/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 6): env:// | distributed init (rank 1): env:// | distributed init (rank 0): env:// | distributed init (rank 7): env:// | distributed init (rank 4): env:// | distributed init (rank 2): env:// | distributed init (rank 3): 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/resnet1/', 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 1.2822129726409912 Loading validation data Creating data loaders Creating model Start training Epoch: [0] [ 0/391] eta: 1:54:11 lr: 0.1 img/s: 3.853216106153279 loss: 5.3310 (5.3310) acc1: 0.0000 (0.0000) acc5: 0.0000 (0.0000) time: 17.5219 data: 9.2171 max mem: 1991 Epoch: [0] [ 10/391] eta: 0:10:26 lr: 0.1 img/s: 437.81593282924825 loss: 5.3464 (5.4248) acc1: 0.0000 (0.5682) acc5: 3.1250 (3.1250) time: 1.6452 data: 0.8394 max mem: 1991 Epoch: [0] [ 20/391] eta: 0:05:44 lr: 0.1 img/s: 199.00057379321797 loss: 5.4262 (5.4445) acc1: 0.0000 (1.3393) acc5: 6.2500 (4.6131) time: 0.0981 data: 0.0027 max mem: 1991 Epoch: [0] [ 30/391] eta: 0:04:01 lr: 0.1 img/s: 362.7692449071709 loss: 5.4135 (5.4106) acc1: 0.0000 (1.5121) acc5: 6.2500 (5.6452) time: 0.1306 data: 0.0030 max mem: 1991 Epoch: [0] [ 40/391] eta: 0:03:09 lr: 0.1 img/s: 307.066230150287 loss: 5.3266 (5.3642) acc1: 0.0000 (1.6768) acc5: 6.2500 (6.2500) time: 0.1298 data: 0.0018 max mem: 1991 Epoch: [0] [ 50/391] eta: 0:02:35 lr: 0.1 img/s: 246.42705565908693 loss: 5.1465 (5.3094) acc1: 0.0000 (1.8382) acc5: 9.3750 (7.0466) time: 0.1252 data: 0.0012 max mem: 1991 Epoch: [0] [ 60/391] eta: 0:02:13 lr: 0.1 img/s: 290.5063883483798 loss: 5.0451 (5.2606) acc1: 3.1250 (1.8955) acc5: 9.3750 (7.3258) time: 0.1249 data: 0.0008 max mem: 1991 Epoch: [0] [ 70/391] eta: 0:01:56 lr: 0.1 img/s: 235.26456405555157 loss: 5.0828 (5.2350) acc1: 3.1250 (1.9366) acc5: 6.2500 (7.6144) time: 0.1260 data: 0.0008 max mem: 1991 Epoch: [0] [ 80/391] eta: 0:01:43 lr: 0.1 img/s: 225.6146902494209 loss: 5.0881 (5.2105) acc1: 0.0000 (1.9676) acc5: 9.3750 (7.7932) time: 0.1214 data: 0.0007 max mem: 1991 Epoch: [0] [ 90/391] eta: 0:01:33 lr: 0.1 img/s: 299.6720743410095 loss: 4.9798 (5.1814) acc1: 3.1250 (2.3695) acc5: 12.5000 (8.4478) time: 0.1250 data: 0.0013 max mem: 1991 Epoch: [0] [100/391] eta: 0:01:25 lr: 0.1 img/s: 313.5803671349502 loss: 4.9865 (5.1634) acc1: 3.1250 (2.3824) acc5: 12.5000 (8.5396) time: 0.1297 data: 0.0043 max mem: 1991 Epoch: [0] [110/391] eta: 0:01:17 lr: 0.1 img/s: 284.965749178337 loss: 4.9110 (5.1341) acc1: 3.1250 (2.5619) acc5: 12.5000 (8.9809) time: 0.1279 data: 0.0036 max mem: 1991 Epoch: [0] [120/391] eta: 0:01:11 lr: 0.1 img/s: 222.40330876504586 loss: 4.8104 (5.1075) acc1: 3.1250 (2.9184) acc5: 12.5000 (9.7366) time: 0.1253 data: 0.0008 max mem: 1991 Epoch: [0] [130/391] eta: 0:01:06 lr: 0.1 img/s: 284.0845367938246 loss: 4.8705 (5.0900) acc1: 3.1250 (2.8865) acc5: 12.5000 (9.8521) time: 0.1296 data: 0.0016 max mem: 1991 Epoch: [0] [140/391] eta: 0:01:01 lr: 0.1 img/s: 241.6560942586351 loss: 4.9162 (5.0745) acc1: 3.1250 (2.9920) acc5: 12.5000 (10.2172) time: 0.1297 data: 0.0031 max mem: 1991 Epoch: [0] [150/391] eta: 0:00:57 lr: 0.1 img/s: 336.4923873012212 loss: 4.9021 (5.0598) acc1: 3.1250 (2.8974) acc5: 12.5000 (10.2028) time: 0.1261 data: 0.0032 max mem: 1991 Epoch: [0] [160/391] eta: 0:00:53 lr: 0.1 img/s: 243.56016883640072 loss: 4.8562 (5.0424) acc1: 3.1250 (3.1056) acc5: 15.6250 (10.6561) time: 0.1227 data: 0.0026 max mem: 1991 Epoch: [0] [170/391] eta: 0:00:49 lr: 0.1 img/s: 216.47496915397207 loss: 4.7543 (5.0292) acc1: 6.2500 (3.2529) acc5: 18.7500 (10.9832) time: 0.1346 data: 0.0047 max mem: 1991 Epoch: [0] [180/391] eta: 0:00:46 lr: 0.1 img/s: 285.2516088446073 loss: 4.7051 (5.0138) acc1: 3.1250 (3.2459) acc5: 15.6250 (11.1878) time: 0.1309 data: 0.0053 max mem: 1991 Epoch: [0] [190/391] eta: 0:00:43 lr: 0.1 img/s: 273.5636807595179 loss: 4.6789 (5.0026) acc1: 3.1250 (3.3377) acc5: 15.6250 (11.5838) time: 0.1265 data: 0.0026 max mem: 1991 Epoch: [0] [200/391] eta: 0:00:40 lr: 0.1 img/s: 204.56776364722666 loss: 4.7817 (4.9936) acc1: 3.1250 (3.3738) acc5: 15.6250 (11.6138) time: 0.1313 data: 0.0019 max mem: 1991 Epoch: [0] [210/391] eta: 0:00:37 lr: 0.1 img/s: 254.669548239464 loss: 4.7221 (4.9803) acc1: 3.1250 (3.4508) acc5: 12.5000 (11.8335) time: 0.1273 data: 0.0024 max mem: 1991 Epoch: [0] [220/391] eta: 0:00:34 lr: 0.1 img/s: 389.9014568536029 loss: 4.6585 (4.9678) acc1: 3.1250 (3.4078) acc5: 12.5000 (11.9768) time: 0.1249 data: 0.0044 max mem: 1991 Epoch: [0] [230/391] eta: 0:00:32 lr: 0.1 img/s: 197.90666586059598 loss: 4.6682 (4.9553) acc1: 3.1250 (3.4361) acc5: 15.6250 (12.2024) time: 0.1272 data: 0.0050 max mem: 1991 Epoch: [0] [240/391] eta: 0:00:29 lr: 0.1 img/s: 257.7427406609402 loss: 4.6352 (4.9435) acc1: 3.1250 (3.5399) acc5: 18.7500 (12.5648) time: 0.1279 data: 0.0026 max mem: 1991 Epoch: [0] [250/391] eta: 0:00:27 lr: 0.1 img/s: 240.07793095183155 loss: 4.6321 (4.9347) acc1: 3.1250 (3.5483) acc5: 18.7500 (12.7739) time: 0.1283 data: 0.0024 max mem: 1991 Epoch: [0] [260/391] eta: 0:00:25 lr: 0.1 img/s: 236.9048428462246 loss: 4.7060 (4.9222) acc1: 3.1250 (3.6398) acc5: 21.8750 (13.1226) time: 0.1269 data: 0.0038 max mem: 1991 Epoch: [0] [270/391] eta: 0:00:22 lr: 0.1 img/s: 211.3069355252614 loss: 4.6699 (4.9140) acc1: 6.2500 (3.7477) acc5: 18.7500 (13.2726) time: 0.1253 data: 0.0033 max mem: 1991 Epoch: [0] [280/391] eta: 0:00:20 lr: 0.1 img/s: 214.3303349147822 loss: 4.5854 (4.9019) acc1: 6.2500 (3.8145) acc5: 18.7500 (13.4898) time: 0.1334 data: 0.0035 max mem: 1991 Epoch: [0] [290/391] eta: 0:00:18 lr: 0.1 img/s: 303.1894570869646 loss: 4.5881 (4.8958) acc1: 3.1250 (3.9089) acc5: 18.7500 (13.6383) time: 0.1261 data: 0.0038 max mem: 1991 Epoch: [0] [300/391] eta: 0:00:16 lr: 0.1 img/s: 232.52438931429958 loss: 4.5977 (4.8886) acc1: 3.1250 (3.9659) acc5: 18.7500 (13.7978) time: 0.1262 data: 0.0033 max mem: 1991 Epoch: [0] [310/391] eta: 0:00:14 lr: 0.1 img/s: 197.48733937880633 loss: 4.6759 (4.8826) acc1: 3.1250 (4.0394) acc5: 15.6250 (13.8465) time: 0.1365 data: 0.0037 max mem: 1991 Epoch: [0] [320/391] eta: 0:00:12 lr: 0.1 img/s: 299.8803050242308 loss: 4.6735 (4.8739) acc1: 6.2500 (4.0693) acc5: 15.6250 (14.0284) time: 0.1264 data: 0.0022 max mem: 1991 Epoch: [0] [330/391] eta: 0:00:10 lr: 0.1 img/s: 264.64781645095394 loss: 4.5826 (4.8655) acc1: 6.2500 (4.1635) acc5: 21.8750 (14.2560) time: 0.1237 data: 0.0015 max mem: 1991 Epoch: [0] [340/391] eta: 0:00:09 lr: 0.1 img/s: 460.2250347180551 loss: 4.5372 (4.8554) acc1: 6.2500 (4.2430) acc5: 21.8750 (14.4795) time: 0.1331 data: 0.0015 max mem: 1991 Epoch: [0] [350/391] eta: 0:00:07 lr: 0.1 img/s: 263.5984249030294 loss: 4.5372 (4.8481) acc1: 6.2500 (4.3536) acc5: 18.7500 (14.6902) time: 0.1252 data: 0.0012 max mem: 1991 Epoch: [0] [360/391] eta: 0:00:05 lr: 0.1 img/s: 350.4598930481283 loss: 4.5487 (4.8381) acc1: 9.3750 (4.5360) acc5: 21.8750 (14.9065) time: 0.1234 data: 0.0016 max mem: 1991 Epoch: [0] [370/391] eta: 0:00:03 lr: 0.1 img/s: 858.9384871368233 loss: 4.5166 (4.8308) acc1: 9.3750 (4.5822) acc5: 21.8750 (15.0017) time: 0.1007 data: 0.0013 max mem: 1991 Epoch: [0] [380/391] eta: 0:00:01 lr: 0.1 img/s: 865.5187783739167 loss: 4.4907 (4.8212) acc1: 6.2500 (4.6588) acc5: 21.8750 (15.2149) time: 0.0532 data: 0.0006 max mem: 1991 Epoch: [0] [390/391] eta: 0:00:00 lr: 0.1 img/s: 64.28776268284626 loss: 4.4326 (4.8134) acc1: 6.2500 (4.6880) acc5: 21.8750 (15.4080) time: 0.0508 data: 0.0001 max mem: 2911 Epoch: [0] Total time: 0:01:05 Test: [ 0/40] eta: 0:02:26 loss: 4.6021 (4.6021) acc1: 6.2500 (6.2500) acc5: 21.8750 (21.8750) time: 3.6704 data: 3.6396 max mem: 2911 Test: Total time: 0:00:06 Test: Acc@1 8.780 Acc@5 26.010 Epoch: [1] [ 0/391] eta: 0:29:39 lr: 0.1 img/s: 676.8315557505433 loss: 4.4940 (4.4940) acc1: 12.5000 (12.5000) acc5: 25.0000 (25.0000) time: 4.5522 data: 4.5049 max mem: 2911 Epoch: [1] [ 10/391] eta: 0:03:11 lr: 0.1 img/s: 249.63494874045858 loss: 4.5072 (4.5088) acc1: 6.2500 (6.8182) acc5: 21.8750 (22.1591) time: 0.5032 data: 0.4101 max mem: 2911 Epoch: [1] [ 20/391] eta: 0:01:59 lr: 0.1 img/s: 323.52535313117676 loss: 4.5072 (4.4684) acc1: 6.2500 (8.0357) acc5: 21.8750 (23.8095) time: 0.1108 data: 0.0037 max mem: 2911 Epoch: [1] [ 30/391] eta: 0:01:32 lr: 0.1 img/s: 290.4146148836223 loss: 4.5266 (4.5133) acc1: 6.2500 (6.9556) acc5: 18.7500 (22.1774) time: 0.1196 data: 0.0041 max mem: 2911 Epoch: [1] [ 40/391] eta: 0:01:18 lr: 0.1 img/s: 185.13351853435552 loss: 4.5996 (4.4958) acc1: 6.2500 (7.6220) acc5: 18.7500 (22.2561) time: 0.1198 data: 0.0022 max mem: 2911 Epoch: [1] [ 50/391] eta: 0:01:09 lr: 0.1 img/s: 274.73063374155396 loss: 4.4391 (4.4845) acc1: 9.3750 (7.4755) acc5: 18.7500 (22.1814) time: 0.1197 data: 0.0031 max mem: 2911 Epoch: [1] [ 60/391] eta: 0:01:02 lr: 0.1 img/s: 350.3043957133834 loss: 4.3841 (4.4747) acc1: 9.3750 (7.9406) acc5: 18.7500 (22.6434) time: 0.1193 data: 0.0023 max mem: 2911 Epoch: [1] [ 70/391] eta: 0:00:57 lr: 0.1 img/s: 535.1968163584309 loss: 4.4055 (4.4686) acc1: 9.3750 (7.7025) acc5: 21.8750 (22.2711) time: 0.1208 data: 0.0052 max mem: 2911 Epoch: [1] [ 80/391] eta: 0:00:53 lr: 0.1 img/s: 223.79692194821004 loss: 4.3997 (4.4593) acc1: 