/fsx/users/prabhatroy/conda/envs/pytorch_env/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 0): env:// | distributed init (rank 6): env:// | distributed init (rank 7): env:// | distributed init (rank 4): env:// | distributed init (rank 1): env:// | distributed init (rank 3): env:// | distributed init (rank 2): env:// | distributed init (rank 5): env:// Namespace(apex=False, apex_opt_level='O1', auto_augment=None, batch_size=32, cache_dataset=False, cutmix_alpha=0.0, data_path='/datasets01/tinyimagenet/081318/', device='cuda', dist_backend='nccl', dist_url='env://', distributed=True, epochs=10, gpu=0, label_smoothing=0.0, lr=0.1, lr_gamma=0.1, lr_scheduler='steplr', lr_step_size=30, lr_warmup_decay=0.01, lr_warmup_epochs=0, lr_warmup_method='constant', mixup_alpha=0.0, model='resnet18', model_ema=False, model_ema_decay=0.9, momentum=0.9, opt='sgd', output_dir='logs/resnet2/', pretrained=False, print_freq=10, random_erase=0.0, rank=0, resume='', start_epoch=0, sync_bn=False, test_only=False, weight_decay=0.0001, workers=16, world_size=8) Loading data Loading training data Took 0.5573194026947021 Loading validation data Creating data loaders Creating model Start training Epoch: [0] [ 0/391] eta: 1:27:26 lr: 0.1 img/s: 9.58148490544352 loss: 5.5007 (5.5007) acc1: 0.0000 (0.0000) acc5: 3.1250 (3.1250) time: 13.4178 data: 10.0780 max mem: 1991 Epoch: [0] [ 10/391] eta: 0:08:08 lr: 0.1 img/s: 349.5025792591628 loss: 5.3588 (5.4441) acc1: 0.0000 (0.5682) acc5: 3.1250 (4.2614) time: 1.2812 data: 0.9164 max mem: 1991 Epoch: [0] [ 20/391] eta: 0:04:27 lr: 0.1 img/s: 460.40184822466836 loss: 5.4026 (5.4683) acc1: 0.0000 (1.0417) acc5: 3.1250 (4.9107) time: 0.0866 data: 0.0019 max mem: 1991 Epoch: [0] [ 30/391] eta: 0:03:08 lr: 0.1 img/s: 336.1510726861986 loss: 5.4262 (5.4378) acc1: 0.0000 (1.4113) acc5: 3.1250 (5.5444) time: 0.1033 data: 0.0027 max mem: 1991 Epoch: [0] [ 40/391] eta: 0:02:25 lr: 0.1 img/s: 318.4446389974352 loss: 5.2414 (5.3727) acc1: 0.0000 (1.4482) acc5: 6.2500 (6.0976) time: 0.0951 data: 0.0025 max mem: 1991 Epoch: [0] [ 50/391] eta: 0:02:00 lr: 0.1 img/s: 308.71540751031597 loss: 5.0798 (5.3110) acc1: 0.0000 (1.5931) acc5: 6.2500 (6.4951) time: 0.0923 data: 0.0028 max mem: 1991 Epoch: [0] [ 60/391] eta: 0:01:42 lr: 0.1 img/s: 392.1009628867907 loss: 5.0396 (5.2620) acc1: 0.0000 (1.7418) acc5: 6.2500 (6.9672) time: 0.0947 data: 0.0027 max mem: 1991 Epoch: [0] [ 70/391] eta: 0:01:30 lr: 0.1 img/s: 235.50233804334286 loss: 5.0452 (5.2359) acc1: 3.1250 (1.9366) acc5: 9.3750 (7.2183) time: 0.0961 data: 0.0032 max mem: 1991 Epoch: [0] [ 80/391] eta: 0:01:20 lr: 0.1 img/s: 367.4298854602396 loss: 5.0395 (5.2135) acc1: 0.0000 (1.8904) acc5: 9.3750 (7.6003) time: 0.0983 data: 0.0025 max mem: 1991 Epoch: [0] [ 90/391] eta: 0:01:12 lr: 0.1 img/s: 386.4961009940449 loss: 4.9894 (5.1872) acc1: 0.0000 (2.1978) acc5: 9.3750 (8.1387) time: 0.0959 data: 0.0012 max mem: 1991 Epoch: [0] [100/391] eta: 0:01:05 lr: 0.1 img/s: 464.4597752062455 loss: 4.9894 (5.1727) acc1: 3.1250 (2.2277) acc5: 9.3750 (8.2611) time: 0.0952 data: 0.0021 max mem: 1991 Epoch: [0] [110/391] eta: 0:01:00 lr: 0.1 img/s: 248.91180932387272 loss: 4.9293 (5.1448) acc1: 3.1250 (2.5619) acc5: 9.3750 (8.6430) time: 0.0981 data: 0.0022 max mem: 1991 Epoch: [0] [120/391] eta: 0:00:55 lr: 0.1 img/s: 320.83714526122543 loss: 4.8060 (5.1147) acc1: 6.2500 (2.8409) acc5: 12.5000 (9.3750) time: 0.0989 data: 0.0009 max mem: 1991 Epoch: [0] [130/391] eta: 0:00:51 lr: 0.1 img/s: 359.2532374023694 loss: 4.7638 (5.1013) acc1: 3.1250 (2.8626) acc5: 12.5000 (9.6851) time: 0.0937 data: 0.0011 max mem: 1991 Epoch: [0] [140/391] eta: 0:00:47 lr: 0.1 img/s: 396.52723475034196 loss: 4.8886 (5.0872) acc1: 3.1250 (2.9477) acc5: 12.5000 (9.9512) time: 0.0957 data: 0.0023 max mem: 1991 Epoch: [0] [150/391] eta: 0:00:44 lr: 0.1 img/s: 483.80696416985074 loss: 4.8982 (5.0752) acc1: 3.1250 (2.9387) acc5: 9.3750 (10.0166) time: 0.0963 data: 0.0044 max mem: 1991 Epoch: [0] [160/391] eta: 0:00:41 lr: 0.1 img/s: 363.2660613032005 loss: 4.8515 (5.0564) acc1: 3.1250 (2.9503) acc5: 12.5000 (10.3261) time: 0.0985 data: 0.0045 max mem: 1991 Epoch: [0] [170/391] eta: 0:00:38 lr: 0.1 img/s: 371.9220119930392 loss: 4.7972 (5.0418) acc1: 3.1250 (3.0519) acc5: 12.5000 (10.5263) time: 0.0966 data: 0.0032 max mem: 1991 Epoch: [0] [180/391] eta: 0:00:35 lr: 0.1 img/s: 415.2442192150384 loss: 4.7150 (5.0267) acc1: 3.1250 (3.0905) acc5: 12.5000 (10.7562) time: 0.0967 data: 0.0018 max mem: 1991 Epoch: [0] [190/391] eta: 0:00:33 lr: 0.1 img/s: 274.99068392336517 loss: 4.7886 (5.0173) acc1: 3.1250 (3.2232) acc5: 15.6250 (10.9784) time: 0.1010 data: 0.0007 max mem: 1991 Epoch: [0] [200/391] eta: 0:00:30 lr: 0.1 img/s: 425.15268947996947 loss: 4.8161 (5.0083) acc1: 3.1250 (3.1872) acc5: 12.5000 (11.0075) time: 0.0970 data: 0.0014 max mem: 1991 Epoch: [0] [210/391] eta: 0:00:28 lr: 0.1 img/s: 305.5145327861203 loss: 4.7867 (4.9938) acc1: 3.1250 (3.3027) acc5: 12.5000 (11.2115) time: 0.0974 data: 0.0019 max mem: 1991 Epoch: [0] [220/391] eta: 0:00:26 lr: 0.1 img/s: 285.300722935616 loss: 4.6977 (4.9839) acc1: 6.2500 (3.3512) acc5: 12.5000 (11.3688) time: 0.0962 data: 0.0026 max mem: 1991 Epoch: [0] [230/391] eta: 0:00:24 lr: 0.1 img/s: 376.257234005573 loss: 4.7018 (4.9735) acc1: 3.1250 (3.4361) acc5: 12.5000 (11.5936) time: 0.0938 data: 0.0025 max mem: 1991 Epoch: [0] [240/391] eta: 0:00:22 lr: 0.1 img/s: 422.82222705263786 loss: 4.7204 (4.9632) acc1: 3.1250 (3.4751) acc5: 15.6250 (11.9424) time: 0.1012 data: 0.0016 max mem: 1991 Epoch: [0] [250/391] eta: 0:00:21 lr: 0.1 img/s: 426.6460513433443 loss: 4.7204 (4.9530) acc1: 3.1250 (3.5359) acc5: 18.7500 (12.3506) time: 0.1013 data: 0.0015 max mem: 1991 Epoch: [0] [260/391] eta: 0:00:19 lr: 0.1 img/s: 358.1479313151259 loss: 4.7173 (4.9425) acc1: 3.1250 (3.6518) acc5: 21.8750 (12.6197) time: 0.0978 data: 0.0030 max mem: 1991 Epoch: [0] [270/391] eta: 0:00:17 lr: 0.1 img/s: 462.47210028323536 loss: 4.7291 (4.9348) acc1: 6.2500 (3.7592) acc5: 18.7500 (12.8805) time: 0.1006 data: 0.0035 max mem: 1991 Epoch: [0] [280/391] eta: 0:00:15 lr: 0.1 img/s: 578.1384333742543 loss: 4.6468 (4.9220) acc1: 6.2500 (3.8367) acc5: 21.8750 (13.1561) time: 0.0974 data: 0.0035 max mem: 1991 Epoch: [0] [290/391] eta: 0:00:14 lr: 0.1 img/s: 356.8424623663347 loss: 4.5821 (4.9136) acc1: 6.2500 (3.9519) acc5: 21.8750 (13.3698) time: 0.0981 data: 0.0036 max mem: 1991 Epoch: [0] [300/391] eta: 0:00:12 lr: 0.1 img/s: 312.9668886526013 loss: 4.6165 (4.9048) acc1: 6.2500 (4.0698) acc5: 18.7500 (13.5590) time: 0.0997 data: 0.0018 max mem: 1991 Epoch: [0] [310/391] eta: 0:00:11 lr: 0.1 img/s: 312.79038354874643 loss: 4.6541 (4.8971) acc1: 6.2500 (4.1399) acc5: 18.7500 (13.7259) time: 0.0951 data: 0.0019 max mem: 1991 Epoch: [0] [320/391] eta: 0:00:09 lr: 0.1 img/s: 392.92399300910165 loss: 4.6451 (4.8892) acc1: 6.2500 (4.1959) acc5: 15.6250 (13.7656) time: 0.0988 data: 0.0029 max mem: 1991 Epoch: [0] [330/391] eta: 0:00:08 lr: 0.1 img/s: 289.5281616311527 loss: 4.5864 (4.8818) acc1: 6.2500 (4.3051) acc5: 18.7500 (14.0011) time: 0.1011 data: 0.0023 max mem: 1991 Epoch: [0] [340/391] eta: 0:00:06 lr: 0.1 img/s: 359.8291921802447 loss: 4.5864 (4.8749) acc1: 6.2500 (4.4355) acc5: 21.8750 (14.2137) time: 0.0944 data: 0.0027 max mem: 1991 Epoch: [0] [350/391] eta: 0:00:05 lr: 0.1 img/s: 352.299693419008 loss: 4.5950 (4.8658) acc1: 9.3750 (4.6118) acc5: 25.0000 (14.4943) time: 0.0954 data: 0.0025 max mem: 1991 Epoch: [0] [360/391] eta: 0:00:04 lr: 0.1 img/s: 348.11745207533073 loss: 4.5595 (4.8581) acc1: 9.3750 (4.7438) acc5: 25.0000 (14.6988) time: 0.0982 data: 0.0019 max mem: 1991 Epoch: [0] [370/391] eta: 0:00:02 lr: 0.1 img/s: 868.1556264189753 loss: 4.5595 (4.8495) acc1: 9.3750 (4.8265) acc5: 18.7500 (14.8080) time: 0.0721 data: 0.0014 max mem: 1991 Epoch: [0] [380/391] eta: 0:00:01 lr: 0.1 img/s: 871.1590206921619 loss: 4.5584 (4.8411) acc1: 6.2500 (4.8802) acc5: 18.7500 (15.0262) time: 0.0399 data: 0.0001 max mem: 1991 Epoch: [0] [390/391] eta: 0:00:00 lr: 0.1 img/s: 64.72486595717265 loss: 4.5584 (4.8325) acc1: 6.2500 (4.8800) acc5: 18.7500 (15.1600) time: 0.0505 data: 0.0001 max mem: 2911 Epoch: [0] Total time: 0:00:50 Test: [ 0/40] eta: 0:02:26 loss: 4.5098 (4.5098) acc1: 6.2500 (6.2500) acc5: 18.7500 (18.7500) time: 3.6507 data: 3.6380 max mem: 2911 Test: Total time: 0:00:05 Test: Acc@1 7.770 Acc@5 23.250 Epoch: [1] [ 0/391] eta: 0:22:31 lr: 0.1 img/s: 231.21971757709608 loss: 4.9285 (4.9285) acc1: 9.3750 (9.3750) acc5: 12.5000 (12.5000) time: 3.4555 data: 3.3171 max mem: 2911 Epoch: [1] [ 10/391] eta: 0:02:43 lr: 0.1 img/s: 371.1958228009138 loss: 4.5786 (4.5121) acc1: 6.2500 (6.2500) acc5: 18.7500 (20.1705) time: 0.4286 data: 0.3508 max mem: 2911 Epoch: [1] [ 20/391] eta: 0:01:40 lr: 0.1 img/s: 404.1436658396165 loss: 4.5007 (4.5069) acc1: 6.2500 (6.9940) acc5: 18.7500 (21.2798) time: 0.1105 data: 0.0280 max mem: 2911 Epoch: [1] [ 30/391] eta: 0:01:17 lr: 0.1 img/s: 332.53652711226954 loss: 4.5903 (4.5055) acc1: 6.2500 (7.1573) acc5: 18.7500 (20.9677) time: 0.0968 data: 0.0021 max mem: 2911 Epoch: [1] [ 40/391] eta: 0:01:05 lr: 0.1 img/s: 559.5506176339388 loss: 4.5841 (4.4965) acc1: 9.3750 (8.1555) acc5: 21.8750 (21.7988) time: 0.0997 data: 0.0016 max mem: 2911 