/fsx/users/prabhatroy/conda/envs/ema_run/lib/python3.8/site-packages/torch/distributed/launch.py:178: FutureWarning: The module torch.distributed.launch is deprecated and will be removed in future. Use torchrun. Note that --use_env is set by default in torchrun. If your script expects `--local_rank` argument to be set, please change it to read from `os.environ['LOCAL_RANK']` instead. See https://pytorch.org/docs/stable/distributed.html#launch-utility for further instructions warnings.warn( WARNING:torch.distributed.run:***************************************** Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. ***************************************** | distributed init (rank 6): env:// | distributed init (rank 4): env:// | distributed init (rank 3): env:// | distributed init (rank 0): env:// | distributed init (rank 5): env:// | distributed init (rank 2): env:// | distributed init (rank 7): env:// | distributed init (rank 1): env:// Namespace(apex=False, apex_opt_level='O1', auto_augment=None, batch_size=32, cache_dataset=False, data_path='/datasets01/tinyimagenet/081318/', device='cuda', dist_backend='nccl', dist_url='env://', distributed=True, epochs=100, gpu=0, label_smoothing=0.0, lr=0.1, lr_gamma=0.1, lr_step_size=30, model='resnet18', model_ema=True, model_ema_decay=0.9, momentum=0.9, opt='sgd', output_dir='logs/run_withoutddp/', pretrained=False, print_freq=10, random_erase=0.0, rank=0, resume='logs/run_withoutddp/model_32.pth', start_epoch=0, sync_bn=False, test_only=False, weight_decay=0.0001, workers=16, world_size=8) Loading data Loading training data Took 1.273421287536621 Loading validation data Creating data loaders Creating model Start training Epoch: [33] [ 0/391] eta: 1:18:06 lr: 0.010000000000000002 img/s: 8.975084924383864 loss: 1.5932 (1.5932) acc1: 59.3750 (59.3750) acc5: 84.3750 (84.3750) time: 11.9848 data: 8.4194 max mem: 2131 Epoch: [33] [ 10/391] eta: 0:07:14 lr: 0.010000000000000002 img/s: 393.86256540277543 loss: 1.4926 (1.5459) acc1: 62.5000 (64.4886) acc5: 84.3750 (84.0909) time: 1.1408 data: 0.7658 max mem: 2131 Epoch: [33] [ 20/391] eta: 0:04:01 lr: 0.010000000000000002 img/s: 276.47991562502574 loss: 1.4926 (1.5149) acc1: 62.5000 (63.6905) acc5: 81.2500 (83.4821) time: 0.0850 data: 0.0019 max mem: 2131 Epoch: [33] [ 30/391] eta: 0:02:50 lr: 0.010000000000000002 img/s: 396.0077774860073 loss: 1.3761 (1.4999) acc1: 65.6250 (64.1129) acc5: 84.3750 (83.1653) time: 0.1032 data: 0.0024 max mem: 2131 Epoch: [33] [ 40/391] eta: 0:02:14 lr: 0.010000000000000002 img/s: 354.7805197826133 loss: 1.3761 (1.5184) acc1: 65.6250 (63.8720) acc5: 81.2500 (82.5457) time: 0.0985 data: 0.0025 max mem: 2131 Epoch: [33] [ 50/391] eta: 0:01:50 lr: 0.010000000000000002 img/s: 443.86077443805453 loss: 1.5194 (1.5202) acc1: 62.5000 (64.0931) acc5: 81.2500 (82.7206) time: 0.0986 data: 0.0023 max mem: 2131 Epoch: [33] [ 60/391] eta: 0:01:35 lr: 0.010000000000000002 img/s: 389.79727991124713 loss: 1.6369 (1.5609) acc1: 62.5000 (63.3197) acc5: 81.2500 (82.3770) time: 0.0987 data: 0.0026 max mem: 2131 Epoch: [33] [ 70/391] eta: 0:01:24 lr: 0.010000000000000002 img/s: 303.7555430327637 loss: 1.6416 (1.5685) acc1: 59.3750 (63.0722) acc5: 81.2500 (82.4824) time: 0.1008 data: 0.0037 max mem: 2131 Epoch: [33] [ 80/391] eta: 0:01:15 lr: 0.010000000000000002 img/s: 275.15586279285264 loss: 1.5304 (1.5679) acc1: 62.5000 (63.3488) acc5: 81.2500 (82.3302) time: 0.0970 data: 0.0020 max mem: 2131 Epoch: [33] [ 90/391] eta: 0:01:08 lr: 0.010000000000000002 img/s: 304.2278642262141 loss: 1.4801 (1.5645) acc1: 65.6250 (63.5302) acc5: 84.3750 (82.7610) time: 0.1045 data: 0.0026 max mem: 2131 Epoch: [33] [100/391] eta: 0:01:02 lr: 0.010000000000000002 img/s: 524.1774313230803 loss: 1.4849 (1.5670) acc1: 62.5000 (63.2116) acc5: 84.3750 (82.8280) time: 0.1022 data: 0.0030 max mem: 2131 Epoch: [33] [110/391] eta: 0:00:57 lr: 0.010000000000000002 img/s: 231.2193192506865 loss: 1.4849 (1.5596) acc1: 62.5000 (63.4854) acc5: 84.3750 (82.9110) time: 0.0970 data: 0.0015 max mem: 2131 Epoch: [33] [120/391] eta: 0:00:53 lr: 0.010000000000000002 img/s: 449.1065165381205 loss: 1.4371 (1.5679) acc1: 59.3750 (63.0424) acc5: 84.3750 (82.7221) time: 0.1067 data: 0.0014 max mem: 2131 Epoch: [33] [130/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 276.2994921454436 loss: 1.3602 (1.5510) acc1: 62.5000 (63.1918) acc5: 84.3750 (82.9437) time: 0.1029 data: 0.0014 max mem: 2131 Epoch: [33] [140/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 384.9662926504669 loss: 1.3567 (1.5482) acc1: 62.5000 (63.1871) acc5: 84.3750 (82.9344) time: 0.1007 data: 0.0032 max mem: 2131 Epoch: [33] [150/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 280.09175445332977 loss: 1.5374 (1.5442) acc1: 62.5000 (63.2036) acc5: 81.2500 (82.9884) time: 0.1078 data: 0.0030 max mem: 2131 Epoch: [33] [160/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 390.49019539387166 loss: 1.5649 (1.5482) acc1: 59.3750 (63.0047) acc5: 84.3750 (82.8222) time: 0.0999 data: 0.0007 max mem: 2131 Epoch: [33] [170/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 384.4348179761121 loss: 1.5649 (1.5551) acc1: 62.5000 (62.9386) acc5: 81.2500 (82.7120) time: 0.0996 data: 0.0029 max mem: 2131 Epoch: [33] [180/391] eta: 0:00:34 lr: 0.010000000000000002 img/s: 361.64223164679066 loss: 1.5035 (1.5460) acc1: 62.5000 (63.0870) acc5: 84.3750 (82.8729) time: 0.1066 data: 0.0047 max mem: 2131 Epoch: [33] [190/391] eta: 0:00:32 lr: 0.010000000000000002 img/s: 348.0804369362594 loss: 1.4312 (1.5461) acc1: 62.5000 (62.9254) acc5: 84.3750 (82.9188) time: 0.1037 data: 0.0027 max mem: 2131 Epoch: [33] [200/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 346.5677744869951 loss: 1.5995 (1.5483) acc1: 62.5000 (62.8420) acc5: 84.3750 (82.8980) time: 0.1006 data: 0.0015 max mem: 2131 Epoch: [33] [210/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 326.8891134973733 loss: 1.5417 (1.5532) acc1: 62.5000 (62.6629) acc5: 81.2500 (82.7903) time: 0.1045 data: 0.0011 max mem: 2131 Epoch: [33] [220/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 392.26598082768294 loss: 1.4994 (1.5505) acc1: 62.5000 (62.7262) acc5: 81.2500 (82.7913) time: 0.1024 data: 0.0005 max mem: 2131 Epoch: [33] [230/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 206.34183343249347 loss: 1.4608 (1.5497) acc1: 62.5000 (62.7435) acc5: 81.2500 (82.7787) time: 0.1048 data: 0.0016 max mem: 2131 Epoch: [33] [240/391] eta: 0:00:22 lr: 0.010000000000000002 img/s: 268.29969635364506 loss: 1.5547 (1.5509) acc1: 62.5000 (62.6945) acc5: 81.2500 (82.6893) time: 0.1067 data: 0.0026 max mem: 2131 Epoch: [33] [250/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 298.1357382438526 loss: 1.5282 (1.5527) acc1: 62.5000 (62.6245) acc5: 81.2500 (82.6195) time: 0.0977 data: 0.0017 max mem: 2131 Epoch: [33] [260/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 382.59379151107436 loss: 1.6578 (1.5588) acc1: 59.3750 (62.3563) acc5: 81.2500 (82.5311) time: 0.1026 data: 0.0011 max mem: 2131 Epoch: [33] [270/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 497.8827125459516 loss: 1.6967 (1.5627) acc1: 56.2500 (62.2348) acc5: 81.2500 (82.5069) time: 0.1046 data: 0.0021 max mem: 2131 Epoch: [33] [280/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 277.5020013893943 loss: 1.6309 (1.5649) acc1: 59.3750 (62.2553) acc5: 84.3750 (82.4399) time: 0.1038 data: 0.0021 max mem: 2131 Epoch: [33] [290/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 295.41903022032443 loss: 1.4939 (1.5624) acc1: 59.3750 (62.2745) acc5: 84.3750 (82.5279) time: 0.1044 data: 0.0020 max mem: 2131 Epoch: [33] [300/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 309.0573338460582 loss: 1.5381 (1.5594) acc1: 59.3750 (62.3027) acc5: 84.3750 (82.5789) time: 0.1016 data: 0.0021 max mem: 2131 Epoch: [33] [310/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 281.8107582059718 loss: 1.5902 (1.5609) acc1: 62.5000 (62.2488) acc5: 81.2500 (82.5362) time: 0.1015 data: 0.0011 max mem: 2131 Epoch: [33] [320/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 404.70178443279883 loss: 1.5300 (1.5632) acc1: 62.5000 (62.1301) acc5: 81.2500 (82.4572) time: 0.1044 data: 0.0020 max mem: 2131 Epoch: [33] [330/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 619.4712020861699 loss: 1.4769 (1.5588) acc1: 59.3750 (62.1224) acc5: 81.2500 (82.5151) time: 0.1015 data: 0.0021 max mem: 2131 Epoch: [33] [340/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 203.80424014747283 loss: 1.3325 (1.5508) acc1: 62.5000 (62.2709) acc5: 84.3750 (82.6338) time: 0.1012 data: 0.0014 max mem: 2131 Epoch: [33] [350/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 358.137419082841 loss: 1.4143 (1.5489) acc1: 65.6250 (62.2952) acc5: 84.3750 (82.6478) time: 0.1030 data: 0.0014 max mem: 2131 Epoch: [33] [360/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 397.66683949951556 loss: 1.4333 (1.5473) acc1: 65.6250 (62.2922) acc5: 84.3750 (82.6697) time: 0.1018 data: 0.0013 max mem: 2131 Epoch: [33] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 869.3083240498459 loss: 1.5212 (1.5508) acc1: 62.5000 (62.2389) acc5: 78.1250 (82.5640) time: 0.0772 data: 0.0010 max mem: 2131 Epoch: [33] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 869.5054320715725 loss: 1.6090 (1.5503) acc1: 59.3750 (62.2129) acc5: 78.1250 (82.5623) time: 0.0440 data: 0.0001 max mem: 2131 Epoch: [33] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 57.132286937487315 loss: 1.6090 (1.5531) acc1: 59.3750 (62.1600) acc5: 81.2500 (82.5120) time: 0.0525 data: 0.0001 max mem: 3006 Epoch: [33] Total time: 0:00:50 Test: [ 0/40] eta: 0:01:20 loss: 1.4653 (1.4653) acc1: 68.7500 (68.7500) acc5: 87.5000 (87.5000) time: 2.0250 data: 2.0127 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.550 Acc@5 82.870 Test: EMA [ 0/40] eta: 0:01:43 loss: 1.6425 (1.6425) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 2.5930 data: 2.5812 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 58.240 Acc@5 81.110 Epoch: [34] [ 0/391] eta: 0:19:06 lr: 0.010000000000000002 img/s: 695.237722283518 loss: 1.5777 (1.5777) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.9333 data: 2.8873 max mem: 3006 Epoch: [34] [ 10/391] eta: 0:02:11 lr: 0.010000000000000002 img/s: 267.02131113622255 loss: 1.5777 (1.6747) acc1: 62.5000 (60.2273) acc5: 81.2500 (78.6932) time: 0.3444 data: 0.2690 max mem: 3006 Epoch: [34] [ 20/391] eta: 0:01:22 lr: 0.010000000000000002 img/s: 356.7665800120147 loss: 1.4334 (1.5386) acc1: 62.5000 (63.0952) acc5: 84.3750 (82.8869) time: 0.0872 data: 0.0055 max mem: 3006 Epoch: [34] [ 30/391] eta: 0:01:05 lr: 0.010000000000000002 img/s: 337.6104962369703 loss: 1.4086 (1.5369) acc1: 65.6250 (63.0040) acc5: 87.5000 (83.8710) time: 0.0910 data: 0.0026 max mem: 3006 Epoch: [34] [ 40/391] eta: 0:00:56 lr: 0.010000000000000002 img/s: 574.173837900735 loss: 1.4894 (1.5474) acc1: 62.5000 (62.8049) acc5: 84.3750 (83.2317) time: 0.0941 data: 0.0017 max mem: 3006 Epoch: [34] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 540.6467891756024 loss: 1.4907 (1.5262) acc1: 62.5000 (62.6838) acc5: 84.3750 (83.4559) time: 0.0928 data: 0.0015 max mem: 3006 Epoch: [34] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 213.2454111422693 loss: 1.4907 (1.5155) acc1: 62.5000 (62.8074) acc5: 84.3750 (83.8115) time: 0.0944 data: 0.0009 max mem: 3006 Epoch: [34] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 426.39394613278097 loss: 1.4756 (1.5211) acc1: 62.5000 (62.5440) acc5: 81.2500 (83.8028) time: 0.0944 data: 0.0010 max mem: 3006 Epoch: [34] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 268.30988697289666 loss: 1.4756 (1.5278) acc1: 62.5000 (62.8086) acc5: 81.2500 (83.6420) time: 0.0937 data: 0.0013 max mem: 3006 Epoch: [34] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 315.2115960000188 loss: 1.3652 (1.5216) acc1: 65.6250 (62.8434) acc5: 84.3750 (83.6538) time: 0.0953 data: 0.0027 max mem: 3006 Epoch: [34] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 291.46592774684467 loss: 1.5623 (1.5315) acc1: 59.3750 (62.4381) acc5: 84.3750 (83.6634) time: 0.0951 data: 0.0038 max mem: 3006 Epoch: [34] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 322.73108894130775 loss: 1.4188 (1.5246) acc1: 62.5000 (62.8378) acc5: 84.3750 (83.7275) time: 0.0953 data: 0.0037 max mem: 3006 Epoch: [34] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 326.772917949929 loss: 1.4159 (1.5183) acc1: 62.5000 (62.8616) acc5: 84.3750 (83.7552) time: 0.0950 data: 0.0053 max mem: 3006 Epoch: [34] [130/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 324.08859827256066 loss: 1.5057 (1.5132) acc1: 62.5000 (62.9294) acc5: 81.2500 (83.7786) time: 0.0967 data: 0.0042 max mem: 3006 Epoch: [34] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 413.2001169860694 loss: 1.5057 (1.5131) acc1: 65.6250 (63.0098) acc5: 81.2500 (83.5993) time: 0.0976 data: 0.0020 max mem: 3006 Epoch: [34] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 411.64137338792534 loss: 1.4594 (1.5062) acc1: 65.6250 (63.1829) acc5: 81.2500 (83.5058) time: 0.0923 data: 0.0016 max mem: 3006 Epoch: [34] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 337.47722078202906 loss: 1.4819 (1.5079) acc1: 62.5000 (63.1988) acc5: 81.2500 (83.4239) time: 0.0952 data: 0.0030 max mem: 3006 Epoch: [34] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 413.23955491788644 loss: 1.5234 (1.5062) acc1: 62.5000 (63.1213) acc5: 81.2500 (83.4064) time: 0.1005 data: 0.0036 max mem: 3006 Epoch: [34] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 302.7476654065125 loss: 1.5234 (1.5067) acc1: 59.3750 (63.0352) acc5: 81.2500 (83.3909) time: 0.0977 data: 0.0020 max mem: 3006 Epoch: [34] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 349.22340060156324 loss: 1.5886 (1.5134) acc1: 62.5000 (62.9908) acc5: 81.2500 (83.2788) time: 0.0934 data: 0.0016 max mem: 3006 Epoch: [34] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 608.5040032642698 loss: 1.6380 (1.5229) acc1: 59.3750 (62.7332) acc5: 81.2500 (83.2400) time: 0.0963 data: 0.0013 max mem: 3006 Epoch: [34] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 385.168461681948 loss: 1.6148 (1.5218) acc1: 56.2500 (62.7222) acc5: 81.2500 (83.2790) time: 0.0966 data: 0.0010 max mem: 3006 Epoch: [34] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 323.1981506453477 loss: 1.2672 (1.5176) acc1: 65.6250 (62.7969) acc5: 84.3750 (83.2862) time: 0.0954 data: 0.0010 max mem: 3006 Epoch: [34] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 407.48844185100404 loss: 1.4462 (1.5151) acc1: 65.6250 (62.8788) acc5: 84.3750 (83.2522) time: 0.0972 data: 0.0018 max mem: 3006 Epoch: [34] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 446.9439928604966 loss: 1.5413 (1.5157) acc1: 62.5000 (62.8890) acc5: 81.2500 (83.2080) time: 0.0922 data: 0.0014 max mem: 3006 Epoch: [34] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 336.4974490243615 loss: 1.5053 (1.5122) acc1: 62.5000 (62.9233) acc5: 84.3750 (83.2420) time: 0.0968 data: 0.0009 max mem: 3006 Epoch: [34] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 354.70082479512257 loss: 1.3505 (1.5100) acc1: 62.5000 (62.9670) acc5: 84.3750 (83.2615) time: 0.0998 data: 0.0024 max mem: 3006 Epoch: [34] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 394.9671237714084 loss: 1.3677 (1.5133) acc1: 59.3750 (62.8344) acc5: 81.2500 (83.1757) time: 0.0975 data: 0.0020 max mem: 3006 Epoch: [34] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 357.07220312649645 loss: 1.6321 (1.5186) acc1: 59.3750 (62.7558) acc5: 78.1250 (83.0627) time: 0.0928 data: 0.0022 max mem: 3006 Epoch: [34] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 399.78234696643403 loss: 1.3973 (1.5131) acc1: 59.3750 (62.8329) acc5: 84.3750 (83.1937) time: 0.0915 data: 0.0034 max mem: 3006 Epoch: [34] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 404.4725013108964 loss: 1.3973 (1.5181) acc1: 59.3750 (62.6350) acc5: 84.3750 (83.1707) time: 0.0967 data: 0.0035 max mem: 3006 Epoch: [34] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 267.3351047090177 loss: 1.5920 (1.5183) acc1: 59.3750 (62.6809) acc5: 78.1250 (83.1089) time: 0.0990 data: 0.0027 max mem: 3006 Epoch: [34] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 311.20714337056353 loss: 1.5920 (1.5222) acc1: 59.3750 (62.6071) acc5: 81.2500 (83.0705) time: 0.0969 data: 0.0016 max mem: 3006 Epoch: [34] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 371.85503447931933 loss: 1.5677 (1.5228) acc1: 59.3750 (62.6699) acc5: 81.2500 (83.0155) time: 0.0960 data: 0.0013 max mem: 3006 Epoch: [34] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 259.3333732651401 loss: 1.5677 (1.5238) acc1: 59.3750 (62.6283) acc5: 81.2500 (83.0004) time: 0.0928 data: 0.0021 max mem: 3006 Epoch: [34] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 236.13460357673802 loss: 1.5403 (1.5227) acc1: 59.3750 (62.6603) acc5: 84.3750 (83.0395) time: 0.0976 data: 0.0033 max mem: 3006 Epoch: [34] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 437.6688829830597 loss: 1.5403 (1.5264) acc1: 62.5000 (62.5606) acc5: 84.3750 (83.0073) time: 0.0987 data: 0.0035 max mem: 3006 Epoch: [34] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 867.5383650806989 loss: 1.5442 (1.5280) acc1: 59.3750 (62.4747) acc5: 81.2500 (83.0189) time: 0.0675 data: 0.0018 max mem: 3006 Epoch: [34] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 876.982116371002 loss: 1.4572 (1.5250) acc1: 59.3750 (62.5246) acc5: 81.2500 (83.0381) time: 0.0411 data: 0.0001 max mem: 3006 Epoch: [34] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 755.5330589305497 loss: 1.4273 (1.5229) acc1: 65.6250 (62.5920) acc5: 81.2500 (83.0640) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [34] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:01 loss: 1.4669 (1.4669) acc1: 68.7500 (68.7500) acc5: 87.5000 (87.5000) time: 1.5452 data: 1.5301 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.100 Acc@5 83.090 Test: EMA [ 0/40] eta: 0:01:34 loss: 1.5990 (1.5990) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.3721 data: 2.3611 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 58.750 Acc@5 81.280 Epoch: [35] [ 0/391] eta: 0:18:40 lr: 0.010000000000000002 img/s: 885.9840781569741 loss: 1.4672 (1.4672) acc1: 62.5000 (62.5000) acc5: 81.2500 (81.2500) time: 2.8657 data: 2.8296 max mem: 3006 Epoch: [35] [ 10/391] eta: 0:02:05 lr: 0.010000000000000002 img/s: 508.3369427306435 loss: 1.4672 (1.4664) acc1: 62.5000 (61.9318) acc5: 84.3750 (84.6591) time: 0.3283 data: 0.2633 max mem: 3006 Epoch: [35] [ 20/391] eta: 0:01:20 lr: 0.010000000000000002 img/s: 352.05296359539716 loss: 1.5610 (1.4792) acc1: 62.5000 (64.1369) acc5: 84.3750 (84.3750) time: 0.0854 data: 0.0038 max mem: 3006 Epoch: [35] [ 30/391] eta: 0:01:04 lr: 0.010000000000000002 img/s: 335.23422833878664 loss: 1.5812 (1.5040) acc1: 59.3750 (62.7016) acc5: 81.2500 (83.5685) time: 0.0954 data: 0.0009 max mem: 3006 Epoch: [35] [ 40/391] eta: 0:00:55 lr: 0.010000000000000002 img/s: 461.83715336680234 loss: 1.5081 (1.5168) acc1: 59.3750 (63.0335) acc5: 81.2500 (83.6890) time: 0.0974 data: 0.0010 max mem: 3006 Epoch: [35] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 333.8508615050158 loss: 1.4361 (1.5083) acc1: 65.6250 (63.1127) acc5: 81.2500 (83.3946) time: 0.0937 data: 0.0013 max mem: 3006 Epoch: [35] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 433.8084384312559 loss: 1.5374 (1.5298) acc1: 59.3750 (62.4488) acc5: 81.2500 (83.2992) time: 0.0934 data: 0.0010 max mem: 3006 Epoch: [35] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 352.3995925097409 loss: 1.5853 (1.5357) acc1: 59.3750 (62.1479) acc5: 84.3750 (83.5387) time: 0.0969 data: 0.0014 max mem: 3006 Epoch: [35] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 281.0512861318882 loss: 1.4738 (1.5197) acc1: 59.3750 (62.4228) acc5: 84.3750 (83.6034) time: 0.0954 data: 0.0025 max mem: 3006 Epoch: [35] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 441.145802108806 loss: 1.4738 (1.5299) acc1: 62.5000 (62.1909) acc5: 81.2500 (83.2418) time: 0.0947 data: 0.0022 max mem: 3006 Epoch: [35] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 319.48766850034394 loss: 1.4702 (1.5279) acc1: 62.5000 (62.3453) acc5: 81.2500 (83.1374) time: 0.0952 data: 0.0018 max mem: 3006 Epoch: [35] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 333.84172719132425 loss: 1.4276 (1.5142) acc1: 62.5000 (62.5282) acc5: 81.2500 (83.2770) time: 0.0947 data: 0.0016 max mem: 3006 Epoch: [35] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 382.27124572066555 loss: 1.3569 (1.4997) acc1: 62.5000 (62.8357) acc5: 87.5000 (83.6002) time: 0.0917 data: 0.0009 max mem: 3006 Epoch: [35] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 326.8405559938829 loss: 1.3807 (1.5058) acc1: 65.6250 (62.8340) acc5: 84.3750 (83.4447) time: 0.0949 data: 0.0040 max mem: 3006 Epoch: [35] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 341.85670404010045 loss: 1.3823 (1.4886) acc1: 65.6250 (63.2314) acc5: 84.3750 (83.7988) time: 0.0968 data: 0.0056 max mem: 3006 Epoch: [35] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 369.81610278537795 loss: 1.3689 (1.4830) acc1: 65.6250 (63.3278) acc5: 84.3750 (83.7541) time: 0.0986 data: 0.0022 max mem: 3006 Epoch: [35] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 292.1746459863946 loss: 1.3589 (1.4761) acc1: 65.6250 (63.5481) acc5: 84.3750 (83.8509) time: 0.0979 data: 0.0011 max mem: 3006 Epoch: [35] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 305.953283320454 loss: 1.4680 (1.4951) acc1: 62.5000 (63.3224) acc5: 84.3750 (83.6440) time: 0.0933 data: 0.0035 max mem: 3006 Epoch: [35] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 361.90454208404674 loss: 1.6192 (1.5047) acc1: 59.3750 (63.0870) acc5: 81.2500 (83.5981) time: 0.0951 data: 0.0040 max mem: 3006 Epoch: [35] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 409.282745918386 loss: 1.5801 (1.5096) acc1: 62.5000 (63.0726) acc5: 81.2500 (83.4260) time: 0.0954 data: 0.0018 max mem: 3006 Epoch: [35] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 322.4341475602022 loss: 1.5261 (1.5035) acc1: 62.5000 (63.1685) acc5: 81.2500 (83.5199) time: 0.0953 data: 0.0022 max mem: 3006 Epoch: [35] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 301.2094543038986 loss: 1.4542 (1.5020) acc1: 62.5000 (63.0628) acc5: 84.3750 (83.5900) time: 0.0971 data: 0.0029 max mem: 3006 Epoch: [35] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 441.3242186600904 loss: 1.3177 (1.4916) acc1: 62.5000 (63.2494) acc5: 87.5000 (83.8377) time: 0.0949 data: 0.0024 max mem: 3006 Epoch: [35] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 441.4693791628978 loss: 1.3045 (1.4844) acc1: 65.6250 (63.3523) acc5: 87.5000 (83.9150) time: 0.0926 data: 0.0014 max mem: 3006 Epoch: [35] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 280.88953625863536 loss: 1.3419 (1.4810) acc1: 65.6250 (63.4984) acc5: 84.3750 (83.9990) time: 0.0972 data: 0.0016 max mem: 3006 Epoch: [35] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 443.176342396006 loss: 1.4752 (1.4861) acc1: 65.6250 (63.4960) acc5: 84.3750 (83.9890) time: 0.0978 data: 0.0037 max mem: 3006 Epoch: [35] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 255.42317763838986 loss: 1.5401 (1.4929) acc1: 59.3750 (63.2064) acc5: 81.2500 (83.8482) time: 0.0946 data: 0.0029 max mem: 3006 Epoch: [35] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 325.96264796312397 loss: 1.5233 (1.4937) acc1: 62.5000 (63.1919) acc5: 81.2500 (83.7292) time: 0.0985 data: 0.0020 max mem: 3006 Epoch: [35] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 305.41720350341444 loss: 1.5233 (1.4983) acc1: 62.5000 (63.1895) acc5: 81.2500 (83.6410) time: 0.0985 data: 0.0020 max mem: 3006 Epoch: [35] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 299.03845322627 loss: 1.4788 (1.4989) acc1: 62.5000 (63.1658) acc5: 78.1250 (83.5481) time: 0.0960 data: 0.0010 max mem: 3006 Epoch: [35] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 348.2565548950568 loss: 1.4402 (1.5013) acc1: 62.5000 (63.1022) acc5: 81.2500 (83.4718) time: 0.0935 data: 0.0012 max mem: 3006 Epoch: [35] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 348.35146148136226 loss: 1.4402 (1.4977) acc1: 62.5000 (63.2134) acc5: 84.3750 (83.5611) time: 0.0945 data: 0.0011 max mem: 3006 Epoch: [35] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 277.4968377395472 loss: 1.5321 (1.5022) acc1: 62.5000 (63.1425) acc5: 87.5000 (83.5280) time: 0.0970 data: 0.0019 max mem: 3006 Epoch: [35] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 329.5813690799215 loss: 1.5780 (1.5059) acc1: 62.5000 (63.0759) acc5: 81.2500 (83.4403) time: 0.0957 data: 0.0022 max mem: 3006 Epoch: [35] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 226.72411387412222 loss: 1.3533 (1.5076) acc1: 62.5000 (63.0957) acc5: 81.2500 (83.3578) time: 0.0968 data: 0.0011 max mem: 3006 Epoch: [35] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 304.94534201850786 loss: 1.3907 (1.5080) acc1: 65.6250 (63.1143) acc5: 81.2500 (83.3511) time: 0.0938 data: 0.0025 max mem: 3006 Epoch: [35] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 404.19113125442306 loss: 1.3772 (1.5036) acc1: 65.6250 (63.2445) acc5: 84.3750 (83.3968) time: 0.0919 data: 0.0032 max mem: 3006 Epoch: [35] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 872.4444588893728 loss: 1.3116 (1.5022) acc1: 65.6250 (63.2328) acc5: 84.3750 (83.4148) time: 0.0697 data: 0.0013 max mem: 3006 Epoch: [35] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 867.7963857369152 loss: 1.4177 (1.5018) acc1: 62.5000 (63.2464) acc5: 84.3750 (83.4154) time: 0.0411 data: 0.0001 max mem: 3006 Epoch: [35] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 752.193109879665 loss: 1.4782 (1.5063) acc1: 60.0000 (63.1520) acc5: 81.2500 (83.3120) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [35] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:11 loss: 1.5198 (1.5198) acc1: 65.6250 (65.6250) acc5: 87.5000 (87.5000) time: 1.7971 data: 1.7516 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.840 Acc@5 82.970 Test: EMA [ 0/40] eta: 0:01:35 loss: 1.5617 (1.5617) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 2.3915 data: 2.3797 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 59.210 Acc@5 81.420 Epoch: [36] [ 0/391] eta: 0:18:59 lr: 0.010000000000000002 img/s: 890.8295700423453 loss: 1.3692 (1.3692) acc1: 65.6250 (65.6250) acc5: 81.2500 (81.2500) time: 2.9146 data: 2.8787 max mem: 3006 Epoch: [36] [ 10/391] eta: 0:02:08 lr: 0.010000000000000002 img/s: 293.5003892411983 loss: 1.3832 (1.4227) acc1: 62.5000 (65.9091) acc5: 87.5000 (84.6591) time: 0.3384 data: 0.2705 max mem: 3006 Epoch: [36] [ 20/391] eta: 0:01:24 lr: 0.010000000000000002 img/s: 443.8050028932793 loss: 1.4001 (1.3665) acc1: 65.6250 (68.1548) acc5: 87.5000 (85.7143) time: 0.0922 data: 0.0056 max mem: 3006 Epoch: [36] [ 30/391] eta: 0:01:06 lr: 0.010000000000000002 img/s: 274.7908180396203 loss: 1.2023 (1.3392) acc1: 65.6250 (68.0444) acc5: 87.5000 (86.0887) time: 0.0976 data: 0.0012 max mem: 3006 Epoch: [36] [ 40/391] eta: 0:00:57 lr: 0.010000000000000002 img/s: 313.66390981133577 loss: 1.3370 (1.3653) acc1: 65.6250 (66.8445) acc5: 87.5000 (85.7470) time: 0.0963 data: 0.0011 max mem: 3006 Epoch: [36] [ 50/391] eta: 0:00:50 lr: 0.010000000000000002 img/s: 228.27735947574575 loss: 1.3491 (1.3715) acc1: 59.3750 (66.9118) acc5: 81.2500 (85.3554) time: 0.0956 data: 0.0016 max mem: 3006 Epoch: [36] [ 60/391] eta: 0:00:46 lr: 0.010000000000000002 img/s: 466.7760814072379 loss: 1.4633 (1.4123) acc1: 62.5000 (65.7787) acc5: 81.2500 (84.5287) time: 0.0916 data: 0.0027 max mem: 3006 Epoch: [36] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 811.6158697716045 loss: 1.4475 (1.4197) acc1: 62.5000 (65.2729) acc5: 84.3750 (84.5951) time: 0.0915 data: 0.0031 max mem: 3006 Epoch: [36] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 236.06483010677798 loss: 1.4219 (1.4435) acc1: 59.3750 (64.6605) acc5: 84.3750 (83.9892) time: 0.0936 data: 0.0026 max mem: 3006 Epoch: [36] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 397.92149945003956 loss: 1.4116 (1.4368) acc1: 65.6250 (65.2129) acc5: 81.2500 (83.6882) time: 0.0943 data: 0.0024 max mem: 3006 Epoch: [36] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 380.1232773513835 loss: 1.2920 (1.4226) acc1: 68.7500 (65.5631) acc5: 84.3750 (84.0965) time: 0.0922 data: 0.0020 max mem: 3006 Epoch: [36] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 364.63885417459056 loss: 1.3215 (1.4152) acc1: 68.7500 (65.6250) acc5: 87.5000 (84.2061) time: 0.0941 data: 0.0018 max mem: 3006 Epoch: [36] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 336.0063287019652 loss: 1.4164 (1.4165) acc1: 65.6250 (65.3667) acc5: 84.3750 (84.4008) time: 0.0966 data: 0.0012 max mem: 3006 Epoch: [36] [130/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 382.61342333918674 loss: 1.4168 (1.4158) acc1: 65.6250 (65.5296) acc5: 84.3750 (84.4704) time: 0.0960 data: 0.0008 max mem: 3006 Epoch: [36] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 350.242235408936 loss: 1.3798 (1.4146) acc1: 65.6250 (65.4699) acc5: 87.5000 (84.5745) time: 0.0925 data: 0.0022 max mem: 3006 Epoch: [36] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 323.0340199908061 loss: 1.3798 (1.4175) acc1: 62.5000 (65.2939) acc5: 87.5000 (84.4785) time: 0.0965 data: 0.0022 max mem: 3006 Epoch: [36] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 287.62955121144194 loss: 1.4628 (1.4286) acc1: 62.5000 (65.2174) acc5: 81.2500 (84.2197) time: 0.0966 data: 0.0017 max mem: 3006 Epoch: [36] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 280.1566499193247 loss: 1.4686 (1.4312) acc1: 62.5000 (65.1316) acc5: 84.3750 (84.2654) time: 0.0947 data: 0.0018 max mem: 3006 Epoch: [36] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 323.8797893852888 loss: 1.4203 (1.4344) acc1: 65.6250 (65.1588) acc5: 84.3750 (84.1851) time: 0.0948 data: 0.0019 max mem: 3006 Epoch: [36] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 297.4967206537857 loss: 1.4107 (1.4370) acc1: 65.6250 (64.9542) acc5: 81.2500 (84.1623) time: 0.0958 data: 0.0042 max mem: 3006 Epoch: [36] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 421.27611598315116 loss: 1.4207 (1.4392) acc1: 62.5000 (64.8165) acc5: 84.3750 (84.1418) time: 0.0987 data: 0.0034 max mem: 3006 Epoch: [36] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 366.05101128008204 loss: 1.4207 (1.4405) acc1: 62.5000 (64.8252) acc5: 84.3750 (84.1084) time: 0.0978 data: 0.0026 max mem: 3006 Epoch: [36] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 250.88504365608242 loss: 1.4208 (1.4390) acc1: 65.6250 (64.7907) acc5: 84.3750 (84.1346) time: 0.0963 data: 0.0028 max mem: 3006 Epoch: [36] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 378.86037367296416 loss: 1.4208 (1.4406) acc1: 62.5000 (64.7727) acc5: 84.3750 (84.1315) time: 0.0967 data: 0.0013 max mem: 3006 Epoch: [36] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 362.63986404152246 loss: 1.4613 (1.4444) acc1: 59.3750 (64.6266) acc5: 84.3750 (84.0897) time: 0.0966 data: 0.0016 max mem: 3006 Epoch: [36] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 450.4812262748244 loss: 1.4469 (1.4478) acc1: 59.3750 (64.5792) acc5: 84.3750 (84.0015) time: 0.0935 data: 0.0019 max mem: 3006 Epoch: [36] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 337.8603527178811 loss: 1.3925 (1.4498) acc1: 59.3750 (64.5354) acc5: 84.3750 (84.0158) time: 0.0948 data: 0.0023 max mem: 3006 Epoch: [36] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 317.1601328966459 loss: 1.5703 (1.4540) acc1: 56.2500 (64.3565) acc5: 84.3750 (83.9368) time: 0.0977 data: 0.0024 max mem: 3006 Epoch: [36] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 416.63374598010853 loss: 1.5668 (1.4554) acc1: 62.5000 (64.4017) acc5: 81.2500 (83.8746) time: 0.0950 data: 0.0014 max mem: 3006 Epoch: [36] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 328.5374377954182 loss: 1.3951 (1.4541) acc1: 65.6250 (64.4330) acc5: 84.3750 (83.8918) time: 0.0953 data: 0.0019 max mem: 3006 Epoch: [36] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 391.9612646235975 loss: 1.5240 (1.4590) acc1: 62.5000 (64.2753) acc5: 81.2500 (83.7728) time: 0.0949 data: 0.0018 max mem: 3006 Epoch: [36] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 635.6842080335703 loss: 1.5070 (1.4532) acc1: 62.5000 (64.3790) acc5: 84.3750 (83.9429) time: 0.0954 data: 0.0016 max mem: 3006 Epoch: [36] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 380.93457986365365 loss: 1.3156 (1.4523) acc1: 65.6250 (64.4081) acc5: 87.5000 (83.9661) time: 0.0972 data: 0.0020 max mem: 3006 Epoch: [36] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 420.8534105945729 loss: 1.3156 (1.4479) acc1: 65.6250 (64.5015) acc5: 87.5000 (84.0257) time: 0.0963 data: 0.0022 max mem: 3006 Epoch: [36] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 406.7647622164842 loss: 1.3900 (1.4500) acc1: 62.5000 (64.3512) acc5: 87.5000 (83.9626) time: 0.0961 data: 0.0030 max mem: 3006 Epoch: [36] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 366.54785384810754 loss: 1.4586 (1.4501) acc1: 62.5000 (64.4409) acc5: 84.3750 (83.9655) time: 0.0943 data: 0.0051 max mem: 3006 Epoch: [36] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 401.11690624906606 loss: 1.4894 (1.4506) acc1: 62.5000 (64.4304) acc5: 81.2500 (83.9508) time: 0.0939 data: 0.0053 max mem: 3006 Epoch: [36] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 867.6505291193412 loss: 1.3061 (1.4459) acc1: 68.7500 (64.6058) acc5: 84.3750 (84.0212) time: 0.0688 data: 0.0017 max mem: 3006 Epoch: [36] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 865.3848455150359 loss: 1.3328 (1.4442) acc1: 68.7500 (64.6900) acc5: 84.3750 (84.0387) time: 0.0406 data: 0.0001 max mem: 3006 Epoch: [36] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 750.6181323597838 loss: 1.3328 (1.4412) acc1: 65.6250 (64.7120) acc5: 87.5000 (84.1680) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [36] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:19 loss: 1.4907 (1.4907) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 1.9819 data: 1.9674 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.160 Acc@5 82.960 Test: EMA [ 0/40] eta: 0:01:31 loss: 1.5251 (1.5251) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 2.2992 data: 2.2882 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 59.580 Acc@5 81.670 Epoch: [37] [ 0/391] eta: 0:18:22 lr: 0.010000000000000002 img/s: 607.2843135924131 loss: 1.3845 (1.3845) acc1: 59.3750 (59.3750) acc5: 87.5000 (87.5000) time: 2.8192 data: 2.7665 max mem: 3006 Epoch: [37] [ 10/391] eta: 0:02:04 lr: 0.010000000000000002 img/s: 338.91739537749453 loss: 1.4067 (1.4019) acc1: 65.6250 (62.5000) acc5: 84.3750 (84.0909) time: 0.3260 data: 0.2598 max mem: 3006 Epoch: [37] [ 20/391] eta: 0:01:21 lr: 0.010000000000000002 img/s: 302.0853469696424 loss: 1.3724 (1.4032) acc1: 65.6250 (62.9464) acc5: 84.3750 (84.8214) time: 0.0893 data: 0.0079 max mem: 3006 Epoch: [37] [ 30/391] eta: 0:01:03 lr: 0.010000000000000002 img/s: 378.58039257719395 loss: 1.3724 (1.4098) acc1: 65.6250 (64.1129) acc5: 84.3750 (84.4758) time: 0.0952 data: 0.0052 max mem: 3006 Epoch: [37] [ 40/391] eta: 0:00:55 lr: 0.010000000000000002 img/s: 318.8266448759306 loss: 1.4485 (1.4086) acc1: 65.6250 (64.4055) acc5: 84.3750 (84.6037) time: 0.0914 data: 0.0025 max mem: 3006 Epoch: [37] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 292.6409603983926 loss: 1.4420 (1.4124) acc1: 62.5000 (64.3995) acc5: 87.5000 (84.5588) time: 0.0969 data: 0.0024 max mem: 3006 Epoch: [37] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 394.6477543039445 loss: 1.3780 (1.4155) acc1: 65.6250 (64.3443) acc5: 84.3750 (84.6311) time: 0.0963 data: 0.0047 max mem: 3006 Epoch: [37] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 338.1369853350565 loss: 1.3559 (1.4229) acc1: 65.6250 (64.3926) acc5: 84.3750 (84.5951) time: 0.0953 data: 0.0049 max mem: 3006 Epoch: [37] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 344.4677572516028 loss: 1.3259 (1.4195) acc1: 65.6250 (64.7377) acc5: 87.5000 (84.7994) time: 0.0937 data: 0.0024 max mem: 3006 Epoch: [37] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 351.73005794131444 loss: 1.3888 (1.4254) acc1: 65.6250 (64.7321) acc5: 84.3750 (84.8558) time: 0.0941 data: 0.0013 max mem: 3006 Epoch: [37] [100/391] eta: 0:00:34 lr: 0.010000000000000002 img/s: 363.10488882396066 loss: 1.3838 (1.4273) acc1: 65.6250 (64.4802) acc5: 84.3750 (84.9938) time: 0.0944 data: 0.0020 max mem: 3006 Epoch: [37] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 420.0052822300524 loss: 1.3887 (1.4306) acc1: 62.5000 (64.5552) acc5: 84.3750 (84.7410) time: 0.0930 data: 0.0043 max mem: 3006 Epoch: [37] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 381.14877037541885 loss: 1.4903 (1.4362) acc1: 65.6250 (64.6436) acc5: 81.2500 (84.6591) time: 0.0946 data: 0.0034 max mem: 3006 Epoch: [37] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 397.8648801671879 loss: 1.3563 (1.4305) acc1: 65.6250 (64.6947) acc5: 84.3750 (84.7567) time: 0.0946 data: 0.0017 max mem: 3006 Epoch: [37] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 290.2519538599276 loss: 1.3371 (1.4286) acc1: 65.6250 (64.9823) acc5: 84.3750 (84.6853) time: 0.0918 data: 0.0041 max mem: 3006 Epoch: [37] [150/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 253.21137527308127 loss: 1.4649 (1.4369) acc1: 65.6250 (64.9007) acc5: 81.2500 (84.4992) time: 0.0942 data: 0.0040 max mem: 3006 Epoch: [37] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 335.39674543200994 loss: 1.4649 (1.4385) acc1: 65.6250 (64.7904) acc5: 81.2500 (84.5497) time: 0.0974 data: 0.0028 max mem: 3006 Epoch: [37] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 478.12128142377253 loss: 1.3670 (1.4380) acc1: 62.5000 (64.8209) acc5: 87.5000 (84.6857) time: 0.0968 data: 0.0018 max mem: 3006 Epoch: [37] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 452.3623813632442 loss: 1.4557 (1.4386) acc1: 62.5000 (64.8308) acc5: 87.5000 (84.6685) time: 0.0974 data: 0.0007 max mem: 3006 Epoch: [37] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 423.55610114774225 loss: 1.2965 (1.4278) acc1: 71.8750 (65.1669) acc5: 84.3750 (84.6859) time: 0.0929 data: 0.0015 max mem: 3006 Epoch: [37] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 390.25289816093624 loss: 1.3638 (1.4280) acc1: 68.7500 (65.0498) acc5: 84.3750 (84.6393) time: 0.0970 data: 0.0028 max mem: 3006 Epoch: [37] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 331.9961115577268 loss: 1.4147 (1.4311) acc1: 62.5000 (65.1066) acc5: 84.3750 (84.5379) time: 0.0987 data: 0.0031 max mem: 3006 Epoch: [37] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 371.40844828778967 loss: 1.3103 (1.4243) acc1: 68.7500 (65.2856) acc5: 84.3750 (84.5730) time: 0.0952 data: 0.0032 max mem: 3006 Epoch: [37] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 372.4225299743889 loss: 1.3440 (1.4320) acc1: 65.6250 (65.2056) acc5: 84.3750 (84.3615) time: 0.0958 data: 0.0024 max mem: 3006 Epoch: [37] [240/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 365.7447809227432 loss: 1.4780 (1.4323) acc1: 62.5000 (65.0415) acc5: 81.2500 (84.3880) time: 0.0953 data: 0.0026 max mem: 3006 Epoch: [37] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 314.9128074217632 loss: 1.5283 (1.4384) acc1: 59.3750 (64.8780) acc5: 81.2500 (84.3252) time: 0.0995 data: 0.0039 max mem: 3006 Epoch: [37] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 251.62442796749187 loss: 1.5283 (1.4416) acc1: 62.5000 (64.8587) acc5: 84.3750 (84.2433) time: 0.1006 data: 0.0034 max mem: 3006 Epoch: [37] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 418.4861905326108 loss: 1.4830 (1.4420) acc1: 62.5000 (64.8178) acc5: 84.3750 (84.2827) time: 0.0903 data: 0.0024 max mem: 3006 Epoch: [37] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 263.32588061259327 loss: 1.4024 (1.4408) acc1: 62.5000 (64.8020) acc5: 84.3750 (84.3194) time: 0.0908 data: 0.0013 max mem: 3006 Epoch: [37] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 344.8828863552852 loss: 1.3560 (1.4405) acc1: 65.6250 (64.7659) acc5: 84.3750 (84.3213) time: 0.0963 data: 0.0017 max mem: 3006 Epoch: [37] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 480.13610883555543 loss: 1.4467 (1.4428) acc1: 62.5000 (64.7010) acc5: 81.2500 (84.2297) time: 0.0941 data: 0.0037 max mem: 3006 Epoch: [37] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 349.59725568541444 loss: 1.4096 (1.4400) acc1: 62.5000 (64.7910) acc5: 84.3750 (84.3047) time: 0.0930 data: 0.0035 max mem: 3006 Epoch: [37] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 403.3614867707695 loss: 1.4249 (1.4446) acc1: 59.3750 (64.5931) acc5: 84.3750 (84.2290) time: 0.0967 data: 0.0016 max mem: 3006 Epoch: [37] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 331.7622305714851 loss: 1.5056 (1.4443) acc1: 62.5000 (64.6337) acc5: 84.3750 (84.1956) time: 0.0985 data: 0.0009 max mem: 3006 Epoch: [37] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 374.17404879789467 loss: 1.4556 (1.4417) acc1: 65.6250 (64.6536) acc5: 84.3750 (84.2559) time: 0.0910 data: 0.0011 max mem: 3006 Epoch: [37] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 486.5764262745567 loss: 1.2542 (1.4403) acc1: 65.6250 (64.6813) acc5: 84.3750 (84.2504) time: 0.0948 data: 0.0043 max mem: 3006 Epoch: [37] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 412.33184950339313 loss: 1.3531 (1.4424) acc1: 62.5000 (64.6208) acc5: 84.3750 (84.1932) time: 0.0982 data: 0.0039 max mem: 3006 Epoch: [37] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 869.2351352576599 loss: 1.4881 (1.4420) acc1: 62.5000 (64.6648) acc5: 84.3750 (84.1560) time: 0.0698 data: 0.0005 max mem: 3006 Epoch: [37] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 866.0046327063909 loss: 1.4665 (1.4431) acc1: 62.5000 (64.6243) acc5: 84.3750 (84.1535) time: 0.0412 data: 0.0001 max mem: 3006 Epoch: [37] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 745.9391589674276 loss: 1.3838 (1.4400) acc1: 62.5000 (64.6400) acc5: 85.0000 (84.2320) time: 0.0365 data: 0.0001 max mem: 3006 Epoch: [37] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:15 loss: 1.4507 (1.4507) acc1: 71.8750 (71.8750) acc5: 87.5000 (87.5000) time: 1.8986 data: 1.8846 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.780 Acc@5 83.080 Test: EMA [ 0/40] eta: 0:01:31 loss: 1.4925 (1.4925) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 2.2880 data: 2.2770 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 60.090 Acc@5 81.750 Epoch: [38] [ 0/391] eta: 0:20:11 lr: 0.010000000000000002 img/s: 860.0117130682728 loss: 1.8342 (1.8342) acc1: 53.1250 (53.1250) acc5: 81.2500 (81.2500) time: 3.0982 data: 3.0610 max mem: 3006 Epoch: [38] [ 10/391] eta: 0:02:15 lr: 0.010000000000000002 img/s: 304.8899247416615 loss: 1.4212 (1.4998) acc1: 59.3750 (61.9318) acc5: 81.2500 (82.3864) time: 0.3551 data: 0.2846 max mem: 3006 Epoch: [38] [ 20/391] eta: 0:01:25 lr: 0.010000000000000002 img/s: 536.6026106946526 loss: 1.3483 (1.4855) acc1: 62.5000 (62.0536) acc5: 81.2500 (83.1845) time: 0.0863 data: 0.0053 max mem: 3006 Epoch: [38] [ 30/391] eta: 0:01:07 lr: 0.010000000000000002 img/s: 269.82342771215133 loss: 1.2768 (1.4217) acc1: 68.7500 (64.8185) acc5: 84.3750 (83.9718) time: 0.0935 data: 0.0025 max mem: 3006 Epoch: [38] [ 40/391] eta: 0:00:57 lr: 0.010000000000000002 img/s: 459.9348500269002 loss: 1.2140 (1.4218) acc1: 68.7500 (65.3963) acc5: 87.5000 (84.2988) time: 0.0960 data: 0.0024 max mem: 3006 Epoch: [38] [ 50/391] eta: 0:00:51 lr: 0.010000000000000002 img/s: 297.6280008337805 loss: 1.4252 (1.4452) acc1: 62.5000 (64.9510) acc5: 84.3750 (83.8848) time: 0.0998 data: 0.0034 max mem: 3006 Epoch: [38] [ 60/391] eta: 0:00:46 lr: 0.010000000000000002 img/s: 469.53573177728333 loss: 1.4575 (1.4429) acc1: 62.5000 (64.8566) acc5: 84.3750 (84.2725) time: 0.0928 data: 0.0028 max mem: 3006 Epoch: [38] [ 70/391] eta: 0:00:43 lr: 0.010000000000000002 img/s: 383.4562154842138 loss: 1.2940 (1.4109) acc1: 65.6250 (65.3609) acc5: 84.3750 (84.8151) time: 0.0893 data: 0.0030 max mem: 3006 Epoch: [38] [ 80/391] eta: 0:00:40 lr: 0.010000000000000002 img/s: 359.18882219290333 loss: 1.2696 (1.4050) acc1: 65.6250 (65.5478) acc5: 90.6250 (85.2238) time: 0.0934 data: 0.0027 max mem: 3006 Epoch: [38] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 308.9015604142693 loss: 1.2997 (1.4153) acc1: 65.6250 (65.3846) acc5: 90.6250 (85.0962) time: 0.0961 data: 0.0025 max mem: 3006 Epoch: [38] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 409.5312615375227 loss: 1.2901 (1.4043) acc1: 62.5000 (65.7178) acc5: 84.3750 (85.0248) time: 0.0933 data: 0.0025 max mem: 3006 Epoch: [38] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 384.86032161126786 loss: 1.2901 (1.4102) acc1: 65.6250 (65.6250) acc5: 84.3750 (85.0225) time: 0.0910 data: 0.0035 max mem: 3006 Epoch: [38] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 342.4777827109839 loss: 1.3490 (1.4140) acc1: 65.6250 (65.6250) acc5: 87.5000 (84.9432) time: 0.0939 data: 0.0032 max mem: 3006 Epoch: [38] [130/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 313.80911609637485 loss: 1.3660 (1.4108) acc1: 62.5000 (65.4342) acc5: 84.3750 (84.9952) time: 0.0942 data: 0.0012 max mem: 3006 Epoch: [38] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 374.6597327482491 loss: 1.2536 (1.4006) acc1: 65.6250 (65.6028) acc5: 84.3750 (85.1064) time: 0.0978 data: 0.0013 max mem: 3006 Epoch: [38] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 301.81905841293826 loss: 1.2652 (1.3953) acc1: 65.6250 (65.6250) acc5: 87.5000 (85.2235) time: 0.0980 data: 0.0028 max mem: 3006 Epoch: [38] [160/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 352.9055063866934 loss: 1.3893 (1.3905) acc1: 62.5000 (65.4891) acc5: 84.3750 (85.2096) time: 0.0994 data: 0.0029 max mem: 3006 Epoch: [38] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 419.429089284096 loss: 1.4224 (1.3906) acc1: 62.5000 (65.4423) acc5: 84.3750 (85.2705) time: 0.0963 data: 0.0024 max mem: 3006 Epoch: [38] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 509.82955253361695 loss: 1.3575 (1.3888) acc1: 65.6250 (65.6077) acc5: 87.5000 (85.3246) time: 0.0942 data: 0.0050 max mem: 3006 Epoch: [38] [190/391] eta: 0:00:22 lr: 0.010000000000000002 img/s: 277.9761535418638 loss: 1.3733 (1.3896) acc1: 65.6250 (65.5923) acc5: 87.5000 (85.3567) time: 0.0982 data: 0.0040 max mem: 3006 Epoch: [38] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 416.9430739743219 loss: 1.3905 (1.3953) acc1: 65.6250 (65.5162) acc5: 87.5000 (85.3234) time: 0.0985 data: 0.0015 max mem: 3006 Epoch: [38] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 285.5015996188142 loss: 1.3825 (1.4013) acc1: 65.6250 (65.4325) acc5: 87.5000 (85.1600) time: 0.0941 data: 0.0020 max mem: 3006 Epoch: [38] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 393.89377424826705 loss: 1.4647 (1.4071) acc1: 65.6250 (65.3988) acc5: 81.2500 (84.8840) time: 0.0961 data: 0.0019 max mem: 3006 Epoch: [38] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 227.7146172795939 loss: 1.4647 (1.4065) acc1: 65.6250 (65.5168) acc5: 81.2500 (84.8485) time: 0.0957 data: 0.0016 max mem: 3006 Epoch: [38] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 341.7696542522039 loss: 1.3109 (1.4003) acc1: 68.7500 (65.6250) acc5: 84.3750 (84.9455) time: 0.0958 data: 0.0013 max mem: 3006 Epoch: [38] [250/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 281.4184130685023 loss: 1.2403 (1.3938) acc1: 65.6250 (65.7869) acc5: 84.3750 (85.0224) time: 0.0984 data: 0.0015 max mem: 3006 Epoch: [38] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 304.66914849183723 loss: 1.3165 (1.3972) acc1: 62.5000 (65.6130) acc5: 81.2500 (84.9856) time: 0.0933 data: 0.0019 max mem: 3006 Epoch: [38] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 350.62468782327926 loss: 1.3947 (1.3956) acc1: 62.5000 (65.5904) acc5: 81.2500 (84.9862) time: 0.0953 data: 0.0020 max mem: 3006 Epoch: [38] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 475.1255022319453 loss: 1.3947 (1.3967) acc1: 62.5000 (65.4804) acc5: 87.5000 (85.0311) time: 0.0962 data: 0.0022 max mem: 3006 Epoch: [38] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 339.8665731439583 loss: 1.4542 (1.4058) acc1: 62.5000 (65.2491) acc5: 84.3750 (84.8582) time: 0.0958 data: 0.0030 max mem: 3006 Epoch: [38] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 282.8011908950887 loss: 1.5252 (1.4080) acc1: 62.5000 (65.1890) acc5: 84.3750 (84.8110) time: 0.0961 data: 0.0037 max mem: 3006 Epoch: [38] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 494.0523803038279 loss: 1.3944 (1.4053) acc1: 68.7500 (65.3436) acc5: 84.3750 (84.8171) time: 0.0968 data: 0.0023 max mem: 3006 Epoch: [38] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 301.42998180879016 loss: 1.2919 (1.4039) acc1: 68.7500 (65.4011) acc5: 87.5000 (84.8520) time: 0.0972 data: 0.0014 max mem: 3006 Epoch: [38] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 390.07029637939354 loss: 1.4204 (1.4042) acc1: 62.5000 (65.2474) acc5: 87.5000 (84.9415) time: 0.0944 data: 0.0024 max mem: 3006 Epoch: [38] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 304.2885598532716 loss: 1.4142 (1.4030) acc1: 62.5000 (65.2676) acc5: 87.5000 (84.9798) time: 0.0917 data: 0.0026 max mem: 3006 Epoch: [38] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 309.27952918296006 loss: 1.3294 (1.3992) acc1: 65.6250 (65.3579) acc5: 87.5000 (85.0249) time: 0.0934 data: 0.0041 max mem: 3006 Epoch: [38] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 443.79179589596407 loss: 1.2878 (1.3956) acc1: 65.6250 (65.4432) acc5: 87.5000 (85.1108) time: 0.0961 data: 0.0038 max mem: 3006 Epoch: [38] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 867.6112684068314 loss: 1.4087 (1.3999) acc1: 62.5000 (65.3386) acc5: 87.5000 (85.0657) time: 0.0692 data: 0.0008 max mem: 3006 Epoch: [38] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 868.6838007339474 loss: 1.4550 (1.4014) acc1: 62.5000 (65.1985) acc5: 84.3750 (85.0640) time: 0.0403 data: 0.0001 max mem: 3006 Epoch: [38] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 756.3368827257891 loss: 1.3194 (1.4000) acc1: 62.5000 (65.2480) acc5: 84.3750 (85.0640) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [38] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:45 loss: 1.4128 (1.4128) acc1: 68.7500 (68.7500) acc5: 87.5000 (87.5000) time: 2.6431 data: 2.6305 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.770 Acc@5 83.070 Test: EMA [ 0/40] eta: 0:01:13 loss: 1.4656 (1.4656) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 1.8324 data: 1.8214 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 60.180 Acc@5 82.070 Epoch: [39] [ 0/391] eta: 0:18:30 lr: 0.010000000000000002 img/s: 825.3305375008455 loss: 1.5886 (1.5886) acc1: 56.2500 (56.2500) acc5: 84.3750 (84.3750) time: 2.8392 data: 2.8004 max mem: 3006 Epoch: [39] [ 10/391] eta: 0:02:07 lr: 0.010000000000000002 img/s: 596.1549442788677 loss: 1.5319 (1.5713) acc1: 59.3750 (61.3636) acc5: 84.3750 (83.2386) time: 0.3339 data: 0.2715 max mem: 3006 Epoch: [39] [ 20/391] eta: 0:01:22 lr: 0.010000000000000002 img/s: 465.0294433549764 loss: 1.4808 (1.4807) acc1: 59.3750 (61.9048) acc5: 84.3750 (84.5238) time: 0.0905 data: 0.0099 max mem: 3006 Epoch: [39] [ 30/391] eta: 0:01:05 lr: 0.010000000000000002 img/s: 298.1946896363261 loss: 1.2710 (1.4681) acc1: 65.6250 (62.3992) acc5: 84.3750 (84.1734) time: 0.0967 data: 0.0013 max mem: 3006 Epoch: [39] [ 40/391] eta: 0:00:56 lr: 0.010000000000000002 img/s: 497.84023738872406 loss: 1.2324 (1.4448) acc1: 65.6250 (64.1768) acc5: 84.3750 (84.2226) time: 0.0961 data: 0.0015 max mem: 3006 Epoch: [39] [ 50/391] eta: 0:00:50 lr: 0.010000000000000002 img/s: 342.9512087305582 loss: 1.2369 (1.4313) acc1: 65.6250 (64.8284) acc5: 87.5000 (84.3750) time: 0.0937 data: 0.0030 max mem: 3006 Epoch: [39] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 315.23602704753046 loss: 1.3269 (1.4325) acc1: 65.6250 (64.9590) acc5: 84.3750 (84.3750) time: 0.0927 data: 0.0042 max mem: 3006 Epoch: [39] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 261.7136038000008 loss: 1.3959 (1.4425) acc1: 65.6250 (64.5246) acc5: 81.2500 (84.1109) time: 0.0941 data: 0.0026 max mem: 3006 Epoch: [39] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 309.31445427728613 loss: 1.3810 (1.4491) acc1: 65.6250 (64.8534) acc5: 81.2500 (83.9506) time: 0.0922 data: 0.0042 max mem: 3006 Epoch: [39] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 515.8787729702929 loss: 1.3810 (1.4566) acc1: 65.6250 (64.5261) acc5: 84.3750 (84.0659) time: 0.0926 data: 0.0049 max mem: 3006 Epoch: [39] [100/391] eta: 0:00:34 lr: 0.010000000000000002 img/s: 401.9421483395873 loss: 1.4129 (1.4452) acc1: 62.5000 (64.6349) acc5: 84.3750 (84.2512) time: 0.0937 data: 0.0023 max mem: 3006 Epoch: [39] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 377.9184232014642 loss: 1.2809 (1.4406) acc1: 65.6250 (64.8367) acc5: 84.3750 (84.0090) time: 0.0936 data: 0.0037 max mem: 3006 Epoch: [39] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 313.73209602393587 loss: 1.2926 (1.4499) acc1: 65.6250 (64.6694) acc5: 81.2500 (83.8068) time: 0.0938 data: 0.0051 max mem: 3006 Epoch: [39] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 276.03014953428635 loss: 1.5133 (1.4585) acc1: 62.5000 (64.5038) acc5: 84.3750 (83.8502) time: 0.0977 data: 0.0029 max mem: 3006 Epoch: [39] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 469.06806180256314 loss: 1.3530 (1.4407) acc1: 62.5000 (64.8050) acc5: 84.3750 (84.0869) time: 0.0937 data: 0.0028 max mem: 3006 Epoch: [39] [150/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 370.7211203027248 loss: 1.2577 (1.4398) acc1: 65.6250 (64.6316) acc5: 87.5000 (84.0646) time: 0.0922 data: 0.0029 max mem: 3006 Epoch: [39] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 361.7104542612595 loss: 1.4095 (1.4412) acc1: 62.5000 (64.6351) acc5: 84.3750 (84.1615) time: 0.0985 data: 0.0042 max mem: 3006 Epoch: [39] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 442.30153598745113 loss: 1.3704 (1.4362) acc1: 65.6250 (64.6382) acc5: 84.3750 (84.2471) time: 0.0943 data: 0.0060 max mem: 3006 Epoch: [39] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 563.7126537195081 loss: 1.2486 (1.4265) acc1: 65.6250 (64.8308) acc5: 87.5000 (84.4613) time: 0.0956 data: 0.0038 max mem: 3006 Epoch: [39] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 254.39633960268617 loss: 1.2828 (1.4211) acc1: 65.6250 (64.8560) acc5: 87.5000 (84.7022) time: 0.0995 data: 0.0018 max mem: 3006 Epoch: [39] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 362.0060578108269 loss: 1.2652 (1.4185) acc1: 62.5000 (65.0653) acc5: 87.5000 (84.7948) time: 0.0945 data: 0.0008 max mem: 3006 Epoch: [39] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 387.0455713358806 loss: 1.3475 (1.4216) acc1: 62.5000 (65.0178) acc5: 84.3750 (84.7305) time: 0.0927 data: 0.0015 max mem: 3006 Epoch: [39] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 478.2354232287673 loss: 1.4792 (1.4271) acc1: 62.5000 (64.8049) acc5: 81.2500 (84.5447) time: 0.0927 data: 0.0033 max mem: 3006 Epoch: [39] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 485.6573709215778 loss: 1.4792 (1.4264) acc1: 62.5000 (64.8945) acc5: 81.2500 (84.5103) time: 0.0932 data: 0.0031 max mem: 3006 Epoch: [39] [240/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 275.970556062737 loss: 1.3955 (1.4299) acc1: 62.5000 (64.7562) acc5: 81.2500 (84.3620) time: 0.0981 data: 0.0020 max mem: 3006 Epoch: [39] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 441.7701650330132 loss: 1.3293 (1.4236) acc1: 65.6250 (64.9278) acc5: 84.3750 (84.4622) time: 0.0980 data: 0.0029 max mem: 3006 Epoch: [39] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 396.1468678425539 loss: 1.2895 (1.4211) acc1: 68.7500 (64.9425) acc5: 84.3750 (84.5307) time: 0.0952 data: 0.0027 max mem: 3006 Epoch: [39] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 347.411011629743 loss: 1.3064 (1.4165) acc1: 65.6250 (65.0254) acc5: 87.5000 (84.6056) time: 0.0964 data: 0.0037 max mem: 3006 Epoch: [39] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 341.1728185744317 loss: 1.3601 (1.4164) acc1: 65.6250 (65.0467) acc5: 84.3750 (84.5974) time: 0.0966 data: 0.0041 max mem: 3006 Epoch: [39] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 324.27495463891125 loss: 1.4857 (1.4226) acc1: 59.3750 (64.8625) acc5: 84.3750 (84.5576) time: 0.0954 data: 0.0025 max mem: 3006 Epoch: [39] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 249.8249929734368 loss: 1.4267 (1.4174) acc1: 65.6250 (65.0436) acc5: 87.5000 (84.6034) time: 0.0959 data: 0.0025 max mem: 3006 Epoch: [39] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 295.76535815495 loss: 1.2536 (1.4154) acc1: 65.6250 (65.1025) acc5: 87.5000 (84.6463) time: 0.0985 data: 0.0019 max mem: 3006 Epoch: [39] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 294.5729103339296 loss: 1.4704 (1.4241) acc1: 62.5000 (64.9338) acc5: 81.2500 (84.4724) time: 0.0979 data: 0.0013 max mem: 3006 Epoch: [39] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 420.01842579611457 loss: 1.4590 (1.4250) acc1: 62.5000 (64.9830) acc5: 81.2500 (84.4505) time: 0.0923 data: 0.0010 max mem: 3006 Epoch: [39] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 323.3741344499752 loss: 1.3715 (1.4242) acc1: 65.6250 (64.9468) acc5: 84.3750 (84.4391) time: 0.0970 data: 0.0048 max mem: 3006 Epoch: [39] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 361.61982126162246 loss: 1.4096 (1.4267) acc1: 62.5000 (64.8504) acc5: 81.2500 (84.3839) time: 0.0987 data: 0.0079 max mem: 3006 Epoch: [39] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 540.0724615520808 loss: 1.3832 (1.4241) acc1: 65.6250 (64.9411) acc5: 84.3750 (84.3837) time: 0.0949 data: 0.0059 max mem: 3006 Epoch: [39] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 864.977721065419 loss: 1.3859 (1.4245) acc1: 68.7500 (64.9764) acc5: 84.3750 (84.3918) time: 0.0692 data: 0.0023 max mem: 3006 Epoch: [39] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 864.8439555907805 loss: 1.4221 (1.4272) acc1: 62.5000 (64.9360) acc5: 81.2500 (84.3176) time: 0.0391 data: 0.0001 max mem: 3006 Epoch: [39] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 750.940666738282 loss: 1.5732 (1.4302) acc1: 62.5000 (64.8160) acc5: 81.2500 (84.2960) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [39] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:06 loss: 1.5530 (1.5530) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 1.6551 data: 1.6416 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.080 Acc@5 82.900 Test: EMA [ 0/40] eta: 0:01:23 loss: 1.4433 (1.4433) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.0968 data: 2.0844 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 60.290 Acc@5 82.380 Epoch: [40] [ 0/391] eta: 0:18:21 lr: 0.010000000000000002 img/s: 933.9874185826421 loss: 0.9548 (0.9548) acc1: 78.1250 (78.1250) acc5: 93.7500 (93.7500) time: 2.8163 data: 2.7821 max mem: 3006 Epoch: [40] [ 10/391] eta: 0:02:06 lr: 0.010000000000000002 img/s: 475.3274190863728 loss: 1.4535 (1.3584) acc1: 68.7500 (69.3182) acc5: 87.5000 (88.0682) time: 0.3328 data: 0.2639 max mem: 3006 Epoch: [40] [ 20/391] eta: 0:01:21 lr: 0.010000000000000002 img/s: 475.9021373764307 loss: 1.3834 (1.3547) acc1: 68.7500 (68.1548) acc5: 87.5000 (87.5000) time: 0.0902 data: 0.0077 max mem: 3006 Epoch: [40] [ 30/391] eta: 0:01:04 lr: 0.010000000000000002 img/s: 425.09748079079225 loss: 1.3658 (1.3882) acc1: 68.7500 (66.9355) acc5: 87.5000 (85.9879) time: 0.0945 data: 0.0024 max mem: 3006 Epoch: [40] [ 40/391] eta: 0:00:55 lr: 0.010000000000000002 img/s: 296.85715359996817 loss: 1.2762 (1.3662) acc1: 68.7500 (66.8445) acc5: 87.5000 (86.6616) time: 0.0943 data: 0.0029 max mem: 3006 Epoch: [40] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 323.8922946982311 loss: 1.3979 (1.3775) acc1: 65.6250 (66.1152) acc5: 87.5000 (86.2745) time: 0.0944 data: 0.0027 max mem: 3006 Epoch: [40] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 443.39888074740173 loss: 1.4482 (1.3761) acc1: 65.6250 (66.0861) acc5: 84.3750 (86.2705) time: 0.0918 data: 0.0008 max mem: 3006 Epoch: [40] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 364.23610888732696 loss: 1.4507 (1.3930) acc1: 65.6250 (65.4489) acc5: 84.3750 (85.7835) time: 0.0930 data: 0.0017 max mem: 3006 Epoch: [40] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 375.6422522124141 loss: 1.4115 (1.3958) acc1: 62.5000 (65.5093) acc5: 84.3750 (85.4938) time: 0.0961 data: 0.0020 max mem: 3006 Epoch: [40] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 748.2771716405845 loss: 1.2967 (1.3715) acc1: 68.7500 (66.0714) acc5: 84.3750 (85.7830) time: 0.0965 data: 0.0014 max mem: 3006 Epoch: [40] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 631.0931139061948 loss: 1.1943 (1.3559) acc1: 71.8750 (66.7079) acc5: 87.5000 (85.7673) time: 0.0967 data: 0.0022 max mem: 3006 Epoch: [40] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 306.4779511161448 loss: 1.2753 (1.3623) acc1: 68.7500 (66.7511) acc5: 84.3750 (85.5011) time: 0.0918 data: 0.0015 max mem: 3006 Epoch: [40] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 322.10296333982893 loss: 1.4494 (1.3699) acc1: 65.6250 (66.6839) acc5: 81.2500 (85.2531) time: 0.0958 data: 0.0020 max mem: 3006 Epoch: [40] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 282.54757729560635 loss: 1.3746 (1.3636) acc1: 65.6250 (66.8655) acc5: 84.3750 (85.4246) time: 0.0974 data: 0.0022 max mem: 3006 Epoch: [40] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 381.8405812769202 loss: 1.3079 (1.3691) acc1: 65.6250 (66.8883) acc5: 84.3750 (85.3059) time: 0.0932 data: 0.0016 max mem: 3006 Epoch: [40] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 313.8113172255449 loss: 1.3662 (1.3713) acc1: 65.6250 (66.6598) acc5: 84.3750 (85.3477) time: 0.0966 data: 0.0036 max mem: 3006 Epoch: [40] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 330.2731603606441 loss: 1.2920 (1.3745) acc1: 62.5000 (66.3820) acc5: 87.5000 (85.3455) time: 0.0954 data: 0.0036 max mem: 3006 Epoch: [40] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 318.62531573449814 loss: 1.4327 (1.3902) acc1: 59.3750 (65.9722) acc5: 84.3750 (85.1243) time: 0.0946 data: 0.0022 max mem: 3006 Epoch: [40] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 397.67744382288805 loss: 1.4690 (1.3913) acc1: 62.5000 (65.9876) acc5: 81.2500 (84.9448) time: 0.0944 data: 0.0020 max mem: 3006 Epoch: [40] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 316.28121273818107 loss: 1.3886 (1.3846) acc1: 62.5000 (66.0668) acc5: 81.2500 (84.9476) time: 0.0946 data: 0.0022 max mem: 3006 Epoch: [40] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 381.56811171475437 loss: 1.2924 (1.3852) acc1: 65.6250 (66.0603) acc5: 84.3750 (84.9192) time: 0.0971 data: 0.0026 max mem: 3006 Epoch: [40] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 421.60827022085965 loss: 1.3755 (1.3890) acc1: 65.6250 (65.9805) acc5: 84.3750 (84.9526) time: 0.0958 data: 0.0029 max mem: 3006 Epoch: [40] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 310.9778474926958 loss: 1.3869 (1.3901) acc1: 65.6250 (65.9502) acc5: 84.3750 (84.9689) time: 0.0921 data: 0.0027 max mem: 3006 Epoch: [40] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 253.86031960991627 loss: 1.3523 (1.3916) acc1: 65.6250 (66.0579) acc5: 84.3750 (84.9432) time: 0.0949 data: 0.0017 max mem: 3006 Epoch: [40] [240/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 440.72861008222344 loss: 1.3047 (1.3933) acc1: 62.5000 (65.9751) acc5: 84.3750 (84.8677) time: 0.0971 data: 0.0009 max mem: 3006 Epoch: [40] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 255.76778894893704 loss: 1.2524 (1.3919) acc1: 62.5000 (65.9612) acc5: 87.5000 (84.9104) time: 0.1004 data: 0.0029 max mem: 3006 Epoch: [40] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 266.09330274920154 loss: 1.4177 (1.3929) acc1: 65.6250 (65.9124) acc5: 84.3750 (84.8539) time: 0.0982 data: 0.0038 max mem: 3006 Epoch: [40] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 291.7947966511078 loss: 1.4177 (1.3928) acc1: 65.6250 (65.8210) acc5: 81.2500 (84.8363) time: 0.0935 data: 0.0018 max mem: 3006 Epoch: [40] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 336.3161656000521 loss: 1.3725 (1.3931) acc1: 62.5000 (65.8585) acc5: 81.2500 (84.8421) time: 0.0957 data: 0.0024 max mem: 3006 Epoch: [40] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 352.79697402211656 loss: 1.3725 (1.3935) acc1: 62.5000 (65.8398) acc5: 84.3750 (84.8905) time: 0.0953 data: 0.0034 max mem: 3006 Epoch: [40] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 334.9899116961429 loss: 1.2836 (1.3909) acc1: 65.6250 (65.9157) acc5: 87.5000 (84.9772) time: 0.0913 data: 0.0019 max mem: 3006 Epoch: [40] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 506.4495032394148 loss: 1.4154 (1.3927) acc1: 65.6250 (65.8059) acc5: 87.5000 (84.9277) time: 0.0940 data: 0.0010 max mem: 3006 Epoch: [40] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 367.80545606511106 loss: 1.4154 (1.3931) acc1: 62.5000 (65.7321) acc5: 81.2500 (84.8910) time: 0.1033 data: 0.0026 max mem: 3006 Epoch: [40] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 410.0129158393157 loss: 1.3707 (1.3920) acc1: 62.5000 (65.7477) acc5: 84.3750 (84.9131) time: 0.0980 data: 0.0036 max mem: 3006 Epoch: [40] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 344.1206673315711 loss: 1.3718 (1.3956) acc1: 62.5000 (65.7441) acc5: 84.3750 (84.8699) time: 0.0895 data: 0.0023 max mem: 3006 Epoch: [40] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 403.74126671379366 loss: 1.4299 (1.3962) acc1: 65.6250 (65.7229) acc5: 84.3750 (84.9003) time: 0.0947 data: 0.0018 max mem: 3006 Epoch: [40] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 360.2879990551071 loss: 1.3828 (1.3937) acc1: 68.7500 (65.8501) acc5: 84.3750 (84.9117) time: 0.0948 data: 0.0022 max mem: 3006 Epoch: [40] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 872.9949006140077 loss: 1.3955 (1.3939) acc1: 65.6250 (65.8187) acc5: 84.3750 (84.8551) time: 0.0686 data: 0.0012 max mem: 3006 Epoch: [40] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 868.3915398003352 loss: 1.3989 (1.3939) acc1: 65.6250 (65.8301) acc5: 81.2500 (84.8589) time: 0.0422 data: 0.0001 max mem: 3006 Epoch: [40] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 752.3887598324559 loss: 1.3989 (1.3964) acc1: 65.6250 (65.8320) acc5: 84.3750 (84.8560) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [40] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:27 loss: 1.5360 (1.5360) acc1: 56.2500 (56.2500) acc5: 87.5000 (87.5000) time: 2.1851 data: 2.1724 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.980 Acc@5 82.980 Test: EMA [ 0/40] eta: 0:01:31 loss: 1.4319 (1.4319) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.2777 data: 2.2665 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 60.550 Acc@5 82.580 Epoch: [41] [ 0/391] eta: 0:18:50 lr: 0.010000000000000002 img/s: 802.9489100002393 loss: 1.1321 (1.1321) acc1: 59.3750 (59.3750) acc5: 90.6250 (90.6250) time: 2.8901 data: 2.8502 max mem: 3006 Epoch: [41] [ 10/391] eta: 0:02:08 lr: 0.010000000000000002 img/s: 352.12223481509466 loss: 1.1775 (1.3034) acc1: 65.6250 (68.4659) acc5: 87.5000 (84.3750) time: 0.3360 data: 0.2695 max mem: 3006 Epoch: [41] [ 20/391] eta: 0:01:22 lr: 0.010000000000000002 img/s: 556.2576019429144 loss: 1.2692 (1.2649) acc1: 68.7500 (68.8988) acc5: 87.5000 (85.7143) time: 0.0897 data: 0.0100 max mem: 3006 Epoch: [41] [ 30/391] eta: 0:01:04 lr: 0.010000000000000002 img/s: 305.02573286274975 loss: 1.2965 (1.2839) acc1: 65.6250 (67.7419) acc5: 87.5000 (85.5847) time: 0.0933 data: 0.0046 max mem: 3006 Epoch: [41] [ 40/391] eta: 0:00:55 lr: 0.010000000000000002 img/s: 390.1269867106931 loss: 1.4239 (1.3583) acc1: 62.5000 (66.3110) acc5: 84.3750 (84.6037) time: 0.0922 data: 0.0007 max mem: 3006 Epoch: [41] [ 50/391] eta: 0:00:50 lr: 0.010000000000000002 img/s: 398.071382388706 loss: 1.3318 (1.3287) acc1: 62.5000 (67.2794) acc5: 84.3750 (84.9877) time: 0.0967 data: 0.0016 max mem: 3006 Epoch: [41] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 356.49651120478313 loss: 1.3292 (1.3519) acc1: 65.6250 (66.8033) acc5: 84.3750 (84.9898) time: 0.0974 data: 0.0029 max mem: 3006 Epoch: [41] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 335.03423038424 loss: 1.3937 (1.3556) acc1: 62.5000 (66.6373) acc5: 84.3750 (85.0352) time: 0.0963 data: 0.0039 max mem: 3006 Epoch: [41] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 246.25479417873314 loss: 1.2746 (1.3460) acc1: 65.6250 (66.8981) acc5: 84.3750 (85.3009) time: 0.0923 data: 0.0032 max mem: 3006 Epoch: [41] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 284.29032756849494 loss: 1.3568 (1.3591) acc1: 65.6250 (66.6896) acc5: 84.3750 (84.9245) time: 0.0930 data: 0.0030 max mem: 3006 Epoch: [41] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 482.02426323236824 loss: 1.4080 (1.3581) acc1: 62.5000 (66.7079) acc5: 84.3750 (84.8700) time: 0.0932 data: 0.0024 max mem: 3006 Epoch: [41] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 298.82540170232284 loss: 1.4484 (1.3690) acc1: 65.6250 (66.5822) acc5: 84.3750 (84.7691) time: 0.0955 data: 0.0046 max mem: 3006 Epoch: [41] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 416.08610790769194 loss: 1.3842 (1.3611) acc1: 65.6250 (66.7097) acc5: 84.3750 (84.8399) time: 0.0950 data: 0.0057 max mem: 3006 Epoch: [41] [130/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 263.63674005747384 loss: 1.2462 (1.3590) acc1: 68.7500 (66.6985) acc5: 87.5000 (84.8521) time: 0.0946 data: 0.0019 max mem: 3006 Epoch: [41] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 289.02190849853355 loss: 1.3733 (1.3661) acc1: 65.6250 (66.5115) acc5: 87.5000 (84.7296) time: 0.0940 data: 0.0011 max mem: 3006 Epoch: [41] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 352.7617385544987 loss: 1.3523 (1.3646) acc1: 65.6250 (66.5356) acc5: 84.3750 (84.8096) time: 0.0939 data: 0.0017 max mem: 3006 Epoch: [41] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 312.34635613020936 loss: 1.3523 (1.3646) acc1: 65.6250 (66.4014) acc5: 84.3750 (84.7632) time: 0.1005 data: 0.0019 max mem: 3006 Epoch: [41] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 305.3713412039871 loss: 1.3754 (1.3666) acc1: 65.6250 (66.4108) acc5: 84.3750 (84.7405) time: 0.0927 data: 0.0026 max mem: 3006 Epoch: [41] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 384.44803189752463 loss: 1.3824 (1.3676) acc1: 65.6250 (66.4365) acc5: 84.3750 (84.6685) time: 0.0927 data: 0.0039 max mem: 3006 Epoch: [41] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 361.63833398897447 loss: 1.3849 (1.3690) acc1: 65.6250 (66.4431) acc5: 84.3750 (84.6204) time: 0.0968 data: 0.0032 max mem: 3006 Epoch: [41] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 326.25423077857994 loss: 1.3977 (1.3716) acc1: 62.5000 (66.2935) acc5: 84.3750 (84.6238) time: 0.0943 data: 0.0024 max mem: 3006 Epoch: [41] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 248.96906290925145 loss: 1.4520 (1.3774) acc1: 62.5000 (66.2618) acc5: 84.3750 (84.6120) time: 0.0961 data: 0.0042 max mem: 3006 Epoch: [41] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 412.76679603648597 loss: 1.3898 (1.3762) acc1: 68.7500 (66.3462) acc5: 84.3750 (84.6437) time: 0.0950 data: 0.0046 max mem: 3006 Epoch: [41] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 274.43010726305414 loss: 1.4260 (1.3835) acc1: 65.6250 (66.1932) acc5: 84.3750 (84.5238) time: 0.0959 data: 0.0024 max mem: 3006 Epoch: [41] [240/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 390.026089357065 loss: 1.4497 (1.3852) acc1: 62.5000 (66.1177) acc5: 81.2500 (84.4917) time: 0.0960 data: 0.0024 max mem: 3006 Epoch: [41] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 248.80337675385994 loss: 1.5373 (1.3919) acc1: 62.5000 (65.9363) acc5: 81.2500 (84.3625) time: 0.0971 data: 0.0026 max mem: 3006 Epoch: [41] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 368.2424042888263 loss: 1.4211 (1.3869) acc1: 62.5000 (66.0201) acc5: 81.2500 (84.4708) time: 0.0935 data: 0.0018 max mem: 3006 Epoch: [41] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 350.2440633383088 loss: 1.3157 (1.3911) acc1: 65.6250 (65.9248) acc5: 84.3750 (84.4557) time: 0.0934 data: 0.0016 max mem: 3006 Epoch: [41] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 328.3678408384751 loss: 1.3607 (1.3907) acc1: 65.6250 (65.9586) acc5: 81.2500 (84.4528) time: 0.0969 data: 0.0030 max mem: 3006 Epoch: [41] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 286.06446470170744 loss: 1.3734 (1.3948) acc1: 65.6250 (65.8505) acc5: 81.2500 (84.3535) time: 0.0942 data: 0.0028 max mem: 3006 Epoch: [41] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 385.6310440831267 loss: 1.4420 (1.3963) acc1: 62.5000 (65.7288) acc5: 84.3750 (84.3958) time: 0.0925 data: 0.0017 max mem: 3006 Epoch: [41] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 335.6223521968858 loss: 1.2629 (1.3896) acc1: 68.7500 (65.9264) acc5: 87.5000 (84.5358) time: 0.0945 data: 0.0016 max mem: 3006 Epoch: [41] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 347.9306511820821 loss: 1.2772 (1.3908) acc1: 68.7500 (65.8879) acc5: 87.5000 (84.5308) time: 0.0959 data: 0.0014 max mem: 3006 Epoch: [41] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 288.07589432316473 loss: 1.4437 (1.3938) acc1: 65.6250 (65.9366) acc5: 84.3750 (84.4789) time: 0.0969 data: 0.0013 max mem: 3006 Epoch: [41] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 329.2030463202561 loss: 1.3634 (1.3932) acc1: 65.6250 (65.8816) acc5: 84.3750 (84.4758) time: 0.0941 data: 0.0017 max mem: 3006 Epoch: [41] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 319.8554120394643 loss: 1.3247 (1.3896) acc1: 65.6250 (65.9633) acc5: 87.5000 (84.5709) time: 0.0929 data: 0.0041 max mem: 3006 Epoch: [41] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 445.33350144498604 loss: 1.1881 (1.3875) acc1: 65.6250 (66.0319) acc5: 87.5000 (84.5568) time: 0.0980 data: 0.0044 max mem: 3006 Epoch: [41] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 870.2439732866499 loss: 1.2867 (1.3853) acc1: 62.5000 (66.0125) acc5: 87.5000 (84.6361) time: 0.0713 data: 0.0017 max mem: 3006 Epoch: [41] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 866.4798450613299 loss: 1.2621 (1.3883) acc1: 65.6250 (65.9695) acc5: 87.5000 (84.6211) time: 0.0405 data: 0.0001 max mem: 3006 Epoch: [41] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 751.3644139907743 loss: 1.3164 (1.3899) acc1: 65.6250 (65.9360) acc5: 81.2500 (84.5600) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [41] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:48 loss: 1.4818 (1.4818) acc1: 65.6250 (65.6250) acc5: 87.5000 (87.5000) time: 2.7082 data: 2.6954 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.910 Acc@5 82.810 Test: EMA [ 0/40] eta: 0:01:33 loss: 1.4162 (1.4162) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.3315 data: 2.3205 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 60.720 Acc@5 82.690 Epoch: [42] [ 0/391] eta: 0:18:22 lr: 0.010000000000000002 img/s: 852.1165378925916 loss: 1.3718 (1.3718) acc1: 68.7500 (68.7500) acc5: 78.1250 (78.1250) time: 2.8194 data: 2.7818 max mem: 3006 Epoch: [42] [ 10/391] eta: 0:02:06 lr: 0.010000000000000002 img/s: 500.55840319837694 loss: 1.3229 (1.3252) acc1: 65.6250 (66.7614) acc5: 84.3750 (83.8068) time: 0.3315 data: 0.2686 max mem: 3006 Epoch: [42] [ 20/391] eta: 0:01:21 lr: 0.010000000000000002 img/s: 358.49422398388856 loss: 1.3222 (1.3537) acc1: 65.6250 (66.8155) acc5: 84.3750 (83.7798) time: 0.0904 data: 0.0089 max mem: 3006 Epoch: [42] [ 30/391] eta: 0:01:04 lr: 0.010000000000000002 img/s: 308.6976565536688 loss: 1.3643 (1.3572) acc1: 68.7500 (66.4315) acc5: 84.3750 (84.3750) time: 0.0967 data: 0.0016 max mem: 3006 Epoch: [42] [ 40/391] eta: 0:00:56 lr: 0.010000000000000002 img/s: 416.22675469743814 loss: 1.2658 (1.3249) acc1: 68.7500 (67.3018) acc5: 87.5000 (84.9848) time: 0.0958 data: 0.0020 max mem: 3006 Epoch: [42] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 362.3676817201282 loss: 1.2658 (1.3208) acc1: 68.7500 (67.7083) acc5: 84.3750 (84.6814) time: 0.0935 data: 0.0018 max mem: 3006 Epoch: [42] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 287.58271303378973 loss: 1.2709 (1.3201) acc1: 65.6250 (67.3156) acc5: 84.3750 (84.9385) time: 0.0914 data: 0.0015 max mem: 3006 Epoch: [42] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 391.4925153717813 loss: 1.3087 (1.3266) acc1: 62.5000 (67.1215) acc5: 84.3750 (84.9912) time: 0.0923 data: 0.0042 max mem: 3006 Epoch: [42] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 339.57937188644064 loss: 1.3725 (1.3382) acc1: 62.5000 (66.4352) acc5: 84.3750 (85.1466) time: 0.0927 data: 0.0056 max mem: 3006 Epoch: [42] [ 90/391] eta: 0:00:36 lr: 0.010000000000000002 img/s: 479.0496225573302 loss: 1.3281 (1.3310) acc1: 65.6250 (66.6896) acc5: 84.3750 (84.9588) time: 0.0932 data: 0.0025 max mem: 3006 Epoch: [42] [100/391] eta: 0:00:34 lr: 0.010000000000000002 img/s: 448.5661748241231 loss: 1.2369 (1.3376) acc1: 68.7500 (66.4913) acc5: 84.3750 (85.0557) time: 0.0945 data: 0.0014 max mem: 3006 Epoch: [42] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 282.716602456487 loss: 1.3478 (1.3430) acc1: 65.6250 (66.5259) acc5: 84.3750 (84.9381) time: 0.0994 data: 0.0014 max mem: 3006 Epoch: [42] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 294.2171131950564 loss: 1.3840 (1.3516) acc1: 62.5000 (66.3223) acc5: 84.3750 (84.8915) time: 0.0958 data: 0.0021 max mem: 3006 Epoch: [42] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 361.09640430998536 loss: 1.3417 (1.3465) acc1: 65.6250 (66.5315) acc5: 84.3750 (84.8044) time: 0.0936 data: 0.0037 max mem: 3006 Epoch: [42] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 466.39977204333957 loss: 1.1676 (1.3376) acc1: 68.7500 (66.8218) acc5: 87.5000 (85.0399) time: 0.0986 data: 0.0042 max mem: 3006 Epoch: [42] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 333.048950736606 loss: 1.2022 (1.3429) acc1: 62.5000 (66.5770) acc5: 87.5000 (85.0166) time: 0.0993 data: 0.0031 max mem: 3006 Epoch: [42] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 391.2574203741816 loss: 1.3828 (1.3458) acc1: 62.5000 (66.5567) acc5: 87.5000 (85.1126) time: 0.0970 data: 0.0029 max mem: 3006 Epoch: [42] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 310.781988139977 loss: 1.3620 (1.3426) acc1: 65.6250 (66.6667) acc5: 87.5000 (85.1974) time: 0.0914 data: 0.0039 max mem: 3006 Epoch: [42] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 349.00183058745216 loss: 1.2548 (1.3412) acc1: 65.6250 (66.6609) acc5: 87.5000 (85.2555) time: 0.0995 data: 0.0036 max mem: 3006 Epoch: [42] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 299.78184482196383 loss: 1.2260 (1.3322) acc1: 68.7500 (66.8685) acc5: 87.5000 (85.4221) time: 0.0975 data: 0.0017 max mem: 3006 Epoch: [42] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 274.76550367363313 loss: 1.2556 (1.3318) acc1: 68.7500 (66.8377) acc5: 87.5000 (85.4167) time: 0.0919 data: 0.0018 max mem: 3006 Epoch: [42] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 299.84881751850907 loss: 1.3165 (1.3324) acc1: 62.5000 (66.7802) acc5: 84.3750 (85.4858) time: 0.0983 data: 0.0017 max mem: 3006 Epoch: [42] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 305.576438660559 loss: 1.2295 (1.3278) acc1: 62.5000 (66.7562) acc5: 87.5000 (85.6193) time: 0.1002 data: 0.0014 max mem: 3006 Epoch: [42] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 392.3290451761886 loss: 1.1446 (1.3243) acc1: 65.6250 (66.8561) acc5: 87.5000 (85.6466) time: 0.0936 data: 0.0033 max mem: 3006 Epoch: [42] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 355.1503977053223 loss: 1.1605 (1.3210) acc1: 71.8750 (67.0254) acc5: 87.5000 (85.6587) time: 0.0919 data: 0.0034 max mem: 3006 Epoch: [42] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 324.1144248091068 loss: 1.1753 (1.3240) acc1: 68.7500 (66.9945) acc5: 84.3750 (85.5827) time: 0.0967 data: 0.0026 max mem: 3006 Epoch: [42] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 466.96608854483776 loss: 1.4416 (1.3247) acc1: 65.6250 (66.9540) acc5: 84.3750 (85.5603) time: 0.0949 data: 0.0018 max mem: 3006 Epoch: [42] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 232.91903054619414 loss: 1.3277 (1.3229) acc1: 62.5000 (66.9626) acc5: 87.5000 (85.6204) time: 0.1004 data: 0.0014 max mem: 3006 Epoch: [42] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 246.91712259968284 loss: 1.2955 (1.3269) acc1: 62.5000 (66.9818) acc5: 87.5000 (85.5538) time: 0.0994 data: 0.0035 max mem: 3006 Epoch: [42] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 390.3811617977267 loss: 1.2226 (1.3310) acc1: 62.5000 (66.8922) acc5: 84.3750 (85.4811) time: 0.0911 data: 0.0051 max mem: 3006 Epoch: [42] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 231.62432804165235 loss: 1.3394 (1.3318) acc1: 59.3750 (66.7463) acc5: 84.3750 (85.4755) time: 0.0944 data: 0.0032 max mem: 3006 Epoch: [42] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 467.4002744133891 loss: 1.2616 (1.3296) acc1: 62.5000 (66.8006) acc5: 87.5000 (85.5908) time: 0.0952 data: 0.0025 max mem: 3006 Epoch: [42] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 263.6968240714363 loss: 1.4373 (1.3343) acc1: 65.6250 (66.6180) acc5: 87.5000 (85.5724) time: 0.0968 data: 0.0033 max mem: 3006 Epoch: [42] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 308.68345725804784 loss: 1.4373 (1.3376) acc1: 65.6250 (66.6352) acc5: 84.3750 (85.5268) time: 0.0949 data: 0.0016 max mem: 3006 Epoch: [42] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 288.5335488808441 loss: 1.3056 (1.3390) acc1: 68.7500 (66.6697) acc5: 84.3750 (85.5022) time: 0.0943 data: 0.0018 max mem: 3006 Epoch: [42] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 284.40056618326366 loss: 1.3291 (1.3405) acc1: 65.6250 (66.5687) acc5: 87.5000 (85.4879) time: 0.0981 data: 0.0019 max mem: 3006 Epoch: [42] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 375.1718462613557 loss: 1.3291 (1.3417) acc1: 65.6250 (66.5945) acc5: 87.5000 (85.4917) time: 0.0950 data: 0.0008 max mem: 3006 Epoch: [42] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 866.0940446153747 loss: 1.3364 (1.3434) acc1: 65.6250 (66.5852) acc5: 87.5000 (85.4616) time: 0.0692 data: 0.0004 max mem: 3006 Epoch: [42] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 871.6399083015658 loss: 1.4270 (1.3452) acc1: 65.6250 (66.5518) acc5: 84.3750 (85.3675) time: 0.0397 data: 0.0001 max mem: 3006 Epoch: [42] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 750.2153537955212 loss: 1.2340 (1.3420) acc1: 68.7500 (66.6880) acc5: 84.3750 (85.4240) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [42] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:11 loss: 1.5144 (1.5144) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 1.8000 data: 1.7884 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.080 Acc@5 83.040 Test: EMA [ 0/40] eta: 0:01:35 loss: 1.4055 (1.4055) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 2.3892 data: 2.3745 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.030 Acc@5 82.820 Epoch: [43] [ 0/391] eta: 0:18:31 lr: 0.010000000000000002 img/s: 645.7991454636438 loss: 1.4601 (1.4601) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.8436 data: 2.7940 max mem: 3006 Epoch: [43] [ 10/391] eta: 0:02:06 lr: 0.010000000000000002 img/s: 331.0274504387631 loss: 1.6604 (1.5851) acc1: 59.3750 (60.7955) acc5: 84.3750 (83.5227) time: 0.3333 data: 0.2622 max mem: 3006 Epoch: [43] [ 20/391] eta: 0:01:21 lr: 0.010000000000000002 img/s: 341.8915363727603 loss: 1.4497 (1.5337) acc1: 62.5000 (62.0536) acc5: 84.3750 (82.2917) time: 0.0896 data: 0.0056 max mem: 3006 Epoch: [43] [ 30/391] eta: 0:01:05 lr: 0.010000000000000002 img/s: 286.75876774112226 loss: 1.3077 (1.4723) acc1: 65.6250 (63.7097) acc5: 81.2500 (83.0645) time: 0.0961 data: 0.0022 max mem: 3006 Epoch: [43] [ 40/391] eta: 0:00:56 lr: 0.010000000000000002 img/s: 425.0086383787207 loss: 1.2483 (1.4324) acc1: 68.7500 (65.1677) acc5: 84.3750 (83.3079) time: 0.0969 data: 0.0017 max mem: 3006 Epoch: [43] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 450.14430887492205 loss: 1.2801 (1.4125) acc1: 65.6250 (65.2574) acc5: 87.5000 (84.1912) time: 0.0935 data: 0.0021 max mem: 3006 Epoch: [43] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 288.20889163746307 loss: 1.2092 (1.3759) acc1: 65.6250 (65.6250) acc5: 90.6250 (85.2459) time: 0.0939 data: 0.0036 max mem: 3006 Epoch: [43] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 301.30547261894606 loss: 1.1792 (1.3549) acc1: 65.6250 (66.0211) acc5: 90.6250 (85.9155) time: 0.0930 data: 0.0035 max mem: 3006 Epoch: [43] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 340.9951271068022 loss: 1.2454 (1.3483) acc1: 68.7500 (66.5895) acc5: 87.5000 (85.8410) time: 0.0935 data: 0.0047 max mem: 3006 Epoch: [43] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 382.1493431430052 loss: 1.3229 (1.3512) acc1: 65.6250 (66.1745) acc5: 87.5000 (85.8173) time: 0.0973 data: 0.0054 max mem: 3006 Epoch: [43] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 376.30998014960693 loss: 1.4374 (1.3648) acc1: 62.5000 (65.8416) acc5: 84.3750 (85.5507) time: 0.0948 data: 0.0024 max mem: 3006 Epoch: [43] [110/391] eta: 0:00:32 lr: 0.010000000000000002 img/s: 801.49605575096 loss: 1.4489 (1.3673) acc1: 68.7500 (66.0191) acc5: 81.2500 (85.3604) time: 0.0881 data: 0.0020 max mem: 3006 Epoch: [43] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 403.8032155579089 loss: 1.2090 (1.3592) acc1: 68.7500 (66.5548) acc5: 84.3750 (85.3822) time: 0.0953 data: 0.0032 max mem: 3006 Epoch: [43] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 408.81401114800036 loss: 1.1891 (1.3563) acc1: 65.6250 (66.4122) acc5: 87.5000 (85.5200) time: 0.0993 data: 0.0016 max mem: 3006 Epoch: [43] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 372.5434752438422 loss: 1.3029 (1.3578) acc1: 65.6250 (66.3342) acc5: 84.3750 (85.5496) time: 0.0938 data: 0.0016 max mem: 3006 Epoch: [43] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 330.0847187518445 loss: 1.3338 (1.3573) acc1: 68.7500 (66.4735) acc5: 84.3750 (85.3477) time: 0.0962 data: 0.0019 max mem: 3006 Epoch: [43] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 373.48684898876905 loss: 1.2838 (1.3487) acc1: 71.8750 (66.7508) acc5: 84.3750 (85.5978) time: 0.0953 data: 0.0024 max mem: 3006 Epoch: [43] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 290.25572000726623 loss: 1.1377 (1.3429) acc1: 71.8750 (66.8129) acc5: 87.5000 (85.7273) time: 0.0956 data: 0.0035 max mem: 3006 Epoch: [43] [180/391] eta: 0:00:22 lr: 0.010000000000000002 img/s: 405.8926129439053 loss: 1.2545 (1.3447) acc1: 65.6250 (66.6436) acc5: 87.5000 (85.6526) time: 0.0908 data: 0.0040 max mem: 3006 Epoch: [43] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 257.5182282323191 loss: 1.2771 (1.3442) acc1: 65.6250 (66.4921) acc5: 87.5000 (85.7003) time: 0.0949 data: 0.0033 max mem: 3006 Epoch: [43] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 359.21093227279295 loss: 1.2771 (1.3453) acc1: 65.6250 (66.5423) acc5: 87.5000 (85.6343) time: 0.0974 data: 0.0015 max mem: 3006 Epoch: [43] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 357.3450480168904 loss: 1.2826 (1.3444) acc1: 68.7500 (66.5136) acc5: 87.5000 (85.6783) time: 0.0940 data: 0.0041 max mem: 3006 Epoch: [43] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 274.33138615116076 loss: 1.2826 (1.3454) acc1: 68.7500 (66.6148) acc5: 84.3750 (85.5345) time: 0.0964 data: 0.0045 max mem: 3006 Epoch: [43] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 507.30708435228615 loss: 1.3073 (1.3421) acc1: 68.7500 (66.8155) acc5: 84.3750 (85.5655) time: 0.0946 data: 0.0017 max mem: 3006 Epoch: [43] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 370.1302123693202 loss: 1.1779 (1.3374) acc1: 68.7500 (66.9217) acc5: 87.5000 (85.6068) time: 0.0996 data: 0.0043 max mem: 3006 Epoch: [43] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 386.46382779004716 loss: 1.2771 (1.3384) acc1: 68.7500 (66.9572) acc5: 84.3750 (85.5453) time: 0.0971 data: 0.0052 max mem: 3006 Epoch: [43] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 297.5554195819699 loss: 1.4687 (1.3402) acc1: 65.6250 (66.9061) acc5: 84.3750 (85.5843) time: 0.0942 data: 0.0024 max mem: 3006 Epoch: [43] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 360.87989287961324 loss: 1.3071 (1.3397) acc1: 62.5000 (66.8935) acc5: 84.3750 (85.5166) time: 0.1009 data: 0.0020 max mem: 3006 Epoch: [43] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 265.97676676799665 loss: 1.3400 (1.3395) acc1: 65.6250 (66.8594) acc5: 84.3750 (85.4760) time: 0.0979 data: 0.0037 max mem: 3006 Epoch: [43] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 358.1966779110978 loss: 1.3263 (1.3388) acc1: 65.6250 (66.9351) acc5: 84.3750 (85.4704) time: 0.0957 data: 0.0028 max mem: 3006 Epoch: [43] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 359.8041122697906 loss: 1.3156 (1.3409) acc1: 65.6250 (66.8397) acc5: 87.5000 (85.4859) time: 0.0966 data: 0.0017 max mem: 3006 Epoch: [43] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 439.94705598914373 loss: 1.3173 (1.3404) acc1: 65.6250 (66.8609) acc5: 87.5000 (85.5105) time: 0.0952 data: 0.0022 max mem: 3006 Epoch: [43] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 353.15157463222624 loss: 1.2081 (1.3404) acc1: 68.7500 (66.9198) acc5: 87.5000 (85.5432) time: 0.1003 data: 0.0024 max mem: 3006 Epoch: [43] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 308.5195500163204 loss: 1.2243 (1.3399) acc1: 68.7500 (66.9279) acc5: 87.5000 (85.5457) time: 0.0976 data: 0.0022 max mem: 3006 Epoch: [43] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 418.80742395686417 loss: 1.3354 (1.3388) acc1: 65.6250 (66.9355) acc5: 87.5000 (85.5663) time: 0.0893 data: 0.0010 max mem: 3006 Epoch: [43] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 435.76901448691893 loss: 1.3117 (1.3385) acc1: 68.7500 (66.9783) acc5: 84.3750 (85.5858) time: 0.0946 data: 0.0030 max mem: 3006 Epoch: [43] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 380.65476450451933 loss: 1.2276 (1.3354) acc1: 65.6250 (66.9581) acc5: 84.3750 (85.5869) time: 0.0963 data: 0.0038 max mem: 3006 Epoch: [43] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 868.2567164565314 loss: 1.2570 (1.3333) acc1: 65.6250 (67.0232) acc5: 84.3750 (85.6132) time: 0.0697 data: 0.0013 max mem: 3006 Epoch: [43] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 873.2618593726618 loss: 1.2671 (1.3338) acc1: 71.8750 (67.0522) acc5: 84.3750 (85.5479) time: 0.0412 data: 0.0001 max mem: 3006 Epoch: [43] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 751.7549535340138 loss: 1.3043 (1.3341) acc1: 68.7500 (67.0880) acc5: 84.3750 (85.5360) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [43] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:15 loss: 1.4652 (1.4652) acc1: 62.5000 (62.5000) acc5: 87.5000 (87.5000) time: 1.8936 data: 1.8821 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.850 Acc@5 82.920 Test: EMA [ 0/40] eta: 0:01:44 loss: 1.3902 (1.3902) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.6124 data: 2.5992 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.110 Acc@5 83.000 Epoch: [44] [ 0/391] eta: 0:17:55 lr: 0.010000000000000002 img/s: 933.4288058974894 loss: 1.5503 (1.5503) acc1: 53.1250 (53.1250) acc5: 84.3750 (84.3750) time: 2.7496 data: 2.7153 max mem: 3006 Epoch: [44] [ 10/391] eta: 0:02:01 lr: 0.010000000000000002 img/s: 378.72140001185113 loss: 1.3809 (1.3463) acc1: 65.6250 (67.6136) acc5: 84.3750 (84.6591) time: 0.3191 data: 0.2516 max mem: 3006 Epoch: [44] [ 20/391] eta: 0:01:18 lr: 0.010000000000000002 img/s: 384.0476133248637 loss: 1.3155 (1.3518) acc1: 65.6250 (66.0714) acc5: 87.5000 (84.8214) time: 0.0844 data: 0.0034 max mem: 3006 Epoch: [44] [ 30/391] eta: 0:01:02 lr: 0.010000000000000002 img/s: 374.5959475300028 loss: 1.3105 (1.3293) acc1: 65.6250 (66.0282) acc5: 84.3750 (85.4839) time: 0.0950 data: 0.0019 max mem: 3006 Epoch: [44] [ 40/391] eta: 0:00:54 lr: 0.010000000000000002 img/s: 321.26489842715887 loss: 1.3387 (1.3450) acc1: 65.6250 (66.2348) acc5: 84.3750 (84.9848) time: 0.0944 data: 0.0028 max mem: 3006 Epoch: [44] [ 50/391] eta: 0:00:48 lr: 0.010000000000000002 img/s: 339.10235142229845 loss: 1.3431 (1.3439) acc1: 65.6250 (65.9314) acc5: 84.3750 (85.1716) time: 0.0931 data: 0.0027 max mem: 3006 Epoch: [44] [ 60/391] eta: 0:00:44 lr: 0.010000000000000002 img/s: 306.14519675556323 loss: 1.3802 (1.3527) acc1: 65.6250 (65.8811) acc5: 84.3750 (85.2971) time: 0.0952 data: 0.0018 max mem: 3006 Epoch: [44] [ 70/391] eta: 0:00:41 lr: 0.010000000000000002 img/s: 262.2110891653919 loss: 1.2998 (1.3388) acc1: 65.6250 (66.4613) acc5: 87.5000 (85.3873) time: 0.0971 data: 0.0020 max mem: 3006 Epoch: [44] [ 80/391] eta: 0:00:38 lr: 0.010000000000000002 img/s: 328.9013352806687 loss: 1.2413 (1.3410) acc1: 68.7500 (66.7824) acc5: 84.3750 (85.3781) time: 0.0940 data: 0.0016 max mem: 3006 Epoch: [44] [ 90/391] eta: 0:00:36 lr: 0.010000000000000002 img/s: 462.7990055618196 loss: 1.3044 (1.3430) acc1: 68.7500 (66.8956) acc5: 84.3750 (85.3365) time: 0.0911 data: 0.0036 max mem: 3006 Epoch: [44] [100/391] eta: 0:00:34 lr: 0.010000000000000002 img/s: 464.00376132199403 loss: 1.3440 (1.3440) acc1: 65.6250 (66.7698) acc5: 84.3750 (85.3651) time: 0.0977 data: 0.0041 max mem: 3006 Epoch: [44] [110/391] eta: 0:00:32 lr: 0.010000000000000002 img/s: 495.97298006392845 loss: 1.4349 (1.3514) acc1: 65.6250 (66.6385) acc5: 84.3750 (85.1633) time: 0.0955 data: 0.0017 max mem: 3006 Epoch: [44] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 347.7314375578072 loss: 1.4465 (1.3618) acc1: 65.6250 (66.3223) acc5: 84.3750 (85.1756) time: 0.0922 data: 0.0014 max mem: 3006 Epoch: [44] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 318.9349834018882 loss: 1.3056 (1.3616) acc1: 62.5000 (66.2214) acc5: 84.3750 (85.1145) time: 0.0946 data: 0.0015 max mem: 3006 Epoch: [44] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 395.64006815193875 loss: 1.3960 (1.3675) acc1: 65.6250 (66.2899) acc5: 84.3750 (84.9734) time: 0.0921 data: 0.0011 max mem: 3006 Epoch: [44] [150/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 282.8148966028767 loss: 1.3088 (1.3616) acc1: 68.7500 (66.4321) acc5: 84.3750 (85.0373) time: 0.0954 data: 0.0016 max mem: 3006 Epoch: [44] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 382.1297589085401 loss: 1.3088 (1.3625) acc1: 68.7500 (66.3432) acc5: 84.3750 (85.0349) time: 0.0978 data: 0.0027 max mem: 3006 Epoch: [44] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 336.21422684699263 loss: 1.3368 (1.3614) acc1: 62.5000 (66.4291) acc5: 84.3750 (84.9963) time: 0.0943 data: 0.0023 max mem: 3006 Epoch: [44] [180/391] eta: 0:00:22 lr: 0.010000000000000002 img/s: 368.3424528586679 loss: 1.3813 (1.3646) acc1: 65.6250 (66.4365) acc5: 81.2500 (84.8584) time: 0.0950 data: 0.0037 max mem: 3006 Epoch: [44] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 357.3060446493699 loss: 1.4775 (1.3679) acc1: 65.6250 (66.5085) acc5: 84.3750 (84.8822) time: 0.0965 data: 0.0036 max mem: 3006 Epoch: [44] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 346.7172844927798 loss: 1.4687 (1.3701) acc1: 62.5000 (66.4646) acc5: 84.3750 (84.8570) time: 0.0936 data: 0.0030 max mem: 3006 Epoch: [44] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 412.3825249102065 loss: 1.4357 (1.3690) acc1: 62.5000 (66.4396) acc5: 84.3750 (84.9674) time: 0.0965 data: 0.0026 max mem: 3006 Epoch: [44] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 436.0663305089151 loss: 1.2302 (1.3661) acc1: 65.6250 (66.4451) acc5: 84.3750 (84.9406) time: 0.0958 data: 0.0018 max mem: 3006 Epoch: [44] [230/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 277.2268746488648 loss: 1.2302 (1.3656) acc1: 65.6250 (66.3961) acc5: 84.3750 (85.0785) time: 0.0944 data: 0.0044 max mem: 3006 Epoch: [44] [240/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 430.5438121511516 loss: 1.2734 (1.3614) acc1: 65.6250 (66.4419) acc5: 87.5000 (85.1271) time: 0.0985 data: 0.0041 max mem: 3006 Epoch: [44] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 569.7331182613125 loss: 1.2734 (1.3585) acc1: 68.7500 (66.5339) acc5: 87.5000 (85.2216) time: 0.0957 data: 0.0040 max mem: 3006 Epoch: [44] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 288.25655310457694 loss: 1.2414 (1.3568) acc1: 71.8750 (66.5948) acc5: 87.5000 (85.2730) time: 0.0975 data: 0.0038 max mem: 3006 Epoch: [44] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 363.9615260501832 loss: 1.2644 (1.3543) acc1: 71.8750 (66.6513) acc5: 87.5000 (85.3667) time: 0.0974 data: 0.0014 max mem: 3006 Epoch: [44] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 465.7135996779991 loss: 1.2801 (1.3560) acc1: 68.7500 (66.6481) acc5: 84.3750 (85.3203) time: 0.0922 data: 0.0016 max mem: 3006 Epoch: [44] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 298.5249831518028 loss: 1.2557 (1.3500) acc1: 68.7500 (66.8814) acc5: 87.5000 (85.4274) time: 0.0907 data: 0.0049 max mem: 3006 Epoch: [44] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 376.48625950558346 loss: 1.1562 (1.3442) acc1: 71.8750 (67.0577) acc5: 87.5000 (85.4236) time: 0.0936 data: 0.0043 max mem: 3006 Epoch: [44] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 266.49060754612833 loss: 1.2707 (1.3441) acc1: 65.6250 (67.0117) acc5: 87.5000 (85.4502) time: 0.0967 data: 0.0016 max mem: 3006 Epoch: [44] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 326.18287158549623 loss: 1.3676 (1.3430) acc1: 65.6250 (67.0074) acc5: 84.3750 (85.4459) time: 0.0994 data: 0.0038 max mem: 3006 Epoch: [44] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 362.614390809939 loss: 1.4428 (1.3517) acc1: 62.5000 (66.8429) acc5: 81.2500 (85.3380) time: 0.1002 data: 0.0045 max mem: 3006 Epoch: [44] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 483.8104520975568 loss: 1.6020 (1.3598) acc1: 56.2500 (66.5781) acc5: 81.2500 (85.2364) time: 0.0930 data: 0.0040 max mem: 3006 Epoch: [44] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 348.2140896519876 loss: 1.5440 (1.3601) acc1: 56.2500 (66.5509) acc5: 87.5000 (85.2564) time: 0.0961 data: 0.0037 max mem: 3006 Epoch: [44] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 383.8345439778538 loss: 1.1648 (1.3550) acc1: 68.7500 (66.5945) acc5: 87.5000 (85.3272) time: 0.0967 data: 0.0026 max mem: 3006 Epoch: [44] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 869.990134500081 loss: 1.1648 (1.3529) acc1: 71.8750 (66.6779) acc5: 87.5000 (85.3689) time: 0.0667 data: 0.0012 max mem: 3006 Epoch: [44] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 867.7458913585994 loss: 1.2567 (1.3526) acc1: 71.8750 (66.6995) acc5: 84.3750 (85.3593) time: 0.0403 data: 0.0001 max mem: 3006 Epoch: [44] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 746.7891639736845 loss: 1.2978 (1.3507) acc1: 65.6250 (66.7040) acc5: 87.5000 (85.4080) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [44] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:16 loss: 1.4691 (1.4691) acc1: 68.7500 (68.7500) acc5: 87.5000 (87.5000) time: 1.9065 data: 1.8946 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.170 Acc@5 83.210 Test: EMA [ 0/40] eta: 0:01:40 loss: 1.3781 (1.3781) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.5081 data: 2.4971 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.250 Acc@5 83.170 Epoch: [45] [ 0/391] eta: 0:18:50 lr: 0.010000000000000002 img/s: 872.8075589977695 loss: 1.4235 (1.4235) acc1: 59.3750 (59.3750) acc5: 87.5000 (87.5000) time: 2.8909 data: 2.8543 max mem: 3006 Epoch: [45] [ 10/391] eta: 0:02:06 lr: 0.010000000000000002 img/s: 450.90952092992006 loss: 1.1461 (1.1102) acc1: 71.8750 (71.5909) acc5: 90.6250 (88.0682) time: 0.3325 data: 0.2679 max mem: 3006 Epoch: [45] [ 20/391] eta: 0:01:22 lr: 0.010000000000000002 img/s: 501.31934904324896 loss: 1.1461 (1.1702) acc1: 68.7500 (70.0893) acc5: 87.5000 (87.7976) time: 0.0878 data: 0.0063 max mem: 3006 Epoch: [45] [ 30/391] eta: 0:01:04 lr: 0.010000000000000002 img/s: 283.0976494608778 loss: 1.1689 (1.1830) acc1: 68.7500 (71.3710) acc5: 87.5000 (87.8024) time: 0.0952 data: 0.0037 max mem: 3006 Epoch: [45] [ 40/391] eta: 0:00:56 lr: 0.010000000000000002 img/s: 298.0668807490218 loss: 1.2174 (1.2006) acc1: 71.8750 (71.1128) acc5: 90.6250 (87.6524) time: 0.0955 data: 0.0023 max mem: 3006 Epoch: [45] [ 50/391] eta: 0:00:50 lr: 0.010000000000000002 img/s: 329.24100103518145 loss: 1.2145 (1.1971) acc1: 71.8750 (70.9559) acc5: 90.6250 (88.2353) time: 0.0984 data: 0.0018 max mem: 3006 Epoch: [45] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 370.07306185359505 loss: 1.2383 (1.2082) acc1: 68.7500 (70.8504) acc5: 87.5000 (88.0123) time: 0.0928 data: 0.0033 max mem: 3006 Epoch: [45] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 414.0094635861686 loss: 1.2457 (1.2291) acc1: 68.7500 (70.5106) acc5: 87.5000 (87.7641) time: 0.0944 data: 0.0030 max mem: 3006 Epoch: [45] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 423.45186947290046 loss: 1.1750 (1.2307) acc1: 71.8750 (70.4861) acc5: 87.5000 (87.6157) time: 0.0966 data: 0.0026 max mem: 3006 Epoch: [45] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 410.8953334945675 loss: 1.1471 (1.2250) acc1: 68.7500 (70.4670) acc5: 87.5000 (87.6374) time: 0.0928 data: 0.0040 max mem: 3006 Epoch: [45] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 299.39065319661034 loss: 1.2430 (1.2326) acc1: 65.6250 (70.1423) acc5: 87.5000 (87.6856) time: 0.0948 data: 0.0035 max mem: 3006 Epoch: [45] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 312.83995990956345 loss: 1.2430 (1.2421) acc1: 68.7500 (70.1858) acc5: 87.5000 (87.3874) time: 0.0954 data: 0.0022 max mem: 3006 Epoch: [45] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 318.01230180167374 loss: 1.3884 (1.2603) acc1: 71.8750 (69.8089) acc5: 84.3750 (87.0868) time: 0.0879 data: 0.0029 max mem: 3006 Epoch: [45] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 471.55158626989424 loss: 1.3618 (1.2628) acc1: 68.7500 (69.5134) acc5: 84.3750 (87.0468) time: 0.0935 data: 0.0030 max mem: 3006 Epoch: [45] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 350.77405242098826 loss: 1.2988 (1.2695) acc1: 65.6250 (69.3041) acc5: 87.5000 (86.9016) time: 0.0987 data: 0.0020 max mem: 3006 Epoch: [45] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 346.83465511048405 loss: 1.2038 (1.2692) acc1: 65.6250 (69.2467) acc5: 84.3750 (86.8584) time: 0.0974 data: 0.0017 max mem: 3006 Epoch: [45] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 405.22474020131756 loss: 1.1756 (1.2693) acc1: 68.7500 (69.0994) acc5: 87.5000 (86.8595) time: 0.1012 data: 0.0023 max mem: 3006 Epoch: [45] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 325.5570437891581 loss: 1.1991 (1.2865) acc1: 68.7500 (68.6769) acc5: 87.5000 (86.5497) time: 0.0957 data: 0.0016 max mem: 3006 Epoch: [45] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 294.95095714546284 loss: 1.3099 (1.2854) acc1: 65.6250 (68.7155) acc5: 81.2500 (86.4468) time: 0.0962 data: 0.0022 max mem: 3006 Epoch: [45] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 381.18232706349454 loss: 1.2040 (1.2805) acc1: 71.8750 (68.7827) acc5: 87.5000 (86.5838) time: 0.0972 data: 0.0037 max mem: 3006 Epoch: [45] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 340.6299247769194 loss: 1.2710 (1.2829) acc1: 71.8750 (68.7655) acc5: 87.5000 (86.5672) time: 0.0920 data: 0.0029 max mem: 3006 Epoch: [45] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 329.22000372837783 loss: 1.2460 (1.2783) acc1: 68.7500 (68.7648) acc5: 87.5000 (86.6558) time: 0.0922 data: 0.0027 max mem: 3006 Epoch: [45] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 371.6007397809451 loss: 1.3316 (1.2918) acc1: 65.6250 (68.4531) acc5: 84.3750 (86.3688) time: 0.0957 data: 0.0028 max mem: 3006 Epoch: [45] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 352.3709119740404 loss: 1.5008 (1.2968) acc1: 62.5000 (68.3036) acc5: 84.3750 (86.3772) time: 0.0970 data: 0.0025 max mem: 3006 Epoch: [45] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 321.27643358451184 loss: 1.3900 (1.3029) acc1: 62.5000 (68.1276) acc5: 84.3750 (86.2422) time: 0.0975 data: 0.0028 max mem: 3006 Epoch: [45] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 348.1607968768239 loss: 1.3900 (1.2996) acc1: 65.6250 (68.2520) acc5: 81.2500 (86.2550) time: 0.0968 data: 0.0021 max mem: 3006 Epoch: [45] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 274.4834237591082 loss: 1.3321 (1.2994) acc1: 65.6250 (68.2591) acc5: 84.3750 (86.2428) time: 0.0991 data: 0.0023 max mem: 3006 Epoch: [45] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 432.07535532055306 loss: 1.1910 (1.3010) acc1: 65.6250 (68.2196) acc5: 84.3750 (86.2777) time: 0.0932 data: 0.0038 max mem: 3006 Epoch: [45] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 406.6033354034445 loss: 1.1540 (1.3018) acc1: 68.7500 (68.2384) acc5: 87.5000 (86.2989) time: 0.0931 data: 0.0032 max mem: 3006 Epoch: [45] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 399.3481784749414 loss: 1.3237 (1.3026) acc1: 68.7500 (68.1594) acc5: 87.5000 (86.2650) time: 0.0993 data: 0.0023 max mem: 3006 Epoch: [45] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 228.4362658497149 loss: 1.3161 (1.3020) acc1: 65.6250 (68.1582) acc5: 87.5000 (86.2957) time: 0.0964 data: 0.0026 max mem: 3006 Epoch: [45] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 424.3998570764546 loss: 1.3970 (1.3081) acc1: 62.5000 (67.9361) acc5: 84.3750 (86.1837) time: 0.0941 data: 0.0021 max mem: 3006 Epoch: [45] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 316.16200809380905 loss: 1.4358 (1.3076) acc1: 62.5000 (67.9517) acc5: 84.3750 (86.2344) time: 0.0927 data: 0.0026 max mem: 3006 Epoch: [45] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 362.22978852028973 loss: 1.1757 (1.3047) acc1: 68.7500 (68.0230) acc5: 87.5000 (86.2727) time: 0.0980 data: 0.0035 max mem: 3006 Epoch: [45] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 348.89205790531247 loss: 1.2107 (1.3068) acc1: 65.6250 (67.9161) acc5: 87.5000 (86.2445) time: 0.0994 data: 0.0030 max mem: 3006 Epoch: [45] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 327.84167973463474 loss: 1.2917 (1.3087) acc1: 65.6250 (67.8864) acc5: 84.3750 (86.2001) time: 0.0958 data: 0.0030 max mem: 3006 Epoch: [45] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 439.9254257732094 loss: 1.2841 (1.3094) acc1: 68.7500 (67.8757) acc5: 84.3750 (86.1756) time: 0.0927 data: 0.0030 max mem: 3006 Epoch: [45] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 867.2020468950901 loss: 1.4527 (1.3123) acc1: 65.6250 (67.8150) acc5: 84.3750 (86.1270) time: 0.0698 data: 0.0014 max mem: 3006 Epoch: [45] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 868.9368776786523 loss: 1.4724 (1.3145) acc1: 62.5000 (67.7001) acc5: 84.3750 (86.1220) time: 0.0428 data: 0.0001 max mem: 3006 Epoch: [45] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 749.1768404318975 loss: 1.3226 (1.3132) acc1: 65.6250 (67.7280) acc5: 87.5000 (86.1200) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [45] Total time: 0:00:38 Test: [ 0/40] eta: 0:00:58 loss: 1.5898 (1.5898) acc1: 59.3750 (59.3750) acc5: 87.5000 (87.5000) time: 1.4511 data: 1.4395 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.000 Acc@5 82.860 Test: EMA [ 0/40] eta: 0:00:59 loss: 1.3724 (1.3724) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 1.4937 data: 1.4795 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.440 Acc@5 83.190 Epoch: [46] [ 0/391] eta: 0:18:43 lr: 0.010000000000000002 img/s: 632.7264361747264 loss: 1.3072 (1.3072) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.8744 data: 2.8238 max mem: 3006 Epoch: [46] [ 10/391] eta: 0:02:11 lr: 0.010000000000000002 img/s: 255.12992039173048 loss: 1.4416 (1.4054) acc1: 68.7500 (66.4773) acc5: 84.3750 (83.5227) time: 0.3447 data: 0.2758 max mem: 3006 Epoch: [46] [ 20/391] eta: 0:01:22 lr: 0.010000000000000002 img/s: 415.20054445338116 loss: 1.4416 (1.4240) acc1: 65.6250 (66.0714) acc5: 84.3750 (83.9286) time: 0.0910 data: 0.0116 max mem: 3006 Epoch: [46] [ 30/391] eta: 0:01:05 lr: 0.010000000000000002 img/s: 283.0421280607005 loss: 1.2998 (1.3603) acc1: 68.7500 (67.4395) acc5: 84.3750 (84.9798) time: 0.0906 data: 0.0019 max mem: 3006 Epoch: [46] [ 40/391] eta: 0:00:56 lr: 0.010000000000000002 img/s: 410.67154593436857 loss: 1.2203 (1.3301) acc1: 71.8750 (68.3689) acc5: 87.5000 (85.3659) time: 0.0940 data: 0.0020 max mem: 3006 Epoch: [46] [ 50/391] eta: 0:00:50 lr: 0.010000000000000002 img/s: 432.5780697061307 loss: 1.2571 (1.3312) acc1: 68.7500 (67.7083) acc5: 84.3750 (85.4167) time: 0.0954 data: 0.0032 max mem: 3006 Epoch: [46] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 331.55652390868823 loss: 1.2945 (1.3219) acc1: 68.7500 (67.7766) acc5: 87.5000 (85.7582) time: 0.0936 data: 0.0033 max mem: 3006 Epoch: [46] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 311.6580666284305 loss: 1.2708 (1.3121) acc1: 68.7500 (67.7817) acc5: 84.3750 (85.9595) time: 0.0964 data: 0.0020 max mem: 3006 Epoch: [46] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 285.71735599469514 loss: 1.2381 (1.2952) acc1: 68.7500 (68.2870) acc5: 84.3750 (86.3040) time: 0.0957 data: 0.0010 max mem: 3006 Epoch: [46] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 586.0114916432351 loss: 1.2476 (1.3029) acc1: 68.7500 (67.9258) acc5: 87.5000 (86.0920) time: 0.0913 data: 0.0013 max mem: 3006 Epoch: [46] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 441.18060376564637 loss: 1.3217 (1.3220) acc1: 62.5000 (67.3886) acc5: 87.5000 (85.9220) time: 0.0896 data: 0.0013 max mem: 3006 Epoch: [46] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 468.4753803678198 loss: 1.2675 (1.3053) acc1: 65.6250 (67.7928) acc5: 87.5000 (86.2331) time: 0.0969 data: 0.0009 max mem: 3006 Epoch: [46] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 349.80773019885845 loss: 1.1645 (1.3063) acc1: 68.7500 (67.7944) acc5: 87.5000 (86.1570) time: 0.0972 data: 0.0030 max mem: 3006 Epoch: [46] [130/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 313.3643885765517 loss: 1.1858 (1.2968) acc1: 68.7500 (68.1298) acc5: 87.5000 (86.2595) time: 0.0952 data: 0.0044 max mem: 3006 Epoch: [46] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 312.1582074903423 loss: 1.2844 (1.3028) acc1: 68.7500 (67.8191) acc5: 87.5000 (86.1037) time: 0.0991 data: 0.0025 max mem: 3006 Epoch: [46] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 317.24484427037413 loss: 1.3597 (1.3062) acc1: 65.6250 (67.9222) acc5: 84.3750 (86.0306) time: 0.0964 data: 0.0010 max mem: 3006 Epoch: [46] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 331.98215151425205 loss: 1.3597 (1.3067) acc1: 68.7500 (68.0318) acc5: 84.3750 (85.9860) time: 0.0921 data: 0.0016 max mem: 3006 Epoch: [46] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 320.74667227461083 loss: 1.3712 (1.3135) acc1: 65.6250 (67.7083) acc5: 84.3750 (85.7822) time: 0.0958 data: 0.0036 max mem: 3006 Epoch: [46] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 303.63116626926853 loss: 1.4123 (1.3210) acc1: 65.6250 (67.5242) acc5: 84.3750 (85.7217) time: 0.0988 data: 0.0048 max mem: 3006 Epoch: [46] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 264.46790843761886 loss: 1.1969 (1.3100) acc1: 68.7500 (67.6865) acc5: 87.5000 (85.9948) time: 0.0970 data: 0.0028 max mem: 3006 Epoch: [46] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 403.1882147609878 loss: 1.1086 (1.3042) acc1: 71.8750 (67.8794) acc5: 90.6250 (86.1318) time: 0.0995 data: 0.0023 max mem: 3006 Epoch: [46] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 283.53122550852487 loss: 1.1086 (1.2986) acc1: 75.0000 (68.1576) acc5: 87.5000 (86.2263) time: 0.0925 data: 0.0034 max mem: 3006 Epoch: [46] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 379.85432727684383 loss: 1.2860 (1.3046) acc1: 65.6250 (67.9581) acc5: 84.3750 (86.1284) time: 0.0930 data: 0.0036 max mem: 3006 Epoch: [46] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 478.8342817185811 loss: 1.4673 (1.3114) acc1: 62.5000 (67.8977) acc5: 81.2500 (85.9307) time: 0.0963 data: 0.0034 max mem: 3006 Epoch: [46] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 405.49897581225036 loss: 1.3357 (1.3101) acc1: 65.6250 (67.9590) acc5: 84.3750 (85.9699) time: 0.0960 data: 0.0022 max mem: 3006 Epoch: [46] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 387.2454615748595 loss: 1.2390 (1.3035) acc1: 68.7500 (68.0777) acc5: 87.5000 (86.1305) time: 0.0966 data: 0.0024 max mem: 3006 Epoch: [46] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 343.26609071053343 loss: 1.3090 (1.3091) acc1: 65.6250 (67.7921) acc5: 87.5000 (86.2069) time: 0.0957 data: 0.0019 max mem: 3006 Epoch: [46] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 567.8721906309233 loss: 1.3787 (1.3074) acc1: 68.7500 (67.8044) acc5: 87.5000 (86.2431) time: 0.0940 data: 0.0012 max mem: 3006 Epoch: [46] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 435.49612420707666 loss: 1.2655 (1.3109) acc1: 68.7500 (67.7157) acc5: 84.3750 (86.1544) time: 0.0917 data: 0.0018 max mem: 3006 Epoch: [46] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 348.0569679995851 loss: 1.3005 (1.3071) acc1: 65.6250 (67.7620) acc5: 84.3750 (86.2436) time: 0.0969 data: 0.0030 max mem: 3006 Epoch: [46] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 273.946716033155 loss: 1.3005 (1.3079) acc1: 65.6250 (67.7429) acc5: 87.5000 (86.2230) time: 0.0978 data: 0.0030 max mem: 3006 Epoch: [46] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 297.04242365225394 loss: 1.2933 (1.3070) acc1: 65.6250 (67.7452) acc5: 84.3750 (86.2138) time: 0.0938 data: 0.0023 max mem: 3006 Epoch: [46] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 321.8858966887544 loss: 1.3684 (1.3130) acc1: 65.6250 (67.5720) acc5: 84.3750 (86.1273) time: 0.0959 data: 0.0039 max mem: 3006 Epoch: [46] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 308.9548897968579 loss: 1.3054 (1.3125) acc1: 65.6250 (67.6643) acc5: 87.5000 (86.1405) time: 0.0955 data: 0.0051 max mem: 3006 Epoch: [46] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 243.9590450137686 loss: 1.2314 (1.3140) acc1: 68.7500 (67.4945) acc5: 87.5000 (86.1712) time: 0.0939 data: 0.0037 max mem: 3006 Epoch: [46] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 269.41667151766734 loss: 1.3737 (1.3157) acc1: 65.6250 (67.4323) acc5: 87.5000 (86.1467) time: 0.0975 data: 0.0015 max mem: 3006 Epoch: [46] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 276.0710285064309 loss: 1.3990 (1.3195) acc1: 65.6250 (67.3996) acc5: 84.3750 (86.0544) time: 0.0967 data: 0.0021 max mem: 3006 Epoch: [46] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 866.8156032033066 loss: 1.3349 (1.3178) acc1: 65.6250 (67.3939) acc5: 84.3750 (86.0849) time: 0.0680 data: 0.0017 max mem: 3006 Epoch: [46] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 872.3820814809037 loss: 1.1930 (1.3154) acc1: 68.7500 (67.3638) acc5: 84.3750 (86.1138) time: 0.0393 data: 0.0001 max mem: 3006 Epoch: [46] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 749.2169874514357 loss: 1.1930 (1.3120) acc1: 68.7500 (67.4320) acc5: 84.3750 (86.1360) time: 0.0365 data: 0.0001 max mem: 3006 Epoch: [46] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:48 loss: 1.5234 (1.5234) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.7210 data: 2.7081 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.010 Acc@5 82.990 Test: EMA [ 0/40] eta: 0:01:12 loss: 1.3692 (1.3692) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 1.8167 data: 1.8058 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.600 Acc@5 83.380 Epoch: [47] [ 0/391] eta: 0:18:40 lr: 0.010000000000000002 img/s: 739.4834657469339 loss: 1.2634 (1.2634) acc1: 59.3750 (59.3750) acc5: 93.7500 (93.7500) time: 2.8647 data: 2.8214 max mem: 3006 Epoch: [47] [ 10/391] eta: 0:02:07 lr: 0.010000000000000002 img/s: 325.6794882994108 loss: 1.3029 (1.3511) acc1: 65.6250 (66.1932) acc5: 84.3750 (86.9318) time: 0.3347 data: 0.2600 max mem: 3006 Epoch: [47] [ 20/391] eta: 0:01:21 lr: 0.010000000000000002 img/s: 399.5490871419938 loss: 1.2949 (1.3413) acc1: 68.7500 (66.2202) acc5: 84.3750 (86.3095) time: 0.0868 data: 0.0050 max mem: 3006 Epoch: [47] [ 30/391] eta: 0:01:05 lr: 0.010000000000000002 img/s: 273.5943510840407 loss: 1.1518 (1.3013) acc1: 68.7500 (67.5403) acc5: 87.5000 (86.8952) time: 0.0953 data: 0.0038 max mem: 3006 Epoch: [47] [ 40/391] eta: 0:00:55 lr: 0.010000000000000002 img/s: 467.81733135356325 loss: 1.2276 (1.3187) acc1: 68.7500 (66.7683) acc5: 87.5000 (86.5091) time: 0.0937 data: 0.0013 max mem: 3006 Epoch: [47] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 315.53913861199925 loss: 1.2425 (1.3021) acc1: 65.6250 (66.8505) acc5: 87.5000 (86.5809) time: 0.0939 data: 0.0011 max mem: 3006 Epoch: [47] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 344.6738691079981 loss: 1.2830 (1.3279) acc1: 65.6250 (66.3934) acc5: 84.3750 (86.2193) time: 0.0934 data: 0.0009 max mem: 3006 Epoch: [47] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 387.2700433385078 loss: 1.3858 (1.3212) acc1: 65.6250 (66.5493) acc5: 84.3750 (86.2676) time: 0.0919 data: 0.0018 max mem: 3006 Epoch: [47] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 360.59290623136155 loss: 1.1892 (1.3189) acc1: 68.7500 (66.8596) acc5: 84.3750 (86.3426) time: 0.0977 data: 0.0030 max mem: 3006 Epoch: [47] [ 90/391] eta: 0:00:36 lr: 0.010000000000000002 img/s: 390.5276897606224 loss: 1.2583 (1.3108) acc1: 68.7500 (67.0673) acc5: 87.5000 (86.5385) time: 0.0938 data: 0.0044 max mem: 3006 Epoch: [47] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 315.52875352043145 loss: 1.3665 (1.3306) acc1: 62.5000 (66.4295) acc5: 84.3750 (86.1696) time: 0.0936 data: 0.0051 max mem: 3006 Epoch: [47] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 420.2064688221058 loss: 1.2910 (1.3148) acc1: 65.6250 (66.6948) acc5: 87.5000 (86.4302) time: 0.0955 data: 0.0036 max mem: 3006 Epoch: [47] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 432.5195220356024 loss: 1.1908 (1.3224) acc1: 65.6250 (66.5031) acc5: 87.5000 (86.3895) time: 0.0921 data: 0.0018 max mem: 3006 Epoch: [47] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 350.14812283305986 loss: 1.4121 (1.3192) acc1: 65.6250 (66.7939) acc5: 87.5000 (86.3311) time: 0.0954 data: 0.0020 max mem: 3006 Epoch: [47] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 264.8112492428622 loss: 1.2583 (1.3200) acc1: 68.7500 (66.6667) acc5: 87.5000 (86.3254) time: 0.0961 data: 0.0022 max mem: 3006 Epoch: [47] [150/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 362.8447597214412 loss: 1.2992 (1.3291) acc1: 62.5000 (66.4735) acc5: 84.3750 (86.1134) time: 0.0933 data: 0.0012 max mem: 3006 Epoch: [47] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 310.83236954059856 loss: 1.4400 (1.3328) acc1: 62.5000 (66.4984) acc5: 81.2500 (85.9084) time: 0.0976 data: 0.0024 max mem: 3006 Epoch: [47] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 340.1602952059447 loss: 1.4025 (1.3288) acc1: 71.8750 (66.8860) acc5: 84.3750 (85.9649) time: 0.0986 data: 0.0058 max mem: 3006 Epoch: [47] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 313.3687783967537 loss: 1.2221 (1.3239) acc1: 71.8750 (67.0407) acc5: 84.3750 (85.9634) time: 0.0966 data: 0.0051 max mem: 3006 Epoch: [47] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 436.2605125871512 loss: 1.2480 (1.3230) acc1: 68.7500 (66.9666) acc5: 84.3750 (85.9293) time: 0.0969 data: 0.0033 max mem: 3006 Epoch: [47] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 336.2774047423383 loss: 1.2530 (1.3217) acc1: 62.5000 (66.9776) acc5: 87.5000 (85.9297) time: 0.0934 data: 0.0031 max mem: 3006 Epoch: [47] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 525.2584971451158 loss: 1.2214 (1.3157) acc1: 65.6250 (67.1060) acc5: 87.5000 (86.0486) time: 0.0971 data: 0.0023 max mem: 3006 Epoch: [47] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 226.89045275740298 loss: 1.1830 (1.3116) acc1: 68.7500 (67.3643) acc5: 87.5000 (86.0860) time: 0.0969 data: 0.0015 max mem: 3006 Epoch: [47] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 283.9859591512015 loss: 1.1867 (1.3085) acc1: 68.7500 (67.4513) acc5: 87.5000 (86.1742) time: 0.0946 data: 0.0018 max mem: 3006 Epoch: [47] [240/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 609.9059269391038 loss: 1.2522 (1.3068) acc1: 68.7500 (67.5960) acc5: 87.5000 (86.1904) time: 0.0940 data: 0.0030 max mem: 3006 Epoch: [47] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 244.2378365787927 loss: 1.2706 (1.3113) acc1: 62.5000 (67.3929) acc5: 84.3750 (86.0433) time: 0.0968 data: 0.0022 max mem: 3006 Epoch: [47] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 365.4241382220734 loss: 1.3267 (1.3117) acc1: 62.5000 (67.3970) acc5: 84.3750 (85.9555) time: 0.0968 data: 0.0015 max mem: 3006 Epoch: [47] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 387.3784637941335 loss: 1.2480 (1.3082) acc1: 68.7500 (67.5392) acc5: 84.3750 (86.0125) time: 0.0936 data: 0.0013 max mem: 3006 Epoch: [47] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 412.3407168005112 loss: 1.2284 (1.3098) acc1: 71.8750 (67.5378) acc5: 87.5000 (85.9875) time: 0.0987 data: 0.0019 max mem: 3006 Epoch: [47] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 302.11118564103487 loss: 1.2997 (1.3122) acc1: 65.6250 (67.4936) acc5: 84.3750 (85.9536) time: 0.0992 data: 0.0032 max mem: 3006 Epoch: [47] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 316.707358108124 loss: 1.3480 (1.3119) acc1: 65.6250 (67.5561) acc5: 84.3750 (85.9738) time: 0.0934 data: 0.0034 max mem: 3006 Epoch: [47] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 463.1407561792829 loss: 1.2568 (1.3114) acc1: 68.7500 (67.6145) acc5: 87.5000 (85.9626) time: 0.0926 data: 0.0026 max mem: 3006 Epoch: [47] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 246.2331090253979 loss: 1.2568 (1.3161) acc1: 68.7500 (67.5720) acc5: 84.3750 (85.9034) time: 0.0982 data: 0.0029 max mem: 3006 Epoch: [47] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 390.57769345155816 loss: 1.3061 (1.3119) acc1: 65.6250 (67.6265) acc5: 84.3750 (86.0083) time: 0.0978 data: 0.0020 max mem: 3006 Epoch: [47] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 298.92190304806616 loss: 1.3378 (1.3146) acc1: 65.6250 (67.5220) acc5: 84.3750 (85.9696) time: 0.0948 data: 0.0018 max mem: 3006 Epoch: [47] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 309.93157466932684 loss: 1.4844 (1.3150) acc1: 65.6250 (67.5036) acc5: 84.3750 (85.9241) time: 0.0922 data: 0.0027 max mem: 3006 Epoch: [47] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 330.9939802564248 loss: 1.3781 (1.3179) acc1: 65.6250 (67.4429) acc5: 84.3750 (85.8380) time: 0.0958 data: 0.0021 max mem: 3006 Epoch: [47] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 864.4095033844053 loss: 1.4213 (1.3188) acc1: 65.6250 (67.3770) acc5: 84.3750 (85.8154) time: 0.0720 data: 0.0011 max mem: 3006 Epoch: [47] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 864.4484748557296 loss: 1.3483 (1.3179) acc1: 65.6250 (67.4377) acc5: 84.3750 (85.8432) time: 0.0401 data: 0.0001 max mem: 3006 Epoch: [47] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 751.856021223963 loss: 1.1874 (1.3141) acc1: 68.7500 (67.5280) acc5: 87.5000 (85.8800) time: 0.0365 data: 0.0001 max mem: 3006 Epoch: [47] Total time: 0:00:38 Test: [ 0/40] eta: 0:02:10 loss: 1.4748 (1.4748) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 3.2743 data: 3.2615 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.300 Acc@5 83.050 Test: EMA [ 0/40] eta: 0:01:31 loss: 1.3628 (1.3628) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.2848 data: 2.2700 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.650 Acc@5 83.480 Epoch: [48] [ 0/391] eta: 0:20:07 lr: 0.010000000000000002 img/s: 888.194450510545 loss: 1.1822 (1.1822) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 3.0871 data: 3.0511 max mem: 3006 Epoch: [48] [ 10/391] eta: 0:02:13 lr: 0.010000000000000002 img/s: 408.25070947764806 loss: 1.1905 (1.2041) acc1: 68.7500 (70.1705) acc5: 84.3750 (86.0795) time: 0.3500 data: 0.2858 max mem: 3006 Epoch: [48] [ 20/391] eta: 0:01:26 lr: 0.010000000000000002 img/s: 347.43529289948486 loss: 1.2081 (1.2829) acc1: 68.7500 (69.3452) acc5: 84.3750 (85.1190) time: 0.0917 data: 0.0049 max mem: 3006 Epoch: [48] [ 30/391] eta: 0:01:08 lr: 0.010000000000000002 img/s: 304.8504522183913 loss: 1.3102 (1.2906) acc1: 68.7500 (68.9516) acc5: 84.3750 (85.5847) time: 0.1002 data: 0.0021 max mem: 3006 Epoch: [48] [ 40/391] eta: 0:00:57 lr: 0.010000000000000002 img/s: 329.37835715407573 loss: 1.3867 (1.3435) acc1: 65.6250 (67.6067) acc5: 87.5000 (85.0610) time: 0.0921 data: 0.0027 max mem: 3006 Epoch: [48] [ 50/391] eta: 0:00:51 lr: 0.010000000000000002 img/s: 315.9461785448622 loss: 1.3867 (1.3332) acc1: 65.6250 (68.1373) acc5: 84.3750 (85.1103) time: 0.0961 data: 0.0025 max mem: 3006 Epoch: [48] [ 60/391] eta: 0:00:47 lr: 0.010000000000000002 img/s: 353.7855004006579 loss: 1.3247 (1.3417) acc1: 65.6250 (67.4693) acc5: 84.3750 (85.0922) time: 0.0984 data: 0.0030 max mem: 3006 Epoch: [48] [ 70/391] eta: 0:00:43 lr: 0.010000000000000002 img/s: 388.27609669169976 loss: 1.3578 (1.3397) acc1: 65.6250 (67.3856) acc5: 87.5000 (85.1673) time: 0.0932 data: 0.0026 max mem: 3006 Epoch: [48] [ 80/391] eta: 0:00:40 lr: 0.010000000000000002 img/s: 388.5616086989248 loss: 1.2614 (1.3215) acc1: 65.6250 (67.5154) acc5: 87.5000 (85.6867) time: 0.0922 data: 0.0017 max mem: 3006 Epoch: [48] [ 90/391] eta: 0:00:38 lr: 0.010000000000000002 img/s: 394.7533793720074 loss: 1.2134 (1.3246) acc1: 65.6250 (67.3077) acc5: 87.5000 (85.7143) time: 0.0932 data: 0.0014 max mem: 3006 Epoch: [48] [100/391] eta: 0:00:36 lr: 0.010000000000000002 img/s: 242.24053365290902 loss: 1.2814 (1.3275) acc1: 68.7500 (67.0792) acc5: 87.5000 (85.8292) time: 0.0964 data: 0.0032 max mem: 3006 Epoch: [48] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 352.4976967239378 loss: 1.3089 (1.3415) acc1: 62.5000 (66.4977) acc5: 87.5000 (85.6137) time: 0.0959 data: 0.0027 max mem: 3006 Epoch: [48] [120/391] eta: 0:00:32 lr: 0.010000000000000002 img/s: 417.8712180177712 loss: 1.2585 (1.3283) acc1: 65.6250 (66.7614) acc5: 87.5000 (85.7438) time: 0.0929 data: 0.0028 max mem: 3006 Epoch: [48] [130/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 391.0112160532311 loss: 1.1200 (1.3244) acc1: 68.7500 (66.7700) acc5: 87.5000 (85.9733) time: 0.0926 data: 0.0029 max mem: 3006 Epoch: [48] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 300.70871850481024 loss: 1.3322 (1.3219) acc1: 68.7500 (66.7332) acc5: 87.5000 (86.2145) time: 0.0961 data: 0.0020 max mem: 3006 Epoch: [48] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 374.3295394012076 loss: 1.1117 (1.3112) acc1: 65.6250 (66.9909) acc5: 87.5000 (86.2997) time: 0.0971 data: 0.0023 max mem: 3006 Epoch: [48] [160/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 328.5302002251922 loss: 1.1201 (1.3088) acc1: 68.7500 (67.1002) acc5: 87.5000 (86.1413) time: 0.0943 data: 0.0024 max mem: 3006 Epoch: [48] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 388.1716637408212 loss: 1.2397 (1.3109) acc1: 68.7500 (67.1418) acc5: 84.3750 (86.0563) time: 0.0969 data: 0.0035 max mem: 3006 Epoch: [48] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 460.5977645770919 loss: 1.2234 (1.3072) acc1: 68.7500 (67.3515) acc5: 84.3750 (86.0152) time: 0.0973 data: 0.0060 max mem: 3006 Epoch: [48] [190/391] eta: 0:00:22 lr: 0.010000000000000002 img/s: 297.5000177323829 loss: 1.2301 (1.3068) acc1: 68.7500 (67.4575) acc5: 84.3750 (85.9948) time: 0.0974 data: 0.0052 max mem: 3006 Epoch: [48] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 265.69823280563634 loss: 1.1414 (1.2954) acc1: 71.8750 (67.7705) acc5: 87.5000 (86.1318) time: 0.0963 data: 0.0025 max mem: 3006 Epoch: [48] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 431.1578947368421 loss: 1.1414 (1.2920) acc1: 71.8750 (67.9206) acc5: 87.5000 (86.2559) time: 0.0933 data: 0.0023 max mem: 3006 Epoch: [48] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 278.3959046775535 loss: 1.3066 (1.2901) acc1: 68.7500 (67.9299) acc5: 84.3750 (86.2415) time: 0.0965 data: 0.0030 max mem: 3006 Epoch: [48] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 312.2039525103279 loss: 1.2786 (1.2871) acc1: 65.6250 (67.9789) acc5: 84.3750 (86.2013) time: 0.0969 data: 0.0028 max mem: 3006 Epoch: [48] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 287.7251237461922 loss: 1.2110 (1.2881) acc1: 65.6250 (67.8942) acc5: 84.3750 (86.2552) time: 0.0952 data: 0.0017 max mem: 3006 Epoch: [48] [250/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 490.30739893768583 loss: 1.4226 (1.2922) acc1: 62.5000 (67.7789) acc5: 84.3750 (86.2301) time: 0.0966 data: 0.0026 max mem: 3006 Epoch: [48] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 415.21724254208084 loss: 1.3467 (1.2926) acc1: 62.5000 (67.7562) acc5: 84.3750 (86.2787) time: 0.0948 data: 0.0032 max mem: 3006 Epoch: [48] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 434.8964033439181 loss: 1.3407 (1.2946) acc1: 65.6250 (67.7352) acc5: 87.5000 (86.2661) time: 0.0961 data: 0.0037 max mem: 3006 Epoch: [48] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 361.0672620889098 loss: 1.1767 (1.2877) acc1: 68.7500 (67.8603) acc5: 87.5000 (86.3990) time: 0.0975 data: 0.0027 max mem: 3006 Epoch: [48] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 374.1302425671645 loss: 1.1823 (1.2908) acc1: 68.7500 (67.8372) acc5: 87.5000 (86.3187) time: 0.0970 data: 0.0008 max mem: 3006 Epoch: [48] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 288.2491243065861 loss: 1.3040 (1.2920) acc1: 65.6250 (67.7533) acc5: 84.3750 (86.3372) time: 0.1017 data: 0.0018 max mem: 3006 Epoch: [48] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 356.3270979902833 loss: 1.2215 (1.2927) acc1: 65.6250 (67.7452) acc5: 87.5000 (86.2842) time: 0.0954 data: 0.0029 max mem: 3006 Epoch: [48] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 452.5408328753452 loss: 1.1718 (1.2880) acc1: 68.7500 (67.8836) acc5: 87.5000 (86.3902) time: 0.0917 data: 0.0018 max mem: 3006 Epoch: [48] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 386.288089105064 loss: 1.1375 (1.2898) acc1: 68.7500 (67.8437) acc5: 87.5000 (86.3199) time: 0.0981 data: 0.0017 max mem: 3006 Epoch: [48] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 456.48872533347844 loss: 1.2499 (1.2872) acc1: 65.6250 (67.8702) acc5: 84.3750 (86.3361) time: 0.0973 data: 0.0018 max mem: 3006 Epoch: [48] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 321.9824204506199 loss: 1.2313 (1.2864) acc1: 68.7500 (67.9398) acc5: 87.5000 (86.3337) time: 0.0976 data: 0.0031 max mem: 3006 Epoch: [48] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 286.2334520483675 loss: 1.2869 (1.2873) acc1: 65.6250 (67.8757) acc5: 84.3750 (86.2708) time: 0.0939 data: 0.0047 max mem: 3006 Epoch: [48] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 867.2748937050104 loss: 1.3415 (1.2890) acc1: 65.6250 (67.8908) acc5: 81.2500 (86.1607) time: 0.0691 data: 0.0023 max mem: 3006 Epoch: [48] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 869.6631828578463 loss: 1.3781 (1.2939) acc1: 65.6250 (67.7822) acc5: 81.2500 (86.0564) time: 0.0428 data: 0.0001 max mem: 3006 Epoch: [48] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 752.0380115648393 loss: 1.3104 (1.2939) acc1: 65.6250 (67.7680) acc5: 84.3750 (86.0720) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [48] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:33 loss: 1.4489 (1.4489) acc1: 62.5000 (62.5000) acc5: 87.5000 (87.5000) time: 2.3402 data: 2.3200 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.240 Acc@5 82.610 Test: EMA [ 0/40] eta: 0:01:33 loss: 1.3576 (1.3576) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 2.3378 data: 2.3268 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.750 Acc@5 83.340 Epoch: [49] [ 0/391] eta: 0:18:05 lr: 0.010000000000000002 img/s: 578.0189230974621 loss: 0.9793 (0.9793) acc1: 71.8750 (71.8750) acc5: 90.6250 (90.6250) time: 2.7754 data: 2.7200 max mem: 3006 Epoch: [49] [ 10/391] eta: 0:02:04 lr: 0.010000000000000002 img/s: 375.92422010228717 loss: 1.2724 (1.2919) acc1: 71.8750 (69.6023) acc5: 87.5000 (84.9432) time: 0.3261 data: 0.2602 max mem: 3006 Epoch: [49] [ 20/391] eta: 0:01:21 lr: 0.010000000000000002 img/s: 294.3971643339541 loss: 1.2724 (1.2842) acc1: 68.7500 (69.0476) acc5: 84.3750 (85.1190) time: 0.0905 data: 0.0084 max mem: 3006 Epoch: [49] [ 30/391] eta: 0:01:04 lr: 0.010000000000000002 img/s: 298.9765038180182 loss: 1.2758 (1.2754) acc1: 68.7500 (69.3548) acc5: 87.5000 (85.1815) time: 0.0968 data: 0.0034 max mem: 3006 Epoch: [49] [ 40/391] eta: 0:00:55 lr: 0.010000000000000002 img/s: 509.0097540996041 loss: 1.3292 (1.3143) acc1: 68.7500 (68.9787) acc5: 87.5000 (84.9848) time: 0.0926 data: 0.0031 max mem: 3006 Epoch: [49] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 350.0787129655471 loss: 1.3608 (1.3138) acc1: 65.6250 (68.6887) acc5: 84.3750 (85.1716) time: 0.0961 data: 0.0022 max mem: 3006 Epoch: [49] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 383.04255434518933 loss: 1.2872 (1.3026) acc1: 68.7500 (68.9037) acc5: 87.5000 (85.5533) time: 0.0944 data: 0.0023 max mem: 3006 Epoch: [49] [ 70/391] eta: 0:00:41 lr: 0.010000000000000002 img/s: 411.0526335132089 loss: 1.1819 (1.2827) acc1: 68.7500 (69.2342) acc5: 87.5000 (85.8715) time: 0.0914 data: 0.0015 max mem: 3006 Epoch: [49] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 625.1262336694534 loss: 1.2401 (1.2970) acc1: 65.6250 (68.5571) acc5: 84.3750 (85.7639) time: 0.0975 data: 0.0012 max mem: 3006 Epoch: [49] [ 90/391] eta: 0:00:36 lr: 0.010000000000000002 img/s: 397.3395620368808 loss: 1.2740 (1.3051) acc1: 65.6250 (68.4409) acc5: 84.3750 (85.5426) time: 0.0925 data: 0.0015 max mem: 3006 Epoch: [49] [100/391] eta: 0:00:34 lr: 0.010000000000000002 img/s: 311.625504409081 loss: 1.2718 (1.2910) acc1: 68.7500 (68.5334) acc5: 87.5000 (85.9530) time: 0.0899 data: 0.0019 max mem: 3006 Epoch: [49] [110/391] eta: 0:00:32 lr: 0.010000000000000002 img/s: 304.3575615607716 loss: 1.3364 (1.3061) acc1: 62.5000 (67.9617) acc5: 87.5000 (85.8671) time: 0.0948 data: 0.0035 max mem: 3006 Epoch: [49] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 395.73922401719557 loss: 1.1607 (1.2873) acc1: 68.7500 (68.3626) acc5: 87.5000 (86.2603) time: 0.0934 data: 0.0036 max mem: 3006 Epoch: [49] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 298.97583783482764 loss: 1.2401 (1.2984) acc1: 68.7500 (68.1298) acc5: 87.5000 (86.0210) time: 0.0965 data: 0.0023 max mem: 3006 Epoch: [49] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 545.0886687703822 loss: 1.2387 (1.2852) acc1: 65.6250 (68.1959) acc5: 87.5000 (86.2810) time: 0.0957 data: 0.0029 max mem: 3006 Epoch: [49] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 206.20963618485743 loss: 1.1602 (1.2866) acc1: 68.7500 (68.1705) acc5: 87.5000 (86.3411) time: 0.1000 data: 0.0035 max mem: 3006 Epoch: [49] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 400.1220121511319 loss: 1.1602 (1.2806) acc1: 65.6250 (68.1871) acc5: 87.5000 (86.4325) time: 0.0985 data: 0.0032 max mem: 3006 Epoch: [49] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 351.2725483524824 loss: 1.1081 (1.2847) acc1: 65.6250 (68.1104) acc5: 87.5000 (86.3304) time: 0.0960 data: 0.0024 max mem: 3006 Epoch: [49] [180/391] eta: 0:00:22 lr: 0.010000000000000002 img/s: 355.2472188769636 loss: 1.0253 (1.2736) acc1: 71.8750 (68.4047) acc5: 87.5000 (86.4814) time: 0.0942 data: 0.0017 max mem: 3006 Epoch: [49] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 354.95879107801187 loss: 1.0253 (1.2729) acc1: 71.8750 (68.5373) acc5: 90.6250 (86.5020) time: 0.0958 data: 0.0016 max mem: 3006 Epoch: [49] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 274.6075349556635 loss: 1.3239 (1.2836) acc1: 65.6250 (68.2680) acc5: 84.3750 (86.3806) time: 0.1000 data: 0.0025 max mem: 3006 Epoch: [49] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 390.3016965121757 loss: 1.3177 (1.2793) acc1: 65.6250 (68.3501) acc5: 84.3750 (86.4633) time: 0.0966 data: 0.0019 max mem: 3006 Epoch: [49] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 282.23921134863923 loss: 1.1201 (1.2766) acc1: 71.8750 (68.4106) acc5: 87.5000 (86.5243) time: 0.1006 data: 0.0023 max mem: 3006 Epoch: [49] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 483.21126719997693 loss: 1.1448 (1.2711) acc1: 71.8750 (68.5471) acc5: 87.5000 (86.6477) time: 0.0941 data: 0.0039 max mem: 3006 Epoch: [49] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 371.8097095447179 loss: 1.2247 (1.2717) acc1: 68.7500 (68.5555) acc5: 87.5000 (86.6053) time: 0.0951 data: 0.0023 max mem: 3006 Epoch: [49] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 334.12678710570407 loss: 1.3043 (1.2747) acc1: 68.7500 (68.5259) acc5: 87.5000 (86.6036) time: 0.0984 data: 0.0008 max mem: 3006 Epoch: [49] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 268.0821237608832 loss: 1.2796 (1.2741) acc1: 68.7500 (68.5704) acc5: 87.5000 (86.6020) time: 0.0973 data: 0.0007 max mem: 