6.2500 (7.7160) acc5: 21.8750 (22.6852) time: 0.1210 data: 0.0057 max mem: 2911 Epoch: [1] [ 90/391] eta: 0:00:50 lr: 0.1 img/s: 345.87829887462664 loss: 4.3238 (4.4439) acc1: 9.3750 (8.0014) acc5: 25.0000 (23.1456) time: 0.1199 data: 0.0024 max mem: 2911 Epoch: [1] [100/391] eta: 0:00:47 lr: 0.1 img/s: 270.6695625694482 loss: 4.2909 (4.4340) acc1: 9.3750 (8.1683) acc5: 28.1250 (23.4839) time: 0.1181 data: 0.0032 max mem: 2911 Epoch: [1] [110/391] eta: 0:00:44 lr: 0.1 img/s: 243.48505540276759 loss: 4.4187 (4.4343) acc1: 6.2500 (8.2489) acc5: 21.8750 (23.5923) time: 0.1200 data: 0.0059 max mem: 2911 Epoch: [1] [120/391] eta: 0:00:42 lr: 0.1 img/s: 262.95855521204356 loss: 4.3661 (4.4263) acc1: 6.2500 (8.3161) acc5: 21.8750 (23.5021) time: 0.1260 data: 0.0052 max mem: 2911 Epoch: [1] [130/391] eta: 0:00:39 lr: 0.1 img/s: 240.28896750261381 loss: 4.3746 (4.4260) acc1: 6.2500 (8.1823) acc5: 21.8750 (23.4017) time: 0.1244 data: 0.0027 max mem: 2911 Epoch: [1] [140/391] eta: 0:00:37 lr: 0.1 img/s: 224.57354732488255 loss: 4.3750 (4.4166) acc1: 6.2500 (8.1117) acc5: 28.1250 (23.7589) time: 0.1205 data: 0.0019 max mem: 2911 Epoch: [1] [150/391] eta: 0:00:35 lr: 0.1 img/s: 248.60935699811438 loss: 4.2600 (4.4149) acc1: 6.2500 (8.1954) acc5: 28.1250 (23.9031) time: 0.1248 data: 0.0021 max mem: 2911 Epoch: [1] [160/391] eta: 0:00:34 lr: 0.1 img/s: 278.94382788404783 loss: 4.2695 (4.4133) acc1: 9.3750 (8.3463) acc5: 25.0000 (24.0489) time: 0.1228 data: 0.0020 max mem: 2911 Epoch: [1] [170/391] eta: 0:00:32 lr: 0.1 img/s: 285.0710629494798 loss: 4.3139 (4.4036) acc1: 9.3750 (8.4978) acc5: 28.1250 (24.3604) time: 0.1199 data: 0.0029 max mem: 2911 Epoch: [1] [180/391] eta: 0:00:30 lr: 0.1 img/s: 288.71602441931003 loss: 4.3466 (4.3997) acc1: 9.3750 (8.5290) acc5: 28.1250 (24.4475) time: 0.1192 data: 0.0038 max mem: 2911 Epoch: [1] [190/391] eta: 0:00:28 lr: 0.1 img/s: 304.12239422832903 loss: 4.3610 (4.3967) acc1: 9.3750 (8.6551) acc5: 28.1250 (24.6073) time: 0.1187 data: 0.0017 max mem: 2911 Epoch: [1] [200/391] eta: 0:00:27 lr: 0.1 img/s: 202.38384520736327 loss: 4.3716 (4.3940) acc1: 9.3750 (8.6754) acc5: 25.0000 (24.7046) time: 0.1219 data: 0.0009 max mem: 2911 Epoch: [1] [210/391] eta: 0:00:25 lr: 0.1 img/s: 252.66986697992087 loss: 4.3428 (4.3895) acc1: 9.3750 (8.7382) acc5: 25.0000 (24.7482) time: 0.1232 data: 0.0036 max mem: 2911 Epoch: [1] [220/391] eta: 0:00:23 lr: 0.1 img/s: 242.96407430605086 loss: 4.3219 (4.3845) acc1: 12.5000 (8.8801) acc5: 25.0000 (24.9434) time: 0.1180 data: 0.0068 max mem: 2911 Epoch: [1] [230/391] eta: 0:00:22 lr: 0.1 img/s: 238.1372532668577 loss: 4.1901 (4.3734) acc1: 12.5000 (8.9827) acc5: 31.2500 (25.2300) time: 0.1231 data: 0.0069 max mem: 2911 Epoch: [1] [240/391] eta: 0:00:20 lr: 0.1 img/s: 253.92948049712143 loss: 4.1929 (4.3650) acc1: 9.3750 (9.0638) acc5: 31.2500 (25.4538) time: 0.1248 data: 0.0051 max mem: 2911 Epoch: [1] [250/391] eta: 0:00:19 lr: 0.1 img/s: 328.13663545461213 loss: 4.1283 (4.3542) acc1: 9.3750 (9.2131) acc5: 31.2500 (25.7719) time: 0.1173 data: 0.0033 max mem: 2911 Epoch: [1] [260/391] eta: 0:00:17 lr: 0.1 img/s: 217.1832496484588 loss: 4.0410 (4.3433) acc1: 12.5000 (9.3989) acc5: 34.3750 (26.0536) time: 0.1175 data: 0.0023 max mem: 2911 Epoch: [1] [270/391] eta: 0:00:16 lr: 0.1 img/s: 485.5220952105339 loss: 4.0927 (4.3372) acc1: 12.5000 (9.4788) acc5: 31.2500 (26.1301) time: 0.1193 data: 0.0030 max mem: 2911 Epoch: [1] [280/391] eta: 0:00:15 lr: 0.1 img/s: 243.92490576873448 loss: 4.2225 (4.3284) acc1: 12.5000 (9.5641) acc5: 28.1250 (26.3679) time: 0.1234 data: 0.0030 max mem: 2911 Epoch: [1] [290/391] eta: 0:00:13 lr: 0.1 img/s: 379.68132480530466 loss: 4.1505 (4.3221) acc1: 9.3750 (9.5898) acc5: 28.1250 (26.5357) time: 0.1211 data: 0.0025 max mem: 2911 Epoch: [1] [300/391] eta: 0:00:12 lr: 0.1 img/s: 205.30844666892037 loss: 4.2650 (4.3187) acc1: 9.3750 (9.6865) acc5: 28.1250 (26.5677) time: 0.1211 data: 0.0028 max mem: 2911 Epoch: [1] [310/391] eta: 0:00:10 lr: 0.1 img/s: 234.1004161623068 loss: 4.2111 (4.3133) acc1: 12.5000 (9.7970) acc5: 28.1250 (26.7082) time: 0.1260 data: 0.0026 max mem: 2911 Epoch: [1] [320/391] eta: 0:00:09 lr: 0.1 img/s: 199.17126020766278 loss: 4.0633 (4.3067) acc1: 12.5000 (9.9299) acc5: 28.1250 (26.8497) time: 0.1216 data: 0.0033 max mem: 2911 Epoch: [1] [330/391] eta: 0:00:08 lr: 0.1 img/s: 277.54446535288156 loss: 4.1333 (4.3026) acc1: 12.5000 (9.9509) acc5: 31.2500 (26.9637) time: 0.1150 data: 0.0026 max mem: 2911 Epoch: [1] [340/391] eta: 0:00:06 lr: 0.1 img/s: 285.9133383748549 loss: 4.0390 (4.2958) acc1: 12.5000 (10.0440) acc5: 31.2500 (27.1353) time: 0.1222 data: 0.0023 max mem: 2911 Epoch: [1] [350/391] eta: 0:00:05 lr: 0.1 img/s: 258.72648589047407 loss: 4.0933 (4.2930) acc1: 12.5000 (10.1763) acc5: 31.2500 (27.2080) time: 0.1245 data: 0.0061 max mem: 2911 Epoch: [1] [360/391] eta: 0:00:04 lr: 0.1 img/s: 309.45137966651913 loss: 4.0933 (4.2884) acc1: 9.3750 (10.1714) acc5: 31.2500 (27.4325) time: 0.1182 data: 0.0052 max mem: 2911 Epoch: [1] [370/391] eta: 0:00:02 lr: 0.1 img/s: 866.6756723597972 loss: 4.1579 (4.2854) acc1: 9.3750 (10.2257) acc5: 34.3750 (27.5606) time: 0.0876 data: 0.0009 max mem: 2911 Epoch: [1] [380/391] eta: 0:00:01 lr: 0.1 img/s: 874.4053786417887 loss: 4.1458 (4.2797) acc1: 9.3750 (10.2034) acc5: 34.3750 (27.7313) time: 0.0463 data: 0.0001 max mem: 2911 Epoch: [1] [390/391] eta: 0:00:00 lr: 0.1 img/s: 724.6363691334883 loss: 4.0365 (4.2732) acc1: 9.3750 (10.2880) acc5: 34.3750 (27.9120) time: 0.0363 data: 0.0001 max mem: 2911 Epoch: [1] Total time: 0:00:50 Test: [ 0/40] eta: 0:02:35 loss: 3.7162 (3.7162) acc1: 15.6250 (15.6250) acc5: 37.5000 (37.5000) time: 3.8845 data: 3.8714 max mem: 2911 Test: Total time: 0:00:06 Test: Acc@1 15.130 Acc@5 37.850 Epoch: [2] [ 0/391] eta: 0:26:41 lr: 0.1 img/s: 377.5739660284578 loss: 4.5383 (4.5383) acc1: 6.2500 (6.2500) acc5: 21.8750 (21.8750) time: 4.0971 data: 4.0124 max mem: 2911 Epoch: [2] [ 10/391] eta: 0:03:04 lr: 0.1 img/s: 335.8642306797224 loss: 4.1415 (4.1174) acc1: 9.3750 (12.2159) acc5: 31.2500 (34.6591) time: 0.4839 data: 0.3670 max mem: 2911 Epoch: [2] [ 20/391] eta: 0:01:58 lr: 0.1 img/s: 189.5711878554873 loss: 4.0416 (4.0196) acc1: 12.5000 (12.9464) acc5: 37.5000 (35.1190) time: 0.1298 data: 0.0026 max mem: 2911 Epoch: [2] [ 30/391] eta: 0:01:31 lr: 0.1 img/s: 429.8172013052932 loss: 3.9947 (4.0340) acc1: 12.5000 (12.5000) acc5: 31.2500 (34.4758) time: 0.1259 data: 0.0036 max mem: 2911 Epoch: [2] [ 40/391] eta: 0:01:17 lr: 0.1 img/s: 244.12455619579768 loss: 4.0793 (4.0391) acc1: 12.5000 (12.8049) acc5: 31.2500 (33.6128) time: 0.1205 data: 0.0035 max mem: 2911 Epoch: [2] [ 50/391] eta: 0:01:08 lr: 0.1 img/s: 302.7790816763895 loss: 4.0651 (4.0322) acc1: 15.6250 (12.9902) acc5: 34.3750 (34.0686) time: 0.1199 data: 0.0031 max mem: 2911 Epoch: [2] [ 60/391] eta: 0:01:01 lr: 0.1 img/s: 264.88755212681343 loss: 4.0651 (4.0489) acc1: 15.6250 (12.9611) acc5: 34.3750 (33.2480) time: 0.1153 data: 0.0044 max mem: 2911 Epoch: [2] [ 70/391] eta: 0:00:57 lr: 0.1 img/s: 270.4110793456997 loss: 4.0235 (4.0370) acc1: 12.5000 (13.1162) acc5: 34.3750 (33.6708) time: 0.1190 data: 0.0045 max mem: 2911 Epoch: [2] [ 80/391] eta: 0:00:52 lr: 0.1 img/s: 364.86386829664787 loss: 3.9817 (4.0351) acc1: 12.5000 (12.9244) acc5: 34.3750 (33.6806) time: 0.1177 data: 0.0030 max mem: 2911 Epoch: [2] [ 90/391] eta: 0:00:49 lr: 0.1 img/s: 274.7036437429261 loss: 3.9817 (4.0352) acc1: 12.5000 (13.1868) acc5: 34.3750 (33.6882) time: 0.1218 data: 0.0033 max mem: 2911 Epoch: [2] [100/391] eta: 0:00:46 lr: 0.1 img/s: 294.56450593440553 loss: 3.9108 (4.0208) acc1: 15.6250 (13.3663) acc5: 37.5000 (34.2203) time: 0.1231 data: 0.0025 max mem: 2911 Epoch: [2] [110/391] eta: 0:00:44 lr: 0.1 img/s: 225.88275843498397 loss: 3.8464 (4.0083) acc1: 12.5000 (13.4572) acc5: 37.5000 (34.3750) time: 0.1195 data: 0.0015 max mem: 2911 Epoch: [2] [120/391] eta: 0:00:41 lr: 0.1 img/s: 245.7714005288331 loss: 3.9563 (4.0087) acc1: 12.5000 (13.5331) acc5: 31.2500 (34.1684) time: 0.1227 data: 0.0040 max mem: 2911 Epoch: [2] [130/391] eta: 0:00:39 lr: 0.1 img/s: 264.68434940029897 loss: 4.0429 (4.0083) acc1: 12.5000 (13.4781) acc5: 31.2500 (34.3273) time: 0.1208 data: 0.0033 max mem: 2911 Epoch: [2] [140/391] eta: 0:00:37 lr: 0.1 img/s: 246.47140336089703 loss: 3.9969 (4.0036) acc1: 12.5000 (13.5638) acc5: 37.5000 (34.4858) time: 0.1243 data: 0.0016 max mem: 2911 Epoch: [2] [150/391] eta: 0:00:35 lr: 0.1 img/s: 311.3240845335047 loss: 3.9997 (4.0013) acc1: 12.5000 (13.7210) acc5: 37.5000 (34.6233) time: 0.1231 data: 0.0049 max mem: 2911 Epoch: [2] [160/391] eta: 0:00:33 lr: 0.1 img/s: 232.4599535834286 loss: 3.8420 (3.9901) acc1: 15.6250 (13.8587) acc5: 34.3750 (34.7438) time: 0.1168 data: 0.0049 max mem: 2911 Epoch: [2] [170/391] eta: 0:00:31 lr: 0.1 img/s: 293.756052720277 loss: 3.9332 (3.9952) acc1: 15.6250 (13.9254) acc5: 31.2500 (34.5760) time: 0.1149 data: 0.0017 max mem: 2911 Epoch: [2] [180/391] eta: 0:00:30 lr: 0.1 img/s: 279.2334120437311 loss: 4.0636 (3.9939) acc1: 12.5000 (13.9848) acc5: 34.3750 (34.5304) time: 0.1211 data: 0.0011 max mem: 2911 Epoch: [2] [190/391] eta: 0:00:28 lr: 0.1 img/s: 