Epoch: [1] [ 50/391] eta: 0:00:57 lr: 0.1 img/s: 286.16266049216887 loss: 4.4766 (4.4878) acc1: 9.3750 (7.9657) acc5: 21.8750 (22.4877) time: 0.0957 data: 0.0005 max mem: 2911 Epoch: [1] [ 60/391] eta: 0:00:52 lr: 0.1 img/s: 402.1300128532779 loss: 4.4348 (4.4758) acc1: 9.3750 (8.0943) acc5: 25.0000 (22.6434) time: 0.0963 data: 0.0013 max mem: 2911 Epoch: [1] [ 70/391] eta: 0:00:47 lr: 0.1 img/s: 430.3381267053343 loss: 4.4461 (4.4831) acc1: 9.3750 (7.9665) acc5: 25.0000 (22.6232) time: 0.0985 data: 0.0019 max mem: 2911 Epoch: [1] [ 80/391] eta: 0:00:44 lr: 0.1 img/s: 338.5241790864081 loss: 4.4396 (4.4692) acc1: 9.3750 (8.2176) acc5: 25.0000 (23.1096) time: 0.0950 data: 0.0022 max mem: 2911 Epoch: [1] [ 90/391] eta: 0:00:41 lr: 0.1 img/s: 344.11449140852943 loss: 4.2905 (4.4437) acc1: 9.3750 (8.4821) acc5: 25.0000 (23.6264) time: 0.0934 data: 0.0028 max mem: 2911 Epoch: [1] [100/391] eta: 0:00:38 lr: 0.1 img/s: 407.4661744526345 loss: 4.3357 (4.4465) acc1: 9.3750 (8.5087) acc5: 25.0000 (23.6696) time: 0.0959 data: 0.0020 max mem: 2911 Epoch: [1] [110/391] eta: 0:00:36 lr: 0.1 img/s: 362.19264376501064 loss: 4.4208 (4.4433) acc1: 6.2500 (8.3615) acc5: 25.0000 (23.9020) time: 0.0962 data: 0.0015 max mem: 2911 Epoch: [1] [120/391] eta: 0:00:34 lr: 0.1 img/s: 303.67994280167704 loss: 4.4171 (4.4442) acc1: 6.2500 (8.3161) acc5: 21.8750 (23.9411) time: 0.0942 data: 0.0013 max mem: 2911 Epoch: [1] [130/391] eta: 0:00:32 lr: 0.1 img/s: 466.2296589886723 loss: 4.3764 (4.4354) acc1: 9.3750 (8.4208) acc5: 25.0000 (24.1174) time: 0.0955 data: 0.0021 max mem: 2911 Epoch: [1] [140/391] eta: 0:00:30 lr: 0.1 img/s: 407.2078032796833 loss: 4.3304 (4.4285) acc1: 9.3750 (8.4441) acc5: 28.1250 (24.3351) time: 0.1001 data: 0.0025 max mem: 2911 Epoch: [1] [150/391] eta: 0:00:29 lr: 0.1 img/s: 336.4072044794899 loss: 4.3842 (4.4292) acc1: 9.3750 (8.5265) acc5: 25.0000 (24.1515) time: 0.1009 data: 0.0025 max mem: 2911 Epoch: [1] [160/391] eta: 0:00:27 lr: 0.1 img/s: 390.1405948422203 loss: 4.3988 (4.4241) acc1: 9.3750 (8.6762) acc5: 25.0000 (24.2042) time: 0.0990 data: 0.0035 max mem: 2911 Epoch: [1] [170/391] eta: 0:00:26 lr: 0.1 img/s: 369.7356216082202 loss: 4.3303 (4.4183) acc1: 9.3750 (8.6623) acc5: 25.0000 (24.2142) time: 0.0966 data: 0.0039 max mem: 2911 Epoch: [1] [180/391] eta: 0:00:24 lr: 0.1 img/s: 362.7496358117951 loss: 4.4807 (4.4192) acc1: 9.3750 (8.6326) acc5: 25.0000 (24.1885) time: 0.0958 data: 0.0041 max mem: 2911 Epoch: [1] [190/391] eta: 0:00:23 lr: 0.1 img/s: 292.77182083509655 loss: 4.3928 (4.4168) acc1: 6.2500 (8.6224) acc5: 25.0000 (24.2965) time: 0.0971 data: 0.0026 max mem: 2911 Epoch: [1] [200/391] eta: 0:00:21 lr: 0.1 img/s: 412.8251968503937 loss: 4.3882 (4.4156) acc1: 6.2500 (8.5665) acc5: 25.0000 (24.2693) time: 0.0978 data: 0.0025 max mem: 2911 Epoch: [1] [210/391] eta: 0:00:20 lr: 0.1 img/s: 309.3123157795277 loss: 4.3384 (4.4049) acc1: 9.3750 (8.6493) acc5: 25.0000 (24.4816) time: 0.1003 data: 0.0025 max mem: 2911 Epoch: [1] [220/391] eta: 0:00:19 lr: 0.1 img/s: 365.98313755003653 loss: 4.2095 (4.4011) acc1: 9.3750 (8.6821) acc5: 28.1250 (24.5899) time: 0.0993 data: 0.0010 max mem: 2911 Epoch: [1] [230/391] eta: 0:00:18 lr: 0.1 img/s: 416.88997670445724 loss: 4.1771 (4.3905) acc1: 9.3750 (8.7527) acc5: 28.1250 (24.8647) time: 0.0963 data: 0.0016 max mem: 2911 Epoch: [1] [240/391] eta: 0:00:16 lr: 0.1 img/s: 287.7516486720579 loss: 4.1223 (4.3804) acc1: 9.3750 (8.8823) acc5: 28.1250 (25.1426) time: 0.0979 data: 0.0013 max mem: 2911 Epoch: [1] [250/391] eta: 0:00:15 lr: 0.1 img/s: 359.49475962298214 loss: 4.0920 (4.3687) acc1: 9.3750 (9.0139) acc5: 34.3750 (25.4980) time: 0.0996 data: 0.0013 max mem: 2911 Epoch: [1] [260/391] eta: 0:00:14 lr: 0.1 img/s: 239.9864967314652 loss: 4.1277 (4.3596) acc1: 9.3750 (9.1355) acc5: 31.2500 (25.7184) time: 0.1000 data: 0.0017 max mem: 2911 Epoch: [1] [270/391] eta: 0:00:13 lr: 0.1 img/s: 331.2807369158925 loss: 4.1997 (4.3542) acc1: 9.3750 (9.2020) acc5: 28.1250 (25.8764) time: 0.0967 data: 0.0016 max mem: 2911 Epoch: [1] [280/391] eta: 0:00:12 lr: 0.1 img/s: 447.8925733736005 loss: 4.2558 (4.3474) acc1: 9.3750 (9.3305) acc5: 28.1250 (26.0787) time: 0.0943 data: 0.0027 max mem: 2911 Epoch: [1] [290/391] eta: 0:00:11 lr: 0.1 img/s: 352.59492929330077 loss: 4.2203 (4.3425) acc1: 9.3750 (9.4180) acc5: 28.1250 (26.2242) time: 0.0979 data: 0.0032 max mem: 2911 Epoch: [1] [300/391] eta: 0:00:09 lr: 0.1 img/s: 478.5048093720365 loss: 4.1603 (4.3380) acc1: 9.3750 (9.4269) acc5: 28.1250 (26.3081) time: 0.0987 data: 0.0024 max mem: 2911 Epoch: [1] [310/391] eta: 0:00:08 lr: 0.1 img/s: 361.07017609934303 loss: 4.1021 (4.3278) acc1: 9.3750 (9.4956) acc5: 31.2500 (26.5273) time: 0.0978 data: 0.0022 max mem: 2911 Epoch: [1] [320/391] eta: 0:00:07 lr: 0.1 img/s: 422.5107675647769 loss: 4.0784 (4.3222) acc1: 12.5000 (9.6086) acc5: 31.2500 (26.6745) time: 0.0999 data: 0.0014 max mem: 2911 Epoch: [1] [330/391] eta: 0:00:06 lr: 0.1 img/s: 437.21265859895436 loss: 4.1015 (4.3172) acc1: 12.5000 (9.7149) acc5: 34.3750 (26.8316) time: 0.0977 data: 0.0006 max mem: 2911 Epoch: [1] [340/391] eta: 0:00:05 lr: 0.1 img/s: 394.73132111651273 loss: 4.1015 (4.3098) acc1: 12.5000 (9.8332) acc5: 37.5000 (27.0345) time: 0.0920 data: 0.0014 max mem: 2911 Epoch: [1] [350/391] eta: 0:00:04 lr: 0.1 img/s: 379.5213572741411 loss: 4.0008 (4.3021) acc1: 12.5000 (10.0160) acc5: 37.5000 (27.2792) time: 0.0961 data: 0.0021 max mem: 2911 Epoch: [1] [360/391] eta: 0:00:03 lr: 0.1 img/s: 349.629129481148 loss: 4.0418 (4.2976) acc1: 12.5000 (10.0848) acc5: 34.3750 (27.4411) time: 0.0988 data: 0.0022 max mem: 2911 Epoch: [1] [370/391] eta: 0:00:02 lr: 0.1 img/s: 865.4015848555383 loss: 4.1307 (4.2956) acc1: 12.5000 (10.1247) acc5: 28.1250 (27.5270) time: 0.0710 data: 0.0011 max mem: 2911 Epoch: [1] [380/391] eta: 0:00:01 lr: 0.1 img/s: 863.1864738152047 loss: 4.1570 (4.2925) acc1: 9.3750 (10.1050) acc5: 31.2500 (27.6247) time: 0.0404 data: 0.0001 max mem: 2911 Epoch: [1] [390/391] eta: 0:00:00 lr: 0.1 img/s: 726.2298175899714 loss: 4.1408 (4.2876) acc1: 9.3750 (10.1360) acc5: 31.2500 (27.7440) time: 0.0365 data: 0.0001 max mem: 2911 Epoch: [1] Total time: 0:00:40 Test: [ 0/40] eta: 0:02:03 loss: 4.0186 (4.0186) acc1: 15.6250 (15.6250) acc5: 40.6250 (40.6250) time: 3.0807 data: 3.0674 max mem: 2911 Test: Total time: 0:00:05 Test: Acc@1 14.720 Acc@5 35.800 Epoch: [2] [ 0/391] eta: 0:24:01 lr: 0.1 img/s: 681.0247917110644 loss: 4.1569 (4.1569) acc1: 15.6250 (15.6250) acc5: 34.3750 (34.3750) time: 3.6868 data: 3.6398 max mem: 2911 Epoch: [2] [ 10/391] eta: 0:02:40 lr: 0.1 img/s: 456.91296991649335 loss: 4.1442 (4.1294) acc1: 12.5000 (12.7841) acc5: 34.3750 (33.8068) time: 0.4208 data: 0.3504 max mem: 2911 Epoch: [2] [ 20/391] eta: 0:01:39 lr: 0.1 img/s: 480.77590276857387 loss: 3.9538 (4.0286) acc1: 12.5000 (12.7976) acc5: 37.5000 (35.8631) time: 0.0974 data: 0.0127 max mem: 2911 Epoch: [2] [ 30/391] eta: 0:01:16 lr: 0.1 img/s: 323.9055826513793 loss: 3.9610 (4.0455) acc1: 12.5000 (12.2984) acc5: 37.5000 (36.1895) time: 0.0982 data: 0.0028 max mem: 2911 Epoch: [2] [ 40/391] eta: 0:01:04 lr: 0.1 img/s: 477.37474302705243 loss: 3.9940 (4.0585) acc1: 9.3750 (11.8140) acc5: 34.3750 (34.8323) time: 0.0950 data: 0.0013 max mem: 2911 Epoch: [2] [ 50/391] eta: 0:00:57 lr: 0.1 img/s: 369.5228718761959 loss: 3.9848 (4.0547) acc1: 12.5000 (12.1936) acc5: 31.2500 (34.6201) time: 0.0986 data: 0.0017 max mem: 2911 Epoch: [2] [ 60/391] eta: 0:00:51 lr: 0.1 img/s: 436.25909457315964 loss: 4.0348 (4.0549) acc1: 12.5000 (12.2951) acc5: 34.3750 (34.8873) time: 0.1008 data: 0.0048 max mem: 2911 Epoch: [2] [ 70/391] eta: 0:00:47 lr: 0.1 img/s: 337.05770911392153 loss: 3.9849 (4.0461) acc1: 15.6250 (12.9842) acc5: 34.3750 (34.9032) time: 0.0941 data: 0.0048 max mem: 2911 Epoch: [2] [ 80/391] eta: 0:00:43 lr: 0.1 img/s: 353.6205167657745 loss: 4.0829 (4.0482) acc1: 15.6250 (13.0015) acc5: 34.3750 (34.4522) time: 0.0943 data: 0.0021 max mem: 2911 Epoch: [2] [ 90/391] eta: 0:00:41 lr: 0.1 img/s: 330.71097904131125 loss: 4.0898 (4.0445) acc1: 12.5000 (12.9808) acc5: 34.3750 (34.5124) time: 0.0986 data: 0.0022 max mem: 2911 Epoch: [2] [100/391] eta: 0:00:38 lr: 0.1 img/s: 374.5415903915703 loss: 3.9154 (4.0302) acc1: 12.5000 (13.3354) acc5: 37.5000 (35.0248) time: 0.0965 data: 0.0018 max mem: 2911 Epoch: [2] [110/391] eta: 0:00:36 lr: 0.1 img/s: 297.2325326979037 loss: 3.8588 (4.0195) acc1: 15.6250 (13.5980) acc5: 40.6250 (35.1351) time: 0.0971 data: 0.0010 max mem: 2911 Epoch: [2] [120/391] eta: 0:00:34 lr: 0.1 img/s: 446.5053693329252 loss: 3.9210 (4.0166) acc1: 15.6250 (13.6105) acc5: 31.2500 (34.9948) time: 0.1004 data: 0.0019 max mem: 2911 Epoch: [2] [130/391] eta: 0:00:32 lr: 0.1 img/s: 317.66607338963155 loss: 4.0465 (4.0239) acc1: 9.3750 (13.4065) acc5: 31.2500 (34.7090) time: 0.1015 data: 0.0032 max mem: 2911 Epoch: [2] [140/391] eta: 0:00:30 lr: 0.1 img/s: 428.1745266616688 loss: 4.0105 (4.0166) acc1: 12.5000 (13.5417) acc5: 31.2500 (34.8848) time: 0.0949 data: 0.0043 max mem: 2911 Epoch: [2] [150/391] eta: 0:00:29 lr: 0.1 img/s: 315.0229382453521 loss: 3.9800 (4.0167) acc1: 12.5000 (13.5141) acc5: 34.3750 (34.8924) time: 0.0944 data: 0.0027 max mem: 2911 Epoch: [2] [160/391] eta: 0:00:27 lr: 0.1 img/s: 305.9525858924794 