3006 Epoch: [49] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 320.00564585156275 loss: 1.2121 (1.2702) acc1: 65.6250 (68.6001) acc5: 87.5000 (86.6813) time: 0.0969 data: 0.0031 max mem: 3006 Epoch: [49] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 343.1283135502443 loss: 1.1738 (1.2715) acc1: 68.7500 (68.5721) acc5: 87.5000 (86.6659) time: 0.0911 data: 0.0034 max mem: 3006 Epoch: [49] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 324.722928410713 loss: 1.2730 (1.2717) acc1: 68.7500 (68.5245) acc5: 87.5000 (86.6624) time: 0.0955 data: 0.0024 max mem: 3006 Epoch: [49] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 350.6585815095138 loss: 1.2325 (1.2748) acc1: 65.6250 (68.3762) acc5: 90.6250 (86.6798) time: 0.0992 data: 0.0024 max mem: 3006 Epoch: [49] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 344.93074797938914 loss: 1.2518 (1.2746) acc1: 65.6250 (68.3581) acc5: 87.5000 (86.6459) time: 0.0943 data: 0.0023 max mem: 3006 Epoch: [49] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 452.61103186405927 loss: 1.2976 (1.2748) acc1: 68.7500 (68.4482) acc5: 87.5000 (86.6336) time: 0.0951 data: 0.0027 max mem: 3006 Epoch: [49] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 233.6439958638986 loss: 1.3866 (1.2813) acc1: 68.7500 (68.3346) acc5: 84.3750 (86.5276) time: 0.0996 data: 0.0041 max mem: 3006 Epoch: [49] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 408.58999665134405 loss: 1.2771 (1.2772) acc1: 65.6250 (68.3651) acc5: 84.3750 (86.6111) time: 0.0977 data: 0.0043 max mem: 3006 Epoch: [49] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 429.92321342772027 loss: 1.2575 (1.2793) acc1: 65.6250 (68.2959) acc5: 87.5000 (86.6008) time: 0.0949 data: 0.0028 max mem: 3006 Epoch: [49] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 434.407972372454 loss: 1.3207 (1.2812) acc1: 65.6250 (68.2912) acc5: 87.5000 (86.6084) time: 0.0944 data: 0.0030 max mem: 3006 Epoch: [49] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 868.858126828763 loss: 1.2763 (1.2776) acc1: 68.7500 (68.3710) acc5: 87.5000 (86.6493) time: 0.0694 data: 0.0016 max mem: 3006 Epoch: [49] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 874.1434135285459 loss: 1.2248 (1.2759) acc1: 71.8750 (68.4219) acc5: 87.5000 (86.6388) time: 0.0415 data: 0.0001 max mem: 3006 Epoch: [49] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 751.5125019037296 loss: 1.2890 (1.2813) acc1: 65.6250 (68.2560) acc5: 84.3750 (86.5360) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [49] Total time: 0:00:38 Test: [ 0/40] eta: 0:00:55 loss: 1.5954 (1.5954) acc1: 62.5000 (62.5000) acc5: 87.5000 (87.5000) time: 1.3853 data: 1.3738 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.190 Acc@5 82.780 Test: EMA [ 0/40] eta: 0:01:40 loss: 1.3650 (1.3650) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 2.5114 data: 2.5004 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.790 Acc@5 83.480 Epoch: [50] [ 0/391] eta: 0:18:37 lr: 0.010000000000000002 img/s: 881.7873084074081 loss: 1.0538 (1.0538) acc1: 75.0000 (75.0000) acc5: 87.5000 (87.5000) time: 2.8569 data: 2.8206 max mem: 3006 Epoch: [50] [ 10/391] eta: 0:02:05 lr: 0.010000000000000002 img/s: 307.5517303801268 loss: 1.0538 (1.0954) acc1: 75.0000 (74.7159) acc5: 90.6250 (89.4886) time: 0.3305 data: 0.2598 max mem: 3006 Epoch: [50] [ 20/391] eta: 0:01:21 lr: 0.010000000000000002 img/s: 340.50721262399475 loss: 1.2573 (1.1960) acc1: 71.8750 (70.9821) acc5: 87.5000 (88.0952) time: 0.0889 data: 0.0036 max mem: 3006 Epoch: [50] [ 30/391] eta: 0:01:05 lr: 0.010000000000000002 img/s: 360.25608623531116 loss: 1.3461 (1.2440) acc1: 65.6250 (69.9597) acc5: 84.3750 (86.6935) time: 0.0980 data: 0.0023 max mem: 3006 Epoch: [50] [ 40/391] eta: 0:00:56 lr: 0.010000000000000002 img/s: 341.03498323000304 loss: 1.3449 (1.2366) acc1: 68.7500 (70.0457) acc5: 81.2500 (86.3567) time: 0.0957 data: 0.0012 max mem: 3006 Epoch: [50] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 350.0394537810743 loss: 1.2294 (1.2407) acc1: 68.7500 (69.7917) acc5: 84.3750 (86.5196) time: 0.0936 data: 0.0010 max mem: 3006 Epoch: [50] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 385.6066699418793 loss: 1.2111 (1.2330) acc1: 68.7500 (69.6721) acc5: 87.5000 (86.5266) time: 0.0942 data: 0.0011 max mem: 3006 Epoch: [50] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 331.8861054031933 loss: 1.2036 (1.2522) acc1: 68.7500 (69.3222) acc5: 84.3750 (86.0475) time: 0.0951 data: 0.0032 max mem: 3006 Epoch: [50] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 506.28330013881344 loss: 1.2036 (1.2464) acc1: 68.7500 (69.5602) acc5: 84.3750 (86.3040) time: 0.0962 data: 0.0034 max mem: 3006 Epoch: [50] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 371.5338779193529 loss: 1.2418 (1.2602) acc1: 65.6250 (69.0934) acc5: 84.3750 (86.0920) time: 0.0957 data: 0.0020 max mem: 3006 Epoch: [50] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 382.897219084135 loss: 1.2983 (1.2588) acc1: 65.6250 (69.0594) acc5: 84.3750 (86.1077) time: 0.0920 data: 0.0018 max mem: 3006 Epoch: [50] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 272.6799927674176 loss: 1.2960 (1.2596) acc1: 68.7500 (69.0878) acc5: 87.5000 (86.1486) time: 0.0933 data: 0.0036 max mem: 3006 Epoch: [50] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 484.29576387385436 loss: 1.2348 (1.2680) acc1: 68.7500 (69.0083) acc5: 87.5000 (86.0537) time: 0.0950 data: 0.0045 max mem: 3006 Epoch: [50] [130/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 372.7980268201362 loss: 1.1829 (1.2600) acc1: 68.7500 (69.0601) acc5: 87.5000 (86.2357) time: 0.0963 data: 0.0034 max mem: 3006 Epoch: [50] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 304.1279071875283 loss: 1.3038 (1.2760) acc1: 65.6250 (68.8165) acc5: 87.5000 (86.0151) time: 0.0962 data: 0.0027 max mem: 3006 Epoch: [50] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 365.9681687921101 loss: 1.4110 (1.2823) acc1: 62.5000 (68.5844) acc5: 84.3750 (86.0306) time: 0.0947 data: 0.0022 max mem: 3006 Epoch: [50] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 382.59379151107436 loss: 1.3359 (1.2745) acc1: 68.7500 (68.7306) acc5: 87.5000 (86.1801) time: 0.0950 data: 0.0029 max mem: 3006 Epoch: [50] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 285.92552006220507 loss: 1.2193 (1.2699) acc1: 68.7500 (68.8048) acc5: 84.3750 (86.2208) time: 0.0973 data: 0.0041 max mem: 3006 Epoch: [50] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 437.15712126739277 loss: 1.2935 (1.2748) acc1: 68.7500 (68.5428) acc5: 84.3750 (86.1533) time: 0.0972 data: 0.0041 max mem: 3006 Epoch: [50] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 317.27559144461884 loss: 1.3250 (1.2767) acc1: 65.6250 (68.5700) acc5: 84.3750 (86.1093) time: 0.0957 data: 0.0025 max mem: 3006 Epoch: [50] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 266.2622237299164 loss: 1.2255 (1.2723) acc1: 68.7500 (68.6567) acc5: 87.5000 (86.1318) time: 0.0987 data: 0.0023 max mem: 3006 Epoch: [50] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 571.608716946258 loss: 1.1393 (1.2688) acc1: 68.7500 (68.7500) acc5: 87.5000 (86.1671) time: 0.0925 data: 0.0023 max mem: 3006 Epoch: [50] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 346.5337722525593 loss: 1.2279 (1.2787) acc1: 68.7500 (68.5379) acc5: 84.3750 (86.0294) time: 0.0951 data: 0.0019 max mem: 3006 Epoch: [50] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 276.03014953428635 loss: 1.4549 (1.2869) acc1: 65.6250 (68.3577) acc5: 84.3750 (85.9984) time: 0.0985 data: 0.0015 max mem: 3006 Epoch: [50] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 309.35295229402624 loss: 1.3599 (1.2878) acc1: 68.7500 (68.5036) acc5: 84.3750 (85.9959) time: 0.0937 data: 0.0019 max mem: 3006 Epoch: [50] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 330.8193920332846 loss: 1.1703 (1.2801) acc1: 75.0000 (68.7251) acc5: 87.5000 (86.0682) time: 0.0988 data: 0.0030 max mem: 3006 Epoch: [50] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 521.0942621200533 loss: 1.2373 (1.2813) acc1: 68.7500 (68.6303) acc5: 87.5000 (86.0872) time: 0.0979 data: 0.0025 max mem: 3006 Epoch: [50] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 326.5940111251162 loss: 1.3295 (1.2802) acc1: 65.6250 (68.5886) acc5: 87.5000 (86.1624) time: 0.0952 data: 0.0024 max mem: 3006 Epoch: [50] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 440.41623352758967 loss: 1.2151 (1.2731) acc1: 68.7500 (68.7278) acc5: 87.5000 (86.2656) time: 0.0956 data: 0.0017 max mem: 3006 Epoch: [50] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 312.703662716062 loss: 1.1004 (1.2731) acc1: 71.8750 (68.6856) acc5: 87.5000 (86.2328) time: 0.0970 data: 0.0025 max mem: 3006 Epoch: [50] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 444.5517410414121 loss: 1.1336 (1.2738) acc1: 65.6250 (68.6669) acc5: 87.5000 (86.2542) time: 0.0934 data: 0.0040 max mem: 3006 Epoch: [50] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 267.87880384560884 loss: 1.3228 (1.2772) acc1: 65.6250 (68.6093) acc5: 87.5000 (86.2540) time: 0.0949 data: 0.0021 max mem: 3006 Epoch: [50] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 404.62736089380087 loss: 1.3280 (1.2784) acc1: 65.6250 (68.5942) acc5: 87.5000 (86.2539) time: 0.0937 data: 0.0018 max mem: 3006 Epoch: [50] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 338.15657957723414 loss: 1.3251 (1.2786) acc1: 68.7500 (68.5989) acc5: 87.5000 (86.2255) time: 0.0971 data: 0.0034 max mem: 3006 Epoch: [50] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 372.8239153562609 loss: 1.3251 (1.2800) acc1: 68.7500 (68.5117) acc5: 84.3750 (86.2170) time: 0.1030 data: 0.0038 max mem: 3006 Epoch: [50] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 273.8421963242255 loss: 1.3625 (1.2822) acc1: 65.6250 (68.5274) acc5: 84.3750 (86.1378) time: 0.0962 data: 0.0023 max mem: 3006 Epoch: [50] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 399.27333521738484 loss: 1.1847 (1.2801) acc1: 71.8750 (68.6634) acc5: 84.3750 (86.1150) time: 0.0958 data: 0.0009 max mem: 3006 Epoch: [50] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 866.6420956796302 loss: 1.0759 (1.2767) acc1: 75.0000 (68.7163) acc5: 87.5000 (86.2028) time: 0.0696 data: 0.0003 max mem: 3006 Epoch: [50] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 869.8999163917532 loss: 1.1533 (1.2786) acc1: 65.6250 (68.6516) acc5: 87.5000 (86.2123) time: 0.0393 data: 0.0001 max mem: 3006 Epoch: [50] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 753.8085781296335 loss: 1.2543 (1.2746) acc1: 68.7500 (68.7040) acc5: 87.5000 (86.3040) time: 0.0362 data: 0.0001 max mem: 3006 Epoch: [50] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:46 loss: 1.6754 (1.6754) acc1: 59.3750 (59.3750) acc5: 84.3750 (84.3750) time: 2.6622 data: 2.6492 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.250 Acc@5 82.580 Test: EMA [ 0/40] eta: 0:01:09 loss: 1.3727 (1.3727) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 1.7294 data: 1.7184 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.830 Acc@5 83.430 Epoch: [51] [ 0/391] eta: 0:17:54 lr: 0.010000000000000002 img/s: 727.8855494213477 loss: 1.2757 (1.2757) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.7493 data: 2.7053 max mem: 3006 Epoch: [51] [ 10/391] eta: 0:02:03 lr: 0.010000000000000002 img/s: 267.39155935228865 loss: 1.0683 (1.0327) acc1: 71.8750 (73.8636) acc5: 87.5000 (90.6250) time: 0.3231 data: 0.2538 max mem: 3006 Epoch: [51] [ 20/391] eta: 0:01:20 lr: 0.010000000000000002 img/s: 495.0382036396362 loss: 1.0607 (1.0922) acc1: 71.8750 (72.3214) acc5: 90.6250 (90.0298) time: 0.0906 data: 0.0067 max mem: 3006 Epoch: [51] [ 30/391] eta: 0:01:03 lr: 0.010000000000000002 img/s: 329.4640607586982 loss: 1.0607 (1.0868) acc1: 71.8750 (72.9839) acc5: 90.6250 (90.3226) time: 0.0943 data: 0.0031 max mem: 3006 Epoch: [51] [ 40/391] eta: 0:00:55 lr: 0.010000000000000002 img/s: 358.73952054995897 loss: 1.1806 (1.1361) acc1: 68.7500 (71.6463) acc5: 90.6250 (89.8628) time: 0.0961 data: 0.0012 max mem: 3006 Epoch: [51] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 323.5261329753 loss: 1.2481 (1.1605) acc1: 65.6250 (71.2623) acc5: 87.5000 (89.7059) time: 0.0974 data: 0.0037 max mem: 3006 Epoch: [51] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 362.9929385292344 loss: 1.2262 (1.1745) acc1: 68.7500 (70.9529) acc5: 87.5000 (88.9857) time: 0.0937 data: 0.0047 max mem: 3006 Epoch: [51] [ 70/391] eta: 0:00:41 lr: 0.010000000000000002 img/s: 444.2824495200265 loss: 1.1096 (1.1589) acc1: 71.8750 (71.5669) acc5: 87.5000 (89.0845) time: 0.0944 data: 0.0038 max mem: 3006 Epoch: [51] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 269.9982056140944 loss: 1.1096 (1.1678) acc1: 71.8750 (71.4120) acc5: 87.5000 (88.7346) time: 0.0947 data: 0.0039 max mem: 3006 Epoch: [51] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 327.0500135237543 loss: 1.2978 (1.1799) acc1: 68.7500 (71.1195) acc5: 87.5000 (88.3242) time: 0.0970 data: 0.0027 max mem: 3006 Epoch: [51] [100/391] eta: 0:00:34 lr: 0.010000000000000002 img/s: 365.61028149907656 loss: 1.3071 (1.1942) acc1: 68.7500 (70.6374) acc5: 84.3750 (88.0260) time: 0.0914 data: 0.0028 max mem: 3006 Epoch: [51] [110/391] eta: 0:00:32 lr: 0.010000000000000002 img/s: 345.3256695911699 loss: 1.2093 (1.1989) acc1: 68.7500 (70.4110) acc5: 87.5000 (87.9223) time: 0.0900 data: 0.0021 max mem: 3006 Epoch: [51] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 479.94381608636417 loss: 1.0731 (1.1938) acc1: 68.7500 (70.6095) acc5: 87.5000 (88.0424) time: 0.0985 data: 0.0019 max mem: 3006 Epoch: [51] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 372.38636502361095 loss: 1.1522 (1.1959) acc1: 75.0000 (70.5868) acc5: 87.5000 (87.9294) time: 0.1003 data: 0.0020 max mem: 3006 Epoch: [51] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 295.33647407785554 loss: 1.0891 (1.1908) acc1: 71.8750 (70.7447) acc5: 87.5000 (88.0762) time: 0.0975 data: 0.0016 max mem: 3006 Epoch: [51] [150/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 442.8385700381081 loss: 1.1552 (1.2031) acc1: 68.7500 (70.4677) acc5: 87.5000 (87.8725) time: 0.0941 data: 0.0016 max mem: 3006 Epoch: [51] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 336.8377770639255 loss: 1.2147 (1.1976) acc1: 68.7500 (70.4581) acc5: 87.5000 (87.9270) time: 0.0928 data: 0.0040 max mem: 3006 Epoch: [51] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 414.3276954754106 loss: 1.1871 (1.1997) acc1: 71.8750 (70.4496) acc5: 87.5000 (87.9386) time: 0.0945 data: 0.0052 max mem: 3006 Epoch: [51] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 483.74070309740574 loss: 1.2635 (1.2127) acc1: 65.6250 (70.0449) acc5: 84.3750 (87.7417) time: 0.0973 data: 0.0045 max mem: 3006 Epoch: [51] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 424.3488686051769 loss: 1.3706 (1.2198) acc1: 62.5000 (69.7971) acc5: 87.5000 (87.7454) time: 0.0945 data: 0.0036 max mem: 3006 Epoch: [51] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 257.74521544423493 loss: 1.2612 (1.2193) acc1: 68.7500 (69.9627) acc5: 87.5000 (87.7799) time: 0.0945 data: 0.0021 max mem: 3006 Epoch: [51] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 293.3297666347587 loss: 1.1603 (1.2200) acc1: 71.8750 (69.9793) acc5: 87.5000 (87.7814) time: 0.0995 data: 0.0026 max mem: 3006 Epoch: [51] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 441.93162488846156 loss: 0.9949 (1.2134) acc1: 71.8750 (70.1357) acc5: 90.6250 (87.8535) time: 0.0941 data: 0.0037 max mem: 3006 Epoch: [51] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 290.36686533905913 loss: 1.0686 (1.2162) acc1: 68.7500 (69.9946) acc5: 90.6250 (87.8788) time: 0.0924 data: 0.0049 max mem: 3006 Epoch: [51] [240/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 394.63266962259047 loss: 1.1649 (1.2184) acc1: 65.6250 (69.8133) acc5: 87.5000 (87.8371) time: 0.0936 data: 0.0046 max mem: 3006 Epoch: [51] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 277.0065940325553 loss: 1.2139 (1.2211) acc1: 68.7500 (69.7709) acc5: 84.3750 (87.8237) time: 0.0955 data: 0.0033 max mem: 3006 Epoch: [51] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 326.81429319307983 loss: 1.1522 (1.2171) acc1: 68.7500 (69.8875) acc5: 87.5000 (87.9071) time: 0.0953 data: 0.0024 max mem: 3006 Epoch: [51] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 372.4917796205637 loss: 1.0457 (1.2167) acc1: 71.8750 (69.8224) acc5: 87.5000 (87.8344) time: 0.0970 data: 0.0035 max mem: 3006 Epoch: [51] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 299.56439002506454 loss: 1.1176 (1.2142) acc1: 68.7500 (69.8287) acc5: 84.3750 (87.8559) time: 0.0989 data: 0.0030 max mem: 3006 Epoch: [51] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 331.4517198886746 loss: 1.2397 (1.2163) acc1: 68.7500 (69.7272) acc5: 87.5000 (87.8222) time: 0.0972 data: 0.0030 max mem: 3006 Epoch: [51] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 254.58356426816894 loss: 1.2616 (1.2162) acc1: 68.7500 (69.6844) acc5: 87.5000 (87.8011) time: 0.0969 data: 0.0038 max mem: 3006 Epoch: [51] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 442.7100302467568 loss: 1.2220 (1.2166) acc1: 68.7500 (69.6242) acc5: 87.5000 (87.8316) time: 0.0923 data: 0.0037 max mem: 3006 Epoch: [51] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 313.242254579571 loss: 1.2220 (1.2194) acc1: 68.7500 (69.5678) acc5: 87.5000 (87.8213) time: 0.0946 data: 0.0039 max mem: 3006 Epoch: [51] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 272.3977537256939 loss: 1.2315 (1.2207) acc1: 68.7500 (69.6280) acc5: 87.5000 (87.7455) time: 0.1002 data: 0.0021 max mem: 3006 Epoch: [51] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 345.1649294974167 loss: 1.2054 (1.2241) acc1: 68.7500 (69.5839) acc5: 84.3750 (87.6924) time: 0.0973 data: 0.0015 max mem: 3006 Epoch: [51] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 346.69220794652034 loss: 1.2331 (1.2288) acc1: 65.6250 (69.4444) acc5: 84.3750 (87.5890) time: 0.0909 data: 0.0013 max mem: 3006 Epoch: [51] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 388.6865115794168 loss: 1.2063 (1.2250) acc1: 68.7500 (69.5724) acc5: 87.5000 (87.6558) time: 0.0963 data: 0.0009 max mem: 3006 Epoch: [51] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 874.6618008354459 loss: 1.0581 (1.2238) acc1: 71.8750 (69.5670) acc5: 90.6250 (87.6600) time: 0.0749 data: 0.0005 max mem: 3006 Epoch: [51] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 874.7929191542613 loss: 1.1972 (1.2267) acc1: 68.7500 (69.5292) acc5: 87.5000 (87.5902) time: 0.0408 data: 0.0001 max mem: 3006 Epoch: [51] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 750.7995238478819 loss: 1.2487 (1.2267) acc1: 68.7500 (69.5040) acc5: 87.5000 (87.6240) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [51] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:08 loss: 1.6234 (1.6234) acc1: 62.5000 (62.5000) acc5: 81.2500 (81.2500) time: 1.7027 data: 1.6909 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.920 Acc@5 82.620 Test: EMA [ 0/40] eta: 0:01:37 loss: 1.3794 (1.3794) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 2.4420 data: 2.4311 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.980 Acc@5 83.440 Epoch: [52] [ 0/391] eta: 0:20:04 lr: 0.010000000000000002 img/s: 773.9237595502378 loss: 1.7319 (1.7319) acc1: 68.7500 (68.7500) acc5: 81.2500 (81.2500) time: 3.0806 data: 3.0392 max mem: 3006 Epoch: [52] [ 10/391] eta: 0:02:11 lr: 0.010000000000000002 img/s: 303.99633984204246 loss: 1.2847 (1.3225) acc1: 68.7500 (67.8977) acc5: 87.5000 (86.6477) time: 0.3454 data: 0.2797 max mem: 3006 Epoch: [52] [ 20/391] eta: 0:01:24 lr: 0.010000000000000002 img/s: 294.03921465532727 loss: 1.2802 (1.2880) acc1: 68.7500 (68.1548) acc5: 87.5000 (86.9048) time: 0.0864 data: 0.0030 max mem: 3006 Epoch: [52] [ 30/391] eta: 0:01:06 lr: 0.010000000000000002 img/s: 248.40782362782986 loss: 1.2043 (1.2746) acc1: 68.7500 (68.1452) acc5: 87.5000 (87.3992) time: 0.0969 data: 0.0032 max mem: 3006 Epoch: [52] [ 40/391] eta: 0:00:57 lr: 0.010000000000000002 img/s: 374.4047221207142 loss: 1.1265 (1.2626) acc1: 68.7500 (68.1402) acc5: 90.6250 (87.2713) time: 0.0957 data: 0.0044 max mem: 3006 Epoch: [52] [ 50/391] eta: 0:00:51 lr: 0.010000000000000002 img/s: 333.246584797819 loss: 1.2228 (1.2693) acc1: 65.6250 (68.0760) acc5: 87.5000 (87.3162) time: 0.0946 data: 0.0039 max mem: 3006 Epoch: [52] [ 60/391] eta: 0:00:46 lr: 0.010000000000000002 img/s: 471.59632189400673 loss: 1.2292 (1.2578) acc1: 68.7500 (68.8012) acc5: 87.5000 (87.3463) time: 0.0923 data: 0.0038 max mem: 3006 Epoch: [52] [ 70/391] eta: 0:00:43 lr: 0.010000000000000002 img/s: 437.5604435011948 loss: 1.2887 (1.2755) acc1: 68.7500 (68.3099) acc5: 87.5000 (87.0158) time: 0.0963 data: 0.0044 max mem: 3006 Epoch: [52] [ 80/391] eta: 0:00:40 lr: 0.010000000000000002 img/s: 372.5227952727495 loss: 1.3864 (1.3038) acc1: 65.6250 (67.5926) acc5: 81.2500 (86.5355) time: 0.0959 data: 0.0046 max mem: 3006 Epoch: [52] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 367.443968089708 loss: 1.4484 (1.3167) acc1: 62.5000 (67.3764) acc5: 81.2500 (86.0577) time: 0.0914 data: 0.0033 max mem: 3006 Epoch: [52] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 348.3288599835461 loss: 1.2787 (1.3147) acc1: 68.7500 (67.6052) acc5: 84.3750 (86.0767) time: 0.0941 data: 0.0027 max mem: 3006 Epoch: [52] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 399.49557100676253 loss: 1.1773 (1.2962) acc1: 68.7500 (67.9617) acc5: 87.5000 (86.2894) time: 0.0924 data: 0.0036 max mem: 3006 Epoch: [52] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 410.88401253918494 loss: 1.2531 (1.2948) acc1: 68.7500 (67.9494) acc5: 87.5000 (86.1829) time: 0.0927 data: 0.0038 max mem: 3006 Epoch: [52] [130/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 402.4109326185636 loss: 1.2736 (1.2923) acc1: 65.6250 (68.0344) acc5: 84.3750 (86.1641) time: 0.0997 data: 0.0030 max mem: 3006 Epoch: [52] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 383.72919501846917 loss: 1.2212 (1.2856) acc1: 71.8750 (68.2402) acc5: 87.5000 (86.3254) time: 0.0960 data: 0.0047 max mem: 3006 Epoch: [52] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 355.8245396365873 loss: 1.2212 (1.2901) acc1: 68.7500 (68.1291) acc5: 87.5000 (86.2583) time: 0.0929 data: 0.0041 max mem: 3006 Epoch: [52] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 448.98182231767123 loss: 1.3027 (1.2893) acc1: 65.6250 (68.1095) acc5: 87.5000 (86.2966) time: 0.0947 data: 0.0014 max mem: 3006 Epoch: [52] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 280.88777274116114 loss: 1.2902 (1.2896) acc1: 65.6250 (68.0921) acc5: 87.5000 (86.3304) time: 0.0961 data: 0.0015 max mem: 3006 Epoch: [52] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 422.97413013402917 loss: 1.2739 (1.2852) acc1: 71.8750 (68.3702) acc5: 90.6250 (86.4123) time: 0.0947 data: 0.0016 max mem: 3006 Epoch: [52] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 292.25226182518134 loss: 1.1673 (1.2789) acc1: 71.8750 (68.6191) acc5: 87.5000 (86.4856) time: 0.0932 data: 0.0024 max mem: 3006 Epoch: [52] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 391.43885231988753 loss: 1.2831 (1.2811) acc1: 71.8750 (68.6723) acc5: 87.5000 (86.5205) time: 0.0981 data: 0.0031 max mem: 3006 Epoch: [52] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 333.5157106897297 loss: 1.3062 (1.2825) acc1: 68.7500 (68.5871) acc5: 87.5000 (86.5521) time: 0.1013 data: 0.0024 max mem: 3006 Epoch: [52] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 332.7121081791252 loss: 1.2955 (1.2821) acc1: 68.7500 (68.5238) acc5: 87.5000 (86.4960) time: 0.0958 data: 0.0034 max mem: 3006 Epoch: [52] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 275.0577462999168 loss: 1.0965 (1.2727) acc1: 71.8750 (68.7094) acc5: 87.5000 (86.6071) time: 0.0991 data: 0.0044 max mem: 3006 Epoch: [52] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 477.840418108543 loss: 1.0111 (1.2649) acc1: 75.0000 (68.9056) acc5: 87.5000 (86.6961) time: 0.0985 data: 0.0024 max mem: 3006 Epoch: [52] [250/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 478.4519312004278 loss: 1.1860 (1.2612) acc1: 68.7500 (68.8870) acc5: 87.5000 (86.7405) time: 0.0938 data: 0.0012 max mem: 3006 Epoch: [52] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 542.5174334473197 loss: 1.2633 (1.2634) acc1: 68.7500 (68.8817) acc5: 87.5000 (86.6858) time: 0.0968 data: 0.0013 max mem: 3006 Epoch: [52] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 407.4426726166082 loss: 1.3404 (1.2689) acc1: 65.6250 (68.7154) acc5: 84.3750 (86.5544) time: 0.0957 data: 0.0020 max mem: 3006 Epoch: [52] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 320.5796614055872 loss: 1.2713 (1.2688) acc1: 65.6250 (68.7500) acc5: 84.3750 (86.5436) time: 0.0937 data: 0.0024 max mem: 3006 Epoch: [52] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 348.9709783936975 loss: 1.3201 (1.2712) acc1: 68.7500 (68.6748) acc5: 84.3750 (86.5335) time: 0.0915 data: 0.0026 max mem: 3006 Epoch: [52] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 274.43403514009213 loss: 1.3201 (1.2709) acc1: 68.7500 (68.7604) acc5: 84.3750 (86.5033) time: 0.0947 data: 0.0026 max mem: 3006 Epoch: [52] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 563.1993554694876 loss: 1.2673 (1.2694) acc1: 71.8750 (68.8706) acc5: 84.3750 (86.4952) time: 0.0918 data: 0.0027 max mem: 3006 Epoch: [52] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 454.3946481953571 loss: 1.3135 (1.2754) acc1: 71.8750 (68.7597) acc5: 84.3750 (86.3512) time: 0.0919 data: 0.0038 max mem: 3006 Epoch: [52] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 379.62870315372646 loss: 1.2314 (1.2715) acc1: 71.8750 (68.8444) acc5: 84.3750 (86.4520) time: 0.0957 data: 0.0038 max mem: 3006 Epoch: [52] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 308.61531881821924 loss: 1.1652 (1.2715) acc1: 68.7500 (68.8233) acc5: 87.5000 (86.4919) time: 0.0964 data: 0.0043 max mem: 3006 Epoch: [52] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 219.54067427051623 loss: 1.2955 (1.2721) acc1: 65.6250 (68.8123) acc5: 87.5000 (86.4672) time: 0.1020 data: 0.0035 max mem: 3006 Epoch: [52] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 491.00873236242046 loss: 1.2273 (1.2737) acc1: 65.6250 (68.7413) acc5: 84.3750 (86.4612) time: 0.0957 data: 0.0016 max mem: 3006 Epoch: [52] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 868.0545599182507 loss: 1.4018 (1.2771) acc1: 65.6250 (68.6068) acc5: 84.3750 (86.3797) time: 0.0670 data: 0.0009 max mem: 3006 Epoch: [52] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 869.1338172728862 loss: 1.4018 (1.2776) acc1: 62.5000 (68.5860) acc5: 84.3750 (86.3763) time: 0.0416 data: 0.0001 max mem: 3006 Epoch: [52] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 752.9290118747364 loss: 1.4165 (1.2835) acc1: 62.5000 (68.4560) acc5: 84.3750 (86.3200) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [52] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:18 loss: 1.5836 (1.5836) acc1: 65.6250 (65.6250) acc5: 81.2500 (81.2500) time: 1.9716 data: 1.9601 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.920 Acc@5 82.500 Test: EMA [ 0/40] eta: 0:01:34 loss: 1.3855 (1.3855) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 2.3530 data: 2.3421 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.010 Acc@5 83.420 Epoch: [53] [ 0/391] eta: 0:19:49 lr: 0.010000000000000002 img/s: 871.6285872000519 loss: 1.8770 (1.8770) acc1: 62.5000 (62.5000) acc5: 71.8750 (71.8750) time: 3.0416 data: 3.0049 max mem: 3006 Epoch: [53] [ 10/391] eta: 0:02:09 lr: 0.010000000000000002 img/s: 451.4297130671976 loss: 1.3110 (1.2855) acc1: 62.5000 (65.9091) acc5: 84.3750 (86.6477) time: 0.3410 data: 0.2770 max mem: 3006 Epoch: [53] [ 20/391] eta: 0:01:24 lr: 0.010000000000000002 img/s: 407.9367811899725 loss: 1.1882 (1.2441) acc1: 65.6250 (67.5595) acc5: 87.5000 (86.7560) time: 0.0878 data: 0.0026 max mem: 3006 Epoch: [53] [ 30/391] eta: 0:01:06 lr: 0.010000000000000002 img/s: 314.2293571323218 loss: 1.1882 (1.2887) acc1: 65.6250 (67.8427) acc5: 84.3750 (85.8871) time: 0.0967 data: 0.0007 max mem: 3006 Epoch: [53] [ 40/391] eta: 0:00:57 lr: 0.010000000000000002 img/s: 506.73631671744687 loss: 1.2995 (1.2858) acc1: 68.7500 (67.8354) acc5: 84.3750 (85.8994) time: 0.0943 data: 0.0012 max mem: 3006 Epoch: [53] [ 50/391] eta: 0:00:50 lr: 0.010000000000000002 img/s: 618.3723934577287 loss: 1.1357 (1.2743) acc1: 68.7500 (68.6275) acc5: 87.5000 (85.9069) time: 0.0960 data: 0.0022 max mem: 3006 Epoch: [53] [ 60/391] eta: 0:00:46 lr: 0.010000000000000002 img/s: 283.34507378243154 loss: 1.0839 (1.2472) acc1: 68.7500 (69.1598) acc5: 87.5000 (86.2705) time: 0.0934 data: 0.0020 max mem: 3006 Epoch: [53] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 464.67524805949273 loss: 1.1945 (1.2541) acc1: 65.6250 (69.0581) acc5: 87.5000 (86.0915) time: 0.0925 data: 0.0015 max mem: 3006 Epoch: [53] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 361.02744199308165 loss: 1.3461 (1.2621) acc1: 65.6250 (69.0586) acc5: 84.3750 (86.1497) time: 0.0930 data: 0.0013 max mem: 3006 Epoch: [53] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 373.9061569362688 loss: 1.2718 (1.2557) acc1: 68.7500 (69.2651) acc5: 87.5000 (86.2637) time: 0.0960 data: 0.0020 max mem: 3006 Epoch: [53] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 604.6333846888487 loss: 1.1683 (1.2552) acc1: 68.7500 (69.2450) acc5: 87.5000 (86.4790) time: 0.0932 data: 0.0032 max mem: 3006 Epoch: [53] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 313.55179696114527 loss: 1.2667 (1.2519) acc1: 71.8750 (69.3975) acc5: 87.5000 (86.5709) time: 0.0934 data: 0.0021 max mem: 3006 Epoch: [53] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 379.4601972819311 loss: 1.2728 (1.2518) acc1: 68.7500 (69.3957) acc5: 87.5000 (86.4928) time: 0.0971 data: 0.0016 max mem: 3006 Epoch: [53] [130/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 372.86223698904894 loss: 1.2273 (1.2437) acc1: 71.8750 (69.5611) acc5: 87.5000 (86.7605) time: 0.0976 data: 0.0022 max mem: 3006 Epoch: [53] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 224.74013124295686 loss: 1.1766 (1.2419) acc1: 68.7500 (69.5479) acc5: 87.5000 (86.8573) time: 0.0949 data: 0.0028 max mem: 3006 Epoch: [53] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 253.477734865582 loss: 1.1811 (1.2353) acc1: 68.7500 (69.6399) acc5: 87.5000 (86.9412) time: 0.0971 data: 0.0046 max mem: 3006 Epoch: [53] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 494.89582749516967 loss: 1.1725 (1.2347) acc1: 68.7500 (69.5846) acc5: 87.5000 (87.0536) time: 0.0998 data: 0.0038 max mem: 3006 Epoch: [53] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 424.25631558983434 loss: 1.2907 (1.2423) acc1: 65.6250 (69.5358) acc5: 84.3750 (86.9152) time: 0.0961 data: 0.0030 max mem: 3006 Epoch: [53] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 444.97620586879907 loss: 1.1422 (1.2315) acc1: 68.7500 (69.7686) acc5: 87.5000 (87.0166) time: 0.0936 data: 0.0031 max mem: 3006 Epoch: [53] [190/391] eta: 0:00:22 lr: 0.010000000000000002 img/s: 498.06377491381517 loss: 1.0904 (1.2322) acc1: 71.8750 (69.6499) acc5: 87.5000 (86.9928) time: 0.0943 data: 0.0039 max mem: 3006 Epoch: [53] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 233.97186781463927 loss: 1.2023 (1.2299) acc1: 65.6250 (69.6206) acc5: 90.6250 (87.1269) time: 0.0997 data: 0.0035 max mem: 3006 Epoch: [53] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 262.57530044467575 loss: 1.1111 (1.2277) acc1: 68.7500 (69.6534) acc5: 90.6250 (87.1297) time: 0.0970 data: 0.0011 max mem: 3006 Epoch: [53] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 354.14302638835017 loss: 1.1708 (1.2269) acc1: 68.7500 (69.6833) acc5: 87.5000 (87.1465) time: 0.0917 data: 0.0012 max mem: 3006 Epoch: [53] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 262.3530625967568 loss: 1.2014 (1.2307) acc1: 68.7500 (69.5617) acc5: 87.5000 (87.0400) time: 0.0963 data: 0.0023 max mem: 3006 Epoch: [53] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 354.7073865588414 loss: 1.0570 (1.2218) acc1: 68.7500 (69.6836) acc5: 87.5000 (87.2277) time: 0.0976 data: 0.0023 max mem: 3006 Epoch: [53] [250/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 285.7483787731049 loss: 1.0311 (1.2246) acc1: 71.8750 (69.6215) acc5: 90.6250 (87.1763) time: 0.0963 data: 0.0032 max mem: 3006 Epoch: [53] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 334.7626492140851 loss: 1.3300 (1.2293) acc1: 65.6250 (69.5642) acc5: 84.3750 (87.1049) time: 0.0964 data: 0.0029 max mem: 3006 Epoch: [53] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 312.1335252708715 loss: 1.1859 (1.2246) acc1: 71.8750 (69.7532) acc5: 87.5000 (87.1310) time: 0.0947 data: 0.0017 max mem: 3006 Epoch: [53] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 401.72319480402865 loss: 1.1411 (1.2227) acc1: 71.8750 (69.8732) acc5: 87.5000 (87.2109) time: 0.0930 data: 0.0024 max mem: 3006 Epoch: [53] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 354.02812859388683 loss: 1.2385 (1.2278) acc1: 68.7500 (69.7702) acc5: 87.5000 (87.1241) time: 0.0982 data: 0.0021 max mem: 3006 Epoch: [53] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 356.9497012071391 loss: 1.2841 (1.2320) acc1: 65.6250 (69.5806) acc5: 87.5000 (87.0847) time: 0.0985 data: 0.0020 max mem: 3006 Epoch: [53] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 307.77176532636236 loss: 1.3669 (1.2341) acc1: 62.5000 (69.4735) acc5: 84.3750 (86.9775) time: 0.0965 data: 0.0039 max mem: 3006 Epoch: [53] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 355.30928738395073 loss: 1.3669 (1.2393) acc1: 65.6250 (69.3536) acc5: 84.3750 (86.9354) time: 0.0991 data: 0.0039 max mem: 3006 Epoch: [53] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 390.3720784131231 loss: 1.2105 (1.2371) acc1: 68.7500 (69.4203) acc5: 87.5000 (86.9902) time: 0.0949 data: 0.0021 max mem: 3006 Epoch: [53] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 289.0829140533462 loss: 1.1906 (1.2350) acc1: 71.8750 (69.4740) acc5: 87.5000 (87.0051) time: 0.0947 data: 0.0050 max mem: 3006 Epoch: [53] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 328.54950112113113 loss: 1.2310 (1.2347) acc1: 71.8750 (69.5157) acc5: 87.5000 (87.0103) time: 0.0965 data: 0.0047 max mem: 3006 Epoch: [53] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 329.5222999680833 loss: 1.2310 (1.2338) acc1: 68.7500 (69.5377) acc5: 87.5000 (86.9893) time: 0.0970 data: 0.0007 max mem: 3006 Epoch: [53] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 867.8524974944231 loss: 1.2145 (1.2329) acc1: 65.6250 (69.4912) acc5: 87.5000 (87.0367) time: 0.0710 data: 0.0003 max mem: 3006 Epoch: [53] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 864.8383829271751 loss: 1.3166 (1.2421) acc1: 65.6250 (69.3241) acc5: 84.3750 (86.9094) time: 0.0402 data: 0.0001 max mem: 3006 Epoch: [53] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 752.1324116165013 loss: 1.3166 (1.2434) acc1: 65.6250 (69.2800) acc5: 84.3750 (86.8480) time: 0.0365 data: 0.0001 max mem: 3006 Epoch: [53] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:17 loss: 1.8199 (1.8199) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 1.9415 data: 1.9299 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.880 Acc@5 82.560 Test: EMA [ 0/40] eta: 0:01:04 loss: 1.4030 (1.4030) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 1.6149 data: 1.6038 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.120 Acc@5 83.470 Epoch: [54] [ 0/391] eta: 0:17:52 lr: 0.010000000000000002 img/s: 763.9854509024881 loss: 0.9445 (0.9445) acc1: 75.0000 (75.0000) acc5: 87.5000 (87.5000) time: 2.7425 data: 2.7006 max mem: 3006 Epoch: [54] [ 10/391] eta: 0:02:06 lr: 0.010000000000000002 img/s: 281.53056888092743 loss: 1.1064 (1.1337) acc1: 75.0000 (71.8750) acc5: 87.5000 (87.2159) time: 0.3309 data: 0.2579 max mem: 3006 Epoch: [54] [ 20/391] eta: 0:01:21 lr: 0.010000000000000002 img/s: 322.15862896644427 loss: 1.2431 (1.2434) acc1: 65.6250 (68.3036) acc5: 87.5000 (87.2024) time: 0.0930 data: 0.0075 max mem: 3006 Epoch: [54] [ 30/391] eta: 0:01:04 lr: 0.010000000000000002 img/s: 357.8767221542293 loss: 1.2600 (1.2485) acc1: 62.5000 (68.5484) acc5: 87.5000 (87.6008) time: 0.0937 data: 0.0015 max mem: 3006 Epoch: [54] [ 40/391] eta: 0:00:56 lr: 0.010000000000000002 img/s: 391.88687585951163 loss: 1.1879 (1.2411) acc1: 68.7500 (69.0549) acc5: 87.5000 (87.2713) time: 0.0996 data: 0.0026 max mem: 3006 Epoch: [54] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 381.8623087384276 loss: 1.1879 (1.2438) acc1: 68.7500 (69.6691) acc5: 87.5000 (87.0711) time: 0.0961 data: 0.0030 max mem: 3006 Epoch: [54] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 519.1271461447717 loss: 1.1521 (1.2296) acc1: 68.7500 (69.7234) acc5: 87.5000 (87.2951) time: 0.0885 data: 0.0026 max mem: 3006 Epoch: [54] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 389.9263769816945 loss: 1.1521 (1.2301) acc1: 71.8750 (70.0264) acc5: 87.5000 (87.1039) time: 0.0974 data: 0.0030 max mem: 3006 Epoch: [54] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 426.55113806100593 loss: 1.2164 (1.2384) acc1: 68.7500 (69.6373) acc5: 87.5000 (87.1142) time: 0.0967 data: 0.0029 max mem: 3006 Epoch: [54] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 302.01397361439575 loss: 1.0812 (1.2188) acc1: 68.7500 (70.0893) acc5: 87.5000 (87.3283) time: 0.0962 data: 0.0019 max mem: 3006 Epoch: [54] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 309.0445246247401 loss: 1.0714 (1.2129) acc1: 75.0000 (70.1423) acc5: 90.6250 (87.6238) time: 0.0940 data: 0.0016 max mem: 3006 Epoch: [54] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 407.6072424244265 loss: 1.0978 (1.2041) acc1: 71.8750 (70.4673) acc5: 90.6250 (87.6971) time: 0.0916 data: 0.0022 max mem: 3006 Epoch: [54] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 269.7507607092181 loss: 1.1928 (1.2024) acc1: 71.8750 (70.5062) acc5: 87.5000 (87.7841) time: 0.0969 data: 0.0020 max mem: 3006 Epoch: [54] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 337.8739609608249 loss: 1.1735 (1.1984) acc1: 71.8750 (70.6823) acc5: 87.5000 (87.7385) time: 0.0935 data: 0.0013 max mem: 3006 Epoch: [54] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 320.0964646175567 loss: 1.2206 (1.2141) acc1: 68.7500 (70.3457) acc5: 87.5000 (87.4557) time: 0.0979 data: 0.0031 max mem: 3006 Epoch: [54] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 644.5462263969727 loss: 1.4133 (1.2235) acc1: 65.6250 (70.1159) acc5: 87.5000 (87.4172) time: 0.0993 data: 0.0056 max mem: 3006 Epoch: [54] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 402.2023152046556 loss: 1.3785 (1.2297) acc1: 65.6250 (69.8952) acc5: 87.5000 (87.4224) time: 0.0960 data: 0.0036 max mem: 3006 Epoch: [54] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 377.9492848916285 loss: 1.2783 (1.2272) acc1: 65.6250 (69.8830) acc5: 87.5000 (87.5548) time: 0.0968 data: 0.0021 max mem: 3006 Epoch: [54] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 434.316601516995 loss: 1.1635 (1.2346) acc1: 68.7500 (69.7169) acc5: 87.5000 (87.4482) time: 0.0980 data: 0.0023 max mem: 3006 Epoch: [54] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 338.6369216873093 loss: 1.2913 (1.2453) acc1: 65.6250 (69.6008) acc5: 84.3750 (87.3364) time: 0.0956 data: 0.0025 max mem: 3006 Epoch: [54] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 281.48628617208243 loss: 1.2236 (1.2444) acc1: 68.7500 (69.4963) acc5: 87.5000 (87.3912) time: 0.0936 data: 0.0031 max mem: 3006 Epoch: [54] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 334.8871040582856 loss: 1.1383 (1.2373) acc1: 71.8750 (69.6831) acc5: 87.5000 (87.3963) time: 0.0949 data: 0.0023 max mem: 3006 Epoch: [54] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 319.29309946973893 loss: 1.0741 (1.2344) acc1: 71.8750 (69.6550) acc5: 87.5000 (87.5141) time: 0.0975 data: 0.0009 max mem: 3006 Epoch: [54] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 344.63935251281316 loss: 1.1786 (1.2324) acc1: 68.7500 (69.7240) acc5: 90.6250 (87.6082) time: 0.0965 data: 0.0033 max mem: 3006 Epoch: [54] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 280.56718090221165 loss: 1.2565 (1.2369) acc1: 68.7500 (69.5928) acc5: 84.3750 (87.4611) time: 0.0932 data: 0.0041 max mem: 3006 Epoch: [54] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 315.6155642352742 loss: 1.1903 (1.2342) acc1: 68.7500 (69.6589) acc5: 84.3750 (87.4875) time: 0.0938 data: 0.0023 max mem: 3006 Epoch: [54] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 331.6745076816246 loss: 1.1318 (1.2363) acc1: 71.8750 (69.6480) acc5: 87.5000 (87.4401) time: 0.0943 data: 0.0026 max mem: 3006 Epoch: [54] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 538.6268354836768 loss: 1.1853 (1.2367) acc1: 68.7500 (69.6149) acc5: 87.5000 (87.4193) time: 0.0982 data: 0.0020 max mem: 3006 Epoch: [54] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 455.3612485156913 loss: 1.2621 (1.2385) acc1: 68.7500 (69.5618) acc5: 87.5000 (87.3777) time: 0.0962 data: 0.0019 max mem: 3006 Epoch: [54] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 487.93848860839563 loss: 1.3384 (1.2416) acc1: 65.6250 (69.5017) acc5: 87.5000 (87.2960) time: 0.0993 data: 0.0024 max mem: 3006 Epoch: [54] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 353.30496035715413 loss: 1.2407 (1.2396) acc1: 71.8750 (69.5702) acc5: 87.5000 (87.3547) time: 0.0958 data: 0.0044 max mem: 3006 Epoch: [54] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 287.5629962591753 loss: 1.1878 (1.2397) acc1: 71.8750 (69.5639) acc5: 87.5000 (87.3694) time: 0.0950 data: 0.0050 max mem: 3006 Epoch: [54] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 286.86357185603146 loss: 1.1756 (1.2398) acc1: 65.6250 (69.4315) acc5: 87.5000 (87.3734) time: 0.0999 data: 0.0018 max mem: 3006 Epoch: [54] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 411.5984531830267 loss: 1.1700 (1.2386) acc1: 68.7500 (69.4581) acc5: 87.5000 (87.3584) time: 0.0928 data: 0.0017 max mem: 3006 Epoch: [54] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 345.20221496930367 loss: 1.1451 (1.2346) acc1: 68.7500 (69.5381) acc5: 87.5000 (87.3809) time: 0.0999 data: 0.0025 max mem: 3006 Epoch: [54] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 472.6958346980535 loss: 1.2273 (1.2389) acc1: 68.7500 (69.4177) acc5: 87.5000 (87.3130) time: 0.0925 data: 0.0012 max mem: 3006 Epoch: [54] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 398.5359095187617 loss: 1.2753 (1.2403) acc1: 65.6250 (69.3733) acc5: 84.3750 (87.3096) time: 0.0919 data: 0.0007 max mem: 3006 Epoch: [54] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 864.5097228394942 loss: 1.2530 (1.2403) acc1: 68.7500 (69.3817) acc5: 87.5000 (87.2642) time: 0.0776 data: 0.0006 max mem: 3006 Epoch: [54] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 875.2207521209236 loss: 1.2270 (1.2393) acc1: 68.7500 (69.3980) acc5: 87.5000 (87.2539) time: 0.0411 data: 0.0001 max mem: 3006 Epoch: [54] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 752.9763208444788 loss: 1.2570 (1.2411) acc1: 68.7500 (69.3200) acc5: 87.5000 (87.2160) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [54] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:56 loss: 1.6764 (1.6764) acc1: 71.8750 (71.8750) acc5: 81.2500 (81.2500) time: 2.9064 data: 2.8942 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.040 Acc@5 82.220 Test: EMA [ 0/40] eta: 0:01:31 loss: 1.4117 (1.4117) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 2.2959 data: 2.2849 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.190 Acc@5 83.460 Epoch: [55] [ 0/391] eta: 0:17:13 lr: 0.010000000000000002 img/s: 818.5455232937531 loss: 1.1513 (1.1513) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 2.6435 data: 2.6044 max mem: 3006 Epoch: [55] [ 10/391] eta: 0:01:57 lr: 0.010000000000000002 img/s: 468.21063207063395 loss: 1.2739 (1.3016) acc1: 68.7500 (69.3182) acc5: 84.3750 (84.3750) time: 0.3097 data: 0.2470 max mem: 3006 Epoch: [55] [ 20/391] eta: 0:01:19 lr: 0.010000000000000002 img/s: 404.90323125609007 loss: 1.1851 (1.2300) acc1: 68.7500 (70.3869) acc5: 84.3750 (85.8631) time: 0.0928 data: 0.0058 max mem: 3006 Epoch: [55] [ 30/391] eta: 0:01:02 lr: 0.010000000000000002 img/s: 351.7761510498161 loss: 1.1493 (1.1988) acc1: 71.8750 (70.4637) acc5: 87.5000 (86.7944) time: 0.0972 data: 0.0010 max mem: 3006 Epoch: [55] [ 40/391] eta: 0:00:54 lr: 0.010000000000000002 img/s: 340.65931968507135 loss: 1.2483 (1.2233) acc1: 68.7500 (69.8933) acc5: 87.5000 (86.2805) time: 0.0932 data: 0.0039 max mem: 3006 Epoch: [55] [ 50/391] eta: 0:00:48 lr: 0.010000000000000002 img/s: 355.8896410550124 loss: 1.3041 (1.2473) acc1: 68.7500 (69.7304) acc5: 84.3750 (85.9681) time: 0.0978 data: 0.0038 max mem: 3006 Epoch: [55] [ 60/391] eta: 0:00:44 lr: 0.010000000000000002 img/s: 319.43748348878665 loss: 1.1816 (1.2313) acc1: 71.8750 (70.0307) acc5: 87.5000 (86.4242) time: 0.0948 data: 0.0019 max mem: 3006 Epoch: [55] [ 70/391] eta: 0:00:41 lr: 0.010000000000000002 img/s: 412.58535115843705 loss: 1.1575 (1.2384) acc1: 68.7500 (69.5863) acc5: 87.5000 (86.3996) time: 0.0924 data: 0.0023 max mem: 3006 Epoch: [55] [ 80/391] eta: 0:00:38 lr: 0.010000000000000002 img/s: 350.06319084009283 loss: 1.2111 (1.2309) acc1: 65.6250 (69.7145) acc5: 87.5000 (86.4583) time: 0.0902 data: 0.0017 max mem: 3006 Epoch: [55] [ 90/391] eta: 0:00:36 lr: 0.010000000000000002 img/s: 242.97551014496952 loss: 1.1792 (1.2296) acc1: 68.7500 (69.5742) acc5: 87.5000 (86.6415) time: 0.0955 data: 0.0037 max mem: 3006 Epoch: [55] [100/391] eta: 0:00:34 lr: 0.010000000000000002 img/s: 409.48253369699853 loss: 1.1667 (1.2155) acc1: 68.7500 (69.6163) acc5: 87.5000 (86.7884) time: 0.0958 data: 0.0081 max mem: 3006 Epoch: [55] [110/391] eta: 0:00:32 lr: 0.010000000000000002 img/s: 317.2148527698275 loss: 1.1667 (1.2216) acc1: 68.7500 (69.3694) acc5: 87.5000 (86.7117) time: 0.0939 data: 0.0066 max mem: 3006 Epoch: [55] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 351.11908480420243 loss: 1.2450 (1.2194) acc1: 68.7500 (69.4473) acc5: 84.3750 (86.6219) time: 0.0935 data: 0.0036 max mem: 3006 Epoch: [55] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 345.20576638674913 loss: 1.2139 (1.2156) acc1: 68.7500 (69.6326) acc5: 84.3750 (86.6174) time: 0.0931 data: 0.0045 max mem: 3006 Epoch: [55] [140/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 343.3697158236203 loss: 1.0683 (1.2049) acc1: 71.8750 (69.8803) acc5: 87.5000 (86.7465) time: 0.0914 data: 0.0041 max mem: 3006 Epoch: [55] [150/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 274.8634117471181 loss: 1.1637 (1.2056) acc1: 68.7500 (69.8055) acc5: 87.5000 (86.7964) time: 0.0964 data: 0.0019 max mem: 3006 Epoch: [55] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 373.97908557194245 loss: 1.2663 (1.2072) acc1: 68.7500 (69.9146) acc5: 87.5000 (86.7624) time: 0.0988 data: 0.0011 max mem: 3006 Epoch: [55] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 557.4358348181097 loss: 1.1552 (1.2051) acc1: 68.7500 (70.0292) acc5: 87.5000 (86.7507) time: 0.0921 data: 0.0025 max mem: 3006 Epoch: [55] [180/391] eta: 0:00:22 lr: 0.010000000000000002 img/s: 345.67430552336214 loss: 1.2071 (1.2076) acc1: 71.8750 (70.1140) acc5: 84.3750 (86.7921) time: 0.0943 data: 0.0032 max mem: 3006 Epoch: [55] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 306.85141162726364 loss: 1.1952 (1.2052) acc1: 68.7500 (70.0262) acc5: 87.5000 (86.9110) time: 0.1003 data: 0.0020 max mem: 3006 Epoch: [55] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 340.174089356137 loss: 1.1241 (1.2038) acc1: 71.8750 (70.1182) acc5: 90.6250 (87.0336) time: 0.0968 data: 0.0010 max mem: 3006 Epoch: [55] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 211.97203981136664 loss: 1.1360 (1.2086) acc1: 68.7500 (69.9052) acc5: 87.5000 (87.0409) time: 0.0969 data: 0.0015 max mem: 3006 Epoch: [55] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 500.01575102355577 loss: 1.1552 (1.2084) acc1: 68.7500 (69.9519) acc5: 87.5000 (87.0758) time: 0.0980 data: 0.0035 max mem: 3006 Epoch: [55] [230/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 453.4290791402877 loss: 1.2236 (1.2137) acc1: 68.7500 (69.9134) acc5: 84.3750 (86.9318) time: 0.0919 data: 0.0029 max mem: 3006 Epoch: [55] [240/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 411.61233815222124 loss: 1.3212 (1.2212) acc1: 68.7500 (69.6706) acc5: 84.3750 (86.7998) time: 0.0968 data: 0.0024 max mem: 3006 Epoch: [55] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 369.6154744332577 loss: 1.3316 (1.2228) acc1: 65.6250 (69.5842) acc5: 84.3750 (86.7903) time: 0.0982 data: 0.0034 max mem: 3006 Epoch: [55] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 314.55928378077505 loss: 1.2028 (1.2206) acc1: 68.7500 (69.5761) acc5: 87.5000 (86.8774) time: 0.0958 data: 0.0038 max mem: 3006 Epoch: [55] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 311.32047392397544 loss: 1.1683 (1.2215) acc1: 68.7500 (69.5803) acc5: 87.5000 (86.9119) time: 0.0963 data: 0.0023 max mem: 3006 Epoch: [55] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 357.1919373639417 loss: 1.2293 (1.2268) acc1: 65.6250 (69.4061) acc5: 87.5000 (86.8105) time: 0.0948 data: 0.0025 max mem: 3006 Epoch: [55] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 296.02302587322976 loss: 1.2974 (1.2310) acc1: 62.5000 (69.2869) acc5: 84.3750 (86.7375) time: 0.0925 data: 0.0048 max mem: 3006 Epoch: [55] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 317.2433445606571 loss: 1.3921 (1.2341) acc1: 65.6250 (69.2172) acc5: 84.3750 (86.6798) time: 0.0948 data: 0.0040 max mem: 3006 Epoch: [55] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 419.2312651490542 loss: 1.2585 (1.2314) acc1: 68.7500 (69.3127) acc5: 84.3750 (86.7062) time: 0.0951 data: 0.0019 max mem: 3006 Epoch: [55] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 390.26084124704147 loss: 1.2777 (1.2328) acc1: 68.7500 (69.3146) acc5: 87.5000 (86.7407) time: 0.0984 data: 0.0021 max mem: 3006 Epoch: [55] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 380.0597708049577 loss: 1.2888 (1.2318) acc1: 68.7500 (69.3259) acc5: 87.5000 (86.7353) time: 0.0976 data: 0.0037 max mem: 3006 Epoch: [55] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 409.73629533749937 loss: 1.2661 (1.2337) acc1: 71.8750 (69.3273) acc5: 84.3750 (86.6752) time: 0.0928 data: 0.0028 max mem: 3006 Epoch: [55] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 412.68937695824764 loss: 1.1635 (1.2333) acc1: 68.7500 (69.2308) acc5: 87.5000 (86.7076) time: 0.0978 data: 0.0013 max mem: 3006 Epoch: [55] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 373.9686654537045 loss: 1.1470 (1.2304) acc1: 71.8750 (69.2867) acc5: 87.5000 (86.7902) time: 0.0970 data: 0.0016 max mem: 3006 Epoch: [55] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 875.1522707266978 loss: 1.1229 (1.2284) acc1: 71.8750 (69.3396) acc5: 90.6250 (86.8683) time: 0.0700 data: 0.0011 max mem: 3006 Epoch: [55] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 869.544864402607 loss: 1.1479 (1.2270) acc1: 68.7500 (69.3488) acc5: 87.5000 (86.8930) time: 0.0412 data: 0.0001 max mem: 3006 Epoch: [55] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 753.605418953761 loss: 1.2492 (1.2306) acc1: 68.7500 (69.2400) acc5: 84.3750 (86.8720) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [55] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:46 loss: 1.6964 (1.6964) acc1: 62.5000 (62.5000) acc5: 87.5000 (87.5000) time: 2.6672 data: 2.6500 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.810 Acc@5 82.420 Test: EMA [ 0/40] eta: 0:01:32 loss: 1.4166 (1.4166) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 2.3144 data: 2.2872 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.150 Acc@5 83.480 Epoch: [56] [ 0/391] eta: 0:17:50 lr: 0.010000000000000002 img/s: 737.8898039517521 loss: 1.1445 (1.1445) acc1: 68.7500 (68.7500) acc5: 90.6250 (90.6250) time: 2.7386 data: 2.6952 max mem: 3006 Epoch: [56] [ 10/391] eta: 0:02:01 lr: 0.010000000000000002 img/s: 262.21569960536084 loss: 1.0851 (1.1464) acc1: 71.8750 (71.8750) acc5: 90.6250 (87.2159) time: 0.3197 data: 0.2515 max mem: 3006 Epoch: [56] [ 20/391] eta: 0:01:19 lr: 0.010000000000000002 img/s: 327.8929382851168 loss: 1.1566 (1.1738) acc1: 71.8750 (70.8333) acc5: 87.5000 (87.6488) time: 0.0893 data: 0.0049 max mem: 3006 Epoch: [56] [ 30/391] eta: 0:01:03 lr: 0.010000000000000002 img/s: 336.0601723645796 loss: 1.3256 (1.2403) acc1: 68.7500 (69.7581) acc5: 84.3750 (86.4919) time: 0.0983 data: 0.0020 max mem: 3006 Epoch: [56] [ 40/391] eta: 0:00:55 lr: 0.010000000000000002 img/s: 414.70278821435636 loss: 1.3294 (1.2491) acc1: 65.6250 (69.8171) acc5: 84.3750 (86.9665) time: 0.0974 data: 0.0018 max mem: 3006 Epoch: [56] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 436.3356805222333 loss: 1.2582 (1.2585) acc1: 68.7500 (69.9755) acc5: 87.5000 (86.7647) time: 0.0962 data: 0.0024 max mem: 3006 Epoch: [56] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 409.8088564423397 loss: 1.0942 (1.2292) acc1: 75.0000 (70.8504) acc5: 90.6250 (87.2951) time: 0.0935 data: 0.0022 max mem: 3006 Epoch: [56] [ 70/391] eta: 0:00:42 lr: 0.010000000000000002 img/s: 322.0133202817604 loss: 1.0517 (1.2300) acc1: 71.8750 (70.5986) acc5: 90.6250 (87.2359) time: 0.0943 data: 0.0022 max mem: 3006 Epoch: [56] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 380.74763057039354 loss: 1.1761 (1.2219) acc1: 68.7500 (70.5247) acc5: 87.5000 (87.3071) time: 0.0941 data: 0.0022 max mem: 3006 Epoch: [56] [ 90/391] eta: 0:00:36 lr: 0.010000000000000002 img/s: 557.2992741948879 loss: 1.2293 (1.2307) acc1: 68.7500 (70.1236) acc5: 87.5000 (87.1566) time: 0.0929 data: 0.0036 max mem: 3006 Epoch: [56] [100/391] eta: 0:00:34 lr: 0.010000000000000002 img/s: 418.61279688109164 loss: 1.1328 (1.2242) acc1: 68.7500 (69.9876) acc5: 87.5000 (87.3144) time: 0.0948 data: 0.0050 max mem: 3006 Epoch: [56] [110/391] eta: 0:00:32 lr: 0.010000000000000002 img/s: 350.73647020701696 loss: 1.1328 (1.2221) acc1: 68.7500 (70.2703) acc5: 87.5000 (87.1903) time: 0.0931 data: 0.0040 max mem: 3006 Epoch: [56] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 391.0864122706823 loss: 1.2419 (1.2226) acc1: 68.7500 (70.3254) acc5: 87.5000 (87.1643) time: 0.0940 data: 0.0038 max mem: 3006 Epoch: [56] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 393.08509959085893 loss: 1.2499 (1.2301) acc1: 68.7500 (70.3006) acc5: 84.3750 (86.9752) time: 0.0952 data: 0.0036 max mem: 3006 Epoch: [56] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 323.46921423269356 loss: 1.4586 (1.2420) acc1: 65.6250 (69.8803) acc5: 84.3750 (86.6356) time: 0.0951 data: 0.0039 max mem: 3006 Epoch: [56] [150/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 263.24221360990384 loss: 1.3647 (1.2397) acc1: 62.5000 (69.9089) acc5: 84.3750 (86.5273) time: 0.0976 data: 0.0038 max mem: 3006 Epoch: [56] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 361.1080625156383 loss: 1.2315 (1.2401) acc1: 68.7500 (69.8758) acc5: 84.3750 (86.6071) time: 0.0938 data: 0.0049 max mem: 3006 Epoch: [56] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 272.48734278724635 loss: 1.2391 (1.2467) acc1: 68.7500 (69.6637) acc5: 87.5000 (86.6045) time: 0.0947 data: 0.0040 max mem: 3006 Epoch: [56] [180/391] eta: 0:00:22 lr: 0.010000000000000002 img/s: 333.19281173120703 loss: 1.1547 (1.2376) acc1: 68.7500 (69.8204) acc5: 87.5000 (86.6540) time: 0.0962 data: 0.0026 max mem: 3006 Epoch: [56] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 276.29721701288463 loss: 1.0496 (1.2267) acc1: 71.8750 (69.9280) acc5: 90.6250 (86.8455) time: 0.0969 data: 0.0024 max mem: 3006 Epoch: [56] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 478.21156819849926 loss: 1.1225 (1.2293) acc1: 71.8750 (69.9160) acc5: 90.6250 (86.8626) time: 0.0953 data: 0.0012 max mem: 3006 Epoch: [56] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 358.7874692250733 loss: 1.1598 (1.2250) acc1: 68.7500 (69.8312) acc5: 87.5000 (86.9816) time: 0.0952 data: 0.0012 max mem: 3006 Epoch: [56] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 416.29001222031303 loss: 1.1598 (1.2300) acc1: 68.7500 (69.7681) acc5: 87.5000 (87.0051) time: 0.0952 data: 0.0016 max mem: 3006 Epoch: [56] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 207.6937556191381 loss: 1.1534 (1.2214) acc1: 75.0000 (70.0216) acc5: 84.3750 (87.0265) time: 0.0980 data: 0.0027 max mem: 3006 Epoch: [56] [240/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 389.7361584988719 loss: 1.1534 (1.2249) acc1: 71.8750 (69.9559) acc5: 84.3750 (86.8906) time: 0.0975 data: 0.0016 max mem: 3006 Epoch: [56] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 374.35772938236346 loss: 1.1109 (1.2174) acc1: 71.8750 (70.1071) acc5: 87.5000 (87.0642) time: 0.0973 data: 0.0007 max mem: 3006 Epoch: [56] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 352.8943717890065 loss: 1.1316 (1.2196) acc1: 71.8750 (70.1509) acc5: 87.5000 (87.0330) time: 0.1017 data: 0.0015 max mem: 3006 Epoch: [56] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 337.8739609608249 loss: 1.2626 (1.2238) acc1: 71.8750 (70.0876) acc5: 87.5000 (87.0503) time: 0.0965 data: 0.0025 max mem: 3006 Epoch: [56] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 400.37266132111495 loss: 1.1779 (1.2202) acc1: 68.7500 (70.0845) acc5: 87.5000 (87.1441) time: 0.0942 data: 0.0025 max mem: 3006 Epoch: [56] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 379.89948428805144 loss: 1.2669 (1.2305) acc1: 65.6250 (69.8991) acc5: 84.3750 (86.9631) time: 0.0974 data: 0.0013 max mem: 3006 Epoch: [56] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 238.94105059647262 loss: 1.4462 (1.2330) acc1: 65.6250 (69.8505) acc5: 84.3750 (86.9498) time: 0.0982 data: 0.0020 max mem: 3006 Epoch: [56] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 330.3016077312852 loss: 1.2625 (1.2323) acc1: 68.7500 (69.8252) acc5: 87.5000 (86.8871) time: 0.0930 data: 0.0035 max mem: 3006 Epoch: [56] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 492.42104876966033 loss: 1.1274 (1.2310) acc1: 68.7500 (69.8890) acc5: 87.5000 (86.9159) time: 0.0910 data: 0.0033 max mem: 3006 Epoch: [56] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 409.558754153787 loss: 1.1325 (1.2305) acc1: 71.8750 (69.8735) acc5: 87.5000 (86.9241) time: 0.0982 data: 0.0030 max mem: 3006 Epoch: [56] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 333.63094652169804 loss: 1.1588 (1.2316) acc1: 71.8750 (69.9139) acc5: 87.5000 (86.8860) time: 0.0997 data: 0.0025 max mem: 3006 Epoch: [56] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 299.22445558151566 loss: 1.2745 (1.2330) acc1: 68.7500 (69.8540) acc5: 84.3750 (86.8679) time: 0.0961 data: 0.0018 max mem: 3006 Epoch: [56] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 439.0303617106184 loss: 1.2608 (1.2327) acc1: 68.7500 (69.8407) acc5: 87.5000 (86.8767) time: 0.0928 data: 0.0012 max mem: 3006 Epoch: [56] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 868.700667943872 loss: 1.2154 (1.2333) acc1: 68.7500 (69.7692) acc5: 87.5000 (86.8598) time: 0.0676 data: 0.0005 max mem: 3006 Epoch: [56] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 875.4433906883911 loss: 1.2307 (1.2347) acc1: 65.6250 (69.7753) acc5: 87.5000 (86.8274) time: 0.0420 data: 0.0001 max mem: 3006 Epoch: [56] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 753.064196134407 loss: 1.2484 (1.2355) acc1: 65.6250 (69.7200) acc5: 84.3750 (86.8240) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [56] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:05 loss: 1.8341 (1.8341) acc1: 62.5000 (62.5000) acc5: 81.2500 (81.2500) time: 1.6424 data: 1.6240 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.800 Acc@5 82.450 Test: EMA [ 0/40] eta: 0:01:12 loss: 1.4346 (1.4346) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 1.8108 data: 1.7999 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.190 Acc@5 83.510 Epoch: [57] [ 0/391] eta: 0:20:57 lr: 0.010000000000000002 img/s: 867.4710805762556 loss: 1.1774 (1.1774) acc1: 65.6250 (65.6250) acc5: 81.2500 (81.2500) time: 3.2151 data: 3.1782 max mem: 3006 Epoch: [57] [ 10/391] eta: 0:02:16 lr: 0.010000000000000002 img/s: 329.50692928811844 loss: 1.1774 (1.1426) acc1: 71.8750 (73.0114) acc5: 90.6250 (88.0682) time: 0.3589 data: 0.2945 max mem: 3006 Epoch: [57] [ 20/391] eta: 0:01:27 lr: 0.010000000000000002 img/s: 391.3213017440945 loss: 1.1817 (1.1559) acc1: 71.8750 (71.4286) acc5: 87.5000 (87.6488) time: 0.0865 data: 0.0035 max mem: 3006 Epoch: [57] [ 30/391] eta: 0:01:08 lr: 0.010000000000000002 img/s: 410.8513110609094 loss: 0.9953 (1.0943) acc1: 75.0000 (73.7903) acc5: 87.5000 (88.6089) time: 0.0951 data: 0.0025 max mem: 3006 Epoch: [57] [ 40/391] eta: 0:00:58 lr: 0.010000000000000002 img/s: 407.9591000553195 loss: 1.0899 (1.1269) acc1: 71.8750 (72.7896) acc5: 87.5000 (88.1098) time: 0.0931 data: 0.0027 max mem: 3006 Epoch: [57] [ 50/391] eta: 0:00:51 lr: 0.010000000000000002 img/s: 362.10567664618964 loss: 1.2438 (1.1590) acc1: 68.7500 (71.9363) acc5: 84.3750 (87.9902) time: 0.0950 data: 0.0040 max mem: 3006 Epoch: [57] [ 60/391] eta: 0:00:47 lr: 0.010000000000000002 img/s: 290.75371084441747 loss: 1.0984 (1.1593) acc1: 68.7500 (71.7213) acc5: 87.5000 (87.9098) time: 0.0952 data: 0.0041 max mem: 3006 Epoch: [57] [ 70/391] eta: 0:00:43 lr: 0.010000000000000002 img/s: 333.01507053925434 loss: 1.0532 (1.1531) acc1: 71.8750 (71.6109) acc5: 87.5000 (87.8961) time: 0.0943 data: 0.0022 max mem: 3006 Epoch: [57] [ 80/391] eta: 0:00:40 lr: 0.010000000000000002 img/s: 364.9948412536542 loss: 1.1170 (1.1661) acc1: 71.8750 (71.6049) acc5: 87.5000 (87.7701) time: 0.0958 data: 0.0027 max mem: 3006 Epoch: [57] [ 90/391] eta: 0:00:38 lr: 0.010000000000000002 img/s: 309.98526032320126 loss: 1.2354 (1.1821) acc1: 68.7500 (71.0852) acc5: 87.5000 (87.4313) time: 0.0965 data: 0.0026 max mem: 3006 Epoch: [57] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 293.9213787515466 loss: 1.2777 (1.1887) acc1: 68.7500 (71.0705) acc5: 84.3750 (87.2834) time: 0.0925 data: 0.0025 max mem: 3006 Epoch: [57] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 393.2348169004181 loss: 1.2729 (1.1982) acc1: 68.7500 (70.8615) acc5: 84.3750 (86.8806) time: 0.0900 data: 0.0018 max mem: 3006 Epoch: [57] [120/391] eta: 0:00:32 lr: 0.010000000000000002 img/s: 382.3986734627011 loss: 1.2238 (1.1943) acc1: 68.7500 (71.0227) acc5: 84.3750 (86.8802) time: 0.0953 data: 0.0015 max mem: 3006 Epoch: [57] [130/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 406.99294982397305 loss: 1.2982 (1.2079) acc1: 65.6250 (70.5391) acc5: 87.5000 (86.8321) time: 0.0939 data: 0.0017 max mem: 3006 Epoch: [57] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 274.7109530105735 loss: 1.2641 (1.2094) acc1: 65.6250 (70.3901) acc5: 87.5000 (86.8794) time: 0.0913 data: 0.0017 max mem: 3006 Epoch: [57] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 490.9189359219608 loss: 1.2641 (1.2121) acc1: 71.8750 (70.2608) acc5: 84.3750 (86.8171) time: 0.0957 data: 0.0019 max mem: 3006 Epoch: [57] [160/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 322.9096718160187 loss: 1.3149 (1.2134) acc1: 65.6250 (69.9922) acc5: 84.3750 (86.7818) time: 0.0986 data: 0.0020 max mem: 3006 Epoch: [57] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 333.5364306872627 loss: 1.2129 (1.2166) acc1: 65.6250 (69.9013) acc5: 84.3750 (86.8056) time: 0.0956 data: 0.0018 max mem: 3006 Epoch: [57] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 385.08668470386385 loss: 1.2662 (1.2207) acc1: 65.6250 (69.6996) acc5: 84.3750 (86.8094) time: 0.0955 data: 0.0027 max mem: 3006 Epoch: [57] [190/391] eta: 0:00:22 lr: 0.010000000000000002 img/s: 324.56117000696435 loss: 1.1172 (1.2113) acc1: 68.7500 (69.9116) acc5: 87.5000 (86.9764) time: 0.0976 data: 0.0028 max mem: 3006 Epoch: [57] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 308.67138888377826 loss: 1.1120 (1.2107) acc1: 68.7500 (69.7606) acc5: 87.5000 (87.0025) time: 0.0942 data: 0.0021 max mem: 3006 Epoch: [57] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 321.17264697929403 loss: 1.1261 (1.2078) acc1: 65.6250 (69.8312) acc5: 87.5000 (87.0409) time: 0.0953 data: 0.0031 max mem: 3006 Epoch: [57] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 328.80947982939443 loss: 1.1117 (1.2053) acc1: 71.8750 (69.8388) acc5: 87.5000 (87.0899) time: 0.0962 data: 0.0030 max mem: 3006 Epoch: [57] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 561.9825398088171 loss: 1.0618 (1.2032) acc1: 71.8750 (69.8999) acc5: 90.6250 (87.1618) time: 0.0966 data: 0.0028 max mem: 3006 Epoch: [57] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 362.6535818794431 loss: 1.0618 (1.2034) acc1: 71.8750 (69.9429) acc5: 87.5000 (87.1629) time: 0.0968 data: 0.0023 max mem: 3006 Epoch: [57] [250/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 348.64192553763513 loss: 1.1439 (1.2017) acc1: 71.8750 (69.9701) acc5: 87.5000 (87.1638) time: 0.0972 data: 0.0015 max mem: 3006 Epoch: [57] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 250.4552720215714 loss: 1.1439 (1.2011) acc1: 68.7500 (69.9832) acc5: 87.5000 (87.1648) time: 0.0961 data: 0.0013 max mem: 3006 Epoch: [57] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 462.6697828979572 loss: 1.1840 (1.2075) acc1: 68.7500 (69.7648) acc5: 87.5000 (87.1195) time: 0.0986 data: 0.0011 max mem: 3006 Epoch: [57] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 317.8180199379603 loss: 1.3063 (1.2119) acc1: 65.6250 (69.7175) acc5: 84.3750 (87.0552) time: 0.0928 data: 0.0021 max mem: 3006 Epoch: [57] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 367.6654084053318 loss: 1.2440 (1.2106) acc1: 68.7500 (69.7272) acc5: 87.5000 (87.0919) time: 0.0930 data: 0.0022 max mem: 3006 Epoch: [57] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 495.61584875004615 loss: 1.0415 (1.2036) acc1: 71.8750 (69.9128) acc5: 90.6250 (87.2301) time: 0.0962 data: 0.0016 max mem: 3006 Epoch: [57] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 587.0495602083707 loss: 1.0415 (1.2052) acc1: 71.8750 (69.8051) acc5: 90.6250 (87.2086) time: 0.0906 data: 0.0015 max mem: 3006 Epoch: [57] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 358.08391183014874 loss: 1.1394 (1.2031) acc1: 68.7500 (69.8209) acc5: 87.5000 (87.2664) time: 0.0978 data: 0.0026 max mem: 3006 Epoch: [57] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 293.28810329719795 loss: 1.1084 (1.2000) acc1: 68.7500 (69.8735) acc5: 87.5000 (87.3395) time: 0.0986 data: 0.0031 max mem: 3006 Epoch: [57] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 418.1328814023982 loss: 1.0863 (1.1954) acc1: 71.8750 (69.9047) acc5: 90.6250 (87.4633) time: 0.0969 data: 0.0031 max mem: 3006 Epoch: [57] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 403.6198535492505 loss: 1.1205 (1.1930) acc1: 68.7500 (69.8540) acc5: 90.6250 (87.5089) time: 0.0974 data: 0.0034 max mem: 3006 Epoch: [57] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 495.2135483156846 loss: 1.2111 (1.1945) acc1: 65.6250 (69.7715) acc5: 87.5000 (87.4740) time: 0.0916 data: 0.0027 max mem: 3006 Epoch: [57] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 871.9230314487472 loss: 1.2003 (1.1934) acc1: 65.6250 (69.7608) acc5: 87.5000 (87.5253) time: 0.0687 data: 0.0012 max mem: 3006 Epoch: [57] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 864.5932568056791 loss: 1.1549 (1.1945) acc1: 68.7500 (69.7096) acc5: 87.5000 (87.4672) time: 0.0425 data: 0.0001 max mem: 3006 Epoch: [57] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 752.0043030031376 loss: 1.1036 (1.1924) acc1: 65.6250 (69.7200) acc5: 87.5000 (87.5040) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [57] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:16 loss: 1.6134 (1.6134) acc1: 68.7500 (68.7500) acc5: 81.2500 (81.2500) time: 1.9078 data: 1.8935 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.770 Acc@5 82.500 Test: EMA [ 0/40] eta: 0:01:19 loss: 1.4365 (1.4365) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 1.9787 data: 1.9676 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.250 Acc@5 83.600 Epoch: [58] [ 0/391] eta: 0:17:52 lr: 0.010000000000000002 img/s: 849.237419722231 loss: 0.7986 (0.7986) acc1: 84.3750 (84.3750) acc5: 90.6250 (90.6250) time: 2.7438 data: 2.7061 max mem: 3006 Epoch: [58] [ 10/391] eta: 0:02:06 lr: 0.010000000000000002 img/s: 196.99978717439518 loss: 1.2057 (1.1925) acc1: 68.7500 (69.8864) acc5: 87.5000 (86.3636) time: 0.3326 data: 0.2476 max mem: 3006 Epoch: [58] [ 20/391] eta: 0:01:20 lr: 0.010000000000000002 img/s: 257.919064081155 loss: 1.2057 (1.2516) acc1: 68.7500 (67.8571) acc5: 84.3750 (85.4167) time: 0.0899 data: 0.0014 max mem: 3006 Epoch: [58] [ 30/391] eta: 0:01:04 lr: 0.010000000000000002 img/s: 325.39208688906126 loss: 1.2324 (1.2810) acc1: 68.7500 (67.7419) acc5: 84.3750 (84.7782) time: 0.0959 data: 0.0018 max mem: 3006 Epoch: [58] [ 40/391] eta: 0:00:54 lr: 0.010000000000000002 img/s: 389.03238223324945 loss: 1.2977 (1.2804) acc1: 68.7500 (67.9116) acc5: 84.3750 (85.1372) time: 0.0935 data: 0.0024 max mem: 3006 Epoch: [58] [ 50/391] eta: 0:00:49 lr: 0.010000000000000002 img/s: 299.7195870579329 loss: 1.1436 (1.2396) acc1: 71.8750 (69.3627) acc5: 87.5000 (86.0294) time: 0.0927 data: 0.0013 max mem: 3006 Epoch: [58] [ 60/391] eta: 0:00:45 lr: 0.010000000000000002 img/s: 307.82046942154824 loss: 1.1400 (1.2260) acc1: 71.8750 (69.4160) acc5: 87.5000 (86.4242) time: 0.0965 data: 0.0015 max mem: 3006 Epoch: [58] [ 70/391] eta: 0:00:41 lr: 0.010000000000000002 img/s: 366.22979930965795 loss: 1.1258 (1.2113) acc1: 68.7500 (69.8063) acc5: 87.5000 (86.6637) time: 0.0912 data: 0.0023 max mem: 3006 Epoch: [58] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 313.30367534635093 loss: 1.1020 (1.2007) acc1: 71.8750 (70.1775) acc5: 87.5000 (86.8441) time: 0.0963 data: 0.0032 max mem: 3006 Epoch: [58] [ 90/391] eta: 0:00:36 lr: 0.010000000000000002 img/s: 312.8742351095498 loss: 1.1379 (1.1914) acc1: 71.8750 (70.1923) acc5: 90.6250 (87.1909) time: 0.0932 data: 0.0029 max mem: 3006 Epoch: [58] [100/391] eta: 0:00:34 lr: 0.010000000000000002 img/s: 363.3703099068953 loss: 1.1835 (1.1914) acc1: 71.8750 (70.3589) acc5: 90.6250 (87.1597) time: 0.0930 data: 0.0009 max mem: 3006 Epoch: [58] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 281.3287527379817 loss: 1.0896 (1.1814) acc1: 71.8750 (70.4955) acc5: 87.5000 (87.3592) time: 0.0966 data: 0.0009 max mem: 3006 Epoch: [58] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 313.55985468817534 loss: 1.1287 (1.1862) acc1: 71.8750 (70.4545) acc5: 87.5000 (87.1643) time: 0.0916 data: 0.0013 max mem: 3006 Epoch: [58] [130/391] eta: 0:00:29 lr: 0.010000000000000002 img/s: 353.3644912960603 loss: 1.1975 (1.1855) acc1: 71.8750 (70.4676) acc5: 84.3750 (87.1899) time: 0.0930 data: 0.0030 max mem: 3006 Epoch: [58] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 258.61930178157843 loss: 1.1087 (1.1767) acc1: 71.8750 (70.6339) acc5: 90.6250 (87.4557) time: 0.0973 data: 0.0059 max mem: 3006 Epoch: [58] [150/391] eta: 0:00:26 lr: 0.010000000000000002 img/s: 342.23937782877545 loss: 1.1448 (1.1824) acc1: 71.8750 (70.6126) acc5: 90.6250 (87.3137) time: 0.0999 data: 0.0046 max mem: 3006 Epoch: [58] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 339.3080950442787 loss: 1.1581 (1.1794) acc1: 71.8750 (70.7880) acc5: 84.3750 (87.3059) time: 0.0975 data: 0.0025 max mem: 3006 Epoch: [58] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 391.13085999539567 loss: 1.0917 (1.1726) acc1: 71.8750 (70.9795) acc5: 87.5000 (87.5183) time: 0.0925 data: 0.0017 max mem: 3006 Epoch: [58] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 313.66171074955713 loss: 1.1346 (1.1704) acc1: 71.8750 (70.9945) acc5: 90.6250 (87.5863) time: 0.0942 data: 0.0017 max mem: 3006 Epoch: [58] [190/391] eta: 0:00:21 lr: 0.010000000000000002 img/s: 352.62271988061804 loss: 1.1082 (1.1717) acc1: 71.8750 (70.9915) acc5: 87.5000 (87.5982) time: 0.0949 data: 0.0028 max mem: 3006 Epoch: [58] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 355.85378515315335 loss: 1.1938 (1.1758) acc1: 65.6250 (70.8178) acc5: 87.5000 (87.5466) time: 0.0951 data: 0.0022 max mem: 3006 Epoch: [58] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 254.8765341369809 loss: 1.1938 (1.1699) acc1: 68.7500 (70.9864) acc5: 87.5000 (87.6185) time: 0.0978 data: 0.0014 max mem: 3006 Epoch: [58] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 401.8928028170701 loss: 1.1613 (1.1703) acc1: 71.8750 (70.9135) acc5: 87.5000 (87.6273) time: 0.0926 data: 0.0039 max mem: 3006 Epoch: [58] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 269.2664121478884 loss: 1.0782 (1.1641) acc1: 71.8750 (71.0904) acc5: 90.6250 (87.7841) time: 0.0942 data: 0.0046 max mem: 3006 Epoch: [58] [240/391] eta: 0:00:15 lr: 0.010000000000000002 img/s: 467.9918687564288 loss: 1.0806 (1.1671) acc1: 71.8750 (71.0840) acc5: 90.6250 (87.8760) time: 0.0972 data: 0.0034 max mem: 3006 Epoch: [58] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 286.0943432422869 loss: 1.1097 (1.1642) acc1: 68.7500 (70.9910) acc5: 90.6250 (87.9607) time: 0.0939 data: 0.0028 max mem: 3006 Epoch: [58] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 305.60914065043795 loss: 1.2107 (1.1700) acc1: 68.7500 (70.7615) acc5: 87.5000 (87.8472) time: 0.0994 data: 0.0048 max mem: 3006 Epoch: [58] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 388.3288960127767 loss: 1.3002 (1.1696) acc1: 68.7500 (70.7911) acc5: 84.3750 (87.8575) time: 0.0946 data: 0.0043 max mem: 3006 Epoch: [58] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 528.6243717999213 loss: 1.1268 (1.1713) acc1: 71.8750 (70.8074) acc5: 84.3750 (87.8559) time: 0.0925 data: 0.0035 max mem: 3006 Epoch: [58] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 258.00285265023507 loss: 1.1245 (1.1684) acc1: 71.8750 (70.8441) acc5: 87.5000 (87.9510) time: 0.0975 data: 0.0044 max mem: 3006 Epoch: [58] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 319.34779805228334 loss: 1.1266 (1.1702) acc1: 68.7500 (70.8783) acc5: 90.6250 (87.9568) time: 0.0978 data: 0.0022 max mem: 3006 Epoch: [58] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 390.8074202837784 loss: 1.1606 (1.1693) acc1: 75.0000 (70.9506) acc5: 87.5000 (87.9723) time: 0.0951 data: 0.0012 max mem: 3006 Epoch: [58] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 416.437257213776 loss: 1.1326 (1.1702) acc1: 71.8750 (70.8625) acc5: 87.5000 (87.9381) time: 0.0971 data: 0.0007 max mem: 3006 Epoch: [58] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 312.0914293155125 loss: 1.2625 (1.1739) acc1: 65.6250 (70.8459) acc5: 87.5000 (87.9154) time: 0.0954 data: 0.0010 max mem: 3006 Epoch: [58] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 286.94820648990253 loss: 1.2057 (1.1735) acc1: 68.7500 (70.8303) acc5: 87.5000 (87.9490) time: 0.0913 data: 0.0028 max mem: 3006 Epoch: [58] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 425.57598318213957 loss: 1.1540 (1.1754) acc1: 68.7500 (70.8333) acc5: 87.5000 (87.9630) time: 0.0965 data: 0.0038 max mem: 3006 Epoch: [58] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 527.137838941779 loss: 1.2081 (1.1756) acc1: 68.7500 (70.7843) acc5: 87.5000 (87.9501) time: 0.0956 data: 0.0023 max mem: 3006 Epoch: [58] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 868.1443956456213 loss: 1.2238 (1.1792) acc1: 65.6250 (70.6958) acc5: 87.5000 (87.8875) time: 0.0694 data: 0.0009 max mem: 3006 Epoch: [58] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 870.0578103628219 loss: 1.3308 (1.1800) acc1: 65.6250 (70.6857) acc5: 84.3750 (87.8363) time: 0.0405 data: 0.0001 max mem: 3006 Epoch: [58] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 745.6805575309344 loss: 1.2766 (1.1828) acc1: 68.7500 (70.5920) acc5: 84.3750 (87.8240) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [58] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:21 loss: 1.8121 (1.8121) acc1: 59.3750 (59.3750) acc5: 84.3750 (84.3750) time: 2.0483 data: 2.0366 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.020 Acc@5 82.160 Test: EMA [ 0/40] eta: 0:02:04 loss: 1.4512 (1.4512) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 3.1051 data: 3.0855 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.270 Acc@5 83.480 Epoch: [59] [ 0/391] eta: 0:19:51 lr: 0.010000000000000002 img/s: 881.3588206323669 loss: 1.1690 (1.1690) acc1: 78.1250 (78.1250) acc5: 84.3750 (84.3750) time: 3.0480 data: 3.0117 max mem: 3006 Epoch: [59] [ 10/391] eta: 0:02:12 lr: 0.010000000000000002 img/s: 428.00385216365316 loss: 1.1690 (1.1814) acc1: 75.0000 (72.4432) acc5: 90.6250 (87.2159) time: 0.3480 data: 0.2834 max mem: 3006 Epoch: [59] [ 20/391] eta: 0:01:25 lr: 0.010000000000000002 img/s: 393.0505656310674 loss: 1.1212 (1.1952) acc1: 71.8750 (70.8333) acc5: 90.6250 (87.2024) time: 0.0888 data: 0.0069 max mem: 3006 Epoch: [59] [ 30/391] eta: 0:01:06 lr: 0.010000000000000002 img/s: 300.3561009886721 loss: 1.0894 (1.1339) acc1: 75.0000 (72.6815) acc5: 90.6250 (88.4073) time: 0.0929 data: 0.0024 max mem: 3006 Epoch: [59] [ 40/391] eta: 0:00:56 lr: 0.010000000000000002 img/s: 328.92390411982814 loss: 0.9840 (1.1345) acc1: 75.0000 (71.6463) acc5: 90.6250 (88.3384) time: 0.0909 data: 0.0016 max mem: 3006 Epoch: [59] [ 50/391] eta: 0:00:50 lr: 0.010000000000000002 img/s: 304.09276549660035 loss: 1.1373 (1.1588) acc1: 68.7500 (71.0172) acc5: 87.5000 (87.9289) time: 0.0946 data: 0.0014 max mem: 3006 Epoch: [59] [ 60/391] eta: 0:00:46 lr: 0.010000000000000002 img/s: 437.12010421755417 loss: 1.2137 (1.1853) acc1: 65.6250 (70.2357) acc5: 87.5000 (87.3463) time: 0.0952 data: 0.0014 max mem: 3006 Epoch: [59] [ 70/391] eta: 0:00:43 lr: 0.010000000000000002 img/s: 409.9102347968433 loss: 1.2075 (1.1836) acc1: 68.7500 (70.2465) acc5: 87.5000 (87.4560) time: 0.0974 data: 0.0015 max mem: 3006 Epoch: [59] [ 80/391] eta: 0:00:39 lr: 0.010000000000000002 img/s: 391.2631232199442 loss: 1.3391 (1.2197) acc1: 68.7500 (69.4059) acc5: 87.5000 (86.7670) time: 0.0915 data: 0.0020 max mem: 3006 Epoch: [59] [ 90/391] eta: 0:00:37 lr: 0.010000000000000002 img/s: 353.07818254519435 loss: 1.3391 (1.2260) acc1: 68.7500 (69.5398) acc5: 84.3750 (86.5385) time: 0.0928 data: 0.0019 max mem: 3006 Epoch: [59] [100/391] eta: 0:00:35 lr: 0.010000000000000002 img/s: 332.9010853820664 loss: 1.2371 (1.2279) acc1: 68.7500 (69.5235) acc5: 84.3750 (86.4171) time: 0.0971 data: 0.0013 max mem: 3006 Epoch: [59] [110/391] eta: 0:00:33 lr: 0.010000000000000002 img/s: 289.8914843204973 loss: 1.1092 (1.2242) acc1: 71.8750 (69.8480) acc5: 87.5000 (86.4302) time: 0.0908 data: 0.0016 max mem: 3006 Epoch: [59] [120/391] eta: 0:00:31 lr: 0.010000000000000002 img/s: 267.27494817502406 loss: 1.0670 (1.2163) acc1: 75.0000 (70.1446) acc5: 90.6250 (86.6736) time: 0.0942 data: 0.0031 max mem: 3006 Epoch: [59] [130/391] eta: 0:00:30 lr: 0.010000000000000002 img/s: 329.22484902300346 loss: 1.1511 (1.2111) acc1: 71.8750 (70.2767) acc5: 87.5000 (86.7605) time: 0.0941 data: 0.0027 max mem: 3006 Epoch: [59] [140/391] eta: 0:00:28 lr: 0.010000000000000002 img/s: 349.12983469247075 loss: 1.1049 (1.2040) acc1: 71.8750 (70.3901) acc5: 87.5000 (86.9459) time: 0.0952 data: 0.0020 max mem: 3006 Epoch: [59] [150/391] eta: 0:00:27 lr: 0.010000000000000002 img/s: 380.79948249887224 loss: 1.1049 (1.2063) acc1: 68.7500 (70.3642) acc5: 90.6250 (86.9826) time: 0.0977 data: 0.0042 max mem: 3006 Epoch: [59] [160/391] eta: 0:00:25 lr: 0.010000000000000002 img/s: 331.52867887710113 loss: 1.2264 (1.2045) acc1: 68.7500 (70.4969) acc5: 87.5000 (86.9953) time: 0.0972 data: 0.0034 max mem: 3006 Epoch: [59] [170/391] eta: 0:00:24 lr: 0.010000000000000002 img/s: 427.5893390762487 loss: 1.1759 (1.1970) acc1: 71.8750 (70.6140) acc5: 87.5000 (87.1345) time: 0.0990 data: 0.0016 max mem: 3006 Epoch: [59] [180/391] eta: 0:00:23 lr: 0.010000000000000002 img/s: 372.21493543949947 loss: 0.9434 (1.1899) acc1: 71.8750 (70.7528) acc5: 90.6250 (87.2238) time: 0.0919 data: 0.0022 max mem: 3006 Epoch: [59] [190/391] eta: 0:00:22 lr: 0.010000000000000002 img/s: 256.07326314825485 loss: 1.0097 (1.1910) acc1: 71.8750 (70.6970) acc5: 90.6250 (87.2546) time: 0.0953 data: 0.0030 max mem: 3006 Epoch: [59] [200/391] eta: 0:00:20 lr: 0.010000000000000002 img/s: 329.72791950001965 loss: 1.1075 (1.1882) acc1: 71.8750 (70.8022) acc5: 87.5000 (87.2668) time: 0.0987 data: 0.0029 max mem: 3006 Epoch: [59] [210/391] eta: 0:00:19 lr: 0.010000000000000002 img/s: 501.819802439225 loss: 1.1442 (1.1858) acc1: 71.8750 (70.7642) acc5: 87.5000 (87.3815) time: 0.0938 data: 0.0033 max mem: 3006 Epoch: [59] [220/391] eta: 0:00:18 lr: 0.010000000000000002 img/s: 441.0269378635034 loss: 1.0127 (1.1766) acc1: 71.8750 (70.8710) acc5: 90.6250 (87.5707) time: 0.0942 data: 0.0024 max mem: 3006 Epoch: [59] [230/391] eta: 0:00:17 lr: 0.010000000000000002 img/s: 328.5615653327654 loss: 1.0320 (1.1789) acc1: 71.8750 (70.8198) acc5: 90.6250 (87.5947) time: 0.0940 data: 0.0009 max mem: 3006 Epoch: [59] [240/391] eta: 0:00:16 lr: 0.010000000000000002 img/s: 265.99310728887355 loss: 1.2172 (1.1830) acc1: 65.6250 (70.7469) acc5: 84.3750 (87.4222) time: 0.0960 data: 0.0027 max mem: 3006 Epoch: [59] [250/391] eta: 0:00:14 lr: 0.010000000000000002 img/s: 432.8682538556307 loss: 1.0914 (1.1798) acc1: 68.7500 (70.7669) acc5: 87.5000 (87.3879) time: 0.0927 data: 0.0028 max mem: 3006 Epoch: [59] [260/391] eta: 0:00:13 lr: 0.010000000000000002 img/s: 260.2566311107147 loss: 1.0477 (1.1750) acc1: 71.8750 (70.8094) acc5: 87.5000 (87.5000) time: 0.0959 data: 0.0031 max mem: 3006 Epoch: [59] [270/391] eta: 0:00:12 lr: 0.010000000000000002 img/s: 315.96031008043917 loss: 1.0546 (1.1823) acc1: 68.7500 (70.6527) acc5: 90.6250 (87.4308) time: 0.0985 data: 0.0033 max mem: 3006 Epoch: [59] [280/391] eta: 0:00:11 lr: 0.010000000000000002 img/s: 347.2025123587251 loss: 1.2857 (1.1860) acc1: 65.6250 (70.5738) acc5: 84.3750 (87.3777) time: 0.0955 data: 0.0022 max mem: 3006 Epoch: [59] [290/391] eta: 0:00:10 lr: 0.010000000000000002 img/s: 516.4425119955058 loss: 1.2242 (1.1862) acc1: 68.7500 (70.5326) acc5: 87.5000 (87.4570) time: 0.0962 data: 0.0044 max mem: 3006 Epoch: [59] [300/391] eta: 0:00:09 lr: 0.010000000000000002 img/s: 294.5541627163875 loss: 1.0767 (1.1836) acc1: 75.0000 (70.6603) acc5: 90.6250 (87.5519) time: 0.0974 data: 0.0032 max mem: 3006 Epoch: [59] [310/391] eta: 0:00:08 lr: 0.010000000000000002 img/s: 509.19127432755414 loss: 1.1030 (1.1887) acc1: 71.8750 (70.5084) acc5: 87.5000 (87.4598) time: 0.0930 data: 0.0010 max mem: 3006 Epoch: [59] [320/391] eta: 0:00:07 lr: 0.010000000000000002 img/s: 428.9600148294454 loss: 1.2320 (1.1862) acc1: 68.7500 (70.5607) acc5: 87.5000 (87.5195) time: 0.0910 data: 0.0020 max mem: 3006 Epoch: [59] [330/391] eta: 0:00:06 lr: 0.010000000000000002 img/s: 412.80234239000055 loss: 1.1355 (1.1864) acc1: 71.8750 (70.6005) acc5: 87.5000 (87.5378) time: 0.0986 data: 0.0042 max mem: 3006 Epoch: [59] [340/391] eta: 0:00:05 lr: 0.010000000000000002 img/s: 371.671742555778 loss: 1.1868 (1.1930) acc1: 68.7500 (70.4912) acc5: 87.5000 (87.4817) time: 0.0959 data: 0.0040 max mem: 3006 Epoch: [59] [350/391] eta: 0:00:04 lr: 0.010000000000000002 img/s: 302.6084196096822 loss: 1.1791 (1.1905) acc1: 71.8750 (70.6019) acc5: 87.5000 (87.5267) time: 0.0951 data: 0.0017 max mem: 3006 Epoch: [59] [360/391] eta: 0:00:03 lr: 0.010000000000000002 img/s: 340.7354241874965 loss: 1.0377 (1.1878) acc1: 75.0000 (70.6977) acc5: 87.5000 (87.5866) time: 0.0940 data: 0.0027 max mem: 3006 Epoch: [59] [370/391] eta: 0:00:02 lr: 0.010000000000000002 img/s: 872.6940577514516 loss: 1.1101 (1.1874) acc1: 71.8750 (70.6536) acc5: 87.5000 (87.6516) time: 0.0676 data: 0.0020 max mem: 3006 Epoch: [59] [380/391] eta: 0:00:01 lr: 0.010000000000000002 img/s: 865.3402104394471 loss: 1.2424 (1.1917) acc1: 68.7500 (70.5299) acc5: 87.5000 (87.5656) time: 0.0413 data: 0.0001 max mem: 3006 Epoch: [59] [390/391] eta: 0:00:00 lr: 0.010000000000000002 img/s: 753.3550067355186 loss: 1.3513 (1.1965) acc1: 65.6250 (70.4160) acc5: 87.5000 (87.5680) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [59] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:10 loss: 1.7922 (1.7922) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.7536 data: 1.7420 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 60.440 Acc@5 82.040 Test: EMA [ 0/40] eta: 0:01:13 loss: 1.4560 (1.4560) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 1.8264 data: 1.8136 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.160 Acc@5 83.560 Epoch: [60] [ 0/391] eta: 0:19:41 lr: 0.0010000000000000002 img/s: 905.426634376033 loss: 0.5882 (0.5882) acc1: 87.5000 (87.5000) acc5: 96.8750 (96.8750) time: 3.0210 data: 2.9857 max mem: 3006 Epoch: [60] [ 10/391] eta: 0:02:13 lr: 0.0010000000000000002 img/s: 412.23433440012775 loss: 1.0600 (1.1296) acc1: 71.8750 (74.4318) acc5: 90.6250 (88.9205) time: 0.3493 data: 0.2888 max mem: 3006 Epoch: [60] [ 20/391] eta: 0:01:24 lr: 0.0010000000000000002 img/s: 478.0191111158598 loss: 1.0853 (1.1343) acc1: 71.8750 (73.9583) acc5: 87.5000 (87.9464) time: 0.0892 data: 0.0099 max mem: 3006 Epoch: [60] [ 30/391] eta: 0:01:06 lr: 0.0010000000000000002 img/s: 348.68630690733755 loss: 1.0316 (1.0883) acc1: 75.0000 (75.0000) acc5: 90.6250 (89.0121) time: 0.0948 data: 0.0008 max mem: 3006 Epoch: [60] [ 40/391] eta: 0:00:57 lr: 0.0010000000000000002 img/s: 434.8879485202154 loss: 1.0316 (1.0769) acc1: 71.8750 (74.4665) acc5: 90.6250 (89.4817) time: 0.0949 data: 0.0026 max mem: 3006 Epoch: [60] [ 50/391] eta: 0:00:51 lr: 0.0010000000000000002 img/s: 277.7736505853793 loss: 1.1037 (1.1060) acc1: 71.8750 (73.8971) acc5: 90.6250 (89.1544) time: 0.0967 data: 0.0038 max mem: 3006 Epoch: [60] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 242.2820751191845 loss: 1.2135 (1.1096) acc1: 71.8750 (73.6680) acc5: 87.5000 (89.0369) time: 0.0942 data: 0.0024 max mem: 3006 Epoch: [60] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 324.32588754965735 loss: 1.2870 (1.1483) acc1: 68.7500 (72.6673) acc5: 87.5000 (88.3803) time: 0.0907 data: 0.0035 max mem: 3006 Epoch: [60] [ 80/391] eta: 0:00:40 lr: 0.0010000000000000002 img/s: 324.76928698118184 loss: 1.2996 (1.1525) acc1: 65.6250 (72.4151) acc5: 84.3750 (88.0787) time: 0.0950 data: 0.0033 max mem: 3006 Epoch: [60] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 320.87396243736373 loss: 1.2278 (1.1579) acc1: 68.7500 (72.1497) acc5: 87.5000 (88.0151) time: 0.0977 data: 0.0011 max mem: 3006 Epoch: [60] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 420.15122194014106 loss: 1.2409 (1.1625) acc1: 68.7500 (72.0916) acc5: 87.5000 (87.8713) time: 0.0901 data: 0.0014 max mem: 3006 Epoch: [60] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 368.88101997795803 loss: 1.0156 (1.1480) acc1: 71.8750 (72.4381) acc5: 90.6250 (88.1475) time: 0.0913 data: 0.0025 max mem: 3006 Epoch: [60] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 427.80058583727237 loss: 1.0499 (1.1517) acc1: 71.8750 (72.1074) acc5: 90.6250 (88.1198) time: 0.0945 data: 0.0026 max mem: 3006 Epoch: [60] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 436.6351910107973 loss: 1.1479 (1.1578) acc1: 68.7500 (71.9227) acc5: 87.5000 (87.8340) time: 0.0955 data: 0.0012 max mem: 3006 Epoch: [60] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 481.78375720157226 loss: 1.1639 (1.1566) acc1: 68.7500 (71.9637) acc5: 84.3750 (87.7881) time: 0.0963 data: 0.0020 max mem: 3006 Epoch: [60] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 413.81799346364926 loss: 1.1639 (1.1596) acc1: 68.7500 (71.7715) acc5: 87.5000 (87.6449) time: 0.0944 data: 0.0033 max mem: 3006 Epoch: [60] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 341.263035314279 loss: 1.2078 (1.1688) acc1: 68.7500 (71.4286) acc5: 87.5000 (87.5776) time: 0.0952 data: 0.0022 max mem: 3006 Epoch: [60] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 338.91311637678524 loss: 1.1974 (1.1714) acc1: 68.7500 (71.3085) acc5: 87.5000 (87.5731) time: 0.0958 data: 0.0029 max mem: 3006 Epoch: [60] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 284.8327051713015 loss: 1.1112 (1.1712) acc1: 71.8750 (71.2880) acc5: 87.5000 (87.5863) time: 0.0986 data: 0.0030 max mem: 3006 Epoch: [60] [190/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 309.76276506374455 loss: 1.1092 (1.1692) acc1: 71.8750 (71.3842) acc5: 87.5000 (87.6309) time: 0.0965 data: 0.0016 max mem: 3006 Epoch: [60] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 357.8948536078076 loss: 1.0323 (1.1649) acc1: 75.0000 (71.6262) acc5: 90.6250 (87.7643) time: 0.0922 data: 0.0030 max mem: 3006 Epoch: [60] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 269.08394831544024 loss: 1.0323 (1.1617) acc1: 75.0000 (71.6380) acc5: 90.6250 (87.8555) time: 0.0935 data: 0.0038 max mem: 3006 Epoch: [60] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 337.4534629667343 loss: 1.1668 (1.1717) acc1: 68.7500 (71.4508) acc5: 87.5000 (87.6697) time: 0.0965 data: 0.0055 max mem: 3006 Epoch: [60] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 427.43274237362624 loss: 1.1668 (1.1675) acc1: 71.8750 (71.5774) acc5: 84.3750 (87.6488) time: 0.0930 data: 0.0049 max mem: 3006 Epoch: [60] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 362.1115382851346 loss: 1.0086 (1.1615) acc1: 75.0000 (71.7453) acc5: 87.5000 (87.8112) time: 0.0951 data: 0.0017 max mem: 3006 Epoch: [60] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 323.1078970428218 loss: 1.0086 (1.1587) acc1: 75.0000 (71.8376) acc5: 90.6250 (87.8113) time: 0.0982 data: 0.0010 max mem: 3006 Epoch: [60] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 444.93047802161374 loss: 1.0620 (1.1549) acc1: 71.8750 (71.9468) acc5: 87.5000 (87.8472) time: 0.0925 data: 0.0009 max mem: 3006 Epoch: [60] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 295.49577730222893 loss: 1.0258 (1.1488) acc1: 75.0000 (72.0364) acc5: 90.6250 (87.9728) time: 0.0988 data: 0.0020 max mem: 3006 Epoch: [60] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 490.2787425390308 loss: 1.1252 (1.1547) acc1: 68.7500 (71.8861) acc5: 90.6250 (87.8336) time: 0.0975 data: 0.0034 max mem: 3006 Epoch: [60] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 345.60843770599865 loss: 1.1908 (1.1540) acc1: 68.7500 (71.9287) acc5: 87.5000 (87.8222) time: 0.0951 data: 0.0022 max mem: 3006 Epoch: [60] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 347.1755695177691 loss: 1.0690 (1.1542) acc1: 71.8750 (71.8646) acc5: 87.5000 (87.8218) time: 0.0976 data: 0.0014 max mem: 3006 Epoch: [60] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 415.7123724687328 loss: 1.0540 (1.1559) acc1: 71.8750 (71.7142) acc5: 90.6250 (87.7814) time: 0.0946 data: 0.0028 max mem: 3006 Epoch: [60] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 275.8729918605607 loss: 1.1100 (1.1584) acc1: 68.7500 (71.6316) acc5: 87.5000 (87.7726) time: 0.0966 data: 0.0036 max mem: 3006 Epoch: [60] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 459.66234691361404 loss: 1.1937 (1.1561) acc1: 68.7500 (71.7051) acc5: 87.5000 (87.8304) time: 0.0940 data: 0.0029 max mem: 3006 Epoch: [60] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 398.39277169944614 loss: 1.0647 (1.1549) acc1: 75.0000 (71.7742) acc5: 87.5000 (87.8391) time: 0.0909 data: 0.0018 max mem: 3006 Epoch: [60] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 331.8803608165849 loss: 1.1074 (1.1567) acc1: 68.7500 (71.7058) acc5: 87.5000 (87.8383) time: 0.0950 data: 0.0014 max mem: 3006 Epoch: [60] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 346.35134793390773 loss: 1.1431 (1.1557) acc1: 68.7500 (71.7711) acc5: 87.5000 (87.8722) time: 0.0951 data: 0.0020 max mem: 3006 Epoch: [60] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 868.0545599182507 loss: 1.1677 (1.1553) acc1: 71.8750 (71.7150) acc5: 87.5000 (87.8706) time: 0.0695 data: 0.0013 max mem: 3006 Epoch: [60] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 867.1348145468172 loss: 1.1677 (1.1545) acc1: 71.8750 (71.6864) acc5: 87.5000 (87.8855) time: 0.0424 data: 0.0001 max mem: 3006 Epoch: [60] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 751.9234147828114 loss: 1.1991 (1.1563) acc1: 68.7500 (71.6480) acc5: 87.5000 (87.8720) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [60] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:29 loss: 1.6765 (1.6765) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.2434 data: 2.2293 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.510 Acc@5 82.930 Test: EMA [ 0/40] eta: 0:01:14 loss: 1.4653 (1.4653) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 1.8735 data: 1.8625 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.250 Acc@5 83.600 Epoch: [61] [ 0/391] eta: 0:18:03 lr: 0.0010000000000000002 img/s: 647.306595674904 loss: 1.5867 (1.5867) acc1: 62.5000 (62.5000) acc5: 68.7500 (68.7500) time: 2.7708 data: 2.7214 max mem: 3006 Epoch: [61] [ 10/391] eta: 0:02:03 lr: 0.0010000000000000002 img/s: 470.5563471139283 loss: 1.1658 (1.1609) acc1: 68.7500 (69.8864) acc5: 87.5000 (85.2273) time: 0.3241 data: 0.2669 max mem: 3006 Epoch: [61] [ 20/391] eta: 0:01:21 lr: 0.0010000000000000002 img/s: 313.4178064118401 loss: 1.1333 (1.1616) acc1: 68.7500 (70.5357) acc5: 87.5000 (86.3095) time: 0.0928 data: 0.0119 max mem: 3006 Epoch: [61] [ 30/391] eta: 0:01:04 lr: 0.0010000000000000002 img/s: 251.19964365056043 loss: 1.2408 (1.1784) acc1: 71.8750 (70.1613) acc5: 87.5000 (86.7944) time: 0.0967 data: 0.0021 max mem: 3006 Epoch: [61] [ 40/391] eta: 0:00:55 lr: 0.0010000000000000002 img/s: 516.2081328579616 loss: 1.2015 (1.1861) acc1: 71.8750 (69.9695) acc5: 87.5000 (86.9665) time: 0.0912 data: 0.0031 max mem: 3006 Epoch: [61] [ 50/391] eta: 0:00:49 lr: 0.0010000000000000002 img/s: 250.8170622773872 loss: 1.0313 (1.1537) acc1: 71.8750 (70.7721) acc5: 87.5000 (87.5000) time: 0.0961 data: 0.0025 max mem: 3006 Epoch: [61] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 302.4952062420273 loss: 1.0144 (1.1433) acc1: 75.0000 (71.4139) acc5: 90.6250 (87.9098) time: 0.0975 data: 0.0011 max mem: 3006 Epoch: [61] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 450.96103163030114 loss: 0.9990 (1.1352) acc1: 71.8750 (71.3468) acc5: 90.6250 (88.0282) time: 0.0977 data: 0.0023 max mem: 3006 Epoch: [61] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 309.8121013888921 loss: 1.0394 (1.1435) acc1: 71.8750 (71.2577) acc5: 87.5000 (88.1173) time: 0.0943 data: 0.0026 max mem: 3006 Epoch: [61] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 293.82614882452225 loss: 1.0394 (1.1339) acc1: 75.0000 (71.5659) acc5: 90.6250 (88.3929) time: 0.0938 data: 0.0034 max mem: 3006 Epoch: [61] [100/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 490.2339736214447 loss: 0.9115 (1.1238) acc1: 75.0000 (71.9059) acc5: 90.6250 (88.6448) time: 0.0913 data: 0.0028 max mem: 3006 Epoch: [61] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 325.2162644807525 loss: 1.0194 (1.1233) acc1: 75.0000 (71.9313) acc5: 87.5000 (88.5980) time: 0.0931 data: 0.0014 max mem: 3006 Epoch: [61] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 422.13470042459505 loss: 1.0306 (1.1171) acc1: 71.8750 (72.0558) acc5: 87.5000 (88.5589) time: 0.0918 data: 0.0019 max mem: 3006 Epoch: [61] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 336.3844401392478 loss: 0.9963 (1.1157) acc1: 71.8750 (72.1374) acc5: 87.5000 (88.4542) time: 0.0953 data: 0.0011 max mem: 3006 Epoch: [61] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 300.09888987020537 loss: 1.1127 (1.1218) acc1: 71.8750 (72.0080) acc5: 87.5000 (88.4530) time: 0.1005 data: 0.0014 max mem: 3006 Epoch: [61] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 322.39232509764173 loss: 1.0927 (1.1104) acc1: 75.0000 (72.2475) acc5: 90.6250 (88.6796) time: 0.0939 data: 0.0035 max mem: 3006 Epoch: [61] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 350.04675714866937 loss: 0.9288 (1.1124) acc1: 75.0000 (72.2826) acc5: 90.6250 (88.7616) time: 0.0933 data: 0.0028 max mem: 3006 Epoch: [61] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 240.27993390489252 loss: 1.1631 (1.1164) acc1: 71.8750 (72.2222) acc5: 87.5000 (88.7061) time: 0.0956 data: 0.0013 max mem: 3006 Epoch: [61] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 481.97060439461785 loss: 1.1551 (1.1171) acc1: 71.8750 (72.2030) acc5: 87.5000 (88.6395) time: 0.0964 data: 0.0029 max mem: 3006 Epoch: [61] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 276.22556951135937 loss: 1.1156 (1.1155) acc1: 71.8750 (72.2022) acc5: 87.5000 (88.6289) time: 0.0962 data: 0.0037 max mem: 3006 Epoch: [61] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 421.5010237793159 loss: 1.1085 (1.1185) acc1: 71.8750 (72.2015) acc5: 87.5000 (88.5572) time: 0.0972 data: 0.0025 max mem: 3006 Epoch: [61] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 309.7491824578651 loss: 1.1085 (1.1209) acc1: 71.8750 (72.1712) acc5: 87.5000 (88.4034) time: 0.0937 data: 0.0015 max mem: 3006 Epoch: [61] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 343.4593405018655 loss: 1.1379 (1.1221) acc1: 68.7500 (72.0588) acc5: 87.5000 (88.4898) time: 0.0965 data: 0.0027 max mem: 3006 Epoch: [61] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 295.3410232148751 loss: 1.1174 (1.1227) acc1: 71.8750 (72.0779) acc5: 87.5000 (88.4334) time: 0.0953 data: 0.0029 max mem: 3006 Epoch: [61] [240/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 468.1126530669187 loss: 1.1174 (1.1261) acc1: 71.8750 (71.9528) acc5: 87.5000 (88.4206) time: 0.0941 data: 0.0037 max mem: 3006 Epoch: [61] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 448.41930687942056 loss: 1.1112 (1.1264) acc1: 68.7500 (71.8999) acc5: 87.5000 (88.4089) time: 0.0974 data: 0.0047 max mem: 3006 Epoch: [61] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 380.0554660444623 loss: 1.0048 (1.1193) acc1: 71.8750 (72.0905) acc5: 90.6250 (88.4938) time: 0.0975 data: 0.0024 max mem: 3006 Epoch: [61] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 422.9274816135924 loss: 0.9930 (1.1168) acc1: 75.0000 (72.1633) acc5: 90.6250 (88.5839) time: 0.0989 data: 0.0030 max mem: 3006 Epoch: [61] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 325.96660619351894 loss: 1.0326 (1.1154) acc1: 75.0000 (72.2642) acc5: 90.6250 (88.5454) time: 0.0934 data: 0.0039 max mem: 3006 Epoch: [61] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 343.8482553671158 loss: 1.0326 (1.1134) acc1: 75.0000 (72.2294) acc5: 87.5000 (88.6061) time: 0.0928 data: 0.0023 max mem: 3006 Epoch: [61] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 346.44074761434 loss: 1.0806 (1.1129) acc1: 71.8750 (72.1865) acc5: 90.6250 (88.6836) time: 0.0946 data: 0.0017 max mem: 3006 Epoch: [61] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 297.9081001655813 loss: 1.0806 (1.1140) acc1: 71.8750 (72.2367) acc5: 87.5000 (88.6355) time: 0.0972 data: 0.0024 max mem: 3006 Epoch: [61] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 445.181359249063 loss: 1.0686 (1.1141) acc1: 71.8750 (72.2936) acc5: 87.5000 (88.6098) time: 0.0962 data: 0.0028 max mem: 3006 Epoch: [61] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 555.4266039859631 loss: 1.0337 (1.1110) acc1: 75.0000 (72.4320) acc5: 90.6250 (88.6896) time: 0.0935 data: 0.0036 max mem: 3006 Epoch: [61] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 389.4500484572039 loss: 1.0463 (1.1161) acc1: 71.8750 (72.3424) acc5: 87.5000 (88.5905) time: 0.0980 data: 0.0048 max mem: 3006 Epoch: [61] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 450.17903489265217 loss: 1.0956 (1.1149) acc1: 71.8750 (72.3825) acc5: 87.5000 (88.6040) time: 0.0984 data: 0.0035 max mem: 3006 Epoch: [61] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 460.25186373954966 loss: 1.0032 (1.1114) acc1: 75.0000 (72.4983) acc5: 90.6250 (88.6686) time: 0.0951 data: 0.0029 max mem: 3006 Epoch: [61] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 867.0843971264665 loss: 1.0566 (1.1128) acc1: 75.0000 (72.4815) acc5: 90.6250 (88.6287) time: 0.0695 data: 0.0018 max mem: 3006 Epoch: [61] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 872.2346794213598 loss: 1.1186 (1.1096) acc1: 75.0000 (72.5640) acc5: 87.5000 (88.6647) time: 0.0418 data: 0.0001 max mem: 3006 Epoch: [61] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 750.2153537955212 loss: 1.0256 (1.1052) acc1: 75.0000 (72.7200) acc5: 90.6250 (88.7120) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [61] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:52 loss: 1.6424 (1.6424) acc1: 65.6250 (65.6250) acc5: 81.2500 (81.2500) time: 2.8049 data: 2.7922 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.520 Acc@5 82.910 Test: EMA [ 0/40] eta: 0:01:31 loss: 1.4730 (1.4730) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 2.2962 data: 2.2852 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.370 Acc@5 83.700 Epoch: [62] [ 0/391] eta: 0:19:27 lr: 0.0010000000000000002 img/s: 856.0623018783684 loss: 0.9182 (0.9182) acc1: 81.2500 (81.2500) acc5: 90.6250 (90.6250) time: 2.9849 data: 2.9475 max mem: 3006 Epoch: [62] [ 10/391] eta: 0:02:15 lr: 0.0010000000000000002 img/s: 357.89676228874345 loss: 1.0678 (1.1905) acc1: 78.1250 (72.4432) acc5: 90.6250 (87.7841) time: 0.3547 data: 0.2863 max mem: 3006 Epoch: [62] [ 20/391] eta: 0:01:26 lr: 0.0010000000000000002 img/s: 422.48549825928745 loss: 1.0950 (1.1669) acc1: 75.0000 (72.6190) acc5: 90.6250 (88.2440) time: 0.0957 data: 0.0110 max mem: 3006 Epoch: [62] [ 30/391] eta: 0:01:07 lr: 0.0010000000000000002 img/s: 348.23486922160845 loss: 1.0950 (1.1759) acc1: 71.8750 (71.5726) acc5: 87.5000 (87.8024) time: 0.0958 data: 0.0015 max mem: 3006 Epoch: [62] [ 40/391] eta: 0:00:58 lr: 0.0010000000000000002 img/s: 355.9009654726202 loss: 1.1018 (1.1678) acc1: 68.7500 (70.8841) acc5: 90.6250 (88.6433) time: 0.0958 data: 0.0031 max mem: 3006 Epoch: [62] [ 50/391] eta: 0:00:51 lr: 0.0010000000000000002 img/s: 324.6231845149556 loss: 1.0861 (1.1502) acc1: 71.8750 (71.6299) acc5: 90.6250 (88.4191) time: 0.0952 data: 0.0036 max mem: 3006 Epoch: [62] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 353.958105545754 loss: 1.0481 (1.1506) acc1: 71.8750 (71.4652) acc5: 90.6250 (88.6783) time: 0.0914 data: 0.0020 max mem: 3006 Epoch: [62] [ 70/391] eta: 0:00:43 lr: 0.0010000000000000002 img/s: 545.7092185028725 loss: 1.1150 (1.1529) acc1: 68.7500 (71.2148) acc5: 90.6250 (88.3803) time: 0.0932 data: 0.0016 max mem: 3006 Epoch: [62] [ 80/391] eta: 0:00:40 lr: 0.0010000000000000002 img/s: 315.2019726876695 loss: 1.1131 (1.1438) acc1: 68.7500 (71.1420) acc5: 87.5000 (88.4645) time: 0.0953 data: 0.0012 max mem: 3006 Epoch: [62] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 396.4358800925092 loss: 1.0418 (1.1496) acc1: 71.8750 (71.1882) acc5: 87.5000 (88.2212) time: 0.0922 data: 0.0014 max mem: 3006 Epoch: [62] [100/391] eta: 0:00:36 lr: 0.0010000000000000002 img/s: 282.6969518257031 loss: 1.1211 (1.1612) acc1: 75.0000 (71.1324) acc5: 87.5000 (88.0260) time: 0.0975 data: 0.0017 max mem: 3006 Epoch: [62] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 353.32263151105764 loss: 1.1440 (1.1536) acc1: 71.8750 (71.2556) acc5: 87.5000 (88.0349) time: 0.0964 data: 0.0012 max mem: 3006 Epoch: [62] [120/391] eta: 0:00:32 lr: 0.0010000000000000002 img/s: 373.58560855514946 loss: 0.9961 (1.1380) acc1: 75.0000 (71.6426) acc5: 90.6250 (88.4039) time: 0.0903 data: 0.0019 max mem: 3006 Epoch: [62] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 342.80667950532023 loss: 1.0452 (1.1394) acc1: 75.0000 (71.6842) acc5: 90.6250 (88.3826) time: 0.0953 data: 0.0037 max mem: 3006 Epoch: [62] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 346.4362765342364 loss: 1.1373 (1.1326) acc1: 71.8750 (71.8307) acc5: 90.6250 (88.5860) time: 0.0962 data: 0.0042 max mem: 3006 Epoch: [62] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 226.75514017428443 loss: 1.1719 (1.1382) acc1: 71.8750 (71.7094) acc5: 90.6250 (88.5141) time: 0.0994 data: 0.0021 max mem: 3006 Epoch: [62] [160/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 289.75255119113154 loss: 1.2622 (1.1453) acc1: 68.7500 (71.5256) acc5: 84.3750 (88.3152) time: 0.0990 data: 0.0011 max mem: 3006 Epoch: [62] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 294.26936341412613 loss: 1.2025 (1.1385) acc1: 71.8750 (71.6557) acc5: 87.5000 (88.3955) time: 0.0971 data: 0.0017 max mem: 3006 Epoch: [62] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 246.55652324066946 loss: 1.1212 (1.1432) acc1: 71.8750 (71.6333) acc5: 87.5000 (88.2251) time: 0.0985 data: 0.0027 max mem: 3006 Epoch: [62] [190/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 450.8489351696339 loss: 1.0132 (1.1346) acc1: 71.8750 (71.8096) acc5: 90.6250 (88.3835) time: 0.0934 data: 0.0029 max mem: 3006 Epoch: [62] [200/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 264.57165160003314 loss: 1.0945 (1.1401) acc1: 71.8750 (71.6573) acc5: 87.5000 (88.1530) time: 0.0973 data: 0.0033 max mem: 3006 Epoch: [62] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 257.1142033960645 loss: 1.2044 (1.1442) acc1: 68.7500 (71.4751) acc5: 84.3750 (88.0628) time: 0.0953 data: 0.0025 max mem: 3006 Epoch: [62] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 526.0861460068594 loss: 1.1053 (1.1373) acc1: 71.8750 (71.6063) acc5: 87.5000 (88.1646) time: 0.0933 data: 0.0021 max mem: 3006 Epoch: [62] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 357.12445819774416 loss: 1.0373 (1.1389) acc1: 71.8750 (71.5774) acc5: 87.5000 (88.1223) time: 0.0981 data: 0.0034 max mem: 3006 Epoch: [62] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 410.48817173388466 loss: 1.0924 (1.1371) acc1: 71.8750 (71.6157) acc5: 87.5000 (88.0835) time: 0.0949 data: 0.0024 max mem: 3006 Epoch: [62] [250/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 310.8798869677001 loss: 1.0278 (1.1300) acc1: 75.0000 (71.7380) acc5: 87.5000 (88.2097) time: 0.0960 data: 0.0013 max mem: 3006 Epoch: [62] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 255.63918114843398 loss: 1.0071 (1.1260) acc1: 78.1250 (71.8750) acc5: 90.6250 (88.2783) time: 0.0987 data: 0.0008 max mem: 3006 Epoch: [62] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 269.3804425926149 loss: 1.0212 (1.1225) acc1: 75.0000 (71.9673) acc5: 90.6250 (88.3303) time: 0.0958 data: 0.0022 max mem: 3006 Epoch: [62] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 432.1476964289739 loss: 1.1157 (1.1263) acc1: 71.8750 (71.8639) acc5: 87.5000 (88.2229) time: 0.0940 data: 0.0029 max mem: 3006 Epoch: [62] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 296.32038997854056 loss: 1.2366 (1.1330) acc1: 68.7500 (71.6924) acc5: 84.3750 (88.1336) time: 0.0968 data: 0.0031 max mem: 3006 Epoch: [62] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 411.0048015678589 loss: 1.2092 (1.1303) acc1: 68.7500 (71.7712) acc5: 87.5000 (88.1956) time: 0.0973 data: 0.0027 max mem: 3006 Epoch: [62] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 354.3936312627896 loss: 1.0558 (1.1317) acc1: 75.0000 (71.7544) acc5: 90.6250 (88.1833) time: 0.0946 data: 0.0020 max mem: 3006 Epoch: [62] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 427.25313792214325 loss: 1.1262 (1.1341) acc1: 71.8750 (71.7290) acc5: 87.5000 (88.1231) time: 0.0935 data: 0.0022 max mem: 3006 Epoch: [62] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 553.8017387572878 loss: 1.1132 (1.1302) acc1: 71.8750 (71.7617) acc5: 87.5000 (88.1986) time: 0.0951 data: 0.0015 max mem: 3006 Epoch: [62] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 334.34902224547244 loss: 0.9965 (1.1293) acc1: 71.8750 (71.8017) acc5: 90.6250 (88.2331) time: 0.0948 data: 0.0014 max mem: 3006 Epoch: [62] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 271.7244082373043 loss: 1.1146 (1.1301) acc1: 71.8750 (71.7771) acc5: 87.5000 (88.2390) time: 0.0973 data: 0.0019 max mem: 3006 Epoch: [62] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 432.8040449901971 loss: 1.0925 (1.1290) acc1: 71.8750 (71.8404) acc5: 87.5000 (88.2704) time: 0.0956 data: 0.0021 max mem: 3006 Epoch: [62] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 865.0111688998021 loss: 1.0462 (1.1281) acc1: 75.0000 (71.9171) acc5: 90.6250 (88.2665) time: 0.0692 data: 0.0009 max mem: 3006 Epoch: [62] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 871.9796781507637 loss: 1.0272 (1.1277) acc1: 75.0000 (71.9488) acc5: 87.5000 (88.2792) time: 0.0412 data: 0.0001 max mem: 3006 Epoch: [62] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 751.209657198123 loss: 1.1537 (1.1297) acc1: 71.8750 (71.9040) acc5: 87.5000 (88.2560) time: 0.0362 data: 0.0001 max mem: 3006 Epoch: [62] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:19 loss: 1.7383 (1.7383) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 1.9946 data: 1.9830 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.460 Acc@5 82.840 Test: EMA [ 0/40] eta: 0:01:27 loss: 1.4873 (1.4873) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 2.1997 data: 2.1888 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.390 Acc@5 83.660 Epoch: [63] [ 0/391] eta: 0:19:15 lr: 0.0010000000000000002 img/s: 640.5259445555328 loss: 0.8120 (0.8120) acc1: 87.5000 (87.5000) acc5: 96.8750 (96.8750) time: 2.9556 data: 2.9056 max mem: 3006 Epoch: [63] [ 10/391] eta: 0:02:11 lr: 0.0010000000000000002 img/s: 385.2038354576059 loss: 1.0844 (1.1032) acc1: 75.0000 (75.5682) acc5: 87.5000 (89.2045) time: 0.3464 data: 0.2787 max mem: 3006 Epoch: [63] [ 20/391] eta: 0:01:24 lr: 0.0010000000000000002 img/s: 483.3295930052504 loss: 1.1084 (1.1824) acc1: 68.7500 (71.8750) acc5: 87.5000 (87.6488) time: 0.0922 data: 0.0087 max mem: 3006 Epoch: [63] [ 30/391] eta: 0:01:06 lr: 0.0010000000000000002 img/s: 320.3111237330648 loss: 1.3317 (1.2002) acc1: 65.6250 (70.7661) acc5: 87.5000 (88.0040) time: 0.0957 data: 0.0022 max mem: 3006 Epoch: [63] [ 40/391] eta: 0:00:56 lr: 0.0010000000000000002 img/s: 262.3704995327998 loss: 1.1887 (1.1815) acc1: 65.6250 (70.5793) acc5: 87.5000 (88.4146) time: 0.0925 data: 0.0025 max mem: 3006 Epoch: [63] [ 50/391] eta: 0:00:50 lr: 0.0010000000000000002 img/s: 358.1794717150314 loss: 0.9910 (1.1432) acc1: 71.8750 (71.5074) acc5: 90.6250 (88.9706) time: 0.0947 data: 0.0026 max mem: 3006 Epoch: [63] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 396.5178631041889 loss: 0.9406 (1.1174) acc1: 75.0000 (72.0799) acc5: 93.7500 (89.3955) time: 0.0933 data: 0.0023 max mem: 3006 Epoch: [63] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 429.5118484170643 loss: 0.9329 (1.1136) acc1: 75.0000 (72.3151) acc5: 90.6250 (89.3926) time: 0.0942 data: 0.0027 max mem: 3006 Epoch: [63] [ 80/391] eta: 0:00:40 lr: 0.0010000000000000002 img/s: 371.60176861293456 loss: 1.0710 (1.1081) acc1: 71.8750 (72.7238) acc5: 87.5000 (89.2361) time: 0.0954 data: 0.0031 max mem: 3006 Epoch: [63] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 475.9358883435931 loss: 1.0521 (1.0966) acc1: 71.8750 (72.8022) acc5: 90.6250 (89.6291) time: 0.0931 data: 0.0021 max mem: 3006 Epoch: [63] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 467.10097375253184 loss: 0.9311 (1.0827) acc1: 75.0000 (73.2673) acc5: 93.7500 (89.8205) time: 0.0918 data: 0.0018 max mem: 3006 Epoch: [63] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 361.50391622404896 loss: 1.0408 (1.0829) acc1: 71.8750 (73.0011) acc5: 90.6250 (89.8086) time: 0.0958 data: 0.0024 max mem: 3006 Epoch: [63] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 516.1922504470896 loss: 1.0847 (1.0843) acc1: 71.8750 (73.0114) acc5: 90.6250 (89.8502) time: 0.0958 data: 0.0020 max mem: 3006 Epoch: [63] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 366.80630429970296 loss: 1.0944 (1.0938) acc1: 71.8750 (72.8531) acc5: 90.6250 (89.5992) time: 0.0925 data: 0.0017 max mem: 3006 Epoch: [63] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 526.158328433102 loss: 1.0944 (1.0884) acc1: 71.8750 (72.8945) acc5: 90.6250 (89.6277) time: 0.0964 data: 0.0028 max mem: 3006 Epoch: [63] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 310.74457252797373 loss: 0.9838 (1.0827) acc1: 75.0000 (73.0339) acc5: 90.6250 (89.6937) time: 0.0982 data: 0.0035 max mem: 3006 Epoch: [63] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 379.6319244683168 loss: 0.8370 (1.0735) acc1: 75.0000 (73.2919) acc5: 90.6250 (89.8486) time: 0.0949 data: 0.0046 max mem: 3006 Epoch: [63] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 357.4716297700978 loss: 0.9585 (1.0778) acc1: 71.8750 (73.0629) acc5: 90.6250 (89.7844) time: 0.0952 data: 0.0039 max mem: 3006 Epoch: [63] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 295.7145299597247 loss: 1.1616 (1.0872) acc1: 68.7500 (72.8073) acc5: 87.5000 (89.5718) time: 0.1001 data: 0.0022 max mem: 3006 Epoch: [63] [190/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 308.10877420124973 loss: 1.1182 (1.0851) acc1: 71.8750 (72.9221) acc5: 84.3750 (89.4306) time: 0.0982 data: 0.0024 max mem: 3006 Epoch: [63] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 307.95819480486705 loss: 0.9718 (1.0796) acc1: 78.1250 (73.1810) acc5: 87.5000 (89.5522) time: 0.0940 data: 0.0016 max mem: 3006 Epoch: [63] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 388.44802806180775 loss: 0.9702 (1.0823) acc1: 78.1250 (73.2079) acc5: 90.6250 (89.4994) time: 0.0951 data: 0.0006 max mem: 3006 Epoch: [63] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 377.8992702045229 loss: 1.0535 (1.0819) acc1: 75.0000 (73.1900) acc5: 87.5000 (89.4514) time: 0.0981 data: 0.0021 max mem: 3006 Epoch: [63] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 300.31510573409736 loss: 1.0535 (1.0858) acc1: 71.8750 (73.1331) acc5: 87.5000 (89.3669) time: 0.0987 data: 0.0022 max mem: 3006 Epoch: [63] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 449.3425734353762 loss: 1.1928 (1.0876) acc1: 71.8750 (73.1457) acc5: 87.5000 (89.3024) time: 0.0953 data: 0.0011 max mem: 3006 Epoch: [63] [250/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 385.9792657009832 loss: 1.2145 (1.0927) acc1: 71.8750 (73.0329) acc5: 87.5000 (89.1808) time: 0.0948 data: 0.0010 max mem: 3006 Epoch: [63] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 409.22035221230306 loss: 1.1002 (1.0904) acc1: 71.8750 (73.0364) acc5: 87.5000 (89.2720) time: 0.1009 data: 0.0010 max mem: 3006 Epoch: [63] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 340.80117817332354 loss: 1.0159 (1.0878) acc1: 71.8750 (73.0512) acc5: 90.6250 (89.3796) time: 0.0932 data: 0.0012 max mem: 3006 Epoch: [63] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 301.1148482509826 loss: 1.1067 (1.0918) acc1: 71.8750 (72.9093) acc5: 90.6250 (89.2905) time: 0.0916 data: 0.0026 max mem: 3006 Epoch: [63] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 389.5608238326329 loss: 0.9811 (1.0877) acc1: 75.0000 (73.1314) acc5: 87.5000 (89.3149) time: 0.0981 data: 0.0027 max mem: 3006 Epoch: [63] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 306.16894095962846 loss: 0.9763 (1.0909) acc1: 81.2500 (73.1520) acc5: 87.5000 (89.2546) time: 0.0965 data: 0.0025 max mem: 3006 Epoch: [63] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 440.48850352147343 loss: 1.0963 (1.0917) acc1: 75.0000 (73.2114) acc5: 87.5000 (89.2484) time: 0.0952 data: 0.0034 max mem: 3006 Epoch: [63] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 367.35848302628375 loss: 1.0025 (1.0889) acc1: 75.0000 (73.2379) acc5: 87.5000 (89.2523) time: 0.0959 data: 0.0040 max mem: 3006 Epoch: [63] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 408.59248435254864 loss: 1.0407 (1.0906) acc1: 71.8750 (73.1968) acc5: 87.5000 (89.2183) time: 0.0929 data: 0.0032 max mem: 3006 Epoch: [63] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 415.37015671808075 loss: 1.1315 (1.0943) acc1: 68.7500 (73.0847) acc5: 84.3750 (89.1587) time: 0.0944 data: 0.0029 max mem: 3006 Epoch: [63] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 351.8619163717394 loss: 1.1315 (1.0965) acc1: 71.8750 (73.0502) acc5: 87.5000 (89.1560) time: 0.0990 data: 0.0040 max mem: 3006 Epoch: [63] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 411.34994452719394 loss: 1.0343 (1.0960) acc1: 75.0000 (73.1215) acc5: 87.5000 (89.1101) time: 0.0943 data: 0.0028 max mem: 3006 Epoch: [63] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 866.3903534818869 loss: 1.0519 (1.0965) acc1: 71.8750 (73.0795) acc5: 90.6250 (89.1088) time: 0.0682 data: 0.0010 max mem: 3006 Epoch: [63] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 868.3016529192948 loss: 0.9352 (1.0931) acc1: 71.8750 (73.1463) acc5: 90.6250 (89.1568) time: 0.0408 data: 0.0001 max mem: 3006 Epoch: [63] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 749.1366977147093 loss: 1.0490 (1.0954) acc1: 75.0000 (73.1520) acc5: 90.6250 (89.1360) time: 0.0365 data: 0.0001 max mem: 3006 Epoch: [63] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:39 loss: 1.7353 (1.7353) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.4927 data: 2.4801 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.640 Acc@5 82.710 Test: EMA [ 0/40] eta: 0:01:30 loss: 1.5007 (1.5007) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 2.2722 data: 2.2613 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.320 Acc@5 83.700 Epoch: [64] [ 0/391] eta: 0:19:32 lr: 0.0010000000000000002 img/s: 904.1823215957855 loss: 0.8822 (0.8822) acc1: 84.3750 (84.3750) acc5: 90.6250 (90.6250) time: 2.9981 data: 2.9627 max mem: 3006 Epoch: [64] [ 10/391] eta: 0:02:11 lr: 0.0010000000000000002 img/s: 418.37922220421194 loss: 1.4084 (1.3383) acc1: 65.6250 (67.3295) acc5: 84.3750 (85.2273) time: 0.3454 data: 0.2815 max mem: 3006 Epoch: [64] [ 20/391] eta: 0:01:25 lr: 0.0010000000000000002 img/s: 299.6332723132562 loss: 1.3011 (1.2856) acc1: 65.6250 (68.0060) acc5: 84.3750 (86.0119) time: 0.0923 data: 0.0071 max mem: 3006 Epoch: [64] [ 30/391] eta: 0:01:06 lr: 0.0010000000000000002 img/s: 401.1217013442676 loss: 1.1143 (1.2376) acc1: 71.8750 (69.6573) acc5: 87.5000 (86.2903) time: 0.0959 data: 0.0011 max mem: 3006 Epoch: [64] [ 40/391] eta: 0:00:57 lr: 0.0010000000000000002 img/s: 607.0069195075844 loss: 1.1120 (1.2179) acc1: 71.8750 (70.1220) acc5: 87.5000 (86.5854) time: 0.0909 data: 0.0013 max mem: 3006 Epoch: [64] [ 50/391] eta: 0:00:50 lr: 0.0010000000000000002 img/s: 277.59842480599633 loss: 1.1120 (1.2214) acc1: 71.8750 (70.3431) acc5: 87.5000 (86.2132) time: 0.0936 data: 0.0018 max mem: 3006 Epoch: [64] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 428.08848970426885 loss: 1.0360 (1.1869) acc1: 71.8750 (70.9016) acc5: 87.5000 (86.9365) time: 0.0931 data: 0.0037 max mem: 3006 Epoch: [64] [ 70/391] eta: 0:00:43 lr: 0.0010000000000000002 img/s: 309.9050965958813 loss: 1.0372 (1.1812) acc1: 75.0000 (70.9507) acc5: 90.6250 (87.3239) time: 0.0969 data: 0.0032 max mem: 3006 Epoch: [64] [ 80/391] eta: 0:00:40 lr: 0.0010000000000000002 img/s: 355.3949022660714 loss: 1.1549 (1.1829) acc1: 71.8750 (70.7948) acc5: 87.5000 (87.2299) time: 0.0964 data: 0.0019 max mem: 3006 Epoch: [64] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 377.58352580422826 loss: 1.1549 (1.1748) acc1: 71.8750 (70.9478) acc5: 87.5000 (87.3283) time: 0.0907 data: 0.0017 max mem: 3006 Epoch: [64] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 345.8907778937467 loss: 1.0007 (1.1682) acc1: 71.8750 (71.0705) acc5: 87.5000 (87.3762) time: 0.0903 data: 0.0010 max mem: 3006 Epoch: [64] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 390.562918301072 loss: 1.0274 (1.1590) acc1: 75.0000 (71.4809) acc5: 87.5000 (87.4718) time: 0.0922 data: 0.0016 max mem: 3006 Epoch: [64] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 316.49675409658244 loss: 1.0698 (1.1594) acc1: 71.8750 (71.3843) acc5: 87.5000 (87.6033) time: 0.0949 data: 0.0039 max mem: 3006 Epoch: [64] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 309.9895559789826 loss: 1.0900 (1.1514) acc1: 71.8750 (71.7080) acc5: 87.5000 (87.8101) time: 0.0964 data: 0.0030 max mem: 3006 Epoch: [64] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 510.9552611542561 loss: 1.0493 (1.1436) acc1: 75.0000 (71.9193) acc5: 90.6250 (87.8989) time: 0.0933 data: 0.0004 max mem: 3006 Epoch: [64] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 400.49332350633034 loss: 0.9696 (1.1316) acc1: 75.0000 (72.1233) acc5: 90.6250 (88.1416) time: 0.0936 data: 0.0013 max mem: 3006 Epoch: [64] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 357.55543241976045 loss: 0.9292 (1.1196) acc1: 75.0000 (72.3797) acc5: 90.6250 (88.3540) time: 0.0998 data: 0.0038 max mem: 3006 Epoch: [64] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 291.0708735526992 loss: 0.9591 (1.1217) acc1: 75.0000 (72.2222) acc5: 90.6250 (88.2858) time: 0.0970 data: 0.0036 max mem: 3006 Epoch: [64] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 353.2965904275061 loss: 1.0234 (1.1225) acc1: 68.7500 (72.2894) acc5: 87.5000 (88.2769) time: 0.0919 data: 0.0053 max mem: 3006 Epoch: [64] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 369.2555009601576 loss: 1.0284 (1.1153) acc1: 71.8750 (72.4476) acc5: 90.6250 (88.4326) time: 0.0988 data: 0.0061 max mem: 3006 Epoch: [64] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 305.3518886318084 loss: 1.1268 (1.1240) acc1: 71.8750 (72.1393) acc5: 87.5000 (88.3240) time: 0.0986 data: 0.0025 max mem: 3006 Epoch: [64] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 387.5104385911727 loss: 1.1541 (1.1248) acc1: 68.7500 (71.9639) acc5: 87.5000 (88.3294) time: 0.0912 data: 0.0023 max mem: 3006 Epoch: [64] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 499.9207681821229 loss: 1.1304 (1.1264) acc1: 68.7500 (71.7902) acc5: 87.5000 (88.3201) time: 0.0927 data: 0.0025 max mem: 3006 Epoch: [64] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 307.2046875715267 loss: 1.1304 (1.1303) acc1: 68.7500 (71.6991) acc5: 87.5000 (88.2170) time: 0.0981 data: 0.0028 max mem: 3006 Epoch: [64] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 340.8712860223137 loss: 1.0001 (1.1227) acc1: 71.8750 (71.8880) acc5: 90.6250 (88.2910) time: 0.0951 data: 0.0025 max mem: 3006 Epoch: [64] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 310.4010582769235 loss: 0.9995 (1.1216) acc1: 71.8750 (71.9497) acc5: 90.6250 (88.3466) time: 0.0944 data: 0.0027 max mem: 3006 Epoch: [64] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 264.76736887165214 loss: 1.0153 (1.1208) acc1: 71.8750 (71.9708) acc5: 90.6250 (88.4100) time: 0.0998 data: 0.0040 max mem: 3006 Epoch: [64] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 252.07574044511222 loss: 1.0364 (1.1187) acc1: 71.8750 (72.0364) acc5: 90.6250 (88.4110) time: 0.0967 data: 0.0026 max mem: 3006 Epoch: [64] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 390.9258008988358 loss: 1.0364 (1.1156) acc1: 71.8750 (72.0641) acc5: 90.6250 (88.4453) time: 0.0941 data: 0.0016 max mem: 3006 Epoch: [64] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 323.3546577880355 loss: 1.0576 (1.1198) acc1: 68.7500 (71.9180) acc5: 90.6250 (88.3913) time: 0.0976 data: 0.0015 max mem: 3006 Epoch: [64] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 288.4870359185551 loss: 1.1025 (1.1213) acc1: 68.7500 (71.9165) acc5: 87.5000 (88.2890) time: 0.0941 data: 0.0014 max mem: 3006 Epoch: [64] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 322.33580456830236 loss: 1.1466 (1.1248) acc1: 68.7500 (71.8549) acc5: 87.5000 (88.2436) time: 0.0957 data: 0.0014 max mem: 3006 Epoch: [64] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 398.8201237902519 loss: 1.1448 (1.1232) acc1: 68.7500 (71.8750) acc5: 87.5000 (88.2886) time: 0.0968 data: 0.0017 max mem: 3006 Epoch: [64] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 282.5945745639523 loss: 1.0588 (1.1264) acc1: 71.8750 (71.8750) acc5: 90.6250 (88.2364) time: 0.0929 data: 0.0026 max mem: 3006 Epoch: [64] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 253.24434096299385 loss: 1.0519 (1.1232) acc1: 71.8750 (71.9117) acc5: 90.6250 (88.2790) time: 0.0956 data: 0.0026 max mem: 3006 Epoch: [64] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 346.15750923308644 loss: 1.0808 (1.1225) acc1: 71.8750 (71.8572) acc5: 87.5000 (88.2924) time: 0.0929 data: 0.0028 max mem: 3006 Epoch: [64] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 335.46883951111 loss: 1.1071 (1.1238) acc1: 71.8750 (71.8317) acc5: 87.5000 (88.2618) time: 0.0967 data: 0.0022 max mem: 3006 Epoch: [64] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 868.8018849604495 loss: 1.0550 (1.1216) acc1: 75.0000 (71.9003) acc5: 87.5000 (88.2497) time: 0.0729 data: 0.0007 max mem: 3006 Epoch: [64] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 866.1834749891902 loss: 1.0550 (1.1209) acc1: 75.0000 (71.9734) acc5: 87.5000 (88.2628) time: 0.0395 data: 0.0001 max mem: 3006 Epoch: [64] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 746.7625719957626 loss: 0.9340 (1.1172) acc1: 71.8750 (71.9840) acc5: 90.6250 (88.3040) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [64] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:23 loss: 1.7179 (1.7179) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.0846 data: 2.0728 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.940 Acc@5 83.010 Test: EMA [ 0/40] eta: 0:00:59 loss: 1.5140 (1.5140) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 1.4939 data: 1.4829 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.310 Acc@5 83.640 Epoch: [65] [ 0/391] eta: 0:17:49 lr: 0.0010000000000000002 img/s: 597.4127167115483 loss: 0.8551 (0.8551) acc1: 78.1250 (78.1250) acc5: 93.7500 (93.7500) time: 2.7353 data: 2.6817 max mem: 3006 Epoch: [65] [ 10/391] eta: 0:02:01 lr: 0.0010000000000000002 img/s: 378.55049540694444 loss: 1.1610 (1.1431) acc1: 71.8750 (73.0114) acc5: 90.6250 (88.3523) time: 0.3199 data: 0.2622 max mem: 3006 Epoch: [65] [ 20/391] eta: 0:01:21 lr: 0.0010000000000000002 img/s: 339.88206485268233 loss: 1.1198 (1.1000) acc1: 71.8750 (74.1071) acc5: 87.5000 (88.6905) time: 0.0936 data: 0.0105 max mem: 3006 Epoch: [65] [ 30/391] eta: 0:01:04 lr: 0.0010000000000000002 img/s: 299.6265833240317 loss: 1.0552 (1.0954) acc1: 75.0000 (74.1935) acc5: 87.5000 (88.7097) time: 0.0991 data: 0.0008 max mem: 3006 Epoch: [65] [ 40/391] eta: 0:00:55 lr: 0.0010000000000000002 img/s: 403.2730146234763 loss: 1.1186 (1.0935) acc1: 75.0000 (74.1616) acc5: 87.5000 (89.1768) time: 0.0931 data: 0.0021 max mem: 3006 Epoch: [65] [ 50/391] eta: 0:00:49 lr: 0.0010000000000000002 img/s: 251.39678734116518 loss: 1.1305 (1.1192) acc1: 71.8750 (72.7941) acc5: 90.6250 (88.9093) time: 0.0949 data: 0.0024 max mem: 3006 Epoch: [65] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 486.6275869070236 loss: 1.1511 (1.1119) acc1: 68.7500 (72.4898) acc5: 87.5000 (88.9857) time: 0.0912 data: 0.0020 max mem: 3006 Epoch: [65] [ 70/391] eta: 0:00:41 lr: 0.0010000000000000002 img/s: 396.4019256327712 loss: 1.1411 (1.1092) acc1: 75.0000 (72.7553) acc5: 90.6250 (89.0845) time: 0.0908 data: 0.0031 max mem: 3006 Epoch: [65] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 363.868775127893 loss: 1.0955 (1.1108) acc1: 71.8750 (72.4537) acc5: 90.6250 (89.1590) time: 0.0950 data: 0.0041 max mem: 3006 Epoch: [65] [ 90/391] eta: 0:00:36 lr: 0.0010000000000000002 img/s: 512.9960746841974 loss: 1.0306 (1.1034) acc1: 71.8750 (72.7335) acc5: 87.5000 (89.0110) time: 0.0933 data: 0.0041 max mem: 3006 Epoch: [65] [100/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 413.41648211178017 loss: 1.0590 (1.1058) acc1: 75.0000 (72.7723) acc5: 87.5000 (88.8923) time: 0.0919 data: 0.0023 max mem: 3006 Epoch: [65] [110/391] eta: 0:00:32 lr: 0.0010000000000000002 img/s: 373.30194525257133 loss: 0.9978 (1.1002) acc1: 71.8750 (72.7477) acc5: 87.5000 (88.9077) time: 0.0953 data: 0.0020 max mem: 3006 Epoch: [65] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 370.99472051921344 loss: 1.1088 (1.1014) acc1: 71.8750 (72.6756) acc5: 87.5000 (88.8430) time: 0.0949 data: 0.0022 max mem: 3006 Epoch: [65] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 407.8351372539487 loss: 1.1088 (1.1031) acc1: 71.8750 (72.7338) acc5: 87.5000 (88.7643) time: 0.0970 data: 0.0030 max mem: 3006 Epoch: [65] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 298.6624892077366 loss: 0.9899 (1.0875) acc1: 78.1250 (73.1826) acc5: 90.6250 (88.9628) time: 0.0971 data: 0.0030 max mem: 3006 Epoch: [65] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 452.52252367674873 loss: 0.9937 (1.0923) acc1: 71.8750 (72.8063) acc5: 90.6250 (88.9073) time: 0.0932 data: 0.0016 max mem: 3006 Epoch: [65] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 288.0177852168968 loss: 1.0903 (1.0839) acc1: 65.6250 (72.9425) acc5: 90.6250 (89.1498) time: 0.0939 data: 0.0019 max mem: 3006 Epoch: [65] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 354.5874383780956 loss: 0.9862 (1.0828) acc1: 75.0000 (73.0080) acc5: 90.6250 (89.1813) time: 0.0993 data: 0.0024 max mem: 3006 Epoch: [65] [180/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 291.61411208496105 loss: 1.1347 (1.0890) acc1: 71.8750 (72.9454) acc5: 87.5000 (89.0539) time: 0.0968 data: 0.0021 max mem: 3006 Epoch: [65] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 270.1275348784788 loss: 1.0876 (1.0903) acc1: 75.0000 (72.9712) acc5: 87.5000 (88.9889) time: 0.0955 data: 0.0011 max mem: 3006 Epoch: [65] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 351.2514046891888 loss: 1.0060 (1.0865) acc1: 75.0000 (72.9944) acc5: 90.6250 (89.0858) time: 0.0931 data: 0.0017 max mem: 3006 Epoch: [65] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 387.8049096204521 loss: 0.9324 (1.0845) acc1: 75.0000 (72.9710) acc5: 90.6250 (89.0551) time: 0.0928 data: 0.0021 max mem: 3006 Epoch: [65] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 375.3806533893067 loss: 0.9815 (1.0796) acc1: 78.1250 (73.0486) acc5: 93.7500 (89.1686) time: 0.0981 data: 0.0021 max mem: 3006 Epoch: [65] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 467.25545610572084 loss: 0.9011 (1.0747) acc1: 75.0000 (73.2413) acc5: 93.7500 (89.2045) time: 0.0956 data: 0.0023 max mem: 3006 Epoch: [65] [240/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 474.95736918280613 loss: 0.9311 (1.0768) acc1: 71.8750 (73.1068) acc5: 87.5000 (89.1727) time: 0.0952 data: 0.0021 max mem: 3006 Epoch: [65] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 415.9584468390404 loss: 1.0175 (1.0779) acc1: 68.7500 (73.0578) acc5: 87.5000 (89.1185) time: 0.0953 data: 0.0017 max mem: 3006 Epoch: [65] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 387.11478369717895 loss: 1.0085 (1.0781) acc1: 71.8750 (73.1202) acc5: 87.5000 (89.1164) time: 0.0988 data: 0.0018 max mem: 3006 Epoch: [65] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 408.81027556021235 loss: 0.9945 (1.0767) acc1: 71.8750 (73.1319) acc5: 90.6250 (89.1720) time: 0.0970 data: 0.0020 max mem: 3006 Epoch: [65] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 351.1034702857113 loss: 1.0818 (1.0785) acc1: 75.0000 (73.1206) acc5: 87.5000 (89.1125) time: 0.0935 data: 0.0011 max mem: 3006 Epoch: [65] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 388.5402369724497 loss: 1.0948 (1.0759) acc1: 75.0000 (73.1851) acc5: 87.5000 (89.1430) time: 0.0994 data: 0.0017 max mem: 3006 Epoch: [65] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 274.5215998690979 loss: 0.9953 (1.0725) acc1: 75.0000 (73.1728) acc5: 90.6250 (89.2130) time: 0.0977 data: 0.0018 max mem: 3006 Epoch: [65] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 290.05374145837567 loss: 1.0016 (1.0721) acc1: 75.0000 (73.2617) acc5: 90.6250 (89.1881) time: 0.0949 data: 0.0024 max mem: 3006 Epoch: [65] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 283.6025187000803 loss: 1.0345 (1.0695) acc1: 75.0000 (73.3840) acc5: 90.6250 (89.1550) time: 0.0971 data: 0.0038 max mem: 3006 Epoch: [65] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 337.4653414562396 loss: 0.9019 (1.0668) acc1: 75.0000 (73.3667) acc5: 90.6250 (89.2466) time: 0.0951 data: 0.0024 max mem: 3006 Epoch: [65] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 364.72902473688356 loss: 1.0272 (1.0686) acc1: 71.8750 (73.3413) acc5: 90.6250 (89.2137) time: 0.0927 data: 0.0021 max mem: 3006 Epoch: [65] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 452.36543063410426 loss: 1.0709 (1.0660) acc1: 75.0000 (73.3885) acc5: 87.5000 (89.2717) time: 0.0954 data: 0.0049 max mem: 3006 Epoch: [65] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 275.82423562389283 loss: 1.0049 (1.0691) acc1: 75.0000 (73.3033) acc5: 87.5000 (89.2313) time: 0.0987 data: 0.0047 max mem: 3006 Epoch: [65] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 869.7420797179867 loss: 1.0372 (1.0679) acc1: 75.0000 (73.3996) acc5: 87.5000 (89.2604) time: 0.0695 data: 0.0013 max mem: 3006 Epoch: [65] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 870.3060452992173 loss: 1.0110 (1.0663) acc1: 78.1250 (73.5154) acc5: 87.5000 (89.2717) time: 0.0389 data: 0.0001 max mem: 3006 Epoch: [65] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 755.1249898729848 loss: 1.0845 (1.0698) acc1: 75.0000 (73.4960) acc5: 87.5000 (89.2240) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [65] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:07 loss: 1.6933 (1.6933) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 1.6936 data: 1.6816 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.830 Acc@5 83.020 Test: EMA [ 0/40] eta: 0:01:32 loss: 1.5251 (1.5251) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 2.3004 data: 2.2564 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.400 Acc@5 83.700 Epoch: [66] [ 0/391] eta: 0:18:00 lr: 0.0010000000000000002 img/s: 884.9559426634843 loss: 1.4093 (1.4093) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 2.7640 data: 2.7278 max mem: 3006 Epoch: [66] [ 10/391] eta: 0:02:04 lr: 0.0010000000000000002 img/s: 460.2644902438188 loss: 1.0739 (1.1228) acc1: 71.8750 (72.7273) acc5: 90.6250 (88.3523) time: 0.3266 data: 0.2638 max mem: 3006 Epoch: [66] [ 20/391] eta: 0:01:21 lr: 0.0010000000000000002 img/s: 288.1451613249492 loss: 1.0343 (1.1158) acc1: 71.8750 (72.9167) acc5: 87.5000 (87.9464) time: 0.0930 data: 0.0097 max mem: 3006 Epoch: [66] [ 30/391] eta: 0:01:04 lr: 0.0010000000000000002 img/s: 445.55821202715487 loss: 1.1025 (1.1021) acc1: 75.0000 (74.1935) acc5: 87.5000 (88.1048) time: 0.0976 data: 0.0025 max mem: 3006 Epoch: [66] [ 40/391] eta: 0:00:56 lr: 0.0010000000000000002 img/s: 241.4695819098045 loss: 1.1025 (1.0834) acc1: 75.0000 (74.0854) acc5: 87.5000 (88.6433) time: 0.0969 data: 0.0031 max mem: 3006 Epoch: [66] [ 50/391] eta: 0:00:49 lr: 0.0010000000000000002 img/s: 359.06966690119935 loss: 0.9384 (1.0715) acc1: 75.0000 (74.4485) acc5: 90.6250 (88.9706) time: 0.0908 data: 0.0027 max mem: 3006 Epoch: [66] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 536.8988307391984 loss: 1.0974 (1.1038) acc1: 71.8750 (73.9242) acc5: 87.5000 (88.3709) time: 0.0942 data: 0.0022 max mem: 3006 Epoch: [66] [ 70/391] eta: 0:00:41 lr: 0.0010000000000000002 img/s: 309.71844727405306 loss: 1.0974 (1.0922) acc1: 71.8750 (74.0757) acc5: 87.5000 (88.6004) time: 0.0960 data: 0.0022 max mem: 3006 Epoch: [66] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 432.92829241701423 loss: 0.9751 (1.0994) acc1: 71.8750 (73.6111) acc5: 87.5000 (88.3488) time: 0.0906 data: 0.0023 max mem: 3006 Epoch: [66] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 349.28974467741807 loss: 1.0300 (1.1060) acc1: 71.8750 (73.3173) acc5: 87.5000 (88.5646) time: 0.0968 data: 0.0016 max mem: 3006 Epoch: [66] [100/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 455.15895564651504 loss: 1.0300 (1.0941) acc1: 71.8750 (73.5149) acc5: 90.6250 (88.7067) time: 0.0938 data: 0.0017 max mem: 3006 Epoch: [66] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 278.4068766957344 loss: 1.0179 (1.0911) acc1: 71.8750 (73.6486) acc5: 90.6250 (88.7106) time: 0.0942 data: 0.0027 max mem: 3006 Epoch: [66] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 441.83851651408463 loss: 1.1144 (1.1055) acc1: 71.8750 (73.3729) acc5: 87.5000 (88.4556) time: 0.0942 data: 0.0023 max mem: 3006 Epoch: [66] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 360.9080343866046 loss: 1.1499 (1.1018) acc1: 71.8750 (73.3540) acc5: 84.3750 (88.5258) time: 0.0913 data: 0.0019 max mem: 3006 Epoch: [66] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 356.45579947627573 loss: 1.0558 (1.0983) acc1: 75.0000 (73.4707) acc5: 87.5000 (88.5195) time: 0.0957 data: 0.0025 max mem: 3006 Epoch: [66] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 233.96207944246984 loss: 1.0086 (1.0903) acc1: 75.0000 (73.5099) acc5: 87.5000 (88.6589) time: 0.0967 data: 0.0021 max mem: 3006 Epoch: [66] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 379.3722472999443 loss: 0.9482 (1.0892) acc1: 75.0000 (73.4472) acc5: 90.6250 (88.6258) time: 0.0936 data: 0.0018 max mem: 3006 Epoch: [66] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 274.92365424006556 loss: 0.9176 (1.0810) acc1: 75.0000 (73.5928) acc5: 90.6250 (88.7792) time: 0.0967 data: 0.0028 max mem: 3006 Epoch: [66] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 401.9361299441796 loss: 0.9176 (1.0747) acc1: 75.0000 (73.6878) acc5: 90.6250 (88.8467) time: 0.0963 data: 0.0035 max mem: 3006 Epoch: [66] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 439.3192040927882 loss: 1.0270 (1.0769) acc1: 75.0000 (73.6911) acc5: 90.6250 (88.8743) time: 0.0954 data: 0.0045 max mem: 3006 Epoch: [66] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 325.5862641121305 loss: 1.0270 (1.0784) acc1: 75.0000 (73.6474) acc5: 90.6250 (88.8526) time: 0.1016 data: 0.0035 max mem: 3006 Epoch: [66] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 284.17836930262695 loss: 1.0033 (1.0776) acc1: 75.0000 (73.7411) acc5: 87.5000 (88.8033) time: 0.0996 data: 0.0022 max mem: 3006 Epoch: [66] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 285.2497901289405 loss: 1.0591 (1.0802) acc1: 75.0000 (73.7274) acc5: 90.6250 (88.8009) time: 0.0924 data: 0.0018 max mem: 3006 Epoch: [66] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 280.45754930866525 loss: 1.0838 (1.0756) acc1: 75.0000 (73.8907) acc5: 90.6250 (88.8934) time: 0.0915 data: 0.0016 max mem: 3006 Epoch: [66] [240/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 401.3712043732319 loss: 1.0907 (1.0784) acc1: 75.0000 (73.9108) acc5: 90.6250 (88.8615) time: 0.0951 data: 0.0015 max mem: 3006 Epoch: [66] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 321.6575590326624 loss: 1.1192 (1.0783) acc1: 75.0000 (73.9293) acc5: 87.5000 (88.8820) time: 0.1006 data: 0.0017 max mem: 3006 Epoch: [66] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 429.9039346068596 loss: 1.0157 (1.0783) acc1: 75.0000 (73.9823) acc5: 87.5000 (88.8769) time: 0.0969 data: 0.0026 max mem: 3006 Epoch: [66] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 300.71343464827675 loss: 1.0157 (1.0785) acc1: 75.0000 (74.0083) acc5: 87.5000 (88.9184) time: 0.0968 data: 0.0024 max mem: 3006 Epoch: [66] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 351.5016145463688 loss: 1.0943 (1.0785) acc1: 75.0000 (73.9880) acc5: 87.5000 (88.8568) time: 0.0997 data: 0.0023 max mem: 3006 Epoch: [66] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 380.9497167380025 loss: 1.0696 (1.0783) acc1: 71.8750 (73.8509) acc5: 87.5000 (88.8746) time: 0.0956 data: 0.0033 max mem: 3006 Epoch: [66] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 328.4321223896521 loss: 1.0845 (1.0816) acc1: 68.7500 (73.6711) acc5: 87.5000 (88.8185) time: 0.0934 data: 0.0030 max mem: 3006 Epoch: [66] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 299.6305966817281 loss: 1.2144 (1.0860) acc1: 68.7500 (73.5932) acc5: 84.3750 (88.7158) time: 0.0947 data: 0.0028 max mem: 3006 Epoch: [66] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 274.7559416824634 loss: 1.0555 (1.0818) acc1: 71.8750 (73.7442) acc5: 90.6250 (88.8240) time: 0.0975 data: 0.0026 max mem: 3006 Epoch: [66] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 372.5186595540358 loss: 0.8798 (1.0783) acc1: 75.0000 (73.8104) acc5: 90.6250 (88.8973) time: 0.0986 data: 0.0014 max mem: 3006 Epoch: [66] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 352.7682287696796 loss: 1.0181 (1.0805) acc1: 75.0000 (73.7995) acc5: 90.6250 (88.8471) time: 0.0935 data: 0.0025 max mem: 3006 Epoch: [66] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 335.8482626777233 loss: 1.0557 (1.0789) acc1: 75.0000 (73.8248) acc5: 87.5000 (88.8622) time: 0.0927 data: 0.0028 max mem: 3006 Epoch: [66] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 537.9230895631856 loss: 0.9377 (1.0773) acc1: 75.0000 (73.8747) acc5: 87.5000 (88.8331) time: 0.0951 data: 0.0020 max mem: 3006 Epoch: [66] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 865.4071647796147 loss: 1.1443 (1.0815) acc1: 71.8750 (73.7281) acc5: 87.5000 (88.7635) time: 0.0697 data: 0.0012 max mem: 3006 Epoch: [66] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 866.4854388988954 loss: 1.1214 (1.0803) acc1: 71.8750 (73.7041) acc5: 90.6250 (88.7713) time: 0.0417 data: 0.0001 max mem: 3006 Epoch: [66] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 748.6686836773854 loss: 1.0489 (1.0808) acc1: 71.8750 (73.6480) acc5: 90.6250 (88.8160) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [66] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:35 loss: 1.7170 (1.7170) acc1: 62.5000 (62.5000) acc5: 81.2500 (81.2500) time: 2.3975 data: 2.3850 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.720 Acc@5 82.820 Test: EMA [ 0/40] eta: 0:01:12 loss: 1.5357 (1.5357) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 1.8198 data: 1.8089 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.390 Acc@5 83.750 Epoch: [67] [ 0/391] eta: 0:18:37 lr: 0.0010000000000000002 img/s: 911.6875403310714 loss: 1.1081 (1.1081) acc1: 78.1250 (78.1250) acc5: 87.5000 (87.5000) time: 2.8590 data: 2.8239 max mem: 3006 Epoch: [67] [ 10/391] eta: 0:02:02 lr: 0.0010000000000000002 img/s: 415.60939116002254 loss: 1.0670 (1.0844) acc1: 75.0000 (74.1477) acc5: 87.5000 (88.9205) time: 0.3211 data: 0.2575 max mem: 3006 Epoch: [67] [ 20/391] eta: 0:01:21 lr: 0.0010000000000000002 img/s: 306.20875568362 loss: 1.0385 (1.0544) acc1: 71.8750 (73.8095) acc5: 90.6250 (89.7321) time: 0.0866 data: 0.0024 max mem: 3006 Epoch: [67] [ 30/391] eta: 0:01:03 lr: 0.0010000000000000002 img/s: 214.44676686707814 loss: 1.0295 (1.0444) acc1: 71.8750 (74.5968) acc5: 90.6250 (90.3226) time: 0.0980 data: 0.0028 max mem: 3006 Epoch: [67] [ 40/391] eta: 0:00:54 lr: 0.0010000000000000002 img/s: 490.0907680117431 loss: 0.8668 (1.0007) acc1: 78.1250 (75.9146) acc5: 93.7500 (90.9299) time: 0.0914 data: 0.0031 max mem: 3006 Epoch: [67] [ 50/391] eta: 0:00:49 lr: 0.0010000000000000002 img/s: 413.18739667831363 loss: 0.9974 (0.9969) acc1: 78.1250 (76.1029) acc5: 90.6250 (90.9926) time: 0.0919 data: 0.0045 max mem: 3006 Epoch: [67] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 283.66305618196 loss: 0.9983 (1.0185) acc1: 71.8750 (75.1025) acc5: 90.6250 (90.7275) time: 0.0980 data: 0.0043 max mem: 3006 Epoch: [67] [ 70/391] eta: 0:00:41 lr: 0.0010000000000000002 img/s: 323.8821340579098 loss: 1.2109 (1.0446) acc1: 71.8750 (74.6479) acc5: 87.5000 (90.2729) time: 0.0960 data: 0.0044 max mem: 3006 Epoch: [67] [ 80/391] eta: 0:00:38 lr: 0.0010000000000000002 img/s: 291.6946000160824 loss: 1.0849 (1.0376) acc1: 71.8750 (74.5370) acc5: 87.5000 (90.3935) time: 0.0884 data: 0.0033 max mem: 3006 Epoch: [67] [ 90/391] eta: 0:00:36 lr: 0.0010000000000000002 img/s: 428.76268787835227 loss: 1.0770 (1.0491) acc1: 68.7500 (74.0041) acc5: 87.5000 (90.1099) time: 0.0916 data: 0.0015 max mem: 3006 Epoch: [67] [100/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 341.96296485023896 loss: 1.0770 (1.0381) acc1: 75.0000 (74.3812) acc5: 87.5000 (90.0681) time: 0.0970 data: 0.0008 max mem: 3006 Epoch: [67] [110/391] eta: 0:00:32 lr: 0.0010000000000000002 img/s: 347.36245927053164 loss: 1.0447 (1.0424) acc1: 75.0000 (74.3525) acc5: 90.6250 (90.0619) time: 0.0945 data: 0.0018 max mem: 3006 Epoch: [67] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 325.11227972434506 loss: 1.1879 (1.0615) acc1: 68.7500 (73.8895) acc5: 87.5000 (89.6436) time: 0.0929 data: 0.0025 max mem: 3006 Epoch: [67] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 361.8313689545479 loss: 1.2020 (1.0638) acc1: 68.7500 (73.7834) acc5: 87.5000 (89.6708) time: 0.0939 data: 0.0031 max mem: 3006 Epoch: [67] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 477.2202852276808 loss: 0.9223 (1.0519) acc1: 75.0000 (73.9583) acc5: 93.7500 (89.8493) time: 0.0946 data: 0.0028 max mem: 3006 Epoch: [67] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 373.8769934454816 loss: 0.8858 (1.0419) acc1: 78.1250 (74.3377) acc5: 90.6250 (89.9214) time: 0.0935 data: 0.0016 max mem: 3006 Epoch: [67] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 339.6515564463272 loss: 0.9745 (1.0470) acc1: 75.0000 (74.1460) acc5: 90.6250 (89.8680) time: 0.0971 data: 0.0024 max mem: 3006 Epoch: [67] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 345.8658207559082 loss: 1.1209 (1.0538) acc1: 68.7500 (73.9218) acc5: 90.6250 (89.8209) time: 0.0998 data: 0.0024 max mem: 3006 Epoch: [67] [180/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 424.7396455696203 loss: 1.0595 (1.0558) acc1: 71.8750 (73.8950) acc5: 90.6250 (89.7445) time: 0.0959 data: 0.0027 max mem: 3006 Epoch: [67] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 445.26849594102794 loss: 1.0595 (1.0547) acc1: 71.8750 (73.8220) acc5: 90.6250 (89.8069) time: 0.0956 data: 0.0024 max mem: 3006 Epoch: [67] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 360.6830251450469 loss: 1.0409 (1.0521) acc1: 71.8750 (73.8806) acc5: 90.6250 (89.8321) time: 0.0929 data: 0.0014 max mem: 3006 Epoch: [67] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 436.5613398255937 loss: 1.0269 (1.0500) acc1: 75.0000 (74.0077) acc5: 90.6250 (89.8845) time: 0.0939 data: 0.0016 max mem: 3006 Epoch: [67] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 494.8885283619952 loss: 0.9868 (1.0499) acc1: 75.0000 (74.0385) acc5: 90.6250 (89.7766) time: 0.0951 data: 0.0024 max mem: 3006 Epoch: [67] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 372.49384717003124 loss: 1.0652 (1.0537) acc1: 71.8750 (73.9177) acc5: 90.6250 (89.7051) time: 0.0986 data: 0.0025 max mem: 3006 Epoch: [67] [240/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 267.0638162397924 loss: 1.0664 (1.0550) acc1: 71.8750 (73.9108) acc5: 87.5000 (89.5877) time: 0.0975 data: 0.0017 max mem: 3006 Epoch: [67] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 378.93738759722754 loss: 1.0118 (1.0551) acc1: 75.0000 (74.0164) acc5: 87.5000 (89.5667) time: 0.0927 data: 0.0026 max mem: 3006 Epoch: [67] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 271.6743576924089 loss: 1.0137 (1.0550) acc1: 75.0000 (74.0781) acc5: 90.6250 (89.5354) time: 0.0947 data: 0.0031 max mem: 3006 Epoch: [67] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 295.68912241278656 loss: 1.0137 (1.0546) acc1: 71.8750 (74.0775) acc5: 90.6250 (89.5526) time: 0.0975 data: 0.0032 max mem: 3006 Epoch: [67] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 479.22237694323644 loss: 1.1008 (1.0556) acc1: 71.8750 (74.0102) acc5: 90.6250 (89.5463) time: 0.0961 data: 0.0036 max mem: 3006 Epoch: [67] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 290.57808741737915 loss: 1.1008 (1.0571) acc1: 71.8750 (73.9583) acc5: 87.5000 (89.4974) time: 0.0972 data: 0.0048 max mem: 3006 Epoch: [67] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 317.7653487381031 loss: 1.0328 (1.0561) acc1: 75.0000 (73.9306) acc5: 90.6250 (89.5868) time: 0.0969 data: 0.0041 max mem: 3006 Epoch: [67] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 427.0995054955545 loss: 1.0837 (1.0569) acc1: 75.0000 (73.9248) acc5: 87.5000 (89.5599) time: 0.0964 data: 0.0047 max mem: 3006 Epoch: [67] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 451.7670374795941 loss: 1.0991 (1.0626) acc1: 71.8750 (73.7831) acc5: 87.5000 (89.4276) time: 0.0943 data: 0.0065 max mem: 3006 Epoch: [67] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 372.15610746182574 loss: 1.1812 (1.0630) acc1: 71.8750 (73.7821) acc5: 87.5000 (89.3599) time: 0.0955 data: 0.0033 max mem: 3006 Epoch: [67] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 344.51461940269775 loss: 1.1747 (1.0667) acc1: 75.0000 (73.7262) acc5: 87.5000 (89.3145) time: 0.0953 data: 0.0026 max mem: 3006 Epoch: [67] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 366.05899807994416 loss: 1.1747 (1.0702) acc1: 68.7500 (73.6378) acc5: 87.5000 (89.2806) time: 0.0941 data: 0.0029 max mem: 3006 Epoch: [67] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 436.77159732504595 loss: 1.1295 (1.0701) acc1: 71.8750 (73.6756) acc5: 87.5000 (89.2659) time: 0.0952 data: 0.0019 max mem: 3006 Epoch: [67] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 864.3482695998248 loss: 1.0216 (1.0691) acc1: 71.8750 (73.6860) acc5: 90.6250 (89.3363) time: 0.0688 data: 0.0010 max mem: 3006 Epoch: [67] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 865.0892239073407 loss: 1.0007 (1.0683) acc1: 71.8750 (73.6467) acc5: 90.6250 (89.3291) time: 0.0419 data: 0.0001 max mem: 3006 Epoch: [67] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 749.4646558501894 loss: 1.0008 (1.0706) acc1: 71.8750 (73.6160) acc5: 87.5000 (89.2880) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [67] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:18 loss: 1.6597 (1.6597) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 1.9568 data: 1.9438 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.780 Acc@5 82.830 Test: EMA [ 0/40] eta: 0:01:13 loss: 1.5432 (1.5432) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 1.8293 data: 1.8180 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.430 Acc@5 83.660 Epoch: [68] [ 0/391] eta: 0:19:16 lr: 0.0010000000000000002 img/s: 632.4849227405316 loss: 0.7297 (0.7297) acc1: 81.2500 (81.2500) acc5: 100.0000 (100.0000) time: 2.9584 data: 2.9078 max mem: 3006 Epoch: [68] [ 10/391] eta: 0:02:09 lr: 0.0010000000000000002 img/s: 489.3938370774431 loss: 1.0997 (1.0882) acc1: 75.0000 (73.0114) acc5: 90.6250 (88.9205) time: 0.3388 data: 0.2675 max mem: 3006 Epoch: [68] [ 20/391] eta: 0:01:24 lr: 0.0010000000000000002 img/s: 359.1013698630137 loss: 1.2198 (1.1320) acc1: 68.7500 (71.7262) acc5: 84.3750 (87.6488) time: 0.0909 data: 0.0025 max mem: 3006 Epoch: [68] [ 30/391] eta: 0:01:06 lr: 0.0010000000000000002 img/s: 263.4556179102603 loss: 1.1165 (1.1460) acc1: 68.7500 (71.9758) acc5: 87.5000 (88.2056) time: 0.0973 data: 0.0015 max mem: 3006 Epoch: [68] [ 40/391] eta: 0:00:56 lr: 0.0010000000000000002 img/s: 319.59417377245137 loss: 1.0349 (1.1218) acc1: 75.0000 (72.7896) acc5: 90.6250 (88.6433) time: 0.0937 data: 0.0011 max mem: 3006 Epoch: [68] [ 50/391] eta: 0:00:50 lr: 0.0010000000000000002 img/s: 424.9413582396707 loss: 1.0436 (1.1140) acc1: 71.8750 (72.8554) acc5: 90.6250 (88.5417) time: 0.0959 data: 0.0017 max mem: 3006 Epoch: [68] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 421.83353290778405 loss: 1.0961 (1.1194) acc1: 71.8750 (72.8996) acc5: 87.5000 (88.3709) time: 0.0929 data: 0.0019 max mem: 3006 Epoch: [68] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 531.1745956363953 loss: 1.0993 (1.1245) acc1: 68.7500 (72.7113) acc5: 87.5000 (88.2482) time: 0.0936 data: 0.0016 max mem: 3006 Epoch: [68] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 371.4166705869656 loss: 1.1098 (1.1294) acc1: 68.7500 (72.5309) acc5: 87.5000 (88.2330) time: 0.0944 data: 0.0028 max mem: 3006 Epoch: [68] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 299.3198798418408 loss: 1.1098 (1.1204) acc1: 71.8750 (72.7335) acc5: 87.5000 (88.4615) time: 0.0952 data: 0.0027 max mem: 3006 Epoch: [68] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 281.62922178204525 loss: 0.9540 (1.1021) acc1: 71.8750 (73.0198) acc5: 90.6250 (88.8304) time: 0.0946 data: 0.0024 max mem: 3006 Epoch: [68] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 548.4296145563904 loss: 0.9540 (1.0958) acc1: 71.8750 (73.0011) acc5: 93.7500 (89.0203) time: 0.0924 data: 0.0025 max mem: 3006 Epoch: [68] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 475.1255022319453 loss: 1.1126 (1.1060) acc1: 71.8750 (72.9081) acc5: 87.5000 (88.6364) time: 0.0903 data: 0.0019 max mem: 3006 Epoch: [68] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 569.3319420053787 loss: 1.0822 (1.1055) acc1: 68.7500 (72.7576) acc5: 87.5000 (88.6927) time: 0.0892 data: 0.0018 max mem: 3006 Epoch: [68] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 328.0227581554945 loss: 0.9693 (1.0892) acc1: 75.0000 (73.1605) acc5: 90.6250 (88.8520) time: 0.0962 data: 0.0035 max mem: 3006 Epoch: [68] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 316.1873315617874 loss: 0.7858 (1.0829) acc1: 75.0000 (73.3030) acc5: 90.6250 (88.9280) time: 0.1013 data: 0.0030 max mem: 3006 Epoch: [68] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 339.79257669006756 loss: 0.9288 (1.0851) acc1: 71.8750 (73.1561) acc5: 90.6250 (88.9946) time: 0.0990 data: 0.0024 max mem: 3006 Epoch: [68] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 423.7847887039329 loss: 1.0723 (1.0832) acc1: 71.8750 (73.3370) acc5: 90.6250 (89.0351) time: 0.0948 data: 0.0038 max mem: 3006 Epoch: [68] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 338.8677656112322 loss: 1.0922 (1.0836) acc1: 75.0000 (73.4116) acc5: 90.6250 (89.0711) time: 0.0990 data: 0.0046 max mem: 3006 Epoch: [68] [190/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 333.7968932637642 loss: 1.0578 (1.0830) acc1: 75.0000 (73.3148) acc5: 87.5000 (89.0380) time: 0.0994 data: 0.0034 max mem: 3006 Epoch: [68] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 342.10591138027365 loss: 1.0341 (1.0794) acc1: 71.8750 (73.3364) acc5: 87.5000 (89.0547) time: 0.0947 data: 0.0018 max mem: 3006 Epoch: [68] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 343.2897960227636 loss: 0.8541 (1.0686) acc1: 78.1250 (73.6078) acc5: 90.6250 (89.2476) time: 0.0939 data: 0.0024 max mem: 3006 Epoch: [68] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 366.661006299617 loss: 0.8418 (1.0607) acc1: 78.1250 (73.7981) acc5: 93.7500 (89.3948) time: 0.0940 data: 0.0034 max mem: 3006 Epoch: [68] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 337.8637546758497 loss: 1.0390 (1.0668) acc1: 71.8750 (73.6472) acc5: 90.6250 (89.2045) time: 0.0955 data: 0.0034 max mem: 3006 Epoch: [68] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 241.41442251656582 loss: 1.2218 (1.0723) acc1: 68.7500 (73.4829) acc5: 87.5000 (89.1209) time: 0.0987 data: 0.0025 max mem: 3006 Epoch: [68] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 434.6330491212958 loss: 1.1884 (1.0795) acc1: 68.7500 (73.3068) acc5: 87.5000 (89.0189) time: 0.0989 data: 0.0032 max mem: 3006 Epoch: [68] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 220.16982661045586 loss: 1.2392 (1.0869) acc1: 68.7500 (73.1801) acc5: 87.5000 (88.9368) time: 0.0954 data: 0.0025 max mem: 3006 Epoch: [68] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 437.1912964169381 loss: 1.3248 (1.0911) acc1: 68.7500 (73.0281) acc5: 87.5000 (88.8953) time: 0.0935 data: 0.0010 max mem: 3006 Epoch: [68] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 394.80795512373624 loss: 1.2222 (1.0950) acc1: 68.7500 (72.9982) acc5: 87.5000 (88.7678) time: 0.0937 data: 0.0025 max mem: 3006 Epoch: [68] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 328.2513946395948 loss: 1.0788 (1.0940) acc1: 75.0000 (73.1100) acc5: 87.5000 (88.7457) time: 0.0956 data: 0.0035 max mem: 3006 Epoch: [68] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 339.57507615394735 loss: 1.0536 (1.0923) acc1: 75.0000 (73.1520) acc5: 87.5000 (88.7562) time: 0.0971 data: 0.0028 max mem: 3006 Epoch: [68] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 365.9981075325114 loss: 1.0377 (1.0877) acc1: 75.0000 (73.2617) acc5: 90.6250 (88.8364) time: 0.0964 data: 0.0017 max mem: 3006 Epoch: [68] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 361.1858031286077 loss: 1.0371 (1.0885) acc1: 75.0000 (73.2574) acc5: 90.6250 (88.8629) time: 0.0948 data: 0.0012 max mem: 3006 Epoch: [68] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 411.8080896408047 loss: 1.0371 (1.0883) acc1: 75.0000 (73.2817) acc5: 90.6250 (88.8973) time: 0.0936 data: 0.0020 max mem: 3006 Epoch: [68] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 349.8004368018598 loss: 1.0635 (1.0871) acc1: 75.0000 (73.3138) acc5: 87.5000 (88.8563) time: 0.0946 data: 0.0018 max mem: 3006 Epoch: [68] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 347.32650330848196 loss: 1.0895 (1.0917) acc1: 71.8750 (73.1838) acc5: 87.5000 (88.7821) time: 0.0981 data: 0.0011 max mem: 3006 Epoch: [68] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 422.27415249571334 loss: 1.1186 (1.0922) acc1: 68.7500 (73.1908) acc5: 87.5000 (88.8158) time: 0.0977 data: 0.0017 max mem: 3006 Epoch: [68] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 869.4772683103793 loss: 1.0471 (1.0942) acc1: 71.8750 (73.1553) acc5: 87.5000 (88.7214) time: 0.0693 data: 0.0011 max mem: 3006 Epoch: [68] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 868.616338443816 loss: 1.0484 (1.0968) acc1: 71.8750 (73.0561) acc5: 87.5000 (88.7057) time: 0.0392 data: 0.0001 max mem: 3006 Epoch: [68] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 748.1278538812785 loss: 1.1226 (1.0960) acc1: 68.7500 (73.0240) acc5: 90.6250 (88.7520) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [68] Total time: 0:00:38 Test: [ 0/40] eta: 0:02:12 loss: 1.7511 (1.7511) acc1: 62.5000 (62.5000) acc5: 81.2500 (81.2500) time: 3.3005 data: 3.2812 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.970 Acc@5 82.810 Test: EMA [ 0/40] eta: 0:01:24 loss: 1.5575 (1.5575) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.1035 data: 2.0925 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.430 Acc@5 83.590 Epoch: [69] [ 0/391] eta: 0:18:59 lr: 0.0010000000000000002 img/s: 892.0195925962848 loss: 1.3986 (1.3986) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 2.9156 data: 2.8797 max mem: 3006 Epoch: [69] [ 10/391] eta: 0:02:08 lr: 0.0010000000000000002 img/s: 314.84484562442236 loss: 1.1083 (1.1059) acc1: 71.8750 (72.4432) acc5: 90.6250 (88.9205) time: 0.3379 data: 0.2641 max mem: 3006 Epoch: [69] [ 20/391] eta: 0:01:22 lr: 0.0010000000000000002 img/s: 459.2298412068417 loss: 1.0770 (1.1048) acc1: 71.8750 (72.7679) acc5: 90.6250 (88.6905) time: 0.0881 data: 0.0036 max mem: 3006 Epoch: [69] [ 30/391] eta: 0:01:05 lr: 0.0010000000000000002 img/s: 256.55736319862984 loss: 0.9625 (1.0557) acc1: 75.0000 (74.5968) acc5: 90.6250 (89.0121) time: 0.0955 data: 0.0043 max mem: 3006 Epoch: [69] [ 40/391] eta: 0:00:55 lr: 0.0010000000000000002 img/s: 468.46229935045216 loss: 0.8845 (1.0508) acc1: 78.1250 (74.3902) acc5: 90.6250 (89.0244) time: 0.0925 data: 0.0023 max mem: 3006 Epoch: [69] [ 50/391] eta: 0:00:49 lr: 0.0010000000000000002 img/s: 379.2393271792785 loss: 0.9519 (1.0331) acc1: 71.8750 (74.6324) acc5: 90.6250 (89.5833) time: 0.0921 data: 0.0029 max mem: 3006 Epoch: [69] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 274.7401939712523 loss: 1.0253 (1.0443) acc1: 71.8750 (74.0779) acc5: 90.6250 (89.3443) time: 0.0951 data: 0.0038 max mem: 3006 Epoch: [69] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 278.438642676807 loss: 1.0860 (1.0424) acc1: 71.8750 (74.2077) acc5: 90.6250 (89.7007) time: 0.0955 data: 0.0017 max mem: 3006 Epoch: [69] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 313.50126248175184 loss: 1.0775 (1.0637) acc1: 68.7500 (73.5340) acc5: 90.6250 (89.3519) time: 0.0961 data: 0.0028 max mem: 3006 Epoch: [69] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 404.6346800280976 loss: 1.0606 (1.0607) acc1: 71.8750 (73.8668) acc5: 90.6250 (89.4231) time: 0.0917 data: 0.0047 max mem: 3006 Epoch: [69] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 554.5568386998145 loss: 0.9855 (1.0615) acc1: 75.0000 (73.8243) acc5: 90.6250 (89.3874) time: 0.0901 data: 0.0046 max mem: 3006 Epoch: [69] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 349.63641573624955 loss: 0.9817 (1.0524) acc1: 75.0000 (74.0146) acc5: 90.6250 (89.5270) time: 0.0971 data: 0.0031 max mem: 3006 Epoch: [69] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 267.1924765988621 loss: 1.0085 (1.0523) acc1: 75.0000 (74.1736) acc5: 90.6250 (89.6952) time: 0.0962 data: 0.0017 max mem: 3006 Epoch: [69] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 312.6832648021526 loss: 1.0858 (1.0623) acc1: 75.0000 (73.8788) acc5: 90.6250 (89.5038) time: 0.0932 data: 0.0021 max mem: 3006 Epoch: [69] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 345.23595638563575 loss: 1.0915 (1.0624) acc1: 71.8750 (73.7145) acc5: 90.6250 (89.6277) time: 0.0927 data: 0.0033 max mem: 3006 Epoch: [69] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 288.5763540549083 loss: 0.9930 (1.0583) acc1: 75.0000 (73.7790) acc5: 90.6250 (89.6730) time: 0.0984 data: 0.0031 max mem: 3006 Epoch: [69] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 262.9925619381285 loss: 0.9999 (1.0545) acc1: 75.0000 (73.8354) acc5: 90.6250 (89.7710) time: 0.0984 data: 0.0032 max mem: 3006 Epoch: [69] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 351.04010796588403 loss: 1.0471 (1.0573) acc1: 75.0000 (73.8121) acc5: 90.6250 (89.6930) time: 0.0939 data: 0.0035 max mem: 3006 Epoch: [69] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 358.37074457575255 loss: 1.1016 (1.0575) acc1: 75.0000 (73.8087) acc5: 87.5000 (89.6409) time: 0.0954 data: 0.0041 max mem: 3006 Epoch: [69] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 390.3675368793336 loss: 1.0352 (1.0592) acc1: 75.0000 (73.8384) acc5: 87.5000 (89.6106) time: 0.0933 data: 0.0033 max mem: 3006 Epoch: [69] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 480.4609524900484 loss: 1.0352 (1.0602) acc1: 71.8750 (73.8029) acc5: 87.5000 (89.6144) time: 0.0953 data: 0.0019 max mem: 3006 Epoch: [69] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 335.07939733619605 loss: 1.0063 (1.0625) acc1: 71.8750 (73.7559) acc5: 90.6250 (89.5438) time: 0.0931 data: 0.0019 max mem: 3006 Epoch: [69] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 335.337249248589 loss: 0.9937 (1.0655) acc1: 71.8750 (73.5860) acc5: 87.5000 (89.4372) time: 0.0956 data: 0.0009 max mem: 3006 Epoch: [69] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 427.3456425735418 loss: 0.9695 (1.0617) acc1: 75.0000 (73.6878) acc5: 90.6250 (89.5022) time: 0.1027 data: 0.0005 max mem: 3006 Epoch: [69] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 305.68431217587965 loss: 1.0372 (1.0636) acc1: 71.8750 (73.5218) acc5: 90.6250 (89.5228) time: 0.1003 data: 0.0011 max mem: 3006 Epoch: [69] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 394.7754400929453 loss: 1.0209 (1.0636) acc1: 75.0000 (73.6180) acc5: 90.6250 (89.5294) time: 0.0952 data: 0.0020 max mem: 3006 Epoch: [69] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 272.0030479772699 loss: 0.9574 (1.0590) acc1: 78.1250 (73.7428) acc5: 90.6250 (89.6432) time: 0.0929 data: 0.0024 max mem: 3006 Epoch: [69] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 438.438060020841 loss: 1.0053 (1.0598) acc1: 75.0000 (73.7431) acc5: 90.6250 (89.5756) time: 0.0993 data: 0.0039 max mem: 3006 Epoch: [69] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 513.3531762878988 loss: 1.0991 (1.0659) acc1: 71.8750 (73.6432) acc5: 87.5000 (89.4795) time: 0.0959 data: 0.0053 max mem: 3006 Epoch: [69] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 396.76284283526763 loss: 1.2261 (1.0725) acc1: 68.7500 (73.5180) acc5: 87.5000 (89.4115) time: 0.0931 data: 0.0038 max mem: 3006 Epoch: [69] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 384.83383796678595 loss: 1.1440 (1.0749) acc1: 71.8750 (73.4842) acc5: 87.5000 (89.3272) time: 0.0956 data: 0.0022 max mem: 3006 Epoch: [69] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 297.9074389337121 loss: 1.0851 (1.0725) acc1: 71.8750 (73.4827) acc5: 90.6250 (89.3991) time: 0.0964 data: 0.0023 max mem: 3006 Epoch: [69] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 342.63952802661106 loss: 1.0851 (1.0755) acc1: 71.8750 (73.2963) acc5: 87.5000 (89.3497) time: 0.0987 data: 0.0015 max mem: 3006 Epoch: [69] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 335.92895865766303 loss: 1.0947 (1.0736) acc1: 71.8750 (73.3856) acc5: 87.5000 (89.4071) time: 0.0931 data: 0.0006 max mem: 3006 Epoch: [69] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 342.37294845697437 loss: 1.0093 (1.0753) acc1: 75.0000 (73.3871) acc5: 90.6250 (89.3878) time: 0.0938 data: 0.0025 max mem: 3006 Epoch: [69] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 302.17512134938715 loss: 1.0384 (1.0753) acc1: 71.8750 (73.4152) acc5: 87.5000 (89.3875) time: 0.0999 data: 0.0036 max mem: 3006 Epoch: [69] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 375.5318950104503 loss: 1.0384 (1.0764) acc1: 71.8750 (73.3985) acc5: 90.6250 (89.3785) time: 0.0945 data: 0.0021 max mem: 3006 Epoch: [69] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 867.9479041374047 loss: 0.9927 (1.0738) acc1: 75.0000 (73.4923) acc5: 87.5000 (89.3784) time: 0.0672 data: 0.0008 max mem: 3006 Epoch: [69] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 868.0770171070077 loss: 1.0733 (1.0799) acc1: 75.0000 (73.3514) acc5: 87.5000 (89.2799) time: 0.0420 data: 0.0001 max mem: 3006 Epoch: [69] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 753.2941208164585 loss: 1.1688 (1.0791) acc1: 68.7500 (73.4240) acc5: 90.6250 (89.3120) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [69] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:36 loss: 1.6755 (1.6755) acc1: 62.5000 (62.5000) acc5: 81.2500 (81.2500) time: 2.4157 data: 2.4031 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.800 Acc@5 82.620 Test: EMA [ 0/40] eta: 0:01:31 loss: 1.5651 (1.5651) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.2924 data: 2.2814 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.440 Acc@5 83.550 Epoch: [70] [ 0/391] eta: 0:20:11 lr: 0.0010000000000000002 img/s: 818.4107611068428 loss: 1.1687 (1.1687) acc1: 71.8750 (71.8750) acc5: 78.1250 (78.1250) time: 3.0987 data: 3.0595 max mem: 3006 Epoch: [70] [ 10/391] eta: 0:02:11 lr: 0.0010000000000000002 img/s: 314.11904522295526 loss: 1.0051 (1.0758) acc1: 75.0000 (75.0000) acc5: 90.6250 (89.2045) time: 0.3458 data: 0.2851 max mem: 3006 Epoch: [70] [ 20/391] eta: 0:01:24 lr: 0.0010000000000000002 img/s: 276.3336236306101 loss: 1.0051 (1.0746) acc1: 75.0000 (76.3393) acc5: 90.6250 (89.1369) time: 0.0841 data: 0.0050 max mem: 3006 Epoch: [70] [ 30/391] eta: 0:01:06 lr: 0.0010000000000000002 img/s: 621.579808271199 loss: 1.0899 (1.1110) acc1: 75.0000 (74.6976) acc5: 87.5000 (88.3065) time: 0.0955 data: 0.0022 max mem: 3006 Epoch: [70] [ 40/391] eta: 0:00:56 lr: 0.0010000000000000002 img/s: 340.44070848985535 loss: 1.0210 (1.0628) acc1: 75.0000 (75.6860) acc5: 90.6250 (89.0244) time: 0.0934 data: 0.0012 max mem: 3006 Epoch: [70] [ 50/391] eta: 0:00:50 lr: 0.0010000000000000002 img/s: 318.26718581787657 loss: 0.9782 (1.0725) acc1: 78.1250 (75.1838) acc5: 90.6250 (89.0931) time: 0.0921 data: 0.0014 max mem: 3006 Epoch: [70] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 356.4718936993549 loss: 1.0174 (1.0785) acc1: 71.8750 (74.7439) acc5: 90.6250 (88.9857) time: 0.0981 data: 0.0023 max mem: 3006 Epoch: [70] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 355.80378766992555 loss: 1.0407 (1.0692) acc1: 71.8750 (74.6039) acc5: 87.5000 (88.9965) time: 0.0968 data: 0.0014 max mem: 3006 Epoch: [70] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 351.40222385711184 loss: 1.0872 (1.0755) acc1: 71.8750 (74.2670) acc5: 87.5000 (88.9660) time: 0.0890 data: 0.0007 max mem: 3006 Epoch: [70] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 299.39866738346296 loss: 1.0872 (1.0749) acc1: 75.0000 (74.3819) acc5: 90.6250 (88.9423) time: 0.0975 data: 0.0022 max mem: 3006 Epoch: [70] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 382.541449817305 loss: 1.0904 (1.0797) acc1: 75.0000 (74.1646) acc5: 90.6250 (88.9542) time: 0.0968 data: 0.0037 max mem: 3006 Epoch: [70] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 366.6680180413991 loss: 1.1270 (1.0807) acc1: 71.8750 (74.1836) acc5: 87.5000 (88.8514) time: 0.0900 data: 0.0024 max mem: 3006 Epoch: [70] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 325.0697596690636 loss: 1.0724 (1.0741) acc1: 75.0000 (74.4060) acc5: 87.5000 (88.8171) time: 0.0933 data: 0.0012 max mem: 3006 Epoch: [70] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 316.3863363671294 loss: 0.8873 (1.0630) acc1: 78.1250 (74.6899) acc5: 87.5000 (88.9552) time: 0.0948 data: 0.0033 max mem: 3006 Epoch: [70] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 239.82011935818176 loss: 0.9603 (1.0663) acc1: 78.1250 (74.6454) acc5: 90.6250 (88.9406) time: 0.0977 data: 0.0033 max mem: 3006 Epoch: [70] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 408.42836102489196 loss: 1.0277 (1.0653) acc1: 75.0000 (74.6896) acc5: 90.6250 (88.9073) time: 0.0939 data: 0.0017 max mem: 3006 Epoch: [70] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 427.56209662519035 loss: 1.0338 (1.0719) acc1: 75.0000 (74.5148) acc5: 87.5000 (88.8393) time: 0.0931 data: 0.0027 max mem: 3006 Epoch: [70] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 385.2038354576059 loss: 1.0006 (1.0722) acc1: 75.0000 (74.5980) acc5: 90.6250 (88.8706) time: 0.0984 data: 0.0026 max mem: 3006 Epoch: [70] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 232.7469670590357 loss: 1.0122 (1.0812) acc1: 71.8750 (74.2921) acc5: 90.6250 (88.8467) time: 0.1016 data: 0.0014 max mem: 3006 Epoch: [70] [190/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 324.8832753203623 loss: 1.1104 (1.0842) acc1: 68.7500 (74.1001) acc5: 90.6250 (88.7435) time: 0.0967 data: 0.0033 max mem: 3006 Epoch: [70] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 427.25449799452474 loss: 1.0176 (1.0799) acc1: 71.8750 (74.2071) acc5: 87.5000 (88.7749) time: 0.0955 data: 0.0036 max mem: 3006 Epoch: [70] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 344.2866179461989 loss: 0.9570 (1.0789) acc1: 71.8750 (74.0669) acc5: 90.6250 (88.8181) time: 0.0974 data: 0.0013 max mem: 3006 Epoch: [70] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 344.66855841257694 loss: 0.9973 (1.0781) acc1: 71.8750 (74.1092) acc5: 90.6250 (88.8433) time: 0.0957 data: 0.0018 max mem: 3006 Epoch: [70] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 520.9911031752193 loss: 1.0875 (1.0799) acc1: 71.8750 (74.0936) acc5: 90.6250 (88.7716) time: 0.0943 data: 0.0019 max mem: 3006 Epoch: [70] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 337.08056467349945 loss: 1.0894 (1.0796) acc1: 71.8750 (74.1572) acc5: 90.6250 (88.8226) time: 0.0928 data: 0.0014 max mem: 3006 Epoch: [70] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 306.7938969336092 loss: 1.0894 (1.0832) acc1: 75.0000 (74.0289) acc5: 90.6250 (88.7699) time: 0.0917 data: 0.0015 max mem: 3006 Epoch: [70] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 299.93056474247817 loss: 1.0426 (1.0820) acc1: 75.0000 (73.9583) acc5: 87.5000 (88.8530) time: 0.0944 data: 0.0020 max mem: 3006 Epoch: [70] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 418.3622688323873 loss: 1.0426 (1.0848) acc1: 71.8750 (73.8930) acc5: 90.6250 (88.8030) time: 0.0993 data: 0.0033 max mem: 3006 Epoch: [70] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 236.81079516983903 loss: 1.0139 (1.0799) acc1: 75.0000 (74.0325) acc5: 90.6250 (88.9012) time: 0.0951 data: 0.0032 max mem: 3006 Epoch: [70] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 395.1078101495736 loss: 0.8730 (1.0765) acc1: 75.0000 (74.1302) acc5: 90.6250 (88.9712) time: 0.0978 data: 0.0033 max mem: 3006 Epoch: [70] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 316.8636249887861 loss: 0.9865 (1.0732) acc1: 75.0000 (74.1383) acc5: 90.6250 (88.9950) time: 0.0957 data: 0.0023 max mem: 3006 Epoch: [70] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 433.839287330463 loss: 0.9865 (1.0710) acc1: 75.0000 (74.1559) acc5: 90.6250 (89.0575) time: 0.0959 data: 0.0029 max mem: 3006 Epoch: [70] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 346.35492303523733 loss: 1.0491 (1.0756) acc1: 75.0000 (74.0946) acc5: 87.5000 (88.9408) time: 0.0925 data: 0.0035 max mem: 3006 Epoch: [70] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 396.55300906160534 loss: 1.1192 (1.0783) acc1: 71.8750 (74.0370) acc5: 87.5000 (88.8973) time: 0.0890 data: 0.0027 max mem: 3006 Epoch: [70] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 327.66800043943704 loss: 1.0229 (1.0768) acc1: 71.8750 (74.1294) acc5: 90.6250 (88.9113) time: 0.0969 data: 0.0029 max mem: 3006 Epoch: [70] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 408.4668932922283 loss: 1.0566 (1.0783) acc1: 75.0000 (74.1364) acc5: 87.5000 (88.8711) time: 0.0955 data: 0.0029 max mem: 3006 Epoch: [70] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 325.7213775563445 loss: 1.1332 (1.0767) acc1: 75.0000 (74.1603) acc5: 90.6250 (88.9110) time: 0.0938 data: 0.0030 max mem: 3006 Epoch: [70] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 869.8153539071715 loss: 0.9384 (1.0773) acc1: 75.0000 (74.1914) acc5: 90.6250 (88.9067) time: 0.0698 data: 0.0012 max mem: 3006 Epoch: [70] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 867.6449202285833 loss: 0.9384 (1.0737) acc1: 78.1250 (74.2782) acc5: 90.6250 (89.0010) time: 0.0408 data: 0.0001 max mem: 3006 Epoch: [70] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 751.6673835125448 loss: 0.9201 (1.0734) acc1: 78.1250 (74.3360) acc5: 90.6250 (89.0080) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [70] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:14 loss: 1.7060 (1.7060) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 1.8653 data: 1.8536 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 62.040 Acc@5 82.970 Test: EMA [ 0/40] eta: 0:01:47 loss: 1.5746 (1.5746) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.6841 data: 2.6731 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.420 Acc@5 83.470 Epoch: [71] [ 0/391] eta: 0:20:09 lr: 0.0010000000000000002 img/s: 746.0104716697978 loss: 1.6379 (1.6379) acc1: 68.7500 (68.7500) acc5: 78.1250 (78.1250) time: 3.0944 data: 3.0515 max mem: 3006 Epoch: [71] [ 10/391] eta: 0:02:11 lr: 0.0010000000000000002 img/s: 318.0236045654765 loss: 1.2230 (1.1683) acc1: 68.7500 (70.1705) acc5: 84.3750 (86.0795) time: 0.3440 data: 0.2800 max mem: 3006 Epoch: [71] [ 20/391] eta: 0:01:24 lr: 0.0010000000000000002 img/s: 340.11547194291273 loss: 1.1774 (1.1372) acc1: 71.8750 (71.4286) acc5: 87.5000 (86.3095) time: 0.0842 data: 0.0035 max mem: 3006 Epoch: [71] [ 30/391] eta: 0:01:06 lr: 0.0010000000000000002 img/s: 569.0302241479453 loss: 1.0086 (1.0653) acc1: 75.0000 (73.1855) acc5: 90.6250 (88.2056) time: 0.0955 data: 0.0038 max mem: 3006 Epoch: [71] [ 40/391] eta: 0:00:56 lr: 0.0010000000000000002 img/s: 295.129312012947 loss: 0.9964 (1.0824) acc1: 75.0000 (72.9421) acc5: 90.6250 (88.4909) time: 0.0938 data: 0.0033 max mem: 3006 Epoch: [71] [ 50/391] eta: 0:00:50 lr: 0.0010000000000000002 img/s: 406.2255313224496 loss: 1.0080 (1.0808) acc1: 75.0000 (73.4681) acc5: 90.6250 (88.8480) time: 0.0926 data: 0.0019 max mem: 3006 Epoch: [71] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 242.59431008928894 loss: 1.0248 (1.0722) acc1: 75.0000 (73.8217) acc5: 90.6250 (88.9344) time: 0.0914 data: 0.0016 max mem: 3006 Epoch: [71] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 516.8541831932903 loss: 1.0298 (1.0684) acc1: 75.0000 (73.8556) acc5: 87.5000 (88.9085) time: 0.0970 data: 0.0020 max mem: 3006 Epoch: [71] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 291.4830182532874 loss: 1.0989 (1.0888) acc1: 71.8750 (73.1481) acc5: 87.5000 (88.7346) time: 0.0934 data: 0.0026 max mem: 3006 Epoch: [71] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 442.0684489794574 loss: 1.0978 (1.0741) acc1: 71.8750 (73.5577) acc5: 87.5000 (88.9766) time: 0.0942 data: 0.0038 max mem: 3006 Epoch: [71] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 441.7091028763246 loss: 0.9907 (1.0839) acc1: 75.0000 (73.2983) acc5: 90.6250 (88.8614) time: 0.0945 data: 0.0038 max mem: 3006 Epoch: [71] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 324.66951460819837 loss: 1.1037 (1.0834) acc1: 71.8750 (73.2827) acc5: 90.6250 (88.8514) time: 0.0908 data: 0.0021 max mem: 3006 Epoch: [71] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 326.2359915705143 loss: 1.0260 (1.0836) acc1: 71.8750 (73.4504) acc5: 87.5000 (88.8171) time: 0.0960 data: 0.0010 max mem: 3006 Epoch: [71] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 423.4104583080961 loss: 1.0260 (1.0804) acc1: 71.8750 (73.3540) acc5: 87.5000 (88.9790) time: 0.0960 data: 0.0013 max mem: 3006 Epoch: [71] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 474.6869248452697 loss: 0.9830 (1.0743) acc1: 71.8750 (73.5594) acc5: 90.6250 (89.1622) time: 0.0961 data: 0.0012 max mem: 3006 Epoch: [71] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 322.18569559633687 loss: 1.0046 (1.0762) acc1: 71.8750 (73.5099) acc5: 87.5000 (89.0728) time: 0.0996 data: 0.0014 max mem: 3006 Epoch: [71] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 241.2456264278255 loss: 1.0847 (1.0784) acc1: 75.0000 (73.5637) acc5: 87.5000 (88.9363) time: 0.0994 data: 0.0022 max mem: 3006 Epoch: [71] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 569.409233223313 loss: 1.1150 (1.0869) acc1: 71.8750 (73.2822) acc5: 87.5000 (88.8341) time: 0.0951 data: 0.0037 max mem: 3006 Epoch: [71] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 336.46202015998637 loss: 1.1342 (1.0861) acc1: 68.7500 (73.3080) acc5: 87.5000 (88.7949) time: 0.0944 data: 0.0044 max mem: 3006 Epoch: [71] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 397.36544206247464 loss: 0.8872 (1.0742) acc1: 78.1250 (73.5766) acc5: 90.6250 (88.9234) time: 0.0950 data: 0.0026 max mem: 3006 Epoch: [71] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 326.959985578633 loss: 0.8922 (1.0718) acc1: 78.1250 (73.6785) acc5: 90.6250 (88.9459) time: 0.0987 data: 0.0014 max mem: 3006 Epoch: [71] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 308.02675026506995 loss: 0.9241 (1.0671) acc1: 78.1250 (73.8596) acc5: 90.6250 (89.0403) time: 0.0979 data: 0.0035 max mem: 3006 Epoch: [71] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 376.7441145016098 loss: 0.9871 (1.0669) acc1: 78.1250 (74.0243) acc5: 90.6250 (89.0554) time: 0.0965 data: 0.0034 max mem: 3006 Epoch: [71] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 224.55588812503868 loss: 1.0613 (1.0683) acc1: 75.0000 (74.0530) acc5: 90.6250 (89.0557) time: 0.0975 data: 0.0016 max mem: 3006 Epoch: [71] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 329.63884017820743 loss: 1.1681 (1.0689) acc1: 75.0000 (74.0534) acc5: 84.3750 (88.9782) time: 0.0944 data: 0.0020 max mem: 3006 Epoch: [71] [250/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 420.75973779660114 loss: 1.0189 (1.0663) acc1: 75.0000 (74.0662) acc5: 84.3750 (89.0563) time: 0.0962 data: 0.0027 max mem: 3006 Epoch: [71] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 397.0762480954987 loss: 1.0189 (1.0662) acc1: 71.8750 (74.0062) acc5: 87.5000 (89.0685) time: 0.0955 data: 0.0025 max mem: 3006 Epoch: [71] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 340.27930655065234 loss: 1.1024 (1.0664) acc1: 71.8750 (74.0660) acc5: 87.5000 (88.9875) time: 0.0965 data: 0.0028 max mem: 3006 Epoch: [71] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 302.2363617530096 loss: 1.0528 (1.0652) acc1: 71.8750 (74.0325) acc5: 87.5000 (89.0125) time: 0.0953 data: 0.0038 max mem: 3006 Epoch: [71] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 238.29834136433524 loss: 1.1066 (1.0682) acc1: 68.7500 (73.9046) acc5: 87.5000 (88.9820) time: 0.0933 data: 0.0041 max mem: 3006 Epoch: [71] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 323.8375910823722 loss: 1.1868 (1.0725) acc1: 68.7500 (73.8372) acc5: 87.5000 (88.9327) time: 0.0986 data: 0.0036 max mem: 3006 Epoch: [71] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 362.49197329473026 loss: 1.0377 (1.0731) acc1: 71.8750 (73.8846) acc5: 87.5000 (88.8766) time: 0.0962 data: 0.0023 max mem: 3006 Epoch: [71] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 430.07750626445954 loss: 1.0678 (1.0749) acc1: 75.0000 (73.8902) acc5: 87.5000 (88.8532) time: 0.0928 data: 0.0028 max mem: 3006 Epoch: [71] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 352.81273953661986 loss: 0.9887 (1.0696) acc1: 78.1250 (74.0087) acc5: 90.6250 (88.9728) time: 0.0927 data: 0.0042 max mem: 3006 Epoch: [71] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 362.7368910365554 loss: 0.9466 (1.0690) acc1: 78.1250 (74.0652) acc5: 90.6250 (88.9754) time: 0.0963 data: 0.0053 max mem: 3006 Epoch: [71] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 310.5073371382038 loss: 1.0392 (1.0683) acc1: 75.0000 (74.0652) acc5: 87.5000 (88.9690) time: 0.0951 data: 0.0037 max mem: 3006 Epoch: [71] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 350.2760551912041 loss: 1.0549 (1.0694) acc1: 75.0000 (74.1084) acc5: 87.5000 (88.9456) time: 0.0919 data: 0.0017 max mem: 3006 Epoch: [71] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 869.5899343034481 loss: 1.0549 (1.0712) acc1: 75.0000 (74.0735) acc5: 90.6250 (88.9656) time: 0.0714 data: 0.0011 max mem: 3006 Epoch: [71] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 873.5517227913515 loss: 1.0566 (1.0725) acc1: 71.8750 (73.9911) acc5: 87.5000 (88.9354) time: 0.0422 data: 0.0001 max mem: 3006 Epoch: [71] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 747.7344077299509 loss: 1.1187 (1.0747) acc1: 71.8750 (73.9920) acc5: 87.5000 (88.9360) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [71] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:51 loss: 1.6496 (1.6496) acc1: 68.7500 (68.7500) acc5: 81.2500 (81.2500) time: 2.7804 data: 2.7657 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.720 Acc@5 82.740 Test: EMA [ 0/40] eta: 0:01:47 loss: 1.5779 (1.5779) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.6842 data: 2.6731 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.420 Acc@5 83.440 Epoch: [72] [ 0/391] eta: 0:18:21 lr: 0.0010000000000000002 img/s: 905.9950318608921 loss: 1.2008 (1.2008) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 2.8184 data: 2.7830 max mem: 3006 Epoch: [72] [ 10/391] eta: 0:02:09 lr: 0.0010000000000000002 img/s: 402.7393702252282 loss: 1.1482 (1.2071) acc1: 71.8750 (71.3068) acc5: 87.5000 (86.9318) time: 0.3403 data: 0.2707 max mem: 3006 Epoch: [72] [ 20/391] eta: 0:01:23 lr: 0.0010000000000000002 img/s: 347.5018589670564 loss: 1.1378 (1.1329) acc1: 71.8750 (72.1726) acc5: 87.5000 (87.9464) time: 0.0943 data: 0.0102 max mem: 3006 Epoch: [72] [ 30/391] eta: 0:01:05 lr: 0.0010000000000000002 img/s: 462.3781009173996 loss: 1.1181 (1.1287) acc1: 75.0000 (72.7823) acc5: 87.5000 (87.7016) time: 0.0934 data: 0.0030 max mem: 3006 Epoch: [72] [ 40/391] eta: 0:00:56 lr: 0.0010000000000000002 img/s: 471.1642327566839 loss: 1.1127 (1.1320) acc1: 75.0000 (72.6372) acc5: 87.5000 (87.9573) time: 0.0930 data: 0.0039 max mem: 3006 Epoch: [72] [ 50/391] eta: 0:00:49 lr: 0.0010000000000000002 img/s: 374.0603824276155 loss: 1.2248 (1.1563) acc1: 68.7500 (71.8137) acc5: 90.6250 (87.8676) time: 0.0932 data: 0.0049 max mem: 3006 Epoch: [72] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 471.8002249718785 loss: 1.1705 (1.1541) acc1: 68.7500 (72.0287) acc5: 84.3750 (87.6537) time: 0.0914 data: 0.0064 max mem: 3006 Epoch: [72] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 293.1126063266398 loss: 1.0838 (1.1462) acc1: 71.8750 (71.6989) acc5: 87.5000 (88.0282) time: 0.0943 data: 0.0039 max mem: 3006 Epoch: [72] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 203.78288905320278 loss: 1.0380 (1.1462) acc1: 68.7500 (71.6435) acc5: 90.6250 (88.1559) time: 0.0990 data: 0.0023 max mem: 3006 Epoch: [72] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 431.68624222054257 loss: 1.0439 (1.1469) acc1: 71.8750 (71.7720) acc5: 87.5000 (87.9464) time: 0.0940 data: 0.0016 max mem: 3006 Epoch: [72] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 259.6951558352102 loss: 1.1330 (1.1546) acc1: 71.8750 (71.7203) acc5: 84.3750 (87.8403) time: 0.0890 data: 0.0016 max mem: 3006 Epoch: [72] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 248.41563960429025 loss: 1.0652 (1.1532) acc1: 68.7500 (71.5090) acc5: 87.5000 (87.8378) time: 0.0932 data: 0.0015 max mem: 3006 Epoch: [72] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 438.65729767888774 loss: 1.0302 (1.1486) acc1: 71.8750 (71.6167) acc5: 90.6250 (87.8099) time: 0.0930 data: 0.0025 max mem: 3006 Epoch: [72] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 221.7074970844855 loss: 0.9623 (1.1341) acc1: 71.8750 (71.7319) acc5: 90.6250 (88.0964) time: 0.0958 data: 0.0030 max mem: 3006 Epoch: [72] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 377.85671493885275 loss: 0.9623 (1.1275) acc1: 75.0000 (71.8528) acc5: 90.6250 (88.2979) time: 0.0975 data: 0.0017 max mem: 3006 Epoch: [72] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 495.8831909673987 loss: 1.0995 (1.1238) acc1: 75.0000 (71.8336) acc5: 90.6250 (88.3692) time: 0.0939 data: 0.0023 max mem: 3006 Epoch: [72] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 474.7356156776469 loss: 1.1273 (1.1321) acc1: 68.7500 (71.5644) acc5: 87.5000 (88.3346) time: 0.0970 data: 0.0021 max mem: 3006 Epoch: [72] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 297.1108085792143 loss: 1.0476 (1.1229) acc1: 68.7500 (71.7654) acc5: 90.6250 (88.4503) time: 0.0994 data: 0.0023 max mem: 3006 Epoch: [72] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 300.9710258347928 loss: 1.0474 (1.1230) acc1: 75.0000 (71.8750) acc5: 87.5000 (88.3633) time: 0.0944 data: 0.0027 max mem: 3006 Epoch: [72] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 445.82312925170066 loss: 1.0553 (1.1168) acc1: 75.0000 (71.9241) acc5: 87.5000 (88.4162) time: 0.0929 data: 0.0029 max mem: 3006 Epoch: [72] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 278.3878205859476 loss: 0.9607 (1.1082) acc1: 71.8750 (72.1393) acc5: 90.6250 (88.5883) time: 0.0980 data: 0.0031 max mem: 3006 Epoch: [72] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 378.2997587318767 loss: 0.9553 (1.1032) acc1: 75.0000 (72.3045) acc5: 90.6250 (88.6848) time: 0.0967 data: 0.0046 max mem: 3006 Epoch: [72] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 341.4549043950788 loss: 0.9553 (1.0981) acc1: 71.8750 (72.4689) acc5: 90.6250 (88.7302) time: 0.0949 data: 0.0044 max mem: 3006 Epoch: [72] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 541.1612382972204 loss: 1.0204 (1.0985) acc1: 71.8750 (72.5244) acc5: 90.6250 (88.6364) time: 0.0960 data: 0.0013 max mem: 3006 Epoch: [72] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 289.35775805384105 loss: 1.0451 (1.0978) acc1: 71.8750 (72.4326) acc5: 87.5000 (88.6929) time: 0.0983 data: 0.0006 max mem: 3006 Epoch: [72] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 215.44433618360753 loss: 1.1947 (1.1071) acc1: 65.6250 (72.1863) acc5: 87.5000 (88.5458) time: 0.0982 data: 0.0005 max mem: 3006 Epoch: [72] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 404.34455728311525 loss: 1.1947 (1.1087) acc1: 65.6250 (72.0905) acc5: 87.5000 (88.5776) time: 0.0937 data: 0.0008 max mem: 3006 Epoch: [72] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 299.39065319661034 loss: 1.1624 (1.1100) acc1: 71.8750 (72.1748) acc5: 87.5000 (88.5609) time: 0.0978 data: 0.0035 max mem: 3006 Epoch: [72] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 363.46871251039215 loss: 1.1502 (1.1080) acc1: 75.0000 (72.2309) acc5: 87.5000 (88.6232) time: 0.0937 data: 0.0033 max mem: 3006 Epoch: [72] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 448.15129619489 loss: 1.0228 (1.1064) acc1: 71.8750 (72.2401) acc5: 87.5000 (88.6491) time: 0.0945 data: 0.0012 max mem: 3006 Epoch: [72] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 271.29600103491214 loss: 1.0327 (1.1025) acc1: 71.8750 (72.3007) acc5: 87.5000 (88.6524) time: 0.0997 data: 0.0041 max mem: 3006 Epoch: [72] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 332.79955566465577 loss: 0.9740 (1.0978) acc1: 75.0000 (72.4377) acc5: 90.6250 (88.7058) time: 0.0927 data: 0.0040 max mem: 3006 Epoch: [72] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 417.1452263071362 loss: 1.0066 (1.1009) acc1: 75.0000 (72.3715) acc5: 87.5000 (88.6488) time: 0.0961 data: 0.0023 max mem: 3006 Epoch: [72] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 399.79068271178363 loss: 1.1295 (1.1018) acc1: 71.8750 (72.3282) acc5: 87.5000 (88.6235) time: 0.0991 data: 0.0019 max mem: 3006 Epoch: [72] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 303.5762255666988 loss: 1.1295 (1.1014) acc1: 71.8750 (72.2874) acc5: 87.5000 (88.6364) time: 0.0951 data: 0.0016 max mem: 3006 Epoch: [72] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 429.4238993066776 loss: 0.9947 (1.0975) acc1: 71.8750 (72.4270) acc5: 90.6250 (88.6841) time: 0.0950 data: 0.0021 max mem: 3006 Epoch: [72] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 409.4263236725144 loss: 0.8922 (1.0975) acc1: 75.0000 (72.4030) acc5: 90.6250 (88.7206) time: 0.0934 data: 0.0012 max mem: 3006 Epoch: [72] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 870.3963476715758 loss: 1.1200 (1.0987) acc1: 68.7500 (72.3551) acc5: 87.5000 (88.6961) time: 0.0693 data: 0.0003 max mem: 3006 Epoch: [72] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 866.7260422586145 loss: 1.0678 (1.0995) acc1: 71.8750 (72.3425) acc5: 87.5000 (88.7221) time: 0.0424 data: 0.0001 max mem: 3006 Epoch: [72] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 752.780365235339 loss: 1.0492 (1.0976) acc1: 71.8750 (72.3840) acc5: 90.6250 (88.7680) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [72] Total time: 0:00:38 Test: [ 0/40] eta: 0:02:06 loss: 1.6749 (1.6749) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 3.1559 data: 3.1410 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.750 Acc@5 82.930 Test: EMA [ 0/40] eta: 0:01:07 loss: 1.5841 (1.5841) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 1.6859 data: 1.6750 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.450 Acc@5 83.460 Epoch: [73] [ 0/391] eta: 0:19:02 lr: 0.0010000000000000002 img/s: 849.9473000956223 loss: 1.1844 (1.1844) acc1: 71.8750 (71.8750) acc5: 87.5000 (87.5000) time: 2.9215 data: 2.8838 max mem: 3006 Epoch: [73] [ 10/391] eta: 0:02:12 lr: 0.0010000000000000002 img/s: 299.31253735337407 loss: 0.9759 (0.9133) acc1: 78.1250 (77.2727) acc5: 90.6250 (92.6136) time: 0.3486 data: 0.2790 max mem: 3006 Epoch: [73] [ 20/391] eta: 0:01:24 lr: 0.0010000000000000002 img/s: 413.4037484792016 loss: 0.9604 (0.9873) acc1: 75.0000 (76.0417) acc5: 90.6250 (91.3690) time: 0.0919 data: 0.0103 max mem: 3006 Epoch: [73] [ 30/391] eta: 0:01:06 lr: 0.0010000000000000002 img/s: 331.3191722558078 loss: 0.9580 (0.9889) acc1: 71.8750 (74.6976) acc5: 90.6250 (91.5323) time: 0.0941 data: 0.0031 max mem: 3006 Epoch: [73] [ 40/391] eta: 0:00:57 lr: 0.0010000000000000002 img/s: 287.05192130426695 loss: 0.9753 (1.0053) acc1: 71.8750 (75.0762) acc5: 90.6250 (91.3110) time: 0.0952 data: 0.0033 max mem: 3006 Epoch: [73] [ 50/391] eta: 0:00:51 lr: 0.0010000000000000002 img/s: 268.19890456617264 loss: 0.9753 (0.9935) acc1: 75.0000 (75.3676) acc5: 90.6250 (91.1152) time: 0.0958 data: 0.0030 max mem: 3006 Epoch: [73] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 379.08294380315147 loss: 0.8930 (0.9920) acc1: 75.0000 (75.4098) acc5: 90.6250 (91.0348) time: 0.0942 data: 0.0038 max mem: 3006 Epoch: [73] [ 70/391] eta: 0:00:43 lr: 0.0010000000000000002 img/s: 395.6598953496942 loss: 1.0011 (0.9853) acc1: 75.0000 (75.5722) acc5: 90.6250 (91.0211) time: 0.0953 data: 0.0031 max mem: 3006 Epoch: [73] [ 80/391] eta: 0:00:40 lr: 0.0010000000000000002 img/s: 391.4274365472611 loss: 1.0011 (0.9964) acc1: 78.1250 (75.5787) acc5: 87.5000 (90.5478) time: 0.0962 data: 0.0031 max mem: 3006 Epoch: [73] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 365.2699919444384 loss: 1.0487 (0.9978) acc1: 75.0000 (75.4808) acc5: 87.5000 (90.5220) time: 0.0904 data: 0.0031 max mem: 3006 Epoch: [73] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 448.12735552973544 loss: 1.0716 (1.0055) acc1: 71.8750 (75.4332) acc5: 90.6250 (90.3156) time: 0.0936 data: 0.0017 max mem: 3006 Epoch: [73] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 263.774559533051 loss: 1.0083 (0.9999) acc1: 75.0000 (75.5068) acc5: 90.6250 (90.4561) time: 0.0976 data: 0.0020 max mem: 3006 Epoch: [73] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 361.086689713617 loss: 1.0066 (1.0125) acc1: 71.8750 (74.9742) acc5: 90.6250 (90.1860) time: 0.0938 data: 0.0040 max mem: 3006 Epoch: [73] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 326.3026142090638 loss: 1.0038 (1.0049) acc1: 71.8750 (75.0716) acc5: 90.6250 (90.2195) time: 0.0948 data: 0.0041 max mem: 3006 Epoch: [73] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 501.3848946931945 loss: 0.8397 (1.0035) acc1: 78.1250 (75.1330) acc5: 93.7500 (90.3369) time: 0.0952 data: 0.0029 max mem: 3006 Epoch: [73] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 323.05967871601945 loss: 0.9766 (1.0067) acc1: 75.0000 (75.1035) acc5: 90.6250 (90.2732) time: 0.0950 data: 0.0016 max mem: 3006 Epoch: [73] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 436.5499803220676 loss: 1.0192 (1.0194) acc1: 71.8750 (74.8059) acc5: 87.5000 (90.0233) time: 0.0934 data: 0.0014 max mem: 3006 Epoch: [73] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 343.7029692321481 loss: 1.1734 (1.0299) acc1: 71.8750 (74.5980) acc5: 87.5000 (89.9306) time: 0.0954 data: 0.0027 max mem: 3006 Epoch: [73] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 350.06684298106967 loss: 1.1173 (1.0350) acc1: 71.8750 (74.4993) acc5: 87.5000 (89.8135) time: 0.0947 data: 0.0030 max mem: 3006 Epoch: [73] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 243.19696170787967 loss: 1.1173 (1.0373) acc1: 71.8750 (74.4764) acc5: 87.5000 (89.7742) time: 0.0943 data: 0.0024 max mem: 3006 Epoch: [73] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 426.316747715441 loss: 1.1013 (1.0454) acc1: 71.8750 (74.2848) acc5: 87.5000 (89.5367) time: 0.0979 data: 0.0015 max mem: 3006 Epoch: [73] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 386.6720290397857 loss: 1.0863 (1.0441) acc1: 68.7500 (74.3039) acc5: 84.3750 (89.5586) time: 0.0945 data: 0.0014 max mem: 3006 Epoch: [73] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 425.9352295843079 loss: 1.0772 (1.0492) acc1: 71.8750 (74.1233) acc5: 87.5000 (89.4231) time: 0.0933 data: 0.0017 max mem: 3006 Epoch: [73] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 468.1077551931474 loss: 1.0922 (1.0516) acc1: 71.8750 (74.0395) acc5: 87.5000 (89.3669) time: 0.0936 data: 0.0018 max mem: 3006 Epoch: [73] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 502.38330301465027 loss: 1.1033 (1.0558) acc1: 71.8750 (73.8589) acc5: 87.5000 (89.3672) time: 0.0960 data: 0.0038 max mem: 3006 Epoch: [73] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 291.67938629374885 loss: 1.0981 (1.0538) acc1: 75.0000 (73.9168) acc5: 87.5000 (89.4173) time: 0.0964 data: 0.0055 max mem: 3006 Epoch: [73] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 391.8903085655556 loss: 1.1652 (1.0639) acc1: 71.8750 (73.7308) acc5: 87.5000 (89.2840) time: 0.0938 data: 0.0049 max mem: 3006 Epoch: [73] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 358.69541908638286 loss: 1.1652 (1.0636) acc1: 71.8750 (73.7431) acc5: 90.6250 (89.3104) time: 0.0986 data: 0.0035 max mem: 3006 Epoch: [73] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 374.79364777959904 loss: 1.1461 (1.0714) acc1: 71.8750 (73.5543) acc5: 90.6250 (89.1681) time: 0.0990 data: 0.0015 max mem: 3006 Epoch: [73] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 307.20679702538587 loss: 1.1461 (1.0716) acc1: 71.8750 (73.5288) acc5: 87.5000 (89.1645) time: 0.0949 data: 0.0007 max mem: 3006 Epoch: [73] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 388.0672869525996 loss: 1.0593 (1.0739) acc1: 71.8750 (73.4115) acc5: 90.6250 (89.1196) time: 0.0959 data: 0.0045 max mem: 3006 Epoch: [73] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 310.4118264698672 loss: 1.0375 (1.0725) acc1: 71.8750 (73.4727) acc5: 90.6250 (89.1379) time: 0.0947 data: 0.0053 max mem: 3006 Epoch: [73] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 353.750999570389 loss: 1.0745 (1.0739) acc1: 75.0000 (73.4521) acc5: 87.5000 (89.0868) time: 0.0945 data: 0.0025 max mem: 3006 Epoch: [73] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 367.0902178729084 loss: 1.1477 (1.0770) acc1: 71.8750 (73.3384) acc5: 87.5000 (89.0295) time: 0.0965 data: 0.0024 max mem: 3006 Epoch: [73] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 338.9756005162255 loss: 1.1266 (1.0794) acc1: 71.8750 (73.3229) acc5: 84.3750 (88.9754) time: 0.0956 data: 0.0022 max mem: 3006 Epoch: [73] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 373.8665790155404 loss: 1.0604 (1.0772) acc1: 75.0000 (73.4152) acc5: 90.6250 (89.0224) time: 0.0922 data: 0.0016 max mem: 3006 Epoch: [73] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 580.7651413859501 loss: 0.9942 (1.0775) acc1: 78.1250 (73.3985) acc5: 90.6250 (89.0495) time: 0.0920 data: 0.0010 max mem: 3006 Epoch: [73] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 868.7400273144463 loss: 1.1622 (1.0804) acc1: 71.8750 (73.3743) acc5: 90.6250 (89.0162) time: 0.0705 data: 0.0005 max mem: 3006 Epoch: [73] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 868.2342499692729 loss: 1.1148 (1.0804) acc1: 71.8750 (73.3842) acc5: 90.6250 (89.0174) time: 0.0425 data: 0.0001 max mem: 3006 Epoch: [73] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 750.1750997120423 loss: 0.9732 (1.0782) acc1: 75.0000 (73.4400) acc5: 90.6250 (89.0880) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [73] Total time: 0:00:38 Test: [ 0/40] eta: 0:00:58 loss: 1.6905 (1.6905) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 1.4687 data: 1.4565 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.840 Acc@5 82.810 Test: EMA [ 0/40] eta: 0:01:23 loss: 1.5920 (1.5920) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.0778 data: 2.0627 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.470 Acc@5 83.450 Epoch: [74] [ 0/391] eta: 0:19:05 lr: 0.0010000000000000002 img/s: 737.8816906364076 loss: 1.1792 (1.1792) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 2.9301 data: 2.8867 max mem: 3006 Epoch: [74] [ 10/391] eta: 0:02:09 lr: 0.0010000000000000002 img/s: 367.5929076537962 loss: 1.0034 (1.0737) acc1: 71.8750 (71.8750) acc5: 87.5000 (89.7727) time: 0.3397 data: 0.2687 max mem: 3006 Epoch: [74] [ 20/391] eta: 0:01:23 lr: 0.0010000000000000002 img/s: 307.85435962365074 loss: 1.0034 (1.0803) acc1: 75.0000 (71.8750) acc5: 90.6250 (89.7321) time: 0.0884 data: 0.0049 max mem: 3006 Epoch: [74] [ 30/391] eta: 0:01:06 lr: 0.0010000000000000002 img/s: 349.9636993212853 loss: 1.1549 (1.0926) acc1: 71.8750 (71.0685) acc5: 90.6250 (89.6169) time: 0.0967 data: 0.0016 max mem: 3006 Epoch: [74] [ 40/391] eta: 0:00:56 lr: 0.0010000000000000002 img/s: 333.88740375884674 loss: 1.1459 (1.1011) acc1: 71.8750 (71.2652) acc5: 87.5000 (89.4817) time: 0.0943 data: 0.0018 max mem: 3006 Epoch: [74] [ 50/391] eta: 0:00:50 lr: 0.0010000000000000002 img/s: 223.4113638444317 loss: 1.0494 (1.0897) acc1: 71.8750 (71.9975) acc5: 90.6250 (89.2770) time: 0.0948 data: 0.0045 max mem: 3006 Epoch: [74] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 445.84978640570296 loss: 0.9264 (1.0629) acc1: 75.0000 (72.3873) acc5: 90.6250 (89.9590) time: 0.0936 data: 0.0050 max mem: 3006 Epoch: [74] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 349.8651763301332 loss: 0.9356 (1.0507) acc1: 75.0000 (72.6232) acc5: 90.6250 (90.2289) time: 0.0887 data: 0.0031 max mem: 3006 Epoch: [74] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 356.8386674819876 loss: 1.0139 (1.0556) acc1: 71.8750 (72.5694) acc5: 90.6250 (90.0463) time: 0.0930 data: 0.0021 max mem: 3006 Epoch: [74] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 354.7589517226796 loss: 1.0419 (1.0631) acc1: 71.8750 (72.6305) acc5: 87.5000 (89.7665) time: 0.0961 data: 0.0036 max mem: 3006 Epoch: [74] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 310.3859840618655 loss: 1.0253 (1.0645) acc1: 75.0000 (73.0198) acc5: 87.5000 (89.5421) time: 0.0929 data: 0.0030 max mem: 3006 Epoch: [74] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 541.1350562431963 loss: 1.0444 (1.0646) acc1: 75.0000 (73.1137) acc5: 90.6250 (89.4707) time: 0.0911 data: 0.0009 max mem: 3006 Epoch: [74] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 326.6909940609483 loss: 1.0672 (1.0723) acc1: 71.8750 (72.9339) acc5: 87.5000 (89.3337) time: 0.0945 data: 0.0022 max mem: 3006 Epoch: [74] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 330.6751287294587 loss: 1.0588 (1.0685) acc1: 71.8750 (72.8531) acc5: 87.5000 (89.4084) time: 0.0971 data: 0.0031 max mem: 3006 Epoch: [74] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 354.4394891675205 loss: 0.9133 (1.0535) acc1: 78.1250 (73.4043) acc5: 90.6250 (89.6055) time: 0.0970 data: 0.0038 max mem: 3006 Epoch: [74] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 372.0333510732659 loss: 0.8548 (1.0409) acc1: 78.1250 (73.7583) acc5: 90.6250 (89.6730) time: 0.0941 data: 0.0042 max mem: 3006 Epoch: [74] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 329.5813690799215 loss: 0.9625 (1.0442) acc1: 75.0000 (73.6219) acc5: 90.6250 (89.6739) time: 0.0960 data: 0.0043 max mem: 3006 Epoch: [74] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 362.8643791026376 loss: 0.9952 (1.0459) acc1: 71.8750 (73.6294) acc5: 87.5000 (89.5651) time: 0.0960 data: 0.0041 max mem: 3006 Epoch: [74] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 258.9725972948463 loss: 1.0385 (1.0484) acc1: 71.8750 (73.5325) acc5: 87.5000 (89.5546) time: 0.0968 data: 0.0025 max mem: 3006 Epoch: [74] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 366.4097623565062 loss: 1.1849 (1.0629) acc1: 68.7500 (73.2493) acc5: 87.5000 (89.3325) time: 0.0968 data: 0.0024 max mem: 3006 Epoch: [74] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 348.6165698270914 loss: 1.0427 (1.0593) acc1: 75.0000 (73.4453) acc5: 87.5000 (89.3346) time: 0.0958 data: 0.0035 max mem: 3006 Epoch: [74] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 339.01841116844867 loss: 1.0197 (1.0628) acc1: 78.1250 (73.4745) acc5: 87.5000 (89.2624) time: 0.0974 data: 0.0031 max mem: 3006 Epoch: [74] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 309.7348862647722 loss: 1.1448 (1.0635) acc1: 71.8750 (73.5294) acc5: 87.5000 (89.2393) time: 0.0950 data: 0.0013 max mem: 3006 Epoch: [74] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 381.72221005599937 loss: 1.0342 (1.0643) acc1: 68.7500 (73.4713) acc5: 87.5000 (89.1369) time: 0.0956 data: 0.0014 max mem: 3006 Epoch: [74] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 452.8889893676251 loss: 1.0196 (1.0596) acc1: 71.8750 (73.5607) acc5: 90.6250 (89.2635) time: 0.0973 data: 0.0016 max mem: 3006 Epoch: [74] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 297.15356515039474 loss: 0.9431 (1.0623) acc1: 75.0000 (73.4935) acc5: 90.6250 (89.1932) time: 0.0971 data: 0.0018 max mem: 3006 Epoch: [74] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 251.82885404861793 loss: 1.0846 (1.0646) acc1: 75.0000 (73.5034) acc5: 84.3750 (89.0805) time: 0.0951 data: 0.0032 max mem: 3006 Epoch: [74] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 324.7559280695302 loss: 1.0497 (1.0627) acc1: 75.0000 (73.6162) acc5: 90.6250 (89.1490) time: 0.0958 data: 0.0025 max mem: 3006 Epoch: [74] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 483.23562365885624 loss: 1.0229 (1.0633) acc1: 75.0000 (73.4875) acc5: 90.6250 (89.1570) time: 0.0964 data: 0.0014 max mem: 3006 Epoch: [74] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 323.14912734775834 loss: 1.0495 (1.0640) acc1: 71.8750 (73.4429) acc5: 90.6250 (89.1538) time: 0.0987 data: 0.0035 max mem: 3006 Epoch: [74] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 373.28429548419035 loss: 1.1500 (1.0691) acc1: 68.7500 (73.2766) acc5: 90.6250 (89.1196) time: 0.0961 data: 0.0035 max mem: 3006 Epoch: [74] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 295.441139697466 loss: 1.1747 (1.0714) acc1: 68.7500 (73.2215) acc5: 87.5000 (89.1178) time: 0.0958 data: 0.0024 max mem: 3006 Epoch: [74] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 343.87908943006113 loss: 0.9806 (1.0729) acc1: 71.8750 (73.2574) acc5: 87.5000 (88.9992) time: 0.0972 data: 0.0027 max mem: 3006 Epoch: [74] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 353.7398115569612 loss: 0.9369 (1.0723) acc1: 75.0000 (73.2723) acc5: 87.5000 (88.9728) time: 0.0918 data: 0.0016 max mem: 3006 Epoch: [74] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 289.5362810935346 loss: 1.0368 (1.0718) acc1: 75.0000 (73.2680) acc5: 87.5000 (88.9938) time: 0.0949 data: 0.0035 max mem: 3006 Epoch: [74] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 382.3191572998502 loss: 1.0247 (1.0691) acc1: 75.0000 (73.3885) acc5: 90.6250 (89.0402) time: 0.0969 data: 0.0043 max mem: 3006 Epoch: [74] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 583.1952794361741 loss: 0.9883 (1.0710) acc1: 75.0000 (73.3466) acc5: 90.6250 (89.0062) time: 0.0924 data: 0.0014 max mem: 3006 Epoch: [74] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 868.5769902799528 loss: 0.9894 (1.0698) acc1: 71.8750 (73.3238) acc5: 90.6250 (89.0836) time: 0.0683 data: 0.0004 max mem: 3006 Epoch: [74] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 868.7231585760518 