288.7377630726934 loss: 4.1132 (3.9967) acc1: 12.5000 (13.9234) acc5: 31.2500 (34.4241) time: 0.1221 data: 0.0008 max mem: 2911 Epoch: [2] [200/391] eta: 0:00:26 lr: 0.1 img/s: 289.83702168091907 loss: 4.0087 (3.9873) acc1: 12.5000 (13.9614) acc5: 31.2500 (34.6393) time: 0.1198 data: 0.0036 max mem: 2911 Epoch: [2] [210/391] eta: 0:00:25 lr: 0.1 img/s: 235.78366280714144 loss: 3.8469 (3.9870) acc1: 12.5000 (13.7885) acc5: 37.5000 (34.5972) time: 0.1236 data: 0.0049 max mem: 2911 Epoch: [2] [220/391] eta: 0:00:23 lr: 0.1 img/s: 359.7433562141343 loss: 3.9016 (3.9837) acc1: 12.5000 (13.7585) acc5: 31.2500 (34.6012) time: 0.1173 data: 0.0021 max mem: 2911 Epoch: [2] [230/391] eta: 0:00:22 lr: 0.1 img/s: 292.3929660677251 loss: 3.9684 (3.9793) acc1: 15.6250 (13.8393) acc5: 31.2500 (34.6591) time: 0.1194 data: 0.0014 max mem: 2911 Epoch: [2] [240/391] eta: 0:00:20 lr: 0.1 img/s: 187.18565192530298 loss: 3.8040 (3.9747) acc1: 15.6250 (13.8874) acc5: 40.6250 (34.8548) time: 0.1211 data: 0.0020 max mem: 2911 Epoch: [2] [250/391] eta: 0:00:19 lr: 0.1 img/s: 230.00880498617903 loss: 3.7916 (3.9662) acc1: 12.5000 (14.0314) acc5: 40.6250 (35.0971) time: 0.1203 data: 0.0024 max mem: 2911 Epoch: [2] [260/391] eta: 0:00:17 lr: 0.1 img/s: 268.41022543880877 loss: 3.7916 (3.9616) acc1: 15.6250 (14.0685) acc5: 40.6250 (35.3807) time: 0.1253 data: 0.0019 max mem: 2911 Epoch: [2] [270/391] eta: 0:00:16 lr: 0.1 img/s: 313.70129857988275 loss: 3.9523 (3.9596) acc1: 12.5000 (14.0913) acc5: 40.6250 (35.4820) time: 0.1233 data: 0.0030 max mem: 2911 Epoch: [2] [280/391] eta: 0:00:15 lr: 0.1 img/s: 317.6127009368574 loss: 3.8861 (3.9555) acc1: 15.6250 (14.2015) acc5: 34.3750 (35.5649) time: 0.1205 data: 0.0035 max mem: 2911 Epoch: [2] [290/391] eta: 0:00:13 lr: 0.1 img/s: 312.92894513508725 loss: 3.8382 (3.9502) acc1: 15.6250 (14.2934) acc5: 37.5000 (35.7174) time: 0.1181 data: 0.0023 max mem: 2911 Epoch: [2] [300/391] eta: 0:00:12 lr: 0.1 img/s: 215.03117379978147 loss: 3.8382 (3.9458) acc1: 15.6250 (14.2857) acc5: 37.5000 (35.8181) time: 0.1237 data: 0.0042 max mem: 2911 Epoch: [2] [310/391] eta: 0:00:10 lr: 0.1 img/s: 291.3400261780673 loss: 3.7302 (3.9405) acc1: 15.6250 (14.3991) acc5: 37.5000 (35.9224) time: 0.1232 data: 0.0041 max mem: 2911 Epoch: [2] [320/391] eta: 0:00:09 lr: 0.1 img/s: 418.33358164063594 loss: 3.7133 (3.9361) acc1: 15.6250 (14.4957) acc5: 40.6250 (36.0592) time: 0.1188 data: 0.0017 max mem: 2911 Epoch: [2] [330/391] eta: 0:00:08 lr: 0.1 img/s: 210.32019919800553 loss: 3.6786 (3.9311) acc1: 18.7500 (14.6148) acc5: 40.6250 (36.1971) time: 0.1224 data: 0.0021 max mem: 2911 Epoch: [2] [340/391] eta: 0:00:06 lr: 0.1 img/s: 303.2840008315482 loss: 3.6634 (3.9272) acc1: 18.7500 (14.7086) acc5: 40.6250 (36.3178) time: 0.1212 data: 0.0026 max mem: 2911 Epoch: [2] [350/391] eta: 0:00:05 lr: 0.1 img/s: 247.70273691981177 loss: 3.7956 (3.9243) acc1: 18.7500 (14.8237) acc5: 37.5000 (36.3960) time: 0.1229 data: 0.0031 max mem: 2911 Epoch: [2] [360/391] eta: 0:00:04 lr: 0.1 img/s: 384.22681846678825 loss: 3.8026 (3.9227) acc1: 15.6250 (14.8373) acc5: 37.5000 (36.4006) time: 0.1186 data: 0.0043 max mem: 2911 Epoch: [2] [370/391] eta: 0:00:02 lr: 0.1 img/s: 866.7092516418161 loss: 3.7763 (3.9185) acc1: 12.5000 (14.9175) acc5: 37.5000 (36.4555) time: 0.0854 data: 0.0028 max mem: 2911 Epoch: [2] [380/391] eta: 0:00:01 lr: 0.1 img/s: 865.2844230694844 loss: 3.6781 (3.9140) acc1: 18.7500 (14.9934) acc5: 40.6250 (36.6224) time: 0.0483 data: 0.0003 max mem: 2911 Epoch: [2] [390/391] eta: 0:00:00 lr: 0.1 img/s: 741.534408839779 loss: 3.7474 (3.9112) acc1: 15.6250 (15.0080) acc5: 40.6250 (36.7200) time: 0.0367 data: 0.0001 max mem: 2911 Epoch: [2] Total time: 0:00:50 Test: [ 0/40] eta: 0:02:10 loss: 3.8052 (3.8052) acc1: 21.8750 (21.8750) acc5: 37.5000 (37.5000) time: 3.2639 data: 3.2489 max mem: 2911 Test: Total time: 0:00:06 Test: Acc@1 19.510 Acc@5 44.450 Epoch: [3] [ 0/391] eta: 0:27:20 lr: 0.1 img/s: 528.3663275910938 loss: 3.4564 (3.4564) acc1: 28.1250 (28.1250) acc5: 43.7500 (43.7500) time: 4.1961 data: 4.1355 max mem: 2911 Epoch: [3] [ 10/391] eta: 0:03:08 lr: 0.1 img/s: 273.56312318090283 loss: 3.8473 (3.7314) acc1: 21.8750 (19.3182) acc5: 40.6250 (41.4773) time: 0.4935 data: 0.3975 max mem: 2911 Epoch: [3] [ 20/391] eta: 0:01:57 lr: 0.1 img/s: 312.2395412406509 loss: 3.7022 (3.6547) acc1: 15.6250 (20.2381) acc5: 40.6250 (43.0060) time: 0.1224 data: 0.0129 max mem: 2911 Epoch: [3] [ 30/391] eta: 0:01:31 lr: 0.1 img/s: 320.46790730102333 loss: 3.6850 (3.7118) acc1: 15.6250 (18.7500) acc5: 40.6250 (42.0363) time: 0.1199 data: 0.0017 max mem: 2911 Epoch: [3] [ 40/391] eta: 0:01:17 lr: 0.1 img/s: 272.6849787081884 loss: 3.7192 (3.7419) acc1: 12.5000 (18.3689) acc5: 40.6250 (41.7683) time: 0.1190 data: 0.0013 max mem: 2911 Epoch: [3] [ 50/391] eta: 0:01:08 lr: 0.1 img/s: 200.77235990049468 loss: 3.7192 (3.7379) acc1: 15.6250 (18.1373) acc5: 40.6250 (41.6667) time: 0.1215 data: 0.0018 max mem: 2911 Epoch: [3] [ 60/391] eta: 0:01:02 lr: 0.1 img/s: 310.13567914670807 loss: 3.6766 (3.7206) acc1: 15.6250 (17.9816) acc5: 40.6250 (41.7520) time: 0.1205 data: 0.0018 max mem: 2911 Epoch: [3] [ 70/391] eta: 0:00:57 lr: 0.1 img/s: 368.15957691927895 loss: 3.6766 (3.7194) acc1: 15.6250 (17.6937) acc5: 40.6250 (41.1972) time: 0.1217 data: 0.0026 max mem: 2911 Epoch: [3] [ 80/391] eta: 0:00:53 lr: 0.1 img/s: 268.45424779734583 loss: 3.7056 (3.7121) acc1: 18.7500 (17.9784) acc5: 43.7500 (41.7052) time: 0.1214 data: 0.0028 max mem: 2911 Epoch: [3] [ 90/391] eta: 0:00:49 lr: 0.1 img/s: 282.9019290435721 loss: 3.7056 (3.7192) acc1: 18.7500 (17.7541) acc5: 40.6250 (41.5179) time: 0.1199 data: 0.0019 max mem: 2911 Epoch: [3] [100/391] eta: 0:00:47 lr: 0.1 img/s: 287.53589010810094 loss: 3.6992 (3.7082) acc1: 18.7500 (18.1002) acc5: 40.6250 (41.8626) time: 0.1258 data: 0.0018 max mem: 2911 Epoch: [3] [110/391] eta: 0:00:44 lr: 0.1 img/s: 386.07919043386465 loss: 3.7321 (3.7145) acc1: 18.7500 (18.1588) acc5: 40.6250 (41.9764) time: 0.1226 data: 0.0033 max mem: 2911 Epoch: [3] [120/391] eta: 0:00:42 lr: 0.1 img/s: 281.8083914057694 loss: 3.7321 (3.7171) acc1: 18.7500 (18.2335) acc5: 40.6250 (41.7872) time: 0.1197 data: 0.0057 max mem: 2911 Epoch: [3] [130/391] eta: 0:00:39 lr: 0.1 img/s: 436.3626338256666 loss: 3.5981 (3.7050) acc1: 21.8750 (18.5353) acc5: 43.7500 (42.2710) time: 0.1218 data: 0.0040 max mem: 2911 Epoch: [3] [140/391] eta: 0:00:37 lr: 0.1 img/s: 301.7159299356185 loss: 3.5102 (3.7000) acc1: 21.8750 (18.6170) acc5: 46.8750 (42.3316) time: 0.1214 data: 0.0032 max mem: 2911 Epoch: [3] [150/391] eta: 0:00:35 lr: 0.1 img/s: 331.64746231776627 loss: 3.6303 (3.7007) acc1: 18.7500 (18.5017) acc5: 40.6250 (42.2392) time: 0.1218 data: 0.0037 max mem: 2911 Epoch: [3] [160/391] eta: 0:00:33 lr: 0.1 img/s: 249.23119546466566 loss: 3.5845 (3.6906) acc1: 18.7500 (18.8276) acc5: 43.7500 (42.4689) time: 0.1205 data: 0.0026 max mem: 2911 Epoch: [3] [170/391] eta: 0:00:32 lr: 0.1 img/s: 306.3282620107269 loss: 3.5995 (3.6939) acc1: 18.7500 (19.0058) acc5: 43.7500 (42.3246) time: 0.1209 data: 0.0017 max mem: 2911 Epoch: [3] [180/391] eta: 0:00:30 lr: 0.1 img/s: 274.05467301551 loss: 3.6633 (3.6862) acc1: 21.8750 (19.1298) acc5: 43.7500 (42.6796) time: 0.1215 data: 0.0043 max mem: 2911 Epoch: [3] [190/391] eta: 0:00:28 lr: 0.1 img/s: 223.5710135657365 loss: 3.5498 (3.6837) acc1: 21.8750 (19.1427) acc5: 46.8750 (42.8174) time: 0.1184 data: 0.0069 max mem: 2911 Epoch: [3] [200/391] eta: 0:00:27 lr: 0.1 img/s: 228.90494536511656 loss: 3.5498 (3.6779) acc1: 18.7500 (19.1853) acc5: 46.8750 (43.0348) time: 0.1218 data: 0.0050 max mem: 2911 Epoch: [3] [210/391] eta: 0:00:25 lr: 0.1 img/s: 323.653297837452 loss: 3.4986 (3.6734) acc1: 21.8750 (19.4461) acc5: 46.8750 (43.1428) time: 0.1176 data: 0.0036 max mem: 2911 Epoch: [3] [220/391] eta: 0:00:23 lr: 0.1 img/s: 201.23352149630796 loss: 3.3599 (3.6617) acc1: 25.0000 (19.7681) acc5: 46.8750 (43.2975) time: 0.1197 data: 0.0028 max mem: 2911 Epoch: [3] [230/391] eta: 0:00:22 lr: 0.1 img/s: 296.2307911319068 loss: 3.5035 (3.6633) acc1: 21.8750 (19.6834) acc5: 46.8750 (43.4118) time: 0.1265 data: 0.0049 max mem: 2911 Epoch: [3] [240/391] eta: 0:00:20 lr: 0.1 img/s: 306.1256454703038 loss: 3.7797 (3.6679) acc1: 15.6250 (19.5669) acc5: 40.6250 (43.3999) time: 0.1192 data: 0.0057 max mem: 2911 Epoch: [3] [250/391] eta: 0:00:19 lr: 0.1 img/s: 295.71518149270173 loss: 3.7237 (3.6637) acc1: 18.7500 (19.7336) acc5: 43.7500 (43.5508) time: 0.1202 data: 0.0045 max mem: 2911 Epoch: [3] [260/391] eta: 0:00:17 lr: 0.1 img/s: 307.737893305636 loss: 3.5903 (3.6624) acc1: 21.8750 (19.7677) acc5: 43.7500 (43.5105) time: 0.1258 data: 0.0041 max mem: 2911 Epoch: [3] [270/391] eta: 0:00:16 lr: 0.1 img/s: 363.42048857624053 loss: 3.5036 (3.6574) acc1: 18.7500 (19.7994) acc5: 40.6250 (43.5424) time: 0.1206 data: 0.0033 max mem: 2911 Epoch: [3] [280/391] eta: 0:00:15 lr: 0.1 img/s: 235.80727497610616 loss: 3.4632 (3.6510) acc1: 21.8750 (19.9177) acc5: 43.7500 (43.6610) time: 0.1194 data: 0.0026 max mem: 2911 Epoch: [3] [290/391] eta: 0:00:13 lr: 0.1 img/s: 252.2761589167467 loss: 3.4981 (3.6452) acc1: 21.8750 (20.0709) acc5: 46.8750 (43.8574) time: 0.1250 