loss: 3.9650 (4.0082) acc1: 12.5000 (13.6646) acc5: 34.3750 (35.0155) time: 0.1001 data: 0.0015 max mem: 2911 Epoch: [2] [170/391] eta: 0:00:26 lr: 0.1 img/s: 248.01719260185934 loss: 3.9650 (4.0057) acc1: 12.5000 (13.7061) acc5: 34.3750 (34.9963) time: 0.0962 data: 0.0028 max mem: 2911 Epoch: [2] [180/391] eta: 0:00:24 lr: 0.1 img/s: 639.5187946996517 loss: 3.9364 (3.9996) acc1: 12.5000 (13.7776) acc5: 37.5000 (35.2383) time: 0.0985 data: 0.0024 max mem: 2911 Epoch: [2] [190/391] eta: 0:00:23 lr: 0.1 img/s: 571.6135857413599 loss: 3.9364 (3.9998) acc1: 12.5000 (13.6780) acc5: 37.5000 (35.3240) time: 0.0980 data: 0.0041 max mem: 2911 Epoch: [2] [200/391] eta: 0:00:22 lr: 0.1 img/s: 396.3562719081945 loss: 3.9868 (3.9938) acc1: 12.5000 (13.6816) acc5: 37.5000 (35.4478) time: 0.0964 data: 0.0038 max mem: 2911 Epoch: [2] [210/391] eta: 0:00:20 lr: 0.1 img/s: 326.58368027252266 loss: 3.9025 (3.9892) acc1: 12.5000 (13.6700) acc5: 40.6250 (35.6487) time: 0.0962 data: 0.0018 max mem: 2911 Epoch: [2] [220/391] eta: 0:00:19 lr: 0.1 img/s: 314.87882285596316 loss: 3.8424 (3.9847) acc1: 15.6250 (13.7868) acc5: 37.5000 (35.6759) time: 0.0976 data: 0.0021 max mem: 2911 Epoch: [2] [230/391] eta: 0:00:18 lr: 0.1 img/s: 264.90428192198 loss: 3.8707 (3.9791) acc1: 18.7500 (13.9881) acc5: 34.3750 (35.7008) time: 0.1013 data: 0.0025 max mem: 2911 Epoch: [2] [240/391] eta: 0:00:16 lr: 0.1 img/s: 295.1695527298478 loss: 3.8480 (3.9753) acc1: 15.6250 (14.0690) acc5: 34.3750 (35.6976) time: 0.0948 data: 0.0027 max mem: 2911 Epoch: [2] [250/391] eta: 0:00:15 lr: 0.1 img/s: 244.62511505157045 loss: 3.9044 (3.9707) acc1: 15.6250 (14.2057) acc5: 37.5000 (35.8566) time: 0.0964 data: 0.0027 max mem: 2911 Epoch: [2] [260/391] eta: 0:00:14 lr: 0.1 img/s: 231.69070097031403 loss: 3.8262 (3.9648) acc1: 18.7500 (14.3678) acc5: 40.6250 (35.9555) time: 0.0983 data: 0.0031 max mem: 2911 Epoch: [2] [270/391] eta: 0:00:13 lr: 0.1 img/s: 275.9081523995905 loss: 3.8754 (3.9631) acc1: 18.7500 (14.4719) acc5: 40.6250 (36.0816) time: 0.0958 data: 0.0051 max mem: 2911 Epoch: [2] [280/391] eta: 0:00:12 lr: 0.1 img/s: 319.19438558440294 loss: 3.8754 (3.9569) acc1: 15.6250 (14.6130) acc5: 37.5000 (36.1655) time: 0.1003 data: 0.0045 max mem: 2911 Epoch: [2] [290/391] eta: 0:00:11 lr: 0.1 img/s: 298.4891328279111 loss: 3.7157 (3.9494) acc1: 18.7500 (14.8411) acc5: 37.5000 (36.4154) time: 0.0989 data: 0.0040 max mem: 2911 Epoch: [2] [300/391] eta: 0:00:09 lr: 0.1 img/s: 287.05744668109605 loss: 3.7547 (3.9432) acc1: 18.7500 (14.9917) acc5: 43.7500 (36.6591) time: 0.0958 data: 0.0034 max mem: 2911 Epoch: [2] [310/391] eta: 0:00:08 lr: 0.1 img/s: 438.29631709913593 loss: 3.7547 (3.9388) acc1: 18.7500 (15.0422) acc5: 40.6250 (36.7765) time: 0.0978 data: 0.0007 max mem: 2911 Epoch: [2] [320/391] eta: 0:00:07 lr: 0.1 img/s: 474.98090064584625 loss: 3.8261 (3.9355) acc1: 15.6250 (15.0506) acc5: 37.5000 (36.7893) time: 0.1000 data: 0.0015 max mem: 2911 Epoch: [2] [330/391] eta: 0:00:06 lr: 0.1 img/s: 216.87302646567898 loss: 3.8586 (3.9323) acc1: 15.6250 (15.1152) acc5: 37.5000 (36.8674) time: 0.0975 data: 0.0021 max mem: 2911 Epoch: [2] [340/391] eta: 0:00:05 lr: 0.1 img/s: 203.6211992948537 loss: 3.8229 (3.9290) acc1: 15.6250 (15.1118) acc5: 37.5000 (36.9227) time: 0.0968 data: 0.0031 max mem: 2911 Epoch: [2] [350/391] eta: 0:00:04 lr: 0.1 img/s: 359.72503698621324 loss: 3.7305 (3.9243) acc1: 12.5000 (15.1709) acc5: 37.5000 (36.9836) time: 0.0983 data: 0.0038 max mem: 2911 Epoch: [2] [360/391] eta: 0:00:03 lr: 0.1 img/s: 342.2882543309557 loss: 3.7902 (3.9228) acc1: 15.6250 (15.1662) acc5: 34.3750 (37.0066) time: 0.0967 data: 0.0028 max mem: 2911 Epoch: [2] [370/391] eta: 0:00:02 lr: 0.1 img/s: 869.6462782500519 loss: 3.7434 (3.9149) acc1: 18.7500 (15.2881) acc5: 37.5000 (37.2136) time: 0.0694 data: 0.0012 max mem: 2911 Epoch: [2] [380/391] eta: 0:00:01 lr: 0.1 img/s: 866.5301921996759 loss: 3.6110 (3.9112) acc1: 21.8750 (15.3789) acc5: 43.7500 (37.3524) time: 0.0391 data: 0.0001 max mem: 2911 Epoch: [2] [390/391] eta: 0:00:00 lr: 0.1 img/s: 743.9743157670681 loss: 3.7415 (3.9087) acc1: 18.7500 (15.4320) acc5: 37.5000 (37.3760) time: 0.0366 data: 0.0001 max mem: 2911 Epoch: [2] Total time: 0:00:40 Test: [ 0/40] eta: 0:01:31 loss: 3.6074 (3.6074) acc1: 12.5000 (12.5000) acc5: 43.7500 (43.7500) time: 2.2881 data: 2.2550 max mem: 2911 Test: Total time: 0:00:05 Test: Acc@1 21.050 Acc@5 46.750 Epoch: [3] [ 0/391] eta: 0:23:09 lr: 0.1 img/s: 488.0662402408736 loss: 3.6142 (3.6142) acc1: 12.5000 (12.5000) acc5: 43.7500 (43.7500) time: 3.5550 data: 3.4894 max mem: 2911 Epoch: [3] [ 10/391] eta: 0:02:39 lr: 0.1 img/s: 262.562458918902 loss: 3.8323 (3.7579) acc1: 18.7500 (17.6136) acc5: 43.7500 (42.6136) time: 0.4179 data: 0.3185 max mem: 2911 Epoch: [3] [ 20/391] eta: 0:01:38 lr: 0.1 img/s: 322.63876923076924 loss: 3.7676 (3.6732) acc1: 18.7500 (19.7917) acc5: 43.7500 (43.8988) time: 0.1002 data: 0.0013 max mem: 2911 Epoch: [3] [ 30/391] eta: 0:01:16 lr: 0.1 img/s: 295.10595147005796 loss: 3.5359 (3.6955) acc1: 18.7500 (19.2540) acc5: 43.7500 (44.7581) time: 0.0986 data: 0.0020 max mem: 2911 Epoch: [3] [ 40/391] eta: 0:01:04 lr: 0.1 img/s: 398.41642374984417 loss: 3.7734 (3.7504) acc1: 18.7500 (19.2073) acc5: 40.6250 (43.4451) time: 0.0974 data: 0.0029 max mem: 2911 Epoch: [3] [ 50/391] eta: 0:00:56 lr: 0.1 img/s: 291.99984335907754 loss: 3.8378 (3.7508) acc1: 18.7500 (18.5662) acc5: 40.6250 (42.8922) time: 0.0941 data: 0.0024 max mem: 2911 Epoch: [3] [ 60/391] eta: 0:00:51 lr: 0.1 img/s: 674.1729813898586 loss: 3.6350 (3.7288) acc1: 15.6250 (18.2889) acc5: 43.7500 (43.3402) time: 0.0971 data: 0.0024 max mem: 2911 Epoch: [3] [ 70/391] eta: 0:00:47 lr: 0.1 img/s: 331.01030632905776 loss: 3.6290 (3.7101) acc1: 15.6250 (18.4419) acc5: 43.7500 (43.3539) time: 0.0987 data: 0.0018 max mem: 2911 Epoch: [3] [ 80/391] eta: 0:00:43 lr: 0.1 img/s: 267.8002338453189 loss: 3.6801 (3.7113) acc1: 18.7500 (18.2099) acc5: 43.7500 (42.9784) time: 0.0954 data: 0.0017 max mem: 2911 Epoch: [3] [ 90/391] eta: 0:00:40 lr: 0.1 img/s: 350.7694687929584 loss: 3.6951 (3.7029) acc1: 18.7500 (18.3723) acc5: 43.7500 (42.9945) time: 0.0940 data: 0.0016 max mem: 2911 Epoch: [3] [100/391] eta: 0:00:38 lr: 0.1 img/s: 407.962820103649 loss: 3.5745 (3.6906) acc1: 21.8750 (18.9047) acc5: 43.7500 (43.3478) time: 0.0935 data: 0.0017 max mem: 2911 Epoch: [3] [110/391] eta: 0:00:36 lr: 0.1 img/s: 339.45054717157694 loss: 3.5928 (3.6865) acc1: 25.0000 (18.9189) acc5: 43.7500 (43.4685) time: 0.0969 data: 0.0017 max mem: 2911 Epoch: [3] [120/391] eta: 0:00:34 lr: 0.1 img/s: 567.7881101752635 loss: 3.6038 (3.6850) acc1: 18.7500 (19.0599) acc5: 43.7500 (43.2851) time: 0.0986 data: 0.0022 max mem: 2911 Epoch: [3] [130/391] eta: 0:00:32 lr: 0.1 img/s: 309.6905764513963 loss: 3.5765 (3.6812) acc1: 18.7500 (19.1078) acc5: 43.7500 (43.6069) time: 0.0989 data: 0.0040 max mem: 2911 Epoch: [3] [140/391] eta: 0:00:30 lr: 0.1 img/s: 396.61394348259057 loss: 3.5781 (3.6742) acc1: 21.8750 (19.3262) acc5: 43.7500 (43.7057) time: 0.1013 data: 0.0032 max mem: 2911 Epoch: [3] [150/391] eta: 0:00:28 lr: 0.1 img/s: 303.4780685787933 loss: 3.5979 (3.6750) acc1: 18.7500 (19.3709) acc5: 43.7500 (43.4810) time: 0.0970 data: 0.0018 max mem: 2911 Epoch: [3] [160/391] eta: 0:00:27 lr: 0.1 img/s: 308.17810433504775 loss: 3.5397 (3.6643) acc1: 18.7500 (19.5264) acc5: 43.7500 (43.6918) time: 0.0976 data: 0.0014 max mem: 2911 Epoch: [3] [170/391] eta: 0:00:26 lr: 0.1 img/s: 381.9405480777439 loss: 3.6058 (3.6701) acc1: 21.8750 (19.6089) acc5: 43.7500 (43.6952) time: 0.1000 data: 0.0019 max mem: 2911 Epoch: [3] [180/391] eta: 0:00:24 lr: 0.1 img/s: 291.7161555063389 loss: 3.5590 (3.6634) acc1: 21.8750 (19.7169) acc5: 40.6250 (43.8709) time: 0.0988 data: 0.0018 max mem: 2911 Epoch: [3] [190/391] eta: 0:00:23 lr: 0.1 img/s: 538.0848313795924 loss: 3.6099 (3.6663) acc1: 18.7500 (19.6171) acc5: 43.7500 (43.6682) time: 0.0977 data: 0.0022 max mem: 2911 Epoch: [3] [200/391] eta: 0:00:21 lr: 0.1 img/s: 298.805443685285 loss: 3.6390 (3.6639) acc1: 15.6250 (19.4963) acc5: 43.7500 (43.6101) time: 0.0975 data: 0.0030 max mem: 2911 Epoch: [3] [210/391] eta: 0:00:20 lr: 0.1 img/s: 369.7631238928545 loss: 3.4863 (3.6572) acc1: 18.7500 (19.6386) acc5: 43.7500 (43.7352) time: 0.0980 data: 0.0020 max mem: 2911 Epoch: [3] [220/391] eta: 0:00:19 lr: 0.1 img/s: 280.98009324292354 loss: 3.3988 (3.6459) acc1: 21.8750 (19.7822) acc5: 46.8750 (43.9904) time: 0.0969 data: 0.0012 max mem: 2911 Epoch: [3] [230/391] eta: 0:00:18 lr: 0.1 img/s: 350.4095699825863 loss: 3.3958 (3.6395) acc1: 21.8750 (19.9675) acc5: 50.0000 (44.1288) time: 0.0948 data: 0.0010 max mem: 2911 Epoch: [3] [240/391] eta: 0:00:16 lr: 0.1 img/s: 284.6074187481048 loss: 3.6497 (3.6468) acc1: 18.7500 (19.8911) acc5: 43.7500 (43.9834) time: 0.0968 data: 0.0010 max mem: 2911 Epoch: [3] [250/391] eta: 0:00:15 lr: 0.1 img/s: 293.44969489198235 loss: 3.6652 (3.6435) acc1: 15.6250 (19.7709) acc5: 40.6250 (43.9492) time: 0.1008 data: 0.0012 max mem: 2911 Epoch: [3] [260/391] eta: 0:00:14 lr: 0.1 img/s: 571.7986614351017 loss: 3.5242 (3.6381) acc1: 18.7500 (19.9832) acc5: 40.6250 (43.9655) time: 0.0968 data: 0.0021 max mem: 2911 Epoch: [3] [270/391] eta: 0:00:13 lr: 0.1 img/s: 340.523626731887 loss: 