loss: 1.0571 (1.0698) acc1: 71.8750 (73.3022) acc5: 90.6250 (89.1322) time: 0.0411 data: 0.0001 max mem: 3006 Epoch: [74] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 751.7886397447617 loss: 1.0676 (1.0716) acc1: 68.7500 (73.3040) acc5: 90.6250 (89.1680) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [74] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:33 loss: 1.7373 (1.7373) acc1: 56.2500 (56.2500) acc5: 84.3750 (84.3750) time: 2.3393 data: 2.3267 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.800 Acc@5 82.820 Test: EMA [ 0/40] eta: 0:01:56 loss: 1.6028 (1.6028) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.9245 data: 2.9134 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.470 Acc@5 83.370 Epoch: [75] [ 0/391] eta: 0:20:27 lr: 0.0010000000000000002 img/s: 934.3710397159664 loss: 1.1555 (1.1555) acc1: 78.1250 (78.1250) acc5: 81.2500 (81.2500) time: 3.1400 data: 3.1058 max mem: 3006 Epoch: [75] [ 10/391] eta: 0:02:12 lr: 0.0010000000000000002 img/s: 334.69920450861576 loss: 1.1234 (1.1174) acc1: 75.0000 (74.1477) acc5: 87.5000 (87.7841) time: 0.3490 data: 0.2868 max mem: 3006 Epoch: [75] [ 20/391] eta: 0:01:25 lr: 0.0010000000000000002 img/s: 455.8313850417394 loss: 1.0724 (1.0776) acc1: 75.0000 (74.8512) acc5: 87.5000 (89.1369) time: 0.0862 data: 0.0054 max mem: 3006 Epoch: [75] [ 30/391] eta: 0:01:07 lr: 0.0010000000000000002 img/s: 397.9639744886008 loss: 1.0056 (1.0657) acc1: 75.0000 (74.0927) acc5: 90.6250 (89.4153) time: 0.0969 data: 0.0040 max mem: 3006 Epoch: [75] [ 40/391] eta: 0:00:57 lr: 0.0010000000000000002 img/s: 275.26646868693496 loss: 1.0216 (1.0817) acc1: 71.8750 (73.5518) acc5: 90.6250 (89.4817) time: 0.0948 data: 0.0024 max mem: 3006 Epoch: [75] [ 50/391] eta: 0:00:51 lr: 0.0010000000000000002 img/s: 395.89564129867296 loss: 1.0072 (1.0601) acc1: 75.0000 (74.4485) acc5: 90.6250 (89.7672) time: 0.0960 data: 0.0026 max mem: 3006 Epoch: [75] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 345.7678097137101 loss: 1.0035 (1.0589) acc1: 75.0000 (74.5389) acc5: 90.6250 (89.4980) time: 0.0921 data: 0.0024 max mem: 3006 Epoch: [75] [ 70/391] eta: 0:00:43 lr: 0.0010000000000000002 img/s: 383.04802022865687 loss: 0.9832 (1.0582) acc1: 75.0000 (74.6039) acc5: 90.6250 (89.4806) time: 0.0914 data: 0.0026 max mem: 3006 Epoch: [75] [ 80/391] eta: 0:00:40 lr: 0.0010000000000000002 img/s: 488.6401724213255 loss: 0.9832 (1.0582) acc1: 75.0000 (74.4599) acc5: 90.6250 (89.4676) time: 0.0976 data: 0.0023 max mem: 3006 Epoch: [75] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 383.0414611872146 loss: 1.0053 (1.0634) acc1: 75.0000 (74.0728) acc5: 90.6250 (89.5604) time: 0.0934 data: 0.0015 max mem: 3006 Epoch: [75] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 457.99813685579056 loss: 0.9067 (1.0486) acc1: 75.0000 (74.4431) acc5: 90.6250 (89.7277) time: 0.0911 data: 0.0028 max mem: 3006 Epoch: [75] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 382.8939421170497 loss: 0.9395 (1.0494) acc1: 75.0000 (74.2680) acc5: 90.6250 (89.7241) time: 0.0957 data: 0.0041 max mem: 3006 Epoch: [75] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 319.546237613862 loss: 0.9873 (1.0433) acc1: 75.0000 (74.3543) acc5: 90.6250 (89.7986) time: 0.0919 data: 0.0026 max mem: 3006 Epoch: [75] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 336.0374549651614 loss: 0.9362 (1.0374) acc1: 75.0000 (74.4752) acc5: 90.6250 (89.8855) time: 0.0913 data: 0.0021 max mem: 3006 Epoch: [75] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 278.0550484563975 loss: 0.9362 (1.0396) acc1: 75.0000 (74.2686) acc5: 90.6250 (89.8715) time: 0.0970 data: 0.0025 max mem: 3006 Epoch: [75] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 285.6395245645211 loss: 0.9198 (1.0352) acc1: 71.8750 (74.4412) acc5: 90.6250 (89.9834) time: 0.0958 data: 0.0025 max mem: 3006 Epoch: [75] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 371.4762931452026 loss: 0.8219 (1.0343) acc1: 78.1250 (74.6118) acc5: 90.6250 (89.9651) time: 0.0957 data: 0.0048 max mem: 3006 Epoch: [75] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 399.9956131462563 loss: 0.9270 (1.0341) acc1: 78.1250 (74.6162) acc5: 90.6250 (90.0585) time: 0.0990 data: 0.0048 max mem: 3006 Epoch: [75] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 350.47270486366796 loss: 0.9743 (1.0363) acc1: 75.0000 (74.5856) acc5: 90.6250 (89.9689) time: 0.0953 data: 0.0037 max mem: 3006 Epoch: [75] [190/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 350.6613299334302 loss: 0.9933 (1.0329) acc1: 75.0000 (74.6728) acc5: 87.5000 (89.9051) time: 0.0945 data: 0.0027 max mem: 3006 Epoch: [75] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 471.2734218639176 loss: 1.0652 (1.0399) acc1: 71.8750 (74.4714) acc5: 87.5000 (89.7077) time: 0.0952 data: 0.0027 max mem: 3006 Epoch: [75] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 339.7805338052165 loss: 0.9358 (1.0349) acc1: 75.0000 (74.6001) acc5: 90.6250 (89.7956) time: 0.0971 data: 0.0033 max mem: 3006 Epoch: [75] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 384.2862239273904 loss: 0.9329 (1.0394) acc1: 78.1250 (74.5051) acc5: 90.6250 (89.7342) time: 0.0954 data: 0.0031 max mem: 3006 Epoch: [75] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 242.44312822319162 loss: 1.0277 (1.0401) acc1: 71.8750 (74.4724) acc5: 87.5000 (89.7186) time: 0.0977 data: 0.0040 max mem: 3006 Epoch: [75] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 311.0902900267243 loss: 0.9966 (1.0376) acc1: 71.8750 (74.4295) acc5: 87.5000 (89.7303) time: 0.0982 data: 0.0033 max mem: 3006 Epoch: [75] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 480.98782279624146 loss: 0.9235 (1.0354) acc1: 75.0000 (74.4148) acc5: 90.6250 (89.8033) time: 0.0898 data: 0.0026 max mem: 3006 Epoch: [75] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 260.69490294185056 loss: 1.0985 (1.0396) acc1: 71.8750 (74.3654) acc5: 87.5000 (89.7390) time: 0.0940 data: 0.0024 max mem: 3006 Epoch: [75] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 389.181284650537 loss: 1.0985 (1.0424) acc1: 71.8750 (74.3081) acc5: 87.5000 (89.6910) time: 0.0975 data: 0.0018 max mem: 3006 Epoch: [75] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 293.57742683406974 loss: 0.9719 (1.0415) acc1: 75.0000 (74.3995) acc5: 90.6250 (89.7020) time: 0.0962 data: 0.0013 max mem: 3006 Epoch: [75] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 460.77011912527036 loss: 0.9209 (1.0421) acc1: 75.0000 (74.3557) acc5: 90.6250 (89.6907) time: 0.0976 data: 0.0019 max mem: 3006 Epoch: [75] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 549.7324524577003 loss: 1.0814 (1.0447) acc1: 71.8750 (74.2525) acc5: 87.5000 (89.6387) time: 0.0921 data: 0.0038 max mem: 3006 Epoch: [75] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 438.46240893796346 loss: 1.0210 (1.0406) acc1: 71.8750 (74.2765) acc5: 90.6250 (89.6604) time: 0.0943 data: 0.0059 max mem: 3006 Epoch: [75] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 296.9156003893461 loss: 1.0210 (1.0473) acc1: 71.8750 (74.1433) acc5: 87.5000 (89.5055) time: 0.0974 data: 0.0043 max mem: 3006 Epoch: [75] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 332.0634647309577 loss: 1.1327 (1.0468) acc1: 75.0000 (74.1975) acc5: 87.5000 (89.5204) time: 0.0951 data: 0.0014 max mem: 3006 Epoch: [75] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 429.1355691050412 loss: 0.9845 (1.0452) acc1: 78.1250 (74.3035) acc5: 90.6250 (89.5161) time: 0.0937 data: 0.0009 max mem: 3006 Epoch: [75] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 322.32961174258344 loss: 0.9892 (1.0456) acc1: 75.0000 (74.2877) acc5: 87.5000 (89.4053) time: 0.0971 data: 0.0011 max mem: 3006 Epoch: [75] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 339.24806070272194 loss: 1.0403 (1.0452) acc1: 75.0000 (74.3161) acc5: 87.5000 (89.3871) time: 0.0956 data: 0.0014 max mem: 3006 Epoch: [75] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 872.0986601863524 loss: 1.0403 (1.0468) acc1: 78.1250 (74.2840) acc5: 90.6250 (89.3699) time: 0.0683 data: 0.0008 max mem: 3006 Epoch: [75] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 875.3177857776386 loss: 1.0937 (1.0482) acc1: 75.0000 (74.3028) acc5: 87.5000 (89.3291) time: 0.0419 data: 0.0001 max mem: 3006 Epoch: [75] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 751.3778741166038 loss: 1.1573 (1.0522) acc1: 71.8750 (74.2960) acc5: 87.5000 (89.2720) time: 0.0362 data: 0.0001 max mem: 3006 Epoch: [75] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:19 loss: 1.7056 (1.7056) acc1: 59.3750 (59.3750) acc5: 84.3750 (84.3750) time: 1.9822 data: 1.9700 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.860 Acc@5 82.670 Test: EMA [ 0/40] eta: 0:01:31 loss: 1.6097 (1.6097) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.2952 data: 2.2842 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.450 Acc@5 83.320 Epoch: [76] [ 0/391] eta: 0:19:53 lr: 0.0010000000000000002 img/s: 716.1831094889732 loss: 1.7262 (1.7262) acc1: 53.1250 (53.1250) acc5: 84.3750 (84.3750) time: 3.0518 data: 3.0071 max mem: 3006 Epoch: [76] [ 10/391] eta: 0:02:12 lr: 0.0010000000000000002 img/s: 304.9550421132274 loss: 1.2656 (1.2474) acc1: 71.8750 (69.8864) acc5: 87.5000 (86.6477) time: 0.3479 data: 0.2738 max mem: 3006 Epoch: [76] [ 20/391] eta: 0:01:24 lr: 0.0010000000000000002 img/s: 352.2765767018984 loss: 1.0264 (1.0868) acc1: 75.0000 (74.7024) acc5: 87.5000 (88.8393) time: 0.0873 data: 0.0012 max mem: 3006 Epoch: [76] [ 30/391] eta: 0:01:06 lr: 0.0010000000000000002 img/s: 341.18929691750003 loss: 0.8718 (1.0255) acc1: 81.2500 (75.9073) acc5: 93.7500 (89.6169) time: 0.0956 data: 0.0020 max mem: 3006 Epoch: [76] [ 40/391] eta: 0:00:56 lr: 0.0010000000000000002 img/s: 308.71114709454235 loss: 0.7826 (1.0250) acc1: 81.2500 (75.5335) acc5: 90.6250 (89.5579) time: 0.0916 data: 0.0019 max mem: 3006 Epoch: [76] [ 50/391] eta: 0:00:51 lr: 0.0010000000000000002 img/s: 258.9626039475969 loss: 0.9357 (1.0230) acc1: 75.0000 (74.7549) acc5: 90.6250 (89.8897) time: 0.0948 data: 0.0017 max mem: 3006 Epoch: [76] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 368.58117188937433 loss: 1.0055 (1.0460) acc1: 75.0000 (74.2316) acc5: 90.6250 (89.5492) time: 0.0949 data: 0.0025 max mem: 3006 Epoch: [76] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 266.85938447528895 loss: 1.0055 (1.0393) acc1: 75.0000 (74.3838) acc5: 87.5000 (89.7447) time: 0.0928 data: 0.0027 max mem: 3006 Epoch: [76] [ 80/391] eta: 0:00:40 lr: 0.0010000000000000002 img/s: 366.9426884980575 loss: 1.0629 (1.0403) acc1: 75.0000 (74.4599) acc5: 87.5000 (89.6219) time: 0.0956 data: 0.0033 max mem: 3006 Epoch: [76] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 275.6724080562938 loss: 1.0778 (1.0392) acc1: 75.0000 (74.5536) acc5: 90.6250 (89.6978) time: 0.0951 data: 0.0037 max mem: 3006 Epoch: [76] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 341.4262405592342 loss: 1.0199 (1.0374) acc1: 75.0000 (74.5978) acc5: 90.6250 (89.6658) time: 0.0953 data: 0.0034 max mem: 3006 Epoch: [76] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 318.2656764267896 loss: 1.0029 (1.0371) acc1: 71.8750 (74.4932) acc5: 90.6250 (89.7241) time: 0.0946 data: 0.0027 max mem: 3006 Epoch: [76] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 343.0581511556874 loss: 1.0664 (1.0470) acc1: 71.8750 (74.1736) acc5: 90.6250 (89.5661) time: 0.0952 data: 0.0034 max mem: 3006 Epoch: [76] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 338.65828291137007 loss: 1.2047 (1.0572) acc1: 68.7500 (73.7595) acc5: 87.5000 (89.4561) time: 0.0944 data: 0.0038 max mem: 3006 Epoch: [76] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 278.90730985584764 loss: 1.1013 (1.0526) acc1: 71.8750 (74.0248) acc5: 90.6250 (89.5612) time: 0.0943 data: 0.0020 max mem: 3006 Epoch: [76] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 319.32272554244383 loss: 0.9170 (1.0460) acc1: 78.1250 (74.0480) acc5: 90.6250 (89.6523) time: 0.0969 data: 0.0014 max mem: 3006 Epoch: [76] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 482.1264211331707 loss: 0.9197 (1.0423) acc1: 75.0000 (74.1848) acc5: 90.6250 (89.6933) time: 0.0978 data: 0.0018 max mem: 3006 Epoch: [76] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 263.30831646185476 loss: 0.9655 (1.0444) acc1: 75.0000 (74.2873) acc5: 90.6250 (89.6747) time: 0.0953 data: 0.0027 max mem: 3006 Epoch: [76] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 710.6768965206847 loss: 1.0930 (1.0455) acc1: 75.0000 (74.2231) acc5: 87.5000 (89.6754) time: 0.0935 data: 0.0028 max mem: 3006 Epoch: [76] [190/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 352.48288504062737 loss: 0.9613 (1.0364) acc1: 75.0000 (74.3946) acc5: 90.6250 (89.8233) time: 0.0959 data: 0.0025 max mem: 3006 Epoch: [76] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 440.4740476252986 loss: 0.9253 (1.0388) acc1: 75.0000 (74.3626) acc5: 90.6250 (89.7077) time: 0.0939 data: 0.0020 max mem: 3006 Epoch: [76] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 339.1040649215136 loss: 0.9253 (1.0391) acc1: 75.0000 (74.3928) acc5: 90.6250 (89.7068) time: 0.0966 data: 0.0023 max mem: 3006 Epoch: [76] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 308.7161175910443 loss: 0.9714 (1.0423) acc1: 75.0000 (74.3920) acc5: 90.6250 (89.6352) time: 0.0940 data: 0.0021 max mem: 3006 Epoch: [76] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 320.97064773939286 loss: 1.1514 (1.0488) acc1: 68.7500 (74.1071) acc5: 87.5000 (89.5427) time: 0.0918 data: 0.0010 max mem: 3006 Epoch: [76] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 356.53344383878954 loss: 1.1379 (1.0470) acc1: 68.7500 (74.0664) acc5: 87.5000 (89.5617) time: 0.0949 data: 0.0012 max mem: 3006 Epoch: [76] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 320.55898867682987 loss: 0.9819 (1.0421) acc1: 71.8750 (74.0911) acc5: 90.6250 (89.6414) time: 0.0970 data: 0.0014 max mem: 3006 Epoch: [76] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 457.70763097678 loss: 0.9882 (1.0455) acc1: 75.0000 (73.9823) acc5: 90.6250 (89.6193) time: 0.0993 data: 0.0013 max mem: 3006 Epoch: [76] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 322.04499876429753 loss: 1.0762 (1.0510) acc1: 75.0000 (73.9161) acc5: 87.5000 (89.5065) time: 0.0969 data: 0.0013 max mem: 3006 Epoch: [76] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 236.0266382956274 loss: 1.1502 (1.0517) acc1: 71.8750 (73.8657) acc5: 87.5000 (89.5018) time: 0.0952 data: 0.0016 max mem: 3006 Epoch: [76] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 421.8799404039706 loss: 1.1105 (1.0527) acc1: 71.8750 (73.8402) acc5: 90.6250 (89.5082) time: 0.0938 data: 0.0028 max mem: 3006 Epoch: [76] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 319.19438558440294 loss: 1.0436 (1.0528) acc1: 75.0000 (73.9203) acc5: 87.5000 (89.4726) time: 0.0953 data: 0.0024 max mem: 3006 Epoch: [76] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 433.8883741679786 loss: 1.0171 (1.0502) acc1: 78.1250 (74.0153) acc5: 87.5000 (89.4695) time: 0.0947 data: 0.0017 max mem: 3006 Epoch: [76] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 284.8883266401202 loss: 0.8406 (1.0438) acc1: 78.1250 (74.1433) acc5: 93.7500 (89.5736) time: 0.0984 data: 0.0033 max mem: 3006 Epoch: [76] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 329.16752217663316 loss: 0.8796 (1.0461) acc1: 78.1250 (74.1220) acc5: 90.6250 (89.5676) time: 0.0980 data: 0.0026 max mem: 3006 Epoch: [76] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 297.0904213168531 loss: 1.1191 (1.0476) acc1: 75.0000 (74.1019) acc5: 90.6250 (89.5528) time: 0.0935 data: 0.0024 max mem: 3006 Epoch: [76] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 338.20685345381514 loss: 1.1022 (1.0494) acc1: 75.0000 (74.1097) acc5: 87.5000 (89.5032) time: 0.0964 data: 0.0025 max mem: 3006 Epoch: [76] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 406.94605796547785 loss: 1.1022 (1.0523) acc1: 75.0000 (74.0911) acc5: 87.5000 (89.4650) time: 0.0960 data: 0.0011 max mem: 3006 Epoch: [76] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 874.2971566296453 loss: 1.0233 (1.0532) acc1: 71.8750 (73.9808) acc5: 87.5000 (89.4373) time: 0.0696 data: 0.0008 max mem: 3006 Epoch: [76] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 867.1852378306434 loss: 0.9860 (1.0547) acc1: 71.8750 (73.9747) acc5: 87.5000 (89.3947) time: 0.0413 data: 0.0001 max mem: 3006 Epoch: [76] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 754.0457356536747 loss: 0.9631 (1.0536) acc1: 71.8750 (74.0160) acc5: 87.5000 (89.3840) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [76] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:54 loss: 1.7750 (1.7750) acc1: 59.3750 (59.3750) acc5: 81.2500 (81.2500) time: 2.8563 data: 2.8323 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.650 Acc@5 82.750 Test: EMA [ 0/40] eta: 0:01:46 loss: 1.6233 (1.6233) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 2.6725 data: 2.6616 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.390 Acc@5 83.240 Epoch: [77] [ 0/391] eta: 0:16:55 lr: 0.0010000000000000002 img/s: 936.6663270362125 loss: 0.9443 (0.9443) acc1: 75.0000 (75.0000) acc5: 90.6250 (90.6250) time: 2.5971 data: 2.5629 max mem: 3006 Epoch: [77] [ 10/391] eta: 0:02:00 lr: 0.0010000000000000002 img/s: 245.0650706066659 loss: 0.9872 (0.9459) acc1: 75.0000 (74.7159) acc5: 90.6250 (91.1932) time: 0.3169 data: 0.2534 max mem: 3006 Epoch: [77] [ 20/391] eta: 0:01:18 lr: 0.0010000000000000002 img/s: 371.494800590106 loss: 0.9872 (0.9756) acc1: 75.0000 (74.5536) acc5: 90.6250 (90.3274) time: 0.0915 data: 0.0114 max mem: 3006 Epoch: [77] [ 30/391] eta: 0:01:02 lr: 0.0010000000000000002 img/s: 270.5173575839662 loss: 0.8989 (0.9561) acc1: 75.0000 (75.4032) acc5: 90.6250 (90.1210) time: 0.0960 data: 0.0010 max mem: 3006 Epoch: [77] [ 40/391] eta: 0:00:54 lr: 0.0010000000000000002 img/s: 335.1337811181303 loss: 1.0289 (0.9704) acc1: 75.0000 (75.3049) acc5: 90.6250 (89.9390) time: 0.0962 data: 0.0062 max mem: 3006 Epoch: [77] [ 50/391] eta: 0:00:49 lr: 0.0010000000000000002 img/s: 377.99611915162063 loss: 1.0874 (0.9984) acc1: 71.8750 (74.5098) acc5: 87.5000 (89.7059) time: 0.0975 data: 0.0071 max mem: 3006 Epoch: [77] [ 60/391] eta: 0:00:44 lr: 0.0010000000000000002 img/s: 429.54896275387085 loss: 1.0874 (1.0193) acc1: 75.0000 (74.4365) acc5: 87.5000 (89.3443) time: 0.0936 data: 0.0032 max mem: 3006 Epoch: [77] [ 70/391] eta: 0:00:41 lr: 0.0010000000000000002 img/s: 316.3132643129344 loss: 0.9780 (1.0055) acc1: 75.0000 (74.9120) acc5: 90.6250 (89.7447) time: 0.0959 data: 0.0024 max mem: 3006 Epoch: [77] [ 80/391] eta: 0:00:38 lr: 0.0010000000000000002 img/s: 317.118168801773 loss: 0.9167 (1.0041) acc1: 75.0000 (74.7685) acc5: 90.6250 (89.8148) time: 0.0966 data: 0.0023 max mem: 3006 Epoch: [77] [ 90/391] eta: 0:00:36 lr: 0.0010000000000000002 img/s: 347.6062571221382 loss: 1.0003 (1.0113) acc1: 75.0000 (74.7596) acc5: 90.6250 (89.7321) time: 0.0892 data: 0.0025 max mem: 3006 Epoch: [77] [100/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 335.0626674155901 loss: 1.0831 (1.0207) acc1: 75.0000 (74.6906) acc5: 87.5000 (89.6658) time: 0.0932 data: 0.0031 max mem: 3006 Epoch: [77] [110/391] eta: 0:00:32 lr: 0.0010000000000000002 img/s: 328.26022559406766 loss: 1.0136 (1.0107) acc1: 78.1250 (75.2815) acc5: 90.6250 (89.7523) time: 0.0924 data: 0.0033 max mem: 3006 Epoch: [77] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 290.0487269363922 loss: 0.8181 (1.0105) acc1: 78.1250 (75.2841) acc5: 90.6250 (89.7211) time: 0.0934 data: 0.0034 max mem: 3006 Epoch: [77] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 410.62129013507104 loss: 0.8289 (1.0029) acc1: 78.1250 (75.5248) acc5: 90.6250 (89.9094) time: 0.0983 data: 0.0034 max mem: 3006 Epoch: [77] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 245.9677755134953 loss: 0.9057 (1.0099) acc1: 75.0000 (75.2438) acc5: 90.6250 (89.8050) time: 0.0958 data: 0.0018 max mem: 3006 Epoch: [77] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 365.3167193339158 loss: 0.9810 (1.0128) acc1: 75.0000 (75.1449) acc5: 87.5000 (89.7765) time: 0.0942 data: 0.0018 max mem: 3006 Epoch: [77] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 411.115587247911 loss: 0.9093 (1.0091) acc1: 75.0000 (75.1553) acc5: 90.6250 (89.8292) time: 0.0979 data: 0.0031 max mem: 3006 Epoch: [77] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 354.4872314295147 loss: 0.9093 (1.0085) acc1: 78.1250 (75.3107) acc5: 90.6250 (89.8392) time: 0.0953 data: 0.0034 max mem: 3006 Epoch: [77] [180/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 429.6245858767569 loss: 1.0812 (1.0232) acc1: 75.0000 (74.9137) acc5: 87.5000 (89.6927) time: 0.0947 data: 0.0044 max mem: 3006 Epoch: [77] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 491.2657316037598 loss: 1.0812 (1.0234) acc1: 71.8750 (75.0164) acc5: 87.5000 (89.7088) time: 0.0948 data: 0.0039 max mem: 3006 Epoch: [77] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 287.51741157115435 loss: 1.0586 (1.0279) acc1: 71.8750 (74.8290) acc5: 90.6250 (89.6922) time: 0.0954 data: 0.0021 max mem: 3006 Epoch: [77] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 222.7140443975402 loss: 0.9881 (1.0329) acc1: 71.8750 (74.7334) acc5: 87.5000 (89.6031) time: 0.0980 data: 0.0016 max mem: 3006 Epoch: [77] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 344.73229756073755 loss: 0.9593 (1.0293) acc1: 75.0000 (74.7879) acc5: 90.6250 (89.7059) time: 0.0970 data: 0.0025 max mem: 3006 Epoch: [77] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 395.9645508077554 loss: 0.9624 (1.0286) acc1: 75.0000 (74.7971) acc5: 90.6250 (89.7727) time: 0.0950 data: 0.0032 max mem: 3006 Epoch: [77] [240/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 300.3157776972268 loss: 0.9310 (1.0289) acc1: 71.8750 (74.7277) acc5: 90.6250 (89.8729) time: 0.0943 data: 0.0018 max mem: 3006 Epoch: [77] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 275.57448870437554 loss: 1.0050 (1.0278) acc1: 71.8750 (74.8008) acc5: 90.6250 (89.9278) time: 0.0973 data: 0.0019 max mem: 3006 Epoch: [77] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 376.4017937018518 loss: 1.0050 (1.0258) acc1: 71.8750 (74.8204) acc5: 90.6250 (89.9545) time: 0.0957 data: 0.0029 max mem: 3006 Epoch: [77] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 344.16920015590705 loss: 0.8595 (1.0228) acc1: 71.8750 (74.9193) acc5: 90.6250 (89.9792) time: 0.1006 data: 0.0039 max mem: 3006 Epoch: [77] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 380.46161870422026 loss: 0.9442 (1.0272) acc1: 75.0000 (74.7887) acc5: 90.6250 (89.8910) time: 0.1021 data: 0.0051 max mem: 3006 Epoch: [77] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 342.49963126185 loss: 1.0106 (1.0245) acc1: 78.1250 (74.8819) acc5: 90.6250 (89.9377) time: 0.0938 data: 0.0040 max mem: 3006 Epoch: [77] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 309.02246678792625 loss: 1.0106 (1.0263) acc1: 75.0000 (74.7716) acc5: 90.6250 (89.8775) time: 0.0957 data: 0.0030 max mem: 3006 Epoch: [77] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 320.7919023888909 loss: 1.0324 (1.0287) acc1: 71.8750 (74.6986) acc5: 90.6250 (89.8714) time: 0.0949 data: 0.0028 max mem: 3006 Epoch: [77] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 391.6524499848262 loss: 1.1810 (1.0352) acc1: 71.8750 (74.5717) acc5: 84.3750 (89.7196) time: 0.0912 data: 0.0031 max mem: 3006 Epoch: [77] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 363.06952864002164 loss: 1.1979 (1.0375) acc1: 71.8750 (74.5374) acc5: 84.3750 (89.6148) time: 0.0981 data: 0.0032 max mem: 3006 Epoch: [77] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 396.75815138669645 loss: 1.1397 (1.0372) acc1: 75.0000 (74.5784) acc5: 87.5000 (89.6444) time: 0.0956 data: 0.0032 max mem: 3006 Epoch: [77] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 302.6616455222366 loss: 1.0085 (1.0382) acc1: 75.0000 (74.5459) acc5: 90.6250 (89.6457) time: 0.0969 data: 0.0034 max mem: 3006 Epoch: [77] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 489.26182256941536 loss: 1.1409 (1.0430) acc1: 71.8750 (74.4027) acc5: 87.5000 (89.5429) time: 0.0924 data: 0.0019 max mem: 3006 Epoch: [77] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 867.7290612049626 loss: 1.0402 (1.0418) acc1: 71.8750 (74.4525) acc5: 87.5000 (89.5637) time: 0.0654 data: 0.0007 max mem: 3006 Epoch: [77] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 869.6462782500519 loss: 0.9642 (1.0422) acc1: 75.0000 (74.4341) acc5: 90.6250 (89.6079) time: 0.0441 data: 0.0001 max mem: 3006 Epoch: [77] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 750.5576880060842 loss: 0.9706 (1.0429) acc1: 75.0000 (74.4160) acc5: 90.6250 (89.6160) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [77] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:02 loss: 1.6690 (1.6690) acc1: 62.5000 (62.5000) acc5: 81.2500 (81.2500) time: 1.5712 data: 1.5596 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.960 Acc@5 82.860 Test: EMA [ 0/40] eta: 0:01:11 loss: 1.6262 (1.6262) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 1.7821 data: 1.7711 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.320 Acc@5 83.170 Epoch: [78] [ 0/391] eta: 0:17:37 lr: 0.0010000000000000002 img/s: 904.2980690194177 loss: 1.0000 (1.0000) acc1: 75.0000 (75.0000) acc5: 87.5000 (87.5000) time: 2.7051 data: 2.6697 max mem: 3006 Epoch: [78] [ 10/391] eta: 0:02:01 lr: 0.0010000000000000002 img/s: 307.2131255607845 loss: 0.9061 (0.8956) acc1: 75.0000 (76.9886) acc5: 87.5000 (90.0568) time: 0.3188 data: 0.2448 max mem: 3006 Epoch: [78] [ 20/391] eta: 0:01:17 lr: 0.0010000000000000002 img/s: 507.6620672960542 loss: 0.9704 (0.9790) acc1: 75.0000 (74.7024) acc5: 87.5000 (89.4345) time: 0.0854 data: 0.0013 max mem: 3006 Epoch: [78] [ 30/391] eta: 0:01:03 lr: 0.0010000000000000002 img/s: 413.10473376423516 loss: 1.0020 (1.0479) acc1: 68.7500 (72.8831) acc5: 87.5000 (88.6089) time: 0.0960 data: 0.0016 max mem: 3006 Epoch: [78] [ 40/391] eta: 0:00:54 lr: 0.0010000000000000002 img/s: 342.9976591329592 loss: 1.0122 (1.0406) acc1: 71.8750 (73.5518) acc5: 90.6250 (88.7957) time: 0.0947 data: 0.0026 max mem: 3006 Epoch: [78] [ 50/391] eta: 0:00:48 lr: 0.0010000000000000002 img/s: 210.26286906677237 loss: 1.0181 (1.0478) acc1: 75.0000 (73.4681) acc5: 90.6250 (88.7868) time: 0.0936 data: 0.0030 max mem: 3006 Epoch: [78] [ 60/391] eta: 0:00:44 lr: 0.0010000000000000002 img/s: 429.13282496443014 loss: 1.0181 (1.0387) acc1: 75.0000 (73.7193) acc5: 90.6250 (89.1906) time: 0.0957 data: 0.0043 max mem: 3006 Epoch: [78] [ 70/391] eta: 0:00:41 lr: 0.0010000000000000002 img/s: 260.7744249439953 loss: 0.9471 (1.0403) acc1: 71.8750 (73.8556) acc5: 90.6250 (88.7324) time: 0.0957 data: 0.0029 max mem: 3006 Epoch: [78] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 470.3667043985043 loss: 1.1856 (1.0564) acc1: 71.8750 (73.6111) acc5: 84.3750 (88.4259) time: 0.0998 data: 0.0015 max mem: 3006 Epoch: [78] [ 90/391] eta: 0:00:36 lr: 0.0010000000000000002 img/s: 453.21013408790844 loss: 1.0047 (1.0503) acc1: 75.0000 (73.6951) acc5: 87.5000 (88.6332) time: 0.0922 data: 0.0026 max mem: 3006 Epoch: [78] [100/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 272.8274320003415 loss: 0.9475 (1.0476) acc1: 75.0000 (73.7624) acc5: 90.6250 (88.6448) time: 0.0954 data: 0.0020 max mem: 3006 Epoch: [78] [110/391] eta: 0:00:32 lr: 0.0010000000000000002 img/s: 454.65939940041665 loss: 0.9885 (1.0513) acc1: 75.0000 (73.8739) acc5: 90.6250 (88.6261) time: 0.0969 data: 0.0008 max mem: 3006 Epoch: [78] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 653.5569741679449 loss: 1.0119 (1.0466) acc1: 75.0000 (73.7862) acc5: 90.6250 (88.7913) time: 0.0940 data: 0.0044 max mem: 3006 Epoch: [78] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 387.6469816917314 loss: 1.0119 (1.0444) acc1: 71.8750 (73.9265) acc5: 90.6250 (88.8359) time: 0.0970 data: 0.0047 max mem: 3006 Epoch: [78] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 504.3390273780089 loss: 1.0456 (1.0447) acc1: 71.8750 (74.0248) acc5: 90.6250 (88.8520) time: 0.0949 data: 0.0012 max mem: 3006 Epoch: [78] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 318.4325508013144 loss: 1.0316 (1.0411) acc1: 71.8750 (73.9445) acc5: 90.6250 (88.8452) time: 0.0964 data: 0.0018 max mem: 3006 Epoch: [78] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 312.22864586968154 loss: 1.0202 (1.0423) acc1: 71.8750 (73.9130) acc5: 87.5000 (88.9169) time: 0.0960 data: 0.0034 max mem: 3006 Epoch: [78] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 494.1724367730605 loss: 1.1031 (1.0519) acc1: 68.7500 (73.6477) acc5: 87.5000 (88.7792) time: 0.0976 data: 0.0054 max mem: 3006 Epoch: [78] [180/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 301.86453875028394 loss: 1.2182 (1.0606) acc1: 68.7500 (73.4461) acc5: 87.5000 (88.6913) time: 0.0950 data: 0.0046 max mem: 3006 Epoch: [78] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 444.62684767413356 loss: 1.1273 (1.0556) acc1: 71.8750 (73.6093) acc5: 90.6250 (88.8416) time: 0.0894 data: 0.0022 max mem: 3006 Epoch: [78] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 301.93516225184186 loss: 1.0516 (1.0538) acc1: 75.0000 (73.6474) acc5: 90.6250 (88.9459) time: 0.0969 data: 0.0026 max mem: 3006 Epoch: [78] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 425.18231956689084 loss: 0.8971 (1.0494) acc1: 75.0000 (73.7559) acc5: 90.6250 (88.9366) time: 0.0998 data: 0.0035 max mem: 3006 Epoch: [78] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 344.93606675764374 loss: 0.9249 (1.0488) acc1: 75.0000 (73.7415) acc5: 90.6250 (88.9847) time: 0.0933 data: 0.0028 max mem: 3006 Epoch: [78] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 330.835700887124 loss: 0.9872 (1.0488) acc1: 75.0000 (73.7825) acc5: 90.6250 (88.9881) time: 0.0954 data: 0.0040 max mem: 3006 Epoch: [78] [240/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 349.2243092542626 loss: 0.9073 (1.0497) acc1: 75.0000 (73.7811) acc5: 90.6250 (88.9912) time: 0.0975 data: 0.0039 max mem: 3006 Epoch: [78] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 344.96709623362136 loss: 0.8915 (1.0499) acc1: 75.0000 (73.8546) acc5: 90.6250 (88.9567) time: 0.0967 data: 0.0015 max mem: 3006 Epoch: [78] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 304.90931849728184 loss: 1.1272 (1.0552) acc1: 71.8750 (73.6710) acc5: 87.5000 (88.9607) time: 0.0948 data: 0.0017 max mem: 3006 Epoch: [78] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 403.60407520117394 loss: 1.1531 (1.0610) acc1: 68.7500 (73.5009) acc5: 87.5000 (88.8722) time: 0.0940 data: 0.0015 max mem: 3006 Epoch: [78] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 368.26867440788465 loss: 1.0360 (1.0595) acc1: 68.7500 (73.5765) acc5: 87.5000 (88.8345) time: 0.0953 data: 0.0008 max mem: 3006 Epoch: [78] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 403.1276652620134 loss: 1.0360 (1.0591) acc1: 71.8750 (73.5073) acc5: 90.6250 (88.9175) time: 0.0948 data: 0.0012 max mem: 3006 Epoch: [78] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 319.0562886436194 loss: 1.0420 (1.0583) acc1: 75.0000 (73.5984) acc5: 90.6250 (88.9431) time: 0.0983 data: 0.0016 max mem: 3006 Epoch: [78] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 382.1080010021181 loss: 1.0773 (1.0611) acc1: 75.0000 (73.5631) acc5: 87.5000 (88.8666) time: 0.0957 data: 0.0020 max mem: 3006 Epoch: [78] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 317.97839833024165 loss: 1.0920 (1.0605) acc1: 75.0000 (73.6468) acc5: 87.5000 (88.9311) time: 0.0942 data: 0.0018 max mem: 3006 Epoch: [78] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 318.7380589943741 loss: 1.0400 (1.0641) acc1: 75.0000 (73.6027) acc5: 90.6250 (88.9067) time: 0.0969 data: 0.0021 max mem: 3006 Epoch: [78] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 412.4294107524767 loss: 1.0225 (1.0638) acc1: 75.0000 (73.6254) acc5: 90.6250 (88.9205) time: 0.0951 data: 0.0022 max mem: 3006 Epoch: [78] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 378.4533622070335 loss: 1.1290 (1.0648) acc1: 71.8750 (73.5844) acc5: 90.6250 (88.9334) time: 0.0950 data: 0.0009 max mem: 3006 Epoch: [78] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 373.0114556641895 loss: 1.1565 (1.0649) acc1: 71.8750 (73.5630) acc5: 84.3750 (88.9197) time: 0.0959 data: 0.0025 max mem: 3006 Epoch: [78] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 865.8761354252683 loss: 1.1231 (1.0644) acc1: 71.8750 (73.5681) acc5: 84.3750 (88.9235) time: 0.0702 data: 0.0024 max mem: 3006 Epoch: [78] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 871.0572537414172 loss: 1.0133 (1.0664) acc1: 75.0000 (73.4826) acc5: 90.6250 (88.8862) time: 0.0395 data: 0.0002 max mem: 3006 Epoch: [78] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 725.2691463056146 loss: 1.0925 (1.0706) acc1: 68.7500 (73.4160) acc5: 87.5000 (88.8240) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [78] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:18 loss: 1.6929 (1.6929) acc1: 68.7500 (68.7500) acc5: 81.2500 (81.2500) time: 1.9616 data: 1.9499 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.630 Acc@5 82.860 Test: EMA [ 0/40] eta: 0:01:40 loss: 1.6306 (1.6306) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 2.5239 data: 2.5128 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.240 Acc@5 83.160 Epoch: [79] [ 0/391] eta: 0:18:04 lr: 0.0010000000000000002 img/s: 828.8421702668988 loss: 0.7314 (0.7314) acc1: 81.2500 (81.2500) acc5: 96.8750 (96.8750) time: 2.7729 data: 2.7343 max mem: 3006 Epoch: [79] [ 10/391] eta: 0:02:04 lr: 0.0010000000000000002 img/s: 337.21691590287827 loss: 0.9363 (1.0049) acc1: 78.1250 (77.5568) acc5: 87.5000 (89.7727) time: 0.3277 data: 0.2588 max mem: 3006 Epoch: [79] [ 20/391] eta: 0:01:20 lr: 0.0010000000000000002 img/s: 296.6006541147353 loss: 0.9363 (0.9912) acc1: 78.1250 (76.4881) acc5: 90.6250 (90.7738) time: 0.0904 data: 0.0083 max mem: 3006 Epoch: [79] [ 30/391] eta: 0:01:03 lr: 0.0010000000000000002 img/s: 392.7630184328426 loss: 1.0001 (1.0074) acc1: 75.0000 (76.7137) acc5: 90.6250 (90.0202) time: 0.0911 data: 0.0039 max mem: 3006 Epoch: [79] [ 40/391] eta: 0:00:55 lr: 0.0010000000000000002 img/s: 304.6518597878614 loss: 1.1389 (1.0550) acc1: 75.0000 (75.2287) acc5: 87.5000 (89.7104) time: 0.0949 data: 0.0028 max mem: 3006 Epoch: [79] [ 50/391] eta: 0:00:48 lr: 0.0010000000000000002 img/s: 332.2163427861398 loss: 0.9884 (1.0371) acc1: 75.0000 (75.9191) acc5: 90.6250 (89.8284) time: 0.0926 data: 0.0021 max mem: 3006 Epoch: [79] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 366.2807708891642 loss: 0.9951 (1.0553) acc1: 75.0000 (75.1537) acc5: 87.5000 (89.3443) time: 0.0912 data: 0.0019 max mem: 3006 Epoch: [79] [ 70/391] eta: 0:00:41 lr: 0.0010000000000000002 img/s: 360.0618301709129 loss: 1.1839 (1.0722) acc1: 71.8750 (74.8239) acc5: 87.5000 (88.8204) time: 0.0942 data: 0.0023 max mem: 3006 Epoch: [79] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 300.30838626818786 loss: 1.0301 (1.0570) acc1: 75.0000 (75.0772) acc5: 87.5000 (89.0818) time: 0.0941 data: 0.0037 max mem: 3006 Epoch: [79] [ 90/391] eta: 0:00:36 lr: 0.0010000000000000002 img/s: 293.12348871339714 loss: 0.9338 (1.0524) acc1: 75.0000 (75.0343) acc5: 90.6250 (89.1484) time: 0.0953 data: 0.0046 max mem: 3006 Epoch: [79] [100/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 306.9672077907227 loss: 0.9624 (1.0520) acc1: 75.0000 (74.9691) acc5: 90.6250 (89.2327) time: 0.0909 data: 0.0066 max mem: 3006 Epoch: [79] [110/391] eta: 0:00:32 lr: 0.0010000000000000002 img/s: 427.48583622639103 loss: 1.0590 (1.0523) acc1: 71.8750 (74.9437) acc5: 90.6250 (89.1892) time: 0.0943 data: 0.0071 max mem: 3006 Epoch: [79] [120/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 431.43230750438767 loss: 1.1314 (1.0606) acc1: 71.8750 (74.8192) acc5: 84.3750 (88.8171) time: 0.0912 data: 0.0027 max mem: 3006 Epoch: [79] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 402.4109326185636 loss: 1.2690 (1.0744) acc1: 71.8750 (74.5468) acc5: 84.3750 (88.5735) time: 0.0949 data: 0.0007 max mem: 3006 Epoch: [79] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 389.23433045747845 loss: 1.1044 (1.0648) acc1: 71.8750 (74.5567) acc5: 87.5000 (88.7411) time: 0.0964 data: 0.0013 max mem: 3006 Epoch: [79] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 250.21527975854247 loss: 0.9384 (1.0644) acc1: 71.8750 (74.4205) acc5: 90.6250 (88.6796) time: 0.0983 data: 0.0019 max mem: 3006 Epoch: [79] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 334.11181559065506 loss: 0.9599 (1.0661) acc1: 71.8750 (74.3012) acc5: 87.5000 (88.5481) time: 0.0983 data: 0.0016 max mem: 3006 Epoch: [79] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 347.97034087255906 loss: 1.0583 (1.0666) acc1: 71.8750 (74.3238) acc5: 87.5000 (88.4686) time: 0.0911 data: 0.0009 max mem: 3006 Epoch: [79] [180/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 428.34943846401796 loss: 1.0789 (1.0705) acc1: 75.0000 (74.1367) acc5: 87.5000 (88.4323) time: 0.0944 data: 0.0031 max mem: 3006 Epoch: [79] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 502.16338732186216 loss: 1.0985 (1.0706) acc1: 71.8750 (74.2310) acc5: 87.5000 (88.4326) time: 0.0989 data: 0.0040 max mem: 3006 Epoch: [79] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 306.19129181057883 loss: 0.9843 (1.0653) acc1: 75.0000 (74.4403) acc5: 90.6250 (88.6039) time: 0.0988 data: 0.0021 max mem: 3006 Epoch: [79] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 379.29720029729356 loss: 0.9862 (1.0681) acc1: 75.0000 (74.2447) acc5: 90.6250 (88.5367) time: 0.0953 data: 0.0015 max mem: 3006 Epoch: [79] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 333.73547373237056 loss: 0.9977 (1.0639) acc1: 71.8750 (74.2506) acc5: 87.5000 (88.5747) time: 0.0953 data: 0.0012 max mem: 3006 Epoch: [79] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 454.845833728701 loss: 0.9964 (1.0603) acc1: 75.0000 (74.3371) acc5: 87.5000 (88.6093) time: 0.0966 data: 0.0011 max mem: 3006 Epoch: [79] [240/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 275.9314086473129 loss: 1.0348 (1.0664) acc1: 71.8750 (74.0923) acc5: 87.5000 (88.4984) time: 0.0940 data: 0.0018 max mem: 3006 Epoch: [79] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 352.8498404235742 loss: 1.0548 (1.0650) acc1: 68.7500 (73.9791) acc5: 87.5000 (88.5334) time: 0.0937 data: 0.0023 max mem: 3006 Epoch: [79] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 468.59641441913243 loss: 1.0206 (1.0655) acc1: 75.0000 (73.9583) acc5: 87.5000 (88.5057) time: 0.0964 data: 0.0014 max mem: 3006 Epoch: [79] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 332.92172907917876 loss: 0.9324 (1.0607) acc1: 71.8750 (73.9968) acc5: 90.6250 (88.6070) time: 0.0954 data: 0.0012 max mem: 3006 Epoch: [79] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 403.2536286530644 loss: 0.9895 (1.0600) acc1: 71.8750 (73.9769) acc5: 90.6250 (88.6010) time: 0.0955 data: 0.0019 max mem: 3006 Epoch: [79] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 710.6543192227252 loss: 1.0992 (1.0619) acc1: 71.8750 (73.9154) acc5: 87.5000 (88.5954) time: 0.0975 data: 0.0054 max mem: 3006 Epoch: [79] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 340.6990973427965 loss: 1.0377 (1.0599) acc1: 78.1250 (74.0968) acc5: 87.5000 (88.6213) time: 0.0962 data: 0.0054 max mem: 3006 Epoch: [79] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 253.1808060725186 loss: 0.9475 (1.0556) acc1: 78.1250 (74.1961) acc5: 90.6250 (88.7259) time: 0.0988 data: 0.0021 max mem: 3006 Epoch: [79] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 308.11584727553213 loss: 1.0295 (1.0575) acc1: 71.8750 (74.0654) acc5: 90.6250 (88.7656) time: 0.0980 data: 0.0018 max mem: 3006 Epoch: [79] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 204.13559992273682 loss: 1.0578 (1.0578) acc1: 71.8750 (74.1314) acc5: 90.6250 (88.8123) time: 0.0947 data: 0.0025 max mem: 3006 Epoch: [79] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 499.7085840233514 loss: 1.0330 (1.0593) acc1: 75.0000 (74.0561) acc5: 87.5000 (88.7555) time: 0.0917 data: 0.0038 max mem: 3006 Epoch: [79] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 385.45274089050224 loss: 1.0251 (1.0568) acc1: 71.8750 (74.0474) acc5: 87.5000 (88.8266) time: 0.0944 data: 0.0029 max mem: 3006 Epoch: [79] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 477.91017757252274 loss: 1.0413 (1.0572) acc1: 71.8750 (74.0045) acc5: 90.6250 (88.8418) time: 0.0942 data: 0.0013 max mem: 3006 Epoch: [79] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 869.4941663481534 loss: 1.0817 (1.0588) acc1: 71.8750 (73.9218) acc5: 90.6250 (88.8561) time: 0.0680 data: 0.0006 max mem: 3006 Epoch: [79] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 867.2412705797213 loss: 1.1012 (1.0633) acc1: 68.7500 (73.8107) acc5: 90.6250 (88.7795) time: 0.0430 data: 0.0001 max mem: 3006 Epoch: [79] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 747.9144079885878 loss: 1.1012 (1.0636) acc1: 70.0000 (73.8080) acc5: 87.5000 (88.7760) time: 0.0365 data: 0.0001 max mem: 3006 Epoch: [79] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:26 loss: 1.6663 (1.6663) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 2.1708 data: 2.1593 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.800 Acc@5 82.800 Test: EMA [ 0/40] eta: 0:01:46 loss: 1.6316 (1.6316) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 2.6626 data: 2.6516 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.270 Acc@5 83.120 Epoch: [80] [ 0/391] eta: 0:19:15 lr: 0.0010000000000000002 img/s: 744.1409578301897 loss: 0.7821 (0.7821) acc1: 84.3750 (84.3750) acc5: 90.6250 (90.6250) time: 2.9545 data: 2.9115 max mem: 3006 Epoch: [80] [ 10/391] eta: 0:02:10 lr: 0.0010000000000000002 img/s: 270.48900855293385 loss: 1.1398 (1.0662) acc1: 75.0000 (75.0000) acc5: 90.6250 (87.5000) time: 0.3412 data: 0.2663 max mem: 3006 Epoch: [80] [ 20/391] eta: 0:01:22 lr: 0.0010000000000000002 img/s: 306.19688003321636 loss: 0.9580 (1.0166) acc1: 75.0000 (75.8929) acc5: 90.6250 (88.8393) time: 0.0853 data: 0.0020 max mem: 3006 Epoch: [80] [ 30/391] eta: 0:01:05 lr: 0.0010000000000000002 img/s: 263.67817437787437 loss: 0.9198 (0.9952) acc1: 78.1250 (76.2097) acc5: 90.6250 (89.6169) time: 0.0939 data: 0.0019 max mem: 3006 Epoch: [80] [ 40/391] eta: 0:00:56 lr: 0.0010000000000000002 img/s: 453.94896285348045 loss: 0.9871 (0.9943) acc1: 78.1250 (76.4482) acc5: 87.5000 (89.4817) time: 0.0962 data: 0.0017 max mem: 3006 Epoch: [80] [ 50/391] eta: 0:00:50 lr: 0.0010000000000000002 img/s: 353.82933548450023 loss: 0.9491 (0.9653) acc1: 78.1250 (77.1446) acc5: 90.6250 (89.7672) time: 0.0931 data: 0.0024 max mem: 3006 Epoch: [80] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 304.4424765914205 loss: 0.9145 (0.9569) acc1: 78.1250 (77.3053) acc5: 90.6250 (90.0615) time: 0.0943 data: 0.0023 max mem: 3006 Epoch: [80] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 328.70962511969867 loss: 0.9978 (0.9683) acc1: 75.0000 (76.7606) acc5: 90.6250 (89.7887) time: 0.0983 data: 0.0022 max mem: 3006 Epoch: [80] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 452.4996392618015 loss: 1.0141 (0.9718) acc1: 75.0000 (76.5432) acc5: 87.5000 (89.7377) time: 0.0937 data: 0.0028 max mem: 3006 Epoch: [80] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 372.68209029821736 loss: 1.0055 (0.9838) acc1: 75.0000 (76.3393) acc5: 87.5000 (89.5948) time: 0.0905 data: 0.0019 max mem: 3006 Epoch: [80] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 289.696264879507 loss: 0.9344 (0.9728) acc1: 75.0000 (76.5161) acc5: 90.6250 (89.8824) time: 0.0934 data: 0.0014 max mem: 3006 Epoch: [80] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 461.5369971733733 loss: 1.0059 (0.9865) acc1: 71.8750 (75.9009) acc5: 90.6250 (89.6678) time: 0.0929 data: 0.0017 max mem: 3006 Epoch: [80] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 314.32134292565945 loss: 1.0560 (0.9871) acc1: 71.8750 (75.8781) acc5: 87.5000 (89.6952) time: 0.0913 data: 0.0026 max mem: 3006 Epoch: [80] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 305.21787221656234 loss: 1.0420 (0.9932) acc1: 75.0000 (75.6679) acc5: 87.5000 (89.6469) time: 0.0967 data: 0.0029 max mem: 3006 Epoch: [80] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 276.22386407135593 loss: 1.0363 (0.9933) acc1: 75.0000 (75.7314) acc5: 87.5000 (89.6941) time: 0.0968 data: 0.0017 max mem: 3006 Epoch: [80] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 362.7643424345786 loss: 0.9535 (0.9896) acc1: 75.0000 (75.8278) acc5: 90.6250 (89.7972) time: 0.0949 data: 0.0010 max mem: 3006 Epoch: [80] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 433.528194990859 loss: 1.0489 (1.0092) acc1: 75.0000 (75.5047) acc5: 87.5000 (89.5575) time: 0.0943 data: 0.0015 max mem: 3006 Epoch: [80] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 368.58926948225815 loss: 1.1677 (1.0156) acc1: 71.8750 (75.3107) acc5: 87.5000 (89.4554) time: 0.0971 data: 0.0014 max mem: 3006 Epoch: [80] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 349.22340060156324 loss: 1.0823 (1.0229) acc1: 75.0000 (75.1381) acc5: 87.5000 (89.2783) time: 0.0984 data: 0.0017 max mem: 3006 Epoch: [80] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 315.6972247246247 loss: 0.9753 (1.0181) acc1: 78.1250 (75.2945) acc5: 87.5000 (89.3488) time: 0.0976 data: 0.0020 max mem: 3006 Epoch: [80] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 317.0926960186734 loss: 1.0031 (1.0302) acc1: 75.0000 (74.9534) acc5: 87.5000 (89.1480) time: 0.0953 data: 0.0027 max mem: 3006 Epoch: [80] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 461.64176927839304 loss: 1.1209 (1.0339) acc1: 68.7500 (74.7778) acc5: 87.5000 (89.1440) time: 0.0919 data: 0.0026 max mem: 3006 Epoch: [80] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 430.52585861242716 loss: 0.9803 (1.0297) acc1: 75.0000 (74.9434) acc5: 87.5000 (89.1827) time: 0.0938 data: 0.0026 max mem: 3006 Epoch: [80] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 365.1487553391191 loss: 1.0138 (1.0303) acc1: 78.1250 (74.9053) acc5: 90.6250 (89.2316) time: 0.0971 data: 0.0035 max mem: 3006 Epoch: [80] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 432.68684315722965 loss: 1.0574 (1.0286) acc1: 75.0000 (74.9352) acc5: 87.5000 (89.2505) time: 0.1003 data: 0.0037 max mem: 3006 Epoch: [80] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 477.02862504531527 loss: 1.0278 (1.0297) acc1: 75.0000 (74.8755) acc5: 90.6250 (89.2804) time: 0.0939 data: 0.0028 max mem: 3006 Epoch: [80] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 353.821873426531 loss: 1.0309 (1.0310) acc1: 75.0000 (74.9042) acc5: 90.6250 (89.2960) time: 0.0946 data: 0.0027 max mem: 3006 Epoch: [80] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 364.5408071529647 loss: 1.0736 (1.0338) acc1: 75.0000 (74.8732) acc5: 90.6250 (89.3335) time: 0.0961 data: 0.0028 max mem: 3006 Epoch: [80] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 386.1180640261444 loss: 1.0329 (1.0331) acc1: 75.0000 (74.9222) acc5: 90.6250 (89.4017) time: 0.0998 data: 0.0031 max mem: 3006 Epoch: [80] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 435.0556972775334 loss: 0.9699 (1.0345) acc1: 78.1250 (74.9141) acc5: 90.6250 (89.4008) time: 0.0943 data: 0.0030 max mem: 3006 Epoch: [80] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 337.9862708065775 loss: 1.1208 (1.0388) acc1: 71.8750 (74.8235) acc5: 87.5000 (89.3895) time: 0.0930 data: 0.0027 max mem: 3006 Epoch: [80] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 440.73005730047447 loss: 1.1955 (1.0408) acc1: 71.8750 (74.7890) acc5: 87.5000 (89.3187) time: 0.0998 data: 0.0031 max mem: 3006 Epoch: [80] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 493.7325147235721 loss: 1.1955 (1.0456) acc1: 71.8750 (74.6203) acc5: 87.5000 (89.2815) time: 0.0962 data: 0.0031 max mem: 3006 Epoch: [80] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 344.957343511058 loss: 1.0642 (1.0430) acc1: 75.0000 (74.7545) acc5: 90.6250 (89.3221) time: 0.0942 data: 0.0065 max mem: 3006 Epoch: [80] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 317.85866393846385 loss: 0.9501 (1.0437) acc1: 75.0000 (74.7434) acc5: 90.6250 (89.2687) time: 0.0940 data: 0.0045 max mem: 3006 Epoch: [80] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 237.84607260258193 loss: 0.9818 (1.0390) acc1: 75.0000 (74.8397) acc5: 87.5000 (89.3429) time: 0.1001 data: 0.0016 max mem: 3006 Epoch: [80] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 405.15746227431754 loss: 0.9871 (1.0393) acc1: 75.0000 (74.8269) acc5: 90.6250 (89.3438) time: 0.0976 data: 0.0017 max mem: 3006 Epoch: [80] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 863.7808783401123 loss: 1.0792 (1.0392) acc1: 75.0000 (74.8231) acc5: 87.5000 (89.3110) time: 0.0683 data: 0.0004 max mem: 3006 Epoch: [80] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 868.2904183675449 loss: 0.9875 (1.0373) acc1: 75.0000 (74.8524) acc5: 87.5000 (89.3209) time: 0.0407 data: 0.0001 max mem: 3006 Epoch: [80] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 751.8829771977628 loss: 1.0339 (1.0386) acc1: 75.0000 (74.8000) acc5: 90.6250 (89.3200) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [80] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:31 loss: 1.7269 (1.7269) acc1: 62.5000 (62.5000) acc5: 81.2500 (81.2500) time: 2.2984 data: 2.2808 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.640 Acc@5 82.930 Test: EMA [ 0/40] eta: 0:01:25 loss: 1.6392 (1.6392) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.1365 data: 2.1256 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.160 Acc@5 83.130 Epoch: [81] [ 0/391] eta: 0:19:15 lr: 0.0010000000000000002 img/s: 727.8855494213477 loss: 1.4428 (1.4428) acc1: 62.5000 (62.5000) acc5: 87.5000 (87.5000) time: 2.9546 data: 2.9106 max mem: 3006 Epoch: [81] [ 10/391] eta: 0:02:08 lr: 0.0010000000000000002 img/s: 400.2437168247152 loss: 1.2694 (1.2430) acc1: 71.8750 (68.7500) acc5: 87.5000 (88.0682) time: 0.3385 data: 0.2727 max mem: 3006 Epoch: [81] [ 20/391] eta: 0:01:24 lr: 0.0010000000000000002 img/s: 421.4229403397941 loss: 1.1400 (1.2027) acc1: 71.8750 (70.2381) acc5: 87.5000 (88.2440) time: 0.0901 data: 0.0068 max mem: 3006 Epoch: [81] [ 30/391] eta: 0:01:05 lr: 0.0010000000000000002 img/s: 513.2236204635227 loss: 1.0924 (1.1530) acc1: 68.7500 (70.3629) acc5: 87.5000 (88.8105) time: 0.0971 data: 0.0037 max mem: 3006 Epoch: [81] [ 40/391] eta: 0:00:56 lr: 0.0010000000000000002 img/s: 294.4869495006231 loss: 1.0924 (1.1369) acc1: 71.8750 (70.9604) acc5: 90.6250 (89.0244) time: 0.0941 data: 0.0020 max mem: 3006 Epoch: [81] [ 50/391] eta: 0:00:50 lr: 0.0010000000000000002 img/s: 393.4919054571467 loss: 1.0977 (1.1420) acc1: 71.8750 (71.2623) acc5: 90.6250 (88.9706) time: 0.0919 data: 0.0012 max mem: 3006 Epoch: [81] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 445.33054623758665 loss: 1.1017 (1.1479) acc1: 71.8750 (71.4652) acc5: 87.5000 (88.4221) time: 0.0945 data: 0.0024 max mem: 3006 Epoch: [81] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 248.77109594957028 loss: 1.0444 (1.1242) acc1: 75.0000 (72.0511) acc5: 90.6250 (88.9085) time: 0.0950 data: 0.0052 max mem: 3006 Epoch: [81] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 330.4032455000197 loss: 0.9291 (1.1170) acc1: 71.8750 (72.2222) acc5: 90.6250 (88.7346) time: 0.0932 data: 0.0037 max mem: 3006 Epoch: [81] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 280.08532500839937 loss: 1.0341 (1.1272) acc1: 71.8750 (72.0810) acc5: 87.5000 (88.4959) time: 0.0943 data: 0.0018 max mem: 3006 Epoch: [81] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 280.33687781056994 loss: 1.0494 (1.1192) acc1: 71.8750 (72.3391) acc5: 87.5000 (88.4901) time: 0.0937 data: 0.0022 max mem: 3006 Epoch: [81] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 270.90611981269177 loss: 1.0494 (1.1058) acc1: 75.0000 (72.7196) acc5: 87.5000 (88.6824) time: 0.0962 data: 0.0026 max mem: 3006 Epoch: [81] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 325.5404616145838 loss: 1.0448 (1.1045) acc1: 71.8750 (72.7273) acc5: 87.5000 (88.5847) time: 0.0941 data: 0.0022 max mem: 3006 Epoch: [81] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 307.5270665976235 loss: 0.9176 (1.0857) acc1: 75.0000 (73.0677) acc5: 90.6250 (88.7643) time: 0.0952 data: 0.0026 max mem: 3006 Epoch: [81] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 473.96612755138074 loss: 0.9844 (1.0907) acc1: 71.8750 (72.9388) acc5: 90.6250 (88.7190) time: 0.0987 data: 0.0046 max mem: 3006 Epoch: [81] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 372.00035476718404 loss: 1.1453 (1.0955) acc1: 71.8750 (72.7649) acc5: 87.5000 (88.6796) time: 0.0967 data: 0.0031 max mem: 3006 Epoch: [81] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 391.49936703322345 loss: 1.2138 (1.1086) acc1: 68.7500 (72.3991) acc5: 84.3750 (88.4705) time: 0.0952 data: 0.0029 max mem: 3006 Epoch: [81] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 383.6469313728573 loss: 1.0757 (1.0990) acc1: 71.8750 (72.6060) acc5: 90.6250 (88.5599) time: 0.0951 data: 0.0029 max mem: 3006 Epoch: [81] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 367.95569762532693 loss: 0.9225 (1.0955) acc1: 75.0000 (72.6347) acc5: 90.6250 (88.6395) time: 0.0934 data: 0.0021 max mem: 3006 Epoch: [81] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 364.30729142633794 loss: 1.0022 (1.0943) acc1: 71.8750 (72.6440) acc5: 90.6250 (88.6944) time: 0.0971 data: 0.0019 max mem: 3006 Epoch: [81] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 250.03954648593665 loss: 1.0330 (1.0978) acc1: 71.8750 (72.6679) acc5: 90.6250 (88.6505) time: 0.0989 data: 0.0011 max mem: 3006 Epoch: [81] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 544.3237933789445 loss: 1.0221 (1.0987) acc1: 75.0000 (72.7044) acc5: 87.5000 (88.5960) time: 0.0950 data: 0.0028 max mem: 3006 Epoch: [81] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 313.3995105822577 loss: 1.0281 (1.1017) acc1: 75.0000 (72.6244) acc5: 87.5000 (88.5040) time: 0.0948 data: 0.0028 max mem: 3006 Epoch: [81] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 218.587460078857 loss: 0.9946 (1.0968) acc1: 75.0000 (72.6596) acc5: 90.6250 (88.6093) time: 0.0968 data: 0.0011 max mem: 3006 Epoch: [81] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 354.9709951363231 loss: 0.9245 (1.0959) acc1: 75.0000 (72.7049) acc5: 90.6250 (88.6411) time: 0.0932 data: 0.0017 max mem: 3006 Epoch: [81] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 289.8908581968665 loss: 0.9861 (1.0906) acc1: 75.0000 (72.8959) acc5: 90.6250 (88.8073) time: 0.0963 data: 0.0023 max mem: 3006 Epoch: [81] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 395.4663735926999 loss: 1.0289 (1.0947) acc1: 71.8750 (72.7490) acc5: 90.6250 (88.8170) time: 0.0974 data: 0.0020 max mem: 3006 Epoch: [81] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 345.68855051485855 loss: 1.1156 (1.0935) acc1: 68.7500 (72.7744) acc5: 87.5000 (88.8030) time: 0.0926 data: 0.0020 max mem: 3006 Epoch: [81] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 387.26892591791096 loss: 1.0637 (1.0960) acc1: 71.8750 (72.7091) acc5: 87.5000 (88.7011) time: 0.0947 data: 0.0014 max mem: 3006 Epoch: [81] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 226.74211575497517 loss: 1.0086 (1.0959) acc1: 71.8750 (72.7556) acc5: 87.5000 (88.7027) time: 0.0996 data: 0.0009 max mem: 3006 Epoch: [81] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 240.6435342315933 loss: 1.0984 (1.0990) acc1: 71.8750 (72.7056) acc5: 87.5000 (88.6524) time: 0.0987 data: 0.0032 max mem: 3006 Epoch: [81] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 472.61593934976355 loss: 1.1524 (1.0988) acc1: 71.8750 (72.6889) acc5: 87.5000 (88.6656) time: 0.0935 data: 0.0040 max mem: 3006 Epoch: [81] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 281.03245475179443 loss: 1.0238 (1.0975) acc1: 75.0000 (72.7317) acc5: 87.5000 (88.6877) time: 0.0952 data: 0.0030 max mem: 3006 Epoch: [81] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 373.7395696715035 loss: 1.0302 (1.0953) acc1: 75.0000 (72.8285) acc5: 90.6250 (88.6990) time: 0.0956 data: 0.0024 max mem: 3006 Epoch: [81] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 375.19911440104664 loss: 1.0460 (1.0943) acc1: 71.8750 (72.8464) acc5: 90.6250 (88.7188) time: 0.0927 data: 0.0013 max mem: 3006 Epoch: [81] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 289.46634373793603 loss: 1.0456 (1.0920) acc1: 75.0000 (72.9434) acc5: 90.6250 (88.7821) time: 0.0958 data: 0.0022 max mem: 3006 Epoch: [81] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 404.6285807311294 loss: 0.9882 (1.0903) acc1: 75.0000 (73.0003) acc5: 90.6250 (88.7812) time: 0.0949 data: 0.0018 max mem: 3006 Epoch: [81] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 869.330846157832 loss: 0.9882 (1.0861) acc1: 75.0000 (73.0879) acc5: 90.6250 (88.8477) time: 0.0688 data: 0.0004 max mem: 3006 Epoch: [81] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 875.6604295519194 loss: 1.0241 (1.0831) acc1: 75.0000 (73.1381) acc5: 90.6250 (88.8862) time: 0.0417 data: 0.0001 max mem: 3006 Epoch: [81] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 752.6858024746745 loss: 1.1264 (1.0832) acc1: 71.8750 (73.1200) acc5: 90.6250 (88.9200) time: 0.0362 data: 0.0001 max mem: 3006 Epoch: [81] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:18 loss: 1.7400 (1.7400) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.9745 data: 1.9629 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.720 Acc@5 82.540 Test: EMA [ 0/40] eta: 0:01:31 loss: 1.6463 (1.6463) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.2979 data: 2.2870 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.120 Acc@5 83.040 Epoch: [82] [ 0/391] eta: 0:19:16 lr: 0.0010000000000000002 img/s: 859.5600812055307 loss: 1.4836 (1.4836) acc1: 75.0000 (75.0000) acc5: 78.1250 (78.1250) time: 2.9580 data: 2.9208 max mem: 3006 Epoch: [82] [ 10/391] eta: 0:02:06 lr: 0.0010000000000000002 img/s: 310.12779644255073 loss: 1.0040 (1.0444) acc1: 75.0000 (73.8636) acc5: 90.6250 (89.4886) time: 0.3317 data: 0.2690 max mem: 3006 Epoch: [82] [ 20/391] eta: 0:01:22 lr: 0.0010000000000000002 img/s: 319.23158595756826 loss: 0.9643 (1.0148) acc1: 78.1250 (75.4464) acc5: 90.6250 (90.9226) time: 0.0870 data: 0.0030 max mem: 3006 Epoch: [82] [ 30/391] eta: 0:01:05 lr: 0.0010000000000000002 img/s: 439.7798376764867 loss: 0.9643 (1.0159) acc1: 75.0000 (75.3024) acc5: 90.6250 (91.1290) time: 0.0977 data: 0.0026 max mem: 3006 Epoch: [82] [ 40/391] eta: 0:00:55 lr: 0.0010000000000000002 img/s: 421.96747947031525 loss: 0.9233 (0.9905) acc1: 75.0000 (75.6860) acc5: 90.6250 (91.3110) time: 0.0888 data: 0.0025 max mem: 3006 Epoch: [82] [ 50/391] eta: 0:00:49 lr: 0.0010000000000000002 img/s: 343.5076869527829 loss: 0.9085 (0.9999) acc1: 78.1250 (75.6127) acc5: 90.6250 (91.1152) time: 0.0936 data: 0.0022 max mem: 3006 Epoch: [82] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 357.38215668418724 loss: 1.1019 (1.0152) acc1: 71.8750 (75.2561) acc5: 90.6250 (90.5738) time: 0.0971 data: 0.0039 max mem: 3006 Epoch: [82] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 286.7477401836054 loss: 1.0391 (1.0160) acc1: 78.1250 (75.5722) acc5: 90.6250 (90.3609) time: 0.0927 data: 0.0037 max mem: 3006 Epoch: [82] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 304.416928063216 loss: 1.0990 (1.0244) acc1: 75.0000 (75.2315) acc5: 87.5000 (90.2778) time: 0.0918 data: 0.0031 max mem: 3006 Epoch: [82] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 401.11450874445626 loss: 1.1000 (1.0149) acc1: 68.7500 (75.3434) acc5: 90.6250 (90.4876) time: 0.0929 data: 0.0031 max mem: 3006 Epoch: [82] [100/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 435.5950604462475 loss: 0.9704 (1.0118) acc1: 78.1250 (75.4641) acc5: 90.6250 (90.5322) time: 0.0914 data: 0.0018 max mem: 3006 Epoch: [82] [110/391] eta: 0:00:32 lr: 0.0010000000000000002 img/s: 472.94401533517504 loss: 1.0693 (1.0183) acc1: 75.0000 (75.4223) acc5: 87.5000 (90.2590) time: 0.0908 data: 0.0014 max mem: 3006 Epoch: [82] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 395.1845904255476 loss: 1.0295 (1.0158) acc1: 75.0000 (75.3616) acc5: 90.6250 (90.5475) time: 0.0939 data: 0.0037 max mem: 3006 Epoch: [82] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 367.5858604946691 loss: 1.0168 (1.0257) acc1: 75.0000 (74.9761) acc5: 93.7500 (90.4819) time: 0.0960 data: 0.0049 max mem: 3006 Epoch: [82] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 397.74815376773626 loss: 1.0199 (1.0258) acc1: 75.0000 (75.0887) acc5: 87.5000 (90.2261) time: 0.0958 data: 0.0023 max mem: 3006 Epoch: [82] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 296.030207855454 loss: 0.9090 (1.0176) acc1: 78.1250 (75.4553) acc5: 87.5000 (90.2939) time: 0.0957 data: 0.0022 max mem: 3006 Epoch: [82] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 392.5757641346632 loss: 0.9310 (1.0177) acc1: 75.0000 (75.3300) acc5: 90.6250 (90.2562) time: 0.0958 data: 0.0030 max mem: 3006 Epoch: [82] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 359.7848224098646 loss: 0.9687 (1.0143) acc1: 75.0000 (75.3107) acc5: 90.6250 (90.2961) time: 0.0935 data: 0.0031 max mem: 3006 Epoch: [82] [180/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 343.5868286926226 loss: 0.9721 (1.0100) acc1: 75.0000 (75.3971) acc5: 90.6250 (90.3142) time: 0.0916 data: 0.0019 max mem: 3006 Epoch: [82] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 309.5420167388913 loss: 0.9567 (1.0098) acc1: 75.0000 (75.3272) acc5: 90.6250 (90.2323) time: 0.0989 data: 0.0008 max mem: 3006 Epoch: [82] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 408.1973200002433 loss: 0.8260 (1.0095) acc1: 75.0000 (75.4198) acc5: 90.6250 (90.2052) time: 0.1000 data: 0.0008 max mem: 3006 Epoch: [82] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 363.1834916752129 loss: 0.9407 (1.0102) acc1: 75.0000 (75.3555) acc5: 90.6250 (90.1659) time: 0.0976 data: 0.0012 max mem: 3006 Epoch: [82] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 277.45668257731893 loss: 1.0359 (1.0151) acc1: 71.8750 (75.2687) acc5: 87.5000 (90.0877) time: 0.1000 data: 0.0016 max mem: 3006 Epoch: [82] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 426.83464727189465 loss: 1.1185 (1.0166) acc1: 71.8750 (75.1623) acc5: 87.5000 (90.0027) time: 0.0989 data: 0.0021 max mem: 3006 Epoch: [82] [240/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 412.2849858391748 loss: 1.0483 (1.0218) acc1: 75.0000 (75.1686) acc5: 87.5000 (89.9637) time: 0.0939 data: 0.0023 max mem: 3006 Epoch: [82] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 380.3333229430851 loss: 1.0483 (1.0225) acc1: 75.0000 (75.0747) acc5: 87.5000 (89.9153) time: 0.0929 data: 0.0018 max mem: 3006 Epoch: [82] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 376.22453882141224 loss: 1.0497 (1.0252) acc1: 71.8750 (74.9641) acc5: 87.5000 (89.8707) time: 0.0947 data: 0.0017 max mem: 3006 Epoch: [82] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 319.7395919689736 loss: 1.1830 (1.0288) acc1: 71.8750 (75.0115) acc5: 87.5000 (89.7947) time: 0.0972 data: 0.0012 max mem: 3006 Epoch: [82] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 426.917465043195 loss: 0.9480 (1.0229) acc1: 75.0000 (75.0667) acc5: 90.6250 (89.9021) time: 0.0970 data: 0.0035 max mem: 3006 Epoch: [82] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 396.766361494506 loss: 0.8060 (1.0236) acc1: 78.1250 (75.0859) acc5: 90.6250 (89.8411) time: 0.0942 data: 0.0032 max mem: 3006 Epoch: [82] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 301.91207016391525 loss: 1.0432 (1.0289) acc1: 71.8750 (74.8650) acc5: 87.5000 (89.7529) time: 0.0949 data: 0.0008 max mem: 3006 Epoch: [82] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 355.239696895107 loss: 1.0738 (1.0285) acc1: 71.8750 (74.9699) acc5: 90.6250 (89.7709) time: 0.0946 data: 0.0017 max mem: 3006 Epoch: [82] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 448.1153861563322 loss: 1.1104 (1.0316) acc1: 71.8750 (74.8540) acc5: 90.6250 (89.7099) time: 0.0951 data: 0.0022 max mem: 3006 Epoch: [82] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 394.90785621603493 loss: 1.0351 (1.0286) acc1: 71.8750 (74.9622) acc5: 90.6250 (89.7942) time: 0.0965 data: 0.0033 max mem: 3006 Epoch: [82] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 352.6542211759018 loss: 0.9196 (1.0285) acc1: 75.0000 (74.9633) acc5: 93.7500 (89.8094) time: 0.0958 data: 0.0029 max mem: 3006 Epoch: [82] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 312.55947742859473 loss: 1.0538 (1.0325) acc1: 75.0000 (74.9822) acc5: 87.5000 (89.7258) time: 0.0966 data: 0.0018 max mem: 3006 Epoch: [82] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 351.52370900195643 loss: 0.9700 (1.0294) acc1: 75.0000 (75.0693) acc5: 90.6250 (89.7767) time: 0.0966 data: 0.0039 max mem: 3006 Epoch: [82] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 868.3241228949803 loss: 0.9165 (1.0285) acc1: 78.1250 (75.0927) acc5: 90.6250 (89.7995) time: 0.0678 data: 0.0027 max mem: 3006 Epoch: [82] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 867.9366787377134 loss: 0.9550 (1.0276) acc1: 78.1250 (75.0738) acc5: 87.5000 (89.8048) time: 0.0401 data: 0.0001 max mem: 3006 Epoch: [82] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 752.3820115880675 loss: 0.9550 (1.0280) acc1: 78.1250 (75.0320) acc5: 87.5000 (89.8320) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [82] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:18 loss: 1.7648 (1.7648) acc1: 62.5000 (62.5000) acc5: 78.1250 (78.1250) time: 1.9663 data: 1.9549 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.670 Acc@5 82.550 Test: EMA [ 0/40] eta: 0:01:29 loss: 1.6549 (1.6549) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.2298 data: 2.2172 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.140 Acc@5 83.010 Epoch: [83] [ 0/391] eta: 0:17:35 lr: 0.0010000000000000002 img/s: 750.4653612605258 loss: 1.1140 (1.1140) acc1: 71.8750 (71.8750) acc5: 87.5000 (87.5000) time: 2.6990 data: 2.6563 max mem: 3006 Epoch: [83] [ 10/391] eta: 0:02:01 lr: 0.0010000000000000002 img/s: 481.8615925899332 loss: 1.1140 (1.1362) acc1: 71.8750 (73.0114) acc5: 90.6250 (87.2159) time: 0.3192 data: 0.2437 max mem: 3006 Epoch: [83] [ 20/391] eta: 0:01:19 lr: 0.0010000000000000002 img/s: 375.95370385931886 loss: 0.9941 (1.1116) acc1: 71.8750 (72.0238) acc5: 90.6250 (88.3929) time: 0.0913 data: 0.0037 max mem: 3006 Epoch: [83] [ 30/391] eta: 0:01:04 lr: 0.0010000000000000002 img/s: 370.1567525379416 loss: 1.0447 (1.1001) acc1: 71.8750 (72.7823) acc5: 90.6250 (88.9113) time: 0.0996 data: 0.0042 max mem: 3006 Epoch: [83] [ 40/391] eta: 0:00:55 lr: 0.0010000000000000002 img/s: 311.92823344581717 loss: 1.0447 (1.0766) acc1: 75.0000 (73.1707) acc5: 90.6250 (89.2530) time: 0.1000 data: 0.0026 max mem: 3006 Epoch: [83] [ 50/391] eta: 0:00:49 lr: 0.0010000000000000002 img/s: 463.41580032248373 loss: 1.0333 (1.0671) acc1: 75.0000 (73.5907) acc5: 90.6250 (89.3995) time: 0.0933 data: 0.0012 max mem: 3006 Epoch: [83] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 354.0552116005033 loss: 0.8998 (1.0376) acc1: 78.1250 (74.4365) acc5: 93.7500 (89.9078) time: 0.0937 data: 0.0018 max mem: 3006 Epoch: [83] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 252.40187903611013 loss: 0.8983 (1.0310) acc1: 75.0000 (74.3398) acc5: 93.7500 (90.0968) time: 0.0987 data: 0.0028 max mem: 3006 Epoch: [83] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 256.9616063531205 loss: 0.9734 (1.0235) acc1: 75.0000 (74.6914) acc5: 90.6250 (90.0849) time: 0.0974 data: 0.0020 max mem: 3006 Epoch: [83] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 316.19776005126346 loss: 0.9860 (1.0324) acc1: 75.0000 (74.3132) acc5: 87.5000 (89.9725) time: 0.0940 data: 0.0013 max mem: 3006 Epoch: [83] [100/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 408.78163832171924 loss: 1.1175 (1.0401) acc1: 71.8750 (74.1337) acc5: 87.5000 (89.9134) time: 0.0896 data: 0.0014 max mem: 3006 Epoch: [83] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 320.60876087465425 loss: 1.1096 (1.0493) acc1: 71.8750 (73.7894) acc5: 87.5000 (89.7241) time: 0.0950 data: 0.0010 max mem: 3006 Epoch: [83] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 367.5486157132295 loss: 1.0414 (1.0461) acc1: 71.8750 (73.9411) acc5: 90.6250 (89.8244) time: 0.0954 data: 0.0017 max mem: 3006 Epoch: [83] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 410.2221936958827 loss: 1.0247 (1.0545) acc1: 75.0000 (73.6641) acc5: 90.6250 (89.7424) time: 0.0951 data: 0.0042 max mem: 3006 Epoch: [83] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 345.35054883414557 loss: 1.0274 (1.0490) acc1: 75.0000 (73.8254) acc5: 90.6250 (89.8271) time: 0.0980 data: 0.0034 max mem: 3006 Epoch: [83] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 305.4589084586376 loss: 0.9677 (1.0515) acc1: 78.1250 (74.0687) acc5: 90.6250 (89.7558) time: 0.0982 data: 0.0018 max mem: 3006 Epoch: [83] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 252.67605071679358 loss: 0.9985 (1.0500) acc1: 75.0000 (74.0489) acc5: 87.5000 (89.6933) time: 0.0961 data: 0.0026 max mem: 3006 Epoch: [83] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 394.4007428564712 loss: 1.0988 (1.0515) acc1: 71.8750 (73.9401) acc5: 87.5000 (89.6564) time: 0.0919 data: 0.0034 max mem: 3006 Epoch: [83] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 315.2367674414235 loss: 1.1285 (1.0562) acc1: 71.8750 (73.9641) acc5: 87.5000 (89.4510) time: 0.0958 data: 0.0055 max mem: 3006 Epoch: [83] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 269.3658456308088 loss: 1.1285 (1.0583) acc1: 75.0000 (73.9692) acc5: 87.5000 (89.3815) time: 0.0971 data: 0.0047 max mem: 3006 Epoch: [83] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 302.73742238021237 loss: 1.0931 (1.0580) acc1: 75.0000 (74.0516) acc5: 87.5000 (89.3035) time: 0.0973 data: 0.0015 max mem: 3006 Epoch: [83] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 585.4900017448962 loss: 0.9400 (1.0519) acc1: 75.0000 (74.1706) acc5: 90.6250 (89.3957) time: 0.0974 data: 0.0011 max mem: 3006 Epoch: [83] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 265.0591327668163 loss: 0.9136 (1.0511) acc1: 75.0000 (74.1374) acc5: 90.6250 (89.2958) time: 0.0934 data: 0.0032 max mem: 3006 Epoch: [83] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 288.20084645132476 loss: 0.9422 (1.0493) acc1: 75.0000 (74.1477) acc5: 90.6250 (89.2992) time: 0.0966 data: 0.0028 max mem: 3006 Epoch: [83] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 281.90013400039487 loss: 1.0078 (1.0486) acc1: 75.0000 (74.1701) acc5: 87.5000 (89.3024) time: 0.1005 data: 0.0024 max mem: 3006 Epoch: [83] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 389.0977950171911 loss: 1.0970 (1.0526) acc1: 71.8750 (74.0413) acc5: 87.5000 (89.2928) time: 0.0961 data: 0.0058 max mem: 3006 Epoch: [83] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 397.92031971728267 loss: 1.0970 (1.0530) acc1: 71.8750 (74.0182) acc5: 87.5000 (89.2960) time: 0.0919 data: 0.0049 max mem: 3006 Epoch: [83] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 250.37631327602674 loss: 1.0042 (1.0511) acc1: 75.0000 (74.0314) acc5: 90.6250 (89.2758) time: 0.0977 data: 0.0038 max mem: 3006 Epoch: [83] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 244.7866205852582 loss: 1.0231 (1.0511) acc1: 75.0000 (74.0658) acc5: 90.6250 (89.2571) time: 0.0977 data: 0.0036 max mem: 3006 Epoch: [83] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 412.84932374861967 loss: 1.1609 (1.0551) acc1: 68.7500 (73.8509) acc5: 87.5000 (89.2397) time: 0.0883 data: 0.0018 max mem: 3006 Epoch: [83] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 334.6232694508366 loss: 1.1609 (1.0550) acc1: 68.7500 (73.8580) acc5: 90.6250 (89.3065) time: 0.0948 data: 0.0034 max mem: 3006 Epoch: [83] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 321.38105682569176 loss: 1.0978 (1.0567) acc1: 75.0000 (73.8645) acc5: 90.6250 (89.2584) time: 0.0992 data: 0.0032 max mem: 3006 Epoch: [83] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 344.70042504012844 loss: 0.9217 (1.0509) acc1: 75.0000 (74.0654) acc5: 90.6250 (89.3400) time: 0.0941 data: 0.0012 max mem: 3006 Epoch: [83] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 382.9223443620563 loss: 0.8816 (1.0484) acc1: 78.1250 (74.1314) acc5: 90.6250 (89.3693) time: 0.0965 data: 0.0015 max mem: 3006 Epoch: [83] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 349.31428928355786 loss: 0.9390 (1.0514) acc1: 75.0000 (74.0652) acc5: 90.6250 (89.3237) time: 0.1000 data: 0.0016 max mem: 3006 Epoch: [83] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 265.9936344358786 loss: 0.9978 (1.0501) acc1: 71.8750 (74.0474) acc5: 90.6250 (89.3697) time: 0.0991 data: 0.0012 max mem: 3006 Epoch: [83] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 444.4236765075959 loss: 0.9978 (1.0481) acc1: 75.0000 (74.1343) acc5: 90.6250 (89.3785) time: 0.0945 data: 0.0031 max mem: 3006 Epoch: [83] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 871.7871093876862 loss: 0.9767 (1.0464) acc1: 75.0000 (74.1830) acc5: 90.6250 (89.3952) time: 0.0690 data: 0.0025 max mem: 3006 Epoch: [83] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 874.1206413713154 loss: 1.1333 (1.0535) acc1: 71.8750 (74.0650) acc5: 84.3750 (89.2470) time: 0.0404 data: 0.0001 max mem: 3006 Epoch: [83] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 747.5278475823843 loss: 1.1333 (1.0544) acc1: 68.7500 (74.0560) acc5: 84.3750 (89.2240) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [83] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:06 loss: 1.8069 (1.8069) acc1: 65.6250 (65.6250) acc5: 81.2500 (81.2500) time: 1.6682 data: 1.6505 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.600 Acc@5 82.650 Test: EMA [ 0/40] eta: 0:01:11 loss: 1.6673 (1.6673) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.7932 data: 1.7823 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.130 Acc@5 82.990 Epoch: [84] [ 0/391] eta: 0:18:08 lr: 0.0010000000000000002 img/s: 758.5836818664798 loss: 0.8367 (0.8367) acc1: 75.0000 (75.0000) acc5: 96.8750 (96.8750) time: 2.7833 data: 2.7411 max mem: 3006 Epoch: [84] [ 10/391] eta: 0:02:05 lr: 0.0010000000000000002 img/s: 402.9533842712821 loss: 1.0151 (1.0528) acc1: 75.0000 (74.1477) acc5: 90.6250 (90.0568) time: 0.3298 data: 0.2550 max mem: 3006 Epoch: [84] [ 20/391] eta: 0:01:22 lr: 0.0010000000000000002 img/s: 406.2292198220939 loss: 1.1280 (1.0851) acc1: 71.8750 (72.9167) acc5: 84.3750 (88.8393) time: 0.0944 data: 0.0044 max mem: 3006 Epoch: [84] [ 30/391] eta: 0:01:05 lr: 0.0010000000000000002 img/s: 315.3938095103817 loss: 0.9713 (1.0226) acc1: 71.8750 (75.1008) acc5: 90.6250 (89.6169) time: 0.0983 data: 0.0015 max mem: 3006 Epoch: [84] [ 40/391] eta: 0:00:55 lr: 0.0010000000000000002 img/s: 315.67494949162347 loss: 0.8968 (1.0019) acc1: 75.0000 (75.2287) acc5: 90.6250 (90.0915) time: 0.0922 data: 0.0015 max mem: 3006 Epoch: [84] [ 50/391] eta: 0:00:50 lr: 0.0010000000000000002 img/s: 435.1248079155023 loss: 0.9964 (1.0259) acc1: 71.8750 (74.6324) acc5: 90.6250 (90.0123) time: 0.0956 data: 0.0016 max mem: 3006 Epoch: [84] [ 60/391] eta: 0:00:45 lr: 0.0010000000000000002 img/s: 346.09502689489074 loss: 1.0343 (1.0222) acc1: 75.0000 (75.0512) acc5: 90.6250 (90.0615) time: 0.0941 data: 0.0012 max mem: 3006 Epoch: [84] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 356.75899355154246 loss: 0.9783 (1.0175) acc1: 75.0000 (75.0440) acc5: 90.6250 (90.0088) time: 0.0897 data: 0.0031 max mem: 3006 Epoch: [84] [ 80/391] eta: 0:00:39 lr: 0.0010000000000000002 img/s: 391.0932497246391 loss: 0.9192 (1.0061) acc1: 75.0000 (75.1543) acc5: 90.6250 (90.2006) time: 0.0938 data: 0.0042 max mem: 3006 Epoch: [84] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 303.8497523340366 loss: 0.9230 (1.0145) acc1: 75.0000 (74.7940) acc5: 90.6250 (90.2816) time: 0.0982 data: 0.0028 max mem: 3006 Epoch: [84] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 369.8313879795876 loss: 0.9322 (1.0038) acc1: 75.0000 (74.9381) acc5: 90.6250 (90.5012) time: 0.0943 data: 0.0024 max mem: 3006 Epoch: [84] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 477.9935753612969 loss: 0.9897 (1.0139) acc1: 75.0000 (74.8029) acc5: 90.6250 (90.2872) time: 0.0928 data: 0.0029 max mem: 3006 Epoch: [84] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 322.8156970647374 loss: 1.0726 (1.0179) acc1: 75.0000 (74.7159) acc5: 87.5000 (90.0568) time: 0.0932 data: 0.0022 max mem: 3006 Epoch: [84] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 376.8160386760961 loss: 1.0770 (1.0261) acc1: 75.0000 (74.6422) acc5: 87.5000 (89.7901) time: 0.1000 data: 0.0021 max mem: 3006 Epoch: [84] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 278.83488174973826 loss: 1.0770 (1.0280) acc1: 75.0000 (74.5124) acc5: 90.6250 (89.9158) time: 0.1026 data: 0.0029 max mem: 3006 Epoch: [84] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 575.0052609030931 loss: 1.0569 (1.0339) acc1: 75.0000 (74.3998) acc5: 87.5000 (89.7558) time: 0.0955 data: 0.0033 max mem: 3006 Epoch: [84] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 313.307332103924 loss: 1.0241 (1.0358) acc1: 71.8750 (74.2236) acc5: 87.5000 (89.8486) time: 0.0952 data: 0.0025 max mem: 3006 Epoch: [84] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 497.9732272713781 loss: 1.0108 (1.0414) acc1: 71.8750 (74.2142) acc5: 90.6250 (89.7295) time: 0.0937 data: 0.0020 max mem: 3006 Epoch: [84] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 434.44171902260285 loss: 0.9659 (1.0368) acc1: 75.0000 (74.2058) acc5: 90.6250 (89.8481) time: 0.0975 data: 0.0028 max mem: 3006 Epoch: [84] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 320.4862724871894 loss: 0.9982 (1.0512) acc1: 75.0000 (73.9038) acc5: 87.5000 (89.5779) time: 0.0989 data: 0.0029 max mem: 3006 Epoch: [84] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 338.6078747467714 loss: 1.0187 (1.0494) acc1: 75.0000 (73.9739) acc5: 87.5000 (89.5056) time: 0.0946 data: 0.0038 max mem: 3006 Epoch: [84] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 298.1834274568002 loss: 0.9803 (1.0450) acc1: 75.0000 (74.1410) acc5: 87.5000 (89.5290) time: 0.0920 data: 0.0037 max mem: 3006 Epoch: [84] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 252.49684514694428 loss: 1.0591 (1.0487) acc1: 75.0000 (74.0667) acc5: 90.6250 (89.4372) time: 0.0956 data: 0.0020 max mem: 3006 Epoch: [84] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 390.98729604782113 loss: 1.1135 (1.0519) acc1: 75.0000 (74.0801) acc5: 90.6250 (89.3804) time: 0.0964 data: 0.0026 max mem: 3006 Epoch: [84] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 451.8309123287763 loss: 1.0888 (1.0492) acc1: 75.0000 (74.1053) acc5: 87.5000 (89.4191) time: 0.0950 data: 0.0024 max mem: 3006 Epoch: [84] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 439.82018907803973 loss: 1.0888 (1.0518) acc1: 75.0000 (74.0787) acc5: 87.5000 (89.3924) time: 0.0932 data: 0.0009 max mem: 3006 Epoch: [84] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 391.68902481731374 loss: 1.0796 (1.0514) acc1: 71.8750 (73.9823) acc5: 87.5000 (89.4037) time: 0.0911 data: 0.0019 max mem: 3006 Epoch: [84] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 324.3282386856534 loss: 0.9543 (1.0484) acc1: 71.8750 (74.0314) acc5: 90.6250 (89.4834) time: 0.0978 data: 0.0020 max mem: 3006 Epoch: [84] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 357.946395139826 loss: 0.8791 (1.0438) acc1: 75.0000 (74.1103) acc5: 90.6250 (89.5240) time: 0.1002 data: 0.0007 max mem: 3006 Epoch: [84] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 415.65701367275204 loss: 0.8251 (1.0394) acc1: 78.1250 (74.1731) acc5: 90.6250 (89.6048) time: 0.0938 data: 0.0019 max mem: 3006 Epoch: [84] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 286.40691724317475 loss: 0.7866 (1.0371) acc1: 78.1250 (74.2629) acc5: 93.7500 (89.6699) time: 0.0948 data: 0.0030 max mem: 3006 Epoch: [84] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 327.6168121871026 loss: 0.9406 (1.0393) acc1: 75.0000 (74.1760) acc5: 90.6250 (89.6604) time: 0.0972 data: 0.0020 max mem: 3006 Epoch: [84] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 389.5947472612959 loss: 0.9462 (1.0358) acc1: 75.0000 (74.2017) acc5: 90.6250 (89.7391) time: 0.0933 data: 0.0015 max mem: 3006 Epoch: [84] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 309.196880795236 loss: 1.0479 (1.0374) acc1: 71.8750 (74.1409) acc5: 90.6250 (89.7092) time: 0.0950 data: 0.0021 max mem: 3006 Epoch: [84] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 383.03271614803316 loss: 1.1406 (1.0376) acc1: 71.8750 (74.1844) acc5: 87.5000 (89.6628) time: 0.0958 data: 0.0024 max mem: 3006 Epoch: [84] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 348.42018804936424 loss: 0.9596 (1.0385) acc1: 71.8750 (74.1453) acc5: 87.5000 (89.6368) time: 0.0967 data: 0.0028 max mem: 3006 Epoch: [84] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 342.5293497650845 loss: 1.0288 (1.0392) acc1: 71.8750 (74.1170) acc5: 90.6250 (89.6208) time: 0.0976 data: 0.0040 max mem: 3006 Epoch: [84] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 869.2745430758669 loss: 0.9896 (1.0388) acc1: 71.8750 (74.0987) acc5: 90.6250 (89.6226) time: 0.0704 data: 0.0024 max mem: 3006 Epoch: [84] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 866.4015389183676 loss: 0.8943 (1.0343) acc1: 75.0000 (74.1798) acc5: 90.6250 (89.6818) time: 0.0407 data: 0.0001 max mem: 3006 Epoch: [84] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 750.8331244853389 loss: 0.8800 (1.0310) acc1: 78.1250 (74.2480) acc5: 90.6250 (89.7440) time: 0.0365 data: 0.0001 max mem: 3006 Epoch: [84] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:24 loss: 1.6935 (1.6935) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.1243 data: 2.1034 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.790 Acc@5 82.720 Test: EMA [ 0/40] eta: 0:01:06 loss: 1.6684 (1.6684) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.6709 data: 1.6600 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.100 Acc@5 82.930 Epoch: [85] [ 0/391] eta: 0:17:15 lr: 0.0010000000000000002 img/s: 887.5190308672998 loss: 1.4282 (1.4282) acc1: 68.7500 (68.7500) acc5: 84.3750 (84.3750) time: 2.6472 data: 2.6111 max mem: 3006 Epoch: [85] [ 10/391] eta: 0:01:56 lr: 0.0010000000000000002 img/s: 339.28407875811126 loss: 1.0489 (1.0627) acc1: 71.8750 (73.8636) acc5: 87.5000 (89.2045) time: 0.3062 data: 0.2398 max mem: 3006 Epoch: [85] [ 20/391] eta: 0:01:16 lr: 0.0010000000000000002 img/s: 556.8045135863929 loss: 1.0015 (0.9974) acc1: 75.0000 (75.2976) acc5: 87.5000 (90.3274) time: 0.0836 data: 0.0040 max mem: 3006 Epoch: [85] [ 30/391] eta: 0:01:01 lr: 0.0010000000000000002 img/s: 305.77205904129653 loss: 0.9262 (1.0091) acc1: 78.1250 (75.5040) acc5: 87.5000 (89.7177) time: 0.0945 data: 0.0037 max mem: 3006 Epoch: [85] [ 40/391] eta: 0:00:53 lr: 0.0010000000000000002 img/s: 472.1138833097073 loss: 0.9502 (1.0122) acc1: 78.1250 (75.5335) acc5: 90.6250 (89.7866) time: 0.0958 data: 0.0021 max mem: 3006 Epoch: [85] [ 50/391] eta: 0:00:48 lr: 0.0010000000000000002 img/s: 240.51071851598326 loss: 1.0679 (1.0376) acc1: 71.8750 (74.8775) acc5: 90.6250 (89.8897) time: 0.0977 data: 0.0019 max mem: 3006 Epoch: [85] [ 60/391] eta: 0:00:44 lr: 0.0010000000000000002 img/s: 306.50244690009845 loss: 1.0466 (1.0260) acc1: 71.8750 (74.8463) acc5: 90.6250 (90.1639) time: 0.0945 data: 0.0014 max mem: 3006 Epoch: [85] [ 70/391] eta: 0:00:41 lr: 0.0010000000000000002 img/s: 346.2843284467768 loss: 1.0027 (1.0312) acc1: 75.0000 (74.5158) acc5: 90.6250 (90.0968) time: 0.0931 data: 0.0010 max mem: 3006 Epoch: [85] [ 80/391] eta: 0:00:38 lr: 0.0010000000000000002 img/s: 534.4892280000319 loss: 1.0027 (1.0316) acc1: 75.0000 (74.3827) acc5: 90.6250 (90.0849) time: 0.0945 data: 0.0008 max mem: 3006 Epoch: [85] [ 90/391] eta: 0:00:36 lr: 0.0010000000000000002 img/s: 360.3421670832517 loss: 0.9464 (1.0226) acc1: 75.0000 (74.4849) acc5: 90.6250 (90.0412) time: 0.0951 data: 0.0027 max mem: 3006 Epoch: [85] [100/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 395.6645608615033 loss: 0.9387 (1.0205) acc1: 75.0000 (74.5668) acc5: 90.6250 (90.1300) time: 0.0978 data: 0.0026 max mem: 3006 Epoch: [85] [110/391] eta: 0:00:32 lr: 0.0010000000000000002 img/s: 310.8611662470672 loss: 1.0068 (1.0297) acc1: 75.0000 (74.4369) acc5: 90.6250 (90.0338) time: 0.0958 data: 0.0014 max mem: 3006 Epoch: [85] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 265.67719535779537 loss: 1.0614 (1.0343) acc1: 71.8750 (74.4576) acc5: 90.6250 (89.9535) time: 0.0969 data: 0.0031 max mem: 3006 Epoch: [85] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 365.2540874752357 loss: 0.9866 (1.0280) acc1: 71.8750 (74.5706) acc5: 90.6250 (89.9809) time: 0.0981 data: 0.0028 max mem: 3006 Epoch: [85] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 339.9767671010803 loss: 1.0376 (1.0314) acc1: 71.8750 (74.5346) acc5: 90.6250 (90.0044) time: 0.0920 data: 0.0032 max mem: 3006 Epoch: [85] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 362.98901170228015 loss: 1.1091 (1.0353) acc1: 71.8750 (74.4826) acc5: 87.5000 (89.9421) time: 0.0918 data: 0.0052 max mem: 3006 Epoch: [85] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 495.2226842542201 loss: 1.1342 (1.0396) acc1: 71.8750 (74.4371) acc5: 87.5000 (89.7710) time: 0.0966 data: 0.0044 max mem: 3006 Epoch: [85] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 386.6241340273597 loss: 1.0977 (1.0445) acc1: 71.8750 (74.2325) acc5: 87.5000 (89.8026) time: 0.0985 data: 0.0021 max mem: 3006 Epoch: [85] [180/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 407.79796310250117 loss: 1.0550 (1.0472) acc1: 71.8750 (74.2058) acc5: 90.6250 (89.7617) time: 0.0982 data: 0.0020 max mem: 3006 Epoch: [85] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 391.3201608224218 loss: 1.0785 (1.0513) acc1: 71.8750 (74.0347) acc5: 90.6250 (89.6924) time: 0.0968 data: 0.0023 max mem: 3006 Epoch: [85] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 342.4384623431229 loss: 1.0473 (1.0482) acc1: 75.0000 (74.1915) acc5: 90.6250 (89.7388) time: 0.0954 data: 0.0017 max mem: 3006 Epoch: [85] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 291.2395096018227 loss: 0.9498 (1.0415) acc1: 78.1250 (74.3928) acc5: 90.6250 (89.8549) time: 0.0952 data: 0.0014 max mem: 3006 Epoch: [85] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 303.0819681015619 loss: 0.9498 (1.0378) acc1: 78.1250 (74.5475) acc5: 90.6250 (89.8614) time: 0.0947 data: 0.0007 max mem: 3006 Epoch: [85] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 389.9818923536454 loss: 0.9869 (1.0391) acc1: 78.1250 (74.5536) acc5: 87.5000 (89.8945) time: 0.0968 data: 0.0030 max mem: 3006 Epoch: [85] [240/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 326.7172370480542 loss: 1.0949 (1.0437) acc1: 71.8750 (74.4165) acc5: 87.5000 (89.8211) time: 0.0985 data: 0.0049 max mem: 3006 Epoch: [85] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 260.83321122561813 loss: 0.9792 (1.0376) acc1: 75.0000 (74.6514) acc5: 90.6250 (89.9153) time: 0.0979 data: 0.0037 max mem: 3006 Epoch: [85] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 367.79840075413375 loss: 0.8811 (1.0309) acc1: 75.0000 (74.7605) acc5: 93.7500 (90.0263) time: 0.1002 data: 0.0038 max mem: 3006 Epoch: [85] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 404.45178107042017 loss: 0.9182 (1.0311) acc1: 75.0000 (74.7348) acc5: 90.6250 (89.9792) time: 0.0965 data: 0.0031 max mem: 3006 Epoch: [85] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 287.0832345857521 loss: 0.9607 (1.0267) acc1: 75.0000 (74.8332) acc5: 90.6250 (90.0022) time: 0.0975 data: 0.0016 max mem: 3006 Epoch: [85] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 292.77629130665247 loss: 0.8569 (1.0225) acc1: 78.1250 (75.0000) acc5: 90.6250 (90.0988) time: 0.1017 data: 0.0024 max mem: 3006 Epoch: [85] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 301.4719591741388 loss: 0.9645 (1.0287) acc1: 75.0000 (74.8027) acc5: 90.6250 (89.9398) time: 0.0936 data: 0.0023 max mem: 3006 Epoch: [85] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 482.4400911554747 loss: 1.0484 (1.0295) acc1: 68.7500 (74.7890) acc5: 87.5000 (89.9216) time: 0.0916 data: 0.0011 max mem: 3006 Epoch: [85] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 326.3692640640008 loss: 1.0850 (1.0319) acc1: 71.8750 (74.7371) acc5: 90.6250 (89.9046) time: 0.0985 data: 0.0019 max mem: 3006 Epoch: [85] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 366.4657869373022 loss: 1.0380 (1.0324) acc1: 71.8750 (74.6884) acc5: 90.6250 (89.8697) time: 0.0945 data: 0.0022 max mem: 3006 Epoch: [85] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 425.4505249277273 loss: 1.0554 (1.0354) acc1: 75.0000 (74.5876) acc5: 90.6250 (89.8827) time: 0.0946 data: 0.0010 max mem: 3006 Epoch: [85] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 312.2489845105876 loss: 1.0554 (1.0371) acc1: 75.0000 (74.5370) acc5: 90.6250 (89.8415) time: 0.0989 data: 0.0013 max mem: 3006 Epoch: [85] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 448.39383957505095 loss: 1.0176 (1.0389) acc1: 71.8750 (74.4373) acc5: 87.5000 (89.7767) time: 0.0956 data: 0.0012 max mem: 3006 Epoch: [85] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 871.3343417490603 loss: 0.9505 (1.0366) acc1: 71.8750 (74.4020) acc5: 90.6250 (89.8248) time: 0.0711 data: 0.0003 max mem: 3006 Epoch: [85] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 865.8705494519673 loss: 0.9847 (1.0369) acc1: 71.8750 (74.3930) acc5: 90.6250 (89.8212) time: 0.0417 data: 0.0001 max mem: 3006 Epoch: [85] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 753.2941208164585 loss: 0.9432 (1.0364) acc1: 75.0000 (74.4240) acc5: 90.6250 (89.8000) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [85] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:44 loss: 1.7097 (1.7097) acc1: 62.5000 (62.5000) acc5: 81.2500 (81.2500) time: 2.6084 data: 2.5574 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.820 Acc@5 82.860 Test: EMA [ 0/40] eta: 0:01:20 loss: 1.6715 (1.6715) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.0113 data: 1.9882 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.120 Acc@5 83.010 Epoch: [86] [ 0/391] eta: 0:20:33 lr: 0.0010000000000000002 img/s: 870.8085901511711 loss: 1.0220 (1.0220) acc1: 75.0000 (75.0000) acc5: 84.3750 (84.3750) time: 3.1557 data: 3.1189 max mem: 3006 Epoch: [86] [ 10/391] eta: 0:02:19 lr: 0.0010000000000000002 img/s: 307.16461345166687 loss: 1.0170 (0.9273) acc1: 81.2500 (80.1136) acc5: 90.6250 (90.6250) time: 0.3663 data: 0.2962 max mem: 3006 Epoch: [86] [ 20/391] eta: 0:01:27 lr: 0.0010000000000000002 img/s: 353.3496066806373 loss: 0.9296 (0.9509) acc1: 78.1250 (78.2738) acc5: 90.6250 (91.5179) time: 0.0901 data: 0.0085 max mem: 3006 Epoch: [86] [ 30/391] eta: 0:01:08 lr: 0.0010000000000000002 img/s: 356.6215448547796 loss: 0.9296 (0.9924) acc1: 75.0000 (76.8145) acc5: 90.6250 (90.6250) time: 0.0947 data: 0.0040 max mem: 3006 Epoch: [86] [ 40/391] eta: 0:00:58 lr: 0.0010000000000000002 img/s: 371.3169997565456 loss: 0.9106 (0.9597) acc1: 75.0000 (77.0579) acc5: 90.6250 (90.7012) time: 0.0954 data: 0.0029 max mem: 3006 Epoch: [86] [ 50/391] eta: 0:00:52 lr: 0.0010000000000000002 img/s: 319.64593053025163 loss: 0.9106 (0.9610) acc1: 75.0000 (76.7157) acc5: 90.6250 (90.6863) time: 0.0932 data: 0.0016 max mem: 3006 Epoch: [86] [ 60/391] eta: 0:00:48 lr: 0.0010000000000000002 img/s: 289.423898253551 loss: 0.9709 (0.9937) acc1: 71.8750 (75.6660) acc5: 87.5000 (90.1639) time: 0.1018 data: 0.0015 max mem: 3006 Epoch: [86] [ 70/391] eta: 0:00:44 lr: 0.0010000000000000002 img/s: 469.04019513968 loss: 0.9670 (0.9854) acc1: 75.0000 (75.6602) acc5: 90.6250 (90.3169) time: 0.0976 data: 0.0010 max mem: 3006 Epoch: [86] [ 80/391] eta: 0:00:41 lr: 0.0010000000000000002 img/s: 286.0358115567073 loss: 1.0039 (1.0023) acc1: 75.0000 (75.6559) acc5: 90.6250 (90.1620) time: 0.0945 data: 0.0022 max mem: 3006 Epoch: [86] [ 90/391] eta: 0:00:38 lr: 0.0010000000000000002 img/s: 295.0274611865923 loss: 1.1297 (1.0021) acc1: 75.0000 (75.5495) acc5: 90.6250 (90.1442) time: 0.0966 data: 0.0029 max mem: 3006 Epoch: [86] [100/391] eta: 0:00:36 lr: 0.0010000000000000002 img/s: 427.26537888530936 loss: 1.0634 (1.0109) acc1: 75.0000 (75.4022) acc5: 90.6250 (90.0371) time: 0.0872 data: 0.0021 max mem: 3006 Epoch: [86] [110/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 435.5597209151387 loss: 0.9812 (1.0094) acc1: 75.0000 (75.4223) acc5: 87.5000 (90.0056) time: 0.0918 data: 0.0016 max mem: 3006 Epoch: [86] [120/391] eta: 0:00:32 lr: 0.0010000000000000002 img/s: 292.6435126537429 loss: 0.8550 (1.0037) acc1: 75.0000 (75.5940) acc5: 90.6250 (90.0826) time: 0.0966 data: 0.0018 max mem: 3006 Epoch: [86] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 343.58594913961264 loss: 0.9979 (1.0104) acc1: 75.0000 (75.3578) acc5: 90.6250 (89.8855) time: 0.0953 data: 0.0016 max mem: 3006 Epoch: [86] [140/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 598.5743503293508 loss: 1.1124 (1.0168) acc1: 71.8750 (75.1773) acc5: 87.5000 (89.7828) time: 0.0944 data: 0.0024 max mem: 3006 Epoch: [86] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 398.7336323935712 loss: 1.1180 (1.0248) acc1: 71.8750 (75.0621) acc5: 84.3750 (89.5488) time: 0.0935 data: 0.0022 max mem: 3006 Epoch: [86] [160/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 401.4972733500253 loss: 0.9819 (1.0245) acc1: 71.8750 (74.9806) acc5: 87.5000 (89.5769) time: 0.0950 data: 0.0011 max mem: 3006 Epoch: [86] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 348.5296639547958 loss: 1.0404 (1.0296) acc1: 75.0000 (74.9452) acc5: 87.5000 (89.4189) time: 0.0973 data: 0.0022 max mem: 3006 Epoch: [86] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 337.98712192370357 loss: 1.1073 (1.0403) acc1: 71.8750 (74.6547) acc5: 87.5000 (89.2438) time: 0.0970 data: 0.0023 max mem: 3006 Epoch: [86] [190/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 303.05801597731204 loss: 1.1073 (1.0367) acc1: 71.8750 (74.5746) acc5: 87.5000 (89.3815) time: 0.0971 data: 0.0012 max mem: 3006 Epoch: [86] [200/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 377.57609038123957 loss: 0.8860 (1.0332) acc1: 75.0000 (74.6735) acc5: 90.6250 (89.3968) time: 0.0972 data: 0.0012 max mem: 3006 Epoch: [86] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 277.52151024543554 loss: 1.0311 (1.0339) acc1: 75.0000 (74.6001) acc5: 90.6250 (89.4254) time: 0.0942 data: 0.0029 max mem: 3006 Epoch: [86] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 396.58933309694766 loss: 1.0208 (1.0316) acc1: 75.0000 (74.5899) acc5: 90.6250 (89.4514) time: 0.0951 data: 0.0054 max mem: 3006 Epoch: [86] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 461.9086766791019 loss: 0.9149 (1.0275) acc1: 78.1250 (74.6753) acc5: 90.6250 (89.4886) time: 0.0966 data: 0.0039 max mem: 3006 Epoch: [86] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 337.0704062643619 loss: 0.9458 (1.0273) acc1: 78.1250 (74.7407) acc5: 90.6250 (89.4580) time: 0.0999 data: 0.0016 max mem: 3006 Epoch: [86] [250/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 451.1808418016613 loss: 0.9458 (1.0266) acc1: 75.0000 (74.7634) acc5: 90.6250 (89.4298) time: 0.0948 data: 0.0011 max mem: 3006 Epoch: [86] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 356.70400136071777 loss: 1.0260 (1.0278) acc1: 75.0000 (74.7366) acc5: 87.5000 (89.4157) time: 0.0924 data: 0.0021 max mem: 3006 Epoch: [86] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 388.10543969834714 loss: 1.0434 (1.0284) acc1: 71.8750 (74.6887) acc5: 90.6250 (89.4027) time: 0.0950 data: 0.0030 max mem: 3006 Epoch: [86] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 398.1953866464925 loss: 0.9613 (1.0263) acc1: 75.0000 (74.8221) acc5: 90.6250 (89.4128) time: 0.0954 data: 0.0029 max mem: 3006 Epoch: [86] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 321.2479816946345 loss: 0.9766 (1.0268) acc1: 75.0000 (74.8497) acc5: 87.5000 (89.4545) time: 0.1002 data: 0.0029 max mem: 3006 Epoch: [86] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 328.70962511969867 loss: 1.1355 (1.0322) acc1: 75.0000 (74.7924) acc5: 87.5000 (89.3792) time: 0.0963 data: 0.0037 max mem: 3006 Epoch: [86] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 532.0104643972666 loss: 1.0280 (1.0286) acc1: 75.0000 (74.8292) acc5: 90.6250 (89.5096) time: 0.0925 data: 0.0036 max mem: 3006 Epoch: [86] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 438.75050423491956 loss: 0.9060 (1.0281) acc1: 75.0000 (74.7566) acc5: 93.7500 (89.5249) time: 0.0963 data: 0.0036 max mem: 3006 Epoch: [86] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 321.4572592562433 loss: 0.9412 (1.0280) acc1: 75.0000 (74.6507) acc5: 90.6250 (89.5770) time: 0.0969 data: 0.0041 max mem: 3006 Epoch: [86] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 357.24803100354274 loss: 0.9412 (1.0261) acc1: 75.0000 (74.7342) acc5: 93.7500 (89.6811) time: 0.0938 data: 0.0039 max mem: 3006 Epoch: [86] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 350.28976777446616 loss: 0.9472 (1.0229) acc1: 78.1250 (74.8308) acc5: 90.6250 (89.6902) time: 0.0977 data: 0.0026 max mem: 3006 Epoch: [86] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 406.8486068336688 loss: 0.9499 (1.0230) acc1: 78.1250 (74.7490) acc5: 90.6250 (89.7074) time: 0.0970 data: 0.0020 max mem: 3006 Epoch: [86] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 866.8771870902738 loss: 0.9711 (1.0210) acc1: 75.0000 (74.8063) acc5: 90.6250 (89.7406) time: 0.0691 data: 0.0017 max mem: 3006 Epoch: [86] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 866.6868651646939 loss: 0.9826 (1.0204) acc1: 75.0000 (74.8360) acc5: 90.6250 (89.7556) time: 0.0413 data: 0.0001 max mem: 3006 Epoch: [86] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 750.3831256541224 loss: 0.9826 (1.0213) acc1: 75.0000 (74.8000) acc5: 87.5000 (89.7200) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [86] Total time: 0:00:39 Test: [ 0/40] eta: 0:02:00 loss: 1.7242 (1.7242) acc1: 59.3750 (59.3750) acc5: 81.2500 (81.2500) time: 3.0165 data: 3.0038 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.770 Acc@5 82.630 Test: EMA [ 0/40] eta: 0:01:10 loss: 1.6751 (1.6751) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.7553 data: 1.7443 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.150 Acc@5 82.910 Epoch: [87] [ 0/391] eta: 0:19:44 lr: 0.0010000000000000002 img/s: 889.0534222710924 loss: 1.4700 (1.4700) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 3.0296 data: 2.9936 max mem: 3006 Epoch: [87] [ 10/391] eta: 0:02:11 lr: 0.0010000000000000002 img/s: 361.313175690227 loss: 1.0862 (1.1050) acc1: 75.0000 (74.1477) acc5: 87.5000 (88.3523) time: 0.3451 data: 0.2762 max mem: 3006 Epoch: [87] [ 20/391] eta: 0:01:24 lr: 0.0010000000000000002 img/s: 419.91986909741667 loss: 1.0850 (1.0844) acc1: 75.0000 (74.5536) acc5: 87.5000 (88.2440) time: 0.0886 data: 0.0036 max mem: 3006 Epoch: [87] [ 30/391] eta: 0:01:07 lr: 0.0010000000000000002 img/s: 319.22095639475424 loss: 1.0218 (1.0845) acc1: 78.1250 (74.0927) acc5: 87.5000 (88.6089) time: 0.0988 data: 0.0016 max mem: 3006 Epoch: [87] [ 40/391] eta: 0:00:57 lr: 0.0010000000000000002 img/s: 285.4074982935226 loss: 1.0218 (1.0668) acc1: 71.8750 (74.0854) acc5: 90.6250 (88.8720) time: 0.0960 data: 0.0026 max mem: 3006 Epoch: [87] [ 50/391] eta: 0:00:50 lr: 0.0010000000000000002 img/s: 479.42265419332256 loss: 1.0519 (1.0591) acc1: 75.0000 (74.2647) acc5: 90.6250 (89.0319) time: 0.0915 data: 0.0031 max mem: 3006 Epoch: [87] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 398.21074492956575 loss: 1.0673 (1.0502) acc1: 75.0000 (73.8217) acc5: 90.6250 (89.2930) time: 0.0946 data: 0.0011 max mem: 3006 Epoch: [87] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 290.14340529755225 loss: 1.0710 (1.0595) acc1: 75.0000 (73.7236) acc5: 90.6250 (89.2165) time: 0.0949 data: 0.0016 max mem: 3006 Epoch: [87] [ 80/391] eta: 0:00:40 lr: 0.0010000000000000002 img/s: 420.5514324120233 loss: 1.1103 (1.0553) acc1: 71.8750 (73.7269) acc5: 90.6250 (89.2361) time: 0.0927 data: 0.0023 max mem: 3006 Epoch: [87] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 389.14404836114295 loss: 1.0196 (1.0569) acc1: 71.8750 (73.7294) acc5: 87.5000 (89.1140) time: 0.0951 data: 0.0021 max mem: 3006 Epoch: [87] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 287.04025731834594 loss: 1.0666 (1.0648) acc1: 71.8750 (73.3601) acc5: 87.5000 (89.0161) time: 0.0948 data: 0.0026 max mem: 3006 Epoch: [87] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 413.22937666639984 loss: 1.0442 (1.0504) acc1: 75.0000 (73.8739) acc5: 90.6250 (89.1610) time: 0.0937 data: 0.0022 max mem: 3006 Epoch: [87] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 428.43284515890144 loss: 0.9962 (1.0488) acc1: 75.0000 (74.0961) acc5: 90.6250 (89.2562) time: 0.0925 data: 0.0015 max mem: 3006 Epoch: [87] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 314.7525532159382 loss: 1.0065 (1.0483) acc1: 75.0000 (73.9981) acc5: 90.6250 (89.4561) time: 0.0929 data: 0.0024 max mem: 3006 Epoch: [87] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 301.22229827841204 loss: 0.9899 (1.0456) acc1: 75.0000 (74.2686) acc5: 90.6250 (89.3395) time: 0.0959 data: 0.0023 max mem: 3006 Epoch: [87] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 864.977721065419 loss: 0.9867 (1.0464) acc1: 75.0000 (74.2550) acc5: 87.5000 (89.3626) time: 0.0965 data: 0.0020 max mem: 3006 Epoch: [87] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 315.9967604015595 loss: 0.9867 (1.0417) acc1: 75.0000 (74.4759) acc5: 90.6250 (89.4022) time: 0.0992 data: 0.0014 max mem: 3006 Epoch: [87] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 384.831631160937 loss: 1.0645 (1.0452) acc1: 75.0000 (74.3238) acc5: 90.6250 (89.3640) time: 0.0982 data: 0.0016 max mem: 3006 Epoch: [87] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 258.78535028776906 loss: 1.0862 (1.0510) acc1: 71.8750 (74.1713) acc5: 87.5000 (89.2610) time: 0.0961 data: 0.0037 max mem: 3006 Epoch: [87] [190/391] eta: 0:00:22 lr: 0.0010000000000000002 img/s: 387.6805726054066 loss: 1.0085 (1.0573) acc1: 75.0000 (73.9856) acc5: 87.5000 (89.1361) time: 0.0977 data: 0.0040 max mem: 3006 Epoch: [87] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 312.84068909094725 loss: 0.9399 (1.0558) acc1: 71.8750 (74.0205) acc5: 87.5000 (89.1947) time: 0.0954 data: 0.0027 max mem: 3006 Epoch: [87] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 504.90820311030524 loss: 0.9350 (1.0544) acc1: 75.0000 (74.0669) acc5: 90.6250 (89.2032) time: 0.0955 data: 0.0021 max mem: 3006 Epoch: [87] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 318.67902908333707 loss: 0.9320 (1.0529) acc1: 75.0000 (74.0667) acc5: 90.6250 (89.2817) time: 0.0939 data: 0.0022 max mem: 3006 Epoch: [87] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 405.36548445649845 loss: 1.0431 (1.0508) acc1: 75.0000 (74.1071) acc5: 87.5000 (89.2451) time: 0.0965 data: 0.0033 max mem: 3006 Epoch: [87] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 246.82494478435095 loss: 1.0710 (1.0544) acc1: 71.8750 (73.9886) acc5: 87.5000 (89.2635) time: 0.0989 data: 0.0024 max mem: 3006 Epoch: [87] [250/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 336.5295101409376 loss: 1.0249 (1.0526) acc1: 71.8750 (74.0164) acc5: 90.6250 (89.2306) time: 0.0941 data: 0.0009 max mem: 3006 Epoch: [87] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 382.7629094123854 loss: 1.1485 (1.0633) acc1: 71.8750 (73.7907) acc5: 87.5000 (89.1284) time: 0.0907 data: 0.0009 max mem: 3006 Epoch: [87] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 474.92543735492274 loss: 1.1551 (1.0615) acc1: 71.8750 (73.8238) acc5: 87.5000 (89.1259) time: 0.0952 data: 0.0011 max mem: 3006 Epoch: [87] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 322.3512876737333 loss: 1.0882 (1.0585) acc1: 75.0000 (73.8990) acc5: 90.6250 (89.2015) time: 0.0974 data: 0.0018 max mem: 3006 Epoch: [87] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 335.02335867725685 loss: 1.0560 (1.0581) acc1: 71.8750 (73.9046) acc5: 90.6250 (89.2075) time: 0.0963 data: 0.0015 max mem: 3006 Epoch: [87] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 420.01579701709255 loss: 0.9783 (1.0530) acc1: 75.0000 (74.0241) acc5: 90.6250 (89.2961) time: 0.0966 data: 0.0011 max mem: 3006 Epoch: [87] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 278.7810196387957 loss: 0.9894 (1.0583) acc1: 75.0000 (73.9550) acc5: 90.6250 (89.1580) time: 0.0964 data: 0.0011 max mem: 3006 Epoch: [87] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 326.42800197484746 loss: 1.1390 (1.0578) acc1: 71.8750 (73.9778) acc5: 87.5000 (89.1258) time: 0.0969 data: 0.0016 max mem: 3006 Epoch: [87] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 335.6047288511932 loss: 1.0066 (1.0588) acc1: 71.8750 (74.0087) acc5: 87.5000 (89.1050) time: 0.0940 data: 0.0024 max mem: 3006 Epoch: [87] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 279.96438956217014 loss: 0.8624 (1.0536) acc1: 78.1250 (74.1752) acc5: 90.6250 (89.2229) time: 0.0953 data: 0.0029 max mem: 3006 Epoch: [87] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 489.3849149341131 loss: 0.8363 (1.0511) acc1: 81.2500 (74.2521) acc5: 90.6250 (89.2272) time: 0.0947 data: 0.0047 max mem: 3006 Epoch: [87] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 397.13616834929167 loss: 0.9461 (1.0497) acc1: 78.1250 (74.3681) acc5: 90.6250 (89.2140) time: 0.0923 data: 0.0042 max mem: 3006 Epoch: [87] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 873.8190222592596 loss: 1.1058 (1.0529) acc1: 75.0000 (74.3093) acc5: 87.5000 (89.1762) time: 0.0703 data: 0.0012 max mem: 3006 Epoch: [87] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 874.2003491128885 loss: 1.0620 (1.0519) acc1: 71.8750 (74.3602) acc5: 87.5000 (89.1650) time: 0.0412 data: 0.0001 max mem: 3006 Epoch: [87] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 748.6285953968212 loss: 0.8668 (1.0490) acc1: 75.0000 (74.4080) acc5: 93.7500 (89.2480) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [87] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:28 loss: 1.7170 (1.7170) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.2135 data: 2.2018 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.750 Acc@5 82.910 Test: EMA [ 0/40] eta: 0:01:09 loss: 1.6780 (1.6780) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.7378 data: 1.7269 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.130 Acc@5 82.890 Epoch: [88] [ 0/391] eta: 0:17:06 lr: 0.0010000000000000002 img/s: 893.0404476589063 loss: 0.9260 (0.9260) acc1: 75.0000 (75.0000) acc5: 93.7500 (93.7500) time: 2.6242 data: 2.5883 max mem: 3006 Epoch: [88] [ 10/391] eta: 0:02:01 lr: 0.0010000000000000002 img/s: 294.32098678800503 loss: 1.0350 (1.0383) acc1: 75.0000 (72.7273) acc5: 93.7500 (90.9091) time: 0.3188 data: 0.2534 max mem: 3006 Epoch: [88] [ 20/391] eta: 0:01:19 lr: 0.0010000000000000002 img/s: 332.72530485461925 loss: 1.0350 (1.0772) acc1: 75.0000 (74.1071) acc5: 90.6250 (89.2857) time: 0.0940 data: 0.0121 max mem: 3006 Epoch: [88] [ 30/391] eta: 0:01:03 lr: 0.0010000000000000002 img/s: 355.4711436342786 loss: 0.9191 (1.0520) acc1: 75.0000 (74.5968) acc5: 90.6250 (89.3145) time: 0.0962 data: 0.0028 max mem: 3006 Epoch: [88] [ 40/391] eta: 0:00:54 lr: 0.0010000000000000002 img/s: 428.03661111217417 loss: 1.0405 (1.0999) acc1: 75.0000 (73.3232) acc5: 87.5000 (88.1098) time: 0.0923 data: 0.0028 max mem: 3006 Epoch: [88] [ 50/391] eta: 0:00:49 lr: 0.0010000000000000002 img/s: 288.09568149669764 loss: 1.1636 (1.0971) acc1: 68.7500 (73.3456) acc5: 84.3750 (87.8676) time: 0.0959 data: 0.0028 max mem: 3006 Epoch: [88] [ 60/391] eta: 0:00:44 lr: 0.0010000000000000002 img/s: 321.166498766472 loss: 1.0342 (1.0946) acc1: 68.7500 (72.8484) acc5: 87.5000 (88.0635) time: 0.0955 data: 0.0030 max mem: 3006 Epoch: [88] [ 70/391] eta: 0:00:41 lr: 0.0010000000000000002 img/s: 356.2249600560542 loss: 1.0342 (1.0886) acc1: 71.8750 (72.9754) acc5: 90.6250 (88.3803) time: 0.0914 data: 0.0029 max mem: 3006 Epoch: [88] [ 80/391] eta: 0:00:38 lr: 0.0010000000000000002 img/s: 374.2877842691616 loss: 1.1847 (1.1084) acc1: 68.7500 (72.2608) acc5: 87.5000 (88.1173) time: 0.0915 data: 0.0016 max mem: 3006 Epoch: [88] [ 90/391] eta: 0:00:36 lr: 0.0010000000000000002 img/s: 320.58348998129776 loss: 1.2385 (1.1016) acc1: 68.7500 (72.5618) acc5: 84.3750 (88.1868) time: 0.0966 data: 0.0026 max mem: 3006 Epoch: [88] [100/391] eta: 0:00:34 lr: 0.0010000000000000002 img/s: 448.71013877420023 loss: 1.1190 (1.1067) acc1: 71.8750 (72.5248) acc5: 87.5000 (87.9950) time: 0.1004 data: 0.0019 max mem: 3006 Epoch: [88] [110/391] eta: 0:00:32 lr: 0.0010000000000000002 img/s: 430.5755797726784 loss: 1.1190 (1.1071) acc1: 71.8750 (72.5225) acc5: 87.5000 (88.0912) time: 0.0932 data: 0.0010 max mem: 3006 Epoch: [88] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 393.08625082736364 loss: 1.0535 (1.1129) acc1: 71.8750 (72.5723) acc5: 90.6250 (88.0424) time: 0.0916 data: 0.0021 max mem: 3006 Epoch: [88] [130/391] eta: 0:00:29 lr: 0.0010000000000000002 img/s: 411.18611832753294 loss: 1.0692 (1.1195) acc1: 71.8750 (72.5906) acc5: 87.5000 (87.9055) time: 0.0985 data: 0.0023 max mem: 3006 Epoch: [88] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 340.88860104284925 loss: 1.0574 (1.1220) acc1: 68.7500 (72.4734) acc5: 84.3750 (87.8324) time: 0.0962 data: 0.0025 max mem: 3006 Epoch: [88] [150/391] eta: 0:00:26 lr: 0.0010000000000000002 img/s: 400.0266092834449 loss: 1.0132 (1.1170) acc1: 71.8750 (72.5579) acc5: 90.6250 (87.8932) time: 0.0922 data: 0.0032 max mem: 3006 Epoch: [88] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 364.2558790244008 loss: 0.9132 (1.1027) acc1: 75.0000 (72.8261) acc5: 90.6250 (88.1988) time: 0.0952 data: 0.0023 max mem: 3006 Epoch: [88] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 470.91626376248183 loss: 0.8737 (1.0919) acc1: 78.1250 (73.1542) acc5: 93.7500 (88.3772) time: 0.0951 data: 0.0017 max mem: 3006 Epoch: [88] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 260.8438564032401 loss: 0.9871 (1.0869) acc1: 78.1250 (73.3598) acc5: 90.6250 (88.4496) time: 0.0988 data: 0.0015 max mem: 3006 Epoch: [88] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 502.9480705383307 loss: 1.0038 (1.0822) acc1: 75.0000 (73.4784) acc5: 90.6250 (88.5308) time: 0.0980 data: 0.0021 max mem: 3006 Epoch: [88] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 437.5005394692665 loss: 1.0130 (1.0802) acc1: 75.0000 (73.5075) acc5: 90.6250 (88.5572) time: 0.0937 data: 0.0031 max mem: 3006 Epoch: [88] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 311.98986515542805 loss: 0.9535 (1.0726) acc1: 75.0000 (73.7263) acc5: 87.5000 (88.6256) time: 0.0959 data: 0.0031 max mem: 3006 Epoch: [88] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 480.77245845736127 loss: 0.9855 (1.0763) acc1: 75.0000 (73.5718) acc5: 87.5000 (88.5322) time: 0.0931 data: 0.0022 max mem: 3006 Epoch: [88] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 379.76941816936835 loss: 1.0839 (1.0746) acc1: 71.8750 (73.6607) acc5: 87.5000 (88.5146) time: 0.0971 data: 0.0013 max mem: 3006 Epoch: [88] [240/391] eta: 0:00:15 lr: 0.0010000000000000002 img/s: 270.6379072895221 loss: 0.9833 (1.0697) acc1: 75.0000 (73.7422) acc5: 90.6250 (88.6281) time: 0.0997 data: 0.0052 max mem: 3006 Epoch: [88] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 347.020280682159 loss: 1.0137 (1.0707) acc1: 75.0000 (73.7176) acc5: 90.6250 (88.5956) time: 0.0923 data: 0.0053 max mem: 3006 Epoch: [88] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 369.38151354862146 loss: 1.0476 (1.0697) acc1: 71.8750 (73.7189) acc5: 90.6250 (88.7213) time: 0.0957 data: 0.0020 max mem: 3006 Epoch: [88] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 305.4901946503032 loss: 0.8910 (1.0605) acc1: 78.1250 (74.0083) acc5: 90.6250 (88.8607) time: 0.0985 data: 0.0037 max mem: 3006 Epoch: [88] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 385.1154131983599 loss: 0.9496 (1.0609) acc1: 78.1250 (74.0547) acc5: 90.6250 (88.8123) time: 0.0963 data: 0.0035 max mem: 3006 Epoch: [88] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 344.14978538351477 loss: 0.9990 (1.0607) acc1: 78.1250 (74.0872) acc5: 90.6250 (88.8316) time: 0.0955 data: 0.0032 max mem: 3006 Epoch: [88] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 395.71472206334136 loss: 1.0291 (1.0634) acc1: 71.8750 (74.0137) acc5: 90.6250 (88.8393) time: 0.0974 data: 0.0025 max mem: 3006 Epoch: [88] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 352.70797167146253 loss: 1.0666 (1.0646) acc1: 71.8750 (73.9751) acc5: 87.5000 (88.7862) time: 0.0992 data: 0.0006 max mem: 3006 Epoch: [88] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 378.0344467258711 loss: 0.9896 (1.0625) acc1: 75.0000 (74.0167) acc5: 87.5000 (88.7850) time: 0.0956 data: 0.0013 max mem: 3006 Epoch: [88] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 339.5140884795471 loss: 0.9796 (1.0614) acc1: 75.0000 (74.0653) acc5: 87.5000 (88.7273) time: 0.0929 data: 0.0025 max mem: 3006 Epoch: [88] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 413.4190289324294 loss: 0.9674 (1.0600) acc1: 71.8750 (74.0744) acc5: 87.5000 (88.7555) time: 0.0937 data: 0.0019 max mem: 3006 Epoch: [88] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 425.5516951651411 loss: 0.9646 (1.0579) acc1: 71.8750 (74.0741) acc5: 90.6250 (88.8355) time: 0.0950 data: 0.0020 max mem: 3006 Epoch: [88] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 365.1795537344336 loss: 0.9646 (1.0560) acc1: 75.0000 (74.1170) acc5: 90.6250 (88.9370) time: 0.0954 data: 0.0023 max mem: 3006 Epoch: [88] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 874.018181344586 loss: 1.0922 (1.0595) acc1: 71.8750 (74.0229) acc5: 90.6250 (88.9572) time: 0.0710 data: 0.0007 max mem: 3006 Epoch: [88] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 873.4437119708457 loss: 1.0282 (1.0586) acc1: 71.8750 (73.9829) acc5: 90.6250 (89.0010) time: 0.0408 data: 0.0001 max mem: 3006 Epoch: [88] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 752.7871206274566 loss: 0.9848 (1.0582) acc1: 71.8750 (73.9840) acc5: 90.6250 (89.0160) time: 0.0361 data: 0.0001 max mem: 3006 Epoch: [88] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:11 loss: 1.7677 (1.7677) acc1: 62.5000 (62.5000) acc5: 81.2500 (81.2500) time: 1.7967 data: 1.7849 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.860 Acc@5 82.860 Test: EMA [ 0/40] eta: 0:01:47 loss: 1.6848 (1.6848) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.6852 data: 2.6742 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.100 Acc@5 82.900 Epoch: [89] [ 0/391] eta: 0:19:07 lr: 0.0010000000000000002 img/s: 847.1255688309066 loss: 0.8239 (0.8239) acc1: 84.3750 (84.3750) acc5: 93.7500 (93.7500) time: 2.9335 data: 2.8957 max mem: 3006 Epoch: [89] [ 10/391] eta: 0:02:08 lr: 0.0010000000000000002 img/s: 273.5162946901645 loss: 1.1357 (1.0917) acc1: 71.8750 (73.2955) acc5: 90.6250 (89.7727) time: 0.3377 data: 0.2723 max mem: 3006 Epoch: [89] [ 20/391] eta: 0:01:22 lr: 0.0010000000000000002 img/s: 468.4786507363079 loss: 1.1357 (1.1029) acc1: 71.8750 (73.6607) acc5: 90.6250 (89.2857) time: 0.0881 data: 0.0060 max mem: 3006 Epoch: [89] [ 30/391] eta: 0:01:05 lr: 0.0010000000000000002 img/s: 317.12116586884923 loss: 0.9679 (1.0292) acc1: 75.0000 (74.8992) acc5: 90.6250 (90.0202) time: 0.0970 data: 0.0027 max mem: 3006 Epoch: [89] [ 40/391] eta: 0:00:56 lr: 0.0010000000000000002 img/s: 304.9619711301416 loss: 0.9624 (1.0230) acc1: 75.0000 (75.4573) acc5: 90.6250 (89.7866) time: 0.0939 data: 0.0044 max mem: 3006 Epoch: [89] [ 50/391] eta: 0:00:50 lr: 0.0010000000000000002 img/s: 403.11797902982136 loss: 0.9642 (1.0056) acc1: 75.0000 (75.6740) acc5: 90.6250 (90.1961) time: 0.0954 data: 0.0032 max mem: 3006 Epoch: [89] [ 60/391] eta: 0:00:46 lr: 0.0010000000000000002 img/s: 412.2026835702725 loss: 0.9737 (1.0131) acc1: 78.1250 (76.0758) acc5: 90.6250 (90.1127) time: 0.0992 data: 0.0023 max mem: 3006 Epoch: [89] [ 70/391] eta: 0:00:42 lr: 0.0010000000000000002 img/s: 270.5059082215276 loss: 1.0217 (1.0217) acc1: 75.0000 (75.9243) acc5: 90.6250 (89.9648) time: 0.0965 data: 0.0032 max mem: 3006 Epoch: [89] [ 80/391] eta: 0:00:40 lr: 0.0010000000000000002 img/s: 319.21564187879494 loss: 0.9959 (1.0166) acc1: 71.8750 (75.4244) acc5: 90.6250 (90.2006) time: 0.0955 data: 0.0028 max mem: 3006 Epoch: [89] [ 90/391] eta: 0:00:37 lr: 0.0010000000000000002 img/s: 369.93332157346975 loss: 1.0820 (1.0364) acc1: 68.7500 (74.9313) acc5: 87.5000 (89.6635) time: 0.0939 data: 0.0018 max mem: 3006 Epoch: [89] [100/391] eta: 0:00:35 lr: 0.0010000000000000002 img/s: 421.5208801148194 loss: 1.1085 (1.0450) acc1: 71.8750 (74.7834) acc5: 84.3750 (89.4493) time: 0.0915 data: 0.0008 max mem: 3006 Epoch: [89] [110/391] eta: 0:00:33 lr: 0.0010000000000000002 img/s: 291.0999130285791 loss: 1.0470 (1.0551) acc1: 71.8750 (74.5214) acc5: 87.5000 (89.3300) time: 0.0945 data: 0.0007 max mem: 3006 Epoch: [89] [120/391] eta: 0:00:31 lr: 0.0010000000000000002 img/s: 426.2774820555167 loss: 1.0352 (1.0532) acc1: 71.8750 (74.5351) acc5: 87.5000 (89.2304) time: 0.0959 data: 0.0017 max mem: 3006 Epoch: [89] [130/391] eta: 0:00:30 lr: 0.0010000000000000002 img/s: 271.88678687256026 loss: 0.9074 (1.0484) acc1: 71.8750 (74.4275) acc5: 90.6250 (89.3368) time: 0.0967 data: 0.0030 max mem: 3006 Epoch: [89] [140/391] eta: 0:00:28 lr: 0.0010000000000000002 img/s: 304.2278642262141 loss: 0.9328 (1.0393) acc1: 75.0000 (74.6676) acc5: 90.6250 (89.4282) time: 0.0942 data: 0.0031 max mem: 3006 Epoch: [89] [150/391] eta: 0:00:27 lr: 0.0010000000000000002 img/s: 332.9795450542199 loss: 0.9880 (1.0446) acc1: 75.0000 (74.8758) acc5: 87.5000 (89.3212) time: 0.0923 data: 0.0030 max mem: 3006 Epoch: [89] [160/391] eta: 0:00:25 lr: 0.0010000000000000002 img/s: 360.44958400696095 loss: 1.0690 (1.0453) acc1: 75.0000 (74.7283) acc5: 87.5000 (89.3439) time: 0.0972 data: 0.0022 max mem: 3006 Epoch: [89] [170/391] eta: 0:00:24 lr: 0.0010000000000000002 img/s: 296.90968899389225 loss: 1.1259 (1.0638) acc1: 68.7500 (74.3056) acc5: 87.5000 (89.1447) time: 0.0943 data: 0.0032 max mem: 3006 Epoch: [89] [180/391] eta: 0:00:23 lr: 0.0010000000000000002 img/s: 357.0503555400671 loss: 1.1259 (1.0650) acc1: 71.8750 (74.2403) acc5: 87.5000 (89.1575) time: 0.0928 data: 0.0036 max mem: 3006 Epoch: [89] [190/391] eta: 0:00:21 lr: 0.0010000000000000002 img/s: 329.9410953482484 loss: 1.0987 (1.0691) acc1: 71.8750 (74.1819) acc5: 87.5000 (89.0543) time: 0.0982 data: 0.0022 max mem: 3006 Epoch: [89] [200/391] eta: 0:00:20 lr: 0.0010000000000000002 img/s: 276.7586970552393 loss: 1.0442 (1.0624) acc1: 75.0000 (74.3159) acc5: 87.5000 (89.0392) time: 0.0960 data: 0.0032 max mem: 3006 Epoch: [89] [210/391] eta: 0:00:19 lr: 0.0010000000000000002 img/s: 880.6995321491611 loss: 1.0416 (1.0602) acc1: 78.1250 (74.3928) acc5: 87.5000 (89.0699) time: 0.0939 data: 0.0024 max mem: 3006 Epoch: [89] [220/391] eta: 0:00:18 lr: 0.0010000000000000002 img/s: 396.31530956936666 loss: 1.0354 (1.0631) acc1: 75.0000 (74.3354) acc5: 87.5000 (89.0271) time: 0.0928 data: 0.0012 max mem: 3006 Epoch: [89] [230/391] eta: 0:00:17 lr: 0.0010000000000000002 img/s: 520.2378669188699 loss: 1.0185 (1.0637) acc1: 71.8750 (74.2018) acc5: 90.6250 (89.0016) time: 0.0926 data: 0.0012 max mem: 3006 Epoch: [89] [240/391] eta: 0:00:16 lr: 0.0010000000000000002 img/s: 331.69991795094853 loss: 1.0139 (1.0635) acc1: 71.8750 (74.3257) acc5: 87.5000 (88.9004) time: 0.0984 data: 0.0014 max mem: 3006 Epoch: [89] [250/391] eta: 0:00:14 lr: 0.0010000000000000002 img/s: 344.52169404251276 loss: 1.0139 (1.0595) acc1: 75.0000 (74.3401) acc5: 90.6250 (89.0687) time: 0.0989 data: 0.0017 max mem: 3006 Epoch: [89] [260/391] eta: 0:00:13 lr: 0.0010000000000000002 img/s: 283.88444764060154 loss: 1.0210 (1.0608) acc1: 71.8750 (74.3295) acc5: 90.6250 (89.0326) time: 0.0937 data: 0.0009 max mem: 3006 Epoch: [89] [270/391] eta: 0:00:12 lr: 0.0010000000000000002 img/s: 457.3255373376402 loss: 1.0624 (1.0617) acc1: 75.0000 (74.3427) acc5: 90.6250 (88.9530) time: 0.0952 data: 0.0009 max mem: 3006 Epoch: [89] [280/391] eta: 0:00:11 lr: 0.0010000000000000002 img/s: 517.769364601135 loss: 1.0445 (1.0609) acc1: 75.0000 (74.2771) acc5: 90.6250 (88.9680) time: 0.0983 data: 0.0014 max mem: 3006 Epoch: [89] [290/391] eta: 0:00:10 lr: 0.0010000000000000002 img/s: 458.1497835852483 loss: 0.9936 (1.0617) acc1: 75.0000 (74.2483) acc5: 87.5000 (88.9497) time: 0.0946 data: 0.0019 max mem: 3006 Epoch: [89] [300/391] eta: 0:00:09 lr: 0.0010000000000000002 img/s: 382.93654706473114 loss: 0.9953 (1.0623) acc1: 71.8750 (74.1694) acc5: 87.5000 (88.9431) time: 0.0972 data: 0.0030 max mem: 3006 Epoch: [89] [310/391] eta: 0:00:08 lr: 0.0010000000000000002 img/s: 251.81893195595438 loss: 1.0499 (1.0638) acc1: 71.8750 (74.1158) acc5: 87.5000 (88.9168) time: 0.0961 data: 0.0030 max mem: 3006 Epoch: [89] [320/391] eta: 0:00:07 lr: 0.0010000000000000002 img/s: 465.6392778340573 loss: 0.9751 (1.0630) acc1: 75.0000 (74.1920) acc5: 87.5000 (88.9019) time: 0.0910 data: 0.0019 max mem: 3006 Epoch: [89] [330/391] eta: 0:00:06 lr: 0.0010000000000000002 img/s: 302.65345570162583 loss: 0.9751 (1.0651) acc1: 75.0000 (74.1975) acc5: 87.5000 (88.8218) time: 0.0998 data: 0.0010 max mem: 3006 Epoch: [89] [340/391] eta: 0:00:05 lr: 0.0010000000000000002 img/s: 268.9696296845535 loss: 1.1492 (1.0688) acc1: 71.8750 (74.1386) acc5: 84.3750 (88.7555) time: 0.1020 data: 0.0015 max mem: 3006 Epoch: [89] [350/391] eta: 0:00:04 lr: 0.0010000000000000002 img/s: 438.46384131142827 loss: 1.1656 (1.0707) acc1: 71.8750 (74.0919) acc5: 87.5000 (88.7286) time: 0.0918 data: 0.0036 max mem: 3006 Epoch: [89] [360/391] eta: 0:00:03 lr: 0.0010000000000000002 img/s: 393.5795999038174 loss: 1.1074 (1.0703) acc1: 71.8750 (74.0564) acc5: 87.5000 (88.7465) time: 0.0902 data: 0.0036 max mem: 3006 Epoch: [89] [370/391] eta: 0:00:02 lr: 0.0010000000000000002 img/s: 869.7195362972467 loss: 1.0444 (1.0685) acc1: 75.0000 (74.0735) acc5: 87.5000 (88.8309) time: 0.0703 data: 0.0013 max mem: 3006 Epoch: [89] [380/391] eta: 0:00:01 lr: 0.0010000000000000002 img/s: 871.4418314742433 loss: 1.0051 (1.0693) acc1: 71.8750 (73.9993) acc5: 90.6250 (88.7877) time: 0.0415 data: 0.0001 max mem: 3006 Epoch: [89] [390/391] eta: 0:00:00 lr: 0.0010000000000000002 img/s: 750.4703966791318 loss: 0.9640 (1.0683) acc1: 71.8750 (73.9760) acc5: 90.6250 (88.8240) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [89] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:20 loss: 1.7106 (1.7106) acc1: 59.3750 (59.3750) acc5: 81.2500 (81.2500) time: 2.0065 data: 1.9906 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.360 Acc@5 82.760 Test: EMA [ 0/40] eta: 0:01:22 loss: 1.6862 (1.6862) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.0652 data: 2.0503 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.090 Acc@5 82.950 Epoch: [90] [ 0/391] eta: 0:18:25 lr: 0.00010000000000000003 img/s: 797.0221200838484 loss: 1.2564 (1.2564) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 2.8277 data: 2.7875 max mem: 3006 Epoch: [90] [ 10/391] eta: 0:02:03 lr: 0.00010000000000000003 img/s: 291.4171991601693 loss: 0.9757 (1.0168) acc1: 75.0000 (74.7159) acc5: 90.6250 (89.2045) time: 0.3245 data: 0.2552 max mem: 3006 Epoch: [90] [ 20/391] eta: 0:01:21 lr: 0.00010000000000000003 img/s: 318.14195505831043 loss: 1.0960 (1.0543) acc1: 75.0000 (73.5119) acc5: 87.5000 (89.2857) time: 0.0887 data: 0.0019 max mem: 3006 Epoch: [90] [ 30/391] eta: 0:01:03 lr: 0.00010000000000000003 img/s: 417.1672675734142 loss: 0.9661 (1.0078) acc1: 75.0000 (74.8992) acc5: 90.6250 (89.9194) time: 0.0957 data: 0.0019 max mem: 3006 Epoch: [90] [ 40/391] eta: 0:00:55 lr: 0.00010000000000000003 img/s: 290.938375599087 loss: 0.9661 (1.0470) acc1: 75.0000 (74.2378) acc5: 90.6250 (89.6341) time: 0.0931 data: 0.0012 max mem: 3006 Epoch: [90] [ 50/391] eta: 0:00:49 lr: 0.00010000000000000003 img/s: 316.2476773474519 loss: 1.0843 (1.0576) acc1: 71.8750 (74.3260) acc5: 87.5000 (89.0319) time: 0.0939 data: 0.0032 max mem: 3006 Epoch: [90] [ 60/391] eta: 0:00:45 lr: 0.00010000000000000003 img/s: 323.18881172765185 loss: 1.0500 (1.0440) acc1: 71.8750 (74.4877) acc5: 87.5000 (88.8320) time: 0.0927 data: 0.0034 max mem: 3006 Epoch: [90] [ 70/391] eta: 0:00:41 lr: 0.00010000000000000003 img/s: 365.4231433129863 loss: 1.0230 (1.0419) acc1: 75.0000 (74.6039) acc5: 87.5000 (88.9085) time: 0.0959 data: 0.0026 max mem: 3006 Epoch: [90] [ 80/391] eta: 0:00:38 lr: 0.00010000000000000003 img/s: 798.240344470745 loss: 1.0250 (1.0446) acc1: 78.1250 (74.6914) acc5: 87.5000 (89.0432) time: 0.0893 data: 0.0035 max mem: 3006 Epoch: [90] [ 90/391] eta: 0:00:36 lr: 0.00010000000000000003 img/s: 337.23470897875603 loss: 1.0250 (1.0412) acc1: 78.1250 (74.5192) acc5: 87.5000 (89.0110) time: 0.0900 data: 0.0022 max mem: 3006 Epoch: [90] [100/391] eta: 0:00:34 lr: 0.00010000000000000003 img/s: 394.50159749104256 loss: 1.0479 (1.0591) acc1: 71.8750 (74.0099) acc5: 87.5000 (88.7686) time: 0.0939 data: 0.0027 max mem: 3006 Epoch: [90] [110/391] eta: 0:00:32 lr: 0.00010000000000000003 img/s: 336.9984683911076 loss: 1.2108 (1.0786) acc1: 68.7500 (73.5642) acc5: 87.5000 (88.3446) time: 0.0926 data: 0.0028 max mem: 3006 Epoch: [90] [120/391] eta: 0:00:31 lr: 0.00010000000000000003 img/s: 267.5626665816108 loss: 1.0336 (1.0641) acc1: 71.8750 (73.8636) acc5: 87.5000 (88.6622) time: 0.0953 data: 0.0020 max mem: 3006 Epoch: [90] [130/391] eta: 0:00:29 lr: 0.00010000000000000003 img/s: 273.0527784841673 loss: 0.9279 (1.0657) acc1: 75.0000 (73.7118) acc5: 90.6250 (88.6927) time: 0.0963 data: 0.0024 max mem: 3006 Epoch: [90] [140/391] eta: 0:00:28 lr: 0.00010000000000000003 img/s: 344.13919643086075 loss: 0.9163 (1.0561) acc1: 75.0000 (73.9362) acc5: 90.6250 (88.8963) time: 0.0940 data: 0.0021 max mem: 3006 Epoch: [90] [150/391] eta: 0:00:26 lr: 0.00010000000000000003 img/s: 424.1731864408922 loss: 0.9512 (1.0605) acc1: 75.0000 (73.9238) acc5: 90.6250 (88.7624) time: 0.0918 data: 0.0015 max mem: 3006 Epoch: [90] [160/391] eta: 0:00:25 lr: 0.00010000000000000003 img/s: 469.296037035224 loss: 1.0339 (1.0562) acc1: 75.0000 (74.0489) acc5: 87.5000 (88.7422) time: 0.0995 data: 0.0027 max mem: 3006 Epoch: [90] [170/391] eta: 0:00:24 lr: 0.00010000000000000003 img/s: 244.9894734152169 loss: 0.9348 (1.0515) acc1: 78.1250 (74.1594) acc5: 90.6250 (88.9072) time: 0.0974 data: 0.0030 max mem: 3006 Epoch: [90] [180/391] eta: 0:00:22 lr: 0.00010000000000000003 img/s: 435.06838942229774 loss: 0.9713 (1.0512) acc1: 75.0000 (74.3094) acc5: 90.6250 (88.8467) time: 0.0968 data: 0.0021 max mem: 3006 Epoch: [90] [190/391] eta: 0:00:21 lr: 0.00010000000000000003 img/s: 355.0263933342151 loss: 0.9854 (1.0480) acc1: 75.0000 (74.3783) acc5: 90.6250 (88.9398) time: 0.1002 data: 0.0029 max mem: 3006 Epoch: [90] [200/391] eta: 0:00:20 lr: 0.00010000000000000003 img/s: 388.30754987733184 loss: 0.9788 (1.0457) acc1: 78.1250 (74.4558) acc5: 90.6250 (89.0703) time: 0.0957 data: 0.0033 max mem: 3006 Epoch: [90] [210/391] eta: 0:00:19 lr: 0.00010000000000000003 img/s: 378.23792588417643 loss: 0.9844 (1.0499) acc1: 78.1250 (74.5113) acc5: 90.6250 (89.0107) time: 0.0983 data: 0.0017 max mem: 3006 Epoch: [90] [220/391] eta: 0:00:18 lr: 0.00010000000000000003 img/s: 378.23472818321954 loss: 1.0495 (1.0509) acc1: 71.8750 (74.4344) acc5: 90.6250 (89.0696) time: 0.0958 data: 0.0027 max mem: 3006 Epoch: [90] [230/391] eta: 0:00:17 lr: 0.00010000000000000003 img/s: 323.3717971266597 loss: 1.0569 (1.0509) acc1: 75.0000 (74.4318) acc5: 90.6250 (89.0963) time: 0.0929 data: 0.0026 max mem: 3006 Epoch: [90] [240/391] eta: 0:00:15 lr: 0.00010000000000000003 img/s: 240.22488665997275 loss: 1.1090 (1.0569) acc1: 75.0000 (74.2868) acc5: 90.6250 (88.9652) time: 0.1000 data: 0.0017 max mem: 3006 Epoch: [90] [250/391] eta: 0:00:14 lr: 0.00010000000000000003 img/s: 409.68001562805233 loss: 1.1090 (1.0564) acc1: 75.0000 (74.3277) acc5: 90.6250 (88.9940) time: 0.0964 data: 0.0016 max mem: 3006 Epoch: [90] [260/391] eta: 0:00:13 lr: 0.00010000000000000003 img/s: 346.86871641929906 loss: 0.9671 (1.0528) acc1: 78.1250 (74.4612) acc5: 90.6250 (89.0805) time: 0.0928 data: 0.0009 max mem: 3006 Epoch: [90] [270/391] eta: 0:00:12 lr: 0.00010000000000000003 img/s: 328.62833665509356 loss: 0.9728 (1.0543) acc1: 78.1250 (74.4465) acc5: 90.6250 (89.0913) time: 0.0965 data: 0.0019 max mem: 3006 Epoch: [90] [280/391] eta: 0:00:11 lr: 0.00010000000000000003 img/s: 365.85245173266316 loss: 1.0026 (1.0517) acc1: 75.0000 (74.5440) acc5: 90.6250 (89.1348) time: 0.0931 data: 0.0016 max mem: 3006 Epoch: [90] [290/391] eta: 0:00:10 lr: 0.00010000000000000003 img/s: 437.0233200268301 loss: 1.0496 (1.0543) acc1: 75.0000 (74.4953) acc5: 87.5000 (89.0786) time: 0.0966 data: 0.0022 max mem: 3006 Epoch: [90] [300/391] eta: 0:00:09 lr: 0.00010000000000000003 img/s: 313.94417584165456 loss: 1.1276 (1.0567) acc1: 71.8750 (74.4394) acc5: 87.5000 (89.1092) time: 0.0988 data: 0.0036 max mem: 3006 Epoch: [90] [310/391] eta: 0:00:08 lr: 0.00010000000000000003 img/s: 351.893281875957 loss: 1.1276 (1.0536) acc1: 75.0000 (74.4373) acc5: 90.6250 (89.2082) time: 0.0937 data: 0.0024 max mem: 3006 Epoch: [90] [320/391] eta: 0:00:07 lr: 0.00010000000000000003 img/s: 310.6029066000185 loss: 0.9364 (1.0521) acc1: 75.0000 (74.4354) acc5: 90.6250 (89.2329) time: 0.0934 data: 0.0011 max mem: 3006 Epoch: [90] [330/391] eta: 0:00:06 lr: 0.00010000000000000003 img/s: 379.35080226902085 loss: 0.9449 (1.0504) acc1: 78.1250 (74.4335) acc5: 90.6250 (89.2844) time: 0.0969 data: 0.0034 max mem: 3006 Epoch: [90] [340/391] eta: 0:00:05 lr: 0.00010000000000000003 img/s: 422.9114902037395 loss: 0.8808 (1.0452) acc1: 78.1250 (74.5968) acc5: 90.6250 (89.3603) time: 0.0978 data: 0.0056 max mem: 3006 Epoch: [90] [350/391] eta: 0:00:04 lr: 0.00010000000000000003 img/s: 294.17971085647156 loss: 0.8808 (1.0428) acc1: 78.1250 (74.6884) acc5: 90.6250 (89.3786) time: 0.0928 data: 0.0060 max mem: 3006 Epoch: [90] [360/391] eta: 0:00:03 lr: 0.00010000000000000003 img/s: 352.1176158857002 loss: 0.9226 (1.0397) acc1: 78.1250 (74.7749) acc5: 90.6250 (89.4304) time: 0.0918 data: 0.0040 max mem: 3006 Epoch: [90] [370/391] eta: 0:00:02 lr: 0.00010000000000000003 img/s: 869.8153539071715 loss: 0.9128 (1.0365) acc1: 75.0000 (74.8063) acc5: 90.6250 (89.4879) time: 0.0711 data: 0.0007 max mem: 3006 Epoch: [90] [380/391] eta: 0:00:01 lr: 0.00010000000000000003 img/s: 867.684183986812 loss: 1.0539 (1.0370) acc1: 75.0000 (74.7539) acc5: 90.6250 (89.4685) time: 0.0422 data: 0.0001 max mem: 3006 Epoch: [90] [390/391] eta: 0:00:00 lr: 0.00010000000000000003 img/s: 750.4368284980721 loss: 1.0465 (1.0346) acc1: 75.0000 (74.8320) acc5: 90.6250 (89.5200) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [90] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:02 loss: 1.7220 (1.7220) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.5739 data: 1.5623 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.640 Acc@5 82.910 Test: EMA [ 0/40] eta: 0:01:39 loss: 1.6879 (1.6879) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.4811 data: 2.4678 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.000 Acc@5 83.000 Epoch: [91] [ 0/391] eta: 0:20:28 lr: 0.00010000000000000003 img/s: 866.312063512554 loss: 1.0866 (1.0866) acc1: 65.6250 (65.6250) acc5: 93.7500 (93.7500) time: 3.1411 data: 3.1041 max mem: 3006 Epoch: [91] [ 10/391] eta: 0:02:13 lr: 0.00010000000000000003 img/s: 488.06978985225294 loss: 1.0866 (1.1451) acc1: 68.7500 (67.8977) acc5: 90.6250 (88.9205) time: 0.3505 data: 0.2833 max mem: 3006 Epoch: [91] [ 20/391] eta: 0:01:25 lr: 0.00010000000000000003 img/s: 392.6848783627613 loss: 1.0085 (1.0633) acc1: 75.0000 (72.3214) acc5: 90.6250 (89.4345) time: 0.0837 data: 0.0029 max mem: 3006 Epoch: [91] [ 30/391] eta: 0:01:06 lr: 0.00010000000000000003 img/s: 384.5361479265868 loss: 1.0085 (1.0745) acc1: 75.0000 (72.2782) acc5: 90.6250 (89.3145) time: 0.0945 data: 0.0033 max mem: 3006 Epoch: [91] [ 40/391] eta: 0:00:57 lr: 0.00010000000000000003 img/s: 333.7753108524818 loss: 0.9992 (1.0360) acc1: 71.8750 (73.1707) acc5: 90.6250 (89.8628) time: 0.0937 data: 0.0015 max mem: 3006 Epoch: [91] [ 50/391] eta: 0:00:51 lr: 0.00010000000000000003 img/s: 265.4339291294047 loss: 1.0433 (1.0631) acc1: 68.7500 (72.8554) acc5: 87.5000 (88.9093) time: 0.0969 data: 0.0018 max mem: 3006 Epoch: [91] [ 60/391] eta: 0:00:46 lr: 0.00010000000000000003 img/s: 261.5809877957989 loss: 0.8589 (1.0267) acc1: 75.0000 (73.8217) acc5: 90.6250 (89.6004) time: 0.0951 data: 0.0029 max mem: 3006 Epoch: [91] [ 70/391] eta: 0:00:43 lr: 0.00010000000000000003 img/s: 358.90355807747227 loss: 0.8439 (1.0170) acc1: 78.1250 (74.1637) acc5: 90.6250 (89.6567) time: 0.0918 data: 0.0026 max mem: 3006 Epoch: [91] [ 80/391] eta: 0:00:40 lr: 0.00010000000000000003 img/s: 316.54601928741744 loss: 0.9481 (1.0192) acc1: 78.1250 (74.2670) acc5: 87.5000 (89.5062) time: 0.0967 data: 0.0016 max mem: 3006 Epoch: [91] [ 90/391] eta: 0:00:37 lr: 0.00010000000000000003 img/s: 283.10660656543394 loss: 0.9608 (1.0130) acc1: 75.0000 (74.4162) acc5: 90.6250 (89.8008) time: 0.0953 data: 0.0026 max mem: 3006 Epoch: [91] [100/391] eta: 0:00:35 lr: 0.00010000000000000003 img/s: 338.9524872593932 loss: 0.9414 (1.0148) acc1: 78.1250 (74.5978) acc5: 90.6250 (89.6658) time: 0.0906 data: 0.0031 max mem: 3006 Epoch: [91] [110/391] eta: 0:00:33 lr: 0.00010000000000000003 img/s: 339.82440842410153 loss: 0.9276 (1.0131) acc1: 75.0000 (74.7466) acc5: 87.5000 (89.6678) time: 0.0939 data: 0.0019 max mem: 3006 Epoch: [91] [120/391] eta: 0:00:31 lr: 0.00010000000000000003 img/s: 385.90491086831514 loss: 0.9490 (1.0133) acc1: 75.0000 (74.7676) acc5: 87.5000 (89.7469) time: 0.0912 data: 0.0029 max mem: 3006 Epoch: [91] [130/391] eta: 0:00:30 lr: 0.00010000000000000003 img/s: 374.0603824276155 loss: 0.9532 (1.0073) acc1: 75.0000 (74.8092) acc5: 90.6250 (89.8378) time: 0.0924 data: 0.0032 max mem: 3006 Epoch: [91] [140/391] eta: 0:00:28 lr: 0.00010000000000000003 img/s: 231.07839788441407 loss: 0.9301 (0.9997) acc1: 78.1250 (75.1773) acc5: 90.6250 (89.8936) time: 0.0971 data: 0.0023 max mem: 3006 Epoch: [91] [150/391] eta: 0:00:27 lr: 0.00010000000000000003 img/s: 405.6166190185495 loss: 0.8691 (0.9969) acc1: 78.1250 (75.0207) acc5: 87.5000 (89.8800) time: 0.0969 data: 0.0029 max mem: 3006 Epoch: [91] [160/391] eta: 0:00:25 lr: 0.00010000000000000003 img/s: 451.63934194542685 loss: 1.0100 (1.0035) acc1: 71.8750 (74.9418) acc5: 87.5000 (89.7710) time: 0.0942 data: 0.0030 max mem: 3006 Epoch: [91] [170/391] eta: 0:00:24 lr: 0.00010000000000000003 img/s: 309.79994460345307 loss: 1.0972 (1.0121) acc1: 68.7500 (74.6711) acc5: 87.5000 (89.5833) time: 0.0934 data: 0.0025 max mem: 3006 Epoch: [91] [180/391] eta: 0:00:23 lr: 0.00010000000000000003 img/s: 439.4486597276564 loss: 1.0330 (1.0127) acc1: 75.0000 (74.7238) acc5: 87.5000 (89.6064) time: 0.0957 data: 0.0012 max mem: 3006 Epoch: [91] [190/391] eta: 0:00:21 lr: 0.00010000000000000003 img/s: 344.2486470404169 loss: 0.8901 (1.0090) acc1: 78.1250 (74.8855) acc5: 90.6250 (89.6760) time: 0.0963 data: 0.0016 max mem: 3006 Epoch: [91] [200/391] eta: 0:00:20 lr: 0.00010000000000000003 img/s: 286.9028164919541 loss: 0.9653 (1.0137) acc1: 75.0000 (74.6269) acc5: 90.6250 (89.6611) time: 0.0968 data: 0.0017 max mem: 3006 Epoch: [91] [210/391] eta: 0:00:19 lr: 0.00010000000000000003 img/s: 344.20450535472486 loss: 1.0643 (1.0149) acc1: 71.8750 (74.6149) acc5: 87.5000 (89.6327) time: 0.0954 data: 0.0012 max mem: 3006 Epoch: [91] [220/391] eta: 0:00:18 lr: 0.00010000000000000003 img/s: 270.2020369173657 loss: 0.9742 (1.0106) acc1: 78.1250 (74.7313) acc5: 93.7500 (89.8049) time: 0.0949 data: 0.0024 max mem: 3006 Epoch: [91] [230/391] eta: 0:00:17 lr: 0.00010000000000000003 img/s: 311.8572059240396 loss: 0.8796 (1.0109) acc1: 78.1250 (74.7159) acc5: 93.7500 (89.8268) time: 0.0994 data: 0.0025 max mem: 3006 Epoch: [91] [240/391] eta: 0:00:16 lr: 0.00010000000000000003 img/s: 208.7130512399059 loss: 0.9874 (1.0084) acc1: 78.1250 (74.8574) acc5: 90.6250 (89.8989) time: 0.0993 data: 0.0019 max mem: 3006 Epoch: [91] [250/391] eta: 0:00:15 lr: 0.00010000000000000003 img/s: 488.14789436740097 loss: 1.0035 (1.0117) acc1: 75.0000 (74.8132) acc5: 90.6250 (89.8780) time: 0.0963 data: 0.0025 max mem: 3006 Epoch: [91] [260/391] eta: 0:00:13 lr: 0.00010000000000000003 img/s: 405.38752284156635 loss: 1.0482 (1.0115) acc1: 75.0000 (74.8683) acc5: 87.5000 (89.8348) time: 0.0957 data: 0.0034 max mem: 3006 Epoch: [91] [270/391] eta: 0:00:12 lr: 0.00010000000000000003 img/s: 211.92384380970427 loss: 1.0355 (1.0091) acc1: 75.0000 (74.9308) acc5: 90.6250 (89.8639) time: 0.0968 data: 0.0024 max mem: 3006 Epoch: [91] [280/391] eta: 0:00:11 lr: 0.00010000000000000003 img/s: 303.54876267069534 loss: 1.0355 (1.0096) acc1: 75.0000 (74.9444) acc5: 90.6250 (89.8354) time: 0.0961 data: 0.0011 max mem: 3006 Epoch: [91] [290/391] eta: 0:00:10 lr: 0.00010000000000000003 img/s: 339.16919072588286 loss: 1.0199 (1.0070) acc1: 75.0000 (75.0430) acc5: 90.6250 (89.8840) time: 0.0940 