data: 0.0030 max mem: 2911 Epoch: [3] [300/391] eta: 0:00:12 lr: 0.1 img/s: 247.06074830007105 loss: 3.5375 (3.6424) acc1: 18.7500 (20.0581) acc5: 46.8750 (43.9473) time: 0.1279 data: 0.0052 max mem: 2911 Epoch: [3] [310/391] eta: 0:00:10 lr: 0.1 img/s: 244.16097214895126 loss: 3.5375 (3.6389) acc1: 18.7500 (20.0864) acc5: 46.8750 (44.0514) time: 0.1266 data: 0.0059 max mem: 2911 Epoch: [3] [320/391] eta: 0:00:09 lr: 0.1 img/s: 286.44053515902607 loss: 3.5191 (3.6418) acc1: 18.7500 (19.9669) acc5: 43.7500 (44.0323) time: 0.1209 data: 0.0066 max mem: 2911 Epoch: [3] [330/391] eta: 0:00:08 lr: 0.1 img/s: 283.3032083755488 loss: 3.5191 (3.6356) acc1: 18.7500 (20.0434) acc5: 46.8750 (44.1654) time: 0.1204 data: 0.0070 max mem: 2911 Epoch: [3] [340/391] eta: 0:00:06 lr: 0.1 img/s: 260.35103564126734 loss: 3.5588 (3.6382) acc1: 18.7500 (19.9047) acc5: 43.7500 (44.0341) time: 0.1195 data: 0.0041 max mem: 2911 Epoch: [3] [350/391] eta: 0:00:05 lr: 0.1 img/s: 273.1739310072518 loss: 3.5588 (3.6331) acc1: 18.7500 (20.0321) acc5: 43.7500 (44.2308) time: 0.1206 data: 0.0028 max mem: 2911 Epoch: [3] [360/391] eta: 0:00:04 lr: 0.1 img/s: 283.2625509678617 loss: 3.4346 (3.6329) acc1: 21.8750 (20.0571) acc5: 46.8750 (44.2521) time: 0.1212 data: 0.0027 max mem: 2911 Epoch: [3] [370/391] eta: 0:00:02 lr: 0.1 img/s: 869.6462782500519 loss: 3.6454 (3.6314) acc1: 21.8750 (20.0640) acc5: 43.7500 (44.2133) time: 0.0854 data: 0.0010 max mem: 2911 Epoch: [3] [380/391] eta: 0:00:01 lr: 0.1 img/s: 863.3530467448428 loss: 3.5910 (3.6290) acc1: 21.8750 (20.1444) acc5: 43.7500 (44.2503) time: 0.0436 data: 0.0001 max mem: 2911 Epoch: [3] [390/391] eta: 0:00:00 lr: 0.1 img/s: 737.82976964281 loss: 3.4406 (3.6255) acc1: 20.0000 (20.1120) acc5: 43.7500 (44.2640) time: 0.0366 data: 0.0001 max mem: 2911 Epoch: [3] Total time: 0:00:50 Test: [ 0/40] eta: 0:01:47 loss: 3.3460 (3.3460) acc1: 21.8750 (21.8750) acc5: 46.8750 (46.8750) time: 2.6823 data: 2.6687 max mem: 2911 Test: Total time: 0:00:06 Test: Acc@1 25.950 Acc@5 52.220 Epoch: [4] [ 0/391] eta: 0:29:20 lr: 0.1 img/s: 647.0008002082469 loss: 3.0887 (3.0887) acc1: 25.0000 (25.0000) acc5: 53.1250 (53.1250) time: 4.5030 data: 4.4535 max mem: 2911 Epoch: [4] [ 10/391] eta: 0:03:10 lr: 0.1 img/s: 264.5580925949287 loss: 3.2742 (3.4016) acc1: 25.0000 (26.9886) acc5: 46.8750 (47.1591) time: 0.4999 data: 0.4073 max mem: 2911 Epoch: [4] [ 20/391] eta: 0:01:58 lr: 0.1 img/s: 291.8265187868404 loss: 3.4534 (3.4655) acc1: 21.8750 (23.9583) acc5: 46.8750 (48.0655) time: 0.1099 data: 0.0021 max mem: 2911 Epoch: [4] [ 30/391] eta: 0:01:31 lr: 0.1 img/s: 293.8107119481105 loss: 3.4684 (3.4295) acc1: 18.7500 (23.8911) acc5: 50.0000 (48.5887) time: 0.1164 data: 0.0020 max mem: 2911 Epoch: [4] [ 40/391] eta: 0:01:17 lr: 0.1 img/s: 363.6124760581161 loss: 3.4684 (3.4339) acc1: 21.8750 (23.4756) acc5: 50.0000 (48.8567) time: 0.1194 data: 0.0023 max mem: 2911 Epoch: [4] [ 50/391] eta: 0:01:08 lr: 0.1 img/s: 329.21354355739135 loss: 3.6070 (3.4607) acc1: 21.8750 (22.7941) acc5: 46.8750 (47.7328) time: 0.1214 data: 0.0021 max mem: 2911 Epoch: [4] [ 60/391] eta: 0:01:02 lr: 0.1 img/s: 285.9937566987639 loss: 3.5257 (3.4517) acc1: 21.8750 (22.6947) acc5: 46.8750 (48.3607) time: 0.1183 data: 0.0041 max mem: 2911 Epoch: [4] [ 70/391] eta: 0:00:57 lr: 0.1 img/s: 259.1190882992874 loss: 3.3875 (3.4509) acc1: 21.8750 (23.0194) acc5: 50.0000 (48.5475) time: 0.1198 data: 0.0043 max mem: 2911 Epoch: [4] [ 80/391] eta: 0:00:53 lr: 0.1 img/s: 327.7888361369986 loss: 3.3497 (3.4439) acc1: 25.0000 (23.2253) acc5: 50.0000 (48.8040) time: 0.1186 data: 0.0018 max mem: 2911 Epoch: [4] [ 90/391] eta: 0:00:49 lr: 0.1 img/s: 421.6586021758731 loss: 3.3329 (3.4395) acc1: 25.0000 (23.4203) acc5: 50.0000 (48.9011) time: 0.1201 data: 0.0051 max mem: 2911 Epoch: [4] [100/391] eta: 0:00:46 lr: 0.1 img/s: 250.37444503309283 loss: 3.3250 (3.4288) acc1: 25.0000 (23.7933) acc5: 50.0000 (49.3193) time: 0.1240 data: 0.0062 max mem: 2911 Epoch: [4] [110/391] eta: 0:00:43 lr: 0.1 img/s: 288.6216545169129 loss: 3.3264 (3.4331) acc1: 21.8750 (23.7331) acc5: 46.8750 (48.8457) time: 0.1163 data: 0.0029 max mem: 2911 Epoch: [4] [120/391] eta: 0:00:41 lr: 0.1 img/s: 463.3838016620231 loss: 3.5369 (3.4367) acc1: 21.8750 (23.7862) acc5: 43.7500 (48.7087) time: 0.1194 data: 0.0033 max mem: 2911 Epoch: [4] [130/391] eta: 0:00:39 lr: 0.1 img/s: 279.30953480919146 loss: 3.5369 (3.4442) acc1: 21.8750 (23.6880) acc5: 46.8750 (48.4971) time: 0.1277 data: 0.0037 max mem: 2911 Epoch: [4] [140/391] eta: 0:00:37 lr: 0.1 img/s: 249.22101424382925 loss: 3.5165 (3.4445) acc1: 21.8750 (23.7589) acc5: 43.7500 (48.4043) time: 0.1213 data: 0.0028 max mem: 2911 Epoch: [4] [150/391] eta: 0:00:35 lr: 0.1 img/s: 429.06834776159485 loss: 3.4194 (3.4437) acc1: 21.8750 (23.5099) acc5: 43.7500 (48.2823) time: 0.1176 data: 0.0018 max mem: 2911 Epoch: [4] [160/391] eta: 0:00:33 lr: 0.1 img/s: 204.8050001220733 loss: 3.4022 (3.4531) acc1: 21.8750 (23.5054) acc5: 40.6250 (47.8067) time: 0.1249 data: 0.0022 max mem: 2911 Epoch: [4] [170/391] eta: 0:00:31 lr: 0.1 img/s: 269.78925849914873 loss: 3.3855 (3.4464) acc1: 25.0000 (23.5746) acc5: 43.7500 (47.8253) time: 0.1222 data: 0.0036 max mem: 2911 Epoch: [4] [180/391] eta: 0:00:30 lr: 0.1 img/s: 243.41396126565795 loss: 3.4345 (3.4501) acc1: 25.0000 (23.4461) acc5: 50.0000 (47.7555) time: 0.1174 data: 0.0037 max mem: 2911 Epoch: [4] [190/391] eta: 0:00:28 lr: 0.1 img/s: 315.8316853583581 loss: 3.3872 (3.4420) acc1: 21.8750 (23.5275) acc5: 50.0000 (47.9385) time: 0.1200 data: 0.0032 max mem: 2911 Epoch: [4] [200/391] eta: 0:00:26 lr: 0.1 img/s: 255.13525514907855 loss: 3.3872 (3.4428) acc1: 21.8750 (23.4608) acc5: 50.0000 (47.8234) time: 0.1202 data: 0.0028 max mem: 2911 Epoch: [4] [210/391] eta: 0:00:25 lr: 0.1 img/s: 206.21153710241921 loss: 3.3400 (3.4351) acc1: 21.8750 (23.6226) acc5: 46.8750 (48.0006) time: 0.1242 data: 0.0027 max mem: 2911 Epoch: [4] [220/391] eta: 0:00:23 lr: 0.1 img/s: 256.069354721776 loss: 3.3322 (3.4337) acc1: 25.0000 (23.6567) acc5: 50.0000 (48.0911) time: 0.1212 data: 0.0037 max mem: 2911 Epoch: [4] [230/391] eta: 0:00:22 lr: 0.1 img/s: 237.32709503677023 loss: 3.4147 (3.4320) acc1: 21.8750 (23.7148) acc5: 50.0000 (48.1602) time: 0.1175 data: 0.0067 max mem: 2911 Epoch: [4] [240/391] eta: 0:00:20 lr: 0.1 img/s: 267.18343442627844 loss: 3.3827 (3.4252) acc1: 28.1250 (23.8849) acc5: 50.0000 (48.3402) time: 0.1201 data: 0.0056 max mem: 2911 Epoch: [4] [250/391] eta: 0:00:19 lr: 0.1 img/s: 271.92975333029426 loss: 3.2598 (3.4236) acc1: 28.1250 (23.9542) acc5: 53.1250 (48.5060) time: 0.1229 data: 0.0022 max mem: 2911 Epoch: [4] [260/391] eta: 0:00:17 lr: 0.1 img/s: 273.2317664278749 loss: 3.2514 (3.4192) acc1: 25.0000 (24.0541) acc5: 53.1250 (48.5872) time: 0.1227 data: 0.0023 max mem: 2911 Epoch: [4] [270/391] eta: 0:00:16 lr: 0.1 img/s: 304.80268336274224 loss: 3.3044 (3.4219) acc1: 25.0000 (23.9622) acc5: 50.0000 (48.6278) time: 0.1231 data: 0.0034 max mem: 2911 Epoch: [4] [280/391] eta: 0:00:15 lr: 0.1 img/s: 302.68553503088475 loss: 3.3837 (3.4192) acc1: 25.0000 (23.9769) acc5: 50.0000 (48.6766) time: 0.1193 data: 0.0027 max mem: 2911 Epoch: [4] [290/391] eta: 0:00:13 lr: 0.1 img/s: 252.6108988522967 loss: 3.4202 (3.4239) acc1: 21.8750 (23.9369) acc5: 46.8750 (48.5610) time: 0.1195 data: 0.0030 max mem: 2911 Epoch: [4] [300/391] eta: 0:00:12 lr: 0.1 img/s: 349.306107364909 loss: 3.4654 (3.4208) acc1: 25.0000 (24.0864) acc5: 43.7500 (48.5361) time: 0.1202 data: 0.0031 max mem: 2911 Epoch: [4] [310/391] eta: 0:00:10 lr: 0.1 img/s: 244.3458839892662 loss: 3.2719 (3.4133) acc1: 25.0000 (24.1861) acc5: 50.0000 (48.5832) time: 0.1228 data: 0.0034 max mem: 2911 Epoch: [4] [320/391] eta: 0:00:09 lr: 0.1 img/s: 241.84768851537385 loss: 3.3108 (3.4107) acc1: 25.0000 (24.2017) acc5: 50.0000 (48.6663) time: 0.1211 data: 0.0042 max mem: 2911 Epoch: [4] [330/391] eta: 0:00:08 lr: 0.1 img/s: 216.0828927455968 loss: 3.2941 (3.4058) acc1: 25.0000 (24.3108) acc5: 50.0000 (48.6971) time: 0.1236 data: 0.0034 max mem: 2911 Epoch: [4] [340/391] eta: 0:00:06 lr: 0.1 img/s: 246.6108858261568 loss: 3.2941 (3.4071) acc1: 25.0000 (24.2577) acc5: 46.8750 (48.6895) time: 0.1251 data: 0.0025 max mem: 2911 Epoch: [4] [350/391] eta: 0:00:05 lr: 0.1 img/s: 220.68061275996837 loss: 3.3741 (3.4064) acc1: 25.0000 (24.3412) acc5: 50.0000 (48.7269) time: 0.1207 data: 0.0016 max mem: 2911 Epoch: [4] [360/391] eta: 0:00:04 lr: 0.1 img/s: 394.08807380394506 loss: 3.3237 (3.4043) acc1: 28.1250 (24.4287) acc5: 50.0000 (48.8227) time: 0.1163 data: 0.0021 max mem: 2911 Epoch: [4] [370/391] eta: 0:00:02 lr: 0.1 img/s: 863.9421196614206 loss: 3.2931 (3.3976) acc1: 25.0000 (24.4693) acc5: 53.1250 (48.9471) time: 0.0839 data: 0.0019 max mem: 2911 Epoch: [4] [380/391] eta: 0:00:01 lr: 0.1 img/s: 869.4660033167496 loss: 3.2870 (3.3948) acc1: 25.0000 (24.5079) acc5: 50.0000 (48.9419) time: 0.0484 data: 0.0007 max mem: 2911 Epoch: [4] [390/391] eta: 0:00:00 lr: 0.1 img/s: 742.6964620887488 loss: 3.2870 (3.3935) acc1: 25.0000 (24.5520) acc5: 50.0000 (49.0400) time: 0.0365 data: 0.0001 max mem: 2911 Epoch: [4] Total time: 0:00:50 Test: [ 0/40] eta: 0:02:22 loss: 3.3531 (3.3531) acc1: 15.6250 (15.6250) acc5: 37.5000 (37.5000) time: 3.5604 data: 3.5035 max mem: 2911 Test: Total time: 0:00:06 Test: Acc@1 29.490 Acc@5 56.280 Epoch: [5] [ 0/391] eta: 0:28:50 lr: 0.1 img/s: 583.5477276383351 loss: 3.5298 (3.5298) acc1: 28.1250 (28.1250) acc5: 43.7500 (43.7500) time: 4.4253 data: 4.3705 max mem: 2911 Epoch: [5] [ 10/391] eta: 0:03:08 lr: 0.1 img/s: 279.22876466953625 loss: 3.3857 (3.3012) acc1: 21.8750 (22.7273) acc5: 50.0000 (51.7045) time: 0.4958 data: 0.4000 max mem: 2911 Epoch: [5] [ 20/391] eta: 0:01:59 lr: 0.1 img/s: 314.1036077359444 loss: 3.2593 (3.2864) acc1: 25.0000 (25.5952) acc5: 50.0000 (51.3393) time: 0.1165 data: 0.0048 max mem: 2911 Epoch: [5] [ 30/391] eta: 0:01:32 lr: 0.1 img/s: 296.6222852811241 loss: 3.2242 (3.2793) acc1: 25.0000 (24.6976) acc5: 50.0000 (50.6048) time: 0.1243 data: 0.0049 max mem: 2911 Epoch: [5] [ 40/391] eta: 0:01:18 lr: 0.1 img/s: 225.97098794531618 loss: 3.2247 (3.2809) acc1: 25.0000 (25.5335) acc5: 50.0000 (51.2957) time: 0.1191 data: 0.0032 max mem: 2911 Epoch: [5] [ 50/391] eta: 0:01:09 lr: 0.1 img/s: 298.1483214156398 loss: 3.2451 (3.2616) acc1: 25.0000 (26.0417) acc5: 53.1250 (52.0833) time: 0.1212 data: 0.0045 max mem: 2911 Epoch: [5] [ 60/391] eta: 0:01:02 lr: 0.1 img/s: 308.8489601310709 loss: 3.2451 (3.2842) acc1: 28.1250 (26.1270) acc5: 53.1250 (51.6906) time: 0.1194 data: 0.0037 max mem: 2911 Epoch: [5] [ 70/391] eta: 0:00:57 lr: 0.1 img/s: 305.8758882219153 loss: 3.2820 (3.2850) acc1: 25.0000 (25.8363) acc5: 53.1250 (51.2324) time: 0.1179 data: 0.0064 max mem: 2911 Epoch: [5] [ 80/391] eta: 0:00:53 lr: 0.1 img/s: 223.49022983816582 loss: 3.2468 (3.2774) acc1: 28.1250 (26.3889) acc5: 53.1250 (51.5818) time: 0.1204 data: 0.0085 max mem: 2911 Epoch: [5] [ 90/391] eta: 0:00:50 lr: 0.1 img/s: 310.41110856709383 loss: 3.2649 (3.2861) acc1: 28.1250 (25.9959) acc5: 50.0000 (51.3393) time: 0.1222 data: 0.0054 max mem: 2911 Epoch: [5] [100/391] eta: 0:00:47 lr: 0.1 img/s: 239.92600815497673 loss: 3.1087 (3.2625) acc1: 25.0000 (26.3923) acc5: 53.1250 (51.9493) time: 0.1193 data: 0.0041 max mem: 2911 Epoch: [5] [110/391] eta: 0:00:44 lr: 0.1 img/s: 356.21928744320354 loss: 3.0119 (3.2528) acc1: 28.1250 (26.4921) acc5: 56.2500 (52.2523) time: 0.1207 data: 0.0029 max mem: 2911 Epoch: [5] [120/391] eta: 0:00:42 lr: 0.1 img/s: 197.30618257084518 loss: 3.0770 (3.2438) acc1: 25.0000 (26.3688) acc5: 53.1250 (52.5568) time: 0.1245 data: 0.0022 max mem: 2911 Epoch: [5] [130/391] eta: 0:00:39 lr: 0.1 img/s: 294.64727783631895 loss: 3.2562 (3.2545) acc1: 21.8750 (26.2643) acc5: 50.0000 (52.4094) time: 0.1223 data: 0.0034 max mem: 2911 Epoch: [5] [140/391] eta: 0:00:37 lr: 0.1 img/s: 321.03513698400775 loss: 3.2455 (3.2489) acc1: 28.1250 (26.5293) acc5: 53.1250 (52.7261) time: 0.1209 data: 0.0040 max mem: 2911 Epoch: [5] [150/391] eta: 0:00:35 lr: 0.1 img/s: 274.618210388691 loss: 3.1483 (3.2531) acc1: 28.1250 (26.3245) acc5: 50.0000 (52.5248) time: 0.1213 data: 0.0047 max mem: 2911 Epoch: [5] [160/391] eta: 0:00:33 lr: 0.1 img/s: 337.48994955920887 loss: 3.1441 (3.2460) acc1: 28.1250 (26.4363) acc5: 50.0000 (52.5427) time: 0.1206 data: 0.0060 max mem: 2911 Epoch: [5] [170/391] eta: 0:00:32 lr: 0.1 img/s: 228.08068435559574 loss: 3.1441 (3.2379) acc1: 28.1250 (26.5534) acc5: 53.1250 (52.7047) time: 0.1207 data: 0.0034 max mem: 2911 Epoch: [5] [180/391] eta: 0:00:30 lr: 0.1 img/s: 345.48211297986586 loss: 3.1415 (3.2354) acc1: 28.1250 (26.7610) acc5: 53.1250 (52.7279) time: 0.1210 data: 0.0012 max mem: 2911 Epoch: [5] [190/391] eta: 0:00:28 lr: 0.1 img/s: 187.3745865948539 loss: 3.0219 (3.2286) acc1: 31.2500 (26.9797) acc5: 56.2500 (52.9123) time: 0.1218 data: 0.0019 max mem: 2911 Epoch: [5] [200/391] eta: 0:00:27 lr: 0.1 img/s: 283.4204627040907 loss: 3.0499 (3.2253) acc1: 28.1250 (27.1922) acc5: 56.2500 (53.0006) time: 0.1195 data: 0.0018 max mem: 2911 Epoch: [5] [210/391] eta: 0:00:25 lr: 0.1 img/s: 232.96390577837332 loss: 3.2956 (3.2285) acc1: 28.1250 (27.2512) acc5: 50.0000 (52.8288) time: 0.1213 data: 0.0013 max mem: 2911 Epoch: [5] [220/391] eta: 0:00:23 lr: 0.1 img/s: 269.0494267919392 loss: 3.3418 (3.2385) acc1: 25.0000 (26.9938) acc5: 46.8750 (52.5735) time: 0.1211 data: 0.0017 max mem: 2911 Epoch: [5] [230/391] eta: 0:00:22 lr: 0.1 img/s: 228.0725453578414 loss: 3.2812 (3.2309) acc1: 25.0000 (27.1239) acc5: 50.0000 (52.7868) time: 0.1189 data: 0.0011 max mem: 2911 Epoch: [5] [240/391] eta: 0:00:20 lr: 0.1 img/s: 252.4569506777066 loss: 2.9948 (3.2273) acc1: 28.1250 (27.1655) acc5: 56.2500 (52.8527) time: 0.1226 data: 0.0021 max mem: 2911 Epoch: [5] [250/391] eta: 0:00:19 lr: 0.1 img/s: 262.31101834371105 loss: 3.0530 (3.2251) acc1: 31.2500 (27.2037) acc5: 53.1250 (52.9133) time: 0.1186 data: 0.0034 max mem: 2911 Epoch: [5] [260/391] eta: 0:00:17 lr: 0.1 img/s: 298.8440315904552 loss: 3.1941 (3.2261) acc1: 28.1250 (27.1432) acc5: 53.1250 (53.0412) time: 0.1220 data: 0.0045 max mem: 2911 Epoch: [5] [270/391] eta: 0:00:16 lr: 0.1 img/s: 297.4281579839605 loss: 3.1946 (3.2277) acc1: 25.0000 (27.0756) acc5: 53.1250 (52.9751) time: 0.1227 data: 0.0030 max mem: 2911 Epoch: [5] [280/391] eta: 0:00:15 lr: 0.1 img/s: 250.66107889551876 loss: 3.1914 (3.2213) acc1: 28.1250 (27.2020) acc5: 56.2500 (53.2251) time: 0.1222 data: 0.0025 max mem: 2911 Epoch: [5] [290/391] eta: 0:00:13 lr: 0.1 img/s: 256.57256680137175 loss: 3.1261 (3.2148) acc1: 31.2500 (27.3303) acc5: 56.2500 (53.3183) time: 0.1245 data: 0.0037 max mem: 2911 Epoch: [5] [300/391] eta: 0:00:12 lr: 0.1 img/s: 221.4697045700557 loss: 3.1745 (3.2149) acc1: 28.1250 (27.3152) acc5: 50.0000 (53.2600) time: 0.1201 data: 0.0051 max mem: 2911 Epoch: [5] [310/391] eta: 0:00:10 lr: 0.1 img/s: 378.20701703961066 loss: 3.2622 (3.2170) acc1: 25.0000 (27.2809) acc5: 50.0000 (53.2456) time: 0.1222 data: 0.0045 max mem: 2911 Epoch: [5] [320/391] eta: 0:00:09 lr: 0.1 img/s: 259.76099725758036 loss: 3.2622 (3.2190) acc1: 28.1250 (27.2878) acc5: 50.0000 (53.2126) time: 0.1249 data: 0.0028 max mem: 2911 Epoch: [5] [330/391] eta: 0:00:08 lr: 0.1 img/s: 402.240887090732 loss: 3.1307 (3.2192) acc1: 28.1250 (27.2659) acc5: 53.1250 (53.2100) time: 0.1215 data: 0.0025 max mem: 2911 Epoch: [5] [340/391] eta: 0:00:06 lr: 0.1 img/s: 234.65335158562405 loss: 3.0902 (3.2152) acc1: 28.1250 (27.2727) acc5: 50.0000 (53.2166) time: 0.1212 data: 0.0036 max mem: 2911 Epoch: [5] [350/391] eta: 0:00:05 lr: 0.1 img/s: 389.6015326560232 loss: 3.0197 (3.2102) acc1: 28.1250 (27.3682) acc5: 53.1250 (53.3031) time: 0.1226 data: 0.0064 max mem: 2911 Epoch: [5] [360/391] eta: 0:00:04 lr: 0.1 img/s: 380.13404327631133 loss: 2.9856 (3.2062) acc1: 28.1250 (27.4152) acc5: 59.3750 (53.3934) time: 0.1196 data: 0.0063 max mem: 2911 Epoch: [5] [370/391] eta: 0:00:02 lr: 0.1 img/s: 862.992219950362 loss: 3.3867 (3.2144) acc1: 25.0000 (27.3248) acc5: 50.0000 (53.2345) time: 0.0874 data: 0.0028 max mem: 2911 Epoch: [5] [380/391] eta: 0:00:01 lr: 0.1 img/s: 870.6391281785159 loss: 3.2567 (3.2120) acc1: 25.0000 (27.3294) acc5: 53.1250 (53.3711) time: 0.0472 data: 0.0001 max mem: 2911 Epoch: [5] [390/391] eta: 0:00:00 lr: 0.1 img/s: 739.7035404082712 loss: 3.0411 (3.2087) acc1: 31.2500 (27.3840) acc5: 56.2500 (53.3760) time: 0.0366 data: 0.0001 max mem: 2911 Epoch: [5] Total time: 0:00:50 Test: [ 0/40] eta: 0:03:00 loss: 2.6480 (2.6480) acc1: 31.2500 (31.2500) acc5: 65.6250 (65.6250) time: 4.5135 data: 4.5002 max mem: 2911 Test: Total time: 0:00:06 Test: Acc@1 33.520 Acc@5 60.510 Epoch: [6] [ 0/391] eta: 0:29:48 lr: 0.1 img/s: 755.2541640406951 loss: 3.0414 (3.0414) acc1: 25.0000 (25.0000) acc5: 59.3750 (59.3750) time: 4.5735 data: 4.5311 max mem: 2911 Epoch: [6] [ 10/391] eta: 0:03:07 lr: 0.1 img/s: 212.40175026309333 loss: 3.0414 (3.0085) acc1: 28.1250 (30.3977) acc5: 59.3750 (58.2386) time: 0.4929 data: 0.4127 max mem: 2911 Epoch: [6] [ 20/391] eta: 0:01:58 lr: 0.1 img/s: 296.7573875533131 loss: 3.1834 (3.1602) acc1: 28.1250 (28.8690) acc5: 56.2500 (54.9107) time: 0.1065 data: 0.0017 max mem: 2911 Epoch: [6] [ 30/391] eta: 0:01:32 lr: 0.1 img/s: 251.8855667239684 loss: 3.1834 (3.1344) acc1: 28.1250 (29.2339) acc5: 53.1250 (56.0484) time: 0.1279 data: 0.0035 max mem: 2911 Epoch: [6] [ 40/391] eta: 0:01:18 lr: 0.1 img/s: 284.38670635971647 loss: 3.0503 (3.1071) acc1: 28.1250 (29.5732) acc5: 56.2500 (56.0976) time: 0.1219 data: 0.0064 max mem: 2911 Epoch: [6] [ 50/391] eta: 0:01:09 lr: 0.1 img/s: 266.55041148994314 loss: 3.0792 (3.1142) acc1: 28.1250 (29.0441) acc5: 53.1250 (56.7402) time: 0.1186 data: 0.0050 max mem: 2911 Epoch: [6] [ 60/391] eta: 0:01:02 lr: 0.1 img/s: 271.3415237190308 loss: 3.0099 (3.0948) acc1: 28.1250 (28.8422) acc5: 53.1250 (56.4037) time: 0.1195 data: 0.0017 max mem: 2911 Epoch: [6] [ 70/391] eta: 0:00:57 lr: 0.1 img/s: 244.34499432000234 loss: 3.0583 (3.0987) acc1: 28.1250 (28.7412) acc5: 53.1250 (55.8539) time: 0.1183 data: 0.0030 max mem: 2911 Epoch: [6] [ 80/391] eta: 0:00:53 lr: 0.1 img/s: 255.72441807515628 loss: 3.0418 (3.0916) acc1: 28.1250 (29.0123) acc5: 56.2500 (56.1728) time: 0.1216 data: 0.0028 max mem: 2911 Epoch: [6] [ 90/391] eta: 0:00:50 lr: 0.1 img/s: 291.8588824716443 loss: 2.9847 (3.0855) acc1: 31.2500 (29.4643) acc5: 56.2500 (56.1126) time: 0.1246 data: 0.0015 max mem: 2911 Epoch: [6] [100/391] eta: 0:00:47 lr: 0.1 img/s: 270.7733127825647 loss: 2.9413 (3.0825) acc1: 31.2500 (29.3007) acc5: 56.2500 (56.3738) time: 0.1182 data: 0.0021 max mem: 2911 Epoch: [6] [110/391] eta: 0:00:44 lr: 0.1 img/s: 453.02045073293885 loss: 2.9758 (3.0805) acc1: 25.0000 (29.2793) acc5: 56.2500 (56.2500) time: 0.1168 data: 0.0032 max mem: 2911 Epoch: [6] [120/391] eta: 0:00:41 lr: 0.1 img/s: 270.450310815576 loss: 2.9758 (3.0788) acc1: 28.1250 (29.4938) acc5: 56.2500 (56.5857) time: 0.1210 data: 0.0039 max mem: 2911 Epoch: [6] [130/391] eta: 0:00:39 lr: 0.1 img/s: 262.79482781576246 loss: 2.8932 (3.0703) acc1: 31.2500 (29.5324) acc5: 62.5000 (56.9418) time: 0.1215 data: 0.0030 max mem: 2911 Epoch: [6] [140/391] eta: 0:00:37 lr: 0.1 img/s: 273.99872613545426 loss: 2.9753 (3.0737) acc1: 28.1250 (29.4991) acc5: 56.2500 (56.7598) time: 0.1214 data: 0.0025 max mem: 2911 Epoch: [6] [150/391] eta: 0:00:35 lr: 0.1 img/s: 373.17946949897123 loss: 3.0111 (3.0730) acc1: 28.1250 (29.3046) acc5: 56.2500 (56.8916) time: 0.1211 data: 0.0035 max mem: 2911 Epoch: [6] [160/391] eta: 0:00:33 lr: 0.1 img/s: 265.10415716111345 loss: 3.1673 (3.0898) acc1: 25.0000 (29.0373) acc5: 56.2500 (56.5023) time: 0.1185 data: 0.0046 max mem: 2911 Epoch: [6] [170/391] eta: 0:00:32 lr: 0.1 img/s: 278.49699545167823 loss: 3.1678 (3.0933) acc1: 25.0000 (28.9108) acc5: 50.0000 (56.3962) time: 0.1213 data: 0.0038 max mem: 2911 Epoch: [6] [180/391] eta: 0:00:30 lr: 0.1 img/s: 283.9541163677291 loss: 3.1717 (3.1020) acc1: 25.0000 (28.8329) acc5: 53.1250 (56.0428) time: 0.1247 data: 0.0030 max mem: 2911 Epoch: [6] [190/391] eta: 0:00:28 lr: 0.1 img/s: 251.53388793415255 loss: 3.2221 (3.1059) acc1: 28.1250 (28.9103) acc5: 53.1250 (56.0046) time: 0.1214 data: 0.0033 max mem: 2911 Epoch: [6] [200/391] eta: 0:00:26 lr: 0.1 img/s: 277.6506821402344 loss: 3.1398 (3.1013) acc1: 31.2500 (29.0734) acc5: 53.1250 (55.9857) time: 0.1176 data: 0.0028 max mem: 2911 Epoch: [6] [210/391] eta: 0:00:25 lr: 0.1 img/s: 258.0013648045734 loss: 3.0338 (3.1043) acc1: 31.2500 (29.1025) acc5: 50.0000 (55.9094) time: 0.1168 data: 0.0022 max mem: 2911 Epoch: [6] [220/391] eta: 0:00:23 lr: 0.1 img/s: 497.19292760538025 loss: 3.0167 (3.0998) acc1: 31.2500 (29.2986) acc5: 53.1250 (55.9672) time: 0.1236 data: 0.0018 max mem: 2911 Epoch: [6] [230/391] eta: 0:00:22 lr: 0.1 img/s: 285.95536958365113 loss: 3.0814 (3.1033) acc1: 31.2500 (29.1802) acc5: 56.2500 (55.8442) time: 0.1225 data: 0.0044 max mem: 2911 Epoch: [6] [240/391] eta: 0:00:20 lr: 0.1 img/s: 391.942950923076 loss: 3.0814 (3.0974) acc1: 31.2500 (29.2272) acc5: 56.2500 (56.0425) time: 0.1192 data: 0.0049 max mem: 2911 Epoch: [6] [250/391] eta: 0:00:19 lr: 0.1 img/s: 217.63190042790964 loss: 3.0547 (3.0964) acc1: 31.2500 (29.2829) acc5: 59.3750 (56.0632) time: 0.1204 data: 0.0045 max mem: 2911 Epoch: [6] [260/391] eta: 0:00:17 lr: 0.1 img/s: 274.2747657630963 loss: 3.0163 (3.0894) acc1: 31.2500 (29.5019) acc5: 59.3750 (56.2261) time: 0.1234 data: 0.0055 max mem: 2911 Epoch: [6] [270/391] eta: 0:00:16 lr: 0.1 img/s: 297.8651261986822 loss: 2.9472 (3.0912) acc1: 34.3750 (29.4857) acc5: 56.2500 (56.0655) time: 0.1218 data: 0.0041 max mem: 2911 Epoch: [6] [280/391] eta: 0:00:15 lr: 0.1 img/s: 292.9296472431802 loss: 2.8577 (3.0841) acc1: 31.2500 (29.5930) acc5: 56.2500 (56.2389) time: 0.1184 data: 0.0039 max mem: 2911 Epoch: [6] [290/391] eta: 0:00:13 lr: 0.1 img/s: 229.92999881795274 loss: 2.8266 (3.0806) acc1: 31.2500 (29.5962) acc5: 59.3750 (56.3252) time: 0.1215 data: 0.0032 max mem: 2911 Epoch: [6] [300/391] eta: 0:00:12 lr: 0.1 img/s: 238.6686962088342 loss: 2.9985 (3.0780) acc1: 31.2500 (29.6200) acc5: 56.2500 (56.3538) time: 0.1236 data: 0.0048 max mem: 2911 Epoch: [6] [310/391] eta: 0:00:10 lr: 0.1 img/s: 305.0382111031061 loss: 3.0456 (3.0756) acc1: 31.2500 (29.6523) acc5: 56.2500 (56.3605) time: 0.1202 data: 0.0070 max mem: 2911 Epoch: [6] [320/391] eta: 0:00:09 lr: 0.1 img/s: 327.1879400120912 loss: 2.9718 (3.0743) acc1: 28.1250 (29.5755) acc5: 59.3750 (56.4934) time: 0.1201 data: 0.0038 max mem: 2911 Epoch: [6] [330/391] eta: 0:00:08 lr: 0.1 img/s: 196.8541638249784 loss: 2.9555 (3.0731) acc1: 28.1250 (29.5884) acc5: 59.3750 (56.4955) time: 0.1225 data: 0.0047 max mem: 2911 Epoch: [6] [340/391] eta: 0:00:06 lr: 0.1 img/s: 324.5933517938548 loss: 3.0946 (3.0732) acc1: 28.1250 (29.6004) acc5: 53.1250 (56.4791) time: 0.1229 data: 0.0056 max mem: 2911 Epoch: [6] [350/391] eta: 0:00:05 lr: 0.1 img/s: 248.2001908411063 loss: 2.8719 (3.0681) acc1: 28.1250 (29.6296) acc5: 59.3750 (56.5260) time: 0.1200 data: 0.0032 max mem: 2911 Epoch: [6] [360/391] eta: 0:00:04 lr: 0.1 img/s: 315.1272269649414 loss: 2.9629 (3.0717) acc1: 28.1250 (29.5360) acc5: 56.2500 (56.4491) time: 0.1190 data: 0.0027 max mem: 2911 Epoch: [6] [370/391] eta: 0:00:02 lr: 0.1 img/s: 860.298359752072 loss: 2.9629 (3.0643) acc1: 31.2500 (29.6580) acc5: 56.2500 (56.6796) time: 0.0900 data: 0.0012 max mem: 2911 Epoch: [6] [380/391] eta: 0:00:01 lr: 0.1 img/s: 863.1975766774499 loss: 2.8146 (3.0612) acc1: 34.3750 (29.7326) acc5: 59.3750 (56.7339) time: 0.0470 data: 0.0001 max mem: 2911 Epoch: [6] [390/391] eta: 0:00:00 lr: 0.1 img/s: 731.619948019327 loss: 3.0989 (3.0634) acc1: 28.1250 (29.6080) acc5: 53.1250 (56.6880) time: 0.0366 data: 0.0001 max mem: 2911 Epoch: [6] Total time: 0:00:50 Test: [ 0/40] eta: 0:01:41 loss: 2.8097 (2.8097) acc1: 34.3750 (34.3750) acc5: 68.7500 (68.7500) time: 2.5377 data: 2.5217 max mem: 2911 Test: Total time: 0:00:06 Test: Acc@1 35.500 Acc@5 63.300 Epoch: [7] [ 0/391] eta: 0:29:25 lr: 0.1 img/s: 904.2066870119984 loss: 2.9533 (2.9533) acc1: 25.0000 (25.0000) acc5: 46.8750 (46.8750) time: 4.5163 data: 4.4809 max mem: 2911 Epoch: [7] [ 10/391] eta: 0:03:07 lr: 0.1 img/s: 318.73351745559813 loss: 3.1786 (3.1043) acc1: 28.1250 (28.9773) acc5: 53.1250 (53.6932) time: 0.4934 data: 0.4128 max mem: 2911 Epoch: [7] [ 20/391] eta: 0:01:57 lr: 0.1 img/s: 348.30716530467663 loss: 3.1684 (3.1095) acc1: 28.1250 (27.6786) acc5: 53.1250 (54.9107) time: 0.1077 data: 0.0035 max mem: 2911 Epoch: [7] [ 30/391] eta: 0:01:30 lr: 0.1 img/s: 321.5142422536561 loss: 2.8904 (3.0152) acc1: 31.2500 (30.2419) acc5: 62.5000 (57.1573) time: 0.1165 data: 0.0018 max mem: 2911 Epoch: [7] [ 40/391] eta: 0:01:16 lr: 0.1 img/s: 338.2136714015366 loss: 2.7890 (2.9776) acc1: 34.3750 (31.8598) acc5: 59.3750 (57.6220) time: 0.1151 data: 0.0036 max mem: 2911 Epoch: [7] [ 50/391] eta: 0:01:08 lr: 0.1 img/s: 380.64612810368544 loss: 2.7890 (2.9536) acc1: 34.3750 (32.0466) acc5: 59.3750 (58.3333) time: 0.1233 data: 0.0056 max mem: 2911 Epoch: [7] [ 60/391] eta: 0:01:01 lr: 0.1 img/s: 382.4629641238993 loss: 2.9828 (2.9811) acc1: 28.1250 (31.3525) acc5: 56.2500 (57.9406) time: 0.1187 data: 0.0040 max mem: 2911 Epoch: [7] [ 70/391] eta: 0:00:56 lr: 0.1 img/s: 300.70602363210276 loss: 2.9828 (2.9625) acc1: 28.1250 (31.6901) acc5: 56.2500 (58.0986) time: 0.1185 data: 0.0020 max mem: 2911 Epoch: [7] [ 80/391] eta: 0:00:52 lr: 0.1 img/s: 288.1253673542551 loss: 2.7891 (2.9540) acc1: 34.3750 (31.9830) acc5: 56.2500 (58.4877) time: 0.1220 data: 0.0049 max mem: 2911 Epoch: [7] [ 90/391] eta: 0:00:49 lr: 0.1 img/s: 262.59328069118254 loss: 2.8062 (2.9597) acc1: 34.3750 (32.0055) acc5: 56.2500 (58.4478) time: 0.1219 data: 0.0053 max mem: 2911 Epoch: [7] [100/391] eta: 0:00:46 lr: 0.1 img/s: 229.87486662339242 loss: 3.0187 (2.9690) acc1: 31.2500 (31.7141) acc5: 56.2500 (58.2921) time: 0.1245 data: 0.0032 max mem: 2911 Epoch: [7] [110/391] eta: 0:00:44 lr: 0.1 img/s: 236.93202608379437 loss: 3.0187 (2.9691) acc1: 28.1250 (31.7849) acc5: 56.2500 (58.0800) time: 0.1202 data: 0.0033 max mem: 2911 Epoch: [7] [120/391] eta: 0:00:41 lr: 0.1 img/s: 341.6322059093038 loss: 2.8528 (2.9579) acc1: 31.2500 (31.9990) acc5: 56.2500 (58.2645) time: 0.1160 data: 0.0051 max mem: 2911 Epoch: [7] [130/391] eta: 0:00:39 lr: 0.1 img/s: 261.468369817834 loss: 2.9280 (2.9693) acc1: 28.1250 (31.6078) acc5: 56.2500 (57.8006) time: 0.1235 data: 0.0073 max mem: 2911 Epoch: [7] [140/391] eta: 0:00:37 lr: 0.1 img/s: 357.57543658669795 loss: 3.1547 (2.9842) acc1: 28.1250 (31.1835) acc5: 50.0000 (57.5133) time: 0.1237 data: 0.0044 max mem: 2911 Epoch: [7] [150/391] eta: 0:00:35 lr: 0.1 img/s: 327.05479515477003 loss: 3.1547 (2.9946) acc1: 25.0000 (30.8775) acc5: 56.2500 (57.5538) time: 0.1193 data: 0.0023 max mem: 2911 Epoch: [7] [160/391] eta: 0:00:33 lr: 0.1 img/s: 281.24327473126164 loss: 2.8802 (2.9821) acc1: 34.3750 (31.2112) acc5: 59.3750 (57.7446) time: 0.1234 data: 0.0027 max mem: 2911 Epoch: [7] [170/391] eta: 0:00:31 lr: 0.1 img/s: 350.49283960933826 loss: 2.8631 (2.9858) acc1: 34.3750 (31.0124) acc5: 59.3750 (57.6754) time: 0.1223 data: 0.0023 max mem: 2911 Epoch: [7] [180/391] eta: 0:00:30 lr: 0.1 img/s: 289.6918879718203 loss: 2.8536 (2.9688) acc1: 28.1250 (31.1982) acc5: 59.3750 (57.9765) time: 0.1218 data: 0.0041 max mem: 2911 Epoch: [7] [190/391] eta: 0:00:28 lr: 0.1 img/s: 335.3355736054306 loss: 2.8536 (2.9755) acc1: 34.3750 (31.1846) acc5: 62.5000 (58.0007) time: 0.1217 data: 0.0040 max mem: 2911 Epoch: [7] [200/391] eta: 0:00:26 lr: 0.1 img/s: 