3.5242 (3.6431) acc1: 18.7500 (19.8339) acc5: 40.6250 (43.7615) time: 0.0953 data: 0.0015 max mem: 2911 Epoch: [3] [280/391] eta: 0:00:12 lr: 0.1 img/s: 242.62369191222592 loss: 3.4825 (3.6379) acc1: 18.7500 (19.8843) acc5: 40.6250 (43.8167) time: 0.0985 data: 0.0015 max mem: 2911 Epoch: [3] [290/391] eta: 0:00:11 lr: 0.1 img/s: 298.7888140407742 loss: 3.4144 (3.6354) acc1: 18.7500 (19.9527) acc5: 43.7500 (43.9218) time: 0.0959 data: 0.0028 max mem: 2911 Epoch: [3] [300/391] eta: 0:00:09 lr: 0.1 img/s: 404.42009539678855 loss: 3.5294 (3.6308) acc1: 18.7500 (19.9232) acc5: 46.8750 (44.0407) time: 0.0952 data: 0.0021 max mem: 2911 Epoch: [3] [310/391] eta: 0:00:08 lr: 0.1 img/s: 305.2268955338605 loss: 3.5621 (3.6263) acc1: 21.8750 (20.0764) acc5: 46.8750 (44.1318) time: 0.0978 data: 0.0013 max mem: 2911 Epoch: [3] [320/391] eta: 0:00:07 lr: 0.1 img/s: 341.66525300763175 loss: 3.4887 (3.6258) acc1: 21.8750 (20.1032) acc5: 46.8750 (44.2076) time: 0.0991 data: 0.0011 max mem: 2911 Epoch: [3] [330/391] eta: 0:00:06 lr: 0.1 img/s: 448.0555488790076 loss: 3.5620 (3.6215) acc1: 18.7500 (20.1095) acc5: 43.7500 (44.2693) time: 0.0981 data: 0.0020 max mem: 2911 Epoch: [3] [340/391] eta: 0:00:05 lr: 0.1 img/s: 354.3711745773586 loss: 3.6848 (3.6258) acc1: 18.7500 (20.0238) acc5: 43.7500 (44.2265) time: 0.1024 data: 0.0023 max mem: 2911 Epoch: [3] [350/391] eta: 0:00:04 lr: 0.1 img/s: 276.7912296403839 loss: 3.5480 (3.6208) acc1: 18.7500 (20.0944) acc5: 46.8750 (44.3465) time: 0.1014 data: 0.0014 max mem: 2911 Epoch: [3] [360/391] eta: 0:00:03 lr: 0.1 img/s: 477.9969799709393 loss: 3.4883 (3.6187) acc1: 21.8750 (20.1437) acc5: 46.8750 (44.3646) time: 0.0939 data: 0.0014 max mem: 2911 Epoch: [3] [370/391] eta: 0:00:02 lr: 0.1 img/s: 870.802940355931 loss: 3.5458 (3.6175) acc1: 18.7500 (20.1061) acc5: 43.7500 (44.3059) time: 0.0693 data: 0.0007 max mem: 2911 Epoch: [3] [380/391] eta: 0:00:01 lr: 0.1 img/s: 872.0759944381635 loss: 3.5458 (3.6165) acc1: 15.6250 (20.0787) acc5: 43.7500 (44.3570) time: 0.0409 data: 0.0001 max mem: 2911 Epoch: [3] [390/391] eta: 0:00:00 lr: 0.1 img/s: 741.5868525508986 loss: 3.4542 (3.6124) acc1: 18.7500 (20.1440) acc5: 40.6250 (44.2720) time: 0.0365 data: 0.0001 max mem: 2911 Epoch: [3] Total time: 0:00:40 Test: [ 0/40] eta: 0:01:46 loss: 3.6292 (3.6292) acc1: 18.7500 (18.7500) acc5: 43.7500 (43.7500) time: 2.6552 data: 2.6418 max mem: 2911 Test: Total time: 0:00:05 Test: Acc@1 22.720 Acc@5 48.260 Epoch: [4] [ 0/391] eta: 0:24:40 lr: 0.1 img/s: 873.3755083714544 loss: 2.8219 (2.8219) acc1: 31.2500 (31.2500) acc5: 62.5000 (62.5000) time: 3.7870 data: 3.7503 max mem: 2911 Epoch: [4] [ 10/391] eta: 0:02:41 lr: 0.1 img/s: 206.19854819753732 loss: 3.5461 (3.4490) acc1: 21.8750 (22.7273) acc5: 43.7500 (47.1591) time: 0.4235 data: 0.3533 max mem: 2911 Epoch: [4] [ 20/391] eta: 0:01:39 lr: 0.1 img/s: 357.1349110473687 loss: 3.5095 (3.4305) acc1: 21.8750 (24.7024) acc5: 43.7500 (47.0238) time: 0.0919 data: 0.0070 max mem: 2911 Epoch: [4] [ 30/391] eta: 0:01:16 lr: 0.1 img/s: 300.37962790968317 loss: 3.5095 (3.4215) acc1: 21.8750 (22.6815) acc5: 46.8750 (48.2863) time: 0.0946 data: 0.0010 max mem: 2911 Epoch: [4] [ 40/391] eta: 0:01:05 lr: 0.1 img/s: 637.6623781380057 loss: 3.5155 (3.4276) acc1: 18.7500 (22.5610) acc5: 50.0000 (48.7043) time: 0.0992 data: 0.0011 max mem: 2911 Epoch: [4] [ 50/391] eta: 0:00:57 lr: 0.1 img/s: 367.3484285749475 loss: 3.5198 (3.4514) acc1: 21.8750 (22.4877) acc5: 43.7500 (47.7328) time: 0.1023 data: 0.0005 max mem: 2911 Epoch: [4] [ 60/391] eta: 0:00:51 lr: 0.1 img/s: 306.70626356801716 loss: 3.5494 (3.4433) acc1: 21.8750 (22.4385) acc5: 43.7500 (48.0020) time: 0.0954 data: 0.0017 max mem: 2911 Epoch: [4] [ 70/391] eta: 0:00:47 lr: 0.1 img/s: 350.0540608210318 loss: 3.3195 (3.4342) acc1: 25.0000 (22.9313) acc5: 46.8750 (48.0194) time: 0.0954 data: 0.0027 max mem: 2911 Epoch: [4] [ 80/391] eta: 0:00:44 lr: 0.1 img/s: 229.351250670704 loss: 3.3195 (3.4246) acc1: 25.0000 (22.9938) acc5: 46.8750 (47.9552) time: 0.1006 data: 0.0028 max mem: 2911 Epoch: [4] [ 90/391] eta: 0:00:41 lr: 0.1 img/s: 373.3310190980045 loss: 3.3367 (3.4209) acc1: 21.8750 (22.9052) acc5: 46.8750 (48.1799) time: 0.0976 data: 0.0020 max mem: 2911 Epoch: [4] [100/391] eta: 0:00:38 lr: 0.1 img/s: 284.5181276855536 loss: 3.4553 (3.4293) acc1: 21.8750 (22.9889) acc5: 46.8750 (48.0817) time: 0.0960 data: 0.0022 max mem: 2911 Epoch: [4] [110/391] eta: 0:00:36 lr: 0.1 img/s: 267.1658837205599 loss: 3.4743 (3.4378) acc1: 21.8750 (22.9167) acc5: 43.7500 (47.7477) time: 0.0946 data: 0.0033 max mem: 2911 Epoch: [4] [120/391] eta: 0:00:34 lr: 0.1 img/s: 296.3668457439879 loss: 3.5678 (3.4522) acc1: 18.7500 (22.8822) acc5: 43.7500 (47.5465) time: 0.0939 data: 0.0027 max mem: 2911 Epoch: [4] [130/391] eta: 0:00:32 lr: 0.1 img/s: 250.8189371316233 loss: 3.5144 (3.4605) acc1: 25.0000 (23.0200) acc5: 46.8750 (47.3760) time: 0.0999 data: 0.0015 max mem: 2911 Epoch: [4] [140/391] eta: 0:00:30 lr: 0.1 img/s: 422.5586545393869 loss: 3.4779 (3.4598) acc1: 21.8750 (22.9610) acc5: 50.0000 (47.5842) time: 0.0986 data: 0.0008 max mem: 2911 Epoch: [4] [150/391] eta: 0:00:29 lr: 0.1 img/s: 347.0822000346519 loss: 3.4272 (3.4556) acc1: 21.8750 (23.0339) acc5: 46.8750 (47.4752) time: 0.0948 data: 0.0015 max mem: 2911 Epoch: [4] [160/391] eta: 0:00:27 lr: 0.1 img/s: 580.5340380714283 loss: 3.3069 (3.4620) acc1: 21.8750 (22.8843) acc5: 46.8750 (47.3214) time: 0.0957 data: 0.0058 max mem: 2911 Epoch: [4] [170/391] eta: 0:00:26 lr: 0.1 img/s: 327.8336720337658 loss: 3.3046 (3.4531) acc1: 21.8750 (22.8984) acc5: 43.7500 (47.2222) time: 0.0986 data: 0.0069 max mem: 2911 Epoch: [4] [180/391] eta: 0:00:24 lr: 0.1 img/s: 292.2083592773697 loss: 3.3712 (3.4556) acc1: 21.8750 (22.8073) acc5: 43.7500 (47.1858) time: 0.0966 data: 0.0029 max mem: 2911 Epoch: [4] [190/391] eta: 0:00:23 lr: 0.1 img/s: 501.6453738483676 loss: 3.2864 (3.4445) acc1: 21.8750 (22.9221) acc5: 46.8750 (47.5295) time: 0.0964 data: 0.0015 max mem: 2911 Epoch: [4] [200/391] eta: 0:00:21 lr: 0.1 img/s: 308.48976739909904 loss: 3.3207 (3.4516) acc1: 21.8750 (22.6524) acc5: 50.0000 (47.5124) time: 0.0988 data: 0.0011 max mem: 2911 Epoch: [4] [210/391] eta: 0:00:20 lr: 0.1 img/s: 307.0795784734075 loss: 3.4490 (3.4441) acc1: 21.8750 (22.9710) acc5: 46.8750 (47.6748) time: 0.0999 data: 0.0014 max mem: 2911 Epoch: [4] [220/391] eta: 0:00:19 lr: 0.1 img/s: 266.5742346933709 loss: 3.3411 (3.4395) acc1: 25.0000 (23.0345) acc5: 50.0000 (47.6951) time: 0.0977 data: 0.0042 max mem: 2911 Epoch: [4] [230/391] eta: 0:00:18 lr: 0.1 img/s: 319.0502211900285 loss: 3.3411 (3.4371) acc1: 25.0000 (23.1331) acc5: 46.8750 (47.8084) time: 0.0971 data: 0.0059 max mem: 2911 Epoch: [4] [240/391] eta: 0:00:16 lr: 0.1 img/s: 397.0363113039826 loss: 3.3602 (3.4346) acc1: 21.8750 (23.1198) acc5: 46.8750 (47.8734) time: 0.0979 data: 0.0053 max mem: 2911 Epoch: [4] [250/391] eta: 0:00:15 lr: 0.1 img/s: 322.13929844351907 loss: 3.3390 (3.4328) acc1: 21.8750 (23.1947) acc5: 50.0000 (47.8959) time: 0.0973 data: 0.0037 max mem: 2911 Epoch: [4] [260/391] eta: 0:00:14 lr: 0.1 img/s: 353.49013018412245 loss: 3.4489 (3.4355) acc1: 25.0000 (23.2280) acc5: 46.8750 (47.8688) time: 0.0954 data: 0.0024 max mem: 2911 Epoch: [4] [270/391] eta: 0:00:13 lr: 0.1 img/s: 261.5692628501827 loss: 3.4769 (3.4357) acc1: 25.0000 (23.2703) acc5: 46.8750 (47.9013) time: 0.0984 data: 0.0014 max mem: 2911 Epoch: [4] [280/391] eta: 0:00:12 lr: 0.1 img/s: 359.16287035451273 loss: 3.3185 (3.4297) acc1: 25.0000 (23.2874) acc5: 50.0000 (48.0538) time: 0.1020 data: 0.0007 max mem: 2911 Epoch: [4] [290/391] eta: 0:00:11 lr: 0.1 img/s: 300.6225065290526 loss: 3.3301 (3.4332) acc1: 25.0000 (23.1851) acc5: 46.8750 (47.9381) time: 0.0962 data: 0.0018 max mem: 2911 Epoch: [4] [300/391] eta: 0:00:09 lr: 0.1 img/s: 373.6906628652887 loss: 3.4945 (3.4312) acc1: 25.0000 (23.2870) acc5: 46.8750 (47.9859) time: 0.0948 data: 0.0020 max mem: 2911 Epoch: [4] [310/391] eta: 0:00:08 lr: 0.1 img/s: 254.46048610321162 loss: 3.3361 (3.4255) acc1: 28.1250 (23.3923) acc5: 53.1250 (48.0908) time: 0.0987 data: 0.0026 max mem: 2911 Epoch: [4] [320/391] eta: 0:00:07 lr: 0.1 img/s: 382.59051973558564 loss: 3.3002 (3.4245) acc1: 25.0000 (23.3645) acc5: 50.0000 (48.1308) time: 0.0979 data: 0.0024 max mem: 2911 Epoch: [4] [330/391] eta: 0:00:06 lr: 0.1 img/s: 324.2459692031174 loss: 3.3436 (3.4211) acc1: 25.0000 (23.4328) acc5: 46.8750 (48.1590) time: 0.0944 data: 0.0016 max mem: 2911 Epoch: [4] [340/391] eta: 0:00:05 lr: 0.1 img/s: 414.791219454909 loss: 3.4449 (3.4245) acc1: 21.8750 (23.3138) acc5: 50.0000 (48.0938) time: 0.0968 data: 0.0015 max mem: 2911 Epoch: [4] [350/391] eta: 0:00:04 lr: 0.1 img/s: 239.55516448055343 loss: 3.4449 (3.4231) acc1: 21.8750 (23.3885) acc5: 50.0000 (48.1036) time: 0.1013 data: 0.0029 max mem: 2911 Epoch: [4] [360/391] eta: 0:00:03 lr: 0.1 img/s: 542.4933126927476 loss: 3.3263 (3.4220) acc1: 25.0000 (23.4678) acc5: 50.0000 (48.1215) time: 0.1003 data: 0.0030 max mem: 2911 Epoch: [4] [370/391] eta: 0:00:02 lr: 0.1 img/s: 864.0644808250662 loss: 3.3146 (3.4146) acc1: 25.0000 (23.5175) acc5: 53.1250 (48.2732) time: 0.0709 data: 0.0005 max mem: 2911 Epoch: [4] [380/391] eta: 0:00:01 lr: 0.1 img/s: 874.4965337503257 loss: 3.1940 (3.4088) acc1: 