data: 0.0014 max mem: 3006 Epoch: [91] [300/391] eta: 0:00:09 lr: 0.00010000000000000003 img/s: 318.34191857500326 loss: 0.8722 (1.0067) acc1: 78.1250 (75.0519) acc5: 90.6250 (89.9190) time: 0.0993 data: 0.0015 max mem: 3006 Epoch: [91] [310/391] eta: 0:00:08 lr: 0.00010000000000000003 img/s: 359.4523975950401 loss: 1.0802 (1.0114) acc1: 71.8750 (74.8895) acc5: 87.5000 (89.7809) time: 0.0983 data: 0.0019 max mem: 3006 Epoch: [91] [320/391] eta: 0:00:07 lr: 0.00010000000000000003 img/s: 279.08767435477296 loss: 1.1462 (1.0145) acc1: 71.8750 (74.8832) acc5: 87.5000 (89.7391) time: 0.0972 data: 0.0023 max mem: 3006 Epoch: [91] [330/391] eta: 0:00:06 lr: 0.00010000000000000003 img/s: 305.1852539046956 loss: 1.0830 (1.0155) acc1: 71.8750 (74.8395) acc5: 87.5000 (89.7470) time: 0.0990 data: 0.0015 max mem: 3006 Epoch: [91] [340/391] eta: 0:00:05 lr: 0.00010000000000000003 img/s: 366.0310458051074 loss: 1.0442 (1.0199) acc1: 71.8750 (74.7801) acc5: 90.6250 (89.7269) time: 0.0966 data: 0.0015 max mem: 3006 Epoch: [91] [350/391] eta: 0:00:04 lr: 0.00010000000000000003 img/s: 432.2311970449854 loss: 1.0461 (1.0218) acc1: 71.8750 (74.6261) acc5: 90.6250 (89.7258) time: 0.0951 data: 0.0039 max mem: 3006 Epoch: [91] [360/391] eta: 0:00:03 lr: 0.00010000000000000003 img/s: 398.0277040512208 loss: 0.9442 (1.0200) acc1: 71.8750 (74.6191) acc5: 90.6250 (89.7853) time: 0.0917 data: 0.0030 max mem: 3006 Epoch: [91] [370/391] eta: 0:00:02 lr: 0.00010000000000000003 img/s: 865.8482062794733 loss: 0.9359 (1.0203) acc1: 71.8750 (74.5451) acc5: 90.6250 (89.7658) time: 0.0683 data: 0.0003 max mem: 3006 Epoch: [91] [380/391] eta: 0:00:01 lr: 0.00010000000000000003 img/s: 866.474251295989 loss: 1.0798 (1.0226) acc1: 71.8750 (74.4751) acc5: 87.5000 (89.7146) time: 0.0425 data: 0.0001 max mem: 3006 Epoch: [91] [390/391] eta: 0:00:00 lr: 0.00010000000000000003 img/s: 753.1520919375113 loss: 1.0635 (1.0227) acc1: 75.0000 (74.4960) acc5: 87.5000 (89.7120) time: 0.0365 data: 0.0001 max mem: 3006 Epoch: [91] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:37 loss: 1.6981 (1.6981) acc1: 59.3750 (59.3750) acc5: 81.2500 (81.2500) time: 2.4488 data: 2.4352 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.430 Acc@5 82.870 Test: EMA [ 0/40] eta: 0:01:15 loss: 1.6874 (1.6874) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.8856 data: 1.8635 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.970 Acc@5 82.950 Epoch: [92] [ 0/391] eta: 0:19:07 lr: 0.00010000000000000003 img/s: 844.5137640078274 loss: 1.0688 (1.0688) acc1: 78.1250 (78.1250) acc5: 93.7500 (93.7500) time: 2.9341 data: 2.8962 max mem: 3006 Epoch: [92] [ 10/391] eta: 0:02:12 lr: 0.00010000000000000003 img/s: 463.77448747939724 loss: 1.1362 (1.1432) acc1: 71.8750 (72.7273) acc5: 87.5000 (88.3523) time: 0.3475 data: 0.2844 max mem: 3006 Epoch: [92] [ 20/391] eta: 0:01:24 lr: 0.00010000000000000003 img/s: 350.32451112433574 loss: 1.1025 (1.0591) acc1: 75.0000 (74.8512) acc5: 90.6250 (89.8810) time: 0.0912 data: 0.0125 max mem: 3006 Epoch: [92] [ 30/391] eta: 0:01:05 lr: 0.00010000000000000003 img/s: 376.217156824272 loss: 0.9955 (1.0492) acc1: 75.0000 (74.2944) acc5: 90.6250 (89.6169) time: 0.0899 data: 0.0030 max mem: 3006 Epoch: [92] [ 40/391] eta: 0:00:57 lr: 0.00010000000000000003 img/s: 244.55246251116012 loss: 1.0249 (1.0486) acc1: 71.8750 (73.9329) acc5: 90.6250 (90.0152) time: 0.0952 data: 0.0034 max mem: 3006 Epoch: [92] [ 50/391] eta: 0:00:50 lr: 0.00010000000000000003 img/s: 417.56700723023505 loss: 1.0755 (1.0615) acc1: 71.8750 (73.8971) acc5: 90.6250 (89.4608) time: 0.0943 data: 0.0029 max mem: 3006 Epoch: [92] [ 60/391] eta: 0:00:46 lr: 0.00010000000000000003 img/s: 328.20564184827265 loss: 1.0459 (1.0544) acc1: 75.0000 (73.9754) acc5: 87.5000 (89.6004) time: 0.0950 data: 0.0019 max mem: 3006 Epoch: [92] [ 70/391] eta: 0:00:42 lr: 0.00010000000000000003 img/s: 385.8161664941934 loss: 0.9214 (1.0403) acc1: 75.0000 (74.2958) acc5: 90.6250 (89.9648) time: 0.0983 data: 0.0035 max mem: 3006 Epoch: [92] [ 80/391] eta: 0:00:39 lr: 0.00010000000000000003 img/s: 233.54235919708233 loss: 0.9112 (1.0333) acc1: 75.0000 (74.3827) acc5: 90.6250 (89.7762) time: 0.0919 data: 0.0061 max mem: 3006 Epoch: [92] [ 90/391] eta: 0:00:37 lr: 0.00010000000000000003 img/s: 340.43898145588196 loss: 0.9256 (1.0265) acc1: 75.0000 (74.7596) acc5: 90.6250 (89.9382) time: 0.0966 data: 0.0030 max mem: 3006 Epoch: [92] [100/391] eta: 0:00:35 lr: 0.00010000000000000003 img/s: 295.4586995810852 loss: 0.9194 (1.0206) acc1: 78.1250 (75.0000) acc5: 90.6250 (89.9443) time: 0.0998 data: 0.0025 max mem: 3006 Epoch: [92] [110/391] eta: 0:00:33 lr: 0.00010000000000000003 img/s: 248.66232522292356 loss: 0.8978 (1.0248) acc1: 75.0000 (74.7748) acc5: 90.6250 (89.6959) time: 0.0954 data: 0.0031 max mem: 3006 Epoch: [92] [120/391] eta: 0:00:31 lr: 0.00010000000000000003 img/s: 370.61465860736877 loss: 1.0160 (1.0396) acc1: 68.7500 (74.4060) acc5: 90.6250 (89.5403) time: 0.0913 data: 0.0012 max mem: 3006 Epoch: [92] [130/391] eta: 0:00:30 lr: 0.00010000000000000003 img/s: 383.64364156066887 loss: 1.1377 (1.0543) acc1: 68.7500 (73.9981) acc5: 87.5000 (89.4800) time: 0.0956 data: 0.0012 max mem: 3006 Epoch: [92] [140/391] eta: 0:00:28 lr: 0.00010000000000000003 img/s: 336.80143134248584 loss: 1.1255 (1.0519) acc1: 71.8750 (74.0027) acc5: 87.5000 (89.5168) time: 0.0978 data: 0.0030 max mem: 3006 Epoch: [92] [150/391] eta: 0:00:27 lr: 0.00010000000000000003 img/s: 280.9924464468153 loss: 0.9542 (1.0468) acc1: 71.8750 (74.0066) acc5: 90.6250 (89.5695) time: 0.0969 data: 0.0032 max mem: 3006 Epoch: [92] [160/391] eta: 0:00:25 lr: 0.00010000000000000003 img/s: 305.63767363483174 loss: 0.9780 (1.0504) acc1: 71.8750 (73.8742) acc5: 90.6250 (89.4410) time: 0.0947 data: 0.0037 max mem: 3006 Epoch: [92] [170/391] eta: 0:00:24 lr: 0.00010000000000000003 img/s: 452.57287753822084 loss: 1.1511 (1.0603) acc1: 68.7500 (73.6659) acc5: 87.5000 (89.3823) time: 0.0919 data: 0.0037 max mem: 3006 Epoch: [92] [180/391] eta: 0:00:23 lr: 0.00010000000000000003 img/s: 781.6580843170714 loss: 1.1844 (1.0568) acc1: 71.8750 (73.7569) acc5: 90.6250 (89.4164) time: 0.0954 data: 0.0026 max mem: 3006 Epoch: [92] [190/391] eta: 0:00:22 lr: 0.00010000000000000003 img/s: 420.077582024807 loss: 1.0398 (1.0589) acc1: 71.8750 (73.7075) acc5: 87.5000 (89.3652) time: 0.0971 data: 0.0024 max mem: 3006 Epoch: [92] [200/391] eta: 0:00:20 lr: 0.00010000000000000003 img/s: 370.2118865900045 loss: 1.0133 (1.0555) acc1: 75.0000 (73.8806) acc5: 90.6250 (89.4123) time: 0.0930 data: 0.0044 max mem: 3006 Epoch: [92] [210/391] eta: 0:00:19 lr: 0.00010000000000000003 img/s: 322.31954890829275 loss: 1.0303 (1.0598) acc1: 75.0000 (73.7411) acc5: 90.6250 (89.3661) time: 0.0962 data: 0.0067 max mem: 3006 Epoch: [92] [220/391] eta: 0:00:18 lr: 0.00010000000000000003 img/s: 286.2920646567722 loss: 0.9386 (1.0513) acc1: 75.0000 (74.0385) acc5: 90.6250 (89.4938) time: 0.0993 data: 0.0041 max mem: 3006 Epoch: [92] [230/391] eta: 0:00:17 lr: 0.00010000000000000003 img/s: 254.91429211750338 loss: 0.9264 (1.0537) acc1: 75.0000 (74.0936) acc5: 90.6250 (89.4075) time: 0.0952 data: 0.0025 max mem: 3006 Epoch: [92] [240/391] eta: 0:00:16 lr: 0.00010000000000000003 img/s: 368.50223900061775 loss: 0.9374 (1.0533) acc1: 75.0000 (74.0794) acc5: 90.6250 (89.4450) time: 0.0966 data: 0.0028 max mem: 3006 Epoch: [92] [250/391] eta: 0:00:14 lr: 0.00010000000000000003 img/s: 431.4281471290674 loss: 1.0205 (1.0504) acc1: 75.0000 (74.2156) acc5: 90.6250 (89.4671) time: 0.0953 data: 0.0028 max mem: 3006 Epoch: [92] [260/391] eta: 0:00:13 lr: 0.00010000000000000003 img/s: 420.8758454818267 loss: 1.1808 (1.0593) acc1: 71.8750 (74.1140) acc5: 87.5000 (89.3319) time: 0.0930 data: 0.0020 max mem: 3006 Epoch: [92] [270/391] eta: 0:00:12 lr: 0.00010000000000000003 img/s: 464.3087418272391 loss: 1.0943 (1.0607) acc1: 71.8750 (74.1121) acc5: 87.5000 (89.2874) time: 0.0982 data: 0.0005 max mem: 3006 Epoch: [92] [280/391] eta: 0:00:11 lr: 0.00010000000000000003 img/s: 348.25745852339656 loss: 1.0428 (1.0608) acc1: 78.1250 (74.1659) acc5: 87.5000 (89.2682) time: 0.0945 data: 0.0020 max mem: 3006 Epoch: [92] [290/391] eta: 0:00:10 lr: 0.00010000000000000003 img/s: 437.6317792175186 loss: 0.9937 (1.0559) acc1: 78.1250 (74.2268) acc5: 87.5000 (89.3578) time: 0.0946 data: 0.0034 max mem: 3006 Epoch: [92] [300/391] eta: 0:00:09 lr: 0.00010000000000000003 img/s: 278.1968262390767 loss: 0.9937 (1.0564) acc1: 71.8750 (74.1175) acc5: 93.7500 (89.4207) time: 0.0962 data: 0.0044 max mem: 3006 Epoch: [92] [310/391] eta: 0:00:08 lr: 0.00010000000000000003 img/s: 311.8303978216575 loss: 1.0158 (1.0554) acc1: 71.8750 (74.1359) acc5: 90.6250 (89.4192) time: 0.0967 data: 0.0043 max mem: 3006 Epoch: [92] [320/391] eta: 0:00:07 lr: 0.00010000000000000003 img/s: 226.2772828733082 loss: 1.0158 (1.0575) acc1: 71.8750 (74.0752) acc5: 90.6250 (89.4470) time: 0.0970 data: 0.0020 max mem: 3006 Epoch: [92] [330/391] eta: 0:00:06 lr: 0.00010000000000000003 img/s: 348.72979349192985 loss: 0.8866 (1.0528) acc1: 75.0000 (74.0653) acc5: 90.6250 (89.5393) time: 0.0946 data: 0.0016 max mem: 3006 Epoch: [92] [340/391] eta: 0:00:05 lr: 0.00010000000000000003 img/s: 357.59734848081166 loss: 0.8866 (1.0513) acc1: 75.0000 (74.1202) acc5: 90.6250 (89.5436) time: 0.0975 data: 0.0031 max mem: 3006 Epoch: [92] [350/391] eta: 0:00:04 lr: 0.00010000000000000003 img/s: 235.55358838323122 loss: 1.1131 (1.0563) acc1: 71.8750 (73.9494) acc5: 90.6250 (89.5032) time: 0.0954 data: 0.0025 max mem: 3006 Epoch: [92] [360/391] eta: 0:00:03 lr: 0.00010000000000000003 img/s: 515.7637944749089 loss: 1.1699 (1.0590) acc1: 68.7500 (73.9093) acc5: 87.5000 (89.4997) time: 0.0930 data: 0.0016 max mem: 3006 Epoch: [92] [370/391] eta: 0:00:02 lr: 0.00010000000000000003 img/s: 867.9422914012636 loss: 1.0950 (1.0605) acc1: 68.7500 (73.8544) acc5: 87.5000 (89.5131) time: 0.0689 data: 0.0013 max mem: 3006 Epoch: [92] [380/391] eta: 0:00:01 lr: 0.00010000000000000003 img/s: 874.621903061424 loss: 1.0621 (1.0587) acc1: 71.8750 (73.8435) acc5: 90.6250 (89.5505) time: 0.0414 data: 0.0001 max mem: 3006 Epoch: [92] [390/391] eta: 0:00:00 lr: 0.00010000000000000003 img/s: 750.5442572494565 loss: 1.0735 (1.0616) acc1: 71.8750 (73.8320) acc5: 90.6250 (89.5200) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [92] Total time: 0:00:39 Test: [ 0/40] eta: 0:00:46 loss: 1.8019 (1.8019) acc1: 59.3750 (59.3750) acc5: 84.3750 (84.3750) time: 1.1620 data: 1.1480 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.590 Acc@5 82.840 Test: EMA [ 0/40] eta: 0:01:07 loss: 1.6972 (1.6972) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.6812 data: 1.6703 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 62.030 Acc@5 82.980 Epoch: [93] [ 0/391] eta: 0:18:02 lr: 0.00010000000000000003 img/s: 867.8356632052659 loss: 1.6998 (1.6998) acc1: 65.6250 (65.6250) acc5: 68.7500 (68.7500) time: 2.7682 data: 2.7313 max mem: 3006 Epoch: [93] [ 10/391] eta: 0:02:02 lr: 0.00010000000000000003 img/s: 372.2366135934393 loss: 1.0666 (1.0358) acc1: 75.0000 (74.7159) acc5: 87.5000 (87.2159) time: 0.3218 data: 0.2540 max mem: 3006 Epoch: [93] [ 20/391] eta: 0:01:20 lr: 0.00010000000000000003 img/s: 335.36071001126885 loss: 1.0378 (1.0350) acc1: 75.0000 (75.0000) acc5: 87.5000 (87.7976) time: 0.0908 data: 0.0041 max mem: 3006 Epoch: [93] [ 30/391] eta: 0:01:05 lr: 0.00010000000000000003 img/s: 342.77078507637265 loss: 0.9806 (1.0135) acc1: 75.0000 (75.3024) acc5: 87.5000 (88.6089) time: 0.1028 data: 0.0041 max mem: 3006 Epoch: [93] [ 40/391] eta: 0:00:55 lr: 0.00010000000000000003 img/s: 328.60419931056094 loss: 0.9164 (1.0017) acc1: 75.0000 (75.6860) acc5: 90.6250 (89.1006) time: 0.0936 data: 0.0047 max mem: 3006 Epoch: [93] [ 50/391] eta: 0:00:49 lr: 0.00010000000000000003 img/s: 409.30895694894684 loss: 0.9470 (0.9898) acc1: 75.0000 (75.8578) acc5: 90.6250 (89.4608) time: 0.0904 data: 0.0038 max mem: 3006 Epoch: [93] [ 60/391] eta: 0:00:45 lr: 0.00010000000000000003 img/s: 366.66601465923964 loss: 1.0129 (0.9948) acc1: 71.8750 (75.4098) acc5: 90.6250 (89.4980) time: 0.0929 data: 0.0029 max mem: 3006 Epoch: [93] [ 70/391] eta: 0:00:42 lr: 0.00010000000000000003 img/s: 361.35014026718073 loss: 1.0417 (1.0117) acc1: 71.8750 (75.3081) acc5: 87.5000 (89.1725) time: 0.0957 data: 0.0025 max mem: 3006 Epoch: [93] [ 80/391] eta: 0:00:39 lr: 0.00010000000000000003 img/s: 321.8318686562297 loss: 1.0458 (1.0193) acc1: 75.0000 (75.4244) acc5: 87.5000 (88.8889) time: 0.0946 data: 0.0036 max mem: 3006 Epoch: [93] [ 90/391] eta: 0:00:37 lr: 0.00010000000000000003 img/s: 440.09852707789565 loss: 0.9952 (1.0137) acc1: 75.0000 (75.2747) acc5: 87.5000 (89.1484) time: 0.0960 data: 0.0028 max mem: 3006 Epoch: [93] [100/391] eta: 0:00:34 lr: 0.00010000000000000003 img/s: 391.4468437569267 loss: 0.9212 (1.0037) acc1: 75.0000 (75.6188) acc5: 90.6250 (89.2327) time: 0.0960 data: 0.0021 max mem: 3006 Epoch: [93] [110/391] eta: 0:00:33 lr: 0.00010000000000000003 img/s: 314.1889004372782 loss: 0.9580 (1.0024) acc1: 81.2500 (75.6757) acc5: 87.5000 (89.2736) time: 0.0899 data: 0.0035 max mem: 3006 Epoch: [93] [120/391] eta: 0:00:31 lr: 0.00010000000000000003 img/s: 321.11348019982006 loss: 0.9580 (1.0011) acc1: 78.1250 (75.6973) acc5: 87.5000 (89.3079) time: 0.0913 data: 0.0027 max mem: 3006 Epoch: [93] [130/391] eta: 0:00:29 lr: 0.00010000000000000003 img/s: 248.30212638425877 loss: 1.0281 (1.0078) acc1: 75.0000 (75.4771) acc5: 87.5000 (89.3130) time: 0.0970 data: 0.0016 max mem: 3006 Epoch: [93] [140/391] eta: 0:00:28 lr: 0.00010000000000000003 img/s: 330.2796621847747 loss: 1.1016 (1.0160) acc1: 71.8750 (75.3768) acc5: 87.5000 (89.1401) time: 0.0955 data: 0.0028 max mem: 3006 Epoch: [93] [150/391] eta: 0:00:26 lr: 0.00010000000000000003 img/s: 527.4879562345008 loss: 1.0718 (1.0200) acc1: 71.8750 (75.1656) acc5: 87.5000 (89.1349) time: 0.0904 data: 0.0044 max mem: 3006 Epoch: [93] [160/391] eta: 0:00:25 lr: 0.00010000000000000003 img/s: 469.6573144188846 loss: 1.0623 (1.0191) acc1: 75.0000 (75.3106) acc5: 87.5000 (89.1110) time: 0.0958 data: 0.0043 max mem: 3006 Epoch: [93] [170/391] eta: 0:00:24 lr: 0.00010000000000000003 img/s: 314.6676919758615 loss: 1.0635 (1.0239) acc1: 75.0000 (75.1827) acc5: 87.5000 (89.0351) time: 0.0939 data: 0.0016 max mem: 3006 Epoch: [93] [180/391] eta: 0:00:22 lr: 0.00010000000000000003 img/s: 318.2792614619941 loss: 1.0635 (1.0275) acc1: 71.8750 (75.0691) acc5: 87.5000 (89.0366) time: 0.0942 data: 0.0017 max mem: 3006 Epoch: [93] [190/391] eta: 0:00:21 lr: 0.00010000000000000003 img/s: 325.87005280728374 loss: 1.0038 (1.0263) acc1: 75.0000 (75.1145) acc5: 90.6250 (89.1198) time: 0.0979 data: 0.0020 max mem: 3006 Epoch: [93] [200/391] eta: 0:00:20 lr: 0.00010000000000000003 img/s: 222.38156763267816 loss: 0.8994 (1.0185) acc1: 78.1250 (75.2954) acc5: 90.6250 (89.2257) time: 0.1010 data: 0.0023 max mem: 3006 Epoch: [93] [210/391] eta: 0:00:19 lr: 0.00010000000000000003 img/s: 298.5621703626095 loss: 0.9569 (1.0220) acc1: 78.1250 (75.3110) acc5: 90.6250 (89.2180) time: 0.0975 data: 0.0027 max mem: 3006 Epoch: [93] [220/391] eta: 0:00:18 lr: 0.00010000000000000003 img/s: 347.2734818494657 loss: 1.0060 (1.0252) acc1: 75.0000 (75.2262) acc5: 90.6250 (89.2110) time: 0.0952 data: 0.0015 max mem: 3006 Epoch: [93] [230/391] eta: 0:00:17 lr: 0.00010000000000000003 img/s: 216.23328199410994 loss: 1.0512 (1.0282) acc1: 75.0000 (75.0947) acc5: 90.6250 (89.2587) time: 0.1008 data: 0.0032 max mem: 3006 Epoch: [93] [240/391] eta: 0:00:15 lr: 0.00010000000000000003 img/s: 424.1772080690477 loss: 1.0661 (1.0287) acc1: 71.8750 (75.1297) acc5: 87.5000 (89.2505) time: 0.0950 data: 0.0042 max mem: 3006 Epoch: [93] [250/391] eta: 0:00:14 lr: 0.00010000000000000003 img/s: 323.3889382823135 loss: 0.9953 (1.0352) acc1: 71.8750 (74.9502) acc5: 87.5000 (89.1808) time: 0.0969 data: 0.0032 max mem: 3006 Epoch: [93] [260/391] eta: 0:00:13 lr: 0.00010000000000000003 img/s: 263.01369175809856 loss: 0.9759 (1.0369) acc1: 71.8750 (74.9282) acc5: 90.6250 (89.1762) time: 0.0967 data: 0.0022 max mem: 3006 Epoch: [93] [270/391] eta: 0:00:12 lr: 0.00010000000000000003 img/s: 339.31324183366746 loss: 1.0000 (1.0399) acc1: 71.8750 (74.7002) acc5: 90.6250 (89.1836) time: 0.0930 data: 0.0026 max mem: 3006 Epoch: [93] [280/391] eta: 0:00:11 lr: 0.00010000000000000003 img/s: 357.5535273777366 loss: 1.0044 (1.0420) acc1: 71.8750 (74.7442) acc5: 90.6250 (89.1570) time: 0.0970 data: 0.0037 max mem: 3006 Epoch: [93] [290/391] eta: 0:00:10 lr: 0.00010000000000000003 img/s: 318.35022438117284 loss: 0.9895 (1.0407) acc1: 75.0000 (74.7208) acc5: 90.6250 (89.1753) time: 0.0952 data: 0.0030 max mem: 3006 Epoch: [93] [300/391] eta: 0:00:09 lr: 0.00010000000000000003 img/s: 260.25259394129773 loss: 0.9895 (1.0409) acc1: 75.0000 (74.7301) acc5: 87.5000 (89.1507) time: 0.0963 data: 0.0016 max mem: 3006 Epoch: [93] [310/391] eta: 0:00:08 lr: 0.00010000000000000003 img/s: 285.0450298917949 loss: 0.9516 (1.0398) acc1: 75.0000 (74.7789) acc5: 90.6250 (89.1580) time: 0.0956 data: 0.0026 max mem: 3006 Epoch: [93] [320/391] eta: 0:00:07 lr: 0.00010000000000000003 img/s: 393.9122707128812 loss: 0.9667 (1.0392) acc1: 75.0000 (74.7858) acc5: 90.6250 (89.1550) time: 0.0935 data: 0.0042 max mem: 3006 Epoch: [93] [330/391] eta: 0:00:06 lr: 0.00010000000000000003 img/s: 435.6190946031911 loss: 1.0061 (1.0383) acc1: 75.0000 (74.7451) acc5: 90.6250 (89.2088) time: 0.0951 data: 0.0034 max mem: 3006 Epoch: [93] [340/391] eta: 0:00:05 lr: 0.00010000000000000003 img/s: 281.44496821056515 loss: 1.0026 (1.0381) acc1: 75.0000 (74.8167) acc5: 90.6250 (89.1496) time: 0.0968 data: 0.0029 max mem: 3006 Epoch: [93] [350/391] eta: 0:00:04 lr: 0.00010000000000000003 img/s: 275.4975604649588 loss: 0.9188 (1.0382) acc1: 75.0000 (74.8397) acc5: 87.5000 (89.1382) time: 0.0985 data: 0.0028 max mem: 3006 Epoch: [93] [360/391] eta: 0:00:03 lr: 0.00010000000000000003 img/s: 344.5765323543381 loss: 1.0934 (1.0420) acc1: 71.8750 (74.7143) acc5: 87.5000 (89.1188) time: 0.0968 data: 0.0023 max mem: 3006 Epoch: [93] [370/391] eta: 0:00:02 lr: 0.00010000000000000003 img/s: 870.4753776209717 loss: 1.0686 (1.0391) acc1: 75.0000 (74.8231) acc5: 87.5000 (89.2183) time: 0.0687 data: 0.0009 max mem: 3006 Epoch: [93] [380/391] eta: 0:00:01 lr: 0.00010000000000000003 img/s: 867.8356632052659 loss: 0.8265 (1.0365) acc1: 78.1250 (74.8114) acc5: 93.7500 (89.2470) time: 0.0395 data: 0.0001 max mem: 3006 Epoch: [93] [390/391] eta: 0:00:00 lr: 0.00010000000000000003 img/s: 748.949421900808 loss: 0.8535 (1.0340) acc1: 75.0000 (74.8800) acc5: 90.6250 (89.3200) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [93] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:18 loss: 1.7371 (1.7371) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.9737 data: 1.9622 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.650 Acc@5 83.040 Test: EMA [ 0/40] eta: 0:01:13 loss: 1.7009 (1.7009) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.8348 data: 1.8238 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.890 Acc@5 82.980 Epoch: [94] [ 0/391] eta: 0:19:29 lr: 0.00010000000000000003 img/s: 846.2656242118537 loss: 1.3454 (1.3454) acc1: 62.5000 (62.5000) acc5: 87.5000 (87.5000) time: 2.9898 data: 2.9520 max mem: 3006 Epoch: [94] [ 10/391] eta: 0:02:10 lr: 0.00010000000000000003 img/s: 345.5283620205848 loss: 0.9645 (0.9841) acc1: 75.0000 (75.0000) acc5: 90.6250 (89.7727) time: 0.3424 data: 0.2736 max mem: 3006 Epoch: [94] [ 20/391] eta: 0:01:24 lr: 0.00010000000000000003 img/s: 345.7277302958647 loss: 0.9645 (1.0530) acc1: 75.0000 (73.8095) acc5: 90.6250 (88.3929) time: 0.0898 data: 0.0031 max mem: 3006 Epoch: [94] [ 30/391] eta: 0:01:07 lr: 0.00010000000000000003 img/s: 352.08436317085904 loss: 1.0182 (1.0438) acc1: 75.0000 (73.6895) acc5: 90.6250 (88.7097) time: 0.1015 data: 0.0037 max mem: 3006 Epoch: [94] [ 40/391] eta: 0:00:57 lr: 0.00010000000000000003 img/s: 348.04523471798313 loss: 0.8590 (1.0212) acc1: 75.0000 (74.6189) acc5: 90.6250 (89.1768) time: 0.0975 data: 0.0039 max mem: 3006 Epoch: [94] [ 50/391] eta: 0:00:51 lr: 0.00010000000000000003 img/s: 292.77118220744745 loss: 0.9959 (1.0325) acc1: 75.0000 (74.2647) acc5: 90.6250 (89.5221) time: 0.0934 data: 0.0031 max mem: 3006 Epoch: [94] [ 60/391] eta: 0:00:46 lr: 0.00010000000000000003 img/s: 377.8939502721209 loss: 1.0871 (1.0359) acc1: 75.0000 (74.3340) acc5: 90.6250 (89.1906) time: 0.0937 data: 0.0031 max mem: 3006 Epoch: [94] [ 70/391] eta: 0:00:43 lr: 0.00010000000000000003 img/s: 468.41161730730306 loss: 1.0458 (1.0230) acc1: 75.0000 (74.4718) acc5: 90.6250 (89.5687) time: 0.0956 data: 0.0022 max mem: 3006 Epoch: [94] [ 80/391] eta: 0:00:40 lr: 0.00010000000000000003 img/s: 361.7348257191293 loss: 0.9169 (1.0270) acc1: 75.0000 (74.3056) acc5: 90.6250 (89.6605) time: 0.0910 data: 0.0050 max mem: 3006 Epoch: [94] [ 90/391] eta: 0:00:37 lr: 0.00010000000000000003 img/s: 411.61486279272316 loss: 1.0147 (1.0364) acc1: 71.8750 (74.1758) acc5: 87.5000 (89.4918) time: 0.0910 data: 0.0043 max mem: 3006 Epoch: [94] [100/391] eta: 0:00:35 lr: 0.00010000000000000003 img/s: 336.6510603609366 loss: 1.0174 (1.0352) acc1: 71.8750 (74.1337) acc5: 87.5000 (89.6040) time: 0.0941 data: 0.0031 max mem: 3006 Epoch: [94] [110/391] eta: 0:00:33 lr: 0.00010000000000000003 img/s: 316.57737784958664 loss: 0.8718 (1.0189) acc1: 75.0000 (74.5777) acc5: 90.6250 (89.8367) time: 0.0927 data: 0.0034 max mem: 3006 Epoch: [94] [120/391] eta: 0:00:31 lr: 0.00010000000000000003 img/s: 446.10615392285575 loss: 0.8206 (1.0095) acc1: 78.1250 (74.8450) acc5: 90.6250 (90.0310) time: 0.0920 data: 0.0044 max mem: 3006 Epoch: [94] [130/391] eta: 0:00:30 lr: 0.00010000000000000003 img/s: 435.8171238570241 loss: 0.9282 (1.0145) acc1: 75.0000 (74.7137) acc5: 90.6250 (90.0048) time: 0.0956 data: 0.0059 max mem: 3006 Epoch: [94] [140/391] eta: 0:00:28 lr: 0.00010000000000000003 img/s: 464.18830690484015 loss: 1.1274 (1.0178) acc1: 71.8750 (74.6454) acc5: 87.5000 (89.8936) time: 0.0953 data: 0.0050 max mem: 3006 Epoch: [94] [150/391] eta: 0:00:27 lr: 0.00010000000000000003 img/s: 359.1619092473314 loss: 1.0420 (1.0203) acc1: 71.8750 (74.6896) acc5: 87.5000 (89.8593) time: 0.0937 data: 0.0023 max mem: 3006 Epoch: [94] [160/391] eta: 0:00:25 lr: 0.00010000000000000003 img/s: 389.1327660438079 loss: 1.0347 (1.0138) acc1: 78.1250 (75.0000) acc5: 90.6250 (90.0233) time: 0.0963 data: 0.0019 max mem: 3006 Epoch: [94] [170/391] eta: 0:00:24 lr: 0.00010000000000000003 img/s: 389.74294882032666 loss: 1.0731 (1.0229) acc1: 75.0000 (74.6893) acc5: 90.6250 (89.9671) time: 0.0971 data: 0.0028 max mem: 3006 Epoch: [94] [180/391] eta: 0:00:23 lr: 0.00010000000000000003 img/s: 329.7773387879458 loss: 1.0409 (1.0152) acc1: 75.0000 (74.8446) acc5: 90.6250 (90.1070) time: 0.0996 data: 0.0047 max mem: 3006 Epoch: [94] [190/391] eta: 0:00:22 lr: 0.00010000000000000003 img/s: 267.91302560007983 loss: 1.0070 (1.0254) acc1: 71.8750 (74.6564) acc5: 90.6250 (89.9215) time: 0.0966 data: 0.0045 max mem: 3006 Epoch: [94] [200/391] eta: 0:00:20 lr: 0.00010000000000000003 img/s: 370.2588655906118 loss: 1.0204 (1.0238) acc1: 71.8750 (74.6269) acc5: 87.5000 (89.9098) time: 0.0940 data: 0.0023 max mem: 3006 Epoch: [94] [210/391] eta: 0:00:19 lr: 0.00010000000000000003 img/s: 365.0166792220896 loss: 1.0341 (1.0279) acc1: 71.8750 (74.5261) acc5: 90.6250 (89.8993) time: 0.0945 data: 0.0026 max mem: 3006 Epoch: [94] [220/391] eta: 0:00:18 lr: 0.00010000000000000003 img/s: 336.10140808389906 loss: 1.0030 (1.0233) acc1: 75.0000 (74.5617) acc5: 90.6250 (89.9887) time: 0.0953 data: 0.0023 max mem: 3006 Epoch: [94] [230/391] eta: 0:00:17 lr: 0.00010000000000000003 img/s: 326.92016602038234 loss: 0.9369 (1.0193) acc1: 75.0000 (74.6753) acc5: 90.6250 (90.0027) time: 0.0957 data: 0.0019 max mem: 3006 Epoch: [94] [240/391] eta: 0:00:16 lr: 0.00010000000000000003 img/s: 373.03944746313874 loss: 0.9369 (1.0227) acc1: 75.0000 (74.5851) acc5: 87.5000 (89.9378) time: 0.0969 data: 0.0019 max mem: 3006 Epoch: [94] [250/391] eta: 0:00:14 lr: 0.00010000000000000003 img/s: 311.09317423784125 loss: 1.0944 (1.0240) acc1: 71.8750 (74.6016) acc5: 87.5000 (89.9278) time: 0.0956 data: 0.0021 max mem: 3006 Epoch: [94] [260/391] eta: 0:00:13 lr: 0.00010000000000000003 img/s: 335.1454968587381 loss: 1.0944 (1.0283) acc1: 71.8750 (74.4732) acc5: 87.5000 (89.8348) time: 0.0964 data: 0.0035 max mem: 3006 Epoch: [94] [270/391] eta: 0:00:12 lr: 0.00010000000000000003 img/s: 405.70489622943785 loss: 1.1347 (1.0311) acc1: 71.8750 (74.2851) acc5: 87.5000 (89.7947) time: 0.0950 data: 0.0037 max mem: 3006 Epoch: [94] [280/391] eta: 0:00:11 lr: 0.00010000000000000003 img/s: 357.60401785119564 loss: 1.0167 (1.0322) acc1: 75.0000 (74.2549) acc5: 90.6250 (89.8132) time: 0.0922 data: 0.0026 max mem: 3006 Epoch: [94] [290/391] eta: 0:00:10 lr: 0.00010000000000000003 img/s: 322.7000512116484 loss: 1.0473 (1.0360) acc1: 75.0000 (74.2375) acc5: 87.5000 (89.6370) time: 0.0946 data: 0.0022 max mem: 3006 Epoch: [94] [300/391] eta: 0:00:09 lr: 0.00010000000000000003 img/s: 391.39661728683075 loss: 1.0710 (1.0319) acc1: 75.0000 (74.3148) acc5: 87.5000 (89.6699) time: 0.0944 data: 0.0031 max mem: 3006 Epoch: [94] [310/391] eta: 0:00:08 lr: 0.00010000000000000003 img/s: 285.17706051456827 loss: 1.0710 (1.0381) acc1: 71.8750 (74.1660) acc5: 90.6250 (89.6101) time: 0.1005 data: 0.0070 max mem: 3006 Epoch: [94] [320/391] eta: 0:00:07 lr: 0.00010000000000000003 img/s: 369.1701864310744 loss: 0.9736 (1.0359) acc1: 75.0000 (74.2407) acc5: 87.5000 (89.6320) time: 0.0977 data: 0.0051 max mem: 3006 Epoch: [94] [330/391] eta: 0:00:06 lr: 0.00010000000000000003 img/s: 255.71564822594505 loss: 0.9103 (1.0402) acc1: 75.0000 (74.1314) acc5: 87.5000 (89.5393) time: 0.0930 data: 0.0012 max mem: 3006 Epoch: [94] [340/391] eta: 0:00:05 lr: 0.00010000000000000003 img/s: 366.05700134730455 loss: 1.1081 (1.0421) acc1: 71.8750 (74.0652) acc5: 87.5000 (89.5161) time: 0.0952 data: 0.0029 max mem: 3006 Epoch: [94] [350/391] eta: 0:00:04 lr: 0.00010000000000000003 img/s: 314.439900011011 loss: 0.9967 (1.0382) acc1: 75.0000 (74.2521) acc5: 90.6250 (89.5655) time: 0.1002 data: 0.0054 max mem: 3006 Epoch: [94] [360/391] eta: 0:00:03 lr: 0.00010000000000000003 img/s: 314.5091610369464 loss: 0.8232 (1.0350) acc1: 78.1250 (74.3248) acc5: 90.6250 (89.6035) time: 0.0974 data: 0.0052 max mem: 3006 Epoch: [94] [370/391] eta: 0:00:02 lr: 0.00010000000000000003 img/s: 866.865989369054 loss: 0.8116 (1.0317) acc1: 78.1250 (74.4272) acc5: 90.6250 (89.6479) time: 0.0674 data: 0.0020 max mem: 3006 Epoch: [94] [380/391] eta: 0:00:01 lr: 0.00010000000000000003 img/s: 866.8995834006136 loss: 0.9708 (1.0320) acc1: 75.0000 (74.4259) acc5: 87.5000 (89.6161) time: 0.0421 data: 0.0001 max mem: 3006 Epoch: [94] [390/391] eta: 0:00:00 lr: 0.00010000000000000003 img/s: 749.6521894548704 loss: 0.9347 (1.0299) acc1: 75.0000 (74.5040) acc5: 87.5000 (89.6080) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [94] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:37 loss: 1.7167 (1.7167) acc1: 59.3750 (59.3750) acc5: 84.3750 (84.3750) time: 2.4375 data: 2.4221 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.640 Acc@5 82.880 Test: EMA [ 0/40] eta: 0:01:20 loss: 1.7020 (1.7020) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.0006 data: 1.9897 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.890 Acc@5 82.970 Epoch: [95] [ 0/391] eta: 0:20:07 lr: 0.00010000000000000003 img/s: 750.9776415030998 loss: 1.0012 (1.0012) acc1: 71.8750 (71.8750) acc5: 96.8750 (96.8750) time: 3.0872 data: 3.0446 max mem: 3006 Epoch: [95] [ 10/391] eta: 0:02:16 lr: 0.00010000000000000003 img/s: 356.7931351647358 loss: 1.1164 (1.1200) acc1: 68.7500 (71.3068) acc5: 90.6250 (89.7727) time: 0.3586 data: 0.2918 max mem: 3006 Epoch: [95] [ 20/391] eta: 0:01:26 lr: 0.00010000000000000003 img/s: 452.8874611958429 loss: 0.9922 (1.0336) acc1: 71.8750 (74.1071) acc5: 90.6250 (89.4345) time: 0.0916 data: 0.0100 max mem: 3006 Epoch: [95] [ 30/391] eta: 0:01:08 lr: 0.00010000000000000003 img/s: 368.8141197031191 loss: 0.9279 (1.0150) acc1: 75.0000 (74.6976) acc5: 90.6250 (90.0202) time: 0.0963 data: 0.0032 max mem: 3006 Epoch: [95] [ 40/391] eta: 0:00:58 lr: 0.00010000000000000003 img/s: 451.5056430750806 loss: 1.0135 (1.0378) acc1: 75.0000 (74.5427) acc5: 90.6250 (89.5579) time: 0.0948 data: 0.0037 max mem: 3006 Epoch: [95] [ 50/391] eta: 0:00:51 lr: 0.00010000000000000003 img/s: 324.1269482479654 loss: 1.0906 (1.0423) acc1: 75.0000 (74.6936) acc5: 87.5000 (89.3382) time: 0.0927 data: 0.0033 max mem: 3006 Epoch: [95] [ 60/391] eta: 0:00:47 lr: 0.00010000000000000003 img/s: 435.76901448691893 loss: 1.0871 (1.0461) acc1: 75.0000 (74.7439) acc5: 87.5000 (89.0881) time: 0.0926 data: 0.0051 max mem: 3006 Epoch: [95] [ 70/391] eta: 0:00:43 lr: 0.00010000000000000003 img/s: 379.4398149980493 loss: 1.0124 (1.0422) acc1: 75.0000 (74.8680) acc5: 87.5000 (89.2165) time: 0.0952 data: 0.0042 max mem: 3006 Epoch: [95] [ 80/391] eta: 0:00:40 lr: 0.00010000000000000003 img/s: 436.3867527620088 loss: 0.8530 (1.0265) acc1: 75.0000 (75.0772) acc5: 93.7500 (89.7377) time: 0.0929 data: 0.0020 max mem: 3006 Epoch: [95] [ 90/391] eta: 0:00:37 lr: 0.00010000000000000003 img/s: 492.1339659585078 loss: 0.9720 (1.0169) acc1: 75.0000 (75.1374) acc5: 90.6250 (89.8695) time: 0.0912 data: 0.0027 max mem: 3006 Epoch: [95] [100/391] eta: 0:00:35 lr: 0.00010000000000000003 img/s: 365.8175514720713 loss: 0.9758 (1.0192) acc1: 75.0000 (75.1856) acc5: 90.6250 (89.9134) time: 0.0915 data: 0.0022 max mem: 3006 Epoch: [95] [110/391] eta: 0:00:33 lr: 0.00010000000000000003 img/s: 268.278781191784 loss: 0.9290 (1.0123) acc1: 75.0000 (75.3097) acc5: 90.6250 (90.1182) time: 0.0957 data: 0.0032 max mem: 3006 Epoch: [95] [120/391] eta: 0:00:32 lr: 0.00010000000000000003 img/s: 426.9459835160815 loss: 0.9408 (1.0165) acc1: 75.0000 (75.2583) acc5: 87.5000 (89.9535) time: 0.0967 data: 0.0029 max mem: 3006 Epoch: [95] [130/391] eta: 0:00:30 lr: 0.00010000000000000003 img/s: 328.63718790324356 loss: 0.9790 (1.0159) acc1: 75.0000 (75.3340) acc5: 87.5000 (89.9094) time: 0.0946 data: 0.0044 max mem: 3006 Epoch: [95] [140/391] eta: 0:00:28 lr: 0.00010000000000000003 img/s: 340.59016326882767 loss: 1.0298 (1.0257) acc1: 71.8750 (74.9557) acc5: 90.6250 (89.8493) time: 0.0958 data: 0.0046 max mem: 3006 Epoch: [95] [150/391] eta: 0:00:27 lr: 0.00010000000000000003 img/s: 267.5989417082201 loss: 1.0732 (1.0315) acc1: 71.8750 (74.7724) acc5: 90.6250 (89.7558) time: 0.1020 data: 0.0015 max mem: 3006 Epoch: [95] [160/391] eta: 0:00:26 lr: 0.00010000000000000003 img/s: 308.58906515841267 loss: 1.0732 (1.0314) acc1: 75.0000 (74.7283) acc5: 90.6250 (89.8098) time: 0.0980 data: 0.0032 max mem: 3006 Epoch: [95] [170/391] eta: 0:00:24 lr: 0.00010000000000000003 img/s: 305.9023794329474 loss: 1.0756 (1.0323) acc1: 75.0000 (74.7442) acc5: 90.6250 (89.6382) time: 0.0919 data: 0.0058 max mem: 3006 Epoch: [95] [180/391] eta: 0:00:23 lr: 0.00010000000000000003 img/s: 382.8961267555408 loss: 1.0712 (1.0288) acc1: 75.0000 (74.8446) acc5: 87.5000 (89.7099) time: 0.0937 data: 0.0039 max mem: 3006 Epoch: [95] [190/391] eta: 0:00:22 lr: 0.00010000000000000003 img/s: 281.2709757053374 loss: 0.9445 (1.0240) acc1: 78.1250 (75.0000) acc5: 90.6250 (89.7906) time: 0.0960 data: 0.0019 max mem: 3006 Epoch: [95] [200/391] eta: 0:00:20 lr: 0.00010000000000000003 img/s: 286.491282594218 loss: 0.9563 (1.0274) acc1: 75.0000 (74.9378) acc5: 87.5000 (89.6300) time: 0.0970 data: 0.0015 max mem: 3006 Epoch: [95] [210/391] eta: 0:00:19 lr: 0.00010000000000000003 img/s: 420.78480107847133 loss: 1.0626 (1.0286) acc1: 71.8750 (74.8963) acc5: 87.5000 (89.7068) time: 0.0949 data: 0.0010 max mem: 3006 Epoch: [95] [220/391] eta: 0:00:18 lr: 0.00010000000000000003 img/s: 354.75707636313655 loss: 0.9826 (1.0267) acc1: 75.0000 (74.9010) acc5: 90.6250 (89.7059) time: 0.0922 data: 0.0014 max mem: 3006 Epoch: [95] [230/391] eta: 0:00:17 lr: 0.00010000000000000003 img/s: 503.6728285261823 loss: 1.0135 (1.0272) acc1: 75.0000 (74.9053) acc5: 87.5000 (89.6645) time: 0.0888 data: 0.0019 max mem: 3006 Epoch: [95] [240/391] eta: 0:00:16 lr: 0.00010000000000000003 img/s: 388.0639208939904 loss: 1.0413 (1.0311) acc1: 75.0000 (74.7925) acc5: 87.5000 (89.6655) time: 0.0929 data: 0.0017 max mem: 3006 Epoch: [95] [250/391] eta: 0:00:14 lr: 0.00010000000000000003 img/s: 446.03499350310557 loss: 1.0413 (1.0305) acc1: 71.8750 (74.7634) acc5: 87.5000 (89.6539) time: 0.0977 data: 0.0025 max mem: 3006 Epoch: [95] [260/391] eta: 0:00:13 lr: 0.00010000000000000003 img/s: 317.9414894373037 loss: 1.1192 (1.0317) acc1: 71.8750 (74.7366) acc5: 87.5000 (89.5833) time: 0.0980 data: 0.0031 max mem: 3006 Epoch: [95] [270/391] eta: 0:00:12 lr: 0.00010000000000000003 img/s: 309.26313849103207 loss: 1.1600 (1.0337) acc1: 71.8750 (74.7002) acc5: 87.5000 (89.5987) time: 0.0962 data: 0.0043 max mem: 3006 Epoch: [95] [280/391] eta: 0:00:11 lr: 0.00010000000000000003 img/s: 252.48307063136886 loss: 1.0793 (1.0358) acc1: 71.8750 (74.6552) acc5: 87.5000 (89.5685) time: 0.0977 data: 0.0032 max mem: 3006 Epoch: [95] [290/391] eta: 0:00:10 lr: 0.00010000000000000003 img/s: 415.03877100431066 loss: 1.1351 (1.0416) acc1: 68.7500 (74.5275) acc5: 87.5000 (89.4223) time: 0.0941 data: 0.0012 max mem: 3006 Epoch: [95] [300/391] eta: 0:00:09 lr: 0.00010000000000000003 img/s: 381.9785926716471 loss: 1.0922 (1.0418) acc1: 68.7500 (74.4809) acc5: 87.5000 (89.3792) time: 0.0955 data: 0.0042 max mem: 3006 Epoch: [95] [310/391] eta: 0:00:08 lr: 0.00010000000000000003 img/s: 344.03598828073933 loss: 1.0029 (1.0430) acc1: 71.8750 (74.4775) acc5: 87.5000 (89.3589) time: 0.0939 data: 0.0042 max mem: 3006 Epoch: [95] [320/391] eta: 0:00:07 lr: 0.00010000000000000003 img/s: 409.4400624755955 loss: 0.9720 (1.0382) acc1: 75.0000 (74.6495) acc5: 90.6250 (89.4373) time: 0.0908 data: 0.0022 max mem: 3006 Epoch: [95] [330/391] eta: 0:00:06 lr: 0.00010000000000000003 img/s: 254.25850999945064 loss: 0.9081 (1.0385) acc1: 78.1250 (74.6224) acc5: 90.6250 (89.4354) time: 0.0984 data: 0.0037 max mem: 3006 Epoch: [95] [340/391] eta: 0:00:05 lr: 0.00010000000000000003 img/s: 314.91354629814293 loss: 1.0438 (1.0391) acc1: 71.8750 (74.5693) acc5: 87.5000 (89.3970) time: 0.0976 data: 0.0056 max mem: 3006 Epoch: [95] [350/391] eta: 0:00:04 lr: 0.00010000000000000003 img/s: 400.73965216093154 loss: 1.0938 (1.0396) acc1: 71.8750 (74.5816) acc5: 87.5000 (89.4142) time: 0.0951 data: 0.0053 max mem: 3006 Epoch: [95] [360/391] eta: 0:00:03 lr: 0.00010000000000000003 img/s: 446.0557462803133 loss: 1.0795 (1.0439) acc1: 71.8750 (74.4373) acc5: 90.6250 (89.3958) time: 0.0976 data: 0.0032 max mem: 3006 Epoch: [95] [370/391] eta: 0:00:02 lr: 0.00010000000000000003 img/s: 870.3229755667376 loss: 1.0795 (1.0457) acc1: 71.8750 (74.4188) acc5: 87.5000 (89.3784) time: 0.0702 data: 0.0012 max mem: 3006 Epoch: [95] [380/391] eta: 0:00:01 lr: 0.00010000000000000003 img/s: 869.1563303393924 loss: 0.9310 (1.0420) acc1: 75.0000 (74.4587) acc5: 90.6250 (89.4357) time: 0.0394 data: 0.0001 max mem: 3006 Epoch: [95] [390/391] eta: 0:00:00 lr: 0.00010000000000000003 img/s: 750.248902165261 loss: 1.0252 (1.0443) acc1: 75.0000 (74.4560) acc5: 90.6250 (89.3680) time: 0.0364 data: 0.0001 max mem: 3006 Epoch: [95] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:59 loss: 1.7647 (1.7647) acc1: 59.3750 (59.3750) acc5: 84.3750 (84.3750) time: 2.9756 data: 2.9632 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.600 Acc@5 82.730 Test: EMA [ 0/40] eta: 0:01:47 loss: 1.7074 (1.7074) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.6961 data: 2.6845 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.950 Acc@5 83.000 Epoch: [96] [ 0/391] eta: 0:17:40 lr: 0.00010000000000000003 img/s: 670.6594179724976 loss: 0.7590 (0.7590) acc1: 75.0000 (75.0000) acc5: 96.8750 (96.8750) time: 2.7128 data: 2.6651 max mem: 3006 Epoch: [96] [ 10/391] eta: 0:02:02 lr: 0.00010000000000000003 img/s: 247.68216720951474 loss: 1.0465 (1.0168) acc1: 75.0000 (74.4318) acc5: 90.6250 (90.3409) time: 0.3226 data: 0.2530 max mem: 3006 Epoch: [96] [ 20/391] eta: 0:01:20 lr: 0.00010000000000000003 img/s: 332.3833543006013 loss: 0.9835 (1.0194) acc1: 75.0000 (74.1071) acc5: 87.5000 (90.3274) time: 0.0928 data: 0.0074 max mem: 3006 Epoch: [96] [ 30/391] eta: 0:01:03 lr: 0.00010000000000000003 img/s: 537.9748363642194 loss: 0.9835 (1.0412) acc1: 78.1250 (74.6976) acc5: 87.5000 (89.8185) time: 0.0950 data: 0.0034 max mem: 3006 Epoch: [96] [ 40/391] eta: 0:00:54 lr: 0.00010000000000000003 img/s: 591.6037219388992 loss: 1.0124 (1.0276) acc1: 78.1250 (74.3902) acc5: 87.5000 (89.9390) time: 0.0927 data: 0.0033 max mem: 3006 Epoch: [96] [ 50/391] eta: 0:00:48 lr: 0.00010000000000000003 img/s: 434.6443090813118 loss: 0.8776 (1.0100) acc1: 75.0000 (75.1225) acc5: 90.6250 (90.0123) time: 0.0937 data: 0.0019 max mem: 3006 Epoch: [96] [ 60/391] eta: 0:00:44 lr: 0.00010000000000000003 img/s: 296.3465604493628 loss: 0.9764 (1.0176) acc1: 78.1250 (74.9488) acc5: 90.6250 (89.9078) time: 0.0914 data: 0.0026 max mem: 3006 Epoch: [96] [ 70/391] eta: 0:00:41 lr: 0.00010000000000000003 img/s: 432.7621799046888 loss: 0.9764 (1.0123) acc1: 75.0000 (74.9120) acc5: 90.6250 (90.0528) time: 0.0960 data: 0.0062 max mem: 3006 Epoch: [96] [ 80/391] eta: 0:00:38 lr: 0.00010000000000000003 img/s: 333.9189694163658 loss: 0.9759 (1.0116) acc1: 75.0000 (75.0772) acc5: 90.6250 (90.0463) time: 0.0945 data: 0.0050 max mem: 3006 Epoch: [96] [ 90/391] eta: 0:00:36 lr: 0.00010000000000000003 img/s: 323.0130295197801 loss: 1.0256 (1.0168) acc1: 75.0000 (75.0687) acc5: 87.5000 (89.9725) time: 0.0933 data: 0.0014 max mem: 3006 Epoch: [96] [100/391] eta: 0:00:34 lr: 0.00010000000000000003 img/s: 344.45096071673294 loss: 1.1440 (1.0232) acc1: 71.8750 (75.0309) acc5: 87.5000 (89.9134) time: 0.0940 data: 0.0011 max mem: 3006 Epoch: [96] [110/391] eta: 0:00:32 lr: 0.00010000000000000003 img/s: 378.05254856009736 loss: 1.0472 (1.0173) acc1: 71.8750 (75.1408) acc5: 90.6250 (90.0619) time: 0.0940 data: 0.0024 max mem: 3006 Epoch: [96] [120/391] eta: 0:00:31 lr: 0.00010000000000000003 img/s: 382.24729443393863 loss: 0.9880 (1.0194) acc1: 71.8750 (75.0000) acc5: 90.6250 (90.0052) time: 0.0977 data: 0.0026 max mem: 3006 Epoch: [96] [130/391] eta: 0:00:29 lr: 0.00010000000000000003 img/s: 441.78179783417266 loss: 0.9880 (1.0196) acc1: 71.8750 (74.7376) acc5: 90.6250 (90.0286) time: 0.0964 data: 0.0019 max mem: 3006 Epoch: [96] [140/391] eta: 0:00:28 lr: 0.00010000000000000003 img/s: 654.4428852145675 loss: 0.9992 (1.0214) acc1: 71.8750 (74.6011) acc5: 90.6250 (90.0931) time: 0.0941 data: 0.0030 max mem: 3006 Epoch: [96] [150/391] eta: 0:00:26 lr: 0.00010000000000000003 img/s: 314.10948850445595 loss: 1.0475 (1.0297) acc1: 71.8750 (74.5654) acc5: 90.6250 (89.8800) time: 0.0943 data: 0.0028 max mem: 3006 Epoch: [96] [160/391] eta: 0:00:25 lr: 0.00010000000000000003 img/s: 358.72226216407637 loss: 0.9612 (1.0262) acc1: 75.0000 (74.5148) acc5: 90.6250 (89.9262) time: 0.0980 data: 0.0023 max mem: 3006 Epoch: [96] [170/391] eta: 0:00:24 lr: 0.00010000000000000003 img/s: 417.34887249841415 loss: 0.9033 (1.0233) acc1: 75.0000 (74.5980) acc5: 90.6250 (89.9123) time: 0.0945 data: 0.0027 max mem: 3006 Epoch: [96] [180/391] eta: 0:00:22 lr: 0.00010000000000000003 img/s: 342.8084306453755 loss: 1.0168 (1.0304) acc1: 75.0000 (74.5338) acc5: 87.5000 (89.7099) time: 0.0936 data: 0.0028 max mem: 3006 Epoch: [96] [190/391] eta: 0:00:21 lr: 0.00010000000000000003 img/s: 379.32828759573806 loss: 1.0168 (1.0239) acc1: 75.0000 (74.7546) acc5: 87.5000 (89.8069) time: 0.0983 data: 0.0027 max mem: 3006 Epoch: [96] [200/391] eta: 0:00:20 lr: 0.00010000000000000003 img/s: 240.65647866741975 loss: 1.0121 (1.0322) acc1: 75.0000 (74.6269) acc5: 90.6250 (89.6766) time: 0.0954 data: 0.0026 max mem: 3006 Epoch: [96] [210/391] eta: 0:00:19 lr: 0.00010000000000000003 img/s: 372.9409764094585 loss: 1.1104 (1.0332) acc1: 71.8750 (74.5557) acc5: 87.5000 (89.6327) time: 0.0984 data: 0.0028 max mem: 3006 Epoch: [96] [220/391] eta: 0:00:18 lr: 0.00010000000000000003 img/s: 299.2838383545577 loss: 0.9757 (1.0342) acc1: 75.0000 (74.5334) acc5: 87.5000 (89.5503) time: 0.1012 data: 0.0018 max mem: 3006 Epoch: [96] [230/391] eta: 0:00:17 lr: 0.00010000000000000003 img/s: 261.8667894533521 loss: 0.9597 (1.0318) acc1: 78.1250 (74.6347) acc5: 90.6250 (89.6510) time: 0.0967 data: 0.0032 max mem: 3006 Epoch: [96] [240/391] eta: 0:00:15 lr: 0.00010000000000000003 img/s: 297.2911274085264 loss: 0.9289 (1.0285) acc1: 78.1250 (74.6629) acc5: 93.7500 (89.7433) time: 0.0951 data: 0.0038 max mem: 3006 Epoch: [96] [250/391] eta: 0:00:14 lr: 0.00010000000000000003 img/s: 231.61313635587092 loss: 0.9280 (1.0262) acc1: 75.0000 (74.7883) acc5: 93.7500 (89.8157) time: 0.1003 data: 0.0020 max mem: 3006 Epoch: [96] [260/391] eta: 0:00:13 lr: 0.00010000000000000003 img/s: 368.31718293780597 loss: 0.8509 (1.0213) acc1: 78.1250 (74.9042) acc5: 93.7500 (89.8707) time: 0.0986 data: 0.0015 max mem: 3006 Epoch: [96] [270/391] eta: 0:00:12 lr: 0.00010000000000000003 img/s: 358.7491092596899 loss: 0.9045 (1.0215) acc1: 71.8750 (74.8386) acc5: 90.6250 (89.8870) time: 0.0934 data: 0.0016 max mem: 3006 Epoch: [96] [280/391] eta: 0:00:11 lr: 0.00010000000000000003 img/s: 223.9888921524125 loss: 1.0775 (1.0236) acc1: 71.8750 (74.7553) acc5: 90.6250 (89.8799) time: 0.0982 data: 0.0031 max mem: 3006 Epoch: [96] [290/391] eta: 0:00:10 lr: 0.00010000000000000003 img/s: 347.6809943088357 loss: 0.9755 (1.0254) acc1: 71.8750 (74.6886) acc5: 90.6250 (89.8733) time: 0.0990 data: 0.0028 max mem: 3006 Epoch: [96] [300/391] eta: 0:00:09 lr: 0.00010000000000000003 img/s: 298.59870253530653 loss: 0.9565 (1.0220) acc1: 71.8750 (74.6470) acc5: 90.6250 (89.9086) time: 0.0930 data: 0.0015 max mem: 3006 Epoch: [96] [310/391] eta: 0:00:08 lr: 0.00010000000000000003 img/s: 392.92514330212595 loss: 1.0077 (1.0281) acc1: 71.8750 (74.5378) acc5: 90.6250 (89.7609) time: 0.0964 data: 0.0023 max mem: 3006 Epoch: [96] [320/391] eta: 0:00:07 lr: 0.00010000000000000003 img/s: 333.405523566322 loss: 1.0826 (1.0282) acc1: 68.7500 (74.5132) acc5: 87.5000 (89.7391) time: 0.0986 data: 0.0023 max mem: 3006 Epoch: [96] [330/391] eta: 0:00:06 lr: 0.00010000000000000003 img/s: 325.92465384185755 loss: 0.9930 (1.0300) acc1: 68.7500 (74.4430) acc5: 90.6250 (89.7470) time: 0.0968 data: 0.0026 max mem: 3006 Epoch: [96] [340/391] eta: 0:00:05 lr: 0.00010000000000000003 img/s: 330.9988779091131 loss: 0.8440 (1.0251) acc1: 78.1250 (74.6151) acc5: 90.6250 (89.7727) time: 0.0962 data: 0.0024 max mem: 3006 Epoch: [96] [350/391] eta: 0:00:04 lr: 0.00010000000000000003 img/s: 440.179354313975 loss: 0.9269 (1.0266) acc1: 75.0000 (74.5370) acc5: 90.6250 (89.7881) time: 0.0930 data: 0.0019 max mem: 3006 Epoch: [96] [360/391] eta: 0:00:03 lr: 0.00010000000000000003 img/s: 359.13019559575093 loss: 1.0463 (1.0276) acc1: 71.8750 (74.5239) acc5: 90.6250 (89.7767) time: 0.0990 data: 0.0013 max mem: 3006 Epoch: [96] [370/391] eta: 0:00:02 lr: 0.00010000000000000003 img/s: 869.5899343034481 loss: 1.0526 (1.0305) acc1: 71.8750 (74.4272) acc5: 87.5000 (89.6900) time: 0.0721 data: 0.0003 max mem: 3006 Epoch: [96] [380/391] eta: 0:00:01 lr: 0.00010000000000000003 img/s: 870.5261901673368 loss: 1.1436 (1.0336) acc1: 71.8750 (74.3766) acc5: 87.5000 (89.5997) time: 0.0376 data: 0.0001 max mem: 3006 Epoch: [96] [390/391] eta: 0:00:00 lr: 0.00010000000000000003 img/s: 752.1458992728349 loss: 1.0412 (1.0327) acc1: 71.8750 (74.3920) acc5: 87.5000 (89.6080) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [96] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:16 loss: 1.7000 (1.7000) acc1: 65.6250 (65.6250) acc5: 81.2500 (81.2500) time: 1.9022 data: 1.8905 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.630 Acc@5 82.820 Test: EMA [ 0/40] eta: 0:01:45 loss: 1.7059 (1.7059) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 2.6397 data: 2.6288 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.940 Acc@5 82.990 Epoch: [97] [ 0/391] eta: 0:19:41 lr: 0.00010000000000000003 img/s: 933.2535652947844 loss: 1.2184 (1.2184) acc1: 71.8750 (71.8750) acc5: 90.6250 (90.6250) time: 3.0226 data: 2.9883 max mem: 3006 Epoch: [97] [ 10/391] eta: 0:02:15 lr: 0.00010000000000000003 img/s: 310.90293095021343 loss: 1.0898 (1.1126) acc1: 75.0000 (74.1477) acc5: 90.6250 (87.7841) time: 0.3553 data: 0.2783 max mem: 3006 Epoch: [97] [ 20/391] eta: 0:01:25 lr: 0.00010000000000000003 img/s: 383.9893801765202 loss: 1.0619 (1.1281) acc1: 71.8750 (72.6190) acc5: 87.5000 (88.2440) time: 0.0908 data: 0.0051 max mem: 3006 Epoch: [97] [ 30/391] eta: 0:01:07 lr: 0.00010000000000000003 img/s: 295.9512252129487 loss: 1.1173 (1.1365) acc1: 68.7500 (71.6734) acc5: 87.5000 (88.8105) time: 0.0952 data: 0.0032 max mem: 3006 Epoch: [97] [ 40/391] eta: 0:00:58 lr: 0.00010000000000000003 img/s: 373.19918474256275 loss: 1.1173 (1.1215) acc1: 71.8750 (72.3323) acc5: 87.5000 (88.9482) time: 0.0972 data: 0.0037 max mem: 3006 Epoch: [97] [ 50/391] eta: 0:00:51 lr: 0.00010000000000000003 img/s: 400.4228288433426 loss: 1.0990 (1.1084) acc1: 75.0000 (72.6103) acc5: 87.5000 (88.7868) time: 0.0942 data: 0.0032 max mem: 3006 Epoch: [97] [ 60/391] eta: 0:00:47 lr: 0.00010000000000000003 img/s: 322.1354326173047 loss: 1.0971 (1.0991) acc1: 75.0000 (72.8996) acc5: 87.5000 (88.8320) time: 0.0953 data: 0.0019 max mem: 3006 Epoch: [97] [ 70/391] eta: 0:00:43 lr: 0.00010000000000000003 img/s: 318.23020985719467 loss: 1.0520 (1.0896) acc1: 75.0000 (73.0634) acc5: 87.5000 (88.9085) time: 0.1003 data: 0.0016 max mem: 3006 Epoch: [97] [ 80/391] eta: 0:00:41 lr: 0.00010000000000000003 img/s: 357.40023805783153 loss: 1.0111 (1.0688) acc1: 75.0000 (73.5725) acc5: 90.6250 (89.1975) time: 0.0998 data: 0.0025 max mem: 3006 Epoch: [97] [ 90/391] eta: 0:00:38 lr: 0.00010000000000000003 img/s: 354.7055117444343 loss: 0.8994 (1.0555) acc1: 75.0000 (73.9011) acc5: 90.6250 (89.5604) time: 0.0923 data: 0.0025 max mem: 3006 Epoch: [97] [100/391] eta: 0:00:36 lr: 0.00010000000000000003 img/s: 432.57109891420305 loss: 1.0349 (1.0661) acc1: 75.0000 (73.6696) acc5: 90.6250 (89.1708) time: 0.0939 data: 0.0020 max mem: 3006 Epoch: [97] [110/391] eta: 0:00:34 lr: 0.00010000000000000003 img/s: 485.2008979730536 loss: 1.1409 (1.0680) acc1: 71.8750 (73.7050) acc5: 87.5000 (89.0766) time: 0.0966 data: 0.0028 max mem: 3006 Epoch: [97] [120/391] eta: 0:00:32 lr: 0.00010000000000000003 img/s: 477.04049332693575 loss: 1.0996 (1.0573) acc1: 75.0000 (74.0961) acc5: 87.5000 (89.2562) time: 0.0905 data: 0.0041 max mem: 3006 Epoch: [97] [130/391] eta: 0:00:30 lr: 0.00010000000000000003 img/s: 303.58171874222484 loss: 0.9884 (1.0528) acc1: 75.0000 (74.3321) acc5: 90.6250 (89.1937) time: 0.0898 data: 0.0038 max mem: 3006 Epoch: [97] [140/391] eta: 0:00:28 lr: 0.00010000000000000003 img/s: 356.32615200002124 loss: 0.9737 (1.0452) acc1: 75.0000 (74.5124) acc5: 90.6250 (89.2730) time: 0.0943 data: 0.0021 max mem: 3006 Epoch: [97] [150/391] eta: 0:00:27 lr: 0.00010000000000000003 img/s: 260.2808567577788 loss: 1.0271 (1.0457) acc1: 75.0000 (74.5861) acc5: 90.6250 (89.2798) time: 0.0963 data: 0.0030 max mem: 3006 Epoch: [97] [160/391] eta: 0:00:26 lr: 0.00010000000000000003 img/s: 603.3803176544103 loss: 1.0271 (1.0421) acc1: 75.0000 (74.7283) acc5: 90.6250 (89.3634) time: 0.0949 data: 0.0048 max mem: 3006 Epoch: [97] [170/391] eta: 0:00:24 lr: 0.00010000000000000003 img/s: 448.9307627470131 loss: 0.9703 (1.0408) acc1: 75.0000 (74.5797) acc5: 87.5000 (89.2544) time: 0.0953 data: 0.0028 max mem: 3006 Epoch: [97] [180/391] eta: 0:00:23 lr: 0.00010000000000000003 img/s: 312.40524454934166 loss: 0.9922 (1.0409) acc1: 71.8750 (74.5856) acc5: 87.5000 (89.2610) time: 0.0949 data: 0.0016 max mem: 3006 Epoch: [97] [190/391] eta: 0:00:22 lr: 0.00010000000000000003 img/s: 267.1770520846812 loss: 1.0286 (1.0420) acc1: 71.8750 (74.5419) acc5: 90.6250 (89.2997) time: 0.0974 data: 0.0027 max mem: 3006 Epoch: [97] [200/391] eta: 0:00:20 lr: 0.00010000000000000003 img/s: 290.0405787079556 loss: 1.0421 (1.0383) acc1: 78.1250 (74.6424) acc5: 90.6250 (89.3190) time: 0.0969 data: 0.0017 max mem: 3006 Epoch: [97] [210/391] eta: 0:00:19 lr: 0.00010000000000000003 img/s: 340.5547314870025 loss: 1.0167 (1.0379) acc1: 78.1250 (74.7038) acc5: 90.6250 (89.4402) time: 0.0967 data: 0.0007 max mem: 3006 Epoch: [97] [220/391] eta: 0:00:18 lr: 0.00010000000000000003 img/s: 447.09585308412085 loss: 0.9657 (1.0358) acc1: 78.1250 (74.7738) acc5: 90.6250 (89.4796) time: 0.0941 data: 0.0022 max mem: 3006 Epoch: [97] [230/391] eta: 0:00:17 lr: 0.00010000000000000003 img/s: 338.2929502205419 loss: 0.9657 (1.0360) acc1: 78.1250 (74.6618) acc5: 90.6250 (89.4751) time: 0.0970 data: 0.0034 max mem: 3006 Epoch: [97] [240/391] eta: 0:00:16 lr: 0.00010000000000000003 img/s: 300.56730295511346 loss: 0.8605 (1.0301) acc1: 78.1250 (74.8833) acc5: 90.6250 (89.5228) time: 0.0992 data: 0.0024 max mem: 3006 Epoch: [97] [250/391] eta: 0:00:15 lr: 0.00010000000000000003 img/s: 447.05117760109783 loss: 0.8891 (1.0281) acc1: 78.1250 (74.8879) acc5: 90.6250 (89.5418) time: 0.0928 data: 0.0023 max mem: 3006 Epoch: [97] [260/391] eta: 0:00:13 lr: 0.00010000000000000003 img/s: 260.584058322736 loss: 1.0679 (1.0313) acc1: 71.8750 (74.8324) acc5: 90.6250 (89.5474) time: 0.0966 data: 0.0027 max mem: 3006 Epoch: [97] [270/391] eta: 0:00:12 lr: 0.00010000000000000003 img/s: 277.5094603340012 loss: 1.0974 (1.0341) acc1: 71.8750 (74.6771) acc5: 90.6250 (89.4949) time: 0.0997 data: 0.0028 max mem: 3006 Epoch: [97] [280/391] eta: 0:00:11 lr: 0.00010000000000000003 img/s: 308.51104011033215 loss: 1.0974 (1.0318) acc1: 71.8750 (74.6775) acc5: 90.6250 (89.6019) time: 0.0948 data: 0.0025 max mem: 3006 Epoch: [97] [290/391] eta: 0:00:10 lr: 0.00010000000000000003 img/s: 361.99043629998624 loss: 0.8958 (1.0298) acc1: 75.0000 (74.7101) acc5: 90.6250 (89.6585) time: 0.0894 data: 0.0019 max mem: 3006 Epoch: [97] [300/391] eta: 0:00:09 lr: 0.00010000000000000003 img/s: 319.858461069168 loss: 0.8882 (1.0263) acc1: 75.0000 (74.7924) acc5: 90.6250 (89.7425) time: 0.0950 data: 0.0017 max mem: 3006 Epoch: [97] [310/391] eta: 0:00:08 lr: 0.00010000000000000003 img/s: 341.78444958835945 loss: 0.9788 (1.0245) acc1: 78.1250 (74.7990) acc5: 90.6250 (89.7809) time: 0.0997 data: 0.0024 max mem: 3006 Epoch: [97] [320/391] eta: 0:00:07 lr: 0.00010000000000000003 img/s: 419.54970944862447 loss: 1.0771 (1.0264) acc1: 71.8750 (74.7371) acc5: 90.6250 (89.8072) time: 0.0940 data: 0.0020 max mem: 3006 Epoch: [97] [330/391] eta: 0:00:06 lr: 0.00010000000000000003 img/s: 397.2443055358242 loss: 1.0527 (1.0241) acc1: 71.8750 (74.7640) acc5: 90.6250 (89.9075) time: 0.0939 data: 0.0006 max mem: 3006 Epoch: [97] [340/391] eta: 0:00:05 lr: 0.00010000000000000003 img/s: 428.2168750039881 loss: 0.9848 (1.0246) acc1: 75.0000 (74.7067) acc5: 93.7500 (89.9560) time: 0.0972 data: 0.0026 max mem: 3006 Epoch: [97] [350/391] eta: 0:00:04 lr: 0.00010000000000000003 img/s: 521.7789768729275 loss: 0.9897 (1.0251) acc1: 75.0000 (74.7329) acc5: 90.6250 (89.9395) time: 0.0942 data: 0.0034 max mem: 3006 Epoch: [97] [360/391] eta: 0:00:03 lr: 0.00010000000000000003 img/s: 369.31646405556074 loss: 0.9776 (1.0253) acc1: 75.0000 (74.6711) acc5: 90.6250 (89.8979) time: 0.0981 data: 0.0043 max mem: 3006 Epoch: [97] [370/391] eta: 0:00:02 lr: 0.00010000000000000003 img/s: 867.459867506867 loss: 1.0396 (1.0265) acc1: 71.8750 (74.6631) acc5: 87.5000 (89.8248) time: 0.0738 data: 0.0032 max mem: 3006 Epoch: [97] [380/391] eta: 0:00:01 lr: 0.00010000000000000003 img/s: 866.8044070730164 loss: 1.0396 (1.0282) acc1: 71.8750 (74.6555) acc5: 84.3750 (89.7802) time: 0.0402 data: 0.0001 max mem: 3006 Epoch: [97] [390/391] eta: 0:00:00 lr: 0.00010000000000000003 img/s: 750.4032633198555 loss: 0.9022 (1.0263) acc1: 75.0000 (74.7200) acc5: 90.6250 (89.7920) time: 0.0366 data: 0.0001 max mem: 3006 Epoch: [97] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:33 loss: 1.7293 (1.7293) acc1: 59.3750 (59.3750) acc5: 84.3750 (84.3750) time: 2.3284 data: 2.3158 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.830 Acc@5 82.990 Test: EMA [ 0/40] eta: 0:00:57 loss: 1.7073 (1.7073) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.4497 data: 1.4386 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.950 Acc@5 83.010 Epoch: [98] [ 0/391] eta: 0:17:45 lr: 0.00010000000000000003 img/s: 590.0328739421915 loss: 0.7798 (0.7798) acc1: 75.0000 (75.0000) acc5: 93.7500 (93.7500) time: 2.7257 data: 2.6715 max mem: 3006 Epoch: [98] [ 10/391] eta: 0:02:05 lr: 0.00010000000000000003 img/s: 339.0218364877733 loss: 1.0661 (1.1571) acc1: 68.7500 (71.3068) acc5: 87.5000 (87.2159) time: 0.3305 data: 0.2721 max mem: 3006 Epoch: [98] [ 20/391] eta: 0:01:21 lr: 0.00010000000000000003 img/s: 391.2015412820505 loss: 1.0106 (1.0906) acc1: 71.8750 (73.0655) acc5: 87.5000 (88.3929) time: 0.0931 data: 0.0167 max mem: 3006 Epoch: [98] [ 30/391] eta: 0:01:04 lr: 0.00010000000000000003 img/s: 362.09102337903386 loss: 0.9280 (1.0761) acc1: 78.1250 (74.2944) acc5: 87.5000 (88.4073) time: 0.0947 data: 0.0019 max mem: 3006 Epoch: [98] [ 40/391] eta: 0:00:55 lr: 0.00010000000000000003 img/s: 424.6348306430691 loss: 0.9641 (1.0675) acc1: 78.1250 (74.3140) acc5: 87.5000 (88.8720) time: 0.0936 data: 0.0016 max mem: 3006 Epoch: [98] [ 50/391] eta: 0:00:49 lr: 0.00010000000000000003 img/s: 324.2765215668557 loss: 0.9656 (1.0616) acc1: 75.0000 (74.0809) acc5: 90.6250 (89.0931) time: 0.0940 data: 0.0011 max mem: 3006 Epoch: [98] [ 60/391] eta: 0:00:45 lr: 0.00010000000000000003 img/s: 318.85391197753586 loss: 1.0360 (1.0719) acc1: 75.0000 (74.0266) acc5: 87.5000 (89.0369) time: 0.0923 data: 0.0032 max mem: 3006 Epoch: [98] [ 70/391] eta: 0:00:41 lr: 0.00010000000000000003 img/s: 270.58007366385976 loss: 1.0552 (1.0683) acc1: 71.8750 (73.9437) acc5: 87.5000 (88.9965) time: 0.0916 data: 0.0029 max mem: 3006 Epoch: [98] [ 80/391] eta: 0:00:39 lr: 0.00010000000000000003 img/s: 343.6924077568966 loss: 0.9994 (1.0742) acc1: 75.0000 (73.7269) acc5: 90.6250 (89.1204) time: 0.0944 data: 0.0023 max mem: 3006 Epoch: [98] [ 90/391] eta: 0:00:36 lr: 0.00010000000000000003 img/s: 358.981312435642 loss: 0.9887 (1.0604) acc1: 75.0000 (74.0041) acc5: 90.6250 (89.3201) time: 0.0926 data: 0.0027 max mem: 3006 Epoch: [98] [100/391] eta: 0:00:34 lr: 0.00010000000000000003 img/s: 381.10980873199765 loss: 0.9887 (1.0603) acc1: 75.0000 (74.1337) acc5: 90.6250 (89.3255) time: 0.0910 data: 0.0021 max mem: 3006 Epoch: [98] [110/391] eta: 0:00:32 lr: 0.00010000000000000003 img/s: 280.76144495647935 loss: 0.9397 (1.0490) acc1: 78.1250 (74.6903) acc5: 90.6250 (89.4989) time: 0.0924 data: 0.0020 max mem: 3006 Epoch: [98] [120/391] eta: 0:00:31 lr: 0.00010000000000000003 img/s: 377.4030340095885 loss: 0.9587 (1.0494) acc1: 78.1250 (74.6384) acc5: 87.5000 (89.2304) time: 0.0933 data: 0.0034 max mem: 3006 Epoch: [98] [130/391] eta: 0:00:29 lr: 0.00010000000000000003 img/s: 386.5027788816513 loss: 0.9904 (1.0553) acc1: 71.8750 (74.5468) acc5: 87.5000 (89.2414) time: 0.0934 data: 0.0037 max mem: 3006 Epoch: [98] [140/391] eta: 0:00:28 lr: 0.00010000000000000003 img/s: 235.5688851446223 loss: 0.9292 (1.0462) acc1: 75.0000 (74.7562) acc5: 90.6250 (89.4504) time: 0.0987 data: 0.0028 max mem: 3006 Epoch: [98] [150/391] eta: 0:00:26 lr: 0.00010000000000000003 img/s: 341.62698853079075 loss: 0.8504 (1.0435) acc1: 75.0000 (74.7310) acc5: 93.7500 (89.5902) time: 0.0991 data: 0.0022 max mem: 3006 Epoch: [98] [160/391] eta: 0:00:25 lr: 0.00010000000000000003 img/s: 361.0148179429177 loss: 0.9915 (1.0438) acc1: 75.0000 (74.7865) acc5: 90.6250 (89.4992) time: 0.0973 data: 0.0042 max mem: 3006 Epoch: [98] [170/391] eta: 0:00:24 lr: 0.00010000000000000003 img/s: 342.44457825177324 loss: 1.0117 (1.0471) acc1: 78.1250 (74.7259) acc5: 87.5000 (89.3640) time: 0.0990 data: 0.0049 max mem: 3006 Epoch: [98] [180/391] eta: 0:00:23 lr: 0.00010000000000000003 img/s: 395.81158082543243 loss: 1.0324 (1.0472) acc1: 75.0000 (74.7065) acc5: 87.5000 (89.3819) time: 0.0969 data: 0.0018 max mem: 3006 Epoch: [98] [190/391] eta: 0:00:21 lr: 0.00010000000000000003 img/s: 253.2534199790933 loss: 1.0002 (1.0435) acc1: 75.0000 (74.6728) acc5: 90.6250 (89.4470) time: 0.0966 data: 0.0024 max mem: 3006 Epoch: [98] [200/391] eta: 0:00:20 lr: 0.00010000000000000003 img/s: 543.6271097195952 loss: 0.9595 (1.0330) acc1: 75.0000 (75.0466) acc5: 90.6250 (89.5833) time: 0.0983 data: 0.0021 max mem: 3006 Epoch: [98] [210/391] eta: 0:00:19 lr: 0.00010000000000000003 img/s: 407.0768885478495 loss: 0.9291 (1.0284) acc1: 75.0000 (75.1481) acc5: 93.7500 (89.6771) time: 0.0954 data: 0.0007 max mem: 3006 Epoch: [98] [220/391] eta: 0:00:18 lr: 0.00010000000000000003 img/s: 242.27682698990046 loss: 1.1156 (1.0365) acc1: 75.0000 (74.9717) acc5: 90.6250 (89.6352) time: 0.0975 data: 0.0015 max mem: 3006 Epoch: [98] [230/391] eta: 0:00:17 lr: 0.00010000000000000003 img/s: 447.5057948013497 loss: 1.1465 (1.0355) acc1: 75.0000 (74.9729) acc5: 90.6250 (89.7051) time: 0.0976 data: 0.0038 max mem: 3006 Epoch: [98] [240/391] eta: 0:00:15 lr: 0.00010000000000000003 img/s: 399.0976232742497 loss: 1.0859 (1.0398) acc1: 75.0000 (74.8444) acc5: 90.6250 (89.6525) time: 0.0918 data: 0.0057 max mem: 3006 Epoch: [98] [250/391] eta: 0:00:14 lr: 0.00010000000000000003 img/s: 309.13278747049003 loss: 0.9544 (1.0351) acc1: 78.1250 (74.9751) acc5: 90.6250 (89.6912) time: 0.0955 data: 0.0060 max mem: 3006 Epoch: [98] [260/391] eta: 0:00:13 lr: 0.00010000000000000003 img/s: 341.5574387084625 loss: 0.8888 (1.0346) acc1: 75.0000 (74.9641) acc5: 90.6250 (89.7150) time: 0.0963 data: 0.0055 max mem: 3006 Epoch: [98] [270/391] eta: 0:00:12 lr: 0.00010000000000000003 img/s: 341.62872763925515 loss: 0.9750 (1.0349) acc1: 75.0000 (74.9885) acc5: 87.5000 (89.6679) time: 0.0950 data: 0.0027 max mem: 3006 Epoch: [98] [280/391] eta: 0:00:11 lr: 0.00010000000000000003 img/s: 340.2085796266818 loss: 0.9694 (1.0342) acc1: 75.0000 (75.0000) acc5: 87.5000 (89.7131) time: 0.0966 data: 0.0026 max mem: 3006 Epoch: [98] [290/391] eta: 0:00:10 lr: 0.00010000000000000003 img/s: 441.3924322048948 loss: 0.9519 (1.0349) acc1: 75.0000 (74.9785) acc5: 90.6250 (89.7337) time: 0.0956 data: 0.0033 max mem: 3006 Epoch: [98] [300/391] eta: 0:00:09 lr: 0.00010000000000000003 img/s: 327.02929473825276 loss: 1.1078 (1.0382) acc1: 75.0000 (74.8547) acc5: 87.5000 (89.6699) time: 0.0942 data: 0.0018 max mem: 3006 Epoch: [98] [310/391] eta: 0:00:08 lr: 0.00010000000000000003 img/s: 320.18809878239625 loss: 1.1078 (1.0381) acc1: 75.0000 (74.9297) acc5: 87.5000 (89.6704) time: 0.0955 data: 0.0019 max mem: 3006 Epoch: [98] [320/391] eta: 0:00:07 lr: 0.00010000000000000003 img/s: 337.1610070287026 loss: 0.8864 (1.0338) acc1: 78.1250 (74.9903) acc5: 90.6250 (89.7488) time: 0.0967 data: 0.0015 max mem: 3006 Epoch: [98] [330/391] eta: 0:00:06 lr: 0.00010000000000000003 img/s: 325.7996523968114 loss: 1.0058 (1.0393) acc1: 71.8750 (74.8489) acc5: 87.5000 (89.6526) time: 0.0958 data: 0.0024 max mem: 3006 Epoch: [98] [340/391] eta: 0:00:05 lr: 0.00010000000000000003 img/s: 380.42818878310237 loss: 1.1575 (1.0438) acc1: 71.8750 (74.7709) acc5: 87.5000 (89.5986) time: 0.0961 data: 0.0026 max mem: 3006 Epoch: [98] [350/391] eta: 0:00:04 lr: 0.00010000000000000003 img/s: 310.4513162368648 loss: 1.0935 (1.0436) acc1: 71.8750 (74.7774) acc5: 87.5000 (89.6189) time: 0.0957 data: 0.0012 max mem: 3006 Epoch: [98] [360/391] eta: 0:00:03 lr: 0.00010000000000000003 img/s: 414.7527664558155 loss: 0.9764 (1.0426) acc1: 75.0000 (74.8009) acc5: 90.6250 (89.6382) time: 0.0933 data: 0.0020 max mem: 3006 Epoch: [98] [370/391] eta: 0:00:02 lr: 0.00010000000000000003 img/s: 872.0873271649859 loss: 1.0211 (1.0440) acc1: 75.0000 (74.7642) acc5: 90.6250 (89.5721) time: 0.0693 data: 0.0015 max mem: 3006 Epoch: [98] [380/391] eta: 0:00:01 lr: 0.00010000000000000003 img/s: 873.0857618651124 loss: 1.0220 (1.0435) acc1: 75.0000 (74.6965) acc5: 87.5000 (89.5997) time: 0.0415 data: 0.0001 max mem: 3006 Epoch: [98] [390/391] eta: 0:00:00 lr: 0.00010000000000000003 img/s: 749.98730442557 loss: 0.9672 (1.0424) acc1: 75.0000 (74.6880) acc5: 90.6250 (89.5680) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [98] Total time: 0:00:38 Test: [ 0/40] eta: 0:01:16 loss: 1.7064 (1.7064) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.9091 data: 1.8978 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.620 Acc@5 82.970 Test: EMA [ 0/40] eta: 0:01:12 loss: 1.7058 (1.7058) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.8136 data: 1.8025 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.950 Acc@5 82.990 Epoch: [99] [ 0/391] eta: 0:20:31 lr: 0.00010000000000000003 img/s: 936.3592018975861 loss: 1.1849 (1.1849) acc1: 71.8750 (71.8750) acc5: 84.3750 (84.3750) time: 3.1487 data: 3.1145 max mem: 3006 Epoch: [99] [ 10/391] eta: 0:02:15 lr: 0.00010000000000000003 img/s: 277.0626322427755 loss: 0.9916 (1.0278) acc1: 75.0000 (74.1477) acc5: 87.5000 (88.9205) time: 0.3554 data: 0.2896 max mem: 3006 Epoch: [99] [ 20/391] eta: 0:01:26 lr: 0.00010000000000000003 img/s: 366.18783336561836 loss: 0.8797 (0.9771) acc1: 78.1250 (76.9345) acc5: 90.6250 (89.4345) time: 0.0868 data: 0.0053 max mem: 3006 Epoch: [99] [ 30/391] eta: 0:01:07 lr: 0.00010000000000000003 img/s: 378.8967374581137 loss: 0.8931 (0.9727) acc1: 78.1250 (76.7137) acc5: 93.7500 (90.1210) time: 0.0934 data: 0.0032 max mem: 3006 Epoch: [99] [ 40/391] eta: 0:00:57 lr: 0.00010000000000000003 img/s: 665.0697586839107 loss: 1.0330 (1.0219) acc1: 71.8750 (74.6951) acc5: 90.6250 (89.6341) time: 0.0928 data: 0.0026 max mem: 3006 Epoch: [99] [ 50/391] eta: 0:00:51 lr: 0.00010000000000000003 img/s: 278.3554889139141 loss: 1.0896 (1.0237) acc1: 71.8750 (75.1225) acc5: 90.6250 (90.0123) time: 0.0969 data: 0.0023 max mem: 3006 Epoch: [99] [ 60/391] eta: 0:00:46 lr: 0.00010000000000000003 img/s: 343.4654929307146 loss: 1.0208 (1.0145) acc1: 78.1250 (75.2049) acc5: 90.6250 (90.2152) time: 0.0924 data: 0.0024 max mem: 3006 Epoch: [99] [ 70/391] eta: 0:00:43 lr: 0.00010000000000000003 img/s: 437.82735831207555 loss: 1.0420 (1.0325) acc1: 75.0000 (74.4718) acc5: 90.6250 (90.0968) time: 0.0922 data: 0.0023 max mem: 3006 Epoch: [99] [ 80/391] eta: 0:00:40 lr: 0.00010000000000000003 img/s: 363.27491027591174 loss: 1.0668 (1.0371) acc1: 71.8750 (74.2670) acc5: 90.6250 (90.0849) time: 0.0983 data: 0.0018 max mem: 3006 Epoch: [99] [ 90/391] eta: 0:00:37 lr: 0.00010000000000000003 img/s: 276.23239148197007 loss: 1.0665 (1.0454) acc1: 71.8750 (74.1758) acc5: 90.6250 (90.0755) time: 0.0936 data: 0.0014 max mem: 3006 Epoch: [99] [100/391] eta: 0:00:35 lr: 0.00010000000000000003 img/s: 407.7558405891324 loss: 0.9785 (1.0317) acc1: 75.0000 (74.4431) acc5: 90.6250 (90.1918) time: 0.0919 data: 0.0011 max mem: 3006 Epoch: [99] [110/391] eta: 0:00:33 lr: 0.00010000000000000003 img/s: 338.3944472318099 loss: 0.9925 (1.0478) acc1: 75.0000 (74.1554) acc5: 87.5000 (89.8930) time: 0.0974 data: 0.0019 max mem: 3006 Epoch: [99] [120/391] eta: 0:00:31 lr: 0.00010000000000000003 img/s: 393.1230939563111 loss: 1.0575 (1.0504) acc1: 75.0000 (74.1736) acc5: 84.3750 (89.6694) time: 0.0926 data: 0.0036 max mem: 3006 Epoch: [99] [130/391] eta: 0:00:30 lr: 0.00010000000000000003 img/s: 381.0340727786831 loss: 0.9847 (1.0523) acc1: 75.0000 (74.0697) acc5: 87.5000 (89.6947) time: 0.0918 data: 0.0043 max mem: 3006 Epoch: [99] [140/391] eta: 0:00:28 lr: 0.00010000000000000003 img/s: 366.41376354418907 loss: 1.1017 (1.0540) acc1: 71.8750 (74.1578) acc5: 87.5000 (89.6498) time: 0.0993 data: 0.0036 max mem: 3006 Epoch: [99] [150/391] eta: 0:00:27 lr: 0.00010000000000000003 img/s: 303.2935955203442 loss: 1.1307 (1.0572) acc1: 71.8750 (74.0066) acc5: 87.5000 (89.6316) time: 0.0959 data: 0.0025 max mem: 3006 Epoch: [99] [160/391] eta: 0:00:26 lr: 0.00010000000000000003 img/s: 462.74954144888363 loss: 1.1307 (1.0565) acc1: 71.8750 (73.9519) acc5: 90.6250 (89.6739) time: 0.0953 data: 0.0015 max mem: 3006 Epoch: [99] [170/391] eta: 0:00:24 lr: 0.00010000000000000003 img/s: 341.5218053989959 loss: 1.1124 (1.0563) acc1: 71.8750 (74.0497) acc5: 90.6250 (89.7113) time: 0.1011 data: 0.0008 max mem: 3006 Epoch: [99] [180/391] eta: 0:00:23 lr: 0.00010000000000000003 img/s: 306.03420654808457 loss: 1.0381 (1.0478) acc1: 75.0000 (74.2576) acc5: 90.6250 (89.7790) time: 0.0980 data: 0.0010 max mem: 3006 Epoch: [99] [190/391] eta: 0:00:22 lr: 0.00010000000000000003 img/s: 408.3016287318768 loss: 0.9558 (1.0422) acc1: 75.0000 (74.3292) acc5: 90.6250 (89.8233) time: 0.0968 data: 0.0009 max mem: 3006 Epoch: [99] [200/391] eta: 0:00:20 lr: 0.00010000000000000003 img/s: 349.63186179122283 loss: 0.9928 (1.0419) acc1: 75.0000 (74.3626) acc5: 90.6250 (89.8165) time: 0.0964 data: 0.0029 max mem: 3006 Epoch: [99] [210/391] eta: 0:00:19 lr: 0.00010000000000000003 img/s: 511.98828151821476 loss: 0.9912 (1.0414) acc1: 78.1250 (74.4520) acc5: 90.6250 (89.7808) time: 0.0932 data: 0.0031 max mem: 3006 Epoch: [99] [220/391] eta: 0:00:18 lr: 0.00010000000000000003 img/s: 253.43752985805975 loss: 0.8751 (1.0354) acc1: 78.1250 (74.6324) acc5: 90.6250 (89.8473) time: 0.0975 data: 0.0012 max mem: 3006 Epoch: [99] [230/391] eta: 0:00:17 lr: 0.00010000000000000003 img/s: 297.640541181845 loss: 0.9682 (1.0408) acc1: 75.0000 (74.5400) acc5: 90.6250 (89.7457) time: 0.0970 data: 0.0032 max mem: 3006 Epoch: [99] [240/391] eta: 0:00:16 lr: 0.00010000000000000003 img/s: 304.55093293276485 loss: 1.1245 (1.0410) acc1: 75.0000 (74.6629) acc5: 87.5000 (89.6525) time: 0.0970 data: 0.0040 max mem: 3006 Epoch: [99] [250/391] eta: 0:00:15 lr: 0.00010000000000000003 img/s: 271.6501640412643 loss: 1.0369 (1.0427) acc1: 75.0000 (74.5269) acc5: 87.5000 (89.7037) time: 0.1006 data: 0.0032 max mem: 3006 Epoch: [99] [260/391] eta: 0:00:14 lr: 0.00010000000000000003 img/s: 289.4513615572238 loss: 1.1240 (1.0467) acc1: 71.8750 (74.4732) acc5: 90.6250 (89.7031) time: 0.0995 data: 0.0028 max mem: 3006 Epoch: [99] [270/391] eta: 0:00:12 lr: 0.00010000000000000003 img/s: 495.3542791554255 loss: 1.1240 (1.0469) acc1: 75.0000 (74.5157) acc5: 90.6250 (89.7256) time: 0.0964 data: 0.0024 max mem: 3006 Epoch: [99] [280/391] eta: 0:00:11 lr: 0.00010000000000000003 img/s: 341.1849603571038 loss: 0.9935 (1.0444) acc1: 78.1250 (74.6330) acc5: 90.6250 (89.7131) time: 0.0972 data: 0.0036 max mem: 3006 Epoch: [99] [290/391] eta: 0:00:10 lr: 0.00010000000000000003 img/s: 362.6212486356219 loss: 0.9324 (1.0452) acc1: 78.1250 (74.6778) acc5: 87.5000 (89.6048) time: 0.1017 data: 0.0051 max mem: 3006 Epoch: [99] [300/391] eta: 0:00:09 lr: 0.00010000000000000003 img/s: 343.44527863499815 loss: 0.9324 (1.0441) acc1: 75.0000 (74.6159) acc5: 90.6250 (89.6595) time: 0.1006 data: 0.0035 max mem: 3006 Epoch: [99] [310/391] eta: 0:00:08 lr: 0.00010000000000000003 img/s: 314.08523175352013 loss: 0.9621 (1.0439) acc1: 75.0000 (74.6081) acc5: 90.6250 (89.6403) time: 0.0957 data: 0.0020 max mem: 3006 Epoch: [99] [320/391] eta: 0:00:07 lr: 0.00010000000000000003 img/s: 344.75354918253856 loss: 0.9235 (1.0399) acc1: 75.0000 (74.6301) acc5: 90.6250 (89.7196) time: 0.0955 data: 0.0038 max mem: 3006 Epoch: [99] [330/391] eta: 0:00:06 lr: 0.00010000000000000003 img/s: 504.5817186595388 loss: 0.9669 (1.0423) acc1: 75.0000 (74.5940) acc5: 90.6250 (89.7187) time: 0.0939 data: 0.0035 max mem: 3006 Epoch: [99] [340/391] eta: 0:00:05 lr: 0.00010000000000000003 img/s: 332.33397381296675 loss: 0.9973 (1.0437) acc1: 75.0000 (74.5235) acc5: 87.5000 (89.6719) time: 0.0932 data: 0.0010 max mem: 3006 Epoch: [99] [350/391] eta: 0:00:04 lr: 0.00010000000000000003 img/s: 415.4807362510138 loss: 0.9935 (1.0421) acc1: 75.0000 (74.5459) acc5: 90.6250 (89.6724) time: 0.0965 data: 0.0025 max mem: 3006 Epoch: [99] [360/391] eta: 0:00:03 lr: 0.00010000000000000003 img/s: 417.11152063994234 loss: 0.9725 (1.0437) acc1: 75.0000 (74.5499) acc5: 90.6250 (89.6728) time: 0.0985 data: 0.0033 max mem: 3006 Epoch: [99] [370/391] eta: 0:00:02 lr: 0.00010000000000000003 img/s: 869.9055544753387 loss: 1.0174 (1.0411) acc1: 75.0000 (74.5451) acc5: 90.6250 (89.7237) time: 0.0719 data: 0.0012 max mem: 3006 Epoch: [99] [380/391] eta: 0:00:01 lr: 0.00010000000000000003 img/s: 870.4019921920598 loss: 1.0975 (1.0436) acc1: 75.0000 (74.4915) acc5: 90.6250 (89.6654) time: 0.0398 data: 0.0001 max mem: 3006 Epoch: [99] [390/391] eta: 0:00:00 lr: 0.00010000000000000003 img/s: 755.3901846015308 loss: 0.9824 (1.0400) acc1: 75.0000 (74.5760) acc5: 90.6250 (89.7280) time: 0.0363 data: 0.0001 max mem: 3006 Epoch: [99] Total time: 0:00:39 Test: [ 0/40] eta: 0:01:48 loss: 1.7168 (1.7168) acc1: 65.6250 (65.6250) acc5: 84.3750 (84.3750) time: 2.7140 data: 2.7010 max mem: 3006 Test: Total time: 0:00:04 Test: Acc@1 61.810 Acc@5 82.950 Test: EMA [ 0/40] eta: 0:00:59 loss: 1.7064 (1.7064) acc1: 62.5000 (62.5000) acc5: 84.3750 (84.3750) time: 1.4836 data: 1.4711 max mem: 3006 Test: EMA Total time: 0:00:04 Test: EMA Acc@1 61.920 Acc@5 83.040 Training time 0:55:01