223.03676795607655 loss: 3.0193 (2.9826) acc1: 34.3750 (31.1412) acc5: 59.3750 (57.9136) time: 0.1215 data: 0.0022 max mem: 2911 Epoch: [7] [210/391] eta: 0:00:25 lr: 0.1 img/s: 296.1072728636542 loss: 2.9520 (2.9754) acc1: 28.1250 (31.1759) acc5: 59.3750 (58.0124) time: 0.1223 data: 0.0020 max mem: 2911 Epoch: [7] [220/391] eta: 0:00:23 lr: 0.1 img/s: 276.1119195883966 loss: 2.7901 (2.9737) acc1: 31.2500 (31.2500) acc5: 59.3750 (58.0175) time: 0.1223 data: 0.0043 max mem: 2911 Epoch: [7] [230/391] eta: 0:00:22 lr: 0.1 img/s: 303.4828719887486 loss: 3.0256 (2.9753) acc1: 31.2500 (31.2500) acc5: 59.3750 (58.0628) time: 0.1200 data: 0.0044 max mem: 2911 Epoch: [7] [240/391] eta: 0:00:20 lr: 0.1 img/s: 289.2904010087185 loss: 2.9459 (2.9679) acc1: 31.2500 (31.3926) acc5: 62.5000 (58.2210) time: 0.1234 data: 0.0028 max mem: 2911 Epoch: [7] [250/391] eta: 0:00:19 lr: 0.1 img/s: 238.4244887518297 loss: 2.9607 (2.9716) acc1: 34.3750 (31.4492) acc5: 59.3750 (58.0553) time: 0.1240 data: 0.0035 max mem: 2911 Epoch: [7] [260/391] eta: 0:00:17 lr: 0.1 img/s: 208.97692371169975 loss: 2.8950 (2.9643) acc1: 31.2500 (31.5014) acc5: 59.3750 (58.1657) time: 0.1214 data: 0.0034 max mem: 2911 Epoch: [7] [270/391] eta: 0:00:16 lr: 0.1 img/s: 230.52711599203738 loss: 2.8724 (2.9606) acc1: 34.3750 (31.5959) acc5: 62.5000 (58.3256) time: 0.1178 data: 0.0021 max mem: 2911 Epoch: [7] [280/391] eta: 0:00:15 lr: 0.1 img/s: 266.1972693592276 loss: 2.8936 (2.9628) acc1: 31.2500 (31.5614) acc5: 59.3750 (58.1517) time: 0.1175 data: 0.0018 max mem: 2911 Epoch: [7] [290/391] eta: 0:00:13 lr: 0.1 img/s: 263.87516539170065 loss: 2.8917 (2.9609) acc1: 28.1250 (31.6044) acc5: 56.2500 (58.1186) time: 0.1183 data: 0.0029 max mem: 2911 Epoch: [7] [300/391] eta: 0:00:12 lr: 0.1 img/s: 346.1887588631445 loss: 3.0939 (2.9661) acc1: 34.3750 (31.6134) acc5: 56.2500 (58.0357) time: 0.1228 data: 0.0034 max mem: 2911 Epoch: [7] [310/391] eta: 0:00:10 lr: 0.1 img/s: 407.5082371372532 loss: 3.0939 (2.9657) acc1: 31.2500 (31.6419) acc5: 56.2500 (58.0587) time: 0.1212 data: 0.0038 max mem: 2911 Epoch: [7] [320/391] eta: 0:00:09 lr: 0.1 img/s: 352.41162122067453 loss: 2.8034 (2.9578) acc1: 31.2500 (31.7465) acc5: 59.3750 (58.1970) time: 0.1176 data: 0.0063 max mem: 2911 Epoch: [7] [330/391] eta: 0:00:08 lr: 0.1 img/s: 250.43564448806484 loss: 2.9078 (2.9626) acc1: 31.2500 (31.7315) acc5: 56.2500 (58.1099) time: 0.1250 data: 0.0063 max mem: 2911 Epoch: [7] [340/391] eta: 0:00:06 lr: 0.1 img/s: 226.22465084764048 loss: 2.9078 (2.9557) acc1: 31.2500 (31.9465) acc5: 56.2500 (58.2570) time: 0.1221 data: 0.0027 max mem: 2911 Epoch: [7] [350/391] eta: 0:00:05 lr: 0.1 img/s: 294.1139573919789 loss: 2.8533 (2.9573) acc1: 37.5000 (31.9444) acc5: 59.3750 (58.3066) time: 0.1187 data: 0.0029 max mem: 2911 Epoch: [7] [360/391] eta: 0:00:04 lr: 0.1 img/s: 359.5949277556149 loss: 2.9995 (2.9569) acc1: 34.3750 (32.1243) acc5: 56.2500 (58.3016) time: 0.1169 data: 0.0030 max mem: 2911 Epoch: [7] [370/391] eta: 0:00:02 lr: 0.1 img/s: 860.4914026337048 loss: 2.7908 (2.9549) acc1: 34.3750 (32.1260) acc5: 59.3750 (58.3558) time: 0.0878 data: 0.0010 max mem: 2911 Epoch: [7] [380/391] eta: 0:00:01 lr: 0.1 img/s: 861.048955266011 loss: 2.7777 (2.9513) acc1: 31.2500 (32.1768) acc5: 62.5000 (58.4154) time: 0.0480 data: 0.0001 max mem: 2911 Epoch: [7] [390/391] eta: 0:00:00 lr: 0.1 img/s: 736.0623343804292 loss: 2.7746 (2.9483) acc1: 34.3750 (32.2000) acc5: 59.3750 (58.4240) time: 0.0368 data: 0.0001 max mem: 2911 Epoch: [7] Total time: 0:00:50 Test: [ 0/40] eta: 0:02:18 loss: 2.6481 (2.6481) acc1: 43.7500 (43.7500) acc5: 62.5000 (62.5000) time: 3.4600 data: 3.4471 max mem: 2911 Test: Total time: 0:00:06 Test: Acc@1 34.520 Acc@5 61.810 Epoch: [8] [ 0/391] eta: 0:24:12 lr: 0.1 img/s: 638.396362287269 loss: 3.4020 (3.4020) acc1: 31.2500 (31.2500) acc5: 50.0000 (50.0000) time: 3.7152 data: 3.6651 max mem: 2911 Epoch: [8] [ 10/391] eta: 0:03:06 lr: 0.1 img/s: 301.378541628307 loss: 2.9139 (2.9942) acc1: 31.2500 (30.1136) acc5: 62.5000 (61.9318) time: 0.4905 data: 0.3868 max mem: 2911 Epoch: [8] [ 20/391] eta: 0:01:59 lr: 0.1 img/s: 231.0728282539606 loss: 2.9139 (2.9360) acc1: 31.2500 (31.9940) acc5: 59.3750 (61.3095) time: 0.1519 data: 0.0343 max mem: 2911 Epoch: [8] [ 30/391] eta: 0:01:32 lr: 0.1 img/s: 399.97058131114613 loss: 2.7414 (2.8757) acc1: 34.3750 (33.2661) acc5: 59.3750 (61.4919) time: 0.1273 data: 0.0083 max mem: 2911 Epoch: [8] [ 40/391] eta: 0:01:18 lr: 0.1 img/s: 262.58095111396307 loss: 2.7414 (2.8854) acc1: 34.3750 (32.8506) acc5: 62.5000 (60.5183) time: 0.1181 data: 0.0052 max mem: 2911 Epoch: [8] [ 50/391] eta: 0:01:08 lr: 0.1 img/s: 281.45677210464953 loss: 2.7066 (2.8514) acc1: 34.3750 (33.3333) acc5: 62.5000 (60.8456) time: 0.1166 data: 0.0030 max mem: 2911 Epoch: [8] [ 60/391] eta: 0:01:02 lr: 0.1 img/s: 245.7763510878104 loss: 2.7257 (2.8473) acc1: 40.6250 (33.6066) acc5: 62.5000 (61.2193) time: 0.1188 data: 0.0048 max mem: 2911 Epoch: [8] [ 70/391] eta: 0:00:57 lr: 0.1 img/s: 365.9901233894608 loss: 2.9948 (2.8989) acc1: 31.2500 (33.0546) acc5: 56.2500 (59.8592) time: 0.1204 data: 0.0040 max mem: 2911 Epoch: [8] [ 80/391] eta: 0:00:53 lr: 0.1 img/s: 213.0051308094554 loss: 2.9938 (2.8787) acc1: 34.3750 (33.8349) acc5: 56.2500 (60.4167) time: 0.1186 data: 0.0025 max mem: 2911 Epoch: [8] [ 90/391] eta: 0:00:49 lr: 0.1 img/s: 314.9844945776785 loss: 2.9031 (2.9038) acc1: 31.2500 (33.1387) acc5: 59.3750 (59.8901) time: 0.1212 data: 0.0035 max mem: 2911 Epoch: [8] [100/391] eta: 0:00:46 lr: 0.1 img/s: 336.540479820268 loss: 3.0292 (2.9151) acc1: 31.2500 (32.9517) acc5: 53.1250 (59.5606) time: 0.1192 data: 0.0026 max mem: 2911 Epoch: [8] [110/391] eta: 0:00:44 lr: 0.1 img/s: 231.58396311710183 loss: 2.9652 (2.9125) acc1: 31.2500 (32.8829) acc5: 56.2500 (59.6284) time: 0.1207 data: 0.0022 max mem: 2911 Epoch: [8] [120/391] eta: 0:00:41 lr: 0.1 img/s: 294.1519876744242 loss: 2.9652 (2.9188) acc1: 28.1250 (32.8771) acc5: 56.2500 (59.3750) time: 0.1201 data: 0.0019 max mem: 2911 Epoch: [8] [130/391] eta: 0:00:39 lr: 0.1 img/s: 250.93570201301628 loss: 2.8464 (2.9194) acc1: 34.3750 (32.9914) acc5: 59.3750 (59.3034) time: 0.1162 data: 0.0021 max mem: 2911 Epoch: [8] [140/391] eta: 0:00:37 lr: 0.1 img/s: 296.6006541147353 loss: 2.7385 (2.9042) acc1: 34.3750 (33.2890) acc5: 62.5000 (59.5523) time: 0.1225 data: 0.0036 max mem: 2911 Epoch: [8] [150/391] eta: 0:00:35 lr: 0.1 img/s: 295.3156798074321 loss: 2.6939 (2.8906) acc1: 37.5000 (33.6093) acc5: 62.5000 (59.8717) time: 0.1218 data: 0.0051 max mem: 2911 Epoch: [8] [160/391] eta: 0:00:33 lr: 0.1 img/s: 202.7605143575365 loss: 2.6925 (2.8796) acc1: 37.5000 (33.8703) acc5: 62.5000 (60.0738) time: 0.1233 data: 0.0057 max mem: 2911 Epoch: [8] [170/391] eta: 0:00:31 lr: 0.1 img/s: 303.36351800954725 loss: 2.8030 (2.8817) acc1: 34.3750 (33.8999) acc5: 59.3750 (60.1791) time: 0.1238 data: 0.0042 max mem: 2911 Epoch: [8] [180/391] eta: 0:00:30 lr: 0.1 img/s: 226.41584499142198 loss: 2.9198 (2.8858) acc1: 34.3750 (33.9434) acc5: 59.3750 (60.1174) time: 0.1194 data: 0.0031 max mem: 2911 Epoch: [8] [190/391] eta: 0:00:28 lr: 0.1 img/s: 368.46683138417615 loss: 2.8697 (2.8851) acc1: 34.3750 (33.9169) acc5: 59.3750 (60.2094) time: 0.1185 data: 0.0029 max mem: 2911 Epoch: [8] [200/391] eta: 0:00:26 lr: 0.1 img/s: 269.0974356918018 loss: 2.9076 (2.8975) acc1: 28.1250 (33.4733) acc5: 56.2500 (59.8103) time: 0.1207 data: 0.0018 max mem: 2911 Epoch: [8] [210/391] eta: 0:00:25 lr: 0.1 img/s: 245.76150000915533 loss: 3.0424 (2.9041) acc1: 28.1250 (33.3827) acc5: 56.2500 (59.8193) time: 0.1263 data: 0.0022 max mem: 2911 Epoch: [8] [220/391] eta: 0:00:23 lr: 0.1 img/s: 306.1675441397874 loss: 2.8737 (2.9062) acc1: 31.2500 (33.2721) acc5: 59.3750 (59.6861) time: 0.1230 data: 0.0064 max mem: 2911 Epoch: [8] [230/391] eta: 0:00:22 lr: 0.1 img/s: 276.65373175552975 loss: 2.8340 (2.9058) acc1: 34.3750 (33.4686) acc5: 59.3750 (59.6726) time: 0.1204 data: 0.0070 max mem: 2911 Epoch: [8] [240/391] eta: 0:00:20 lr: 0.1 img/s: 363.7780433928257 loss: 2.8340 (2.9072) acc1: 37.5000 (33.5062) acc5: 59.3750 (59.5825) time: 0.1233 data: 0.0037 max mem: 2911 Epoch: [8] [250/391] eta: 0:00:19 lr: 0.1 img/s: 286.3800285915463 loss: 2.8446 (2.9056) acc1: 34.3750 (33.6404) acc5: 56.2500 (59.5867) time: 0.1186 data: 0.0024 max mem: 2911 Epoch: [8] [260/391] eta: 0:00:17 lr: 0.1 img/s: 295.11438679504573 loss: 2.8966 (2.9072) acc1: 31.2500 (33.4770) acc5: 56.2500 (59.6145) time: 0.1211 data: 0.0023 max mem: 2911 Epoch: [8] [270/391] eta: 0:00:16 lr: 0.1 img/s: 304.089320669905 loss: 2.8213 (2.9063) acc1: 31.2500 (33.5101) acc5: 62.5000 (59.6748) time: 0.1245 data: 0.0034 max mem: 2911 Epoch: [8] [280/391] eta: 0:00:15 lr: 0.1 img/s: 346.0548715872848 loss: 2.7401 (2.9027) acc1: 34.3750 (33.5409) acc5: 62.5000 (59.6864) time: 0.1179 data: 0.0040 max mem: 2911 Epoch: [8] [290/391] eta: 0:00:13 lr: 0.1 img/s: 268.2492909920515 loss: 2.8639 (2.9064) acc1: 31.2500 (33.3763) acc5: 59.3750 (59.5576) time: 0.1194 data: 0.0039 max mem: 2911 Epoch: [8] [300/391] eta: 0:00:12 lr: 0.1 img/s: 276.57733972687987 loss: 2.9451 (2.9110) acc1: 28.1250 (33.3472) acc5: 56.2500 (59.5203) time: 0.1196 data: 