25.0000 (23.6467) acc5: 50.0000 (48.3350) time: 0.0409 data: 0.0001 max mem: 2911 Epoch: [4] [390/391] eta: 0:00:00 lr: 0.1 img/s: 740.1342874032769 loss: 3.1910 (3.4061) acc1: 25.0000 (23.6400) acc5: 50.0000 (48.4640) time: 0.0363 data: 0.0001 max mem: 2911 Epoch: [4] Total time: 0:00:40 Test: [ 0/40] eta: 0:02:18 loss: 3.1855 (3.1855) acc1: 18.7500 (18.7500) acc5: 59.3750 (59.3750) time: 3.4643 data: 3.4511 max mem: 2911 Test: Total time: 0:00:05 Test: Acc@1 31.000 Acc@5 57.960 Epoch: [5] [ 0/391] eta: 0:24:17 lr: 0.1 img/s: 502.4679372709337 loss: 3.4917 (3.4917) acc1: 25.0000 (25.0000) acc5: 46.8750 (46.8750) time: 3.7271 data: 3.6634 max mem: 2911 Epoch: [5] [ 10/391] eta: 0:02:40 lr: 0.1 img/s: 394.65007512650953 loss: 3.1829 (3.2754) acc1: 25.0000 (25.2841) acc5: 46.8750 (49.7159) time: 0.4214 data: 0.3515 max mem: 2911 Epoch: [5] [ 20/391] eta: 0:01:39 lr: 0.1 img/s: 319.86760850706855 loss: 3.1829 (3.3200) acc1: 21.8750 (24.4048) acc5: 50.0000 (50.2976) time: 0.0941 data: 0.0117 max mem: 2911 Epoch: [5] [ 30/391] eta: 0:01:16 lr: 0.1 img/s: 347.5333518038534 loss: 3.2387 (3.3164) acc1: 21.8750 (25.1008) acc5: 50.0000 (50.4032) time: 0.0946 data: 0.0020 max mem: 2911 Epoch: [5] [ 40/391] eta: 0:01:05 lr: 0.1 img/s: 232.26404691737025 loss: 3.3208 (3.3099) acc1: 25.0000 (25.6860) acc5: 50.0000 (50.3811) time: 0.1018 data: 0.0022 max mem: 2911 Epoch: [5] [ 50/391] eta: 0:00:56 lr: 0.1 img/s: 338.5267405845499 loss: 3.2243 (3.2940) acc1: 28.1250 (26.0417) acc5: 53.1250 (50.6740) time: 0.0964 data: 0.0022 max mem: 2911 Epoch: [5] [ 60/391] eta: 0:00:51 lr: 0.1 img/s: 362.7957205490412 loss: 3.2243 (3.3072) acc1: 25.0000 (25.9221) acc5: 53.1250 (50.8197) time: 0.0919 data: 0.0049 max mem: 2911 Epoch: [5] [ 70/391] eta: 0:00:47 lr: 0.1 img/s: 497.3587439459574 loss: 3.2933 (3.3134) acc1: 25.0000 (25.7923) acc5: 50.0000 (50.4842) time: 0.0972 data: 0.0055 max mem: 2911 Epoch: [5] [ 80/391] eta: 0:00:43 lr: 0.1 img/s: 327.4769259297213 loss: 3.2143 (3.2957) acc1: 25.0000 (25.8488) acc5: 50.0000 (51.0417) time: 0.0948 data: 0.0018 max mem: 2911 Epoch: [5] [ 90/391] eta: 0:00:40 lr: 0.1 img/s: 391.95325216903746 loss: 3.1629 (3.2975) acc1: 25.0000 (25.8929) acc5: 53.1250 (51.2706) time: 0.0991 data: 0.0014 max mem: 2911 Epoch: [5] [100/391] eta: 0:00:38 lr: 0.1 img/s: 389.2162706870703 loss: 3.1378 (3.2758) acc1: 28.1250 (26.3923) acc5: 56.2500 (52.0421) time: 0.0973 data: 0.0018 max mem: 2911 Epoch: [5] [110/391] eta: 0:00:36 lr: 0.1 img/s: 275.05887367817036 loss: 3.1317 (3.2613) acc1: 28.1250 (26.4640) acc5: 56.2500 (52.1678) time: 0.0945 data: 0.0033 max mem: 2911 Epoch: [5] [120/391] eta: 0:00:34 lr: 0.1 img/s: 306.0991155770643 loss: 3.2315 (3.2609) acc1: 25.0000 (26.2655) acc5: 50.0000 (52.3502) time: 0.0966 data: 0.0031 max mem: 2911 Epoch: [5] [130/391] eta: 0:00:32 lr: 0.1 img/s: 272.6367889172143 loss: 3.3372 (3.2692) acc1: 21.8750 (26.0258) acc5: 50.0000 (52.4332) time: 0.0953 data: 0.0022 max mem: 2911 Epoch: [5] [140/391] eta: 0:00:30 lr: 0.1 img/s: 358.82871533830246 loss: 3.3259 (3.2711) acc1: 21.8750 (25.6871) acc5: 53.1250 (52.5488) time: 0.0994 data: 0.0021 max mem: 2911 Epoch: [5] [150/391] eta: 0:00:28 lr: 0.1 img/s: 400.75042100108686 loss: 3.2212 (3.2706) acc1: 25.0000 (25.9106) acc5: 53.1250 (52.4214) time: 0.0965 data: 0.0019 max mem: 2911 Epoch: [5] [160/391] eta: 0:00:27 lr: 0.1 img/s: 461.8085502434325 loss: 3.2713 (3.2722) acc1: 25.0000 (26.0287) acc5: 53.1250 (52.4068) time: 0.0949 data: 0.0019 max mem: 2911 Epoch: [5] [170/391] eta: 0:00:26 lr: 0.1 img/s: 273.608852176962 loss: 3.2356 (3.2625) acc1: 25.0000 (26.0782) acc5: 53.1250 (52.6499) time: 0.1019 data: 0.0016 max mem: 2911 Epoch: [5] [180/391] eta: 0:00:24 lr: 0.1 img/s: 322.5875894689785 loss: 3.2250 (3.2585) acc1: 28.1250 (26.1568) acc5: 53.1250 (52.6070) time: 0.0988 data: 0.0015 max mem: 2911 Epoch: [5] [190/391] eta: 0:00:23 lr: 0.1 img/s: 304.80683658198154 loss: 3.1039 (3.2472) acc1: 28.1250 (26.3253) acc5: 56.2500 (52.9450) time: 0.0948 data: 0.0018 max mem: 2911 Epoch: [5] [200/391] eta: 0:00:21 lr: 0.1 img/s: 442.95841295300704 loss: 3.0693 (3.2452) acc1: 28.1250 (26.4770) acc5: 56.2500 (53.0473) time: 0.0960 data: 0.0020 max mem: 2911 Epoch: [5] [210/391] eta: 0:00:20 lr: 0.1 img/s: 266.65473567516125 loss: 3.1832 (3.2444) acc1: 28.1250 (26.6291) acc5: 53.1250 (52.9917) time: 0.0980 data: 0.0022 max mem: 2911 Epoch: [5] [220/391] eta: 0:00:19 lr: 0.1 img/s: 253.23144032300667 loss: 3.3269 (3.2527) acc1: 28.1250 (26.4564) acc5: 50.0000 (52.7998) time: 0.0953 data: 0.0031 max mem: 2911 Epoch: [5] [230/391] eta: 0:00:18 lr: 0.1 img/s: 317.4061457983531 loss: 3.2316 (3.2435) acc1: 28.1250 (26.5152) acc5: 53.1250 (53.0303) time: 0.0984 data: 0.0023 max mem: 2911 Epoch: [5] [240/391] eta: 0:00:16 lr: 0.1 img/s: 461.4798687947408 loss: 3.0013 (3.2400) acc1: 25.0000 (26.4393) acc5: 56.2500 (53.0991) time: 0.0987 data: 0.0018 max mem: 2911 Epoch: [5] [250/391] eta: 0:00:15 lr: 0.1 img/s: 320.02624726988336 loss: 3.1220 (3.2396) acc1: 21.8750 (26.5189) acc5: 53.1250 (53.0876) time: 0.1000 data: 0.0028 max mem: 2911 Epoch: [5] [260/391] eta: 0:00:14 lr: 0.1 img/s: 338.93536836044626 loss: 3.2435 (3.2441) acc1: 25.0000 (26.5685) acc5: 50.0000 (52.9095) time: 0.0952 data: 0.0027 max mem: 2911 Epoch: [5] [270/391] eta: 0:00:13 lr: 0.1 img/s: 372.61897662693883 loss: 3.2764 (3.2432) acc1: 28.1250 (26.6144) acc5: 46.8750 (52.9290) time: 0.0944 data: 0.0031 max mem: 2911 Epoch: [5] [280/391] eta: 0:00:12 lr: 0.1 img/s: 284.54889057551 loss: 3.2819 (3.2407) acc1: 28.1250 (26.6681) acc5: 56.2500 (53.0472) time: 0.0999 data: 0.0028 max mem: 2911 Epoch: [5] [290/391] eta: 0:00:11 lr: 0.1 img/s: 242.15924106997875 loss: 3.2708 (3.2443) acc1: 28.1250 (26.6538) acc5: 53.1250 (52.9532) time: 0.0994 data: 0.0013 max mem: 2911 Epoch: [5] [300/391] eta: 0:00:09 lr: 0.1 img/s: 409.7788280408015 loss: 3.2617 (3.2435) acc1: 25.0000 (26.6507) acc5: 50.0000 (52.9693) time: 0.0995 data: 0.0014 max mem: 2911 Epoch: [5] [310/391] eta: 0:00:08 lr: 0.1 img/s: 365.7138871177814 loss: 3.2617 (3.2466) acc1: 25.0000 (26.6077) acc5: 50.0000 (52.8838) time: 0.0950 data: 0.0024 max mem: 2911 Epoch: [5] [320/391] eta: 0:00:07 lr: 0.1 img/s: 285.4135674748063 loss: 3.1572 (3.2450) acc1: 25.0000 (26.5868) acc5: 50.0000 (52.9303) time: 0.0966 data: 0.0026 max mem: 2911 Epoch: [5] [330/391] eta: 0:00:06 lr: 0.1 img/s: 329.0771316698581 loss: 3.1085 (3.2468) acc1: 25.0000 (26.5861) acc5: 53.1250 (52.8890) time: 0.1024 data: 0.0018 max mem: 2911 Epoch: [5] [340/391] eta: 0:00:05 lr: 0.1 img/s: 388.64486836466403 loss: 3.3275 (3.2487) acc1: 25.0000 (26.6037) acc5: 53.1250 (52.8226) time: 0.0962 data: 0.0019 max mem: 2911 Epoch: [5] [350/391] eta: 0:00:04 lr: 0.1 img/s: 407.86364202689356 loss: 3.2919 (3.2478) acc1: 28.1250 (26.6293) acc5: 53.1250 (52.7511) time: 0.0937 data: 0.0032 max mem: 2911 Epoch: [5] [360/391] eta: 0:00:03 lr: 0.1 img/s: 514.6247148274394 loss: 3.1000 (3.2489) acc1: 28.1250 (26.5582) acc5: 50.0000 (52.7095) time: 0.1005 data: 0.0026 max mem: 2911 Epoch: [5] [370/391] eta: 0:00:02 lr: 0.1 img/s: 866.6141171001317 loss: 3.3792 (3.2510) acc1: 21.8750 (26.4909) acc5: 50.0000 (52.6280) time: 0.0708 data: 0.0008 max mem: 2911 Epoch: [5] [380/391] eta: 0:00:01 lr: 0.1 img/s: 864.5264283413849 loss: 3.2607 (3.2486) acc1: 28.1250 (26.5994) acc5: 53.1250 (52.6575) time: 0.0387 data: 0.0001 max mem: 2911 Epoch: [5] [390/391] eta: 0:00:00 lr: 0.1 img/s: 735.9331847770779 loss: 3.0681 (3.2445) acc1: 28.1250 (26.6640) acc5: 53.1250 (52.7200) time: 0.0364 data: 0.0001 max mem: 2911 Epoch: [5] Total time: 0:00:40 Test: [ 0/40] eta: 0:01:23 loss: 2.8424 (2.8424) acc1: 34.3750 (34.3750) acc5: 62.5000 (62.5000) time: 2.0798 data: 2.0668 max mem: 2911 Test: Total time: 0:00:05 Test: Acc@1 30.100 Acc@5 57.080 Epoch: [6] [ 0/391] eta: 0:24:57 lr: 0.1 img/s: 854.8736520958198 loss: 3.0824 (3.0824) acc1: 28.1250 (28.1250) acc5: 59.3750 (59.3750) time: 3.8288 data: 3.7913 max mem: 2911 Epoch: [6] [ 10/391] eta: 0:02:41 lr: 0.1 img/s: 283.7938093757995 loss: 3.0225 (3.1076) acc1: 31.2500 (29.5455) acc5: 56.2500 (55.3977) time: 0.4241 data: 0.3504 max mem: 2911 Epoch: [6] [ 20/391] eta: 0:01:39 lr: 0.1 img/s: 364.0503744449779 loss: 3.1689 (3.2272) acc1: 25.0000 (27.5298) acc5: 53.1250 (53.7202) time: 0.0897 data: 0.0057 max mem: 2911 Epoch: [6] [ 30/391] eta: 0:01:16 lr: 0.1 img/s: 323.34141499797636 loss: 3.2350 (3.2266) acc1: 25.0000 (27.0161) acc5: 53.1250 (53.3266) time: 0.0967 data: 0.0039 max mem: 2911 Epoch: [6] [ 40/391] eta: 0:01:04 lr: 0.1 img/s: 235.78614807592646 loss: 3.2350 (3.2155) acc1: 25.0000 (27.8963) acc5: 53.1250 (53.2774) time: 0.0952 data: 0.0019 max mem: 2911 Epoch: [6] [ 50/391] eta: 0:00:56 lr: 0.1 img/s: 322.69539606709833 loss: 3.0935 (3.1768) acc1: 28.1250 (28.5539) acc5: 56.2500 (53.9828) time: 0.0941 data: 0.0013 max mem: 2911 Epoch: [6] [ 60/391] eta: 0:00:51 lr: 0.1 img/s: 341.54961612552705 loss: 3.0036 (3.1620) acc1: 28.1250 (28.5861) acc5: 56.2500 (54.3545) time: 0.0962 data: 0.0015 max mem: 2911 Epoch: [6] [ 70/391] eta: 0:00:47 lr: 0.1 img/s: 353.24823859793185 loss: 2.9650 (3.1546) acc1: 28.1250 (28.7412) acc5: 53.1250 (54.3134) time: 0.0969 data: 0.0012 max mem: 2911 Epoch: [6] [ 80/391] eta: 0:00:43 lr: 0.1 img/s: 