: 2.98398
[train: 3, 2076 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48482 , Loss/bb_ce: -3.85483 , ClfTrain/clf_ce: 2.98387
[train: 3, 2077 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48470 , Loss/bb_ce: -3.85502 , ClfTrain/clf_ce: 2.98379
[train: 3, 2078 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48452 , Loss/bb_ce: -3.85545 , ClfTrain/clf_ce: 2.98368
[train: 3, 2079 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48442 , Loss/bb_ce: -3.85563 , ClfTrain/clf_ce: 2.98361
[train: 3, 2080 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48430 , Loss/bb_ce: -3.85613 , ClfTrain/clf_ce: 2.98353
[train: 3, 2081 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48418 , Loss/bb_ce: -3.85618 , ClfTrain/clf_ce: 2.98345
[train: 3, 2082 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48409 , Loss/bb_ce: -3.85661 , ClfTrain/clf_ce: 2.98339
[train: 3, 2083 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48404 , Loss/bb_ce: -3.85655 , ClfTrain/clf_ce: 2.98337
[train: 3, 2084 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48395 , Loss/bb_ce: -3.85698 , ClfTrain/clf_ce: 2.98331
[train: 3, 2085 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48388 , Loss/bb_ce: -3.85687 , ClfTrain/clf_ce: 2.98326
[train: 3, 2086 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48441 , Loss/bb_ce: -3.85655 , ClfTrain/clf_ce: 2.98358
[train: 3, 2087 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48456 , Loss/bb_ce: -3.85641 , ClfTrain/clf_ce: 2.98368
[train: 3, 2088 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48441 , Loss/bb_ce: -3.85662 , ClfTrain/clf_ce: 2.98359
[train: 3, 2089 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48437 , Loss/bb_ce: -3.85662 , ClfTrain/clf_ce: 2.98355
[train: 3, 2090 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48432 , Loss/bb_ce: -3.85700 , ClfTrain/clf_ce: 2.98352
[train: 3, 2091 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48421 , Loss/bb_ce: -3.85703 , ClfTrain/clf_ce: 2.98345
[train: 3, 2092 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48425 , Loss/bb_ce: -3.85695 , ClfTrain/clf_ce: 2.98348
[train: 3, 2093 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48429 , Loss/bb_ce: -3.85713 , ClfTrain/clf_ce: 2.98352
[train: 3, 2094 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48422 , Loss/bb_ce: -3.85706 , ClfTrain/clf_ce: 2.98348
[train: 3, 2095 / 4333] FPS: 8.8 (8.8) , Loss/total: 4.48416 , Loss/bb_ce: -3.85733 , ClfTrain/clf_ce: 2.98344
[train: 3, 2096 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48400 , Loss/bb_ce: -3.85757 , ClfTrain/clf_ce: 2.98334
[train: 3, 2097 / 4333] FPS: 8.8 (8.7) , Loss/total: 4.48399 , Loss/bb_ce: -3.85754 , ClfTrain/clf_ce: 2.98334
[train: 3, 2098 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48398 , Loss/bb_ce: -3.85717 , ClfTrain/clf_ce: 2.98334
[train: 3, 2099 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48406 , Loss/bb_ce: -3.85628 , ClfTrain/clf_ce: 2.98340
[train: 3, 2100 / 4333] FPS: 8.8 (8.5) , Loss/total: 4.48402 , Loss/bb_ce: -3.85670 , ClfTrain/clf_ce: 2.98338
[train: 3, 2101 / 4333] FPS: 8.8 (8.0) , Loss/total: 4.48413 , Loss/bb_ce: -3.85694 , ClfTrain/clf_ce: 2.98346
[train: 3, 2102 / 4333] FPS: 8.8 (8.6) , Loss/total: 4.48418 , Loss/bb_ce: -3.85674 , ClfTrain/clf_ce: 2.98350
[train: 3, 2103 / 4333] FPS: 8.8 (8.4) , Loss/total: 4.48404 , Loss/bb_ce: -3.85706 , ClfTrain/clf_ce: 2.98340
[train: 3, 2104 / 4333] FPS: 8.8 (8.3) , Loss/total: 4.48395 , Loss/bb_ce: -3.85730 , ClfTrain/clf_ce: 2.98333
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