0.0036 max mem: 2911 Epoch: [8] [310/391] eta: 0:00:10 lr: 0.1 img/s: 311.7318995250316 loss: 2.9518 (2.9088) acc1: 31.2500 (33.4204) acc5: 56.2500 (59.5056) time: 0.1187 data: 0.0034 max mem: 2911 Epoch: [8] [320/391] eta: 0:00:09 lr: 0.1 img/s: 336.39034170939914 loss: 2.8642 (2.9075) acc1: 34.3750 (33.4696) acc5: 59.3750 (59.5794) time: 0.1252 data: 0.0039 max mem: 2911 Epoch: [8] [330/391] eta: 0:00:08 lr: 0.1 img/s: 236.18197335473118 loss: 2.7567 (2.9072) acc1: 34.3750 (33.5064) acc5: 56.2500 (59.5355) time: 0.1252 data: 0.0051 max mem: 2911 Epoch: [8] [340/391] eta: 0:00:06 lr: 0.1 img/s: 273.85281233358296 loss: 2.8080 (2.9081) acc1: 34.3750 (33.4769) acc5: 56.2500 (59.5125) time: 0.1153 data: 0.0039 max mem: 2911 Epoch: [8] [350/391] eta: 0:00:05 lr: 0.1 img/s: 554.4056540255191 loss: 2.8333 (2.9055) acc1: 31.2500 (33.4402) acc5: 62.5000 (59.5887) time: 0.1206 data: 0.0033 max mem: 2911 Epoch: [8] [360/391] eta: 0:00:04 lr: 0.1 img/s: 460.3528951755078 loss: 2.8518 (2.9035) acc1: 28.1250 (33.3276) acc5: 62.5000 (59.5914) time: 0.1207 data: 0.0030 max mem: 2911 Epoch: [8] [370/391] eta: 0:00:02 lr: 0.1 img/s: 863.7642016384897 loss: 2.8590 (2.9008) acc1: 31.2500 (33.4316) acc5: 59.3750 (59.6614) time: 0.0848 data: 0.0008 max mem: 2911 Epoch: [8] [380/391] eta: 0:00:01 lr: 0.1 img/s: 863.5474631014116 loss: 3.0308 (2.9027) acc1: 31.2500 (33.3990) acc5: 56.2500 (59.5390) time: 0.0488 data: 0.0002 max mem: 2911 Epoch: [8] [390/391] eta: 0:00:00 lr: 0.1 img/s: 740.0037050432696 loss: 2.9934 (2.9003) acc1: 34.3750 (33.5200) acc5: 56.2500 (59.6400) time: 0.0366 data: 0.0001 max mem: 2911 Epoch: [8] Total time: 0:00:50 Test: [ 0/40] eta: 0:02:19 loss: 2.5639 (2.5639) acc1: 25.0000 (25.0000) acc5: 78.1250 (78.1250) time: 3.4863 data: 3.4735 max mem: 2911 Test: Total time: 0:00:06 Test: Acc@1 37.920 Acc@5 66.060 Epoch: [9] [ 0/391] eta: 0:28:58 lr: 0.1 img/s: 746.5623619848593 loss: 2.9321 (2.9321) acc1: 37.5000 (37.5000) acc5: 53.1250 (53.1250) time: 4.4465 data: 4.4037 max mem: 2911 Epoch: [9] [ 10/391] eta: 0:03:09 lr: 0.1 img/s: 215.93479694835304 loss: 2.9321 (2.9629) acc1: 37.5000 (34.3750) acc5: 56.2500 (58.5227) time: 0.4986 data: 0.4114 max mem: 2911 Epoch: [9] [ 20/391] eta: 0:01:57 lr: 0.1 img/s: 345.8426494953477 loss: 2.8178 (2.8179) acc1: 37.5000 (37.3512) acc5: 59.3750 (61.4583) time: 0.1105 data: 0.0089 max mem: 2911 Epoch: [9] [ 30/391] eta: 0:01:32 lr: 0.1 img/s: 227.84566259190288 loss: 2.6066 (2.7835) acc1: 37.5000 (37.6008) acc5: 65.6250 (62.5000) time: 0.1211 data: 0.0045 max mem: 2911 Epoch: [9] [ 40/391] eta: 0:01:18 lr: 0.1 img/s: 190.27207013335715 loss: 2.6537 (2.7517) acc1: 34.3750 (37.5000) acc5: 65.6250 (63.4146) time: 0.1232 data: 0.0021 max mem: 2911 Epoch: [9] [ 50/391] eta: 0:01:08 lr: 0.1 img/s: 276.1704376167705 loss: 2.7008 (2.7623) acc1: 34.3750 (37.1324) acc5: 62.5000 (62.8064) time: 0.1179 data: 0.0037 max mem: 2911 Epoch: [9] [ 60/391] eta: 0:01:02 lr: 0.1 img/s: 224.33219510646015 loss: 2.6261 (2.7230) acc1: 37.5000 (37.6537) acc5: 65.6250 (63.7295) time: 0.1203 data: 0.0045 max mem: 2911 Epoch: [9] [ 70/391] eta: 0:00:57 lr: 0.1 img/s: 176.99679021397694 loss: 2.6344 (2.7441) acc1: 37.5000 (37.4120) acc5: 65.6250 (63.2042) time: 0.1210 data: 0.0029 max mem: 2911 Epoch: [9] [ 80/391] eta: 0:00:53 lr: 0.1 img/s: 267.8836157515518 loss: 2.9017 (2.7538) acc1: 34.3750 (37.2685) acc5: 56.2500 (62.8086) time: 0.1199 data: 0.0027 max mem: 2911 Epoch: [9] [ 90/391] eta: 0:00:49 lr: 0.1 img/s: 353.92637088799523 loss: 2.9504 (2.7902) acc1: 31.2500 (36.3668) acc5: 53.1250 (61.8475) time: 0.1189 data: 0.0017 max mem: 2911 Epoch: [9] [100/391] eta: 0:00:47 lr: 0.1 img/s: 402.9049996247655 loss: 2.9855 (2.8101) acc1: 28.1250 (35.7364) acc5: 53.1250 (61.2314) time: 0.1197 data: 0.0009 max mem: 2911 Epoch: [9] [110/391] eta: 0:00:44 lr: 0.1 img/s: 232.03837981843927 loss: 2.8595 (2.8047) acc1: 31.2500 (35.5856) acc5: 59.3750 (61.3739) time: 0.1247 data: 0.0022 max mem: 2911 Epoch: [9] [120/391] eta: 0:00:42 lr: 0.1 img/s: 435.99267161289487 loss: 2.7427 (2.8063) acc1: 31.2500 (35.3048) acc5: 62.5000 (61.4928) time: 0.1233 data: 0.0045 max mem: 2911 Epoch: [9] [130/391] eta: 0:00:39 lr: 0.1 img/s: 297.23648217702504 loss: 2.7225 (2.8035) acc1: 34.3750 (35.3531) acc5: 62.5000 (61.5697) time: 0.1230 data: 0.0061 max mem: 2911 Epoch: [9] [140/391] eta: 0:00:37 lr: 0.1 img/s: 396.09192132327985 loss: 2.6485 (2.7854) acc1: 37.5000 (35.6605) acc5: 65.6250 (62.0346) time: 0.1237 data: 0.0051 max mem: 2911 Epoch: [9] [150/391] eta: 0:00:35 lr: 0.1 img/s: 172.6119842740644 loss: 2.6103 (2.7855) acc1: 37.5000 (35.5960) acc5: 65.6250 (62.1068) time: 0.1238 data: 0.0029 max mem: 2911 Epoch: [9] [160/391] eta: 0:00:34 lr: 0.1 img/s: 265.66772959309907 loss: 2.8623 (2.7933) acc1: 28.1250 (35.2290) acc5: 53.1250 (61.7042) time: 0.1220 data: 0.0031 max mem: 2911 Epoch: [9] [170/391] eta: 0:00:32 lr: 0.1 img/s: 257.26796804318155 loss: 2.8455 (2.7912) acc1: 28.1250 (35.0877) acc5: 59.3750 (61.8421) time: 0.1167 data: 0.0038 max mem: 2911 Epoch: [9] [180/391] eta: 0:00:30 lr: 0.1 img/s: 294.0566082793826 loss: 2.6393 (2.7911) acc1: 31.2500 (34.9448) acc5: 62.5000 (61.8612) time: 0.1210 data: 0.0041 max mem: 2911 Epoch: [9] [190/391] eta: 0:00:28 lr: 0.1 img/s: 329.67851502148034 loss: 2.6393 (2.7906) acc1: 34.3750 (34.9804) acc5: 62.5000 (61.7637) time: 0.1240 data: 0.0038 max mem: 2911 Epoch: [9] [200/391] eta: 0:00:27 lr: 0.1 img/s: 349.1325592042286 loss: 2.7082 (2.7892) acc1: 37.5000 (35.1524) acc5: 62.5000 (61.7693) time: 0.1183 data: 0.0042 max mem: 2911 Epoch: [9] [210/391] eta: 0:00:25 lr: 0.1 img/s: 295.55889587439304 loss: 2.5849 (2.7788) acc1: 37.5000 (35.3377) acc5: 62.5000 (61.9372) time: 0.1191 data: 0.0042 max mem: 2911 Epoch: [9] [220/391] eta: 0:00:23 lr: 0.1 img/s: 315.02145946922843 loss: 2.6156 (2.7848) acc1: 34.3750 (35.1669) acc5: 62.5000 (61.8071) time: 0.1190 data: 0.0058 max mem: 2911 Epoch: [9] [230/391] eta: 0:00:22 lr: 0.1 img/s: 225.35898705952084 loss: 2.8249 (2.7858) acc1: 31.2500 (35.0649) acc5: 59.3750 (61.8777) time: 0.1206 data: 0.0048 max mem: 2911 Epoch: [9] [240/391] eta: 0:00:20 lr: 0.1 img/s: 352.61530862900156 loss: 2.8355 (2.7923) acc1: 34.3750 (34.9974) acc5: 59.3750 (61.7350) time: 0.1201 data: 0.0017 max mem: 2911 Epoch: [9] [250/391] eta: 0:00:19 lr: 0.1 img/s: 256.8952094031899 loss: 2.8944 (2.7940) acc1: 34.3750 (34.9975) acc5: 56.2500 (61.7032) time: 0.1256 data: 0.0012 max mem: 2911 Epoch: [9] [260/391] eta: 0:00:17 lr: 0.1 img/s: 285.31649153835855 loss: 2.8066 (2.7901) acc1: 37.5000 (35.1173) acc5: 62.5000 (61.8056) time: 0.1213 data: 0.0022 max mem: 2911 Epoch: [9] [270/391] eta: 0:00:16 lr: 0.1 img/s: 401.07495405579044 loss: 2.8150 (2.7943) acc1: 34.3750 (35.0208) acc5: 59.3750 (61.7043) time: 0.1163 data: 0.0045 max mem: 2911 Epoch: [9] [280/391] eta: 0:00:15 lr: 0.1 img/s: 241.51520517083773 loss: 2.8639 (2.7943) acc1: 34.3750 (35.0311) acc5: 59.3750 (61.7771) time: 0.1224 data: 0.0060 max mem: 2911 Epoch: [9] [290/391] eta: 0:00:13 lr: 0.1 img/s: 465.06166970429865 loss: 2.8566 (2.7975) acc1: 34.3750 (35.0193) acc5: 59.3750 (61.6838) time: 0.1203 data: 0.0041 max mem: 2911 Epoch: [9] [300/391] eta: 0:00:12 lr: 0.1 img/s: 439.7020380216677 loss: 3.0014 (2.8014) acc1: 34.3750 (34.9772) acc5: 56.2500 (61.5968) time: 0.1230 data: 0.0016 max mem: 2911 Epoch: [9] [310/391] eta: 0:00:10 lr: 0.1 img/s: 202.99633838135586 loss: 3.0014 (2.8071) acc1: 31.2500 (34.9076) acc5: 56.2500 (61.4148) time: 0.1233 data: 0.0018 max mem: 2911 Epoch: [9] [320/391] eta: 0:00:09 lr: 0.1 img/s: 260.2783330424496 loss: 2.8775 (2.8088) acc1: 31.2500 (34.8520) acc5: 59.3750 (61.4583) time: 0.1220 data: 0.0031 max mem: 2911 Epoch: [9] [330/391] eta: 0:00:08 lr: 0.1 img/s: 267.23663246675414 loss: 2.7999 (2.8107) acc1: 34.3750 (34.8754) acc5: 62.5000 (61.3860) time: 0.1221 data: 0.0045 max mem: 2911 Epoch: [9] [340/391] eta: 0:00:06 lr: 0.1 img/s: 272.19390950240927 loss: 2.7762 (2.8092) acc1: 34.3750 (34.8607) acc5: 59.3750 (61.3270) time: 0.1201 data: 0.0035 max mem: 2911 Epoch: [9] [350/391] eta: 0:00:05 lr: 0.1 img/s: 192.08289099519283 loss: 2.8035 (2.8110) acc1: 34.3750 (34.7578) acc5: 59.3750 (61.2536) time: 0.1248 data: 0.0018 max mem: 2911 Epoch: [9] [360/391] eta: 0:00:04 lr: 0.1 img/s: 361.8411236621465 loss: 2.8056 (2.8091) acc1: 31.2500 (34.8165) acc5: 59.3750 (61.2535) time: 0.1203 data: 0.0021 max mem: 2911 Epoch: [9] [370/391] eta: 0:00:02 lr: 0.1 img/s: 866.2673327395474 loss: 2.7112 (2.8094) acc1: 37.5000 (34.8635) acc5: 59.3750 (61.2449) time: 0.0825 data: 0.0012 max mem: 2911 Epoch: [9] [380/391] eta: 0:00:01 lr: 0.1 img/s: 868.7906374605147 loss: 2.5676 (2.8018) acc1: 37.5000 (34.9327) acc5: 62.5000 (61.4255) time: 0.0456 data: 0.0001 max mem: 2911 Epoch: [9] [390/391] eta: 0:00:00 lr: 0.1 img/s: 737.9466021552672 loss: 2.5895 (2.8019) acc1: 37.5000 (35.0240) acc5: 62.5000 (61.4720) time: 0.0365 data: 0.0001 max mem: 2911 Epoch: [9] Total time: 0:00:50 Test: [ 0/40] eta: 0:01:57 loss: 2.3938 (2.3938) acc1: 37.5000 (37.5000) acc5: 59.3750 (59.3750) time: 2.9374 data: 2.8541 max mem: 2911 Test: Total time: 0:00:06 Test: Acc@1 40.130 Acc@5 68.280 Training time 0:09:45