241.4174621418563 loss: 3.0370 (3.1413) acc1: 31.2500 (29.1281) acc5: 59.3750 (55.1698) time: 0.0976 data: 0.0008 max mem: 2911 Epoch: [6] [ 90/391] eta: 0:00:40 lr: 0.1 img/s: 426.03392585068565 loss: 3.0657 (3.1492) acc1: 31.2500 (28.9835) acc5: 59.3750 (55.0824) time: 0.0975 data: 0.0012 max mem: 2911 Epoch: [6] [100/391] eta: 0:00:38 lr: 0.1 img/s: 273.37312131723183 loss: 3.1188 (3.1489) acc1: 25.0000 (28.7129) acc5: 53.1250 (54.8577) time: 0.0966 data: 0.0013 max mem: 2911 Epoch: [6] [110/391] eta: 0:00:36 lr: 0.1 img/s: 370.2629512845765 loss: 3.1029 (3.1511) acc1: 25.0000 (28.7162) acc5: 50.0000 (54.6734) time: 0.0948 data: 0.0009 max mem: 2911 Epoch: [6] [120/391] eta: 0:00:34 lr: 0.1 img/s: 261.10874462580006 loss: 3.0245 (3.1389) acc1: 31.2500 (29.1581) acc5: 50.0000 (54.8554) time: 0.0967 data: 0.0009 max mem: 2911 Epoch: [6] [130/391] eta: 0:00:32 lr: 0.1 img/s: 338.1267631535855 loss: 2.8966 (3.1156) acc1: 31.2500 (29.4132) acc5: 56.2500 (55.2958) time: 0.0961 data: 0.0007 max mem: 2911 Epoch: [6] [140/391] eta: 0:00:30 lr: 0.1 img/s: 312.75321158851585 loss: 2.9841 (3.1210) acc1: 31.2500 (29.2110) acc5: 56.2500 (55.2083) time: 0.0992 data: 0.0018 max mem: 2911 Epoch: [6] [150/391] eta: 0:00:29 lr: 0.1 img/s: 340.0026041468759 loss: 3.0463 (3.1199) acc1: 28.1250 (29.2012) acc5: 56.2500 (55.1118) time: 0.1012 data: 0.0030 max mem: 2911 Epoch: [6] [160/391] eta: 0:00:27 lr: 0.1 img/s: 307.23914561257726 loss: 3.1582 (3.1303) acc1: 25.0000 (29.0761) acc5: 53.1250 (54.7943) time: 0.0976 data: 0.0026 max mem: 2911 Epoch: [6] [170/391] eta: 0:00:26 lr: 0.1 img/s: 254.44263758846023 loss: 3.1582 (3.1286) acc1: 25.0000 (28.9839) acc5: 50.0000 (54.9159) time: 0.1021 data: 0.0017 max mem: 2911 Epoch: [6] [180/391] eta: 0:00:24 lr: 0.1 img/s: 389.85955291165124 loss: 3.1068 (3.1334) acc1: 25.0000 (28.9019) acc5: 56.2500 (54.8860) time: 0.0980 data: 0.0040 max mem: 2911 Epoch: [6] [190/391] eta: 0:00:23 lr: 0.1 img/s: 469.82171535785045 loss: 3.1168 (3.1309) acc1: 31.2500 (29.0903) acc5: 56.2500 (55.0229) time: 0.0951 data: 0.0045 max mem: 2911 Epoch: [6] [200/391] eta: 0:00:22 lr: 0.1 img/s: 341.51659139196704 loss: 3.0819 (3.1240) acc1: 31.2500 (29.2289) acc5: 56.2500 (55.1150) time: 0.1036 data: 0.0023 max mem: 2911 Epoch: [6] [210/391] eta: 0:00:20 lr: 0.1 img/s: 357.0817029110819 loss: 3.0433 (3.1258) acc1: 28.1250 (29.1469) acc5: 56.2500 (55.0948) time: 0.0986 data: 0.0025 max mem: 2911 Epoch: [6] [220/391] eta: 0:00:19 lr: 0.1 img/s: 361.7738268836304 loss: 2.9615 (3.1172) acc1: 28.1250 (29.3835) acc5: 56.2500 (55.1753) time: 0.0964 data: 0.0019 max mem: 2911 Epoch: [6] [230/391] eta: 0:00:18 lr: 0.1 img/s: 381.4878562475308 loss: 2.9777 (3.1202) acc1: 28.1250 (29.3966) acc5: 53.1250 (55.1001) time: 0.1007 data: 0.0011 max mem: 2911 Epoch: [6] [240/391] eta: 0:00:16 lr: 0.1 img/s: 331.8245666083207 loss: 3.0894 (3.1190) acc1: 28.1250 (29.3439) acc5: 53.1250 (55.1478) time: 0.0946 data: 0.0015 max mem: 2911 Epoch: [6] [250/391] eta: 0:00:15 lr: 0.1 img/s: 360.1236601117792 loss: 3.1138 (3.1189) acc1: 28.1250 (29.3327) acc5: 53.1250 (55.0921) time: 0.0966 data: 0.0013 max mem: 2911 Epoch: [6] [260/391] eta: 0:00:14 lr: 0.1 img/s: 316.7499610604766 loss: 3.0663 (3.1129) acc1: 31.2500 (29.5378) acc5: 53.1250 (55.2203) time: 0.0947 data: 0.0013 max mem: 2911 Epoch: [6] [270/391] eta: 0:00:13 lr: 0.1 img/s: 388.3850812694058 loss: 3.0918 (3.1156) acc1: 31.2500 (29.4165) acc5: 53.1250 (55.0969) time: 0.0947 data: 0.0012 max mem: 2911 Epoch: [6] [280/391] eta: 0:00:12 lr: 0.1 img/s: 328.87393442502446 loss: 2.9917 (3.1113) acc1: 31.2500 (29.6263) acc5: 53.1250 (55.1601) time: 0.1004 data: 0.0006 max mem: 2911 Epoch: [6] [290/391] eta: 0:00:11 lr: 0.1 img/s: 272.4585793831719 loss: 2.9024 (3.1041) acc1: 31.2500 (29.6607) acc5: 56.2500 (55.3909) time: 0.0975 data: 0.0013 max mem: 2911 Epoch: [6] [300/391] eta: 0:00:09 lr: 0.1 img/s: 500.304646030894 loss: 3.1285 (3.1057) acc1: 28.1250 (29.5993) acc5: 56.2500 (55.4298) time: 0.0970 data: 0.0021 max mem: 2911 Epoch: [6] [310/391] eta: 0:00:08 lr: 0.1 img/s: 307.8225873405761 loss: 2.9562 (3.0960) acc1: 31.2500 (29.7528) acc5: 56.2500 (55.6371) time: 0.1015 data: 0.0039 max mem: 2911 Epoch: [6] [320/391] eta: 0:00:07 lr: 0.1 img/s: 297.6511022946268 loss: 2.8608 (3.0967) acc1: 31.2500 (29.7118) acc5: 62.5000 (55.6562) time: 0.0963 data: 0.0043 max mem: 2911 Epoch: [6] [330/391] eta: 0:00:06 lr: 0.1 img/s: 225.25384366225785 loss: 3.1060 (3.0958) acc1: 28.1250 (29.6356) acc5: 56.2500 (55.5986) time: 0.0942 data: 0.0022 max mem: 2911 Epoch: [6] [340/391] eta: 0:00:05 lr: 0.1 img/s: 263.23859956734157 loss: 3.1600 (3.1016) acc1: 28.1250 (29.5180) acc5: 56.2500 (55.5902) time: 0.1007 data: 0.0011 max mem: 2911 Epoch: [6] [350/391] eta: 0:00:04 lr: 0.1 img/s: 386.4326725689196 loss: 3.1220 (3.1012) acc1: 25.0000 (29.4783) acc5: 56.2500 (55.6090) time: 0.0938 data: 0.0020 max mem: 2911 Epoch: [6] [360/391] eta: 0:00:03 lr: 0.1 img/s: 453.79241232177816 loss: 3.1154 (3.1041) acc1: 25.0000 (29.3802) acc5: 53.1250 (55.5834) time: 0.0938 data: 0.0033 max mem: 2911 Epoch: [6] [370/391] eta: 0:00:02 lr: 0.1 img/s: 864.4095033844053 loss: 2.9823 (3.0976) acc1: 31.2500 (29.5232) acc5: 59.3750 (55.7867) time: 0.0725 data: 0.0017 max mem: 2911 Epoch: [6] [380/391] eta: 0:00:01 lr: 0.1 img/s: 864.9275541636057 loss: 2.9425 (3.0949) acc1: 31.2500 (29.5850) acc5: 62.5000 (55.8235) time: 0.0405 data: 0.0001 max mem: 2911 Epoch: [6] [390/391] eta: 0:00:00 lr: 0.1 img/s: 731.5880449665542 loss: 3.0175 (3.0951) acc1: 28.1250 (29.4640) acc5: 56.2500 (55.8720) time: 0.0365 data: 0.0001 max mem: 2911 Epoch: [6] Total time: 0:00:40 Test: [ 0/40] eta: 0:01:36 loss: 2.4022 (2.4022) acc1: 37.5000 (37.5000) acc5: 68.7500 (68.7500) time: 2.4193 data: 2.3947 max mem: 2911 Test: Total time: 0:00:05 Test: Acc@1 35.640 Acc@5 63.540 Epoch: [7] [ 0/391] eta: 0:24:08 lr: 0.1 img/s: 579.203756127874 loss: 2.7897 (2.7897) acc1: 34.3750 (34.3750) acc5: 71.8750 (71.8750) time: 3.7037 data: 3.6485 max mem: 2911 Epoch: [7] [ 10/391] eta: 0:02:39 lr: 0.1 img/s: 370.0995938266056 loss: 2.9051 (3.0079) acc1: 34.3750 (34.3750) acc5: 53.1250 (56.8182) time: 0.4179 data: 0.3467 max mem: 2911 Epoch: [7] [ 20/391] eta: 0:01:38 lr: 0.1 img/s: 363.99409875900375 loss: 2.9928 (3.0553) acc1: 31.2500 (31.2500) acc5: 53.1250 (57.4405) time: 0.0943 data: 0.0098 max mem: 2911 Epoch: [7] [ 30/391] eta: 0:01:16 lr: 0.1 img/s: 319.5576496806036 loss: 2.9385 (2.9914) acc1: 31.2500 (31.7540) acc5: 56.2500 (58.2661) time: 0.1004 data: 0.0032 max mem: 2911 Epoch: [7] [ 40/391] eta: 0:01:04 lr: 0.1 img/s: 390.94629713237117 loss: 2.8451 (2.9586) acc1: 34.3750 (32.6220) acc5: 56.2500 (58.5366) time: 0.0981 data: 0.0022 max mem: 2911 Epoch: [7] [ 50/391] eta: 0:00:56 lr: 0.1 img/s: 275.0149127731857 loss: 2.8354 (2.9465) acc1: 34.3750 (33.1495) acc5: 59.3750 (58.6397) time: 0.0960 data: 0.0008 max mem: 2911 Epoch: [7] [ 60/391] eta: 0:00:51 lr: 0.1 img/s: 282.89835131250027 loss: 2.9744 (3.0104) acc1: 31.2500 (31.8135) acc5: 56.2500 (57.7869) time: 0.0960 data: 0.0027 max mem: 2911 Epoch: [7] [ 70/391] eta: 0:00:47 lr: 0.1 img/s: 295.75558214506856 loss: 3.1135 (2.9899) acc1: 31.2500 (31.9542) acc5: 56.2500 (58.0546) time: 0.0961 data: 0.0028 max mem: 2911 Epoch: [7] [ 80/391] eta: 0:00:44 lr: 0.1 img/s: 294.71262288134665 loss: 2.8720 (2.9684) acc1: 34.3750 (32.2531) acc5: 62.5000 (58.7963) time: 0.0996 data: 0.0027 max mem: 2911 Epoch: [7] [ 90/391] eta: 0:00:40 lr: 0.1 img/s: 233.70420646832872 loss: 2.8720 (2.9763) acc1: 34.3750 (32.4863) acc5: 59.3750 (58.4135) time: 0.0970 data: 0.0029 max mem: 2911 Epoch: [7] [100/391] eta: 0:00:38 lr: 0.1 img/s: 389.9852917675158 loss: 2.9735 (2.9850) acc1: 31.2500 (32.3329) acc5: 56.2500 (58.4468) time: 0.0934 data: 0.0019 max mem: 2911 Epoch: [7] [110/391] eta: 0:00:36 lr: 0.1 img/s: 318.65330493847387 loss: 3.0000 (2.9838) acc1: 31.2500 (32.3480) acc5: 59.3750 (58.3896) time: 0.0956 data: 0.0021 max mem: 2911 Epoch: [7] [120/391] eta: 0:00:34 lr: 0.1 img/s: 314.1241913891723 loss: 2.9034 (2.9736) acc1: 31.2500 (32.5930) acc5: 62.5000 (58.6777) time: 0.0970 data: 0.0016 max mem: 2911 Epoch: [7] [130/391] eta: 0:00:32 lr: 0.1 img/s: 316.4333290896317 loss: 2.9655 (2.9786) acc1: 28.1250 (32.3950) acc5: 56.2500 (58.3492) time: 0.0988 data: 0.0032 max mem: 2911 Epoch: [7] [140/391] eta: 0:00:30 lr: 0.1 img/s: 376.2593435674318 loss: 3.0736 (2.9827) acc1: 28.1250 (31.9592) acc5: 56.2500 (58.2447) time: 0.1002 data: 0.0031 max mem: 2911 Epoch: [7] [150/391] eta: 0:00:29 lr: 0.1 img/s: 505.7662854451248 loss: 3.0736 (2.9916) acc1: 25.0000 (31.7467) acc5: 56.2500 (57.9677) time: 0.0950 data: 0.0035 max mem: 2911 Epoch: [7] [160/391] eta: 0:00:27 lr: 0.1 img/s: 371.0480529461526 loss: 3.0604 (2.9924) acc1: 28.1250 (31.8129) acc5: 59.3750 (58.1910) time: 0.0948 data: 0.0035 max mem: 2911 Epoch: [7] [170/391] eta: 0:00:26 lr: 0.1 img/s: 357.0503555400671 loss: 3.0874 (2.9999) acc1: 31.2500 (31.6520) acc5: 59.3750 (58.1140) time: 0.0975 data: 0.0029 max mem: 2911 Epoch: [7] [180/391] eta: 0:00:24 lr: 0.1 img/s: 333.7213670325845 loss: 2.9009 (2.9798) acc1: 31.2500 (31.9061) acc5: 59.3750 (58.5117) time: 0.0998 data: 0.0032 max mem: 2911 Epoch: [7] [190/391] eta: 0:00:23 lr: 0.1 img/s: 359.87453781535135 loss: 2.8376 (2.9852) acc1: 31.2500 (31.6754) acc5: 62.5000 (58.5406) time: 0.0975 data: 0.0028 max mem: 2911 Epoch: [7] [200/391] eta: 0:00:21 lr: 0.1 img/s: 336.0643796274735 loss: 3.0578 (2.9899) acc1: 25.0000 (31.6542) acc5: 59.3750 (58.4422) time: 0.0965 data: 0.0020 max mem: 2911 Epoch: [7] [210/391] eta: 0:00:20 lr: 0.1 img/s: 571.6257580919931 loss: 2.8457 (2.9827) acc1: 34.3750 (31.7387) acc5: 59.3750 (58.5900) time: 0.0955 data: 0.0026 max mem: 2911 Epoch: [7] [220/391] eta: 0:00:19 lr: 0.1 img/s: 372.7814600437724 loss: 2.9148 (2.9860) acc1: 31.2500 (31.7449) acc5: 56.2500 (58.4700) time: 0.0978 data: 0.0030 max mem: 2911 Epoch: [7] [230/391] eta: 0:00:18 lr: 0.1 img/s: 296.8433661395555 loss: 2.9997 (2.9891) acc1: 31.2500 (31.7641) acc5: 56.2500 (58.3874) time: 0.0990 data: 0.0014 max mem: 2911 Epoch: [7] [240/391] eta: 0:00:16 lr: 0.1 img/s: 327.2645274553789 loss: 2.9518 (2.9846) acc1: 31.2500 (31.8205) acc5: 56.2500 (58.4673) time: 0.1001 data: 0.0030 max mem: 2911 Epoch: [7] [250/391] eta: 0:00:15 lr: 0.1 img/s: 364.88569059496785 loss: 2.9518 (2.9874) acc1: 31.2500 (31.8103) acc5: 56.2500 (58.4412) time: 0.0998 data: 0.0026 max mem: 2911 Epoch: [7] [260/391] eta: 0:00:14 lr: 0.1 img/s: 395.9341809492905 loss: 2.9522 (2.9825) acc1: 31.2500 (31.7289) acc5: 59.3750 (58.5129) time: 0.0945 data: 0.0006 max mem: 2911 Epoch: [7] [270/391] eta: 0:00:13 lr: 0.1 img/s: 344.11449140852943 loss: 2.9149 (2.9828) acc1: 31.2500 (31.7113) acc5: 59.3750 (58.5447) time: 0.0972 data: 0.0013 max mem: 2911 Epoch: [7] [280/391] eta: 0:00:12 lr: 0.1 img/s: 366.0360369696656 loss: 2.9149 (2.9842) acc1: 31.2500 (31.6504) acc5: 56.2500 (58.4853) time: 0.0980 data: 0.0038 max mem: 2911 Epoch: [7] [290/391] eta: 0:00:11 lr: 0.1 img/s: 506.3807163095683 loss: 2.9185 (2.9795) acc1: 31.2500 (31.8514) acc5: 59.3750 (58.4944) time: 0.0978 data: 0.0035 max mem: 2911 Epoch: [7] [300/391] eta: 0:00:09 lr: 0.1 img/s: 421.48778726157053 loss: 2.9519 (2.9827) acc1: 34.3750 (31.7795) acc5: 59.3750 (58.4095) time: 0.0960 data: 0.0010 max mem: 2911 Epoch: [7] [310/391] eta: 0:00:08 lr: 0.1 img/s: 304.7791505914251 loss: 3.0576 (2.9858) acc1: 31.2500 (31.7524) acc5: 56.2500 (58.2898) time: 0.0961 data: 0.0017 max mem: 2911 Epoch: [7] [320/391] eta: 0:00:07 lr: 0.1 img/s: 319.0441539672013 loss: 2.9312 (2.9811) acc1: 31.2500 (31.8244) acc5: 56.2500 (58.3723) time: 0.0953 data: 0.0021 max mem: 2911 Epoch: [7] [330/391] eta: 0:00:06 lr: 0.1 img/s: 309.55986493717364 loss: 2.9312 (2.9860) acc1: 31.2500 (31.7126) acc5: 56.2500 (58.1854) time: 0.0985 data: 0.0019 max mem: 2911 Epoch: [7] [340/391] eta: 0:00:05 lr: 0.1 img/s: 308.41533600652593 loss: 2.9286 (2.9784) acc1: 34.3750 (31.8182) acc5: 59.3750 (58.3394) time: 0.0988 data: 0.0017 max mem: 2911 Epoch: [7] [350/391] eta: 0:00:04 lr: 0.1 img/s: 262.2894887007637 loss: 2.9172 (2.9800) acc1: 34.3750 (31.8376) acc5: 56.2500 (58.2265) time: 0.0946 data: 0.0014 max mem: 2911 Epoch: [7] [360/391] eta: 0:00:03 lr: 0.1 img/s: 487.2671192593937 loss: 2.9878 (2.9822) acc1: 31.2500 (31.8300) acc5: 56.2500 (58.1717) time: 0.0949 data: 0.0041 max mem: 2911 Epoch: [7] [370/391] eta: 0:00:02 lr: 0.1 img/s: 869.4096827268135 loss: 2.9501 (2.9793) acc1: 31.2500 (31.8144) acc5: 56.2500 (58.1789) time: 0.0704 data: 0.0035 max mem: 2911 Epoch: [7] [380/391] eta: 0:00:01 lr: 0.1 img/s: 872.7735055240177 loss: 2.8764 (2.9743) acc1: 31.2500 (31.8980) acc5: 59.3750 (58.2841) time: 0.0410 data: 0.0001 max mem: 2911 Epoch: [7] [390/391] eta: 0:00:00 lr: 0.1 img/s: 734.4254946594292 loss: 2.9550 (2.9736) acc1: 31.2500 (31.9280) acc5: 59.3750 (58.2800) time: 0.0364 data: 0.0001 max mem: 2911 Epoch: [7] Total time: 0:00:40 Test: [ 0/40] eta: 0:02:36 loss: 2.4720 (2.4720) acc1: 46.8750 (46.8750) acc5: 68.7500 (68.7500) time: 3.9243 data: 3.9065 max mem: 2911 Test: Total time: 0:00:05 Test: Acc@1 37.340 Acc@5 64.860 Epoch: [8] [ 0/391] eta: 0:21:37 lr: 0.1 img/s: 334.79020506309536 loss: 3.0044 (3.0044) acc1: 28.1250 (28.1250) acc5: 56.2500 (56.2500) time: 3.3174 data: 3.2218 max mem: 2911 Epoch: [8] [ 10/391] eta: 0:02:44 lr: 0.1 img/s: 296.9293945608481 loss: 3.0044 (2.9622) acc1: 28.1250 (30.9659) acc5: 59.3750 (58.5227) time: 0.4326 data: 0.3509 max mem: 2911 Epoch: [8] [ 20/391] eta: 0:01:40 lr: 0.1 img/s: 294.43914338740177 loss: 3.0079 (2.9667) acc1: 28.1250 (31.3988) acc5: 56.2500 (57.8869) time: 0.1180 data: 0.0322 max mem: 2911 Epoch: [8] [ 30/391] eta: 0:01:17 lr: 0.1 img/s: 432.9883476353313 loss: 3.0079 (2.9416) acc1: 31.2500 (32.3589) acc5: 56.2500 (58.5685) time: 0.0952 data: 0.0021 max mem: 2911 Epoch: [8] [ 40/391] eta: 0:01:05 lr: 0.1 img/s: 296.82629772477975 loss: 2.8980 (2.9335) acc1: 31.2500 (31.7073) acc5: 59.3750 (59.0701) time: 0.0991 data: 0.0023 max mem: 2911 Epoch: [8] [ 50/391] eta: 0:00:57 lr: 0.1 img/s: 312.89538738419503 loss: 2.7725 (2.8866) acc1: 31.2500 (32.5980) acc5: 62.5000 (59.9877) time: 0.0948 data: 0.0020 max mem: 2911 Epoch: [8] [ 60/391] eta: 0:00:52 lr: 0.1 img/s: 242.59869498418436 loss: 2.7489 (2.8919) acc1: 34.3750 (32.9918) acc5: 62.5000 (60.4508) time: 0.0975 data: 0.0021 max mem: 2911 Epoch: [8] [ 70/391] eta: 0:00:47 lr: 0.1 img/s: 474.2877012452825 loss: 2.9395 (2.9161) acc1: 31.2500 (32.7025) acc5: 59.3750 (60.1232) time: 0.0999 data: 0.0019 max mem: 2911 Epoch: [8] [ 80/391] eta: 0:00:44 lr: 0.1 img/s: 603.2772596311595 loss: 3.0151 (2.9041) acc1: 31.2500 (32.8318) acc5: 56.2500 (60.2623) time: 0.0934 data: 0.0033 max mem: 2911 Epoch: [8] [ 90/391] eta: 0:00:41 lr: 0.1 img/s: 341.5591771088875 loss: 2.9283 (2.9136) acc1: 34.3750 (32.8297) acc5: 59.3750 (60.1305) time: 0.0962 data: 0.0020 max mem: 2911 Epoch: [8] [100/391] eta: 0:00:38 lr: 0.1 img/s: 322.0666364319154 loss: 2.9345 (2.9174) acc1: 34.3750 (33.1993) acc5: 59.3750 (59.9938) time: 0.1006 data: 0.0004 max mem: 2911 Epoch: [8] [110/391] eta: 0:00:36 lr: 0.1 img/s: 393.5242093905578 loss: 2.9566 (2.9245) acc1: 31.2500 (32.8829) acc5: 56.2500 (59.6002) time: 0.0959 data: 0.0006 max mem: 2911 Epoch: [8] [120/391] eta: 0:00:34 lr: 0.1 img/s: 347.46677367160703 loss: 2.9969 (2.9228) acc1: 28.1250 (32.6963) acc5: 56.2500 (59.5300) time: 0.0921 data: 0.0013 max mem: 2911 Epoch: [8] [130/391] eta: 0:00:32 lr: 0.1 img/s: 420.53957312411484 loss: 2.8539 (2.9182) acc1: 31.2500 (32.8721) acc5: 59.3750 (59.4466) time: 0.0975 data: 0.0019 max mem: 2911 Epoch: [8] [140/391] eta: 0:00:30 lr: 0.1 img/s: 267.87880384560884 loss: 2.8603 (2.9112) acc1: 34.3750 (33.0009) acc5: 59.3750 (59.4858) time: 0.1026 data: 0.0019 max mem: 2911 Epoch: [8] [150/391] eta: 0:00:29 lr: 0.1 img/s: 420.36703028936347 loss: 2.8146 (2.8963) acc1: 34.3750 (33.2781) acc5: 62.5000 (59.8096) time: 0.0951 data: 0.0015 max mem: 2911 Epoch: [8] [160/391] eta: 0:00:27 lr: 0.1 img/s: 348.99729315800835 loss: 2.6567 (2.8833) acc1: 37.5000 (33.5792) acc5: 62.5000 (60.1126) time: 0.0938 data: 0.0032 max mem: 2911 Epoch: [8] [170/391] eta: 0:00:26 lr: 0.1 img/s: 337.23047236180906 loss: 2.6902 (2.8839) acc1: 34.3750 (33.4978) acc5: 62.5000 (59.9232) time: 0.0993 data: 0.0039 max mem: 2911 Epoch: [8] [180/391] eta: 0:00:24 lr: 0.1 img/s: 387.0031630878889 loss: 2.8228 (2.8845) acc1: 31.2500 (33.6153) acc5: 59.3750 (59.8412) time: 0.0957 data: 0.0027 max mem: 2911 Epoch: [8] [190/391] eta: 0:00:23 lr: 0.1 img/s: 430.53276364242913 loss: 2.7562 (2.8808) acc1: 34.3750 (33.6715) acc5: 59.3750 (59.8658) time: 0.0955 data: 0.0022 max mem: 2911 Epoch: [8] [200/391] eta: 0:00:21 lr: 0.1 img/s: 374.74446473344165 loss: 2.7297 (2.8858) acc1: 34.3750 (33.6132) acc5: 59.3750 (59.7170) time: 0.0973 data: 0.0019 max mem: 2911 Epoch: [8] [210/391] eta: 0:00:20 lr: 0.1 img/s: 405.95399594099626 loss: 2.9411 (2.8864) acc1: 31.2500 (33.6197) acc5: 62.5000 (59.8934) time: 0.0985 data: 0.0023 max mem: 2911 Epoch: [8] [220/391] eta: 0:00:19 lr: 0.1 img/s: 402.4302376483428 loss: 2.9591 (2.8944) acc1: 31.2500 (33.4842) acc5: 62.5000 (59.6154) time: 0.0988 data: 0.0022 max mem: 2911 Epoch: [8] [230/391] eta: 0:00:18 lr: 0.1 img/s: 341.2586968792429 loss: 2.9830 (2.8970) acc1: 31.2500 (33.5363) acc5: 53.1250 (59.5238) time: 0.1004 data: 0.0015 max mem: 2911 Epoch: [8] [240/391] eta: 0:00:16 lr: 0.1 img/s: 338.1105792968632 loss: 2.9827 (2.9022) acc1: 34.3750 (33.4284) acc5: 56.2500 (59.3750) time: 0.0986 data: 0.0018 max mem: 2911 Epoch: [8] [250/391] eta: 0:00:15 lr: 0.1 img/s: 376.89328196430375 loss: 2.9827 (2.9019) acc1: 31.2500 (33.5035) acc5: 56.2500 (59.4871) time: 0.0942 data: 0.0028 max mem: 2911 Epoch: [8] [260/391] eta: 0:00:14 lr: 0.1 img/s: 196.31228544892093 loss: 2.9576 (2.9052) acc1: 31.2500 (33.4890) acc5: 59.3750 (59.5426) time: 0.0986 data: 0.0022 max mem: 2911 Epoch: [8] [270/391] eta: 0:00:13 lr: 0.1 img/s: 422.8608587163363 loss: 2.8449 (2.9023) acc1: 34.3750 (33.7062) acc5: 59.3750 (59.5710) time: 0.0983 data: 0.0012 max mem: 2911 Epoch: [8] [280/391] eta: 0:00:12 lr: 0.1 img/s: 274.6552999220344 loss: 2.7767 (2.8987) acc1: 34.3750 (33.7856) acc5: 59.3750 (59.5752) time: 0.0979 data: 0.0017 max mem: 2911 Epoch: [8] [290/391] eta: 0:00:11 lr: 0.1 img/s: 356.2325238208987 loss: 2.8093 (2.8991) acc1: 34.3750 (33.7199) acc5: 59.3750 (59.5146) time: 0.0993 data: 0.0029 max mem: 2911 Epoch: [8] [300/391] eta: 0:00:09 lr: 0.1 img/s: 324.8895666613413 loss: 2.8870 (2.9002) acc1: 34.3750 (33.7209) acc5: 59.3750 (59.5619) time: 0.0942 data: 0.0063 max mem: 2911 Epoch: [8] [310/391] eta: 0:00:08 lr: 0.1 img/s: 370.382497737157 loss: 2.7106 (2.8962) acc1: 34.3750 (33.7018) acc5: 62.5000 (59.7568) time: 0.0948 data: 0.0050 max mem: 2911 Epoch: [8] [320/391] eta: 0:00:07 lr: 0.1 img/s: 564.4689267675175 loss: 2.7962 (2.8954) acc1: 31.2500 (33.6546) acc5: 62.5000 (59.7741) time: 0.0951 data: 0.0023 max mem: 2911 Epoch: [8] [330/391] eta: 0:00:06 lr: 0.1 img/s: 375.71270452223325 loss: 2.9004 (2.8909) acc1: 31.2500 (33.6858) acc5: 59.3750 (59.8659) time: 0.0966 data: 0.0042 max mem: 2911 Epoch: [8] [340/391] eta: 0:00:05 lr: 0.1 img/s: 355.9538222852824 loss: 2.9004 (2.8884) acc1: 34.3750 (33.7152) acc5: 59.3750 (59.9065) time: 0.0995 data: 0.0026 max mem: 2911 Epoch: [8] [350/391] eta: 0:00:04 lr: 0.1 img/s: 347.25371527921516 loss: 2.8496 (2.8866) acc1: 34.3750 (33.7073) acc5: 59.3750 (59.9181) time: 0.0971 data: 0.0008 max mem: 2911 Epoch: [8] [360/391] eta: 0:00:03 lr: 0.1 img/s: 516.7984598205691 loss: 2.7555 (2.8860) acc1: 34.3750 (33.6046) acc5: 59.3750 (59.9377) time: 0.0962 data: 0.0029 max mem: 2911 Epoch: [8] [370/391] eta: 0:00:02 lr: 0.1 img/s: 864.5319969854878 loss: 2.8510 (2.8859) acc1: 31.2500 (33.5580) acc5: 59.3750 (59.9478) time: 0.0690 data: 0.0024 max mem: 2911 Epoch: [8] [380/391] eta: 0:00:01 lr: 0.1 img/s: 866.4015389183676 loss: 2.8986 (2.8851) acc1: 31.2500 (33.4892) acc5: 59.3750 (59.9738) time: 0.0394 data: 0.0001 max mem: 2911 Epoch: [8] [390/391] eta: 0:00:00 lr: 0.1 img/s: 739.6839729119639 loss: 2.7595 (2.8793) acc1: 34.3750 (33.6240) acc5: 62.5000 (60.0480) time: 0.0366 data: 0.0001 max mem: 2911 Epoch: [8] Total time: 0:00:40 Test: [ 0/40] eta: 0:02:15 loss: 2.0334 (2.0334) acc1: 50.0000 (50.0000) acc5: 75.0000 (75.0000) time: 3.3816 data: 3.3686 max mem: 2911 Test: Total time: 0:00:05 Test: Acc@1 38.640 Acc@5 66.880 Epoch: [9] [ 0/391] eta: 0:21:59 lr: 0.1 img/s: 555.9995194677691 loss: 2.9639 (2.9639) acc1: 31.2500 (31.2500) acc5: 53.1250 (53.1250) time: 3.3744 data: 3.3168 max mem: 2911 Epoch: [9] [ 10/391] eta: 0:02:40 lr: 0.1 img/s: 306.0684024974802 loss: 2.8959 (2.8810) acc1: 37.5000 (39.4886) acc5: 62.5000 (60.7955) time: 0.4224 data: 0.3222 max mem: 2911 Epoch: [9] [ 20/391] eta: 0:01:39 lr: 0.1 img/s: 367.939558421194 loss: 2.8359 (2.7312) acc1: 37.5000 (38.8393) acc5: 62.5000 (63.6905) time: 0.1127 data: 0.0122 max mem: 2911 Epoch: [9] [ 30/391] eta: 0:01:16 lr: 0.1 img/s: 562.7153003127646 loss: 2.6217 (2.7228) acc1: 37.5000 (38.5081) acc5: 62.5000 (63.8105) time: 0.0969 data: 0.0017 max mem: 2911 Epoch: [9] [ 40/391] eta: 0:01:04 lr: 0.1 img/s: 396.963506067534 loss: 2.5939 (2.6982) acc1: 37.5000 (38.8720) acc5: 65.6250 (64.6341) time: 0.0947 data: 0.0015 max mem: 2911 Epoch: [9] [ 50/391] eta: 0:00:56 lr: 0.1 img/s: 620.9040686512618 loss: 2.6562 (2.7138) acc1: 34.3750 (38.3578) acc5: 65.6250 (64.1544) time: 0.0955 data: 0.0017 max mem: 2911 Epoch: [9] [ 60/391] eta: 0:00:51 lr: 0.1 img/s: 414.7181648518706 loss: 2.6898 (2.6960) acc1: 37.5000 (38.7295) acc5: 65.6250 (64.6004) time: 0.0971 data: 0.0018 max mem: 2911 Epoch: [9] [ 70/391] eta: 0:00:47 lr: 0.1 img/s: 475.41833767245805 loss: 2.7218 (2.7167) acc1: 37.5000 (38.6004) acc5: 62.5000 (64.2165) time: 0.0959 data: 0.0014 max mem: 2911 Epoch: [9] [ 80/391] eta: 0:00:44 lr: 0.1 img/s: 216.5001104940293 loss: 2.8387 (2.7364) acc1: 34.3750 (37.7315) acc5: 62.5000 (63.7346) time: 0.1007 data: 0.0012 max mem: 2911 Epoch: [9] [ 90/391] eta: 0:00:41 lr: 0.1 img/s: 241.49000161931664 loss: 3.0510 (2.7720) acc1: 31.2500 (37.0192) acc5: 56.2500 (62.8777) time: 0.0997 data: 0.0015 max mem: 2911 Epoch: [9] [100/391] eta: 0:00:38 lr: 0.1 img/s: 357.79276884894983 loss: 3.0567 (2.7933) acc1: 28.1250 (36.5408) acc5: 56.2500 (62.4072) time: 0.0958 data: 0.0018 max mem: 2911 Epoch: [9] [110/391] eta: 0:00:36 lr: 0.1 img/s: 305.0347448228214 loss: 2.9117 (2.8049) acc1: 28.1250 (35.8390) acc5: 56.2500 (62.0777) time: 0.0941 data: 0.0021 max mem: 2911 Epoch: [9] [120/391] eta: 0:00:34 lr: 0.1 img/s: 384.1124596835354 loss: 2.8067 (2.8089) acc1: 31.2500 (35.5888) acc5: 56.2500 (61.9060) time: 0.0939 data: 0.0020 max mem: 2911 Epoch: [9] [130/391] eta: 0:00:32 lr: 0.1 img/s: 322.787748191473 loss: 2.8050 (2.8116) acc1: 31.2500 (35.2338) acc5: 56.2500 (61.6412) time: 0.1009 data: 0.0031 max mem: 2911 Epoch: [9] [140/391] eta: 0:00:30 lr: 0.1 img/s: 295.8468500439744 loss: 2.7065 (2.7941) acc1: 34.3750 (35.3502) acc5: 62.5000 (62.0124) time: 0.0971 data: 0.0032 max mem: 2911 Epoch: [9] [150/391] eta: 0:00:29 lr: 0.1 img/s: 349.5426284113016 loss: 2.6293 (2.7878) acc1: 34.3750 (35.2235) acc5: 65.6250 (62.1275) time: 0.0951 data: 0.0031 max mem: 2911 Epoch: [9] [160/391] eta: 0:00:27 lr: 0.1 img/s: 403.3214877051274 loss: 2.6617 (2.7848) acc1: 31.2500 (35.2873) acc5: 62.5000 (61.9953) time: 0.0980 data: 0.0037 max mem: 2911 Epoch: [9] [170/391] eta: 0:00:26 lr: 0.1 img/s: 346.9754253894556 loss: 2.7181 (2.7844) acc1: 34.3750 (35.3436) acc5: 62.5000 (61.9883) time: 0.0962 data: 0.0028 max mem: 2911 Epoch: [9] [180/391] eta: 0:00:24 lr: 0.1 img/s: 325.1075547244581 loss: 2.6911 (2.7871) acc1: 34.3750 (35.2901) acc5: 59.3750 (61.8439) time: 0.0972 data: 0.0024 max mem: 2911 Epoch: [9] [190/391] eta: 0:00:23 lr: 0.1 img/s: 460.3671062786191 loss: 2.7660 (2.7925) acc1: 34.3750 (35.0131) acc5: 62.5000 (61.8619) time: 0.0954 data: 0.0038 max mem: 2911 Epoch: [9] [200/391] eta: 0:00:21 lr: 0.1 img/s: 298.6930633136753 loss: 2.8578 (2.7947) acc1: 31.2500 (34.9347) acc5: 59.3750 (61.9092) time: 0.0970 data: 0.0031 max mem: 2911 Epoch: [9] [210/391] eta: 0:00:20 lr: 0.1 img/s: 402.47488762478224 loss: 2.7347 (2.7933) acc1: 34.3750 (34.9674) acc5: 62.5000 (61.8928) time: 0.0984 data: 0.0008 max mem: 2911 Epoch: [9] [220/391] eta: 0:00:19 lr: 0.1 img/s: 441.4229174135113 loss: 2.7860 (2.7999) acc1: 34.3750 (34.8982) acc5: 62.5000 (61.7081) time: 0.0933 data: 0.0029 max mem: 2911 Epoch: [9] [230/391] eta: 0:00:18 lr: 0.1 img/s: 252.05964498463803 loss: 2.6721 (2.7903) acc1: 37.5000 (35.1055) acc5: 62.5000 (61.9995) time: 0.0963 data: 0.0044 max mem: 2911 Epoch: [9] [240/391] eta: 0:00:16 lr: 0.1 img/s: 373.17843191227297 loss: 2.5370 (2.7936) acc1: 34.3750 (35.0104) acc5: 65.6250 (61.9943) time: 0.1008 data: 0.0021 max mem: 2911 Epoch: [9] [250/391] eta: 0:00:15 lr: 0.1 img/s: 426.1949123748496 loss: 2.8000 (2.7961) acc1: 34.3750 (35.0100) acc5: 59.3750 (61.8899) time: 0.0982 data: 0.0031 max mem: 2911 Epoch: [9] [260/391] eta: 0:00:14 lr: 0.1 img/s: 394.34627961980874 loss: 2.8584 (2.7958) acc1: 34.3750 (35.0216) acc5: 59.3750 (61.9253) time: 0.0944 data: 0.0043 max mem: 2911 Epoch: [9] [270/391] eta: 0:00:13 lr: 0.1 img/s: 250.5169785894136 loss: 2.8584 (2.7977) acc1: 34.3750 (35.0554) acc5: 59.3750 (61.8427) time: 0.0986 data: 0.0024 max mem: 2911 Epoch: [9] [280/391] eta: 0:00:12 lr: 0.1 img/s: 308.6451256838392 loss: 2.8964 (2.8002) acc1: 31.2500 (34.9422) acc5: 59.3750 (61.8105) time: 0.0988 data: 0.0037 max mem: 2911 Epoch: [9] [290/391] eta: 0:00:11 lr: 0.1 img/s: 362.64084385267165 loss: 2.9734 (2.8081) acc1: 31.2500 (34.9442) acc5: 59.3750 (61.6409) time: 0.0968 data: 0.0058 max mem: 2911 Epoch: [9] [300/391] eta: 0:00:09 lr: 0.1 img/s: 285.9303930277989 loss: 2.9417 (2.8081) acc1: 34.3750 (34.9979) acc5: 56.2500 (61.6798) time: 0.0970 data: 0.0031 max mem: 2911 Epoch: [9] [310/391] eta: 0:00:08 lr: 0.1 img/s: 362.6545617647218 loss: 2.8995 (2.8133) acc1: 31.2500 (34.9176) acc5: 62.5000 (61.6057) time: 0.0967 data: 0.0007 max mem: 2911 Epoch: [9] [320/391] eta: 0:00:07 lr: 0.1 img/s: 365.5833934841052 loss: 2.9245 (2.8115) acc1: 31.2500 (34.9396) acc5: 62.5000 (61.6336) time: 0.0975 data: 0.0014 max mem: 2911 Epoch: [9] [330/391] eta: 0:00:06 lr: 0.1 img/s: 312.59951555803985 loss: 2.7950 (2.8146) acc1: 34.3750 (34.9037) acc5: 62.5000 (61.4992) time: 0.0970 data: 0.0022 max mem: 2911 Epoch: [9] [340/391] eta: 0:00:05 lr: 0.1 img/s: 447.62369891110404 loss: 2.7313 (2.8105) acc1: 37.5000 (34.9707) acc5: 62.5000 (61.6019) time: 0.0985 data: 0.0033 max mem: 2911 Epoch: [9] [350/391] eta: 0:00:04 lr: 0.1 img/s: 288.8160493375538 loss: 2.6603 (2.8107) acc1: 37.5000 (35.0071) acc5: 62.5000 (61.6008) time: 0.1002 data: 0.0027 max mem: 2911 Epoch: [9] [360/391] eta: 0:00:03 lr: 0.1 img/s: 456.5725793283623 loss: 2.6852 (2.8114) acc1: 34.3750 (35.0156) acc5: 62.5000 (61.6084) time: 0.0965 data: 0.0022 max mem: 2911 Epoch: [9] [370/391] eta: 0:00:02 lr: 0.1 img/s: 861.9890435240548 loss: 2.8743 (2.8144) acc1: 34.3750 (34.9899) acc5: 62.5000 (61.5819) time: 0.0680 data: 0.0016 max mem: 2911 Epoch: [9] [380/391] eta: 0:00:01 lr: 0.1 img/s: 863.7364085667216 loss: 2.6003 (2.8065) acc1: 34.3750 (35.0804) acc5: 65.6250 (61.7618) time: 0.0409 data: 0.0001 max mem: 2911 Epoch: [9] [390/391] eta: 0:00:00 lr: 0.1 img/s: 737.2850400344533 loss: 2.6003 (2.8035) acc1: 34.3750 (35.1200) acc5: 65.6250 (61.8480) time: 0.0364 data: 0.0001 max mem: 2911 Epoch: [9] Total time: 0:00:40 Test: [ 0/40] eta: 0:02:11 loss: 2.4332 (2.4332) acc1: 43.7500 (43.7500) acc5: 65.6250 (65.6250) time: 3.2964 data: 3.2683 max mem: 2911 Test: Total time: 0:00:05 Test: Acc@1 39.920 Acc@5 66.790 Training time 0:07:58